warning: commands will be executed using /bin/sh
job 3005 at Sat Mar 22 11:52:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140313/YutaMouse20-140313/YutaMouse20-140313
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3039103 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1013034 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 53221 members 
Mstep: Class 3 contains 53397 members 
Mstep: Class 4 contains 53010 members 
Mstep: Class 5 contains 53213 members 
Mstep: Class 6 contains 53180 members 
Mstep: Class 7 contains 53365 members 
Mstep: Class 8 contains 53350 members 
Mstep: Class 9 contains 53093 members 
Mstep: Class 10 contains 53332 members 
Mstep: Class 11 contains 53725 members 
Mstep: Class 12 contains 53015 members 
Mstep: Class 13 contains 53448 members 
Mstep: Class 14 contains 53265 members 
Mstep: Class 15 contains 53177 members 
Mstep: Class 16 contains 53797 members 
Mstep: Class 17 contains 53238 members 
Mstep: Class 18 contains 53124 members 
Mstep: Class 19 contains 53442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 472.768982 but Gain 3429.457031
Score: -103716592.000000 Penalty: 61730.250000
Iteration 0F: 19 clusters Score -1.037166e+08 nChanged 957150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3628 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 38783 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 37619 members 
Mstep: Class 5 contains 13544 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 81669 members 
Mstep: Class 8 contains 19963 members 
Mstep: Class 9 contains 110217 members 
Mstep: Class 10 contains 11632 members 
Mstep: Class 11 contains 19228 members 
Mstep: Class 12 contains 100206 members 
Mstep: Class 13 contains 64231 members 
Mstep: Class 14 contains 88375 members 
Mstep: Class 15 contains 18827 members 
Mstep: Class 16 contains 35911 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 263921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108442432.000000 Penalty: 61730.250000
Iteration 1F: 19 clusters Score -1.084424e+08 nChanged 417688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3518 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 28216 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 20998 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 39764 members 
Mstep: Class 7 contains 82932 members 
Mstep: Class 8 contains 15248 members 
Mstep: Class 9 contains 92090 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 10902 members 
Mstep: Class 12 contains 87201 members 
Mstep: Class 13 contains 45993 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 13618 members 
Mstep: Class 16 contains 30558 members 
Mstep: Class 17 contains 22611 members 
Mstep: Class 18 contains 433529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109276200.000000 Penalty: 61730.250000
Iteration 2F: 19 clusters Score -1.092762e+08 nChanged 256653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3366 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 29883 members 
Mstep: Class 3 contains 4294 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 7356 members 
Mstep: Class 6 contains 37090 members 
Mstep: Class 7 contains 95859 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 83724 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 9554 members 
Mstep: Class 12 contains 71720 members 
Mstep: Class 13 contains 34811 members 
Mstep: Class 14 contains 31877 members 
Mstep: Class 15 contains 11828 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 500619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109608280.000000 Penalty: 61730.250000
Iteration 3F: 19 clusters Score -1.096083e+08 nChanged 163210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 43795 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 8783 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 34849 members 
Mstep: Class 7 contains 104440 members 
Mstep: Class 8 contains 23648 members 
Mstep: Class 9 contains 79048 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 9435 members 
Mstep: Class 12 contains 68803 members 
Mstep: Class 13 contains 34020 members 
Mstep: Class 14 contains 19206 members 
Mstep: Class 15 contains 11266 members 
Mstep: Class 16 contains 28403 members 
Mstep: Class 17 contains 24762 members 
Mstep: Class 18 contains 498049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109895680.000000 Penalty: 61730.250000
Iteration 4F: 19 clusters Score -1.098957e+08 nChanged 126126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2839 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 56314 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 32513 members 
Mstep: Class 7 contains 103252 members 
Mstep: Class 8 contains 26072 members 
Mstep: Class 9 contains 74867 members 
Mstep: Class 10 contains 1365 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 74373 members 
Mstep: Class 13 contains 35480 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 11385 members 
Mstep: Class 16 contains 35511 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 482594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110119832.000000 Penalty: 61730.250000
Iteration 5F: 19 clusters Score -1.101198e+08 nChanged 92709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2536 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 63006 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 9634 members 
Mstep: Class 5 contains 12054 members 
Mstep: Class 6 contains 30866 members 
Mstep: Class 7 contains 94201 members 
Mstep: Class 8 contains 25742 members 
Mstep: Class 9 contains 71852 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 84190 members 
Mstep: Class 13 contains 36353 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 39791 members 
Mstep: Class 17 contains 23461 members 
Mstep: Class 18 contains 473837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110261168.000000 Penalty: 61730.250000
Iteration 6F: 19 clusters Score -1.102612e+08 nChanged 67679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1889 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 66190 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 15496 members 
Mstep: Class 6 contains 29674 members 
Mstep: Class 7 contains 83410 members 
Mstep: Class 8 contains 26207 members 
Mstep: Class 9 contains 70922 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 11001 members 
Mstep: Class 12 contains 94820 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 12221 members 
Mstep: Class 16 contains 40137 members 
Mstep: Class 17 contains 22738 members 
Mstep: Class 18 contains 465969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110388576.000000 Penalty: 61730.250000
Iteration 7F: 19 clusters Score -1.103886e+08 nChanged 52034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1009 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 19806 members 
Mstep: Class 6 contains 28718 members 
Mstep: Class 7 contains 73654 members 
Mstep: Class 8 contains 27391 members 
Mstep: Class 9 contains 70719 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 12310 members 
Mstep: Class 12 contains 104404 members 
Mstep: Class 13 contains 39215 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 12190 members 
Mstep: Class 16 contains 38308 members 
Mstep: Class 17 contains 21971 members 
Mstep: Class 18 contains 459832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110504888.000000 Penalty: 61730.250000
Iteration 8F: 19 clusters Score -1.105049e+08 nChanged 40782
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 67285 members 
Mstep: Class 3 contains 1963 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 23560 members 
Mstep: Class 6 contains 27852 members 
Mstep: Class 7 contains 67018 members 
Mstep: Class 8 contains 28725 members 
Mstep: Class 9 contains 70602 members 
Mstep: Class 10 contains 1684 members 
Mstep: Class 11 contains 13916 members 
Mstep: Class 12 contains 112644 members 
Mstep: Class 13 contains 40685 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 35672 members 
Mstep: Class 17 contains 20881 members 
Mstep: Class 18 contains 454625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110555432.000000 Penalty: 61730.250000
Iteration 9Q: 19 clusters Score -1.105554e+08 nChanged 32453
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 66884 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 12970 members 
Mstep: Class 5 contains 26490 members 
Mstep: Class 6 contains 27100 members 
Mstep: Class 7 contains 63067 members 
Mstep: Class 8 contains 30222 members 
Mstep: Class 9 contains 70401 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 15554 members 
Mstep: Class 12 contains 119589 members 
Mstep: Class 13 contains 41918 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 32859 members 
Mstep: Class 17 contains 19585 members 
Mstep: Class 18 contains 449830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110577400.000000 Penalty: 61730.250000
Iteration 10Q: 19 clusters Score -1.105774e+08 nChanged 26952
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 66259 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 13064 members 
Mstep: Class 5 contains 28749 members 
Mstep: Class 6 contains 26490 members 
Mstep: Class 7 contains 60560 members 
Mstep: Class 8 contains 31725 members 
Mstep: Class 9 contains 70084 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 125751 members 
Mstep: Class 13 contains 43019 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 30184 members 
Mstep: Class 17 contains 18218 members 
Mstep: Class 18 contains 445527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110593032.000000 Penalty: 61730.250000
Iteration 11Q: 19 clusters Score -1.10593e+08 nChanged 22541
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 65574 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 12998 members 
Mstep: Class 5 contains 30516 members 
Mstep: Class 6 contains 25993 members 
Mstep: Class 7 contains 58762 members 
Mstep: Class 8 contains 33272 members 
Mstep: Class 9 contains 69612 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 11 contains 18697 members 
Mstep: Class 12 contains 130881 members 
Mstep: Class 13 contains 43958 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 10467 members 
Mstep: Class 16 contains 28356 members 
Mstep: Class 17 contains 16984 members 
Mstep: Class 18 contains 441569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110603200.000000 Penalty: 61730.250000
Iteration 12Q: 19 clusters Score -1.106032e+08 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 64876 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 12768 members 
Mstep: Class 5 contains 31845 members 
Mstep: Class 6 contains 25611 members 
Mstep: Class 7 contains 57245 members 
Mstep: Class 8 contains 34640 members 
Mstep: Class 9 contains 69224 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 11 contains 20143 members 
Mstep: Class 12 contains 135318 members 
Mstep: Class 13 contains 44805 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 27473 members 
Mstep: Class 17 contains 15840 members 
Mstep: Class 18 contains 437865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110610912.000000 Penalty: 61730.250000
Iteration 13Q: 19 clusters Score -1.106109e+08 nChanged 17197
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 64109 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 12400 members 
Mstep: Class 5 contains 32915 members 
Mstep: Class 6 contains 25278 members 
Mstep: Class 7 contains 55995 members 
Mstep: Class 8 contains 35905 members 
Mstep: Class 9 contains 68580 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 139266 members 
Mstep: Class 13 contains 45596 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 27371 members 
Mstep: Class 17 contains 14761 members 
Mstep: Class 18 contains 434537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110619224.000000 Penalty: 61730.250000
Iteration 14Q: 19 clusters Score -1.106192e+08 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 63294 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 11889 members 
Mstep: Class 5 contains 33788 members 
Mstep: Class 6 contains 24981 members 
Mstep: Class 7 contains 54857 members 
Mstep: Class 8 contains 37036 members 
Mstep: Class 9 contains 67717 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 11 contains 22884 members 
Mstep: Class 12 contains 142706 members 
Mstep: Class 13 contains 46332 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 7661 members 
Mstep: Class 16 contains 28034 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 431585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110626464.000000 Penalty: 61730.250000
Iteration 15Q: 19 clusters Score -1.106265e+08 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 62517 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 11212 members 
Mstep: Class 5 contains 34470 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 53775 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 66779 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 24078 members 
Mstep: Class 12 contains 145546 members 
Mstep: Class 13 contains 47001 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 29414 members 
Mstep: Class 17 contains 13116 members 
Mstep: Class 18 contains 429026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110633472.000000 Penalty: 61730.250000
Iteration 16Q: 19 clusters Score -1.106335e+08 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 61785 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 10420 members 
Mstep: Class 5 contains 34941 members 
Mstep: Class 6 contains 24453 members 
Mstep: Class 7 contains 52763 members 
Mstep: Class 8 contains 38740 members 
Mstep: Class 9 contains 65848 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 25157 members 
Mstep: Class 12 contains 147837 members 
Mstep: Class 13 contains 47603 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 31336 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 426897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110639192.000000 Penalty: 61730.250000
Iteration 17Q: 19 clusters Score -1.106392e+08 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 61101 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 9642 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 6 contains 24194 members 
Mstep: Class 7 contains 51863 members 
Mstep: Class 8 contains 39267 members 
Mstep: Class 9 contains 64860 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 26204 members 
Mstep: Class 12 contains 149638 members 
Mstep: Class 13 contains 48139 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 4589 members 
Mstep: Class 16 contains 33417 members 
Mstep: Class 17 contains 11947 members 
Mstep: Class 18 contains 425059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110644208.000000 Penalty: 61730.250000
Iteration 18Q: 19 clusters Score -1.106442e+08 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 60410 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 35357 members 
Mstep: Class 6 contains 23925 members 
Mstep: Class 7 contains 51081 members 
Mstep: Class 8 contains 39697 members 
Mstep: Class 9 contains 63970 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 27187 members 
Mstep: Class 12 contains 151055 members 
Mstep: Class 13 contains 48615 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 35412 members 
Mstep: Class 17 contains 11479 members 
Mstep: Class 18 contains 423471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110648632.000000 Penalty: 61730.250000
Iteration 19Q: 19 clusters Score -1.106486e+08 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 59818 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 8242 members 
Mstep: Class 5 contains 35411 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 50450 members 
Mstep: Class 8 contains 39926 members 
Mstep: Class 9 contains 63283 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 28065 members 
Mstep: Class 12 contains 152185 members 
Mstep: Class 13 contains 49031 members 
Mstep: Class 14 contains 2568 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 37149 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 422097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110660696.000000 Penalty: 61730.250000
Iteration 20F: 19 clusters Score -1.106607e+08 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 59310 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 35419 members 
Mstep: Class 6 contains 23294 members 
Mstep: Class 7 contains 49752 members 
Mstep: Class 8 contains 40067 members 
Mstep: Class 9 contains 62680 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 153093 members 
Mstep: Class 13 contains 49424 members 
Mstep: Class 14 contains 2565 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 39237 members 
Mstep: Class 17 contains 10719 members 
Mstep: Class 18 contains 420736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110667048.000000 Penalty: 61730.250000
Iteration 21Q: 19 clusters Score -1.10667e+08 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 58852 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 7267 members 
Mstep: Class 5 contains 35428 members 
Mstep: Class 6 contains 22993 members 
Mstep: Class 7 contains 49171 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 62201 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 29731 members 
Mstep: Class 12 contains 153807 members 
Mstep: Class 13 contains 49802 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 41077 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 419441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110670144.000000 Penalty: 61730.250000
Iteration 22Q: 19 clusters Score -1.106701e+08 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 58431 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6925 members 
Mstep: Class 5 contains 35390 members 
Mstep: Class 6 contains 22708 members 
Mstep: Class 7 contains 48651 members 
Mstep: Class 8 contains 40242 members 
Mstep: Class 9 contains 61783 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 30424 members 
Mstep: Class 12 contains 154448 members 
Mstep: Class 13 contains 50111 members 
Mstep: Class 14 contains 2558 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 42611 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 418373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110672680.000000 Penalty: 61730.250000
Iteration 23Q: 19 clusters Score -1.106727e+08 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 58027 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 35339 members 
Mstep: Class 6 contains 22496 members 
Mstep: Class 7 contains 48259 members 
Mstep: Class 8 contains 40314 members 
Mstep: Class 9 contains 61337 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 31035 members 
Mstep: Class 12 contains 154936 members 
Mstep: Class 13 contains 50386 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 43941 members 
Mstep: Class 17 contains 9863 members 
Mstep: Class 18 contains 417481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110674664.000000 Penalty: 61730.250000
Iteration 24Q: 19 clusters Score -1.106747e+08 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 57657 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 35256 members 
Mstep: Class 6 contains 22326 members 
Mstep: Class 7 contains 47971 members 
Mstep: Class 8 contains 40396 members 
Mstep: Class 9 contains 60888 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 31499 members 
Mstep: Class 12 contains 155344 members 
Mstep: Class 13 contains 50589 members 
Mstep: Class 14 contains 2558 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 45114 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 416744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110676304.000000 Penalty: 61730.250000
Iteration 25Q: 19 clusters Score -1.106763e+08 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 57349 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 35182 members 
Mstep: Class 6 contains 22197 members 
Mstep: Class 7 contains 47782 members 
Mstep: Class 8 contains 40489 members 
Mstep: Class 9 contains 60372 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 31912 members 
Mstep: Class 12 contains 155708 members 
Mstep: Class 13 contains 50787 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 46134 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 416062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110677464.000000 Penalty: 61730.250000
Iteration 26Q: 19 clusters Score -1.106775e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 57045 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 35136 members 
Mstep: Class 6 contains 22086 members 
Mstep: Class 7 contains 47610 members 
Mstep: Class 8 contains 40596 members 
Mstep: Class 9 contains 59846 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 32276 members 
Mstep: Class 12 contains 156001 members 
Mstep: Class 13 contains 50951 members 
Mstep: Class 14 contains 2558 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 47013 members 
Mstep: Class 17 contains 9480 members 
Mstep: Class 18 contains 415548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110678584.000000 Penalty: 61730.250000
Iteration 27Q: 19 clusters Score -1.106786e+08 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 56768 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6024 members 
Mstep: Class 5 contains 35071 members 
Mstep: Class 6 contains 22012 members 
Mstep: Class 7 contains 47489 members 
Mstep: Class 8 contains 40673 members 
Mstep: Class 9 contains 59263 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 32569 members 
Mstep: Class 12 contains 156291 members 
Mstep: Class 13 contains 51068 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 47827 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 18 contains 415196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110679384.000000 Penalty: 61730.250000
Iteration 28Q: 19 clusters Score -1.106794e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 56547 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 35016 members 
Mstep: Class 6 contains 21947 members 
Mstep: Class 7 contains 47398 members 
Mstep: Class 8 contains 40743 members 
Mstep: Class 9 contains 58599 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 32781 members 
Mstep: Class 12 contains 156545 members 
Mstep: Class 13 contains 51190 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1483 members 
Mstep: Class 16 contains 48606 members 
Mstep: Class 17 contains 9339 members 
Mstep: Class 18 contains 414920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110680440.000000 Penalty: 61730.250000
Iteration 29Q: 19 clusters Score -1.106804e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 56357 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 34971 members 
Mstep: Class 6 contains 21897 members 
Mstep: Class 7 contains 47310 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 57965 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 32929 members 
Mstep: Class 12 contains 156712 members 
Mstep: Class 13 contains 51306 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 49266 members 
Mstep: Class 17 contains 9309 members 
Mstep: Class 18 contains 414785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110681184.000000 Penalty: 61730.250000
Iteration 30Q: 19 clusters Score -1.106812e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 56215 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 34925 members 
Mstep: Class 6 contains 21860 members 
Mstep: Class 7 contains 47245 members 
Mstep: Class 8 contains 40872 members 
Mstep: Class 9 contains 57225 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33043 members 
Mstep: Class 12 contains 156859 members 
Mstep: Class 13 contains 51414 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 49909 members 
Mstep: Class 17 contains 9287 members 
Mstep: Class 18 contains 414729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110682032.000000 Penalty: 61730.250000
Iteration 31Q: 19 clusters Score -1.10682e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 56084 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 34880 members 
Mstep: Class 6 contains 21841 members 
Mstep: Class 7 contains 47208 members 
Mstep: Class 8 contains 40928 members 
Mstep: Class 9 contains 56349 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33113 members 
Mstep: Class 12 contains 156964 members 
Mstep: Class 13 contains 51505 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 50488 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 414898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110682584.000000 Penalty: 61730.250000
Iteration 32Q: 19 clusters Score -1.106826e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 55984 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 34841 members 
Mstep: Class 6 contains 21812 members 
Mstep: Class 7 contains 47169 members 
Mstep: Class 8 contains 40956 members 
Mstep: Class 9 contains 55419 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33173 members 
Mstep: Class 12 contains 157072 members 
Mstep: Class 13 contains 51578 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 50981 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 415205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110683432.000000 Penalty: 61730.250000
Iteration 33Q: 19 clusters Score -1.106834e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 55927 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 34802 members 
Mstep: Class 6 contains 21774 members 
Mstep: Class 7 contains 47139 members 
Mstep: Class 8 contains 40968 members 
Mstep: Class 9 contains 54390 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33210 members 
Mstep: Class 12 contains 157171 members 
Mstep: Class 13 contains 51688 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 51484 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 415607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110684056.000000 Penalty: 61730.250000
Iteration 34Q: 19 clusters Score -1.106841e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 55897 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5889 members 
Mstep: Class 5 contains 34767 members 
Mstep: Class 6 contains 21730 members 
Mstep: Class 7 contains 47128 members 
Mstep: Class 8 contains 40980 members 
Mstep: Class 9 contains 53338 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33236 members 
Mstep: Class 12 contains 157278 members 
Mstep: Class 13 contains 51787 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 51912 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 416098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110685528.000000 Penalty: 61730.250000
Iteration 35Q: 19 clusters Score -1.106855e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 55890 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5883 members 
Mstep: Class 5 contains 34733 members 
Mstep: Class 6 contains 21664 members 
Mstep: Class 7 contains 47105 members 
Mstep: Class 8 contains 40971 members 
Mstep: Class 9 contains 52500 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33223 members 
Mstep: Class 12 contains 157348 members 
Mstep: Class 13 contains 51878 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1184 members 
Mstep: Class 16 contains 52216 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 416570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110686544.000000 Penalty: 61730.250000
Iteration 36Q: 19 clusters Score -1.106865e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 55912 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 34704 members 
Mstep: Class 6 contains 21597 members 
Mstep: Class 7 contains 47086 members 
Mstep: Class 8 contains 40954 members 
Mstep: Class 9 contains 51875 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33183 members 
Mstep: Class 12 contains 157398 members 
Mstep: Class 13 contains 51968 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52413 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 416943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110687272.000000 Penalty: 61730.250000
Iteration 37Q: 19 clusters Score -1.106873e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 55957 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5887 members 
Mstep: Class 5 contains 34667 members 
Mstep: Class 6 contains 21550 members 
Mstep: Class 7 contains 47072 members 
Mstep: Class 8 contains 40909 members 
Mstep: Class 9 contains 51478 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33115 members 
Mstep: Class 12 contains 157427 members 
Mstep: Class 13 contains 52069 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52536 members 
Mstep: Class 17 contains 9258 members 
Mstep: Class 18 contains 417207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110687720.000000 Penalty: 61730.250000
Iteration 38Q: 19 clusters Score -1.106877e+08 nChanged 2398
Entering ConstructFrom: 
Score: -110687720.000000 Penalty: 61730.250000
Entering ConstructFrom: 
Trying to split cluster 1 (26380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Entering Unmasked Estep 
Score: -2967697.250000 Penalty: 2524.729736
	Iteration 0F: 2 clusters Score -2967697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2949425.250000 Penalty: 5049.459473
	Iteration 0F: 3 clusters Score -2949425 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2955985.000000 Penalty: 5049.459473
	Iteration 1F: 3 clusters Score -2955985 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2956678.250000 Penalty: 5049.459473
	Iteration 2F: 3 clusters Score -2956678 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2957595.250000 Penalty: 5049.459473
	Iteration 3F: 3 clusters Score -2957595 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2959099.500000 Penalty: 5049.459473
	Iteration 4F: 3 clusters Score -2959100 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2961149.750000 Penalty: 5049.459473
	Iteration 5F: 3 clusters Score -2961150 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2963257.750000 Penalty: 5049.459473
	Iteration 6F: 3 clusters Score -2963258 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2964917.000000 Penalty: 5049.459473
	Iteration 7F: 3 clusters Score -2964917 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2965989.500000 Penalty: 5049.459473
	Iteration 8F: 3 clusters Score -2965990 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2966647.000000 Penalty: 5049.459473
	Iteration 9Q: 3 clusters Score -2966647 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2967049.000000 Penalty: 5049.459473
	Iteration 10Q: 3 clusters Score -2967049 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2967313.750000 Penalty: 5049.459473
	Iteration 11Q: 3 clusters Score -2967314 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2967459.750000 Penalty: 5049.459473
	Iteration 12Q: 3 clusters Score -2967460 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2967553.750000 Penalty: 5049.459473
	Iteration 13Q: 3 clusters Score -2967554 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2967616.750000 Penalty: 5049.459473
	Iteration 14Q: 3 clusters Score -2967617 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2967695.500000 Penalty: 5049.459473
	Iteration 15Q: 3 clusters Score -2967696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2967753.250000 Penalty: 5049.459473
	Iteration 16Q: 3 clusters Score -2967753 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2967826.250000 Penalty: 5049.459473
	Iteration 17Q: 3 clusters Score -2967826 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2967890.500000 Penalty: 5049.459473
	Iteration 18Q: 3 clusters Score -2967890 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2968025.500000 Penalty: 5049.459473
	Iteration 19Q: 3 clusters Score -2968026 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2968225.500000 Penalty: 5049.459473
	Iteration 20F: 3 clusters Score -2968226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2968552.250000 Penalty: 5049.459473
	Iteration 21Q: 3 clusters Score -2968552 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2969016.750000 Penalty: 5049.459473
	Iteration 22Q: 3 clusters Score -2969017 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2969501.750000 Penalty: 5049.459473
	Iteration 23Q: 3 clusters Score -2969502 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2969944.000000 Penalty: 5049.459473
	Iteration 24Q: 3 clusters Score -2969944 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2970439.000000 Penalty: 5049.459473
	Iteration 25Q: 3 clusters Score -2970439 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2971122.250000 Penalty: 5049.459473
	Iteration 26Q: 3 clusters Score -2971122 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2972114.750000 Penalty: 5049.459473
	Iteration 27Q: 3 clusters Score -2972115 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2973441.500000 Penalty: 5049.459473
	Iteration 28Q: 3 clusters Score -2973442 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2974161.500000 Penalty: 5049.459473
	Iteration 29Q: 3 clusters Score -2974162 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2974594.250000 Penalty: 5049.459473
	Iteration 30Q: 3 clusters Score -2974594 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2975009.000000 Penalty: 5049.459473
	Iteration 31Q: 3 clusters Score -2975009 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2975382.750000 Penalty: 5049.459473
	Iteration 32Q: 3 clusters Score -2975383 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2975722.250000 Penalty: 5049.459473
	Iteration 33Q: 3 clusters Score -2975722 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2976038.000000 Penalty: 5049.459473
	Iteration 34Q: 3 clusters Score -2976038 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2976337.000000 Penalty: 5049.459473
	Iteration 35Q: 3 clusters Score -2976337 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2976596.500000 Penalty: 5049.459473
	Iteration 36Q: 3 clusters Score -2976596 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2976735.500000 Penalty: 5049.459473
	Iteration 37Q: 3 clusters Score -2976736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2976806.000000 Penalty: 5049.459473
	Iteration 38Q: 3 clusters Score -2976806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2976839.500000 Penalty: 5049.459473
	Iteration 39Q: 3 clusters Score -2976840 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2976897.250000 Penalty: 5049.459473
	Iteration 40F: 3 clusters Score -2976897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2976902.500000 Penalty: 5049.459473
	Iteration 41Q: 3 clusters Score -2976902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2976912.500000 Penalty: 5049.459473
	Iteration 42Q: 3 clusters Score -2976912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2976916.000000 Penalty: 5049.459473
	Iteration 43Q: 3 clusters Score -2976916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2976933.250000 Penalty: 5049.459473
	Iteration 44Q: 3 clusters Score -2976933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2976931.500000 Penalty: 5049.459473
	Iteration 45Q: 3 clusters Score -2976932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2976944.500000 Penalty: 5049.459473
	Iteration 46Q: 3 clusters Score -2976944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2976944.750000 Penalty: 5049.459473
	Iteration 47Q: 3 clusters Score -2976945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2976948.250000 Penalty: 5049.459473
	Iteration 48Q: 3 clusters Score -2976948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2976942.500000 Penalty: 5049.459473
	Iteration 49Q: 3 clusters Score -2976942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2976941.500000 Penalty: 5049.459473
	Iteration 50Q: 3 clusters Score -2976942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2976942.000000 Penalty: 5049.459473
	Iteration 51Q: 3 clusters Score -2976942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2976941.000000 Penalty: 5049.459473
	Iteration 52Q: 3 clusters Score -2976941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2976942.250000 Penalty: 5049.459473
	Iteration 53Q: 3 clusters Score -2976942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2976942.000000 Penalty: 5049.459473
	Iteration 54Q: 3 clusters Score -2976942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2976945.000000 Penalty: 5049.459473
	Iteration 55Q: 3 clusters Score -2976945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2976943.000000 Penalty: 5049.459473
	Iteration 56Q: 3 clusters Score -2976943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2976943.000000 Penalty: 5049.459473
	Iteration 57F: 3 clusters Score -2976943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 56025 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Entering Unmasked Estep 
Score: -110696384.000000 Penalty: 65159.707031
Splitting cluster 1 changes total score from -110687720.000000 to -110696384.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (56025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Entering Unmasked Estep 
Score: -6177825.500000 Penalty: 2711.521240
	Iteration 0F: 2 clusters Score -6177826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -6140329.500000 Penalty: 5423.042480
	Iteration 0F: 3 clusters Score -6140330 nChanged 26077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -6156748.500000 Penalty: 5423.042480
	Iteration 1F: 3 clusters Score -6156748 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6160222.500000 Penalty: 5423.042480
	Iteration 2F: 3 clusters Score -6160222 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -6164849.500000 Penalty: 5423.042480
	Iteration 3F: 3 clusters Score -6164850 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6169267.500000 Penalty: 5423.042480
	Iteration 4F: 3 clusters Score -6169268 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -6172657.000000 Penalty: 5423.042480
	Iteration 5F: 3 clusters Score -6172657 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -6174922.500000 Penalty: 5423.042480
	Iteration 6F: 3 clusters Score -6174922 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -6176412.000000 Penalty: 5423.042480
	Iteration 7Q: 3 clusters Score -6176412 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -6177612.500000 Penalty: 5423.042480
	Iteration 8Q: 3 clusters Score -6177612 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -6178721.000000 Penalty: 5423.042480
	Iteration 9Q: 3 clusters Score -6178721 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -6179683.000000 Penalty: 5423.042480
	Iteration 10Q: 3 clusters Score -6179683 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -6180370.500000 Penalty: 5423.042480
	Iteration 11Q: 3 clusters Score -6180370 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6180693.500000 Penalty: 5423.042480
	Iteration 12Q: 3 clusters Score -6180694 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6180854.000000 Penalty: 5423.042480
	Iteration 13Q: 3 clusters Score -6180854 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6180963.000000 Penalty: 5423.042480
	Iteration 14Q: 3 clusters Score -6180963 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6180999.500000 Penalty: 5423.042480
	Iteration 15Q: 3 clusters Score -6181000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6181052.500000 Penalty: 5423.042480
	Iteration 16Q: 3 clusters Score -6181052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6181068.000000 Penalty: 5423.042480
	Iteration 17Q: 3 clusters Score -6181068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6181079.000000 Penalty: 5423.042480
	Iteration 18Q: 3 clusters Score -6181079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -6181111.500000 Penalty: 5423.042480
	Iteration 19Q: 3 clusters Score -6181112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6181126.500000 Penalty: 5423.042480
	Iteration 20F: 3 clusters Score -6181126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6181140.000000 Penalty: 5423.042480
	Iteration 21Q: 3 clusters Score -6181140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6181143.500000 Penalty: 5423.042480
	Iteration 22Q: 3 clusters Score -6181144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6181156.500000 Penalty: 5423.042480
	Iteration 23Q: 3 clusters Score -6181156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6181152.500000 Penalty: 5423.042480
	Iteration 24Q: 3 clusters Score -6181152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6181146.500000 Penalty: 5423.042480
	Iteration 25Q: 3 clusters Score -6181146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6181151.000000 Penalty: 5423.042480
	Iteration 26Q: 3 clusters Score -6181151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6181157.000000 Penalty: 5423.042480
	Iteration 27Q: 3 clusters Score -6181157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6181163.500000 Penalty: 5423.042480
	Iteration 28Q: 3 clusters Score -6181164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6181161.000000 Penalty: 5423.042480
	Iteration 29Q: 3 clusters Score -6181161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6181158.500000 Penalty: 5423.042480
	Iteration 30Q: 3 clusters Score -6181158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6181160.000000 Penalty: 5423.042480
	Iteration 31Q: 3 clusters Score -6181160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6181154.000000 Penalty: 5423.042480
	Iteration 32Q: 3 clusters Score -6181154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6181159.000000 Penalty: 5423.042480
	Iteration 33Q: 3 clusters Score -6181159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6181159.000000 Penalty: 5423.042480
	Iteration 34F: 3 clusters Score -6181159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Entering Unmasked Estep 
Score: -110698400.000000 Penalty: 68589.164062
Splitting cluster 2 changes total score from -110687720.000000 to -110698400.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -157704.734375 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -157704.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155350.171875 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -155350.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -157284.718750 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -157284.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158565.515625 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -158565.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -159840.687500 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -159840.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160704.468750 Penalty: 3740.674805
	Iteration 4F: 3 clusters Score -160704.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161080.703125 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -161080.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161747.796875 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -161747.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -162309.203125 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -162309.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162376.328125 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -162376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -162409.093750 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -162409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -162426.968750 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -162427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162431.468750 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -162431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162434.015625 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -162434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162435.359375 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -162435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162437.578125 Penalty: 3740.674805
	Iteration 14F: 3 clusters Score -162437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -162438.421875 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -162438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -162439.156250 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -162439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -162439.156250 Penalty: 3740.674805
	Iteration 17F: 3 clusters Score -162439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Entering Unmasked Estep 
Score: -110701504.000000 Penalty: 72018.625000
Splitting cluster 3 changes total score from -110687720.000000 to -110701504.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (5888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Entering Unmasked Estep 
Score: -633354.875000 Penalty: 2152.806641
	Iteration 0F: 2 clusters Score -633354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -628286.500000 Penalty: 4305.613281
	Iteration 0F: 3 clusters Score -628286.5 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -629687.250000 Penalty: 4305.613281
	Iteration 1F: 3 clusters Score -629687.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -630178.250000 Penalty: 4305.613281
	Iteration 2F: 3 clusters Score -630178.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -630735.562500 Penalty: 4305.613281
	Iteration 3F: 3 clusters Score -630735.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -631194.000000 Penalty: 4305.613281
	Iteration 4F: 3 clusters Score -631194 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -631611.562500 Penalty: 4305.613281
	Iteration 5F: 3 clusters Score -631611.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -632050.500000 Penalty: 4305.613281
	Iteration 6F: 3 clusters Score -632050.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -632396.875000 Penalty: 4305.613281
	Iteration 7F: 3 clusters Score -632396.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -632653.875000 Penalty: 4305.613281
	Iteration 8Q: 3 clusters Score -632653.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -632886.062500 Penalty: 4305.613281
	Iteration 9Q: 3 clusters Score -632886.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -633038.875000 Penalty: 4305.613281
	Iteration 10Q: 3 clusters Score -633038.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -633138.125000 Penalty: 4305.613281
	Iteration 11Q: 3 clusters Score -633138.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -633216.312500 Penalty: 4305.613281
	Iteration 12Q: 3 clusters Score -633216.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -633298.875000 Penalty: 4305.613281
	Iteration 13Q: 3 clusters Score -633298.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -633413.562500 Penalty: 4305.613281
	Iteration 14Q: 3 clusters Score -633413.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -633604.062500 Penalty: 4305.613281
	Iteration 15Q: 3 clusters Score -633604.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -633914.875000 Penalty: 4305.613281
	Iteration 16Q: 3 clusters Score -633914.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -634203.687500 Penalty: 4305.613281
	Iteration 17Q: 3 clusters Score -634203.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -634326.000000 Penalty: 4305.613281
	Iteration 18Q: 3 clusters Score -634326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -634357.312500 Penalty: 4305.613281
	Iteration 19Q: 3 clusters Score -634357.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -634364.875000 Penalty: 4305.613281
	Iteration 20F: 3 clusters Score -634364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -634371.062500 Penalty: 4305.613281
	Iteration 21Q: 3 clusters Score -634371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -634372.625000 Penalty: 4305.613281
	Iteration 22Q: 3 clusters Score -634372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -634374.187500 Penalty: 4305.613281
	Iteration 23Q: 3 clusters Score -634374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -634373.500000 Penalty: 4305.613281
	Iteration 24Q: 3 clusters Score -634373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -634373.500000 Penalty: 4305.613281
	Iteration 25F: 3 clusters Score -634373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Entering Unmasked Estep 
Score: -110701280.000000 Penalty: 75448.078125
Splitting cluster 4 changes total score from -110687720.000000 to -110701280.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (34642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Entering Unmasked Estep 
Score: -3757809.000000 Penalty: 2592.299805
	Iteration 0F: 2 clusters Score -3757809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3734211.750000 Penalty: 5184.599609
	Iteration 0F: 3 clusters Score -3734212 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3742656.000000 Penalty: 5184.599609
	Iteration 1F: 3 clusters Score -3742656 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3743254.250000 Penalty: 5184.599609
	Iteration 2Q: 3 clusters Score -3743254 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3744120.750000 Penalty: 5184.599609
	Iteration 3Q: 3 clusters Score -3744121 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3745522.250000 Penalty: 5184.599609
	Iteration 4F: 3 clusters Score -3745522 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3747933.250000 Penalty: 5184.599609
	Iteration 5F: 3 clusters Score -3747933 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3751273.000000 Penalty: 5184.599609
	Iteration 6F: 3 clusters Score -3751273 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3754760.500000 Penalty: 5184.599609
	Iteration 7F: 3 clusters Score -3754760 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3757492.750000 Penalty: 5184.599609
	Iteration 8F: 3 clusters Score -3757493 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3758835.500000 Penalty: 5184.599609
	Iteration 9Q: 3 clusters Score -3758836 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3759366.500000 Penalty: 5184.599609
	Iteration 10Q: 3 clusters Score -3759366 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3759591.500000 Penalty: 5184.599609
	Iteration 11Q: 3 clusters Score -3759592 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3759687.750000 Penalty: 5184.599609
	Iteration 12Q: 3 clusters Score -3759688 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3759776.750000 Penalty: 5184.599609
	Iteration 13Q: 3 clusters Score -3759777 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3759822.000000 Penalty: 5184.599609
	Iteration 14Q: 3 clusters Score -3759822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3759839.250000 Penalty: 5184.599609
	Iteration 15Q: 3 clusters Score -3759839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3759864.500000 Penalty: 5184.599609
	Iteration 16Q: 3 clusters Score -3759864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3759889.000000 Penalty: 5184.599609
	Iteration 17Q: 3 clusters Score -3759889 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3759923.500000 Penalty: 5184.599609
	Iteration 18Q: 3 clusters Score -3759924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3759929.500000 Penalty: 5184.599609
	Iteration 19Q: 3 clusters Score -3759930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3759947.500000 Penalty: 5184.599609
	Iteration 20F: 3 clusters Score -3759948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3759950.750000 Penalty: 5184.599609
	Iteration 21Q: 3 clusters Score -3759951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3759952.000000 Penalty: 5184.599609
	Iteration 22Q: 3 clusters Score -3759952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3759962.000000 Penalty: 5184.599609
	Iteration 23Q: 3 clusters Score -3759962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3759965.500000 Penalty: 5184.599609
	Iteration 24Q: 3 clusters Score -3759966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3759974.750000 Penalty: 5184.599609
	Iteration 25Q: 3 clusters Score -3759975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3759973.500000 Penalty: 5184.599609
	Iteration 26Q: 3 clusters Score -3759974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3759978.750000 Penalty: 5184.599609
	Iteration 27Q: 3 clusters Score -3759979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3759976.250000 Penalty: 5184.599609
	Iteration 28Q: 3 clusters Score -3759976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3759979.000000 Penalty: 5184.599609
	Iteration 29Q: 3 clusters Score -3759979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3759982.750000 Penalty: 5184.599609
	Iteration 30Q: 3 clusters Score -3759983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3759978.750000 Penalty: 5184.599609
	Iteration 31Q: 3 clusters Score -3759979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3759984.250000 Penalty: 5184.599609
	Iteration 32Q: 3 clusters Score -3759984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3759985.250000 Penalty: 5184.599609
	Iteration 33Q: 3 clusters Score -3759985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3759988.000000 Penalty: 5184.599609
	Iteration 34Q: 3 clusters Score -3759988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3759984.500000 Penalty: 5184.599609
	Iteration 35Q: 3 clusters Score -3759984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3759983.750000 Penalty: 5184.599609
	Iteration 36Q: 3 clusters Score -3759984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3759981.750000 Penalty: 5184.599609
	Iteration 37Q: 3 clusters Score -3759982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3759987.000000 Penalty: 5184.599609
	Iteration 38Q: 3 clusters Score -3759987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3759988.500000 Penalty: 5184.599609
	Iteration 39Q: 3 clusters Score -3759988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3759987.750000 Penalty: 5184.599609
	Iteration 40F: 3 clusters Score -3759988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3759988.000000 Penalty: 5184.599609
	Iteration 41Q: 3 clusters Score -3759988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3759987.000000 Penalty: 5184.599609
	Iteration 42Q: 3 clusters Score -3759987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3759980.750000 Penalty: 5184.599609
	Iteration 43Q: 3 clusters Score -3759981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3759981.750000 Penalty: 5184.599609
	Iteration 44Q: 3 clusters Score -3759982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3759979.000000 Penalty: 5184.599609
	Iteration 45Q: 3 clusters Score -3759979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3759980.500000 Penalty: 5184.599609
	Iteration 46Q: 3 clusters Score -3759980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3759982.250000 Penalty: 5184.599609
	Iteration 47Q: 3 clusters Score -3759982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3759981.500000 Penalty: 5184.599609
	Iteration 48Q: 3 clusters Score -3759982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3759981.500000 Penalty: 5184.599609
	Iteration 49F: 3 clusters Score -3759982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Entering Unmasked Estep 
Score: -110702176.000000 Penalty: 78877.539062
Splitting cluster 5 changes total score from -110687720.000000 to -110702176.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (21513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Entering Unmasked Estep 
Score: -2344407.000000 Penalty: 2474.150391
	Iteration 0F: 2 clusters Score -2344407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2329596.250000 Penalty: 4948.300781
	Iteration 0F: 3 clusters Score -2329596 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2336224.000000 Penalty: 4948.300781
	Iteration 1F: 3 clusters Score -2336224 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2338890.250000 Penalty: 4948.300781
	Iteration 2F: 3 clusters Score -2338890 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2342325.000000 Penalty: 4948.300781
	Iteration 3F: 3 clusters Score -2342325 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2345358.750000 Penalty: 4948.300781
	Iteration 4F: 3 clusters Score -2345359 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2347121.750000 Penalty: 4948.300781
	Iteration 5F: 3 clusters Score -2347122 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2348103.750000 Penalty: 4948.300781
	Iteration 6Q: 3 clusters Score -2348104 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2348674.500000 Penalty: 4948.300781
	Iteration 7Q: 3 clusters Score -2348674 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2349004.500000 Penalty: 4948.300781
	Iteration 8Q: 3 clusters Score -2349004 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2349161.750000 Penalty: 4948.300781
	Iteration 9Q: 3 clusters Score -2349162 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2349284.250000 Penalty: 4948.300781
	Iteration 10Q: 3 clusters Score -2349284 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2349335.250000 Penalty: 4948.300781
	Iteration 11Q: 3 clusters Score -2349335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2349375.750000 Penalty: 4948.300781
	Iteration 12Q: 3 clusters Score -2349376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2349404.750000 Penalty: 4948.300781
	Iteration 13Q: 3 clusters Score -2349405 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2349429.250000 Penalty: 4948.300781
	Iteration 14Q: 3 clusters Score -2349429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2349447.000000 Penalty: 4948.300781
	Iteration 15Q: 3 clusters Score -2349447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2349456.500000 Penalty: 4948.300781
	Iteration 16Q: 3 clusters Score -2349456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2349477.500000 Penalty: 4948.300781
	Iteration 17Q: 3 clusters Score -2349478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2349488.500000 Penalty: 4948.300781
	Iteration 18Q: 3 clusters Score -2349488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2349502.500000 Penalty: 4948.300781
	Iteration 19Q: 3 clusters Score -2349502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2349511.750000 Penalty: 4948.300781
	Iteration 20F: 3 clusters Score -2349512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2349524.750000 Penalty: 4948.300781
	Iteration 21Q: 3 clusters Score -2349525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2349540.750000 Penalty: 4948.300781
	Iteration 22Q: 3 clusters Score -2349541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2349558.750000 Penalty: 4948.300781
	Iteration 23Q: 3 clusters Score -2349559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2349589.250000 Penalty: 4948.300781
	Iteration 24Q: 3 clusters Score -2349589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2349657.250000 Penalty: 4948.300781
	Iteration 25Q: 3 clusters Score -2349657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2349765.500000 Penalty: 4948.300781
	Iteration 26Q: 3 clusters Score -2349766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2349898.250000 Penalty: 4948.300781
	Iteration 27Q: 3 clusters Score -2349898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2349964.000000 Penalty: 4948.300781
	Iteration 28Q: 3 clusters Score -2349964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2349993.750000 Penalty: 4948.300781
	Iteration 29Q: 3 clusters Score -2349994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2350008.250000 Penalty: 4948.300781
	Iteration 30Q: 3 clusters Score -2350008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2350025.750000 Penalty: 4948.300781
	Iteration 31Q: 3 clusters Score -2350026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2350024.000000 Penalty: 4948.300781
	Iteration 32Q: 3 clusters Score -2350024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2350021.250000 Penalty: 4948.300781
	Iteration 33Q: 3 clusters Score -2350021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2350027.000000 Penalty: 4948.300781
	Iteration 34Q: 3 clusters Score -2350027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2350037.000000 Penalty: 4948.300781
	Iteration 35Q: 3 clusters Score -2350037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2350032.750000 Penalty: 4948.300781
	Iteration 36Q: 3 clusters Score -2350033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2350032.750000 Penalty: 4948.300781
	Iteration 37Q: 3 clusters Score -2350033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2350032.750000 Penalty: 4948.300781
	Iteration 38Q: 3 clusters Score -2350033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2350031.750000 Penalty: 4948.300781
	Iteration 39Q: 3 clusters Score -2350032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2350034.000000 Penalty: 4948.300781
	Iteration 40F: 3 clusters Score -2350034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2350035.500000 Penalty: 4948.300781
	Iteration 41Q: 3 clusters Score -2350036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2350037.250000 Penalty: 4948.300781
	Iteration 42Q: 3 clusters Score -2350037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2350037.000000 Penalty: 4948.300781
	Iteration 43Q: 3 clusters Score -2350037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2350037.750000 Penalty: 4948.300781
	Iteration 44Q: 3 clusters Score -2350038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2350037.750000 Penalty: 4948.300781
	Iteration 45F: 3 clusters Score -2350038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Entering Unmasked Estep 
Score: -110706664.000000 Penalty: 82307.000000
Splitting cluster 6 changes total score from -110687720.000000 to -110706664.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (47061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Entering Unmasked Estep 
Score: -5152385.000000 Penalty: 2668.281738
	Iteration 0F: 2 clusters Score -5152385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -5120730.500000 Penalty: 5336.563477
	Iteration 0F: 3 clusters Score -5120730 nChanged 21892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5139370.000000 Penalty: 5336.563477
	Iteration 1F: 3 clusters Score -5139370 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5143546.500000 Penalty: 5336.563477
	Iteration 2F: 3 clusters Score -5143546 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5146226.000000 Penalty: 5336.563477
	Iteration 3F: 3 clusters Score -5146226 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -5148341.000000 Penalty: 5336.563477
	Iteration 4F: 3 clusters Score -5148341 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5149812.500000 Penalty: 5336.563477
	Iteration 5F: 3 clusters Score -5149812 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -5150985.500000 Penalty: 5336.563477
	Iteration 6F: 3 clusters Score -5150986 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5151951.500000 Penalty: 5336.563477
	Iteration 7Q: 3 clusters Score -5151952 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -5152892.000000 Penalty: 5336.563477
	Iteration 8Q: 3 clusters Score -5152892 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5153917.000000 Penalty: 5336.563477
	Iteration 9Q: 3 clusters Score -5153917 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -5155051.500000 Penalty: 5336.563477
	Iteration 10Q: 3 clusters Score -5155052 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5156098.000000 Penalty: 5336.563477
	Iteration 11Q: 3 clusters Score -5156098 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5156872.500000 Penalty: 5336.563477
	Iteration 12Q: 3 clusters Score -5156872 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -5157418.000000 Penalty: 5336.563477
	Iteration 13Q: 3 clusters Score -5157418 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -5157936.500000 Penalty: 5336.563477
	Iteration 14Q: 3 clusters Score -5157936 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5158379.000000 Penalty: 5336.563477
	Iteration 15Q: 3 clusters Score -5158379 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5158801.500000 Penalty: 5336.563477
	Iteration 16Q: 3 clusters Score -5158802 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5159254.000000 Penalty: 5336.563477
	Iteration 17Q: 3 clusters Score -5159254 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5159688.000000 Penalty: 5336.563477
	Iteration 18Q: 3 clusters Score -5159688 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5160125.000000 Penalty: 5336.563477
	Iteration 19Q: 3 clusters Score -5160125 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5160490.500000 Penalty: 5336.563477
	Iteration 20F: 3 clusters Score -5160490 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5160827.500000 Penalty: 5336.563477
	Iteration 21Q: 3 clusters Score -5160828 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5161061.500000 Penalty: 5336.563477
	Iteration 22Q: 3 clusters Score -5161062 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5161211.000000 Penalty: 5336.563477
	Iteration 23Q: 3 clusters Score -5161211 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5161335.000000 Penalty: 5336.563477
	Iteration 24Q: 3 clusters Score -5161335 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5161455.000000 Penalty: 5336.563477
	Iteration 25Q: 3 clusters Score -5161455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5161531.500000 Penalty: 5336.563477
	Iteration 26Q: 3 clusters Score -5161532 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5161595.500000 Penalty: 5336.563477
	Iteration 27Q: 3 clusters Score -5161596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5161647.500000 Penalty: 5336.563477
	Iteration 28Q: 3 clusters Score -5161648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -5161684.500000 Penalty: 5336.563477
	Iteration 29Q: 3 clusters Score -5161684 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5161724.500000 Penalty: 5336.563477
	Iteration 30Q: 3 clusters Score -5161724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5161753.000000 Penalty: 5336.563477
	Iteration 31Q: 3 clusters Score -5161753 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5161802.500000 Penalty: 5336.563477
	Iteration 32Q: 3 clusters Score -5161802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -5161836.000000 Penalty: 5336.563477
	Iteration 33Q: 3 clusters Score -5161836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5161870.000000 Penalty: 5336.563477
	Iteration 34Q: 3 clusters Score -5161870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5161898.500000 Penalty: 5336.563477
	Iteration 35Q: 3 clusters Score -5161898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -5161929.000000 Penalty: 5336.563477
	Iteration 36Q: 3 clusters Score -5161929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5161942.000000 Penalty: 5336.563477
	Iteration 37Q: 3 clusters Score -5161942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5161959.000000 Penalty: 5336.563477
	Iteration 38Q: 3 clusters Score -5161959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5161962.000000 Penalty: 5336.563477
	Iteration 39Q: 3 clusters Score -5161962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5161969.500000 Penalty: 5336.563477
	Iteration 40F: 3 clusters Score -5161970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5161977.500000 Penalty: 5336.563477
	Iteration 41Q: 3 clusters Score -5161978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5161977.500000 Penalty: 5336.563477
	Iteration 42Q: 3 clusters Score -5161978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5161996.500000 Penalty: 5336.563477
	Iteration 43Q: 3 clusters Score -5161996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -5162011.500000 Penalty: 5336.563477
	Iteration 44Q: 3 clusters Score -5162012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -5162020.000000 Penalty: 5336.563477
	Iteration 45Q: 3 clusters Score -5162020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5162035.500000 Penalty: 5336.563477
	Iteration 46Q: 3 clusters Score -5162036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5162027.000000 Penalty: 5336.563477
	Iteration 47Q: 3 clusters Score -5162027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5162043.500000 Penalty: 5336.563477
	Iteration 48Q: 3 clusters Score -5162044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5162071.500000 Penalty: 5336.563477
	Iteration 49Q: 3 clusters Score -5162072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5162372.500000 Penalty: 5336.563477
	Iteration 50Q: 3 clusters Score -5162372 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -5163539.000000 Penalty: 5336.563477
	Iteration 51Q: 3 clusters Score -5163539 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5165147.500000 Penalty: 5336.563477
	Iteration 52Q: 3 clusters Score -5165148 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5167158.500000 Penalty: 5336.563477
	Iteration 53Q: 3 clusters Score -5167158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5169971.500000 Penalty: 5336.563477
	Iteration 54Q: 3 clusters Score -5169972 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5173570.000000 Penalty: 5336.563477
	Iteration 55Q: 3 clusters Score -5173570 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5176668.000000 Penalty: 5336.563477
	Iteration 56Q: 3 clusters Score -5176668 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5178777.500000 Penalty: 5336.563477
	Iteration 57Q: 3 clusters Score -5178778 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5179934.500000 Penalty: 5336.563477
	Iteration 58Q: 3 clusters Score -5179934 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5180708.500000 Penalty: 5336.563477
	Iteration 59Q: 3 clusters Score -5180708 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5182379.000000 Penalty: 5336.563477
	Iteration 60F: 3 clusters Score -5182379 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5182734.000000 Penalty: 5336.563477
	Iteration 61Q: 3 clusters Score -5182734 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -5182939.000000 Penalty: 5336.563477
	Iteration 62Q: 3 clusters Score -5182939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5183057.000000 Penalty: 5336.563477
	Iteration 63Q: 3 clusters Score -5183057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -5183105.000000 Penalty: 5336.563477
	Iteration 64Q: 3 clusters Score -5183105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5183134.000000 Penalty: 5336.563477
	Iteration 65Q: 3 clusters Score -5183134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -5183161.500000 Penalty: 5336.563477
	Iteration 66Q: 3 clusters Score -5183162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5183165.000000 Penalty: 5336.563477
	Iteration 67Q: 3 clusters Score -5183165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5183171.000000 Penalty: 5336.563477
	Iteration 68Q: 3 clusters Score -5183171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5183172.000000 Penalty: 5336.563477
	Iteration 69Q: 3 clusters Score -5183172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5183182.500000 Penalty: 5336.563477
	Iteration 70Q: 3 clusters Score -5183182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5183186.500000 Penalty: 5336.563477
	Iteration 71Q: 3 clusters Score -5183186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5183184.500000 Penalty: 5336.563477
	Iteration 72Q: 3 clusters Score -5183184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5183179.000000 Penalty: 5336.563477
	Iteration 73Q: 3 clusters Score -5183179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5183179.000000 Penalty: 5336.563477
	Iteration 74F: 3 clusters Score -5183179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Entering Unmasked Estep 
Score: -110736512.000000 Penalty: 85736.453125
Splitting cluster 7 changes total score from -110687720.000000 to -110736512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (40856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Entering Unmasked Estep 
Score: -4658464.500000 Penalty: 2633.216797
	Iteration 0F: 2 clusters Score -4658464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4630596.000000 Penalty: 5266.433594
	Iteration 0F: 3 clusters Score -4630596 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4640898.000000 Penalty: 5266.433594
	Iteration 1F: 3 clusters Score -4640898 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4641588.000000 Penalty: 5266.433594
	Iteration 2Q: 3 clusters Score -4641588 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4642424.500000 Penalty: 5266.433594
	Iteration 3Q: 3 clusters Score -4642424 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4643510.000000 Penalty: 5266.433594
	Iteration 4F: 3 clusters Score -4643510 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4645022.000000 Penalty: 5266.433594
	Iteration 5F: 3 clusters Score -4645022 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4647110.000000 Penalty: 5266.433594
	Iteration 6F: 3 clusters Score -4647110 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4649930.500000 Penalty: 5266.433594
	Iteration 7F: 3 clusters Score -4649930 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -4653423.500000 Penalty: 5266.433594
	Iteration 8F: 3 clusters Score -4653424 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4656334.000000 Penalty: 5266.433594
	Iteration 9F: 3 clusters Score -4656334 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4657864.500000 Penalty: 5266.433594
	Iteration 10Q: 3 clusters Score -4657864 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4658433.000000 Penalty: 5266.433594
	Iteration 11Q: 3 clusters Score -4658433 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4658726.500000 Penalty: 5266.433594
	Iteration 12Q: 3 clusters Score -4658726 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4658881.000000 Penalty: 5266.433594
	Iteration 13Q: 3 clusters Score -4658881 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -4658980.500000 Penalty: 5266.433594
	Iteration 14Q: 3 clusters Score -4658980 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4659061.000000 Penalty: 5266.433594
	Iteration 15Q: 3 clusters Score -4659061 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4659111.500000 Penalty: 5266.433594
	Iteration 16Q: 3 clusters Score -4659112 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4659152.500000 Penalty: 5266.433594
	Iteration 17Q: 3 clusters Score -4659152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4659189.000000 Penalty: 5266.433594
	Iteration 18Q: 3 clusters Score -4659189 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4659205.000000 Penalty: 5266.433594
	Iteration 19Q: 3 clusters Score -4659205 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4659213.500000 Penalty: 5266.433594
	Iteration 20F: 3 clusters Score -4659214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4659212.000000 Penalty: 5266.433594
	Iteration 21Q: 3 clusters Score -4659212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4659221.500000 Penalty: 5266.433594
	Iteration 22Q: 3 clusters Score -4659222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -4659219.000000 Penalty: 5266.433594
	Iteration 23Q: 3 clusters Score -4659219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4659224.500000 Penalty: 5266.433594
	Iteration 24Q: 3 clusters Score -4659224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4659237.500000 Penalty: 5266.433594
	Iteration 25Q: 3 clusters Score -4659238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4659238.000000 Penalty: 5266.433594
	Iteration 26Q: 3 clusters Score -4659238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4659239.500000 Penalty: 5266.433594
	Iteration 27Q: 3 clusters Score -4659240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4659241.000000 Penalty: 5266.433594
	Iteration 28Q: 3 clusters Score -4659241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4659239.500000 Penalty: 5266.433594
	Iteration 29Q: 3 clusters Score -4659240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4659239.000000 Penalty: 5266.433594
	Iteration 30Q: 3 clusters Score -4659239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -4659237.000000 Penalty: 5266.433594
	Iteration 31Q: 3 clusters Score -4659237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4659235.500000 Penalty: 5266.433594
	Iteration 32Q: 3 clusters Score -4659236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4659233.500000 Penalty: 5266.433594
	Iteration 33Q: 3 clusters Score -4659234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -4659234.500000 Penalty: 5266.433594
	Iteration 34Q: 3 clusters Score -4659234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4659233.000000 Penalty: 5266.433594
	Iteration 35Q: 3 clusters Score -4659233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4659227.500000 Penalty: 5266.433594
	Iteration 36Q: 3 clusters Score -4659228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4659228.000000 Penalty: 5266.433594
	Iteration 37Q: 3 clusters Score -4659228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4659229.500000 Penalty: 5266.433594
	Iteration 38Q: 3 clusters Score -4659230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4659238.500000 Penalty: 5266.433594
	Iteration 39Q: 3 clusters Score -4659238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4659237.000000 Penalty: 5266.433594
	Iteration 40F: 3 clusters Score -4659237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4659240.500000 Penalty: 5266.433594
	Iteration 41Q: 3 clusters Score -4659240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4659242.500000 Penalty: 5266.433594
	Iteration 42Q: 3 clusters Score -4659242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4659250.500000 Penalty: 5266.433594
	Iteration 43Q: 3 clusters Score -4659250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4659258.000000 Penalty: 5266.433594
	Iteration 44Q: 3 clusters Score -4659258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4659253.000000 Penalty: 5266.433594
	Iteration 45Q: 3 clusters Score -4659253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4659253.500000 Penalty: 5266.433594
	Iteration 46Q: 3 clusters Score -4659254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4659258.500000 Penalty: 5266.433594
	Iteration 47Q: 3 clusters Score -4659258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4659259.000000 Penalty: 5266.433594
	Iteration 48Q: 3 clusters Score -4659259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4659258.500000 Penalty: 5266.433594
	Iteration 49Q: 3 clusters Score -4659258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4659259.000000 Penalty: 5266.433594
	Iteration 50Q: 3 clusters Score -4659259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -4659260.500000 Penalty: 5266.433594
	Iteration 51Q: 3 clusters Score -4659260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -4659266.500000 Penalty: 5266.433594
	Iteration 52Q: 3 clusters Score -4659266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4659265.500000 Penalty: 5266.433594
	Iteration 53Q: 3 clusters Score -4659266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4659261.000000 Penalty: 5266.433594
	Iteration 54Q: 3 clusters Score -4659261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4659259.000000 Penalty: 5266.433594
	Iteration 55Q: 3 clusters Score -4659259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4659261.000000 Penalty: 5266.433594
	Iteration 56Q: 3 clusters Score -4659261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4659263.000000 Penalty: 5266.433594
	Iteration 57Q: 3 clusters Score -4659263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4659272.000000 Penalty: 5266.433594
	Iteration 58Q: 3 clusters Score -4659272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4659259.000000 Penalty: 5266.433594
	Iteration 59Q: 3 clusters Score -4659259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4659260.500000 Penalty: 5266.433594
	Iteration 60F: 3 clusters Score -4659260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4659268.000000 Penalty: 5266.433594
	Iteration 61Q: 3 clusters Score -4659268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4659261.000000 Penalty: 5266.433594
	Iteration 62Q: 3 clusters Score -4659261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4659261.500000 Penalty: 5266.433594
	Iteration 63Q: 3 clusters Score -4659262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4659257.500000 Penalty: 5266.433594
	Iteration 64Q: 3 clusters Score -4659258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4659260.000000 Penalty: 5266.433594
	Iteration 65Q: 3 clusters Score -4659260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4659260.000000 Penalty: 5266.433594
	Iteration 66F: 3 clusters Score -4659260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Entering Unmasked Estep 
Score: -110736048.000000 Penalty: 89165.914062
Splitting cluster 8 changes total score from -110687720.000000 to -110736048.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (51240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Entering Unmasked Estep 
Score: -5796553.000000 Penalty: 2689.380371
	Iteration 0F: 2 clusters Score -5796553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5762092.000000 Penalty: 5378.760742
	Iteration 0F: 3 clusters Score -5762092 nChanged 23722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5775076.500000 Penalty: 5378.760742
	Iteration 1F: 3 clusters Score -5775076 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5775761.500000 Penalty: 5378.760742
	Iteration 2Q: 3 clusters Score -5775762 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -5776526.500000 Penalty: 5378.760742
	Iteration 3Q: 3 clusters Score -5776526 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5777492.500000 Penalty: 5378.760742
	Iteration 4Q: 3 clusters Score -5777492 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5778990.000000 Penalty: 5378.760742
	Iteration 5F: 3 clusters Score -5778990 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5781404.500000 Penalty: 5378.760742
	Iteration 6F: 3 clusters Score -5781404 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -5784388.500000 Penalty: 5378.760742
	Iteration 7F: 3 clusters Score -5784388 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5787287.000000 Penalty: 5378.760742
	Iteration 8F: 3 clusters Score -5787287 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5789463.000000 Penalty: 5378.760742
	Iteration 9F: 3 clusters Score -5789463 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5790802.500000 Penalty: 5378.760742
	Iteration 10Q: 3 clusters Score -5790802 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5791581.500000 Penalty: 5378.760742
	Iteration 11Q: 3 clusters Score -5791582 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -5792027.000000 Penalty: 5378.760742
	Iteration 12Q: 3 clusters Score -5792027 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5792356.000000 Penalty: 5378.760742
	Iteration 13Q: 3 clusters Score -5792356 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5792588.000000 Penalty: 5378.760742
	Iteration 14Q: 3 clusters Score -5792588 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -5792818.000000 Penalty: 5378.760742
	Iteration 15Q: 3 clusters Score -5792818 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5793063.500000 Penalty: 5378.760742
	Iteration 16Q: 3 clusters Score -5793064 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5793275.000000 Penalty: 5378.760742
	Iteration 17Q: 3 clusters Score -5793275 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5793527.000000 Penalty: 5378.760742
	Iteration 18Q: 3 clusters Score -5793527 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5793832.500000 Penalty: 5378.760742
	Iteration 19Q: 3 clusters Score -5793832 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5794140.000000 Penalty: 5378.760742
	Iteration 20F: 3 clusters Score -5794140 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5794546.500000 Penalty: 5378.760742
	Iteration 21Q: 3 clusters Score -5794546 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5794842.500000 Penalty: 5378.760742
	Iteration 22Q: 3 clusters Score -5794842 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -5795176.500000 Penalty: 5378.760742
	Iteration 23Q: 3 clusters Score -5795176 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5795426.500000 Penalty: 5378.760742
	Iteration 24Q: 3 clusters Score -5795426 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -5795642.000000 Penalty: 5378.760742
	Iteration 25Q: 3 clusters Score -5795642 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5795828.500000 Penalty: 5378.760742
	Iteration 26Q: 3 clusters Score -5795828 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -5795973.500000 Penalty: 5378.760742
	Iteration 27Q: 3 clusters Score -5795974 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -5796058.500000 Penalty: 5378.760742
	Iteration 28Q: 3 clusters Score -5796058 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -5796133.500000 Penalty: 5378.760742
	Iteration 29Q: 3 clusters Score -5796134 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -5796181.500000 Penalty: 5378.760742
	Iteration 30Q: 3 clusters Score -5796182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -5796219.500000 Penalty: 5378.760742
	Iteration 31Q: 3 clusters Score -5796220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5796225.500000 Penalty: 5378.760742
	Iteration 32Q: 3 clusters Score -5796226 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -5796261.000000 Penalty: 5378.760742
	Iteration 33Q: 3 clusters Score -5796261 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -5796264.000000 Penalty: 5378.760742
	Iteration 34Q: 3 clusters Score -5796264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -5796274.000000 Penalty: 5378.760742
	Iteration 35Q: 3 clusters Score -5796274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5796298.500000 Penalty: 5378.760742
	Iteration 36Q: 3 clusters Score -5796298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -5796312.500000 Penalty: 5378.760742
	Iteration 37Q: 3 clusters Score -5796312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -5796310.500000 Penalty: 5378.760742
	Iteration 38Q: 3 clusters Score -5796310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -5796317.500000 Penalty: 5378.760742
	Iteration 39Q: 3 clusters Score -5796318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -5796318.000000 Penalty: 5378.760742
	Iteration 40F: 3 clusters Score -5796318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5796324.000000 Penalty: 5378.760742
	Iteration 41Q: 3 clusters Score -5796324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -5796326.500000 Penalty: 5378.760742
	Iteration 42Q: 3 clusters Score -5796326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5796335.500000 Penalty: 5378.760742
	Iteration 43Q: 3 clusters Score -5796336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5796331.500000 Penalty: 5378.760742
	Iteration 44Q: 3 clusters Score -5796332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5796338.500000 Penalty: 5378.760742
	Iteration 45Q: 3 clusters Score -5796338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -5796335.000000 Penalty: 5378.760742
	Iteration 46Q: 3 clusters Score -5796335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5796346.000000 Penalty: 5378.760742
	Iteration 47Q: 3 clusters Score -5796346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -5796341.000000 Penalty: 5378.760742
	Iteration 48Q: 3 clusters Score -5796341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5796352.500000 Penalty: 5378.760742
	Iteration 49Q: 3 clusters Score -5796352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -5796360.500000 Penalty: 5378.760742
	Iteration 50Q: 3 clusters Score -5796360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -5796354.000000 Penalty: 5378.760742
	Iteration 51Q: 3 clusters Score -5796354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -5796351.500000 Penalty: 5378.760742
	Iteration 52Q: 3 clusters Score -5796352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -5796357.500000 Penalty: 5378.760742
	Iteration 53Q: 3 clusters Score -5796358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -5796368.500000 Penalty: 5378.760742
	Iteration 54Q: 3 clusters Score -5796368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -5796370.500000 Penalty: 5378.760742
	Iteration 55Q: 3 clusters Score -5796370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5796368.000000 Penalty: 5378.760742
	Iteration 56Q: 3 clusters Score -5796368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5796368.000000 Penalty: 5378.760742
	Iteration 57F: 3 clusters Score -5796368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -150195.187500 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -150195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -148039.734375 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -148039.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -151339.656250 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -151339.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154212.109375 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -154212.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155497.015625 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -155497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155954.718750 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -155954.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -156194.734375 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -156194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -156218.046875 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -156218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -156218.984375 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -156219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -156218.984375 Penalty: 3724.358398
	Iteration 8F: 3 clusters Score -156219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 33070 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Entering Unmasked Estep 
Score: -110740528.000000 Penalty: 92595.375000
Splitting cluster 10 changes total score from -110687720.000000 to -110740528.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (33070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Entering Unmasked Estep 
Score: -3410749.000000 Penalty: 2580.782715
	Iteration 0F: 2 clusters Score -3410749 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 16434 members 
Entering Unmasked Estep 
Score: -3388307.750000 Penalty: 5161.565430
	Iteration 0F: 3 clusters Score -3388308 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3399032.250000 Penalty: 5161.565430
	Iteration 1F: 3 clusters Score -3399032 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3402877.750000 Penalty: 5161.565430
	Iteration 2F: 3 clusters Score -3402878 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3406573.500000 Penalty: 5161.565430
	Iteration 3F: 3 clusters Score -3406574 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3410539.000000 Penalty: 5161.565430
	Iteration 4F: 3 clusters Score -3410539 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3414280.500000 Penalty: 5161.565430
	Iteration 5F: 3 clusters Score -3414280 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3416935.000000 Penalty: 5161.565430
	Iteration 6F: 3 clusters Score -3416935 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3418270.500000 Penalty: 5161.565430
	Iteration 7Q: 3 clusters Score -3418270 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3418850.500000 Penalty: 5161.565430
	Iteration 8Q: 3 clusters Score -3418850 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3419165.000000 Penalty: 5161.565430
	Iteration 9Q: 3 clusters Score -3419165 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3419365.000000 Penalty: 5161.565430
	Iteration 10Q: 3 clusters Score -3419365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3419572.500000 Penalty: 5161.565430
	Iteration 11Q: 3 clusters Score -3419572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3419745.750000 Penalty: 5161.565430
	Iteration 12Q: 3 clusters Score -3419746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3419861.250000 Penalty: 5161.565430
	Iteration 13Q: 3 clusters Score -3419861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3419909.000000 Penalty: 5161.565430
	Iteration 14Q: 3 clusters Score -3419909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3419939.000000 Penalty: 5161.565430
	Iteration 15Q: 3 clusters Score -3419939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3419953.250000 Penalty: 5161.565430
	Iteration 16Q: 3 clusters Score -3419953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3419955.000000 Penalty: 5161.565430
	Iteration 17Q: 3 clusters Score -3419955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3419957.500000 Penalty: 5161.565430
	Iteration 18Q: 3 clusters Score -3419958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3419959.000000 Penalty: 5161.565430
	Iteration 19Q: 3 clusters Score -3419959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3419962.500000 Penalty: 5161.565430
	Iteration 20F: 3 clusters Score -3419962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 157462 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 504 members 
Entering Unmasked Estep 
Score: -110749096.000000 Penalty: 96024.828125
Splitting cluster 11 changes total score from -110687720.000000 to -110749096.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (157462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Entering Unmasked Estep 
Score: -17797918.000000 Penalty: 2967.800781
	Iteration 0F: 2 clusters Score -1.779792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -17692796.000000 Penalty: 5935.601562
	Iteration 0F: 3 clusters Score -1.76928e+07 nChanged 75029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -17736514.000000 Penalty: 5935.601562
	Iteration 1F: 3 clusters Score -1.773651e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -17737464.000000 Penalty: 5935.601562
	Iteration 2Q: 3 clusters Score -1.773746e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -17738720.000000 Penalty: 5935.601562
	Iteration 3Q: 3 clusters Score -1.773872e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -17740636.000000 Penalty: 5935.601562
	Iteration 4Q: 3 clusters Score -1.774064e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -17743868.000000 Penalty: 5935.601562
	Iteration 5Q: 3 clusters Score -1.774387e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -17749542.000000 Penalty: 5935.601562
	Iteration 6F: 3 clusters Score -1.774954e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -17758614.000000 Penalty: 5935.601562
	Iteration 7F: 3 clusters Score -1.775861e+07 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -17774458.000000 Penalty: 5935.601562
	Iteration 8F: 3 clusters Score -1.777446e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -17803808.000000 Penalty: 5935.601562
	Iteration 9F: 3 clusters Score -1.780381e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -17831836.000000 Penalty: 5935.601562
	Iteration 10F: 3 clusters Score -1.783184e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -17836386.000000 Penalty: 5935.601562
	Iteration 11Q: 3 clusters Score -1.783639e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -17837052.000000 Penalty: 5935.601562
	Iteration 12Q: 3 clusters Score -1.783705e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -17837320.000000 Penalty: 5935.601562
	Iteration 13Q: 3 clusters Score -1.783732e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 94321 members 
Entering Unmasked Estep 
Score: -17837450.000000 Penalty: 5935.601562
	Iteration 14Q: 3 clusters Score -1.783745e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -17837470.000000 Penalty: 5935.601562
	Iteration 15Q: 3 clusters Score -1.783747e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -17837534.000000 Penalty: 5935.601562
	Iteration 16Q: 3 clusters Score -1.783753e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -17837548.000000 Penalty: 5935.601562
	Iteration 17Q: 3 clusters Score -1.783755e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -17837482.000000 Penalty: 5935.601562
	Iteration 18Q: 3 clusters Score -1.783748e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -17837492.000000 Penalty: 5935.601562
	Iteration 19Q: 3 clusters Score -1.783749e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -17837480.000000 Penalty: 5935.601562
	Iteration 20F: 3 clusters Score -1.783748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -17837498.000000 Penalty: 5935.601562
	Iteration 21Q: 3 clusters Score -1.78375e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 92846 members 
Entering Unmasked Estep 
Score: -17837510.000000 Penalty: 5935.601562
	Iteration 22Q: 3 clusters Score -1.783751e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -17837520.000000 Penalty: 5935.601562
	Iteration 23Q: 3 clusters Score -1.783752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -17837516.000000 Penalty: 5935.601562
	Iteration 24Q: 3 clusters Score -1.783752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -17837516.000000 Penalty: 5935.601562
	Iteration 25Q: 3 clusters Score -1.783752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -17837518.000000 Penalty: 5935.601562
	Iteration 26Q: 3 clusters Score -1.783752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -17837536.000000 Penalty: 5935.601562
	Iteration 27Q: 3 clusters Score -1.783754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -17837546.000000 Penalty: 5935.601562
	Iteration 28Q: 3 clusters Score -1.783755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -17837550.000000 Penalty: 5935.601562
	Iteration 29Q: 3 clusters Score -1.783755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -17837548.000000 Penalty: 5935.601562
	Iteration 30Q: 3 clusters Score -1.783755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -17837566.000000 Penalty: 5935.601562
	Iteration 31Q: 3 clusters Score -1.783757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -17837576.000000 Penalty: 5935.601562
	Iteration 32Q: 3 clusters Score -1.783758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -17837572.000000 Penalty: 5935.601562
	Iteration 33Q: 3 clusters Score -1.783757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -17837564.000000 Penalty: 5935.601562
	Iteration 34Q: 3 clusters Score -1.783756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -17837566.000000 Penalty: 5935.601562
	Iteration 35Q: 3 clusters Score -1.783757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -17837576.000000 Penalty: 5935.601562
	Iteration 36Q: 3 clusters Score -1.783758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -17837572.000000 Penalty: 5935.601562
	Iteration 37Q: 3 clusters Score -1.783757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -17837574.000000 Penalty: 5935.601562
	Iteration 38Q: 3 clusters Score -1.783757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -17837568.000000 Penalty: 5935.601562
	Iteration 39Q: 3 clusters Score -1.783757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -17837580.000000 Penalty: 5935.601562
	Iteration 40F: 3 clusters Score -1.783758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -17837580.000000 Penalty: 5935.601562
	Iteration 41Q: 3 clusters Score -1.783758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -17837584.000000 Penalty: 5935.601562
	Iteration 42Q: 3 clusters Score -1.783758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -17837582.000000 Penalty: 5935.601562
	Iteration 43Q: 3 clusters Score -1.783758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -17837582.000000 Penalty: 5935.601562
	Iteration 44Q: 3 clusters Score -1.783758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -17837558.000000 Penalty: 5935.601562
	Iteration 45Q: 3 clusters Score -1.783756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -17837564.000000 Penalty: 5935.601562
	Iteration 46Q: 3 clusters Score -1.783756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -17837564.000000 Penalty: 5935.601562
	Iteration 47F: 3 clusters Score -1.783756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 92571 members 
Entering Unmasked Estep 
Score: -110788560.000000 Penalty: 99454.289062
Splitting cluster 12 changes total score from -110687720.000000 to -110788560.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (52160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Entering Unmasked Estep 
Score: -5928841.000000 Penalty: 2693.793701
	Iteration 0F: 2 clusters Score -5928841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -5893705.500000 Penalty: 5387.587402
	Iteration 0F: 3 clusters Score -5893706 nChanged 24170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5906962.500000 Penalty: 5387.587402
	Iteration 1F: 3 clusters Score -5906962 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5907623.000000 Penalty: 5387.587402
	Iteration 2Q: 3 clusters Score -5907623 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5908131.500000 Penalty: 5387.587402
	Iteration 3Q: 3 clusters Score -5908132 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5908721.500000 Penalty: 5387.587402
	Iteration 4Q: 3 clusters Score -5908722 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5909463.500000 Penalty: 5387.587402
	Iteration 5Q: 3 clusters Score -5909464 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5910444.000000 Penalty: 5387.587402
	Iteration 6Q: 3 clusters Score -5910444 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5911834.500000 Penalty: 5387.587402
	Iteration 7F: 3 clusters Score -5911834 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -5913938.000000 Penalty: 5387.587402
	Iteration 8F: 3 clusters Score -5913938 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5916748.000000 Penalty: 5387.587402
	Iteration 9F: 3 clusters Score -5916748 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5919839.000000 Penalty: 5387.587402
	Iteration 10F: 3 clusters Score -5919839 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5922601.000000 Penalty: 5387.587402
	Iteration 11F: 3 clusters Score -5922601 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5924614.500000 Penalty: 5387.587402
	Iteration 12Q: 3 clusters Score -5924614 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5925593.000000 Penalty: 5387.587402
	Iteration 13Q: 3 clusters Score -5925593 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5926041.000000 Penalty: 5387.587402
	Iteration 14Q: 3 clusters Score -5926041 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5926245.000000 Penalty: 5387.587402
	Iteration 15Q: 3 clusters Score -5926245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5926378.500000 Penalty: 5387.587402
	Iteration 16Q: 3 clusters Score -5926378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5926438.000000 Penalty: 5387.587402
	Iteration 17Q: 3 clusters Score -5926438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5926480.500000 Penalty: 5387.587402
	Iteration 18Q: 3 clusters Score -5926480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5926497.000000 Penalty: 5387.587402
	Iteration 19Q: 3 clusters Score -5926497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5926513.500000 Penalty: 5387.587402
	Iteration 20F: 3 clusters Score -5926514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5926520.000000 Penalty: 5387.587402
	Iteration 21Q: 3 clusters Score -5926520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5926536.000000 Penalty: 5387.587402
	Iteration 22Q: 3 clusters Score -5926536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5926542.500000 Penalty: 5387.587402
	Iteration 23Q: 3 clusters Score -5926542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5926557.000000 Penalty: 5387.587402
	Iteration 24Q: 3 clusters Score -5926557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5926561.000000 Penalty: 5387.587402
	Iteration 25Q: 3 clusters Score -5926561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5926564.000000 Penalty: 5387.587402
	Iteration 26Q: 3 clusters Score -5926564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5926563.500000 Penalty: 5387.587402
	Iteration 27Q: 3 clusters Score -5926564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5926563.500000 Penalty: 5387.587402
	Iteration 28F: 3 clusters Score -5926564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -263817.781250 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -263817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -260966.812500 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -260966.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -262122.906250 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -262122.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -263575.593750 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -263575.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -265713.218750 Penalty: 3891.326416
	Iteration 3F: 3 clusters Score -265713.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -267083.875000 Penalty: 3891.326416
	Iteration 4F: 3 clusters Score -267083.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -267636.812500 Penalty: 3891.326416
	Iteration 5F: 3 clusters Score -267636.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267828.968750 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -267829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -267906.281250 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -267906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267931.468750 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -267931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267956.812500 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -267956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -267975.375000 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -267975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267976.343750 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -267976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267976.343750 Penalty: 3891.326416
	Iteration 12F: 3 clusters Score -267976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 52607 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 92571 members 
Mstep: Class 30 contains 1180 members 
Entering Unmasked Estep 
Score: -110791216.000000 Penalty: 102883.750000
Splitting cluster 14 changes total score from -110687720.000000 to -110791216.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -130907.843750 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -130907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128819.476562 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -128819.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129134.500000 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -129134.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129205.531250 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -129205.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129231.773438 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -129231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -129252.328125 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -129252.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129283.601562 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -129283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129301.507812 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -129301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129307.898438 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -129307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129313.562500 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -129313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129319.726562 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -129319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129321.515625 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -129321.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129323.921875 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -129323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129325.460938 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -129325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129328.812500 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -129328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129331.101562 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -129331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129332.773438 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -129332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129335.750000 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -129335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129344.351562 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -129344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129354.320312 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -129354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129361.195312 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -129361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129371.523438 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -129371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129371.945312 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -129371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129372.421875 Penalty: 3509.601318
	Iteration 22Q: 3 clusters Score -129372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129373.476562 Penalty: 3509.601318
	Iteration 23Q: 3 clusters Score -129373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129375.703125 Penalty: 3509.601318
	Iteration 24Q: 3 clusters Score -129375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129378.828125 Penalty: 3509.601318
	Iteration 25Q: 3 clusters Score -129378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129380.000000 Penalty: 3509.601318
	Iteration 26Q: 3 clusters Score -129380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129387.523438 Penalty: 3509.601318
	Iteration 27Q: 3 clusters Score -129387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129395.218750 Penalty: 3509.601318
	Iteration 28Q: 3 clusters Score -129395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129401.570312 Penalty: 3509.601318
	Iteration 29Q: 3 clusters Score -129401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -129406.859375 Penalty: 3509.601318
	Iteration 30Q: 3 clusters Score -129406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -129410.703125 Penalty: 3509.601318
	Iteration 31Q: 3 clusters Score -129410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129415.695312 Penalty: 3509.601318
	Iteration 32Q: 3 clusters Score -129415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129418.398438 Penalty: 3509.601318
	Iteration 33Q: 3 clusters Score -129418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129418.960938 Penalty: 3509.601318
	Iteration 34Q: 3 clusters Score -129419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129425.554688 Penalty: 3509.601318
	Iteration 35Q: 3 clusters Score -129425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -129429.171875 Penalty: 3509.601318
	Iteration 36Q: 3 clusters Score -129429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -129430.867188 Penalty: 3509.601318
	Iteration 37Q: 3 clusters Score -129430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129437.335938 Penalty: 3509.601318
	Iteration 38Q: 3 clusters Score -129437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129441.062500 Penalty: 3509.601318
	Iteration 39Q: 3 clusters Score -129441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129443.601562 Penalty: 3509.601318
	Iteration 40F: 3 clusters Score -129443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129445.539062 Penalty: 3509.601318
	Iteration 41Q: 3 clusters Score -129445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129447.421875 Penalty: 3509.601318
	Iteration 42Q: 3 clusters Score -129447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129449.640625 Penalty: 3509.601318
	Iteration 43Q: 3 clusters Score -129449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -129451.195312 Penalty: 3509.601318
	Iteration 44Q: 3 clusters Score -129451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129451.937500 Penalty: 3509.601318
	Iteration 45Q: 3 clusters Score -129451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129452.812500 Penalty: 3509.601318
	Iteration 46Q: 3 clusters Score -129452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129454.898438 Penalty: 3509.601318
	Iteration 47Q: 3 clusters Score -129454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129456.046875 Penalty: 3509.601318
	Iteration 48Q: 3 clusters Score -129456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129456.046875 Penalty: 3509.601318
	Iteration 49F: 3 clusters Score -129456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Entering Unmasked Estep 
Score: -5787849.000000 Penalty: 2695.909912
	Iteration 0F: 2 clusters Score -5787849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5752438.000000 Penalty: 5391.819824
	Iteration 0F: 3 clusters Score -5752438 nChanged 24351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5766214.500000 Penalty: 5391.819824
	Iteration 1F: 3 clusters Score -5766214 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5767219.500000 Penalty: 5391.819824
	Iteration 2Q: 3 clusters Score -5767220 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5768485.500000 Penalty: 5391.819824
	Iteration 3Q: 3 clusters Score -5768486 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5769982.500000 Penalty: 5391.819824
	Iteration 4F: 3 clusters Score -5769982 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5771836.500000 Penalty: 5391.819824
	Iteration 5F: 3 clusters Score -5771836 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5774174.000000 Penalty: 5391.819824
	Iteration 6F: 3 clusters Score -5774174 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5777265.000000 Penalty: 5391.819824
	Iteration 7F: 3 clusters Score -5777265 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5780330.000000 Penalty: 5391.819824
	Iteration 8F: 3 clusters Score -5780330 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5782714.000000 Penalty: 5391.819824
	Iteration 9F: 3 clusters Score -5782714 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5784386.500000 Penalty: 5391.819824
	Iteration 10Q: 3 clusters Score -5784386 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5785646.000000 Penalty: 5391.819824
	Iteration 11Q: 3 clusters Score -5785646 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -5786680.000000 Penalty: 5391.819824
	Iteration 12Q: 3 clusters Score -5786680 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5787368.000000 Penalty: 5391.819824
	Iteration 13Q: 3 clusters Score -5787368 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5787778.000000 Penalty: 5391.819824
	Iteration 14Q: 3 clusters Score -5787778 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -5788048.500000 Penalty: 5391.819824
	Iteration 15Q: 3 clusters Score -5788048 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5788147.500000 Penalty: 5391.819824
	Iteration 16Q: 3 clusters Score -5788148 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5788226.500000 Penalty: 5391.819824
	Iteration 17Q: 3 clusters Score -5788226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5788235.000000 Penalty: 5391.819824
	Iteration 18Q: 3 clusters Score -5788235 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5788265.500000 Penalty: 5391.819824
	Iteration 19Q: 3 clusters Score -5788266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -5788291.500000 Penalty: 5391.819824
	Iteration 20F: 3 clusters Score -5788292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5788301.500000 Penalty: 5391.819824
	Iteration 21Q: 3 clusters Score -5788302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5788306.000000 Penalty: 5391.819824
	Iteration 22Q: 3 clusters Score -5788306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5788318.500000 Penalty: 5391.819824
	Iteration 23Q: 3 clusters Score -5788318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5788330.500000 Penalty: 5391.819824
	Iteration 24Q: 3 clusters Score -5788330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5788327.000000 Penalty: 5391.819824
	Iteration 25Q: 3 clusters Score -5788327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -5788334.000000 Penalty: 5391.819824
	Iteration 26Q: 3 clusters Score -5788334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5788344.500000 Penalty: 5391.819824
	Iteration 27Q: 3 clusters Score -5788344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5788339.500000 Penalty: 5391.819824
	Iteration 28Q: 3 clusters Score -5788340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5788330.500000 Penalty: 5391.819824
	Iteration 29Q: 3 clusters Score -5788330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -5788338.500000 Penalty: 5391.819824
	Iteration 30Q: 3 clusters Score -5788338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5788336.000000 Penalty: 5391.819824
	Iteration 31Q: 3 clusters Score -5788336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5788336.000000 Penalty: 5391.819824
	Iteration 32Q: 3 clusters Score -5788336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5788335.500000 Penalty: 5391.819824
	Iteration 33Q: 3 clusters Score -5788336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5788335.500000 Penalty: 5391.819824
	Iteration 34F: 3 clusters Score -5788336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 37038 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 92571 members 
Mstep: Class 30 contains 1180 members 
Mstep: Class 31 contains 15569 members 
Entering Unmasked Estep 
Score: -110790824.000000 Penalty: 106313.203125
Splitting cluster 16 changes total score from -110687720.000000 to -110790824.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (9259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Entering Unmasked Estep 
Score: -914061.812500 Penalty: 2265.071045
	Iteration 0F: 2 clusters Score -914061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -906935.875000 Penalty: 4530.142090
	Iteration 0F: 3 clusters Score -906935.9 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -909737.250000 Penalty: 4530.142090
	Iteration 1F: 3 clusters Score -909737.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -911163.312500 Penalty: 4530.142090
	Iteration 2F: 3 clusters Score -911163.3 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -912558.625000 Penalty: 4530.142090
	Iteration 3F: 3 clusters Score -912558.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -913690.625000 Penalty: 4530.142090
	Iteration 4F: 3 clusters Score -913690.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -914421.062500 Penalty: 4530.142090
	Iteration 5F: 3 clusters Score -914421.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -914921.625000 Penalty: 4530.142090
	Iteration 6F: 3 clusters Score -914921.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -915279.312500 Penalty: 4530.142090
	Iteration 7Q: 3 clusters Score -915279.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -915494.937500 Penalty: 4530.142090
	Iteration 8Q: 3 clusters Score -915494.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -915604.062500 Penalty: 4530.142090
	Iteration 9Q: 3 clusters Score -915604.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -915660.187500 Penalty: 4530.142090
	Iteration 10Q: 3 clusters Score -915660.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -915683.312500 Penalty: 4530.142090
	Iteration 11Q: 3 clusters Score -915683.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -915699.500000 Penalty: 4530.142090
	Iteration 12Q: 3 clusters Score -915699.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -915703.875000 Penalty: 4530.142090
	Iteration 13Q: 3 clusters Score -915703.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -915707.875000 Penalty: 4530.142090
	Iteration 14Q: 3 clusters Score -915707.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -915708.375000 Penalty: 4530.142090
	Iteration 15Q: 3 clusters Score -915708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -915712.000000 Penalty: 4530.142090
	Iteration 16Q: 3 clusters Score -915712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -915713.375000 Penalty: 4530.142090
	Iteration 17Q: 3 clusters Score -915713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -915714.312500 Penalty: 4530.142090
	Iteration 18Q: 3 clusters Score -915714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -915716.437500 Penalty: 4530.142090
	Iteration 19Q: 3 clusters Score -915716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -915718.312500 Penalty: 4530.142090
	Iteration 20F: 3 clusters Score -915718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -915718.125000 Penalty: 4530.142090
	Iteration 21Q: 3 clusters Score -915718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -915718.562500 Penalty: 4530.142090
	Iteration 22Q: 3 clusters Score -915718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -915718.562500 Penalty: 4530.142090
	Iteration 23F: 3 clusters Score -915718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 37038 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 417309 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 92571 members 
Mstep: Class 30 contains 1180 members 
Mstep: Class 31 contains 15569 members 
Mstep: Class 32 contains 5827 members 
Entering Unmasked Estep 
Score: -110791464.000000 Penalty: 109742.664062
Splitting cluster 17 changes total score from -110687720.000000 to -110791464.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (417309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417309 members 
Entering Unmasked Estep 
Score: -46783804.000000 Penalty: 3209.512451
	Iteration 0F: 2 clusters Score -4.67838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208684 members 
Mstep: Class 2 contains 208625 members 
Entering Unmasked Estep 
Score: -46600352.000000 Penalty: 6419.024902
	Iteration 0F: 3 clusters Score -4.660035e+07 nChanged 203017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205911 members 
Mstep: Class 2 contains 211398 members 
Entering Unmasked Estep 
Score: -46723552.000000 Penalty: 6419.024902
	Iteration 1F: 3 clusters Score -4.672355e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203965 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -46726776.000000 Penalty: 6419.024902
	Iteration 2Q: 3 clusters Score -4.672678e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201060 members 
Mstep: Class 2 contains 216249 members 
Entering Unmasked Estep 
Score: -46730600.000000 Penalty: 6419.024902
	Iteration 3Q: 3 clusters Score -4.67306e+07 nChanged 16933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196463 members 
Mstep: Class 2 contains 220846 members 
Entering Unmasked Estep 
Score: -46736784.000000 Penalty: 6419.024902
	Iteration 4Q: 3 clusters Score -4.673678e+07 nChanged 19843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189436 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -46745384.000000 Penalty: 6419.024902
	Iteration 5Q: 3 clusters Score -4.674538e+07 nChanged 22963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179149 members 
Mstep: Class 2 contains 238160 members 
Entering Unmasked Estep 
Score: -46757900.000000 Penalty: 6419.024902
	Iteration 6F: 3 clusters Score -4.67579e+07 nChanged 25424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 251494 members 
Entering Unmasked Estep 
Score: -46772784.000000 Penalty: 6419.024902
	Iteration 7F: 3 clusters Score -4.677278e+07 nChanged 25854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150819 members 
Mstep: Class 2 contains 266490 members 
Entering Unmasked Estep 
Score: -46790616.000000 Penalty: 6419.024902
	Iteration 8F: 3 clusters Score -4.679062e+07 nChanged 24080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 281084 members 
Entering Unmasked Estep 
Score: -46807916.000000 Penalty: 6419.024902
	Iteration 9F: 3 clusters Score -4.680792e+07 nChanged 20133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 293521 members 
Entering Unmasked Estep 
Score: -46819308.000000 Penalty: 6419.024902
	Iteration 10Q: 3 clusters Score -4.681931e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 304190 members 
Entering Unmasked Estep 
Score: -46824788.000000 Penalty: 6419.024902
	Iteration 11Q: 3 clusters Score -4.682479e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 313604 members 
Entering Unmasked Estep 
Score: -46826340.000000 Penalty: 6419.024902
	Iteration 12Q: 3 clusters Score -4.682634e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 322007 members 
Entering Unmasked Estep 
Score: -46825488.000000 Penalty: 6419.024902
	Iteration 13Q: 3 clusters Score -4.682549e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 329037 members 
Entering Unmasked Estep 
Score: -46823904.000000 Penalty: 6419.024902
	Iteration 14Q: 3 clusters Score -4.68239e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 334933 members 
Entering Unmasked Estep 
Score: -46822288.000000 Penalty: 6419.024902
	Iteration 15Q: 3 clusters Score -4.682229e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 339762 members 
Entering Unmasked Estep 
Score: -46820540.000000 Penalty: 6419.024902
	Iteration 16Q: 3 clusters Score -4.682054e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 343789 members 
Entering Unmasked Estep 
Score: -46818916.000000 Penalty: 6419.024902
	Iteration 17Q: 3 clusters Score -4.681892e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 347189 members 
Entering Unmasked Estep 
Score: -46817404.000000 Penalty: 6419.024902
	Iteration 18Q: 3 clusters Score -4.68174e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 350039 members 
Entering Unmasked Estep 
Score: -46816224.000000 Penalty: 6419.024902
	Iteration 19Q: 3 clusters Score -4.681622e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 352578 members 
Entering Unmasked Estep 
Score: -46814972.000000 Penalty: 6419.024902
	Iteration 20F: 3 clusters Score -4.681497e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 354749 members 
Entering Unmasked Estep 
Score: -46814132.000000 Penalty: 6419.024902
	Iteration 21Q: 3 clusters Score -4.681413e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 356809 members 
Entering Unmasked Estep 
Score: -46813288.000000 Penalty: 6419.024902
	Iteration 22Q: 3 clusters Score -4.681329e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 358743 members 
Entering Unmasked Estep 
Score: -46812548.000000 Penalty: 6419.024902
	Iteration 23Q: 3 clusters Score -4.681255e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 360649 members 
Entering Unmasked Estep 
Score: -46811932.000000 Penalty: 6419.024902
	Iteration 24Q: 3 clusters Score -4.681193e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 362410 members 
Entering Unmasked Estep 
Score: -46811576.000000 Penalty: 6419.024902
	Iteration 25Q: 3 clusters Score -4.681158e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 364145 members 
Entering Unmasked Estep 
Score: -46811160.000000 Penalty: 6419.024902
	Iteration 26Q: 3 clusters Score -4.681116e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 365747 members 
Entering Unmasked Estep 
Score: -46810628.000000 Penalty: 6419.024902
	Iteration 27Q: 3 clusters Score -4.681063e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 367196 members 
Entering Unmasked Estep 
Score: -46810072.000000 Penalty: 6419.024902
	Iteration 28Q: 3 clusters Score -4.681007e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 368618 members 
Entering Unmasked Estep 
Score: -46809540.000000 Penalty: 6419.024902
	Iteration 29Q: 3 clusters Score -4.680954e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 370053 members 
Entering Unmasked Estep 
Score: -46809252.000000 Penalty: 6419.024902
	Iteration 30Q: 3 clusters Score -4.680925e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 371405 members 
Entering Unmasked Estep 
Score: -46808952.000000 Penalty: 6419.024902
	Iteration 31Q: 3 clusters Score -4.680895e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 372749 members 
Entering Unmasked Estep 
Score: -46808524.000000 Penalty: 6419.024902
	Iteration 32Q: 3 clusters Score -4.680852e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 374023 members 
Entering Unmasked Estep 
Score: -46808052.000000 Penalty: 6419.024902
	Iteration 33Q: 3 clusters Score -4.680805e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 375267 members 
Entering Unmasked Estep 
Score: -46807412.000000 Penalty: 6419.024902
	Iteration 34Q: 3 clusters Score -4.680741e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 376459 members 
Entering Unmasked Estep 
Score: -46806828.000000 Penalty: 6419.024902
	Iteration 35Q: 3 clusters Score -4.680683e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 377604 members 
Entering Unmasked Estep 
Score: -46806220.000000 Penalty: 6419.024902
	Iteration 36Q: 3 clusters Score -4.680622e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 378674 members 
Entering Unmasked Estep 
Score: -46805996.000000 Penalty: 6419.024902
	Iteration 37Q: 3 clusters Score -4.6806e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 379750 members 
Entering Unmasked Estep 
Score: -46805436.000000 Penalty: 6419.024902
	Iteration 38Q: 3 clusters Score -4.680544e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 380761 members 
Entering Unmasked Estep 
Score: -46805012.000000 Penalty: 6419.024902
	Iteration 39Q: 3 clusters Score -4.680501e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 381736 members 
Entering Unmasked Estep 
Score: -46804568.000000 Penalty: 6419.024902
	Iteration 40F: 3 clusters Score -4.680457e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 382698 members 
Entering Unmasked Estep 
Score: -46804108.000000 Penalty: 6419.024902
	Iteration 41Q: 3 clusters Score -4.680411e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 383628 members 
Entering Unmasked Estep 
Score: -46803564.000000 Penalty: 6419.024902
	Iteration 42Q: 3 clusters Score -4.680356e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 384567 members 
Entering Unmasked Estep 
Score: -46803300.000000 Penalty: 6419.024902
	Iteration 43Q: 3 clusters Score -4.68033e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 385522 members 
Entering Unmasked Estep 
Score: -46802876.000000 Penalty: 6419.024902
	Iteration 44Q: 3 clusters Score -4.680288e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 386419 members 
Entering Unmasked Estep 
Score: -46802444.000000 Penalty: 6419.024902
	Iteration 45Q: 3 clusters Score -4.680244e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 387278 members 
Entering Unmasked Estep 
Score: -46802088.000000 Penalty: 6419.024902
	Iteration 46Q: 3 clusters Score -4.680209e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 388127 members 
Entering Unmasked Estep 
Score: -46801784.000000 Penalty: 6419.024902
	Iteration 47Q: 3 clusters Score -4.680178e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 388958 members 
Entering Unmasked Estep 
Score: -46801648.000000 Penalty: 6419.024902
	Iteration 48Q: 3 clusters Score -4.680165e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 389755 members 
Entering Unmasked Estep 
Score: -46801424.000000 Penalty: 6419.024902
	Iteration 49Q: 3 clusters Score -4.680142e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 390511 members 
Entering Unmasked Estep 
Score: -46801332.000000 Penalty: 6419.024902
	Iteration 50Q: 3 clusters Score -4.680133e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 391293 members 
Entering Unmasked Estep 
Score: -46801132.000000 Penalty: 6419.024902
	Iteration 51Q: 3 clusters Score -4.680113e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 392126 members 
Entering Unmasked Estep 
Score: -46801112.000000 Penalty: 6419.024902
	Iteration 52Q: 3 clusters Score -4.680111e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 392962 members 
Entering Unmasked Estep 
Score: -46801024.000000 Penalty: 6419.024902
	Iteration 53Q: 3 clusters Score -4.680102e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 393799 members 
Entering Unmasked Estep 
Score: -46801092.000000 Penalty: 6419.024902
	Iteration 54Q: 3 clusters Score -4.680109e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 394551 members 
Entering Unmasked Estep 
Score: -46801260.000000 Penalty: 6419.024902
	Iteration 55Q: 3 clusters Score -4.680126e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 395196 members 
Entering Unmasked Estep 
Score: -46801360.000000 Penalty: 6419.024902
	Iteration 56Q: 3 clusters Score -4.680136e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 395746 members 
Entering Unmasked Estep 
Score: -46801488.000000 Penalty: 6419.024902
	Iteration 57Q: 3 clusters Score -4.680149e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 396212 members 
Entering Unmasked Estep 
Score: -46801400.000000 Penalty: 6419.024902
	Iteration 58Q: 3 clusters Score -4.68014e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 396602 members 
Entering Unmasked Estep 
Score: -46801452.000000 Penalty: 6419.024902
	Iteration 59Q: 3 clusters Score -4.680145e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 396921 members 
Entering Unmasked Estep 
Score: -46801428.000000 Penalty: 6419.024902
	Iteration 60F: 3 clusters Score -4.680143e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 397198 members 
Entering Unmasked Estep 
Score: -46801496.000000 Penalty: 6419.024902
	Iteration 61Q: 3 clusters Score -4.68015e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 397447 members 
Entering Unmasked Estep 
Score: -46801460.000000 Penalty: 6419.024902
	Iteration 62Q: 3 clusters Score -4.680146e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 397671 members 
Entering Unmasked Estep 
Score: -46801496.000000 Penalty: 6419.024902
	Iteration 63Q: 3 clusters Score -4.68015e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 397857 members 
Entering Unmasked Estep 
Score: -46801392.000000 Penalty: 6419.024902
	Iteration 64Q: 3 clusters Score -4.680139e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 398018 members 
Entering Unmasked Estep 
Score: -46801328.000000 Penalty: 6419.024902
	Iteration 65Q: 3 clusters Score -4.680133e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 398161 members 
Entering Unmasked Estep 
Score: -46801304.000000 Penalty: 6419.024902
	Iteration 66Q: 3 clusters Score -4.68013e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 398267 members 
Entering Unmasked Estep 
Score: -46801324.000000 Penalty: 6419.024902
	Iteration 67Q: 3 clusters Score -4.680132e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 398353 members 
Entering Unmasked Estep 
Score: -46801336.000000 Penalty: 6419.024902
	Iteration 68Q: 3 clusters Score -4.680134e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 398432 members 
Entering Unmasked Estep 
Score: -46801276.000000 Penalty: 6419.024902
	Iteration 69Q: 3 clusters Score -4.680128e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 398518 members 
Entering Unmasked Estep 
Score: -46801196.000000 Penalty: 6419.024902
	Iteration 70Q: 3 clusters Score -4.68012e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 398590 members 
Entering Unmasked Estep 
Score: -46801164.000000 Penalty: 6419.024902
	Iteration 71Q: 3 clusters Score -4.680116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 398648 members 
Entering Unmasked Estep 
Score: -46801124.000000 Penalty: 6419.024902
	Iteration 72Q: 3 clusters Score -4.680112e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 398698 members 
Entering Unmasked Estep 
Score: -46801072.000000 Penalty: 6419.024902
	Iteration 73Q: 3 clusters Score -4.680107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 398750 members 
Entering Unmasked Estep 
Score: -46801052.000000 Penalty: 6419.024902
	Iteration 74Q: 3 clusters Score -4.680105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 398790 members 
Entering Unmasked Estep 
Score: -46801096.000000 Penalty: 6419.024902
	Iteration 75Q: 3 clusters Score -4.68011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 398806 members 
Entering Unmasked Estep 
Score: -46801072.000000 Penalty: 6419.024902
	Iteration 76Q: 3 clusters Score -4.680107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 398824 members 
Entering Unmasked Estep 
Score: -46801068.000000 Penalty: 6419.024902
	Iteration 77Q: 3 clusters Score -4.680107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 398841 members 
Entering Unmasked Estep 
Score: -46801056.000000 Penalty: 6419.024902
	Iteration 78Q: 3 clusters Score -4.680106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 398856 members 
Entering Unmasked Estep 
Score: -46801016.000000 Penalty: 6419.024902
	Iteration 79Q: 3 clusters Score -4.680102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 398869 members 
Entering Unmasked Estep 
Score: -46801004.000000 Penalty: 6419.024902
	Iteration 80F: 3 clusters Score -4.6801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 398885 members 
Entering Unmasked Estep 
Score: -46801040.000000 Penalty: 6419.024902
	Iteration 81Q: 3 clusters Score -4.680104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 398897 members 
Entering Unmasked Estep 
Score: -46801024.000000 Penalty: 6419.024902
	Iteration 82Q: 3 clusters Score -4.680102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 398914 members 
Entering Unmasked Estep 
Score: -46801008.000000 Penalty: 6419.024902
	Iteration 83Q: 3 clusters Score -4.680101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 398927 members 
Entering Unmasked Estep 
Score: -46800996.000000 Penalty: 6419.024902
	Iteration 84Q: 3 clusters Score -4.6801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 398941 members 
Entering Unmasked Estep 
Score: -46800956.000000 Penalty: 6419.024902
	Iteration 85Q: 3 clusters Score -4.680096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 398954 members 
Entering Unmasked Estep 
Score: -46801016.000000 Penalty: 6419.024902
	Iteration 86Q: 3 clusters Score -4.680102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 398972 members 
Entering Unmasked Estep 
Score: -46800984.000000 Penalty: 6419.024902
	Iteration 87Q: 3 clusters Score -4.680098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 398984 members 
Entering Unmasked Estep 
Score: -46800968.000000 Penalty: 6419.024902
	Iteration 88Q: 3 clusters Score -4.680097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 398997 members 
Entering Unmasked Estep 
Score: -46800940.000000 Penalty: 6419.024902
	Iteration 89Q: 3 clusters Score -4.680094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 399005 members 
Entering Unmasked Estep 
Score: -46800932.000000 Penalty: 6419.024902
	Iteration 90Q: 3 clusters Score -4.680093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 399012 members 
Entering Unmasked Estep 
Score: -46800932.000000 Penalty: 6419.024902
	Iteration 91Q: 3 clusters Score -4.680093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 399018 members 
Entering Unmasked Estep 
Score: -46800904.000000 Penalty: 6419.024902
	Iteration 92Q: 3 clusters Score -4.68009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 399026 members 
Entering Unmasked Estep 
Score: -46800888.000000 Penalty: 6419.024902
	Iteration 93Q: 3 clusters Score -4.680089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 399034 members 
Entering Unmasked Estep 
Score: -46800904.000000 Penalty: 6419.024902
	Iteration 94Q: 3 clusters Score -4.68009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 399041 members 
Entering Unmasked Estep 
Score: -46800912.000000 Penalty: 6419.024902
	Iteration 95Q: 3 clusters Score -4.680091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 399044 members 
Entering Unmasked Estep 
Score: -46800904.000000 Penalty: 6419.024902
	Iteration 96Q: 3 clusters Score -4.68009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 399044 members 
Entering Unmasked Estep 
Score: -46800904.000000 Penalty: 6419.024902
	Iteration 97F: 3 clusters Score -4.68009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 37038 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 18265 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 17785 members 
Mstep: Class 25 contains 43085 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 92571 members 
Mstep: Class 30 contains 1180 members 
Mstep: Class 31 contains 15569 members 
Mstep: Class 32 contains 5827 members 
Mstep: Class 33 contains 399044 members 
Entering Unmasked Estep 
Score: -110808440.000000 Penalty: 113172.125000
Splitting cluster 18 changes total score from -110687720.000000 to -110808440.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52621 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 37038 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110836248.000000 Penalty: 113172.125000
Iteration 39Q: 34 clusters Score -1.108362e+08 nChanged 35614
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 54121 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2104 members 
Mstep: Class 5 contains 12873 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 51944 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 71466 members 
Mstep: Class 13 contains 52286 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 38428 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 19298 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 839 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 19274 members 
Mstep: Class 24 contains 17401 members 
Mstep: Class 25 contains 40365 members 
Mstep: Class 26 contains 13892 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 530 members 
Mstep: Class 29 contains 93578 members 
Mstep: Class 30 contains 1174 members 
Mstep: Class 31 contains 15737 members 
Mstep: Class 32 contains 5540 members 
Mstep: Class 33 contains 388808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110862704.000000 Penalty: 113172.125000
Iteration 40F: 34 clusters Score -1.108627e+08 nChanged 29379
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 53966 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 11507 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 27113 members 
Mstep: Class 9 contains 51123 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 33122 members 
Mstep: Class 12 contains 74311 members 
Mstep: Class 13 contains 51926 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 37151 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 19803 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 843 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 18312 members 
Mstep: Class 24 contains 17361 members 
Mstep: Class 25 contains 39943 members 
Mstep: Class 26 contains 14119 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 526 members 
Mstep: Class 29 contains 96496 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 16113 members 
Mstep: Class 32 contains 5684 members 
Mstep: Class 33 contains 387520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110872192.000000 Penalty: 113172.125000
Iteration 41Q: 34 clusters Score -1.108722e+08 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 54005 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 5 contains 10525 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 26798 members 
Mstep: Class 9 contains 50503 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 32541 members 
Mstep: Class 12 contains 76910 members 
Mstep: Class 13 contains 51724 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 36479 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 20332 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 17438 members 
Mstep: Class 24 contains 17305 members 
Mstep: Class 25 contains 39659 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 522 members 
Mstep: Class 29 contains 98911 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16424 members 
Mstep: Class 32 contains 5718 members 
Mstep: Class 33 contains 385294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110877120.000000 Penalty: 113172.125000
Iteration 42Q: 34 clusters Score -1.108771e+08 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 54187 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 26569 members 
Mstep: Class 9 contains 50004 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 32013 members 
Mstep: Class 12 contains 79334 members 
Mstep: Class 13 contains 51606 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 36055 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 19 contains 10657 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 16678 members 
Mstep: Class 24 contains 17260 members 
Mstep: Class 25 contains 39468 members 
Mstep: Class 26 contains 14481 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 522 members 
Mstep: Class 29 contains 100872 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16686 members 
Mstep: Class 32 contains 5782 members 
Mstep: Class 33 contains 382811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110880184.000000 Penalty: 113172.125000
Iteration 43Q: 34 clusters Score -1.108802e+08 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 54538 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 26388 members 
Mstep: Class 9 contains 49600 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 81512 members 
Mstep: Class 13 contains 51520 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 35744 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 18 contains 21233 members 
Mstep: Class 19 contains 10767 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 4105 members 
Mstep: Class 23 contains 15990 members 
Mstep: Class 24 contains 17214 members 
Mstep: Class 25 contains 39359 members 
Mstep: Class 26 contains 14614 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 524 members 
Mstep: Class 29 contains 102491 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16906 members 
Mstep: Class 32 contains 5822 members 
Mstep: Class 33 contains 380317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110883016.000000 Penalty: 113172.125000
Iteration 44Q: 34 clusters Score -1.10883e+08 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 54905 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 26254 members 
Mstep: Class 9 contains 49266 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 31202 members 
Mstep: Class 12 contains 83465 members 
Mstep: Class 13 contains 51421 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 35553 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 21599 members 
Mstep: Class 19 contains 10838 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 15449 members 
Mstep: Class 24 contains 17174 members 
Mstep: Class 25 contains 39295 members 
Mstep: Class 26 contains 14728 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 524 members 
Mstep: Class 29 contains 103747 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17077 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 378025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885184.000000 Penalty: 113172.125000
Iteration 45Q: 34 clusters Score -1.108852e+08 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 55299 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 3901 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 26150 members 
Mstep: Class 9 contains 48918 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30913 members 
Mstep: Class 12 contains 85327 members 
Mstep: Class 13 contains 51309 members 
Mstep: Class 14 contains 1379 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 35382 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 21904 members 
Mstep: Class 19 contains 10878 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 15034 members 
Mstep: Class 24 contains 17135 members 
Mstep: Class 25 contains 39260 members 
Mstep: Class 26 contains 14824 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 524 members 
Mstep: Class 29 contains 104734 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17219 members 
Mstep: Class 32 contains 5872 members 
Mstep: Class 33 contains 375876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110886552.000000 Penalty: 113172.125000
Iteration 46Q: 34 clusters Score -1.108866e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 55703 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 7991 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 48575 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30683 members 
Mstep: Class 12 contains 87054 members 
Mstep: Class 13 contains 51241 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 35224 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 22175 members 
Mstep: Class 19 contains 10905 members 
Mstep: Class 20 contains 3840 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 14680 members 
Mstep: Class 24 contains 17111 members 
Mstep: Class 25 contains 39220 members 
Mstep: Class 26 contains 14911 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 524 members 
Mstep: Class 29 contains 105573 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17339 members 
Mstep: Class 32 contains 5895 members 
Mstep: Class 33 contains 373929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110888064.000000 Penalty: 113172.125000
Iteration 47Q: 34 clusters Score -1.108881e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 56132 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 25884 members 
Mstep: Class 9 contains 48259 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30544 members 
Mstep: Class 12 contains 88585 members 
Mstep: Class 13 contains 51168 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 35088 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 22399 members 
Mstep: Class 19 contains 10910 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 4203 members 
Mstep: Class 23 contains 14383 members 
Mstep: Class 24 contains 17076 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 14972 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 106261 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17433 members 
Mstep: Class 32 contains 5890 members 
Mstep: Class 33 contains 372140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110889600.000000 Penalty: 113172.125000
Iteration 48Q: 34 clusters Score -1.108896e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 56533 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 25805 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30422 members 
Mstep: Class 12 contains 89928 members 
Mstep: Class 13 contains 51106 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34968 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 22583 members 
Mstep: Class 19 contains 10920 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 14149 members 
Mstep: Class 24 contains 17057 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 15030 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 106783 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17507 members 
Mstep: Class 32 contains 5897 members 
Mstep: Class 33 contains 370570 members 
Entering Unmasked Estep 
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Iteration 49Q: 34 clusters Score -1.108905e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 56946 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 25724 members 
Mstep: Class 9 contains 47713 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30335 members 
Mstep: Class 12 contains 91162 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34869 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 22733 members 
Mstep: Class 19 contains 10915 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 13960 members 
Mstep: Class 24 contains 17042 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 15083 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 107183 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17567 members 
Mstep: Class 32 contains 5899 members 
Mstep: Class 33 contains 369097 members 
Entering Unmasked Estep 
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Score: -110891376.000000 Penalty: 113172.125000
Iteration 50Q: 34 clusters Score -1.108914e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 57372 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25651 members 
Mstep: Class 9 contains 47500 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30250 members 
Mstep: Class 12 contains 92296 members 
Mstep: Class 13 contains 51008 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34799 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 22863 members 
Mstep: Class 19 contains 10900 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 13814 members 
Mstep: Class 24 contains 17030 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 15125 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 107477 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17602 members 
Mstep: Class 32 contains 5902 members 
Mstep: Class 33 contains 367723 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 34 clusters Score -1.108919e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 57782 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25606 members 
Mstep: Class 9 contains 47305 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30182 members 
Mstep: Class 12 contains 93338 members 
Mstep: Class 13 contains 50969 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34737 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 22964 members 
Mstep: Class 19 contains 10895 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 13716 members 
Mstep: Class 24 contains 17021 members 
Mstep: Class 25 contains 39175 members 
Mstep: Class 26 contains 15167 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 107693 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17649 members 
Mstep: Class 32 contains 5901 members 
Mstep: Class 33 contains 366380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110892816.000000 Penalty: 113172.125000
Iteration 52Q: 34 clusters Score -1.108928e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 58217 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25577 members 
Mstep: Class 9 contains 47131 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30112 members 
Mstep: Class 12 contains 94311 members 
Mstep: Class 13 contains 50929 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34678 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 23072 members 
Mstep: Class 19 contains 10896 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 13653 members 
Mstep: Class 24 contains 17009 members 
Mstep: Class 25 contains 39165 members 
Mstep: Class 26 contains 15195 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 107853 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17687 members 
Mstep: Class 32 contains 5899 members 
Mstep: Class 33 contains 365100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110893304.000000 Penalty: 113172.125000
Iteration 53Q: 34 clusters Score -1.108933e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 58680 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25558 members 
Mstep: Class 9 contains 46969 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30071 members 
Mstep: Class 12 contains 95254 members 
Mstep: Class 13 contains 50873 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34621 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 19 contains 10893 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 15222 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 107979 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17704 members 
Mstep: Class 32 contains 5899 members 
Mstep: Class 33 contains 363817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 34 clusters Score -1.108942e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 59115 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 7065 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25540 members 
Mstep: Class 9 contains 46823 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 30032 members 
Mstep: Class 12 contains 96127 members 
Mstep: Class 13 contains 50812 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 23283 members 
Mstep: Class 19 contains 10886 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 13549 members 
Mstep: Class 24 contains 16996 members 
Mstep: Class 25 contains 39148 members 
Mstep: Class 26 contains 15245 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108095 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17720 members 
Mstep: Class 32 contains 5900 members 
Mstep: Class 33 contains 362604 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.108947e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 59544 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25518 members 
Mstep: Class 9 contains 46697 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29991 members 
Mstep: Class 12 contains 96985 members 
Mstep: Class 13 contains 50761 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34505 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 18 contains 23367 members 
Mstep: Class 19 contains 10880 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 16989 members 
Mstep: Class 25 contains 39137 members 
Mstep: Class 26 contains 15262 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108205 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17735 members 
Mstep: Class 32 contains 5895 members 
Mstep: Class 33 contains 361422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110894984.000000 Penalty: 113172.125000
Iteration 56Q: 34 clusters Score -1.10895e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 59940 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 6988 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25491 members 
Mstep: Class 9 contains 46550 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29953 members 
Mstep: Class 12 contains 97774 members 
Mstep: Class 13 contains 50707 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34484 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 23436 members 
Mstep: Class 19 contains 10874 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 13452 members 
Mstep: Class 24 contains 16983 members 
Mstep: Class 25 contains 39119 members 
Mstep: Class 26 contains 15281 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108303 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17743 members 
Mstep: Class 32 contains 5896 members 
Mstep: Class 33 contains 360379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110895168.000000 Penalty: 113172.125000
Iteration 57Q: 34 clusters Score -1.108952e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 60319 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 6960 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25480 members 
Mstep: Class 9 contains 46395 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29926 members 
Mstep: Class 12 contains 98474 members 
Mstep: Class 13 contains 50664 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34465 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 18 contains 23482 members 
Mstep: Class 19 contains 10865 members 
Mstep: Class 20 contains 4679 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 16980 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 15291 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108386 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17745 members 
Mstep: Class 32 contains 5893 members 
Mstep: Class 33 contains 359430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110895528.000000 Penalty: 113172.125000
Iteration 58Q: 34 clusters Score -1.108955e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 60725 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25477 members 
Mstep: Class 9 contains 46272 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29892 members 
Mstep: Class 12 contains 99182 members 
Mstep: Class 13 contains 50625 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34452 members 
Mstep: Class 17 contains 4386 members 
Mstep: Class 18 contains 23539 members 
Mstep: Class 19 contains 10858 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13375 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 39098 members 
Mstep: Class 26 contains 15303 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108459 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17740 members 
Mstep: Class 32 contains 5897 members 
Mstep: Class 33 contains 358389 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.108961e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 61135 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25454 members 
Mstep: Class 9 contains 46141 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29869 members 
Mstep: Class 12 contains 99835 members 
Mstep: Class 13 contains 50582 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34437 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 23579 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 13348 members 
Mstep: Class 24 contains 16979 members 
Mstep: Class 25 contains 39092 members 
Mstep: Class 26 contains 15310 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108517 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17732 members 
Mstep: Class 32 contains 5897 members 
Mstep: Class 33 contains 357478 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.108963e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 61457 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 6893 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25440 members 
Mstep: Class 9 contains 46007 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29846 members 
Mstep: Class 12 contains 100454 members 
Mstep: Class 13 contains 50543 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34404 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 23611 members 
Mstep: Class 19 contains 10844 members 
Mstep: Class 20 contains 4926 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 13336 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 39087 members 
Mstep: Class 26 contains 15316 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108555 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17727 members 
Mstep: Class 32 contains 5900 members 
Mstep: Class 33 contains 356693 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.108965e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 61811 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 6881 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 45876 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29821 members 
Mstep: Class 12 contains 101014 members 
Mstep: Class 13 contains 50503 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34385 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 23638 members 
Mstep: Class 19 contains 10835 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 13330 members 
Mstep: Class 24 contains 16973 members 
Mstep: Class 25 contains 39077 members 
Mstep: Class 26 contains 15324 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108579 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17720 members 
Mstep: Class 32 contains 5905 members 
Mstep: Class 33 contains 355930 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.108968e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 62178 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25416 members 
Mstep: Class 9 contains 45730 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29807 members 
Mstep: Class 12 contains 101510 members 
Mstep: Class 13 contains 50475 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34365 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 23670 members 
Mstep: Class 19 contains 10819 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 13317 members 
Mstep: Class 24 contains 16970 members 
Mstep: Class 25 contains 39075 members 
Mstep: Class 26 contains 15327 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108609 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17711 members 
Mstep: Class 32 contains 5910 members 
Mstep: Class 33 contains 355226 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.108972e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 62522 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 6857 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25386 members 
Mstep: Class 9 contains 45623 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29783 members 
Mstep: Class 12 contains 101944 members 
Mstep: Class 13 contains 50455 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34342 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 23691 members 
Mstep: Class 19 contains 10801 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 13309 members 
Mstep: Class 24 contains 16967 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 15342 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108633 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17704 members 
Mstep: Class 32 contains 5913 members 
Mstep: Class 33 contains 354574 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -1.108975e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 62855 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 6850 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25363 members 
Mstep: Class 9 contains 45508 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 12 contains 102347 members 
Mstep: Class 13 contains 50428 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 18 contains 23703 members 
Mstep: Class 19 contains 10784 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 13298 members 
Mstep: Class 24 contains 16966 members 
Mstep: Class 25 contains 39070 members 
Mstep: Class 26 contains 15357 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108654 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17693 members 
Mstep: Class 32 contains 5913 members 
Mstep: Class 33 contains 353996 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -1.108976e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 63152 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25353 members 
Mstep: Class 9 contains 45392 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29758 members 
Mstep: Class 12 contains 102705 members 
Mstep: Class 13 contains 50388 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 23705 members 
Mstep: Class 19 contains 10769 members 
Mstep: Class 20 contains 5274 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13290 members 
Mstep: Class 24 contains 16959 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 15366 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108674 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17686 members 
Mstep: Class 32 contains 5912 members 
Mstep: Class 33 contains 353512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110897496.000000 Penalty: 113172.125000
Iteration 66Q: 34 clusters Score -1.108975e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 63450 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 25338 members 
Mstep: Class 9 contains 45296 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29738 members 
Mstep: Class 12 contains 103066 members 
Mstep: Class 13 contains 50361 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34260 members 
Mstep: Class 17 contains 4417 members 
Mstep: Class 18 contains 23724 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 13281 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 15373 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17680 members 
Mstep: Class 32 contains 5914 members 
Mstep: Class 33 contains 353007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110897744.000000 Penalty: 113172.125000
Iteration 67Q: 34 clusters Score -1.108977e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 63760 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 25308 members 
Mstep: Class 9 contains 45195 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29720 members 
Mstep: Class 12 contains 103418 members 
Mstep: Class 13 contains 50319 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34229 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 23734 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 5377 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 13272 members 
Mstep: Class 24 contains 16949 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 15377 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17673 members 
Mstep: Class 32 contains 5915 members 
Mstep: Class 33 contains 352546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898232.000000 Penalty: 113172.125000
Iteration 68Q: 34 clusters Score -1.108982e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 64042 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 45085 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29699 members 
Mstep: Class 12 contains 103735 members 
Mstep: Class 13 contains 50284 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 23740 members 
Mstep: Class 19 contains 10727 members 
Mstep: Class 20 contains 5435 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 16948 members 
Mstep: Class 25 contains 39080 members 
Mstep: Class 26 contains 15385 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17668 members 
Mstep: Class 32 contains 5915 members 
Mstep: Class 33 contains 352128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898448.000000 Penalty: 113172.125000
Iteration 69Q: 34 clusters Score -1.108984e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 64300 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 25268 members 
Mstep: Class 9 contains 44983 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29683 members 
Mstep: Class 12 contains 104030 members 
Mstep: Class 13 contains 50255 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34190 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 23746 members 
Mstep: Class 19 contains 10712 members 
Mstep: Class 20 contains 5490 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 13258 members 
Mstep: Class 24 contains 16948 members 
Mstep: Class 25 contains 39082 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108733 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17664 members 
Mstep: Class 32 contains 5916 members 
Mstep: Class 33 contains 351743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898368.000000 Penalty: 113172.125000
Iteration 70Q: 34 clusters Score -1.108984e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 64559 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 25249 members 
Mstep: Class 9 contains 44891 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29657 members 
Mstep: Class 12 contains 104303 members 
Mstep: Class 13 contains 50232 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34171 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 10706 members 
Mstep: Class 20 contains 5547 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 16948 members 
Mstep: Class 25 contains 39086 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108743 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17660 members 
Mstep: Class 32 contains 5918 members 
Mstep: Class 33 contains 351360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898184.000000 Penalty: 113172.125000
Iteration 71Q: 34 clusters Score -1.108982e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 64803 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6816 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25232 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29637 members 
Mstep: Class 12 contains 104563 members 
Mstep: Class 13 contains 50216 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34154 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13247 members 
Mstep: Class 24 contains 16946 members 
Mstep: Class 25 contains 39085 members 
Mstep: Class 26 contains 15403 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108757 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17649 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 351000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898224.000000 Penalty: 113172.125000
Iteration 72Q: 34 clusters Score -1.108982e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 65035 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25219 members 
Mstep: Class 9 contains 44733 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29620 members 
Mstep: Class 12 contains 104794 members 
Mstep: Class 13 contains 50201 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34142 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 10684 members 
Mstep: Class 20 contains 5656 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 16944 members 
Mstep: Class 25 contains 39080 members 
Mstep: Class 26 contains 15407 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108769 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17641 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 350655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898352.000000 Penalty: 113172.125000
Iteration 73Q: 34 clusters Score -1.108984e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 65280 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25207 members 
Mstep: Class 9 contains 44679 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29607 members 
Mstep: Class 12 contains 104975 members 
Mstep: Class 13 contains 50176 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34133 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 10673 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 16939 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 15409 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108779 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 17635 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 350328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898288.000000 Penalty: 113172.125000
Iteration 74Q: 34 clusters Score -1.108983e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 65533 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25188 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29598 members 
Mstep: Class 12 contains 105120 members 
Mstep: Class 13 contains 50157 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34127 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 23745 members 
Mstep: Class 19 contains 10662 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 16937 members 
Mstep: Class 25 contains 39077 members 
Mstep: Class 26 contains 15410 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108783 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 17628 members 
Mstep: Class 32 contains 5925 members 
Mstep: Class 33 contains 350029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898384.000000 Penalty: 113172.125000
Iteration 75Q: 34 clusters Score -1.108984e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 65779 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25179 members 
Mstep: Class 9 contains 44572 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29589 members 
Mstep: Class 12 contains 105280 members 
Mstep: Class 13 contains 50136 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34110 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 23732 members 
Mstep: Class 19 contains 10637 members 
Mstep: Class 20 contains 5792 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13234 members 
Mstep: Class 24 contains 16934 members 
Mstep: Class 25 contains 39076 members 
Mstep: Class 26 contains 15413 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108790 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17627 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 349741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898768.000000 Penalty: 113172.125000
Iteration 76Q: 34 clusters Score -1.108988e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 66018 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25168 members 
Mstep: Class 9 contains 44518 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29579 members 
Mstep: Class 12 contains 105424 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 34096 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 23726 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 13229 members 
Mstep: Class 24 contains 16929 members 
Mstep: Class 25 contains 39075 members 
Mstep: Class 26 contains 15415 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108799 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17625 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 349473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898808.000000 Penalty: 113172.125000
Iteration 77Q: 34 clusters Score -1.108988e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 66259 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 44469 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29576 members 
Mstep: Class 12 contains 105548 members 
Mstep: Class 13 contains 50087 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 34075 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23714 members 
Mstep: Class 19 contains 10607 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16931 members 
Mstep: Class 25 contains 39075 members 
Mstep: Class 26 contains 15415 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108808 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17622 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 349206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898688.000000 Penalty: 113172.125000
Iteration 78Q: 34 clusters Score -1.108987e+08 nChanged 702
Entering ConstructFrom: 
Score: -110898688.000000 Penalty: 113172.125000
Entering ConstructFrom: 
Trying to split cluster 1 (17955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Entering Unmasked Estep 
Score: -2062995.750000 Penalty: 2429.314697
	Iteration 0F: 2 clusters Score -2062996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2050241.000000 Penalty: 4858.629395
	Iteration 0F: 3 clusters Score -2050241 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2054712.750000 Penalty: 4858.629395
	Iteration 1F: 3 clusters Score -2054713 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2056100.250000 Penalty: 4858.629395
	Iteration 2F: 3 clusters Score -2056100 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2058248.750000 Penalty: 4858.629395
	Iteration 3F: 3 clusters Score -2058249 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2060325.125000 Penalty: 4858.629395
	Iteration 4F: 3 clusters Score -2060325 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2061775.000000 Penalty: 4858.629395
	Iteration 5F: 3 clusters Score -2061775 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2062539.375000 Penalty: 4858.629395
	Iteration 6F: 3 clusters Score -2062539 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2062897.375000 Penalty: 4858.629395
	Iteration 7Q: 3 clusters Score -2062897 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2063098.125000 Penalty: 4858.629395
	Iteration 8Q: 3 clusters Score -2063098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2063211.125000 Penalty: 4858.629395
	Iteration 9Q: 3 clusters Score -2063211 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2063291.125000 Penalty: 4858.629395
	Iteration 10Q: 3 clusters Score -2063291 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2063340.500000 Penalty: 4858.629395
	Iteration 11Q: 3 clusters Score -2063340 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2063379.875000 Penalty: 4858.629395
	Iteration 12Q: 3 clusters Score -2063380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2063411.125000 Penalty: 4858.629395
	Iteration 13Q: 3 clusters Score -2063411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2063434.375000 Penalty: 4858.629395
	Iteration 14Q: 3 clusters Score -2063434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2063454.000000 Penalty: 4858.629395
	Iteration 15Q: 3 clusters Score -2063454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2063472.250000 Penalty: 4858.629395
	Iteration 16Q: 3 clusters Score -2063472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2063491.125000 Penalty: 4858.629395
	Iteration 17Q: 3 clusters Score -2063491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2063499.875000 Penalty: 4858.629395
	Iteration 18Q: 3 clusters Score -2063500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2063501.500000 Penalty: 4858.629395
	Iteration 19Q: 3 clusters Score -2063502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2063505.750000 Penalty: 4858.629395
	Iteration 20F: 3 clusters Score -2063506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2063511.250000 Penalty: 4858.629395
	Iteration 21Q: 3 clusters Score -2063511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2063518.625000 Penalty: 4858.629395
	Iteration 22Q: 3 clusters Score -2063519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2063520.750000 Penalty: 4858.629395
	Iteration 23Q: 3 clusters Score -2063521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2063529.000000 Penalty: 4858.629395
	Iteration 24Q: 3 clusters Score -2063529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2063528.625000 Penalty: 4858.629395
	Iteration 25Q: 3 clusters Score -2063529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2063532.125000 Penalty: 4858.629395
	Iteration 26Q: 3 clusters Score -2063532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2063536.750000 Penalty: 4858.629395
	Iteration 27Q: 3 clusters Score -2063537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2063539.625000 Penalty: 4858.629395
	Iteration 28Q: 3 clusters Score -2063540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2063538.750000 Penalty: 4858.629395
	Iteration 29Q: 3 clusters Score -2063539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2063540.500000 Penalty: 4858.629395
	Iteration 30Q: 3 clusters Score -2063540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2063543.875000 Penalty: 4858.629395
	Iteration 31Q: 3 clusters Score -2063544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2063546.750000 Penalty: 4858.629395
	Iteration 32Q: 3 clusters Score -2063547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2063545.125000 Penalty: 4858.629395
	Iteration 33Q: 3 clusters Score -2063545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2063548.000000 Penalty: 4858.629395
	Iteration 34Q: 3 clusters Score -2063548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2063547.500000 Penalty: 4858.629395
	Iteration 35Q: 3 clusters Score -2063548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2063551.000000 Penalty: 4858.629395
	Iteration 36Q: 3 clusters Score -2063551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2063553.125000 Penalty: 4858.629395
	Iteration 37Q: 3 clusters Score -2063553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2063552.125000 Penalty: 4858.629395
	Iteration 38Q: 3 clusters Score -2063552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2063556.375000 Penalty: 4858.629395
	Iteration 39Q: 3 clusters Score -2063556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2063557.625000 Penalty: 4858.629395
	Iteration 40F: 3 clusters Score -2063558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2063563.625000 Penalty: 4858.629395
	Iteration 41Q: 3 clusters Score -2063564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2063563.750000 Penalty: 4858.629395
	Iteration 42Q: 3 clusters Score -2063564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2063564.125000 Penalty: 4858.629395
	Iteration 43Q: 3 clusters Score -2063564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2063565.750000 Penalty: 4858.629395
	Iteration 44Q: 3 clusters Score -2063566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2063560.625000 Penalty: 4858.629395
	Iteration 45Q: 3 clusters Score -2063561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2063563.875000 Penalty: 4858.629395
	Iteration 46Q: 3 clusters Score -2063564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2063567.375000 Penalty: 4858.629395
	Iteration 47Q: 3 clusters Score -2063567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2063571.375000 Penalty: 4858.629395
	Iteration 48Q: 3 clusters Score -2063571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2063576.250000 Penalty: 4858.629395
	Iteration 49Q: 3 clusters Score -2063576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2063575.125000 Penalty: 4858.629395
	Iteration 50Q: 3 clusters Score -2063575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2063576.625000 Penalty: 4858.629395
	Iteration 51Q: 3 clusters Score -2063577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2063577.250000 Penalty: 4858.629395
	Iteration 52Q: 3 clusters Score -2063577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2063579.375000 Penalty: 4858.629395
	Iteration 53Q: 3 clusters Score -2063579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2063582.125000 Penalty: 4858.629395
	Iteration 54Q: 3 clusters Score -2063582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2063580.500000 Penalty: 4858.629395
	Iteration 55Q: 3 clusters Score -2063580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2063582.875000 Penalty: 4858.629395
	Iteration 56Q: 3 clusters Score -2063583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2063580.125000 Penalty: 4858.629395
	Iteration 57Q: 3 clusters Score -2063580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2063580.125000 Penalty: 4858.629395
	Iteration 58Q: 3 clusters Score -2063580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2063581.375000 Penalty: 4858.629395
	Iteration 59Q: 3 clusters Score -2063581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2063578.250000 Penalty: 4858.629395
	Iteration 60F: 3 clusters Score -2063578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2063580.000000 Penalty: 4858.629395
	Iteration 61Q: 3 clusters Score -2063580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2063579.500000 Penalty: 4858.629395
	Iteration 62Q: 3 clusters Score -2063580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2063579.500000 Penalty: 4858.629395
	Iteration 63F: 3 clusters Score -2063580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29576 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 34065 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Entering Unmasked Estep 
Score: -110898832.000000 Penalty: 116601.578125
Splitting cluster 1 changes total score from -110898688.000000 to -110898832.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (66512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Entering Unmasked Estep 
Score: -7406835.500000 Penalty: 2754.074219
	Iteration 0F: 2 clusters Score -7406836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -7362227.000000 Penalty: 5508.148438
	Iteration 0F: 3 clusters Score -7362227 nChanged 31103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -7379615.000000 Penalty: 5508.148438
	Iteration 1F: 3 clusters Score -7379615 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -7380130.500000 Penalty: 5508.148438
	Iteration 2Q: 3 clusters Score -7380130 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7380716.000000 Penalty: 5508.148438
	Iteration 3Q: 3 clusters Score -7380716 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -7381315.500000 Penalty: 5508.148438
	Iteration 4Q: 3 clusters Score -7381316 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -7382187.500000 Penalty: 5508.148438
	Iteration 5Q: 3 clusters Score -7382188 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -7383372.000000 Penalty: 5508.148438
	Iteration 6Q: 3 clusters Score -7383372 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -7385220.000000 Penalty: 5508.148438
	Iteration 7F: 3 clusters Score -7385220 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7387768.500000 Penalty: 5508.148438
	Iteration 8F: 3 clusters Score -7387768 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -7391111.500000 Penalty: 5508.148438
	Iteration 9F: 3 clusters Score -7391112 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -7394595.500000 Penalty: 5508.148438
	Iteration 10F: 3 clusters Score -7394596 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -7397783.000000 Penalty: 5508.148438
	Iteration 11F: 3 clusters Score -7397783 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7400393.500000 Penalty: 5508.148438
	Iteration 12Q: 3 clusters Score -7400394 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7402424.500000 Penalty: 5508.148438
	Iteration 13Q: 3 clusters Score -7402424 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7403633.000000 Penalty: 5508.148438
	Iteration 14Q: 3 clusters Score -7403633 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7404111.000000 Penalty: 5508.148438
	Iteration 15Q: 3 clusters Score -7404111 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7404305.500000 Penalty: 5508.148438
	Iteration 16Q: 3 clusters Score -7404306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7404382.000000 Penalty: 5508.148438
	Iteration 17Q: 3 clusters Score -7404382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7404419.500000 Penalty: 5508.148438
	Iteration 18Q: 3 clusters Score -7404420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7404452.500000 Penalty: 5508.148438
	Iteration 19Q: 3 clusters Score -7404452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7404478.000000 Penalty: 5508.148438
	Iteration 20F: 3 clusters Score -7404478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7404493.000000 Penalty: 5508.148438
	Iteration 21Q: 3 clusters Score -7404493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7404506.500000 Penalty: 5508.148438
	Iteration 22Q: 3 clusters Score -7404506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7404503.500000 Penalty: 5508.148438
	Iteration 23Q: 3 clusters Score -7404504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7404503.500000 Penalty: 5508.148438
	Iteration 24F: 3 clusters Score -7404504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -91142.546875 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -91142.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89337.351562 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -89337.35 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90107.078125 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -90107.08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90489.304688 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -90489.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90745.054688 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -90745.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90956.078125 Penalty: 3450.918701
	Iteration 4F: 3 clusters Score -90956.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91171.265625 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -91171.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91372.125000 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -91372.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91581.515625 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -91581.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91885.359375 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -91885.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92002.750000 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -92002.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92028.367188 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -92028.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92036.906250 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -92036.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92038.359375 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -92038.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92038.507812 Penalty: 3450.918701
	Iteration 13F: 3 clusters Score -92038.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92042.914062 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -92042.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92047.695312 Penalty: 3450.918701
	Iteration 15Q: 3 clusters Score -92047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92050.375000 Penalty: 3450.918701
	Iteration 16Q: 3 clusters Score -92050.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92050.375000 Penalty: 3450.918701
	Iteration 17F: 3 clusters Score -92050.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 29576 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 34065 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 505 members 
Entering Unmasked Estep 
Score: -110898048.000000 Penalty: 120031.039062
Splitting cluster 3 changes total score from -110898688.000000 to -110898048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -232349.078125 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -232349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -229640.609375 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -229640.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -230186.593750 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -230186.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230324.937500 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -230324.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -230393.750000 Penalty: 3804.069580
	Iteration 3Q: 3 clusters Score -230393.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -230443.203125 Penalty: 3804.069580
	Iteration 4Q: 3 clusters Score -230443.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -230482.359375 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -230482.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -230522.671875 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -230522.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -230549.796875 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -230549.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -230581.609375 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -230581.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -230615.812500 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -230615.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230637.921875 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -230637.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -230659.578125 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -230659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -230688.765625 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -230688.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -230716.296875 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -230716.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230734.078125 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -230734.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -230751.390625 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -230751.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -230764.656250 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -230764.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230776.562500 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -230776.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230786.593750 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -230786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -230791.562500 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -230791.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -230797.109375 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -230797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -230805.187500 Penalty: 3804.069580
	Iteration 21Q: 3 clusters Score -230805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -230810.531250 Penalty: 3804.069580
	Iteration 22Q: 3 clusters Score -230810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -230814.328125 Penalty: 3804.069580
	Iteration 23Q: 3 clusters Score -230814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230821.968750 Penalty: 3804.069580
	Iteration 24Q: 3 clusters Score -230822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230828.609375 Penalty: 3804.069580
	Iteration 25Q: 3 clusters Score -230828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -230835.390625 Penalty: 3804.069580
	Iteration 26Q: 3 clusters Score -230835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -230842.875000 Penalty: 3804.069580
	Iteration 27Q: 3 clusters Score -230842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -230847.562500 Penalty: 3804.069580
	Iteration 28Q: 3 clusters Score -230847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -230851.906250 Penalty: 3804.069580
	Iteration 29Q: 3 clusters Score -230851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -230854.781250 Penalty: 3804.069580
	Iteration 30Q: 3 clusters Score -230854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -230861.109375 Penalty: 3804.069580
	Iteration 31Q: 3 clusters Score -230861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230868.531250 Penalty: 3804.069580
	Iteration 32Q: 3 clusters Score -230868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -230874.375000 Penalty: 3804.069580
	Iteration 33Q: 3 clusters Score -230874.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -230879.718750 Penalty: 3804.069580
	Iteration 34Q: 3 clusters Score -230879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230883.843750 Penalty: 3804.069580
	Iteration 35Q: 3 clusters Score -230883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -230894.828125 Penalty: 3804.069580
	Iteration 36Q: 3 clusters Score -230894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230901.343750 Penalty: 3804.069580
	Iteration 37Q: 3 clusters Score -230901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -230910.000000 Penalty: 3804.069580
	Iteration 38Q: 3 clusters Score -230910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -230915.531250 Penalty: 3804.069580
	Iteration 39Q: 3 clusters Score -230915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -230922.859375 Penalty: 3804.069580
	Iteration 40F: 3 clusters Score -230922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -230928.750000 Penalty: 3804.069580
	Iteration 41Q: 3 clusters Score -230928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -230938.343750 Penalty: 3804.069580
	Iteration 42Q: 3 clusters Score -230938.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230945.531250 Penalty: 3804.069580
	Iteration 43Q: 3 clusters Score -230945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -230949.296875 Penalty: 3804.069580
	Iteration 44Q: 3 clusters Score -230949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -230954.328125 Penalty: 3804.069580
	Iteration 45Q: 3 clusters Score -230954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -230954.843750 Penalty: 3804.069580
	Iteration 46Q: 3 clusters Score -230954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -230954.843750 Penalty: 3804.069580
	Iteration 47F: 3 clusters Score -230954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Entering Unmasked Estep 
Score: -758427.125000 Penalty: 2188.702393
	Iteration 0F: 2 clusters Score -758427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -752794.125000 Penalty: 4377.404785
	Iteration 0F: 3 clusters Score -752794.1 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -754233.000000 Penalty: 4377.404785
	Iteration 1F: 3 clusters Score -754233 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -754475.812500 Penalty: 4377.404785
	Iteration 2F: 3 clusters Score -754475.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -754618.687500 Penalty: 4377.404785
	Iteration 3Q: 3 clusters Score -754618.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -754712.250000 Penalty: 4377.404785
	Iteration 4Q: 3 clusters Score -754712.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -754795.625000 Penalty: 4377.404785
	Iteration 5Q: 3 clusters Score -754795.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -754863.625000 Penalty: 4377.404785
	Iteration 6Q: 3 clusters Score -754863.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -754921.750000 Penalty: 4377.404785
	Iteration 7Q: 3 clusters Score -754921.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -754970.187500 Penalty: 4377.404785
	Iteration 8Q: 3 clusters Score -754970.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -755022.500000 Penalty: 4377.404785
	Iteration 9Q: 3 clusters Score -755022.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -755071.312500 Penalty: 4377.404785
	Iteration 10Q: 3 clusters Score -755071.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -755116.375000 Penalty: 4377.404785
	Iteration 11Q: 3 clusters Score -755116.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -755165.500000 Penalty: 4377.404785
	Iteration 12Q: 3 clusters Score -755165.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -755224.500000 Penalty: 4377.404785
	Iteration 13Q: 3 clusters Score -755224.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -755288.187500 Penalty: 4377.404785
	Iteration 14Q: 3 clusters Score -755288.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -755369.062500 Penalty: 4377.404785
	Iteration 15Q: 3 clusters Score -755369.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -755457.375000 Penalty: 4377.404785
	Iteration 16Q: 3 clusters Score -755457.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -755541.312500 Penalty: 4377.404785
	Iteration 17Q: 3 clusters Score -755541.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -755637.687500 Penalty: 4377.404785
	Iteration 18Q: 3 clusters Score -755637.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -755760.437500 Penalty: 4377.404785
	Iteration 19Q: 3 clusters Score -755760.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -755893.250000 Penalty: 4377.404785
	Iteration 20F: 3 clusters Score -755893.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -756016.375000 Penalty: 4377.404785
	Iteration 21Q: 3 clusters Score -756016.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -756129.625000 Penalty: 4377.404785
	Iteration 22Q: 3 clusters Score -756129.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -756231.312500 Penalty: 4377.404785
	Iteration 23Q: 3 clusters Score -756231.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -756316.625000 Penalty: 4377.404785
	Iteration 24Q: 3 clusters Score -756316.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -756363.312500 Penalty: 4377.404785
	Iteration 25Q: 3 clusters Score -756363.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -756406.000000 Penalty: 4377.404785
	Iteration 26Q: 3 clusters Score -756406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -756445.000000 Penalty: 4377.404785
	Iteration 27Q: 3 clusters Score -756445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -756472.312500 Penalty: 4377.404785
	Iteration 28Q: 3 clusters Score -756472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -756488.937500 Penalty: 4377.404785
	Iteration 29Q: 3 clusters Score -756488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -756499.562500 Penalty: 4377.404785
	Iteration 30Q: 3 clusters Score -756499.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -756520.500000 Penalty: 4377.404785
	Iteration 31Q: 3 clusters Score -756520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -756526.625000 Penalty: 4377.404785
	Iteration 32Q: 3 clusters Score -756526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -756533.812500 Penalty: 4377.404785
	Iteration 33Q: 3 clusters Score -756533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -756536.500000 Penalty: 4377.404785
	Iteration 34Q: 3 clusters Score -756536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -756539.125000 Penalty: 4377.404785
	Iteration 35Q: 3 clusters Score -756539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -756539.125000 Penalty: 4377.404785
	Iteration 36F: 3 clusters Score -756539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -429389.750000 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -429389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -425561.687500 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -425561.7 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -426474.968750 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -426475 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -426802.593750 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -426802.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -427137.843750 Penalty: 4104.586426
	Iteration 3F: 3 clusters Score -427137.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -427413.500000 Penalty: 4104.586426
	Iteration 4F: 3 clusters Score -427413.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -427605.687500 Penalty: 4104.586426
	Iteration 5F: 3 clusters Score -427605.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -427770.031250 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -427770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -427913.718750 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -427913.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -428041.312500 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -428041.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -428150.031250 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -428150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -428243.593750 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -428243.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -428335.312500 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -428335.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -428414.218750 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -428414.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -428469.031250 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -428469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -428504.343750 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -428504.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -428529.906250 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -428529.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -428545.000000 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -428545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -428554.656250 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -428554.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -428568.250000 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -428568.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -428578.625000 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -428578.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -428587.375000 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -428587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -428590.687500 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -428590.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -428594.812500 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -428594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -428598.468750 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -428598.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -428603.062500 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -428603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -428605.750000 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -428605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -428611.125000 Penalty: 4104.586426
	Iteration 26Q: 3 clusters Score -428611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -428615.218750 Penalty: 4104.586426
	Iteration 27Q: 3 clusters Score -428615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -428615.687500 Penalty: 4104.586426
	Iteration 28Q: 3 clusters Score -428615.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -428618.687500 Penalty: 4104.586426
	Iteration 29Q: 3 clusters Score -428618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -428621.562500 Penalty: 4104.586426
	Iteration 30Q: 3 clusters Score -428621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -428621.843750 Penalty: 4104.586426
	Iteration 31Q: 3 clusters Score -428621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -428621.843750 Penalty: 4104.586426
	Iteration 32F: 3 clusters Score -428621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -432021.468750 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -432021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -428182.812500 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -428182.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -428984.531250 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -428984.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -429144.031250 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -429144 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -429232.500000 Penalty: 4096.306152
	Iteration 3Q: 3 clusters Score -429232.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429304.187500 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -429304.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -429357.781250 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -429357.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -429400.031250 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -429400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -429440.968750 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -429441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -429477.812500 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -429477.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -429511.812500 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -429511.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -429535.593750 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -429535.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -429554.625000 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -429554.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429566.343750 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -429566.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -429572.968750 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -429573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -429580.281250 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -429580.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -429586.593750 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -429586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -429590.750000 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -429590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -429594.718750 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -429594.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429602.781250 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -429602.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -429614.125000 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -429614.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -429625.468750 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -429625.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -429633.187500 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -429633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429638.562500 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -429638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -429645.468750 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -429645.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -429649.437500 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -429649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -429654.156250 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -429654.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -429657.718750 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -429657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -429661.187500 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -429661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -429662.406250 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -429662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -429666.125000 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -429666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -429667.093750 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -429667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -429668.093750 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -429668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -429670.250000 Penalty: 4096.306152
	Iteration 32Q: 3 clusters Score -429670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429671.593750 Penalty: 4096.306152
	Iteration 33Q: 3 clusters Score -429671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -429675.312500 Penalty: 4096.306152
	Iteration 34Q: 3 clusters Score -429675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429679.625000 Penalty: 4096.306152
	Iteration 35Q: 3 clusters Score -429679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429681.437500 Penalty: 4096.306152
	Iteration 36Q: 3 clusters Score -429681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -429684.281250 Penalty: 4096.306152
	Iteration 37Q: 3 clusters Score -429684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -429686.062500 Penalty: 4096.306152
	Iteration 38Q: 3 clusters Score -429686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -429687.843750 Penalty: 4096.306152
	Iteration 39Q: 3 clusters Score -429687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -429688.000000 Penalty: 4096.306152
	Iteration 40F: 3 clusters Score -429688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -429689.000000 Penalty: 4096.306152
	Iteration 41Q: 3 clusters Score -429689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -429689.656250 Penalty: 4096.306152
	Iteration 42Q: 3 clusters Score -429689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -429689.843750 Penalty: 4096.306152
	Iteration 43Q: 3 clusters Score -429689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -429690.656250 Penalty: 4096.306152
	Iteration 44Q: 3 clusters Score -429690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429692.031250 Penalty: 4096.306152
	Iteration 45Q: 3 clusters Score -429692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -429693.812500 Penalty: 4096.306152
	Iteration 46Q: 3 clusters Score -429693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -429696.750000 Penalty: 4096.306152
	Iteration 47Q: 3 clusters Score -429696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -429698.750000 Penalty: 4096.306152
	Iteration 48Q: 3 clusters Score -429698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -429699.843750 Penalty: 4096.306152
	Iteration 49Q: 3 clusters Score -429699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -429700.781250 Penalty: 4096.306152
	Iteration 50Q: 3 clusters Score -429700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -429702.093750 Penalty: 4096.306152
	Iteration 51Q: 3 clusters Score -429702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -429705.812500 Penalty: 4096.306152
	Iteration 52Q: 3 clusters Score -429705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -429707.937500 Penalty: 4096.306152
	Iteration 53Q: 3 clusters Score -429707.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -429712.343750 Penalty: 4096.306152
	Iteration 54Q: 3 clusters Score -429712.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -429713.812500 Penalty: 4096.306152
	Iteration 55Q: 3 clusters Score -429713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -429716.281250 Penalty: 4096.306152
	Iteration 56Q: 3 clusters Score -429716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -429719.531250 Penalty: 4096.306152
	Iteration 57Q: 3 clusters Score -429719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -429722.437500 Penalty: 4096.306152
	Iteration 58Q: 3 clusters Score -429722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -429725.156250 Penalty: 4096.306152
	Iteration 59Q: 3 clusters Score -429725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -429727.375000 Penalty: 4096.306152
	Iteration 60F: 3 clusters Score -429727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -429730.343750 Penalty: 4096.306152
	Iteration 61Q: 3 clusters Score -429730.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -429733.250000 Penalty: 4096.306152
	Iteration 62Q: 3 clusters Score -429733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -429736.937500 Penalty: 4096.306152
	Iteration 63Q: 3 clusters Score -429736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -429741.875000 Penalty: 4096.306152
	Iteration 64Q: 3 clusters Score -429741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -429744.062500 Penalty: 4096.306152
	Iteration 65Q: 3 clusters Score -429744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -429747.156250 Penalty: 4096.306152
	Iteration 66Q: 3 clusters Score -429747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -429749.281250 Penalty: 4096.306152
	Iteration 67Q: 3 clusters Score -429749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -429754.562500 Penalty: 4096.306152
	Iteration 68Q: 3 clusters Score -429754.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -429759.562500 Penalty: 4096.306152
	Iteration 69Q: 3 clusters Score -429759.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -429764.906250 Penalty: 4096.306152
	Iteration 70Q: 3 clusters Score -429764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -429770.250000 Penalty: 4096.306152
	Iteration 71Q: 3 clusters Score -429770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -429778.031250 Penalty: 4096.306152
	Iteration 72Q: 3 clusters Score -429778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -429787.968750 Penalty: 4096.306152
	Iteration 73Q: 3 clusters Score -429788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -429803.437500 Penalty: 4096.306152
	Iteration 74Q: 3 clusters Score -429803.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -429828.250000 Penalty: 4096.306152
	Iteration 75Q: 3 clusters Score -429828.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -429852.250000 Penalty: 4096.306152
	Iteration 76Q: 3 clusters Score -429852.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -429883.343750 Penalty: 4096.306152
	Iteration 77Q: 3 clusters Score -429883.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -429915.843750 Penalty: 4096.306152
	Iteration 78Q: 3 clusters Score -429915.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -429954.875000 Penalty: 4096.306152
	Iteration 79Q: 3 clusters Score -429954.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -429998.562500 Penalty: 4096.306152
	Iteration 80F: 3 clusters Score -429998.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -430073.781250 Penalty: 4096.306152
	Iteration 81Q: 3 clusters Score -430073.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -430205.000000 Penalty: 4096.306152
	Iteration 82Q: 3 clusters Score -430205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -430361.125000 Penalty: 4096.306152
	Iteration 83Q: 3 clusters Score -430361.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -430502.218750 Penalty: 4096.306152
	Iteration 84Q: 3 clusters Score -430502.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -430648.687500 Penalty: 4096.306152
	Iteration 85Q: 3 clusters Score -430648.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -430791.937500 Penalty: 4096.306152
	Iteration 86Q: 3 clusters Score -430791.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -430957.843750 Penalty: 4096.306152
	Iteration 87Q: 3 clusters Score -430957.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -431184.062500 Penalty: 4096.306152
	Iteration 88Q: 3 clusters Score -431184.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -431522.593750 Penalty: 4096.306152
	Iteration 89Q: 3 clusters Score -431522.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -431845.500000 Penalty: 4096.306152
	Iteration 90Q: 3 clusters Score -431845.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -431943.250000 Penalty: 4096.306152
	Iteration 91Q: 3 clusters Score -431943.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -431961.406250 Penalty: 4096.306152
	Iteration 92Q: 3 clusters Score -431961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -431964.812500 Penalty: 4096.306152
	Iteration 93Q: 3 clusters Score -431964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -431967.093750 Penalty: 4096.306152
	Iteration 94Q: 3 clusters Score -431967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -431966.593750 Penalty: 4096.306152
	Iteration 95Q: 3 clusters Score -431966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -431966.593750 Penalty: 4096.306152
	Iteration 96F: 3 clusters Score -431966.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Entering Unmasked Estep 
Score: -2896828.250000 Penalty: 2512.888184
	Iteration 0F: 2 clusters Score -2896828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2879520.250000 Penalty: 5025.776367
	Iteration 0F: 3 clusters Score -2879520 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2885478.750000 Penalty: 5025.776367
	Iteration 1F: 3 clusters Score -2885479 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2886028.250000 Penalty: 5025.776367
	Iteration 2F: 3 clusters Score -2886028 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2886582.000000 Penalty: 5025.776367
	Iteration 3F: 3 clusters Score -2886582 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2887237.750000 Penalty: 5025.776367
	Iteration 4F: 3 clusters Score -2887238 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2888110.250000 Penalty: 5025.776367
	Iteration 5F: 3 clusters Score -2888110 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2889288.000000 Penalty: 5025.776367
	Iteration 6F: 3 clusters Score -2889288 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2890679.000000 Penalty: 5025.776367
	Iteration 7F: 3 clusters Score -2890679 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2892050.750000 Penalty: 5025.776367
	Iteration 8F: 3 clusters Score -2892051 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2893166.000000 Penalty: 5025.776367
	Iteration 9Q: 3 clusters Score -2893166 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2893872.500000 Penalty: 5025.776367
	Iteration 10Q: 3 clusters Score -2893872 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2894239.250000 Penalty: 5025.776367
	Iteration 11Q: 3 clusters Score -2894239 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2894430.500000 Penalty: 5025.776367
	Iteration 12Q: 3 clusters Score -2894430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2894507.250000 Penalty: 5025.776367
	Iteration 13Q: 3 clusters Score -2894507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2894556.000000 Penalty: 5025.776367
	Iteration 14Q: 3 clusters Score -2894556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2894589.750000 Penalty: 5025.776367
	Iteration 15Q: 3 clusters Score -2894590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2894602.250000 Penalty: 5025.776367
	Iteration 16Q: 3 clusters Score -2894602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2894615.000000 Penalty: 5025.776367
	Iteration 17Q: 3 clusters Score -2894615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2894624.000000 Penalty: 5025.776367
	Iteration 18Q: 3 clusters Score -2894624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2894628.750000 Penalty: 5025.776367
	Iteration 19Q: 3 clusters Score -2894629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2894629.500000 Penalty: 5025.776367
	Iteration 20F: 3 clusters Score -2894630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Entering Unmasked Estep 
Score: -5030748.500000 Penalty: 2653.986084
	Iteration 0F: 2 clusters Score -5030748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5000535.500000 Penalty: 5307.972168
	Iteration 0F: 3 clusters Score -5000536 nChanged 20419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5011820.000000 Penalty: 5307.972168
	Iteration 1F: 3 clusters Score -5011820 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5012351.500000 Penalty: 5307.972168
	Iteration 2Q: 3 clusters Score -5012352 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5012878.500000 Penalty: 5307.972168
	Iteration 3Q: 3 clusters Score -5012878 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5013414.000000 Penalty: 5307.972168
	Iteration 4Q: 3 clusters Score -5013414 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5013930.500000 Penalty: 5307.972168
	Iteration 5Q: 3 clusters Score -5013930 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5014453.500000 Penalty: 5307.972168
	Iteration 6Q: 3 clusters Score -5014454 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5015046.000000 Penalty: 5307.972168
	Iteration 7Q: 3 clusters Score -5015046 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5015812.500000 Penalty: 5307.972168
	Iteration 8Q: 3 clusters Score -5015812 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -5016804.500000 Penalty: 5307.972168
	Iteration 9Q: 3 clusters Score -5016804 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -5018154.500000 Penalty: 5307.972168
	Iteration 10Q: 3 clusters Score -5018154 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -5019899.000000 Penalty: 5307.972168
	Iteration 11F: 3 clusters Score -5019899 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -5021840.000000 Penalty: 5307.972168
	Iteration 12F: 3 clusters Score -5021840 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -5023418.000000 Penalty: 5307.972168
	Iteration 13Q: 3 clusters Score -5023418 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -5024582.000000 Penalty: 5307.972168
	Iteration 14Q: 3 clusters Score -5024582 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5025511.000000 Penalty: 5307.972168
	Iteration 15Q: 3 clusters Score -5025511 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5026233.000000 Penalty: 5307.972168
	Iteration 16Q: 3 clusters Score -5026233 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -5026858.500000 Penalty: 5307.972168
	Iteration 17Q: 3 clusters Score -5026858 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -5027473.000000 Penalty: 5307.972168
	Iteration 18Q: 3 clusters Score -5027473 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5027988.000000 Penalty: 5307.972168
	Iteration 19Q: 3 clusters Score -5027988 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5028395.500000 Penalty: 5307.972168
	Iteration 20F: 3 clusters Score -5028396 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5028642.000000 Penalty: 5307.972168
	Iteration 21Q: 3 clusters Score -5028642 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5028807.000000 Penalty: 5307.972168
	Iteration 22Q: 3 clusters Score -5028807 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5028932.000000 Penalty: 5307.972168
	Iteration 23Q: 3 clusters Score -5028932 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5029037.000000 Penalty: 5307.972168
	Iteration 24Q: 3 clusters Score -5029037 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5029094.500000 Penalty: 5307.972168
	Iteration 25Q: 3 clusters Score -5029094 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5029161.000000 Penalty: 5307.972168
	Iteration 26Q: 3 clusters Score -5029161 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -5029215.500000 Penalty: 5307.972168
	Iteration 27Q: 3 clusters Score -5029216 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5029266.500000 Penalty: 5307.972168
	Iteration 28Q: 3 clusters Score -5029266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -5029308.500000 Penalty: 5307.972168
	Iteration 29Q: 3 clusters Score -5029308 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5029348.500000 Penalty: 5307.972168
	Iteration 30Q: 3 clusters Score -5029348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5029381.000000 Penalty: 5307.972168
	Iteration 31Q: 3 clusters Score -5029381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5029394.000000 Penalty: 5307.972168
	Iteration 32Q: 3 clusters Score -5029394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5029401.000000 Penalty: 5307.972168
	Iteration 33Q: 3 clusters Score -5029401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5029420.500000 Penalty: 5307.972168
	Iteration 34Q: 3 clusters Score -5029420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5029425.500000 Penalty: 5307.972168
	Iteration 35Q: 3 clusters Score -5029426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5029449.500000 Penalty: 5307.972168
	Iteration 36Q: 3 clusters Score -5029450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5029444.500000 Penalty: 5307.972168
	Iteration 37Q: 3 clusters Score -5029444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5029457.500000 Penalty: 5307.972168
	Iteration 38Q: 3 clusters Score -5029458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5029463.500000 Penalty: 5307.972168
	Iteration 39Q: 3 clusters Score -5029464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5029494.500000 Penalty: 5307.972168
	Iteration 40F: 3 clusters Score -5029494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -5029520.500000 Penalty: 5307.972168
	Iteration 41Q: 3 clusters Score -5029520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5029541.000000 Penalty: 5307.972168
	Iteration 42Q: 3 clusters Score -5029541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5029566.000000 Penalty: 5307.972168
	Iteration 43Q: 3 clusters Score -5029566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5029589.000000 Penalty: 5307.972168
	Iteration 44Q: 3 clusters Score -5029589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5029588.000000 Penalty: 5307.972168
	Iteration 45Q: 3 clusters Score -5029588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5029606.500000 Penalty: 5307.972168
	Iteration 46Q: 3 clusters Score -5029606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5029610.500000 Penalty: 5307.972168
	Iteration 47Q: 3 clusters Score -5029610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5029617.000000 Penalty: 5307.972168
	Iteration 48Q: 3 clusters Score -5029617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5029630.000000 Penalty: 5307.972168
	Iteration 49Q: 3 clusters Score -5029630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5029622.000000 Penalty: 5307.972168
	Iteration 50Q: 3 clusters Score -5029622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5029637.000000 Penalty: 5307.972168
	Iteration 51Q: 3 clusters Score -5029637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5029644.500000 Penalty: 5307.972168
	Iteration 52Q: 3 clusters Score -5029644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -5029649.500000 Penalty: 5307.972168
	Iteration 53Q: 3 clusters Score -5029650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5029651.000000 Penalty: 5307.972168
	Iteration 54Q: 3 clusters Score -5029651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -5029657.000000 Penalty: 5307.972168
	Iteration 55Q: 3 clusters Score -5029657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5029650.500000 Penalty: 5307.972168
	Iteration 56Q: 3 clusters Score -5029650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5029646.500000 Penalty: 5307.972168
	Iteration 57Q: 3 clusters Score -5029646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -5029647.500000 Penalty: 5307.972168
	Iteration 58Q: 3 clusters Score -5029648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5029674.500000 Penalty: 5307.972168
	Iteration 59Q: 3 clusters Score -5029674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5029678.500000 Penalty: 5307.972168
	Iteration 60F: 3 clusters Score -5029678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5029690.000000 Penalty: 5307.972168
	Iteration 61Q: 3 clusters Score -5029690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5029703.000000 Penalty: 5307.972168
	Iteration 62Q: 3 clusters Score -5029703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5029700.000000 Penalty: 5307.972168
	Iteration 63Q: 3 clusters Score -5029700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5029709.500000 Penalty: 5307.972168
	Iteration 64Q: 3 clusters Score -5029710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5029699.500000 Penalty: 5307.972168
	Iteration 65Q: 3 clusters Score -5029700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -5029702.500000 Penalty: 5307.972168
	Iteration 66Q: 3 clusters Score -5029702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5029711.000000 Penalty: 5307.972168
	Iteration 67Q: 3 clusters Score -5029711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5029716.000000 Penalty: 5307.972168
	Iteration 68Q: 3 clusters Score -5029716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5029717.000000 Penalty: 5307.972168
	Iteration 69Q: 3 clusters Score -5029717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -5029713.500000 Penalty: 5307.972168
	Iteration 70Q: 3 clusters Score -5029714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5029709.500000 Penalty: 5307.972168
	Iteration 71Q: 3 clusters Score -5029710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -5029713.000000 Penalty: 5307.972168
	Iteration 72Q: 3 clusters Score -5029713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5029713.000000 Penalty: 5307.972168
	Iteration 73Q: 3 clusters Score -5029713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5029708.500000 Penalty: 5307.972168
	Iteration 74Q: 3 clusters Score -5029708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5029712.000000 Penalty: 5307.972168
	Iteration 75Q: 3 clusters Score -5029712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5029711.000000 Penalty: 5307.972168
	Iteration 76Q: 3 clusters Score -5029711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -5029712.500000 Penalty: 5307.972168
	Iteration 77Q: 3 clusters Score -5029712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5029711.000000 Penalty: 5307.972168
	Iteration 78Q: 3 clusters Score -5029711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5029714.500000 Penalty: 5307.972168
	Iteration 79Q: 3 clusters Score -5029714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5029723.500000 Penalty: 5307.972168
	Iteration 80F: 3 clusters Score -5029724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5029719.500000 Penalty: 5307.972168
	Iteration 81Q: 3 clusters Score -5029720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5029717.000000 Penalty: 5307.972168
	Iteration 82Q: 3 clusters Score -5029717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5029719.500000 Penalty: 5307.972168
	Iteration 83Q: 3 clusters Score -5029720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5029719.500000 Penalty: 5307.972168
	Iteration 84F: 3 clusters Score -5029720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -109875.007812 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -109875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -107894.640625 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -107894.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108955.820312 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -108955.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -110268.312500 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -110268.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111139.539062 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -111139.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111690.218750 Penalty: 3542.057373
	Iteration 4F: 3 clusters Score -111690.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -111938.093750 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -111938.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112042.664062 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -112042.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112092.945312 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -112092.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112192.007812 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -112192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -112426.492188 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -112426.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112899.554688 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -112899.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -113339.984375 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -113340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113417.812500 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -113417.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -113471.898438 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -113471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -113499.687500 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -113499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -113508.609375 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -113508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113510.695312 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -113510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113510.695312 Penalty: 3542.057373
	Iteration 17F: 3 clusters Score -113510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 29576 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 34065 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Entering Unmasked Estep 
Score: -110900776.000000 Penalty: 120031.039062
Splitting cluster 10 changes total score from -110898688.000000 to -110900776.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 11 (29576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Entering Unmasked Estep 
Score: -3066804.000000 Penalty: 2553.090332
	Iteration 0F: 2 clusters Score -3066804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3046308.000000 Penalty: 5106.180664
	Iteration 0F: 3 clusters Score -3046308 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3053976.500000 Penalty: 5106.180664
	Iteration 1F: 3 clusters Score -3053976 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3055510.250000 Penalty: 5106.180664
	Iteration 2F: 3 clusters Score -3055510 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3057470.500000 Penalty: 5106.180664
	Iteration 3F: 3 clusters Score -3057470 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3059596.250000 Penalty: 5106.180664
	Iteration 4F: 3 clusters Score -3059596 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3061802.000000 Penalty: 5106.180664
	Iteration 5F: 3 clusters Score -3061802 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3063816.750000 Penalty: 5106.180664
	Iteration 6F: 3 clusters Score -3063817 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3065267.000000 Penalty: 5106.180664
	Iteration 7F: 3 clusters Score -3065267 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3066102.250000 Penalty: 5106.180664
	Iteration 8Q: 3 clusters Score -3066102 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3066581.750000 Penalty: 5106.180664
	Iteration 9Q: 3 clusters Score -3066582 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3066847.500000 Penalty: 5106.180664
	Iteration 10Q: 3 clusters Score -3066848 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3066993.000000 Penalty: 5106.180664
	Iteration 11Q: 3 clusters Score -3066993 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3067092.750000 Penalty: 5106.180664
	Iteration 12Q: 3 clusters Score -3067093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3067158.250000 Penalty: 5106.180664
	Iteration 13Q: 3 clusters Score -3067158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3067192.750000 Penalty: 5106.180664
	Iteration 14Q: 3 clusters Score -3067193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3067228.000000 Penalty: 5106.180664
	Iteration 15Q: 3 clusters Score -3067228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3067261.250000 Penalty: 5106.180664
	Iteration 16Q: 3 clusters Score -3067261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3067280.500000 Penalty: 5106.180664
	Iteration 17Q: 3 clusters Score -3067280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3067304.000000 Penalty: 5106.180664
	Iteration 18Q: 3 clusters Score -3067304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3067322.750000 Penalty: 5106.180664
	Iteration 19Q: 3 clusters Score -3067323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3067340.750000 Penalty: 5106.180664
	Iteration 20F: 3 clusters Score -3067341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3067353.750000 Penalty: 5106.180664
	Iteration 21Q: 3 clusters Score -3067354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3067365.250000 Penalty: 5106.180664
	Iteration 22Q: 3 clusters Score -3067365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3067371.000000 Penalty: 5106.180664
	Iteration 23Q: 3 clusters Score -3067371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3067375.750000 Penalty: 5106.180664
	Iteration 24Q: 3 clusters Score -3067376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3067380.000000 Penalty: 5106.180664
	Iteration 25Q: 3 clusters Score -3067380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3067398.500000 Penalty: 5106.180664
	Iteration 26Q: 3 clusters Score -3067398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3067406.500000 Penalty: 5106.180664
	Iteration 27Q: 3 clusters Score -3067406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3067411.500000 Penalty: 5106.180664
	Iteration 28Q: 3 clusters Score -3067412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3067413.000000 Penalty: 5106.180664
	Iteration 29Q: 3 clusters Score -3067413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3067414.500000 Penalty: 5106.180664
	Iteration 30Q: 3 clusters Score -3067414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3067416.500000 Penalty: 5106.180664
	Iteration 31Q: 3 clusters Score -3067416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3067418.750000 Penalty: 5106.180664
	Iteration 32Q: 3 clusters Score -3067419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3067414.000000 Penalty: 5106.180664
	Iteration 33Q: 3 clusters Score -3067414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3067422.250000 Penalty: 5106.180664
	Iteration 34Q: 3 clusters Score -3067422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3067421.250000 Penalty: 5106.180664
	Iteration 35Q: 3 clusters Score -3067421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3067421.250000 Penalty: 5106.180664
	Iteration 36F: 3 clusters Score -3067421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 34065 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Entering Unmasked Estep 
Score: -110900656.000000 Penalty: 123460.500000
Splitting cluster 11 changes total score from -110898688.000000 to -110900656.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 12 (105672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Entering Unmasked Estep 
Score: -11966946.000000 Penalty: 2868.887695
	Iteration 0F: 2 clusters Score -1.196695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -11896434.000000 Penalty: 5737.775391
	Iteration 0F: 3 clusters Score -1.189643e+07 nChanged 49977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -11924777.000000 Penalty: 5737.775391
	Iteration 1F: 3 clusters Score -1.192478e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -11925539.000000 Penalty: 5737.775391
	Iteration 2Q: 3 clusters Score -1.192554e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -11926543.000000 Penalty: 5737.775391
	Iteration 3Q: 3 clusters Score -1.192654e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -11927958.000000 Penalty: 5737.775391
	Iteration 4Q: 3 clusters Score -1.192796e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -11930081.000000 Penalty: 5737.775391
	Iteration 5Q: 3 clusters Score -1.193008e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -11933655.000000 Penalty: 5737.775391
	Iteration 6F: 3 clusters Score -1.193366e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -11939557.000000 Penalty: 5737.775391
	Iteration 7F: 3 clusters Score -1.193956e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -11947282.000000 Penalty: 5737.775391
	Iteration 8F: 3 clusters Score -1.194728e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -11954566.000000 Penalty: 5737.775391
	Iteration 9F: 3 clusters Score -1.195457e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -11959479.000000 Penalty: 5737.775391
	Iteration 10Q: 3 clusters Score -1.195948e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -11962120.000000 Penalty: 5737.775391
	Iteration 11Q: 3 clusters Score -1.196212e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11963290.000000 Penalty: 5737.775391
	Iteration 12Q: 3 clusters Score -1.196329e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11963834.000000 Penalty: 5737.775391
	Iteration 13Q: 3 clusters Score -1.196383e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104720 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11964106.000000 Penalty: 5737.775391
	Iteration 14Q: 3 clusters Score -1.196411e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11964254.000000 Penalty: 5737.775391
	Iteration 15Q: 3 clusters Score -1.196425e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11964325.000000 Penalty: 5737.775391
	Iteration 16Q: 3 clusters Score -1.196432e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11964402.000000 Penalty: 5737.775391
	Iteration 17Q: 3 clusters Score -1.19644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11964435.000000 Penalty: 5737.775391
	Iteration 18Q: 3 clusters Score -1.196444e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11964470.000000 Penalty: 5737.775391
	Iteration 19Q: 3 clusters Score -1.196447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11964514.000000 Penalty: 5737.775391
	Iteration 20F: 3 clusters Score -1.196451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11964517.000000 Penalty: 5737.775391
	Iteration 21Q: 3 clusters Score -1.196452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105185 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11964515.000000 Penalty: 5737.775391
	Iteration 22Q: 3 clusters Score -1.196452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11964519.000000 Penalty: 5737.775391
	Iteration 23Q: 3 clusters Score -1.196452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11964529.000000 Penalty: 5737.775391
	Iteration 24Q: 3 clusters Score -1.196453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11964524.000000 Penalty: 5737.775391
	Iteration 25Q: 3 clusters Score -1.196452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11964524.000000 Penalty: 5737.775391
	Iteration 26F: 3 clusters Score -1.196452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Entering Unmasked Estep 
Score: -5694876.500000 Penalty: 2683.602295
	Iteration 0F: 2 clusters Score -5694876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5661128.000000 Penalty: 5367.204590
	Iteration 0F: 3 clusters Score -5661128 nChanged 23236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5674145.000000 Penalty: 5367.204590
	Iteration 1F: 3 clusters Score -5674145 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5674729.000000 Penalty: 5367.204590
	Iteration 2Q: 3 clusters Score -5674729 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5675388.500000 Penalty: 5367.204590
	Iteration 3Q: 3 clusters Score -5675388 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5676256.000000 Penalty: 5367.204590
	Iteration 4Q: 3 clusters Score -5676256 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5677476.500000 Penalty: 5367.204590
	Iteration 5Q: 3 clusters Score -5677476 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5679210.500000 Penalty: 5367.204590
	Iteration 6F: 3 clusters Score -5679210 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5681220.000000 Penalty: 5367.204590
	Iteration 7F: 3 clusters Score -5681220 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5683165.500000 Penalty: 5367.204590
	Iteration 8F: 3 clusters Score -5683166 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5684685.000000 Penalty: 5367.204590
	Iteration 9F: 3 clusters Score -5684685 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5686010.500000 Penalty: 5367.204590
	Iteration 10Q: 3 clusters Score -5686010 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5687019.000000 Penalty: 5367.204590
	Iteration 11Q: 3 clusters Score -5687019 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5687864.000000 Penalty: 5367.204590
	Iteration 12Q: 3 clusters Score -5687864 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -5688474.000000 Penalty: 5367.204590
	Iteration 13Q: 3 clusters Score -5688474 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -5688931.500000 Penalty: 5367.204590
	Iteration 14Q: 3 clusters Score -5688932 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5689218.500000 Penalty: 5367.204590
	Iteration 15Q: 3 clusters Score -5689218 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5689411.500000 Penalty: 5367.204590
	Iteration 16Q: 3 clusters Score -5689412 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5689570.500000 Penalty: 5367.204590
	Iteration 17Q: 3 clusters Score -5689570 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5689688.500000 Penalty: 5367.204590
	Iteration 18Q: 3 clusters Score -5689688 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -5689784.000000 Penalty: 5367.204590
	Iteration 19Q: 3 clusters Score -5689784 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5689851.500000 Penalty: 5367.204590
	Iteration 20F: 3 clusters Score -5689852 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5689921.000000 Penalty: 5367.204590
	Iteration 21Q: 3 clusters Score -5689921 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5689979.500000 Penalty: 5367.204590
	Iteration 22Q: 3 clusters Score -5689980 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5690038.500000 Penalty: 5367.204590
	Iteration 23Q: 3 clusters Score -5690038 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5690070.500000 Penalty: 5367.204590
	Iteration 24Q: 3 clusters Score -5690070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -5690118.500000 Penalty: 5367.204590
	Iteration 25Q: 3 clusters Score -5690118 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5690179.000000 Penalty: 5367.204590
	Iteration 26Q: 3 clusters Score -5690179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5690221.000000 Penalty: 5367.204590
	Iteration 27Q: 3 clusters Score -5690221 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -5690278.500000 Penalty: 5367.204590
	Iteration 28Q: 3 clusters Score -5690278 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5690320.000000 Penalty: 5367.204590
	Iteration 29Q: 3 clusters Score -5690320 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5690396.500000 Penalty: 5367.204590
	Iteration 30Q: 3 clusters Score -5690396 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -5690468.500000 Penalty: 5367.204590
	Iteration 31Q: 3 clusters Score -5690468 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5690575.000000 Penalty: 5367.204590
	Iteration 32Q: 3 clusters Score -5690575 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5690665.500000 Penalty: 5367.204590
	Iteration 33Q: 3 clusters Score -5690666 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5690788.000000 Penalty: 5367.204590
	Iteration 34Q: 3 clusters Score -5690788 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5690886.000000 Penalty: 5367.204590
	Iteration 35Q: 3 clusters Score -5690886 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -5690997.500000 Penalty: 5367.204590
	Iteration 36Q: 3 clusters Score -5690998 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5691100.000000 Penalty: 5367.204590
	Iteration 37Q: 3 clusters Score -5691100 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5691204.500000 Penalty: 5367.204590
	Iteration 38Q: 3 clusters Score -5691204 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -5691242.000000 Penalty: 5367.204590
	Iteration 39Q: 3 clusters Score -5691242 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5691299.500000 Penalty: 5367.204590
	Iteration 40F: 3 clusters Score -5691300 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5691338.500000 Penalty: 5367.204590
	Iteration 41Q: 3 clusters Score -5691338 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5691381.000000 Penalty: 5367.204590
	Iteration 42Q: 3 clusters Score -5691381 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5691422.000000 Penalty: 5367.204590
	Iteration 43Q: 3 clusters Score -5691422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5691463.000000 Penalty: 5367.204590
	Iteration 44Q: 3 clusters Score -5691463 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -5691484.000000 Penalty: 5367.204590
	Iteration 45Q: 3 clusters Score -5691484 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -5691528.000000 Penalty: 5367.204590
	Iteration 46Q: 3 clusters Score -5691528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5691548.500000 Penalty: 5367.204590
	Iteration 47Q: 3 clusters Score -5691548 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5691569.500000 Penalty: 5367.204590
	Iteration 48Q: 3 clusters Score -5691570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5691564.500000 Penalty: 5367.204590
	Iteration 49Q: 3 clusters Score -5691564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5691582.500000 Penalty: 5367.204590
	Iteration 50Q: 3 clusters Score -5691582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -5691586.000000 Penalty: 5367.204590
	Iteration 51Q: 3 clusters Score -5691586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5691600.000000 Penalty: 5367.204590
	Iteration 52Q: 3 clusters Score -5691600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5691620.500000 Penalty: 5367.204590
	Iteration 53Q: 3 clusters Score -5691620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5691628.000000 Penalty: 5367.204590
	Iteration 54Q: 3 clusters Score -5691628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5691636.000000 Penalty: 5367.204590
	Iteration 55Q: 3 clusters Score -5691636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5691643.500000 Penalty: 5367.204590
	Iteration 56Q: 3 clusters Score -5691644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5691651.500000 Penalty: 5367.204590
	Iteration 57Q: 3 clusters Score -5691652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5691650.000000 Penalty: 5367.204590
	Iteration 58Q: 3 clusters Score -5691650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -5691649.500000 Penalty: 5367.204590
	Iteration 59Q: 3 clusters Score -5691650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5691642.000000 Penalty: 5367.204590
	Iteration 60F: 3 clusters Score -5691642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -5691660.000000 Penalty: 5367.204590
	Iteration 61Q: 3 clusters Score -5691660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5691676.500000 Penalty: 5367.204590
	Iteration 62Q: 3 clusters Score -5691676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5691682.000000 Penalty: 5367.204590
	Iteration 63Q: 3 clusters Score -5691682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -5691683.000000 Penalty: 5367.204590
	Iteration 64Q: 3 clusters Score -5691683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -5691699.000000 Penalty: 5367.204590
	Iteration 65Q: 3 clusters Score -5691699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5691704.000000 Penalty: 5367.204590
	Iteration 66Q: 3 clusters Score -5691704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5691712.000000 Penalty: 5367.204590
	Iteration 67Q: 3 clusters Score -5691712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -5691712.500000 Penalty: 5367.204590
	Iteration 68Q: 3 clusters Score -5691712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -5691713.500000 Penalty: 5367.204590
	Iteration 69Q: 3 clusters Score -5691714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5691714.000000 Penalty: 5367.204590
	Iteration 70Q: 3 clusters Score -5691714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5691721.500000 Penalty: 5367.204590
	Iteration 71Q: 3 clusters Score -5691722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -5691729.500000 Penalty: 5367.204590
	Iteration 72Q: 3 clusters Score -5691730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -5691721.500000 Penalty: 5367.204590
	Iteration 73Q: 3 clusters Score -5691722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5691729.000000 Penalty: 5367.204590
	Iteration 74Q: 3 clusters Score -5691729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5691721.000000 Penalty: 5367.204590
	Iteration 75Q: 3 clusters Score -5691721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5691725.500000 Penalty: 5367.204590
	Iteration 76Q: 3 clusters Score -5691726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5691717.500000 Penalty: 5367.204590
	Iteration 77Q: 3 clusters Score -5691718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -5691726.500000 Penalty: 5367.204590
	Iteration 78Q: 3 clusters Score -5691726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5691736.000000 Penalty: 5367.204590
	Iteration 79Q: 3 clusters Score -5691736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -5691740.000000 Penalty: 5367.204590
	Iteration 80F: 3 clusters Score -5691740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -5691737.000000 Penalty: 5367.204590
	Iteration 81Q: 3 clusters Score -5691737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -5691727.500000 Penalty: 5367.204590
	Iteration 82Q: 3 clusters Score -5691728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5691740.000000 Penalty: 5367.204590
	Iteration 83Q: 3 clusters Score -5691740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -5691741.500000 Penalty: 5367.204590
	Iteration 84Q: 3 clusters Score -5691742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -5691738.000000 Penalty: 5367.204590
	Iteration 85Q: 3 clusters Score -5691738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5691738.000000 Penalty: 5367.204590
	Iteration 86Q: 3 clusters Score -5691738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5691738.000000 Penalty: 5367.204590
	Iteration 87Q: 3 clusters Score -5691738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5691735.000000 Penalty: 5367.204590
	Iteration 88Q: 3 clusters Score -5691735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -5691735.000000 Penalty: 5367.204590
	Iteration 89Q: 3 clusters Score -5691735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5691733.500000 Penalty: 5367.204590
	Iteration 90Q: 3 clusters Score -5691734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -5691734.000000 Penalty: 5367.204590
	Iteration 91Q: 3 clusters Score -5691734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5691730.500000 Penalty: 5367.204590
	Iteration 92Q: 3 clusters Score -5691730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5691733.000000 Penalty: 5367.204590
	Iteration 93Q: 3 clusters Score -5691733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5691733.000000 Penalty: 5367.204590
	Iteration 94F: 3 clusters Score -5691733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -143685.078125 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -143685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141539.468750 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -141539.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141904.500000 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -141904.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -141988.750000 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -141988.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142047.171875 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -142047.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -142097.953125 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -142098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -142128.531250 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -142128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142136.250000 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -142136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -142146.578125 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -142146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142152.671875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -142152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142156.734375 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -142156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -142157.875000 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -142157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -142158.859375 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -142158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -142158.859375 Penalty: 3589.937988
	Iteration 12F: 3 clusters Score -142158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -130771.085938 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -130771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128715.296875 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -128715.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129037.984375 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -129038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129129.851562 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -129129.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129162.679688 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -129162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129181.289062 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -129181.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129202.265625 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -129202.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129218.109375 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -129218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129231.257812 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -129231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129239.312500 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -129239.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -129249.976562 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -129250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129262.570312 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -129262.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129276.164062 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -129276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129286.507812 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -129286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129288.937500 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -129288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -129291.382812 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -129291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -129292.796875 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -129292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129294.343750 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -129294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -129295.945312 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -129295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129296.265625 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -129296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129296.265625 Penalty: 3508.761963
	Iteration 19F: 3 clusters Score -129296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Entering Unmasked Estep 
Score: -3768869.250000 Penalty: 2588.134277
	Iteration 0F: 2 clusters Score -3768869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3745699.750000 Penalty: 5176.268555
	Iteration 0F: 3 clusters Score -3745700 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3754275.500000 Penalty: 5176.268555
	Iteration 1F: 3 clusters Score -3754276 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3755014.500000 Penalty: 5176.268555
	Iteration 2F: 3 clusters Score -3755014 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3755914.000000 Penalty: 5176.268555
	Iteration 3Q: 3 clusters Score -3755914 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3757007.000000 Penalty: 5176.268555
	Iteration 4F: 3 clusters Score -3757007 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3758416.500000 Penalty: 5176.268555
	Iteration 5F: 3 clusters Score -3758416 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3759958.500000 Penalty: 5176.268555
	Iteration 6F: 3 clusters Score -3759958 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3761614.750000 Penalty: 5176.268555
	Iteration 7F: 3 clusters Score -3761615 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3763191.000000 Penalty: 5176.268555
	Iteration 8F: 3 clusters Score -3763191 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3764602.500000 Penalty: 5176.268555
	Iteration 9F: 3 clusters Score -3764602 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3765522.000000 Penalty: 5176.268555
	Iteration 10Q: 3 clusters Score -3765522 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3765972.000000 Penalty: 5176.268555
	Iteration 11Q: 3 clusters Score -3765972 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3766283.750000 Penalty: 5176.268555
	Iteration 12Q: 3 clusters Score -3766284 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3766482.750000 Penalty: 5176.268555
	Iteration 13Q: 3 clusters Score -3766483 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3766615.500000 Penalty: 5176.268555
	Iteration 14Q: 3 clusters Score -3766616 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3766736.500000 Penalty: 5176.268555
	Iteration 15Q: 3 clusters Score -3766736 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3766844.500000 Penalty: 5176.268555
	Iteration 16Q: 3 clusters Score -3766844 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3766943.250000 Penalty: 5176.268555
	Iteration 17Q: 3 clusters Score -3766943 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3767010.250000 Penalty: 5176.268555
	Iteration 18Q: 3 clusters Score -3767010 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3767070.500000 Penalty: 5176.268555
	Iteration 19Q: 3 clusters Score -3767070 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3767127.500000 Penalty: 5176.268555
	Iteration 20F: 3 clusters Score -3767128 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3767175.000000 Penalty: 5176.268555
	Iteration 21Q: 3 clusters Score -3767175 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3767220.750000 Penalty: 5176.268555
	Iteration 22Q: 3 clusters Score -3767221 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3767281.000000 Penalty: 5176.268555
	Iteration 23Q: 3 clusters Score -3767281 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3767343.000000 Penalty: 5176.268555
	Iteration 24Q: 3 clusters Score -3767343 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3767373.250000 Penalty: 5176.268555
	Iteration 25Q: 3 clusters Score -3767373 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3767396.750000 Penalty: 5176.268555
	Iteration 26Q: 3 clusters Score -3767397 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3767417.250000 Penalty: 5176.268555
	Iteration 27Q: 3 clusters Score -3767417 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3767437.250000 Penalty: 5176.268555
	Iteration 28Q: 3 clusters Score -3767437 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3767474.250000 Penalty: 5176.268555
	Iteration 29Q: 3 clusters Score -3767474 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3767502.250000 Penalty: 5176.268555
	Iteration 30Q: 3 clusters Score -3767502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3767549.250000 Penalty: 5176.268555
	Iteration 31Q: 3 clusters Score -3767549 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3767591.250000 Penalty: 5176.268555
	Iteration 32Q: 3 clusters Score -3767591 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3767638.000000 Penalty: 5176.268555
	Iteration 33Q: 3 clusters Score -3767638 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3767682.500000 Penalty: 5176.268555
	Iteration 34Q: 3 clusters Score -3767682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3767721.000000 Penalty: 5176.268555
	Iteration 35Q: 3 clusters Score -3767721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3767763.750000 Penalty: 5176.268555
	Iteration 36Q: 3 clusters Score -3767764 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3767799.250000 Penalty: 5176.268555
	Iteration 37Q: 3 clusters Score -3767799 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3767857.500000 Penalty: 5176.268555
	Iteration 38Q: 3 clusters Score -3767858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3767947.500000 Penalty: 5176.268555
	Iteration 39Q: 3 clusters Score -3767948 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3768017.750000 Penalty: 5176.268555
	Iteration 40F: 3 clusters Score -3768018 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3768103.500000 Penalty: 5176.268555
	Iteration 41Q: 3 clusters Score -3768104 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3768176.250000 Penalty: 5176.268555
	Iteration 42Q: 3 clusters Score -3768176 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3768248.250000 Penalty: 5176.268555
	Iteration 43Q: 3 clusters Score -3768248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3768321.000000 Penalty: 5176.268555
	Iteration 44Q: 3 clusters Score -3768321 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3768403.500000 Penalty: 5176.268555
	Iteration 45Q: 3 clusters Score -3768404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3768464.000000 Penalty: 5176.268555
	Iteration 46Q: 3 clusters Score -3768464 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3768534.500000 Penalty: 5176.268555
	Iteration 47Q: 3 clusters Score -3768534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3768597.000000 Penalty: 5176.268555
	Iteration 48Q: 3 clusters Score -3768597 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3768641.250000 Penalty: 5176.268555
	Iteration 49Q: 3 clusters Score -3768641 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3768707.250000 Penalty: 5176.268555
	Iteration 50Q: 3 clusters Score -3768707 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3768742.250000 Penalty: 5176.268555
	Iteration 51Q: 3 clusters Score -3768742 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3768806.000000 Penalty: 5176.268555
	Iteration 52Q: 3 clusters Score -3768806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3768836.500000 Penalty: 5176.268555
	Iteration 53Q: 3 clusters Score -3768836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3768883.750000 Penalty: 5176.268555
	Iteration 54Q: 3 clusters Score -3768884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3768944.500000 Penalty: 5176.268555
	Iteration 55Q: 3 clusters Score -3768944 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3768997.500000 Penalty: 5176.268555
	Iteration 56Q: 3 clusters Score -3768998 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3769068.000000 Penalty: 5176.268555
	Iteration 57Q: 3 clusters Score -3769068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3769130.250000 Penalty: 5176.268555
	Iteration 58Q: 3 clusters Score -3769130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3769178.250000 Penalty: 5176.268555
	Iteration 59Q: 3 clusters Score -3769178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3769236.750000 Penalty: 5176.268555
	Iteration 60F: 3 clusters Score -3769237 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3769286.500000 Penalty: 5176.268555
	Iteration 61Q: 3 clusters Score -3769286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3769310.500000 Penalty: 5176.268555
	Iteration 62Q: 3 clusters Score -3769310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3769329.000000 Penalty: 5176.268555
	Iteration 63Q: 3 clusters Score -3769329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3769335.000000 Penalty: 5176.268555
	Iteration 64Q: 3 clusters Score -3769335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3769349.250000 Penalty: 5176.268555
	Iteration 65Q: 3 clusters Score -3769349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3769359.500000 Penalty: 5176.268555
	Iteration 66Q: 3 clusters Score -3769360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3769373.000000 Penalty: 5176.268555
	Iteration 67Q: 3 clusters Score -3769373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3769382.500000 Penalty: 5176.268555
	Iteration 68Q: 3 clusters Score -3769382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3769388.750000 Penalty: 5176.268555
	Iteration 69Q: 3 clusters Score -3769389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3769397.000000 Penalty: 5176.268555
	Iteration 70Q: 3 clusters Score -3769397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3769395.250000 Penalty: 5176.268555
	Iteration 71Q: 3 clusters Score -3769395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3769395.750000 Penalty: 5176.268555
	Iteration 72Q: 3 clusters Score -3769396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3769404.750000 Penalty: 5176.268555
	Iteration 73Q: 3 clusters Score -3769405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3769410.250000 Penalty: 5176.268555
	Iteration 74Q: 3 clusters Score -3769410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3769407.250000 Penalty: 5176.268555
	Iteration 75Q: 3 clusters Score -3769407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3769403.250000 Penalty: 5176.268555
	Iteration 76Q: 3 clusters Score -3769403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3769410.750000 Penalty: 5176.268555
	Iteration 77Q: 3 clusters Score -3769411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3769408.750000 Penalty: 5176.268555
	Iteration 78Q: 3 clusters Score -3769409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3769407.250000 Penalty: 5176.268555
	Iteration 79Q: 3 clusters Score -3769407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3769411.750000 Penalty: 5176.268555
	Iteration 80F: 3 clusters Score -3769412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3769408.250000 Penalty: 5176.268555
	Iteration 81Q: 3 clusters Score -3769408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3769410.750000 Penalty: 5176.268555
	Iteration 82Q: 3 clusters Score -3769411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3769410.000000 Penalty: 5176.268555
	Iteration 83Q: 3 clusters Score -3769410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3769413.500000 Penalty: 5176.268555
	Iteration 84Q: 3 clusters Score -3769414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3769413.500000 Penalty: 5176.268555
	Iteration 85F: 3 clusters Score -3769414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Mstep: Class 37 contains 4677 members 
Entering Unmasked Estep 
Score: -110900424.000000 Penalty: 126889.953125
Splitting cluster 16 changes total score from -110898688.000000 to -110900424.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 17 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -447448.875000 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -447448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -443310.593750 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -443310.6 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -444349.125000 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -444349.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -444656.781250 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -444656.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -444917.906250 Penalty: 4164.828613
	Iteration 3F: 3 clusters Score -444917.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -445223.687500 Penalty: 4164.828613
	Iteration 4F: 3 clusters Score -445223.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -445567.031250 Penalty: 4164.828613
	Iteration 5F: 3 clusters Score -445567 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -445858.625000 Penalty: 4164.828613
	Iteration 6F: 3 clusters Score -445858.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -446076.468750 Penalty: 4164.828613
	Iteration 7Q: 3 clusters Score -446076.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -446222.968750 Penalty: 4164.828613
	Iteration 8Q: 3 clusters Score -446223 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -446350.750000 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -446350.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -446465.812500 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -446465.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -446564.093750 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -446564.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -446653.781250 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -446653.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -446717.843750 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -446717.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -446756.937500 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -446756.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -446791.875000 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -446791.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -446820.312500 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -446820.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -446860.062500 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -446860.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -446912.937500 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -446912.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -446954.562500 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -446954.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -446984.468750 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -446984.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -447002.062500 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -447002.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -447016.187500 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -447016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -447025.093750 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -447025.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -447033.312500 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -447033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -447036.750000 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -447036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -447040.437500 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -447040.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -447042.000000 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -447042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -447046.500000 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -447046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -447047.875000 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -447047.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -447051.375000 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -447051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -447052.968750 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -447053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -447053.781250 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -447053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -447054.093750 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -447054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -447054.468750 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -447054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -447055.718750 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -447055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -447056.281250 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -447056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -447057.187500 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -447057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -447058.937500 Penalty: 4164.828613
	Iteration 38Q: 3 clusters Score -447058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -447059.937500 Penalty: 4164.828613
	Iteration 39Q: 3 clusters Score -447059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -447061.031250 Penalty: 4164.828613
	Iteration 40F: 3 clusters Score -447061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -447061.343750 Penalty: 4164.828613
	Iteration 41Q: 3 clusters Score -447061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -447062.625000 Penalty: 4164.828613
	Iteration 42Q: 3 clusters Score -447062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -447063.843750 Penalty: 4164.828613
	Iteration 43Q: 3 clusters Score -447063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -447066.343750 Penalty: 4164.828613
	Iteration 44Q: 3 clusters Score -447066.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -447068.125000 Penalty: 4164.828613
	Iteration 45Q: 3 clusters Score -447068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -447068.781250 Penalty: 4164.828613
	Iteration 46Q: 3 clusters Score -447068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -447069.968750 Penalty: 4164.828613
	Iteration 47Q: 3 clusters Score -447070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -447071.000000 Penalty: 4164.828613
	Iteration 48Q: 3 clusters Score -447071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -447071.000000 Penalty: 4164.828613
	Iteration 49F: 3 clusters Score -447071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Entering Unmasked Estep 
Score: -2711018.000000 Penalty: 2498.244629
	Iteration 0F: 2 clusters Score -2711018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2694493.500000 Penalty: 4996.489258
	Iteration 0F: 3 clusters Score -2694494 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2700282.250000 Penalty: 4996.489258
	Iteration 1F: 3 clusters Score -2700282 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2700670.250000 Penalty: 4996.489258
	Iteration 2Q: 3 clusters Score -2700670 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2700977.750000 Penalty: 4996.489258
	Iteration 3Q: 3 clusters Score -2700978 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2701258.500000 Penalty: 4996.489258
	Iteration 4Q: 3 clusters Score -2701258 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2701551.750000 Penalty: 4996.489258
	Iteration 5Q: 3 clusters Score -2701552 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2701966.500000 Penalty: 4996.489258
	Iteration 6Q: 3 clusters Score -2701966 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2702552.500000 Penalty: 4996.489258
	Iteration 7Q: 3 clusters Score -2702552 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2703463.250000 Penalty: 4996.489258
	Iteration 8F: 3 clusters Score -2703463 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2704790.250000 Penalty: 4996.489258
	Iteration 9F: 3 clusters Score -2704790 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2706391.250000 Penalty: 4996.489258
	Iteration 10F: 3 clusters Score -2706391 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2708019.750000 Penalty: 4996.489258
	Iteration 11F: 3 clusters Score -2708020 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2709501.500000 Penalty: 4996.489258
	Iteration 12F: 3 clusters Score -2709502 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2710360.250000 Penalty: 4996.489258
	Iteration 13Q: 3 clusters Score -2710360 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2710691.750000 Penalty: 4996.489258
	Iteration 14Q: 3 clusters Score -2710692 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2710823.750000 Penalty: 4996.489258
	Iteration 15Q: 3 clusters Score -2710824 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2710886.000000 Penalty: 4996.489258
	Iteration 16Q: 3 clusters Score -2710886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2710899.250000 Penalty: 4996.489258
	Iteration 17Q: 3 clusters Score -2710899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2710908.500000 Penalty: 4996.489258
	Iteration 18Q: 3 clusters Score -2710908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2710911.250000 Penalty: 4996.489258
	Iteration 19Q: 3 clusters Score -2710911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2710915.250000 Penalty: 4996.489258
	Iteration 20F: 3 clusters Score -2710915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2710909.750000 Penalty: 4996.489258
	Iteration 21Q: 3 clusters Score -2710910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2710914.250000 Penalty: 4996.489258
	Iteration 22Q: 3 clusters Score -2710914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2710912.750000 Penalty: 4996.489258
	Iteration 23Q: 3 clusters Score -2710913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2710911.500000 Penalty: 4996.489258
	Iteration 24Q: 3 clusters Score -2710912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2710916.000000 Penalty: 4996.489258
	Iteration 25Q: 3 clusters Score -2710916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2710917.500000 Penalty: 4996.489258
	Iteration 26Q: 3 clusters Score -2710918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2710917.000000 Penalty: 4996.489258
	Iteration 27Q: 3 clusters Score -2710917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2710917.500000 Penalty: 4996.489258
	Iteration 28Q: 3 clusters Score -2710918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2710916.000000 Penalty: 4996.489258
	Iteration 29Q: 3 clusters Score -2710916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2710917.500000 Penalty: 4996.489258
	Iteration 30Q: 3 clusters Score -2710918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2710917.500000 Penalty: 4996.489258
	Iteration 31F: 3 clusters Score -2710918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Entering Unmasked Estep 
Score: -1177224.375000 Penalty: 2298.287354
	Iteration 0F: 2 clusters Score -1177224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1169236.000000 Penalty: 4596.574707
	Iteration 0F: 3 clusters Score -1169236 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1171788.750000 Penalty: 4596.574707
	Iteration 1F: 3 clusters Score -1171789 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1172310.750000 Penalty: 4596.574707
	Iteration 2F: 3 clusters Score -1172311 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1172796.625000 Penalty: 4596.574707
	Iteration 3F: 3 clusters Score -1172797 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1173305.000000 Penalty: 4596.574707
	Iteration 4F: 3 clusters Score -1173305 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1173834.250000 Penalty: 4596.574707
	Iteration 5F: 3 clusters Score -1173834 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1174314.625000 Penalty: 4596.574707
	Iteration 6F: 3 clusters Score -1174315 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1174720.500000 Penalty: 4596.574707
	Iteration 7Q: 3 clusters Score -1174720 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1174949.000000 Penalty: 4596.574707
	Iteration 8Q: 3 clusters Score -1174949 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1175053.875000 Penalty: 4596.574707
	Iteration 9Q: 3 clusters Score -1175054 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1175108.375000 Penalty: 4596.574707
	Iteration 10Q: 3 clusters Score -1175108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1175147.625000 Penalty: 4596.574707
	Iteration 11Q: 3 clusters Score -1175148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1175173.500000 Penalty: 4596.574707
	Iteration 12Q: 3 clusters Score -1175174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1175192.750000 Penalty: 4596.574707
	Iteration 13Q: 3 clusters Score -1175193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1175207.625000 Penalty: 4596.574707
	Iteration 14Q: 3 clusters Score -1175208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1175214.375000 Penalty: 4596.574707
	Iteration 15Q: 3 clusters Score -1175214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1175218.500000 Penalty: 4596.574707
	Iteration 16Q: 3 clusters Score -1175218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1175225.375000 Penalty: 4596.574707
	Iteration 17Q: 3 clusters Score -1175225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1175230.500000 Penalty: 4596.574707
	Iteration 18Q: 3 clusters Score -1175230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1175238.125000 Penalty: 4596.574707
	Iteration 19Q: 3 clusters Score -1175238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1175242.750000 Penalty: 4596.574707
	Iteration 20F: 3 clusters Score -1175243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1175244.625000 Penalty: 4596.574707
	Iteration 21Q: 3 clusters Score -1175245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1175247.250000 Penalty: 4596.574707
	Iteration 22Q: 3 clusters Score -1175247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1175250.125000 Penalty: 4596.574707
	Iteration 23Q: 3 clusters Score -1175250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1175256.375000 Penalty: 4596.574707
	Iteration 24Q: 3 clusters Score -1175256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1175258.250000 Penalty: 4596.574707
	Iteration 25Q: 3 clusters Score -1175258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1175267.125000 Penalty: 4596.574707
	Iteration 26Q: 3 clusters Score -1175267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1175264.250000 Penalty: 4596.574707
	Iteration 27Q: 3 clusters Score -1175264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1175264.500000 Penalty: 4596.574707
	Iteration 28Q: 3 clusters Score -1175264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1175265.500000 Penalty: 4596.574707
	Iteration 29Q: 3 clusters Score -1175266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1175267.375000 Penalty: 4596.574707
	Iteration 30Q: 3 clusters Score -1175267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1175268.125000 Penalty: 4596.574707
	Iteration 31Q: 3 clusters Score -1175268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1175269.750000 Penalty: 4596.574707
	Iteration 32Q: 3 clusters Score -1175270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1175268.875000 Penalty: 4596.574707
	Iteration 33Q: 3 clusters Score -1175269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1175269.750000 Penalty: 4596.574707
	Iteration 34Q: 3 clusters Score -1175270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1175270.375000 Penalty: 4596.574707
	Iteration 35Q: 3 clusters Score -1175270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1175272.375000 Penalty: 4596.574707
	Iteration 36Q: 3 clusters Score -1175272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1175269.375000 Penalty: 4596.574707
	Iteration 37Q: 3 clusters Score -1175269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1175272.500000 Penalty: 4596.574707
	Iteration 38Q: 3 clusters Score -1175272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1175272.500000 Penalty: 4596.574707
	Iteration 39F: 3 clusters Score -1175272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -638681.875000 Penalty: 2153.605469
	Iteration 0F: 2 clusters Score -638681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -633563.437500 Penalty: 4307.210938
	Iteration 0F: 3 clusters Score -633563.4 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -634855.875000 Penalty: 4307.210938
	Iteration 1F: 3 clusters Score -634855.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -635086.625000 Penalty: 4307.210938
	Iteration 2F: 3 clusters Score -635086.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -635225.125000 Penalty: 4307.210938
	Iteration 3Q: 3 clusters Score -635225.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -635365.187500 Penalty: 4307.210938
	Iteration 4Q: 3 clusters Score -635365.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -635530.500000 Penalty: 4307.210938
	Iteration 5Q: 3 clusters Score -635530.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -635671.625000 Penalty: 4307.210938
	Iteration 6Q: 3 clusters Score -635671.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -635820.125000 Penalty: 4307.210938
	Iteration 7Q: 3 clusters Score -635820.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -635982.125000 Penalty: 4307.210938
	Iteration 8Q: 3 clusters Score -635982.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -636130.437500 Penalty: 4307.210938
	Iteration 9Q: 3 clusters Score -636130.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -636279.687500 Penalty: 4307.210938
	Iteration 10Q: 3 clusters Score -636279.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -636422.000000 Penalty: 4307.210938
	Iteration 11Q: 3 clusters Score -636422 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -636552.875000 Penalty: 4307.210938
	Iteration 12Q: 3 clusters Score -636552.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -636665.875000 Penalty: 4307.210938
	Iteration 13Q: 3 clusters Score -636665.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -636751.812500 Penalty: 4307.210938
	Iteration 14Q: 3 clusters Score -636751.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -636824.750000 Penalty: 4307.210938
	Iteration 15Q: 3 clusters Score -636824.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -636898.250000 Penalty: 4307.210938
	Iteration 16Q: 3 clusters Score -636898.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -636959.687500 Penalty: 4307.210938
	Iteration 17Q: 3 clusters Score -636959.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -637009.750000 Penalty: 4307.210938
	Iteration 18Q: 3 clusters Score -637009.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -637051.000000 Penalty: 4307.210938
	Iteration 19Q: 3 clusters Score -637051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -637079.937500 Penalty: 4307.210938
	Iteration 20F: 3 clusters Score -637079.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -637100.812500 Penalty: 4307.210938
	Iteration 21Q: 3 clusters Score -637100.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -637115.062500 Penalty: 4307.210938
	Iteration 22Q: 3 clusters Score -637115.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -637130.750000 Penalty: 4307.210938
	Iteration 23Q: 3 clusters Score -637130.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -637154.312500 Penalty: 4307.210938
	Iteration 24Q: 3 clusters Score -637154.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -637175.937500 Penalty: 4307.210938
	Iteration 25Q: 3 clusters Score -637175.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -637200.937500 Penalty: 4307.210938
	Iteration 26Q: 3 clusters Score -637200.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -637215.812500 Penalty: 4307.210938
	Iteration 27Q: 3 clusters Score -637215.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -637230.000000 Penalty: 4307.210938
	Iteration 28Q: 3 clusters Score -637230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -637251.687500 Penalty: 4307.210938
	Iteration 29Q: 3 clusters Score -637251.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -637274.000000 Penalty: 4307.210938
	Iteration 30Q: 3 clusters Score -637274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -637294.875000 Penalty: 4307.210938
	Iteration 31Q: 3 clusters Score -637294.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -637309.750000 Penalty: 4307.210938
	Iteration 32Q: 3 clusters Score -637309.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -637326.312500 Penalty: 4307.210938
	Iteration 33Q: 3 clusters Score -637326.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -637339.125000 Penalty: 4307.210938
	Iteration 34Q: 3 clusters Score -637339.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -637348.750000 Penalty: 4307.210938
	Iteration 35Q: 3 clusters Score -637348.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -637358.500000 Penalty: 4307.210938
	Iteration 36Q: 3 clusters Score -637358.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -637367.625000 Penalty: 4307.210938
	Iteration 37Q: 3 clusters Score -637367.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -637373.937500 Penalty: 4307.210938
	Iteration 38Q: 3 clusters Score -637373.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -637380.375000 Penalty: 4307.210938
	Iteration 39Q: 3 clusters Score -637380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -637386.625000 Penalty: 4307.210938
	Iteration 40F: 3 clusters Score -637386.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -637392.500000 Penalty: 4307.210938
	Iteration 41Q: 3 clusters Score -637392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -637399.437500 Penalty: 4307.210938
	Iteration 42Q: 3 clusters Score -637399.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -637408.500000 Penalty: 4307.210938
	Iteration 43Q: 3 clusters Score -637408.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -637415.125000 Penalty: 4307.210938
	Iteration 44Q: 3 clusters Score -637415.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -637423.000000 Penalty: 4307.210938
	Iteration 45Q: 3 clusters Score -637423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -637428.750000 Penalty: 4307.210938
	Iteration 46Q: 3 clusters Score -637428.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -637433.687500 Penalty: 4307.210938
	Iteration 47Q: 3 clusters Score -637433.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -637438.000000 Penalty: 4307.210938
	Iteration 48Q: 3 clusters Score -637438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -637440.000000 Penalty: 4307.210938
	Iteration 49Q: 3 clusters Score -637440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -637441.937500 Penalty: 4307.210938
	Iteration 50Q: 3 clusters Score -637441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -637444.000000 Penalty: 4307.210938
	Iteration 51Q: 3 clusters Score -637444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -637446.187500 Penalty: 4307.210938
	Iteration 52Q: 3 clusters Score -637446.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -637449.062500 Penalty: 4307.210938
	Iteration 53Q: 3 clusters Score -637449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -637451.375000 Penalty: 4307.210938
	Iteration 54Q: 3 clusters Score -637451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -637451.187500 Penalty: 4307.210938
	Iteration 55Q: 3 clusters Score -637451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -637451.500000 Penalty: 4307.210938
	Iteration 56Q: 3 clusters Score -637451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -637453.312500 Penalty: 4307.210938
	Iteration 57Q: 3 clusters Score -637453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -637453.187500 Penalty: 4307.210938
	Iteration 58Q: 3 clusters Score -637453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -637453.625000 Penalty: 4307.210938
	Iteration 59Q: 3 clusters Score -637453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -637455.750000 Penalty: 4307.210938
	Iteration 60F: 3 clusters Score -637455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -637456.250000 Penalty: 4307.210938
	Iteration 61Q: 3 clusters Score -637456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -637459.437500 Penalty: 4307.210938
	Iteration 62Q: 3 clusters Score -637459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -637461.062500 Penalty: 4307.210938
	Iteration 63Q: 3 clusters Score -637461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -637463.125000 Penalty: 4307.210938
	Iteration 64Q: 3 clusters Score -637463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -637462.062500 Penalty: 4307.210938
	Iteration 65Q: 3 clusters Score -637462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -637464.000000 Penalty: 4307.210938
	Iteration 66Q: 3 clusters Score -637464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -637466.125000 Penalty: 4307.210938
	Iteration 67Q: 3 clusters Score -637466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -637467.000000 Penalty: 4307.210938
	Iteration 68Q: 3 clusters Score -637467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -637467.187500 Penalty: 4307.210938
	Iteration 69Q: 3 clusters Score -637467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -637466.937500 Penalty: 4307.210938
	Iteration 70Q: 3 clusters Score -637466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -637468.500000 Penalty: 4307.210938
	Iteration 71Q: 3 clusters Score -637468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -637468.000000 Penalty: 4307.210938
	Iteration 72Q: 3 clusters Score -637468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -637469.750000 Penalty: 4307.210938
	Iteration 73Q: 3 clusters Score -637469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -637470.437500 Penalty: 4307.210938
	Iteration 74Q: 3 clusters Score -637470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -637469.375000 Penalty: 4307.210938
	Iteration 75Q: 3 clusters Score -637469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -637469.625000 Penalty: 4307.210938
	Iteration 76Q: 3 clusters Score -637469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -637470.062500 Penalty: 4307.210938
	Iteration 77Q: 3 clusters Score -637470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -637471.062500 Penalty: 4307.210938
	Iteration 78Q: 3 clusters Score -637471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -637471.062500 Penalty: 4307.210938
	Iteration 79F: 3 clusters Score -637471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -73340.148438 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -73340.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71663.781250 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -71663.78 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72450.890625 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -72450.89 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -73248.289062 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -73248.29 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73812.804688 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -73812.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -74161.335938 Penalty: 3340.357422
	Iteration 4F: 3 clusters Score -74161.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74499.000000 Penalty: 3340.357422
	Iteration 5F: 3 clusters Score -74499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -74893.617188 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -74893.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75209.671875 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -75209.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75212.171875 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -75212.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -75213.351562 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -75213.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75215.421875 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -75215.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75219.265625 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -75219.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75219.265625 Penalty: 3340.357422
	Iteration 12F: 3 clusters Score -75219.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 563 members 
Entering Unmasked Estep 
Score: -110900576.000000 Penalty: 130319.414062
Splitting cluster 21 changes total score from -110898688.000000 to -110900576.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (4248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Entering Unmasked Estep 
Score: -464561.312500 Penalty: 2071.842285
	Iteration 0F: 2 clusters Score -464561.3 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 2093 members 
Entering Unmasked Estep 
Score: -460466.218750 Penalty: 4143.684570
	Iteration 0F: 3 clusters Score -460466.2 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -461403.906250 Penalty: 4143.684570
	Iteration 1F: 3 clusters Score -461403.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -461653.656250 Penalty: 4143.684570
	Iteration 2F: 3 clusters Score -461653.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -461828.937500 Penalty: 4143.684570
	Iteration 3F: 3 clusters Score -461828.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -461941.937500 Penalty: 4143.684570
	Iteration 4Q: 3 clusters Score -461941.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -462030.187500 Penalty: 4143.684570
	Iteration 5Q: 3 clusters Score -462030.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -462101.937500 Penalty: 4143.684570
	Iteration 6Q: 3 clusters Score -462101.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462179.843750 Penalty: 4143.684570
	Iteration 7Q: 3 clusters Score -462179.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -462256.312500 Penalty: 4143.684570
	Iteration 8Q: 3 clusters Score -462256.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -462339.781250 Penalty: 4143.684570
	Iteration 9Q: 3 clusters Score -462339.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -462423.437500 Penalty: 4143.684570
	Iteration 10Q: 3 clusters Score -462423.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -462506.656250 Penalty: 4143.684570
	Iteration 11Q: 3 clusters Score -462506.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -462595.000000 Penalty: 4143.684570
	Iteration 12Q: 3 clusters Score -462595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -462671.531250 Penalty: 4143.684570
	Iteration 13Q: 3 clusters Score -462671.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -462745.718750 Penalty: 4143.684570
	Iteration 14Q: 3 clusters Score -462745.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -462826.406250 Penalty: 4143.684570
	Iteration 15Q: 3 clusters Score -462826.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -462886.000000 Penalty: 4143.684570
	Iteration 16Q: 3 clusters Score -462886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -462941.937500 Penalty: 4143.684570
	Iteration 17Q: 3 clusters Score -462941.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -462991.250000 Penalty: 4143.684570
	Iteration 18Q: 3 clusters Score -462991.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -463026.687500 Penalty: 4143.684570
	Iteration 19Q: 3 clusters Score -463026.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463044.343750 Penalty: 4143.684570
	Iteration 20F: 3 clusters Score -463044.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -463057.000000 Penalty: 4143.684570
	Iteration 21Q: 3 clusters Score -463057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -463072.843750 Penalty: 4143.684570
	Iteration 22Q: 3 clusters Score -463072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -463083.062500 Penalty: 4143.684570
	Iteration 23Q: 3 clusters Score -463083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -463095.062500 Penalty: 4143.684570
	Iteration 24Q: 3 clusters Score -463095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -463103.812500 Penalty: 4143.684570
	Iteration 25Q: 3 clusters Score -463103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -463111.750000 Penalty: 4143.684570
	Iteration 26Q: 3 clusters Score -463111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -463116.281250 Penalty: 4143.684570
	Iteration 27Q: 3 clusters Score -463116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -463122.062500 Penalty: 4143.684570
	Iteration 28Q: 3 clusters Score -463122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -463127.312500 Penalty: 4143.684570
	Iteration 29Q: 3 clusters Score -463127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -463128.281250 Penalty: 4143.684570
	Iteration 30Q: 3 clusters Score -463128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -463129.437500 Penalty: 4143.684570
	Iteration 31Q: 3 clusters Score -463129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -463129.437500 Penalty: 4143.684570
	Iteration 32F: 3 clusters Score -463129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1386694.000000 Penalty: 2353.486328
	Iteration 0F: 2 clusters Score -1386694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1377045.125000 Penalty: 4706.972656
	Iteration 0F: 3 clusters Score -1377045 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1380157.375000 Penalty: 4706.972656
	Iteration 1F: 3 clusters Score -1380157 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1380554.125000 Penalty: 4706.972656
	Iteration 2F: 3 clusters Score -1380554 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1380887.125000 Penalty: 4706.972656
	Iteration 3F: 3 clusters Score -1380887 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1381216.375000 Penalty: 4706.972656
	Iteration 4Q: 3 clusters Score -1381216 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1381599.750000 Penalty: 4706.972656
	Iteration 5Q: 3 clusters Score -1381600 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1382003.750000 Penalty: 4706.972656
	Iteration 6Q: 3 clusters Score -1382004 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1382326.750000 Penalty: 4706.972656
	Iteration 7Q: 3 clusters Score -1382327 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1382570.250000 Penalty: 4706.972656
	Iteration 8Q: 3 clusters Score -1382570 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1382804.875000 Penalty: 4706.972656
	Iteration 9Q: 3 clusters Score -1382805 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1382965.125000 Penalty: 4706.972656
	Iteration 10Q: 3 clusters Score -1382965 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1383101.750000 Penalty: 4706.972656
	Iteration 11Q: 3 clusters Score -1383102 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1383186.000000 Penalty: 4706.972656
	Iteration 12Q: 3 clusters Score -1383186 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1383260.125000 Penalty: 4706.972656
	Iteration 13Q: 3 clusters Score -1383260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1383305.125000 Penalty: 4706.972656
	Iteration 14Q: 3 clusters Score -1383305 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1383338.750000 Penalty: 4706.972656
	Iteration 15Q: 3 clusters Score -1383339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1383371.000000 Penalty: 4706.972656
	Iteration 16Q: 3 clusters Score -1383371 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1383395.125000 Penalty: 4706.972656
	Iteration 17Q: 3 clusters Score -1383395 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1383412.250000 Penalty: 4706.972656
	Iteration 18Q: 3 clusters Score -1383412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1383419.750000 Penalty: 4706.972656
	Iteration 19Q: 3 clusters Score -1383420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1383435.875000 Penalty: 4706.972656
	Iteration 20F: 3 clusters Score -1383436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1383445.875000 Penalty: 4706.972656
	Iteration 21Q: 3 clusters Score -1383446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1383458.500000 Penalty: 4706.972656
	Iteration 22Q: 3 clusters Score -1383458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1383466.000000 Penalty: 4706.972656
	Iteration 23Q: 3 clusters Score -1383466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1383475.125000 Penalty: 4706.972656
	Iteration 24Q: 3 clusters Score -1383475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1383492.125000 Penalty: 4706.972656
	Iteration 25Q: 3 clusters Score -1383492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1383504.500000 Penalty: 4706.972656
	Iteration 26Q: 3 clusters Score -1383504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1383524.750000 Penalty: 4706.972656
	Iteration 27Q: 3 clusters Score -1383525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1383535.000000 Penalty: 4706.972656
	Iteration 28Q: 3 clusters Score -1383535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1383556.875000 Penalty: 4706.972656
	Iteration 29Q: 3 clusters Score -1383557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1383576.250000 Penalty: 4706.972656
	Iteration 30Q: 3 clusters Score -1383576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1383597.625000 Penalty: 4706.972656
	Iteration 31Q: 3 clusters Score -1383598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1383621.000000 Penalty: 4706.972656
	Iteration 32Q: 3 clusters Score -1383621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1383645.000000 Penalty: 4706.972656
	Iteration 33Q: 3 clusters Score -1383645 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1383675.375000 Penalty: 4706.972656
	Iteration 34Q: 3 clusters Score -1383675 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1383696.500000 Penalty: 4706.972656
	Iteration 35Q: 3 clusters Score -1383696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1383714.000000 Penalty: 4706.972656
	Iteration 36Q: 3 clusters Score -1383714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1383732.750000 Penalty: 4706.972656
	Iteration 37Q: 3 clusters Score -1383733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1383750.500000 Penalty: 4706.972656
	Iteration 38Q: 3 clusters Score -1383750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1383764.125000 Penalty: 4706.972656
	Iteration 39Q: 3 clusters Score -1383764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1383785.000000 Penalty: 4706.972656
	Iteration 40F: 3 clusters Score -1383785 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1383810.250000 Penalty: 4706.972656
	Iteration 41Q: 3 clusters Score -1383810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1383831.375000 Penalty: 4706.972656
	Iteration 42Q: 3 clusters Score -1383831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1383850.500000 Penalty: 4706.972656
	Iteration 43Q: 3 clusters Score -1383850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1383871.500000 Penalty: 4706.972656
	Iteration 44Q: 3 clusters Score -1383872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1383890.250000 Penalty: 4706.972656
	Iteration 45Q: 3 clusters Score -1383890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1383909.625000 Penalty: 4706.972656
	Iteration 46Q: 3 clusters Score -1383910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1383931.250000 Penalty: 4706.972656
	Iteration 47Q: 3 clusters Score -1383931 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1383951.250000 Penalty: 4706.972656
	Iteration 48Q: 3 clusters Score -1383951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1383968.625000 Penalty: 4706.972656
	Iteration 49Q: 3 clusters Score -1383969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1383988.875000 Penalty: 4706.972656
	Iteration 50Q: 3 clusters Score -1383989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1384020.125000 Penalty: 4706.972656
	Iteration 51Q: 3 clusters Score -1384020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1384050.250000 Penalty: 4706.972656
	Iteration 52Q: 3 clusters Score -1384050 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1384080.250000 Penalty: 4706.972656
	Iteration 53Q: 3 clusters Score -1384080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1384117.625000 Penalty: 4706.972656
	Iteration 54Q: 3 clusters Score -1384118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1384159.500000 Penalty: 4706.972656
	Iteration 55Q: 3 clusters Score -1384160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1384211.875000 Penalty: 4706.972656
	Iteration 56Q: 3 clusters Score -1384212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1384264.375000 Penalty: 4706.972656
	Iteration 57Q: 3 clusters Score -1384264 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1384316.375000 Penalty: 4706.972656
	Iteration 58Q: 3 clusters Score -1384316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1384368.375000 Penalty: 4706.972656
	Iteration 59Q: 3 clusters Score -1384368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1384417.000000 Penalty: 4706.972656
	Iteration 60F: 3 clusters Score -1384417 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1384475.625000 Penalty: 4706.972656
	Iteration 61Q: 3 clusters Score -1384476 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1384546.625000 Penalty: 4706.972656
	Iteration 62Q: 3 clusters Score -1384547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1384609.125000 Penalty: 4706.972656
	Iteration 63Q: 3 clusters Score -1384609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1384668.500000 Penalty: 4706.972656
	Iteration 64Q: 3 clusters Score -1384668 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1384729.875000 Penalty: 4706.972656
	Iteration 65Q: 3 clusters Score -1384730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1384794.250000 Penalty: 4706.972656
	Iteration 66Q: 3 clusters Score -1384794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1384854.000000 Penalty: 4706.972656
	Iteration 67Q: 3 clusters Score -1384854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1384909.750000 Penalty: 4706.972656
	Iteration 68Q: 3 clusters Score -1384910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1384957.250000 Penalty: 4706.972656
	Iteration 69Q: 3 clusters Score -1384957 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1385000.000000 Penalty: 4706.972656
	Iteration 70Q: 3 clusters Score -1385000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1385039.750000 Penalty: 4706.972656
	Iteration 71Q: 3 clusters Score -1385040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1385079.250000 Penalty: 4706.972656
	Iteration 72Q: 3 clusters Score -1385079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1385116.125000 Penalty: 4706.972656
	Iteration 73Q: 3 clusters Score -1385116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1385149.375000 Penalty: 4706.972656
	Iteration 74Q: 3 clusters Score -1385149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1385164.000000 Penalty: 4706.972656
	Iteration 75Q: 3 clusters Score -1385164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1385175.875000 Penalty: 4706.972656
	Iteration 76Q: 3 clusters Score -1385176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1385189.125000 Penalty: 4706.972656
	Iteration 77Q: 3 clusters Score -1385189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1385199.500000 Penalty: 4706.972656
	Iteration 78Q: 3 clusters Score -1385200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1385203.375000 Penalty: 4706.972656
	Iteration 79Q: 3 clusters Score -1385203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1385211.625000 Penalty: 4706.972656
	Iteration 80F: 3 clusters Score -1385212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1385219.625000 Penalty: 4706.972656
	Iteration 81Q: 3 clusters Score -1385220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1385223.625000 Penalty: 4706.972656
	Iteration 82Q: 3 clusters Score -1385224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1385226.250000 Penalty: 4706.972656
	Iteration 83Q: 3 clusters Score -1385226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1385231.000000 Penalty: 4706.972656
	Iteration 84Q: 3 clusters Score -1385231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1385228.750000 Penalty: 4706.972656
	Iteration 85Q: 3 clusters Score -1385229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1385236.750000 Penalty: 4706.972656
	Iteration 86Q: 3 clusters Score -1385237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1385244.500000 Penalty: 4706.972656
	Iteration 87Q: 3 clusters Score -1385244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1385246.625000 Penalty: 4706.972656
	Iteration 88Q: 3 clusters Score -1385247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1385252.500000 Penalty: 4706.972656
	Iteration 89Q: 3 clusters Score -1385252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1385256.500000 Penalty: 4706.972656
	Iteration 90Q: 3 clusters Score -1385256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1385256.750000 Penalty: 4706.972656
	Iteration 91Q: 3 clusters Score -1385257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1385262.250000 Penalty: 4706.972656
	Iteration 92Q: 3 clusters Score -1385262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1385265.125000 Penalty: 4706.972656
	Iteration 93Q: 3 clusters Score -1385265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1385269.250000 Penalty: 4706.972656
	Iteration 94Q: 3 clusters Score -1385269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1385277.250000 Penalty: 4706.972656
	Iteration 95Q: 3 clusters Score -1385277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1385287.250000 Penalty: 4706.972656
	Iteration 96Q: 3 clusters Score -1385287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1385300.000000 Penalty: 4706.972656
	Iteration 97Q: 3 clusters Score -1385300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1385311.750000 Penalty: 4706.972656
	Iteration 98Q: 3 clusters Score -1385312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1385318.875000 Penalty: 4706.972656
	Iteration 99Q: 3 clusters Score -1385319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1385323.250000 Penalty: 4706.972656
	Iteration 100F: 3 clusters Score -1385323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1385326.500000 Penalty: 4706.972656
	Iteration 101Q: 3 clusters Score -1385326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1385325.250000 Penalty: 4706.972656
	Iteration 102Q: 3 clusters Score -1385325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1385325.500000 Penalty: 4706.972656
	Iteration 103Q: 3 clusters Score -1385326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1385326.875000 Penalty: 4706.972656
	Iteration 104Q: 3 clusters Score -1385327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1385331.125000 Penalty: 4706.972656
	Iteration 105Q: 3 clusters Score -1385331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1385332.000000 Penalty: 4706.972656
	Iteration 106Q: 3 clusters Score -1385332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1385332.125000 Penalty: 4706.972656
	Iteration 107Q: 3 clusters Score -1385332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1385332.125000 Penalty: 4706.972656
	Iteration 108F: 3 clusters Score -1385332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Entering Unmasked Estep 
Score: -1870497.000000 Penalty: 2414.766113
	Iteration 0F: 2 clusters Score -1870497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1858354.875000 Penalty: 4829.532227
	Iteration 0F: 3 clusters Score -1858355 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1862408.625000 Penalty: 4829.532227
	Iteration 1F: 3 clusters Score -1862409 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1863110.125000 Penalty: 4829.532227
	Iteration 2F: 3 clusters Score -1863110 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1864088.500000 Penalty: 4829.532227
	Iteration 3F: 3 clusters Score -1864088 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1865366.250000 Penalty: 4829.532227
	Iteration 4F: 3 clusters Score -1865366 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1866728.250000 Penalty: 4829.532227
	Iteration 5F: 3 clusters Score -1866728 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1868114.125000 Penalty: 4829.532227
	Iteration 6F: 3 clusters Score -1868114 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1869436.000000 Penalty: 4829.532227
	Iteration 7F: 3 clusters Score -1869436 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1870456.500000 Penalty: 4829.532227
	Iteration 8F: 3 clusters Score -1870456 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1871074.875000 Penalty: 4829.532227
	Iteration 9Q: 3 clusters Score -1871075 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1871386.500000 Penalty: 4829.532227
	Iteration 10Q: 3 clusters Score -1871386 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1871486.625000 Penalty: 4829.532227
	Iteration 11Q: 3 clusters Score -1871487 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1871532.750000 Penalty: 4829.532227
	Iteration 12Q: 3 clusters Score -1871533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1871552.625000 Penalty: 4829.532227
	Iteration 13Q: 3 clusters Score -1871553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1871565.625000 Penalty: 4829.532227
	Iteration 14Q: 3 clusters Score -1871566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1871570.500000 Penalty: 4829.532227
	Iteration 15Q: 3 clusters Score -1871570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1871575.625000 Penalty: 4829.532227
	Iteration 16Q: 3 clusters Score -1871576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1871581.250000 Penalty: 4829.532227
	Iteration 17Q: 3 clusters Score -1871581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1871584.625000 Penalty: 4829.532227
	Iteration 18Q: 3 clusters Score -1871585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1871583.750000 Penalty: 4829.532227
	Iteration 19Q: 3 clusters Score -1871584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1871586.500000 Penalty: 4829.532227
	Iteration 20F: 3 clusters Score -1871586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1871585.875000 Penalty: 4829.532227
	Iteration 21Q: 3 clusters Score -1871586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1871587.625000 Penalty: 4829.532227
	Iteration 22Q: 3 clusters Score -1871588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1871586.000000 Penalty: 4829.532227
	Iteration 23Q: 3 clusters Score -1871586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1871588.125000 Penalty: 4829.532227
	Iteration 24Q: 3 clusters Score -1871588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1871587.625000 Penalty: 4829.532227
	Iteration 25Q: 3 clusters Score -1871588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1871587.625000 Penalty: 4829.532227
	Iteration 26F: 3 clusters Score -1871588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 39071 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 11835 members 
Entering Unmasked Estep 
Score: -110900520.000000 Penalty: 133748.875000
Splitting cluster 24 changes total score from -110898688.000000 to -110900520.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (39071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Entering Unmasked Estep 
Score: -4329479.500000 Penalty: 2622.137695
	Iteration 0F: 2 clusters Score -4329480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4302857.500000 Penalty: 5244.275391
	Iteration 0F: 3 clusters Score -4302858 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4313485.500000 Penalty: 5244.275391
	Iteration 1F: 3 clusters Score -4313486 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4315781.000000 Penalty: 5244.275391
	Iteration 2F: 3 clusters Score -4315781 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4319414.500000 Penalty: 5244.275391
	Iteration 3F: 3 clusters Score -4319414 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4323654.500000 Penalty: 5244.275391
	Iteration 4F: 3 clusters Score -4323654 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4326684.000000 Penalty: 5244.275391
	Iteration 5F: 3 clusters Score -4326684 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4328161.500000 Penalty: 5244.275391
	Iteration 6F: 3 clusters Score -4328162 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4328841.500000 Penalty: 5244.275391
	Iteration 7Q: 3 clusters Score -4328842 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4329204.500000 Penalty: 5244.275391
	Iteration 8Q: 3 clusters Score -4329204 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4329394.000000 Penalty: 5244.275391
	Iteration 9Q: 3 clusters Score -4329394 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4329567.000000 Penalty: 5244.275391
	Iteration 10Q: 3 clusters Score -4329567 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4329694.500000 Penalty: 5244.275391
	Iteration 11Q: 3 clusters Score -4329694 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4329809.500000 Penalty: 5244.275391
	Iteration 12Q: 3 clusters Score -4329810 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4329888.000000 Penalty: 5244.275391
	Iteration 13Q: 3 clusters Score -4329888 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4329981.000000 Penalty: 5244.275391
	Iteration 14Q: 3 clusters Score -4329981 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4330035.500000 Penalty: 5244.275391
	Iteration 15Q: 3 clusters Score -4330036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4330118.500000 Penalty: 5244.275391
	Iteration 16Q: 3 clusters Score -4330118 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4330194.500000 Penalty: 5244.275391
	Iteration 17Q: 3 clusters Score -4330194 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -4330284.000000 Penalty: 5244.275391
	Iteration 18Q: 3 clusters Score -4330284 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4330351.000000 Penalty: 5244.275391
	Iteration 19Q: 3 clusters Score -4330351 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4330388.500000 Penalty: 5244.275391
	Iteration 20F: 3 clusters Score -4330388 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4330433.500000 Penalty: 5244.275391
	Iteration 21Q: 3 clusters Score -4330434 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -4330482.000000 Penalty: 5244.275391
	Iteration 22Q: 3 clusters Score -4330482 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4330536.500000 Penalty: 5244.275391
	Iteration 23Q: 3 clusters Score -4330536 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4330572.000000 Penalty: 5244.275391
	Iteration 24Q: 3 clusters Score -4330572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4330607.000000 Penalty: 5244.275391
	Iteration 25Q: 3 clusters Score -4330607 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4330654.500000 Penalty: 5244.275391
	Iteration 26Q: 3 clusters Score -4330654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4330686.000000 Penalty: 5244.275391
	Iteration 27Q: 3 clusters Score -4330686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4330705.500000 Penalty: 5244.275391
	Iteration 28Q: 3 clusters Score -4330706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4330745.500000 Penalty: 5244.275391
	Iteration 29Q: 3 clusters Score -4330746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4330749.500000 Penalty: 5244.275391
	Iteration 30Q: 3 clusters Score -4330750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4330750.500000 Penalty: 5244.275391
	Iteration 31Q: 3 clusters Score -4330750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4330754.000000 Penalty: 5244.275391
	Iteration 32Q: 3 clusters Score -4330754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4330761.000000 Penalty: 5244.275391
	Iteration 33Q: 3 clusters Score -4330761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4330778.500000 Penalty: 5244.275391
	Iteration 34Q: 3 clusters Score -4330778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4330777.000000 Penalty: 5244.275391
	Iteration 35Q: 3 clusters Score -4330777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4330778.500000 Penalty: 5244.275391
	Iteration 36Q: 3 clusters Score -4330778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4330778.000000 Penalty: 5244.275391
	Iteration 37Q: 3 clusters Score -4330778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4330791.000000 Penalty: 5244.275391
	Iteration 38Q: 3 clusters Score -4330791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4330805.000000 Penalty: 5244.275391
	Iteration 39Q: 3 clusters Score -4330805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4330805.500000 Penalty: 5244.275391
	Iteration 40F: 3 clusters Score -4330806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4330802.000000 Penalty: 5244.275391
	Iteration 41Q: 3 clusters Score -4330802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4330803.500000 Penalty: 5244.275391
	Iteration 42Q: 3 clusters Score -4330804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4330808.000000 Penalty: 5244.275391
	Iteration 43Q: 3 clusters Score -4330808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4330805.500000 Penalty: 5244.275391
	Iteration 44Q: 3 clusters Score -4330806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4330802.500000 Penalty: 5244.275391
	Iteration 45Q: 3 clusters Score -4330802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4330797.000000 Penalty: 5244.275391
	Iteration 46Q: 3 clusters Score -4330797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4330802.000000 Penalty: 5244.275391
	Iteration 47Q: 3 clusters Score -4330802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4330794.500000 Penalty: 5244.275391
	Iteration 48Q: 3 clusters Score -4330794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4330798.000000 Penalty: 5244.275391
	Iteration 49Q: 3 clusters Score -4330798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4330793.000000 Penalty: 5244.275391
	Iteration 50Q: 3 clusters Score -4330793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -4330793.500000 Penalty: 5244.275391
	Iteration 51Q: 3 clusters Score -4330794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -4330801.500000 Penalty: 5244.275391
	Iteration 52Q: 3 clusters Score -4330802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -4330808.000000 Penalty: 5244.275391
	Iteration 53Q: 3 clusters Score -4330808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4330815.500000 Penalty: 5244.275391
	Iteration 54Q: 3 clusters Score -4330816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4330814.500000 Penalty: 5244.275391
	Iteration 55Q: 3 clusters Score -4330814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -4330819.000000 Penalty: 5244.275391
	Iteration 56Q: 3 clusters Score -4330819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4330814.000000 Penalty: 5244.275391
	Iteration 57Q: 3 clusters Score -4330814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4330820.000000 Penalty: 5244.275391
	Iteration 58Q: 3 clusters Score -4330820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4330821.500000 Penalty: 5244.275391
	Iteration 59Q: 3 clusters Score -4330822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4330822.500000 Penalty: 5244.275391
	Iteration 60F: 3 clusters Score -4330822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 33265 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 11835 members 
Mstep: Class 40 contains 5806 members 
Entering Unmasked Estep 
Score: -110900816.000000 Penalty: 137178.328125
Splitting cluster 25 changes total score from -110898688.000000 to -110900816.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (15417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Entering Unmasked Estep 
Score: -1765482.000000 Penalty: 2391.520020
	Iteration 0F: 2 clusters Score -1765482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1754432.500000 Penalty: 4783.040039
	Iteration 0F: 3 clusters Score -1754432 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1757897.375000 Penalty: 4783.040039
	Iteration 1F: 3 clusters Score -1757897 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1758212.375000 Penalty: 4783.040039
	Iteration 2F: 3 clusters Score -1758212 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1758453.125000 Penalty: 4783.040039
	Iteration 3Q: 3 clusters Score -1758453 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1758674.625000 Penalty: 4783.040039
	Iteration 4Q: 3 clusters Score -1758675 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1758959.625000 Penalty: 4783.040039
	Iteration 5Q: 3 clusters Score -1758960 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1759351.000000 Penalty: 4783.040039
	Iteration 6Q: 3 clusters Score -1759351 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1759912.750000 Penalty: 4783.040039
	Iteration 7F: 3 clusters Score -1759913 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1760570.250000 Penalty: 4783.040039
	Iteration 8F: 3 clusters Score -1760570 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1761327.000000 Penalty: 4783.040039
	Iteration 9F: 3 clusters Score -1761327 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1762039.250000 Penalty: 4783.040039
	Iteration 10F: 3 clusters Score -1762039 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1762577.875000 Penalty: 4783.040039
	Iteration 11Q: 3 clusters Score -1762578 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1762937.375000 Penalty: 4783.040039
	Iteration 12Q: 3 clusters Score -1762937 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1763165.125000 Penalty: 4783.040039
	Iteration 13Q: 3 clusters Score -1763165 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1763307.375000 Penalty: 4783.040039
	Iteration 14Q: 3 clusters Score -1763307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1763407.125000 Penalty: 4783.040039
	Iteration 15Q: 3 clusters Score -1763407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1763476.500000 Penalty: 4783.040039
	Iteration 16Q: 3 clusters Score -1763476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1763508.125000 Penalty: 4783.040039
	Iteration 17Q: 3 clusters Score -1763508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1763525.375000 Penalty: 4783.040039
	Iteration 18Q: 3 clusters Score -1763525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1763534.875000 Penalty: 4783.040039
	Iteration 19Q: 3 clusters Score -1763535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1763543.750000 Penalty: 4783.040039
	Iteration 20F: 3 clusters Score -1763544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1763549.625000 Penalty: 4783.040039
	Iteration 21Q: 3 clusters Score -1763550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1763553.250000 Penalty: 4783.040039
	Iteration 22Q: 3 clusters Score -1763553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1763557.250000 Penalty: 4783.040039
	Iteration 23Q: 3 clusters Score -1763557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1763562.125000 Penalty: 4783.040039
	Iteration 24Q: 3 clusters Score -1763562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1763560.625000 Penalty: 4783.040039
	Iteration 25Q: 3 clusters Score -1763561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1763563.750000 Penalty: 4783.040039
	Iteration 26Q: 3 clusters Score -1763564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1763564.375000 Penalty: 4783.040039
	Iteration 27Q: 3 clusters Score -1763564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1763566.500000 Penalty: 4783.040039
	Iteration 28Q: 3 clusters Score -1763566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1763565.500000 Penalty: 4783.040039
	Iteration 29Q: 3 clusters Score -1763566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1763566.375000 Penalty: 4783.040039
	Iteration 30Q: 3 clusters Score -1763566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1763570.000000 Penalty: 4783.040039
	Iteration 31Q: 3 clusters Score -1763570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1763569.000000 Penalty: 4783.040039
	Iteration 32Q: 3 clusters Score -1763569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1763571.625000 Penalty: 4783.040039
	Iteration 33Q: 3 clusters Score -1763572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1763571.000000 Penalty: 4783.040039
	Iteration 34Q: 3 clusters Score -1763571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1763570.125000 Penalty: 4783.040039
	Iteration 35Q: 3 clusters Score -1763570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1763570.625000 Penalty: 4783.040039
	Iteration 36Q: 3 clusters Score -1763571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1763570.625000 Penalty: 4783.040039
	Iteration 37F: 3 clusters Score -1763571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -49321.117188 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -49321.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47840.187500 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -47840.19 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48216.214844 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -48216.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48527.496094 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -48527.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48771.257812 Penalty: 3156.916504
	Iteration 3F: 3 clusters Score -48771.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48977.527344 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -48977.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49115.605469 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -49115.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49193.113281 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -49193.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49217.617188 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -49217.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49244.167969 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -49244.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49278.929688 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -49278.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49330.683594 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -49330.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49352.871094 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -49352.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49379.878906 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -49379.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49396.117188 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -49396.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49409.882812 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -49409.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49432.011719 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -49432.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49446.238281 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -49446.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49471.941406 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -49471.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49487.074219 Penalty: 3156.916504
	Iteration 18Q: 3 clusters Score -49487.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49498.492188 Penalty: 3156.916504
	Iteration 19Q: 3 clusters Score -49498.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49507.398438 Penalty: 3156.916504
	Iteration 20F: 3 clusters Score -49507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49508.519531 Penalty: 3156.916504
	Iteration 21Q: 3 clusters Score -49508.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49508.519531 Penalty: 3156.916504
	Iteration 22F: 3 clusters Score -49508.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 33265 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 11835 members 
Mstep: Class 40 contains 5806 members 
Mstep: Class 41 contains 289 members 
Entering Unmasked Estep 
Score: -110899344.000000 Penalty: 140607.781250
Splitting cluster 27 changes total score from -110898688.000000 to -110899344.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -52921.894531 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -52921.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51387.847656 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -51387.85 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51660.250000 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -51660.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51787.324219 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -51787.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51852.160156 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -51852.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51895.871094 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -51895.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51923.812500 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -51923.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51942.937500 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -51942.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51957.191406 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -51957.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51978.378906 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -51978.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51993.832031 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -51993.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51998.332031 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -51998.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52001.523438 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -52001.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52006.722656 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -52006.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52006.722656 Penalty: 3106.645508
	Iteration 13F: 3 clusters Score -52006.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Entering Unmasked Estep 
Score: -12323228.000000 Penalty: 2876.149414
	Iteration 0F: 2 clusters Score -1.232323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -12250479.000000 Penalty: 5752.298828
	Iteration 0F: 3 clusters Score -1.225048e+07 nChanged 51553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -12279740.000000 Penalty: 5752.298828
	Iteration 1F: 3 clusters Score -1.227974e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -12280291.000000 Penalty: 5752.298828
	Iteration 2Q: 3 clusters Score -1.228029e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -12280966.000000 Penalty: 5752.298828
	Iteration 3Q: 3 clusters Score -1.228097e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -12281545.000000 Penalty: 5752.298828
	Iteration 4Q: 3 clusters Score -1.228154e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -12281988.000000 Penalty: 5752.298828
	Iteration 5Q: 3 clusters Score -1.228199e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -12282488.000000 Penalty: 5752.298828
	Iteration 6Q: 3 clusters Score -1.228249e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -12283063.000000 Penalty: 5752.298828
	Iteration 7Q: 3 clusters Score -1.228306e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -12283778.000000 Penalty: 5752.298828
	Iteration 8Q: 3 clusters Score -1.228378e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -12284796.000000 Penalty: 5752.298828
	Iteration 9Q: 3 clusters Score -1.22848e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -12286451.000000 Penalty: 5752.298828
	Iteration 10Q: 3 clusters Score -1.228645e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -12288910.000000 Penalty: 5752.298828
	Iteration 11Q: 3 clusters Score -1.228891e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -12292882.000000 Penalty: 5752.298828
	Iteration 12F: 3 clusters Score -1.229288e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -12297664.000000 Penalty: 5752.298828
	Iteration 13F: 3 clusters Score -1.229766e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -12302792.000000 Penalty: 5752.298828
	Iteration 14F: 3 clusters Score -1.230279e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -12307180.000000 Penalty: 5752.298828
	Iteration 15F: 3 clusters Score -1.230718e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -12310956.000000 Penalty: 5752.298828
	Iteration 16Q: 3 clusters Score -1.231096e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -12314141.000000 Penalty: 5752.298828
	Iteration 17Q: 3 clusters Score -1.231414e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -12316586.000000 Penalty: 5752.298828
	Iteration 18Q: 3 clusters Score -1.231659e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -12318420.000000 Penalty: 5752.298828
	Iteration 19Q: 3 clusters Score -1.231842e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 107333 members 
Entering Unmasked Estep 
Score: -12319531.000000 Penalty: 5752.298828
	Iteration 20F: 3 clusters Score -1.231953e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -12320070.000000 Penalty: 5752.298828
	Iteration 21Q: 3 clusters Score -1.232007e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -12320318.000000 Penalty: 5752.298828
	Iteration 22Q: 3 clusters Score -1.232032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -12320474.000000 Penalty: 5752.298828
	Iteration 23Q: 3 clusters Score -1.232047e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -12320552.000000 Penalty: 5752.298828
	Iteration 24Q: 3 clusters Score -1.232055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -12320596.000000 Penalty: 5752.298828
	Iteration 25Q: 3 clusters Score -1.23206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -12320610.000000 Penalty: 5752.298828
	Iteration 26Q: 3 clusters Score -1.232061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -12320625.000000 Penalty: 5752.298828
	Iteration 27Q: 3 clusters Score -1.232062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -12320649.000000 Penalty: 5752.298828
	Iteration 28Q: 3 clusters Score -1.232065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -12320659.000000 Penalty: 5752.298828
	Iteration 29Q: 3 clusters Score -1.232066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 108554 members 
Entering Unmasked Estep 
Score: -12320667.000000 Penalty: 5752.298828
	Iteration 30Q: 3 clusters Score -1.232067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -12320672.000000 Penalty: 5752.298828
	Iteration 31Q: 3 clusters Score -1.232067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -12320673.000000 Penalty: 5752.298828
	Iteration 32Q: 3 clusters Score -1.232067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -12320676.000000 Penalty: 5752.298828
	Iteration 33Q: 3 clusters Score -1.232068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -12320678.000000 Penalty: 5752.298828
	Iteration 34Q: 3 clusters Score -1.232068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -12320681.000000 Penalty: 5752.298828
	Iteration 35Q: 3 clusters Score -1.232068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -12320677.000000 Penalty: 5752.298828
	Iteration 36Q: 3 clusters Score -1.232068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -12320677.000000 Penalty: 5752.298828
	Iteration 37F: 3 clusters Score -1.232068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129661.750000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127573.210938 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127573.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127849.453125 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127849.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127926.796875 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -127926.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127972.687500 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -127972.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128002.562500 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -128002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128025.765625 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128043.429688 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128043.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128052.960938 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128064.476562 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128073.632812 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128077.773438 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -128077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128082.078125 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -128082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128084.289062 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -128084.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128084.289062 Penalty: 3509.601318
	Iteration 13F: 3 clusters Score -128084.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -1962194.375000 Penalty: 2424.629883
	Iteration 0F: 2 clusters Score -1962194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1949651.125000 Penalty: 4849.259766
	Iteration 0F: 3 clusters Score -1949651 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1953853.125000 Penalty: 4849.259766
	Iteration 1F: 3 clusters Score -1953853 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1954419.250000 Penalty: 4849.259766
	Iteration 2F: 3 clusters Score -1954419 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1955204.375000 Penalty: 4849.259766
	Iteration 3F: 3 clusters Score -1955204 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1956424.875000 Penalty: 4849.259766
	Iteration 4F: 3 clusters Score -1956425 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1958002.250000 Penalty: 4849.259766
	Iteration 5F: 3 clusters Score -1958002 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1959440.500000 Penalty: 4849.259766
	Iteration 6F: 3 clusters Score -1959440 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1960464.375000 Penalty: 4849.259766
	Iteration 7F: 3 clusters Score -1960464 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1961116.875000 Penalty: 4849.259766
	Iteration 8Q: 3 clusters Score -1961117 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1961493.750000 Penalty: 4849.259766
	Iteration 9Q: 3 clusters Score -1961494 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1961761.875000 Penalty: 4849.259766
	Iteration 10Q: 3 clusters Score -1961762 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1961958.375000 Penalty: 4849.259766
	Iteration 11Q: 3 clusters Score -1961958 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1962081.125000 Penalty: 4849.259766
	Iteration 12Q: 3 clusters Score -1962081 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1962183.500000 Penalty: 4849.259766
	Iteration 13Q: 3 clusters Score -1962184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1962254.375000 Penalty: 4849.259766
	Iteration 14Q: 3 clusters Score -1962254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1962298.250000 Penalty: 4849.259766
	Iteration 15Q: 3 clusters Score -1962298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1962323.000000 Penalty: 4849.259766
	Iteration 16Q: 3 clusters Score -1962323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1962336.250000 Penalty: 4849.259766
	Iteration 17Q: 3 clusters Score -1962336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1962348.625000 Penalty: 4849.259766
	Iteration 18Q: 3 clusters Score -1962349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1962357.000000 Penalty: 4849.259766
	Iteration 19Q: 3 clusters Score -1962357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1962360.750000 Penalty: 4849.259766
	Iteration 20F: 3 clusters Score -1962361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1962361.125000 Penalty: 4849.259766
	Iteration 21Q: 3 clusters Score -1962361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1962366.500000 Penalty: 4849.259766
	Iteration 22Q: 3 clusters Score -1962366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1962366.250000 Penalty: 4849.259766
	Iteration 23Q: 3 clusters Score -1962366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1962366.250000 Penalty: 4849.259766
	Iteration 24Q: 3 clusters Score -1962366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1962369.750000 Penalty: 4849.259766
	Iteration 25Q: 3 clusters Score -1962370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1962366.250000 Penalty: 4849.259766
	Iteration 26Q: 3 clusters Score -1962366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1962368.000000 Penalty: 4849.259766
	Iteration 27Q: 3 clusters Score -1962368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1962367.375000 Penalty: 4849.259766
	Iteration 28Q: 3 clusters Score -1962367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1962367.625000 Penalty: 4849.259766
	Iteration 29Q: 3 clusters Score -1962368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1962366.875000 Penalty: 4849.259766
	Iteration 30Q: 3 clusters Score -1962367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1962366.875000 Penalty: 4849.259766
	Iteration 31F: 3 clusters Score -1962367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 33265 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 4408 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 28530 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 11835 members 
Mstep: Class 40 contains 5806 members 
Mstep: Class 41 contains 289 members 
Mstep: Class 42 contains 13211 members 
Entering Unmasked Estep 
Score: -110898160.000000 Penalty: 144037.250000
Splitting cluster 31 changes total score from -110898688.000000 to -110898160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -588512.187500 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -588512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -583457.625000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -583457.6 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -585145.750000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -585145.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -585678.812500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -585678.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -586044.250000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -586044.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -586330.687500 Penalty: 4308.636719
	Iteration 4F: 3 clusters Score -586330.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -586602.000000 Penalty: 4308.636719
	Iteration 5F: 3 clusters Score -586602 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -586823.562500 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -586823.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -587013.125000 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -587013.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -587156.000000 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -587156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -587240.312500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -587240.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -587288.875000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -587288.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -587313.750000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -587313.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -587340.500000 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -587340.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -587356.875000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -587356.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -587375.125000 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -587375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -587389.562500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -587389.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -587406.187500 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -587406.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -587427.687500 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -587427.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -587450.062500 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -587450.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -587471.562500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -587471.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -587486.500000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -587486.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -587502.875000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -587502.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -587514.125000 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -587514.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -587525.000000 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -587525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -587534.625000 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -587534.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -587549.500000 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -587549.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -587561.125000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -587561.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -587569.250000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -587569.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -587575.312500 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -587575.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -587580.437500 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -587580.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -587584.625000 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -587584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -587593.875000 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -587593.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -587600.625000 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -587600.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -587607.187500 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -587607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -587615.875000 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -587615.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -587623.687500 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -587623.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -587629.625000 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -587629.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -587636.062500 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -587636.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -587640.750000 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -587640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -587648.125000 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -587648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -587655.625000 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -587655.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -587660.687500 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -587660.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -587674.062500 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -587674.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -587682.687500 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -587682.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -587695.625000 Penalty: 4308.636719
	Iteration 44Q: 3 clusters Score -587695.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -587701.375000 Penalty: 4308.636719
	Iteration 45Q: 3 clusters Score -587701.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -587708.312500 Penalty: 4308.636719
	Iteration 46Q: 3 clusters Score -587708.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -587712.437500 Penalty: 4308.636719
	Iteration 47Q: 3 clusters Score -587712.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -587715.125000 Penalty: 4308.636719
	Iteration 48Q: 3 clusters Score -587715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -587718.500000 Penalty: 4308.636719
	Iteration 49Q: 3 clusters Score -587718.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -587721.062500 Penalty: 4308.636719
	Iteration 50Q: 3 clusters Score -587721.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -587725.937500 Penalty: 4308.636719
	Iteration 51Q: 3 clusters Score -587725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -587731.875000 Penalty: 4308.636719
	Iteration 52Q: 3 clusters Score -587731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -587735.875000 Penalty: 4308.636719
	Iteration 53Q: 3 clusters Score -587735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -587739.437500 Penalty: 4308.636719
	Iteration 54Q: 3 clusters Score -587739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -587740.750000 Penalty: 4308.636719
	Iteration 55Q: 3 clusters Score -587740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -587744.687500 Penalty: 4308.636719
	Iteration 56Q: 3 clusters Score -587744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -587746.062500 Penalty: 4308.636719
	Iteration 57Q: 3 clusters Score -587746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -587746.250000 Penalty: 4308.636719
	Iteration 58Q: 3 clusters Score -587746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -587747.000000 Penalty: 4308.636719
	Iteration 59Q: 3 clusters Score -587747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -587747.000000 Penalty: 4308.636719
	Iteration 60F: 3 clusters Score -587747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (348920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348920 members 
Entering Unmasked Estep 
Score: -39248828.000000 Penalty: 3165.124268
	Iteration 0F: 2 clusters Score -3.924883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175006 members 
Mstep: Class 2 contains 173914 members 
Entering Unmasked Estep 
Score: -39054008.000000 Penalty: 6330.248535
	Iteration 0F: 3 clusters Score -3.905401e+07 nChanged 169628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191238 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -39156796.000000 Penalty: 6330.248535
	Iteration 1F: 3 clusters Score -3.91568e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202051 members 
Mstep: Class 2 contains 146869 members 
Entering Unmasked Estep 
Score: -39160868.000000 Penalty: 6330.248535
	Iteration 2Q: 3 clusters Score -3.916087e+07 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218430 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -39168708.000000 Penalty: 6330.248535
	Iteration 3Q: 3 clusters Score -3.916871e+07 nChanged 24065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242095 members 
Mstep: Class 2 contains 106825 members 
Entering Unmasked Estep 
Score: -39183912.000000 Penalty: 6330.248535
	Iteration 4F: 3 clusters Score -3.918391e+07 nChanged 31131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273144 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -39209112.000000 Penalty: 6330.248535
	Iteration 5F: 3 clusters Score -3.920911e+07 nChanged 33176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306316 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -39233528.000000 Penalty: 6330.248535
	Iteration 6F: 3 clusters Score -3.923353e+07 nChanged 25691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332007 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -39242256.000000 Penalty: 6330.248535
	Iteration 7F: 3 clusters Score -3.924226e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343843 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -39244124.000000 Penalty: 6330.248535
	Iteration 8Q: 3 clusters Score -3.924412e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347554 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -39245312.000000 Penalty: 6330.248535
	Iteration 9Q: 3 clusters Score -3.924531e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348431 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39245700.000000 Penalty: 6330.248535
	Iteration 10Q: 3 clusters Score -3.92457e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348621 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39245816.000000 Penalty: 6330.248535
	Iteration 11Q: 3 clusters Score -3.924582e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348675 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39245892.000000 Penalty: 6330.248535
	Iteration 12Q: 3 clusters Score -3.924589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348698 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39245920.000000 Penalty: 6330.248535
	Iteration 13Q: 3 clusters Score -3.924592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348708 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39245976.000000 Penalty: 6330.248535
	Iteration 14Q: 3 clusters Score -3.924598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348710 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39245988.000000 Penalty: 6330.248535
	Iteration 15Q: 3 clusters Score -3.924599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348713 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39245976.000000 Penalty: 6330.248535
	Iteration 16Q: 3 clusters Score -3.924598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348712 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39246028.000000 Penalty: 6330.248535
	Iteration 17Q: 3 clusters Score -3.924603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348715 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39246032.000000 Penalty: 6330.248535
	Iteration 18Q: 3 clusters Score -3.924603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348715 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39246032.000000 Penalty: 6330.248535
	Iteration 19Q: 3 clusters Score -3.924603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348716 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39246032.000000 Penalty: 6330.248535
	Iteration 20F: 3 clusters Score -3.924603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 44425 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29388 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 33265 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108812 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 17619 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 348920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901664.000000 Penalty: 140607.781250
Iteration 79Q: 42 clusters Score -1.109017e+08 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 66799 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 25142 members 
Mstep: Class 9 contains 44463 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 105477 members 
Mstep: Class 13 contains 50048 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 29430 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 18 contains 23704 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 4366 members 
Mstep: Class 23 contains 13310 members 
Mstep: Class 24 contains 5120 members 
Mstep: Class 25 contains 33255 members 
Mstep: Class 26 contains 15419 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 108767 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 17979 members 
Mstep: Class 32 contains 6189 members 
Mstep: Class 33 contains 348250 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 28084 members 
Mstep: Class 37 contains 4495 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 11569 members 
Mstep: Class 40 contains 5756 members 
Mstep: Class 41 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110904504.000000 Penalty: 140607.781250
Iteration 80F: 42 clusters Score -1.109045e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 66999 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 6801 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25088 members 
Mstep: Class 9 contains 44126 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 105166 members 
Mstep: Class 13 contains 49843 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 29301 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 23637 members 
Mstep: Class 19 contains 10475 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 4368 members 
Mstep: Class 23 contains 13308 members 
Mstep: Class 24 contains 5113 members 
Mstep: Class 25 contains 33150 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108750 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18152 members 
Mstep: Class 32 contains 6011 members 
Mstep: Class 33 contains 347477 members 
Mstep: Class 34 contains 1604 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 28988 members 
Mstep: Class 37 contains 4612 members 
Mstep: Class 38 contains 565 members 
Mstep: Class 39 contains 11804 members 
Mstep: Class 40 contains 6013 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110906360.000000 Penalty: 140607.781250
Iteration 81Q: 42 clusters Score -1.109064e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 67138 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 6795 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 25035 members 
Mstep: Class 9 contains 43872 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 104937 members 
Mstep: Class 13 contains 49687 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 29162 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 23603 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 6016 members 
Mstep: Class 21 contains 318 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 13316 members 
Mstep: Class 24 contains 5120 members 
Mstep: Class 25 contains 33134 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108754 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18264 members 
Mstep: Class 32 contains 5979 members 
Mstep: Class 33 contains 346991 members 
Mstep: Class 34 contains 1698 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 29617 members 
Mstep: Class 37 contains 4657 members 
Mstep: Class 38 contains 566 members 
Mstep: Class 39 contains 11931 members 
Mstep: Class 40 contains 6105 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110906944.000000 Penalty: 140607.781250
Iteration 82Q: 42 clusters Score -1.109069e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 67253 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 25000 members 
Mstep: Class 9 contains 43659 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 104816 members 
Mstep: Class 13 contains 49574 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 29025 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 23564 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 331 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13309 members 
Mstep: Class 24 contains 5128 members 
Mstep: Class 25 contains 33131 members 
Mstep: Class 26 contains 15380 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108759 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18373 members 
Mstep: Class 32 contains 5977 members 
Mstep: Class 33 contains 346640 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 30052 members 
Mstep: Class 37 contains 4682 members 
Mstep: Class 38 contains 565 members 
Mstep: Class 39 contains 12015 members 
Mstep: Class 40 contains 6159 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907216.000000 Penalty: 140607.781250
Iteration 83Q: 42 clusters Score -1.109072e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 67333 members 
Mstep: Class 3 contains 991 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 24955 members 
Mstep: Class 9 contains 43480 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 104717 members 
Mstep: Class 13 contains 49475 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28897 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 23546 members 
Mstep: Class 19 contains 10201 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 13309 members 
Mstep: Class 24 contains 5132 members 
Mstep: Class 25 contains 33126 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108770 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18475 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 346389 members 
Mstep: Class 34 contains 1843 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 30360 members 
Mstep: Class 37 contains 4707 members 
Mstep: Class 38 contains 564 members 
Mstep: Class 39 contains 12098 members 
Mstep: Class 40 contains 6203 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907688.000000 Penalty: 140607.781250
Iteration 84Q: 42 clusters Score -1.109077e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 67420 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24915 members 
Mstep: Class 9 contains 43313 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1300 members 
Mstep: Class 12 contains 104674 members 
Mstep: Class 13 contains 49397 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28771 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 23514 members 
Mstep: Class 19 contains 10130 members 
Mstep: Class 20 contains 6098 members 
Mstep: Class 21 contains 341 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 13306 members 
Mstep: Class 24 contains 5138 members 
Mstep: Class 25 contains 33126 members 
Mstep: Class 26 contains 15380 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108783 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18554 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 346168 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 30578 members 
Mstep: Class 37 contains 4735 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 12168 members 
Mstep: Class 40 contains 6236 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907800.000000 Penalty: 140607.781250
Iteration 85Q: 42 clusters Score -1.109078e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 67498 members 
Mstep: Class 3 contains 986 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24889 members 
Mstep: Class 9 contains 43181 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 104641 members 
Mstep: Class 13 contains 49329 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28644 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 23488 members 
Mstep: Class 19 contains 10071 members 
Mstep: Class 20 contains 6124 members 
Mstep: Class 21 contains 344 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13299 members 
Mstep: Class 24 contains 5146 members 
Mstep: Class 25 contains 33114 members 
Mstep: Class 26 contains 15375 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108814 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18632 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 345985 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 30748 members 
Mstep: Class 37 contains 4759 members 
Mstep: Class 38 contains 562 members 
Mstep: Class 39 contains 12216 members 
Mstep: Class 40 contains 6263 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908080.000000 Penalty: 140607.781250
Iteration 86Q: 42 clusters Score -1.109081e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 67570 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24863 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1354 members 
Mstep: Class 12 contains 104621 members 
Mstep: Class 13 contains 49276 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28548 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 23458 members 
Mstep: Class 19 contains 10017 members 
Mstep: Class 20 contains 6149 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 13290 members 
Mstep: Class 24 contains 5146 members 
Mstep: Class 25 contains 33074 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108836 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18708 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 345832 members 
Mstep: Class 34 contains 2069 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 4781 members 
Mstep: Class 38 contains 561 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 6288 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908528.000000 Penalty: 140607.781250
Iteration 87Q: 42 clusters Score -1.109085e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 67668 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24848 members 
Mstep: Class 9 contains 43000 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1388 members 
Mstep: Class 12 contains 104603 members 
Mstep: Class 13 contains 49222 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28466 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 23428 members 
Mstep: Class 19 contains 9973 members 
Mstep: Class 20 contains 6171 members 
Mstep: Class 21 contains 349 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 13284 members 
Mstep: Class 24 contains 5150 members 
Mstep: Class 25 contains 33055 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108852 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18742 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 345702 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 30979 members 
Mstep: Class 37 contains 4803 members 
Mstep: Class 38 contains 560 members 
Mstep: Class 39 contains 12293 members 
Mstep: Class 40 contains 6305 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908816.000000 Penalty: 140607.781250
Iteration 88Q: 42 clusters Score -1.109088e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 67764 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24835 members 
Mstep: Class 9 contains 42928 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 104591 members 
Mstep: Class 13 contains 49172 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 23415 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 6186 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13277 members 
Mstep: Class 24 contains 5152 members 
Mstep: Class 25 contains 33043 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108860 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18768 members 
Mstep: Class 32 contains 5961 members 
Mstep: Class 33 contains 345584 members 
Mstep: Class 34 contains 2193 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 31078 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 559 members 
Mstep: Class 39 contains 12334 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908712.000000 Penalty: 140607.781250
Iteration 89Q: 42 clusters Score -1.109087e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 67861 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24817 members 
Mstep: Class 9 contains 42869 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 104575 members 
Mstep: Class 13 contains 49124 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28280 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 23400 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 6212 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13275 members 
Mstep: Class 24 contains 5157 members 
Mstep: Class 25 contains 33038 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108861 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18822 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 345471 members 
Mstep: Class 34 contains 2255 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 31146 members 
Mstep: Class 37 contains 4856 members 
Mstep: Class 38 contains 556 members 
Mstep: Class 39 contains 12359 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908712.000000 Penalty: 140607.781250
Iteration 90Q: 42 clusters Score -1.109087e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24809 members 
Mstep: Class 9 contains 42799 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 104561 members 
Mstep: Class 13 contains 49092 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28211 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 23369 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 13270 members 
Mstep: Class 24 contains 5158 members 
Mstep: Class 25 contains 33034 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108863 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18856 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 345382 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31212 members 
Mstep: Class 37 contains 4876 members 
Mstep: Class 38 contains 552 members 
Mstep: Class 39 contains 12380 members 
Mstep: Class 40 contains 6332 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908808.000000 Penalty: 140607.781250
Iteration 91Q: 42 clusters Score -1.109088e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 68009 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24802 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1419 members 
Mstep: Class 12 contains 104587 members 
Mstep: Class 13 contains 49068 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28144 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 23350 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 6262 members 
Mstep: Class 21 contains 365 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 13269 members 
Mstep: Class 24 contains 5161 members 
Mstep: Class 25 contains 33028 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108873 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18878 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 345255 members 
Mstep: Class 34 contains 2346 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31251 members 
Mstep: Class 37 contains 4894 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 12390 members 
Mstep: Class 40 contains 6336 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908928.000000 Penalty: 140607.781250
Iteration 92Q: 42 clusters Score -1.109089e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 68085 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24801 members 
Mstep: Class 9 contains 42701 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 104583 members 
Mstep: Class 13 contains 49049 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28088 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 23330 members 
Mstep: Class 19 contains 9792 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 371 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 13271 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 33025 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108884 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18885 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 345178 members 
Mstep: Class 34 contains 2379 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31279 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 538 members 
Mstep: Class 39 contains 12398 members 
Mstep: Class 40 contains 6338 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908840.000000 Penalty: 140607.781250
Iteration 93Q: 42 clusters Score -1.109088e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 68174 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24794 members 
Mstep: Class 9 contains 42668 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 104589 members 
Mstep: Class 13 contains 49034 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28043 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 23308 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 13274 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 33024 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108890 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 345072 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31309 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 535 members 
Mstep: Class 39 contains 12405 members 
Mstep: Class 40 contains 6337 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909048.000000 Penalty: 140607.781250
Iteration 94Q: 42 clusters Score -1.10909e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 68231 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6768 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24789 members 
Mstep: Class 9 contains 42648 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 104607 members 
Mstep: Class 13 contains 49010 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 28002 members 
Mstep: Class 17 contains 4298 members 
Mstep: Class 18 contains 23283 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 4439 members 
Mstep: Class 23 contains 13274 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 33020 members 
Mstep: Class 26 contains 15366 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108891 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18925 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 344970 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31330 members 
Mstep: Class 37 contains 4931 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12409 members 
Mstep: Class 40 contains 6339 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909032.000000 Penalty: 140607.781250
Iteration 95Q: 42 clusters Score -1.10909e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 68280 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24782 members 
Mstep: Class 9 contains 42615 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 104621 members 
Mstep: Class 13 contains 48993 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27965 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 23267 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13278 members 
Mstep: Class 24 contains 5161 members 
Mstep: Class 25 contains 33015 members 
Mstep: Class 26 contains 15366 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108898 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18947 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 344890 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31348 members 
Mstep: Class 37 contains 4936 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12415 members 
Mstep: Class 40 contains 6341 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908920.000000 Penalty: 140607.781250
Iteration 96Q: 42 clusters Score -1.109089e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 68324 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24775 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 104629 members 
Mstep: Class 13 contains 48985 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27940 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 18 contains 23244 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 13275 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 33008 members 
Mstep: Class 26 contains 15365 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108903 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18973 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 344820 members 
Mstep: Class 34 contains 2467 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31365 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12420 members 
Mstep: Class 40 contains 6343 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909032.000000 Penalty: 140607.781250
Iteration 97Q: 42 clusters Score -1.10909e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 68353 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6763 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24774 members 
Mstep: Class 9 contains 42560 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 104632 members 
Mstep: Class 13 contains 48977 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 18 contains 23227 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 13272 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33004 members 
Mstep: Class 26 contains 15367 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108909 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18978 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 344790 members 
Mstep: Class 34 contains 2482 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31381 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12421 members 
Mstep: Class 40 contains 6345 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909040.000000 Penalty: 140607.781250
Iteration 98Q: 42 clusters Score -1.10909e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 68406 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 42531 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 104628 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27914 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 23211 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15370 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108912 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18997 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 344758 members 
Mstep: Class 34 contains 2497 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31390 members 
Mstep: Class 37 contains 4938 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12426 members 
Mstep: Class 40 contains 6349 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909112.000000 Penalty: 140607.781250
Iteration 99Q: 42 clusters Score -1.109091e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 68450 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24763 members 
Mstep: Class 9 contains 42503 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 104629 members 
Mstep: Class 13 contains 48951 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27900 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 23197 members 
Mstep: Class 19 contains 9723 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13261 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15368 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108912 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19013 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 344727 members 
Mstep: Class 34 contains 2522 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31396 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12429 members 
Mstep: Class 40 contains 6350 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909160.000000 Penalty: 140607.781250
Iteration 100F: 42 clusters Score -1.109092e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 68488 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24763 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 104635 members 
Mstep: Class 13 contains 48943 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27892 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 23180 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 6398 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32996 members 
Mstep: Class 26 contains 15367 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108915 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19019 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 344685 members 
Mstep: Class 34 contains 2543 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31407 members 
Mstep: Class 37 contains 4938 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12432 members 
Mstep: Class 40 contains 6352 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909168.000000 Penalty: 140607.781250
Iteration 101Q: 42 clusters Score -1.109092e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 68516 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24760 members 
Mstep: Class 9 contains 42458 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 104635 members 
Mstep: Class 13 contains 48929 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27886 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 23165 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13256 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32995 members 
Mstep: Class 26 contains 15367 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108920 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19020 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 344665 members 
Mstep: Class 34 contains 2570 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31421 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12435 members 
Mstep: Class 40 contains 6354 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909168.000000 Penalty: 140607.781250
Iteration 102Q: 42 clusters Score -1.109092e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 68547 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24755 members 
Mstep: Class 9 contains 42435 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 104636 members 
Mstep: Class 13 contains 48923 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27880 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 18 contains 23148 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13255 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32995 members 
Mstep: Class 26 contains 15368 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108922 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19020 members 
Mstep: Class 32 contains 5937 members 
Mstep: Class 33 contains 344634 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31434 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12441 members 
Mstep: Class 40 contains 6354 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909336.000000 Penalty: 140607.781250
Iteration 103Q: 42 clusters Score -1.109093e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 68587 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24753 members 
Mstep: Class 9 contains 42409 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 104636 members 
Mstep: Class 13 contains 48910 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27881 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 18 contains 23136 members 
Mstep: Class 19 contains 9691 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32996 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108924 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19017 members 
Mstep: Class 32 contains 5934 members 
Mstep: Class 33 contains 344605 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31445 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12446 members 
Mstep: Class 40 contains 6355 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909256.000000 Penalty: 140607.781250
Iteration 104Q: 42 clusters Score -1.109093e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 68629 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42383 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 104648 members 
Mstep: Class 13 contains 48896 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27881 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 18 contains 23126 members 
Mstep: Class 19 contains 9679 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13256 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32997 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108924 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19018 members 
Mstep: Class 32 contains 5932 members 
Mstep: Class 33 contains 344593 members 
Mstep: Class 34 contains 2618 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31452 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12451 members 
Mstep: Class 40 contains 6357 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909208.000000 Penalty: 140607.781250
Iteration 105Q: 42 clusters Score -1.109092e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 68660 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42365 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 104647 members 
Mstep: Class 13 contains 48883 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27879 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 18 contains 23119 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13255 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32997 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108922 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19019 members 
Mstep: Class 32 contains 5929 members 
Mstep: Class 33 contains 344569 members 
Mstep: Class 34 contains 2626 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31465 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12456 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909344.000000 Penalty: 140607.781250
Iteration 106Q: 42 clusters Score -1.109093e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 68704 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 42355 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 104641 members 
Mstep: Class 13 contains 48872 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27879 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 23110 members 
Mstep: Class 19 contains 9659 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13254 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32997 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108922 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19020 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344538 members 
Mstep: Class 34 contains 2633 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31477 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12460 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909392.000000 Penalty: 140607.781250
Iteration 107Q: 42 clusters Score -1.109094e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 68745 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42342 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 104643 members 
Mstep: Class 13 contains 48866 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27876 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 23105 members 
Mstep: Class 19 contains 9649 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13252 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 5925 members 
Mstep: Class 33 contains 344494 members 
Mstep: Class 34 contains 2642 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31489 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12465 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909376.000000 Penalty: 140607.781250
Iteration 108Q: 42 clusters Score -1.109094e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 68782 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42330 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 104650 members 
Mstep: Class 13 contains 48852 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27873 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 23099 members 
Mstep: Class 19 contains 9634 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13247 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108930 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19020 members 
Mstep: Class 32 contains 5925 members 
Mstep: Class 33 contains 344471 members 
Mstep: Class 34 contains 2646 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31496 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12471 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909192.000000 Penalty: 140607.781250
Iteration 109Q: 42 clusters Score -1.109092e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 68813 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42318 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 104652 members 
Mstep: Class 13 contains 48847 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27872 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 23099 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108929 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19020 members 
Mstep: Class 32 contains 5924 members 
Mstep: Class 33 contains 344434 members 
Mstep: Class 34 contains 2647 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31498 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12476 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909248.000000 Penalty: 140607.781250
Iteration 110Q: 42 clusters Score -1.109092e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 68852 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42310 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 104659 members 
Mstep: Class 13 contains 48844 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27865 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 23095 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13240 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108928 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19024 members 
Mstep: Class 32 contains 5927 members 
Mstep: Class 33 contains 344385 members 
Mstep: Class 34 contains 2649 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31501 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12481 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909288.000000 Penalty: 140607.781250
Iteration 111Q: 42 clusters Score -1.109093e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 68880 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42303 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 104663 members 
Mstep: Class 13 contains 48839 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27864 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 18 contains 23093 members 
Mstep: Class 19 contains 9607 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108928 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19027 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344350 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31503 members 
Mstep: Class 37 contains 4938 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12484 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909328.000000 Penalty: 140607.781250
Iteration 112Q: 42 clusters Score -1.109093e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24738 members 
Mstep: Class 9 contains 42296 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 104664 members 
Mstep: Class 13 contains 48833 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27861 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 23089 members 
Mstep: Class 19 contains 9597 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13237 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15370 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108927 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19030 members 
Mstep: Class 32 contains 5927 members 
Mstep: Class 33 contains 344323 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31512 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12490 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909336.000000 Penalty: 140607.781250
Iteration 113Q: 42 clusters Score -1.109093e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 68934 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 42290 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 104669 members 
Mstep: Class 13 contains 48827 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27859 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 23089 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13233 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15370 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19034 members 
Mstep: Class 32 contains 5927 members 
Mstep: Class 33 contains 344287 members 
Mstep: Class 34 contains 2654 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909288.000000 Penalty: 140607.781250
Iteration 114Q: 42 clusters Score -1.109093e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 68967 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 42286 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 104673 members 
Mstep: Class 13 contains 48817 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27857 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 23089 members 
Mstep: Class 19 contains 9582 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15370 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 5927 members 
Mstep: Class 33 contains 344250 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31530 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12494 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909352.000000 Penalty: 140607.781250
Iteration 115Q: 42 clusters Score -1.109094e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 68991 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42278 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 104677 members 
Mstep: Class 13 contains 48810 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27855 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 23087 members 
Mstep: Class 19 contains 9577 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15370 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108927 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5927 members 
Mstep: Class 33 contains 344219 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31536 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12498 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909384.000000 Penalty: 140607.781250
Iteration 116Q: 42 clusters Score -1.109094e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 69025 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 42272 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 104682 members 
Mstep: Class 13 contains 48805 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27851 members 
Mstep: Class 17 contains 4285 members 
Mstep: Class 18 contains 23083 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 6565 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13226 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108927 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19041 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344183 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31541 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12499 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909480.000000 Penalty: 140607.781250
Iteration 117Q: 42 clusters Score -1.109095e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 69056 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42267 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 12 contains 104682 members 
Mstep: Class 13 contains 48800 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 23082 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 33000 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108927 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344160 members 
Mstep: Class 34 contains 2666 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31537 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12501 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909512.000000 Penalty: 140607.781250
Iteration 118Q: 42 clusters Score -1.109095e+08 nChanged 115
Entering ConstructFrom: 
Score: -110909512.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (18688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Entering Unmasked Estep 
Score: -2160125.500000 Penalty: 2439.238037
	Iteration 0F: 2 clusters Score -2160126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2146933.500000 Penalty: 4878.476074
	Iteration 0F: 3 clusters Score -2146934 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2151332.000000 Penalty: 4878.476074
	Iteration 1F: 3 clusters Score -2151332 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2151695.250000 Penalty: 4878.476074
	Iteration 2F: 3 clusters Score -2151695 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2151978.500000 Penalty: 4878.476074
	Iteration 3Q: 3 clusters Score -2151978 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2152198.000000 Penalty: 4878.476074
	Iteration 4Q: 3 clusters Score -2152198 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2152396.500000 Penalty: 4878.476074
	Iteration 5Q: 3 clusters Score -2152396 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2152578.750000 Penalty: 4878.476074
	Iteration 6Q: 3 clusters Score -2152579 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2152761.500000 Penalty: 4878.476074
	Iteration 7Q: 3 clusters Score -2152762 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2152951.500000 Penalty: 4878.476074
	Iteration 8Q: 3 clusters Score -2152952 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2153178.250000 Penalty: 4878.476074
	Iteration 9Q: 3 clusters Score -2153178 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2153463.750000 Penalty: 4878.476074
	Iteration 10Q: 3 clusters Score -2153464 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2153830.250000 Penalty: 4878.476074
	Iteration 11Q: 3 clusters Score -2153830 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2154231.750000 Penalty: 4878.476074
	Iteration 12Q: 3 clusters Score -2154232 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2154651.500000 Penalty: 4878.476074
	Iteration 13Q: 3 clusters Score -2154652 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2155079.500000 Penalty: 4878.476074
	Iteration 14Q: 3 clusters Score -2155080 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2155422.500000 Penalty: 4878.476074
	Iteration 15Q: 3 clusters Score -2155422 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2155680.750000 Penalty: 4878.476074
	Iteration 16Q: 3 clusters Score -2155681 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2155869.500000 Penalty: 4878.476074
	Iteration 17Q: 3 clusters Score -2155870 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2156018.250000 Penalty: 4878.476074
	Iteration 18Q: 3 clusters Score -2156018 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2156108.500000 Penalty: 4878.476074
	Iteration 19Q: 3 clusters Score -2156108 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2156199.000000 Penalty: 4878.476074
	Iteration 20F: 3 clusters Score -2156199 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2156264.750000 Penalty: 4878.476074
	Iteration 21Q: 3 clusters Score -2156265 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2156344.500000 Penalty: 4878.476074
	Iteration 22Q: 3 clusters Score -2156344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2156417.500000 Penalty: 4878.476074
	Iteration 23Q: 3 clusters Score -2156418 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2156477.500000 Penalty: 4878.476074
	Iteration 24Q: 3 clusters Score -2156478 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2156543.500000 Penalty: 4878.476074
	Iteration 25Q: 3 clusters Score -2156544 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2156596.500000 Penalty: 4878.476074
	Iteration 26Q: 3 clusters Score -2156596 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2156653.000000 Penalty: 4878.476074
	Iteration 27Q: 3 clusters Score -2156653 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2156710.250000 Penalty: 4878.476074
	Iteration 28Q: 3 clusters Score -2156710 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2156786.750000 Penalty: 4878.476074
	Iteration 29Q: 3 clusters Score -2156787 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2156847.750000 Penalty: 4878.476074
	Iteration 30Q: 3 clusters Score -2156848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2156901.250000 Penalty: 4878.476074
	Iteration 31Q: 3 clusters Score -2156901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2156939.250000 Penalty: 4878.476074
	Iteration 32Q: 3 clusters Score -2156939 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2156985.250000 Penalty: 4878.476074
	Iteration 33Q: 3 clusters Score -2156985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2157023.000000 Penalty: 4878.476074
	Iteration 34Q: 3 clusters Score -2157023 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2157066.500000 Penalty: 4878.476074
	Iteration 35Q: 3 clusters Score -2157066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2157099.500000 Penalty: 4878.476074
	Iteration 36Q: 3 clusters Score -2157100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2157125.500000 Penalty: 4878.476074
	Iteration 37Q: 3 clusters Score -2157126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2157157.250000 Penalty: 4878.476074
	Iteration 38Q: 3 clusters Score -2157157 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2157202.500000 Penalty: 4878.476074
	Iteration 39Q: 3 clusters Score -2157202 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2157245.500000 Penalty: 4878.476074
	Iteration 40F: 3 clusters Score -2157246 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2157286.000000 Penalty: 4878.476074
	Iteration 41Q: 3 clusters Score -2157286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2157315.500000 Penalty: 4878.476074
	Iteration 42Q: 3 clusters Score -2157316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2157345.750000 Penalty: 4878.476074
	Iteration 43Q: 3 clusters Score -2157346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2157380.250000 Penalty: 4878.476074
	Iteration 44Q: 3 clusters Score -2157380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2157421.500000 Penalty: 4878.476074
	Iteration 45Q: 3 clusters Score -2157422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2157456.750000 Penalty: 4878.476074
	Iteration 46Q: 3 clusters Score -2157457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2157489.750000 Penalty: 4878.476074
	Iteration 47Q: 3 clusters Score -2157490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2157514.250000 Penalty: 4878.476074
	Iteration 48Q: 3 clusters Score -2157514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2157559.000000 Penalty: 4878.476074
	Iteration 49Q: 3 clusters Score -2157559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2157590.750000 Penalty: 4878.476074
	Iteration 50Q: 3 clusters Score -2157591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2157615.750000 Penalty: 4878.476074
	Iteration 51Q: 3 clusters Score -2157616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2157657.250000 Penalty: 4878.476074
	Iteration 52Q: 3 clusters Score -2157657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2157689.500000 Penalty: 4878.476074
	Iteration 53Q: 3 clusters Score -2157690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2157712.250000 Penalty: 4878.476074
	Iteration 54Q: 3 clusters Score -2157712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2157736.750000 Penalty: 4878.476074
	Iteration 55Q: 3 clusters Score -2157737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2157753.000000 Penalty: 4878.476074
	Iteration 56Q: 3 clusters Score -2157753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2157778.000000 Penalty: 4878.476074
	Iteration 57Q: 3 clusters Score -2157778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2157793.750000 Penalty: 4878.476074
	Iteration 58Q: 3 clusters Score -2157794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2157816.750000 Penalty: 4878.476074
	Iteration 59Q: 3 clusters Score -2157817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2157832.000000 Penalty: 4878.476074
	Iteration 60F: 3 clusters Score -2157832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2157845.250000 Penalty: 4878.476074
	Iteration 61Q: 3 clusters Score -2157845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2157859.750000 Penalty: 4878.476074
	Iteration 62Q: 3 clusters Score -2157860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2157873.250000 Penalty: 4878.476074
	Iteration 63Q: 3 clusters Score -2157873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2157883.000000 Penalty: 4878.476074
	Iteration 64Q: 3 clusters Score -2157883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2157893.250000 Penalty: 4878.476074
	Iteration 65Q: 3 clusters Score -2157893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2157905.750000 Penalty: 4878.476074
	Iteration 66Q: 3 clusters Score -2157906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2157909.500000 Penalty: 4878.476074
	Iteration 67Q: 3 clusters Score -2157910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2157919.250000 Penalty: 4878.476074
	Iteration 68Q: 3 clusters Score -2157919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2157927.250000 Penalty: 4878.476074
	Iteration 69Q: 3 clusters Score -2157927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2157932.750000 Penalty: 4878.476074
	Iteration 70Q: 3 clusters Score -2157933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2157940.000000 Penalty: 4878.476074
	Iteration 71Q: 3 clusters Score -2157940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2157947.750000 Penalty: 4878.476074
	Iteration 72Q: 3 clusters Score -2157948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2157956.250000 Penalty: 4878.476074
	Iteration 73Q: 3 clusters Score -2157956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2157961.500000 Penalty: 4878.476074
	Iteration 74Q: 3 clusters Score -2157962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2157968.750000 Penalty: 4878.476074
	Iteration 75Q: 3 clusters Score -2157969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2157974.250000 Penalty: 4878.476074
	Iteration 76Q: 3 clusters Score -2157974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2157974.250000 Penalty: 4878.476074
	Iteration 77Q: 3 clusters Score -2157974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2157980.000000 Penalty: 4878.476074
	Iteration 78Q: 3 clusters Score -2157980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2157983.250000 Penalty: 4878.476074
	Iteration 79Q: 3 clusters Score -2157983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2157989.000000 Penalty: 4878.476074
	Iteration 80F: 3 clusters Score -2157989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2157993.250000 Penalty: 4878.476074
	Iteration 81Q: 3 clusters Score -2157993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2158000.000000 Penalty: 4878.476074
	Iteration 82Q: 3 clusters Score -2158000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2158006.500000 Penalty: 4878.476074
	Iteration 83Q: 3 clusters Score -2158006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2158011.250000 Penalty: 4878.476074
	Iteration 84Q: 3 clusters Score -2158011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2158017.500000 Penalty: 4878.476074
	Iteration 85Q: 3 clusters Score -2158018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2158015.750000 Penalty: 4878.476074
	Iteration 86Q: 3 clusters Score -2158016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2158021.250000 Penalty: 4878.476074
	Iteration 87Q: 3 clusters Score -2158021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2158022.750000 Penalty: 4878.476074
	Iteration 88Q: 3 clusters Score -2158023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2158027.000000 Penalty: 4878.476074
	Iteration 89Q: 3 clusters Score -2158027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2158027.000000 Penalty: 4878.476074
	Iteration 90Q: 3 clusters Score -2158027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2158028.750000 Penalty: 4878.476074
	Iteration 91Q: 3 clusters Score -2158029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2158034.000000 Penalty: 4878.476074
	Iteration 92Q: 3 clusters Score -2158034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2158037.000000 Penalty: 4878.476074
	Iteration 93Q: 3 clusters Score -2158037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2158037.000000 Penalty: 4878.476074
	Iteration 94F: 3 clusters Score -2158037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Entering Unmasked Estep 
Score: -7700953.500000 Penalty: 2763.494141
	Iteration 0F: 2 clusters Score -7700954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -7654587.000000 Penalty: 5526.988281
	Iteration 0F: 3 clusters Score -7654587 nChanged 32208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -7672665.500000 Penalty: 5526.988281
	Iteration 1F: 3 clusters Score -7672666 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7673234.000000 Penalty: 5526.988281
	Iteration 2Q: 3 clusters Score -7673234 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -7673790.000000 Penalty: 5526.988281
	Iteration 3Q: 3 clusters Score -7673790 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -7674487.500000 Penalty: 5526.988281
	Iteration 4Q: 3 clusters Score -7674488 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -7675467.000000 Penalty: 5526.988281
	Iteration 5Q: 3 clusters Score -7675467 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -7676692.500000 Penalty: 5526.988281
	Iteration 6Q: 3 clusters Score -7676692 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -7678333.000000 Penalty: 5526.988281
	Iteration 7Q: 3 clusters Score -7678333 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7680324.000000 Penalty: 5526.988281
	Iteration 8F: 3 clusters Score -7680324 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -7682423.500000 Penalty: 5526.988281
	Iteration 9F: 3 clusters Score -7682424 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -7684428.500000 Penalty: 5526.988281
	Iteration 10F: 3 clusters Score -7684428 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -7685693.000000 Penalty: 5526.988281
	Iteration 11Q: 3 clusters Score -7685693 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -7686550.000000 Penalty: 5526.988281
	Iteration 12Q: 3 clusters Score -7686550 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -7687047.500000 Penalty: 5526.988281
	Iteration 13Q: 3 clusters Score -7687048 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -7687300.500000 Penalty: 5526.988281
	Iteration 14Q: 3 clusters Score -7687300 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -7687570.000000 Penalty: 5526.988281
	Iteration 15Q: 3 clusters Score -7687570 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -7687779.500000 Penalty: 5526.988281
	Iteration 16Q: 3 clusters Score -7687780 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -7687975.000000 Penalty: 5526.988281
	Iteration 17Q: 3 clusters Score -7687975 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -7688241.500000 Penalty: 5526.988281
	Iteration 18Q: 3 clusters Score -7688242 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -7688515.500000 Penalty: 5526.988281
	Iteration 19Q: 3 clusters Score -7688516 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -7688867.500000 Penalty: 5526.988281
	Iteration 20F: 3 clusters Score -7688868 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -7689346.500000 Penalty: 5526.988281
	Iteration 21Q: 3 clusters Score -7689346 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -7689790.500000 Penalty: 5526.988281
	Iteration 22Q: 3 clusters Score -7689790 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7690261.000000 Penalty: 5526.988281
	Iteration 23Q: 3 clusters Score -7690261 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -7690727.000000 Penalty: 5526.988281
	Iteration 24Q: 3 clusters Score -7690727 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7691236.000000 Penalty: 5526.988281
	Iteration 25Q: 3 clusters Score -7691236 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -7691744.000000 Penalty: 5526.988281
	Iteration 26Q: 3 clusters Score -7691744 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -7692369.500000 Penalty: 5526.988281
	Iteration 27Q: 3 clusters Score -7692370 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -7693061.500000 Penalty: 5526.988281
	Iteration 28Q: 3 clusters Score -7693062 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -7693776.500000 Penalty: 5526.988281
	Iteration 29Q: 3 clusters Score -7693776 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -7694474.000000 Penalty: 5526.988281
	Iteration 30Q: 3 clusters Score -7694474 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -7695157.000000 Penalty: 5526.988281
	Iteration 31Q: 3 clusters Score -7695157 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -7695757.000000 Penalty: 5526.988281
	Iteration 32Q: 3 clusters Score -7695757 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -7696345.000000 Penalty: 5526.988281
	Iteration 33Q: 3 clusters Score -7696345 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -7696751.000000 Penalty: 5526.988281
	Iteration 34Q: 3 clusters Score -7696751 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -7697074.000000 Penalty: 5526.988281
	Iteration 35Q: 3 clusters Score -7697074 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -7697259.500000 Penalty: 5526.988281
	Iteration 36Q: 3 clusters Score -7697260 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -7697407.000000 Penalty: 5526.988281
	Iteration 37Q: 3 clusters Score -7697407 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -7697550.000000 Penalty: 5526.988281
	Iteration 38Q: 3 clusters Score -7697550 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -7697692.500000 Penalty: 5526.988281
	Iteration 39Q: 3 clusters Score -7697692 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -7697793.500000 Penalty: 5526.988281
	Iteration 40F: 3 clusters Score -7697794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -7697872.000000 Penalty: 5526.988281
	Iteration 41Q: 3 clusters Score -7697872 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -7697925.500000 Penalty: 5526.988281
	Iteration 42Q: 3 clusters Score -7697926 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -7697998.000000 Penalty: 5526.988281
	Iteration 43Q: 3 clusters Score -7697998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -7698072.500000 Penalty: 5526.988281
	Iteration 44Q: 3 clusters Score -7698072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -7698096.000000 Penalty: 5526.988281
	Iteration 45Q: 3 clusters Score -7698096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -7698130.500000 Penalty: 5526.988281
	Iteration 46Q: 3 clusters Score -7698130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -7698169.000000 Penalty: 5526.988281
	Iteration 47Q: 3 clusters Score -7698169 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -7698192.000000 Penalty: 5526.988281
	Iteration 48Q: 3 clusters Score -7698192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -7698202.000000 Penalty: 5526.988281
	Iteration 49Q: 3 clusters Score -7698202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -7698221.000000 Penalty: 5526.988281
	Iteration 50Q: 3 clusters Score -7698221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -7698234.500000 Penalty: 5526.988281
	Iteration 51Q: 3 clusters Score -7698234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -7698237.500000 Penalty: 5526.988281
	Iteration 52Q: 3 clusters Score -7698238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -7698266.000000 Penalty: 5526.988281
	Iteration 53Q: 3 clusters Score -7698266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -7698271.000000 Penalty: 5526.988281
	Iteration 54Q: 3 clusters Score -7698271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -7698279.500000 Penalty: 5526.988281
	Iteration 55Q: 3 clusters Score -7698280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -7698285.500000 Penalty: 5526.988281
	Iteration 56Q: 3 clusters Score -7698286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -7698294.000000 Penalty: 5526.988281
	Iteration 57Q: 3 clusters Score -7698294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -7698303.000000 Penalty: 5526.988281
	Iteration 58Q: 3 clusters Score -7698303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -7698284.500000 Penalty: 5526.988281
	Iteration 59Q: 3 clusters Score -7698284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -7698289.000000 Penalty: 5526.988281
	Iteration 60F: 3 clusters Score -7698289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -7698276.500000 Penalty: 5526.988281
	Iteration 61Q: 3 clusters Score -7698276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -7698282.500000 Penalty: 5526.988281
	Iteration 62Q: 3 clusters Score -7698282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -7698284.500000 Penalty: 5526.988281
	Iteration 63Q: 3 clusters Score -7698284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -7698291.500000 Penalty: 5526.988281
	Iteration 64Q: 3 clusters Score -7698292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -7698287.000000 Penalty: 5526.988281
	Iteration 65Q: 3 clusters Score -7698287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -7698292.500000 Penalty: 5526.988281
	Iteration 66Q: 3 clusters Score -7698292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -7698305.000000 Penalty: 5526.988281
	Iteration 67Q: 3 clusters Score -7698305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -7698302.000000 Penalty: 5526.988281
	Iteration 68Q: 3 clusters Score -7698302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -7698303.500000 Penalty: 5526.988281
	Iteration 69Q: 3 clusters Score -7698304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -7698319.500000 Penalty: 5526.988281
	Iteration 70Q: 3 clusters Score -7698320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -7698319.000000 Penalty: 5526.988281
	Iteration 71Q: 3 clusters Score -7698319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -7698329.500000 Penalty: 5526.988281
	Iteration 72Q: 3 clusters Score -7698330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -7698328.500000 Penalty: 5526.988281
	Iteration 73Q: 3 clusters Score -7698328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -7698331.000000 Penalty: 5526.988281
	Iteration 74Q: 3 clusters Score -7698331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -7698338.000000 Penalty: 5526.988281
	Iteration 75Q: 3 clusters Score -7698338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -7698346.500000 Penalty: 5526.988281
	Iteration 76Q: 3 clusters Score -7698346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -7698347.000000 Penalty: 5526.988281
	Iteration 77Q: 3 clusters Score -7698347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -7698353.000000 Penalty: 5526.988281
	Iteration 78Q: 3 clusters Score -7698353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -7698357.000000 Penalty: 5526.988281
	Iteration 79Q: 3 clusters Score -7698357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -7698352.500000 Penalty: 5526.988281
	Iteration 80F: 3 clusters Score -7698352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -7698358.500000 Penalty: 5526.988281
	Iteration 81Q: 3 clusters Score -7698358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -7698360.500000 Penalty: 5526.988281
	Iteration 82Q: 3 clusters Score -7698360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -7698362.500000 Penalty: 5526.988281
	Iteration 83Q: 3 clusters Score -7698362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -7698373.000000 Penalty: 5526.988281
	Iteration 84Q: 3 clusters Score -7698373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -7698381.000000 Penalty: 5526.988281
	Iteration 85Q: 3 clusters Score -7698381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -7698399.000000 Penalty: 5526.988281
	Iteration 86Q: 3 clusters Score -7698399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -7698390.000000 Penalty: 5526.988281
	Iteration 87Q: 3 clusters Score -7698390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -7698393.000000 Penalty: 5526.988281
	Iteration 88Q: 3 clusters Score -7698393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -7698405.500000 Penalty: 5526.988281
	Iteration 89Q: 3 clusters Score -7698406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -7698411.000000 Penalty: 5526.988281
	Iteration 90Q: 3 clusters Score -7698411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -7698400.500000 Penalty: 5526.988281
	Iteration 91Q: 3 clusters Score -7698400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -7698409.500000 Penalty: 5526.988281
	Iteration 92Q: 3 clusters Score -7698410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -7698429.500000 Penalty: 5526.988281
	Iteration 93Q: 3 clusters Score -7698430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -7698421.000000 Penalty: 5526.988281
	Iteration 94Q: 3 clusters Score -7698421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -7698430.000000 Penalty: 5526.988281
	Iteration 95Q: 3 clusters Score -7698430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -7698433.500000 Penalty: 5526.988281
	Iteration 96Q: 3 clusters Score -7698434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -7698453.000000 Penalty: 5526.988281
	Iteration 97Q: 3 clusters Score -7698453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -7698464.500000 Penalty: 5526.988281
	Iteration 98Q: 3 clusters Score -7698464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -7698469.500000 Penalty: 5526.988281
	Iteration 99Q: 3 clusters Score -7698470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -7698476.000000 Penalty: 5526.988281
	Iteration 100F: 3 clusters Score -7698476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -7698475.500000 Penalty: 5526.988281
	Iteration 101Q: 3 clusters Score -7698476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -7698485.000000 Penalty: 5526.988281
	Iteration 102Q: 3 clusters Score -7698485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -7698490.000000 Penalty: 5526.988281
	Iteration 103Q: 3 clusters Score -7698490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -7698500.500000 Penalty: 5526.988281
	Iteration 104Q: 3 clusters Score -7698500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -7698507.000000 Penalty: 5526.988281
	Iteration 105Q: 3 clusters Score -7698507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -7698503.000000 Penalty: 5526.988281
	Iteration 106Q: 3 clusters Score -7698503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -7698509.000000 Penalty: 5526.988281
	Iteration 107Q: 3 clusters Score -7698509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
Score: -7698507.500000 Penalty: 5526.988281
	Iteration 108Q: 3 clusters Score -7698508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -7698505.500000 Penalty: 5526.988281
	Iteration 109Q: 3 clusters Score -7698506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -7698514.500000 Penalty: 5526.988281
	Iteration 110Q: 3 clusters Score -7698514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -7698512.000000 Penalty: 5526.988281
	Iteration 111Q: 3 clusters Score -7698512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -7698520.500000 Penalty: 5526.988281
	Iteration 112Q: 3 clusters Score -7698520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -7698515.500000 Penalty: 5526.988281
	Iteration 113Q: 3 clusters Score -7698516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -7698514.000000 Penalty: 5526.988281
	Iteration 114Q: 3 clusters Score -7698514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -7698513.500000 Penalty: 5526.988281
	Iteration 115Q: 3 clusters Score -7698514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -7698510.000000 Penalty: 5526.988281
	Iteration 116Q: 3 clusters Score -7698510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -7698513.500000 Penalty: 5526.988281
	Iteration 117Q: 3 clusters Score -7698514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -7698520.000000 Penalty: 5526.988281
	Iteration 118Q: 3 clusters Score -7698520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -7698531.500000 Penalty: 5526.988281
	Iteration 119Q: 3 clusters Score -7698532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -7698533.000000 Penalty: 5526.988281
	Iteration 120F: 3 clusters Score -7698533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -7698535.000000 Penalty: 5526.988281
	Iteration 121Q: 3 clusters Score -7698535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -7698531.500000 Penalty: 5526.988281
	Iteration 122Q: 3 clusters Score -7698532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -7698530.000000 Penalty: 5526.988281
	Iteration 123Q: 3 clusters Score -7698530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -7698538.500000 Penalty: 5526.988281
	Iteration 124Q: 3 clusters Score -7698538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -7698531.500000 Penalty: 5526.988281
	Iteration 125Q: 3 clusters Score -7698532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -7698535.000000 Penalty: 5526.988281
	Iteration 126Q: 3 clusters Score -7698535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -7698536.500000 Penalty: 5526.988281
	Iteration 127Q: 3 clusters Score -7698536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -7698538.500000 Penalty: 5526.988281
	Iteration 128Q: 3 clusters Score -7698538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -7698538.500000 Penalty: 5526.988281
	Iteration 129F: 3 clusters Score -7698538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -84204.062500 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -84204.06 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 495 members 
Entering Unmasked Estep 
Score: -82397.968750 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -82397.97 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83152.367188 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -83152.37 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -83875.101562 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -83875.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -84317.070312 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -84317.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -84524.796875 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -84524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -84616.007812 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -84616.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -84712.390625 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -84712.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84769.531250 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -84769.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -84839.445312 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -84839.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84995.109375 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -84995.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -85032.546875 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -85032.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85035.875000 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -85035.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85035.875000 Penalty: 3411.138916
	Iteration 12F: 3 clusters Score -85035.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69087 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42261 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 104684 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344134 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31538 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 636 members 
Entering Unmasked Estep 
Score: -110908864.000000 Penalty: 144037.250000
Splitting cluster 3 changes total score from -110909512.000000 to -110908864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -230906.640625 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -230906.6 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 1045 members 
Entering Unmasked Estep 
Score: -228249.234375 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -228249.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228752.515625 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -228752.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -228868.171875 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -228868.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -228939.312500 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -228939.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -228985.359375 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -228985.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -229023.718750 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -229023.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -229063.218750 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -229063.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -229102.187500 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -229102.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -229141.312500 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -229141.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -229171.859375 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -229171.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -229197.421875 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -229197.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -229239.687500 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -229239.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -229274.828125 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -229274.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -229298.000000 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -229298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229319.875000 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -229319.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -229342.984375 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -229343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -229363.250000 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -229363.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -229392.453125 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -229392.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -229421.593750 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -229421.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229440.828125 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -229440.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -229462.375000 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -229462.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -229488.859375 Penalty: 3801.050293
	Iteration 21Q: 3 clusters Score -229488.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -229523.109375 Penalty: 3801.050293
	Iteration 22Q: 3 clusters Score -229523.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -229544.109375 Penalty: 3801.050293
	Iteration 23Q: 3 clusters Score -229544.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -229561.109375 Penalty: 3801.050293
	Iteration 24Q: 3 clusters Score -229561.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -229567.796875 Penalty: 3801.050293
	Iteration 25Q: 3 clusters Score -229567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -229571.625000 Penalty: 3801.050293
	Iteration 26Q: 3 clusters Score -229571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -229574.062500 Penalty: 3801.050293
	Iteration 27Q: 3 clusters Score -229574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -229577.171875 Penalty: 3801.050293
	Iteration 28Q: 3 clusters Score -229577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -229580.578125 Penalty: 3801.050293
	Iteration 29Q: 3 clusters Score -229580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -229583.937500 Penalty: 3801.050293
	Iteration 30Q: 3 clusters Score -229583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -229585.453125 Penalty: 3801.050293
	Iteration 31Q: 3 clusters Score -229585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -229586.578125 Penalty: 3801.050293
	Iteration 32Q: 3 clusters Score -229586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -229588.437500 Penalty: 3801.050293
	Iteration 33Q: 3 clusters Score -229588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -229591.562500 Penalty: 3801.050293
	Iteration 34Q: 3 clusters Score -229591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -229595.093750 Penalty: 3801.050293
	Iteration 35Q: 3 clusters Score -229595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -229595.421875 Penalty: 3801.050293
	Iteration 36Q: 3 clusters Score -229595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -229596.328125 Penalty: 3801.050293
	Iteration 37Q: 3 clusters Score -229596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -229596.718750 Penalty: 3801.050293
	Iteration 38Q: 3 clusters Score -229596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -229596.718750 Penalty: 3801.050293
	Iteration 39F: 3 clusters Score -229596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -753613.187500 Penalty: 2187.093506
	Iteration 0F: 2 clusters Score -753613.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -747987.312500 Penalty: 4374.187012
	Iteration 0F: 3 clusters Score -747987.3 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -749422.500000 Penalty: 4374.187012
	Iteration 1F: 3 clusters Score -749422.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -749630.500000 Penalty: 4374.187012
	Iteration 2F: 3 clusters Score -749630.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -749769.250000 Penalty: 4374.187012
	Iteration 3Q: 3 clusters Score -749769.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -749855.000000 Penalty: 4374.187012
	Iteration 4Q: 3 clusters Score -749855 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -749910.250000 Penalty: 4374.187012
	Iteration 5Q: 3 clusters Score -749910.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -749951.687500 Penalty: 4374.187012
	Iteration 6Q: 3 clusters Score -749951.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -749975.812500 Penalty: 4374.187012
	Iteration 7Q: 3 clusters Score -749975.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -749992.125000 Penalty: 4374.187012
	Iteration 8Q: 3 clusters Score -749992.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -750011.937500 Penalty: 4374.187012
	Iteration 9Q: 3 clusters Score -750011.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -750036.812500 Penalty: 4374.187012
	Iteration 10Q: 3 clusters Score -750036.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -750055.937500 Penalty: 4374.187012
	Iteration 11Q: 3 clusters Score -750055.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -750069.187500 Penalty: 4374.187012
	Iteration 12Q: 3 clusters Score -750069.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -750083.187500 Penalty: 4374.187012
	Iteration 13Q: 3 clusters Score -750083.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -750094.812500 Penalty: 4374.187012
	Iteration 14Q: 3 clusters Score -750094.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -750103.625000 Penalty: 4374.187012
	Iteration 15Q: 3 clusters Score -750103.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -750113.625000 Penalty: 4374.187012
	Iteration 16Q: 3 clusters Score -750113.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -750125.750000 Penalty: 4374.187012
	Iteration 17Q: 3 clusters Score -750125.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -750139.625000 Penalty: 4374.187012
	Iteration 18Q: 3 clusters Score -750139.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -750154.562500 Penalty: 4374.187012
	Iteration 19Q: 3 clusters Score -750154.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -750161.375000 Penalty: 4374.187012
	Iteration 20F: 3 clusters Score -750161.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -750170.875000 Penalty: 4374.187012
	Iteration 21Q: 3 clusters Score -750170.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -750177.875000 Penalty: 4374.187012
	Iteration 22Q: 3 clusters Score -750177.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -750185.125000 Penalty: 4374.187012
	Iteration 23Q: 3 clusters Score -750185.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -750192.437500 Penalty: 4374.187012
	Iteration 24Q: 3 clusters Score -750192.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -750197.437500 Penalty: 4374.187012
	Iteration 25Q: 3 clusters Score -750197.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -750206.062500 Penalty: 4374.187012
	Iteration 26Q: 3 clusters Score -750206.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -750215.750000 Penalty: 4374.187012
	Iteration 27Q: 3 clusters Score -750215.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -750223.000000 Penalty: 4374.187012
	Iteration 28Q: 3 clusters Score -750223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -750230.500000 Penalty: 4374.187012
	Iteration 29Q: 3 clusters Score -750230.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -750234.062500 Penalty: 4374.187012
	Iteration 30Q: 3 clusters Score -750234.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -750237.937500 Penalty: 4374.187012
	Iteration 31Q: 3 clusters Score -750237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -750241.312500 Penalty: 4374.187012
	Iteration 32Q: 3 clusters Score -750241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -750243.812500 Penalty: 4374.187012
	Iteration 33Q: 3 clusters Score -750243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -750245.937500 Penalty: 4374.187012
	Iteration 34Q: 3 clusters Score -750245.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -750249.187500 Penalty: 4374.187012
	Iteration 35Q: 3 clusters Score -750249.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -750253.375000 Penalty: 4374.187012
	Iteration 36Q: 3 clusters Score -750253.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -750258.562500 Penalty: 4374.187012
	Iteration 37Q: 3 clusters Score -750258.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -750263.000000 Penalty: 4374.187012
	Iteration 38Q: 3 clusters Score -750263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -750265.312500 Penalty: 4374.187012
	Iteration 39Q: 3 clusters Score -750265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -750265.875000 Penalty: 4374.187012
	Iteration 40F: 3 clusters Score -750265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -750267.250000 Penalty: 4374.187012
	Iteration 41Q: 3 clusters Score -750267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -750268.062500 Penalty: 4374.187012
	Iteration 42Q: 3 clusters Score -750268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -750270.875000 Penalty: 4374.187012
	Iteration 43Q: 3 clusters Score -750270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -750271.062500 Penalty: 4374.187012
	Iteration 44Q: 3 clusters Score -750271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -750272.687500 Penalty: 4374.187012
	Iteration 45Q: 3 clusters Score -750272.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -750276.500000 Penalty: 4374.187012
	Iteration 46Q: 3 clusters Score -750276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -750277.062500 Penalty: 4374.187012
	Iteration 47Q: 3 clusters Score -750277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -750280.125000 Penalty: 4374.187012
	Iteration 48Q: 3 clusters Score -750280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -750283.500000 Penalty: 4374.187012
	Iteration 49Q: 3 clusters Score -750283.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -750285.500000 Penalty: 4374.187012
	Iteration 50Q: 3 clusters Score -750285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -750286.687500 Penalty: 4374.187012
	Iteration 51Q: 3 clusters Score -750286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -750287.500000 Penalty: 4374.187012
	Iteration 52Q: 3 clusters Score -750287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -750287.812500 Penalty: 4374.187012
	Iteration 53Q: 3 clusters Score -750287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -750289.125000 Penalty: 4374.187012
	Iteration 54Q: 3 clusters Score -750289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -750288.437500 Penalty: 4374.187012
	Iteration 55Q: 3 clusters Score -750288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -750289.437500 Penalty: 4374.187012
	Iteration 56Q: 3 clusters Score -750289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -750288.937500 Penalty: 4374.187012
	Iteration 57Q: 3 clusters Score -750288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -750289.750000 Penalty: 4374.187012
	Iteration 58Q: 3 clusters Score -750289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -750289.750000 Penalty: 4374.187012
	Iteration 59F: 3 clusters Score -750289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -416317.593750 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -416317.6 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 1864 members 
Entering Unmasked Estep 
Score: -412548.531250 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -412548.5 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -413373.656250 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -413373.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -413529.968750 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -413530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -413664.750000 Penalty: 4089.450439
	Iteration 3Q: 3 clusters Score -413664.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -413766.281250 Penalty: 4089.450439
	Iteration 4Q: 3 clusters Score -413766.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -413839.812500 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -413839.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -413902.656250 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -413902.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -413954.500000 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -413954.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -414020.187500 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -414020.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -414096.031250 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -414096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -414167.625000 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -414167.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -414234.093750 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -414234.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -414299.093750 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -414299.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -414361.375000 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -414361.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -414419.906250 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -414419.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -414473.968750 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -414474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -414521.281250 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -414521.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -414558.750000 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -414558.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -414602.156250 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -414602.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -414635.968750 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -414636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -414655.500000 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -414655.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -414678.437500 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -414678.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -414702.937500 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -414702.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -414728.906250 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -414728.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -414753.718750 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -414753.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414771.187500 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -414771.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -414779.312500 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -414779.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -414785.218750 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -414785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -414789.468750 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -414789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -414793.500000 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -414793.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -414795.562500 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -414795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -414800.750000 Penalty: 4089.450439
	Iteration 31Q: 3 clusters Score -414800.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -414806.875000 Penalty: 4089.450439
	Iteration 32Q: 3 clusters Score -414806.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -414812.250000 Penalty: 4089.450439
	Iteration 33Q: 3 clusters Score -414812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -414820.312500 Penalty: 4089.450439
	Iteration 34Q: 3 clusters Score -414820.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -414827.500000 Penalty: 4089.450439
	Iteration 35Q: 3 clusters Score -414827.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -414844.625000 Penalty: 4089.450439
	Iteration 36Q: 3 clusters Score -414844.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -414862.812500 Penalty: 4089.450439
	Iteration 37Q: 3 clusters Score -414862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -414880.718750 Penalty: 4089.450439
	Iteration 38Q: 3 clusters Score -414880.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -414907.656250 Penalty: 4089.450439
	Iteration 39Q: 3 clusters Score -414907.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -414960.968750 Penalty: 4089.450439
	Iteration 40F: 3 clusters Score -414961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -415073.718750 Penalty: 4089.450439
	Iteration 41Q: 3 clusters Score -415073.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -415161.843750 Penalty: 4089.450439
	Iteration 42Q: 3 clusters Score -415161.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -415225.406250 Penalty: 4089.450439
	Iteration 43Q: 3 clusters Score -415225.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -415273.718750 Penalty: 4089.450439
	Iteration 44Q: 3 clusters Score -415273.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -415307.937500 Penalty: 4089.450439
	Iteration 45Q: 3 clusters Score -415307.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -415339.125000 Penalty: 4089.450439
	Iteration 46Q: 3 clusters Score -415339.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -415363.968750 Penalty: 4089.450439
	Iteration 47Q: 3 clusters Score -415364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -415381.531250 Penalty: 4089.450439
	Iteration 48Q: 3 clusters Score -415381.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415398.031250 Penalty: 4089.450439
	Iteration 49Q: 3 clusters Score -415398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -415414.500000 Penalty: 4089.450439
	Iteration 50Q: 3 clusters Score -415414.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -415428.937500 Penalty: 4089.450439
	Iteration 51Q: 3 clusters Score -415428.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -415439.343750 Penalty: 4089.450439
	Iteration 52Q: 3 clusters Score -415439.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -415445.968750 Penalty: 4089.450439
	Iteration 53Q: 3 clusters Score -415446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -415452.656250 Penalty: 4089.450439
	Iteration 54Q: 3 clusters Score -415452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -415458.968750 Penalty: 4089.450439
	Iteration 55Q: 3 clusters Score -415459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -415466.968750 Penalty: 4089.450439
	Iteration 56Q: 3 clusters Score -415467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -415473.500000 Penalty: 4089.450439
	Iteration 57Q: 3 clusters Score -415473.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -415480.812500 Penalty: 4089.450439
	Iteration 58Q: 3 clusters Score -415480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -415485.375000 Penalty: 4089.450439
	Iteration 59Q: 3 clusters Score -415485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -415486.718750 Penalty: 4089.450439
	Iteration 60F: 3 clusters Score -415486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -415486.812500 Penalty: 4089.450439
	Iteration 61Q: 3 clusters Score -415486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -415488.531250 Penalty: 4089.450439
	Iteration 62Q: 3 clusters Score -415488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -415489.875000 Penalty: 4089.450439
	Iteration 63Q: 3 clusters Score -415489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -415490.156250 Penalty: 4089.450439
	Iteration 64Q: 3 clusters Score -415490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -415491.062500 Penalty: 4089.450439
	Iteration 65Q: 3 clusters Score -415491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -415493.531250 Penalty: 4089.450439
	Iteration 66Q: 3 clusters Score -415493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -415493.250000 Penalty: 4089.450439
	Iteration 67Q: 3 clusters Score -415493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -415493.531250 Penalty: 4089.450439
	Iteration 68Q: 3 clusters Score -415493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -415493.531250 Penalty: 4089.450439
	Iteration 69F: 3 clusters Score -415493.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -431702.906250 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -431702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -427892.812500 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -427892.8 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428754.687500 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -428754.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -428939.437500 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -428939.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -429066.468750 Penalty: 4095.920410
	Iteration 3Q: 3 clusters Score -429066.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -429169.531250 Penalty: 4095.920410
	Iteration 4Q: 3 clusters Score -429169.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -429267.156250 Penalty: 4095.920410
	Iteration 5Q: 3 clusters Score -429267.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -429350.156250 Penalty: 4095.920410
	Iteration 6Q: 3 clusters Score -429350.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -429416.906250 Penalty: 4095.920410
	Iteration 7Q: 3 clusters Score -429416.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -429493.812500 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -429493.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -429586.062500 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -429586.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -429723.281250 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -429723.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -429911.562500 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -429911.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -430329.281250 Penalty: 4095.920410
	Iteration 12F: 3 clusters Score -430329.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -430970.812500 Penalty: 4095.920410
	Iteration 13F: 3 clusters Score -430970.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -431373.125000 Penalty: 4095.920410
	Iteration 14F: 3 clusters Score -431373.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -431512.781250 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -431512.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -431545.312500 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -431545.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -431561.500000 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -431561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -431574.906250 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -431574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -431587.593750 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -431587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -431592.312500 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -431592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -431593.437500 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -431593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431596.718750 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -431596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -431596.468750 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -431596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -431597.093750 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -431597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -431598.250000 Penalty: 4095.920410
	Iteration 25Q: 3 clusters Score -431598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -431599.125000 Penalty: 4095.920410
	Iteration 26Q: 3 clusters Score -431599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -431602.250000 Penalty: 4095.920410
	Iteration 27Q: 3 clusters Score -431602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -431615.437500 Penalty: 4095.920410
	Iteration 28Q: 3 clusters Score -431615.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -431626.531250 Penalty: 4095.920410
	Iteration 29Q: 3 clusters Score -431626.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -431635.875000 Penalty: 4095.920410
	Iteration 30Q: 3 clusters Score -431635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -431641.062500 Penalty: 4095.920410
	Iteration 31Q: 3 clusters Score -431641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431643.500000 Penalty: 4095.920410
	Iteration 32Q: 3 clusters Score -431643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431643.718750 Penalty: 4095.920410
	Iteration 33Q: 3 clusters Score -431643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -431644.000000 Penalty: 4095.920410
	Iteration 34Q: 3 clusters Score -431644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -431643.937500 Penalty: 4095.920410
	Iteration 35Q: 3 clusters Score -431643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -431645.281250 Penalty: 4095.920410
	Iteration 36Q: 3 clusters Score -431645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -431645.281250 Penalty: 4095.920410
	Iteration 37F: 3 clusters Score -431645.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Entering Unmasked Estep 
Score: -2850623.750000 Penalty: 2508.811768
	Iteration 0F: 2 clusters Score -2850624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2833617.250000 Penalty: 5017.623535
	Iteration 0F: 3 clusters Score -2833617 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2839378.500000 Penalty: 5017.623535
	Iteration 1F: 3 clusters Score -2839378 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2839835.000000 Penalty: 5017.623535
	Iteration 2F: 3 clusters Score -2839835 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2840212.750000 Penalty: 5017.623535
	Iteration 3Q: 3 clusters Score -2840213 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2840512.000000 Penalty: 5017.623535
	Iteration 4Q: 3 clusters Score -2840512 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2840836.500000 Penalty: 5017.623535
	Iteration 5Q: 3 clusters Score -2840836 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2841202.000000 Penalty: 5017.623535
	Iteration 6Q: 3 clusters Score -2841202 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2841707.750000 Penalty: 5017.623535
	Iteration 7Q: 3 clusters Score -2841708 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2842439.250000 Penalty: 5017.623535
	Iteration 8Q: 3 clusters Score -2842439 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2843409.000000 Penalty: 5017.623535
	Iteration 9F: 3 clusters Score -2843409 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2844614.000000 Penalty: 5017.623535
	Iteration 10F: 3 clusters Score -2844614 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2845789.500000 Penalty: 5017.623535
	Iteration 11F: 3 clusters Score -2845790 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2846771.750000 Penalty: 5017.623535
	Iteration 12Q: 3 clusters Score -2846772 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2847455.000000 Penalty: 5017.623535
	Iteration 13Q: 3 clusters Score -2847455 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2847891.500000 Penalty: 5017.623535
	Iteration 14Q: 3 clusters Score -2847892 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2848084.250000 Penalty: 5017.623535
	Iteration 15Q: 3 clusters Score -2848084 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2848187.000000 Penalty: 5017.623535
	Iteration 16Q: 3 clusters Score -2848187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2848268.500000 Penalty: 5017.623535
	Iteration 17Q: 3 clusters Score -2848268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2848317.750000 Penalty: 5017.623535
	Iteration 18Q: 3 clusters Score -2848318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2848341.000000 Penalty: 5017.623535
	Iteration 19Q: 3 clusters Score -2848341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2848359.500000 Penalty: 5017.623535
	Iteration 20F: 3 clusters Score -2848360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2848378.500000 Penalty: 5017.623535
	Iteration 21Q: 3 clusters Score -2848378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2848386.750000 Penalty: 5017.623535
	Iteration 22Q: 3 clusters Score -2848387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2848395.750000 Penalty: 5017.623535
	Iteration 23Q: 3 clusters Score -2848396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2848408.500000 Penalty: 5017.623535
	Iteration 24Q: 3 clusters Score -2848408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2848411.750000 Penalty: 5017.623535
	Iteration 25Q: 3 clusters Score -2848412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2848419.250000 Penalty: 5017.623535
	Iteration 26Q: 3 clusters Score -2848419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2848422.750000 Penalty: 5017.623535
	Iteration 27Q: 3 clusters Score -2848423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2848423.750000 Penalty: 5017.623535
	Iteration 28Q: 3 clusters Score -2848424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2848427.750000 Penalty: 5017.623535
	Iteration 29Q: 3 clusters Score -2848428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2848424.000000 Penalty: 5017.623535
	Iteration 30Q: 3 clusters Score -2848424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2848429.000000 Penalty: 5017.623535
	Iteration 31Q: 3 clusters Score -2848429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2848431.500000 Penalty: 5017.623535
	Iteration 32Q: 3 clusters Score -2848432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2848435.000000 Penalty: 5017.623535
	Iteration 33Q: 3 clusters Score -2848435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2848437.750000 Penalty: 5017.623535
	Iteration 34Q: 3 clusters Score -2848438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2848437.750000 Penalty: 5017.623535
	Iteration 35F: 3 clusters Score -2848438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Entering Unmasked Estep 
Score: -4792804.000000 Penalty: 2641.601807
	Iteration 0F: 2 clusters Score -4792804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4764309.000000 Penalty: 5283.203613
	Iteration 0F: 3 clusters Score -4764309 nChanged 19226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4775110.500000 Penalty: 5283.203613
	Iteration 1F: 3 clusters Score -4775110 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4775840.500000 Penalty: 5283.203613
	Iteration 2Q: 3 clusters Score -4775840 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4776640.500000 Penalty: 5283.203613
	Iteration 3Q: 3 clusters Score -4776640 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4777653.500000 Penalty: 5283.203613
	Iteration 4Q: 3 clusters Score -4777654 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4778843.500000 Penalty: 5283.203613
	Iteration 5Q: 3 clusters Score -4778844 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4780210.500000 Penalty: 5283.203613
	Iteration 6Q: 3 clusters Score -4780210 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4781700.500000 Penalty: 5283.203613
	Iteration 7Q: 3 clusters Score -4781700 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -4783347.500000 Penalty: 5283.203613
	Iteration 8F: 3 clusters Score -4783348 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4784777.000000 Penalty: 5283.203613
	Iteration 9Q: 3 clusters Score -4784777 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4785922.000000 Penalty: 5283.203613
	Iteration 10Q: 3 clusters Score -4785922 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4786825.000000 Penalty: 5283.203613
	Iteration 11Q: 3 clusters Score -4786825 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4787590.500000 Penalty: 5283.203613
	Iteration 12Q: 3 clusters Score -4787590 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4788172.000000 Penalty: 5283.203613
	Iteration 13Q: 3 clusters Score -4788172 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4788696.500000 Penalty: 5283.203613
	Iteration 14Q: 3 clusters Score -4788696 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4789129.500000 Penalty: 5283.203613
	Iteration 15Q: 3 clusters Score -4789130 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4789503.000000 Penalty: 5283.203613
	Iteration 16Q: 3 clusters Score -4789503 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4789788.500000 Penalty: 5283.203613
	Iteration 17Q: 3 clusters Score -4789788 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4789996.000000 Penalty: 5283.203613
	Iteration 18Q: 3 clusters Score -4789996 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4790156.500000 Penalty: 5283.203613
	Iteration 19Q: 3 clusters Score -4790156 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4790271.000000 Penalty: 5283.203613
	Iteration 20F: 3 clusters Score -4790271 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4790346.000000 Penalty: 5283.203613
	Iteration 21Q: 3 clusters Score -4790346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4790413.000000 Penalty: 5283.203613
	Iteration 22Q: 3 clusters Score -4790413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4790473.500000 Penalty: 5283.203613
	Iteration 23Q: 3 clusters Score -4790474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4790510.000000 Penalty: 5283.203613
	Iteration 24Q: 3 clusters Score -4790510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4790538.000000 Penalty: 5283.203613
	Iteration 25Q: 3 clusters Score -4790538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4790549.000000 Penalty: 5283.203613
	Iteration 26Q: 3 clusters Score -4790549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4790578.500000 Penalty: 5283.203613
	Iteration 27Q: 3 clusters Score -4790578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4790589.000000 Penalty: 5283.203613
	Iteration 28Q: 3 clusters Score -4790589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4790603.500000 Penalty: 5283.203613
	Iteration 29Q: 3 clusters Score -4790604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4790617.500000 Penalty: 5283.203613
	Iteration 30Q: 3 clusters Score -4790618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4790624.500000 Penalty: 5283.203613
	Iteration 31Q: 3 clusters Score -4790624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4790642.000000 Penalty: 5283.203613
	Iteration 32Q: 3 clusters Score -4790642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4790647.000000 Penalty: 5283.203613
	Iteration 33Q: 3 clusters Score -4790647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4790648.500000 Penalty: 5283.203613
	Iteration 34Q: 3 clusters Score -4790648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4790654.500000 Penalty: 5283.203613
	Iteration 35Q: 3 clusters Score -4790654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4790652.500000 Penalty: 5283.203613
	Iteration 36Q: 3 clusters Score -4790652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4790657.000000 Penalty: 5283.203613
	Iteration 37Q: 3 clusters Score -4790657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4790667.000000 Penalty: 5283.203613
	Iteration 38Q: 3 clusters Score -4790667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4790669.000000 Penalty: 5283.203613
	Iteration 39Q: 3 clusters Score -4790669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4790675.000000 Penalty: 5283.203613
	Iteration 40F: 3 clusters Score -4790675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4790681.500000 Penalty: 5283.203613
	Iteration 41Q: 3 clusters Score -4790682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4790685.500000 Penalty: 5283.203613
	Iteration 42Q: 3 clusters Score -4790686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4790698.000000 Penalty: 5283.203613
	Iteration 43Q: 3 clusters Score -4790698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4790708.500000 Penalty: 5283.203613
	Iteration 44Q: 3 clusters Score -4790708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4790712.500000 Penalty: 5283.203613
	Iteration 45Q: 3 clusters Score -4790712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4790722.500000 Penalty: 5283.203613
	Iteration 46Q: 3 clusters Score -4790722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4790732.500000 Penalty: 5283.203613
	Iteration 47Q: 3 clusters Score -4790732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4790735.000000 Penalty: 5283.203613
	Iteration 48Q: 3 clusters Score -4790735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4790741.000000 Penalty: 5283.203613
	Iteration 49Q: 3 clusters Score -4790741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4790745.500000 Penalty: 5283.203613
	Iteration 50Q: 3 clusters Score -4790746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4790742.000000 Penalty: 5283.203613
	Iteration 51Q: 3 clusters Score -4790742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4790744.000000 Penalty: 5283.203613
	Iteration 52Q: 3 clusters Score -4790744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4790744.500000 Penalty: 5283.203613
	Iteration 53Q: 3 clusters Score -4790744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4790744.500000 Penalty: 5283.203613
	Iteration 54Q: 3 clusters Score -4790744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4790743.000000 Penalty: 5283.203613
	Iteration 55Q: 3 clusters Score -4790743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4790748.500000 Penalty: 5283.203613
	Iteration 56Q: 3 clusters Score -4790748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4790746.500000 Penalty: 5283.203613
	Iteration 57Q: 3 clusters Score -4790746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4790744.000000 Penalty: 5283.203613
	Iteration 58Q: 3 clusters Score -4790744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4790741.500000 Penalty: 5283.203613
	Iteration 59Q: 3 clusters Score -4790742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4790747.000000 Penalty: 5283.203613
	Iteration 60F: 3 clusters Score -4790747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4790753.000000 Penalty: 5283.203613
	Iteration 61Q: 3 clusters Score -4790753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4790757.000000 Penalty: 5283.203613
	Iteration 62Q: 3 clusters Score -4790757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4790758.500000 Penalty: 5283.203613
	Iteration 63Q: 3 clusters Score -4790758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4790754.000000 Penalty: 5283.203613
	Iteration 64Q: 3 clusters Score -4790754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4790759.500000 Penalty: 5283.203613
	Iteration 65Q: 3 clusters Score -4790760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4790759.500000 Penalty: 5283.203613
	Iteration 66Q: 3 clusters Score -4790760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4790764.000000 Penalty: 5283.203613
	Iteration 67Q: 3 clusters Score -4790764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4790765.500000 Penalty: 5283.203613
	Iteration 68Q: 3 clusters Score -4790766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4790768.500000 Penalty: 5283.203613
	Iteration 69Q: 3 clusters Score -4790768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4790765.000000 Penalty: 5283.203613
	Iteration 70Q: 3 clusters Score -4790765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4790766.000000 Penalty: 5283.203613
	Iteration 71Q: 3 clusters Score -4790766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4790766.000000 Penalty: 5283.203613
	Iteration 72F: 3 clusters Score -4790766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -56574.765625 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -56574.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55025.121094 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -55025.12 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55444.531250 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -55444.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55708.210938 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -55708.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55786.277344 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -55786.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55822.902344 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -55822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55845.976562 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -55845.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55881.035156 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -55881.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55924.738281 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -55924.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55977.785156 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -55977.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55998.285156 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -55998.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56014.343750 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -56014.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56020.789062 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -56020.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56025.097656 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -56025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56026.597656 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -56026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56026.597656 Penalty: 3188.340332
	Iteration 14F: 3 clusters Score -56026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -154089.859375 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -154089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -151797.343750 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -151797.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152210.093750 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -152210.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152332.578125 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -152332.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152375.406250 Penalty: 3638.151123
	Iteration 3Q: 3 clusters Score -152375.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152395.656250 Penalty: 3638.151123
	Iteration 4Q: 3 clusters Score -152395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -152410.968750 Penalty: 3638.151123
	Iteration 5Q: 3 clusters Score -152411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -152420.921875 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -152420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -152428.265625 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -152428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152434.000000 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -152434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -152440.125000 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -152440.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -152446.421875 Penalty: 3638.151123
	Iteration 10Q: 3 clusters Score -152446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152450.421875 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -152450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -152452.062500 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -152452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -152452.062500 Penalty: 3638.151123
	Iteration 13F: 3 clusters Score -152452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (104684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Entering Unmasked Estep 
Score: -11865854.000000 Penalty: 2866.557861
	Iteration 0F: 2 clusters Score -1.186585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -11795908.000000 Penalty: 5733.115723
	Iteration 0F: 3 clusters Score -1.179591e+07 nChanged 49358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -11824319.000000 Penalty: 5733.115723
	Iteration 1F: 3 clusters Score -1.182432e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -11825114.000000 Penalty: 5733.115723
	Iteration 2Q: 3 clusters Score -1.182511e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -11826229.000000 Penalty: 5733.115723
	Iteration 3Q: 3 clusters Score -1.182623e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -11827989.000000 Penalty: 5733.115723
	Iteration 4Q: 3 clusters Score -1.182799e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -11831154.000000 Penalty: 5733.115723
	Iteration 5F: 3 clusters Score -1.183115e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -11836538.000000 Penalty: 5733.115723
	Iteration 6F: 3 clusters Score -1.183654e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -11843968.000000 Penalty: 5733.115723
	Iteration 7F: 3 clusters Score -1.184397e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -11851953.000000 Penalty: 5733.115723
	Iteration 8F: 3 clusters Score -1.185195e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -11858078.000000 Penalty: 5733.115723
	Iteration 9F: 3 clusters Score -1.185808e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -11861178.000000 Penalty: 5733.115723
	Iteration 10Q: 3 clusters Score -1.186118e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11862408.000000 Penalty: 5733.115723
	Iteration 11Q: 3 clusters Score -1.186241e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11862827.000000 Penalty: 5733.115723
	Iteration 12Q: 3 clusters Score -1.186283e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11863048.000000 Penalty: 5733.115723
	Iteration 13Q: 3 clusters Score -1.186305e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11863167.000000 Penalty: 5733.115723
	Iteration 14Q: 3 clusters Score -1.186317e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11863247.000000 Penalty: 5733.115723
	Iteration 15Q: 3 clusters Score -1.186325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11863263.000000 Penalty: 5733.115723
	Iteration 16Q: 3 clusters Score -1.186326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11863288.000000 Penalty: 5733.115723
	Iteration 17Q: 3 clusters Score -1.186329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11863303.000000 Penalty: 5733.115723
	Iteration 18Q: 3 clusters Score -1.18633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11863315.000000 Penalty: 5733.115723
	Iteration 19Q: 3 clusters Score -1.186332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11863316.000000 Penalty: 5733.115723
	Iteration 20F: 3 clusters Score -1.186332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11863324.000000 Penalty: 5733.115723
	Iteration 21Q: 3 clusters Score -1.186332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11863338.000000 Penalty: 5733.115723
	Iteration 22Q: 3 clusters Score -1.186334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11863339.000000 Penalty: 5733.115723
	Iteration 23Q: 3 clusters Score -1.186334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11863343.000000 Penalty: 5733.115723
	Iteration 24Q: 3 clusters Score -1.186334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11863344.000000 Penalty: 5733.115723
	Iteration 25Q: 3 clusters Score -1.186334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11863344.000000 Penalty: 5733.115723
	Iteration 26Q: 3 clusters Score -1.186334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11863344.000000 Penalty: 5733.115723
	Iteration 27Q: 3 clusters Score -1.186334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11863347.000000 Penalty: 5733.115723
	Iteration 28Q: 3 clusters Score -1.186335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11863348.000000 Penalty: 5733.115723
	Iteration 29Q: 3 clusters Score -1.186335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11863358.000000 Penalty: 5733.115723
	Iteration 30Q: 3 clusters Score -1.186336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11863358.000000 Penalty: 5733.115723
	Iteration 31Q: 3 clusters Score -1.186336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11863362.000000 Penalty: 5733.115723
	Iteration 32Q: 3 clusters Score -1.186336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11863353.000000 Penalty: 5733.115723
	Iteration 33Q: 3 clusters Score -1.186335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11863365.000000 Penalty: 5733.115723
	Iteration 34Q: 3 clusters Score -1.186336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11863358.000000 Penalty: 5733.115723
	Iteration 35Q: 3 clusters Score -1.186336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11863355.000000 Penalty: 5733.115723
	Iteration 36Q: 3 clusters Score -1.186336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11863364.000000 Penalty: 5733.115723
	Iteration 37Q: 3 clusters Score -1.186336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11863364.000000 Penalty: 5733.115723
	Iteration 38F: 3 clusters Score -1.186336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Entering Unmasked Estep 
Score: -5556288.500000 Penalty: 2677.255127
	Iteration 0F: 2 clusters Score -5556288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5523397.500000 Penalty: 5354.510254
	Iteration 0F: 3 clusters Score -5523398 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5535887.500000 Penalty: 5354.510254
	Iteration 1F: 3 clusters Score -5535888 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5536675.500000 Penalty: 5354.510254
	Iteration 2Q: 3 clusters Score -5536676 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5537694.500000 Penalty: 5354.510254
	Iteration 3Q: 3 clusters Score -5537694 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5539023.500000 Penalty: 5354.510254
	Iteration 4F: 3 clusters Score -5539024 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -5540937.500000 Penalty: 5354.510254
	Iteration 5F: 3 clusters Score -5540938 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -5543546.500000 Penalty: 5354.510254
	Iteration 6F: 3 clusters Score -5543546 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -5546650.000000 Penalty: 5354.510254
	Iteration 7F: 3 clusters Score -5546650 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -5549265.500000 Penalty: 5354.510254
	Iteration 8F: 3 clusters Score -5549266 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5550988.000000 Penalty: 5354.510254
	Iteration 9F: 3 clusters Score -5550988 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -5551921.000000 Penalty: 5354.510254
	Iteration 10Q: 3 clusters Score -5551921 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5552376.000000 Penalty: 5354.510254
	Iteration 11Q: 3 clusters Score -5552376 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -5552632.000000 Penalty: 5354.510254
	Iteration 12Q: 3 clusters Score -5552632 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5552890.500000 Penalty: 5354.510254
	Iteration 13Q: 3 clusters Score -5552890 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5553049.000000 Penalty: 5354.510254
	Iteration 14Q: 3 clusters Score -5553049 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5553177.500000 Penalty: 5354.510254
	Iteration 15Q: 3 clusters Score -5553178 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -5553290.000000 Penalty: 5354.510254
	Iteration 16Q: 3 clusters Score -5553290 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5553424.000000 Penalty: 5354.510254
	Iteration 17Q: 3 clusters Score -5553424 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5553536.500000 Penalty: 5354.510254
	Iteration 18Q: 3 clusters Score -5553536 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5553642.000000 Penalty: 5354.510254
	Iteration 19Q: 3 clusters Score -5553642 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -5553707.500000 Penalty: 5354.510254
	Iteration 20F: 3 clusters Score -5553708 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -5553777.500000 Penalty: 5354.510254
	Iteration 21Q: 3 clusters Score -5553778 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5553865.500000 Penalty: 5354.510254
	Iteration 22Q: 3 clusters Score -5553866 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5553928.000000 Penalty: 5354.510254
	Iteration 23Q: 3 clusters Score -5553928 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -5553975.000000 Penalty: 5354.510254
	Iteration 24Q: 3 clusters Score -5553975 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -5554034.500000 Penalty: 5354.510254
	Iteration 25Q: 3 clusters Score -5554034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -5554093.500000 Penalty: 5354.510254
	Iteration 26Q: 3 clusters Score -5554094 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -5554109.500000 Penalty: 5354.510254
	Iteration 27Q: 3 clusters Score -5554110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -5554128.500000 Penalty: 5354.510254
	Iteration 28Q: 3 clusters Score -5554128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5554127.000000 Penalty: 5354.510254
	Iteration 29Q: 3 clusters Score -5554127 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5554148.500000 Penalty: 5354.510254
	Iteration 30Q: 3 clusters Score -5554148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5554160.000000 Penalty: 5354.510254
	Iteration 31Q: 3 clusters Score -5554160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5554163.000000 Penalty: 5354.510254
	Iteration 32Q: 3 clusters Score -5554163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5554175.000000 Penalty: 5354.510254
	Iteration 33Q: 3 clusters Score -5554175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5554191.000000 Penalty: 5354.510254
	Iteration 34Q: 3 clusters Score -5554191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5554182.500000 Penalty: 5354.510254
	Iteration 35Q: 3 clusters Score -5554182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5554193.000000 Penalty: 5354.510254
	Iteration 36Q: 3 clusters Score -5554193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -5554205.000000 Penalty: 5354.510254
	Iteration 37Q: 3 clusters Score -5554205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -5554204.000000 Penalty: 5354.510254
	Iteration 38Q: 3 clusters Score -5554204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -5554200.000000 Penalty: 5354.510254
	Iteration 39Q: 3 clusters Score -5554200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5554201.500000 Penalty: 5354.510254
	Iteration 40F: 3 clusters Score -5554202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5554197.000000 Penalty: 5354.510254
	Iteration 41Q: 3 clusters Score -5554197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5554198.000000 Penalty: 5354.510254
	Iteration 42Q: 3 clusters Score -5554198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5554202.500000 Penalty: 5354.510254
	Iteration 43Q: 3 clusters Score -5554202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5554208.000000 Penalty: 5354.510254
	Iteration 44Q: 3 clusters Score -5554208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5554208.000000 Penalty: 5354.510254
	Iteration 45F: 3 clusters Score -5554208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -144526.125000 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -144526.1 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 697 members 
Entering Unmasked Estep 
Score: -142348.531250 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -142348.5 nChanged 418
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: -142729.984375 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -142730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142807.390625 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -142807.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142846.078125 Penalty: 3592.427734
	Iteration 3Q: 3 clusters Score -142846.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142877.671875 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -142877.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142903.140625 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -142903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142917.703125 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -142917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -142926.921875 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -142926.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -142935.593750 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -142935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -142942.718750 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -142942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -142946.703125 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -142946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142947.937500 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -142947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -142953.250000 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -142953.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142958.234375 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -142958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142960.609375 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -142960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142962.937500 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -142962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -142964.796875 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -142964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -142966.953125 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -142967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -142969.109375 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -142969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -142970.343750 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -142970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -142975.078125 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -142975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142976.656250 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -142976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142976.656250 Penalty: 3592.427734
	Iteration 22F: 3 clusters Score -142976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -130427.140625 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -130427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128401.835938 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -128401.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128697.031250 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -128697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128789.945312 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -128789.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128832.640625 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -128832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128852.335938 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -128852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128862.796875 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -128862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128868.468750 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -128868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128872.937500 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -128872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128877.539062 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -128877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128878.875000 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -128878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128879.453125 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -128879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128879.453125 Penalty: 3507.079102
	Iteration 11F: 3 clusters Score -128879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Entering Unmasked Estep 
Score: -3095810.000000 Penalty: 2538.177979
	Iteration 0F: 2 clusters Score -3095810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3076662.750000 Penalty: 5076.355957
	Iteration 0F: 3 clusters Score -3076663 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3083545.750000 Penalty: 5076.355957
	Iteration 1F: 3 clusters Score -3083546 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3084127.000000 Penalty: 5076.355957
	Iteration 2F: 3 clusters Score -3084127 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3084737.750000 Penalty: 5076.355957
	Iteration 3Q: 3 clusters Score -3084738 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3085395.750000 Penalty: 5076.355957
	Iteration 4Q: 3 clusters Score -3085396 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3086169.750000 Penalty: 5076.355957
	Iteration 5F: 3 clusters Score -3086170 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3086989.750000 Penalty: 5076.355957
	Iteration 6F: 3 clusters Score -3086990 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3087907.000000 Penalty: 5076.355957
	Iteration 7F: 3 clusters Score -3087907 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3088869.000000 Penalty: 5076.355957
	Iteration 8F: 3 clusters Score -3088869 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3089788.500000 Penalty: 5076.355957
	Iteration 9F: 3 clusters Score -3089788 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3090607.500000 Penalty: 5076.355957
	Iteration 10Q: 3 clusters Score -3090608 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3091182.750000 Penalty: 5076.355957
	Iteration 11Q: 3 clusters Score -3091183 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3091551.000000 Penalty: 5076.355957
	Iteration 12Q: 3 clusters Score -3091551 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3091746.500000 Penalty: 5076.355957
	Iteration 13Q: 3 clusters Score -3091746 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3091889.750000 Penalty: 5076.355957
	Iteration 14Q: 3 clusters Score -3091890 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3091996.500000 Penalty: 5076.355957
	Iteration 15Q: 3 clusters Score -3091996 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3092096.750000 Penalty: 5076.355957
	Iteration 16Q: 3 clusters Score -3092097 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3092168.500000 Penalty: 5076.355957
	Iteration 17Q: 3 clusters Score -3092168 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3092237.500000 Penalty: 5076.355957
	Iteration 18Q: 3 clusters Score -3092238 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3092308.250000 Penalty: 5076.355957
	Iteration 19Q: 3 clusters Score -3092308 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3092381.750000 Penalty: 5076.355957
	Iteration 20F: 3 clusters Score -3092382 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3092425.500000 Penalty: 5076.355957
	Iteration 21Q: 3 clusters Score -3092426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3092492.000000 Penalty: 5076.355957
	Iteration 22Q: 3 clusters Score -3092492 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3092546.000000 Penalty: 5076.355957
	Iteration 23Q: 3 clusters Score -3092546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3092584.500000 Penalty: 5076.355957
	Iteration 24Q: 3 clusters Score -3092584 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3092613.250000 Penalty: 5076.355957
	Iteration 25Q: 3 clusters Score -3092613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3092661.500000 Penalty: 5076.355957
	Iteration 26Q: 3 clusters Score -3092662 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3092695.000000 Penalty: 5076.355957
	Iteration 27Q: 3 clusters Score -3092695 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3092732.250000 Penalty: 5076.355957
	Iteration 28Q: 3 clusters Score -3092732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3092770.500000 Penalty: 5076.355957
	Iteration 29Q: 3 clusters Score -3092770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3092814.000000 Penalty: 5076.355957
	Iteration 30Q: 3 clusters Score -3092814 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3092858.750000 Penalty: 5076.355957
	Iteration 31Q: 3 clusters Score -3092859 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3092909.500000 Penalty: 5076.355957
	Iteration 32Q: 3 clusters Score -3092910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3092940.250000 Penalty: 5076.355957
	Iteration 33Q: 3 clusters Score -3092940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3092987.500000 Penalty: 5076.355957
	Iteration 34Q: 3 clusters Score -3092988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3093031.750000 Penalty: 5076.355957
	Iteration 35Q: 3 clusters Score -3093032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3093083.250000 Penalty: 5076.355957
	Iteration 36Q: 3 clusters Score -3093083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3093123.500000 Penalty: 5076.355957
	Iteration 37Q: 3 clusters Score -3093124 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3093178.000000 Penalty: 5076.355957
	Iteration 38Q: 3 clusters Score -3093178 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3093213.000000 Penalty: 5076.355957
	Iteration 39Q: 3 clusters Score -3093213 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3093241.250000 Penalty: 5076.355957
	Iteration 40F: 3 clusters Score -3093241 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3093280.500000 Penalty: 5076.355957
	Iteration 41Q: 3 clusters Score -3093280 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3093328.000000 Penalty: 5076.355957
	Iteration 42Q: 3 clusters Score -3093328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3093381.250000 Penalty: 5076.355957
	Iteration 43Q: 3 clusters Score -3093381 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3093418.250000 Penalty: 5076.355957
	Iteration 44Q: 3 clusters Score -3093418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3093463.250000 Penalty: 5076.355957
	Iteration 45Q: 3 clusters Score -3093463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3093504.250000 Penalty: 5076.355957
	Iteration 46Q: 3 clusters Score -3093504 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3093539.250000 Penalty: 5076.355957
	Iteration 47Q: 3 clusters Score -3093539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3093593.250000 Penalty: 5076.355957
	Iteration 48Q: 3 clusters Score -3093593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3093616.000000 Penalty: 5076.355957
	Iteration 49Q: 3 clusters Score -3093616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3093659.000000 Penalty: 5076.355957
	Iteration 50Q: 3 clusters Score -3093659 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3093699.250000 Penalty: 5076.355957
	Iteration 51Q: 3 clusters Score -3093699 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3093723.250000 Penalty: 5076.355957
	Iteration 52Q: 3 clusters Score -3093723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3093757.500000 Penalty: 5076.355957
	Iteration 53Q: 3 clusters Score -3093758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3093777.750000 Penalty: 5076.355957
	Iteration 54Q: 3 clusters Score -3093778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3093819.000000 Penalty: 5076.355957
	Iteration 55Q: 3 clusters Score -3093819 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3093839.250000 Penalty: 5076.355957
	Iteration 56Q: 3 clusters Score -3093839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3093878.250000 Penalty: 5076.355957
	Iteration 57Q: 3 clusters Score -3093878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3093904.250000 Penalty: 5076.355957
	Iteration 58Q: 3 clusters Score -3093904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3093941.500000 Penalty: 5076.355957
	Iteration 59Q: 3 clusters Score -3093942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3093963.250000 Penalty: 5076.355957
	Iteration 60F: 3 clusters Score -3093963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3093991.500000 Penalty: 5076.355957
	Iteration 61Q: 3 clusters Score -3093992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3094018.250000 Penalty: 5076.355957
	Iteration 62Q: 3 clusters Score -3094018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3094044.250000 Penalty: 5076.355957
	Iteration 63Q: 3 clusters Score -3094044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3094073.250000 Penalty: 5076.355957
	Iteration 64Q: 3 clusters Score -3094073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3094096.000000 Penalty: 5076.355957
	Iteration 65Q: 3 clusters Score -3094096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3094109.000000 Penalty: 5076.355957
	Iteration 66Q: 3 clusters Score -3094109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3094129.750000 Penalty: 5076.355957
	Iteration 67Q: 3 clusters Score -3094130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3094138.750000 Penalty: 5076.355957
	Iteration 68Q: 3 clusters Score -3094139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3094168.500000 Penalty: 5076.355957
	Iteration 69Q: 3 clusters Score -3094168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3094173.750000 Penalty: 5076.355957
	Iteration 70Q: 3 clusters Score -3094174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3094193.500000 Penalty: 5076.355957
	Iteration 71Q: 3 clusters Score -3094194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3094208.750000 Penalty: 5076.355957
	Iteration 72Q: 3 clusters Score -3094209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3094217.750000 Penalty: 5076.355957
	Iteration 73Q: 3 clusters Score -3094218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3094233.500000 Penalty: 5076.355957
	Iteration 74Q: 3 clusters Score -3094234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3094253.000000 Penalty: 5076.355957
	Iteration 75Q: 3 clusters Score -3094253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3094264.500000 Penalty: 5076.355957
	Iteration 76Q: 3 clusters Score -3094264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3094278.750000 Penalty: 5076.355957
	Iteration 77Q: 3 clusters Score -3094279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3094289.250000 Penalty: 5076.355957
	Iteration 78Q: 3 clusters Score -3094289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3094295.250000 Penalty: 5076.355957
	Iteration 79Q: 3 clusters Score -3094295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3094299.500000 Penalty: 5076.355957
	Iteration 80F: 3 clusters Score -3094300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3094311.000000 Penalty: 5076.355957
	Iteration 81Q: 3 clusters Score -3094311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3094315.500000 Penalty: 5076.355957
	Iteration 82Q: 3 clusters Score -3094316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3094330.750000 Penalty: 5076.355957
	Iteration 83Q: 3 clusters Score -3094331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3094334.250000 Penalty: 5076.355957
	Iteration 84Q: 3 clusters Score -3094334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3094335.250000 Penalty: 5076.355957
	Iteration 85Q: 3 clusters Score -3094335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3094337.000000 Penalty: 5076.355957
	Iteration 86Q: 3 clusters Score -3094337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3094347.500000 Penalty: 5076.355957
	Iteration 87Q: 3 clusters Score -3094348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3094346.750000 Penalty: 5076.355957
	Iteration 88Q: 3 clusters Score -3094347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3094352.250000 Penalty: 5076.355957
	Iteration 89Q: 3 clusters Score -3094352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3094359.250000 Penalty: 5076.355957
	Iteration 90Q: 3 clusters Score -3094359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3094364.250000 Penalty: 5076.355957
	Iteration 91Q: 3 clusters Score -3094364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3094369.250000 Penalty: 5076.355957
	Iteration 92Q: 3 clusters Score -3094369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3094380.750000 Penalty: 5076.355957
	Iteration 93Q: 3 clusters Score -3094381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3094388.500000 Penalty: 5076.355957
	Iteration 94Q: 3 clusters Score -3094388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3094391.500000 Penalty: 5076.355957
	Iteration 95Q: 3 clusters Score -3094392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3094392.750000 Penalty: 5076.355957
	Iteration 96Q: 3 clusters Score -3094393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3094389.250000 Penalty: 5076.355957
	Iteration 97Q: 3 clusters Score -3094389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3094401.750000 Penalty: 5076.355957
	Iteration 98Q: 3 clusters Score -3094402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3094399.250000 Penalty: 5076.355957
	Iteration 99Q: 3 clusters Score -3094399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3094406.750000 Penalty: 5076.355957
	Iteration 100F: 3 clusters Score -3094407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3094409.750000 Penalty: 5076.355957
	Iteration 101Q: 3 clusters Score -3094410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3094414.500000 Penalty: 5076.355957
	Iteration 102Q: 3 clusters Score -3094414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3094411.250000 Penalty: 5076.355957
	Iteration 103Q: 3 clusters Score -3094411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3094412.250000 Penalty: 5076.355957
	Iteration 104Q: 3 clusters Score -3094412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3094414.500000 Penalty: 5076.355957
	Iteration 105Q: 3 clusters Score -3094414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3094413.750000 Penalty: 5076.355957
	Iteration 106Q: 3 clusters Score -3094414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3094413.250000 Penalty: 5076.355957
	Iteration 107Q: 3 clusters Score -3094413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3094411.750000 Penalty: 5076.355957
	Iteration 108Q: 3 clusters Score -3094412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3094417.000000 Penalty: 5076.355957
	Iteration 109Q: 3 clusters Score -3094417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3094416.500000 Penalty: 5076.355957
	Iteration 110Q: 3 clusters Score -3094416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3094418.750000 Penalty: 5076.355957
	Iteration 111Q: 3 clusters Score -3094419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3094424.750000 Penalty: 5076.355957
	Iteration 112Q: 3 clusters Score -3094425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3094426.000000 Penalty: 5076.355957
	Iteration 113Q: 3 clusters Score -3094426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3094428.750000 Penalty: 5076.355957
	Iteration 114Q: 3 clusters Score -3094429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3094435.500000 Penalty: 5076.355957
	Iteration 115Q: 3 clusters Score -3094436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3094431.500000 Penalty: 5076.355957
	Iteration 116Q: 3 clusters Score -3094432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3094426.500000 Penalty: 5076.355957
	Iteration 117Q: 3 clusters Score -3094426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3094423.250000 Penalty: 5076.355957
	Iteration 118Q: 3 clusters Score -3094423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3094421.500000 Penalty: 5076.355957
	Iteration 119Q: 3 clusters Score -3094422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3094423.500000 Penalty: 5076.355957
	Iteration 120F: 3 clusters Score -3094424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3094427.500000 Penalty: 5076.355957
	Iteration 121Q: 3 clusters Score -3094428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3094425.250000 Penalty: 5076.355957
	Iteration 122Q: 3 clusters Score -3094425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3094428.500000 Penalty: 5076.355957
	Iteration 123Q: 3 clusters Score -3094428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3094433.500000 Penalty: 5076.355957
	Iteration 124Q: 3 clusters Score -3094434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3094431.000000 Penalty: 5076.355957
	Iteration 125Q: 3 clusters Score -3094431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3094433.500000 Penalty: 5076.355957
	Iteration 126Q: 3 clusters Score -3094434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3094432.000000 Penalty: 5076.355957
	Iteration 127Q: 3 clusters Score -3094432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3094428.250000 Penalty: 5076.355957
	Iteration 128Q: 3 clusters Score -3094428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3094431.250000 Penalty: 5076.355957
	Iteration 129Q: 3 clusters Score -3094431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3094430.250000 Penalty: 5076.355957
	Iteration 130Q: 3 clusters Score -3094430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3094430.250000 Penalty: 5076.355957
	Iteration 131F: 3 clusters Score -3094430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -432435.593750 Penalty: 2073.877441
	Iteration 0F: 2 clusters Score -432435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -428333.312500 Penalty: 4147.754883
	Iteration 0F: 3 clusters Score -428333.3 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -429350.718750 Penalty: 4147.754883
	Iteration 1F: 3 clusters Score -429350.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -429845.156250 Penalty: 4147.754883
	Iteration 2F: 3 clusters Score -429845.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -430394.093750 Penalty: 4147.754883
	Iteration 3F: 3 clusters Score -430394.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -430929.906250 Penalty: 4147.754883
	Iteration 4F: 3 clusters Score -430929.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -431272.968750 Penalty: 4147.754883
	Iteration 5F: 3 clusters Score -431273 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -431441.843750 Penalty: 4147.754883
	Iteration 6Q: 3 clusters Score -431441.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -431542.093750 Penalty: 4147.754883
	Iteration 7Q: 3 clusters Score -431542.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -431617.812500 Penalty: 4147.754883
	Iteration 8Q: 3 clusters Score -431617.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -431674.375000 Penalty: 4147.754883
	Iteration 9Q: 3 clusters Score -431674.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -431715.625000 Penalty: 4147.754883
	Iteration 10Q: 3 clusters Score -431715.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -431744.125000 Penalty: 4147.754883
	Iteration 11Q: 3 clusters Score -431744.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -431765.906250 Penalty: 4147.754883
	Iteration 12Q: 3 clusters Score -431765.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -431785.000000 Penalty: 4147.754883
	Iteration 13Q: 3 clusters Score -431785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -431802.625000 Penalty: 4147.754883
	Iteration 14Q: 3 clusters Score -431802.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431815.843750 Penalty: 4147.754883
	Iteration 15Q: 3 clusters Score -431815.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -431823.656250 Penalty: 4147.754883
	Iteration 16Q: 3 clusters Score -431823.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -431830.375000 Penalty: 4147.754883
	Iteration 17Q: 3 clusters Score -431830.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -431838.218750 Penalty: 4147.754883
	Iteration 18Q: 3 clusters Score -431838.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -431848.000000 Penalty: 4147.754883
	Iteration 19Q: 3 clusters Score -431848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -431858.843750 Penalty: 4147.754883
	Iteration 20F: 3 clusters Score -431858.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -431866.937500 Penalty: 4147.754883
	Iteration 21Q: 3 clusters Score -431866.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -431872.000000 Penalty: 4147.754883
	Iteration 22Q: 3 clusters Score -431872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -431874.875000 Penalty: 4147.754883
	Iteration 23Q: 3 clusters Score -431874.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -431875.156250 Penalty: 4147.754883
	Iteration 24Q: 3 clusters Score -431875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -431878.312500 Penalty: 4147.754883
	Iteration 25Q: 3 clusters Score -431878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -431881.156250 Penalty: 4147.754883
	Iteration 26Q: 3 clusters Score -431881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -431882.750000 Penalty: 4147.754883
	Iteration 27Q: 3 clusters Score -431882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -431883.375000 Penalty: 4147.754883
	Iteration 28Q: 3 clusters Score -431883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431884.375000 Penalty: 4147.754883
	Iteration 29Q: 3 clusters Score -431884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -431883.468750 Penalty: 4147.754883
	Iteration 30Q: 3 clusters Score -431883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -431883.468750 Penalty: 4147.754883
	Iteration 31F: 3 clusters Score -431883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Entering Unmasked Estep 
Score: -2639544.500000 Penalty: 2491.522705
	Iteration 0F: 2 clusters Score -2639544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2623540.500000 Penalty: 4983.045410
	Iteration 0F: 3 clusters Score -2623540 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2629028.500000 Penalty: 4983.045410
	Iteration 1F: 3 clusters Score -2629028 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2629560.500000 Penalty: 4983.045410
	Iteration 2F: 3 clusters Score -2629560 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2630041.750000 Penalty: 4983.045410
	Iteration 3Q: 3 clusters Score -2630042 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2630593.250000 Penalty: 4983.045410
	Iteration 4Q: 3 clusters Score -2630593 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2631297.000000 Penalty: 4983.045410
	Iteration 5Q: 3 clusters Score -2631297 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2632136.250000 Penalty: 4983.045410
	Iteration 6F: 3 clusters Score -2632136 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2633062.500000 Penalty: 4983.045410
	Iteration 7F: 3 clusters Score -2633062 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2634029.750000 Penalty: 4983.045410
	Iteration 8F: 3 clusters Score -2634030 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2634923.750000 Penalty: 4983.045410
	Iteration 9Q: 3 clusters Score -2634924 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2635672.500000 Penalty: 4983.045410
	Iteration 10Q: 3 clusters Score -2635672 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2636242.250000 Penalty: 4983.045410
	Iteration 11Q: 3 clusters Score -2636242 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2636650.250000 Penalty: 4983.045410
	Iteration 12Q: 3 clusters Score -2636650 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2636925.250000 Penalty: 4983.045410
	Iteration 13Q: 3 clusters Score -2636925 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2637112.500000 Penalty: 4983.045410
	Iteration 14Q: 3 clusters Score -2637112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2637193.250000 Penalty: 4983.045410
	Iteration 15Q: 3 clusters Score -2637193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2637264.500000 Penalty: 4983.045410
	Iteration 16Q: 3 clusters Score -2637264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2637333.750000 Penalty: 4983.045410
	Iteration 17Q: 3 clusters Score -2637334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2637366.750000 Penalty: 4983.045410
	Iteration 18Q: 3 clusters Score -2637367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2637390.750000 Penalty: 4983.045410
	Iteration 19Q: 3 clusters Score -2637391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2637415.000000 Penalty: 4983.045410
	Iteration 20F: 3 clusters Score -2637415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2637423.500000 Penalty: 4983.045410
	Iteration 21Q: 3 clusters Score -2637424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2637426.750000 Penalty: 4983.045410
	Iteration 22Q: 3 clusters Score -2637427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2637435.000000 Penalty: 4983.045410
	Iteration 23Q: 3 clusters Score -2637435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2637433.500000 Penalty: 4983.045410
	Iteration 24Q: 3 clusters Score -2637434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2637435.250000 Penalty: 4983.045410
	Iteration 25Q: 3 clusters Score -2637435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2637436.750000 Penalty: 4983.045410
	Iteration 26Q: 3 clusters Score -2637437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2637437.500000 Penalty: 4983.045410
	Iteration 27Q: 3 clusters Score -2637438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2637437.750000 Penalty: 4983.045410
	Iteration 28Q: 3 clusters Score -2637438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2637437.250000 Penalty: 4983.045410
	Iteration 29Q: 3 clusters Score -2637437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2637438.000000 Penalty: 4983.045410
	Iteration 30Q: 3 clusters Score -2637438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2637441.500000 Penalty: 4983.045410
	Iteration 31Q: 3 clusters Score -2637442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2637443.500000 Penalty: 4983.045410
	Iteration 32Q: 3 clusters Score -2637444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2637443.500000 Penalty: 4983.045410
	Iteration 33F: 3 clusters Score -2637444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -1065240.375000 Penalty: 2273.316162
	Iteration 0F: 2 clusters Score -1065240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1057805.125000 Penalty: 4546.632324
	Iteration 0F: 3 clusters Score -1057805 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1059860.000000 Penalty: 4546.632324
	Iteration 1F: 3 clusters Score -1059860 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1060151.375000 Penalty: 4546.632324
	Iteration 2F: 3 clusters Score -1060151 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1060364.000000 Penalty: 4546.632324
	Iteration 3F: 3 clusters Score -1060364 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1060552.375000 Penalty: 4546.632324
	Iteration 4Q: 3 clusters Score -1060552 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1060769.750000 Penalty: 4546.632324
	Iteration 5Q: 3 clusters Score -1060770 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1061035.750000 Penalty: 4546.632324
	Iteration 6Q: 3 clusters Score -1061036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1061378.875000 Penalty: 4546.632324
	Iteration 7F: 3 clusters Score -1061379 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1061746.750000 Penalty: 4546.632324
	Iteration 8F: 3 clusters Score -1061747 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1062149.750000 Penalty: 4546.632324
	Iteration 9F: 3 clusters Score -1062150 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1062529.625000 Penalty: 4546.632324
	Iteration 10Q: 3 clusters Score -1062530 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1062837.250000 Penalty: 4546.632324
	Iteration 11Q: 3 clusters Score -1062837 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1063092.375000 Penalty: 4546.632324
	Iteration 12Q: 3 clusters Score -1063092 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1063248.250000 Penalty: 4546.632324
	Iteration 13Q: 3 clusters Score -1063248 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1063368.000000 Penalty: 4546.632324
	Iteration 14Q: 3 clusters Score -1063368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1063446.625000 Penalty: 4546.632324
	Iteration 15Q: 3 clusters Score -1063447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1063503.625000 Penalty: 4546.632324
	Iteration 16Q: 3 clusters Score -1063504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1063546.000000 Penalty: 4546.632324
	Iteration 17Q: 3 clusters Score -1063546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1063581.875000 Penalty: 4546.632324
	Iteration 18Q: 3 clusters Score -1063582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1063602.625000 Penalty: 4546.632324
	Iteration 19Q: 3 clusters Score -1063603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1063617.750000 Penalty: 4546.632324
	Iteration 20F: 3 clusters Score -1063618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1063632.250000 Penalty: 4546.632324
	Iteration 21Q: 3 clusters Score -1063632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1063640.250000 Penalty: 4546.632324
	Iteration 22Q: 3 clusters Score -1063640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1063651.875000 Penalty: 4546.632324
	Iteration 23Q: 3 clusters Score -1063652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1063663.500000 Penalty: 4546.632324
	Iteration 24Q: 3 clusters Score -1063664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1063671.500000 Penalty: 4546.632324
	Iteration 25Q: 3 clusters Score -1063672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1063677.750000 Penalty: 4546.632324
	Iteration 26Q: 3 clusters Score -1063678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1063680.625000 Penalty: 4546.632324
	Iteration 27Q: 3 clusters Score -1063681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1063685.500000 Penalty: 4546.632324
	Iteration 28Q: 3 clusters Score -1063686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1063687.625000 Penalty: 4546.632324
	Iteration 29Q: 3 clusters Score -1063688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1063687.375000 Penalty: 4546.632324
	Iteration 30Q: 3 clusters Score -1063687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1063686.500000 Penalty: 4546.632324
	Iteration 31Q: 3 clusters Score -1063686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1063687.250000 Penalty: 4546.632324
	Iteration 32Q: 3 clusters Score -1063687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1063688.125000 Penalty: 4546.632324
	Iteration 33Q: 3 clusters Score -1063688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1063688.125000 Penalty: 4546.632324
	Iteration 34F: 3 clusters Score -1063688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -714473.937500 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -714473.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -708918.437500 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -708918.4 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -710317.562500 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -710317.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -710619.375000 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -710619.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -710920.437500 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -710920.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -711187.812500 Penalty: 4361.255371
	Iteration 4F: 3 clusters Score -711187.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -711395.437500 Penalty: 4361.255371
	Iteration 5Q: 3 clusters Score -711395.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -711545.562500 Penalty: 4361.255371
	Iteration 6Q: 3 clusters Score -711545.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -711690.062500 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -711690.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -711840.812500 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -711840.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -711980.625000 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -711980.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -712152.937500 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -712152.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -712311.562500 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -712311.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -712444.625000 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -712444.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -712537.250000 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -712537.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -712616.562500 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -712616.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -712692.875000 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -712692.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -712746.937500 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -712746.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -712793.687500 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -712793.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -712833.312500 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -712833.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -712866.937500 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -712866.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -712890.125000 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -712890.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -712908.562500 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -712908.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -712925.125000 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -712925.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -712934.250000 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -712934.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -712942.187500 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -712942.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -712948.375000 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -712948.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -712956.875000 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -712956.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -712962.062500 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -712962.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -712970.187500 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -712970.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -712975.687500 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -712975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -712977.875000 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -712977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -712980.250000 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -712980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -712984.500000 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -712984.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -712985.562500 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -712985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -712987.750000 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -712987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -712991.312500 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -712991.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -712994.687500 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -712994.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -713000.500000 Penalty: 4361.255371
	Iteration 37Q: 3 clusters Score -713000.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -713008.812500 Penalty: 4361.255371
	Iteration 38Q: 3 clusters Score -713008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -713016.562500 Penalty: 4361.255371
	Iteration 39Q: 3 clusters Score -713016.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -713023.437500 Penalty: 4361.255371
	Iteration 40F: 3 clusters Score -713023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -713029.687500 Penalty: 4361.255371
	Iteration 41Q: 3 clusters Score -713029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -713036.375000 Penalty: 4361.255371
	Iteration 42Q: 3 clusters Score -713036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -713040.062500 Penalty: 4361.255371
	Iteration 43Q: 3 clusters Score -713040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -713043.562500 Penalty: 4361.255371
	Iteration 44Q: 3 clusters Score -713043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -713048.750000 Penalty: 4361.255371
	Iteration 45Q: 3 clusters Score -713048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -713050.875000 Penalty: 4361.255371
	Iteration 46Q: 3 clusters Score -713050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -713053.687500 Penalty: 4361.255371
	Iteration 47Q: 3 clusters Score -713053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -713053.687500 Penalty: 4361.255371
	Iteration 48F: 3 clusters Score -713053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -34543.316406 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -34543.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33215.570312 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -33215.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33378.398438 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -33378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33414.925781 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -33414.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33417.289062 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -33417.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33417.992188 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -33417.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33417.992188 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -33417.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -486657.468750 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -486657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -482471.406250 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -482471.4 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -483536.031250 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -483536 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -483873.000000 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -483873 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -484115.687500 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -484115.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -484313.968750 Penalty: 4166.392578
	Iteration 4F: 3 clusters Score -484314 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -484440.468750 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -484440.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -484567.968750 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -484568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -484648.812500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -484648.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -484712.750000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -484712.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -484768.750000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -484768.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -484813.031250 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -484813 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -484869.343750 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -484869.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -484940.093750 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -484940.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -485020.312500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -485020.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -485102.718750 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -485102.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -485173.625000 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -485173.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -485220.750000 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -485220.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -485259.375000 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -485259.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -485287.218750 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -485287.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -485305.593750 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -485305.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -485322.531250 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -485322.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -485333.406250 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -485333.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -485341.937500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -485341.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -485350.187500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -485350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -485355.656250 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -485355.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -485364.593750 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -485364.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -485370.500000 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -485370.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -485376.531250 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -485376.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -485382.343750 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -485382.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -485388.000000 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -485388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -485390.500000 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -485390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -485391.593750 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -485391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -485393.687500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -485393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -485395.093750 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -485395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -485396.531250 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -485396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -485397.406250 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -485397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -485399.281250 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -485399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -485400.968750 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -485401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -485402.781250 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -485402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -485402.750000 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -485402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -485403.406250 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -485403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -485404.125000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -485404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -485404.125000 Penalty: 4166.392578
	Iteration 42F: 3 clusters Score -485404.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1386545.875000 Penalty: 2353.486328
	Iteration 0F: 2 clusters Score -1386546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1376894.250000 Penalty: 4706.972656
	Iteration 0F: 3 clusters Score -1376894 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1379851.500000 Penalty: 4706.972656
	Iteration 1F: 3 clusters Score -1379852 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1380185.500000 Penalty: 4706.972656
	Iteration 2F: 3 clusters Score -1380186 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1380444.250000 Penalty: 4706.972656
	Iteration 3Q: 3 clusters Score -1380444 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1380705.000000 Penalty: 4706.972656
	Iteration 4Q: 3 clusters Score -1380705 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1380954.000000 Penalty: 4706.972656
	Iteration 5Q: 3 clusters Score -1380954 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1381258.000000 Penalty: 4706.972656
	Iteration 6Q: 3 clusters Score -1381258 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1381615.375000 Penalty: 4706.972656
	Iteration 7Q: 3 clusters Score -1381615 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1382049.875000 Penalty: 4706.972656
	Iteration 8Q: 3 clusters Score -1382050 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1382491.125000 Penalty: 4706.972656
	Iteration 9Q: 3 clusters Score -1382491 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1382939.125000 Penalty: 4706.972656
	Iteration 10Q: 3 clusters Score -1382939 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1383375.375000 Penalty: 4706.972656
	Iteration 11Q: 3 clusters Score -1383375 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1383718.875000 Penalty: 4706.972656
	Iteration 12Q: 3 clusters Score -1383719 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1383966.375000 Penalty: 4706.972656
	Iteration 13Q: 3 clusters Score -1383966 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1384130.875000 Penalty: 4706.972656
	Iteration 14Q: 3 clusters Score -1384131 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1384261.000000 Penalty: 4706.972656
	Iteration 15Q: 3 clusters Score -1384261 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1384354.750000 Penalty: 4706.972656
	Iteration 16Q: 3 clusters Score -1384355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1384426.875000 Penalty: 4706.972656
	Iteration 17Q: 3 clusters Score -1384427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1384474.500000 Penalty: 4706.972656
	Iteration 18Q: 3 clusters Score -1384474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1384510.375000 Penalty: 4706.972656
	Iteration 19Q: 3 clusters Score -1384510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1384536.375000 Penalty: 4706.972656
	Iteration 20F: 3 clusters Score -1384536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1384549.750000 Penalty: 4706.972656
	Iteration 21Q: 3 clusters Score -1384550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1384551.250000 Penalty: 4706.972656
	Iteration 22Q: 3 clusters Score -1384551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1384554.125000 Penalty: 4706.972656
	Iteration 23Q: 3 clusters Score -1384554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1384563.250000 Penalty: 4706.972656
	Iteration 24Q: 3 clusters Score -1384563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1384561.750000 Penalty: 4706.972656
	Iteration 25Q: 3 clusters Score -1384562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1384562.625000 Penalty: 4706.972656
	Iteration 26Q: 3 clusters Score -1384563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1384563.500000 Penalty: 4706.972656
	Iteration 27Q: 3 clusters Score -1384564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1384565.750000 Penalty: 4706.972656
	Iteration 28Q: 3 clusters Score -1384566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1384565.125000 Penalty: 4706.972656
	Iteration 29Q: 3 clusters Score -1384565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1384572.750000 Penalty: 4706.972656
	Iteration 30Q: 3 clusters Score -1384573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1384576.250000 Penalty: 4706.972656
	Iteration 31Q: 3 clusters Score -1384576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1384578.875000 Penalty: 4706.972656
	Iteration 32Q: 3 clusters Score -1384579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1384581.125000 Penalty: 4706.972656
	Iteration 33Q: 3 clusters Score -1384581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1384581.125000 Penalty: 4706.972656
	Iteration 34F: 3 clusters Score -1384581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -578276.750000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -578276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -573653.812500 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -573653.8 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -574730.562500 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -574730.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -575016.562500 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -575016.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -575212.125000 Penalty: 4240.535645
	Iteration 3F: 3 clusters Score -575212.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -575350.625000 Penalty: 4240.535645
	Iteration 4Q: 3 clusters Score -575350.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -575464.562500 Penalty: 4240.535645
	Iteration 5Q: 3 clusters Score -575464.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -575562.875000 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -575562.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -575642.312500 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -575642.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -575710.812500 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -575710.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -575770.250000 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -575770.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -575817.625000 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -575817.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -575856.375000 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -575856.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -575884.687500 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -575884.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -575911.812500 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -575911.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -575936.312500 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -575936.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -575955.500000 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -575955.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -575978.437500 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -575978.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -575993.875000 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -575993.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -576010.937500 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -576010.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -576028.937500 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -576028.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -576043.625000 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -576043.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -576064.375000 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -576064.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -576082.250000 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -576082.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -576102.750000 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -576102.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -576117.500000 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -576117.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -576130.250000 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -576130.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -576141.062500 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -576141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -576151.437500 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -576151.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -576160.875000 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -576160.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -576168.437500 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -576168.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -576174.687500 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -576174.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -576180.625000 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -576180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -576187.937500 Penalty: 4240.535645
	Iteration 32Q: 3 clusters Score -576187.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -576195.937500 Penalty: 4240.535645
	Iteration 33Q: 3 clusters Score -576195.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -576205.437500 Penalty: 4240.535645
	Iteration 34Q: 3 clusters Score -576205.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -576212.812500 Penalty: 4240.535645
	Iteration 35Q: 3 clusters Score -576212.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -576223.062500 Penalty: 4240.535645
	Iteration 36Q: 3 clusters Score -576223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -576228.937500 Penalty: 4240.535645
	Iteration 37Q: 3 clusters Score -576228.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -576234.062500 Penalty: 4240.535645
	Iteration 38Q: 3 clusters Score -576234.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -576239.437500 Penalty: 4240.535645
	Iteration 39Q: 3 clusters Score -576239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -576243.000000 Penalty: 4240.535645
	Iteration 40F: 3 clusters Score -576243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -576245.625000 Penalty: 4240.535645
	Iteration 41Q: 3 clusters Score -576245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -576248.937500 Penalty: 4240.535645
	Iteration 42Q: 3 clusters Score -576248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -576251.250000 Penalty: 4240.535645
	Iteration 43Q: 3 clusters Score -576251.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -576252.187500 Penalty: 4240.535645
	Iteration 44Q: 3 clusters Score -576252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -576252.937500 Penalty: 4240.535645
	Iteration 45Q: 3 clusters Score -576252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -576256.250000 Penalty: 4240.535645
	Iteration 46Q: 3 clusters Score -576256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -576257.125000 Penalty: 4240.535645
	Iteration 47Q: 3 clusters Score -576257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -576256.687500 Penalty: 4240.535645
	Iteration 48Q: 3 clusters Score -576256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -576257.375000 Penalty: 4240.535645
	Iteration 49Q: 3 clusters Score -576257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -576258.187500 Penalty: 4240.535645
	Iteration 50Q: 3 clusters Score -576258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -576258.187500 Penalty: 4240.535645
	Iteration 51F: 3 clusters Score -576258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Entering Unmasked Estep 
Score: -3679757.500000 Penalty: 2580.249756
	Iteration 0F: 2 clusters Score -3679758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3657309.250000 Penalty: 5160.499512
	Iteration 0F: 3 clusters Score -3657309 nChanged 14954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3665541.500000 Penalty: 5160.499512
	Iteration 1F: 3 clusters Score -3665542 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3666065.250000 Penalty: 5160.499512
	Iteration 2Q: 3 clusters Score -3666065 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3666568.500000 Penalty: 5160.499512
	Iteration 3Q: 3 clusters Score -3666568 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3667130.250000 Penalty: 5160.499512
	Iteration 4Q: 3 clusters Score -3667130 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3667824.000000 Penalty: 5160.499512
	Iteration 5Q: 3 clusters Score -3667824 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3668686.250000 Penalty: 5160.499512
	Iteration 6F: 3 clusters Score -3668686 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3669800.500000 Penalty: 5160.499512
	Iteration 7F: 3 clusters Score -3669800 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3671072.500000 Penalty: 5160.499512
	Iteration 8F: 3 clusters Score -3671072 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3672468.500000 Penalty: 5160.499512
	Iteration 9F: 3 clusters Score -3672468 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3673688.500000 Penalty: 5160.499512
	Iteration 10F: 3 clusters Score -3673688 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3674695.500000 Penalty: 5160.499512
	Iteration 11Q: 3 clusters Score -3674696 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3675401.750000 Penalty: 5160.499512
	Iteration 12Q: 3 clusters Score -3675402 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3675867.000000 Penalty: 5160.499512
	Iteration 13Q: 3 clusters Score -3675867 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3676228.500000 Penalty: 5160.499512
	Iteration 14Q: 3 clusters Score -3676228 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3676466.750000 Penalty: 5160.499512
	Iteration 15Q: 3 clusters Score -3676467 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3676659.250000 Penalty: 5160.499512
	Iteration 16Q: 3 clusters Score -3676659 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3676808.500000 Penalty: 5160.499512
	Iteration 17Q: 3 clusters Score -3676808 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3676946.750000 Penalty: 5160.499512
	Iteration 18Q: 3 clusters Score -3676947 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3677055.750000 Penalty: 5160.499512
	Iteration 19Q: 3 clusters Score -3677056 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3677132.250000 Penalty: 5160.499512
	Iteration 20F: 3 clusters Score -3677132 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3677201.750000 Penalty: 5160.499512
	Iteration 21Q: 3 clusters Score -3677202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3677254.000000 Penalty: 5160.499512
	Iteration 22Q: 3 clusters Score -3677254 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3677310.000000 Penalty: 5160.499512
	Iteration 23Q: 3 clusters Score -3677310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3677343.000000 Penalty: 5160.499512
	Iteration 24Q: 3 clusters Score -3677343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3677388.500000 Penalty: 5160.499512
	Iteration 25Q: 3 clusters Score -3677388 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3677425.750000 Penalty: 5160.499512
	Iteration 26Q: 3 clusters Score -3677426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3677461.250000 Penalty: 5160.499512
	Iteration 27Q: 3 clusters Score -3677461 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3677487.750000 Penalty: 5160.499512
	Iteration 28Q: 3 clusters Score -3677488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3677515.250000 Penalty: 5160.499512
	Iteration 29Q: 3 clusters Score -3677515 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3677531.000000 Penalty: 5160.499512
	Iteration 30Q: 3 clusters Score -3677531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3677541.750000 Penalty: 5160.499512
	Iteration 31Q: 3 clusters Score -3677542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3677558.250000 Penalty: 5160.499512
	Iteration 32Q: 3 clusters Score -3677558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3677564.750000 Penalty: 5160.499512
	Iteration 33Q: 3 clusters Score -3677565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3677580.000000 Penalty: 5160.499512
	Iteration 34Q: 3 clusters Score -3677580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3677581.500000 Penalty: 5160.499512
	Iteration 35Q: 3 clusters Score -3677582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3677599.250000 Penalty: 5160.499512
	Iteration 36Q: 3 clusters Score -3677599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3677607.000000 Penalty: 5160.499512
	Iteration 37Q: 3 clusters Score -3677607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3677633.750000 Penalty: 5160.499512
	Iteration 38Q: 3 clusters Score -3677634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3677648.250000 Penalty: 5160.499512
	Iteration 39Q: 3 clusters Score -3677648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3677661.000000 Penalty: 5160.499512
	Iteration 40F: 3 clusters Score -3677661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3677680.750000 Penalty: 5160.499512
	Iteration 41Q: 3 clusters Score -3677681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3677702.250000 Penalty: 5160.499512
	Iteration 42Q: 3 clusters Score -3677702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3677717.500000 Penalty: 5160.499512
	Iteration 43Q: 3 clusters Score -3677718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3677727.000000 Penalty: 5160.499512
	Iteration 44Q: 3 clusters Score -3677727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3677742.250000 Penalty: 5160.499512
	Iteration 45Q: 3 clusters Score -3677742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3677754.250000 Penalty: 5160.499512
	Iteration 46Q: 3 clusters Score -3677754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3677750.000000 Penalty: 5160.499512
	Iteration 47Q: 3 clusters Score -3677750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3677759.500000 Penalty: 5160.499512
	Iteration 48Q: 3 clusters Score -3677760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3677759.500000 Penalty: 5160.499512
	Iteration 49Q: 3 clusters Score -3677760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3677770.000000 Penalty: 5160.499512
	Iteration 50Q: 3 clusters Score -3677770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3677771.750000 Penalty: 5160.499512
	Iteration 51Q: 3 clusters Score -3677772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3677772.000000 Penalty: 5160.499512
	Iteration 52Q: 3 clusters Score -3677772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3677773.500000 Penalty: 5160.499512
	Iteration 53Q: 3 clusters Score -3677774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3677777.250000 Penalty: 5160.499512
	Iteration 54Q: 3 clusters Score -3677777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3677778.500000 Penalty: 5160.499512
	Iteration 55Q: 3 clusters Score -3677778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3677779.750000 Penalty: 5160.499512
	Iteration 56Q: 3 clusters Score -3677780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3677781.250000 Penalty: 5160.499512
	Iteration 57Q: 3 clusters Score -3677781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3677776.750000 Penalty: 5160.499512
	Iteration 58Q: 3 clusters Score -3677777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3677783.000000 Penalty: 5160.499512
	Iteration 59Q: 3 clusters Score -3677783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3677789.500000 Penalty: 5160.499512
	Iteration 60F: 3 clusters Score -3677790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3677795.250000 Penalty: 5160.499512
	Iteration 61Q: 3 clusters Score -3677795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3677794.000000 Penalty: 5160.499512
	Iteration 62Q: 3 clusters Score -3677794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3677795.500000 Penalty: 5160.499512
	Iteration 63Q: 3 clusters Score -3677796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3677802.750000 Penalty: 5160.499512
	Iteration 64Q: 3 clusters Score -3677803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3677801.000000 Penalty: 5160.499512
	Iteration 65Q: 3 clusters Score -3677801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3677800.000000 Penalty: 5160.499512
	Iteration 66Q: 3 clusters Score -3677800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3677801.000000 Penalty: 5160.499512
	Iteration 67Q: 3 clusters Score -3677801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3677804.750000 Penalty: 5160.499512
	Iteration 68Q: 3 clusters Score -3677805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3677804.250000 Penalty: 5160.499512
	Iteration 69Q: 3 clusters Score -3677804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3677802.750000 Penalty: 5160.499512
	Iteration 70Q: 3 clusters Score -3677803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3677801.750000 Penalty: 5160.499512
	Iteration 71Q: 3 clusters Score -3677802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3677801.750000 Penalty: 5160.499512
	Iteration 72Q: 3 clusters Score -3677802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3677803.250000 Penalty: 5160.499512
	Iteration 73Q: 3 clusters Score -3677803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3677803.250000 Penalty: 5160.499512
	Iteration 74F: 3 clusters Score -3677803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Entering Unmasked Estep 
Score: -1760997.000000 Penalty: 2390.779053
	Iteration 0F: 2 clusters Score -1760997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1749943.125000 Penalty: 4781.558105
	Iteration 0F: 3 clusters Score -1749943 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1753440.000000 Penalty: 4781.558105
	Iteration 1F: 3 clusters Score -1753440 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1753824.500000 Penalty: 4781.558105
	Iteration 2F: 3 clusters Score -1753824 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1754184.500000 Penalty: 4781.558105
	Iteration 3F: 3 clusters Score -1754184 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1754572.250000 Penalty: 4781.558105
	Iteration 4F: 3 clusters Score -1754572 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1755012.750000 Penalty: 4781.558105
	Iteration 5F: 3 clusters Score -1755013 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1755550.375000 Penalty: 4781.558105
	Iteration 6F: 3 clusters Score -1755550 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1756267.125000 Penalty: 4781.558105
	Iteration 7F: 3 clusters Score -1756267 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1757073.250000 Penalty: 4781.558105
	Iteration 8F: 3 clusters Score -1757073 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1757770.875000 Penalty: 4781.558105
	Iteration 9F: 3 clusters Score -1757771 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1758275.125000 Penalty: 4781.558105
	Iteration 10Q: 3 clusters Score -1758275 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1758577.625000 Penalty: 4781.558105
	Iteration 11Q: 3 clusters Score -1758578 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1758762.000000 Penalty: 4781.558105
	Iteration 12Q: 3 clusters Score -1758762 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1758887.000000 Penalty: 4781.558105
	Iteration 13Q: 3 clusters Score -1758887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1758966.625000 Penalty: 4781.558105
	Iteration 14Q: 3 clusters Score -1758967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1759020.375000 Penalty: 4781.558105
	Iteration 15Q: 3 clusters Score -1759020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1759043.375000 Penalty: 4781.558105
	Iteration 16Q: 3 clusters Score -1759043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1759067.750000 Penalty: 4781.558105
	Iteration 17Q: 3 clusters Score -1759068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1759083.000000 Penalty: 4781.558105
	Iteration 18Q: 3 clusters Score -1759083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1759094.750000 Penalty: 4781.558105
	Iteration 19Q: 3 clusters Score -1759095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1759104.625000 Penalty: 4781.558105
	Iteration 20F: 3 clusters Score -1759105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1759111.000000 Penalty: 4781.558105
	Iteration 21Q: 3 clusters Score -1759111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1759112.375000 Penalty: 4781.558105
	Iteration 22Q: 3 clusters Score -1759112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1759118.000000 Penalty: 4781.558105
	Iteration 23Q: 3 clusters Score -1759118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1759126.375000 Penalty: 4781.558105
	Iteration 24Q: 3 clusters Score -1759126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1759127.625000 Penalty: 4781.558105
	Iteration 25Q: 3 clusters Score -1759128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1759129.875000 Penalty: 4781.558105
	Iteration 26Q: 3 clusters Score -1759130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1759128.625000 Penalty: 4781.558105
	Iteration 27Q: 3 clusters Score -1759129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1759131.250000 Penalty: 4781.558105
	Iteration 28Q: 3 clusters Score -1759131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1759133.875000 Penalty: 4781.558105
	Iteration 29Q: 3 clusters Score -1759134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1759135.500000 Penalty: 4781.558105
	Iteration 30Q: 3 clusters Score -1759136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1759135.750000 Penalty: 4781.558105
	Iteration 31Q: 3 clusters Score -1759136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1759135.750000 Penalty: 4781.558105
	Iteration 32F: 3 clusters Score -1759136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24136.501953 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24136.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24268.076172 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24268.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24291.740234 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24291.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24339.976562 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24339.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24398.367188 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24398.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24425.951172 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24425.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24464.718750 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24464.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24483.070312 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24483.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24487.365234 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24487.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24490.488281 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24490.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24490.488281 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -24490.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -51921.062500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -51921.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50393.261719 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50393.26 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50595.980469 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -50595.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50648.804688 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -50648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50670.339844 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -50670.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50682.433594 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -50682.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50696.421875 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -50696.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50700.769531 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -50700.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50700.769531 Penalty: 3097.106689
	Iteration 7F: 3 clusters Score -50700.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Entering Unmasked Estep 
Score: -12334768.000000 Penalty: 2876.409180
	Iteration 0F: 2 clusters Score -1.233477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -12261803.000000 Penalty: 5752.818359
	Iteration 0F: 3 clusters Score -1.22618e+07 nChanged 51697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -12290785.000000 Penalty: 5752.818359
	Iteration 1F: 3 clusters Score -1.229078e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -12291456.000000 Penalty: 5752.818359
	Iteration 2Q: 3 clusters Score -1.229146e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -12292090.000000 Penalty: 5752.818359
	Iteration 3Q: 3 clusters Score -1.229209e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -12292694.000000 Penalty: 5752.818359
	Iteration 4Q: 3 clusters Score -1.229269e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -12293498.000000 Penalty: 5752.818359
	Iteration 5Q: 3 clusters Score -1.22935e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -12294465.000000 Penalty: 5752.818359
	Iteration 6Q: 3 clusters Score -1.229446e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -12295843.000000 Penalty: 5752.818359
	Iteration 7Q: 3 clusters Score -1.229584e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -12297987.000000 Penalty: 5752.818359
	Iteration 8Q: 3 clusters Score -1.229799e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -12301439.000000 Penalty: 5752.818359
	Iteration 9F: 3 clusters Score -1.230144e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -12306945.000000 Penalty: 5752.818359
	Iteration 10F: 3 clusters Score -1.230694e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -12314292.000000 Penalty: 5752.818359
	Iteration 11F: 3 clusters Score -1.231429e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -12321372.000000 Penalty: 5752.818359
	Iteration 12F: 3 clusters Score -1.232137e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -12326764.000000 Penalty: 5752.818359
	Iteration 13F: 3 clusters Score -1.232676e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -12329937.000000 Penalty: 5752.818359
	Iteration 14Q: 3 clusters Score -1.232994e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -12331293.000000 Penalty: 5752.818359
	Iteration 15Q: 3 clusters Score -1.233129e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -12331805.000000 Penalty: 5752.818359
	Iteration 16Q: 3 clusters Score -1.23318e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -12331968.000000 Penalty: 5752.818359
	Iteration 17Q: 3 clusters Score -1.233197e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -12332071.000000 Penalty: 5752.818359
	Iteration 18Q: 3 clusters Score -1.233207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -12332117.000000 Penalty: 5752.818359
	Iteration 19Q: 3 clusters Score -1.233212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -12332126.000000 Penalty: 5752.818359
	Iteration 20F: 3 clusters Score -1.233213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -12332162.000000 Penalty: 5752.818359
	Iteration 21Q: 3 clusters Score -1.233216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108673 members 
Entering Unmasked Estep 
Score: -12332169.000000 Penalty: 5752.818359
	Iteration 22Q: 3 clusters Score -1.233217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -12332188.000000 Penalty: 5752.818359
	Iteration 23Q: 3 clusters Score -1.233219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -12332176.000000 Penalty: 5752.818359
	Iteration 24Q: 3 clusters Score -1.233218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -12332187.000000 Penalty: 5752.818359
	Iteration 25Q: 3 clusters Score -1.233219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -12332200.000000 Penalty: 5752.818359
	Iteration 26Q: 3 clusters Score -1.23322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 108692 members 
Entering Unmasked Estep 
Score: -12332203.000000 Penalty: 5752.818359
	Iteration 27Q: 3 clusters Score -1.23322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -12332208.000000 Penalty: 5752.818359
	Iteration 28Q: 3 clusters Score -1.233221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -12332216.000000 Penalty: 5752.818359
	Iteration 29Q: 3 clusters Score -1.233222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -12332219.000000 Penalty: 5752.818359
	Iteration 30Q: 3 clusters Score -1.233222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -12332219.000000 Penalty: 5752.818359
	Iteration 31F: 3 clusters Score -1.233222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.156250 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127695.171875 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127695.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128011.054688 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -128011.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128092.453125 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128092.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128142.757812 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128172.742188 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128172.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128193.132812 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128200.453125 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128202.804688 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128202.804688 Penalty: 3510.020264
	Iteration 8F: 3 clusters Score -128202.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Entering Unmasked Estep 
Score: -2117687.750000 Penalty: 2443.800537
	Iteration 0F: 2 clusters Score -2117688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2104330.250000 Penalty: 4887.601074
	Iteration 0F: 3 clusters Score -2104330 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2108876.250000 Penalty: 4887.601074
	Iteration 1F: 3 clusters Score -2108876 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2109489.750000 Penalty: 4887.601074
	Iteration 2F: 3 clusters Score -2109490 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2110233.750000 Penalty: 4887.601074
	Iteration 3F: 3 clusters Score -2110234 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2111247.500000 Penalty: 4887.601074
	Iteration 4F: 3 clusters Score -2111248 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2112501.500000 Penalty: 4887.601074
	Iteration 5F: 3 clusters Score -2112502 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2113868.000000 Penalty: 4887.601074
	Iteration 6F: 3 clusters Score -2113868 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2115174.000000 Penalty: 4887.601074
	Iteration 7F: 3 clusters Score -2115174 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2116110.750000 Penalty: 4887.601074
	Iteration 8F: 3 clusters Score -2116111 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2116737.000000 Penalty: 4887.601074
	Iteration 9Q: 3 clusters Score -2116737 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2117159.500000 Penalty: 4887.601074
	Iteration 10Q: 3 clusters Score -2117160 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2117384.000000 Penalty: 4887.601074
	Iteration 11Q: 3 clusters Score -2117384 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2117483.000000 Penalty: 4887.601074
	Iteration 12Q: 3 clusters Score -2117483 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2117550.000000 Penalty: 4887.601074
	Iteration 13Q: 3 clusters Score -2117550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2117595.250000 Penalty: 4887.601074
	Iteration 14Q: 3 clusters Score -2117595 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2117630.750000 Penalty: 4887.601074
	Iteration 15Q: 3 clusters Score -2117631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2117657.250000 Penalty: 4887.601074
	Iteration 16Q: 3 clusters Score -2117657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2117670.750000 Penalty: 4887.601074
	Iteration 17Q: 3 clusters Score -2117671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2117678.250000 Penalty: 4887.601074
	Iteration 18Q: 3 clusters Score -2117678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2117688.500000 Penalty: 4887.601074
	Iteration 19Q: 3 clusters Score -2117688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2117696.500000 Penalty: 4887.601074
	Iteration 20F: 3 clusters Score -2117696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2117697.500000 Penalty: 4887.601074
	Iteration 21Q: 3 clusters Score -2117698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2117705.250000 Penalty: 4887.601074
	Iteration 22Q: 3 clusters Score -2117705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2117703.750000 Penalty: 4887.601074
	Iteration 23Q: 3 clusters Score -2117704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2117705.000000 Penalty: 4887.601074
	Iteration 24Q: 3 clusters Score -2117705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2117701.750000 Penalty: 4887.601074
	Iteration 25Q: 3 clusters Score -2117702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2117707.750000 Penalty: 4887.601074
	Iteration 26Q: 3 clusters Score -2117708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2117710.250000 Penalty: 4887.601074
	Iteration 27Q: 3 clusters Score -2117710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2117709.500000 Penalty: 4887.601074
	Iteration 28Q: 3 clusters Score -2117710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2117716.000000 Penalty: 4887.601074
	Iteration 29Q: 3 clusters Score -2117716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2117721.250000 Penalty: 4887.601074
	Iteration 30Q: 3 clusters Score -2117721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2117718.000000 Penalty: 4887.601074
	Iteration 31Q: 3 clusters Score -2117718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2117719.250000 Penalty: 4887.601074
	Iteration 32Q: 3 clusters Score -2117719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2117717.000000 Penalty: 4887.601074
	Iteration 33Q: 3 clusters Score -2117717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2117717.000000 Penalty: 4887.601074
	Iteration 34Q: 3 clusters Score -2117717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2117715.500000 Penalty: 4887.601074
	Iteration 35Q: 3 clusters Score -2117716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2117715.250000 Penalty: 4887.601074
	Iteration 36Q: 3 clusters Score -2117715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2117712.750000 Penalty: 4887.601074
	Iteration 37Q: 3 clusters Score -2117713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2117714.000000 Penalty: 4887.601074
	Iteration 38Q: 3 clusters Score -2117714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2117717.000000 Penalty: 4887.601074
	Iteration 39Q: 3 clusters Score -2117717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2117718.750000 Penalty: 4887.601074
	Iteration 40F: 3 clusters Score -2117719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2117724.000000 Penalty: 4887.601074
	Iteration 41Q: 3 clusters Score -2117724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2117720.250000 Penalty: 4887.601074
	Iteration 42Q: 3 clusters Score -2117720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2117720.500000 Penalty: 4887.601074
	Iteration 43Q: 3 clusters Score -2117720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2117724.750000 Penalty: 4887.601074
	Iteration 44Q: 3 clusters Score -2117725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2117724.000000 Penalty: 4887.601074
	Iteration 45Q: 3 clusters Score -2117724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2117728.250000 Penalty: 4887.601074
	Iteration 46Q: 3 clusters Score -2117728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2117733.750000 Penalty: 4887.601074
	Iteration 47Q: 3 clusters Score -2117734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2117732.500000 Penalty: 4887.601074
	Iteration 48Q: 3 clusters Score -2117732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2117734.750000 Penalty: 4887.601074
	Iteration 49Q: 3 clusters Score -2117735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2117734.250000 Penalty: 4887.601074
	Iteration 50Q: 3 clusters Score -2117734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2117730.250000 Penalty: 4887.601074
	Iteration 51Q: 3 clusters Score -2117730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2117729.750000 Penalty: 4887.601074
	Iteration 52Q: 3 clusters Score -2117730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2117731.000000 Penalty: 4887.601074
	Iteration 53Q: 3 clusters Score -2117731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2117731.250000 Penalty: 4887.601074
	Iteration 54Q: 3 clusters Score -2117731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2117729.500000 Penalty: 4887.601074
	Iteration 55Q: 3 clusters Score -2117730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2117729.500000 Penalty: 4887.601074
	Iteration 56Q: 3 clusters Score -2117730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2117729.500000 Penalty: 4887.601074
	Iteration 57F: 3 clusters Score -2117730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69087 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42261 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 104684 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 4171 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344134 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31538 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14864 members 
Entering Unmasked Estep 
Score: -110908704.000000 Penalty: 144037.250000
Splitting cluster 31 changes total score from -110909512.000000 to -110908704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -591066.500000 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -591066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -585973.062500 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -585973.1 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -587357.687500 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -587357.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -587681.687500 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -587681.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -587935.062500 Penalty: 4308.971191
	Iteration 3F: 3 clusters Score -587935.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -588173.437500 Penalty: 4308.971191
	Iteration 4F: 3 clusters Score -588173.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -588397.187500 Penalty: 4308.971191
	Iteration 5F: 3 clusters Score -588397.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -588589.312500 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -588589.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -588746.625000 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -588746.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -588887.000000 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -588887 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -589006.062500 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -589006.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -589102.687500 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -589102.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -589190.250000 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -589190.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -589248.500000 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -589248.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -589290.000000 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -589290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -589332.625000 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -589332.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -589366.375000 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -589366.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -589392.000000 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -589392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -589420.562500 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -589420.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -589437.375000 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -589437.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -589452.062500 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -589452.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -589472.250000 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -589472.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -589487.687500 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -589487.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -589498.000000 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -589498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -589505.625000 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -589505.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -589511.750000 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -589511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -589516.875000 Penalty: 4308.971191
	Iteration 25Q: 3 clusters Score -589516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -589519.750000 Penalty: 4308.971191
	Iteration 26Q: 3 clusters Score -589519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -589520.562500 Penalty: 4308.971191
	Iteration 27Q: 3 clusters Score -589520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -589525.125000 Penalty: 4308.971191
	Iteration 28Q: 3 clusters Score -589525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -589525.687500 Penalty: 4308.971191
	Iteration 29Q: 3 clusters Score -589525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -589528.437500 Penalty: 4308.971191
	Iteration 30Q: 3 clusters Score -589528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -589529.937500 Penalty: 4308.971191
	Iteration 31Q: 3 clusters Score -589529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -589530.687500 Penalty: 4308.971191
	Iteration 32Q: 3 clusters Score -589530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -589529.875000 Penalty: 4308.971191
	Iteration 33Q: 3 clusters Score -589529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -589530.812500 Penalty: 4308.971191
	Iteration 34Q: 3 clusters Score -589530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -589531.250000 Penalty: 4308.971191
	Iteration 35Q: 3 clusters Score -589531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -589533.250000 Penalty: 4308.971191
	Iteration 36Q: 3 clusters Score -589533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -589532.875000 Penalty: 4308.971191
	Iteration 37Q: 3 clusters Score -589532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -589533.062500 Penalty: 4308.971191
	Iteration 38Q: 3 clusters Score -589533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -589533.062500 Penalty: 4308.971191
	Iteration 39F: 3 clusters Score -589533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (344134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344134 members 
Entering Unmasked Estep 
Score: -38720952.000000 Penalty: 3161.698975
	Iteration 0F: 2 clusters Score -3.872095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171641 members 
Mstep: Class 2 contains 172493 members 
Entering Unmasked Estep 
Score: -38525444.000000 Penalty: 6323.397949
	Iteration 0F: 3 clusters Score -3.852544e+07 nChanged 167389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159436 members 
Mstep: Class 2 contains 184698 members 
Entering Unmasked Estep 
Score: -38626520.000000 Penalty: 6323.397949
	Iteration 1F: 3 clusters Score -3.862652e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152599 members 
Mstep: Class 2 contains 191535 members 
Entering Unmasked Estep 
Score: -38629712.000000 Penalty: 6323.397949
	Iteration 2Q: 3 clusters Score -3.862971e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 201795 members 
Entering Unmasked Estep 
Score: -38634496.000000 Penalty: 6323.397949
	Iteration 3Q: 3 clusters Score -3.86345e+07 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 216787 members 
Entering Unmasked Estep 
Score: -38642640.000000 Penalty: 6323.397949
	Iteration 4Q: 3 clusters Score -3.864264e+07 nChanged 21745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 237466 members 
Entering Unmasked Estep 
Score: -38655796.000000 Penalty: 6323.397949
	Iteration 5F: 3 clusters Score -3.86558e+07 nChanged 26937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 264141 members 
Entering Unmasked Estep 
Score: -38676280.000000 Penalty: 6323.397949
	Iteration 6F: 3 clusters Score -3.867628e+07 nChanged 29499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 293612 members 
Entering Unmasked Estep 
Score: -38700128.000000 Penalty: 6323.397949
	Iteration 7F: 3 clusters Score -3.870013e+07 nChanged 25942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 319554 members 
Entering Unmasked Estep 
Score: -38711936.000000 Penalty: 6323.397949
	Iteration 8F: 3 clusters Score -3.871194e+07 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 334843 members 
Entering Unmasked Estep 
Score: -38716120.000000 Penalty: 6323.397949
	Iteration 9Q: 3 clusters Score -3.871612e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 341188 members 
Entering Unmasked Estep 
Score: -38717248.000000 Penalty: 6323.397949
	Iteration 10Q: 3 clusters Score -3.871725e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 343160 members 
Entering Unmasked Estep 
Score: -38717764.000000 Penalty: 6323.397949
	Iteration 11Q: 3 clusters Score -3.871776e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 343650 members 
Entering Unmasked Estep 
Score: -38717984.000000 Penalty: 6323.397949
	Iteration 12Q: 3 clusters Score -3.871798e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 343792 members 
Entering Unmasked Estep 
Score: -38718200.000000 Penalty: 6323.397949
	Iteration 13Q: 3 clusters Score -3.87182e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 343833 members 
Entering Unmasked Estep 
Score: -38718236.000000 Penalty: 6323.397949
	Iteration 14Q: 3 clusters Score -3.871824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343854 members 
Entering Unmasked Estep 
Score: -38718280.000000 Penalty: 6323.397949
	Iteration 15Q: 3 clusters Score -3.871828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 343861 members 
Entering Unmasked Estep 
Score: -38718288.000000 Penalty: 6323.397949
	Iteration 16Q: 3 clusters Score -3.871829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 343870 members 
Entering Unmasked Estep 
Score: -38718312.000000 Penalty: 6323.397949
	Iteration 17Q: 3 clusters Score -3.871831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 343880 members 
Entering Unmasked Estep 
Score: -38718312.000000 Penalty: 6323.397949
	Iteration 18Q: 3 clusters Score -3.871831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 343881 members 
Entering Unmasked Estep 
Score: -38718364.000000 Penalty: 6323.397949
	Iteration 19Q: 3 clusters Score -3.871836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343883 members 
Entering Unmasked Estep 
Score: -38718352.000000 Penalty: 6323.397949
	Iteration 20F: 3 clusters Score -3.871835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 343886 members 
Entering Unmasked Estep 
Score: -38718344.000000 Penalty: 6323.397949
	Iteration 21Q: 3 clusters Score -3.871834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 343892 members 
Entering Unmasked Estep 
Score: -38718288.000000 Penalty: 6323.397949
	Iteration 22Q: 3 clusters Score -3.871829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 343893 members 
Entering Unmasked Estep 
Score: -38718332.000000 Penalty: 6323.397949
	Iteration 23Q: 3 clusters Score -3.871833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 343897 members 
Entering Unmasked Estep 
Score: -38718328.000000 Penalty: 6323.397949
	Iteration 24Q: 3 clusters Score -3.871833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 343898 members 
Entering Unmasked Estep 
Score: -38718360.000000 Penalty: 6323.397949
	Iteration 25Q: 3 clusters Score -3.871836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 343896 members 
Entering Unmasked Estep 
Score: -38718364.000000 Penalty: 6323.397949
	Iteration 26Q: 3 clusters Score -3.871836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 343893 members 
Entering Unmasked Estep 
Score: -38718356.000000 Penalty: 6323.397949
	Iteration 27Q: 3 clusters Score -3.871836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 343893 members 
Entering Unmasked Estep 
Score: -38718388.000000 Penalty: 6323.397949
	Iteration 28Q: 3 clusters Score -3.871839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343894 members 
Entering Unmasked Estep 
Score: -38718364.000000 Penalty: 6323.397949
	Iteration 29Q: 3 clusters Score -3.871836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343894 members 
Entering Unmasked Estep 
Score: -38718356.000000 Penalty: 6323.397949
	Iteration 30Q: 3 clusters Score -3.871836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343894 members 
Entering Unmasked Estep 
Score: -38718356.000000 Penalty: 6323.397949
	Iteration 31F: 3 clusters Score -3.871836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -301354.968750 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -301355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -298308.156250 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -298308.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298874.437500 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -298874.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -299013.937500 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -299013.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -299087.031250 Penalty: 3913.914551
	Iteration 3Q: 3 clusters Score -299087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -299136.406250 Penalty: 3913.914551
	Iteration 4Q: 3 clusters Score -299136.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -299175.718750 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -299175.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -299198.843750 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -299198.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -299211.843750 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -299211.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -299219.968750 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -299220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299227.062500 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -299227.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -299235.500000 Penalty: 3913.914551
	Iteration 10Q: 3 clusters Score -299235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -299239.812500 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -299239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -299242.281250 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -299242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -299243.812500 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -299243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -299245.750000 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -299245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -299248.375000 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -299248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -299249.343750 Penalty: 3913.914551
	Iteration 16Q: 3 clusters Score -299249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299251.187500 Penalty: 3913.914551
	Iteration 17Q: 3 clusters Score -299251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -299252.500000 Penalty: 3913.914551
	Iteration 18Q: 3 clusters Score -299252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -299253.312500 Penalty: 3913.914551
	Iteration 19Q: 3 clusters Score -299253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -299253.906250 Penalty: 3913.914551
	Iteration 20F: 3 clusters Score -299253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -299255.531250 Penalty: 3913.914551
	Iteration 21Q: 3 clusters Score -299255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -299256.656250 Penalty: 3913.914551
	Iteration 22Q: 3 clusters Score -299256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299258.343750 Penalty: 3913.914551
	Iteration 23Q: 3 clusters Score -299258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299259.000000 Penalty: 3913.914551
	Iteration 24Q: 3 clusters Score -299259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299259.437500 Penalty: 3913.914551
	Iteration 25Q: 3 clusters Score -299259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299260.156250 Penalty: 3913.914551
	Iteration 26Q: 3 clusters Score -299260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -299260.875000 Penalty: 3913.914551
	Iteration 27Q: 3 clusters Score -299260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299263.093750 Penalty: 3913.914551
	Iteration 28Q: 3 clusters Score -299263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299266.031250 Penalty: 3913.914551
	Iteration 29Q: 3 clusters Score -299266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -299269.531250 Penalty: 3913.914551
	Iteration 30Q: 3 clusters Score -299269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -299272.593750 Penalty: 3913.914551
	Iteration 31Q: 3 clusters Score -299272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -299273.843750 Penalty: 3913.914551
	Iteration 32Q: 3 clusters Score -299273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299274.687500 Penalty: 3913.914551
	Iteration 33Q: 3 clusters Score -299274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299274.687500 Penalty: 3913.914551
	Iteration 34F: 3 clusters Score -299274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -58543.585938 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -58543.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56922.863281 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -56922.86 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57280.667969 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -57280.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57632.816406 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -57632.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -58039.683594 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -58039.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -58435.132812 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -58435.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58747.171875 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -58747.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59037.339844 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -59037.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59048.925781 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -59048.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59054.070312 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -59054.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59056.382812 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -59056.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59056.382812 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -59056.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69087 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42261 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 104684 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344134 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 210 members 
Mstep: Class 36 contains 31538 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 439 members 
Entering Unmasked Estep 
Score: -110908352.000000 Penalty: 144037.250000
Splitting cluster 35 changes total score from -110909512.000000 to -110908352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (31538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Entering Unmasked Estep 
Score: -3289972.250000 Penalty: 2569.019287
	Iteration 0F: 2 clusters Score -3289972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3268254.250000 Penalty: 5138.038574
	Iteration 0F: 3 clusters Score -3268254 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3276208.250000 Penalty: 5138.038574
	Iteration 1F: 3 clusters Score -3276208 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3276869.250000 Penalty: 5138.038574
	Iteration 2F: 3 clusters Score -3276869 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3277528.000000 Penalty: 5138.038574
	Iteration 3F: 3 clusters Score -3277528 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3278236.750000 Penalty: 5138.038574
	Iteration 4F: 3 clusters Score -3278237 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3279050.000000 Penalty: 5138.038574
	Iteration 5F: 3 clusters Score -3279050 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3280010.250000 Penalty: 5138.038574
	Iteration 6F: 3 clusters Score -3280010 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3281113.500000 Penalty: 5138.038574
	Iteration 7F: 3 clusters Score -3281114 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3282374.750000 Penalty: 5138.038574
	Iteration 8F: 3 clusters Score -3282375 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3283774.000000 Penalty: 5138.038574
	Iteration 9F: 3 clusters Score -3283774 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3285076.250000 Penalty: 5138.038574
	Iteration 10F: 3 clusters Score -3285076 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3286173.000000 Penalty: 5138.038574
	Iteration 11Q: 3 clusters Score -3286173 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3287036.000000 Penalty: 5138.038574
	Iteration 12Q: 3 clusters Score -3287036 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3287557.000000 Penalty: 5138.038574
	Iteration 13Q: 3 clusters Score -3287557 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3287908.250000 Penalty: 5138.038574
	Iteration 14Q: 3 clusters Score -3287908 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3288097.750000 Penalty: 5138.038574
	Iteration 15Q: 3 clusters Score -3288098 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -3288226.000000 Penalty: 5138.038574
	Iteration 16Q: 3 clusters Score -3288226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3288289.750000 Penalty: 5138.038574
	Iteration 17Q: 3 clusters Score -3288290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3288329.000000 Penalty: 5138.038574
	Iteration 18Q: 3 clusters Score -3288329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3288374.000000 Penalty: 5138.038574
	Iteration 19Q: 3 clusters Score -3288374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3288423.000000 Penalty: 5138.038574
	Iteration 20F: 3 clusters Score -3288423 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3288453.750000 Penalty: 5138.038574
	Iteration 21Q: 3 clusters Score -3288454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3288494.000000 Penalty: 5138.038574
	Iteration 22Q: 3 clusters Score -3288494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3288511.000000 Penalty: 5138.038574
	Iteration 23Q: 3 clusters Score -3288511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3288532.250000 Penalty: 5138.038574
	Iteration 24Q: 3 clusters Score -3288532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3288540.250000 Penalty: 5138.038574
	Iteration 25Q: 3 clusters Score -3288540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3288546.250000 Penalty: 5138.038574
	Iteration 26Q: 3 clusters Score -3288546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3288551.500000 Penalty: 5138.038574
	Iteration 27Q: 3 clusters Score -3288552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3288559.000000 Penalty: 5138.038574
	Iteration 28Q: 3 clusters Score -3288559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3288563.750000 Penalty: 5138.038574
	Iteration 29Q: 3 clusters Score -3288564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3288567.750000 Penalty: 5138.038574
	Iteration 30Q: 3 clusters Score -3288568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3288572.000000 Penalty: 5138.038574
	Iteration 31Q: 3 clusters Score -3288572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3288573.500000 Penalty: 5138.038574
	Iteration 32Q: 3 clusters Score -3288574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3288576.750000 Penalty: 5138.038574
	Iteration 33Q: 3 clusters Score -3288577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3288578.750000 Penalty: 5138.038574
	Iteration 34Q: 3 clusters Score -3288579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3288581.000000 Penalty: 5138.038574
	Iteration 35Q: 3 clusters Score -3288581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3288579.000000 Penalty: 5138.038574
	Iteration 36Q: 3 clusters Score -3288579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3288580.500000 Penalty: 5138.038574
	Iteration 37Q: 3 clusters Score -3288580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3288578.750000 Penalty: 5138.038574
	Iteration 38Q: 3 clusters Score -3288579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3288578.750000 Penalty: 5138.038574
	Iteration 39F: 3 clusters Score -3288579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -553336.250000 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -553336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -548827.437500 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -548827.4 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -549845.062500 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -549845.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -550027.562500 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -550027.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -550138.250000 Penalty: 4218.439453
	Iteration 3Q: 3 clusters Score -550138.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -550219.375000 Penalty: 4218.439453
	Iteration 4Q: 3 clusters Score -550219.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -550276.750000 Penalty: 4218.439453
	Iteration 5Q: 3 clusters Score -550276.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -550312.687500 Penalty: 4218.439453
	Iteration 6Q: 3 clusters Score -550312.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -550340.312500 Penalty: 4218.439453
	Iteration 7Q: 3 clusters Score -550340.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -550364.562500 Penalty: 4218.439453
	Iteration 8Q: 3 clusters Score -550364.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -550380.000000 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -550380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -550392.937500 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -550392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -550400.875000 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -550400.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -550408.312500 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -550408.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -550414.687500 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -550414.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -550418.500000 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -550418.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -550421.062500 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -550421.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -550428.500000 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -550428.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -550434.000000 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -550434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -550438.500000 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -550438.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -550443.875000 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -550443.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -550448.125000 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -550448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -550450.875000 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -550450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -550451.875000 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -550451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -550454.437500 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -550454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -550454.437500 Penalty: 4218.439453
	Iteration 24Q: 3 clusters Score -550454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -550456.375000 Penalty: 4218.439453
	Iteration 25Q: 3 clusters Score -550456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -550456.812500 Penalty: 4218.439453
	Iteration 26Q: 3 clusters Score -550456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -550457.875000 Penalty: 4218.439453
	Iteration 27Q: 3 clusters Score -550457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -550458.375000 Penalty: 4218.439453
	Iteration 28Q: 3 clusters Score -550458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -550460.875000 Penalty: 4218.439453
	Iteration 29Q: 3 clusters Score -550460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -550461.500000 Penalty: 4218.439453
	Iteration 30Q: 3 clusters Score -550461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -550462.312500 Penalty: 4218.439453
	Iteration 31Q: 3 clusters Score -550462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -550462.625000 Penalty: 4218.439453
	Iteration 32Q: 3 clusters Score -550462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -550463.000000 Penalty: 4218.439453
	Iteration 33Q: 3 clusters Score -550463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -550464.062500 Penalty: 4218.439453
	Iteration 34Q: 3 clusters Score -550464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -550466.312500 Penalty: 4218.439453
	Iteration 35Q: 3 clusters Score -550466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -550467.937500 Penalty: 4218.439453
	Iteration 36Q: 3 clusters Score -550467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -550467.625000 Penalty: 4218.439453
	Iteration 37Q: 3 clusters Score -550467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -550470.125000 Penalty: 4218.439453
	Iteration 38Q: 3 clusters Score -550470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -550472.125000 Penalty: 4218.439453
	Iteration 39Q: 3 clusters Score -550472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -550473.937500 Penalty: 4218.439453
	Iteration 40F: 3 clusters Score -550473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -550477.312500 Penalty: 4218.439453
	Iteration 41Q: 3 clusters Score -550477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -550480.500000 Penalty: 4218.439453
	Iteration 42Q: 3 clusters Score -550480.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -550486.062500 Penalty: 4218.439453
	Iteration 43Q: 3 clusters Score -550486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -550485.750000 Penalty: 4218.439453
	Iteration 44Q: 3 clusters Score -550485.8 nChanged 6
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: -550487.312500 Penalty: 4218.439453
	Iteration 45Q: 3 clusters Score -550487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -550490.562500 Penalty: 4218.439453
	Iteration 46Q: 3 clusters Score -550490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -550492.500000 Penalty: 4218.439453
	Iteration 47Q: 3 clusters Score -550492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -550496.062500 Penalty: 4218.439453
	Iteration 48Q: 3 clusters Score -550496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -550498.625000 Penalty: 4218.439453
	Iteration 49Q: 3 clusters Score -550498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -550501.625000 Penalty: 4218.439453
	Iteration 50Q: 3 clusters Score -550501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -550502.250000 Penalty: 4218.439453
	Iteration 51Q: 3 clusters Score -550502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -550505.812500 Penalty: 4218.439453
	Iteration 52Q: 3 clusters Score -550505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -550509.250000 Penalty: 4218.439453
	Iteration 53Q: 3 clusters Score -550509.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -550511.812500 Penalty: 4218.439453
	Iteration 54Q: 3 clusters Score -550511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -550513.500000 Penalty: 4218.439453
	Iteration 55Q: 3 clusters Score -550513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -550515.687500 Penalty: 4218.439453
	Iteration 56Q: 3 clusters Score -550515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -550517.750000 Penalty: 4218.439453
	Iteration 57Q: 3 clusters Score -550517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -550519.937500 Penalty: 4218.439453
	Iteration 58Q: 3 clusters Score -550519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -550521.187500 Penalty: 4218.439453
	Iteration 59Q: 3 clusters Score -550521.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -550523.937500 Penalty: 4218.439453
	Iteration 60F: 3 clusters Score -550523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -550525.250000 Penalty: 4218.439453
	Iteration 61Q: 3 clusters Score -550525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -550526.000000 Penalty: 4218.439453
	Iteration 62Q: 3 clusters Score -550526 nChanged 7
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: -550528.000000 Penalty: 4218.439453
	Iteration 63Q: 3 clusters Score -550528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -550529.625000 Penalty: 4218.439453
	Iteration 64Q: 3 clusters Score -550529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -550531.625000 Penalty: 4218.439453
	Iteration 65Q: 3 clusters Score -550531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -550532.562500 Penalty: 4218.439453
	Iteration 66Q: 3 clusters Score -550532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -550533.687500 Penalty: 4218.439453
	Iteration 67Q: 3 clusters Score -550533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -550533.687500 Penalty: 4218.439453
	Iteration 68F: 3 clusters Score -550533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -49115.324219 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -49115.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47655.585938 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -47655.59 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47920.566406 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -47920.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48184.093750 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -48184.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48510.695312 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -48510.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49083.070312 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -49083.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49493.589844 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -49493.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49947.332031 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -49947.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50285.718750 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -50285.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50293.738281 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -50293.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50296.597656 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -50296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50296.597656 Penalty: 3115.076416
	Iteration 10F: 3 clusters Score -50296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69087 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42261 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 104684 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344134 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31538 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 367 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
Score: -110908928.000000 Penalty: 144037.250000
Splitting cluster 38 changes total score from -110909512.000000 to -110908928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (12503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Entering Unmasked Estep 
Score: -1385346.375000 Penalty: 2339.563477
	Iteration 0F: 2 clusters Score -1385346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1376064.375000 Penalty: 4679.126953
	Iteration 0F: 3 clusters Score -1376064 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1379065.125000 Penalty: 4679.126953
	Iteration 1F: 3 clusters Score -1379065 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1379451.250000 Penalty: 4679.126953
	Iteration 2F: 3 clusters Score -1379451 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1379744.750000 Penalty: 4679.126953
	Iteration 3Q: 3 clusters Score -1379745 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1380007.625000 Penalty: 4679.126953
	Iteration 4Q: 3 clusters Score -1380008 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1380263.000000 Penalty: 4679.126953
	Iteration 5Q: 3 clusters Score -1380263 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1380580.625000 Penalty: 4679.126953
	Iteration 6Q: 3 clusters Score -1380581 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1380993.375000 Penalty: 4679.126953
	Iteration 7Q: 3 clusters Score -1380993 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1381489.375000 Penalty: 4679.126953
	Iteration 8F: 3 clusters Score -1381489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1382050.625000 Penalty: 4679.126953
	Iteration 9F: 3 clusters Score -1382051 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1382573.000000 Penalty: 4679.126953
	Iteration 10Q: 3 clusters Score -1382573 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1383038.250000 Penalty: 4679.126953
	Iteration 11Q: 3 clusters Score -1383038 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1383414.375000 Penalty: 4679.126953
	Iteration 12Q: 3 clusters Score -1383414 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1383654.125000 Penalty: 4679.126953
	Iteration 13Q: 3 clusters Score -1383654 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1383809.125000 Penalty: 4679.126953
	Iteration 14Q: 3 clusters Score -1383809 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1383893.875000 Penalty: 4679.126953
	Iteration 15Q: 3 clusters Score -1383894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1383938.750000 Penalty: 4679.126953
	Iteration 16Q: 3 clusters Score -1383939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1383974.125000 Penalty: 4679.126953
	Iteration 17Q: 3 clusters Score -1383974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1383996.375000 Penalty: 4679.126953
	Iteration 18Q: 3 clusters Score -1383996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1384011.000000 Penalty: 4679.126953
	Iteration 19Q: 3 clusters Score -1384011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1384018.500000 Penalty: 4679.126953
	Iteration 20F: 3 clusters Score -1384018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1384029.375000 Penalty: 4679.126953
	Iteration 21Q: 3 clusters Score -1384029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1384035.750000 Penalty: 4679.126953
	Iteration 22Q: 3 clusters Score -1384036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1384039.375000 Penalty: 4679.126953
	Iteration 23Q: 3 clusters Score -1384039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1384042.625000 Penalty: 4679.126953
	Iteration 24Q: 3 clusters Score -1384043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1384044.625000 Penalty: 4679.126953
	Iteration 25Q: 3 clusters Score -1384045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1384046.000000 Penalty: 4679.126953
	Iteration 26Q: 3 clusters Score -1384046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1384047.500000 Penalty: 4679.126953
	Iteration 27Q: 3 clusters Score -1384048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1384050.125000 Penalty: 4679.126953
	Iteration 28Q: 3 clusters Score -1384050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1384050.250000 Penalty: 4679.126953
	Iteration 29Q: 3 clusters Score -1384050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1384052.125000 Penalty: 4679.126953
	Iteration 30Q: 3 clusters Score -1384052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1384052.750000 Penalty: 4679.126953
	Iteration 31Q: 3 clusters Score -1384053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1384054.500000 Penalty: 4679.126953
	Iteration 32Q: 3 clusters Score -1384054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1384053.250000 Penalty: 4679.126953
	Iteration 33Q: 3 clusters Score -1384053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1384056.375000 Penalty: 4679.126953
	Iteration 34Q: 3 clusters Score -1384056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1384057.750000 Penalty: 4679.126953
	Iteration 35Q: 3 clusters Score -1384058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1384057.875000 Penalty: 4679.126953
	Iteration 36Q: 3 clusters Score -1384058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1384057.875000 Penalty: 4679.126953
	Iteration 37F: 3 clusters Score -1384058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Entering Unmasked Estep 
Score: -700763.625000 Penalty: 2171.891357
	Iteration 0F: 2 clusters Score -700763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -695361.875000 Penalty: 4343.782715
	Iteration 0F: 3 clusters Score -695361.9 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -696763.312500 Penalty: 4343.782715
	Iteration 1F: 3 clusters Score -696763.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -697079.500000 Penalty: 4343.782715
	Iteration 2F: 3 clusters Score -697079.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -697352.375000 Penalty: 4343.782715
	Iteration 3F: 3 clusters Score -697352.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -697636.187500 Penalty: 4343.782715
	Iteration 4F: 3 clusters Score -697636.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -697938.187500 Penalty: 4343.782715
	Iteration 5F: 3 clusters Score -697938.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -698220.562500 Penalty: 4343.782715
	Iteration 6F: 3 clusters Score -698220.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -698529.750000 Penalty: 4343.782715
	Iteration 7Q: 3 clusters Score -698529.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -698981.312500 Penalty: 4343.782715
	Iteration 8F: 3 clusters Score -698981.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -699535.750000 Penalty: 4343.782715
	Iteration 9F: 3 clusters Score -699535.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -699938.875000 Penalty: 4343.782715
	Iteration 10F: 3 clusters Score -699938.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -700156.375000 Penalty: 4343.782715
	Iteration 11Q: 3 clusters Score -700156.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -700301.812500 Penalty: 4343.782715
	Iteration 12Q: 3 clusters Score -700301.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -700484.750000 Penalty: 4343.782715
	Iteration 13Q: 3 clusters Score -700484.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -700719.500000 Penalty: 4343.782715
	Iteration 14Q: 3 clusters Score -700719.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -700999.750000 Penalty: 4343.782715
	Iteration 15Q: 3 clusters Score -700999.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -701210.625000 Penalty: 4343.782715
	Iteration 16Q: 3 clusters Score -701210.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -701311.125000 Penalty: 4343.782715
	Iteration 17Q: 3 clusters Score -701311.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -701354.937500 Penalty: 4343.782715
	Iteration 18Q: 3 clusters Score -701354.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -701368.937500 Penalty: 4343.782715
	Iteration 19Q: 3 clusters Score -701368.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -701380.125000 Penalty: 4343.782715
	Iteration 20F: 3 clusters Score -701380.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -701386.687500 Penalty: 4343.782715
	Iteration 21Q: 3 clusters Score -701386.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -701392.625000 Penalty: 4343.782715
	Iteration 22Q: 3 clusters Score -701392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -701397.750000 Penalty: 4343.782715
	Iteration 23Q: 3 clusters Score -701397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -701400.687500 Penalty: 4343.782715
	Iteration 24Q: 3 clusters Score -701400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -701402.875000 Penalty: 4343.782715
	Iteration 25Q: 3 clusters Score -701402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -701405.000000 Penalty: 4343.782715
	Iteration 26Q: 3 clusters Score -701405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -701405.125000 Penalty: 4343.782715
	Iteration 27Q: 3 clusters Score -701405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -701408.187500 Penalty: 4343.782715
	Iteration 28Q: 3 clusters Score -701408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -701407.250000 Penalty: 4343.782715
	Iteration 29Q: 3 clusters Score -701407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -701407.250000 Penalty: 4343.782715
	Iteration 30F: 3 clusters Score -701407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69087 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42261 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 104684 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344134 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31538 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 4294 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 2065 members 
Entering Unmasked Estep 
Score: -110909192.000000 Penalty: 144037.250000
Splitting cluster 40 changes total score from -110909512.000000 to -110909192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23883.837891 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23883.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24038.640625 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24038.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24149.500000 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24149.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24231.703125 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24231.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24304.634766 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24304.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24423.998047 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24445.529297 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24445.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24457.099609 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24468.394531 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24468.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24492.728516 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24492.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24499.826172 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24499.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24499.826172 Penalty: 2815.669922
	Iteration 11F: 3 clusters Score -24499.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69087 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42261 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 104684 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32999 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 344134 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31538 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909680.000000 Penalty: 140607.781250
Iteration 119Q: 42 clusters Score -1.109097e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 69125 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42256 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1534 members 
Mstep: Class 12 contains 104682 members 
Mstep: Class 13 contains 48791 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 23070 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32998 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19036 members 
Mstep: Class 32 contains 5926 members 
Mstep: Class 33 contains 344089 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31541 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909696.000000 Penalty: 140607.781250
Iteration 120F: 42 clusters Score -1.109097e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 69167 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 42252 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 104683 members 
Mstep: Class 13 contains 48789 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27847 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23066 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32998 members 
Mstep: Class 26 contains 15371 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108925 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 5926 members 
Mstep: Class 33 contains 344042 members 
Mstep: Class 34 contains 2678 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31542 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909744.000000 Penalty: 140607.781250
Iteration 121Q: 42 clusters Score -1.109097e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 69210 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24745 members 
Mstep: Class 9 contains 42247 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 104680 members 
Mstep: Class 13 contains 48785 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23064 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6620 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32998 members 
Mstep: Class 26 contains 15372 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19034 members 
Mstep: Class 32 contains 5926 members 
Mstep: Class 33 contains 344006 members 
Mstep: Class 34 contains 2685 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31542 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909848.000000 Penalty: 140607.781250
Iteration 122Q: 42 clusters Score -1.109098e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 69231 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24745 members 
Mstep: Class 9 contains 42237 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 104682 members 
Mstep: Class 13 contains 48779 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23063 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32998 members 
Mstep: Class 26 contains 15372 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19033 members 
Mstep: Class 32 contains 5925 members 
Mstep: Class 33 contains 343984 members 
Mstep: Class 34 contains 2690 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31541 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909784.000000 Penalty: 140607.781250
Iteration 123Q: 42 clusters Score -1.109098e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 69264 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 42227 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104686 members 
Mstep: Class 13 contains 48776 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23060 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32997 members 
Mstep: Class 26 contains 15372 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19032 members 
Mstep: Class 32 contains 5925 members 
Mstep: Class 33 contains 343954 members 
Mstep: Class 34 contains 2695 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31543 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6360 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909624.000000 Penalty: 140607.781250
Iteration 124Q: 42 clusters Score -1.109096e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 69302 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 42214 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 104686 members 
Mstep: Class 13 contains 48772 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23061 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6645 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32997 members 
Mstep: Class 26 contains 15373 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108926 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19031 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343928 members 
Mstep: Class 34 contains 2704 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31541 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6361 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909680.000000 Penalty: 140607.781250
Iteration 125Q: 42 clusters Score -1.109097e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 69332 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 42204 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 104689 members 
Mstep: Class 13 contains 48767 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23060 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32996 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108925 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19030 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343903 members 
Mstep: Class 34 contains 2717 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6363 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909672.000000 Penalty: 140607.781250
Iteration 126Q: 42 clusters Score -1.109097e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 69354 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24745 members 
Mstep: Class 9 contains 42192 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104690 members 
Mstep: Class 13 contains 48762 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23056 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32995 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108924 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19030 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343886 members 
Mstep: Class 34 contains 2732 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31547 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909648.000000 Penalty: 140607.781250
Iteration 127Q: 42 clusters Score -1.109096e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 69372 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42190 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104690 members 
Mstep: Class 13 contains 48763 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23052 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32994 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108925 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19029 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343852 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31545 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909616.000000 Penalty: 140607.781250
Iteration 128Q: 42 clusters Score -1.109096e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 69378 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42187 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104695 members 
Mstep: Class 13 contains 48764 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27844 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23046 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32994 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108924 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19027 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343836 members 
Mstep: Class 34 contains 2762 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909704.000000 Penalty: 140607.781250
Iteration 129Q: 42 clusters Score -1.109097e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 69398 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42185 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104690 members 
Mstep: Class 13 contains 48761 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27843 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23040 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 6681 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32993 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19027 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343826 members 
Mstep: Class 34 contains 2777 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31551 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909656.000000 Penalty: 140607.781250
Iteration 130Q: 42 clusters Score -1.109097e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 69416 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42182 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104697 members 
Mstep: Class 13 contains 48761 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27842 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23029 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 6689 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32992 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19025 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343807 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31554 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909664.000000 Penalty: 140607.781250
Iteration 131Q: 42 clusters Score -1.109097e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 69443 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 42179 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104695 members 
Mstep: Class 13 contains 48761 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27838 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 23021 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32992 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19023 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343794 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31555 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909776.000000 Penalty: 140607.781250
Iteration 132Q: 42 clusters Score -1.109098e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 69460 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24738 members 
Mstep: Class 9 contains 42172 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104699 members 
Mstep: Class 13 contains 48759 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27838 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 23019 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 6704 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343774 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31557 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12503 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909776.000000 Penalty: 140607.781250
Iteration 133Q: 42 clusters Score -1.109098e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 69485 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 42170 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104706 members 
Mstep: Class 13 contains 48758 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27831 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 23009 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 6709 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32992 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19026 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343750 members 
Mstep: Class 34 contains 2822 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31557 members 
Mstep: Class 37 contains 4942 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909744.000000 Penalty: 140607.781250
Iteration 134Q: 42 clusters Score -1.109097e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 69506 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24738 members 
Mstep: Class 9 contains 42168 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104718 members 
Mstep: Class 13 contains 48754 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27824 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22999 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19031 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343735 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31555 members 
Mstep: Class 37 contains 4943 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12505 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909792.000000 Penalty: 140607.781250
Iteration 135Q: 42 clusters Score -1.109098e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 69522 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42166 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104727 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22989 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 6715 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19037 members 
Mstep: Class 32 contains 5920 members 
Mstep: Class 33 contains 343711 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31558 members 
Mstep: Class 37 contains 4944 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12505 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909752.000000 Penalty: 140607.781250
Iteration 136Q: 42 clusters Score -1.109098e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 69540 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42163 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104736 members 
Mstep: Class 13 contains 48748 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27810 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22976 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 6719 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19040 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343700 members 
Mstep: Class 34 contains 2849 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31559 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12506 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909712.000000 Penalty: 140607.781250
Iteration 137Q: 42 clusters Score -1.109097e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 69558 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42158 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104744 members 
Mstep: Class 13 contains 48743 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27810 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22970 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108923 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343689 members 
Mstep: Class 34 contains 2860 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31558 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12507 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909688.000000 Penalty: 140607.781250
Iteration 138Q: 42 clusters Score -1.109097e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 69575 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42152 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104753 members 
Mstep: Class 13 contains 48739 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22964 members 
Mstep: Class 19 contains 9561 members 
Mstep: Class 20 contains 6725 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108924 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343671 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31560 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12510 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909720.000000 Penalty: 140607.781250
Iteration 139Q: 42 clusters Score -1.109097e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 69592 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42147 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104760 members 
Mstep: Class 13 contains 48740 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22958 members 
Mstep: Class 19 contains 9558 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108925 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343655 members 
Mstep: Class 34 contains 2862 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12512 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909664.000000 Penalty: 140607.781250
Iteration 140F: 42 clusters Score -1.109097e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 69616 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104769 members 
Mstep: Class 13 contains 48740 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 22954 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 6736 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13220 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108925 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343625 members 
Mstep: Class 34 contains 2862 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12515 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909744.000000 Penalty: 140607.781250
Iteration 141Q: 42 clusters Score -1.109097e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 69636 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42142 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104773 members 
Mstep: Class 13 contains 48739 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22950 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108927 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19042 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343602 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12518 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909800.000000 Penalty: 140607.781250
Iteration 142Q: 42 clusters Score -1.109098e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 69655 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42138 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104775 members 
Mstep: Class 13 contains 48737 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27810 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22941 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108928 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 343589 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31568 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12519 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909776.000000 Penalty: 140607.781250
Iteration 143Q: 42 clusters Score -1.109098e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 69687 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42135 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104778 members 
Mstep: Class 13 contains 48732 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27809 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22937 members 
Mstep: Class 19 contains 9527 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108928 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343563 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31570 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12519 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909816.000000 Penalty: 140607.781250
Iteration 144Q: 42 clusters Score -1.109098e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 69709 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42131 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104788 members 
Mstep: Class 13 contains 48729 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27805 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22932 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108929 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19051 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343540 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31571 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12519 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909800.000000 Penalty: 140607.781250
Iteration 145Q: 42 clusters Score -1.109098e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 69741 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 42128 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104794 members 
Mstep: Class 13 contains 48728 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27804 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22926 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108930 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19050 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343509 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31572 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12520 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909768.000000 Penalty: 140607.781250
Iteration 146Q: 42 clusters Score -1.109098e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69756 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 42126 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104804 members 
Mstep: Class 13 contains 48724 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27801 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 22926 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 6764 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108930 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343484 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31573 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12524 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909920.000000 Penalty: 140607.781250
Iteration 147Q: 42 clusters Score -1.109099e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 69771 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24748 members 
Mstep: Class 9 contains 42125 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104806 members 
Mstep: Class 13 contains 48718 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27801 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22925 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 20 contains 6770 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108930 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343476 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31571 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12529 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909904.000000 Penalty: 140607.781250
Iteration 148Q: 42 clusters Score -1.109099e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 69789 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24748 members 
Mstep: Class 9 contains 42123 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104809 members 
Mstep: Class 13 contains 48713 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27800 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22926 members 
Mstep: Class 19 contains 9505 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108931 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343458 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31571 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12531 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909936.000000 Penalty: 140607.781250
Iteration 149Q: 42 clusters Score -1.109099e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69806 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 42121 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104817 members 
Mstep: Class 13 contains 48713 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27798 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22925 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108932 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343434 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31573 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12533 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909912.000000 Penalty: 140607.781250
Iteration 150Q: 42 clusters Score -1.109099e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69813 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24748 members 
Mstep: Class 9 contains 42119 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104815 members 
Mstep: Class 13 contains 48713 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27796 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6785 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343425 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31575 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910032.000000 Penalty: 140607.781250
Iteration 151Q: 42 clusters Score -1.1091e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69818 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 42117 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104817 members 
Mstep: Class 13 contains 48712 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27791 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6794 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15375 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343413 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31576 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910064.000000 Penalty: 140607.781250
Iteration 152Q: 42 clusters Score -1.109101e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69833 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 42117 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104816 members 
Mstep: Class 13 contains 48712 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27789 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32990 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5922 members 
Mstep: Class 33 contains 343397 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31578 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910040.000000 Penalty: 140607.781250
Iteration 153Q: 42 clusters Score -1.1091e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69852 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24745 members 
Mstep: Class 9 contains 42118 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104821 members 
Mstep: Class 13 contains 48710 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27789 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32989 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19050 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343371 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31580 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910016.000000 Penalty: 140607.781250
Iteration 154Q: 42 clusters Score -1.1091e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69873 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 42118 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104828 members 
Mstep: Class 13 contains 48708 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27787 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343350 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31580 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910144.000000 Penalty: 140607.781250
Iteration 155Q: 42 clusters Score -1.109101e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69886 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 42115 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104835 members 
Mstep: Class 13 contains 48703 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27783 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343342 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31581 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910104.000000 Penalty: 140607.781250
Iteration 156Q: 42 clusters Score -1.109101e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 69892 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42113 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104838 members 
Mstep: Class 13 contains 48701 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27782 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19044 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343341 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31582 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910072.000000 Penalty: 140607.781250
Iteration 157Q: 42 clusters Score -1.109101e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104845 members 
Mstep: Class 13 contains 48699 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27780 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19042 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343339 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910096.000000 Penalty: 140607.781250
Iteration 158Q: 42 clusters Score -1.109101e+08 nChanged 19
Entering ConstructFrom: 
Score: -110910096.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (18568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Entering Unmasked Estep 
Score: -2146572.000000 Penalty: 2437.640381
	Iteration 0F: 2 clusters Score -2146572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2133551.750000 Penalty: 4875.280762
	Iteration 0F: 3 clusters Score -2133552 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2137723.500000 Penalty: 4875.280762
	Iteration 1F: 3 clusters Score -2137724 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2138030.500000 Penalty: 4875.280762
	Iteration 2F: 3 clusters Score -2138030 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2138275.250000 Penalty: 4875.280762
	Iteration 3Q: 3 clusters Score -2138275 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2138479.000000 Penalty: 4875.280762
	Iteration 4Q: 3 clusters Score -2138479 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2138660.000000 Penalty: 4875.280762
	Iteration 5Q: 3 clusters Score -2138660 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2138827.250000 Penalty: 4875.280762
	Iteration 6Q: 3 clusters Score -2138827 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2138977.750000 Penalty: 4875.280762
	Iteration 7Q: 3 clusters Score -2138978 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2139141.250000 Penalty: 4875.280762
	Iteration 8Q: 3 clusters Score -2139141 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2139335.500000 Penalty: 4875.280762
	Iteration 9Q: 3 clusters Score -2139336 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2139561.750000 Penalty: 4875.280762
	Iteration 10Q: 3 clusters Score -2139562 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2139895.750000 Penalty: 4875.280762
	Iteration 11Q: 3 clusters Score -2139896 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2140365.750000 Penalty: 4875.280762
	Iteration 12Q: 3 clusters Score -2140366 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2140980.000000 Penalty: 4875.280762
	Iteration 13F: 3 clusters Score -2140980 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2141697.250000 Penalty: 4875.280762
	Iteration 14F: 3 clusters Score -2141697 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2142443.000000 Penalty: 4875.280762
	Iteration 15F: 3 clusters Score -2142443 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2143130.000000 Penalty: 4875.280762
	Iteration 16Q: 3 clusters Score -2143130 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2143638.500000 Penalty: 4875.280762
	Iteration 17Q: 3 clusters Score -2143638 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2143970.250000 Penalty: 4875.280762
	Iteration 18Q: 3 clusters Score -2143970 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2144122.500000 Penalty: 4875.280762
	Iteration 19Q: 3 clusters Score -2144122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2144226.500000 Penalty: 4875.280762
	Iteration 20F: 3 clusters Score -2144226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2144280.500000 Penalty: 4875.280762
	Iteration 21Q: 3 clusters Score -2144280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2144312.000000 Penalty: 4875.280762
	Iteration 22Q: 3 clusters Score -2144312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2144341.000000 Penalty: 4875.280762
	Iteration 23Q: 3 clusters Score -2144341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2144366.500000 Penalty: 4875.280762
	Iteration 24Q: 3 clusters Score -2144366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2144371.250000 Penalty: 4875.280762
	Iteration 25Q: 3 clusters Score -2144371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2144381.250000 Penalty: 4875.280762
	Iteration 26Q: 3 clusters Score -2144381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2144390.250000 Penalty: 4875.280762
	Iteration 27Q: 3 clusters Score -2144390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2144393.750000 Penalty: 4875.280762
	Iteration 28Q: 3 clusters Score -2144394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2144398.250000 Penalty: 4875.280762
	Iteration 29Q: 3 clusters Score -2144398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2144410.750000 Penalty: 4875.280762
	Iteration 30Q: 3 clusters Score -2144411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2144412.250000 Penalty: 4875.280762
	Iteration 31Q: 3 clusters Score -2144412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2144417.500000 Penalty: 4875.280762
	Iteration 32Q: 3 clusters Score -2144418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2144418.000000 Penalty: 4875.280762
	Iteration 33Q: 3 clusters Score -2144418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2144418.000000 Penalty: 4875.280762
	Iteration 34Q: 3 clusters Score -2144418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2144419.000000 Penalty: 4875.280762
	Iteration 35Q: 3 clusters Score -2144419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2144418.500000 Penalty: 4875.280762
	Iteration 36Q: 3 clusters Score -2144418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2144418.500000 Penalty: 4875.280762
	Iteration 37F: 3 clusters Score -2144418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Entering Unmasked Estep 
Score: -7792741.500000 Penalty: 2766.370605
	Iteration 0F: 2 clusters Score -7792742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -7745762.500000 Penalty: 5532.741211
	Iteration 0F: 3 clusters Score -7745762 nChanged 32667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -7764075.500000 Penalty: 5532.741211
	Iteration 1F: 3 clusters Score -7764076 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -7764596.500000 Penalty: 5532.741211
	Iteration 2Q: 3 clusters Score -7764596 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -7765137.500000 Penalty: 5532.741211
	Iteration 3Q: 3 clusters Score -7765138 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -7765744.000000 Penalty: 5532.741211
	Iteration 4Q: 3 clusters Score -7765744 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -7766500.500000 Penalty: 5532.741211
	Iteration 5Q: 3 clusters Score -7766500 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -7767479.500000 Penalty: 5532.741211
	Iteration 6Q: 3 clusters Score -7767480 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -7768817.000000 Penalty: 5532.741211
	Iteration 7Q: 3 clusters Score -7768817 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -7770580.000000 Penalty: 5532.741211
	Iteration 8F: 3 clusters Score -7770580 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -7772597.500000 Penalty: 5532.741211
	Iteration 9F: 3 clusters Score -7772598 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -7774557.000000 Penalty: 5532.741211
	Iteration 10F: 3 clusters Score -7774557 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -7776308.500000 Penalty: 5532.741211
	Iteration 11F: 3 clusters Score -7776308 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -7777775.500000 Penalty: 5532.741211
	Iteration 12Q: 3 clusters Score -7777776 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -7778901.000000 Penalty: 5532.741211
	Iteration 13Q: 3 clusters Score -7778901 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -7779885.000000 Penalty: 5532.741211
	Iteration 14Q: 3 clusters Score -7779885 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -7781018.000000 Penalty: 5532.741211
	Iteration 15Q: 3 clusters Score -7781018 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -7782245.500000 Penalty: 5532.741211
	Iteration 16Q: 3 clusters Score -7782246 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -7783646.000000 Penalty: 5532.741211
	Iteration 17Q: 3 clusters Score -7783646 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -7785254.500000 Penalty: 5532.741211
	Iteration 18Q: 3 clusters Score -7785254 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7786930.000000 Penalty: 5532.741211
	Iteration 19Q: 3 clusters Score -7786930 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7788288.000000 Penalty: 5532.741211
	Iteration 20F: 3 clusters Score -7788288 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7789301.000000 Penalty: 5532.741211
	Iteration 21Q: 3 clusters Score -7789301 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7789855.500000 Penalty: 5532.741211
	Iteration 22Q: 3 clusters Score -7789856 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7790119.500000 Penalty: 5532.741211
	Iteration 23Q: 3 clusters Score -7790120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7790248.000000 Penalty: 5532.741211
	Iteration 24Q: 3 clusters Score -7790248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7790331.500000 Penalty: 5532.741211
	Iteration 25Q: 3 clusters Score -7790332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7790384.500000 Penalty: 5532.741211
	Iteration 26Q: 3 clusters Score -7790384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7790410.000000 Penalty: 5532.741211
	Iteration 27Q: 3 clusters Score -7790410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7790423.500000 Penalty: 5532.741211
	Iteration 28Q: 3 clusters Score -7790424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7790427.500000 Penalty: 5532.741211
	Iteration 29Q: 3 clusters Score -7790428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7790455.000000 Penalty: 5532.741211
	Iteration 30Q: 3 clusters Score -7790455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7790457.500000 Penalty: 5532.741211
	Iteration 31Q: 3 clusters Score -7790458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7790469.500000 Penalty: 5532.741211
	Iteration 32Q: 3 clusters Score -7790470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7790474.000000 Penalty: 5532.741211
	Iteration 33Q: 3 clusters Score -7790474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7790476.000000 Penalty: 5532.741211
	Iteration 34Q: 3 clusters Score -7790476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7790481.000000 Penalty: 5532.741211
	Iteration 35Q: 3 clusters Score -7790481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7790479.500000 Penalty: 5532.741211
	Iteration 36Q: 3 clusters Score -7790480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7790479.500000 Penalty: 5532.741211
	Iteration 37F: 3 clusters Score -7790480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -84204.062500 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -84204.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82449.593750 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -82449.59 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83073.546875 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -83073.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83461.968750 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -83461.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83766.968750 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -83766.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84001.617188 Penalty: 3411.138916
	Iteration 4F: 3 clusters Score -84001.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84346.328125 Penalty: 3411.138916
	Iteration 5F: 3 clusters Score -84346.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84494.078125 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -84494.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84563.976562 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -84563.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84581.460938 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -84581.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84598.289062 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -84598.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84603.812500 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -84603.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84603.812500 Penalty: 3411.138916
	Iteration 11F: 3 clusters Score -84603.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104851 members 
Mstep: Class 13 contains 48696 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27774 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343339 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 370 members 
Entering Unmasked Estep 
Score: -110908720.000000 Penalty: 144037.250000
Splitting cluster 3 changes total score from -110910096.000000 to -110908720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -230804.015625 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -230804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228152.156250 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -228152.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -228602.265625 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -228602.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -228708.828125 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -228708.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -228769.093750 Penalty: 3800.817139
	Iteration 3Q: 3 clusters Score -228769.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -228817.625000 Penalty: 3800.817139
	Iteration 4Q: 3 clusters Score -228817.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -228850.656250 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -228850.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -228878.843750 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -228878.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228904.765625 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -228904.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -228928.312500 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -228928.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -228956.515625 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -228956.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -228982.875000 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -228982.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -229005.187500 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -229005.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -229020.828125 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -229020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -229029.640625 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -229029.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -229034.921875 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -229034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -229042.250000 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -229042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -229045.390625 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -229045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -229048.812500 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -229048.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -229059.968750 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -229060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229068.562500 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -229068.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229073.718750 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -229073.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -229082.453125 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -229082.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229093.250000 Penalty: 3800.817139
	Iteration 22Q: 3 clusters Score -229093.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -229102.296875 Penalty: 3800.817139
	Iteration 23Q: 3 clusters Score -229102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -229107.421875 Penalty: 3800.817139
	Iteration 24Q: 3 clusters Score -229107.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -229112.656250 Penalty: 3800.817139
	Iteration 25Q: 3 clusters Score -229112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -229117.031250 Penalty: 3800.817139
	Iteration 26Q: 3 clusters Score -229117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -229121.375000 Penalty: 3800.817139
	Iteration 27Q: 3 clusters Score -229121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -229126.968750 Penalty: 3800.817139
	Iteration 28Q: 3 clusters Score -229127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229132.125000 Penalty: 3800.817139
	Iteration 29Q: 3 clusters Score -229132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -229137.937500 Penalty: 3800.817139
	Iteration 30Q: 3 clusters Score -229137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -229145.156250 Penalty: 3800.817139
	Iteration 31Q: 3 clusters Score -229145.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -229158.609375 Penalty: 3800.817139
	Iteration 32Q: 3 clusters Score -229158.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -229173.265625 Penalty: 3800.817139
	Iteration 33Q: 3 clusters Score -229173.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -229188.265625 Penalty: 3800.817139
	Iteration 34Q: 3 clusters Score -229188.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -229202.531250 Penalty: 3800.817139
	Iteration 35Q: 3 clusters Score -229202.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -229215.828125 Penalty: 3800.817139
	Iteration 36Q: 3 clusters Score -229215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -229225.125000 Penalty: 3800.817139
	Iteration 37Q: 3 clusters Score -229225.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -229238.156250 Penalty: 3800.817139
	Iteration 38Q: 3 clusters Score -229238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -229248.343750 Penalty: 3800.817139
	Iteration 39Q: 3 clusters Score -229248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -229255.390625 Penalty: 3800.817139
	Iteration 40F: 3 clusters Score -229255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -229265.828125 Penalty: 3800.817139
	Iteration 41Q: 3 clusters Score -229265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -229275.984375 Penalty: 3800.817139
	Iteration 42Q: 3 clusters Score -229276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -229281.062500 Penalty: 3800.817139
	Iteration 43Q: 3 clusters Score -229281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -229288.062500 Penalty: 3800.817139
	Iteration 44Q: 3 clusters Score -229288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -229293.656250 Penalty: 3800.817139
	Iteration 45Q: 3 clusters Score -229293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -229304.640625 Penalty: 3800.817139
	Iteration 46Q: 3 clusters Score -229304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -229311.671875 Penalty: 3800.817139
	Iteration 47Q: 3 clusters Score -229311.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -229316.734375 Penalty: 3800.817139
	Iteration 48Q: 3 clusters Score -229316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229321.609375 Penalty: 3800.817139
	Iteration 49Q: 3 clusters Score -229321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -229327.437500 Penalty: 3800.817139
	Iteration 50Q: 3 clusters Score -229327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -229333.781250 Penalty: 3800.817139
	Iteration 51Q: 3 clusters Score -229333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -229341.812500 Penalty: 3800.817139
	Iteration 52Q: 3 clusters Score -229341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -229354.203125 Penalty: 3800.817139
	Iteration 53Q: 3 clusters Score -229354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -229358.812500 Penalty: 3800.817139
	Iteration 54Q: 3 clusters Score -229358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -229361.140625 Penalty: 3800.817139
	Iteration 55Q: 3 clusters Score -229361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -229363.359375 Penalty: 3800.817139
	Iteration 56Q: 3 clusters Score -229363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -229364.890625 Penalty: 3800.817139
	Iteration 57Q: 3 clusters Score -229364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -229365.359375 Penalty: 3800.817139
	Iteration 58Q: 3 clusters Score -229365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -229368.734375 Penalty: 3800.817139
	Iteration 59Q: 3 clusters Score -229368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -229370.093750 Penalty: 3800.817139
	Iteration 60F: 3 clusters Score -229370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -753502.375000 Penalty: 2187.056885
	Iteration 0F: 2 clusters Score -753502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -747835.125000 Penalty: 4374.113770
	Iteration 0F: 3 clusters Score -747835.1 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -749289.750000 Penalty: 4374.113770
	Iteration 1F: 3 clusters Score -749289.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -749500.687500 Penalty: 4374.113770
	Iteration 2F: 3 clusters Score -749500.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -749639.750000 Penalty: 4374.113770
	Iteration 3Q: 3 clusters Score -749639.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -749726.875000 Penalty: 4374.113770
	Iteration 4Q: 3 clusters Score -749726.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -749801.125000 Penalty: 4374.113770
	Iteration 5Q: 3 clusters Score -749801.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -749867.375000 Penalty: 4374.113770
	Iteration 6Q: 3 clusters Score -749867.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -749922.187500 Penalty: 4374.113770
	Iteration 7Q: 3 clusters Score -749922.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -749971.000000 Penalty: 4374.113770
	Iteration 8Q: 3 clusters Score -749971 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -750013.937500 Penalty: 4374.113770
	Iteration 9Q: 3 clusters Score -750013.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -750054.750000 Penalty: 4374.113770
	Iteration 10Q: 3 clusters Score -750054.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -750084.500000 Penalty: 4374.113770
	Iteration 11Q: 3 clusters Score -750084.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -750111.187500 Penalty: 4374.113770
	Iteration 12Q: 3 clusters Score -750111.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -750139.625000 Penalty: 4374.113770
	Iteration 13Q: 3 clusters Score -750139.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -750161.750000 Penalty: 4374.113770
	Iteration 14Q: 3 clusters Score -750161.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -750190.375000 Penalty: 4374.113770
	Iteration 15Q: 3 clusters Score -750190.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -750221.500000 Penalty: 4374.113770
	Iteration 16Q: 3 clusters Score -750221.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -750246.812500 Penalty: 4374.113770
	Iteration 17Q: 3 clusters Score -750246.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -750269.812500 Penalty: 4374.113770
	Iteration 18Q: 3 clusters Score -750269.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -750297.500000 Penalty: 4374.113770
	Iteration 19Q: 3 clusters Score -750297.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -750323.437500 Penalty: 4374.113770
	Iteration 20F: 3 clusters Score -750323.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -750353.375000 Penalty: 4374.113770
	Iteration 21Q: 3 clusters Score -750353.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -750390.812500 Penalty: 4374.113770
	Iteration 22Q: 3 clusters Score -750390.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -750434.437500 Penalty: 4374.113770
	Iteration 23Q: 3 clusters Score -750434.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -750473.187500 Penalty: 4374.113770
	Iteration 24Q: 3 clusters Score -750473.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -750522.750000 Penalty: 4374.113770
	Iteration 25Q: 3 clusters Score -750522.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -750588.062500 Penalty: 4374.113770
	Iteration 26Q: 3 clusters Score -750588.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -750651.937500 Penalty: 4374.113770
	Iteration 27Q: 3 clusters Score -750651.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -750742.000000 Penalty: 4374.113770
	Iteration 28Q: 3 clusters Score -750742 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -750871.812500 Penalty: 4374.113770
	Iteration 29Q: 3 clusters Score -750871.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -751019.812500 Penalty: 4374.113770
	Iteration 30Q: 3 clusters Score -751019.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -751141.187500 Penalty: 4374.113770
	Iteration 31Q: 3 clusters Score -751141.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -751259.687500 Penalty: 4374.113770
	Iteration 32Q: 3 clusters Score -751259.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -751354.812500 Penalty: 4374.113770
	Iteration 33Q: 3 clusters Score -751354.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -751433.000000 Penalty: 4374.113770
	Iteration 34Q: 3 clusters Score -751433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -751494.500000 Penalty: 4374.113770
	Iteration 35Q: 3 clusters Score -751494.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -751549.500000 Penalty: 4374.113770
	Iteration 36Q: 3 clusters Score -751549.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -751596.375000 Penalty: 4374.113770
	Iteration 37Q: 3 clusters Score -751596.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -751615.937500 Penalty: 4374.113770
	Iteration 38Q: 3 clusters Score -751615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -751632.375000 Penalty: 4374.113770
	Iteration 39Q: 3 clusters Score -751632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -751640.000000 Penalty: 4374.113770
	Iteration 40F: 3 clusters Score -751640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -751647.812500 Penalty: 4374.113770
	Iteration 41Q: 3 clusters Score -751647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -751653.937500 Penalty: 4374.113770
	Iteration 42Q: 3 clusters Score -751653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -751655.125000 Penalty: 4374.113770
	Iteration 43Q: 3 clusters Score -751655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -751656.125000 Penalty: 4374.113770
	Iteration 44Q: 3 clusters Score -751656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -751656.812500 Penalty: 4374.113770
	Iteration 45Q: 3 clusters Score -751656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -751658.187500 Penalty: 4374.113770
	Iteration 46Q: 3 clusters Score -751658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -751659.750000 Penalty: 4374.113770
	Iteration 47Q: 3 clusters Score -751659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -751659.750000 Penalty: 4374.113770
	Iteration 48F: 3 clusters Score -751659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -416317.593750 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -416317.6 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 1950 members 
Entering Unmasked Estep 
Score: -412578.968750 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -412579 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -413364.000000 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -413364 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -413556.531250 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -413556.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -413678.062500 Penalty: 4089.450439
	Iteration 3Q: 3 clusters Score -413678.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -413803.312500 Penalty: 4089.450439
	Iteration 4Q: 3 clusters Score -413803.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -413991.031250 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -413991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -414160.968750 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -414161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -414324.156250 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -414324.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -414472.250000 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -414472.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -414625.656250 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -414625.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -414776.062500 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -414776.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -414907.937500 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -414907.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -415010.750000 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -415010.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -415100.093750 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -415100.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -415187.781250 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -415187.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -415270.625000 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -415270.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -415325.906250 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -415325.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -415364.500000 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -415364.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -415389.531250 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -415389.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415405.968750 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -415406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -415420.125000 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -415420.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -415432.593750 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -415432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -415444.375000 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -415444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -415453.312500 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -415453.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -415462.687500 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -415462.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -415471.906250 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -415471.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -415480.718750 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -415480.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -415490.250000 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -415490.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -415497.656250 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -415497.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -415505.687500 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -415505.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -415514.031250 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -415514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -415518.531250 Penalty: 4089.450439
	Iteration 31Q: 3 clusters Score -415518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -415522.406250 Penalty: 4089.450439
	Iteration 32Q: 3 clusters Score -415522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -415525.875000 Penalty: 4089.450439
	Iteration 33Q: 3 clusters Score -415525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -415530.093750 Penalty: 4089.450439
	Iteration 34Q: 3 clusters Score -415530.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -415536.781250 Penalty: 4089.450439
	Iteration 35Q: 3 clusters Score -415536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -415542.656250 Penalty: 4089.450439
	Iteration 36Q: 3 clusters Score -415542.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -415549.406250 Penalty: 4089.450439
	Iteration 37Q: 3 clusters Score -415549.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -415557.781250 Penalty: 4089.450439
	Iteration 38Q: 3 clusters Score -415557.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -415568.156250 Penalty: 4089.450439
	Iteration 39Q: 3 clusters Score -415568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -415581.562500 Penalty: 4089.450439
	Iteration 40F: 3 clusters Score -415581.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -415598.093750 Penalty: 4089.450439
	Iteration 41Q: 3 clusters Score -415598.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -415616.437500 Penalty: 4089.450439
	Iteration 42Q: 3 clusters Score -415616.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -415636.218750 Penalty: 4089.450439
	Iteration 43Q: 3 clusters Score -415636.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -415658.718750 Penalty: 4089.450439
	Iteration 44Q: 3 clusters Score -415658.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -415681.343750 Penalty: 4089.450439
	Iteration 45Q: 3 clusters Score -415681.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -415697.687500 Penalty: 4089.450439
	Iteration 46Q: 3 clusters Score -415697.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -415708.843750 Penalty: 4089.450439
	Iteration 47Q: 3 clusters Score -415708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -415716.500000 Penalty: 4089.450439
	Iteration 48Q: 3 clusters Score -415716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -415727.375000 Penalty: 4089.450439
	Iteration 49Q: 3 clusters Score -415727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -415735.937500 Penalty: 4089.450439
	Iteration 50Q: 3 clusters Score -415735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -415744.937500 Penalty: 4089.450439
	Iteration 51Q: 3 clusters Score -415744.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -415752.250000 Penalty: 4089.450439
	Iteration 52Q: 3 clusters Score -415752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -415756.812500 Penalty: 4089.450439
	Iteration 53Q: 3 clusters Score -415756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -415763.843750 Penalty: 4089.450439
	Iteration 54Q: 3 clusters Score -415763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -415766.062500 Penalty: 4089.450439
	Iteration 55Q: 3 clusters Score -415766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -415770.937500 Penalty: 4089.450439
	Iteration 56Q: 3 clusters Score -415770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -415773.625000 Penalty: 4089.450439
	Iteration 57Q: 3 clusters Score -415773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -415774.500000 Penalty: 4089.450439
	Iteration 58Q: 3 clusters Score -415774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -415779.906250 Penalty: 4089.450439
	Iteration 59Q: 3 clusters Score -415779.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -415789.875000 Penalty: 4089.450439
	Iteration 60F: 3 clusters Score -415789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -415800.031250 Penalty: 4089.450439
	Iteration 61Q: 3 clusters Score -415800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -415805.156250 Penalty: 4089.450439
	Iteration 62Q: 3 clusters Score -415805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -415807.093750 Penalty: 4089.450439
	Iteration 63Q: 3 clusters Score -415807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -415812.250000 Penalty: 4089.450439
	Iteration 64Q: 3 clusters Score -415812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -415813.875000 Penalty: 4089.450439
	Iteration 65Q: 3 clusters Score -415813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -415816.281250 Penalty: 4089.450439
	Iteration 66Q: 3 clusters Score -415816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -415817.250000 Penalty: 4089.450439
	Iteration 67Q: 3 clusters Score -415817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -415816.562500 Penalty: 4089.450439
	Iteration 68Q: 3 clusters Score -415816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -415816.562500 Penalty: 4089.450439
	Iteration 69F: 3 clusters Score -415816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -431591.187500 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -431591.2 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 1910 members 
Entering Unmasked Estep 
Score: -427747.281250 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -427747.3 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -428601.812500 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -428601.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428794.750000 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -428794.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -428895.000000 Penalty: 4095.791748
	Iteration 3Q: 3 clusters Score -428895 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -428970.062500 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -428970.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -429028.718750 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -429028.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -429067.875000 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -429067.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -429108.593750 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -429108.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -429137.156250 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -429137.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -429162.281250 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -429162.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -429183.375000 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -429183.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -429212.625000 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -429212.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -429246.468750 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -429246.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -429275.125000 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -429275.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -429298.218750 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -429298.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -429322.687500 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -429322.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -429347.906250 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -429347.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -429378.656250 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -429378.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -429427.781250 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -429427.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -429475.406250 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -429475.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -429554.843750 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -429554.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -429654.562500 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -429654.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -429804.062500 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -429804.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -429985.031250 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -429985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -430192.500000 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -430192.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -430433.781250 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -430433.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -430808.375000 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -430808.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -431208.562500 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -431208.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -431411.218750 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -431411.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -431474.406250 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -431474.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -431515.218750 Penalty: 4095.791748
	Iteration 30Q: 3 clusters Score -431515.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -431535.000000 Penalty: 4095.791748
	Iteration 31Q: 3 clusters Score -431535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -431539.000000 Penalty: 4095.791748
	Iteration 32Q: 3 clusters Score -431539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -431540.625000 Penalty: 4095.791748
	Iteration 33Q: 3 clusters Score -431540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -431539.875000 Penalty: 4095.791748
	Iteration 34Q: 3 clusters Score -431539.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -431539.875000 Penalty: 4095.791748
	Iteration 35F: 3 clusters Score -431539.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Entering Unmasked Estep 
Score: -2850707.000000 Penalty: 2508.821777
	Iteration 0F: 2 clusters Score -2850707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2833428.250000 Penalty: 5017.643555
	Iteration 0F: 3 clusters Score -2833428 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2839434.000000 Penalty: 5017.643555
	Iteration 1F: 3 clusters Score -2839434 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2839929.750000 Penalty: 5017.643555
	Iteration 2F: 3 clusters Score -2839930 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2840458.500000 Penalty: 5017.643555
	Iteration 3Q: 3 clusters Score -2840458 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2841131.000000 Penalty: 5017.643555
	Iteration 4F: 3 clusters Score -2841131 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2841993.000000 Penalty: 5017.643555
	Iteration 5F: 3 clusters Score -2841993 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2843151.250000 Penalty: 5017.643555
	Iteration 6F: 3 clusters Score -2843151 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2844592.750000 Penalty: 5017.643555
	Iteration 7F: 3 clusters Score -2844593 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2846068.250000 Penalty: 5017.643555
	Iteration 8F: 3 clusters Score -2846068 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2847185.250000 Penalty: 5017.643555
	Iteration 9Q: 3 clusters Score -2847185 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2847845.250000 Penalty: 5017.643555
	Iteration 10Q: 3 clusters Score -2847845 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2848146.250000 Penalty: 5017.643555
	Iteration 11Q: 3 clusters Score -2848146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2848307.750000 Penalty: 5017.643555
	Iteration 12Q: 3 clusters Score -2848308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2848377.250000 Penalty: 5017.643555
	Iteration 13Q: 3 clusters Score -2848377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2848418.250000 Penalty: 5017.643555
	Iteration 14Q: 3 clusters Score -2848418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2848428.500000 Penalty: 5017.643555
	Iteration 15Q: 3 clusters Score -2848428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2848441.750000 Penalty: 5017.643555
	Iteration 16Q: 3 clusters Score -2848442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2848449.250000 Penalty: 5017.643555
	Iteration 17Q: 3 clusters Score -2848449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2848459.500000 Penalty: 5017.643555
	Iteration 18Q: 3 clusters Score -2848460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2848460.000000 Penalty: 5017.643555
	Iteration 19Q: 3 clusters Score -2848460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2848461.500000 Penalty: 5017.643555
	Iteration 20F: 3 clusters Score -2848462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2848461.750000 Penalty: 5017.643555
	Iteration 21Q: 3 clusters Score -2848462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2848468.000000 Penalty: 5017.643555
	Iteration 22Q: 3 clusters Score -2848468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2848468.000000 Penalty: 5017.643555
	Iteration 23F: 3 clusters Score -2848468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Entering Unmasked Estep 
Score: -4775945.000000 Penalty: 2640.725830
	Iteration 0F: 2 clusters Score -4775945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4747329.000000 Penalty: 5281.451660
	Iteration 0F: 3 clusters Score -4747329 nChanged 19463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4758079.500000 Penalty: 5281.451660
	Iteration 1F: 3 clusters Score -4758080 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4758639.500000 Penalty: 5281.451660
	Iteration 2Q: 3 clusters Score -4758640 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4759241.000000 Penalty: 5281.451660
	Iteration 3Q: 3 clusters Score -4759241 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4759859.000000 Penalty: 5281.451660
	Iteration 4Q: 3 clusters Score -4759859 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4760514.000000 Penalty: 5281.451660
	Iteration 5Q: 3 clusters Score -4760514 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4761229.000000 Penalty: 5281.451660
	Iteration 6Q: 3 clusters Score -4761229 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4762092.500000 Penalty: 5281.451660
	Iteration 7Q: 3 clusters Score -4762092 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4763115.500000 Penalty: 5281.451660
	Iteration 8Q: 3 clusters Score -4763116 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4764347.000000 Penalty: 5281.451660
	Iteration 9F: 3 clusters Score -4764347 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4765796.500000 Penalty: 5281.451660
	Iteration 10F: 3 clusters Score -4765796 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4767313.000000 Penalty: 5281.451660
	Iteration 11F: 3 clusters Score -4767313 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4768835.000000 Penalty: 5281.451660
	Iteration 12Q: 3 clusters Score -4768835 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -4770117.500000 Penalty: 5281.451660
	Iteration 13Q: 3 clusters Score -4770118 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4771202.500000 Penalty: 5281.451660
	Iteration 14Q: 3 clusters Score -4771202 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4771860.500000 Penalty: 5281.451660
	Iteration 15Q: 3 clusters Score -4771860 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4772278.000000 Penalty: 5281.451660
	Iteration 16Q: 3 clusters Score -4772278 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4772596.000000 Penalty: 5281.451660
	Iteration 17Q: 3 clusters Score -4772596 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4772837.500000 Penalty: 5281.451660
	Iteration 18Q: 3 clusters Score -4772838 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -4773014.000000 Penalty: 5281.451660
	Iteration 19Q: 3 clusters Score -4773014 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -4773129.000000 Penalty: 5281.451660
	Iteration 20F: 3 clusters Score -4773129 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -4773230.500000 Penalty: 5281.451660
	Iteration 21Q: 3 clusters Score -4773230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4773299.500000 Penalty: 5281.451660
	Iteration 22Q: 3 clusters Score -4773300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -4773360.000000 Penalty: 5281.451660
	Iteration 23Q: 3 clusters Score -4773360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4773411.500000 Penalty: 5281.451660
	Iteration 24Q: 3 clusters Score -4773412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -4773449.000000 Penalty: 5281.451660
	Iteration 25Q: 3 clusters Score -4773449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4773472.000000 Penalty: 5281.451660
	Iteration 26Q: 3 clusters Score -4773472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4773504.500000 Penalty: 5281.451660
	Iteration 27Q: 3 clusters Score -4773504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -4773540.000000 Penalty: 5281.451660
	Iteration 28Q: 3 clusters Score -4773540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -4773547.000000 Penalty: 5281.451660
	Iteration 29Q: 3 clusters Score -4773547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4773556.500000 Penalty: 5281.451660
	Iteration 30Q: 3 clusters Score -4773556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -4773573.000000 Penalty: 5281.451660
	Iteration 31Q: 3 clusters Score -4773573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4773587.000000 Penalty: 5281.451660
	Iteration 32Q: 3 clusters Score -4773587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -4773599.000000 Penalty: 5281.451660
	Iteration 33Q: 3 clusters Score -4773599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -4773602.500000 Penalty: 5281.451660
	Iteration 34Q: 3 clusters Score -4773602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -4773606.000000 Penalty: 5281.451660
	Iteration 35Q: 3 clusters Score -4773606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4773609.000000 Penalty: 5281.451660
	Iteration 36Q: 3 clusters Score -4773609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -4773609.500000 Penalty: 5281.451660
	Iteration 37Q: 3 clusters Score -4773610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -4773617.000000 Penalty: 5281.451660
	Iteration 38Q: 3 clusters Score -4773617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4773621.500000 Penalty: 5281.451660
	Iteration 39Q: 3 clusters Score -4773622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -4773628.500000 Penalty: 5281.451660
	Iteration 40F: 3 clusters Score -4773628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -4773627.500000 Penalty: 5281.451660
	Iteration 41Q: 3 clusters Score -4773628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -4773635.000000 Penalty: 5281.451660
	Iteration 42Q: 3 clusters Score -4773635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -4773637.500000 Penalty: 5281.451660
	Iteration 43Q: 3 clusters Score -4773638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4773642.000000 Penalty: 5281.451660
	Iteration 44Q: 3 clusters Score -4773642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4773650.000000 Penalty: 5281.451660
	Iteration 45Q: 3 clusters Score -4773650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4773652.000000 Penalty: 5281.451660
	Iteration 46Q: 3 clusters Score -4773652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -4773651.500000 Penalty: 5281.451660
	Iteration 47Q: 3 clusters Score -4773652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -4773658.500000 Penalty: 5281.451660
	Iteration 48Q: 3 clusters Score -4773658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -4773655.500000 Penalty: 5281.451660
	Iteration 49Q: 3 clusters Score -4773656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -4773657.500000 Penalty: 5281.451660
	Iteration 50Q: 3 clusters Score -4773658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -4773658.500000 Penalty: 5281.451660
	Iteration 51Q: 3 clusters Score -4773658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4773663.500000 Penalty: 5281.451660
	Iteration 52Q: 3 clusters Score -4773664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4773670.500000 Penalty: 5281.451660
	Iteration 53Q: 3 clusters Score -4773670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4773671.500000 Penalty: 5281.451660
	Iteration 54Q: 3 clusters Score -4773672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4773668.500000 Penalty: 5281.451660
	Iteration 55Q: 3 clusters Score -4773668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4773673.000000 Penalty: 5281.451660
	Iteration 56Q: 3 clusters Score -4773673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4773670.500000 Penalty: 5281.451660
	Iteration 57Q: 3 clusters Score -4773670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4773672.000000 Penalty: 5281.451660
	Iteration 58Q: 3 clusters Score -4773672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4773673.000000 Penalty: 5281.451660
	Iteration 59Q: 3 clusters Score -4773673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -4773674.000000 Penalty: 5281.451660
	Iteration 60F: 3 clusters Score -4773674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -4773676.500000 Penalty: 5281.451660
	Iteration 61Q: 3 clusters Score -4773676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -4773677.500000 Penalty: 5281.451660
	Iteration 62Q: 3 clusters Score -4773678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4773675.000000 Penalty: 5281.451660
	Iteration 63Q: 3 clusters Score -4773675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4773675.000000 Penalty: 5281.451660
	Iteration 64F: 3 clusters Score -4773675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -56574.765625 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -56574.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55062.023438 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -55062.02 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55507.664062 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -55507.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55615.234375 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -55615.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55675.425781 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -55675.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55722.261719 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -55722.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55741.195312 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -55741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55761.203125 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -55761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55766.343750 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -55766.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55768.207031 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -55768.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55768.207031 Penalty: 3188.340332
	Iteration 9F: 3 clusters Score -55768.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -154764.406250 Penalty: 1820.205322
	Iteration 0F: 2 clusters Score -154764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152445.234375 Penalty: 3640.410645
	Iteration 0F: 3 clusters Score -152445.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152898.562500 Penalty: 3640.410645
	Iteration 1F: 3 clusters Score -152898.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -153039.328125 Penalty: 3640.410645
	Iteration 2F: 3 clusters Score -153039.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153135.140625 Penalty: 3640.410645
	Iteration 3F: 3 clusters Score -153135.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153213.921875 Penalty: 3640.410645
	Iteration 4Q: 3 clusters Score -153213.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -153304.687500 Penalty: 3640.410645
	Iteration 5Q: 3 clusters Score -153304.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153390.984375 Penalty: 3640.410645
	Iteration 6Q: 3 clusters Score -153391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -153462.500000 Penalty: 3640.410645
	Iteration 7Q: 3 clusters Score -153462.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -153539.562500 Penalty: 3640.410645
	Iteration 8Q: 3 clusters Score -153539.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -153598.750000 Penalty: 3640.410645
	Iteration 9Q: 3 clusters Score -153598.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -153643.984375 Penalty: 3640.410645
	Iteration 10Q: 3 clusters Score -153644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -153683.093750 Penalty: 3640.410645
	Iteration 11Q: 3 clusters Score -153683.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153712.125000 Penalty: 3640.410645
	Iteration 12Q: 3 clusters Score -153712.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -153741.625000 Penalty: 3640.410645
	Iteration 13Q: 3 clusters Score -153741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -153756.718750 Penalty: 3640.410645
	Iteration 14Q: 3 clusters Score -153756.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -153769.593750 Penalty: 3640.410645
	Iteration 15Q: 3 clusters Score -153769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -153780.062500 Penalty: 3640.410645
	Iteration 16Q: 3 clusters Score -153780.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -153792.078125 Penalty: 3640.410645
	Iteration 17Q: 3 clusters Score -153792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -153804.531250 Penalty: 3640.410645
	Iteration 18Q: 3 clusters Score -153804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -153811.437500 Penalty: 3640.410645
	Iteration 19Q: 3 clusters Score -153811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -153817.546875 Penalty: 3640.410645
	Iteration 20F: 3 clusters Score -153817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -153824.328125 Penalty: 3640.410645
	Iteration 21Q: 3 clusters Score -153824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -153827.609375 Penalty: 3640.410645
	Iteration 22Q: 3 clusters Score -153827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153830.359375 Penalty: 3640.410645
	Iteration 23Q: 3 clusters Score -153830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153830.359375 Penalty: 3640.410645
	Iteration 24F: 3 clusters Score -153830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (104851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Entering Unmasked Estep 
Score: -11884992.000000 Penalty: 2866.953125
	Iteration 0F: 2 clusters Score -1.188499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -11814778.000000 Penalty: 5733.906250
	Iteration 0F: 3 clusters Score -1.181478e+07 nChanged 49523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -11843071.000000 Penalty: 5733.906250
	Iteration 1F: 3 clusters Score -1.184307e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -11843717.000000 Penalty: 5733.906250
	Iteration 2Q: 3 clusters Score -1.184372e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -11844545.000000 Penalty: 5733.906250
	Iteration 3Q: 3 clusters Score -1.184454e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -11845738.000000 Penalty: 5733.906250
	Iteration 4Q: 3 clusters Score -1.184574e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -11847129.000000 Penalty: 5733.906250
	Iteration 5Q: 3 clusters Score -1.184713e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -11849079.000000 Penalty: 5733.906250
	Iteration 6Q: 3 clusters Score -1.184908e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -11852170.000000 Penalty: 5733.906250
	Iteration 7Q: 3 clusters Score -1.185217e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -11856531.000000 Penalty: 5733.906250
	Iteration 8F: 3 clusters Score -1.185653e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -11861295.000000 Penalty: 5733.906250
	Iteration 9F: 3 clusters Score -1.18613e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -11865570.000000 Penalty: 5733.906250
	Iteration 10F: 3 clusters Score -1.186557e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -11868709.000000 Penalty: 5733.906250
	Iteration 11Q: 3 clusters Score -1.186871e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -11871058.000000 Penalty: 5733.906250
	Iteration 12Q: 3 clusters Score -1.187106e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -11872885.000000 Penalty: 5733.906250
	Iteration 13Q: 3 clusters Score -1.187288e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -11874384.000000 Penalty: 5733.906250
	Iteration 14Q: 3 clusters Score -1.187438e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -11875641.000000 Penalty: 5733.906250
	Iteration 15Q: 3 clusters Score -1.187564e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -11876836.000000 Penalty: 5733.906250
	Iteration 16Q: 3 clusters Score -1.187684e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 96959 members 
Entering Unmasked Estep 
Score: -11877998.000000 Penalty: 5733.906250
	Iteration 17Q: 3 clusters Score -1.1878e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 98730 members 
Entering Unmasked Estep 
Score: -11879069.000000 Penalty: 5733.906250
	Iteration 18Q: 3 clusters Score -1.187907e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
Score: -11880001.000000 Penalty: 5733.906250
	Iteration 19Q: 3 clusters Score -1.188e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -11880805.000000 Penalty: 5733.906250
	Iteration 20F: 3 clusters Score -1.18808e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -11881347.000000 Penalty: 5733.906250
	Iteration 21Q: 3 clusters Score -1.188135e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -11881712.000000 Penalty: 5733.906250
	Iteration 22Q: 3 clusters Score -1.188171e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -11882003.000000 Penalty: 5733.906250
	Iteration 23Q: 3 clusters Score -1.1882e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -11882191.000000 Penalty: 5733.906250
	Iteration 24Q: 3 clusters Score -1.188219e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -11882297.000000 Penalty: 5733.906250
	Iteration 25Q: 3 clusters Score -1.18823e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -11882341.000000 Penalty: 5733.906250
	Iteration 26Q: 3 clusters Score -1.188234e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -11882372.000000 Penalty: 5733.906250
	Iteration 27Q: 3 clusters Score -1.188237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -11882409.000000 Penalty: 5733.906250
	Iteration 28Q: 3 clusters Score -1.188241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -11882453.000000 Penalty: 5733.906250
	Iteration 29Q: 3 clusters Score -1.188245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -11882484.000000 Penalty: 5733.906250
	Iteration 30Q: 3 clusters Score -1.188248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -11882494.000000 Penalty: 5733.906250
	Iteration 31Q: 3 clusters Score -1.188249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -11882503.000000 Penalty: 5733.906250
	Iteration 32Q: 3 clusters Score -1.18825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -11882510.000000 Penalty: 5733.906250
	Iteration 33Q: 3 clusters Score -1.188251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -11882520.000000 Penalty: 5733.906250
	Iteration 34Q: 3 clusters Score -1.188252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -11882511.000000 Penalty: 5733.906250
	Iteration 35Q: 3 clusters Score -1.188251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -11882506.000000 Penalty: 5733.906250
	Iteration 36Q: 3 clusters Score -1.188251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -11882506.000000 Penalty: 5733.906250
	Iteration 37Q: 3 clusters Score -1.188251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -11882504.000000 Penalty: 5733.906250
	Iteration 38Q: 3 clusters Score -1.18825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 104281 members 
Entering Unmasked Estep 
Score: -11882502.000000 Penalty: 5733.906250
	Iteration 39Q: 3 clusters Score -1.18825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -11882512.000000 Penalty: 5733.906250
	Iteration 40F: 3 clusters Score -1.188251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -11882510.000000 Penalty: 5733.906250
	Iteration 41Q: 3 clusters Score -1.188251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -11882521.000000 Penalty: 5733.906250
	Iteration 42Q: 3 clusters Score -1.188252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -11882524.000000 Penalty: 5733.906250
	Iteration 43Q: 3 clusters Score -1.188252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -11882521.000000 Penalty: 5733.906250
	Iteration 44Q: 3 clusters Score -1.188252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -11882521.000000 Penalty: 5733.906250
	Iteration 45Q: 3 clusters Score -1.188252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -11882519.000000 Penalty: 5733.906250
	Iteration 46Q: 3 clusters Score -1.188252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -11882519.000000 Penalty: 5733.906250
	Iteration 47F: 3 clusters Score -1.188252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Entering Unmasked Estep 
Score: -5545109.500000 Penalty: 2676.751221
	Iteration 0F: 2 clusters Score -5545110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -5512401.000000 Penalty: 5353.502441
	Iteration 0F: 3 clusters Score -5512401 nChanged 22350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5524660.500000 Penalty: 5353.502441
	Iteration 1F: 3 clusters Score -5524660 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5525311.000000 Penalty: 5353.502441
	Iteration 2Q: 3 clusters Score -5525311 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5525964.000000 Penalty: 5353.502441
	Iteration 3Q: 3 clusters Score -5525964 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5526800.000000 Penalty: 5353.502441
	Iteration 4Q: 3 clusters Score -5526800 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5527821.500000 Penalty: 5353.502441
	Iteration 5Q: 3 clusters Score -5527822 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5529079.000000 Penalty: 5353.502441
	Iteration 6F: 3 clusters Score -5529079 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5530783.000000 Penalty: 5353.502441
	Iteration 7F: 3 clusters Score -5530783 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5532809.500000 Penalty: 5353.502441
	Iteration 8F: 3 clusters Score -5532810 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -5535215.500000 Penalty: 5353.502441
	Iteration 9F: 3 clusters Score -5535216 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5537703.500000 Penalty: 5353.502441
	Iteration 10F: 3 clusters Score -5537704 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -5539957.000000 Penalty: 5353.502441
	Iteration 11Q: 3 clusters Score -5539957 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -5541354.000000 Penalty: 5353.502441
	Iteration 12Q: 3 clusters Score -5541354 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -5541996.000000 Penalty: 5353.502441
	Iteration 13Q: 3 clusters Score -5541996 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5542306.500000 Penalty: 5353.502441
	Iteration 14Q: 3 clusters Score -5542306 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -5542475.500000 Penalty: 5353.502441
	Iteration 15Q: 3 clusters Score -5542476 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5542598.500000 Penalty: 5353.502441
	Iteration 16Q: 3 clusters Score -5542598 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5542681.500000 Penalty: 5353.502441
	Iteration 17Q: 3 clusters Score -5542682 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -5542743.500000 Penalty: 5353.502441
	Iteration 18Q: 3 clusters Score -5542744 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5542795.500000 Penalty: 5353.502441
	Iteration 19Q: 3 clusters Score -5542796 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -5542804.500000 Penalty: 5353.502441
	Iteration 20F: 3 clusters Score -5542804 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -5542833.000000 Penalty: 5353.502441
	Iteration 21Q: 3 clusters Score -5542833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5542837.500000 Penalty: 5353.502441
	Iteration 22Q: 3 clusters Score -5542838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5542859.000000 Penalty: 5353.502441
	Iteration 23Q: 3 clusters Score -5542859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5542868.000000 Penalty: 5353.502441
	Iteration 24Q: 3 clusters Score -5542868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5542877.500000 Penalty: 5353.502441
	Iteration 25Q: 3 clusters Score -5542878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -5542885.500000 Penalty: 5353.502441
	Iteration 26Q: 3 clusters Score -5542886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -5542901.500000 Penalty: 5353.502441
	Iteration 27Q: 3 clusters Score -5542902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5542897.500000 Penalty: 5353.502441
	Iteration 28Q: 3 clusters Score -5542898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -5542894.500000 Penalty: 5353.502441
	Iteration 29Q: 3 clusters Score -5542894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -5542891.000000 Penalty: 5353.502441
	Iteration 30Q: 3 clusters Score -5542891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -5542903.000000 Penalty: 5353.502441
	Iteration 31Q: 3 clusters Score -5542903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5542908.500000 Penalty: 5353.502441
	Iteration 32Q: 3 clusters Score -5542908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5542906.500000 Penalty: 5353.502441
	Iteration 33Q: 3 clusters Score -5542906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5542901.500000 Penalty: 5353.502441
	Iteration 34Q: 3 clusters Score -5542902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5542907.500000 Penalty: 5353.502441
	Iteration 35Q: 3 clusters Score -5542908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5542891.000000 Penalty: 5353.502441
	Iteration 36Q: 3 clusters Score -5542891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5542900.000000 Penalty: 5353.502441
	Iteration 37Q: 3 clusters Score -5542900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -5542909.500000 Penalty: 5353.502441
	Iteration 38Q: 3 clusters Score -5542910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -5542910.500000 Penalty: 5353.502441
	Iteration 39Q: 3 clusters Score -5542910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5542913.500000 Penalty: 5353.502441
	Iteration 40F: 3 clusters Score -5542914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5542918.000000 Penalty: 5353.502441
	Iteration 41Q: 3 clusters Score -5542918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -5542916.500000 Penalty: 5353.502441
	Iteration 42Q: 3 clusters Score -5542916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5542920.000000 Penalty: 5353.502441
	Iteration 43Q: 3 clusters Score -5542920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -5542909.000000 Penalty: 5353.502441
	Iteration 44Q: 3 clusters Score -5542909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5542917.000000 Penalty: 5353.502441
	Iteration 45Q: 3 clusters Score -5542917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5542915.500000 Penalty: 5353.502441
	Iteration 46Q: 3 clusters Score -5542916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5542917.500000 Penalty: 5353.502441
	Iteration 47Q: 3 clusters Score -5542918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -5542921.500000 Penalty: 5353.502441
	Iteration 48Q: 3 clusters Score -5542922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -5542918.000000 Penalty: 5353.502441
	Iteration 49Q: 3 clusters Score -5542918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5542917.500000 Penalty: 5353.502441
	Iteration 50Q: 3 clusters Score -5542918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5542914.500000 Penalty: 5353.502441
	Iteration 51Q: 3 clusters Score -5542914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -5542910.000000 Penalty: 5353.502441
	Iteration 52Q: 3 clusters Score -5542910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -5542910.000000 Penalty: 5353.502441
	Iteration 53F: 3 clusters Score -5542910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -144526.125000 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -144526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -142347.812500 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -142347.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142703.593750 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -142703.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142813.656250 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -142813.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -142865.093750 Penalty: 3592.427734
	Iteration 3Q: 3 clusters Score -142865.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -142891.656250 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -142891.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -142910.984375 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -142911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -142936.218750 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -142936.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142956.890625 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -142956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142971.609375 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -142971.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -142978.875000 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -142978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142982.421875 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -142982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142986.343750 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -142986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -142993.625000 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -142993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -143016.203125 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -143016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -143032.250000 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -143032.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -143066.468750 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -143066.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -143084.437500 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -143084.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143100.078125 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -143100.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -143110.359375 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -143110.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -143124.718750 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -143124.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -143134.265625 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -143134.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143147.250000 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -143147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -143161.140625 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -143161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -143175.812500 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -143175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -143184.765625 Penalty: 3592.427734
	Iteration 24Q: 3 clusters Score -143184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143195.031250 Penalty: 3592.427734
	Iteration 25Q: 3 clusters Score -143195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -143206.984375 Penalty: 3592.427734
	Iteration 26Q: 3 clusters Score -143207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -143218.781250 Penalty: 3592.427734
	Iteration 27Q: 3 clusters Score -143218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -143226.593750 Penalty: 3592.427734
	Iteration 28Q: 3 clusters Score -143226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -143230.984375 Penalty: 3592.427734
	Iteration 29Q: 3 clusters Score -143231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -143238.687500 Penalty: 3592.427734
	Iteration 30Q: 3 clusters Score -143238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -143244.250000 Penalty: 3592.427734
	Iteration 31Q: 3 clusters Score -143244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -143246.843750 Penalty: 3592.427734
	Iteration 32Q: 3 clusters Score -143246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -143247.703125 Penalty: 3592.427734
	Iteration 33Q: 3 clusters Score -143247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -143247.703125 Penalty: 3592.427734
	Iteration 34F: 3 clusters Score -143247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -130427.140625 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -130427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128348.859375 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -128348.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128652.429688 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -128652.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128750.179688 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -128750.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128794.718750 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -128794.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128816.562500 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -128816.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -128829.562500 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -128829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128843.742188 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -128843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128850.843750 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -128850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128857.898438 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -128857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128872.429688 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -128872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128884.085938 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -128884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128888.367188 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -128888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128893.265625 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -128893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128893.773438 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -128893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128893.773438 Penalty: 3507.079102
	Iteration 14F: 3 clusters Score -128893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Entering Unmasked Estep 
Score: -3087465.000000 Penalty: 2537.500244
	Iteration 0F: 2 clusters Score -3087465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3068248.500000 Penalty: 5075.000488
	Iteration 0F: 3 clusters Score -3068248 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3075203.250000 Penalty: 5075.000488
	Iteration 1F: 3 clusters Score -3075203 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3075928.250000 Penalty: 5075.000488
	Iteration 2F: 3 clusters Score -3075928 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3076666.500000 Penalty: 5075.000488
	Iteration 3F: 3 clusters Score -3076666 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3077388.500000 Penalty: 5075.000488
	Iteration 4F: 3 clusters Score -3077388 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3078117.500000 Penalty: 5075.000488
	Iteration 5F: 3 clusters Score -3078118 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3078848.250000 Penalty: 5075.000488
	Iteration 6F: 3 clusters Score -3078848 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3079531.250000 Penalty: 5075.000488
	Iteration 7Q: 3 clusters Score -3079531 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3080158.000000 Penalty: 5075.000488
	Iteration 8Q: 3 clusters Score -3080158 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3080684.000000 Penalty: 5075.000488
	Iteration 9Q: 3 clusters Score -3080684 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3081152.000000 Penalty: 5075.000488
	Iteration 10Q: 3 clusters Score -3081152 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3081461.250000 Penalty: 5075.000488
	Iteration 11Q: 3 clusters Score -3081461 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3081734.000000 Penalty: 5075.000488
	Iteration 12Q: 3 clusters Score -3081734 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3081933.250000 Penalty: 5075.000488
	Iteration 13Q: 3 clusters Score -3081933 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3082058.000000 Penalty: 5075.000488
	Iteration 14Q: 3 clusters Score -3082058 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3082167.750000 Penalty: 5075.000488
	Iteration 15Q: 3 clusters Score -3082168 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3082237.750000 Penalty: 5075.000488
	Iteration 16Q: 3 clusters Score -3082238 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3082285.000000 Penalty: 5075.000488
	Iteration 17Q: 3 clusters Score -3082285 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3082333.750000 Penalty: 5075.000488
	Iteration 18Q: 3 clusters Score -3082334 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3082369.000000 Penalty: 5075.000488
	Iteration 19Q: 3 clusters Score -3082369 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3082391.250000 Penalty: 5075.000488
	Iteration 20F: 3 clusters Score -3082391 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3082408.500000 Penalty: 5075.000488
	Iteration 21Q: 3 clusters Score -3082408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3082437.000000 Penalty: 5075.000488
	Iteration 22Q: 3 clusters Score -3082437 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3082472.000000 Penalty: 5075.000488
	Iteration 23Q: 3 clusters Score -3082472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3082497.250000 Penalty: 5075.000488
	Iteration 24Q: 3 clusters Score -3082497 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3082534.750000 Penalty: 5075.000488
	Iteration 25Q: 3 clusters Score -3082535 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3082576.250000 Penalty: 5075.000488
	Iteration 26Q: 3 clusters Score -3082576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3082621.500000 Penalty: 5075.000488
	Iteration 27Q: 3 clusters Score -3082622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3082655.500000 Penalty: 5075.000488
	Iteration 28Q: 3 clusters Score -3082656 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3082691.750000 Penalty: 5075.000488
	Iteration 29Q: 3 clusters Score -3082692 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3082719.250000 Penalty: 5075.000488
	Iteration 30Q: 3 clusters Score -3082719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3082770.250000 Penalty: 5075.000488
	Iteration 31Q: 3 clusters Score -3082770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3082801.750000 Penalty: 5075.000488
	Iteration 32Q: 3 clusters Score -3082802 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3082831.750000 Penalty: 5075.000488
	Iteration 33Q: 3 clusters Score -3082832 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3082880.750000 Penalty: 5075.000488
	Iteration 34Q: 3 clusters Score -3082881 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3082914.500000 Penalty: 5075.000488
	Iteration 35Q: 3 clusters Score -3082914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3082932.500000 Penalty: 5075.000488
	Iteration 36Q: 3 clusters Score -3082932 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3082971.750000 Penalty: 5075.000488
	Iteration 37Q: 3 clusters Score -3082972 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3083026.500000 Penalty: 5075.000488
	Iteration 38Q: 3 clusters Score -3083026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3083058.500000 Penalty: 5075.000488
	Iteration 39Q: 3 clusters Score -3083058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3083097.000000 Penalty: 5075.000488
	Iteration 40F: 3 clusters Score -3083097 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3083158.500000 Penalty: 5075.000488
	Iteration 41Q: 3 clusters Score -3083158 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3083217.000000 Penalty: 5075.000488
	Iteration 42Q: 3 clusters Score -3083217 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3083276.500000 Penalty: 5075.000488
	Iteration 43Q: 3 clusters Score -3083276 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3083319.750000 Penalty: 5075.000488
	Iteration 44Q: 3 clusters Score -3083320 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3083365.500000 Penalty: 5075.000488
	Iteration 45Q: 3 clusters Score -3083366 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3083426.000000 Penalty: 5075.000488
	Iteration 46Q: 3 clusters Score -3083426 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3083475.250000 Penalty: 5075.000488
	Iteration 47Q: 3 clusters Score -3083475 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3083530.500000 Penalty: 5075.000488
	Iteration 48Q: 3 clusters Score -3083530 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3083569.750000 Penalty: 5075.000488
	Iteration 49Q: 3 clusters Score -3083570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3083626.000000 Penalty: 5075.000488
	Iteration 50Q: 3 clusters Score -3083626 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3083696.750000 Penalty: 5075.000488
	Iteration 51Q: 3 clusters Score -3083697 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3083763.500000 Penalty: 5075.000488
	Iteration 52Q: 3 clusters Score -3083764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3083836.750000 Penalty: 5075.000488
	Iteration 53Q: 3 clusters Score -3083837 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3083902.250000 Penalty: 5075.000488
	Iteration 54Q: 3 clusters Score -3083902 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3084006.250000 Penalty: 5075.000488
	Iteration 55Q: 3 clusters Score -3084006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3084097.750000 Penalty: 5075.000488
	Iteration 56Q: 3 clusters Score -3084098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3084216.750000 Penalty: 5075.000488
	Iteration 57Q: 3 clusters Score -3084217 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3084332.500000 Penalty: 5075.000488
	Iteration 58Q: 3 clusters Score -3084332 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3084446.250000 Penalty: 5075.000488
	Iteration 59Q: 3 clusters Score -3084446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3084559.500000 Penalty: 5075.000488
	Iteration 60F: 3 clusters Score -3084560 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3084668.500000 Penalty: 5075.000488
	Iteration 61Q: 3 clusters Score -3084668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3084746.000000 Penalty: 5075.000488
	Iteration 62Q: 3 clusters Score -3084746 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3084812.500000 Penalty: 5075.000488
	Iteration 63Q: 3 clusters Score -3084812 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3084892.000000 Penalty: 5075.000488
	Iteration 64Q: 3 clusters Score -3084892 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3084953.500000 Penalty: 5075.000488
	Iteration 65Q: 3 clusters Score -3084954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3085008.500000 Penalty: 5075.000488
	Iteration 66Q: 3 clusters Score -3085008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3085061.250000 Penalty: 5075.000488
	Iteration 67Q: 3 clusters Score -3085061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3085085.750000 Penalty: 5075.000488
	Iteration 68Q: 3 clusters Score -3085086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3085109.000000 Penalty: 5075.000488
	Iteration 69Q: 3 clusters Score -3085109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3085142.500000 Penalty: 5075.000488
	Iteration 70Q: 3 clusters Score -3085142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3085158.500000 Penalty: 5075.000488
	Iteration 71Q: 3 clusters Score -3085158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3085173.750000 Penalty: 5075.000488
	Iteration 72Q: 3 clusters Score -3085174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3085185.750000 Penalty: 5075.000488
	Iteration 73Q: 3 clusters Score -3085186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3085190.500000 Penalty: 5075.000488
	Iteration 74Q: 3 clusters Score -3085190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3085202.250000 Penalty: 5075.000488
	Iteration 75Q: 3 clusters Score -3085202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3085211.750000 Penalty: 5075.000488
	Iteration 76Q: 3 clusters Score -3085212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3085222.250000 Penalty: 5075.000488
	Iteration 77Q: 3 clusters Score -3085222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3085227.250000 Penalty: 5075.000488
	Iteration 78Q: 3 clusters Score -3085227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3085234.250000 Penalty: 5075.000488
	Iteration 79Q: 3 clusters Score -3085234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3085242.750000 Penalty: 5075.000488
	Iteration 80F: 3 clusters Score -3085243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3085248.750000 Penalty: 5075.000488
	Iteration 81Q: 3 clusters Score -3085249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3085254.000000 Penalty: 5075.000488
	Iteration 82Q: 3 clusters Score -3085254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3085258.750000 Penalty: 5075.000488
	Iteration 83Q: 3 clusters Score -3085259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3085260.250000 Penalty: 5075.000488
	Iteration 84Q: 3 clusters Score -3085260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3085263.500000 Penalty: 5075.000488
	Iteration 85Q: 3 clusters Score -3085264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3085263.500000 Penalty: 5075.000488
	Iteration 86F: 3 clusters Score -3085264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -432019.406250 Penalty: 2073.645752
	Iteration 0F: 2 clusters Score -432019.4 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 2124 members 
Entering Unmasked Estep 
Score: -428013.375000 Penalty: 4147.291504
	Iteration 0F: 3 clusters Score -428013.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -429428.187500 Penalty: 4147.291504
	Iteration 1F: 3 clusters Score -429428.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -430184.781250 Penalty: 4147.291504
	Iteration 2F: 3 clusters Score -430184.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -430768.500000 Penalty: 4147.291504
	Iteration 3F: 3 clusters Score -430768.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -431105.437500 Penalty: 4147.291504
	Iteration 4F: 3 clusters Score -431105.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -431264.812500 Penalty: 4147.291504
	Iteration 5Q: 3 clusters Score -431264.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -431341.625000 Penalty: 4147.291504
	Iteration 6Q: 3 clusters Score -431341.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -431376.906250 Penalty: 4147.291504
	Iteration 7Q: 3 clusters Score -431376.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -431398.750000 Penalty: 4147.291504
	Iteration 8Q: 3 clusters Score -431398.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -431417.687500 Penalty: 4147.291504
	Iteration 9Q: 3 clusters Score -431417.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -431431.812500 Penalty: 4147.291504
	Iteration 10Q: 3 clusters Score -431431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -431443.343750 Penalty: 4147.291504
	Iteration 11Q: 3 clusters Score -431443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -431452.843750 Penalty: 4147.291504
	Iteration 12Q: 3 clusters Score -431452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -431461.562500 Penalty: 4147.291504
	Iteration 13Q: 3 clusters Score -431461.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -431466.375000 Penalty: 4147.291504
	Iteration 14Q: 3 clusters Score -431466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -431472.718750 Penalty: 4147.291504
	Iteration 15Q: 3 clusters Score -431472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -431479.843750 Penalty: 4147.291504
	Iteration 16Q: 3 clusters Score -431479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -431482.468750 Penalty: 4147.291504
	Iteration 17Q: 3 clusters Score -431482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -431486.593750 Penalty: 4147.291504
	Iteration 18Q: 3 clusters Score -431486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -431490.250000 Penalty: 4147.291504
	Iteration 19Q: 3 clusters Score -431490.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -431493.031250 Penalty: 4147.291504
	Iteration 20F: 3 clusters Score -431493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -431494.968750 Penalty: 4147.291504
	Iteration 21Q: 3 clusters Score -431495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -431497.000000 Penalty: 4147.291504
	Iteration 22Q: 3 clusters Score -431497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -431500.375000 Penalty: 4147.291504
	Iteration 23Q: 3 clusters Score -431500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -431505.500000 Penalty: 4147.291504
	Iteration 24Q: 3 clusters Score -431505.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -431508.687500 Penalty: 4147.291504
	Iteration 25Q: 3 clusters Score -431508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -431511.906250 Penalty: 4147.291504
	Iteration 26Q: 3 clusters Score -431511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -431512.937500 Penalty: 4147.291504
	Iteration 27Q: 3 clusters Score -431512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -431514.031250 Penalty: 4147.291504
	Iteration 28Q: 3 clusters Score -431514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -431514.718750 Penalty: 4147.291504
	Iteration 29Q: 3 clusters Score -431514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -431516.687500 Penalty: 4147.291504
	Iteration 30Q: 3 clusters Score -431516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -431517.718750 Penalty: 4147.291504
	Iteration 31Q: 3 clusters Score -431517.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -431519.375000 Penalty: 4147.291504
	Iteration 32Q: 3 clusters Score -431519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -431520.687500 Penalty: 4147.291504
	Iteration 33Q: 3 clusters Score -431520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -431523.093750 Penalty: 4147.291504
	Iteration 34Q: 3 clusters Score -431523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -431526.531250 Penalty: 4147.291504
	Iteration 35Q: 3 clusters Score -431526.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -431528.781250 Penalty: 4147.291504
	Iteration 36Q: 3 clusters Score -431528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -431532.843750 Penalty: 4147.291504
	Iteration 37Q: 3 clusters Score -431532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -431535.437500 Penalty: 4147.291504
	Iteration 38Q: 3 clusters Score -431535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -431540.343750 Penalty: 4147.291504
	Iteration 39Q: 3 clusters Score -431540.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -431554.000000 Penalty: 4147.291504
	Iteration 40F: 3 clusters Score -431554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -431565.187500 Penalty: 4147.291504
	Iteration 41Q: 3 clusters Score -431565.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -431577.750000 Penalty: 4147.291504
	Iteration 42Q: 3 clusters Score -431577.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -431588.968750 Penalty: 4147.291504
	Iteration 43Q: 3 clusters Score -431589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -431605.843750 Penalty: 4147.291504
	Iteration 44Q: 3 clusters Score -431605.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -431625.312500 Penalty: 4147.291504
	Iteration 45Q: 3 clusters Score -431625.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -431647.750000 Penalty: 4147.291504
	Iteration 46Q: 3 clusters Score -431647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -431664.250000 Penalty: 4147.291504
	Iteration 47Q: 3 clusters Score -431664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -431674.187500 Penalty: 4147.291504
	Iteration 48Q: 3 clusters Score -431674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -431681.125000 Penalty: 4147.291504
	Iteration 49Q: 3 clusters Score -431681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -431687.093750 Penalty: 4147.291504
	Iteration 50Q: 3 clusters Score -431687.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -431695.500000 Penalty: 4147.291504
	Iteration 51Q: 3 clusters Score -431695.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -431699.781250 Penalty: 4147.291504
	Iteration 52Q: 3 clusters Score -431699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -431703.937500 Penalty: 4147.291504
	Iteration 53Q: 3 clusters Score -431703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -431707.906250 Penalty: 4147.291504
	Iteration 54Q: 3 clusters Score -431707.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -431709.906250 Penalty: 4147.291504
	Iteration 55Q: 3 clusters Score -431709.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -431711.656250 Penalty: 4147.291504
	Iteration 56Q: 3 clusters Score -431711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -431712.718750 Penalty: 4147.291504
	Iteration 57Q: 3 clusters Score -431712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -431713.781250 Penalty: 4147.291504
	Iteration 58Q: 3 clusters Score -431713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -431714.875000 Penalty: 4147.291504
	Iteration 59Q: 3 clusters Score -431714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -431715.187500 Penalty: 4147.291504
	Iteration 60F: 3 clusters Score -431715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -431715.968750 Penalty: 4147.291504
	Iteration 61Q: 3 clusters Score -431716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -431717.531250 Penalty: 4147.291504
	Iteration 62Q: 3 clusters Score -431717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -431719.093750 Penalty: 4147.291504
	Iteration 63Q: 3 clusters Score -431719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -431719.437500 Penalty: 4147.291504
	Iteration 64Q: 3 clusters Score -431719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -431720.531250 Penalty: 4147.291504
	Iteration 65Q: 3 clusters Score -431720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -431720.531250 Penalty: 4147.291504
	Iteration 66F: 3 clusters Score -431720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Entering Unmasked Estep 
Score: -2622201.500000 Penalty: 2489.894287
	Iteration 0F: 2 clusters Score -2622202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2606221.000000 Penalty: 4979.788574
	Iteration 0F: 3 clusters Score -2606221 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2611723.000000 Penalty: 4979.788574
	Iteration 1F: 3 clusters Score -2611723 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2612124.250000 Penalty: 4979.788574
	Iteration 2F: 3 clusters Score -2612124 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2612480.500000 Penalty: 4979.788574
	Iteration 3Q: 3 clusters Score -2612480 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2612852.500000 Penalty: 4979.788574
	Iteration 4Q: 3 clusters Score -2612852 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2613233.000000 Penalty: 4979.788574
	Iteration 5Q: 3 clusters Score -2613233 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2613609.750000 Penalty: 4979.788574
	Iteration 6Q: 3 clusters Score -2613610 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2614159.750000 Penalty: 4979.788574
	Iteration 7Q: 3 clusters Score -2614160 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2614905.000000 Penalty: 4979.788574
	Iteration 8Q: 3 clusters Score -2614905 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2615880.000000 Penalty: 4979.788574
	Iteration 9F: 3 clusters Score -2615880 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2617005.000000 Penalty: 4979.788574
	Iteration 10F: 3 clusters Score -2617005 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2618028.000000 Penalty: 4979.788574
	Iteration 11F: 3 clusters Score -2618028 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2618946.500000 Penalty: 4979.788574
	Iteration 12F: 3 clusters Score -2618946 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2619713.000000 Penalty: 4979.788574
	Iteration 13Q: 3 clusters Score -2619713 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2620459.000000 Penalty: 4979.788574
	Iteration 14Q: 3 clusters Score -2620459 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2621027.000000 Penalty: 4979.788574
	Iteration 15Q: 3 clusters Score -2621027 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2621430.750000 Penalty: 4979.788574
	Iteration 16Q: 3 clusters Score -2621431 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2621679.750000 Penalty: 4979.788574
	Iteration 17Q: 3 clusters Score -2621680 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2621794.500000 Penalty: 4979.788574
	Iteration 18Q: 3 clusters Score -2621794 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2621879.750000 Penalty: 4979.788574
	Iteration 19Q: 3 clusters Score -2621880 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2621950.500000 Penalty: 4979.788574
	Iteration 20F: 3 clusters Score -2621950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2621977.750000 Penalty: 4979.788574
	Iteration 21Q: 3 clusters Score -2621978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2622007.250000 Penalty: 4979.788574
	Iteration 22Q: 3 clusters Score -2622007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2622021.750000 Penalty: 4979.788574
	Iteration 23Q: 3 clusters Score -2622022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2622044.750000 Penalty: 4979.788574
	Iteration 24Q: 3 clusters Score -2622045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2622051.500000 Penalty: 4979.788574
	Iteration 25Q: 3 clusters Score -2622052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2622066.250000 Penalty: 4979.788574
	Iteration 26Q: 3 clusters Score -2622066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2622089.250000 Penalty: 4979.788574
	Iteration 27Q: 3 clusters Score -2622089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2622103.750000 Penalty: 4979.788574
	Iteration 28Q: 3 clusters Score -2622104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2622117.750000 Penalty: 4979.788574
	Iteration 29Q: 3 clusters Score -2622118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2622123.250000 Penalty: 4979.788574
	Iteration 30Q: 3 clusters Score -2622123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2622129.000000 Penalty: 4979.788574
	Iteration 31Q: 3 clusters Score -2622129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2622141.750000 Penalty: 4979.788574
	Iteration 32Q: 3 clusters Score -2622142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2622144.500000 Penalty: 4979.788574
	Iteration 33Q: 3 clusters Score -2622144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2622153.500000 Penalty: 4979.788574
	Iteration 34Q: 3 clusters Score -2622154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2622155.250000 Penalty: 4979.788574
	Iteration 35Q: 3 clusters Score -2622155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2622158.000000 Penalty: 4979.788574
	Iteration 36Q: 3 clusters Score -2622158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2622155.500000 Penalty: 4979.788574
	Iteration 37Q: 3 clusters Score -2622156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2622164.000000 Penalty: 4979.788574
	Iteration 38Q: 3 clusters Score -2622164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2622163.750000 Penalty: 4979.788574
	Iteration 39Q: 3 clusters Score -2622164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2622163.750000 Penalty: 4979.788574
	Iteration 40F: 3 clusters Score -2622164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2622167.500000 Penalty: 4979.788574
	Iteration 41Q: 3 clusters Score -2622168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2622164.000000 Penalty: 4979.788574
	Iteration 42Q: 3 clusters Score -2622164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2622166.500000 Penalty: 4979.788574
	Iteration 43Q: 3 clusters Score -2622166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2622162.750000 Penalty: 4979.788574
	Iteration 44Q: 3 clusters Score -2622163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2622166.750000 Penalty: 4979.788574
	Iteration 45Q: 3 clusters Score -2622167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2622161.750000 Penalty: 4979.788574
	Iteration 46Q: 3 clusters Score -2622162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2622166.250000 Penalty: 4979.788574
	Iteration 47Q: 3 clusters Score -2622166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2622163.250000 Penalty: 4979.788574
	Iteration 48Q: 3 clusters Score -2622163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2622163.250000 Penalty: 4979.788574
	Iteration 49F: 3 clusters Score -2622163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Entering Unmasked Estep 
Score: -1057374.750000 Penalty: 2271.469727
	Iteration 0F: 2 clusters Score -1057375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1050017.000000 Penalty: 4542.939453
	Iteration 0F: 3 clusters Score -1050017 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1052130.250000 Penalty: 4542.939453
	Iteration 1F: 3 clusters Score -1052130 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1052528.750000 Penalty: 4542.939453
	Iteration 2F: 3 clusters Score -1052529 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1052867.375000 Penalty: 4542.939453
	Iteration 3F: 3 clusters Score -1052867 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1053166.250000 Penalty: 4542.939453
	Iteration 4Q: 3 clusters Score -1053166 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1053455.500000 Penalty: 4542.939453
	Iteration 5Q: 3 clusters Score -1053456 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1053703.625000 Penalty: 4542.939453
	Iteration 6Q: 3 clusters Score -1053704 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1053906.250000 Penalty: 4542.939453
	Iteration 7Q: 3 clusters Score -1053906 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1054074 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1054230 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1054369 nChanged 278
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1054483 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1054587 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1054695 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1054792.625000 Penalty: 4542.939453
	Iteration 14Q: 3 clusters Score -1054793 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1054860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1054924 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1054978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1055027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1055070 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1055115.000000 Penalty: 4542.939453
	Iteration 20F: 3 clusters Score -1055115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1055151.000000 Penalty: 4542.939453
	Iteration 21Q: 3 clusters Score -1055151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1055177.375000 Penalty: 4542.939453
	Iteration 22Q: 3 clusters Score -1055177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1055199.000000 Penalty: 4542.939453
	Iteration 23Q: 3 clusters Score -1055199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1055216.250000 Penalty: 4542.939453
	Iteration 24Q: 3 clusters Score -1055216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1055231.000000 Penalty: 4542.939453
	Iteration 25Q: 3 clusters Score -1055231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1055245.875000 Penalty: 4542.939453
	Iteration 26Q: 3 clusters Score -1055246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1055259.000000 Penalty: 4542.939453
	Iteration 27Q: 3 clusters Score -1055259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1055266.250000 Penalty: 4542.939453
	Iteration 28Q: 3 clusters Score -1055266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1055273.000000 Penalty: 4542.939453
	Iteration 29Q: 3 clusters Score -1055273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1055281.250000 Penalty: 4542.939453
	Iteration 30Q: 3 clusters Score -1055281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1055287.250000 Penalty: 4542.939453
	Iteration 31Q: 3 clusters Score -1055287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1055293.000000 Penalty: 4542.939453
	Iteration 32Q: 3 clusters Score -1055293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1055299.125000 Penalty: 4542.939453
	Iteration 33Q: 3 clusters Score -1055299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1055305.375000 Penalty: 4542.939453
	Iteration 34Q: 3 clusters Score -1055305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1055315.250000 Penalty: 4542.939453
	Iteration 35Q: 3 clusters Score -1055315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1055322.750000 Penalty: 4542.939453
	Iteration 36Q: 3 clusters Score -1055323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1055329.000000 Penalty: 4542.939453
	Iteration 37Q: 3 clusters Score -1055329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1055340.125000 Penalty: 4542.939453
	Iteration 38Q: 3 clusters Score -1055340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1055345.625000 Penalty: 4542.939453
	Iteration 39Q: 3 clusters Score -1055346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1055348.250000 Penalty: 4542.939453
	Iteration 40F: 3 clusters Score -1055348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1055354.125000 Penalty: 4542.939453
	Iteration 41Q: 3 clusters Score -1055354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1055362.250000 Penalty: 4542.939453
	Iteration 42Q: 3 clusters Score -1055362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1055365.875000 Penalty: 4542.939453
	Iteration 43Q: 3 clusters Score -1055366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1055371.250000 Penalty: 4542.939453
	Iteration 44Q: 3 clusters Score -1055371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1055375.250000 Penalty: 4542.939453
	Iteration 45Q: 3 clusters Score -1055375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1055380.625000 Penalty: 4542.939453
	Iteration 46Q: 3 clusters Score -1055381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1055381.375000 Penalty: 4542.939453
	Iteration 47Q: 3 clusters Score -1055381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1055386.625000 Penalty: 4542.939453
	Iteration 48Q: 3 clusters Score -1055387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1055395.000000 Penalty: 4542.939453
	Iteration 49Q: 3 clusters Score -1055395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1055398.125000 Penalty: 4542.939453
	Iteration 50Q: 3 clusters Score -1055398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1055402.625000 Penalty: 4542.939453
	Iteration 51Q: 3 clusters Score -1055403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1055403.750000 Penalty: 4542.939453
	Iteration 52Q: 3 clusters Score -1055404 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1055406.375000 Penalty: 4542.939453
	Iteration 53Q: 3 clusters Score -1055406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1055409.875000 Penalty: 4542.939453
	Iteration 54Q: 3 clusters Score -1055410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1055412.250000 Penalty: 4542.939453
	Iteration 55Q: 3 clusters Score -1055412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1055413.750000 Penalty: 4542.939453
	Iteration 56Q: 3 clusters Score -1055414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1055413.125000 Penalty: 4542.939453
	Iteration 57Q: 3 clusters Score -1055413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1055417.625000 Penalty: 4542.939453
	Iteration 58Q: 3 clusters Score -1055418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1055419.625000 Penalty: 4542.939453
	Iteration 59Q: 3 clusters Score -1055420 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1055418.750000 Penalty: 4542.939453
	Iteration 60F: 3 clusters Score -1055419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1055423.250000 Penalty: 4542.939453
	Iteration 61Q: 3 clusters Score -1055423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1055424.500000 Penalty: 4542.939453
	Iteration 62Q: 3 clusters Score -1055424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1055424.500000 Penalty: 4542.939453
	Iteration 63Q: 3 clusters Score -1055424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1055426.625000 Penalty: 4542.939453
	Iteration 64Q: 3 clusters Score -1055427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1055425.875000 Penalty: 4542.939453
	Iteration 65Q: 3 clusters Score -1055426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1055427.875000 Penalty: 4542.939453
	Iteration 66Q: 3 clusters Score -1055428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1055431.500000 Penalty: 4542.939453
	Iteration 67Q: 3 clusters Score -1055432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1055433.375000 Penalty: 4542.939453
	Iteration 68Q: 3 clusters Score -1055433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1055435.250000 Penalty: 4542.939453
	Iteration 69Q: 3 clusters Score -1055435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1055439.000000 Penalty: 4542.939453
	Iteration 70Q: 3 clusters Score -1055439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1055448.125000 Penalty: 4542.939453
	Iteration 71Q: 3 clusters Score -1055448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1055454.125000 Penalty: 4542.939453
	Iteration 72Q: 3 clusters Score -1055454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1055461.375000 Penalty: 4542.939453
	Iteration 73Q: 3 clusters Score -1055461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1055469.375000 Penalty: 4542.939453
	Iteration 74Q: 3 clusters Score -1055469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1055473.875000 Penalty: 4542.939453
	Iteration 75Q: 3 clusters Score -1055474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1055475.625000 Penalty: 4542.939453
	Iteration 76Q: 3 clusters Score -1055476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1055477.375000 Penalty: 4542.939453
	Iteration 77Q: 3 clusters Score -1055477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1055485.875000 Penalty: 4542.939453
	Iteration 78Q: 3 clusters Score -1055486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1055489.250000 Penalty: 4542.939453
	Iteration 79Q: 3 clusters Score -1055489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1055494.250000 Penalty: 4542.939453
	Iteration 80F: 3 clusters Score -1055494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1055498.500000 Penalty: 4542.939453
	Iteration 81Q: 3 clusters Score -1055498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1055500.625000 Penalty: 4542.939453
	Iteration 82Q: 3 clusters Score -1055501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1055505.125000 Penalty: 4542.939453
	Iteration 83Q: 3 clusters Score -1055505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1055509.375000 Penalty: 4542.939453
	Iteration 84Q: 3 clusters Score -1055509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1055511.750000 Penalty: 4542.939453
	Iteration 85Q: 3 clusters Score -1055512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1055512.500000 Penalty: 4542.939453
	Iteration 86Q: 3 clusters Score -1055512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1055516.125000 Penalty: 4542.939453
	Iteration 87Q: 3 clusters Score -1055516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1055517.500000 Penalty: 4542.939453
	Iteration 88Q: 3 clusters Score -1055518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1055515.625000 Penalty: 4542.939453
	Iteration 89Q: 3 clusters Score -1055516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1055517.125000 Penalty: 4542.939453
	Iteration 90Q: 3 clusters Score -1055517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1055519.000000 Penalty: 4542.939453
	Iteration 91Q: 3 clusters Score -1055519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1055522.750000 Penalty: 4542.939453
	Iteration 92Q: 3 clusters Score -1055523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1055525.125000 Penalty: 4542.939453
	Iteration 93Q: 3 clusters Score -1055525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1055529.750000 Penalty: 4542.939453
	Iteration 94Q: 3 clusters Score -1055530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1055530.000000 Penalty: 4542.939453
	Iteration 95Q: 3 clusters Score -1055530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1055532.375000 Penalty: 4542.939453
	Iteration 96Q: 3 clusters Score -1055532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1055539.125000 Penalty: 4542.939453
	Iteration 97Q: 3 clusters Score -1055539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1055547.250000 Penalty: 4542.939453
	Iteration 98Q: 3 clusters Score -1055547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1055550.000000 Penalty: 4542.939453
	Iteration 99Q: 3 clusters Score -1055550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1055556.875000 Penalty: 4542.939453
	Iteration 100F: 3 clusters Score -1055557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1055565.125000 Penalty: 4542.939453
	Iteration 101Q: 3 clusters Score -1055565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1055571.875000 Penalty: 4542.939453
	Iteration 102Q: 3 clusters Score -1055572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1055577.500000 Penalty: 4542.939453
	Iteration 103Q: 3 clusters Score -1055578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1055579.250000 Penalty: 4542.939453
	Iteration 104Q: 3 clusters Score -1055579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1055583.875000 Penalty: 4542.939453
	Iteration 105Q: 3 clusters Score -1055584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1055584.875000 Penalty: 4542.939453
	Iteration 106Q: 3 clusters Score -1055585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1055589.500000 Penalty: 4542.939453
	Iteration 107Q: 3 clusters Score -1055590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1055591.000000 Penalty: 4542.939453
	Iteration 108Q: 3 clusters Score -1055591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1055590.125000 Penalty: 4542.939453
	Iteration 109Q: 3 clusters Score -1055590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1055594.125000 Penalty: 4542.939453
	Iteration 110Q: 3 clusters Score -1055594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1055595.625000 Penalty: 4542.939453
	Iteration 111Q: 3 clusters Score -1055596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1055599.000000 Penalty: 4542.939453
	Iteration 112Q: 3 clusters Score -1055599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1055600.625000 Penalty: 4542.939453
	Iteration 113Q: 3 clusters Score -1055601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1055600.625000 Penalty: 4542.939453
	Iteration 114Q: 3 clusters Score -1055601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1055602.750000 Penalty: 4542.939453
	Iteration 115Q: 3 clusters Score -1055603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1055607.500000 Penalty: 4542.939453
	Iteration 116Q: 3 clusters Score -1055608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1055611.875000 Penalty: 4542.939453
	Iteration 117Q: 3 clusters Score -1055612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1055609.875000 Penalty: 4542.939453
	Iteration 118Q: 3 clusters Score -1055610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1055614.125000 Penalty: 4542.939453
	Iteration 119Q: 3 clusters Score -1055614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1055617.875000 Penalty: 4542.939453
	Iteration 120F: 3 clusters Score -1055618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1055618.125000 Penalty: 4542.939453
	Iteration 121Q: 3 clusters Score -1055618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1055621.625000 Penalty: 4542.939453
	Iteration 122Q: 3 clusters Score -1055622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1055623.000000 Penalty: 4542.939453
	Iteration 123Q: 3 clusters Score -1055623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1055627.750000 Penalty: 4542.939453
	Iteration 124Q: 3 clusters Score -1055628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1055631.125000 Penalty: 4542.939453
	Iteration 125Q: 3 clusters Score -1055631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1055630.250000 Penalty: 4542.939453
	Iteration 126Q: 3 clusters Score -1055630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1055634.250000 Penalty: 4542.939453
	Iteration 127Q: 3 clusters Score -1055634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1055636.375000 Penalty: 4542.939453
	Iteration 128Q: 3 clusters Score -1055636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1055638.000000 Penalty: 4542.939453
	Iteration 129Q: 3 clusters Score -1055638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1055639.125000 Penalty: 4542.939453
	Iteration 130Q: 3 clusters Score -1055639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1055639.000000 Penalty: 4542.939453
	Iteration 131Q: 3 clusters Score -1055639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1055640.250000 Penalty: 4542.939453
	Iteration 132Q: 3 clusters Score -1055640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1055642.625000 Penalty: 4542.939453
	Iteration 133Q: 3 clusters Score -1055643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1055642.750000 Penalty: 4542.939453
	Iteration 134Q: 3 clusters Score -1055643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1055644.000000 Penalty: 4542.939453
	Iteration 135Q: 3 clusters Score -1055644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1055645.375000 Penalty: 4542.939453
	Iteration 136Q: 3 clusters Score -1055645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1055644.875000 Penalty: 4542.939453
	Iteration 137Q: 3 clusters Score -1055645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1055644.125000 Penalty: 4542.939453
	Iteration 138Q: 3 clusters Score -1055644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1055645.750000 Penalty: 4542.939453
	Iteration 139Q: 3 clusters Score -1055646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1055645.750000 Penalty: 4542.939453
	Iteration 140F: 3 clusters Score -1055646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -737479.875000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -737479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -731859.812500 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -731859.8 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -733331.687500 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -733331.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -733645.750000 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -733645.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -733932.875000 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -733932.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -734172.437500 Penalty: 4376.748047
	Iteration 4Q: 3 clusters Score -734172.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -734340.875000 Penalty: 4376.748047
	Iteration 5Q: 3 clusters Score -734340.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -734485.500000 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -734485.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -734631.812500 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -734631.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -734766.625000 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -734766.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -734903.375000 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -734903.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -735040.937500 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -735040.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -735184.437500 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -735184.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -735299.875000 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -735299.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -735402.437500 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -735402.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -735503.875000 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -735503.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -735572.000000 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -735572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -735624.187500 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -735624.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -735673.375000 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -735673.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -735715.937500 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -735715.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -735750.500000 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -735750.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -735779.500000 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -735779.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -735801.125000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -735801.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -735817.937500 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -735817.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -735835.500000 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -735835.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -735850.312500 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -735850.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -735861.562500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -735861.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -735873.187500 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -735873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -735881.625000 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -735881.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -735889.812500 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -735889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -735899.562500 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -735899.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -735901.750000 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -735901.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -735906.312500 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -735906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -735911.062500 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -735911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -735914.625000 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -735914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -735914.625000 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -735914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -735915.500000 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -735915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -735917.375000 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -735917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -735918.562500 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -735918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -735919.687500 Penalty: 4376.748047
	Iteration 38Q: 3 clusters Score -735919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -735921.937500 Penalty: 4376.748047
	Iteration 39Q: 3 clusters Score -735921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -735923.062500 Penalty: 4376.748047
	Iteration 40F: 3 clusters Score -735923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -735927.375000 Penalty: 4376.748047
	Iteration 41Q: 3 clusters Score -735927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -735931.062500 Penalty: 4376.748047
	Iteration 42Q: 3 clusters Score -735931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -735932.687500 Penalty: 4376.748047
	Iteration 43Q: 3 clusters Score -735932.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -735935.125000 Penalty: 4376.748047
	Iteration 44Q: 3 clusters Score -735935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -735936.812500 Penalty: 4376.748047
	Iteration 45Q: 3 clusters Score -735936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -735938.687500 Penalty: 4376.748047
	Iteration 46Q: 3 clusters Score -735938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -735941.812500 Penalty: 4376.748047
	Iteration 47Q: 3 clusters Score -735941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -735944.750000 Penalty: 4376.748047
	Iteration 48Q: 3 clusters Score -735944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -735946.750000 Penalty: 4376.748047
	Iteration 49Q: 3 clusters Score -735946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -735949.437500 Penalty: 4376.748047
	Iteration 50Q: 3 clusters Score -735949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -735950.062500 Penalty: 4376.748047
	Iteration 51Q: 3 clusters Score -735950.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -735950.062500 Penalty: 4376.748047
	Iteration 52Q: 3 clusters Score -735950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -735953.687500 Penalty: 4376.748047
	Iteration 53Q: 3 clusters Score -735953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -735955.687500 Penalty: 4376.748047
	Iteration 54Q: 3 clusters Score -735955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -735955.562500 Penalty: 4376.748047
	Iteration 55Q: 3 clusters Score -735955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -735958.562500 Penalty: 4376.748047
	Iteration 56Q: 3 clusters Score -735958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -735956.250000 Penalty: 4376.748047
	Iteration 57Q: 3 clusters Score -735956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -735957.875000 Penalty: 4376.748047
	Iteration 58Q: 3 clusters Score -735957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -735957.250000 Penalty: 4376.748047
	Iteration 59Q: 3 clusters Score -735957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -735959.312500 Penalty: 4376.748047
	Iteration 60F: 3 clusters Score -735959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -735960.062500 Penalty: 4376.748047
	Iteration 61Q: 3 clusters Score -735960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -735959.562500 Penalty: 4376.748047
	Iteration 62Q: 3 clusters Score -735959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -735959.437500 Penalty: 4376.748047
	Iteration 63Q: 3 clusters Score -735959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -735960.125000 Penalty: 4376.748047
	Iteration 64Q: 3 clusters Score -735960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -735960.125000 Penalty: 4376.748047
	Iteration 65F: 3 clusters Score -735960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -34543.316406 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -34543.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33137.734375 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -33137.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33308.781250 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -33308.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33385.406250 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -33385.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33531.035156 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -33531.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33926.187500 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -33926.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34017.957031 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -34017.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34080.066406 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -34080.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34136.066406 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -34136.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34194.902344 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -34194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34218.871094 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -34218.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34220.867188 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -34220.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34220.867188 Penalty: 2956.658691
	Iteration 11F: 3 clusters Score -34220.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -487091.812500 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -487091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -482961.937500 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -482961.9 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -483901.031250 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -483901 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -484114.468750 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -484114.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -484284.937500 Penalty: 4166.838379
	Iteration 3F: 3 clusters Score -484284.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -484478.312500 Penalty: 4166.838379
	Iteration 4F: 3 clusters Score -484478.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -484651.500000 Penalty: 4166.838379
	Iteration 5Q: 3 clusters Score -484651.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -484809.750000 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -484809.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -484945.656250 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -484945.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -485040.718750 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -485040.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -485121.250000 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -485121.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -485207.062500 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -485207.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -485277.125000 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -485277.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -485326.906250 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -485326.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -485364.093750 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -485364.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -485395.625000 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -485395.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -485421.281250 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -485421.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -485444.125000 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -485444.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -485475.437500 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -485475.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -485494.500000 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -485494.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -485508.187500 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -485508.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -485527.656250 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -485527.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -485545.625000 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -485545.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -485557.843750 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -485557.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -485569.406250 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -485569.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -485581.312500 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -485581.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -485587.625000 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -485587.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -485593.843750 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -485593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -485600.937500 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -485600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -485605.843750 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -485605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -485609.937500 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -485609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -485615.437500 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -485615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -485622.312500 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -485622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -485627.218750 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -485627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -485631.093750 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -485631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -485633.218750 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -485633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -485635.656250 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -485635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -485636.937500 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -485636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -485638.281250 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -485638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -485638.281250 Penalty: 4166.838379
	Iteration 38F: 3 clusters Score -485638.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Entering Unmasked Estep 
Score: -1385279.375000 Penalty: 2353.261230
	Iteration 0F: 2 clusters Score -1385279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1375623.250000 Penalty: 4706.522461
	Iteration 0F: 3 clusters Score -1375623 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1378695.375000 Penalty: 4706.522461
	Iteration 1F: 3 clusters Score -1378695 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1379092.875000 Penalty: 4706.522461
	Iteration 2F: 3 clusters Score -1379093 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1379437.625000 Penalty: 4706.522461
	Iteration 3F: 3 clusters Score -1379438 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1379788.125000 Penalty: 4706.522461
	Iteration 4Q: 3 clusters Score -1379788 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1380145.375000 Penalty: 4706.522461
	Iteration 5Q: 3 clusters Score -1380145 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1380505.250000 Penalty: 4706.522461
	Iteration 6Q: 3 clusters Score -1380505 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1380806.000000 Penalty: 4706.522461
	Iteration 7Q: 3 clusters Score -1380806 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1381095.875000 Penalty: 4706.522461
	Iteration 8Q: 3 clusters Score -1381096 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1381352.875000 Penalty: 4706.522461
	Iteration 9Q: 3 clusters Score -1381353 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1381572.500000 Penalty: 4706.522461
	Iteration 10Q: 3 clusters Score -1381572 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1381746.875000 Penalty: 4706.522461
	Iteration 11Q: 3 clusters Score -1381747 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1381881.125000 Penalty: 4706.522461
	Iteration 12Q: 3 clusters Score -1381881 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1381997.750000 Penalty: 4706.522461
	Iteration 13Q: 3 clusters Score -1381998 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1382096.750000 Penalty: 4706.522461
	Iteration 14Q: 3 clusters Score -1382097 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1382177.000000 Penalty: 4706.522461
	Iteration 15Q: 3 clusters Score -1382177 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1382258.250000 Penalty: 4706.522461
	Iteration 16Q: 3 clusters Score -1382258 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1382337.500000 Penalty: 4706.522461
	Iteration 17Q: 3 clusters Score -1382338 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1382422.625000 Penalty: 4706.522461
	Iteration 18Q: 3 clusters Score -1382423 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1382519.500000 Penalty: 4706.522461
	Iteration 19Q: 3 clusters Score -1382520 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1382606.125000 Penalty: 4706.522461
	Iteration 20F: 3 clusters Score -1382606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1382685.875000 Penalty: 4706.522461
	Iteration 21Q: 3 clusters Score -1382686 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1382770.625000 Penalty: 4706.522461
	Iteration 22Q: 3 clusters Score -1382771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1382843.125000 Penalty: 4706.522461
	Iteration 23Q: 3 clusters Score -1382843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1382911.125000 Penalty: 4706.522461
	Iteration 24Q: 3 clusters Score -1382911 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1382968.000000 Penalty: 4706.522461
	Iteration 25Q: 3 clusters Score -1382968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1383022.875000 Penalty: 4706.522461
	Iteration 26Q: 3 clusters Score -1383023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1383057.000000 Penalty: 4706.522461
	Iteration 27Q: 3 clusters Score -1383057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1383078.000000 Penalty: 4706.522461
	Iteration 28Q: 3 clusters Score -1383078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1383111.375000 Penalty: 4706.522461
	Iteration 29Q: 3 clusters Score -1383111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1383133.125000 Penalty: 4706.522461
	Iteration 30Q: 3 clusters Score -1383133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1383150.625000 Penalty: 4706.522461
	Iteration 31Q: 3 clusters Score -1383151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1383166.000000 Penalty: 4706.522461
	Iteration 32Q: 3 clusters Score -1383166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1383186.000000 Penalty: 4706.522461
	Iteration 33Q: 3 clusters Score -1383186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1383199.500000 Penalty: 4706.522461
	Iteration 34Q: 3 clusters Score -1383200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1383211.250000 Penalty: 4706.522461
	Iteration 35Q: 3 clusters Score -1383211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1383219.875000 Penalty: 4706.522461
	Iteration 36Q: 3 clusters Score -1383220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1383228.000000 Penalty: 4706.522461
	Iteration 37Q: 3 clusters Score -1383228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1383236.125000 Penalty: 4706.522461
	Iteration 38Q: 3 clusters Score -1383236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1383241.500000 Penalty: 4706.522461
	Iteration 39Q: 3 clusters Score -1383242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1383248.875000 Penalty: 4706.522461
	Iteration 40F: 3 clusters Score -1383249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1383254.625000 Penalty: 4706.522461
	Iteration 41Q: 3 clusters Score -1383255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1383259.750000 Penalty: 4706.522461
	Iteration 42Q: 3 clusters Score -1383260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1383263.875000 Penalty: 4706.522461
	Iteration 43Q: 3 clusters Score -1383264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1383269.750000 Penalty: 4706.522461
	Iteration 44Q: 3 clusters Score -1383270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1383277.250000 Penalty: 4706.522461
	Iteration 45Q: 3 clusters Score -1383277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1383288.500000 Penalty: 4706.522461
	Iteration 46Q: 3 clusters Score -1383288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1383302.750000 Penalty: 4706.522461
	Iteration 47Q: 3 clusters Score -1383303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1383321.000000 Penalty: 4706.522461
	Iteration 48Q: 3 clusters Score -1383321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1383338.750000 Penalty: 4706.522461
	Iteration 49Q: 3 clusters Score -1383339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1383348.375000 Penalty: 4706.522461
	Iteration 50Q: 3 clusters Score -1383348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1383352.750000 Penalty: 4706.522461
	Iteration 51Q: 3 clusters Score -1383353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1383357.500000 Penalty: 4706.522461
	Iteration 52Q: 3 clusters Score -1383358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1383362.000000 Penalty: 4706.522461
	Iteration 53Q: 3 clusters Score -1383362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1383367.500000 Penalty: 4706.522461
	Iteration 54Q: 3 clusters Score -1383368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1383372.375000 Penalty: 4706.522461
	Iteration 55Q: 3 clusters Score -1383372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1383383.000000 Penalty: 4706.522461
	Iteration 56Q: 3 clusters Score -1383383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1383390.125000 Penalty: 4706.522461
	Iteration 57Q: 3 clusters Score -1383390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1383395.250000 Penalty: 4706.522461
	Iteration 58Q: 3 clusters Score -1383395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1383394.500000 Penalty: 4706.522461
	Iteration 59Q: 3 clusters Score -1383394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1383400.750000 Penalty: 4706.522461
	Iteration 60F: 3 clusters Score -1383401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1383404.125000 Penalty: 4706.522461
	Iteration 61Q: 3 clusters Score -1383404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1383404.000000 Penalty: 4706.522461
	Iteration 62Q: 3 clusters Score -1383404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1383402.000000 Penalty: 4706.522461
	Iteration 63Q: 3 clusters Score -1383402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1383402.000000 Penalty: 4706.522461
	Iteration 64Q: 3 clusters Score -1383402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1383403.625000 Penalty: 4706.522461
	Iteration 65Q: 3 clusters Score -1383404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1383403.625000 Penalty: 4706.522461
	Iteration 66F: 3 clusters Score -1383404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -578276.750000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -578276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -573644.500000 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -573644.5 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -574677.062500 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -574677.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -574862.000000 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -574862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -574972.125000 Penalty: 4240.535645
	Iteration 3Q: 3 clusters Score -574972.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -575047.562500 Penalty: 4240.535645
	Iteration 4Q: 3 clusters Score -575047.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -575108.812500 Penalty: 4240.535645
	Iteration 5Q: 3 clusters Score -575108.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -575161.312500 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -575161.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -575208.437500 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -575208.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -575239.562500 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -575239.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -575255.437500 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -575255.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -575271.562500 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -575271.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -575291.250000 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -575291.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -575314.375000 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -575314.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -575340.187500 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -575340.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -575362.937500 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -575362.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -575383.250000 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -575383.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -575401.187500 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -575401.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -575418.687500 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -575418.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -575439.375000 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -575439.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -575459.000000 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -575459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -575480.875000 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -575480.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -575501.687500 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -575501.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -575519.875000 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -575519.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -575538.187500 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -575538.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -575563.312500 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -575563.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -575592.375000 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -575592.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -575619.312500 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -575619.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -575644.250000 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -575644.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -575668.687500 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -575668.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -575697.625000 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -575697.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -575729.312500 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -575729.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -575762.562500 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -575762.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -575812.500000 Penalty: 4240.535645
	Iteration 32Q: 3 clusters Score -575812.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -575882.125000 Penalty: 4240.535645
	Iteration 33Q: 3 clusters Score -575882.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -575942.437500 Penalty: 4240.535645
	Iteration 34Q: 3 clusters Score -575942.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -575985.812500 Penalty: 4240.535645
	Iteration 35Q: 3 clusters Score -575985.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -576019.312500 Penalty: 4240.535645
	Iteration 36Q: 3 clusters Score -576019.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -576051.375000 Penalty: 4240.535645
	Iteration 37Q: 3 clusters Score -576051.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -576086.000000 Penalty: 4240.535645
	Iteration 38Q: 3 clusters Score -576086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -576118.000000 Penalty: 4240.535645
	Iteration 39Q: 3 clusters Score -576118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -576148.625000 Penalty: 4240.535645
	Iteration 40F: 3 clusters Score -576148.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -576179.687500 Penalty: 4240.535645
	Iteration 41Q: 3 clusters Score -576179.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -576206.937500 Penalty: 4240.535645
	Iteration 42Q: 3 clusters Score -576206.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -576244.562500 Penalty: 4240.535645
	Iteration 43Q: 3 clusters Score -576244.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -576272.000000 Penalty: 4240.535645
	Iteration 44Q: 3 clusters Score -576272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -576288.437500 Penalty: 4240.535645
	Iteration 45Q: 3 clusters Score -576288.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -576302.312500 Penalty: 4240.535645
	Iteration 46Q: 3 clusters Score -576302.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -576318.562500 Penalty: 4240.535645
	Iteration 47Q: 3 clusters Score -576318.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -576333.000000 Penalty: 4240.535645
	Iteration 48Q: 3 clusters Score -576333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -576341.125000 Penalty: 4240.535645
	Iteration 49Q: 3 clusters Score -576341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -576344.875000 Penalty: 4240.535645
	Iteration 50Q: 3 clusters Score -576344.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -576351.437500 Penalty: 4240.535645
	Iteration 51Q: 3 clusters Score -576351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -576356.500000 Penalty: 4240.535645
	Iteration 52Q: 3 clusters Score -576356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -576361.250000 Penalty: 4240.535645
	Iteration 53Q: 3 clusters Score -576361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -576365.250000 Penalty: 4240.535645
	Iteration 54Q: 3 clusters Score -576365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -576369.812500 Penalty: 4240.535645
	Iteration 55Q: 3 clusters Score -576369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -576372.000000 Penalty: 4240.535645
	Iteration 56Q: 3 clusters Score -576372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -576374.312500 Penalty: 4240.535645
	Iteration 57Q: 3 clusters Score -576374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -576375.937500 Penalty: 4240.535645
	Iteration 58Q: 3 clusters Score -576375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -576376.687500 Penalty: 4240.535645
	Iteration 59Q: 3 clusters Score -576376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -576377.250000 Penalty: 4240.535645
	Iteration 60F: 3 clusters Score -576377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -576377.937500 Penalty: 4240.535645
	Iteration 61Q: 3 clusters Score -576377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -576378.437500 Penalty: 4240.535645
	Iteration 62Q: 3 clusters Score -576378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -576378.437500 Penalty: 4240.535645
	Iteration 63F: 3 clusters Score -576378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Entering Unmasked Estep 
Score: -3678874.500000 Penalty: 2580.189453
	Iteration 0F: 2 clusters Score -3678874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3656344.250000 Penalty: 5160.378906
	Iteration 0F: 3 clusters Score -3656344 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3664744.250000 Penalty: 5160.378906
	Iteration 1F: 3 clusters Score -3664744 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3665608.250000 Penalty: 5160.378906
	Iteration 2F: 3 clusters Score -3665608 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3666751.500000 Penalty: 5160.378906
	Iteration 3F: 3 clusters Score -3666752 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3668065.750000 Penalty: 5160.378906
	Iteration 4F: 3 clusters Score -3668066 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3669557.750000 Penalty: 5160.378906
	Iteration 5F: 3 clusters Score -3669558 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3670813.250000 Penalty: 5160.378906
	Iteration 6F: 3 clusters Score -3670813 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3671731.500000 Penalty: 5160.378906
	Iteration 7F: 3 clusters Score -3671732 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3672392.250000 Penalty: 5160.378906
	Iteration 8Q: 3 clusters Score -3672392 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3673006.750000 Penalty: 5160.378906
	Iteration 9Q: 3 clusters Score -3673007 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3673814.250000 Penalty: 5160.378906
	Iteration 10Q: 3 clusters Score -3673814 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3674958.000000 Penalty: 5160.378906
	Iteration 11Q: 3 clusters Score -3674958 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3676414.000000 Penalty: 5160.378906
	Iteration 12Q: 3 clusters Score -3676414 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3677561.750000 Penalty: 5160.378906
	Iteration 13Q: 3 clusters Score -3677562 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3678111.500000 Penalty: 5160.378906
	Iteration 14Q: 3 clusters Score -3678112 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3678313.250000 Penalty: 5160.378906
	Iteration 15Q: 3 clusters Score -3678313 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3678377.750000 Penalty: 5160.378906
	Iteration 16Q: 3 clusters Score -3678378 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3678413.750000 Penalty: 5160.378906
	Iteration 17Q: 3 clusters Score -3678414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3678428.250000 Penalty: 5160.378906
	Iteration 18Q: 3 clusters Score -3678428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3678434.000000 Penalty: 5160.378906
	Iteration 19Q: 3 clusters Score -3678434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3678439.000000 Penalty: 5160.378906
	Iteration 20F: 3 clusters Score -3678439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3678443.750000 Penalty: 5160.378906
	Iteration 21Q: 3 clusters Score -3678444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3678448.250000 Penalty: 5160.378906
	Iteration 22Q: 3 clusters Score -3678448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3678450.750000 Penalty: 5160.378906
	Iteration 23Q: 3 clusters Score -3678451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3678456.500000 Penalty: 5160.378906
	Iteration 24Q: 3 clusters Score -3678456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3678462.500000 Penalty: 5160.378906
	Iteration 25Q: 3 clusters Score -3678462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3678469.500000 Penalty: 5160.378906
	Iteration 26Q: 3 clusters Score -3678470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3678469.750000 Penalty: 5160.378906
	Iteration 27Q: 3 clusters Score -3678470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3678465.000000 Penalty: 5160.378906
	Iteration 28Q: 3 clusters Score -3678465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3678468.750000 Penalty: 5160.378906
	Iteration 29Q: 3 clusters Score -3678469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3678473.250000 Penalty: 5160.378906
	Iteration 30Q: 3 clusters Score -3678473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3678475.500000 Penalty: 5160.378906
	Iteration 31Q: 3 clusters Score -3678476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3678478.250000 Penalty: 5160.378906
	Iteration 32Q: 3 clusters Score -3678478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3678474.000000 Penalty: 5160.378906
	Iteration 33Q: 3 clusters Score -3678474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3678478.250000 Penalty: 5160.378906
	Iteration 34Q: 3 clusters Score -3678478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3678475.250000 Penalty: 5160.378906
	Iteration 35Q: 3 clusters Score -3678475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3678481.000000 Penalty: 5160.378906
	Iteration 36Q: 3 clusters Score -3678481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3678474.250000 Penalty: 5160.378906
	Iteration 37Q: 3 clusters Score -3678474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3678476.750000 Penalty: 5160.378906
	Iteration 38Q: 3 clusters Score -3678477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3678479.000000 Penalty: 5160.378906
	Iteration 39Q: 3 clusters Score -3678479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3678476.250000 Penalty: 5160.378906
	Iteration 40F: 3 clusters Score -3678476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3678476.250000 Penalty: 5160.378906
	Iteration 41Q: 3 clusters Score -3678476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3678478.000000 Penalty: 5160.378906
	Iteration 42Q: 3 clusters Score -3678478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3678477.500000 Penalty: 5160.378906
	Iteration 43Q: 3 clusters Score -3678478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3678475.500000 Penalty: 5160.378906
	Iteration 44Q: 3 clusters Score -3678476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3678475.500000 Penalty: 5160.378906
	Iteration 45F: 3 clusters Score -3678476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Entering Unmasked Estep 
Score: -1761566.625000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -1761567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1750467.000000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -1750467 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1753976.500000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -1753976 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1754274.125000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -1754274 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1754488.625000 Penalty: 4781.719238
	Iteration 3Q: 3 clusters Score -1754489 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1754659.875000 Penalty: 4781.719238
	Iteration 4Q: 3 clusters Score -1754660 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1754809.750000 Penalty: 4781.719238
	Iteration 5Q: 3 clusters Score -1754810 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1754950.125000 Penalty: 4781.719238
	Iteration 6Q: 3 clusters Score -1754950 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1755081.250000 Penalty: 4781.719238
	Iteration 7Q: 3 clusters Score -1755081 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1755218.875000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -1755219 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1755382.375000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -1755382 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1755593.500000 Penalty: 4781.719238
	Iteration 10Q: 3 clusters Score -1755594 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1755883.125000 Penalty: 4781.719238
	Iteration 11Q: 3 clusters Score -1755883 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1756248.250000 Penalty: 4781.719238
	Iteration 12Q: 3 clusters Score -1756248 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1756720.125000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -1756720 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1757271.875000 Penalty: 4781.719238
	Iteration 14F: 3 clusters Score -1757272 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1757812.750000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -1757813 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1758314.000000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -1758314 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1758716.875000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -1758717 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1758964.500000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -1758964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1759159.625000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -1759160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1759312.375000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -1759312 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1759405.500000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -1759406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1759489.000000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -1759489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1759538.125000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -1759538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1759570.625000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -1759571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1759589.625000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -1759590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1759604.500000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -1759604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1759615.750000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -1759616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1759624.125000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -1759624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1759629.250000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -1759629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1759638.500000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -1759638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1759638.750000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -1759639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1759640.625000 Penalty: 4781.719238
	Iteration 32Q: 3 clusters Score -1759641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1759640.625000 Penalty: 4781.719238
	Iteration 33F: 3 clusters Score -1759641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24105.871094 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24105.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24232.130859 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24232.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24278.708984 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24278.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24282.660156 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24282.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24290.183594 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24290.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24294.224609 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24294.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24304.060547 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24304.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24311.093750 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24311.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24318.392578 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24318.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24326.933594 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24326.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24343.205078 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24343.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24363.031250 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24363.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24398.898438 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24440.025391 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -24440.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24470.156250 Penalty: 2815.669922
	Iteration 14Q: 3 clusters Score -24470.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24555.142578 Penalty: 2815.669922
	Iteration 15Q: 3 clusters Score -24555.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24600.388672 Penalty: 2815.669922
	Iteration 16Q: 3 clusters Score -24600.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24613.021484 Penalty: 2815.669922
	Iteration 17Q: 3 clusters Score -24613.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24613.021484 Penalty: 2815.669922
	Iteration 18F: 3 clusters Score -24613.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -51921.062500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -51921.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50401.593750 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50401.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50616.035156 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -50616.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50685.851562 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -50685.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50716.273438 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -50716.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50732.648438 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -50732.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50740.570312 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -50740.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50749.066406 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -50749.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50751.015625 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -50751.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50751.015625 Penalty: 3097.106689
	Iteration 8F: 3 clusters Score -50751.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Entering Unmasked Estep 
Score: -12335533.000000 Penalty: 2876.425049
	Iteration 0F: 2 clusters Score -1.233553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -12262575.000000 Penalty: 5752.850098
	Iteration 0F: 3 clusters Score -1.226258e+07 nChanged 51707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -12292182.000000 Penalty: 5752.850098
	Iteration 1F: 3 clusters Score -1.229218e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -12292800.000000 Penalty: 5752.850098
	Iteration 2Q: 3 clusters Score -1.22928e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -12293336.000000 Penalty: 5752.850098
	Iteration 3Q: 3 clusters Score -1.229334e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -12294166.000000 Penalty: 5752.850098
	Iteration 4Q: 3 clusters Score -1.229417e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -12295375.000000 Penalty: 5752.850098
	Iteration 5Q: 3 clusters Score -1.229538e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -12297570.000000 Penalty: 5752.850098
	Iteration 6Q: 3 clusters Score -1.229757e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -12301595.000000 Penalty: 5752.850098
	Iteration 7F: 3 clusters Score -1.23016e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -12308551.000000 Penalty: 5752.850098
	Iteration 8F: 3 clusters Score -1.230855e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -12317674.000000 Penalty: 5752.850098
	Iteration 9F: 3 clusters Score -1.231767e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -12325814.000000 Penalty: 5752.850098
	Iteration 10F: 3 clusters Score -1.232581e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -12330361.000000 Penalty: 5752.850098
	Iteration 11Q: 3 clusters Score -1.233036e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -12332072.000000 Penalty: 5752.850098
	Iteration 12Q: 3 clusters Score -1.233207e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -12332595.000000 Penalty: 5752.850098
	Iteration 13Q: 3 clusters Score -1.23326e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -12332792.000000 Penalty: 5752.850098
	Iteration 14Q: 3 clusters Score -1.233279e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -12332818.000000 Penalty: 5752.850098
	Iteration 15Q: 3 clusters Score -1.233282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -12332854.000000 Penalty: 5752.850098
	Iteration 16Q: 3 clusters Score -1.233285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -12332885.000000 Penalty: 5752.850098
	Iteration 17Q: 3 clusters Score -1.233288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -12332893.000000 Penalty: 5752.850098
	Iteration 18Q: 3 clusters Score -1.233289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -12332899.000000 Penalty: 5752.850098
	Iteration 19Q: 3 clusters Score -1.23329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -12332931.000000 Penalty: 5752.850098
	Iteration 20F: 3 clusters Score -1.233293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -12332929.000000 Penalty: 5752.850098
	Iteration 21Q: 3 clusters Score -1.233293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -12332927.000000 Penalty: 5752.850098
	Iteration 22Q: 3 clusters Score -1.233293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -12332927.000000 Penalty: 5752.850098
	Iteration 23Q: 3 clusters Score -1.233293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -12332927.000000 Penalty: 5752.850098
	Iteration 24F: 3 clusters Score -1.233293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129664.000000 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127578.648438 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127578.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127913.867188 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127913.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128008.210938 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -128008.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128076.703125 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -128076.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128122.007812 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -128122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128145.070312 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -128164.234375 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128171.710938 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128177.234375 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128182.468750 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128186.476562 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -128186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128188.609375 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -128188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -128189.132812 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -128189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -128189.132812 Penalty: 3509.601318
	Iteration 13F: 3 clusters Score -128189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Entering Unmasked Estep 
Score: -2118561.000000 Penalty: 2443.930908
	Iteration 0F: 2 clusters Score -2118561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2104994.500000 Penalty: 4887.861816
	Iteration 0F: 3 clusters Score -2104994 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2109568.000000 Penalty: 4887.861816
	Iteration 1F: 3 clusters Score -2109568 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2110079.500000 Penalty: 4887.861816
	Iteration 2F: 3 clusters Score -2110080 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2110603.750000 Penalty: 4887.861816
	Iteration 3F: 3 clusters Score -2110604 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2111193.000000 Penalty: 4887.861816
	Iteration 4F: 3 clusters Score -2111193 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2111897.000000 Penalty: 4887.861816
	Iteration 5F: 3 clusters Score -2111897 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2112840.000000 Penalty: 4887.861816
	Iteration 6F: 3 clusters Score -2112840 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2114016.250000 Penalty: 4887.861816
	Iteration 7F: 3 clusters Score -2114016 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2115353.750000 Penalty: 4887.861816
	Iteration 8F: 3 clusters Score -2115354 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2116422.250000 Penalty: 4887.861816
	Iteration 9F: 3 clusters Score -2116422 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2117159.000000 Penalty: 4887.861816
	Iteration 10Q: 3 clusters Score -2117159 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2117705.000000 Penalty: 4887.861816
	Iteration 11Q: 3 clusters Score -2117705 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2118042.250000 Penalty: 4887.861816
	Iteration 12Q: 3 clusters Score -2118042 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2118252.250000 Penalty: 4887.861816
	Iteration 13Q: 3 clusters Score -2118252 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2118371.250000 Penalty: 4887.861816
	Iteration 14Q: 3 clusters Score -2118371 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2118433.000000 Penalty: 4887.861816
	Iteration 15Q: 3 clusters Score -2118433 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2118484.250000 Penalty: 4887.861816
	Iteration 16Q: 3 clusters Score -2118484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2118507.250000 Penalty: 4887.861816
	Iteration 17Q: 3 clusters Score -2118507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2118519.750000 Penalty: 4887.861816
	Iteration 18Q: 3 clusters Score -2118520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2118528.750000 Penalty: 4887.861816
	Iteration 19Q: 3 clusters Score -2118529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2118538.500000 Penalty: 4887.861816
	Iteration 20F: 3 clusters Score -2118538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2118551.500000 Penalty: 4887.861816
	Iteration 21Q: 3 clusters Score -2118552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2118558.250000 Penalty: 4887.861816
	Iteration 22Q: 3 clusters Score -2118558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2118564.750000 Penalty: 4887.861816
	Iteration 23Q: 3 clusters Score -2118565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2118566.750000 Penalty: 4887.861816
	Iteration 24Q: 3 clusters Score -2118567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2118567.000000 Penalty: 4887.861816
	Iteration 25Q: 3 clusters Score -2118567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2118571.500000 Penalty: 4887.861816
	Iteration 26Q: 3 clusters Score -2118572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2118571.000000 Penalty: 4887.861816
	Iteration 27Q: 3 clusters Score -2118571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2118574.750000 Penalty: 4887.861816
	Iteration 28Q: 3 clusters Score -2118575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2118570.750000 Penalty: 4887.861816
	Iteration 29Q: 3 clusters Score -2118571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2118572.750000 Penalty: 4887.861816
	Iteration 30Q: 3 clusters Score -2118573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2118575.000000 Penalty: 4887.861816
	Iteration 31Q: 3 clusters Score -2118575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2118577.000000 Penalty: 4887.861816
	Iteration 32Q: 3 clusters Score -2118577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2118578.500000 Penalty: 4887.861816
	Iteration 33Q: 3 clusters Score -2118578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2118577.500000 Penalty: 4887.861816
	Iteration 34Q: 3 clusters Score -2118578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2118577.500000 Penalty: 4887.861816
	Iteration 35F: 3 clusters Score -2118578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104851 members 
Mstep: Class 13 contains 48696 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27774 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 14333 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 343339 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 4712 members 
Entering Unmasked Estep 
Score: -110909024.000000 Penalty: 144037.250000
Splitting cluster 31 changes total score from -110910096.000000 to -110909024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -590610.437500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -590610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -585501.437500 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -585501.4 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -586931.812500 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -586931.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -587301.812500 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -587301.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -587563.562500 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -587563.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -587734.187500 Penalty: 4308.553223
	Iteration 4Q: 3 clusters Score -587734.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -587893.000000 Penalty: 4308.553223
	Iteration 5Q: 3 clusters Score -587893 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -588025.687500 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -588025.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -588144.750000 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -588144.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -588257.812500 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -588257.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -588350.375000 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -588350.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -588428.125000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -588428.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -588489.125000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -588489.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -588541.250000 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -588541.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -588592.687500 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -588592.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -588640.000000 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -588640 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -588684.937500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -588684.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -588725.437500 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -588725.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -588758.937500 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -588758.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -588783.875000 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -588783.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -588810.000000 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -588810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -588831.562500 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -588831.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -588854.000000 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -588854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -588874.250000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -588874.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -588889.437500 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -588889.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -588906.687500 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -588906.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -588918.875000 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -588918.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -588928.062500 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -588928.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -588935.250000 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -588935.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -588944.562500 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -588944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -588948.562500 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -588948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -588952.375000 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -588952.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -588956.000000 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -588956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -588961.937500 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -588961.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -588966.562500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -588966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -588970.312500 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -588970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -588972.562500 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -588972.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -588979.062500 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -588979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -588984.375000 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -588984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -588988.562500 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -588988.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -588995.250000 Penalty: 4308.553223
	Iteration 39Q: 3 clusters Score -588995.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -589003.312500 Penalty: 4308.553223
	Iteration 40F: 3 clusters Score -589003.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -589014.562500 Penalty: 4308.553223
	Iteration 41Q: 3 clusters Score -589014.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -589024.125000 Penalty: 4308.553223
	Iteration 42Q: 3 clusters Score -589024.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -589031.062500 Penalty: 4308.553223
	Iteration 43Q: 3 clusters Score -589031.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -589034.500000 Penalty: 4308.553223
	Iteration 44Q: 3 clusters Score -589034.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -589040.625000 Penalty: 4308.553223
	Iteration 45Q: 3 clusters Score -589040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -589043.125000 Penalty: 4308.553223
	Iteration 46Q: 3 clusters Score -589043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -589044.687500 Penalty: 4308.553223
	Iteration 47Q: 3 clusters Score -589044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -589046.625000 Penalty: 4308.553223
	Iteration 48Q: 3 clusters Score -589046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -589046.125000 Penalty: 4308.553223
	Iteration 49Q: 3 clusters Score -589046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -589047.000000 Penalty: 4308.553223
	Iteration 50Q: 3 clusters Score -589047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -589048.250000 Penalty: 4308.553223
	Iteration 51Q: 3 clusters Score -589048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -589049.000000 Penalty: 4308.553223
	Iteration 52Q: 3 clusters Score -589049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -589048.562500 Penalty: 4308.553223
	Iteration 53Q: 3 clusters Score -589048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -589049.187500 Penalty: 4308.553223
	Iteration 54Q: 3 clusters Score -589049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -589048.750000 Penalty: 4308.553223
	Iteration 55Q: 3 clusters Score -589048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -589049.125000 Penalty: 4308.553223
	Iteration 56Q: 3 clusters Score -589049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -589048.812500 Penalty: 4308.553223
	Iteration 57Q: 3 clusters Score -589048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -589049.812500 Penalty: 4308.553223
	Iteration 58Q: 3 clusters Score -589049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -589049.812500 Penalty: 4308.553223
	Iteration 59F: 3 clusters Score -589049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343339 members 
Entering Unmasked Estep 
Score: -38633120.000000 Penalty: 3161.125488
	Iteration 0F: 2 clusters Score -3.863312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -38437644.000000 Penalty: 6322.250977
	Iteration 0F: 3 clusters Score -3.843764e+07 nChanged 166789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -38536772.000000 Penalty: 6322.250977
	Iteration 1F: 3 clusters Score -3.853677e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184288 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -38539156.000000 Penalty: 6322.250977
	Iteration 2Q: 3 clusters Score -3.853916e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191703 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -38542884.000000 Penalty: 6322.250977
	Iteration 3Q: 3 clusters Score -3.854288e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202620 members 
Mstep: Class 2 contains 140719 members 
Entering Unmasked Estep 
Score: -38549476.000000 Penalty: 6322.250977
	Iteration 4Q: 3 clusters Score -3.854948e+07 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218258 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -38560412.000000 Penalty: 6322.250977
	Iteration 5F: 3 clusters Score -3.856041e+07 nChanged 23171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238837 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -38577648.000000 Penalty: 6322.250977
	Iteration 6F: 3 clusters Score -3.857765e+07 nChanged 25412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262031 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -38598960.000000 Penalty: 6322.250977
	Iteration 7F: 3 clusters Score -3.859896e+07 nChanged 23438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283663 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -38619544.000000 Penalty: 6322.250977
	Iteration 8F: 3 clusters Score -3.861954e+07 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300430 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -38629432.000000 Penalty: 6322.250977
	Iteration 9F: 3 clusters Score -3.862943e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310830 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -38633680.000000 Penalty: 6322.250977
	Iteration 10Q: 3 clusters Score -3.863368e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317374 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -38635412.000000 Penalty: 6322.250977
	Iteration 11Q: 3 clusters Score -3.863541e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321839 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -38636192.000000 Penalty: 6322.250977
	Iteration 12Q: 3 clusters Score -3.863619e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325142 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -38636492.000000 Penalty: 6322.250977
	Iteration 13Q: 3 clusters Score -3.863649e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327623 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -38636660.000000 Penalty: 6322.250977
	Iteration 14Q: 3 clusters Score -3.863666e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329520 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -38636528.000000 Penalty: 6322.250977
	Iteration 15Q: 3 clusters Score -3.863653e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330954 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -38636456.000000 Penalty: 6322.250977
	Iteration 16Q: 3 clusters Score -3.863646e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332145 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -38636492.000000 Penalty: 6322.250977
	Iteration 17Q: 3 clusters Score -3.863649e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333091 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -38636592.000000 Penalty: 6322.250977
	Iteration 18Q: 3 clusters Score -3.863659e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333813 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -38636652.000000 Penalty: 6322.250977
	Iteration 19Q: 3 clusters Score -3.863665e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334373 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -38636640.000000 Penalty: 6322.250977
	Iteration 20F: 3 clusters Score -3.863664e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334828 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -38636660.000000 Penalty: 6322.250977
	Iteration 21Q: 3 clusters Score -3.863666e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335205 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -38636856.000000 Penalty: 6322.250977
	Iteration 22Q: 3 clusters Score -3.863686e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335535 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -38636948.000000 Penalty: 6322.250977
	Iteration 23Q: 3 clusters Score -3.863695e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335815 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -38637056.000000 Penalty: 6322.250977
	Iteration 24Q: 3 clusters Score -3.863706e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336006 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -38637328.000000 Penalty: 6322.250977
	Iteration 25Q: 3 clusters Score -3.863733e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336167 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -38637552.000000 Penalty: 6322.250977
	Iteration 26Q: 3 clusters Score -3.863755e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336284 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -38637944.000000 Penalty: 6322.250977
	Iteration 27Q: 3 clusters Score -3.863794e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336367 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -38638260.000000 Penalty: 6322.250977
	Iteration 28Q: 3 clusters Score -3.863826e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336387 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -38638608.000000 Penalty: 6322.250977
	Iteration 29Q: 3 clusters Score -3.863861e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336413 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -38638932.000000 Penalty: 6322.250977
	Iteration 30Q: 3 clusters Score -3.863893e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336377 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -38639068.000000 Penalty: 6322.250977
	Iteration 31Q: 3 clusters Score -3.863907e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336330 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -38639260.000000 Penalty: 6322.250977
	Iteration 32Q: 3 clusters Score -3.863926e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336297 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -38639352.000000 Penalty: 6322.250977
	Iteration 33Q: 3 clusters Score -3.863935e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336234 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -38639596.000000 Penalty: 6322.250977
	Iteration 34Q: 3 clusters Score -3.86396e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336179 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -38639704.000000 Penalty: 6322.250977
	Iteration 35Q: 3 clusters Score -3.86397e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336110 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -38639764.000000 Penalty: 6322.250977
	Iteration 36Q: 3 clusters Score -3.863976e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336044 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -38639856.000000 Penalty: 6322.250977
	Iteration 37Q: 3 clusters Score -3.863986e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335996 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -38639992.000000 Penalty: 6322.250977
	Iteration 38Q: 3 clusters Score -3.863999e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335942 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -38640076.000000 Penalty: 6322.250977
	Iteration 39Q: 3 clusters Score -3.864008e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335896 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -38640132.000000 Penalty: 6322.250977
	Iteration 40F: 3 clusters Score -3.864013e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335839 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -38640168.000000 Penalty: 6322.250977
	Iteration 41Q: 3 clusters Score -3.864017e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335805 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -38640208.000000 Penalty: 6322.250977
	Iteration 42Q: 3 clusters Score -3.864021e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335794 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -38640252.000000 Penalty: 6322.250977
	Iteration 43Q: 3 clusters Score -3.864025e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335773 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -38640316.000000 Penalty: 6322.250977
	Iteration 44Q: 3 clusters Score -3.864032e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335747 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -38640352.000000 Penalty: 6322.250977
	Iteration 45Q: 3 clusters Score -3.864035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335736 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -38640352.000000 Penalty: 6322.250977
	Iteration 46Q: 3 clusters Score -3.864035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335722 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -38640412.000000 Penalty: 6322.250977
	Iteration 47Q: 3 clusters Score -3.864041e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335714 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -38640428.000000 Penalty: 6322.250977
	Iteration 48Q: 3 clusters Score -3.864043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335707 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -38640480.000000 Penalty: 6322.250977
	Iteration 49Q: 3 clusters Score -3.864048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335688 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -38640512.000000 Penalty: 6322.250977
	Iteration 50Q: 3 clusters Score -3.864051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335664 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -38640516.000000 Penalty: 6322.250977
	Iteration 51Q: 3 clusters Score -3.864052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335642 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -38640540.000000 Penalty: 6322.250977
	Iteration 52Q: 3 clusters Score -3.864054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335626 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -38640564.000000 Penalty: 6322.250977
	Iteration 53Q: 3 clusters Score -3.864056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335610 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -38640524.000000 Penalty: 6322.250977
	Iteration 54Q: 3 clusters Score -3.864052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335592 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -38640524.000000 Penalty: 6322.250977
	Iteration 55Q: 3 clusters Score -3.864052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335589 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -38640552.000000 Penalty: 6322.250977
	Iteration 56Q: 3 clusters Score -3.864055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335584 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -38640556.000000 Penalty: 6322.250977
	Iteration 57Q: 3 clusters Score -3.864056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335579 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -38640576.000000 Penalty: 6322.250977
	Iteration 58Q: 3 clusters Score -3.864058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335572 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -38640600.000000 Penalty: 6322.250977
	Iteration 59Q: 3 clusters Score -3.86406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335574 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -38640560.000000 Penalty: 6322.250977
	Iteration 60F: 3 clusters Score -3.864056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335573 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -38640576.000000 Penalty: 6322.250977
	Iteration 61Q: 3 clusters Score -3.864058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335570 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -38640568.000000 Penalty: 6322.250977
	Iteration 62Q: 3 clusters Score -3.864057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335567 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -38640612.000000 Penalty: 6322.250977
	Iteration 63Q: 3 clusters Score -3.864061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335565 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -38640612.000000 Penalty: 6322.250977
	Iteration 64Q: 3 clusters Score -3.864061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335563 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -38640620.000000 Penalty: 6322.250977
	Iteration 65Q: 3 clusters Score -3.864062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335561 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -38640592.000000 Penalty: 6322.250977
	Iteration 66Q: 3 clusters Score -3.864059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335558 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -38640616.000000 Penalty: 6322.250977
	Iteration 67Q: 3 clusters Score -3.864062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335556 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -38640616.000000 Penalty: 6322.250977
	Iteration 68Q: 3 clusters Score -3.864062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335552 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -38640600.000000 Penalty: 6322.250977
	Iteration 69Q: 3 clusters Score -3.86406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335549 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -38640612.000000 Penalty: 6322.250977
	Iteration 70Q: 3 clusters Score -3.864061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335547 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -38640604.000000 Penalty: 6322.250977
	Iteration 71Q: 3 clusters Score -3.86406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335544 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -38640604.000000 Penalty: 6322.250977
	Iteration 72Q: 3 clusters Score -3.86406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335544 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -38640612.000000 Penalty: 6322.250977
	Iteration 73Q: 3 clusters Score -3.864061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335543 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -38640616.000000 Penalty: 6322.250977
	Iteration 74Q: 3 clusters Score -3.864062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335543 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -38640616.000000 Penalty: 6322.250977
	Iteration 75F: 3 clusters Score -3.864062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104851 members 
Mstep: Class 13 contains 48696 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27774 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 335543 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 7796 members 
Entering Unmasked Estep 
Score: -110917080.000000 Penalty: 144037.250000
Splitting cluster 33 changes total score from -110910096.000000 to -110917080.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 34 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -323038.187500 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -323038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -319851.718750 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -319851.7 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -320507.281250 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -320507.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320627.312500 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -320627.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -320686.218750 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -320686.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -320722.406250 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -320722.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -320754.843750 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -320754.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -320779.156250 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -320779.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -320802.750000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -320802.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -320820.375000 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -320820.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -320835.093750 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -320835.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -320846.875000 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -320846.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -320856.750000 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -320856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -320862.968750 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -320863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -320868.625000 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -320868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -320872.875000 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -320872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -320875.343750 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -320875.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -320879.468750 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -320879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -320881.187500 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -320881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -320882.031250 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -320882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -320882.375000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -320882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -320882.500000 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -320882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -320883.093750 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -320883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -320883.843750 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -320883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -320884.562500 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -320884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -320884.812500 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -320884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -320885.531250 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -320885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -320886.218750 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -320886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -320886.187500 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -320886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -320886.187500 Penalty: 3947.974121
	Iteration 28F: 3 clusters Score -320886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -58543.585938 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -58543.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57005.636719 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -57005.64 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57413.238281 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -57413.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57594.105469 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -57594.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57742.835938 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -57742.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57845.089844 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -57845.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57922.320312 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -57922.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58050.351562 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -58050.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58478.808594 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -58478.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58891.570312 Penalty: 3211.814697
	Iteration 8F: 3 clusters Score -58891.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59079.265625 Penalty: 3211.814697
	Iteration 9F: 3 clusters Score -59079.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59165.496094 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -59165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59196.339844 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -59196.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59204.894531 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -59204.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59208.867188 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -59208.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59219.226562 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -59219.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59236.597656 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -59236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59242.476562 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -59242.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59251.750000 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -59251.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59277.855469 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -59277.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59307.429688 Penalty: 3211.814697
	Iteration 19Q: 3 clusters Score -59307.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59307.429688 Penalty: 3211.814697
	Iteration 20F: 3 clusters Score -59307.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104851 members 
Mstep: Class 13 contains 48696 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27774 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 335543 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 473 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 534 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 7796 members 
Mstep: Class 43 contains 176 members 
Entering Unmasked Estep 
Score: -110916016.000000 Penalty: 147466.703125
Splitting cluster 35 changes total score from -110910096.000000 to -110916016.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (31584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Entering Unmasked Estep 
Score: -3294980.750000 Penalty: 2569.380615
	Iteration 0F: 2 clusters Score -3294981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3273435.250000 Penalty: 5138.761230
	Iteration 0F: 3 clusters Score -3273435 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3281568.750000 Penalty: 5138.761230
	Iteration 1F: 3 clusters Score -3281569 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3282420.000000 Penalty: 5138.761230
	Iteration 2F: 3 clusters Score -3282420 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3283205.250000 Penalty: 5138.761230
	Iteration 3F: 3 clusters Score -3283205 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3283974.750000 Penalty: 5138.761230
	Iteration 4F: 3 clusters Score -3283975 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3284767.250000 Penalty: 5138.761230
	Iteration 5F: 3 clusters Score -3284767 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3285538.750000 Penalty: 5138.761230
	Iteration 6F: 3 clusters Score -3285539 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3286362.500000 Penalty: 5138.761230
	Iteration 7Q: 3 clusters Score -3286362 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3287177.750000 Penalty: 5138.761230
	Iteration 8Q: 3 clusters Score -3287178 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3287992.000000 Penalty: 5138.761230
	Iteration 9Q: 3 clusters Score -3287992 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3288757.250000 Penalty: 5138.761230
	Iteration 10Q: 3 clusters Score -3288757 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3289391.000000 Penalty: 5138.761230
	Iteration 11Q: 3 clusters Score -3289391 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3289891.500000 Penalty: 5138.761230
	Iteration 12Q: 3 clusters Score -3289892 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3290253.000000 Penalty: 5138.761230
	Iteration 13Q: 3 clusters Score -3290253 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3290521.500000 Penalty: 5138.761230
	Iteration 14Q: 3 clusters Score -3290522 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3290707.000000 Penalty: 5138.761230
	Iteration 15Q: 3 clusters Score -3290707 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3290868.250000 Penalty: 5138.761230
	Iteration 16Q: 3 clusters Score -3290868 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3291018.750000 Penalty: 5138.761230
	Iteration 17Q: 3 clusters Score -3291019 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3291145.500000 Penalty: 5138.761230
	Iteration 18Q: 3 clusters Score -3291146 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3291294.750000 Penalty: 5138.761230
	Iteration 19Q: 3 clusters Score -3291295 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3291421.250000 Penalty: 5138.761230
	Iteration 20F: 3 clusters Score -3291421 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3291570.500000 Penalty: 5138.761230
	Iteration 21Q: 3 clusters Score -3291570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3291737.250000 Penalty: 5138.761230
	Iteration 22Q: 3 clusters Score -3291737 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3291897.250000 Penalty: 5138.761230
	Iteration 23Q: 3 clusters Score -3291897 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3292069.500000 Penalty: 5138.761230
	Iteration 24Q: 3 clusters Score -3292070 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3292237.250000 Penalty: 5138.761230
	Iteration 25Q: 3 clusters Score -3292237 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3292410.750000 Penalty: 5138.761230
	Iteration 26Q: 3 clusters Score -3292411 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3292580.000000 Penalty: 5138.761230
	Iteration 27Q: 3 clusters Score -3292580 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3292729.250000 Penalty: 5138.761230
	Iteration 28Q: 3 clusters Score -3292729 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3292847.250000 Penalty: 5138.761230
	Iteration 29Q: 3 clusters Score -3292847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3292930.000000 Penalty: 5138.761230
	Iteration 30Q: 3 clusters Score -3292930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3292997.000000 Penalty: 5138.761230
	Iteration 31Q: 3 clusters Score -3292997 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3293082.500000 Penalty: 5138.761230
	Iteration 32Q: 3 clusters Score -3293082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3293153.000000 Penalty: 5138.761230
	Iteration 33Q: 3 clusters Score -3293153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3293233.750000 Penalty: 5138.761230
	Iteration 34Q: 3 clusters Score -3293234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3293313.750000 Penalty: 5138.761230
	Iteration 35Q: 3 clusters Score -3293314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3293392.500000 Penalty: 5138.761230
	Iteration 36Q: 3 clusters Score -3293392 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3293456.500000 Penalty: 5138.761230
	Iteration 37Q: 3 clusters Score -3293456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3293510.500000 Penalty: 5138.761230
	Iteration 38Q: 3 clusters Score -3293510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3293552.000000 Penalty: 5138.761230
	Iteration 39Q: 3 clusters Score -3293552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3293569.000000 Penalty: 5138.761230
	Iteration 40F: 3 clusters Score -3293569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3293581.500000 Penalty: 5138.761230
	Iteration 41Q: 3 clusters Score -3293582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3293599.750000 Penalty: 5138.761230
	Iteration 42Q: 3 clusters Score -3293600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3293602.750000 Penalty: 5138.761230
	Iteration 43Q: 3 clusters Score -3293603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3293602.500000 Penalty: 5138.761230
	Iteration 44Q: 3 clusters Score -3293602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3293607.000000 Penalty: 5138.761230
	Iteration 45Q: 3 clusters Score -3293607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3293608.750000 Penalty: 5138.761230
	Iteration 46Q: 3 clusters Score -3293609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3293614.500000 Penalty: 5138.761230
	Iteration 47Q: 3 clusters Score -3293614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3293613.000000 Penalty: 5138.761230
	Iteration 48Q: 3 clusters Score -3293613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3293612.750000 Penalty: 5138.761230
	Iteration 49Q: 3 clusters Score -3293613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3293612.750000 Penalty: 5138.761230
	Iteration 50F: 3 clusters Score -3293613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -553965.937500 Penalty: 2109.520752
	Iteration 0F: 2 clusters Score -553965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -549473.750000 Penalty: 4219.041504
	Iteration 0F: 3 clusters Score -549473.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -550495.625000 Penalty: 4219.041504
	Iteration 1F: 3 clusters Score -550495.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -550683.687500 Penalty: 4219.041504
	Iteration 2F: 3 clusters Score -550683.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -550785.687500 Penalty: 4219.041504
	Iteration 3Q: 3 clusters Score -550785.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -550870.562500 Penalty: 4219.041504
	Iteration 4Q: 3 clusters Score -550870.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -550934.562500 Penalty: 4219.041504
	Iteration 5Q: 3 clusters Score -550934.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -550989.437500 Penalty: 4219.041504
	Iteration 6Q: 3 clusters Score -550989.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -551034.812500 Penalty: 4219.041504
	Iteration 7Q: 3 clusters Score -551034.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -551073.937500 Penalty: 4219.041504
	Iteration 8Q: 3 clusters Score -551073.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -551098.062500 Penalty: 4219.041504
	Iteration 9Q: 3 clusters Score -551098.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -551124.250000 Penalty: 4219.041504
	Iteration 10Q: 3 clusters Score -551124.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -551146.062500 Penalty: 4219.041504
	Iteration 11Q: 3 clusters Score -551146.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -551170.687500 Penalty: 4219.041504
	Iteration 12Q: 3 clusters Score -551170.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -551194.375000 Penalty: 4219.041504
	Iteration 13Q: 3 clusters Score -551194.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -551214.687500 Penalty: 4219.041504
	Iteration 14Q: 3 clusters Score -551214.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -551236.125000 Penalty: 4219.041504
	Iteration 15Q: 3 clusters Score -551236.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -551254.625000 Penalty: 4219.041504
	Iteration 16Q: 3 clusters Score -551254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -551271.500000 Penalty: 4219.041504
	Iteration 17Q: 3 clusters Score -551271.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -551285.937500 Penalty: 4219.041504
	Iteration 18Q: 3 clusters Score -551285.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -551306.812500 Penalty: 4219.041504
	Iteration 19Q: 3 clusters Score -551306.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -551327.625000 Penalty: 4219.041504
	Iteration 20F: 3 clusters Score -551327.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -551349.875000 Penalty: 4219.041504
	Iteration 21Q: 3 clusters Score -551349.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -551379.062500 Penalty: 4219.041504
	Iteration 22Q: 3 clusters Score -551379.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -551404.812500 Penalty: 4219.041504
	Iteration 23Q: 3 clusters Score -551404.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -551434.437500 Penalty: 4219.041504
	Iteration 24Q: 3 clusters Score -551434.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -551464.437500 Penalty: 4219.041504
	Iteration 25Q: 3 clusters Score -551464.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -551498.125000 Penalty: 4219.041504
	Iteration 26Q: 3 clusters Score -551498.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -551530.937500 Penalty: 4219.041504
	Iteration 27Q: 3 clusters Score -551530.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -551563.687500 Penalty: 4219.041504
	Iteration 28Q: 3 clusters Score -551563.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -551592.375000 Penalty: 4219.041504
	Iteration 29Q: 3 clusters Score -551592.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -551634.750000 Penalty: 4219.041504
	Iteration 30Q: 3 clusters Score -551634.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -551674.750000 Penalty: 4219.041504
	Iteration 31Q: 3 clusters Score -551674.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -551705.375000 Penalty: 4219.041504
	Iteration 32Q: 3 clusters Score -551705.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -551741.625000 Penalty: 4219.041504
	Iteration 33Q: 3 clusters Score -551741.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -551775.500000 Penalty: 4219.041504
	Iteration 34Q: 3 clusters Score -551775.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -551812.750000 Penalty: 4219.041504
	Iteration 35Q: 3 clusters Score -551812.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -551846.687500 Penalty: 4219.041504
	Iteration 36Q: 3 clusters Score -551846.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -551882.125000 Penalty: 4219.041504
	Iteration 37Q: 3 clusters Score -551882.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -551912.000000 Penalty: 4219.041504
	Iteration 38Q: 3 clusters Score -551912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -551935.312500 Penalty: 4219.041504
	Iteration 39Q: 3 clusters Score -551935.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -551955.875000 Penalty: 4219.041504
	Iteration 40F: 3 clusters Score -551955.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -551975.937500 Penalty: 4219.041504
	Iteration 41Q: 3 clusters Score -551975.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -551999.500000 Penalty: 4219.041504
	Iteration 42Q: 3 clusters Score -551999.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -552013.500000 Penalty: 4219.041504
	Iteration 43Q: 3 clusters Score -552013.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -552024.437500 Penalty: 4219.041504
	Iteration 44Q: 3 clusters Score -552024.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -552040.187500 Penalty: 4219.041504
	Iteration 45Q: 3 clusters Score -552040.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -552054.750000 Penalty: 4219.041504
	Iteration 46Q: 3 clusters Score -552054.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -552064.625000 Penalty: 4219.041504
	Iteration 47Q: 3 clusters Score -552064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -552069.937500 Penalty: 4219.041504
	Iteration 48Q: 3 clusters Score -552069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -552076.187500 Penalty: 4219.041504
	Iteration 49Q: 3 clusters Score -552076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -552078.312500 Penalty: 4219.041504
	Iteration 50Q: 3 clusters Score -552078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -552079.562500 Penalty: 4219.041504
	Iteration 51Q: 3 clusters Score -552079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -552081.187500 Penalty: 4219.041504
	Iteration 52Q: 3 clusters Score -552081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -552085.625000 Penalty: 4219.041504
	Iteration 53Q: 3 clusters Score -552085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -552088.625000 Penalty: 4219.041504
	Iteration 54Q: 3 clusters Score -552088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -552093.937500 Penalty: 4219.041504
	Iteration 55Q: 3 clusters Score -552093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -552098.375000 Penalty: 4219.041504
	Iteration 56Q: 3 clusters Score -552098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -552106.125000 Penalty: 4219.041504
	Iteration 57Q: 3 clusters Score -552106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -552110.750000 Penalty: 4219.041504
	Iteration 58Q: 3 clusters Score -552110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -552119.187500 Penalty: 4219.041504
	Iteration 59Q: 3 clusters Score -552119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -552125.937500 Penalty: 4219.041504
	Iteration 60F: 3 clusters Score -552125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -552127.875000 Penalty: 4219.041504
	Iteration 61Q: 3 clusters Score -552127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -552133.875000 Penalty: 4219.041504
	Iteration 62Q: 3 clusters Score -552133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -552137.312500 Penalty: 4219.041504
	Iteration 63Q: 3 clusters Score -552137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -552144.125000 Penalty: 4219.041504
	Iteration 64Q: 3 clusters Score -552144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -552145.875000 Penalty: 4219.041504
	Iteration 65Q: 3 clusters Score -552145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -552145.875000 Penalty: 4219.041504
	Iteration 66F: 3 clusters Score -552145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -49115.324219 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -49115.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47589.503906 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -47589.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47933.566406 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -47933.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48374.242188 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -48374.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49267.304688 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -49267.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49979.347656 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -49979.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50098.289062 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -50098.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50103.027344 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -50103.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50108.105469 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -50108.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50113.011719 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -50113.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50115.312500 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -50115.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50115.312500 Penalty: 3115.076416
	Iteration 10F: 3 clusters Score -50115.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104851 members 
Mstep: Class 13 contains 48696 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27774 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 335543 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 473 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 7796 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 182 members 
Entering Unmasked Estep 
Score: -110915056.000000 Penalty: 150896.156250
Splitting cluster 38 changes total score from -110910096.000000 to -110915056.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 39 (12534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Entering Unmasked Estep 
Score: -1388750.500000 Penalty: 2340.177734
	Iteration 0F: 2 clusters Score -1388750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1379435.500000 Penalty: 4680.355469
	Iteration 0F: 3 clusters Score -1379436 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1382275.875000 Penalty: 4680.355469
	Iteration 1F: 3 clusters Score -1382276 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1382686.250000 Penalty: 4680.355469
	Iteration 2F: 3 clusters Score -1382686 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1383101.000000 Penalty: 4680.355469
	Iteration 3F: 3 clusters Score -1383101 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1383635.375000 Penalty: 4680.355469
	Iteration 4F: 3 clusters Score -1383635 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1384264.000000 Penalty: 4680.355469
	Iteration 5F: 3 clusters Score -1384264 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1384878.250000 Penalty: 4680.355469
	Iteration 6F: 3 clusters Score -1384878 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1385415.250000 Penalty: 4680.355469
	Iteration 7F: 3 clusters Score -1385415 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1385874.875000 Penalty: 4680.355469
	Iteration 8Q: 3 clusters Score -1385875 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1386267.375000 Penalty: 4680.355469
	Iteration 9Q: 3 clusters Score -1386267 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1386609.625000 Penalty: 4680.355469
	Iteration 10Q: 3 clusters Score -1386610 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1386848.000000 Penalty: 4680.355469
	Iteration 11Q: 3 clusters Score -1386848 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1387059.750000 Penalty: 4680.355469
	Iteration 12Q: 3 clusters Score -1387060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1387188.625000 Penalty: 4680.355469
	Iteration 13Q: 3 clusters Score -1387189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1387291.500000 Penalty: 4680.355469
	Iteration 14Q: 3 clusters Score -1387292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1387378.750000 Penalty: 4680.355469
	Iteration 15Q: 3 clusters Score -1387379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1387457.250000 Penalty: 4680.355469
	Iteration 16Q: 3 clusters Score -1387457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1387516.875000 Penalty: 4680.355469
	Iteration 17Q: 3 clusters Score -1387517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1387563.000000 Penalty: 4680.355469
	Iteration 18Q: 3 clusters Score -1387563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1387591.750000 Penalty: 4680.355469
	Iteration 19Q: 3 clusters Score -1387592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1387609.625000 Penalty: 4680.355469
	Iteration 20F: 3 clusters Score -1387610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1387619.125000 Penalty: 4680.355469
	Iteration 21Q: 3 clusters Score -1387619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1387637.625000 Penalty: 4680.355469
	Iteration 22Q: 3 clusters Score -1387638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1387650.750000 Penalty: 4680.355469
	Iteration 23Q: 3 clusters Score -1387651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1387666.750000 Penalty: 4680.355469
	Iteration 24Q: 3 clusters Score -1387667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1387675.375000 Penalty: 4680.355469
	Iteration 25Q: 3 clusters Score -1387675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1387681.750000 Penalty: 4680.355469
	Iteration 26Q: 3 clusters Score -1387682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1387683.875000 Penalty: 4680.355469
	Iteration 27Q: 3 clusters Score -1387684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1387688.625000 Penalty: 4680.355469
	Iteration 28Q: 3 clusters Score -1387689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1387690.750000 Penalty: 4680.355469
	Iteration 29Q: 3 clusters Score -1387691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1387696.625000 Penalty: 4680.355469
	Iteration 30Q: 3 clusters Score -1387697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1387705.625000 Penalty: 4680.355469
	Iteration 31Q: 3 clusters Score -1387706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1387714.375000 Penalty: 4680.355469
	Iteration 32Q: 3 clusters Score -1387714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1387719.750000 Penalty: 4680.355469
	Iteration 33Q: 3 clusters Score -1387720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1387720.875000 Penalty: 4680.355469
	Iteration 34Q: 3 clusters Score -1387721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1387721.750000 Penalty: 4680.355469
	Iteration 35Q: 3 clusters Score -1387722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1387721.750000 Penalty: 4680.355469
	Iteration 36F: 3 clusters Score -1387722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -701274.000000 Penalty: 2172.086182
	Iteration 0F: 2 clusters Score -701274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -695895.562500 Penalty: 4344.172363
	Iteration 0F: 3 clusters Score -695895.6 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -697251.500000 Penalty: 4344.172363
	Iteration 1F: 3 clusters Score -697251.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -697578.625000 Penalty: 4344.172363
	Iteration 2F: 3 clusters Score -697578.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -697834.125000 Penalty: 4344.172363
	Iteration 3F: 3 clusters Score -697834.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -698092.750000 Penalty: 4344.172363
	Iteration 4F: 3 clusters Score -698092.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -698339.750000 Penalty: 4344.172363
	Iteration 5F: 3 clusters Score -698339.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -698593.687500 Penalty: 4344.172363
	Iteration 6Q: 3 clusters Score -698593.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -698865.125000 Penalty: 4344.172363
	Iteration 7F: 3 clusters Score -698865.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -699127.000000 Penalty: 4344.172363
	Iteration 8Q: 3 clusters Score -699127 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -699409.312500 Penalty: 4344.172363
	Iteration 9Q: 3 clusters Score -699409.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -699778.250000 Penalty: 4344.172363
	Iteration 10Q: 3 clusters Score -699778.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -700220.687500 Penalty: 4344.172363
	Iteration 11Q: 3 clusters Score -700220.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -700542.625000 Penalty: 4344.172363
	Iteration 12Q: 3 clusters Score -700542.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -700670.625000 Penalty: 4344.172363
	Iteration 13Q: 3 clusters Score -700670.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -700701.937500 Penalty: 4344.172363
	Iteration 14Q: 3 clusters Score -700701.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -700719.250000 Penalty: 4344.172363
	Iteration 15Q: 3 clusters Score -700719.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -700724.687500 Penalty: 4344.172363
	Iteration 16Q: 3 clusters Score -700724.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -700726.250000 Penalty: 4344.172363
	Iteration 17Q: 3 clusters Score -700726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -700727.250000 Penalty: 4344.172363
	Iteration 18Q: 3 clusters Score -700727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -700731.000000 Penalty: 4344.172363
	Iteration 19Q: 3 clusters Score -700731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -700733.625000 Penalty: 4344.172363
	Iteration 20F: 3 clusters Score -700733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -700733.625000 Penalty: 4344.172363
	Iteration 21Q: 3 clusters Score -700733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -700733.437500 Penalty: 4344.172363
	Iteration 22Q: 3 clusters Score -700733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -700733.437500 Penalty: 4344.172363
	Iteration 23F: 3 clusters Score -700733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23882.582031 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23882.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24018.978516 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24018.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24107.904297 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24162.451172 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24162.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24194.050781 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24194.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24220.814453 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24220.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24236.837891 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24236.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24259.556641 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24259.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24291.566406 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24291.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24339.300781 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24374.800781 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24392.572266 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24392.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24411.496094 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24426.386719 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -24426.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24434.207031 Penalty: 2815.669922
	Iteration 14Q: 3 clusters Score -24434.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24442.740234 Penalty: 2815.669922
	Iteration 15Q: 3 clusters Score -24442.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24454.283203 Penalty: 2815.669922
	Iteration 16Q: 3 clusters Score -24454.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24456.267578 Penalty: 2815.669922
	Iteration 17Q: 3 clusters Score -24456.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24456.267578 Penalty: 2815.669922
	Iteration 18F: 3 clusters Score -24456.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 69893 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104851 members 
Mstep: Class 13 contains 48696 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 27774 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22923 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 335543 members 
Mstep: Class 34 contains 2863 members 
Mstep: Class 35 contains 473 members 
Mstep: Class 36 contains 31584 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915504.000000 Penalty: 150896.156250
Iteration 159Q: 45 clusters Score -1.109155e+08 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 68926 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24609 members 
Mstep: Class 9 contains 41937 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 104605 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 27942 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22686 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32991 members 
Mstep: Class 26 contains 15373 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 109005 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19007 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 337460 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 4945 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 7762 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915840.000000 Penalty: 150896.156250
Iteration 160F: 45 clusters Score -1.109158e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 68217 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24484 members 
Mstep: Class 9 contains 41816 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 104364 members 
Mstep: Class 13 contains 48289 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 27384 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 22490 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 13235 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32988 members 
Mstep: Class 26 contains 15375 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108823 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18997 members 
Mstep: Class 32 contains 5925 members 
Mstep: Class 33 contains 338735 members 
Mstep: Class 34 contains 2885 members 
Mstep: Class 35 contains 482 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 348 members 
Mstep: Class 39 contains 12537 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 8837 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915800.000000 Penalty: 150896.156250
Iteration 161Q: 45 clusters Score -1.109158e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 67709 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24383 members 
Mstep: Class 9 contains 41747 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 104282 members 
Mstep: Class 13 contains 48166 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 27022 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22322 members 
Mstep: Class 19 contains 9447 members 
Mstep: Class 20 contains 6790 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4456 members 
Mstep: Class 23 contains 13236 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32978 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108737 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19005 members 
Mstep: Class 32 contains 5929 members 
Mstep: Class 33 contains 339606 members 
Mstep: Class 34 contains 2899 members 
Mstep: Class 35 contains 483 members 
Mstep: Class 36 contains 31500 members 
Mstep: Class 37 contains 4956 members 
Mstep: Class 38 contains 348 members 
Mstep: Class 39 contains 12542 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 9457 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916016.000000 Penalty: 150896.156250
Iteration 162Q: 45 clusters Score -1.10916e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 67323 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24310 members 
Mstep: Class 9 contains 41680 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 12 contains 104255 members 
Mstep: Class 13 contains 48070 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26746 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 22179 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 6785 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32956 members 
Mstep: Class 26 contains 15379 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108709 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19019 members 
Mstep: Class 32 contains 5935 members 
Mstep: Class 33 contains 340188 members 
Mstep: Class 34 contains 2907 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31505 members 
Mstep: Class 37 contains 4962 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 12546 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 9947 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916024.000000 Penalty: 150896.156250
Iteration 163Q: 45 clusters Score -1.10916e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 67009 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1552 members 
Mstep: Class 12 contains 104265 members 
Mstep: Class 13 contains 47994 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26546 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 6780 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32941 members 
Mstep: Class 26 contains 15382 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19040 members 
Mstep: Class 32 contains 5935 members 
Mstep: Class 33 contains 340580 members 
Mstep: Class 34 contains 2913 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 4975 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12555 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 10356 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915680.000000 Penalty: 150896.156250
Iteration 164Q: 45 clusters Score -1.109157e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 66767 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24155 members 
Mstep: Class 9 contains 41594 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 104298 members 
Mstep: Class 13 contains 47934 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26395 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 21980 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32930 members 
Mstep: Class 26 contains 15385 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108696 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19070 members 
Mstep: Class 32 contains 5933 members 
Mstep: Class 33 contains 340833 members 
Mstep: Class 34 contains 2920 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 4987 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12563 members 
Mstep: Class 40 contains 6365 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 10682 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915280.000000 Penalty: 150896.156250
Iteration 165Q: 45 clusters Score -1.109153e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 66537 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3801 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24092 members 
Mstep: Class 9 contains 41578 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104318 members 
Mstep: Class 13 contains 47883 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26298 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 21907 members 
Mstep: Class 19 contains 9469 members 
Mstep: Class 20 contains 6772 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32915 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108696 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19082 members 
Mstep: Class 32 contains 5934 members 
Mstep: Class 33 contains 341065 members 
Mstep: Class 34 contains 2930 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 4997 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12567 members 
Mstep: Class 40 contains 6365 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 10939 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915240.000000 Penalty: 150896.156250
Iteration 166Q: 45 clusters Score -1.109152e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 66318 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3797 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24051 members 
Mstep: Class 9 contains 41562 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 104326 members 
Mstep: Class 13 contains 47842 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26221 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 21858 members 
Mstep: Class 19 contains 9476 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32906 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108698 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 5938 members 
Mstep: Class 33 contains 341225 members 
Mstep: Class 34 contains 2937 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5005 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6366 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 11183 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915496.000000 Penalty: 150896.156250
Iteration 167Q: 45 clusters Score -1.109155e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 66132 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 24012 members 
Mstep: Class 9 contains 41562 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 104319 members 
Mstep: Class 13 contains 47820 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26150 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 21807 members 
Mstep: Class 19 contains 9475 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 13236 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 32900 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108698 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19142 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 341314 members 
Mstep: Class 34 contains 2943 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5010 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12573 members 
Mstep: Class 40 contains 6368 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 11424 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915520.000000 Penalty: 150896.156250
Iteration 168Q: 45 clusters Score -1.109155e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 65974 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 23993 members 
Mstep: Class 9 contains 41560 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 104312 members 
Mstep: Class 13 contains 47797 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26079 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 21762 members 
Mstep: Class 19 contains 9475 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 13236 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 32891 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 108695 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19180 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 341389 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31530 members 
Mstep: Class 37 contains 5015 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12576 members 
Mstep: Class 40 contains 6372 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 11637 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915560.000000 Penalty: 150896.156250
Iteration 169Q: 45 clusters Score -1.109156e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 65807 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 23977 members 
Mstep: Class 9 contains 41559 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104292 members 
Mstep: Class 13 contains 47773 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 26016 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 21720 members 
Mstep: Class 19 contains 9473 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 32885 members 
Mstep: Class 26 contains 15395 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108694 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19216 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 341484 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31530 members 
Mstep: Class 37 contains 5016 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12578 members 
Mstep: Class 40 contains 6375 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 11839 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915640.000000 Penalty: 150896.156250
Iteration 170Q: 45 clusters Score -1.109156e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 65655 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 23947 members 
Mstep: Class 9 contains 41560 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104261 members 
Mstep: Class 13 contains 47750 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25966 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 21701 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 6753 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 32879 members 
Mstep: Class 26 contains 15400 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108700 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19252 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 341564 members 
Mstep: Class 34 contains 2968 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5019 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12578 members 
Mstep: Class 40 contains 6375 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12025 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915752.000000 Penalty: 150896.156250
Iteration 171Q: 45 clusters Score -1.109158e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 65506 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 23916 members 
Mstep: Class 9 contains 41562 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104239 members 
Mstep: Class 13 contains 47732 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25934 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21677 members 
Mstep: Class 19 contains 9474 members 
Mstep: Class 20 contains 6744 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 32875 members 
Mstep: Class 26 contains 15407 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108702 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19273 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 341673 members 
Mstep: Class 34 contains 2970 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12580 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12167 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915816.000000 Penalty: 150896.156250
Iteration 172Q: 45 clusters Score -1.109158e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 65331 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 23890 members 
Mstep: Class 9 contains 41564 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104209 members 
Mstep: Class 13 contains 47710 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25891 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21669 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 6739 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 5161 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15413 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108707 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19291 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 341786 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5023 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12582 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12318 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915768.000000 Penalty: 150896.156250
Iteration 173Q: 45 clusters Score -1.109158e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 65159 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 23875 members 
Mstep: Class 9 contains 41557 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104186 members 
Mstep: Class 13 contains 47679 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21643 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32879 members 
Mstep: Class 26 contains 15421 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108710 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19311 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 341921 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31542 members 
Mstep: Class 37 contains 5023 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12584 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12452 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915848.000000 Penalty: 150896.156250
Iteration 174Q: 45 clusters Score -1.109158e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 65012 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 23861 members 
Mstep: Class 9 contains 41558 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104150 members 
Mstep: Class 13 contains 47653 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25824 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21623 members 
Mstep: Class 19 contains 9485 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 13234 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32877 members 
Mstep: Class 26 contains 15426 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108710 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19331 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 342047 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 5024 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12584 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12569 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915864.000000 Penalty: 150896.156250
Iteration 175Q: 45 clusters Score -1.109159e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 64874 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23840 members 
Mstep: Class 9 contains 41566 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104129 members 
Mstep: Class 13 contains 47631 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25803 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21606 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 6726 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32873 members 
Mstep: Class 26 contains 15433 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108710 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19342 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 342161 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31540 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12585 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12673 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915704.000000 Penalty: 150896.156250
Iteration 176Q: 45 clusters Score -1.109157e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 64754 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23824 members 
Mstep: Class 9 contains 41571 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104104 members 
Mstep: Class 13 contains 47604 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21586 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 6719 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13229 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32872 members 
Mstep: Class 26 contains 15437 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19357 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 342262 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12587 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12782 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915664.000000 Penalty: 150896.156250
Iteration 177Q: 45 clusters Score -1.109157e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 64636 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23815 members 
Mstep: Class 9 contains 41578 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104067 members 
Mstep: Class 13 contains 47579 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21571 members 
Mstep: Class 19 contains 9491 members 
Mstep: Class 20 contains 6712 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32868 members 
Mstep: Class 26 contains 15443 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108710 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19366 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 342373 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31548 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6375 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 12876 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915680.000000 Penalty: 150896.156250
Iteration 178Q: 45 clusters Score -1.109157e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 64553 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23806 members 
Mstep: Class 9 contains 41581 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104047 members 
Mstep: Class 13 contains 47554 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25734 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21549 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 6703 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32868 members 
Mstep: Class 26 contains 15447 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108704 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19377 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 342413 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12589 members 
Mstep: Class 40 contains 6375 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13002 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915672.000000 Penalty: 150896.156250
Iteration 179Q: 45 clusters Score -1.109157e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 64448 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23783 members 
Mstep: Class 9 contains 41589 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104035 members 
Mstep: Class 13 contains 47535 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25715 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21545 members 
Mstep: Class 19 contains 9496 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32868 members 
Mstep: Class 26 contains 15448 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108706 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19383 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 342457 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6376 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13124 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915712.000000 Penalty: 150896.156250
Iteration 180F: 45 clusters Score -1.109157e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23775 members 
Mstep: Class 9 contains 41593 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 104013 members 
Mstep: Class 13 contains 47520 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21539 members 
Mstep: Class 19 contains 9497 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32870 members 
Mstep: Class 26 contains 15450 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19390 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 342496 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31568 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6377 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13243 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915800.000000 Penalty: 150896.156250
Iteration 181Q: 45 clusters Score -1.109158e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 64262 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23764 members 
Mstep: Class 9 contains 41605 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103999 members 
Mstep: Class 13 contains 47507 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25652 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32869 members 
Mstep: Class 26 contains 15450 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19397 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 342528 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31580 members 
Mstep: Class 37 contains 5030 members 
Mstep: Class 38 contains 353 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6379 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13359 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915800.000000 Penalty: 150896.156250
Iteration 182Q: 45 clusters Score -1.109158e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 64149 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23746 members 
Mstep: Class 9 contains 41611 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103975 members 
Mstep: Class 13 contains 47495 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25638 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21544 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108718 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19403 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 342585 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31587 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 354 members 
Mstep: Class 39 contains 12591 members 
Mstep: Class 40 contains 6381 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13458 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915904.000000 Penalty: 150896.156250
Iteration 183Q: 45 clusters Score -1.109159e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 64038 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 23725 members 
Mstep: Class 9 contains 41612 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103964 members 
Mstep: Class 13 contains 47489 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21545 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19408 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 342659 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31588 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 12592 members 
Mstep: Class 40 contains 6384 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13536 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915792.000000 Penalty: 150896.156250
Iteration 184Q: 45 clusters Score -1.109158e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 63944 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 23699 members 
Mstep: Class 9 contains 41615 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103957 members 
Mstep: Class 13 contains 47486 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21541 members 
Mstep: Class 19 contains 9502 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5159 members 
Mstep: Class 25 contains 32864 members 
Mstep: Class 26 contains 15453 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19409 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 342722 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31591 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 12591 members 
Mstep: Class 40 contains 6387 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13620 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915856.000000 Penalty: 150896.156250
Iteration 185Q: 45 clusters Score -1.109159e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 63866 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23684 members 
Mstep: Class 9 contains 41619 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103936 members 
Mstep: Class 13 contains 47484 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 21539 members 
Mstep: Class 19 contains 9505 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32864 members 
Mstep: Class 26 contains 15453 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19419 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342754 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31595 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6390 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13700 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915824.000000 Penalty: 150896.156250
Iteration 186Q: 45 clusters Score -1.109158e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 63806 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23674 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103921 members 
Mstep: Class 13 contains 47480 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 21536 members 
Mstep: Class 19 contains 9509 members 
Mstep: Class 20 contains 6632 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15452 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19428 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342761 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31601 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13775 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915880.000000 Penalty: 150896.156250
Iteration 187Q: 45 clusters Score -1.109159e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 63753 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23666 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103908 members 
Mstep: Class 13 contains 47474 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25590 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 21529 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32871 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19431 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342780 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13841 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915944.000000 Penalty: 150896.156250
Iteration 188Q: 45 clusters Score -1.109159e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 63690 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23663 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103896 members 
Mstep: Class 13 contains 47474 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25583 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21525 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13212 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32875 members 
Mstep: Class 26 contains 15452 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19438 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342818 members 
Mstep: Class 34 contains 2977 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31603 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13897 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915736.000000 Penalty: 150896.156250
Iteration 189Q: 45 clusters Score -1.109157e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 63631 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23655 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103892 members 
Mstep: Class 13 contains 47470 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25579 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21523 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32874 members 
Mstep: Class 26 contains 15452 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19446 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342840 members 
Mstep: Class 34 contains 2979 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31604 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13946 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915736.000000 Penalty: 150896.156250
Iteration 190Q: 45 clusters Score -1.109157e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 63581 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23651 members 
Mstep: Class 9 contains 41628 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103885 members 
Mstep: Class 13 contains 47459 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25574 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 6604 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 15452 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19454 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342860 members 
Mstep: Class 34 contains 2979 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31603 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12590 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 13998 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915728.000000 Penalty: 150896.156250
Iteration 191Q: 45 clusters Score -1.109157e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 63544 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23651 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103882 members 
Mstep: Class 13 contains 47456 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25568 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 21518 members 
Mstep: Class 19 contains 9516 members 
Mstep: Class 20 contains 6599 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32878 members 
Mstep: Class 26 contains 15453 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19462 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342863 members 
Mstep: Class 34 contains 2980 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31604 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12589 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14039 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915824.000000 Penalty: 150896.156250
Iteration 192Q: 45 clusters Score -1.109158e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 63503 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23649 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103884 members 
Mstep: Class 13 contains 47454 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25562 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 21514 members 
Mstep: Class 19 contains 9517 members 
Mstep: Class 20 contains 6593 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 13199 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32879 members 
Mstep: Class 26 contains 15454 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19466 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342868 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31602 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14091 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915776.000000 Penalty: 150896.156250
Iteration 193Q: 45 clusters Score -1.109158e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 63462 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23643 members 
Mstep: Class 9 contains 41632 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103875 members 
Mstep: Class 13 contains 47449 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25555 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 21512 members 
Mstep: Class 19 contains 9516 members 
Mstep: Class 20 contains 6588 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 13194 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 32881 members 
Mstep: Class 26 contains 15454 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108727 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19467 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 342885 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31602 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14138 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915800.000000 Penalty: 150896.156250
Iteration 194Q: 45 clusters Score -1.109158e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 63416 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23637 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103870 members 
Mstep: Class 13 contains 47450 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25551 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 21510 members 
Mstep: Class 19 contains 9517 members 
Mstep: Class 20 contains 6584 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13194 members 
Mstep: Class 24 contains 5161 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15454 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108728 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19468 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342903 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31599 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14177 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915856.000000 Penalty: 150896.156250
Iteration 195Q: 45 clusters Score -1.109159e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 63373 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 23633 members 
Mstep: Class 9 contains 41643 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103857 members 
Mstep: Class 13 contains 47447 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25547 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21514 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13194 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15455 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108727 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19470 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 342929 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31599 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14208 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915744.000000 Penalty: 150896.156250
Iteration 196Q: 45 clusters Score -1.109157e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 63332 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 23634 members 
Mstep: Class 9 contains 41648 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103845 members 
Mstep: Class 13 contains 47447 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25540 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21514 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15455 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19476 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 342948 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31601 members 
Mstep: Class 37 contains 5034 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14235 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915848.000000 Penalty: 150896.156250
Iteration 197Q: 45 clusters Score -1.109158e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 63292 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23633 members 
Mstep: Class 9 contains 41653 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103832 members 
Mstep: Class 13 contains 47445 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25535 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21514 members 
Mstep: Class 19 contains 9521 members 
Mstep: Class 20 contains 6573 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32881 members 
Mstep: Class 26 contains 15455 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19482 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 342986 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31602 members 
Mstep: Class 37 contains 5037 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14252 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915784.000000 Penalty: 150896.156250
Iteration 198Q: 45 clusters Score -1.109158e+08 nChanged 139
Entering ConstructFrom: 
Score: -110915784.000000 Penalty: 150896.156250
Entering ConstructFrom: 
Trying to split cluster 1 (18502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Entering Unmasked Estep 
Score: -2138753.250000 Penalty: 2436.757324
	Iteration 0F: 2 clusters Score -2138753 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 9232 members 
Entering Unmasked Estep 
Score: -2125674.000000 Penalty: 4873.514648
	Iteration 0F: 3 clusters Score -2125674 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2129969.500000 Penalty: 4873.514648
	Iteration 1F: 3 clusters Score -2129970 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2130288.500000 Penalty: 4873.514648
	Iteration 2Q: 3 clusters Score -2130288 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2130534.500000 Penalty: 4873.514648
	Iteration 3Q: 3 clusters Score -2130534 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2130757.500000 Penalty: 4873.514648
	Iteration 4Q: 3 clusters Score -2130758 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2130950.750000 Penalty: 4873.514648
	Iteration 5Q: 3 clusters Score -2130951 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2131142.500000 Penalty: 4873.514648
	Iteration 6Q: 3 clusters Score -2131142 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2131391.000000 Penalty: 4873.514648
	Iteration 7Q: 3 clusters Score -2131391 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2131680.250000 Penalty: 4873.514648
	Iteration 8Q: 3 clusters Score -2131680 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2132031.250000 Penalty: 4873.514648
	Iteration 9Q: 3 clusters Score -2132031 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2132486.500000 Penalty: 4873.514648
	Iteration 10Q: 3 clusters Score -2132486 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2133067.000000 Penalty: 4873.514648
	Iteration 11Q: 3 clusters Score -2133067 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2133768.750000 Penalty: 4873.514648
	Iteration 12F: 3 clusters Score -2133769 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2134480.750000 Penalty: 4873.514648
	Iteration 13Q: 3 clusters Score -2134481 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2135133.250000 Penalty: 4873.514648
	Iteration 14Q: 3 clusters Score -2135133 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2135641.000000 Penalty: 4873.514648
	Iteration 15Q: 3 clusters Score -2135641 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2135975.500000 Penalty: 4873.514648
	Iteration 16Q: 3 clusters Score -2135976 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2136181.750000 Penalty: 4873.514648
	Iteration 17Q: 3 clusters Score -2136182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2136301.750000 Penalty: 4873.514648
	Iteration 18Q: 3 clusters Score -2136302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2136401.000000 Penalty: 4873.514648
	Iteration 19Q: 3 clusters Score -2136401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2136487.250000 Penalty: 4873.514648
	Iteration 20F: 3 clusters Score -2136487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2136536.500000 Penalty: 4873.514648
	Iteration 21Q: 3 clusters Score -2136536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2136561.500000 Penalty: 4873.514648
	Iteration 22Q: 3 clusters Score -2136562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2136582.500000 Penalty: 4873.514648
	Iteration 23Q: 3 clusters Score -2136582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2136596.500000 Penalty: 4873.514648
	Iteration 24Q: 3 clusters Score -2136596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2136601.250000 Penalty: 4873.514648
	Iteration 25Q: 3 clusters Score -2136601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2136606.750000 Penalty: 4873.514648
	Iteration 26Q: 3 clusters Score -2136607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2136610.000000 Penalty: 4873.514648
	Iteration 27Q: 3 clusters Score -2136610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2136611.250000 Penalty: 4873.514648
	Iteration 28Q: 3 clusters Score -2136611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2136612.250000 Penalty: 4873.514648
	Iteration 29Q: 3 clusters Score -2136612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2136611.250000 Penalty: 4873.514648
	Iteration 30Q: 3 clusters Score -2136611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2136616.250000 Penalty: 4873.514648
	Iteration 31Q: 3 clusters Score -2136616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2136617.750000 Penalty: 4873.514648
	Iteration 32Q: 3 clusters Score -2136618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2136620.250000 Penalty: 4873.514648
	Iteration 33Q: 3 clusters Score -2136620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2136626.000000 Penalty: 4873.514648
	Iteration 34Q: 3 clusters Score -2136626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2136631.500000 Penalty: 4873.514648
	Iteration 35Q: 3 clusters Score -2136632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2136636.250000 Penalty: 4873.514648
	Iteration 36Q: 3 clusters Score -2136636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2136637.500000 Penalty: 4873.514648
	Iteration 37Q: 3 clusters Score -2136638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2136639.000000 Penalty: 4873.514648
	Iteration 38Q: 3 clusters Score -2136639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2136639.500000 Penalty: 4873.514648
	Iteration 39Q: 3 clusters Score -2136640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2136644.000000 Penalty: 4873.514648
	Iteration 40F: 3 clusters Score -2136644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2136642.500000 Penalty: 4873.514648
	Iteration 41Q: 3 clusters Score -2136642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2136647.500000 Penalty: 4873.514648
	Iteration 42Q: 3 clusters Score -2136648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2136648.750000 Penalty: 4873.514648
	Iteration 43Q: 3 clusters Score -2136649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2136648.750000 Penalty: 4873.514648
	Iteration 44Q: 3 clusters Score -2136649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2136648.500000 Penalty: 4873.514648
	Iteration 45Q: 3 clusters Score -2136648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2136648.500000 Penalty: 4873.514648
	Iteration 46F: 3 clusters Score -2136648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Entering Unmasked Estep 
Score: -7047089.500000 Penalty: 2741.653809
	Iteration 0F: 2 clusters Score -7047090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7004715.500000 Penalty: 5483.307617
	Iteration 0F: 3 clusters Score -7004716 nChanged 29315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -7020959.000000 Penalty: 5483.307617
	Iteration 1F: 3 clusters Score -7020959 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -7021531.500000 Penalty: 5483.307617
	Iteration 2Q: 3 clusters Score -7021532 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -7022110.500000 Penalty: 5483.307617
	Iteration 3Q: 3 clusters Score -7022110 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -7022759.500000 Penalty: 5483.307617
	Iteration 4Q: 3 clusters Score -7022760 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -7023544.500000 Penalty: 5483.307617
	Iteration 5Q: 3 clusters Score -7023544 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -7024707.500000 Penalty: 5483.307617
	Iteration 6Q: 3 clusters Score -7024708 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -7026225.500000 Penalty: 5483.307617
	Iteration 7F: 3 clusters Score -7026226 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -7028115.500000 Penalty: 5483.307617
	Iteration 8F: 3 clusters Score -7028116 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -7030272.500000 Penalty: 5483.307617
	Iteration 9F: 3 clusters Score -7030272 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7032230.000000 Penalty: 5483.307617
	Iteration 10F: 3 clusters Score -7032230 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -7033986.000000 Penalty: 5483.307617
	Iteration 11Q: 3 clusters Score -7033986 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -7035660.000000 Penalty: 5483.307617
	Iteration 12Q: 3 clusters Score -7035660 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -7037563.000000 Penalty: 5483.307617
	Iteration 13Q: 3 clusters Score -7037563 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -7039566.500000 Penalty: 5483.307617
	Iteration 14Q: 3 clusters Score -7039566 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7041770.500000 Penalty: 5483.307617
	Iteration 15Q: 3 clusters Score -7041770 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7043485.500000 Penalty: 5483.307617
	Iteration 16Q: 3 clusters Score -7043486 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7044280.000000 Penalty: 5483.307617
	Iteration 17Q: 3 clusters Score -7044280 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7044590.000000 Penalty: 5483.307617
	Iteration 18Q: 3 clusters Score -7044590 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7044727.500000 Penalty: 5483.307617
	Iteration 19Q: 3 clusters Score -7044728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7044791.500000 Penalty: 5483.307617
	Iteration 20F: 3 clusters Score -7044792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7044827.000000 Penalty: 5483.307617
	Iteration 21Q: 3 clusters Score -7044827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7044881.500000 Penalty: 5483.307617
	Iteration 22Q: 3 clusters Score -7044882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7044896.500000 Penalty: 5483.307617
	Iteration 23Q: 3 clusters Score -7044896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7044914.500000 Penalty: 5483.307617
	Iteration 24Q: 3 clusters Score -7044914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7044932.000000 Penalty: 5483.307617
	Iteration 25Q: 3 clusters Score -7044932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7044931.500000 Penalty: 5483.307617
	Iteration 26Q: 3 clusters Score -7044932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7044935.500000 Penalty: 5483.307617
	Iteration 27Q: 3 clusters Score -7044936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7044928.500000 Penalty: 5483.307617
	Iteration 28Q: 3 clusters Score -7044928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7044935.000000 Penalty: 5483.307617
	Iteration 29Q: 3 clusters Score -7044935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7044935.000000 Penalty: 5483.307617
	Iteration 30F: 3 clusters Score -7044935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -84040.625000 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -84040.62 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 496 members 
Entering Unmasked Estep 
Score: -82271.914062 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -82271.91 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83000.015625 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -83000.02 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83834.531250 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -83834.53 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84542.101562 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -84542.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -84842.406250 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -84842.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -84974.187500 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -84974.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85053.117188 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -85053.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -85137.226562 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -85137.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85164.789062 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -85164.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85168.171875 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -85168.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -85169.132812 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -85169.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -85172.312500 Penalty: 3409.602539
	Iteration 11F: 3 clusters Score -85172.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85175.914062 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -85175.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -85177.539062 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -85177.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85200.812500 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -85200.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85228.570312 Penalty: 3409.602539
	Iteration 15Q: 3 clusters Score -85228.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -85263.273438 Penalty: 3409.602539
	Iteration 16Q: 3 clusters Score -85263.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85279.914062 Penalty: 3409.602539
	Iteration 17Q: 3 clusters Score -85279.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85326.101562 Penalty: 3409.602539
	Iteration 18Q: 3 clusters Score -85326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85393.843750 Penalty: 3409.602539
	Iteration 19Q: 3 clusters Score -85393.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85410.414062 Penalty: 3409.602539
	Iteration 20F: 3 clusters Score -85410.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85426.265625 Penalty: 3409.602539
	Iteration 21Q: 3 clusters Score -85426.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85430.406250 Penalty: 3409.602539
	Iteration 22Q: 3 clusters Score -85430.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85431.687500 Penalty: 3409.602539
	Iteration 23Q: 3 clusters Score -85431.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85431.687500 Penalty: 3409.602539
	Iteration 24F: 3 clusters Score -85431.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 63263 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23632 members 
Mstep: Class 9 contains 41656 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103823 members 
Mstep: Class 13 contains 47444 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21518 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19483 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 342997 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14276 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 264 members 
Entering Unmasked Estep 
Score: -110915448.000000 Penalty: 154325.625000
Splitting cluster 3 changes total score from -110915784.000000 to -110915448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -230469.921875 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -230469.9 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 1075 members 
Entering Unmasked Estep 
Score: -227796.156250 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -227796.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -228329.875000 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -228329.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -228490.718750 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -228490.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -228564.671875 Penalty: 3800.117432
	Iteration 3Q: 3 clusters Score -228564.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228613.296875 Penalty: 3800.117432
	Iteration 4Q: 3 clusters Score -228613.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -228655.203125 Penalty: 3800.117432
	Iteration 5Q: 3 clusters Score -228655.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228703.734375 Penalty: 3800.117432
	Iteration 6Q: 3 clusters Score -228703.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228756.640625 Penalty: 3800.117432
	Iteration 7Q: 3 clusters Score -228756.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -228831.250000 Penalty: 3800.117432
	Iteration 8Q: 3 clusters Score -228831.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -228893.968750 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -228894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228966.843750 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -228966.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -229039.828125 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -229039.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -229085.093750 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -229085.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229113.203125 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -229113.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229133.140625 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -229133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229148.906250 Penalty: 3800.117432
	Iteration 15Q: 3 clusters Score -229148.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229161.046875 Penalty: 3800.117432
	Iteration 16Q: 3 clusters Score -229161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229172.265625 Penalty: 3800.117432
	Iteration 17Q: 3 clusters Score -229172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -229179.687500 Penalty: 3800.117432
	Iteration 18Q: 3 clusters Score -229179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -229185.265625 Penalty: 3800.117432
	Iteration 19Q: 3 clusters Score -229185.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229195.250000 Penalty: 3800.117432
	Iteration 20F: 3 clusters Score -229195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229205.515625 Penalty: 3800.117432
	Iteration 21Q: 3 clusters Score -229205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -229210.671875 Penalty: 3800.117432
	Iteration 22Q: 3 clusters Score -229210.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -229217.859375 Penalty: 3800.117432
	Iteration 23Q: 3 clusters Score -229217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -229227.484375 Penalty: 3800.117432
	Iteration 24Q: 3 clusters Score -229227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229234.781250 Penalty: 3800.117432
	Iteration 25Q: 3 clusters Score -229234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229241.281250 Penalty: 3800.117432
	Iteration 26Q: 3 clusters Score -229241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229246.328125 Penalty: 3800.117432
	Iteration 27Q: 3 clusters Score -229246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -229249.468750 Penalty: 3800.117432
	Iteration 28Q: 3 clusters Score -229249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -229250.718750 Penalty: 3800.117432
	Iteration 29Q: 3 clusters Score -229250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -229253.187500 Penalty: 3800.117432
	Iteration 30Q: 3 clusters Score -229253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -229256.890625 Penalty: 3800.117432
	Iteration 31Q: 3 clusters Score -229256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -229259.015625 Penalty: 3800.117432
	Iteration 32Q: 3 clusters Score -229259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229260.500000 Penalty: 3800.117432
	Iteration 33Q: 3 clusters Score -229260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229261.937500 Penalty: 3800.117432
	Iteration 34Q: 3 clusters Score -229261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229264.984375 Penalty: 3800.117432
	Iteration 35Q: 3 clusters Score -229265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -229268.468750 Penalty: 3800.117432
	Iteration 36Q: 3 clusters Score -229268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229270.312500 Penalty: 3800.117432
	Iteration 37Q: 3 clusters Score -229270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229272.953125 Penalty: 3800.117432
	Iteration 38Q: 3 clusters Score -229273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -229276.953125 Penalty: 3800.117432
	Iteration 39Q: 3 clusters Score -229277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -229279.343750 Penalty: 3800.117432
	Iteration 40F: 3 clusters Score -229279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -229282.187500 Penalty: 3800.117432
	Iteration 41Q: 3 clusters Score -229282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229285.921875 Penalty: 3800.117432
	Iteration 42Q: 3 clusters Score -229285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229290.250000 Penalty: 3800.117432
	Iteration 43Q: 3 clusters Score -229290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229293.281250 Penalty: 3800.117432
	Iteration 44Q: 3 clusters Score -229293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229294.437500 Penalty: 3800.117432
	Iteration 45Q: 3 clusters Score -229294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229295.140625 Penalty: 3800.117432
	Iteration 46Q: 3 clusters Score -229295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229295.140625 Penalty: 3800.117432
	Iteration 47F: 3 clusters Score -229295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -753170.437500 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -753170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -747513.875000 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -747513.9 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -748965.937500 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -748965.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -749194.250000 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -749194.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -749349.000000 Penalty: 4373.894043
	Iteration 3Q: 3 clusters Score -749349 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -749451.562500 Penalty: 4373.894043
	Iteration 4Q: 3 clusters Score -749451.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -749515.125000 Penalty: 4373.894043
	Iteration 5Q: 3 clusters Score -749515.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -749566.437500 Penalty: 4373.894043
	Iteration 6Q: 3 clusters Score -749566.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -749615.437500 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -749615.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -749649.812500 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -749649.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -749677.875000 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -749677.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -749708.937500 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -749708.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -749733.937500 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -749733.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -749761.562500 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -749761.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -749785.312500 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -749785.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -749810.687500 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -749810.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -749838.000000 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -749838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -749864.062500 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -749864.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -749888.937500 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -749888.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -749916.562500 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -749916.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -749934.875000 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -749934.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -749950.750000 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -749950.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -749969.312500 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -749969.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -749984.562500 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -749984.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -749995.750000 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -749995.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -750012.250000 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -750012.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -750026.750000 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -750026.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -750042.937500 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -750042.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -750065.125000 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -750065.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -750083.062500 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -750083.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -750107.437500 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -750107.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -750136.312500 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -750136.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -750164.000000 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -750164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -750189.000000 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -750189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -750223.062500 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -750223.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -750251.437500 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -750251.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -750275.125000 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -750275.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -750305.187500 Penalty: 4373.894043
	Iteration 36Q: 3 clusters Score -750305.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -750336.687500 Penalty: 4373.894043
	Iteration 37Q: 3 clusters Score -750336.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -750372.375000 Penalty: 4373.894043
	Iteration 38Q: 3 clusters Score -750372.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -750417.812500 Penalty: 4373.894043
	Iteration 39Q: 3 clusters Score -750417.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -750472.750000 Penalty: 4373.894043
	Iteration 40F: 3 clusters Score -750472.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -750525.875000 Penalty: 4373.894043
	Iteration 41Q: 3 clusters Score -750525.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -750575.125000 Penalty: 4373.894043
	Iteration 42Q: 3 clusters Score -750575.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -750642.000000 Penalty: 4373.894043
	Iteration 43Q: 3 clusters Score -750642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -750692.187500 Penalty: 4373.894043
	Iteration 44Q: 3 clusters Score -750692.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -750737.250000 Penalty: 4373.894043
	Iteration 45Q: 3 clusters Score -750737.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -750780.750000 Penalty: 4373.894043
	Iteration 46Q: 3 clusters Score -750780.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -750821.812500 Penalty: 4373.894043
	Iteration 47Q: 3 clusters Score -750821.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -750858.562500 Penalty: 4373.894043
	Iteration 48Q: 3 clusters Score -750858.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -750889.625000 Penalty: 4373.894043
	Iteration 49Q: 3 clusters Score -750889.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -750922.875000 Penalty: 4373.894043
	Iteration 50Q: 3 clusters Score -750922.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -750956.062500 Penalty: 4373.894043
	Iteration 51Q: 3 clusters Score -750956.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -750978.625000 Penalty: 4373.894043
	Iteration 52Q: 3 clusters Score -750978.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -750998.437500 Penalty: 4373.894043
	Iteration 53Q: 3 clusters Score -750998.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -751023.250000 Penalty: 4373.894043
	Iteration 54Q: 3 clusters Score -751023.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -751042.937500 Penalty: 4373.894043
	Iteration 55Q: 3 clusters Score -751042.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -751062.937500 Penalty: 4373.894043
	Iteration 56Q: 3 clusters Score -751062.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -751080.125000 Penalty: 4373.894043
	Iteration 57Q: 3 clusters Score -751080.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -751092.437500 Penalty: 4373.894043
	Iteration 58Q: 3 clusters Score -751092.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -751103.437500 Penalty: 4373.894043
	Iteration 59Q: 3 clusters Score -751103.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -751113.750000 Penalty: 4373.894043
	Iteration 60F: 3 clusters Score -751113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -751123.812500 Penalty: 4373.894043
	Iteration 61Q: 3 clusters Score -751123.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -751137.062500 Penalty: 4373.894043
	Iteration 62Q: 3 clusters Score -751137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -751148.875000 Penalty: 4373.894043
	Iteration 63Q: 3 clusters Score -751148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -751152.687500 Penalty: 4373.894043
	Iteration 64Q: 3 clusters Score -751152.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -751159.875000 Penalty: 4373.894043
	Iteration 65Q: 3 clusters Score -751159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -751166.500000 Penalty: 4373.894043
	Iteration 66Q: 3 clusters Score -751166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -751174.437500 Penalty: 4373.894043
	Iteration 67Q: 3 clusters Score -751174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -751182.750000 Penalty: 4373.894043
	Iteration 68Q: 3 clusters Score -751182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -751197.125000 Penalty: 4373.894043
	Iteration 69Q: 3 clusters Score -751197.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -751212.187500 Penalty: 4373.894043
	Iteration 70Q: 3 clusters Score -751212.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -751222.625000 Penalty: 4373.894043
	Iteration 71Q: 3 clusters Score -751222.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -751231.562500 Penalty: 4373.894043
	Iteration 72Q: 3 clusters Score -751231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -751240.625000 Penalty: 4373.894043
	Iteration 73Q: 3 clusters Score -751240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -751243.812500 Penalty: 4373.894043
	Iteration 74Q: 3 clusters Score -751243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -751250.062500 Penalty: 4373.894043
	Iteration 75Q: 3 clusters Score -751250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -751256.437500 Penalty: 4373.894043
	Iteration 76Q: 3 clusters Score -751256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -751263.375000 Penalty: 4373.894043
	Iteration 77Q: 3 clusters Score -751263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -751271.500000 Penalty: 4373.894043
	Iteration 78Q: 3 clusters Score -751271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -751277.750000 Penalty: 4373.894043
	Iteration 79Q: 3 clusters Score -751277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -751287.687500 Penalty: 4373.894043
	Iteration 80F: 3 clusters Score -751287.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -751294.812500 Penalty: 4373.894043
	Iteration 81Q: 3 clusters Score -751294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -751298.750000 Penalty: 4373.894043
	Iteration 82Q: 3 clusters Score -751298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -751304.312500 Penalty: 4373.894043
	Iteration 83Q: 3 clusters Score -751304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -751307.312500 Penalty: 4373.894043
	Iteration 84Q: 3 clusters Score -751307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -751310.187500 Penalty: 4373.894043
	Iteration 85Q: 3 clusters Score -751310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -751310.375000 Penalty: 4373.894043
	Iteration 86Q: 3 clusters Score -751310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -751309.750000 Penalty: 4373.894043
	Iteration 87Q: 3 clusters Score -751309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -751311.000000 Penalty: 4373.894043
	Iteration 88Q: 3 clusters Score -751311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -751312.687500 Penalty: 4373.894043
	Iteration 89Q: 3 clusters Score -751312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -751314.812500 Penalty: 4373.894043
	Iteration 90Q: 3 clusters Score -751314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -751314.812500 Penalty: 4373.894043
	Iteration 91F: 3 clusters Score -751314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -413737.781250 Penalty: 2043.157104
	Iteration 0F: 2 clusters Score -413737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -409958.500000 Penalty: 4086.314209
	Iteration 0F: 3 clusters Score -409958.5 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -410753.000000 Penalty: 4086.314209
	Iteration 1F: 3 clusters Score -410753 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -411031.531250 Penalty: 4086.314209
	Iteration 2F: 3 clusters Score -411031.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -411341.312500 Penalty: 4086.314209
	Iteration 3F: 3 clusters Score -411341.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -411646.937500 Penalty: 4086.314209
	Iteration 4F: 3 clusters Score -411646.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -411936.000000 Penalty: 4086.314209
	Iteration 5F: 3 clusters Score -411936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412146.781250 Penalty: 4086.314209
	Iteration 6F: 3 clusters Score -412146.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -412340.750000 Penalty: 4086.314209
	Iteration 7F: 3 clusters Score -412340.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -412513.843750 Penalty: 4086.314209
	Iteration 8Q: 3 clusters Score -412513.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -412665.000000 Penalty: 4086.314209
	Iteration 9Q: 3 clusters Score -412665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -412805.093750 Penalty: 4086.314209
	Iteration 10Q: 3 clusters Score -412805.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412923.875000 Penalty: 4086.314209
	Iteration 11Q: 3 clusters Score -412923.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -413012.656250 Penalty: 4086.314209
	Iteration 12Q: 3 clusters Score -413012.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -413064.593750 Penalty: 4086.314209
	Iteration 13Q: 3 clusters Score -413064.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -413108.843750 Penalty: 4086.314209
	Iteration 14Q: 3 clusters Score -413108.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -413153.031250 Penalty: 4086.314209
	Iteration 15Q: 3 clusters Score -413153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -413172.062500 Penalty: 4086.314209
	Iteration 16Q: 3 clusters Score -413172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -413185.468750 Penalty: 4086.314209
	Iteration 17Q: 3 clusters Score -413185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -413195.531250 Penalty: 4086.314209
	Iteration 18Q: 3 clusters Score -413195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -413204.437500 Penalty: 4086.314209
	Iteration 19Q: 3 clusters Score -413204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -413210.906250 Penalty: 4086.314209
	Iteration 20F: 3 clusters Score -413210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -413214.531250 Penalty: 4086.314209
	Iteration 21Q: 3 clusters Score -413214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -413217.156250 Penalty: 4086.314209
	Iteration 22Q: 3 clusters Score -413217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -413218.406250 Penalty: 4086.314209
	Iteration 23Q: 3 clusters Score -413218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -413219.125000 Penalty: 4086.314209
	Iteration 24Q: 3 clusters Score -413219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -413220.750000 Penalty: 4086.314209
	Iteration 25Q: 3 clusters Score -413220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -413223.937500 Penalty: 4086.314209
	Iteration 26Q: 3 clusters Score -413223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -413224.062500 Penalty: 4086.314209
	Iteration 27Q: 3 clusters Score -413224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -413225.187500 Penalty: 4086.314209
	Iteration 28Q: 3 clusters Score -413225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -413228.250000 Penalty: 4086.314209
	Iteration 29Q: 3 clusters Score -413228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -413230.781250 Penalty: 4086.314209
	Iteration 30Q: 3 clusters Score -413230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -413233.062500 Penalty: 4086.314209
	Iteration 31Q: 3 clusters Score -413233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -413234.843750 Penalty: 4086.314209
	Iteration 32Q: 3 clusters Score -413234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -413236.843750 Penalty: 4086.314209
	Iteration 33Q: 3 clusters Score -413236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -413239.593750 Penalty: 4086.314209
	Iteration 34Q: 3 clusters Score -413239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -413241.125000 Penalty: 4086.314209
	Iteration 35Q: 3 clusters Score -413241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -413241.687500 Penalty: 4086.314209
	Iteration 36Q: 3 clusters Score -413241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -413242.156250 Penalty: 4086.314209
	Iteration 37Q: 3 clusters Score -413242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -413242.156250 Penalty: 4086.314209
	Iteration 38F: 3 clusters Score -413242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -430816.968750 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -430817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -427028.437500 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -427028.4 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -427866.718750 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -427866.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -428050.718750 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -428050.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -428160.500000 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -428160.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -428228.468750 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -428228.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -428271.812500 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -428271.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -428304.343750 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -428304.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -428328.125000 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -428328.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -428345.812500 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -428345.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -428364.718750 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -428364.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428380.687500 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -428380.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -428391.875000 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -428391.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -428403.218750 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -428403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -428415.156250 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -428415.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428425.125000 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -428425.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428435.031250 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -428435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -428446.531250 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -428446.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -428455.218750 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -428455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -428467.968750 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -428468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -428481.750000 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -428481.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -428494.500000 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -428494.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -428503.218750 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -428503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -428510.875000 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -428510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -428518.312500 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -428518.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -428522.062500 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -428522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -428528.000000 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -428528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -428528.218750 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -428528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428531.593750 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -428531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -428534.937500 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -428534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -428537.250000 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -428537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428541.062500 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -428541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -428542.312500 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -428542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -428545.125000 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -428545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -428548.312500 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -428548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -428549.343750 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -428549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -428551.593750 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -428551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -428552.156250 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -428552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -428555.406250 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -428555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -428561.437500 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -428561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -428563.343750 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -428563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -428565.218750 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -428565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -428566.375000 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -428566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -428567.250000 Penalty: 4094.891113
	Iteration 42Q: 3 clusters Score -428567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -428567.593750 Penalty: 4094.891113
	Iteration 43Q: 3 clusters Score -428567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -428568.781250 Penalty: 4094.891113
	Iteration 44Q: 3 clusters Score -428568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -428571.218750 Penalty: 4094.891113
	Iteration 45Q: 3 clusters Score -428571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -428574.625000 Penalty: 4094.891113
	Iteration 46Q: 3 clusters Score -428574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -428576.187500 Penalty: 4094.891113
	Iteration 47Q: 3 clusters Score -428576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -428580.250000 Penalty: 4094.891113
	Iteration 48Q: 3 clusters Score -428580.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -428586.406250 Penalty: 4094.891113
	Iteration 49Q: 3 clusters Score -428586.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -428593.937500 Penalty: 4094.891113
	Iteration 50Q: 3 clusters Score -428593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -428597.437500 Penalty: 4094.891113
	Iteration 51Q: 3 clusters Score -428597.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -428602.718750 Penalty: 4094.891113
	Iteration 52Q: 3 clusters Score -428602.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -428612.281250 Penalty: 4094.891113
	Iteration 53Q: 3 clusters Score -428612.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -428622.906250 Penalty: 4094.891113
	Iteration 54Q: 3 clusters Score -428622.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -428637.062500 Penalty: 4094.891113
	Iteration 55Q: 3 clusters Score -428637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -428646.812500 Penalty: 4094.891113
	Iteration 56Q: 3 clusters Score -428646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -428657.093750 Penalty: 4094.891113
	Iteration 57Q: 3 clusters Score -428657.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428672.218750 Penalty: 4094.891113
	Iteration 58Q: 3 clusters Score -428672.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -428694.781250 Penalty: 4094.891113
	Iteration 59Q: 3 clusters Score -428694.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428717.468750 Penalty: 4094.891113
	Iteration 60F: 3 clusters Score -428717.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -428749.218750 Penalty: 4094.891113
	Iteration 61Q: 3 clusters Score -428749.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -428790.125000 Penalty: 4094.891113
	Iteration 62Q: 3 clusters Score -428790.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -428840.187500 Penalty: 4094.891113
	Iteration 63Q: 3 clusters Score -428840.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -428913.781250 Penalty: 4094.891113
	Iteration 64Q: 3 clusters Score -428913.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -429017.312500 Penalty: 4094.891113
	Iteration 65Q: 3 clusters Score -429017.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -429127.968750 Penalty: 4094.891113
	Iteration 66Q: 3 clusters Score -429128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -429234.406250 Penalty: 4094.891113
	Iteration 67Q: 3 clusters Score -429234.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -429328.281250 Penalty: 4094.891113
	Iteration 68Q: 3 clusters Score -429328.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429496.656250 Penalty: 4094.891113
	Iteration 69Q: 3 clusters Score -429496.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -429802.968750 Penalty: 4094.891113
	Iteration 70Q: 3 clusters Score -429803 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -430228.781250 Penalty: 4094.891113
	Iteration 71Q: 3 clusters Score -430228.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -430556.937500 Penalty: 4094.891113
	Iteration 72Q: 3 clusters Score -430556.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -430665.156250 Penalty: 4094.891113
	Iteration 73Q: 3 clusters Score -430665.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -430697.218750 Penalty: 4094.891113
	Iteration 74Q: 3 clusters Score -430697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -430705.875000 Penalty: 4094.891113
	Iteration 75Q: 3 clusters Score -430705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -430711.156250 Penalty: 4094.891113
	Iteration 76Q: 3 clusters Score -430711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -430726.468750 Penalty: 4094.891113
	Iteration 77Q: 3 clusters Score -430726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -430736.875000 Penalty: 4094.891113
	Iteration 78Q: 3 clusters Score -430736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -430749.500000 Penalty: 4094.891113
	Iteration 79Q: 3 clusters Score -430749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -430756.093750 Penalty: 4094.891113
	Iteration 80F: 3 clusters Score -430756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -430759.625000 Penalty: 4094.891113
	Iteration 81Q: 3 clusters Score -430759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -430760.468750 Penalty: 4094.891113
	Iteration 82Q: 3 clusters Score -430760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -430762.062500 Penalty: 4094.891113
	Iteration 83Q: 3 clusters Score -430762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -430762.468750 Penalty: 4094.891113
	Iteration 84Q: 3 clusters Score -430762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -430762.781250 Penalty: 4094.891113
	Iteration 85Q: 3 clusters Score -430762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -430763.468750 Penalty: 4094.891113
	Iteration 86Q: 3 clusters Score -430763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -430763.468750 Penalty: 4094.891113
	Iteration 87F: 3 clusters Score -430763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Entering Unmasked Estep 
Score: -2724340.500000 Penalty: 2497.448730
	Iteration 0F: 2 clusters Score -2724340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2707878.000000 Penalty: 4994.897461
	Iteration 0F: 3 clusters Score -2707878 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2713442.000000 Penalty: 4994.897461
	Iteration 1F: 3 clusters Score -2713442 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2713818.250000 Penalty: 4994.897461
	Iteration 2Q: 3 clusters Score -2713818 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2714115.250000 Penalty: 4994.897461
	Iteration 3Q: 3 clusters Score -2714115 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2714377.250000 Penalty: 4994.897461
	Iteration 4Q: 3 clusters Score -2714377 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2714617.000000 Penalty: 4994.897461
	Iteration 5Q: 3 clusters Score -2714617 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2714891.750000 Penalty: 4994.897461
	Iteration 6Q: 3 clusters Score -2714892 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2715189.500000 Penalty: 4994.897461
	Iteration 7Q: 3 clusters Score -2715190 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2715523.250000 Penalty: 4994.897461
	Iteration 8Q: 3 clusters Score -2715523 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2716000.500000 Penalty: 4994.897461
	Iteration 9Q: 3 clusters Score -2716000 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2716512.750000 Penalty: 4994.897461
	Iteration 10Q: 3 clusters Score -2716513 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2717174.500000 Penalty: 4994.897461
	Iteration 11Q: 3 clusters Score -2717174 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2717982.250000 Penalty: 4994.897461
	Iteration 12F: 3 clusters Score -2717982 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2718714.750000 Penalty: 4994.897461
	Iteration 13Q: 3 clusters Score -2718715 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2719275.500000 Penalty: 4994.897461
	Iteration 14Q: 3 clusters Score -2719276 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2719596.750000 Penalty: 4994.897461
	Iteration 15Q: 3 clusters Score -2719597 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2719781.500000 Penalty: 4994.897461
	Iteration 16Q: 3 clusters Score -2719782 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2719913.750000 Penalty: 4994.897461
	Iteration 17Q: 3 clusters Score -2719914 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2719996.500000 Penalty: 4994.897461
	Iteration 18Q: 3 clusters Score -2719996 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2720075.250000 Penalty: 4994.897461
	Iteration 19Q: 3 clusters Score -2720075 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2720140.750000 Penalty: 4994.897461
	Iteration 20F: 3 clusters Score -2720141 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2720229.250000 Penalty: 4994.897461
	Iteration 21Q: 3 clusters Score -2720229 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2720324.000000 Penalty: 4994.897461
	Iteration 22Q: 3 clusters Score -2720324 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2720402.500000 Penalty: 4994.897461
	Iteration 23Q: 3 clusters Score -2720402 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2720498.750000 Penalty: 4994.897461
	Iteration 24Q: 3 clusters Score -2720499 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2720599.750000 Penalty: 4994.897461
	Iteration 25Q: 3 clusters Score -2720600 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2720702.000000 Penalty: 4994.897461
	Iteration 26Q: 3 clusters Score -2720702 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2720797.000000 Penalty: 4994.897461
	Iteration 27Q: 3 clusters Score -2720797 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2720901.250000 Penalty: 4994.897461
	Iteration 28Q: 3 clusters Score -2720901 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2721002.750000 Penalty: 4994.897461
	Iteration 29Q: 3 clusters Score -2721003 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2721083.500000 Penalty: 4994.897461
	Iteration 30Q: 3 clusters Score -2721084 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2721149.500000 Penalty: 4994.897461
	Iteration 31Q: 3 clusters Score -2721150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2721236.500000 Penalty: 4994.897461
	Iteration 32Q: 3 clusters Score -2721236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2721287.250000 Penalty: 4994.897461
	Iteration 33Q: 3 clusters Score -2721287 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2721332.750000 Penalty: 4994.897461
	Iteration 34Q: 3 clusters Score -2721333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2721375.500000 Penalty: 4994.897461
	Iteration 35Q: 3 clusters Score -2721376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2721407.500000 Penalty: 4994.897461
	Iteration 36Q: 3 clusters Score -2721408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2721428.000000 Penalty: 4994.897461
	Iteration 37Q: 3 clusters Score -2721428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2721466.250000 Penalty: 4994.897461
	Iteration 38Q: 3 clusters Score -2721466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2721491.000000 Penalty: 4994.897461
	Iteration 39Q: 3 clusters Score -2721491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2721510.250000 Penalty: 4994.897461
	Iteration 40F: 3 clusters Score -2721510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2721531.250000 Penalty: 4994.897461
	Iteration 41Q: 3 clusters Score -2721531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2721556.750000 Penalty: 4994.897461
	Iteration 42Q: 3 clusters Score -2721557 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2721577.250000 Penalty: 4994.897461
	Iteration 43Q: 3 clusters Score -2721577 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2721611.250000 Penalty: 4994.897461
	Iteration 44Q: 3 clusters Score -2721611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2721627.750000 Penalty: 4994.897461
	Iteration 45Q: 3 clusters Score -2721628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2721651.000000 Penalty: 4994.897461
	Iteration 46Q: 3 clusters Score -2721651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2721674.250000 Penalty: 4994.897461
	Iteration 47Q: 3 clusters Score -2721674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2721693.500000 Penalty: 4994.897461
	Iteration 48Q: 3 clusters Score -2721694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2721710.250000 Penalty: 4994.897461
	Iteration 49Q: 3 clusters Score -2721710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2721741.000000 Penalty: 4994.897461
	Iteration 50Q: 3 clusters Score -2721741 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2721758.500000 Penalty: 4994.897461
	Iteration 51Q: 3 clusters Score -2721758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2721770.500000 Penalty: 4994.897461
	Iteration 52Q: 3 clusters Score -2721770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2721787.000000 Penalty: 4994.897461
	Iteration 53Q: 3 clusters Score -2721787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2721804.000000 Penalty: 4994.897461
	Iteration 54Q: 3 clusters Score -2721804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2721811.250000 Penalty: 4994.897461
	Iteration 55Q: 3 clusters Score -2721811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2721827.500000 Penalty: 4994.897461
	Iteration 56Q: 3 clusters Score -2721828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2721832.000000 Penalty: 4994.897461
	Iteration 57Q: 3 clusters Score -2721832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2721845.500000 Penalty: 4994.897461
	Iteration 58Q: 3 clusters Score -2721846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2721860.000000 Penalty: 4994.897461
	Iteration 59Q: 3 clusters Score -2721860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2721865.000000 Penalty: 4994.897461
	Iteration 60F: 3 clusters Score -2721865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2721873.750000 Penalty: 4994.897461
	Iteration 61Q: 3 clusters Score -2721874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2721883.250000 Penalty: 4994.897461
	Iteration 62Q: 3 clusters Score -2721883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2721890.750000 Penalty: 4994.897461
	Iteration 63Q: 3 clusters Score -2721891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2721895.500000 Penalty: 4994.897461
	Iteration 64Q: 3 clusters Score -2721896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2721905.000000 Penalty: 4994.897461
	Iteration 65Q: 3 clusters Score -2721905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2721898.000000 Penalty: 4994.897461
	Iteration 66Q: 3 clusters Score -2721898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2721917.000000 Penalty: 4994.897461
	Iteration 67Q: 3 clusters Score -2721917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2721916.000000 Penalty: 4994.897461
	Iteration 68Q: 3 clusters Score -2721916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2721920.500000 Penalty: 4994.897461
	Iteration 69Q: 3 clusters Score -2721920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2721930.250000 Penalty: 4994.897461
	Iteration 70Q: 3 clusters Score -2721930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2721936.750000 Penalty: 4994.897461
	Iteration 71Q: 3 clusters Score -2721937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2721935.250000 Penalty: 4994.897461
	Iteration 72Q: 3 clusters Score -2721935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2721941.000000 Penalty: 4994.897461
	Iteration 73Q: 3 clusters Score -2721941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2721949.000000 Penalty: 4994.897461
	Iteration 74Q: 3 clusters Score -2721949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2721963.000000 Penalty: 4994.897461
	Iteration 75Q: 3 clusters Score -2721963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2721969.500000 Penalty: 4994.897461
	Iteration 76Q: 3 clusters Score -2721970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2721979.000000 Penalty: 4994.897461
	Iteration 77Q: 3 clusters Score -2721979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2721978.500000 Penalty: 4994.897461
	Iteration 78Q: 3 clusters Score -2721978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2721985.500000 Penalty: 4994.897461
	Iteration 79Q: 3 clusters Score -2721986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2721997.750000 Penalty: 4994.897461
	Iteration 80F: 3 clusters Score -2721998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2721998.250000 Penalty: 4994.897461
	Iteration 81Q: 3 clusters Score -2721998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2722003.750000 Penalty: 4994.897461
	Iteration 82Q: 3 clusters Score -2722004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2722005.750000 Penalty: 4994.897461
	Iteration 83Q: 3 clusters Score -2722006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2722011.250000 Penalty: 4994.897461
	Iteration 84Q: 3 clusters Score -2722011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2722011.250000 Penalty: 4994.897461
	Iteration 85Q: 3 clusters Score -2722011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2722013.750000 Penalty: 4994.897461
	Iteration 86Q: 3 clusters Score -2722014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2722015.750000 Penalty: 4994.897461
	Iteration 87Q: 3 clusters Score -2722016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2722011.250000 Penalty: 4994.897461
	Iteration 88Q: 3 clusters Score -2722011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2722009.750000 Penalty: 4994.897461
	Iteration 89Q: 3 clusters Score -2722010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2722017.250000 Penalty: 4994.897461
	Iteration 90Q: 3 clusters Score -2722017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2722012.500000 Penalty: 4994.897461
	Iteration 91Q: 3 clusters Score -2722012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2722020.250000 Penalty: 4994.897461
	Iteration 92Q: 3 clusters Score -2722020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2722018.750000 Penalty: 4994.897461
	Iteration 93Q: 3 clusters Score -2722019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2722018.500000 Penalty: 4994.897461
	Iteration 94Q: 3 clusters Score -2722018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2722019.000000 Penalty: 4994.897461
	Iteration 95Q: 3 clusters Score -2722019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2722016.750000 Penalty: 4994.897461
	Iteration 96Q: 3 clusters Score -2722017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2722018.250000 Penalty: 4994.897461
	Iteration 97Q: 3 clusters Score -2722018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2722020.250000 Penalty: 4994.897461
	Iteration 98Q: 3 clusters Score -2722020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2722017.000000 Penalty: 4994.897461
	Iteration 99Q: 3 clusters Score -2722017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2722016.250000 Penalty: 4994.897461
	Iteration 100F: 3 clusters Score -2722016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2722015.250000 Penalty: 4994.897461
	Iteration 101Q: 3 clusters Score -2722015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2722016.500000 Penalty: 4994.897461
	Iteration 102Q: 3 clusters Score -2722016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2722019.000000 Penalty: 4994.897461
	Iteration 103Q: 3 clusters Score -2722019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2722026.000000 Penalty: 4994.897461
	Iteration 104Q: 3 clusters Score -2722026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2722029.500000 Penalty: 4994.897461
	Iteration 105Q: 3 clusters Score -2722030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2722034.000000 Penalty: 4994.897461
	Iteration 106Q: 3 clusters Score -2722034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2722034.250000 Penalty: 4994.897461
	Iteration 107Q: 3 clusters Score -2722034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2722035.750000 Penalty: 4994.897461
	Iteration 108Q: 3 clusters Score -2722036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2722042.500000 Penalty: 4994.897461
	Iteration 109Q: 3 clusters Score -2722042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2722048.750000 Penalty: 4994.897461
	Iteration 110Q: 3 clusters Score -2722049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2722053.750000 Penalty: 4994.897461
	Iteration 111Q: 3 clusters Score -2722054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2722054.750000 Penalty: 4994.897461
	Iteration 112Q: 3 clusters Score -2722055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2722060.250000 Penalty: 4994.897461
	Iteration 113Q: 3 clusters Score -2722060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2722067.250000 Penalty: 4994.897461
	Iteration 114Q: 3 clusters Score -2722067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2722074.500000 Penalty: 4994.897461
	Iteration 115Q: 3 clusters Score -2722074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2722075.500000 Penalty: 4994.897461
	Iteration 116Q: 3 clusters Score -2722076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2722078.750000 Penalty: 4994.897461
	Iteration 117Q: 3 clusters Score -2722079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2722080.000000 Penalty: 4994.897461
	Iteration 118Q: 3 clusters Score -2722080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2722086.250000 Penalty: 4994.897461
	Iteration 119Q: 3 clusters Score -2722086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2722088.000000 Penalty: 4994.897461
	Iteration 120F: 3 clusters Score -2722088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2722086.250000 Penalty: 4994.897461
	Iteration 121Q: 3 clusters Score -2722086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2722085.500000 Penalty: 4994.897461
	Iteration 122Q: 3 clusters Score -2722086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2722089.750000 Penalty: 4994.897461
	Iteration 123Q: 3 clusters Score -2722090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2722093.250000 Penalty: 4994.897461
	Iteration 124Q: 3 clusters Score -2722093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2722099.750000 Penalty: 4994.897461
	Iteration 125Q: 3 clusters Score -2722100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2722101.000000 Penalty: 4994.897461
	Iteration 126Q: 3 clusters Score -2722101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2722103.500000 Penalty: 4994.897461
	Iteration 127Q: 3 clusters Score -2722104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2722098.500000 Penalty: 4994.897461
	Iteration 128Q: 3 clusters Score -2722098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2722100.500000 Penalty: 4994.897461
	Iteration 129Q: 3 clusters Score -2722100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2722106.500000 Penalty: 4994.897461
	Iteration 130Q: 3 clusters Score -2722106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2722105.000000 Penalty: 4994.897461
	Iteration 131Q: 3 clusters Score -2722105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2722104.000000 Penalty: 4994.897461
	Iteration 132Q: 3 clusters Score -2722104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2722106.500000 Penalty: 4994.897461
	Iteration 133Q: 3 clusters Score -2722106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2722108.750000 Penalty: 4994.897461
	Iteration 134Q: 3 clusters Score -2722109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2722108.750000 Penalty: 4994.897461
	Iteration 135Q: 3 clusters Score -2722109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2722107.000000 Penalty: 4994.897461
	Iteration 136Q: 3 clusters Score -2722107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2722113.000000 Penalty: 4994.897461
	Iteration 137Q: 3 clusters Score -2722113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2722120.500000 Penalty: 4994.897461
	Iteration 138Q: 3 clusters Score -2722120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2722121.000000 Penalty: 4994.897461
	Iteration 139Q: 3 clusters Score -2722121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2722132.250000 Penalty: 4994.897461
	Iteration 140F: 3 clusters Score -2722132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2722131.500000 Penalty: 4994.897461
	Iteration 141Q: 3 clusters Score -2722132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2722140.500000 Penalty: 4994.897461
	Iteration 142Q: 3 clusters Score -2722140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2722134.500000 Penalty: 4994.897461
	Iteration 143Q: 3 clusters Score -2722134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2722140.250000 Penalty: 4994.897461
	Iteration 144Q: 3 clusters Score -2722140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2722139.750000 Penalty: 4994.897461
	Iteration 145Q: 3 clusters Score -2722140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2722141.250000 Penalty: 4994.897461
	Iteration 146Q: 3 clusters Score -2722141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2722141.250000 Penalty: 4994.897461
	Iteration 147F: 3 clusters Score -2722141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Entering Unmasked Estep 
Score: -4725302.000000 Penalty: 2638.025635
	Iteration 0F: 2 clusters Score -4725302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4697260.000000 Penalty: 5276.051270
	Iteration 0F: 3 clusters Score -4697260 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4707845.000000 Penalty: 5276.051270
	Iteration 1F: 3 clusters Score -4707845 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4708727.500000 Penalty: 5276.051270
	Iteration 2Q: 3 clusters Score -4708728 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4709918.000000 Penalty: 5276.051270
	Iteration 3F: 3 clusters Score -4709918 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4711479.000000 Penalty: 5276.051270
	Iteration 4F: 3 clusters Score -4711479 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4713233.500000 Penalty: 5276.051270
	Iteration 5F: 3 clusters Score -4713234 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -4714871.500000 Penalty: 5276.051270
	Iteration 6F: 3 clusters Score -4714872 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4716098.000000 Penalty: 5276.051270
	Iteration 7F: 3 clusters Score -4716098 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -4716951.500000 Penalty: 5276.051270
	Iteration 8Q: 3 clusters Score -4716952 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4717530.000000 Penalty: 5276.051270
	Iteration 9Q: 3 clusters Score -4717530 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4717940.500000 Penalty: 5276.051270
	Iteration 10Q: 3 clusters Score -4717940 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4718174.500000 Penalty: 5276.051270
	Iteration 11Q: 3 clusters Score -4718174 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -4718386.500000 Penalty: 5276.051270
	Iteration 12Q: 3 clusters Score -4718386 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4718528.500000 Penalty: 5276.051270
	Iteration 13Q: 3 clusters Score -4718528 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -4718689.500000 Penalty: 5276.051270
	Iteration 14Q: 3 clusters Score -4718690 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4718783.000000 Penalty: 5276.051270
	Iteration 15Q: 3 clusters Score -4718783 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4718862.000000 Penalty: 5276.051270
	Iteration 16Q: 3 clusters Score -4718862 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4718923.000000 Penalty: 5276.051270
	Iteration 17Q: 3 clusters Score -4718923 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4718967.500000 Penalty: 5276.051270
	Iteration 18Q: 3 clusters Score -4718968 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4719011.500000 Penalty: 5276.051270
	Iteration 19Q: 3 clusters Score -4719012 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -4719075.000000 Penalty: 5276.051270
	Iteration 20F: 3 clusters Score -4719075 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4719120.000000 Penalty: 5276.051270
	Iteration 21Q: 3 clusters Score -4719120 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4719166.500000 Penalty: 5276.051270
	Iteration 22Q: 3 clusters Score -4719166 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4719222.000000 Penalty: 5276.051270
	Iteration 23Q: 3 clusters Score -4719222 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4719264.000000 Penalty: 5276.051270
	Iteration 24Q: 3 clusters Score -4719264 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4719314.500000 Penalty: 5276.051270
	Iteration 25Q: 3 clusters Score -4719314 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4719361.500000 Penalty: 5276.051270
	Iteration 26Q: 3 clusters Score -4719362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4719434.000000 Penalty: 5276.051270
	Iteration 27Q: 3 clusters Score -4719434 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4719522.500000 Penalty: 5276.051270
	Iteration 28Q: 3 clusters Score -4719522 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4719609.500000 Penalty: 5276.051270
	Iteration 29Q: 3 clusters Score -4719610 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4719721.500000 Penalty: 5276.051270
	Iteration 30Q: 3 clusters Score -4719722 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4719867.500000 Penalty: 5276.051270
	Iteration 31Q: 3 clusters Score -4719868 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4720063.000000 Penalty: 5276.051270
	Iteration 32Q: 3 clusters Score -4720063 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4720271.000000 Penalty: 5276.051270
	Iteration 33Q: 3 clusters Score -4720271 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4720568.500000 Penalty: 5276.051270
	Iteration 34Q: 3 clusters Score -4720568 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4720840.000000 Penalty: 5276.051270
	Iteration 35Q: 3 clusters Score -4720840 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4721182.000000 Penalty: 5276.051270
	Iteration 36Q: 3 clusters Score -4721182 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4721507.000000 Penalty: 5276.051270
	Iteration 37Q: 3 clusters Score -4721507 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4721888.000000 Penalty: 5276.051270
	Iteration 38Q: 3 clusters Score -4721888 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4722224.500000 Penalty: 5276.051270
	Iteration 39Q: 3 clusters Score -4722224 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4722534.000000 Penalty: 5276.051270
	Iteration 40F: 3 clusters Score -4722534 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4722832.000000 Penalty: 5276.051270
	Iteration 41Q: 3 clusters Score -4722832 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -4723110.500000 Penalty: 5276.051270
	Iteration 42Q: 3 clusters Score -4723110 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4723338.000000 Penalty: 5276.051270
	Iteration 43Q: 3 clusters Score -4723338 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4723544.000000 Penalty: 5276.051270
	Iteration 44Q: 3 clusters Score -4723544 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4723713.500000 Penalty: 5276.051270
	Iteration 45Q: 3 clusters Score -4723714 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4723839.500000 Penalty: 5276.051270
	Iteration 46Q: 3 clusters Score -4723840 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4723938.500000 Penalty: 5276.051270
	Iteration 47Q: 3 clusters Score -4723938 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4723991.500000 Penalty: 5276.051270
	Iteration 48Q: 3 clusters Score -4723992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4724030.000000 Penalty: 5276.051270
	Iteration 49Q: 3 clusters Score -4724030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4724079.000000 Penalty: 5276.051270
	Iteration 50Q: 3 clusters Score -4724079 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -4724113.500000 Penalty: 5276.051270
	Iteration 51Q: 3 clusters Score -4724114 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4724141.500000 Penalty: 5276.051270
	Iteration 52Q: 3 clusters Score -4724142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4724179.500000 Penalty: 5276.051270
	Iteration 53Q: 3 clusters Score -4724180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4724169.500000 Penalty: 5276.051270
	Iteration 54Q: 3 clusters Score -4724170 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4724181.000000 Penalty: 5276.051270
	Iteration 55Q: 3 clusters Score -4724181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4724181.500000 Penalty: 5276.051270
	Iteration 56Q: 3 clusters Score -4724182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4724189.000000 Penalty: 5276.051270
	Iteration 57Q: 3 clusters Score -4724189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4724200.000000 Penalty: 5276.051270
	Iteration 58Q: 3 clusters Score -4724200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -4724204.500000 Penalty: 5276.051270
	Iteration 59Q: 3 clusters Score -4724204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4724223.000000 Penalty: 5276.051270
	Iteration 60F: 3 clusters Score -4724223 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4724242.000000 Penalty: 5276.051270
	Iteration 61Q: 3 clusters Score -4724242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -4724251.000000 Penalty: 5276.051270
	Iteration 62Q: 3 clusters Score -4724251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4724253.000000 Penalty: 5276.051270
	Iteration 63Q: 3 clusters Score -4724253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4724265.000000 Penalty: 5276.051270
	Iteration 64Q: 3 clusters Score -4724265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4724271.500000 Penalty: 5276.051270
	Iteration 65Q: 3 clusters Score -4724272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4724275.500000 Penalty: 5276.051270
	Iteration 66Q: 3 clusters Score -4724276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4724271.000000 Penalty: 5276.051270
	Iteration 67Q: 3 clusters Score -4724271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4724275.500000 Penalty: 5276.051270
	Iteration 68Q: 3 clusters Score -4724276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4724271.500000 Penalty: 5276.051270
	Iteration 69Q: 3 clusters Score -4724272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4724265.000000 Penalty: 5276.051270
	Iteration 70Q: 3 clusters Score -4724265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4724260.000000 Penalty: 5276.051270
	Iteration 71Q: 3 clusters Score -4724260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4724264.000000 Penalty: 5276.051270
	Iteration 72Q: 3 clusters Score -4724264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4724264.000000 Penalty: 5276.051270
	Iteration 73Q: 3 clusters Score -4724264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4724267.500000 Penalty: 5276.051270
	Iteration 74Q: 3 clusters Score -4724268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4724267.000000 Penalty: 5276.051270
	Iteration 75Q: 3 clusters Score -4724267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4724269.000000 Penalty: 5276.051270
	Iteration 76Q: 3 clusters Score -4724269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4724256.000000 Penalty: 5276.051270
	Iteration 77Q: 3 clusters Score -4724256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4724260.500000 Penalty: 5276.051270
	Iteration 78Q: 3 clusters Score -4724260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4724258.500000 Penalty: 5276.051270
	Iteration 79Q: 3 clusters Score -4724258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4724263.500000 Penalty: 5276.051270
	Iteration 80F: 3 clusters Score -4724264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -4724269.000000 Penalty: 5276.051270
	Iteration 81Q: 3 clusters Score -4724269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4724260.000000 Penalty: 5276.051270
	Iteration 82Q: 3 clusters Score -4724260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4724262.000000 Penalty: 5276.051270
	Iteration 83Q: 3 clusters Score -4724262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -4724267.000000 Penalty: 5276.051270
	Iteration 84Q: 3 clusters Score -4724267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4724264.500000 Penalty: 5276.051270
	Iteration 85Q: 3 clusters Score -4724264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4724262.000000 Penalty: 5276.051270
	Iteration 86Q: 3 clusters Score -4724262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -4724264.000000 Penalty: 5276.051270
	Iteration 87Q: 3 clusters Score -4724264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4724277.000000 Penalty: 5276.051270
	Iteration 88Q: 3 clusters Score -4724277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4724271.500000 Penalty: 5276.051270
	Iteration 89Q: 3 clusters Score -4724272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -4724265.000000 Penalty: 5276.051270
	Iteration 90Q: 3 clusters Score -4724265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -4724265.000000 Penalty: 5276.051270
	Iteration 91Q: 3 clusters Score -4724265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4724257.000000 Penalty: 5276.051270
	Iteration 92Q: 3 clusters Score -4724257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -4724267.500000 Penalty: 5276.051270
	Iteration 93Q: 3 clusters Score -4724268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4724262.500000 Penalty: 5276.051270
	Iteration 94Q: 3 clusters Score -4724262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -4724265.500000 Penalty: 5276.051270
	Iteration 95Q: 3 clusters Score -4724266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4724268.000000 Penalty: 5276.051270
	Iteration 96Q: 3 clusters Score -4724268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -4724273.500000 Penalty: 5276.051270
	Iteration 97Q: 3 clusters Score -4724274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -4724273.500000 Penalty: 5276.051270
	Iteration 98F: 3 clusters Score -4724274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54171.859375 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54171.86 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54637.777344 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54637.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54717.148438 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54717.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54770.425781 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -54770.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54789.582031 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -54789.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54807.367188 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54807.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54821.250000 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -54821.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54843.386719 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -54843.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54854.437500 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -54854.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54866.808594 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -54866.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54893.675781 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -54893.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54926.468750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -54926.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54965.152344 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -54965.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55024.726562 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -55024.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55083.589844 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -55083.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55137.847656 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -55137.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55178.593750 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -55178.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55200.863281 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -55200.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55229.660156 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -55229.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55258.648438 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -55258.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55272.859375 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -55272.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55281.347656 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -55281.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55284.710938 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -55284.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55284.710938 Penalty: 3180.261963
	Iteration 23F: 3 clusters Score -55284.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -156013.187500 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -156013.2 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 754 members 
Entering Unmasked Estep 
Score: -153714.734375 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -153714.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -154129.890625 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -154129.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -154261.515625 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -154261.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -154335.578125 Penalty: 3644.580078
	Iteration 3Q: 3 clusters Score -154335.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154393.984375 Penalty: 3644.580078
	Iteration 4Q: 3 clusters Score -154394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -154459.578125 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -154459.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -154515.484375 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -154515.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -154562.140625 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -154562.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154610.062500 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -154610.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -154660.359375 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -154660.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -154703.156250 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -154703.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -154743.531250 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -154743.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -154776.812500 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -154776.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154803.296875 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -154803.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154825.828125 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -154825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -154832.906250 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -154832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -154842.031250 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -154842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -154851.703125 Penalty: 3644.580078
	Iteration 17Q: 3 clusters Score -154851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -154858.750000 Penalty: 3644.580078
	Iteration 18Q: 3 clusters Score -154858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -154864.906250 Penalty: 3644.580078
	Iteration 19Q: 3 clusters Score -154864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154872.000000 Penalty: 3644.580078
	Iteration 20F: 3 clusters Score -154872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154879.000000 Penalty: 3644.580078
	Iteration 21Q: 3 clusters Score -154879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -154880.593750 Penalty: 3644.580078
	Iteration 22Q: 3 clusters Score -154880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -154881.859375 Penalty: 3644.580078
	Iteration 23Q: 3 clusters Score -154881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -154881.859375 Penalty: 3644.580078
	Iteration 24F: 3 clusters Score -154881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Entering Unmasked Estep 
Score: -11768077.000000 Penalty: 2864.509766
	Iteration 0F: 2 clusters Score -1.176808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -11698584.000000 Penalty: 5729.019531
	Iteration 0F: 3 clusters Score -1.169858e+07 nChanged 49306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -11726774.000000 Penalty: 5729.019531
	Iteration 1F: 3 clusters Score -1.172677e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -11727558.000000 Penalty: 5729.019531
	Iteration 2Q: 3 clusters Score -1.172756e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -11728291.000000 Penalty: 5729.019531
	Iteration 3Q: 3 clusters Score -1.172829e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -11729241.000000 Penalty: 5729.019531
	Iteration 4Q: 3 clusters Score -1.172924e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -11730460.000000 Penalty: 5729.019531
	Iteration 5Q: 3 clusters Score -1.173046e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -11732289.000000 Penalty: 5729.019531
	Iteration 6Q: 3 clusters Score -1.173229e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -11735280.000000 Penalty: 5729.019531
	Iteration 7F: 3 clusters Score -1.173528e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -11740232.000000 Penalty: 5729.019531
	Iteration 8F: 3 clusters Score -1.174023e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -11747128.000000 Penalty: 5729.019531
	Iteration 9F: 3 clusters Score -1.174713e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -11754493.000000 Penalty: 5729.019531
	Iteration 10F: 3 clusters Score -1.175449e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -11760288.000000 Penalty: 5729.019531
	Iteration 11F: 3 clusters Score -1.176029e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -11763493.000000 Penalty: 5729.019531
	Iteration 12Q: 3 clusters Score -1.176349e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -11764747.000000 Penalty: 5729.019531
	Iteration 13Q: 3 clusters Score -1.176475e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -11765225.000000 Penalty: 5729.019531
	Iteration 14Q: 3 clusters Score -1.176522e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -11765377.000000 Penalty: 5729.019531
	Iteration 15Q: 3 clusters Score -1.176538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -11765475.000000 Penalty: 5729.019531
	Iteration 16Q: 3 clusters Score -1.176548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -11765520.000000 Penalty: 5729.019531
	Iteration 17Q: 3 clusters Score -1.176552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -11765554.000000 Penalty: 5729.019531
	Iteration 18Q: 3 clusters Score -1.176555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -11765560.000000 Penalty: 5729.019531
	Iteration 19Q: 3 clusters Score -1.176556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -11765581.000000 Penalty: 5729.019531
	Iteration 20F: 3 clusters Score -1.176558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -11765589.000000 Penalty: 5729.019531
	Iteration 21Q: 3 clusters Score -1.176559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -11765588.000000 Penalty: 5729.019531
	Iteration 22Q: 3 clusters Score -1.176559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -11765592.000000 Penalty: 5729.019531
	Iteration 23Q: 3 clusters Score -1.176559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -11765592.000000 Penalty: 5729.019531
	Iteration 24F: 3 clusters Score -1.176559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Entering Unmasked Estep 
Score: -5403164.500000 Penalty: 2670.291748
	Iteration 0F: 2 clusters Score -5403164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5371145.000000 Penalty: 5340.583496
	Iteration 0F: 3 clusters Score -5371145 nChanged 21846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -5383214.500000 Penalty: 5340.583496
	Iteration 1F: 3 clusters Score -5383214 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -5383863.500000 Penalty: 5340.583496
	Iteration 2Q: 3 clusters Score -5383864 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5384593.500000 Penalty: 5340.583496
	Iteration 3Q: 3 clusters Score -5384594 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -5385668.000000 Penalty: 5340.583496
	Iteration 4Q: 3 clusters Score -5385668 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -5387267.500000 Penalty: 5340.583496
	Iteration 5F: 3 clusters Score -5387268 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -5389756.500000 Penalty: 5340.583496
	Iteration 6F: 3 clusters Score -5389756 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -5393073.500000 Penalty: 5340.583496
	Iteration 7F: 3 clusters Score -5393074 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5396312.500000 Penalty: 5340.583496
	Iteration 8F: 3 clusters Score -5396312 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -5398549.500000 Penalty: 5340.583496
	Iteration 9Q: 3 clusters Score -5398550 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5399745.500000 Penalty: 5340.583496
	Iteration 10Q: 3 clusters Score -5399746 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5400244.500000 Penalty: 5340.583496
	Iteration 11Q: 3 clusters Score -5400244 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5400491.000000 Penalty: 5340.583496
	Iteration 12Q: 3 clusters Score -5400491 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5400681.000000 Penalty: 5340.583496
	Iteration 13Q: 3 clusters Score -5400681 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -5400826.500000 Penalty: 5340.583496
	Iteration 14Q: 3 clusters Score -5400826 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5400945.500000 Penalty: 5340.583496
	Iteration 15Q: 3 clusters Score -5400946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -5401047.500000 Penalty: 5340.583496
	Iteration 16Q: 3 clusters Score -5401048 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5401143.500000 Penalty: 5340.583496
	Iteration 17Q: 3 clusters Score -5401144 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5401234.500000 Penalty: 5340.583496
	Iteration 18Q: 3 clusters Score -5401234 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -5401304.000000 Penalty: 5340.583496
	Iteration 19Q: 3 clusters Score -5401304 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -5401349.500000 Penalty: 5340.583496
	Iteration 20F: 3 clusters Score -5401350 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5401402.500000 Penalty: 5340.583496
	Iteration 21Q: 3 clusters Score -5401402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5401423.500000 Penalty: 5340.583496
	Iteration 22Q: 3 clusters Score -5401424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -5401428.500000 Penalty: 5340.583496
	Iteration 23Q: 3 clusters Score -5401428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -5401436.500000 Penalty: 5340.583496
	Iteration 24Q: 3 clusters Score -5401436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5401446.500000 Penalty: 5340.583496
	Iteration 25Q: 3 clusters Score -5401446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -5401455.000000 Penalty: 5340.583496
	Iteration 26Q: 3 clusters Score -5401455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5401464.500000 Penalty: 5340.583496
	Iteration 27Q: 3 clusters Score -5401464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5401476.000000 Penalty: 5340.583496
	Iteration 28Q: 3 clusters Score -5401476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -5401485.000000 Penalty: 5340.583496
	Iteration 29Q: 3 clusters Score -5401485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -5401498.000000 Penalty: 5340.583496
	Iteration 30Q: 3 clusters Score -5401498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -5401503.000000 Penalty: 5340.583496
	Iteration 31Q: 3 clusters Score -5401503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -5401506.500000 Penalty: 5340.583496
	Iteration 32Q: 3 clusters Score -5401506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5401513.500000 Penalty: 5340.583496
	Iteration 33Q: 3 clusters Score -5401514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5401514.500000 Penalty: 5340.583496
	Iteration 34Q: 3 clusters Score -5401514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5401515.000000 Penalty: 5340.583496
	Iteration 35Q: 3 clusters Score -5401515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5401514.000000 Penalty: 5340.583496
	Iteration 36Q: 3 clusters Score -5401514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5401513.000000 Penalty: 5340.583496
	Iteration 37Q: 3 clusters Score -5401513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5401508.000000 Penalty: 5340.583496
	Iteration 38Q: 3 clusters Score -5401508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -5401510.500000 Penalty: 5340.583496
	Iteration 39Q: 3 clusters Score -5401510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -5401503.500000 Penalty: 5340.583496
	Iteration 40F: 3 clusters Score -5401504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5401513.500000 Penalty: 5340.583496
	Iteration 41Q: 3 clusters Score -5401514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5401508.500000 Penalty: 5340.583496
	Iteration 42Q: 3 clusters Score -5401508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5401513.500000 Penalty: 5340.583496
	Iteration 43Q: 3 clusters Score -5401514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5401513.500000 Penalty: 5340.583496
	Iteration 44F: 3 clusters Score -5401514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -144740.593750 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -144740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142558.656250 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -142558.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142952.796875 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -142952.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -143053.796875 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -143053.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -143104.015625 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -143104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143129.078125 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -143129.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143143.000000 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -143143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143151.375000 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -143151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143161.296875 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -143161.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143168.015625 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -143168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143170.703125 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -143170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143181.359375 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -143181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143190.328125 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -143190.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -143194.843750 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -143194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143202.375000 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -143202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143210.234375 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -143210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143219.921875 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -143219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143227.437500 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -143227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -143232.015625 Penalty: 3593.136719
	Iteration 17Q: 3 clusters Score -143232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143233.359375 Penalty: 3593.136719
	Iteration 18Q: 3 clusters Score -143233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143234.812500 Penalty: 3593.136719
	Iteration 19Q: 3 clusters Score -143234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143237.609375 Penalty: 3593.136719
	Iteration 20F: 3 clusters Score -143237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143238.062500 Penalty: 3593.136719
	Iteration 21Q: 3 clusters Score -143238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143238.062500 Penalty: 3593.136719
	Iteration 22F: 3 clusters Score -143238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128429.093750 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128429.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128746.179688 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128746.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128856.125000 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128856.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128909.382812 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128909.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128943.523438 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -128943.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128969.835938 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -128969.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -128988.859375 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -128988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129002.546875 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129002.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -129014.515625 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129022.843750 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129025.937500 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -129028.726562 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129033.515625 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -129039.523438 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -129045.382812 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -129051.867188 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -129056.359375 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -129065.968750 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -129078.359375 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -129078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -129080.273438 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -129080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -129080.703125 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -129080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -129082.585938 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -129082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -129082.585938 Penalty: 3507.500244
	Iteration 22F: 3 clusters Score -129082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Entering Unmasked Estep 
Score: -2838207.250000 Penalty: 2516.626709
	Iteration 0F: 2 clusters Score -2838207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2820674.250000 Penalty: 5033.253418
	Iteration 0F: 3 clusters Score -2820674 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2826587.500000 Penalty: 5033.253418
	Iteration 1F: 3 clusters Score -2826588 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2827109.500000 Penalty: 5033.253418
	Iteration 2F: 3 clusters Score -2827110 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2827627.750000 Penalty: 5033.253418
	Iteration 3Q: 3 clusters Score -2827628 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2828113.000000 Penalty: 5033.253418
	Iteration 4Q: 3 clusters Score -2828113 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2828629.250000 Penalty: 5033.253418
	Iteration 5Q: 3 clusters Score -2828629 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2829201.000000 Penalty: 5033.253418
	Iteration 6Q: 3 clusters Score -2829201 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2829938.500000 Penalty: 5033.253418
	Iteration 7F: 3 clusters Score -2829938 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2830869.000000 Penalty: 5033.253418
	Iteration 8F: 3 clusters Score -2830869 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2832118.750000 Penalty: 5033.253418
	Iteration 9F: 3 clusters Score -2832119 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2833472.250000 Penalty: 5033.253418
	Iteration 10F: 3 clusters Score -2833472 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2834632.000000 Penalty: 5033.253418
	Iteration 11F: 3 clusters Score -2834632 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2835507.500000 Penalty: 5033.253418
	Iteration 12Q: 3 clusters Score -2835508 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2836113.250000 Penalty: 5033.253418
	Iteration 13Q: 3 clusters Score -2836113 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2836422.000000 Penalty: 5033.253418
	Iteration 14Q: 3 clusters Score -2836422 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2836575.500000 Penalty: 5033.253418
	Iteration 15Q: 3 clusters Score -2836576 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2836667.250000 Penalty: 5033.253418
	Iteration 16Q: 3 clusters Score -2836667 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2836732.750000 Penalty: 5033.253418
	Iteration 17Q: 3 clusters Score -2836733 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2836773.750000 Penalty: 5033.253418
	Iteration 18Q: 3 clusters Score -2836774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2836819.000000 Penalty: 5033.253418
	Iteration 19Q: 3 clusters Score -2836819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2836849.500000 Penalty: 5033.253418
	Iteration 20F: 3 clusters Score -2836850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2836865.750000 Penalty: 5033.253418
	Iteration 21Q: 3 clusters Score -2836866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2836884.250000 Penalty: 5033.253418
	Iteration 22Q: 3 clusters Score -2836884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2836886.250000 Penalty: 5033.253418
	Iteration 23Q: 3 clusters Score -2836886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2836898.250000 Penalty: 5033.253418
	Iteration 24Q: 3 clusters Score -2836898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2836898.250000 Penalty: 5033.253418
	Iteration 25Q: 3 clusters Score -2836898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2836906.500000 Penalty: 5033.253418
	Iteration 26Q: 3 clusters Score -2836906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2836909.750000 Penalty: 5033.253418
	Iteration 27Q: 3 clusters Score -2836910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2836908.250000 Penalty: 5033.253418
	Iteration 28Q: 3 clusters Score -2836908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2836913.500000 Penalty: 5033.253418
	Iteration 29Q: 3 clusters Score -2836914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2836916.750000 Penalty: 5033.253418
	Iteration 30Q: 3 clusters Score -2836917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2836923.250000 Penalty: 5033.253418
	Iteration 31Q: 3 clusters Score -2836923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2836923.250000 Penalty: 5033.253418
	Iteration 32Q: 3 clusters Score -2836923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2836926.750000 Penalty: 5033.253418
	Iteration 33Q: 3 clusters Score -2836927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2836925.000000 Penalty: 5033.253418
	Iteration 34Q: 3 clusters Score -2836925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2836923.000000 Penalty: 5033.253418
	Iteration 35Q: 3 clusters Score -2836923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2836929.750000 Penalty: 5033.253418
	Iteration 36Q: 3 clusters Score -2836930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2836934.250000 Penalty: 5033.253418
	Iteration 37Q: 3 clusters Score -2836934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2836934.750000 Penalty: 5033.253418
	Iteration 38Q: 3 clusters Score -2836935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2836934.500000 Penalty: 5033.253418
	Iteration 39Q: 3 clusters Score -2836934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2836935.000000 Penalty: 5033.253418
	Iteration 40F: 3 clusters Score -2836935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2836936.250000 Penalty: 5033.253418
	Iteration 41Q: 3 clusters Score -2836936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2836937.750000 Penalty: 5033.253418
	Iteration 42Q: 3 clusters Score -2836938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2836934.250000 Penalty: 5033.253418
	Iteration 43Q: 3 clusters Score -2836934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2836937.250000 Penalty: 5033.253418
	Iteration 44Q: 3 clusters Score -2836937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2836937.250000 Penalty: 5033.253418
	Iteration 45F: 3 clusters Score -2836937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -431818.625000 Penalty: 2073.529785
	Iteration 0F: 2 clusters Score -431818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -427801.093750 Penalty: 4147.059570
	Iteration 0F: 3 clusters Score -427801.1 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -429033.875000 Penalty: 4147.059570
	Iteration 1F: 3 clusters Score -429033.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -429770.343750 Penalty: 4147.059570
	Iteration 2F: 3 clusters Score -429770.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -430351.500000 Penalty: 4147.059570
	Iteration 3F: 3 clusters Score -430351.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -430682.875000 Penalty: 4147.059570
	Iteration 4F: 3 clusters Score -430682.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -430846.156250 Penalty: 4147.059570
	Iteration 5Q: 3 clusters Score -430846.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -430932.406250 Penalty: 4147.059570
	Iteration 6Q: 3 clusters Score -430932.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -430982.593750 Penalty: 4147.059570
	Iteration 7Q: 3 clusters Score -430982.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -431017.375000 Penalty: 4147.059570
	Iteration 8Q: 3 clusters Score -431017.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -431047.718750 Penalty: 4147.059570
	Iteration 9Q: 3 clusters Score -431047.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -431078.312500 Penalty: 4147.059570
	Iteration 10Q: 3 clusters Score -431078.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -431105.343750 Penalty: 4147.059570
	Iteration 11Q: 3 clusters Score -431105.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -431122.781250 Penalty: 4147.059570
	Iteration 12Q: 3 clusters Score -431122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -431136.312500 Penalty: 4147.059570
	Iteration 13Q: 3 clusters Score -431136.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -431148.031250 Penalty: 4147.059570
	Iteration 14Q: 3 clusters Score -431148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -431153.656250 Penalty: 4147.059570
	Iteration 15Q: 3 clusters Score -431153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -431157.375000 Penalty: 4147.059570
	Iteration 16Q: 3 clusters Score -431157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -431160.750000 Penalty: 4147.059570
	Iteration 17Q: 3 clusters Score -431160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -431162.875000 Penalty: 4147.059570
	Iteration 18Q: 3 clusters Score -431162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -431163.500000 Penalty: 4147.059570
	Iteration 19Q: 3 clusters Score -431163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -431164.250000 Penalty: 4147.059570
	Iteration 20F: 3 clusters Score -431164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -431165.187500 Penalty: 4147.059570
	Iteration 21Q: 3 clusters Score -431165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -431166.843750 Penalty: 4147.059570
	Iteration 22Q: 3 clusters Score -431166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -431166.531250 Penalty: 4147.059570
	Iteration 23Q: 3 clusters Score -431166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -431168.500000 Penalty: 4147.059570
	Iteration 24Q: 3 clusters Score -431168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -431170.375000 Penalty: 4147.059570
	Iteration 25Q: 3 clusters Score -431170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -431173.812500 Penalty: 4147.059570
	Iteration 26Q: 3 clusters Score -431173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -431177.875000 Penalty: 4147.059570
	Iteration 27Q: 3 clusters Score -431177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -431178.843750 Penalty: 4147.059570
	Iteration 28Q: 3 clusters Score -431178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -431180.218750 Penalty: 4147.059570
	Iteration 29Q: 3 clusters Score -431180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -431180.343750 Penalty: 4147.059570
	Iteration 30Q: 3 clusters Score -431180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -431180.343750 Penalty: 4147.059570
	Iteration 31F: 3 clusters Score -431180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Entering Unmasked Estep 
Score: -2462389.000000 Penalty: 2474.208008
	Iteration 0F: 2 clusters Score -2462389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2447394.250000 Penalty: 4948.416016
	Iteration 0F: 3 clusters Score -2447394 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2452440.750000 Penalty: 4948.416016
	Iteration 1F: 3 clusters Score -2452441 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2452812.000000 Penalty: 4948.416016
	Iteration 2F: 3 clusters Score -2452812 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2453140.000000 Penalty: 4948.416016
	Iteration 3Q: 3 clusters Score -2453140 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2453482.250000 Penalty: 4948.416016
	Iteration 4Q: 3 clusters Score -2453482 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2453871.250000 Penalty: 4948.416016
	Iteration 5Q: 3 clusters Score -2453871 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2454400.250000 Penalty: 4948.416016
	Iteration 6Q: 3 clusters Score -2454400 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2455146.000000 Penalty: 4948.416016
	Iteration 7Q: 3 clusters Score -2455146 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2456124.750000 Penalty: 4948.416016
	Iteration 8F: 3 clusters Score -2456125 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2457490.750000 Penalty: 4948.416016
	Iteration 9F: 3 clusters Score -2457491 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2459033.000000 Penalty: 4948.416016
	Iteration 10F: 3 clusters Score -2459033 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2460411.750000 Penalty: 4948.416016
	Iteration 11F: 3 clusters Score -2460412 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2461333.750000 Penalty: 4948.416016
	Iteration 12F: 3 clusters Score -2461334 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2461844.500000 Penalty: 4948.416016
	Iteration 13Q: 3 clusters Score -2461844 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2462041.500000 Penalty: 4948.416016
	Iteration 14Q: 3 clusters Score -2462042 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2462147.250000 Penalty: 4948.416016
	Iteration 15Q: 3 clusters Score -2462147 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2462213.750000 Penalty: 4948.416016
	Iteration 16Q: 3 clusters Score -2462214 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2462270.250000 Penalty: 4948.416016
	Iteration 17Q: 3 clusters Score -2462270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2462300.500000 Penalty: 4948.416016
	Iteration 18Q: 3 clusters Score -2462300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2462335.750000 Penalty: 4948.416016
	Iteration 19Q: 3 clusters Score -2462336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2462355.250000 Penalty: 4948.416016
	Iteration 20F: 3 clusters Score -2462355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2462379.500000 Penalty: 4948.416016
	Iteration 21Q: 3 clusters Score -2462380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2462397.500000 Penalty: 4948.416016
	Iteration 22Q: 3 clusters Score -2462398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2462403.750000 Penalty: 4948.416016
	Iteration 23Q: 3 clusters Score -2462404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2462412.750000 Penalty: 4948.416016
	Iteration 24Q: 3 clusters Score -2462413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2462426.750000 Penalty: 4948.416016
	Iteration 25Q: 3 clusters Score -2462427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2462452.000000 Penalty: 4948.416016
	Iteration 26Q: 3 clusters Score -2462452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2462461.250000 Penalty: 4948.416016
	Iteration 27Q: 3 clusters Score -2462461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2462471.500000 Penalty: 4948.416016
	Iteration 28Q: 3 clusters Score -2462472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2462475.750000 Penalty: 4948.416016
	Iteration 29Q: 3 clusters Score -2462476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2462480.500000 Penalty: 4948.416016
	Iteration 30Q: 3 clusters Score -2462480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2462486.000000 Penalty: 4948.416016
	Iteration 31Q: 3 clusters Score -2462486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2462482.500000 Penalty: 4948.416016
	Iteration 32Q: 3 clusters Score -2462482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2462487.250000 Penalty: 4948.416016
	Iteration 33Q: 3 clusters Score -2462487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2462487.750000 Penalty: 4948.416016
	Iteration 34Q: 3 clusters Score -2462488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2462485.750000 Penalty: 4948.416016
	Iteration 35Q: 3 clusters Score -2462486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2462491.250000 Penalty: 4948.416016
	Iteration 36Q: 3 clusters Score -2462491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2462485.750000 Penalty: 4948.416016
	Iteration 37Q: 3 clusters Score -2462486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2462488.250000 Penalty: 4948.416016
	Iteration 38Q: 3 clusters Score -2462488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2462486.500000 Penalty: 4948.416016
	Iteration 39Q: 3 clusters Score -2462486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2462489.250000 Penalty: 4948.416016
	Iteration 40F: 3 clusters Score -2462489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2462494.500000 Penalty: 4948.416016
	Iteration 41Q: 3 clusters Score -2462494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2462489.500000 Penalty: 4948.416016
	Iteration 42Q: 3 clusters Score -2462490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2462491.500000 Penalty: 4948.416016
	Iteration 43Q: 3 clusters Score -2462492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2462492.750000 Penalty: 4948.416016
	Iteration 44Q: 3 clusters Score -2462493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2462496.250000 Penalty: 4948.416016
	Iteration 45Q: 3 clusters Score -2462496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2462500.500000 Penalty: 4948.416016
	Iteration 46Q: 3 clusters Score -2462500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2462500.500000 Penalty: 4948.416016
	Iteration 47F: 3 clusters Score -2462500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 63263 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23632 members 
Mstep: Class 9 contains 41656 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103823 members 
Mstep: Class 13 contains 47444 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 7649 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19483 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 342997 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14276 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13869 members 
Entering Unmasked Estep 
Score: -110915024.000000 Penalty: 154325.625000
Splitting cluster 18 changes total score from -110915784.000000 to -110915024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (9523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Entering Unmasked Estep 
Score: -1059736.625000 Penalty: 2272.043457
	Iteration 0F: 2 clusters Score -1059737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1052377.625000 Penalty: 4544.086914
	Iteration 0F: 3 clusters Score -1052378 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1054448.875000 Penalty: 4544.086914
	Iteration 1F: 3 clusters Score -1054449 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1054734.250000 Penalty: 4544.086914
	Iteration 2F: 3 clusters Score -1054734 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1054920.000000 Penalty: 4544.086914
	Iteration 3Q: 3 clusters Score -1054920 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1055062.750000 Penalty: 4544.086914
	Iteration 4Q: 3 clusters Score -1055063 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1055176.250000 Penalty: 4544.086914
	Iteration 5Q: 3 clusters Score -1055176 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1055289.250000 Penalty: 4544.086914
	Iteration 6Q: 3 clusters Score -1055289 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1055407.000000 Penalty: 4544.086914
	Iteration 7Q: 3 clusters Score -1055407 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1055508.875000 Penalty: 4544.086914
	Iteration 8Q: 3 clusters Score -1055509 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1055640.375000 Penalty: 4544.086914
	Iteration 9Q: 3 clusters Score -1055640 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1055783.500000 Penalty: 4544.086914
	Iteration 10Q: 3 clusters Score -1055784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1055930.625000 Penalty: 4544.086914
	Iteration 11Q: 3 clusters Score -1055931 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1056074.875000 Penalty: 4544.086914
	Iteration 12Q: 3 clusters Score -1056075 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1056187.500000 Penalty: 4544.086914
	Iteration 13Q: 3 clusters Score -1056188 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1056289.000000 Penalty: 4544.086914
	Iteration 14Q: 3 clusters Score -1056289 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1056379.125000 Penalty: 4544.086914
	Iteration 15Q: 3 clusters Score -1056379 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1056474.750000 Penalty: 4544.086914
	Iteration 16Q: 3 clusters Score -1056475 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1056566.375000 Penalty: 4544.086914
	Iteration 17Q: 3 clusters Score -1056566 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1056667.375000 Penalty: 4544.086914
	Iteration 18Q: 3 clusters Score -1056667 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1056767.000000 Penalty: 4544.086914
	Iteration 19Q: 3 clusters Score -1056767 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1056878.500000 Penalty: 4544.086914
	Iteration 20F: 3 clusters Score -1056878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1056991.500000 Penalty: 4544.086914
	Iteration 21Q: 3 clusters Score -1056992 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1057119.125000 Penalty: 4544.086914
	Iteration 22Q: 3 clusters Score -1057119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1057243.625000 Penalty: 4544.086914
	Iteration 23Q: 3 clusters Score -1057244 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1057348.000000 Penalty: 4544.086914
	Iteration 24Q: 3 clusters Score -1057348 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1057412.875000 Penalty: 4544.086914
	Iteration 25Q: 3 clusters Score -1057413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1057457.125000 Penalty: 4544.086914
	Iteration 26Q: 3 clusters Score -1057457 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1057495.375000 Penalty: 4544.086914
	Iteration 27Q: 3 clusters Score -1057495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1057517.625000 Penalty: 4544.086914
	Iteration 28Q: 3 clusters Score -1057518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1057539.500000 Penalty: 4544.086914
	Iteration 29Q: 3 clusters Score -1057540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1057568.875000 Penalty: 4544.086914
	Iteration 30Q: 3 clusters Score -1057569 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1057587.500000 Penalty: 4544.086914
	Iteration 31Q: 3 clusters Score -1057588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1057602.875000 Penalty: 4544.086914
	Iteration 32Q: 3 clusters Score -1057603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1057615.500000 Penalty: 4544.086914
	Iteration 33Q: 3 clusters Score -1057616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1057623.750000 Penalty: 4544.086914
	Iteration 34Q: 3 clusters Score -1057624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1057627.875000 Penalty: 4544.086914
	Iteration 35Q: 3 clusters Score -1057628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1057628.625000 Penalty: 4544.086914
	Iteration 36Q: 3 clusters Score -1057629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1057638.750000 Penalty: 4544.086914
	Iteration 37Q: 3 clusters Score -1057639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1057639.375000 Penalty: 4544.086914
	Iteration 38Q: 3 clusters Score -1057639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1057645.500000 Penalty: 4544.086914
	Iteration 39Q: 3 clusters Score -1057646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1057647.875000 Penalty: 4544.086914
	Iteration 40F: 3 clusters Score -1057648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1057654.375000 Penalty: 4544.086914
	Iteration 41Q: 3 clusters Score -1057654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1057655.625000 Penalty: 4544.086914
	Iteration 42Q: 3 clusters Score -1057656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1057661.625000 Penalty: 4544.086914
	Iteration 43Q: 3 clusters Score -1057662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1057662.125000 Penalty: 4544.086914
	Iteration 44Q: 3 clusters Score -1057662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1057663.375000 Penalty: 4544.086914
	Iteration 45Q: 3 clusters Score -1057663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1057663.000000 Penalty: 4544.086914
	Iteration 46Q: 3 clusters Score -1057663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1057663.875000 Penalty: 4544.086914
	Iteration 47Q: 3 clusters Score -1057664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1057665.500000 Penalty: 4544.086914
	Iteration 48Q: 3 clusters Score -1057666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1057665.500000 Penalty: 4544.086914
	Iteration 49F: 3 clusters Score -1057666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -712514.312500 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -712514.3 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 3271 members 
Entering Unmasked Estep 
Score: -706966.062500 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -706966.1 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -708333.187500 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -708333.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -708635.500000 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -708635.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -708946.187500 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -708946.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -709291.937500 Penalty: 4359.822266
	Iteration 4F: 3 clusters Score -709291.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -709603.125000 Penalty: 4359.822266
	Iteration 5F: 3 clusters Score -709603.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -709867.375000 Penalty: 4359.822266
	Iteration 6F: 3 clusters Score -709867.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -710096.750000 Penalty: 4359.822266
	Iteration 7F: 3 clusters Score -710096.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -710312.250000 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -710312.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -710518.000000 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -710518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -710674.000000 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -710674 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -710788.812500 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -710788.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -710866.250000 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -710866.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -710929.312500 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -710929.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -710969.750000 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -710969.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -711010.500000 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -711010.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -711045.437500 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -711045.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -711067.500000 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -711067.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -711084.125000 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -711084.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -711095.375000 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -711095.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -711104.500000 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -711104.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -711109.812500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -711109.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -711113.000000 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -711113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -711118.062500 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -711118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -711122.187500 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -711122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -711122.375000 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -711122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -711126.687500 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -711126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -711126.062500 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -711126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -711128.562500 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -711128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -711134.187500 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -711134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -711137.062500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -711137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -711137.625000 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -711137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -711138.875000 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -711138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -711140.000000 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -711140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -711141.562500 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -711141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -711142.750000 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -711142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -711145.312500 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -711145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -711144.750000 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -711144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -711145.062500 Penalty: 4359.822266
	Iteration 38Q: 3 clusters Score -711145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -711145.187500 Penalty: 4359.822266
	Iteration 39Q: 3 clusters Score -711145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -711145.625000 Penalty: 4359.822266
	Iteration 40F: 3 clusters Score -711145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -711148.062500 Penalty: 4359.822266
	Iteration 41Q: 3 clusters Score -711148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -711148.375000 Penalty: 4359.822266
	Iteration 42Q: 3 clusters Score -711148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -711149.000000 Penalty: 4359.822266
	Iteration 43Q: 3 clusters Score -711149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -711148.500000 Penalty: 4359.822266
	Iteration 44Q: 3 clusters Score -711148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -711149.937500 Penalty: 4359.822266
	Iteration 45Q: 3 clusters Score -711149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -711151.000000 Penalty: 4359.822266
	Iteration 46Q: 3 clusters Score -711151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -711151.000000 Penalty: 4359.822266
	Iteration 47F: 3 clusters Score -711151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34815.953125 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34815.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33508.285156 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33508.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33799.718750 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33799.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33896.605469 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -33896.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34003.710938 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -34003.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34066.394531 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -34066.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34095.945312 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -34095.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34140.847656 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -34140.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34189.695312 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -34189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34234.820312 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -34234.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34324.738281 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -34324.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34490.667969 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -34490.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34749.664062 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -34749.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35122.945312 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -35122.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35171.964844 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -35171.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35174.328125 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -35174.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35178.027344 Penalty: 2961.745850
	Iteration 15Q: 3 clusters Score -35178.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35178.027344 Penalty: 2961.745850
	Iteration 16F: 3 clusters Score -35178.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 63263 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23632 members 
Mstep: Class 9 contains 41656 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103823 members 
Mstep: Class 13 contains 47444 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21518 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19483 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 342997 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14276 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
Score: -110914128.000000 Penalty: 154325.625000
Splitting cluster 21 changes total score from -110915784.000000 to -110914128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -482932.250000 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -482932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -478822.656250 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -478822.7 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -479847.593750 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -479847.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -480142.718750 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -480142.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -480334.500000 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -480334.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -480518.000000 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -480518 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -480691.468750 Penalty: 4162.697754
	Iteration 5Q: 3 clusters Score -480691.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -480819.593750 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -480819.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -480925.625000 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -480925.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -481008.218750 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -481008.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -481053.593750 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -481053.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -481094.937500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -481094.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -481121.968750 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -481122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -481152.187500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -481152.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -481179.218750 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -481179.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -481212.468750 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -481212.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -481241.375000 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -481241.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -481269.156250 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -481269.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -481286.218750 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -481286.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -481302.531250 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -481302.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -481320.281250 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -481320.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -481335.468750 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -481335.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -481347.718750 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -481347.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -481362.125000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -481362.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -481378.812500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -481378.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -481399.937500 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -481399.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -481411.312500 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -481411.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -481416.656250 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -481416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -481420.531250 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -481420.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -481426.687500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -481426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -481428.593750 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -481428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -481431.531250 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -481431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -481433.937500 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -481433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -481433.812500 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -481433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -481435.625000 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -481435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -481437.750000 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -481437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -481441.625000 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -481441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -481442.125000 Penalty: 4162.697754
	Iteration 36Q: 3 clusters Score -481442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -481443.468750 Penalty: 4162.697754
	Iteration 37Q: 3 clusters Score -481443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -481444.281250 Penalty: 4162.697754
	Iteration 38Q: 3 clusters Score -481444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -481445.718750 Penalty: 4162.697754
	Iteration 39Q: 3 clusters Score -481445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -481447.468750 Penalty: 4162.697754
	Iteration 40F: 3 clusters Score -481447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -481448.781250 Penalty: 4162.697754
	Iteration 41Q: 3 clusters Score -481448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -481451.000000 Penalty: 4162.697754
	Iteration 42Q: 3 clusters Score -481451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -481451.062500 Penalty: 4162.697754
	Iteration 43Q: 3 clusters Score -481451.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -481451.062500 Penalty: 4162.697754
	Iteration 44F: 3 clusters Score -481451.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Entering Unmasked Estep 
Score: -1383506.625000 Penalty: 2352.923340
	Iteration 0F: 2 clusters Score -1383507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1373816.750000 Penalty: 4705.846680
	Iteration 0F: 3 clusters Score -1373817 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1376944.000000 Penalty: 4705.846680
	Iteration 1F: 3 clusters Score -1376944 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1377318.125000 Penalty: 4705.846680
	Iteration 2F: 3 clusters Score -1377318 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1377593.750000 Penalty: 4705.846680
	Iteration 3Q: 3 clusters Score -1377594 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1377835.000000 Penalty: 4705.846680
	Iteration 4Q: 3 clusters Score -1377835 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1378097.250000 Penalty: 4705.846680
	Iteration 5Q: 3 clusters Score -1378097 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1378378.375000 Penalty: 4705.846680
	Iteration 6Q: 3 clusters Score -1378378 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1378659.500000 Penalty: 4705.846680
	Iteration 7Q: 3 clusters Score -1378660 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1378925.250000 Penalty: 4705.846680
	Iteration 8Q: 3 clusters Score -1378925 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1379200.125000 Penalty: 4705.846680
	Iteration 9Q: 3 clusters Score -1379200 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1379459.875000 Penalty: 4705.846680
	Iteration 10Q: 3 clusters Score -1379460 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1379733.000000 Penalty: 4705.846680
	Iteration 11Q: 3 clusters Score -1379733 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1379990.000000 Penalty: 4705.846680
	Iteration 12Q: 3 clusters Score -1379990 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1380229.125000 Penalty: 4705.846680
	Iteration 13Q: 3 clusters Score -1380229 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1380469.500000 Penalty: 4705.846680
	Iteration 14Q: 3 clusters Score -1380470 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1380684.125000 Penalty: 4705.846680
	Iteration 15Q: 3 clusters Score -1380684 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1380859.625000 Penalty: 4705.846680
	Iteration 16Q: 3 clusters Score -1380860 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1381020.500000 Penalty: 4705.846680
	Iteration 17Q: 3 clusters Score -1381020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1381172.375000 Penalty: 4705.846680
	Iteration 18Q: 3 clusters Score -1381172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1381271.625000 Penalty: 4705.846680
	Iteration 19Q: 3 clusters Score -1381272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1381351.125000 Penalty: 4705.846680
	Iteration 20F: 3 clusters Score -1381351 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1381400.250000 Penalty: 4705.846680
	Iteration 21Q: 3 clusters Score -1381400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1381438.000000 Penalty: 4705.846680
	Iteration 22Q: 3 clusters Score -1381438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1381475.125000 Penalty: 4705.846680
	Iteration 23Q: 3 clusters Score -1381475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1381504.875000 Penalty: 4705.846680
	Iteration 24Q: 3 clusters Score -1381505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1381527.375000 Penalty: 4705.846680
	Iteration 25Q: 3 clusters Score -1381527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1381542.625000 Penalty: 4705.846680
	Iteration 26Q: 3 clusters Score -1381543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1381558.750000 Penalty: 4705.846680
	Iteration 27Q: 3 clusters Score -1381559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1381567.750000 Penalty: 4705.846680
	Iteration 28Q: 3 clusters Score -1381568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1381579.500000 Penalty: 4705.846680
	Iteration 29Q: 3 clusters Score -1381580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1381592.375000 Penalty: 4705.846680
	Iteration 30Q: 3 clusters Score -1381592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1381598.250000 Penalty: 4705.846680
	Iteration 31Q: 3 clusters Score -1381598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1381604.750000 Penalty: 4705.846680
	Iteration 32Q: 3 clusters Score -1381605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1381609.875000 Penalty: 4705.846680
	Iteration 33Q: 3 clusters Score -1381610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1381611.750000 Penalty: 4705.846680
	Iteration 34Q: 3 clusters Score -1381612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1381613.125000 Penalty: 4705.846680
	Iteration 35Q: 3 clusters Score -1381613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1381614.875000 Penalty: 4705.846680
	Iteration 36Q: 3 clusters Score -1381615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1381620.500000 Penalty: 4705.846680
	Iteration 37Q: 3 clusters Score -1381620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1381620.750000 Penalty: 4705.846680
	Iteration 38Q: 3 clusters Score -1381621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1381621.875000 Penalty: 4705.846680
	Iteration 39Q: 3 clusters Score -1381622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1381623.000000 Penalty: 4705.846680
	Iteration 40F: 3 clusters Score -1381623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1381623.000000 Penalty: 4705.846680
	Iteration 41Q: 3 clusters Score -1381623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1381623.000000 Penalty: 4705.846680
	Iteration 42F: 3 clusters Score -1381623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -578161.625000 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -578161.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -573555.812500 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -573555.8 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -574659.937500 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -574659.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -574876.500000 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -574876.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -575017.875000 Penalty: 4240.439453
	Iteration 3Q: 3 clusters Score -575017.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -575139.187500 Penalty: 4240.439453
	Iteration 4Q: 3 clusters Score -575139.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -575238.437500 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -575238.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -575319.937500 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -575319.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -575389.875000 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -575389.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -575449.250000 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -575449.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -575516.250000 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -575516.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -575572.875000 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -575572.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -575627.687500 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -575627.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -575681.750000 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -575681.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -575742.187500 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -575742.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -575800.375000 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -575800.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -575862.187500 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -575862.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -575929.750000 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -575929.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -575995.750000 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -575995.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -576050.187500 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -576050.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -576093.000000 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -576093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -576130.750000 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -576130.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -576175.062500 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -576175.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -576211.937500 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -576211.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -576246.000000 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -576246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -576265.312500 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -576265.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -576283.500000 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -576283.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -576297.250000 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -576297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -576307.250000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -576307.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -576323.375000 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -576323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -576332.937500 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -576332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -576341.875000 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -576341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -576346.187500 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -576346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -576350.875000 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -576350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -576359.875000 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -576359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -576373.937500 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -576373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -576381.562500 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -576381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -576390.500000 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -576390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -576399.437500 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -576399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -576403.812500 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -576403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -576407.562500 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -576407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -576409.125000 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -576409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Entering Unmasked Estep 
Score: -3666707.250000 Penalty: 2579.353516
	Iteration 0F: 2 clusters Score -3666707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3644260.750000 Penalty: 5158.707031
	Iteration 0F: 3 clusters Score -3644261 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3652345.250000 Penalty: 5158.707031
	Iteration 1F: 3 clusters Score -3652345 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3652815.750000 Penalty: 5158.707031
	Iteration 2Q: 3 clusters Score -3652816 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3653258.750000 Penalty: 5158.707031
	Iteration 3Q: 3 clusters Score -3653259 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3653738.000000 Penalty: 5158.707031
	Iteration 4Q: 3 clusters Score -3653738 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3654279.000000 Penalty: 5158.707031
	Iteration 5Q: 3 clusters Score -3654279 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3654972.250000 Penalty: 5158.707031
	Iteration 6Q: 3 clusters Score -3654972 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3655817.000000 Penalty: 5158.707031
	Iteration 7Q: 3 clusters Score -3655817 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3656823.250000 Penalty: 5158.707031
	Iteration 8Q: 3 clusters Score -3656823 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3657986.500000 Penalty: 5158.707031
	Iteration 9F: 3 clusters Score -3657986 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3659398.000000 Penalty: 5158.707031
	Iteration 10F: 3 clusters Score -3659398 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3661101.000000 Penalty: 5158.707031
	Iteration 11F: 3 clusters Score -3661101 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3662719.000000 Penalty: 5158.707031
	Iteration 12F: 3 clusters Score -3662719 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3663955.500000 Penalty: 5158.707031
	Iteration 13Q: 3 clusters Score -3663956 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3664820.500000 Penalty: 5158.707031
	Iteration 14Q: 3 clusters Score -3664820 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3665319.500000 Penalty: 5158.707031
	Iteration 15Q: 3 clusters Score -3665320 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3665595.750000 Penalty: 5158.707031
	Iteration 16Q: 3 clusters Score -3665596 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3665728.250000 Penalty: 5158.707031
	Iteration 17Q: 3 clusters Score -3665728 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3665838.750000 Penalty: 5158.707031
	Iteration 18Q: 3 clusters Score -3665839 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3665901.500000 Penalty: 5158.707031
	Iteration 19Q: 3 clusters Score -3665902 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3665926.750000 Penalty: 5158.707031
	Iteration 20F: 3 clusters Score -3665927 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3665944.250000 Penalty: 5158.707031
	Iteration 21Q: 3 clusters Score -3665944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3665961.750000 Penalty: 5158.707031
	Iteration 22Q: 3 clusters Score -3665962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3665964.250000 Penalty: 5158.707031
	Iteration 23Q: 3 clusters Score -3665964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3665996.250000 Penalty: 5158.707031
	Iteration 24Q: 3 clusters Score -3665996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3665993.500000 Penalty: 5158.707031
	Iteration 25Q: 3 clusters Score -3665994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3666009.500000 Penalty: 5158.707031
	Iteration 26Q: 3 clusters Score -3666010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3666019.250000 Penalty: 5158.707031
	Iteration 27Q: 3 clusters Score -3666019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3666017.750000 Penalty: 5158.707031
	Iteration 28Q: 3 clusters Score -3666018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3666023.250000 Penalty: 5158.707031
	Iteration 29Q: 3 clusters Score -3666023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3666040.000000 Penalty: 5158.707031
	Iteration 30Q: 3 clusters Score -3666040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3666036.500000 Penalty: 5158.707031
	Iteration 31Q: 3 clusters Score -3666036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3666033.250000 Penalty: 5158.707031
	Iteration 32Q: 3 clusters Score -3666033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3666034.250000 Penalty: 5158.707031
	Iteration 33Q: 3 clusters Score -3666034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3666033.000000 Penalty: 5158.707031
	Iteration 34Q: 3 clusters Score -3666033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3666036.000000 Penalty: 5158.707031
	Iteration 35Q: 3 clusters Score -3666036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3666039.500000 Penalty: 5158.707031
	Iteration 36Q: 3 clusters Score -3666040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3666036.750000 Penalty: 5158.707031
	Iteration 37Q: 3 clusters Score -3666037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3666037.250000 Penalty: 5158.707031
	Iteration 38Q: 3 clusters Score -3666037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3666043.250000 Penalty: 5158.707031
	Iteration 39Q: 3 clusters Score -3666043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3666042.000000 Penalty: 5158.707031
	Iteration 40F: 3 clusters Score -3666042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3666047.000000 Penalty: 5158.707031
	Iteration 41Q: 3 clusters Score -3666047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3666048.000000 Penalty: 5158.707031
	Iteration 42Q: 3 clusters Score -3666048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3666049.500000 Penalty: 5158.707031
	Iteration 43Q: 3 clusters Score -3666050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3666055.750000 Penalty: 5158.707031
	Iteration 44Q: 3 clusters Score -3666056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3666063.250000 Penalty: 5158.707031
	Iteration 45Q: 3 clusters Score -3666063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3666062.750000 Penalty: 5158.707031
	Iteration 46Q: 3 clusters Score -3666063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3666060.750000 Penalty: 5158.707031
	Iteration 47Q: 3 clusters Score -3666061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3666063.000000 Penalty: 5158.707031
	Iteration 48Q: 3 clusters Score -3666063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3666060.250000 Penalty: 5158.707031
	Iteration 49Q: 3 clusters Score -3666060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3666055.000000 Penalty: 5158.707031
	Iteration 50Q: 3 clusters Score -3666055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3666059.750000 Penalty: 5158.707031
	Iteration 51Q: 3 clusters Score -3666060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3666051.750000 Penalty: 5158.707031
	Iteration 52Q: 3 clusters Score -3666052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3666049.750000 Penalty: 5158.707031
	Iteration 53Q: 3 clusters Score -3666050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3666051.500000 Penalty: 5158.707031
	Iteration 54Q: 3 clusters Score -3666052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3666052.750000 Penalty: 5158.707031
	Iteration 55Q: 3 clusters Score -3666053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3666055.000000 Penalty: 5158.707031
	Iteration 56Q: 3 clusters Score -3666055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3666055.000000 Penalty: 5158.707031
	Iteration 57Q: 3 clusters Score -3666055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3666055.000000 Penalty: 5158.707031
	Iteration 58F: 3 clusters Score -3666055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Entering Unmasked Estep 
Score: -1770639.250000 Penalty: 2392.146729
	Iteration 0F: 2 clusters Score -1770639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1759573.000000 Penalty: 4784.293457
	Iteration 0F: 3 clusters Score -1759573 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1763122.750000 Penalty: 4784.293457
	Iteration 1F: 3 clusters Score -1763123 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1763525.500000 Penalty: 4784.293457
	Iteration 2F: 3 clusters Score -1763526 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1763862.625000 Penalty: 4784.293457
	Iteration 3F: 3 clusters Score -1763863 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1764189.125000 Penalty: 4784.293457
	Iteration 4Q: 3 clusters Score -1764189 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1764575.875000 Penalty: 4784.293457
	Iteration 5Q: 3 clusters Score -1764576 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1765038.875000 Penalty: 4784.293457
	Iteration 6F: 3 clusters Score -1765039 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1765481.875000 Penalty: 4784.293457
	Iteration 7Q: 3 clusters Score -1765482 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1765964.750000 Penalty: 4784.293457
	Iteration 8F: 3 clusters Score -1765965 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1766416.500000 Penalty: 4784.293457
	Iteration 9Q: 3 clusters Score -1766416 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1766814.000000 Penalty: 4784.293457
	Iteration 10Q: 3 clusters Score -1766814 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1767194.625000 Penalty: 4784.293457
	Iteration 11Q: 3 clusters Score -1767195 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1767499.875000 Penalty: 4784.293457
	Iteration 12Q: 3 clusters Score -1767500 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1767784.750000 Penalty: 4784.293457
	Iteration 13Q: 3 clusters Score -1767785 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1768015.000000 Penalty: 4784.293457
	Iteration 14Q: 3 clusters Score -1768015 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1768184.500000 Penalty: 4784.293457
	Iteration 15Q: 3 clusters Score -1768184 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1768309.375000 Penalty: 4784.293457
	Iteration 16Q: 3 clusters Score -1768309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1768413.375000 Penalty: 4784.293457
	Iteration 17Q: 3 clusters Score -1768413 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1768490.625000 Penalty: 4784.293457
	Iteration 18Q: 3 clusters Score -1768491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1768533.375000 Penalty: 4784.293457
	Iteration 19Q: 3 clusters Score -1768533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1768562.125000 Penalty: 4784.293457
	Iteration 20F: 3 clusters Score -1768562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1768586.000000 Penalty: 4784.293457
	Iteration 21Q: 3 clusters Score -1768586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1768610.625000 Penalty: 4784.293457
	Iteration 22Q: 3 clusters Score -1768611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1768626.125000 Penalty: 4784.293457
	Iteration 23Q: 3 clusters Score -1768626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1768638.000000 Penalty: 4784.293457
	Iteration 24Q: 3 clusters Score -1768638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1768644.875000 Penalty: 4784.293457
	Iteration 25Q: 3 clusters Score -1768645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1768650.000000 Penalty: 4784.293457
	Iteration 26Q: 3 clusters Score -1768650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1768654.000000 Penalty: 4784.293457
	Iteration 27Q: 3 clusters Score -1768654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1768662.500000 Penalty: 4784.293457
	Iteration 28Q: 3 clusters Score -1768662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1768667.375000 Penalty: 4784.293457
	Iteration 29Q: 3 clusters Score -1768667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1768675.000000 Penalty: 4784.293457
	Iteration 30Q: 3 clusters Score -1768675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1768675.875000 Penalty: 4784.293457
	Iteration 31Q: 3 clusters Score -1768676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1768678.125000 Penalty: 4784.293457
	Iteration 32Q: 3 clusters Score -1768678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1768680.750000 Penalty: 4784.293457
	Iteration 33Q: 3 clusters Score -1768681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1768684.625000 Penalty: 4784.293457
	Iteration 34Q: 3 clusters Score -1768685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1768692.125000 Penalty: 4784.293457
	Iteration 35Q: 3 clusters Score -1768692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1768693.625000 Penalty: 4784.293457
	Iteration 36Q: 3 clusters Score -1768694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1768696.625000 Penalty: 4784.293457
	Iteration 37Q: 3 clusters Score -1768697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1768697.750000 Penalty: 4784.293457
	Iteration 38Q: 3 clusters Score -1768698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1768704.125000 Penalty: 4784.293457
	Iteration 39Q: 3 clusters Score -1768704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1768702.250000 Penalty: 4784.293457
	Iteration 40F: 3 clusters Score -1768702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1768706.375000 Penalty: 4784.293457
	Iteration 41Q: 3 clusters Score -1768706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1768710.000000 Penalty: 4784.293457
	Iteration 42Q: 3 clusters Score -1768710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1768713.125000 Penalty: 4784.293457
	Iteration 43Q: 3 clusters Score -1768713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1768717.375000 Penalty: 4784.293457
	Iteration 44Q: 3 clusters Score -1768717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1768721.875000 Penalty: 4784.293457
	Iteration 45Q: 3 clusters Score -1768722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1768724.125000 Penalty: 4784.293457
	Iteration 46Q: 3 clusters Score -1768724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1768728.125000 Penalty: 4784.293457
	Iteration 47Q: 3 clusters Score -1768728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1768726.125000 Penalty: 4784.293457
	Iteration 48Q: 3 clusters Score -1768726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1768726.125000 Penalty: 4784.293457
	Iteration 49F: 3 clusters Score -1768726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24102.080078 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24102.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24278.761719 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24278.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24362.548828 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24362.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24379.572266 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24379.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24390.876953 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24390.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24395.763672 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24395.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24395.763672 Penalty: 2815.669922
	Iteration 6F: 3 clusters Score -24395.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -51932.652344 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -51932.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50391.453125 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50391.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50560.085938 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -50560.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50637.089844 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -50637.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50687.433594 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -50687.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50697.171875 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -50697.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50697.851562 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -50697.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50700.136719 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -50700.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50700.136719 Penalty: 3097.106689
	Iteration 7F: 3 clusters Score -50700.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Entering Unmasked Estep 
Score: -12311589.000000 Penalty: 2875.942139
	Iteration 0F: 2 clusters Score -1.231159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -12238903.000000 Penalty: 5751.884277
	Iteration 0F: 3 clusters Score -1.22389e+07 nChanged 51530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -12268180.000000 Penalty: 5751.884277
	Iteration 1F: 3 clusters Score -1.226818e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -12268875.000000 Penalty: 5751.884277
	Iteration 2Q: 3 clusters Score -1.226888e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -12269847.000000 Penalty: 5751.884277
	Iteration 3Q: 3 clusters Score -1.226985e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -12271269.000000 Penalty: 5751.884277
	Iteration 4Q: 3 clusters Score -1.227127e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -12273499.000000 Penalty: 5751.884277
	Iteration 5Q: 3 clusters Score -1.22735e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -12276606.000000 Penalty: 5751.884277
	Iteration 6F: 3 clusters Score -1.227661e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -12281004.000000 Penalty: 5751.884277
	Iteration 7F: 3 clusters Score -1.2281e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -12286424.000000 Penalty: 5751.884277
	Iteration 8F: 3 clusters Score -1.228642e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -12292491.000000 Penalty: 5751.884277
	Iteration 9F: 3 clusters Score -1.229249e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -12298701.000000 Penalty: 5751.884277
	Iteration 10F: 3 clusters Score -1.22987e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -12303873.000000 Penalty: 5751.884277
	Iteration 11Q: 3 clusters Score -1.230387e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -12306930.000000 Penalty: 5751.884277
	Iteration 12Q: 3 clusters Score -1.230693e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12308266.000000 Penalty: 5751.884277
	Iteration 13Q: 3 clusters Score -1.230827e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12308701.000000 Penalty: 5751.884277
	Iteration 14Q: 3 clusters Score -1.23087e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12308980.000000 Penalty: 5751.884277
	Iteration 15Q: 3 clusters Score -1.230898e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12309097.000000 Penalty: 5751.884277
	Iteration 16Q: 3 clusters Score -1.23091e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12309180.000000 Penalty: 5751.884277
	Iteration 17Q: 3 clusters Score -1.230918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12309211.000000 Penalty: 5751.884277
	Iteration 18Q: 3 clusters Score -1.230921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12309217.000000 Penalty: 5751.884277
	Iteration 19Q: 3 clusters Score -1.230922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12309259.000000 Penalty: 5751.884277
	Iteration 20F: 3 clusters Score -1.230926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12309255.000000 Penalty: 5751.884277
	Iteration 21Q: 3 clusters Score -1.230926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12309259.000000 Penalty: 5751.884277
	Iteration 22Q: 3 clusters Score -1.230926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12309255.000000 Penalty: 5751.884277
	Iteration 23Q: 3 clusters Score -1.230926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12309258.000000 Penalty: 5751.884277
	Iteration 24Q: 3 clusters Score -1.230926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12309258.000000 Penalty: 5751.884277
	Iteration 25F: 3 clusters Score -1.230926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129550.593750 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127523.960938 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127524 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127827.484375 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127827.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127927.640625 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127927.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127964.203125 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127964.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127973.328125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127977.945312 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127981.953125 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127984.859375 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127987.093750 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127989.031250 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127989.031250 Penalty: 3509.181641
	Iteration 10F: 3 clusters Score -127989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Entering Unmasked Estep 
Score: -2167203.750000 Penalty: 2449.569824
	Iteration 0F: 2 clusters Score -2167204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2153605.000000 Penalty: 4899.139648
	Iteration 0F: 3 clusters Score -2153605 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2158278.000000 Penalty: 4899.139648
	Iteration 1F: 3 clusters Score -2158278 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2159016.000000 Penalty: 4899.139648
	Iteration 2F: 3 clusters Score -2159016 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2159842.500000 Penalty: 4899.139648
	Iteration 3F: 3 clusters Score -2159842 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2160741.500000 Penalty: 4899.139648
	Iteration 4F: 3 clusters Score -2160742 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2161671.500000 Penalty: 4899.139648
	Iteration 5F: 3 clusters Score -2161672 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2162631.500000 Penalty: 4899.139648
	Iteration 6F: 3 clusters Score -2162632 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2163516.500000 Penalty: 4899.139648
	Iteration 7F: 3 clusters Score -2163516 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2164246.750000 Penalty: 4899.139648
	Iteration 8Q: 3 clusters Score -2164247 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2164874.750000 Penalty: 4899.139648
	Iteration 9Q: 3 clusters Score -2164875 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2165401.500000 Penalty: 4899.139648
	Iteration 10Q: 3 clusters Score -2165402 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2165860.750000 Penalty: 4899.139648
	Iteration 11Q: 3 clusters Score -2165861 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2166181.000000 Penalty: 4899.139648
	Iteration 12Q: 3 clusters Score -2166181 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2166353.750000 Penalty: 4899.139648
	Iteration 13Q: 3 clusters Score -2166354 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2166450.250000 Penalty: 4899.139648
	Iteration 14Q: 3 clusters Score -2166450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2166519.750000 Penalty: 4899.139648
	Iteration 15Q: 3 clusters Score -2166520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2166549.250000 Penalty: 4899.139648
	Iteration 16Q: 3 clusters Score -2166549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2166579.250000 Penalty: 4899.139648
	Iteration 17Q: 3 clusters Score -2166579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2166599.750000 Penalty: 4899.139648
	Iteration 18Q: 3 clusters Score -2166600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2166607.250000 Penalty: 4899.139648
	Iteration 19Q: 3 clusters Score -2166607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2166611.500000 Penalty: 4899.139648
	Iteration 20F: 3 clusters Score -2166612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2166616.000000 Penalty: 4899.139648
	Iteration 21Q: 3 clusters Score -2166616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2166617.750000 Penalty: 4899.139648
	Iteration 22Q: 3 clusters Score -2166618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2166620.500000 Penalty: 4899.139648
	Iteration 23Q: 3 clusters Score -2166620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2166620.500000 Penalty: 4899.139648
	Iteration 24Q: 3 clusters Score -2166620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2166621.000000 Penalty: 4899.139648
	Iteration 25Q: 3 clusters Score -2166621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2166622.500000 Penalty: 4899.139648
	Iteration 26Q: 3 clusters Score -2166622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2166622.500000 Penalty: 4899.139648
	Iteration 27Q: 3 clusters Score -2166622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2166626.000000 Penalty: 4899.139648
	Iteration 28Q: 3 clusters Score -2166626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2166624.500000 Penalty: 4899.139648
	Iteration 29Q: 3 clusters Score -2166624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2166628.250000 Penalty: 4899.139648
	Iteration 30Q: 3 clusters Score -2166628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2166625.250000 Penalty: 4899.139648
	Iteration 31Q: 3 clusters Score -2166625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2166627.250000 Penalty: 4899.139648
	Iteration 32Q: 3 clusters Score -2166627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2166627.250000 Penalty: 4899.139648
	Iteration 33F: 3 clusters Score -2166627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -593984.812500 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -593984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -588945.937500 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -588945.9 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -590261.812500 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -590261.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -590590.125000 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -590590.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -590870.937500 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -590870.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -591146.187500 Penalty: 4311.308594
	Iteration 4F: 3 clusters Score -591146.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -591373.312500 Penalty: 4311.308594
	Iteration 5Q: 3 clusters Score -591373.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -591570.375000 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -591570.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -591743.062500 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -591743.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -591864.125000 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -591864.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -591951.437500 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -591951.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -592028.625000 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -592028.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -592082.250000 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -592082.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -592127.062500 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -592127.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -592173.437500 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -592173.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -592232.500000 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -592232.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -592287.562500 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -592287.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -592327.250000 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -592327.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -592365.937500 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -592365.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -592399.437500 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -592399.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -592427.812500 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -592427.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -592460.562500 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -592460.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -592484.500000 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -592484.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -592504.375000 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -592504.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -592530.000000 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -592530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -592553.187500 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -592553.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -592576.375000 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -592576.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -592588.812500 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -592588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -592603.687500 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -592603.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -592611.312500 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -592611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -592614.937500 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -592614.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -592622.375000 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -592622.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -592627.187500 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -592627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -592633.750000 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -592633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -592639.750000 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -592639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -592649.250000 Penalty: 4311.308594
	Iteration 34Q: 3 clusters Score -592649.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -592654.500000 Penalty: 4311.308594
	Iteration 35Q: 3 clusters Score -592654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -592660.375000 Penalty: 4311.308594
	Iteration 36Q: 3 clusters Score -592660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -592672.812500 Penalty: 4311.308594
	Iteration 37Q: 3 clusters Score -592672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -592689.937500 Penalty: 4311.308594
	Iteration 38Q: 3 clusters Score -592689.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -592698.750000 Penalty: 4311.308594
	Iteration 39Q: 3 clusters Score -592698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -592705.937500 Penalty: 4311.308594
	Iteration 40F: 3 clusters Score -592705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -592714.375000 Penalty: 4311.308594
	Iteration 41Q: 3 clusters Score -592714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -592716.062500 Penalty: 4311.308594
	Iteration 42Q: 3 clusters Score -592716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -592718.000000 Penalty: 4311.308594
	Iteration 43Q: 3 clusters Score -592718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -592718.625000 Penalty: 4311.308594
	Iteration 44Q: 3 clusters Score -592718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -592720.062500 Penalty: 4311.308594
	Iteration 45Q: 3 clusters Score -592720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -592721.562500 Penalty: 4311.308594
	Iteration 46Q: 3 clusters Score -592721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -592721.937500 Penalty: 4311.308594
	Iteration 47Q: 3 clusters Score -592721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -592723.000000 Penalty: 4311.308594
	Iteration 48Q: 3 clusters Score -592723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -592723.000000 Penalty: 4311.308594
	Iteration 49F: 3 clusters Score -592723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (342997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342997 members 
Entering Unmasked Estep 
Score: -38595152.000000 Penalty: 3160.878174
	Iteration 0F: 2 clusters Score -3.859515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 171422 members 
Entering Unmasked Estep 
Score: -38398380.000000 Penalty: 6321.756348
	Iteration 0F: 3 clusters Score -3.839838e+07 nChanged 166865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175312 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -38496540.000000 Penalty: 6321.756348
	Iteration 1F: 3 clusters Score -3.849654e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 166197 members 
Entering Unmasked Estep 
Score: -38497784.000000 Penalty: 6321.756348
	Iteration 2Q: 3 clusters Score -3.849778e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179134 members 
Mstep: Class 2 contains 163863 members 
Entering Unmasked Estep 
Score: -38498944.000000 Penalty: 6321.756348
	Iteration 3Q: 3 clusters Score -3.849894e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182774 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -38500184.000000 Penalty: 6321.756348
	Iteration 4Q: 3 clusters Score -3.850018e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188431 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -38502392.000000 Penalty: 6321.756348
	Iteration 5Q: 3 clusters Score -3.850239e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197206 members 
Mstep: Class 2 contains 145791 members 
Entering Unmasked Estep 
Score: -38506756.000000 Penalty: 6321.756348
	Iteration 6Q: 3 clusters Score -3.850676e+07 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210266 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -38513420.000000 Penalty: 6321.756348
	Iteration 7Q: 3 clusters Score -3.851342e+07 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228839 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -38525180.000000 Penalty: 6321.756348
	Iteration 8F: 3 clusters Score -3.852518e+07 nChanged 25403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253304 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -38544368.000000 Penalty: 6321.756348
	Iteration 9F: 3 clusters Score -3.854437e+07 nChanged 27841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280707 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -38569944.000000 Penalty: 6321.756348
	Iteration 10F: 3 clusters Score -3.856994e+07 nChanged 24196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304667 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -38585600.000000 Penalty: 6321.756348
	Iteration 11F: 3 clusters Score -3.85856e+07 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319258 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -38592500.000000 Penalty: 6321.756348
	Iteration 12Q: 3 clusters Score -3.85925e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326600 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -38595304.000000 Penalty: 6321.756348
	Iteration 13Q: 3 clusters Score -3.85953e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330452 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -38595988.000000 Penalty: 6321.756348
	Iteration 14Q: 3 clusters Score -3.859599e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332700 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -38596492.000000 Penalty: 6321.756348
	Iteration 15Q: 3 clusters Score -3.859649e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334135 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -38596728.000000 Penalty: 6321.756348
	Iteration 16Q: 3 clusters Score -3.859673e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335170 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -38596676.000000 Penalty: 6321.756348
	Iteration 17Q: 3 clusters Score -3.859668e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335899 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -38596480.000000 Penalty: 6321.756348
	Iteration 18Q: 3 clusters Score -3.859648e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336440 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -38596472.000000 Penalty: 6321.756348
	Iteration 19Q: 3 clusters Score -3.859647e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336861 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -38596392.000000 Penalty: 6321.756348
	Iteration 20F: 3 clusters Score -3.859639e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337228 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -38596160.000000 Penalty: 6321.756348
	Iteration 21Q: 3 clusters Score -3.859616e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337513 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -38596108.000000 Penalty: 6321.756348
	Iteration 22Q: 3 clusters Score -3.859611e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337731 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -38595988.000000 Penalty: 6321.756348
	Iteration 23Q: 3 clusters Score -3.859599e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337903 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -38595912.000000 Penalty: 6321.756348
	Iteration 24Q: 3 clusters Score -3.859591e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338044 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -38595884.000000 Penalty: 6321.756348
	Iteration 25Q: 3 clusters Score -3.859588e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338182 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -38595932.000000 Penalty: 6321.756348
	Iteration 26Q: 3 clusters Score -3.859593e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338303 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -38595888.000000 Penalty: 6321.756348
	Iteration 27Q: 3 clusters Score -3.859589e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338421 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -38595780.000000 Penalty: 6321.756348
	Iteration 28Q: 3 clusters Score -3.859578e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338511 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -38595836.000000 Penalty: 6321.756348
	Iteration 29Q: 3 clusters Score -3.859584e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338576 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -38595860.000000 Penalty: 6321.756348
	Iteration 30Q: 3 clusters Score -3.859586e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338626 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -38595828.000000 Penalty: 6321.756348
	Iteration 31Q: 3 clusters Score -3.859583e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338666 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -38595824.000000 Penalty: 6321.756348
	Iteration 32Q: 3 clusters Score -3.859582e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338712 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -38595836.000000 Penalty: 6321.756348
	Iteration 33Q: 3 clusters Score -3.859584e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338746 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -38595800.000000 Penalty: 6321.756348
	Iteration 34Q: 3 clusters Score -3.85958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338773 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -38595748.000000 Penalty: 6321.756348
	Iteration 35Q: 3 clusters Score -3.859575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338786 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -38595728.000000 Penalty: 6321.756348
	Iteration 36Q: 3 clusters Score -3.859573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338806 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -38595744.000000 Penalty: 6321.756348
	Iteration 37Q: 3 clusters Score -3.859574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338824 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -38595760.000000 Penalty: 6321.756348
	Iteration 38Q: 3 clusters Score -3.859576e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338845 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -38595804.000000 Penalty: 6321.756348
	Iteration 39Q: 3 clusters Score -3.85958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338868 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -38595780.000000 Penalty: 6321.756348
	Iteration 40F: 3 clusters Score -3.859578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338896 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -38595776.000000 Penalty: 6321.756348
	Iteration 41Q: 3 clusters Score -3.859578e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338925 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -38595748.000000 Penalty: 6321.756348
	Iteration 42Q: 3 clusters Score -3.859575e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338952 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -38595748.000000 Penalty: 6321.756348
	Iteration 43Q: 3 clusters Score -3.859575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338973 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -38595724.000000 Penalty: 6321.756348
	Iteration 44Q: 3 clusters Score -3.859572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338991 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -38595720.000000 Penalty: 6321.756348
	Iteration 45Q: 3 clusters Score -3.859572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339003 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -38595696.000000 Penalty: 6321.756348
	Iteration 46Q: 3 clusters Score -3.85957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339021 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -38595700.000000 Penalty: 6321.756348
	Iteration 47Q: 3 clusters Score -3.85957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339027 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -38595644.000000 Penalty: 6321.756348
	Iteration 48Q: 3 clusters Score -3.859564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339039 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -38595604.000000 Penalty: 6321.756348
	Iteration 49Q: 3 clusters Score -3.85956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339050 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -38595604.000000 Penalty: 6321.756348
	Iteration 50Q: 3 clusters Score -3.85956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339056 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -38595652.000000 Penalty: 6321.756348
	Iteration 51Q: 3 clusters Score -3.859565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339064 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -38595640.000000 Penalty: 6321.756348
	Iteration 52Q: 3 clusters Score -3.859564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339071 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -38595628.000000 Penalty: 6321.756348
	Iteration 53Q: 3 clusters Score -3.859563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339075 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -38595648.000000 Penalty: 6321.756348
	Iteration 54Q: 3 clusters Score -3.859565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339082 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -38595632.000000 Penalty: 6321.756348
	Iteration 55Q: 3 clusters Score -3.859563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339092 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -38595660.000000 Penalty: 6321.756348
	Iteration 56Q: 3 clusters Score -3.859566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339104 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -38595636.000000 Penalty: 6321.756348
	Iteration 57Q: 3 clusters Score -3.859564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339110 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -38595636.000000 Penalty: 6321.756348
	Iteration 58Q: 3 clusters Score -3.859564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339115 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -38595612.000000 Penalty: 6321.756348
	Iteration 59Q: 3 clusters Score -3.859561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339118 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -38595608.000000 Penalty: 6321.756348
	Iteration 60F: 3 clusters Score -3.859561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339124 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -38595600.000000 Penalty: 6321.756348
	Iteration 61Q: 3 clusters Score -3.85956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339132 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -38595604.000000 Penalty: 6321.756348
	Iteration 62Q: 3 clusters Score -3.85956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339138 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -38595604.000000 Penalty: 6321.756348
	Iteration 63Q: 3 clusters Score -3.85956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339150 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -38595608.000000 Penalty: 6321.756348
	Iteration 64Q: 3 clusters Score -3.859561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339162 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -38595592.000000 Penalty: 6321.756348
	Iteration 65Q: 3 clusters Score -3.859559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339173 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -38595588.000000 Penalty: 6321.756348
	Iteration 66Q: 3 clusters Score -3.859559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339188 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -38595608.000000 Penalty: 6321.756348
	Iteration 67Q: 3 clusters Score -3.859561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339195 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -38595640.000000 Penalty: 6321.756348
	Iteration 68Q: 3 clusters Score -3.859564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339209 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -38595620.000000 Penalty: 6321.756348
	Iteration 69Q: 3 clusters Score -3.859562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339217 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -38595664.000000 Penalty: 6321.756348
	Iteration 70Q: 3 clusters Score -3.859566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339222 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -38595656.000000 Penalty: 6321.756348
	Iteration 71Q: 3 clusters Score -3.859566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339232 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -38595612.000000 Penalty: 6321.756348
	Iteration 72Q: 3 clusters Score -3.859561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339236 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -38595636.000000 Penalty: 6321.756348
	Iteration 73Q: 3 clusters Score -3.859564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339242 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -38595628.000000 Penalty: 6321.756348
	Iteration 74Q: 3 clusters Score -3.859563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339246 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -38595624.000000 Penalty: 6321.756348
	Iteration 75Q: 3 clusters Score -3.859562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339248 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -38595624.000000 Penalty: 6321.756348
	Iteration 76Q: 3 clusters Score -3.859562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339246 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -38595600.000000 Penalty: 6321.756348
	Iteration 77Q: 3 clusters Score -3.85956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339246 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -38595592.000000 Penalty: 6321.756348
	Iteration 78Q: 3 clusters Score -3.859559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339251 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -38595612.000000 Penalty: 6321.756348
	Iteration 79Q: 3 clusters Score -3.859561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339248 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -38595616.000000 Penalty: 6321.756348
	Iteration 80F: 3 clusters Score -3.859562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339250 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -38595616.000000 Penalty: 6321.756348
	Iteration 81Q: 3 clusters Score -3.859562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339253 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -38595616.000000 Penalty: 6321.756348
	Iteration 82Q: 3 clusters Score -3.859562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339260 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -38595640.000000 Penalty: 6321.756348
	Iteration 83Q: 3 clusters Score -3.859564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339262 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -38595652.000000 Penalty: 6321.756348
	Iteration 84Q: 3 clusters Score -3.859565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339264 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -38595644.000000 Penalty: 6321.756348
	Iteration 85Q: 3 clusters Score -3.859564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339268 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -38595640.000000 Penalty: 6321.756348
	Iteration 86Q: 3 clusters Score -3.859564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339271 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -38595628.000000 Penalty: 6321.756348
	Iteration 87Q: 3 clusters Score -3.859563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339273 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -38595636.000000 Penalty: 6321.756348
	Iteration 88Q: 3 clusters Score -3.859564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339274 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -38595628.000000 Penalty: 6321.756348
	Iteration 89Q: 3 clusters Score -3.859563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339273 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -38595636.000000 Penalty: 6321.756348
	Iteration 90Q: 3 clusters Score -3.859564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339274 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -38595640.000000 Penalty: 6321.756348
	Iteration 91Q: 3 clusters Score -3.859564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339274 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -38595640.000000 Penalty: 6321.756348
	Iteration 92F: 3 clusters Score -3.859564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 63263 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23632 members 
Mstep: Class 9 contains 41656 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103823 members 
Mstep: Class 13 contains 47444 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21518 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19483 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 339274 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14276 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 3723 members 
Entering Unmasked Estep 
Score: -110915800.000000 Penalty: 154325.625000
Splitting cluster 33 changes total score from -110915784.000000 to -110915800.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -336582.875000 Penalty: 1984.003540
	Iteration 0F: 2 clusters Score -336582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -333328.531250 Penalty: 3968.007080
	Iteration 0F: 3 clusters Score -333328.5 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -333989.250000 Penalty: 3968.007080
	Iteration 1F: 3 clusters Score -333989.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -334145.218750 Penalty: 3968.007080
	Iteration 2F: 3 clusters Score -334145.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -334222.562500 Penalty: 3968.007080
	Iteration 3Q: 3 clusters Score -334222.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -334268.375000 Penalty: 3968.007080
	Iteration 4Q: 3 clusters Score -334268.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -334301.500000 Penalty: 3968.007080
	Iteration 5Q: 3 clusters Score -334301.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -334324.562500 Penalty: 3968.007080
	Iteration 6Q: 3 clusters Score -334324.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -334345.000000 Penalty: 3968.007080
	Iteration 7Q: 3 clusters Score -334345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -334355.187500 Penalty: 3968.007080
	Iteration 8Q: 3 clusters Score -334355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -334366.406250 Penalty: 3968.007080
	Iteration 9Q: 3 clusters Score -334366.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -334376.437500 Penalty: 3968.007080
	Iteration 10Q: 3 clusters Score -334376.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -334385.718750 Penalty: 3968.007080
	Iteration 11Q: 3 clusters Score -334385.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -334392.375000 Penalty: 3968.007080
	Iteration 12Q: 3 clusters Score -334392.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -334399.968750 Penalty: 3968.007080
	Iteration 13Q: 3 clusters Score -334400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -334410.250000 Penalty: 3968.007080
	Iteration 14Q: 3 clusters Score -334410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -334422.718750 Penalty: 3968.007080
	Iteration 15Q: 3 clusters Score -334422.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -334428.875000 Penalty: 3968.007080
	Iteration 16Q: 3 clusters Score -334428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -334437.718750 Penalty: 3968.007080
	Iteration 17Q: 3 clusters Score -334437.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -334443.937500 Penalty: 3968.007080
	Iteration 18Q: 3 clusters Score -334443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -334445.937500 Penalty: 3968.007080
	Iteration 19Q: 3 clusters Score -334445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -334448.750000 Penalty: 3968.007080
	Iteration 20F: 3 clusters Score -334448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -334449.968750 Penalty: 3968.007080
	Iteration 21Q: 3 clusters Score -334450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -334451.437500 Penalty: 3968.007080
	Iteration 22Q: 3 clusters Score -334451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -334452.687500 Penalty: 3968.007080
	Iteration 23Q: 3 clusters Score -334452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -334452.687500 Penalty: 3968.007080
	Iteration 24F: 3 clusters Score -334452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44051.347656 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44051.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44268.718750 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44268.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44323.156250 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -44323.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44337.371094 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44337.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44359.003906 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44379.117188 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44379.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44390.367188 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44390.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44403.035156 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44403.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44410.320312 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44410.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44414.269531 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44414.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44414.957031 Penalty: 3066.314209
	Iteration 10F: 3 clusters Score -44414.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44454.074219 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44454.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44473.726562 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44473.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44497.941406 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -44497.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44512.660156 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -44512.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44522.171875 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -44522.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44538.183594 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -44538.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44549.789062 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -44549.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44572.570312 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -44572.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44604.476562 Penalty: 3066.314209
	Iteration 19Q: 3 clusters Score -44604.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44638.589844 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -44638.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44760.402344 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -44760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44801.433594 Penalty: 3066.314209
	Iteration 22Q: 3 clusters Score -44801.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44852.199219 Penalty: 3066.314209
	Iteration 23Q: 3 clusters Score -44852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44878.753906 Penalty: 3066.314209
	Iteration 24Q: 3 clusters Score -44878.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44904.804688 Penalty: 3066.314209
	Iteration 25Q: 3 clusters Score -44904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44922.445312 Penalty: 3066.314209
	Iteration 26Q: 3 clusters Score -44922.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44942.585938 Penalty: 3066.314209
	Iteration 27Q: 3 clusters Score -44942.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44942.585938 Penalty: 3066.314209
	Iteration 28F: 3 clusters Score -44942.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Entering Unmasked Estep 
Score: -3296629.750000 Penalty: 2569.545410
	Iteration 0F: 2 clusters Score -3296630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3275205.750000 Penalty: 5139.090820
	Iteration 0F: 3 clusters Score -3275206 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3282929.250000 Penalty: 5139.090820
	Iteration 1F: 3 clusters Score -3282929 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3283503.250000 Penalty: 5139.090820
	Iteration 2Q: 3 clusters Score -3283503 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3284143.000000 Penalty: 5139.090820
	Iteration 3Q: 3 clusters Score -3284143 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3284853.500000 Penalty: 5139.090820
	Iteration 4Q: 3 clusters Score -3284854 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3285608.750000 Penalty: 5139.090820
	Iteration 5Q: 3 clusters Score -3285609 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3286389.000000 Penalty: 5139.090820
	Iteration 6Q: 3 clusters Score -3286389 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3287291.750000 Penalty: 5139.090820
	Iteration 7F: 3 clusters Score -3287292 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3288285.250000 Penalty: 5139.090820
	Iteration 8F: 3 clusters Score -3288285 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3289184.500000 Penalty: 5139.090820
	Iteration 9F: 3 clusters Score -3289184 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3289861.000000 Penalty: 5139.090820
	Iteration 10Q: 3 clusters Score -3289861 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3290273.000000 Penalty: 5139.090820
	Iteration 11Q: 3 clusters Score -3290273 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3290569.750000 Penalty: 5139.090820
	Iteration 12Q: 3 clusters Score -3290570 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3290759.250000 Penalty: 5139.090820
	Iteration 13Q: 3 clusters Score -3290759 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3290903.750000 Penalty: 5139.090820
	Iteration 14Q: 3 clusters Score -3290904 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3291020.500000 Penalty: 5139.090820
	Iteration 15Q: 3 clusters Score -3291020 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3291136.000000 Penalty: 5139.090820
	Iteration 16Q: 3 clusters Score -3291136 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3291239.000000 Penalty: 5139.090820
	Iteration 17Q: 3 clusters Score -3291239 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3291357.000000 Penalty: 5139.090820
	Iteration 18Q: 3 clusters Score -3291357 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3291466.250000 Penalty: 5139.090820
	Iteration 19Q: 3 clusters Score -3291466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3291576.000000 Penalty: 5139.090820
	Iteration 20F: 3 clusters Score -3291576 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3291674.250000 Penalty: 5139.090820
	Iteration 21Q: 3 clusters Score -3291674 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3291785.250000 Penalty: 5139.090820
	Iteration 22Q: 3 clusters Score -3291785 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3291880.750000 Penalty: 5139.090820
	Iteration 23Q: 3 clusters Score -3291881 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3292019.500000 Penalty: 5139.090820
	Iteration 24Q: 3 clusters Score -3292020 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3292158.000000 Penalty: 5139.090820
	Iteration 25Q: 3 clusters Score -3292158 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3292326.750000 Penalty: 5139.090820
	Iteration 26Q: 3 clusters Score -3292327 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3292452.750000 Penalty: 5139.090820
	Iteration 27Q: 3 clusters Score -3292453 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3292625.000000 Penalty: 5139.090820
	Iteration 28Q: 3 clusters Score -3292625 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3292811.750000 Penalty: 5139.090820
	Iteration 29Q: 3 clusters Score -3292812 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3292998.500000 Penalty: 5139.090820
	Iteration 30Q: 3 clusters Score -3292998 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3293210.000000 Penalty: 5139.090820
	Iteration 31Q: 3 clusters Score -3293210 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3293427.250000 Penalty: 5139.090820
	Iteration 32Q: 3 clusters Score -3293427 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3293666.000000 Penalty: 5139.090820
	Iteration 33Q: 3 clusters Score -3293666 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3293877.000000 Penalty: 5139.090820
	Iteration 34Q: 3 clusters Score -3293877 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3294038.750000 Penalty: 5139.090820
	Iteration 35Q: 3 clusters Score -3294039 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3294167.250000 Penalty: 5139.090820
	Iteration 36Q: 3 clusters Score -3294167 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3294287.000000 Penalty: 5139.090820
	Iteration 37Q: 3 clusters Score -3294287 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3294374.000000 Penalty: 5139.090820
	Iteration 38Q: 3 clusters Score -3294374 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3294440.250000 Penalty: 5139.090820
	Iteration 39Q: 3 clusters Score -3294440 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3294512.250000 Penalty: 5139.090820
	Iteration 40F: 3 clusters Score -3294512 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3294551.250000 Penalty: 5139.090820
	Iteration 41Q: 3 clusters Score -3294551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3294603.750000 Penalty: 5139.090820
	Iteration 42Q: 3 clusters Score -3294604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3294636.250000 Penalty: 5139.090820
	Iteration 43Q: 3 clusters Score -3294636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3294663.750000 Penalty: 5139.090820
	Iteration 44Q: 3 clusters Score -3294664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3294694.500000 Penalty: 5139.090820
	Iteration 45Q: 3 clusters Score -3294694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3294714.250000 Penalty: 5139.090820
	Iteration 46Q: 3 clusters Score -3294714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3294718.500000 Penalty: 5139.090820
	Iteration 47Q: 3 clusters Score -3294718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3294741.000000 Penalty: 5139.090820
	Iteration 48Q: 3 clusters Score -3294741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3294758.250000 Penalty: 5139.090820
	Iteration 49Q: 3 clusters Score -3294758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3294779.000000 Penalty: 5139.090820
	Iteration 50Q: 3 clusters Score -3294779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3294802.250000 Penalty: 5139.090820
	Iteration 51Q: 3 clusters Score -3294802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3294816.000000 Penalty: 5139.090820
	Iteration 52Q: 3 clusters Score -3294816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3294849.750000 Penalty: 5139.090820
	Iteration 53Q: 3 clusters Score -3294850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3294884.250000 Penalty: 5139.090820
	Iteration 54Q: 3 clusters Score -3294884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3294924.250000 Penalty: 5139.090820
	Iteration 55Q: 3 clusters Score -3294924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3294981.000000 Penalty: 5139.090820
	Iteration 56Q: 3 clusters Score -3294981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3295032.000000 Penalty: 5139.090820
	Iteration 57Q: 3 clusters Score -3295032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3295079.750000 Penalty: 5139.090820
	Iteration 58Q: 3 clusters Score -3295080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3295124.750000 Penalty: 5139.090820
	Iteration 59Q: 3 clusters Score -3295125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3295159.250000 Penalty: 5139.090820
	Iteration 60F: 3 clusters Score -3295159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3295193.750000 Penalty: 5139.090820
	Iteration 61Q: 3 clusters Score -3295194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3295212.250000 Penalty: 5139.090820
	Iteration 62Q: 3 clusters Score -3295212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3295234.250000 Penalty: 5139.090820
	Iteration 63Q: 3 clusters Score -3295234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3295239.000000 Penalty: 5139.090820
	Iteration 64Q: 3 clusters Score -3295239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3295255.250000 Penalty: 5139.090820
	Iteration 65Q: 3 clusters Score -3295255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3295255.750000 Penalty: 5139.090820
	Iteration 66Q: 3 clusters Score -3295256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3295257.250000 Penalty: 5139.090820
	Iteration 67Q: 3 clusters Score -3295257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3295257.500000 Penalty: 5139.090820
	Iteration 68Q: 3 clusters Score -3295258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3295263.250000 Penalty: 5139.090820
	Iteration 69Q: 3 clusters Score -3295263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3295260.250000 Penalty: 5139.090820
	Iteration 70Q: 3 clusters Score -3295260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3295263.750000 Penalty: 5139.090820
	Iteration 71Q: 3 clusters Score -3295264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3295263.000000 Penalty: 5139.090820
	Iteration 72Q: 3 clusters Score -3295263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3295262.500000 Penalty: 5139.090820
	Iteration 73Q: 3 clusters Score -3295262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3295265.500000 Penalty: 5139.090820
	Iteration 74Q: 3 clusters Score -3295266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3295267.750000 Penalty: 5139.090820
	Iteration 75Q: 3 clusters Score -3295268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3295265.250000 Penalty: 5139.090820
	Iteration 76Q: 3 clusters Score -3295265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3295264.250000 Penalty: 5139.090820
	Iteration 77Q: 3 clusters Score -3295264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3295266.500000 Penalty: 5139.090820
	Iteration 78Q: 3 clusters Score -3295266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3295264.750000 Penalty: 5139.090820
	Iteration 79Q: 3 clusters Score -3295265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3295270.750000 Penalty: 5139.090820
	Iteration 80F: 3 clusters Score -3295271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3295270.000000 Penalty: 5139.090820
	Iteration 81Q: 3 clusters Score -3295270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3295270.000000 Penalty: 5139.090820
	Iteration 82Q: 3 clusters Score -3295270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3295268.750000 Penalty: 5139.090820
	Iteration 83Q: 3 clusters Score -3295269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3295270.750000 Penalty: 5139.090820
	Iteration 84Q: 3 clusters Score -3295271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3295270.750000 Penalty: 5139.090820
	Iteration 85F: 3 clusters Score -3295271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -564239.875000 Penalty: 2114.141602
	Iteration 0F: 2 clusters Score -564239.9 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 2491 members 
Entering Unmasked Estep 
Score: -559673.750000 Penalty: 4228.283203
	Iteration 0F: 3 clusters Score -559673.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -560667.625000 Penalty: 4228.283203
	Iteration 1F: 3 clusters Score -560667.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560845.187500 Penalty: 4228.283203
	Iteration 2F: 3 clusters Score -560845.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -560957.562500 Penalty: 4228.283203
	Iteration 3Q: 3 clusters Score -560957.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -561053.125000 Penalty: 4228.283203
	Iteration 4Q: 3 clusters Score -561053.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -561125.625000 Penalty: 4228.283203
	Iteration 5Q: 3 clusters Score -561125.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -561180.375000 Penalty: 4228.283203
	Iteration 6Q: 3 clusters Score -561180.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -561217.625000 Penalty: 4228.283203
	Iteration 7Q: 3 clusters Score -561217.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -561244.250000 Penalty: 4228.283203
	Iteration 8Q: 3 clusters Score -561244.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -561274.562500 Penalty: 4228.283203
	Iteration 9Q: 3 clusters Score -561274.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -561294.000000 Penalty: 4228.283203
	Iteration 10Q: 3 clusters Score -561294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -561310.937500 Penalty: 4228.283203
	Iteration 11Q: 3 clusters Score -561310.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -561328.062500 Penalty: 4228.283203
	Iteration 12Q: 3 clusters Score -561328.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -561344.500000 Penalty: 4228.283203
	Iteration 13Q: 3 clusters Score -561344.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -561360.437500 Penalty: 4228.283203
	Iteration 14Q: 3 clusters Score -561360.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -561376.937500 Penalty: 4228.283203
	Iteration 15Q: 3 clusters Score -561376.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -561395.937500 Penalty: 4228.283203
	Iteration 16Q: 3 clusters Score -561395.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -561414.500000 Penalty: 4228.283203
	Iteration 17Q: 3 clusters Score -561414.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -561428.437500 Penalty: 4228.283203
	Iteration 18Q: 3 clusters Score -561428.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -561436.000000 Penalty: 4228.283203
	Iteration 19Q: 3 clusters Score -561436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -561451.937500 Penalty: 4228.283203
	Iteration 20F: 3 clusters Score -561451.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -561467.562500 Penalty: 4228.283203
	Iteration 21Q: 3 clusters Score -561467.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -561486.750000 Penalty: 4228.283203
	Iteration 22Q: 3 clusters Score -561486.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -561508.125000 Penalty: 4228.283203
	Iteration 23Q: 3 clusters Score -561508.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -561526.750000 Penalty: 4228.283203
	Iteration 24Q: 3 clusters Score -561526.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -561544.687500 Penalty: 4228.283203
	Iteration 25Q: 3 clusters Score -561544.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -561564.312500 Penalty: 4228.283203
	Iteration 26Q: 3 clusters Score -561564.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -561584.937500 Penalty: 4228.283203
	Iteration 27Q: 3 clusters Score -561584.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -561609.687500 Penalty: 4228.283203
	Iteration 28Q: 3 clusters Score -561609.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -561643.875000 Penalty: 4228.283203
	Iteration 29Q: 3 clusters Score -561643.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -561677.125000 Penalty: 4228.283203
	Iteration 30Q: 3 clusters Score -561677.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -561711.125000 Penalty: 4228.283203
	Iteration 31Q: 3 clusters Score -561711.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -561753.125000 Penalty: 4228.283203
	Iteration 32Q: 3 clusters Score -561753.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -561801.187500 Penalty: 4228.283203
	Iteration 33Q: 3 clusters Score -561801.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -561846.062500 Penalty: 4228.283203
	Iteration 34Q: 3 clusters Score -561846.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -561904.250000 Penalty: 4228.283203
	Iteration 35Q: 3 clusters Score -561904.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -561967.000000 Penalty: 4228.283203
	Iteration 36Q: 3 clusters Score -561967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -562012.625000 Penalty: 4228.283203
	Iteration 37Q: 3 clusters Score -562012.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -562055.812500 Penalty: 4228.283203
	Iteration 38Q: 3 clusters Score -562055.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -562093.687500 Penalty: 4228.283203
	Iteration 39Q: 3 clusters Score -562093.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -562134.625000 Penalty: 4228.283203
	Iteration 40F: 3 clusters Score -562134.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -562162.875000 Penalty: 4228.283203
	Iteration 41Q: 3 clusters Score -562162.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -562190.687500 Penalty: 4228.283203
	Iteration 42Q: 3 clusters Score -562190.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -562219.437500 Penalty: 4228.283203
	Iteration 43Q: 3 clusters Score -562219.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -562238.812500 Penalty: 4228.283203
	Iteration 44Q: 3 clusters Score -562238.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -562260.687500 Penalty: 4228.283203
	Iteration 45Q: 3 clusters Score -562260.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -562273.750000 Penalty: 4228.283203
	Iteration 46Q: 3 clusters Score -562273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -562286.125000 Penalty: 4228.283203
	Iteration 47Q: 3 clusters Score -562286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -562296.250000 Penalty: 4228.283203
	Iteration 48Q: 3 clusters Score -562296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -562306.000000 Penalty: 4228.283203
	Iteration 49Q: 3 clusters Score -562306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -562312.500000 Penalty: 4228.283203
	Iteration 50Q: 3 clusters Score -562312.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -562322.000000 Penalty: 4228.283203
	Iteration 51Q: 3 clusters Score -562322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -562329.437500 Penalty: 4228.283203
	Iteration 52Q: 3 clusters Score -562329.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -562335.437500 Penalty: 4228.283203
	Iteration 53Q: 3 clusters Score -562335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -562339.562500 Penalty: 4228.283203
	Iteration 54Q: 3 clusters Score -562339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -562345.437500 Penalty: 4228.283203
	Iteration 55Q: 3 clusters Score -562345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -562349.437500 Penalty: 4228.283203
	Iteration 56Q: 3 clusters Score -562349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -562355.125000 Penalty: 4228.283203
	Iteration 57Q: 3 clusters Score -562355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -562360.062500 Penalty: 4228.283203
	Iteration 58Q: 3 clusters Score -562360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -562363.312500 Penalty: 4228.283203
	Iteration 59Q: 3 clusters Score -562363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -562364.437500 Penalty: 4228.283203
	Iteration 60F: 3 clusters Score -562364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -562365.375000 Penalty: 4228.283203
	Iteration 61Q: 3 clusters Score -562365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -562365.375000 Penalty: 4228.283203
	Iteration 62F: 3 clusters Score -562365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34370.753906 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34370.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34473.964844 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34473.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34506.250000 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34506.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34537.914062 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34537.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34561.496094 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34566.296875 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34566.296875 Penalty: 2916.744385
	Iteration 6F: 3 clusters Score -34566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Entering Unmasked Estep 
Score: -1394552.750000 Penalty: 2341.243896
	Iteration 0F: 2 clusters Score -1394553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1385168.875000 Penalty: 4682.487793
	Iteration 0F: 3 clusters Score -1385169 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1388064.375000 Penalty: 4682.487793
	Iteration 1F: 3 clusters Score -1388064 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1388421.125000 Penalty: 4682.487793
	Iteration 2F: 3 clusters Score -1388421 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1388678 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1388875 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1389028.500000 Penalty: 4682.487793
	Iteration 5Q: 3 clusters Score -1389028 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1389192 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1389344.375000 Penalty: 4682.487793
	Iteration 7Q: 3 clusters Score -1389344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1389491.500000 Penalty: 4682.487793
	Iteration 8Q: 3 clusters Score -1389492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1389614.250000 Penalty: 4682.487793
	Iteration 9Q: 3 clusters Score -1389614 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1389736.875000 Penalty: 4682.487793
	Iteration 10Q: 3 clusters Score -1389737 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1389861.000000 Penalty: 4682.487793
	Iteration 11Q: 3 clusters Score -1389861 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1389973.125000 Penalty: 4682.487793
	Iteration 12Q: 3 clusters Score -1389973 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1390077.375000 Penalty: 4682.487793
	Iteration 13Q: 3 clusters Score -1390077 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1390191.250000 Penalty: 4682.487793
	Iteration 14Q: 3 clusters Score -1390191 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1390298.625000 Penalty: 4682.487793
	Iteration 15Q: 3 clusters Score -1390299 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1390416.000000 Penalty: 4682.487793
	Iteration 16Q: 3 clusters Score -1390416 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1390550.125000 Penalty: 4682.487793
	Iteration 17Q: 3 clusters Score -1390550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1390668.625000 Penalty: 4682.487793
	Iteration 18Q: 3 clusters Score -1390669 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1390785.125000 Penalty: 4682.487793
	Iteration 19Q: 3 clusters Score -1390785 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1390909.875000 Penalty: 4682.487793
	Iteration 20F: 3 clusters Score -1390910 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1391048.250000 Penalty: 4682.487793
	Iteration 21Q: 3 clusters Score -1391048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1391184.125000 Penalty: 4682.487793
	Iteration 22Q: 3 clusters Score -1391184 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1391321.250000 Penalty: 4682.487793
	Iteration 23Q: 3 clusters Score -1391321 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1391444.125000 Penalty: 4682.487793
	Iteration 24Q: 3 clusters Score -1391444 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1391547.500000 Penalty: 4682.487793
	Iteration 25Q: 3 clusters Score -1391548 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1391637.250000 Penalty: 4682.487793
	Iteration 26Q: 3 clusters Score -1391637 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1391726.000000 Penalty: 4682.487793
	Iteration 27Q: 3 clusters Score -1391726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1391806.500000 Penalty: 4682.487793
	Iteration 28Q: 3 clusters Score -1391806 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1391873 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1391943.000000 Penalty: 4682.487793
	Iteration 30Q: 3 clusters Score -1391943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1392011.375000 Penalty: 4682.487793
	Iteration 31Q: 3 clusters Score -1392011 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1392071.000000 Penalty: 4682.487793
	Iteration 32Q: 3 clusters Score -1392071 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1392126.625000 Penalty: 4682.487793
	Iteration 33Q: 3 clusters Score -1392127 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1392172.750000 Penalty: 4682.487793
	Iteration 34Q: 3 clusters Score -1392173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1392208.750000 Penalty: 4682.487793
	Iteration 35Q: 3 clusters Score -1392209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1392238.625000 Penalty: 4682.487793
	Iteration 36Q: 3 clusters Score -1392239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1392268.875000 Penalty: 4682.487793
	Iteration 37Q: 3 clusters Score -1392269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1392310.750000 Penalty: 4682.487793
	Iteration 38Q: 3 clusters Score -1392311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1392341.250000 Penalty: 4682.487793
	Iteration 39Q: 3 clusters Score -1392341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1392359.375000 Penalty: 4682.487793
	Iteration 40F: 3 clusters Score -1392359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1392381.375000 Penalty: 4682.487793
	Iteration 41Q: 3 clusters Score -1392381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1392406.750000 Penalty: 4682.487793
	Iteration 42Q: 3 clusters Score -1392407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1392426.250000 Penalty: 4682.487793
	Iteration 43Q: 3 clusters Score -1392426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1392442.000000 Penalty: 4682.487793
	Iteration 44Q: 3 clusters Score -1392442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1392457.375000 Penalty: 4682.487793
	Iteration 45Q: 3 clusters Score -1392457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1392466.500000 Penalty: 4682.487793
	Iteration 46Q: 3 clusters Score -1392466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1392476.375000 Penalty: 4682.487793
	Iteration 47Q: 3 clusters Score -1392476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1392484.250000 Penalty: 4682.487793
	Iteration 48Q: 3 clusters Score -1392484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1392489.125000 Penalty: 4682.487793
	Iteration 49Q: 3 clusters Score -1392489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1392496.375000 Penalty: 4682.487793
	Iteration 50Q: 3 clusters Score -1392496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1392507.250000 Penalty: 4682.487793
	Iteration 51Q: 3 clusters Score -1392507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1392515.125000 Penalty: 4682.487793
	Iteration 52Q: 3 clusters Score -1392515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1392520.250000 Penalty: 4682.487793
	Iteration 53Q: 3 clusters Score -1392520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1392524.375000 Penalty: 4682.487793
	Iteration 54Q: 3 clusters Score -1392524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1392524.875000 Penalty: 4682.487793
	Iteration 55Q: 3 clusters Score -1392525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1392526.000000 Penalty: 4682.487793
	Iteration 56Q: 3 clusters Score -1392526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1392530.625000 Penalty: 4682.487793
	Iteration 57Q: 3 clusters Score -1392531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1392535.750000 Penalty: 4682.487793
	Iteration 58Q: 3 clusters Score -1392536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1392537.375000 Penalty: 4682.487793
	Iteration 59Q: 3 clusters Score -1392537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1392535.500000 Penalty: 4682.487793
	Iteration 60F: 3 clusters Score -1392536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1392539.250000 Penalty: 4682.487793
	Iteration 61Q: 3 clusters Score -1392539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1392543.125000 Penalty: 4682.487793
	Iteration 62Q: 3 clusters Score -1392543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1392543.750000 Penalty: 4682.487793
	Iteration 63Q: 3 clusters Score -1392544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1392546.000000 Penalty: 4682.487793
	Iteration 64Q: 3 clusters Score -1392546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1392549.250000 Penalty: 4682.487793
	Iteration 65Q: 3 clusters Score -1392549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1392553.625000 Penalty: 4682.487793
	Iteration 66Q: 3 clusters Score -1392554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1392558.125000 Penalty: 4682.487793
	Iteration 67Q: 3 clusters Score -1392558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1392559.125000 Penalty: 4682.487793
	Iteration 68Q: 3 clusters Score -1392559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1392565.125000 Penalty: 4682.487793
	Iteration 69Q: 3 clusters Score -1392565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1392567.000000 Penalty: 4682.487793
	Iteration 70Q: 3 clusters Score -1392567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1392568.500000 Penalty: 4682.487793
	Iteration 71Q: 3 clusters Score -1392568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1392568.875000 Penalty: 4682.487793
	Iteration 72Q: 3 clusters Score -1392569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1392569.625000 Penalty: 4682.487793
	Iteration 73Q: 3 clusters Score -1392570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1392570.875000 Penalty: 4682.487793
	Iteration 74Q: 3 clusters Score -1392571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1392572.750000 Penalty: 4682.487793
	Iteration 75Q: 3 clusters Score -1392573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1392573.500000 Penalty: 4682.487793
	Iteration 76Q: 3 clusters Score -1392574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1392576.750000 Penalty: 4682.487793
	Iteration 77Q: 3 clusters Score -1392577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1392576.500000 Penalty: 4682.487793
	Iteration 78Q: 3 clusters Score -1392576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1392577.000000 Penalty: 4682.487793
	Iteration 79Q: 3 clusters Score -1392577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1392578.000000 Penalty: 4682.487793
	Iteration 80F: 3 clusters Score -1392578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1392578.750000 Penalty: 4682.487793
	Iteration 81Q: 3 clusters Score -1392579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1392578.375000 Penalty: 4682.487793
	Iteration 82Q: 3 clusters Score -1392578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1392578.375000 Penalty: 4682.487793
	Iteration 83F: 3 clusters Score -1392578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -704175.187500 Penalty: 2173.136230
	Iteration 0F: 2 clusters Score -704175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -698847.250000 Penalty: 4346.272461
	Iteration 0F: 3 clusters Score -698847.2 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -700224.562500 Penalty: 4346.272461
	Iteration 1F: 3 clusters Score -700224.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -700501.937500 Penalty: 4346.272461
	Iteration 2F: 3 clusters Score -700501.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -700729.000000 Penalty: 4346.272461
	Iteration 3F: 3 clusters Score -700729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -700924.625000 Penalty: 4346.272461
	Iteration 4Q: 3 clusters Score -700924.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -701068.125000 Penalty: 4346.272461
	Iteration 5Q: 3 clusters Score -701068.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -701191.375000 Penalty: 4346.272461
	Iteration 6Q: 3 clusters Score -701191.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -701322.625000 Penalty: 4346.272461
	Iteration 7Q: 3 clusters Score -701322.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -701473.812500 Penalty: 4346.272461
	Iteration 8Q: 3 clusters Score -701473.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -701665.750000 Penalty: 4346.272461
	Iteration 9Q: 3 clusters Score -701665.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -701923.625000 Penalty: 4346.272461
	Iteration 10Q: 3 clusters Score -701923.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -702325.562500 Penalty: 4346.272461
	Iteration 11F: 3 clusters Score -702325.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -702802.500000 Penalty: 4346.272461
	Iteration 12F: 3 clusters Score -702802.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -703426.625000 Penalty: 4346.272461
	Iteration 13F: 3 clusters Score -703426.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -703881.750000 Penalty: 4346.272461
	Iteration 14Q: 3 clusters Score -703881.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -703976.062500 Penalty: 4346.272461
	Iteration 15Q: 3 clusters Score -703976.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -704004.937500 Penalty: 4346.272461
	Iteration 16Q: 3 clusters Score -704004.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -704011.937500 Penalty: 4346.272461
	Iteration 17Q: 3 clusters Score -704011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -704013.312500 Penalty: 4346.272461
	Iteration 18Q: 3 clusters Score -704013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -704015.062500 Penalty: 4346.272461
	Iteration 19Q: 3 clusters Score -704015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -704015.375000 Penalty: 4346.272461
	Iteration 20F: 3 clusters Score -704015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -704017.750000 Penalty: 4346.272461
	Iteration 21Q: 3 clusters Score -704017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -704017.625000 Penalty: 4346.272461
	Iteration 22Q: 3 clusters Score -704017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -704019.187500 Penalty: 4346.272461
	Iteration 23Q: 3 clusters Score -704019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -704018.750000 Penalty: 4346.272461
	Iteration 24Q: 3 clusters Score -704018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -704021.250000 Penalty: 4346.272461
	Iteration 25Q: 3 clusters Score -704021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -704021.250000 Penalty: 4346.272461
	Iteration 26F: 3 clusters Score -704021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23924.558594 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23924.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24068.701172 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24068.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24169.798828 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24243.884766 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24243.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24298.511719 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24298.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24330.636719 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24330.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24357.007812 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24357.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24374.480469 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24374.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24397.632812 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24397.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24414.089844 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24414.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24460.017578 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24460.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24471.828125 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24471.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24486.753906 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24486.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24507.068359 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -24507.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24521.544922 Penalty: 2815.669922
	Iteration 14Q: 3 clusters Score -24521.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24531.906250 Penalty: 2815.669922
	Iteration 15Q: 3 clusters Score -24531.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24541.808594 Penalty: 2815.669922
	Iteration 16Q: 3 clusters Score -24541.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24550.677734 Penalty: 2815.669922
	Iteration 17Q: 3 clusters Score -24550.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24569.921875 Penalty: 2815.669922
	Iteration 18Q: 3 clusters Score -24569.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24624.160156 Penalty: 2815.669922
	Iteration 19Q: 3 clusters Score -24624.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24670.162109 Penalty: 2815.669922
	Iteration 20F: 3 clusters Score -24670.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24769.652344 Penalty: 2815.669922
	Iteration 21Q: 3 clusters Score -24769.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24789.339844 Penalty: 2815.669922
	Iteration 22Q: 3 clusters Score -24789.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24849.632812 Penalty: 2815.669922
	Iteration 23Q: 3 clusters Score -24849.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25041.035156 Penalty: 2815.669922
	Iteration 24Q: 3 clusters Score -25041.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25080.888672 Penalty: 2815.669922
	Iteration 25Q: 3 clusters Score -25080.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25094.628906 Penalty: 2815.669922
	Iteration 26Q: 3 clusters Score -25094.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25122.251953 Penalty: 2815.669922
	Iteration 27Q: 3 clusters Score -25122.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25125.294922 Penalty: 2815.669922
	Iteration 28Q: 3 clusters Score -25125.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25132.046875 Penalty: 2815.669922
	Iteration 29Q: 3 clusters Score -25132.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25138.941406 Penalty: 2815.669922
	Iteration 30Q: 3 clusters Score -25138.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25138.941406 Penalty: 2815.669922
	Iteration 31F: 3 clusters Score -25138.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1650012.000000 Penalty: 2372.450928
	Iteration 0F: 2 clusters Score -1650012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1639689.375000 Penalty: 4744.901855
	Iteration 0F: 3 clusters Score -1639689 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1642889.000000 Penalty: 4744.901855
	Iteration 1F: 3 clusters Score -1642889 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1643207.750000 Penalty: 4744.901855
	Iteration 2F: 3 clusters Score -1643208 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1643449.125000 Penalty: 4744.901855
	Iteration 3Q: 3 clusters Score -1643449 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1643619.000000 Penalty: 4744.901855
	Iteration 4Q: 3 clusters Score -1643619 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1643771.625000 Penalty: 4744.901855
	Iteration 5Q: 3 clusters Score -1643772 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1643906.000000 Penalty: 4744.901855
	Iteration 6Q: 3 clusters Score -1643906 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1644048.625000 Penalty: 4744.901855
	Iteration 7Q: 3 clusters Score -1644049 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1644207.625000 Penalty: 4744.901855
	Iteration 8Q: 3 clusters Score -1644208 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1644385.125000 Penalty: 4744.901855
	Iteration 9Q: 3 clusters Score -1644385 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1644556.000000 Penalty: 4744.901855
	Iteration 10Q: 3 clusters Score -1644556 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1644756.125000 Penalty: 4744.901855
	Iteration 11Q: 3 clusters Score -1644756 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1644962.750000 Penalty: 4744.901855
	Iteration 12Q: 3 clusters Score -1644963 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1645183.250000 Penalty: 4744.901855
	Iteration 13Q: 3 clusters Score -1645183 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1645385.375000 Penalty: 4744.901855
	Iteration 14Q: 3 clusters Score -1645385 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1645580.125000 Penalty: 4744.901855
	Iteration 15Q: 3 clusters Score -1645580 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1645802.125000 Penalty: 4744.901855
	Iteration 16Q: 3 clusters Score -1645802 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1646037.125000 Penalty: 4744.901855
	Iteration 17Q: 3 clusters Score -1646037 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1646243.250000 Penalty: 4744.901855
	Iteration 18Q: 3 clusters Score -1646243 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1646419.625000 Penalty: 4744.901855
	Iteration 19Q: 3 clusters Score -1646420 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1646556.500000 Penalty: 4744.901855
	Iteration 20F: 3 clusters Score -1646556 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1646660.375000 Penalty: 4744.901855
	Iteration 21Q: 3 clusters Score -1646660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1646733.250000 Penalty: 4744.901855
	Iteration 22Q: 3 clusters Score -1646733 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1646787.000000 Penalty: 4744.901855
	Iteration 23Q: 3 clusters Score -1646787 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1646828.500000 Penalty: 4744.901855
	Iteration 24Q: 3 clusters Score -1646828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1646861.125000 Penalty: 4744.901855
	Iteration 25Q: 3 clusters Score -1646861 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1646891.500000 Penalty: 4744.901855
	Iteration 26Q: 3 clusters Score -1646892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1646927.125000 Penalty: 4744.901855
	Iteration 27Q: 3 clusters Score -1646927 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1646959.250000 Penalty: 4744.901855
	Iteration 28Q: 3 clusters Score -1646959 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1646996.125000 Penalty: 4744.901855
	Iteration 29Q: 3 clusters Score -1646996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1647031.250000 Penalty: 4744.901855
	Iteration 30Q: 3 clusters Score -1647031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1647061.375000 Penalty: 4744.901855
	Iteration 31Q: 3 clusters Score -1647061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1647088.750000 Penalty: 4744.901855
	Iteration 32Q: 3 clusters Score -1647089 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1647121.625000 Penalty: 4744.901855
	Iteration 33Q: 3 clusters Score -1647122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1647180.000000 Penalty: 4744.901855
	Iteration 34Q: 3 clusters Score -1647180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1647228.875000 Penalty: 4744.901855
	Iteration 35Q: 3 clusters Score -1647229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1647282.125000 Penalty: 4744.901855
	Iteration 36Q: 3 clusters Score -1647282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1647335.875000 Penalty: 4744.901855
	Iteration 37Q: 3 clusters Score -1647336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1647403.375000 Penalty: 4744.901855
	Iteration 38Q: 3 clusters Score -1647403 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1647456.875000 Penalty: 4744.901855
	Iteration 39Q: 3 clusters Score -1647457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1647513.000000 Penalty: 4744.901855
	Iteration 40F: 3 clusters Score -1647513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1647554.750000 Penalty: 4744.901855
	Iteration 41Q: 3 clusters Score -1647555 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1647605.625000 Penalty: 4744.901855
	Iteration 42Q: 3 clusters Score -1647606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1647652.375000 Penalty: 4744.901855
	Iteration 43Q: 3 clusters Score -1647652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1647685.875000 Penalty: 4744.901855
	Iteration 44Q: 3 clusters Score -1647686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1647712.750000 Penalty: 4744.901855
	Iteration 45Q: 3 clusters Score -1647713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1647731.750000 Penalty: 4744.901855
	Iteration 46Q: 3 clusters Score -1647732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1647744.875000 Penalty: 4744.901855
	Iteration 47Q: 3 clusters Score -1647745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1647766.875000 Penalty: 4744.901855
	Iteration 48Q: 3 clusters Score -1647767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1647780.750000 Penalty: 4744.901855
	Iteration 49Q: 3 clusters Score -1647781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1647802.125000 Penalty: 4744.901855
	Iteration 50Q: 3 clusters Score -1647802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1647815.125000 Penalty: 4744.901855
	Iteration 51Q: 3 clusters Score -1647815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1647829.625000 Penalty: 4744.901855
	Iteration 52Q: 3 clusters Score -1647830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1647838.375000 Penalty: 4744.901855
	Iteration 53Q: 3 clusters Score -1647838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1647854.000000 Penalty: 4744.901855
	Iteration 54Q: 3 clusters Score -1647854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1647860.625000 Penalty: 4744.901855
	Iteration 55Q: 3 clusters Score -1647861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1647874.625000 Penalty: 4744.901855
	Iteration 56Q: 3 clusters Score -1647875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1647887.000000 Penalty: 4744.901855
	Iteration 57Q: 3 clusters Score -1647887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1647901.375000 Penalty: 4744.901855
	Iteration 58Q: 3 clusters Score -1647901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1647908.500000 Penalty: 4744.901855
	Iteration 59Q: 3 clusters Score -1647908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1647914.000000 Penalty: 4744.901855
	Iteration 60F: 3 clusters Score -1647914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1647918.125000 Penalty: 4744.901855
	Iteration 61Q: 3 clusters Score -1647918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1647922.750000 Penalty: 4744.901855
	Iteration 62Q: 3 clusters Score -1647923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1647925.875000 Penalty: 4744.901855
	Iteration 63Q: 3 clusters Score -1647926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1647926.875000 Penalty: 4744.901855
	Iteration 64Q: 3 clusters Score -1647927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1647933.750000 Penalty: 4744.901855
	Iteration 65Q: 3 clusters Score -1647934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1647939.250000 Penalty: 4744.901855
	Iteration 66Q: 3 clusters Score -1647939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1647940.375000 Penalty: 4744.901855
	Iteration 67Q: 3 clusters Score -1647940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1647946.750000 Penalty: 4744.901855
	Iteration 68Q: 3 clusters Score -1647947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1647950.625000 Penalty: 4744.901855
	Iteration 69Q: 3 clusters Score -1647951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1647950.375000 Penalty: 4744.901855
	Iteration 70Q: 3 clusters Score -1647950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1647952.250000 Penalty: 4744.901855
	Iteration 71Q: 3 clusters Score -1647952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1647952.375000 Penalty: 4744.901855
	Iteration 72Q: 3 clusters Score -1647952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1647953.750000 Penalty: 4744.901855
	Iteration 73Q: 3 clusters Score -1647954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1647957.125000 Penalty: 4744.901855
	Iteration 74Q: 3 clusters Score -1647957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1647962.625000 Penalty: 4744.901855
	Iteration 75Q: 3 clusters Score -1647963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1647965.875000 Penalty: 4744.901855
	Iteration 76Q: 3 clusters Score -1647966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1647968.375000 Penalty: 4744.901855
	Iteration 77Q: 3 clusters Score -1647968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1647971.125000 Penalty: 4744.901855
	Iteration 78Q: 3 clusters Score -1647971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1647972.750000 Penalty: 4744.901855
	Iteration 79Q: 3 clusters Score -1647973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1647972.250000 Penalty: 4744.901855
	Iteration 80F: 3 clusters Score -1647972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1647974.625000 Penalty: 4744.901855
	Iteration 81Q: 3 clusters Score -1647975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1647975.625000 Penalty: 4744.901855
	Iteration 82Q: 3 clusters Score -1647976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1647976.125000 Penalty: 4744.901855
	Iteration 83Q: 3 clusters Score -1647976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1647976.625000 Penalty: 4744.901855
	Iteration 84Q: 3 clusters Score -1647977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1647975.750000 Penalty: 4744.901855
	Iteration 85Q: 3 clusters Score -1647976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1647977.500000 Penalty: 4744.901855
	Iteration 86Q: 3 clusters Score -1647978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1647977.875000 Penalty: 4744.901855
	Iteration 87Q: 3 clusters Score -1647978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1647977.875000 Penalty: 4744.901855
	Iteration 88F: 3 clusters Score -1647978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14532.881836 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14532.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14595.269531 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14595.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14615.524414 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14615.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14625.066406 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -14625.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14625.066406 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -14625.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -15189.396484 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -15189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14157.565430 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -14157.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14190.025391 Penalty: 2558.891357
	Iteration 1Q: 3 clusters Score -14190.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14193.908203 Penalty: 2558.891357
	Iteration 2Q: 3 clusters Score -14193.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14193.908203 Penalty: 2558.891357
	Iteration 3F: 3 clusters Score -14193.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 63263 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23632 members 
Mstep: Class 9 contains 41656 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103823 members 
Mstep: Class 13 contains 47444 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21518 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32880 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19483 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 339274 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12588 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14276 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915880.000000 Penalty: 154325.625000
Iteration 199Q: 46 clusters Score -1.109159e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 62750 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23599 members 
Mstep: Class 9 contains 41613 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103713 members 
Mstep: Class 13 contains 47364 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25530 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21465 members 
Mstep: Class 19 contains 9622 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32881 members 
Mstep: Class 26 contains 15460 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 19585 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 339911 members 
Mstep: Class 34 contains 2986 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5038 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12587 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14312 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916064.000000 Penalty: 154325.625000
Iteration 200F: 46 clusters Score -1.109161e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 62334 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23572 members 
Mstep: Class 9 contains 41579 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103594 members 
Mstep: Class 13 contains 47313 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25521 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21414 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13193 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32885 members 
Mstep: Class 26 contains 15462 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19482 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 340383 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31553 members 
Mstep: Class 37 contains 5039 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12589 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14349 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916168.000000 Penalty: 154325.625000
Iteration 201Q: 46 clusters Score -1.109162e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 61986 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23568 members 
Mstep: Class 9 contains 41546 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 103485 members 
Mstep: Class 13 contains 47281 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21376 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32890 members 
Mstep: Class 26 contains 15464 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19420 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 340802 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31548 members 
Mstep: Class 37 contains 5037 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12589 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14389 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916032.000000 Penalty: 154325.625000
Iteration 202Q: 46 clusters Score -1.10916e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 61694 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23561 members 
Mstep: Class 9 contains 41530 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 103432 members 
Mstep: Class 13 contains 47257 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21353 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 6516 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32892 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19377 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 341080 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31533 members 
Mstep: Class 37 contains 5037 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12587 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14433 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916040.000000 Penalty: 154325.625000
Iteration 203Q: 46 clusters Score -1.10916e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 61419 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23550 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 103385 members 
Mstep: Class 13 contains 47240 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25479 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21333 members 
Mstep: Class 19 contains 9220 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32891 members 
Mstep: Class 26 contains 15471 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19331 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 341363 members 
Mstep: Class 34 contains 2994 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 5036 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12584 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14469 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916320.000000 Penalty: 154325.625000
Iteration 204Q: 46 clusters Score -1.109163e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 61200 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23535 members 
Mstep: Class 9 contains 41515 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 103341 members 
Mstep: Class 13 contains 47238 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25468 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 21324 members 
Mstep: Class 19 contains 9142 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32890 members 
Mstep: Class 26 contains 15475 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108711 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19306 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 341556 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5034 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12582 members 
Mstep: Class 40 contains 6391 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14512 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916504.000000 Penalty: 154325.625000
Iteration 205Q: 46 clusters Score -1.109165e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 60991 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 41510 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 103264 members 
Mstep: Class 13 contains 47238 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25460 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 21319 members 
Mstep: Class 19 contains 9088 members 
Mstep: Class 20 contains 6417 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13180 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32888 members 
Mstep: Class 26 contains 15480 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19281 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 341752 members 
Mstep: Class 34 contains 2998 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5036 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12581 members 
Mstep: Class 40 contains 6392 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14543 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916624.000000 Penalty: 154325.625000
Iteration 206Q: 46 clusters Score -1.109166e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 60792 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23512 members 
Mstep: Class 9 contains 41514 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 103206 members 
Mstep: Class 13 contains 47233 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25445 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 21336 members 
Mstep: Class 19 contains 9058 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32887 members 
Mstep: Class 26 contains 15481 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19252 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 341867 members 
Mstep: Class 34 contains 2998 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12581 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916656.000000 Penalty: 154325.625000
Iteration 207Q: 46 clusters Score -1.109167e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 60588 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23500 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 103162 members 
Mstep: Class 13 contains 47227 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25437 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 21347 members 
Mstep: Class 19 contains 9034 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32884 members 
Mstep: Class 26 contains 15481 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19229 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 341992 members 
Mstep: Class 34 contains 2996 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12581 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14587 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 5767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916504.000000 Penalty: 154325.625000
Iteration 208Q: 46 clusters Score -1.109165e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 60411 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 41537 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 103132 members 
Mstep: Class 13 contains 47220 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25424 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 18 contains 21349 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 13177 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32882 members 
Mstep: Class 26 contains 15480 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19209 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 342104 members 
Mstep: Class 34 contains 2996 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5033 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12578 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14608 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916440.000000 Penalty: 154325.625000
Iteration 209Q: 46 clusters Score -1.109164e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 60269 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23491 members 
Mstep: Class 9 contains 41547 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 103096 members 
Mstep: Class 13 contains 47221 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25423 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 18 contains 21358 members 
Mstep: Class 19 contains 8976 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32879 members 
Mstep: Class 26 contains 15482 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19179 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 342205 members 
Mstep: Class 34 contains 2996 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12576 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14621 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916392.000000 Penalty: 154325.625000
Iteration 210Q: 46 clusters Score -1.109164e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 60133 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23499 members 
Mstep: Class 9 contains 41559 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 103058 members 
Mstep: Class 13 contains 47227 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25416 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 21372 members 
Mstep: Class 19 contains 8943 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32877 members 
Mstep: Class 26 contains 15483 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108716 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19164 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 342261 members 
Mstep: Class 34 contains 2996 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31512 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12578 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14638 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916448.000000 Penalty: 154325.625000
Iteration 211Q: 46 clusters Score -1.109164e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 59993 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23498 members 
Mstep: Class 9 contains 41576 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 103033 members 
Mstep: Class 13 contains 47232 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25409 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 21376 members 
Mstep: Class 19 contains 8917 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 13175 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32872 members 
Mstep: Class 26 contains 15485 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108717 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19151 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 342302 members 
Mstep: Class 34 contains 2997 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5033 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12580 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14661 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916432.000000 Penalty: 154325.625000
Iteration 212Q: 46 clusters Score -1.109164e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 59864 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23490 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 102998 members 
Mstep: Class 13 contains 47239 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25401 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 21377 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 13175 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32871 members 
Mstep: Class 26 contains 15487 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108716 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19140 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 342346 members 
Mstep: Class 34 contains 3000 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31508 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12582 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14680 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916552.000000 Penalty: 154325.625000
Iteration 213Q: 46 clusters Score -1.109166e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 59745 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23488 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 102978 members 
Mstep: Class 13 contains 47249 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25401 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 21376 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 6174 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15487 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19125 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 342370 members 
Mstep: Class 34 contains 3003 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12579 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14704 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916456.000000 Penalty: 154325.625000
Iteration 214Q: 46 clusters Score -1.109165e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 59621 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23494 members 
Mstep: Class 9 contains 41631 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 102951 members 
Mstep: Class 13 contains 47267 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25397 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 21381 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 6141 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 13173 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32864 members 
Mstep: Class 26 contains 15490 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19115 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 342398 members 
Mstep: Class 34 contains 3003 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12577 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14727 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916528.000000 Penalty: 154325.625000
Iteration 215Q: 46 clusters Score -1.109165e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 59503 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23496 members 
Mstep: Class 9 contains 41650 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 102928 members 
Mstep: Class 13 contains 47270 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25391 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21384 members 
Mstep: Class 19 contains 8791 members 
Mstep: Class 20 contains 6105 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32860 members 
Mstep: Class 26 contains 15491 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19104 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 342418 members 
Mstep: Class 34 contains 3004 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12577 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14747 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 6914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916528.000000 Penalty: 154325.625000
Iteration 216Q: 46 clusters Score -1.109165e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 59347 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 41667 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102919 members 
Mstep: Class 13 contains 47275 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25384 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21398 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 6086 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13173 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32861 members 
Mstep: Class 26 contains 15494 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19087 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 342427 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31514 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12575 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14774 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916640.000000 Penalty: 154325.625000
Iteration 217Q: 46 clusters Score -1.109166e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 59191 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 23492 members 
Mstep: Class 9 contains 41675 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102893 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25381 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21412 members 
Mstep: Class 19 contains 8762 members 
Mstep: Class 20 contains 6069 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32863 members 
Mstep: Class 26 contains 15499 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19067 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 342491 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31514 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12575 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14789 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916504.000000 Penalty: 154325.625000
Iteration 218Q: 46 clusters Score -1.109165e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 59030 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23494 members 
Mstep: Class 9 contains 41683 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102881 members 
Mstep: Class 13 contains 47269 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25374 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21421 members 
Mstep: Class 19 contains 8753 members 
Mstep: Class 20 contains 6048 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32865 members 
Mstep: Class 26 contains 15500 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19052 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 342558 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12576 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14805 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916368.000000 Penalty: 154325.625000
Iteration 219Q: 46 clusters Score -1.109164e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 58877 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23500 members 
Mstep: Class 9 contains 41695 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102869 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25364 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21430 members 
Mstep: Class 19 contains 8744 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32865 members 
Mstep: Class 26 contains 15501 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19040 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 342609 members 
Mstep: Class 34 contains 3006 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12577 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14823 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916520.000000 Penalty: 154325.625000
Iteration 220F: 46 clusters Score -1.109165e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 58715 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23508 members 
Mstep: Class 9 contains 41704 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102847 members 
Mstep: Class 13 contains 47277 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25357 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21442 members 
Mstep: Class 19 contains 8734 members 
Mstep: Class 20 contains 6010 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32864 members 
Mstep: Class 26 contains 15503 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108718 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 342689 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31501 members 
Mstep: Class 37 contains 5030 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12574 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14840 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916752.000000 Penalty: 154325.625000
Iteration 221Q: 46 clusters Score -1.109168e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 58592 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23510 members 
Mstep: Class 9 contains 41715 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102814 members 
Mstep: Class 13 contains 47285 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25353 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21458 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 5993 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32865 members 
Mstep: Class 26 contains 15505 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108718 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19013 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 342733 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31502 members 
Mstep: Class 37 contains 5030 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12573 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14857 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916568.000000 Penalty: 154325.625000
Iteration 222Q: 46 clusters Score -1.109166e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 58445 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 41724 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102762 members 
Mstep: Class 13 contains 47286 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25352 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21467 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32865 members 
Mstep: Class 26 contains 15508 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108718 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 19003 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 342823 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31508 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14875 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916576.000000 Penalty: 154325.625000
Iteration 223Q: 46 clusters Score -1.109166e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 58293 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 41737 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102731 members 
Mstep: Class 13 contains 47286 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25350 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 5955 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15510 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108717 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18995 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 342912 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31506 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14891 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916576.000000 Penalty: 154325.625000
Iteration 224Q: 46 clusters Score -1.109166e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 58155 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23544 members 
Mstep: Class 9 contains 41748 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102683 members 
Mstep: Class 13 contains 47293 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25348 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21487 members 
Mstep: Class 19 contains 8711 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13168 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15515 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18990 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 342991 members 
Mstep: Class 34 contains 3006 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31510 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14910 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916664.000000 Penalty: 154325.625000
Iteration 225Q: 46 clusters Score -1.109167e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 58018 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 41768 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102637 members 
Mstep: Class 13 contains 47294 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25348 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21491 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 5901 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15519 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18985 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343077 members 
Mstep: Class 34 contains 3006 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14918 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916784.000000 Penalty: 154325.625000
Iteration 226Q: 46 clusters Score -1.109168e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 57878 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23585 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 102608 members 
Mstep: Class 13 contains 47299 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25349 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21496 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15519 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18981 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343169 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14926 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 7926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916696.000000 Penalty: 154325.625000
Iteration 227Q: 46 clusters Score -1.109167e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 57747 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23599 members 
Mstep: Class 9 contains 41801 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 102574 members 
Mstep: Class 13 contains 47299 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25347 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21505 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15519 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108718 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18978 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343245 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31508 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14935 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916544.000000 Penalty: 154325.625000
Iteration 228Q: 46 clusters Score -1.109165e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 57630 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23609 members 
Mstep: Class 9 contains 41814 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 102537 members 
Mstep: Class 13 contains 47299 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25344 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21519 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 5812 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15522 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18971 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343284 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12571 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14947 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916536.000000 Penalty: 154325.625000
Iteration 229Q: 46 clusters Score -1.109165e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 57511 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23616 members 
Mstep: Class 9 contains 41827 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 102504 members 
Mstep: Class 13 contains 47301 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25336 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21524 members 
Mstep: Class 19 contains 8684 members 
Mstep: Class 20 contains 5786 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15523 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18967 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343353 members 
Mstep: Class 34 contains 3009 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14957 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916496.000000 Penalty: 154325.625000
Iteration 230Q: 46 clusters Score -1.109165e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 57397 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23624 members 
Mstep: Class 9 contains 41846 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 102469 members 
Mstep: Class 13 contains 47298 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25331 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21539 members 
Mstep: Class 19 contains 8675 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15524 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18961 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343389 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14966 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916552.000000 Penalty: 154325.625000
Iteration 231Q: 46 clusters Score -1.109166e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 57276 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23631 members 
Mstep: Class 9 contains 41865 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 102425 members 
Mstep: Class 13 contains 47308 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25328 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21553 members 
Mstep: Class 19 contains 8672 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15525 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18958 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343412 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14976 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916600.000000 Penalty: 154325.625000
Iteration 232Q: 46 clusters Score -1.109166e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 57166 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23636 members 
Mstep: Class 9 contains 41884 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 102392 members 
Mstep: Class 13 contains 47318 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25324 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21576 members 
Mstep: Class 19 contains 8665 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13168 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15525 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18959 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343426 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14981 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916456.000000 Penalty: 154325.625000
Iteration 233Q: 46 clusters Score -1.109165e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 57057 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23642 members 
Mstep: Class 9 contains 41908 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102362 members 
Mstep: Class 13 contains 47328 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21591 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13167 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15526 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18958 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343430 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14987 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916704.000000 Penalty: 154325.625000
Iteration 234Q: 46 clusters Score -1.109167e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 56957 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23651 members 
Mstep: Class 9 contains 41931 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102326 members 
Mstep: Class 13 contains 47338 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21608 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32867 members 
Mstep: Class 26 contains 15526 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18955 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343439 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14993 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916792.000000 Penalty: 154325.625000
Iteration 235Q: 46 clusters Score -1.109168e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 56862 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 41952 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102284 members 
Mstep: Class 13 contains 47347 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21627 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32866 members 
Mstep: Class 26 contains 15526 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18944 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343470 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12571 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 14997 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916832.000000 Penalty: 154325.625000
Iteration 236Q: 46 clusters Score -1.109168e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 56763 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23648 members 
Mstep: Class 9 contains 41972 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102244 members 
Mstep: Class 13 contains 47354 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25322 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21643 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32863 members 
Mstep: Class 26 contains 15526 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18944 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343524 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31527 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12572 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15005 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916848.000000 Penalty: 154325.625000
Iteration 237Q: 46 clusters Score -1.109168e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 56675 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23648 members 
Mstep: Class 9 contains 41997 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102190 members 
Mstep: Class 13 contains 47364 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25322 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 21653 members 
Mstep: Class 19 contains 8660 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32863 members 
Mstep: Class 26 contains 15527 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18941 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343574 members 
Mstep: Class 34 contains 3016 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12571 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15014 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916800.000000 Penalty: 154325.625000
Iteration 238Q: 46 clusters Score -1.109168e+08 nChanged 319
Entering ConstructFrom: 
Score: -110916800.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (18791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Entering Unmasked Estep 
Score: -2171635.750000 Penalty: 2440.601074
	Iteration 0F: 2 clusters Score -2171636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2158321.750000 Penalty: 4881.202148
	Iteration 0F: 3 clusters Score -2158322 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2162686.500000 Penalty: 4881.202148
	Iteration 1F: 3 clusters Score -2162686 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2162992.000000 Penalty: 4881.202148
	Iteration 2F: 3 clusters Score -2162992 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2163212.500000 Penalty: 4881.202148
	Iteration 3Q: 3 clusters Score -2163212 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2163403.000000 Penalty: 4881.202148
	Iteration 4Q: 3 clusters Score -2163403 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2163569.250000 Penalty: 4881.202148
	Iteration 5Q: 3 clusters Score -2163569 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2163751.750000 Penalty: 4881.202148
	Iteration 6Q: 3 clusters Score -2163752 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2163949.750000 Penalty: 4881.202148
	Iteration 7Q: 3 clusters Score -2163950 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2164155.000000 Penalty: 4881.202148
	Iteration 8Q: 3 clusters Score -2164155 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2164414.250000 Penalty: 4881.202148
	Iteration 9Q: 3 clusters Score -2164414 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2164731.250000 Penalty: 4881.202148
	Iteration 10Q: 3 clusters Score -2164731 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2165189.250000 Penalty: 4881.202148
	Iteration 11Q: 3 clusters Score -2165189 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2165836.000000 Penalty: 4881.202148
	Iteration 12Q: 3 clusters Score -2165836 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2166639.000000 Penalty: 4881.202148
	Iteration 13F: 3 clusters Score -2166639 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2167385.250000 Penalty: 4881.202148
	Iteration 14Q: 3 clusters Score -2167385 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2167844.000000 Penalty: 4881.202148
	Iteration 15Q: 3 clusters Score -2167844 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2168071.750000 Penalty: 4881.202148
	Iteration 16Q: 3 clusters Score -2168072 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2168209.750000 Penalty: 4881.202148
	Iteration 17Q: 3 clusters Score -2168210 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2168291.750000 Penalty: 4881.202148
	Iteration 18Q: 3 clusters Score -2168292 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2168376.500000 Penalty: 4881.202148
	Iteration 19Q: 3 clusters Score -2168376 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2168449.500000 Penalty: 4881.202148
	Iteration 20F: 3 clusters Score -2168450 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2168517.500000 Penalty: 4881.202148
	Iteration 21Q: 3 clusters Score -2168518 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2168600.250000 Penalty: 4881.202148
	Iteration 22Q: 3 clusters Score -2168600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2168658.500000 Penalty: 4881.202148
	Iteration 23Q: 3 clusters Score -2168658 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2168712.250000 Penalty: 4881.202148
	Iteration 24Q: 3 clusters Score -2168712 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2168749.750000 Penalty: 4881.202148
	Iteration 25Q: 3 clusters Score -2168750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2168782.500000 Penalty: 4881.202148
	Iteration 26Q: 3 clusters Score -2168782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2168816.000000 Penalty: 4881.202148
	Iteration 27Q: 3 clusters Score -2168816 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2168837.500000 Penalty: 4881.202148
	Iteration 28Q: 3 clusters Score -2168838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2168853.500000 Penalty: 4881.202148
	Iteration 29Q: 3 clusters Score -2168854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2168871.000000 Penalty: 4881.202148
	Iteration 30Q: 3 clusters Score -2168871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2168895.750000 Penalty: 4881.202148
	Iteration 31Q: 3 clusters Score -2168896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2168923.000000 Penalty: 4881.202148
	Iteration 32Q: 3 clusters Score -2168923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2168948.000000 Penalty: 4881.202148
	Iteration 33Q: 3 clusters Score -2168948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2168977.000000 Penalty: 4881.202148
	Iteration 34Q: 3 clusters Score -2168977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2169015.000000 Penalty: 4881.202148
	Iteration 35Q: 3 clusters Score -2169015 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2169048.250000 Penalty: 4881.202148
	Iteration 36Q: 3 clusters Score -2169048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2169070.000000 Penalty: 4881.202148
	Iteration 37Q: 3 clusters Score -2169070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2169080.750000 Penalty: 4881.202148
	Iteration 38Q: 3 clusters Score -2169081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2169086.500000 Penalty: 4881.202148
	Iteration 39Q: 3 clusters Score -2169086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2169104.500000 Penalty: 4881.202148
	Iteration 40F: 3 clusters Score -2169104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2169124.500000 Penalty: 4881.202148
	Iteration 41Q: 3 clusters Score -2169124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2169144.750000 Penalty: 4881.202148
	Iteration 42Q: 3 clusters Score -2169145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2169158.500000 Penalty: 4881.202148
	Iteration 43Q: 3 clusters Score -2169158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2169176.750000 Penalty: 4881.202148
	Iteration 44Q: 3 clusters Score -2169177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2169198.000000 Penalty: 4881.202148
	Iteration 45Q: 3 clusters Score -2169198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2169221.000000 Penalty: 4881.202148
	Iteration 46Q: 3 clusters Score -2169221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2169232.250000 Penalty: 4881.202148
	Iteration 47Q: 3 clusters Score -2169232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2169247.250000 Penalty: 4881.202148
	Iteration 48Q: 3 clusters Score -2169247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2169256.000000 Penalty: 4881.202148
	Iteration 49Q: 3 clusters Score -2169256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2169264.500000 Penalty: 4881.202148
	Iteration 50Q: 3 clusters Score -2169264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2169270.250000 Penalty: 4881.202148
	Iteration 51Q: 3 clusters Score -2169270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2169276.500000 Penalty: 4881.202148
	Iteration 52Q: 3 clusters Score -2169276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2169286.250000 Penalty: 4881.202148
	Iteration 53Q: 3 clusters Score -2169286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2169295.250000 Penalty: 4881.202148
	Iteration 54Q: 3 clusters Score -2169295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2169308.500000 Penalty: 4881.202148
	Iteration 55Q: 3 clusters Score -2169308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2169312.000000 Penalty: 4881.202148
	Iteration 56Q: 3 clusters Score -2169312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2169321.500000 Penalty: 4881.202148
	Iteration 57Q: 3 clusters Score -2169322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2169323.750000 Penalty: 4881.202148
	Iteration 58Q: 3 clusters Score -2169324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2169331.500000 Penalty: 4881.202148
	Iteration 59Q: 3 clusters Score -2169332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2169328.500000 Penalty: 4881.202148
	Iteration 60F: 3 clusters Score -2169328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2169328.250000 Penalty: 4881.202148
	Iteration 61Q: 3 clusters Score -2169328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2169331.250000 Penalty: 4881.202148
	Iteration 62Q: 3 clusters Score -2169331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2169334.250000 Penalty: 4881.202148
	Iteration 63Q: 3 clusters Score -2169334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2169342.500000 Penalty: 4881.202148
	Iteration 64Q: 3 clusters Score -2169342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2169346.500000 Penalty: 4881.202148
	Iteration 65Q: 3 clusters Score -2169346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2169350.750000 Penalty: 4881.202148
	Iteration 66Q: 3 clusters Score -2169351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2169348.750000 Penalty: 4881.202148
	Iteration 67Q: 3 clusters Score -2169349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2169350.250000 Penalty: 4881.202148
	Iteration 68Q: 3 clusters Score -2169350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2169354.000000 Penalty: 4881.202148
	Iteration 69Q: 3 clusters Score -2169354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2169353.500000 Penalty: 4881.202148
	Iteration 70Q: 3 clusters Score -2169354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2169357.500000 Penalty: 4881.202148
	Iteration 71Q: 3 clusters Score -2169358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2169356.000000 Penalty: 4881.202148
	Iteration 72Q: 3 clusters Score -2169356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2169356.000000 Penalty: 4881.202148
	Iteration 73Q: 3 clusters Score -2169356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2169358.000000 Penalty: 4881.202148
	Iteration 74Q: 3 clusters Score -2169358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2169360.750000 Penalty: 4881.202148
	Iteration 75Q: 3 clusters Score -2169361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2169361.250000 Penalty: 4881.202148
	Iteration 76Q: 3 clusters Score -2169361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2169361.000000 Penalty: 4881.202148
	Iteration 77Q: 3 clusters Score -2169361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2169362.000000 Penalty: 4881.202148
	Iteration 78Q: 3 clusters Score -2169362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2169363.750000 Penalty: 4881.202148
	Iteration 79Q: 3 clusters Score -2169364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2169366.500000 Penalty: 4881.202148
	Iteration 80F: 3 clusters Score -2169366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2169372.500000 Penalty: 4881.202148
	Iteration 81Q: 3 clusters Score -2169372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2169373.750000 Penalty: 4881.202148
	Iteration 82Q: 3 clusters Score -2169374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2169370.750000 Penalty: 4881.202148
	Iteration 83Q: 3 clusters Score -2169371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2169371.000000 Penalty: 4881.202148
	Iteration 84Q: 3 clusters Score -2169371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2169372.500000 Penalty: 4881.202148
	Iteration 85Q: 3 clusters Score -2169372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2169374.500000 Penalty: 4881.202148
	Iteration 86Q: 3 clusters Score -2169374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2169371.250000 Penalty: 4881.202148
	Iteration 87Q: 3 clusters Score -2169371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2169376.500000 Penalty: 4881.202148
	Iteration 88Q: 3 clusters Score -2169376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2169381.250000 Penalty: 4881.202148
	Iteration 89Q: 3 clusters Score -2169381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2169388.000000 Penalty: 4881.202148
	Iteration 90Q: 3 clusters Score -2169388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2169388.500000 Penalty: 4881.202148
	Iteration 91Q: 3 clusters Score -2169388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2169388.750000 Penalty: 4881.202148
	Iteration 92Q: 3 clusters Score -2169389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2169390.250000 Penalty: 4881.202148
	Iteration 93Q: 3 clusters Score -2169390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2169393.500000 Penalty: 4881.202148
	Iteration 94Q: 3 clusters Score -2169394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2169394.000000 Penalty: 4881.202148
	Iteration 95Q: 3 clusters Score -2169394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2169392.500000 Penalty: 4881.202148
	Iteration 96Q: 3 clusters Score -2169392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2169396.250000 Penalty: 4881.202148
	Iteration 97Q: 3 clusters Score -2169396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2169396.250000 Penalty: 4881.202148
	Iteration 98Q: 3 clusters Score -2169396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2169398.750000 Penalty: 4881.202148
	Iteration 99Q: 3 clusters Score -2169399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2169398.750000 Penalty: 4881.202148
	Iteration 100F: 3 clusters Score -2169399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Entering Unmasked Estep 
Score: -6294899.000000 Penalty: 2714.018311
	Iteration 0F: 2 clusters Score -6294899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -6256867.000000 Penalty: 5428.036621
	Iteration 0F: 3 clusters Score -6256867 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6271135.500000 Penalty: 5428.036621
	Iteration 1F: 3 clusters Score -6271136 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6271570.000000 Penalty: 5428.036621
	Iteration 2Q: 3 clusters Score -6271570 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -6272003.500000 Penalty: 5428.036621
	Iteration 3Q: 3 clusters Score -6272004 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -6272452.000000 Penalty: 5428.036621
	Iteration 4Q: 3 clusters Score -6272452 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6273022.000000 Penalty: 5428.036621
	Iteration 5Q: 3 clusters Score -6273022 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -6273574.500000 Penalty: 5428.036621
	Iteration 6Q: 3 clusters Score -6273574 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -6274244.500000 Penalty: 5428.036621
	Iteration 7Q: 3 clusters Score -6274244 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -6275147.500000 Penalty: 5428.036621
	Iteration 8Q: 3 clusters Score -6275148 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6276475.500000 Penalty: 5428.036621
	Iteration 9Q: 3 clusters Score -6276476 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -6278312.500000 Penalty: 5428.036621
	Iteration 10Q: 3 clusters Score -6278312 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -6280739.500000 Penalty: 5428.036621
	Iteration 11F: 3 clusters Score -6280740 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -6283449.500000 Penalty: 5428.036621
	Iteration 12F: 3 clusters Score -6283450 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -6286078.500000 Penalty: 5428.036621
	Iteration 13F: 3 clusters Score -6286078 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -6288148.500000 Penalty: 5428.036621
	Iteration 14Q: 3 clusters Score -6288148 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6289667.000000 Penalty: 5428.036621
	Iteration 15Q: 3 clusters Score -6289667 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6290706.500000 Penalty: 5428.036621
	Iteration 16Q: 3 clusters Score -6290706 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6291317.500000 Penalty: 5428.036621
	Iteration 17Q: 3 clusters Score -6291318 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6291685.000000 Penalty: 5428.036621
	Iteration 18Q: 3 clusters Score -6291685 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -6291925.000000 Penalty: 5428.036621
	Iteration 19Q: 3 clusters Score -6291925 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -6292107.500000 Penalty: 5428.036621
	Iteration 20F: 3 clusters Score -6292108 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -6292215.500000 Penalty: 5428.036621
	Iteration 21Q: 3 clusters Score -6292216 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -6292315.500000 Penalty: 5428.036621
	Iteration 22Q: 3 clusters Score -6292316 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -6292373.500000 Penalty: 5428.036621
	Iteration 23Q: 3 clusters Score -6292374 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -6292419.500000 Penalty: 5428.036621
	Iteration 24Q: 3 clusters Score -6292420 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -6292463.000000 Penalty: 5428.036621
	Iteration 25Q: 3 clusters Score -6292463 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -6292472.000000 Penalty: 5428.036621
	Iteration 26Q: 3 clusters Score -6292472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -6292507.500000 Penalty: 5428.036621
	Iteration 27Q: 3 clusters Score -6292508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -6292509.000000 Penalty: 5428.036621
	Iteration 28Q: 3 clusters Score -6292509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -6292536.000000 Penalty: 5428.036621
	Iteration 29Q: 3 clusters Score -6292536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6292548.000000 Penalty: 5428.036621
	Iteration 30Q: 3 clusters Score -6292548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -6292554.500000 Penalty: 5428.036621
	Iteration 31Q: 3 clusters Score -6292554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -6292569.500000 Penalty: 5428.036621
	Iteration 32Q: 3 clusters Score -6292570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6292587.500000 Penalty: 5428.036621
	Iteration 33Q: 3 clusters Score -6292588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -6292589.500000 Penalty: 5428.036621
	Iteration 34Q: 3 clusters Score -6292590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -6292604.500000 Penalty: 5428.036621
	Iteration 35Q: 3 clusters Score -6292604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -6292595.500000 Penalty: 5428.036621
	Iteration 36Q: 3 clusters Score -6292596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -6292613.000000 Penalty: 5428.036621
	Iteration 37Q: 3 clusters Score -6292613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -6292631.000000 Penalty: 5428.036621
	Iteration 38Q: 3 clusters Score -6292631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -6292638.500000 Penalty: 5428.036621
	Iteration 39Q: 3 clusters Score -6292638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -6292642.500000 Penalty: 5428.036621
	Iteration 40F: 3 clusters Score -6292642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -6292643.000000 Penalty: 5428.036621
	Iteration 41Q: 3 clusters Score -6292643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -6292646.500000 Penalty: 5428.036621
	Iteration 42Q: 3 clusters Score -6292646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -6292670.500000 Penalty: 5428.036621
	Iteration 43Q: 3 clusters Score -6292670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -6292692.500000 Penalty: 5428.036621
	Iteration 44Q: 3 clusters Score -6292692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -6292700.500000 Penalty: 5428.036621
	Iteration 45Q: 3 clusters Score -6292700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -6292704.500000 Penalty: 5428.036621
	Iteration 46Q: 3 clusters Score -6292704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -6292704.500000 Penalty: 5428.036621
	Iteration 47Q: 3 clusters Score -6292704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -6292709.000000 Penalty: 5428.036621
	Iteration 48Q: 3 clusters Score -6292709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -6292705.500000 Penalty: 5428.036621
	Iteration 49Q: 3 clusters Score -6292706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6292718.000000 Penalty: 5428.036621
	Iteration 50Q: 3 clusters Score -6292718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -6292722.000000 Penalty: 5428.036621
	Iteration 51Q: 3 clusters Score -6292722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6292729.500000 Penalty: 5428.036621
	Iteration 52Q: 3 clusters Score -6292730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -6292731.500000 Penalty: 5428.036621
	Iteration 53Q: 3 clusters Score -6292732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -6292736.000000 Penalty: 5428.036621
	Iteration 54Q: 3 clusters Score -6292736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -6292736.500000 Penalty: 5428.036621
	Iteration 55Q: 3 clusters Score -6292736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -6292741.000000 Penalty: 5428.036621
	Iteration 56Q: 3 clusters Score -6292741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -6292736.000000 Penalty: 5428.036621
	Iteration 57Q: 3 clusters Score -6292736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -6292741.500000 Penalty: 5428.036621
	Iteration 58Q: 3 clusters Score -6292742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -6292740.500000 Penalty: 5428.036621
	Iteration 59Q: 3 clusters Score -6292740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -6292734.000000 Penalty: 5428.036621
	Iteration 60F: 3 clusters Score -6292734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -6292736.000000 Penalty: 5428.036621
	Iteration 61Q: 3 clusters Score -6292736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -6292738.500000 Penalty: 5428.036621
	Iteration 62Q: 3 clusters Score -6292738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -6292738.500000 Penalty: 5428.036621
	Iteration 63F: 3 clusters Score -6292738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -84040.625000 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -84040.62 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 500 members 
Entering Unmasked Estep 
Score: -82358.195312 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -82358.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83476.007812 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -83476.01 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84249.062500 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -84249.06 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84795.867188 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -84795.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85233.679688 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -85233.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -85508.335938 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -85508.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85602.484375 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -85602.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85632.804688 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -85632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -85638.726562 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -85638.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -85648.500000 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -85648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -85648.500000 Penalty: 3409.602539
	Iteration 10F: 3 clusters Score -85648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 56592 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42025 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102133 members 
Mstep: Class 13 contains 47372 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 21662 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32862 members 
Mstep: Class 26 contains 15527 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18940 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343617 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15023 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8818 members 
Mstep: Class 46 contains 651 members 
Entering Unmasked Estep 
Score: -110916672.000000 Penalty: 157755.078125
Splitting cluster 3 changes total score from -110916800.000000 to -110916672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -230572.515625 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -230572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -227864.390625 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -227864.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228356.921875 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -228356.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -228509.578125 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -228509.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -228569.828125 Penalty: 3800.350830
	Iteration 3Q: 3 clusters Score -228569.8 nChanged 50
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: -228611.453125 Penalty: 3800.350830
	Iteration 4Q: 3 clusters Score -228611.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228636.156250 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -228636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228648.234375 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -228648.2 nChanged 15
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: -228658.453125 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -228658.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228671.640625 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -228671.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228683.843750 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -228683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228691.203125 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -228691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228695.093750 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -228695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228700.531250 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -228700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228705.468750 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -228705.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228709.968750 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -228710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -228711.562500 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -228711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -228718.359375 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -228718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -228721.828125 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -228721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228723.968750 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -228724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228725.578125 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -228725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228726.359375 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -228726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -753170.437500 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -753170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -747527.125000 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -747527.1 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -748955.937500 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -748955.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -749193.625000 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -749193.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -749338.625000 Penalty: 4373.894043
	Iteration 3Q: 3 clusters Score -749338.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -749424.000000 Penalty: 4373.894043
	Iteration 4Q: 3 clusters Score -749424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -749484.437500 Penalty: 4373.894043
	Iteration 5Q: 3 clusters Score -749484.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -749540.812500 Penalty: 4373.894043
	Iteration 6Q: 3 clusters Score -749540.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -749593.625000 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -749593.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -749661.437500 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -749661.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -749732.250000 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -749732.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -749794.250000 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -749794.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -749868.625000 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -749868.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -749949.875000 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -749949.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -750022.625000 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -750022.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -750108.187500 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -750108.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -750217.000000 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -750217 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -750318.687500 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -750318.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -750423.375000 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -750423.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -750547.375000 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -750547.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -750684.437500 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -750684.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -750810.812500 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -750810.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -750903.312500 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -750903.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -750988.937500 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -750988.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -751060.187500 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -751060.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -751106.625000 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -751106.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -751138.875000 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -751138.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -751159.937500 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -751159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -751177.000000 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -751177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -751190.375000 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -751190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -751206.187500 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -751206.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -751222.062500 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -751222.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -751237.000000 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -751237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -751247.062500 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -751247.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -751254.312500 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -751254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -751255.312500 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -751255.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -751260.687500 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -751260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -751268.437500 Penalty: 4373.894043
	Iteration 36Q: 3 clusters Score -751268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -751272.187500 Penalty: 4373.894043
	Iteration 37Q: 3 clusters Score -751272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -751276.625000 Penalty: 4373.894043
	Iteration 38Q: 3 clusters Score -751276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -751279.812500 Penalty: 4373.894043
	Iteration 39Q: 3 clusters Score -751279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -751278.750000 Penalty: 4373.894043
	Iteration 40F: 3 clusters Score -751278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -751280.000000 Penalty: 4373.894043
	Iteration 41Q: 3 clusters Score -751280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -751282.375000 Penalty: 4373.894043
	Iteration 42Q: 3 clusters Score -751282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -751286.125000 Penalty: 4373.894043
	Iteration 43Q: 3 clusters Score -751286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -751288.750000 Penalty: 4373.894043
	Iteration 44Q: 3 clusters Score -751288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -751290.562500 Penalty: 4373.894043
	Iteration 45Q: 3 clusters Score -751290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -751292.187500 Penalty: 4373.894043
	Iteration 46Q: 3 clusters Score -751292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -751292.187500 Penalty: 4373.894043
	Iteration 47F: 3 clusters Score -751292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -413622.781250 Penalty: 2043.091675
	Iteration 0F: 2 clusters Score -413622.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -409931.218750 Penalty: 4086.183350
	Iteration 0F: 3 clusters Score -409931.2 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -410699.500000 Penalty: 4086.183350
	Iteration 1F: 3 clusters Score -410699.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -410941.000000 Penalty: 4086.183350
	Iteration 2F: 3 clusters Score -410941 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -411117.031250 Penalty: 4086.183350
	Iteration 3F: 3 clusters Score -411117 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -411240.531250 Penalty: 4086.183350
	Iteration 4Q: 3 clusters Score -411240.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -411356.031250 Penalty: 4086.183350
	Iteration 5Q: 3 clusters Score -411356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -411529.500000 Penalty: 4086.183350
	Iteration 6Q: 3 clusters Score -411529.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -411763.687500 Penalty: 4086.183350
	Iteration 7Q: 3 clusters Score -411763.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -412002.187500 Penalty: 4086.183350
	Iteration 8F: 3 clusters Score -412002.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -412207.812500 Penalty: 4086.183350
	Iteration 9F: 3 clusters Score -412207.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -412363.718750 Penalty: 4086.183350
	Iteration 10Q: 3 clusters Score -412363.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -412478.343750 Penalty: 4086.183350
	Iteration 11Q: 3 clusters Score -412478.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -412554.750000 Penalty: 4086.183350
	Iteration 12Q: 3 clusters Score -412554.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -412610.593750 Penalty: 4086.183350
	Iteration 13Q: 3 clusters Score -412610.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412640.218750 Penalty: 4086.183350
	Iteration 14Q: 3 clusters Score -412640.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -412657.187500 Penalty: 4086.183350
	Iteration 15Q: 3 clusters Score -412657.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -412666.218750 Penalty: 4086.183350
	Iteration 16Q: 3 clusters Score -412666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -412672.062500 Penalty: 4086.183350
	Iteration 17Q: 3 clusters Score -412672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -412677.312500 Penalty: 4086.183350
	Iteration 18Q: 3 clusters Score -412677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -412684.156250 Penalty: 4086.183350
	Iteration 19Q: 3 clusters Score -412684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412685.500000 Penalty: 4086.183350
	Iteration 20F: 3 clusters Score -412685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -412685.343750 Penalty: 4086.183350
	Iteration 21Q: 3 clusters Score -412685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -412685.343750 Penalty: 4086.183350
	Iteration 22F: 3 clusters Score -412685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -430481.312500 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -430481.3 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 1947 members 
Entering Unmasked Estep 
Score: -426688.312500 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -426688.3 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -427500.125000 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -427500.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -427682.437500 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -427682.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -427786.781250 Penalty: 4094.504150
	Iteration 3Q: 3 clusters Score -427786.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -427869.125000 Penalty: 4094.504150
	Iteration 4Q: 3 clusters Score -427869.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -427937.531250 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -427937.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -427986.156250 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -427986.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -428015.500000 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -428015.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -428036.750000 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -428036.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -428057.562500 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -428057.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -428075.625000 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -428075.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -428089.406250 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -428089.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -428102.781250 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -428102.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -428110.625000 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -428110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -428121.218750 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -428121.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -428130.000000 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -428130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -428143.562500 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -428143.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -428156.781250 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -428156.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -428178.562500 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -428178.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -428203.343750 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -428203.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428219.843750 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -428219.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -428230.843750 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -428230.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -428246.343750 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -428246.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -428259.843750 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -428259.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -428275.906250 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -428275.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -428297.062500 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -428297.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -428318.187500 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -428318.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -428340.781250 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -428340.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -428367.687500 Penalty: 4094.504150
	Iteration 28Q: 3 clusters Score -428367.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -428400.093750 Penalty: 4094.504150
	Iteration 29Q: 3 clusters Score -428400.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -428442.406250 Penalty: 4094.504150
	Iteration 30Q: 3 clusters Score -428442.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -428491.062500 Penalty: 4094.504150
	Iteration 31Q: 3 clusters Score -428491.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -428557.031250 Penalty: 4094.504150
	Iteration 32Q: 3 clusters Score -428557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -428635.031250 Penalty: 4094.504150
	Iteration 33Q: 3 clusters Score -428635 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -428746.093750 Penalty: 4094.504150
	Iteration 34Q: 3 clusters Score -428746.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -428884.531250 Penalty: 4094.504150
	Iteration 35Q: 3 clusters Score -428884.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -429011.937500 Penalty: 4094.504150
	Iteration 36Q: 3 clusters Score -429011.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -429132.843750 Penalty: 4094.504150
	Iteration 37Q: 3 clusters Score -429132.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -429240.750000 Penalty: 4094.504150
	Iteration 38Q: 3 clusters Score -429240.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -429366.468750 Penalty: 4094.504150
	Iteration 39Q: 3 clusters Score -429366.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -429567.718750 Penalty: 4094.504150
	Iteration 40F: 3 clusters Score -429567.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -429842.000000 Penalty: 4094.504150
	Iteration 41Q: 3 clusters Score -429842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -430098.937500 Penalty: 4094.504150
	Iteration 42Q: 3 clusters Score -430098.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -430330.750000 Penalty: 4094.504150
	Iteration 43Q: 3 clusters Score -430330.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -430399.218750 Penalty: 4094.504150
	Iteration 44Q: 3 clusters Score -430399.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -430413.218750 Penalty: 4094.504150
	Iteration 45Q: 3 clusters Score -430413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -430419.718750 Penalty: 4094.504150
	Iteration 46Q: 3 clusters Score -430419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -430420.906250 Penalty: 4094.504150
	Iteration 47Q: 3 clusters Score -430420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -430421.281250 Penalty: 4094.504150
	Iteration 48Q: 3 clusters Score -430421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -430421.468750 Penalty: 4094.504150
	Iteration 49Q: 3 clusters Score -430421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -430420.843750 Penalty: 4094.504150
	Iteration 50Q: 3 clusters Score -430420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -430420.843750 Penalty: 4094.504150
	Iteration 51F: 3 clusters Score -430420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Entering Unmasked Estep 
Score: -2727180.500000 Penalty: 2497.658447
	Iteration 0F: 2 clusters Score -2727180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2710661.250000 Penalty: 4995.316895
	Iteration 0F: 3 clusters Score -2710661 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2716393.250000 Penalty: 4995.316895
	Iteration 1F: 3 clusters Score -2716393 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2716807.750000 Penalty: 4995.316895
	Iteration 2Q: 3 clusters Score -2716808 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2717146.000000 Penalty: 4995.316895
	Iteration 3Q: 3 clusters Score -2717146 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2717473.250000 Penalty: 4995.316895
	Iteration 4Q: 3 clusters Score -2717473 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2717831.500000 Penalty: 4995.316895
	Iteration 5Q: 3 clusters Score -2717832 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2718224.500000 Penalty: 4995.316895
	Iteration 6Q: 3 clusters Score -2718224 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2718725.000000 Penalty: 4995.316895
	Iteration 7Q: 3 clusters Score -2718725 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2719351.500000 Penalty: 4995.316895
	Iteration 8Q: 3 clusters Score -2719352 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2720108.000000 Penalty: 4995.316895
	Iteration 9Q: 3 clusters Score -2720108 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2720991.000000 Penalty: 4995.316895
	Iteration 10F: 3 clusters Score -2720991 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2721956.500000 Penalty: 4995.316895
	Iteration 11F: 3 clusters Score -2721956 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2722896.500000 Penalty: 4995.316895
	Iteration 12Q: 3 clusters Score -2722896 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2723641.000000 Penalty: 4995.316895
	Iteration 13Q: 3 clusters Score -2723641 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2724107.000000 Penalty: 4995.316895
	Iteration 14Q: 3 clusters Score -2724107 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2724418.250000 Penalty: 4995.316895
	Iteration 15Q: 3 clusters Score -2724418 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2724610.000000 Penalty: 4995.316895
	Iteration 16Q: 3 clusters Score -2724610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2724744.500000 Penalty: 4995.316895
	Iteration 17Q: 3 clusters Score -2724744 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2724819.750000 Penalty: 4995.316895
	Iteration 18Q: 3 clusters Score -2724820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2724872.250000 Penalty: 4995.316895
	Iteration 19Q: 3 clusters Score -2724872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2724916.500000 Penalty: 4995.316895
	Iteration 20F: 3 clusters Score -2724916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2724950.000000 Penalty: 4995.316895
	Iteration 21Q: 3 clusters Score -2724950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2724973.000000 Penalty: 4995.316895
	Iteration 22Q: 3 clusters Score -2724973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2724985.750000 Penalty: 4995.316895
	Iteration 23Q: 3 clusters Score -2724986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2725005.250000 Penalty: 4995.316895
	Iteration 24Q: 3 clusters Score -2725005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2725010.500000 Penalty: 4995.316895
	Iteration 25Q: 3 clusters Score -2725010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2725018.500000 Penalty: 4995.316895
	Iteration 26Q: 3 clusters Score -2725018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2725026.500000 Penalty: 4995.316895
	Iteration 27Q: 3 clusters Score -2725026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2725032.000000 Penalty: 4995.316895
	Iteration 28Q: 3 clusters Score -2725032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2725037.750000 Penalty: 4995.316895
	Iteration 29Q: 3 clusters Score -2725038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2725037.500000 Penalty: 4995.316895
	Iteration 30Q: 3 clusters Score -2725038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2725039.750000 Penalty: 4995.316895
	Iteration 31Q: 3 clusters Score -2725040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2725039.000000 Penalty: 4995.316895
	Iteration 32Q: 3 clusters Score -2725039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2725040.750000 Penalty: 4995.316895
	Iteration 33Q: 3 clusters Score -2725041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2725039.250000 Penalty: 4995.316895
	Iteration 34Q: 3 clusters Score -2725039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2725042.250000 Penalty: 4995.316895
	Iteration 35Q: 3 clusters Score -2725042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2725042.250000 Penalty: 4995.316895
	Iteration 36F: 3 clusters Score -2725042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Entering Unmasked Estep 
Score: -4768483.000000 Penalty: 2640.212891
	Iteration 0F: 2 clusters Score -4768483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4739860.000000 Penalty: 5280.425781
	Iteration 0F: 3 clusters Score -4739860 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4750709.500000 Penalty: 5280.425781
	Iteration 1F: 3 clusters Score -4750710 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4751299.500000 Penalty: 5280.425781
	Iteration 2Q: 3 clusters Score -4751300 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4751952.500000 Penalty: 5280.425781
	Iteration 3Q: 3 clusters Score -4751952 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4752736.000000 Penalty: 5280.425781
	Iteration 4Q: 3 clusters Score -4752736 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4753570.500000 Penalty: 5280.425781
	Iteration 5Q: 3 clusters Score -4753570 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4754486.500000 Penalty: 5280.425781
	Iteration 6Q: 3 clusters Score -4754486 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4755629.500000 Penalty: 5280.425781
	Iteration 7Q: 3 clusters Score -4755630 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4757016.500000 Penalty: 5280.425781
	Iteration 8F: 3 clusters Score -4757016 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4758630.000000 Penalty: 5280.425781
	Iteration 9F: 3 clusters Score -4758630 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4760216.000000 Penalty: 5280.425781
	Iteration 10F: 3 clusters Score -4760216 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4761399.000000 Penalty: 5280.425781
	Iteration 11F: 3 clusters Score -4761399 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4762078.000000 Penalty: 5280.425781
	Iteration 12Q: 3 clusters Score -4762078 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4762509.000000 Penalty: 5280.425781
	Iteration 13Q: 3 clusters Score -4762509 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4762796.000000 Penalty: 5280.425781
	Iteration 14Q: 3 clusters Score -4762796 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4763043.000000 Penalty: 5280.425781
	Iteration 15Q: 3 clusters Score -4763043 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4763306.500000 Penalty: 5280.425781
	Iteration 16Q: 3 clusters Score -4763306 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4763545.000000 Penalty: 5280.425781
	Iteration 17Q: 3 clusters Score -4763545 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -4763808.000000 Penalty: 5280.425781
	Iteration 18Q: 3 clusters Score -4763808 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4764166.500000 Penalty: 5280.425781
	Iteration 19Q: 3 clusters Score -4764166 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4764504.000000 Penalty: 5280.425781
	Iteration 20F: 3 clusters Score -4764504 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4764928.000000 Penalty: 5280.425781
	Iteration 21Q: 3 clusters Score -4764928 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4765459.500000 Penalty: 5280.425781
	Iteration 22Q: 3 clusters Score -4765460 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4765874.000000 Penalty: 5280.425781
	Iteration 23Q: 3 clusters Score -4765874 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4766244.500000 Penalty: 5280.425781
	Iteration 24Q: 3 clusters Score -4766244 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4766545.000000 Penalty: 5280.425781
	Iteration 25Q: 3 clusters Score -4766545 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4766783.500000 Penalty: 5280.425781
	Iteration 26Q: 3 clusters Score -4766784 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4766960.000000 Penalty: 5280.425781
	Iteration 27Q: 3 clusters Score -4766960 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4767108.500000 Penalty: 5280.425781
	Iteration 28Q: 3 clusters Score -4767108 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4767210.500000 Penalty: 5280.425781
	Iteration 29Q: 3 clusters Score -4767210 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4767251.000000 Penalty: 5280.425781
	Iteration 30Q: 3 clusters Score -4767251 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4767294.500000 Penalty: 5280.425781
	Iteration 31Q: 3 clusters Score -4767294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4767334.000000 Penalty: 5280.425781
	Iteration 32Q: 3 clusters Score -4767334 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -4767347.500000 Penalty: 5280.425781
	Iteration 33Q: 3 clusters Score -4767348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4767366.000000 Penalty: 5280.425781
	Iteration 34Q: 3 clusters Score -4767366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4767383.500000 Penalty: 5280.425781
	Iteration 35Q: 3 clusters Score -4767384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4767393.500000 Penalty: 5280.425781
	Iteration 36Q: 3 clusters Score -4767394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4767400.000000 Penalty: 5280.425781
	Iteration 37Q: 3 clusters Score -4767400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4767408.500000 Penalty: 5280.425781
	Iteration 38Q: 3 clusters Score -4767408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4767421.500000 Penalty: 5280.425781
	Iteration 39Q: 3 clusters Score -4767422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4767438.000000 Penalty: 5280.425781
	Iteration 40F: 3 clusters Score -4767438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4767450.000000 Penalty: 5280.425781
	Iteration 41Q: 3 clusters Score -4767450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4767446.500000 Penalty: 5280.425781
	Iteration 42Q: 3 clusters Score -4767446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4767459.500000 Penalty: 5280.425781
	Iteration 43Q: 3 clusters Score -4767460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4767470.500000 Penalty: 5280.425781
	Iteration 44Q: 3 clusters Score -4767470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4767476.500000 Penalty: 5280.425781
	Iteration 45Q: 3 clusters Score -4767476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4767494.500000 Penalty: 5280.425781
	Iteration 46Q: 3 clusters Score -4767494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4767491.500000 Penalty: 5280.425781
	Iteration 47Q: 3 clusters Score -4767492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4767489.500000 Penalty: 5280.425781
	Iteration 48Q: 3 clusters Score -4767490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4767497.500000 Penalty: 5280.425781
	Iteration 49Q: 3 clusters Score -4767498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4767494.000000 Penalty: 5280.425781
	Iteration 50Q: 3 clusters Score -4767494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -4767512.000000 Penalty: 5280.425781
	Iteration 51Q: 3 clusters Score -4767512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4767502.000000 Penalty: 5280.425781
	Iteration 52Q: 3 clusters Score -4767502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4767510.500000 Penalty: 5280.425781
	Iteration 53Q: 3 clusters Score -4767510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -4767516.500000 Penalty: 5280.425781
	Iteration 54Q: 3 clusters Score -4767516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -4767516.000000 Penalty: 5280.425781
	Iteration 55Q: 3 clusters Score -4767516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4767516.000000 Penalty: 5280.425781
	Iteration 56Q: 3 clusters Score -4767516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4767512.500000 Penalty: 5280.425781
	Iteration 57Q: 3 clusters Score -4767512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -4767513.000000 Penalty: 5280.425781
	Iteration 58Q: 3 clusters Score -4767513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4767515.000000 Penalty: 5280.425781
	Iteration 59Q: 3 clusters Score -4767515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4767514.500000 Penalty: 5280.425781
	Iteration 60F: 3 clusters Score -4767514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4767519.500000 Penalty: 5280.425781
	Iteration 61Q: 3 clusters Score -4767520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4767514.500000 Penalty: 5280.425781
	Iteration 62Q: 3 clusters Score -4767514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4767517.000000 Penalty: 5280.425781
	Iteration 63Q: 3 clusters Score -4767517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4767517.000000 Penalty: 5280.425781
	Iteration 64F: 3 clusters Score -4767517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54115.660156 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54115.66 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54641.636719 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54641.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54934.492188 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54934.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55110.218750 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -55110.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55209.277344 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -55209.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -55290.503906 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -55290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -55339.332031 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -55339.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -55384.207031 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -55384.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -55401.949219 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -55401.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -55406.007812 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -55406.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -55406.007812 Penalty: 3180.261963
	Iteration 10F: 3 clusters Score -55406.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -159377.781250 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -159377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157026.109375 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -157026.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157460.062500 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -157460.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157569.125000 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -157569.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157630.843750 Penalty: 3655.322021
	Iteration 3Q: 3 clusters Score -157630.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157674.015625 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -157674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157707.296875 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -157707.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -157733.000000 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -157733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -157757.296875 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -157757.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -157777.859375 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -157777.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -157799.812500 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -157799.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157819.312500 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -157819.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157837.578125 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -157837.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -157850.468750 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -157850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -157873.968750 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -157874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -157888.500000 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -157888.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -157905.093750 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -157905.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -157928.890625 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -157928.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -157956.203125 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -157956.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -157980.984375 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -157981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -158005.015625 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -158005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -158036.687500 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -158036.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -158073.109375 Penalty: 3655.322021
	Iteration 21Q: 3 clusters Score -158073.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -158107.859375 Penalty: 3655.322021
	Iteration 22Q: 3 clusters Score -158107.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -158147.093750 Penalty: 3655.322021
	Iteration 23Q: 3 clusters Score -158147.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -158177.218750 Penalty: 3655.322021
	Iteration 24Q: 3 clusters Score -158177.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -158206.687500 Penalty: 3655.322021
	Iteration 25Q: 3 clusters Score -158206.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -158229.781250 Penalty: 3655.322021
	Iteration 26Q: 3 clusters Score -158229.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -158245.515625 Penalty: 3655.322021
	Iteration 27Q: 3 clusters Score -158245.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -158263.734375 Penalty: 3655.322021
	Iteration 28Q: 3 clusters Score -158263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -158274.515625 Penalty: 3655.322021
	Iteration 29Q: 3 clusters Score -158274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -158284.250000 Penalty: 3655.322021
	Iteration 30Q: 3 clusters Score -158284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -158291.515625 Penalty: 3655.322021
	Iteration 31Q: 3 clusters Score -158291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -158292.593750 Penalty: 3655.322021
	Iteration 32Q: 3 clusters Score -158292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -158293.906250 Penalty: 3655.322021
	Iteration 33Q: 3 clusters Score -158293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -158295.484375 Penalty: 3655.322021
	Iteration 34Q: 3 clusters Score -158295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -158297.343750 Penalty: 3655.322021
	Iteration 35Q: 3 clusters Score -158297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -158305.625000 Penalty: 3655.322021
	Iteration 36Q: 3 clusters Score -158305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -158310.843750 Penalty: 3655.322021
	Iteration 37Q: 3 clusters Score -158310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -158321.000000 Penalty: 3655.322021
	Iteration 38Q: 3 clusters Score -158321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -158329.796875 Penalty: 3655.322021
	Iteration 39Q: 3 clusters Score -158329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -158338.671875 Penalty: 3655.322021
	Iteration 40F: 3 clusters Score -158338.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -158354.203125 Penalty: 3655.322021
	Iteration 41Q: 3 clusters Score -158354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -158376.296875 Penalty: 3655.322021
	Iteration 42Q: 3 clusters Score -158376.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -158411.343750 Penalty: 3655.322021
	Iteration 43Q: 3 clusters Score -158411.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -158441.171875 Penalty: 3655.322021
	Iteration 44Q: 3 clusters Score -158441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -158473.906250 Penalty: 3655.322021
	Iteration 45Q: 3 clusters Score -158473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -158489.390625 Penalty: 3655.322021
	Iteration 46Q: 3 clusters Score -158489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158496.265625 Penalty: 3655.322021
	Iteration 47Q: 3 clusters Score -158496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -158499.093750 Penalty: 3655.322021
	Iteration 48Q: 3 clusters Score -158499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -158507.187500 Penalty: 3655.322021
	Iteration 49Q: 3 clusters Score -158507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -158514.203125 Penalty: 3655.322021
	Iteration 50Q: 3 clusters Score -158514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158524.078125 Penalty: 3655.322021
	Iteration 51Q: 3 clusters Score -158524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -158525.812500 Penalty: 3655.322021
	Iteration 52Q: 3 clusters Score -158525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -158525.812500 Penalty: 3655.322021
	Iteration 53F: 3 clusters Score -158525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (102133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102133 members 
Entering Unmasked Estep 
Score: -11576169.000000 Penalty: 2860.439697
	Iteration 0F: 2 clusters Score -1.157617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -11507692.000000 Penalty: 5720.879395
	Iteration 0F: 3 clusters Score -1.150769e+07 nChanged 48352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -11534987.000000 Penalty: 5720.879395
	Iteration 1F: 3 clusters Score -1.153499e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -11535691.000000 Penalty: 5720.879395
	Iteration 2Q: 3 clusters Score -1.153569e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -11536317.000000 Penalty: 5720.879395
	Iteration 3Q: 3 clusters Score -1.153632e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -11536917.000000 Penalty: 5720.879395
	Iteration 4Q: 3 clusters Score -1.153692e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -11537857.000000 Penalty: 5720.879395
	Iteration 5Q: 3 clusters Score -1.153786e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -11538910.000000 Penalty: 5720.879395
	Iteration 6Q: 3 clusters Score -1.153891e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -11540420.000000 Penalty: 5720.879395
	Iteration 7Q: 3 clusters Score -1.154042e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -11542719.000000 Penalty: 5720.879395
	Iteration 8Q: 3 clusters Score -1.154272e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -11546241.000000 Penalty: 5720.879395
	Iteration 9F: 3 clusters Score -1.154624e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -11551127.000000 Penalty: 5720.879395
	Iteration 10F: 3 clusters Score -1.155113e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -11557354.000000 Penalty: 5720.879395
	Iteration 11F: 3 clusters Score -1.155735e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -11563184.000000 Penalty: 5720.879395
	Iteration 12F: 3 clusters Score -1.156318e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -11567636.000000 Penalty: 5720.879395
	Iteration 13Q: 3 clusters Score -1.156764e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -11570454.000000 Penalty: 5720.879395
	Iteration 14Q: 3 clusters Score -1.157045e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -11571976.000000 Penalty: 5720.879395
	Iteration 15Q: 3 clusters Score -1.157198e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -11572688.000000 Penalty: 5720.879395
	Iteration 16Q: 3 clusters Score -1.157269e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -11573013.000000 Penalty: 5720.879395
	Iteration 17Q: 3 clusters Score -1.157301e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -11573260.000000 Penalty: 5720.879395
	Iteration 18Q: 3 clusters Score -1.157326e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -11573408.000000 Penalty: 5720.879395
	Iteration 19Q: 3 clusters Score -1.157341e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -11573554.000000 Penalty: 5720.879395
	Iteration 20F: 3 clusters Score -1.157355e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -11573621.000000 Penalty: 5720.879395
	Iteration 21Q: 3 clusters Score -1.157362e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -11573665.000000 Penalty: 5720.879395
	Iteration 22Q: 3 clusters Score -1.157366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -11573714.000000 Penalty: 5720.879395
	Iteration 23Q: 3 clusters Score -1.157371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -11573754.000000 Penalty: 5720.879395
	Iteration 24Q: 3 clusters Score -1.157375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -11573769.000000 Penalty: 5720.879395
	Iteration 25Q: 3 clusters Score -1.157377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -11573784.000000 Penalty: 5720.879395
	Iteration 26Q: 3 clusters Score -1.157378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -11573797.000000 Penalty: 5720.879395
	Iteration 27Q: 3 clusters Score -1.15738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -11573793.000000 Penalty: 5720.879395
	Iteration 28Q: 3 clusters Score -1.157379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -11573810.000000 Penalty: 5720.879395
	Iteration 29Q: 3 clusters Score -1.157381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -11573813.000000 Penalty: 5720.879395
	Iteration 30Q: 3 clusters Score -1.157381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -11573816.000000 Penalty: 5720.879395
	Iteration 31Q: 3 clusters Score -1.157382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -11573826.000000 Penalty: 5720.879395
	Iteration 32Q: 3 clusters Score -1.157383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -11573824.000000 Penalty: 5720.879395
	Iteration 33Q: 3 clusters Score -1.157382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -11573823.000000 Penalty: 5720.879395
	Iteration 34Q: 3 clusters Score -1.157382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -11573814.000000 Penalty: 5720.879395
	Iteration 35Q: 3 clusters Score -1.157381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -11573819.000000 Penalty: 5720.879395
	Iteration 36Q: 3 clusters Score -1.157382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -11573824.000000 Penalty: 5720.879395
	Iteration 37Q: 3 clusters Score -1.157382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -11573837.000000 Penalty: 5720.879395
	Iteration 38Q: 3 clusters Score -1.157384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -11573838.000000 Penalty: 5720.879395
	Iteration 39Q: 3 clusters Score -1.157384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -11573839.000000 Penalty: 5720.879395
	Iteration 40F: 3 clusters Score -1.157384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -11573842.000000 Penalty: 5720.879395
	Iteration 41Q: 3 clusters Score -1.157384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -11573837.000000 Penalty: 5720.879395
	Iteration 42Q: 3 clusters Score -1.157384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -11573839.000000 Penalty: 5720.879395
	Iteration 43Q: 3 clusters Score -1.157384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -11573836.000000 Penalty: 5720.879395
	Iteration 44Q: 3 clusters Score -1.157384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -11573836.000000 Penalty: 5720.879395
	Iteration 45Q: 3 clusters Score -1.157384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -11573836.000000 Penalty: 5720.879395
	Iteration 46F: 3 clusters Score -1.157384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Entering Unmasked Estep 
Score: -5395481.000000 Penalty: 2669.915039
	Iteration 0F: 2 clusters Score -5395481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5363516.500000 Penalty: 5339.830078
	Iteration 0F: 3 clusters Score -5363516 nChanged 21826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5375569.000000 Penalty: 5339.830078
	Iteration 1F: 3 clusters Score -5375569 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -5376130.000000 Penalty: 5339.830078
	Iteration 2Q: 3 clusters Score -5376130 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5376804.500000 Penalty: 5339.830078
	Iteration 3Q: 3 clusters Score -5376804 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5377662.000000 Penalty: 5339.830078
	Iteration 4Q: 3 clusters Score -5377662 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5378911.500000 Penalty: 5339.830078
	Iteration 5F: 3 clusters Score -5378912 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -5380933.500000 Penalty: 5339.830078
	Iteration 6F: 3 clusters Score -5380934 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -5383725.500000 Penalty: 5339.830078
	Iteration 7F: 3 clusters Score -5383726 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5386727.000000 Penalty: 5339.830078
	Iteration 8F: 3 clusters Score -5386727 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -5389275.500000 Penalty: 5339.830078
	Iteration 9F: 3 clusters Score -5389276 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5390919.500000 Penalty: 5339.830078
	Iteration 10Q: 3 clusters Score -5390920 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5391873.500000 Penalty: 5339.830078
	Iteration 11Q: 3 clusters Score -5391874 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5392362.500000 Penalty: 5339.830078
	Iteration 12Q: 3 clusters Score -5392362 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5392641.500000 Penalty: 5339.830078
	Iteration 13Q: 3 clusters Score -5392642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5392854.000000 Penalty: 5339.830078
	Iteration 14Q: 3 clusters Score -5392854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5392984.000000 Penalty: 5339.830078
	Iteration 15Q: 3 clusters Score -5392984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5393068.500000 Penalty: 5339.830078
	Iteration 16Q: 3 clusters Score -5393068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5393140.500000 Penalty: 5339.830078
	Iteration 17Q: 3 clusters Score -5393140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5393174.500000 Penalty: 5339.830078
	Iteration 18Q: 3 clusters Score -5393174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5393214.500000 Penalty: 5339.830078
	Iteration 19Q: 3 clusters Score -5393214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5393253.000000 Penalty: 5339.830078
	Iteration 20F: 3 clusters Score -5393253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5393294.000000 Penalty: 5339.830078
	Iteration 21Q: 3 clusters Score -5393294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5393312.500000 Penalty: 5339.830078
	Iteration 22Q: 3 clusters Score -5393312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5393322.500000 Penalty: 5339.830078
	Iteration 23Q: 3 clusters Score -5393322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5393339.500000 Penalty: 5339.830078
	Iteration 24Q: 3 clusters Score -5393340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5393340.500000 Penalty: 5339.830078
	Iteration 25Q: 3 clusters Score -5393340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5393352.000000 Penalty: 5339.830078
	Iteration 26Q: 3 clusters Score -5393352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5393356.000000 Penalty: 5339.830078
	Iteration 27Q: 3 clusters Score -5393356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5393364.000000 Penalty: 5339.830078
	Iteration 28Q: 3 clusters Score -5393364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5393366.500000 Penalty: 5339.830078
	Iteration 29Q: 3 clusters Score -5393366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5393365.000000 Penalty: 5339.830078
	Iteration 30Q: 3 clusters Score -5393365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5393366.500000 Penalty: 5339.830078
	Iteration 31Q: 3 clusters Score -5393366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5393376.500000 Penalty: 5339.830078
	Iteration 32Q: 3 clusters Score -5393376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5393370.500000 Penalty: 5339.830078
	Iteration 33Q: 3 clusters Score -5393370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5393381.000000 Penalty: 5339.830078
	Iteration 34Q: 3 clusters Score -5393381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5393384.000000 Penalty: 5339.830078
	Iteration 35Q: 3 clusters Score -5393384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5393389.500000 Penalty: 5339.830078
	Iteration 36Q: 3 clusters Score -5393390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5393387.000000 Penalty: 5339.830078
	Iteration 37Q: 3 clusters Score -5393387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5393385.000000 Penalty: 5339.830078
	Iteration 38Q: 3 clusters Score -5393385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5393389.000000 Penalty: 5339.830078
	Iteration 39Q: 3 clusters Score -5393389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5393388.500000 Penalty: 5339.830078
	Iteration 40F: 3 clusters Score -5393388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5393388.000000 Penalty: 5339.830078
	Iteration 41Q: 3 clusters Score -5393388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5393388.000000 Penalty: 5339.830078
	Iteration 42F: 3 clusters Score -5393388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -145620.234375 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -145620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -143442.453125 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -143442.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -143798.296875 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -143798.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -143912.453125 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -143912.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143967.671875 Penalty: 3595.963135
	Iteration 3Q: 3 clusters Score -143967.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144010.078125 Penalty: 3595.963135
	Iteration 4Q: 3 clusters Score -144010.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144030.031250 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -144030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144041.921875 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -144041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144047.000000 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -144047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144050.500000 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -144050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144052.625000 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -144052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144055.359375 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -144055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144059.218750 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -144059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -144061.671875 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -144061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144064.156250 Penalty: 3595.963135
	Iteration 13Q: 3 clusters Score -144064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144064.609375 Penalty: 3595.963135
	Iteration 14Q: 3 clusters Score -144064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144066.562500 Penalty: 3595.963135
	Iteration 15Q: 3 clusters Score -144066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144067.984375 Penalty: 3595.963135
	Iteration 16Q: 3 clusters Score -144068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144069.062500 Penalty: 3595.963135
	Iteration 17Q: 3 clusters Score -144069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144069.390625 Penalty: 3595.963135
	Iteration 18Q: 3 clusters Score -144069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144069.390625 Penalty: 3595.963135
	Iteration 19F: 3 clusters Score -144069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128476.320312 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128476.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128758.296875 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128758.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128832.984375 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128873.929688 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128873.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128894.992188 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -128895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128913.437500 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -128913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128921.117188 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -128921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128926.507812 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -128926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128930.960938 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -128931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128938.562500 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -128938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128943.546875 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -128943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128947.914062 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -128947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128949.632812 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -128949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128951.390625 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -128951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128952.820312 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -128952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128952.820312 Penalty: 3507.500244
	Iteration 15F: 3 clusters Score -128952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Entering Unmasked Estep 
Score: -2815192.500000 Penalty: 2514.568359
	Iteration 0F: 2 clusters Score -2815192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2797634.000000 Penalty: 5029.136719
	Iteration 0F: 3 clusters Score -2797634 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2803737.250000 Penalty: 5029.136719
	Iteration 1F: 3 clusters Score -2803737 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2804205.750000 Penalty: 5029.136719
	Iteration 2F: 3 clusters Score -2804206 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2804655.750000 Penalty: 5029.136719
	Iteration 3Q: 3 clusters Score -2804656 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2805165.000000 Penalty: 5029.136719
	Iteration 4Q: 3 clusters Score -2805165 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2805838.250000 Penalty: 5029.136719
	Iteration 5F: 3 clusters Score -2805838 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2806737.000000 Penalty: 5029.136719
	Iteration 6F: 3 clusters Score -2806737 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2807816.000000 Penalty: 5029.136719
	Iteration 7F: 3 clusters Score -2807816 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2808967.250000 Penalty: 5029.136719
	Iteration 8F: 3 clusters Score -2808967 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2809962.750000 Penalty: 5029.136719
	Iteration 9F: 3 clusters Score -2809963 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2810853.000000 Penalty: 5029.136719
	Iteration 10Q: 3 clusters Score -2810853 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2811578.500000 Penalty: 5029.136719
	Iteration 11Q: 3 clusters Score -2811578 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2812080.000000 Penalty: 5029.136719
	Iteration 12Q: 3 clusters Score -2812080 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2812414.750000 Penalty: 5029.136719
	Iteration 13Q: 3 clusters Score -2812415 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2812687.250000 Penalty: 5029.136719
	Iteration 14Q: 3 clusters Score -2812687 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2812917.500000 Penalty: 5029.136719
	Iteration 15Q: 3 clusters Score -2812918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2813099.000000 Penalty: 5029.136719
	Iteration 16Q: 3 clusters Score -2813099 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2813239.000000 Penalty: 5029.136719
	Iteration 17Q: 3 clusters Score -2813239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2813316.500000 Penalty: 5029.136719
	Iteration 18Q: 3 clusters Score -2813316 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2813379.000000 Penalty: 5029.136719
	Iteration 19Q: 3 clusters Score -2813379 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2813426.500000 Penalty: 5029.136719
	Iteration 20F: 3 clusters Score -2813426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2813448.750000 Penalty: 5029.136719
	Iteration 21Q: 3 clusters Score -2813449 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2813491.750000 Penalty: 5029.136719
	Iteration 22Q: 3 clusters Score -2813492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2813499.500000 Penalty: 5029.136719
	Iteration 23Q: 3 clusters Score -2813500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2813532.500000 Penalty: 5029.136719
	Iteration 24Q: 3 clusters Score -2813532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2813564.000000 Penalty: 5029.136719
	Iteration 25Q: 3 clusters Score -2813564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2813587.500000 Penalty: 5029.136719
	Iteration 26Q: 3 clusters Score -2813588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2813602.750000 Penalty: 5029.136719
	Iteration 27Q: 3 clusters Score -2813603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2813612.250000 Penalty: 5029.136719
	Iteration 28Q: 3 clusters Score -2813612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2813626.750000 Penalty: 5029.136719
	Iteration 29Q: 3 clusters Score -2813627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2813634.500000 Penalty: 5029.136719
	Iteration 30Q: 3 clusters Score -2813634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2813644.000000 Penalty: 5029.136719
	Iteration 31Q: 3 clusters Score -2813644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2813654.250000 Penalty: 5029.136719
	Iteration 32Q: 3 clusters Score -2813654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2813667.000000 Penalty: 5029.136719
	Iteration 33Q: 3 clusters Score -2813667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2813675.000000 Penalty: 5029.136719
	Iteration 34Q: 3 clusters Score -2813675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2813679.500000 Penalty: 5029.136719
	Iteration 35Q: 3 clusters Score -2813680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2813684.750000 Penalty: 5029.136719
	Iteration 36Q: 3 clusters Score -2813685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2813693.750000 Penalty: 5029.136719
	Iteration 37Q: 3 clusters Score -2813694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2813706.750000 Penalty: 5029.136719
	Iteration 38Q: 3 clusters Score -2813707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2813708.250000 Penalty: 5029.136719
	Iteration 39Q: 3 clusters Score -2813708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2813716.750000 Penalty: 5029.136719
	Iteration 40F: 3 clusters Score -2813717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2813727.250000 Penalty: 5029.136719
	Iteration 41Q: 3 clusters Score -2813727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2813728.750000 Penalty: 5029.136719
	Iteration 42Q: 3 clusters Score -2813729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2813728.500000 Penalty: 5029.136719
	Iteration 43Q: 3 clusters Score -2813728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2813734.750000 Penalty: 5029.136719
	Iteration 44Q: 3 clusters Score -2813735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2813738.000000 Penalty: 5029.136719
	Iteration 45Q: 3 clusters Score -2813738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2813740.250000 Penalty: 5029.136719
	Iteration 46Q: 3 clusters Score -2813740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2813745.250000 Penalty: 5029.136719
	Iteration 47Q: 3 clusters Score -2813745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2813752.250000 Penalty: 5029.136719
	Iteration 48Q: 3 clusters Score -2813752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2813759.000000 Penalty: 5029.136719
	Iteration 49Q: 3 clusters Score -2813759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2813761.750000 Penalty: 5029.136719
	Iteration 50Q: 3 clusters Score -2813762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2813766.500000 Penalty: 5029.136719
	Iteration 51Q: 3 clusters Score -2813766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2813763.250000 Penalty: 5029.136719
	Iteration 52Q: 3 clusters Score -2813763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2813771.250000 Penalty: 5029.136719
	Iteration 53Q: 3 clusters Score -2813771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2813775.750000 Penalty: 5029.136719
	Iteration 54Q: 3 clusters Score -2813776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2813784.000000 Penalty: 5029.136719
	Iteration 55Q: 3 clusters Score -2813784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2813796.000000 Penalty: 5029.136719
	Iteration 56Q: 3 clusters Score -2813796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2813792.500000 Penalty: 5029.136719
	Iteration 57Q: 3 clusters Score -2813792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2813787.250000 Penalty: 5029.136719
	Iteration 58Q: 3 clusters Score -2813787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2813792.500000 Penalty: 5029.136719
	Iteration 59Q: 3 clusters Score -2813792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2813790.500000 Penalty: 5029.136719
	Iteration 60F: 3 clusters Score -2813790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2813796.750000 Penalty: 5029.136719
	Iteration 61Q: 3 clusters Score -2813797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2813800.250000 Penalty: 5029.136719
	Iteration 62Q: 3 clusters Score -2813800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2813797.500000 Penalty: 5029.136719
	Iteration 63Q: 3 clusters Score -2813798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2813801.750000 Penalty: 5029.136719
	Iteration 64Q: 3 clusters Score -2813802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2813814.500000 Penalty: 5029.136719
	Iteration 65Q: 3 clusters Score -2813814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2813818.750000 Penalty: 5029.136719
	Iteration 66Q: 3 clusters Score -2813819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2813823.000000 Penalty: 5029.136719
	Iteration 67Q: 3 clusters Score -2813823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2813822.750000 Penalty: 5029.136719
	Iteration 68Q: 3 clusters Score -2813823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2813826.500000 Penalty: 5029.136719
	Iteration 69Q: 3 clusters Score -2813826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2813827.000000 Penalty: 5029.136719
	Iteration 70Q: 3 clusters Score -2813827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2813835.250000 Penalty: 5029.136719
	Iteration 71Q: 3 clusters Score -2813835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2813836.500000 Penalty: 5029.136719
	Iteration 72Q: 3 clusters Score -2813836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2813835.500000 Penalty: 5029.136719
	Iteration 73Q: 3 clusters Score -2813836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2813845.000000 Penalty: 5029.136719
	Iteration 74Q: 3 clusters Score -2813845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2813850.500000 Penalty: 5029.136719
	Iteration 75Q: 3 clusters Score -2813850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2813848.250000 Penalty: 5029.136719
	Iteration 76Q: 3 clusters Score -2813848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2813850.500000 Penalty: 5029.136719
	Iteration 77Q: 3 clusters Score -2813850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2813852.250000 Penalty: 5029.136719
	Iteration 78Q: 3 clusters Score -2813852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2813853.500000 Penalty: 5029.136719
	Iteration 79Q: 3 clusters Score -2813854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2813856.750000 Penalty: 5029.136719
	Iteration 80F: 3 clusters Score -2813857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2813854.500000 Penalty: 5029.136719
	Iteration 81Q: 3 clusters Score -2813854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2813856.500000 Penalty: 5029.136719
	Iteration 82Q: 3 clusters Score -2813856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2813859.500000 Penalty: 5029.136719
	Iteration 83Q: 3 clusters Score -2813860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2813853.250000 Penalty: 5029.136719
	Iteration 84Q: 3 clusters Score -2813853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2813856.250000 Penalty: 5029.136719
	Iteration 85Q: 3 clusters Score -2813856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2813856.750000 Penalty: 5029.136719
	Iteration 86Q: 3 clusters Score -2813857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2813859.500000 Penalty: 5029.136719
	Iteration 87Q: 3 clusters Score -2813860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2813860.750000 Penalty: 5029.136719
	Iteration 88Q: 3 clusters Score -2813861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2813858.500000 Penalty: 5029.136719
	Iteration 89Q: 3 clusters Score -2813858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2813861.750000 Penalty: 5029.136719
	Iteration 90Q: 3 clusters Score -2813862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2813867.000000 Penalty: 5029.136719
	Iteration 91Q: 3 clusters Score -2813867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2813863.750000 Penalty: 5029.136719
	Iteration 92Q: 3 clusters Score -2813864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2813865.000000 Penalty: 5029.136719
	Iteration 93Q: 3 clusters Score -2813865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2813869.750000 Penalty: 5029.136719
	Iteration 94Q: 3 clusters Score -2813870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2813871.500000 Penalty: 5029.136719
	Iteration 95Q: 3 clusters Score -2813872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2813875.750000 Penalty: 5029.136719
	Iteration 96Q: 3 clusters Score -2813876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2813875.750000 Penalty: 5029.136719
	Iteration 97Q: 3 clusters Score -2813876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2813880.000000 Penalty: 5029.136719
	Iteration 98Q: 3 clusters Score -2813880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2813885.000000 Penalty: 5029.136719
	Iteration 99Q: 3 clusters Score -2813885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2813881.250000 Penalty: 5029.136719
	Iteration 100F: 3 clusters Score -2813881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2813887.000000 Penalty: 5029.136719
	Iteration 101Q: 3 clusters Score -2813887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2813883.500000 Penalty: 5029.136719
	Iteration 102Q: 3 clusters Score -2813884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2813882.750000 Penalty: 5029.136719
	Iteration 103Q: 3 clusters Score -2813883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2813882.500000 Penalty: 5029.136719
	Iteration 104Q: 3 clusters Score -2813882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2813885.750000 Penalty: 5029.136719
	Iteration 105Q: 3 clusters Score -2813886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2813886.000000 Penalty: 5029.136719
	Iteration 106Q: 3 clusters Score -2813886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2813888.500000 Penalty: 5029.136719
	Iteration 107Q: 3 clusters Score -2813888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2813888.500000 Penalty: 5029.136719
	Iteration 108Q: 3 clusters Score -2813888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2813888.750000 Penalty: 5029.136719
	Iteration 109Q: 3 clusters Score -2813889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2813888.750000 Penalty: 5029.136719
	Iteration 110F: 3 clusters Score -2813889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -430367.156250 Penalty: 2072.716553
	Iteration 0F: 2 clusters Score -430367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -426339.312500 Penalty: 4145.433105
	Iteration 0F: 3 clusters Score -426339.3 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -427485.218750 Penalty: 4145.433105
	Iteration 1F: 3 clusters Score -427485.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -427796.437500 Penalty: 4145.433105
	Iteration 2F: 3 clusters Score -427796.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -428050.218750 Penalty: 4145.433105
	Iteration 3F: 3 clusters Score -428050.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -428315.750000 Penalty: 4145.433105
	Iteration 4F: 3 clusters Score -428315.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -428645.187500 Penalty: 4145.433105
	Iteration 5F: 3 clusters Score -428645.2 nChanged 242
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: -428985.031250 Penalty: 4145.433105
	Iteration 6F: 3 clusters Score -428985 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -429309.562500 Penalty: 4145.433105
	Iteration 7F: 3 clusters Score -429309.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -429587.468750 Penalty: 4145.433105
	Iteration 8Q: 3 clusters Score -429587.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -429779.937500 Penalty: 4145.433105
	Iteration 9Q: 3 clusters Score -429779.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -429902.093750 Penalty: 4145.433105
	Iteration 10Q: 3 clusters Score -429902.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -429995.937500 Penalty: 4145.433105
	Iteration 11Q: 3 clusters Score -429995.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -430057.093750 Penalty: 4145.433105
	Iteration 12Q: 3 clusters Score -430057.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -430115.281250 Penalty: 4145.433105
	Iteration 13Q: 3 clusters Score -430115.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -430175.218750 Penalty: 4145.433105
	Iteration 14Q: 3 clusters Score -430175.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -430222.906250 Penalty: 4145.433105
	Iteration 15Q: 3 clusters Score -430222.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -430254.343750 Penalty: 4145.433105
	Iteration 16Q: 3 clusters Score -430254.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -430277.000000 Penalty: 4145.433105
	Iteration 17Q: 3 clusters Score -430277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -430291.406250 Penalty: 4145.433105
	Iteration 18Q: 3 clusters Score -430291.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -430308.687500 Penalty: 4145.433105
	Iteration 19Q: 3 clusters Score -430308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -430327.937500 Penalty: 4145.433105
	Iteration 20F: 3 clusters Score -430327.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -430336.968750 Penalty: 4145.433105
	Iteration 21Q: 3 clusters Score -430337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -430343.625000 Penalty: 4145.433105
	Iteration 22Q: 3 clusters Score -430343.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -430350.781250 Penalty: 4145.433105
	Iteration 23Q: 3 clusters Score -430350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -430354.875000 Penalty: 4145.433105
	Iteration 24Q: 3 clusters Score -430354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -430357.218750 Penalty: 4145.433105
	Iteration 25Q: 3 clusters Score -430357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -430358.875000 Penalty: 4145.433105
	Iteration 26Q: 3 clusters Score -430358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -430363.500000 Penalty: 4145.433105
	Iteration 27Q: 3 clusters Score -430363.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -430365.750000 Penalty: 4145.433105
	Iteration 28Q: 3 clusters Score -430365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -430367.375000 Penalty: 4145.433105
	Iteration 29Q: 3 clusters Score -430367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -430369.406250 Penalty: 4145.433105
	Iteration 30Q: 3 clusters Score -430369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -430371.531250 Penalty: 4145.433105
	Iteration 31Q: 3 clusters Score -430371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -430373.218750 Penalty: 4145.433105
	Iteration 32Q: 3 clusters Score -430373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -430374.875000 Penalty: 4145.433105
	Iteration 33Q: 3 clusters Score -430374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -430377.093750 Penalty: 4145.433105
	Iteration 34Q: 3 clusters Score -430377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -430380.500000 Penalty: 4145.433105
	Iteration 35Q: 3 clusters Score -430380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -430382.062500 Penalty: 4145.433105
	Iteration 36Q: 3 clusters Score -430382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -430383.937500 Penalty: 4145.433105
	Iteration 37Q: 3 clusters Score -430383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -430385.281250 Penalty: 4145.433105
	Iteration 38Q: 3 clusters Score -430385.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -430386.437500 Penalty: 4145.433105
	Iteration 39Q: 3 clusters Score -430386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -430386.031250 Penalty: 4145.433105
	Iteration 40F: 3 clusters Score -430386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -430386.375000 Penalty: 4145.433105
	Iteration 41Q: 3 clusters Score -430386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -430386.906250 Penalty: 4145.433105
	Iteration 42Q: 3 clusters Score -430386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -430386.906250 Penalty: 4145.433105
	Iteration 43F: 3 clusters Score -430386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 56592 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42025 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102133 members 
Mstep: Class 13 contains 47372 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 21662 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32862 members 
Mstep: Class 26 contains 15527 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18940 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343617 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15023 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8818 members 
Mstep: Class 46 contains 2824 members 
Entering Unmasked Estep 
Score: -110915264.000000 Penalty: 157755.078125
Splitting cluster 17 changes total score from -110916800.000000 to -110915264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (21662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Entering Unmasked Estep 
Score: -2479464.000000 Penalty: 2475.862061
	Iteration 0F: 2 clusters Score -2479464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2464246.000000 Penalty: 4951.724121
	Iteration 0F: 3 clusters Score -2464246 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2469390.500000 Penalty: 4951.724121
	Iteration 1F: 3 clusters Score -2469390 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2469858.000000 Penalty: 4951.724121
	Iteration 2F: 3 clusters Score -2469858 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2470319.000000 Penalty: 4951.724121
	Iteration 3F: 3 clusters Score -2470319 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2470788.750000 Penalty: 4951.724121
	Iteration 4Q: 3 clusters Score -2470789 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2471304.750000 Penalty: 4951.724121
	Iteration 5Q: 3 clusters Score -2471305 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2471888.000000 Penalty: 4951.724121
	Iteration 6Q: 3 clusters Score -2471888 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2472698.500000 Penalty: 4951.724121
	Iteration 7F: 3 clusters Score -2472698 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2473761.250000 Penalty: 4951.724121
	Iteration 8F: 3 clusters Score -2473761 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2475141.000000 Penalty: 4951.724121
	Iteration 9F: 3 clusters Score -2475141 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2476353.250000 Penalty: 4951.724121
	Iteration 10F: 3 clusters Score -2476353 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2477034.250000 Penalty: 4951.724121
	Iteration 11Q: 3 clusters Score -2477034 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2477364.250000 Penalty: 4951.724121
	Iteration 12Q: 3 clusters Score -2477364 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2477493.000000 Penalty: 4951.724121
	Iteration 13Q: 3 clusters Score -2477493 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2477583.000000 Penalty: 4951.724121
	Iteration 14Q: 3 clusters Score -2477583 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2477643.500000 Penalty: 4951.724121
	Iteration 15Q: 3 clusters Score -2477644 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2477674.000000 Penalty: 4951.724121
	Iteration 16Q: 3 clusters Score -2477674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2477687.500000 Penalty: 4951.724121
	Iteration 17Q: 3 clusters Score -2477688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2477716.250000 Penalty: 4951.724121
	Iteration 18Q: 3 clusters Score -2477716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2477743.000000 Penalty: 4951.724121
	Iteration 19Q: 3 clusters Score -2477743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2477762.000000 Penalty: 4951.724121
	Iteration 20F: 3 clusters Score -2477762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2477773.500000 Penalty: 4951.724121
	Iteration 21Q: 3 clusters Score -2477774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2477796.750000 Penalty: 4951.724121
	Iteration 22Q: 3 clusters Score -2477797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2477804.250000 Penalty: 4951.724121
	Iteration 23Q: 3 clusters Score -2477804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2477820.750000 Penalty: 4951.724121
	Iteration 24Q: 3 clusters Score -2477821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2477824.250000 Penalty: 4951.724121
	Iteration 25Q: 3 clusters Score -2477824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2477833.500000 Penalty: 4951.724121
	Iteration 26Q: 3 clusters Score -2477834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2477842.250000 Penalty: 4951.724121
	Iteration 27Q: 3 clusters Score -2477842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2477847.250000 Penalty: 4951.724121
	Iteration 28Q: 3 clusters Score -2477847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2477851.500000 Penalty: 4951.724121
	Iteration 29Q: 3 clusters Score -2477852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2477847.250000 Penalty: 4951.724121
	Iteration 30Q: 3 clusters Score -2477847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2477847.750000 Penalty: 4951.724121
	Iteration 31Q: 3 clusters Score -2477848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2477853.500000 Penalty: 4951.724121
	Iteration 32Q: 3 clusters Score -2477854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2477859.500000 Penalty: 4951.724121
	Iteration 33Q: 3 clusters Score -2477860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2477859.750000 Penalty: 4951.724121
	Iteration 34Q: 3 clusters Score -2477860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2477856.500000 Penalty: 4951.724121
	Iteration 35Q: 3 clusters Score -2477856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2477860.500000 Penalty: 4951.724121
	Iteration 36Q: 3 clusters Score -2477860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2477873.750000 Penalty: 4951.724121
	Iteration 37Q: 3 clusters Score -2477874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2477877.250000 Penalty: 4951.724121
	Iteration 38Q: 3 clusters Score -2477877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2477875.500000 Penalty: 4951.724121
	Iteration 39Q: 3 clusters Score -2477876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2477875.500000 Penalty: 4951.724121
	Iteration 40F: 3 clusters Score -2477876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2477875.500000 Penalty: 4951.724121
	Iteration 41Q: 3 clusters Score -2477876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2477877.250000 Penalty: 4951.724121
	Iteration 42Q: 3 clusters Score -2477877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2477876.000000 Penalty: 4951.724121
	Iteration 43Q: 3 clusters Score -2477876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2477880.000000 Penalty: 4951.724121
	Iteration 44Q: 3 clusters Score -2477880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2477875.750000 Penalty: 4951.724121
	Iteration 45Q: 3 clusters Score -2477876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2477874.500000 Penalty: 4951.724121
	Iteration 46Q: 3 clusters Score -2477874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2477874.500000 Penalty: 4951.724121
	Iteration 47Q: 3 clusters Score -2477874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2477875.000000 Penalty: 4951.724121
	Iteration 48Q: 3 clusters Score -2477875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2477872.500000 Penalty: 4951.724121
	Iteration 49Q: 3 clusters Score -2477872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2477871.000000 Penalty: 4951.724121
	Iteration 50Q: 3 clusters Score -2477871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2477882.750000 Penalty: 4951.724121
	Iteration 51Q: 3 clusters Score -2477883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2477884.750000 Penalty: 4951.724121
	Iteration 52Q: 3 clusters Score -2477885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2477880.500000 Penalty: 4951.724121
	Iteration 53Q: 3 clusters Score -2477880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2477887.500000 Penalty: 4951.724121
	Iteration 54Q: 3 clusters Score -2477888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2477889.000000 Penalty: 4951.724121
	Iteration 55Q: 3 clusters Score -2477889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2477886.500000 Penalty: 4951.724121
	Iteration 56Q: 3 clusters Score -2477886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2477887.750000 Penalty: 4951.724121
	Iteration 57Q: 3 clusters Score -2477888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2477888.250000 Penalty: 4951.724121
	Iteration 58Q: 3 clusters Score -2477888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2477886.500000 Penalty: 4951.724121
	Iteration 59Q: 3 clusters Score -2477886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2477888.250000 Penalty: 4951.724121
	Iteration 60F: 3 clusters Score -2477888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2477894.000000 Penalty: 4951.724121
	Iteration 61Q: 3 clusters Score -2477894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2477894.500000 Penalty: 4951.724121
	Iteration 62Q: 3 clusters Score -2477894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2477897.000000 Penalty: 4951.724121
	Iteration 63Q: 3 clusters Score -2477897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2477898.500000 Penalty: 4951.724121
	Iteration 64Q: 3 clusters Score -2477898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2477899.250000 Penalty: 4951.724121
	Iteration 65Q: 3 clusters Score -2477899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2477904.000000 Penalty: 4951.724121
	Iteration 66Q: 3 clusters Score -2477904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2477903.500000 Penalty: 4951.724121
	Iteration 67Q: 3 clusters Score -2477904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2477903.750000 Penalty: 4951.724121
	Iteration 68Q: 3 clusters Score -2477904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2477903.000000 Penalty: 4951.724121
	Iteration 69Q: 3 clusters Score -2477903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2477909.250000 Penalty: 4951.724121
	Iteration 70Q: 3 clusters Score -2477909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2477911.250000 Penalty: 4951.724121
	Iteration 71Q: 3 clusters Score -2477911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2477914.750000 Penalty: 4951.724121
	Iteration 72Q: 3 clusters Score -2477915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2477917.000000 Penalty: 4951.724121
	Iteration 73Q: 3 clusters Score -2477917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2477917.000000 Penalty: 4951.724121
	Iteration 74Q: 3 clusters Score -2477917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2477917.750000 Penalty: 4951.724121
	Iteration 75Q: 3 clusters Score -2477918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2477917.000000 Penalty: 4951.724121
	Iteration 76Q: 3 clusters Score -2477917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2477921.500000 Penalty: 4951.724121
	Iteration 77Q: 3 clusters Score -2477922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2477930.250000 Penalty: 4951.724121
	Iteration 78Q: 3 clusters Score -2477930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2477932.000000 Penalty: 4951.724121
	Iteration 79Q: 3 clusters Score -2477932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2477934.750000 Penalty: 4951.724121
	Iteration 80F: 3 clusters Score -2477935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2477936.750000 Penalty: 4951.724121
	Iteration 81Q: 3 clusters Score -2477937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2477949.500000 Penalty: 4951.724121
	Iteration 82Q: 3 clusters Score -2477950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2477953.250000 Penalty: 4951.724121
	Iteration 83Q: 3 clusters Score -2477953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2477971.500000 Penalty: 4951.724121
	Iteration 84Q: 3 clusters Score -2477972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2477979.000000 Penalty: 4951.724121
	Iteration 85Q: 3 clusters Score -2477979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2477983.500000 Penalty: 4951.724121
	Iteration 86Q: 3 clusters Score -2477984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2478016.500000 Penalty: 4951.724121
	Iteration 87Q: 3 clusters Score -2478016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2478039.000000 Penalty: 4951.724121
	Iteration 88Q: 3 clusters Score -2478039 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2478064.500000 Penalty: 4951.724121
	Iteration 89Q: 3 clusters Score -2478064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2478080.500000 Penalty: 4951.724121
	Iteration 90Q: 3 clusters Score -2478080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2478098.750000 Penalty: 4951.724121
	Iteration 91Q: 3 clusters Score -2478099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2478119.000000 Penalty: 4951.724121
	Iteration 92Q: 3 clusters Score -2478119 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2478153.250000 Penalty: 4951.724121
	Iteration 93Q: 3 clusters Score -2478153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2478167.250000 Penalty: 4951.724121
	Iteration 94Q: 3 clusters Score -2478167 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2478190.000000 Penalty: 4951.724121
	Iteration 95Q: 3 clusters Score -2478190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2478229.250000 Penalty: 4951.724121
	Iteration 96Q: 3 clusters Score -2478229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2478258.000000 Penalty: 4951.724121
	Iteration 97Q: 3 clusters Score -2478258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2478287.250000 Penalty: 4951.724121
	Iteration 98Q: 3 clusters Score -2478287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2478304.000000 Penalty: 4951.724121
	Iteration 99Q: 3 clusters Score -2478304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2478339.250000 Penalty: 4951.724121
	Iteration 100F: 3 clusters Score -2478339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2478406.000000 Penalty: 4951.724121
	Iteration 101Q: 3 clusters Score -2478406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2478483.500000 Penalty: 4951.724121
	Iteration 102Q: 3 clusters Score -2478484 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2478601.250000 Penalty: 4951.724121
	Iteration 103Q: 3 clusters Score -2478601 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2478780.500000 Penalty: 4951.724121
	Iteration 104Q: 3 clusters Score -2478780 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2478973.500000 Penalty: 4951.724121
	Iteration 105Q: 3 clusters Score -2478974 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2479101.500000 Penalty: 4951.724121
	Iteration 106Q: 3 clusters Score -2479102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2479182.500000 Penalty: 4951.724121
	Iteration 107Q: 3 clusters Score -2479182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2479227.250000 Penalty: 4951.724121
	Iteration 108Q: 3 clusters Score -2479227 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2479263.250000 Penalty: 4951.724121
	Iteration 109Q: 3 clusters Score -2479263 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2479289.000000 Penalty: 4951.724121
	Iteration 110Q: 3 clusters Score -2479289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2479318.750000 Penalty: 4951.724121
	Iteration 111Q: 3 clusters Score -2479319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2479336.000000 Penalty: 4951.724121
	Iteration 112Q: 3 clusters Score -2479336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2479361.250000 Penalty: 4951.724121
	Iteration 113Q: 3 clusters Score -2479361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2479385.000000 Penalty: 4951.724121
	Iteration 114Q: 3 clusters Score -2479385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2479412.250000 Penalty: 4951.724121
	Iteration 115Q: 3 clusters Score -2479412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2479428.500000 Penalty: 4951.724121
	Iteration 116Q: 3 clusters Score -2479428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2479436.250000 Penalty: 4951.724121
	Iteration 117Q: 3 clusters Score -2479436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2479449.750000 Penalty: 4951.724121
	Iteration 118Q: 3 clusters Score -2479450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2479472.500000 Penalty: 4951.724121
	Iteration 119Q: 3 clusters Score -2479472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2479489.500000 Penalty: 4951.724121
	Iteration 120F: 3 clusters Score -2479490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2479498.250000 Penalty: 4951.724121
	Iteration 121Q: 3 clusters Score -2479498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2479509.500000 Penalty: 4951.724121
	Iteration 122Q: 3 clusters Score -2479510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2479512.750000 Penalty: 4951.724121
	Iteration 123Q: 3 clusters Score -2479513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2479517.250000 Penalty: 4951.724121
	Iteration 124Q: 3 clusters Score -2479517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2479513.000000 Penalty: 4951.724121
	Iteration 125Q: 3 clusters Score -2479513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2479518.000000 Penalty: 4951.724121
	Iteration 126Q: 3 clusters Score -2479518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2479521.500000 Penalty: 4951.724121
	Iteration 127Q: 3 clusters Score -2479522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2479524.500000 Penalty: 4951.724121
	Iteration 128Q: 3 clusters Score -2479524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2479528.000000 Penalty: 4951.724121
	Iteration 129Q: 3 clusters Score -2479528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2479527.500000 Penalty: 4951.724121
	Iteration 130Q: 3 clusters Score -2479528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2479526.750000 Penalty: 4951.724121
	Iteration 131Q: 3 clusters Score -2479527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2479530.500000 Penalty: 4951.724121
	Iteration 132Q: 3 clusters Score -2479530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2479526.500000 Penalty: 4951.724121
	Iteration 133Q: 3 clusters Score -2479526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2479527.000000 Penalty: 4951.724121
	Iteration 134Q: 3 clusters Score -2479527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2479529.000000 Penalty: 4951.724121
	Iteration 135Q: 3 clusters Score -2479529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2479529.750000 Penalty: 4951.724121
	Iteration 136Q: 3 clusters Score -2479530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2479528.250000 Penalty: 4951.724121
	Iteration 137Q: 3 clusters Score -2479528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2479529.500000 Penalty: 4951.724121
	Iteration 138Q: 3 clusters Score -2479530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2479532.500000 Penalty: 4951.724121
	Iteration 139Q: 3 clusters Score -2479532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2479528.000000 Penalty: 4951.724121
	Iteration 140F: 3 clusters Score -2479528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2479527.750000 Penalty: 4951.724121
	Iteration 141Q: 3 clusters Score -2479528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2479527.500000 Penalty: 4951.724121
	Iteration 142Q: 3 clusters Score -2479528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2479525.500000 Penalty: 4951.724121
	Iteration 143Q: 3 clusters Score -2479526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2479526.500000 Penalty: 4951.724121
	Iteration 144Q: 3 clusters Score -2479526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2479528.000000 Penalty: 4951.724121
	Iteration 145Q: 3 clusters Score -2479528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2479525.250000 Penalty: 4951.724121
	Iteration 146Q: 3 clusters Score -2479525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2479527.000000 Penalty: 4951.724121
	Iteration 147Q: 3 clusters Score -2479527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2479527.000000 Penalty: 4951.724121
	Iteration 148F: 3 clusters Score -2479527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 56592 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42025 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102133 members 
Mstep: Class 13 contains 47372 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32862 members 
Mstep: Class 26 contains 15527 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18940 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343617 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15023 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8818 members 
Mstep: Class 46 contains 13814 members 
Entering Unmasked Estep 
Score: -110916064.000000 Penalty: 157755.078125
Splitting cluster 18 changes total score from -110916800.000000 to -110916064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (8657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Entering Unmasked Estep 
Score: -961893.375000 Penalty: 2248.398682
	Iteration 0F: 2 clusters Score -961893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -955103.562500 Penalty: 4496.797363
	Iteration 0F: 3 clusters Score -955103.6 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -957048.250000 Penalty: 4496.797363
	Iteration 1F: 3 clusters Score -957048.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -957418.125000 Penalty: 4496.797363
	Iteration 2F: 3 clusters Score -957418.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -957732.625000 Penalty: 4496.797363
	Iteration 3F: 3 clusters Score -957732.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -957990.250000 Penalty: 4496.797363
	Iteration 4F: 3 clusters Score -957990.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -958201.625000 Penalty: 4496.797363
	Iteration 5Q: 3 clusters Score -958201.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -958390.375000 Penalty: 4496.797363
	Iteration 6Q: 3 clusters Score -958390.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -958577.375000 Penalty: 4496.797363
	Iteration 7Q: 3 clusters Score -958577.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -958768.062500 Penalty: 4496.797363
	Iteration 8Q: 3 clusters Score -958768.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -958973.562500 Penalty: 4496.797363
	Iteration 9Q: 3 clusters Score -958973.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -959151.312500 Penalty: 4496.797363
	Iteration 10Q: 3 clusters Score -959151.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -959299.125000 Penalty: 4496.797363
	Iteration 11Q: 3 clusters Score -959299.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -959402.750000 Penalty: 4496.797363
	Iteration 12Q: 3 clusters Score -959402.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -959509.437500 Penalty: 4496.797363
	Iteration 13Q: 3 clusters Score -959509.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -959591.562500 Penalty: 4496.797363
	Iteration 14Q: 3 clusters Score -959591.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -959642.875000 Penalty: 4496.797363
	Iteration 15Q: 3 clusters Score -959642.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -959699.000000 Penalty: 4496.797363
	Iteration 16Q: 3 clusters Score -959699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -959758.125000 Penalty: 4496.797363
	Iteration 17Q: 3 clusters Score -959758.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -959795.687500 Penalty: 4496.797363
	Iteration 18Q: 3 clusters Score -959795.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -959825.875000 Penalty: 4496.797363
	Iteration 19Q: 3 clusters Score -959825.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -959855.812500 Penalty: 4496.797363
	Iteration 20F: 3 clusters Score -959855.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -959882.500000 Penalty: 4496.797363
	Iteration 21Q: 3 clusters Score -959882.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -959910.125000 Penalty: 4496.797363
	Iteration 22Q: 3 clusters Score -959910.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -959927.875000 Penalty: 4496.797363
	Iteration 23Q: 3 clusters Score -959927.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -959943.187500 Penalty: 4496.797363
	Iteration 24Q: 3 clusters Score -959943.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -959960.750000 Penalty: 4496.797363
	Iteration 25Q: 3 clusters Score -959960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -959969.687500 Penalty: 4496.797363
	Iteration 26Q: 3 clusters Score -959969.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -959974.875000 Penalty: 4496.797363
	Iteration 27Q: 3 clusters Score -959974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -959979.312500 Penalty: 4496.797363
	Iteration 28Q: 3 clusters Score -959979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -959979.250000 Penalty: 4496.797363
	Iteration 29Q: 3 clusters Score -959979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -959981.125000 Penalty: 4496.797363
	Iteration 30Q: 3 clusters Score -959981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -959980.937500 Penalty: 4496.797363
	Iteration 31Q: 3 clusters Score -959980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -959984.312500 Penalty: 4496.797363
	Iteration 32Q: 3 clusters Score -959984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -959984.812500 Penalty: 4496.797363
	Iteration 33Q: 3 clusters Score -959984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -959984.812500 Penalty: 4496.797363
	Iteration 34F: 3 clusters Score -959984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -614200.062500 Penalty: 2143.362793
	Iteration 0F: 2 clusters Score -614200.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -609350.062500 Penalty: 4286.725586
	Iteration 0F: 3 clusters Score -609350.1 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -610646.437500 Penalty: 4286.725586
	Iteration 1F: 3 clusters Score -610646.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -610954.937500 Penalty: 4286.725586
	Iteration 2F: 3 clusters Score -610954.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -611210.750000 Penalty: 4286.725586
	Iteration 3F: 3 clusters Score -611210.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -611483.062500 Penalty: 4286.725586
	Iteration 4F: 3 clusters Score -611483.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -611722.000000 Penalty: 4286.725586
	Iteration 5F: 3 clusters Score -611722 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -611930.812500 Penalty: 4286.725586
	Iteration 6F: 3 clusters Score -611930.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -612125.062500 Penalty: 4286.725586
	Iteration 7F: 3 clusters Score -612125.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -612274.875000 Penalty: 4286.725586
	Iteration 8Q: 3 clusters Score -612274.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -612367.437500 Penalty: 4286.725586
	Iteration 9Q: 3 clusters Score -612367.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -612439.625000 Penalty: 4286.725586
	Iteration 10Q: 3 clusters Score -612439.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -612487.687500 Penalty: 4286.725586
	Iteration 11Q: 3 clusters Score -612487.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -612523.062500 Penalty: 4286.725586
	Iteration 12Q: 3 clusters Score -612523.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -612553.625000 Penalty: 4286.725586
	Iteration 13Q: 3 clusters Score -612553.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -612586.375000 Penalty: 4286.725586
	Iteration 14Q: 3 clusters Score -612586.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -612614.125000 Penalty: 4286.725586
	Iteration 15Q: 3 clusters Score -612614.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -612628.062500 Penalty: 4286.725586
	Iteration 16Q: 3 clusters Score -612628.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -612636.312500 Penalty: 4286.725586
	Iteration 17Q: 3 clusters Score -612636.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -612639.937500 Penalty: 4286.725586
	Iteration 18Q: 3 clusters Score -612639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -612649.687500 Penalty: 4286.725586
	Iteration 19Q: 3 clusters Score -612649.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -612659.625000 Penalty: 4286.725586
	Iteration 20F: 3 clusters Score -612659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -612670.500000 Penalty: 4286.725586
	Iteration 21Q: 3 clusters Score -612670.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -612678.375000 Penalty: 4286.725586
	Iteration 22Q: 3 clusters Score -612678.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -612686.875000 Penalty: 4286.725586
	Iteration 23Q: 3 clusters Score -612686.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -612691.937500 Penalty: 4286.725586
	Iteration 24Q: 3 clusters Score -612691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -612692.062500 Penalty: 4286.725586
	Iteration 25Q: 3 clusters Score -612692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -612694.437500 Penalty: 4286.725586
	Iteration 26Q: 3 clusters Score -612694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -612696.812500 Penalty: 4286.725586
	Iteration 27Q: 3 clusters Score -612696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -612696.750000 Penalty: 4286.725586
	Iteration 28Q: 3 clusters Score -612696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -612696.937500 Penalty: 4286.725586
	Iteration 29Q: 3 clusters Score -612696.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -612696.937500 Penalty: 4286.725586
	Iteration 30F: 3 clusters Score -612696.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34815.953125 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34815.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33424.453125 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33424.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33661.679688 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33661.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33817.035156 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -33817.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33871.058594 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -33871.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33941.000000 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33989.316406 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33989.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34111.878906 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -34111.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34158.984375 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -34158.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34229.640625 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -34229.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34249.304688 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -34249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34278.792969 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -34278.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34329.714844 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -34329.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34469.707031 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -34469.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34480.628906 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -34480.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34485.394531 Penalty: 2961.745850
	Iteration 14F: 3 clusters Score -34485.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34528.648438 Penalty: 2961.745850
	Iteration 15Q: 3 clusters Score -34528.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34551.898438 Penalty: 2961.745850
	Iteration 16Q: 3 clusters Score -34551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34551.898438 Penalty: 2961.745850
	Iteration 17F: 3 clusters Score -34551.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -481238.937500 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -481238.9 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 2254 members 
Entering Unmasked Estep 
Score: -477095.937500 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -477095.9 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -478078.343750 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -478078.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -478275.875000 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -478275.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -478425.781250 Penalty: 4161.009766
	Iteration 3F: 3 clusters Score -478425.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -478551.500000 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -478551.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -478685.500000 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -478685.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -478859.750000 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -478859.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -479051.968750 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -479052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -479207.375000 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -479207.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -479311.375000 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -479311.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -479389.656250 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -479389.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -479436.875000 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -479436.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -479477.343750 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -479477.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -479514.531250 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -479514.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -479548.000000 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -479548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -479591.343750 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -479591.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -479641.437500 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -479641.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -479676.156250 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -479676.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -479697.500000 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -479697.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -479715.437500 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -479715.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -479728.875000 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -479728.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -479738.031250 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -479738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -479745.906250 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -479745.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -479754.406250 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -479754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -479762.375000 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -479762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -479771.750000 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -479771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -479780.812500 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -479780.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -479790.875000 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -479790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -479796.281250 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -479796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -479802.781250 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -479802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -479810.593750 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -479810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -479816.468750 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -479816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -479822.187500 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -479822.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -479827.125000 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -479827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -479831.062500 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -479831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -479832.250000 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -479832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -479835.218750 Penalty: 4161.009766
	Iteration 36Q: 3 clusters Score -479835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -479835.750000 Penalty: 4161.009766
	Iteration 37Q: 3 clusters Score -479835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -479836.281250 Penalty: 4161.009766
	Iteration 38Q: 3 clusters Score -479836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -479837.718750 Penalty: 4161.009766
	Iteration 39Q: 3 clusters Score -479837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -479837.906250 Penalty: 4161.009766
	Iteration 40F: 3 clusters Score -479837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -1380341.750000 Penalty: 2352.358643
	Iteration 0F: 2 clusters Score -1380342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1370610.875000 Penalty: 4704.717285
	Iteration 0F: 3 clusters Score -1370611 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1373616.125000 Penalty: 4704.717285
	Iteration 1F: 3 clusters Score -1373616 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1373926.250000 Penalty: 4704.717285
	Iteration 2F: 3 clusters Score -1373926 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1374181.250000 Penalty: 4704.717285
	Iteration 3Q: 3 clusters Score -1374181 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1374411.125000 Penalty: 4704.717285
	Iteration 4Q: 3 clusters Score -1374411 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1374622.750000 Penalty: 4704.717285
	Iteration 5Q: 3 clusters Score -1374623 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1374811.250000 Penalty: 4704.717285
	Iteration 6Q: 3 clusters Score -1374811 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1374979.625000 Penalty: 4704.717285
	Iteration 7Q: 3 clusters Score -1374980 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1375149.875000 Penalty: 4704.717285
	Iteration 8Q: 3 clusters Score -1375150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1375316.625000 Penalty: 4704.717285
	Iteration 9Q: 3 clusters Score -1375317 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1375497.125000 Penalty: 4704.717285
	Iteration 10Q: 3 clusters Score -1375497 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1375695.500000 Penalty: 4704.717285
	Iteration 11Q: 3 clusters Score -1375696 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1375908.875000 Penalty: 4704.717285
	Iteration 12Q: 3 clusters Score -1375909 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1376145.875000 Penalty: 4704.717285
	Iteration 13Q: 3 clusters Score -1376146 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1376439.875000 Penalty: 4704.717285
	Iteration 14Q: 3 clusters Score -1376440 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1376729.625000 Penalty: 4704.717285
	Iteration 15Q: 3 clusters Score -1376730 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1377009.125000 Penalty: 4704.717285
	Iteration 16Q: 3 clusters Score -1377009 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1377296.375000 Penalty: 4704.717285
	Iteration 17Q: 3 clusters Score -1377296 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1377527.125000 Penalty: 4704.717285
	Iteration 18Q: 3 clusters Score -1377527 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1377743.750000 Penalty: 4704.717285
	Iteration 19Q: 3 clusters Score -1377744 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1377921.625000 Penalty: 4704.717285
	Iteration 20F: 3 clusters Score -1377922 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1378034.375000 Penalty: 4704.717285
	Iteration 21Q: 3 clusters Score -1378034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1378137.000000 Penalty: 4704.717285
	Iteration 22Q: 3 clusters Score -1378137 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1378212.125000 Penalty: 4704.717285
	Iteration 23Q: 3 clusters Score -1378212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1378265.500000 Penalty: 4704.717285
	Iteration 24Q: 3 clusters Score -1378266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1378299.625000 Penalty: 4704.717285
	Iteration 25Q: 3 clusters Score -1378300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1378319.000000 Penalty: 4704.717285
	Iteration 26Q: 3 clusters Score -1378319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1378343.125000 Penalty: 4704.717285
	Iteration 27Q: 3 clusters Score -1378343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1378359.500000 Penalty: 4704.717285
	Iteration 28Q: 3 clusters Score -1378360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1378370.375000 Penalty: 4704.717285
	Iteration 29Q: 3 clusters Score -1378370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1378377.625000 Penalty: 4704.717285
	Iteration 30Q: 3 clusters Score -1378378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1378384.000000 Penalty: 4704.717285
	Iteration 31Q: 3 clusters Score -1378384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1378391.875000 Penalty: 4704.717285
	Iteration 32Q: 3 clusters Score -1378392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1378398.500000 Penalty: 4704.717285
	Iteration 33Q: 3 clusters Score -1378398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1378403.500000 Penalty: 4704.717285
	Iteration 34Q: 3 clusters Score -1378404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1378413.375000 Penalty: 4704.717285
	Iteration 35Q: 3 clusters Score -1378413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1378416.875000 Penalty: 4704.717285
	Iteration 36Q: 3 clusters Score -1378417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1378420.500000 Penalty: 4704.717285
	Iteration 37Q: 3 clusters Score -1378420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1378425.125000 Penalty: 4704.717285
	Iteration 38Q: 3 clusters Score -1378425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1378426.625000 Penalty: 4704.717285
	Iteration 39Q: 3 clusters Score -1378427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1378431.750000 Penalty: 4704.717285
	Iteration 40F: 3 clusters Score -1378432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1378433.375000 Penalty: 4704.717285
	Iteration 41Q: 3 clusters Score -1378433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1378436.000000 Penalty: 4704.717285
	Iteration 42Q: 3 clusters Score -1378436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1378437.000000 Penalty: 4704.717285
	Iteration 43Q: 3 clusters Score -1378437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1378437.500000 Penalty: 4704.717285
	Iteration 44Q: 3 clusters Score -1378438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1378437.500000 Penalty: 4704.717285
	Iteration 45F: 3 clusters Score -1378438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -578605.187500 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -578605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -573965.000000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -573965 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -575060.000000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -575060 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -575279.750000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -575279.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -575391.437500 Penalty: 4240.823730
	Iteration 3Q: 3 clusters Score -575391.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -575470.187500 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -575470.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -575521.250000 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -575521.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -575571.375000 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -575571.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -575616.437500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -575616.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -575656.187500 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -575656.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -575687.312500 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -575687.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -575713.562500 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -575713.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -575740.437500 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -575740.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -575767.250000 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -575767.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -575796.312500 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -575796.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -575828.000000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -575828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -575858.125000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -575858.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -575884.375000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -575884.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -575920.625000 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -575920.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -575956.187500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -575956.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -575990.937500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -575990.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -576023.875000 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -576023.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -576068.187500 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -576068.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -576121.187500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -576121.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -576157.625000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -576157.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -576198.750000 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -576198.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -576243.125000 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -576243.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -576290.875000 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -576290.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -576352.187500 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -576352.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -576406.187500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -576406.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -576469.937500 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -576469.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -576514.187500 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -576514.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -576547.312500 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -576547.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -576586.687500 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -576586.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -576615.750000 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -576615.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -576638.375000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -576638.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -576650.312500 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -576650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -576667.750000 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -576667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -576675.750000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -576675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -576684.687500 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -576684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -576689.937500 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -576689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -576697.125000 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -576697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -576707.062500 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -576707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -576716.312500 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -576716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -576722.812500 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -576722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -576730.750000 Penalty: 4240.823730
	Iteration 44Q: 3 clusters Score -576730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -576736.000000 Penalty: 4240.823730
	Iteration 45Q: 3 clusters Score -576736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -576741.000000 Penalty: 4240.823730
	Iteration 46Q: 3 clusters Score -576741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -576743.062500 Penalty: 4240.823730
	Iteration 47Q: 3 clusters Score -576743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -576745.625000 Penalty: 4240.823730
	Iteration 48Q: 3 clusters Score -576745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -576747.125000 Penalty: 4240.823730
	Iteration 49Q: 3 clusters Score -576747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -576750.062500 Penalty: 4240.823730
	Iteration 50Q: 3 clusters Score -576750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -576756.437500 Penalty: 4240.823730
	Iteration 51Q: 3 clusters Score -576756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -576758.937500 Penalty: 4240.823730
	Iteration 52Q: 3 clusters Score -576758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -576760.375000 Penalty: 4240.823730
	Iteration 53Q: 3 clusters Score -576760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -576764.500000 Penalty: 4240.823730
	Iteration 54Q: 3 clusters Score -576764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -576770.875000 Penalty: 4240.823730
	Iteration 55Q: 3 clusters Score -576770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -576775.875000 Penalty: 4240.823730
	Iteration 56Q: 3 clusters Score -576775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -576775.937500 Penalty: 4240.823730
	Iteration 57Q: 3 clusters Score -576775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -576775.937500 Penalty: 4240.823730
	Iteration 58F: 3 clusters Score -576775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Entering Unmasked Estep 
Score: -3664718.000000 Penalty: 2579.217773
	Iteration 0F: 2 clusters Score -3664718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3642428.250000 Penalty: 5158.435547
	Iteration 0F: 3 clusters Score -3642428 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3650198.750000 Penalty: 5158.435547
	Iteration 1F: 3 clusters Score -3650199 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3650641.250000 Penalty: 5158.435547
	Iteration 2Q: 3 clusters Score -3650641 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3651054.250000 Penalty: 5158.435547
	Iteration 3Q: 3 clusters Score -3651054 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3651501.750000 Penalty: 5158.435547
	Iteration 4Q: 3 clusters Score -3651502 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3652038.000000 Penalty: 5158.435547
	Iteration 5Q: 3 clusters Score -3652038 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3652676.000000 Penalty: 5158.435547
	Iteration 6Q: 3 clusters Score -3652676 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3653593.250000 Penalty: 5158.435547
	Iteration 7Q: 3 clusters Score -3653593 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3654780.000000 Penalty: 5158.435547
	Iteration 8F: 3 clusters Score -3654780 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3656346.750000 Penalty: 5158.435547
	Iteration 9F: 3 clusters Score -3656347 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3658138.250000 Penalty: 5158.435547
	Iteration 10F: 3 clusters Score -3658138 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3659844.750000 Penalty: 5158.435547
	Iteration 11F: 3 clusters Score -3659845 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3661092.750000 Penalty: 5158.435547
	Iteration 12Q: 3 clusters Score -3661093 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3661810.750000 Penalty: 5158.435547
	Iteration 13Q: 3 clusters Score -3661811 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3662165.000000 Penalty: 5158.435547
	Iteration 14Q: 3 clusters Score -3662165 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3662351.250000 Penalty: 5158.435547
	Iteration 15Q: 3 clusters Score -3662351 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3662477.250000 Penalty: 5158.435547
	Iteration 16Q: 3 clusters Score -3662477 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3662555.000000 Penalty: 5158.435547
	Iteration 17Q: 3 clusters Score -3662555 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3662601.750000 Penalty: 5158.435547
	Iteration 18Q: 3 clusters Score -3662602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3662656.000000 Penalty: 5158.435547
	Iteration 19Q: 3 clusters Score -3662656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3662688.500000 Penalty: 5158.435547
	Iteration 20F: 3 clusters Score -3662688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3662707.500000 Penalty: 5158.435547
	Iteration 21Q: 3 clusters Score -3662708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3662731.750000 Penalty: 5158.435547
	Iteration 22Q: 3 clusters Score -3662732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3662754.000000 Penalty: 5158.435547
	Iteration 23Q: 3 clusters Score -3662754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3662768.000000 Penalty: 5158.435547
	Iteration 24Q: 3 clusters Score -3662768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3662785.500000 Penalty: 5158.435547
	Iteration 25Q: 3 clusters Score -3662786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3662794.000000 Penalty: 5158.435547
	Iteration 26Q: 3 clusters Score -3662794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3662813.000000 Penalty: 5158.435547
	Iteration 27Q: 3 clusters Score -3662813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3662819.750000 Penalty: 5158.435547
	Iteration 28Q: 3 clusters Score -3662820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3662825.500000 Penalty: 5158.435547
	Iteration 29Q: 3 clusters Score -3662826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3662828.000000 Penalty: 5158.435547
	Iteration 30Q: 3 clusters Score -3662828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3662840.250000 Penalty: 5158.435547
	Iteration 31Q: 3 clusters Score -3662840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3662848.250000 Penalty: 5158.435547
	Iteration 32Q: 3 clusters Score -3662848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3662859.000000 Penalty: 5158.435547
	Iteration 33Q: 3 clusters Score -3662859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3662859.000000 Penalty: 5158.435547
	Iteration 34Q: 3 clusters Score -3662859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3662863.750000 Penalty: 5158.435547
	Iteration 35Q: 3 clusters Score -3662864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -3662866.000000 Penalty: 5158.435547
	Iteration 36Q: 3 clusters Score -3662866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3662862.000000 Penalty: 5158.435547
	Iteration 37Q: 3 clusters Score -3662862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3662868.000000 Penalty: 5158.435547
	Iteration 38Q: 3 clusters Score -3662868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3662870.000000 Penalty: 5158.435547
	Iteration 39Q: 3 clusters Score -3662870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3662872.250000 Penalty: 5158.435547
	Iteration 40F: 3 clusters Score -3662872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3662876.750000 Penalty: 5158.435547
	Iteration 41Q: 3 clusters Score -3662877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3662880.500000 Penalty: 5158.435547
	Iteration 42Q: 3 clusters Score -3662880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3662884.750000 Penalty: 5158.435547
	Iteration 43Q: 3 clusters Score -3662885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3662876.500000 Penalty: 5158.435547
	Iteration 44Q: 3 clusters Score -3662876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3662885.000000 Penalty: 5158.435547
	Iteration 45Q: 3 clusters Score -3662885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3662883.750000 Penalty: 5158.435547
	Iteration 46Q: 3 clusters Score -3662884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3662876.250000 Penalty: 5158.435547
	Iteration 47Q: 3 clusters Score -3662876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3662883.750000 Penalty: 5158.435547
	Iteration 48Q: 3 clusters Score -3662884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3662886.000000 Penalty: 5158.435547
	Iteration 49Q: 3 clusters Score -3662886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3662885.000000 Penalty: 5158.435547
	Iteration 50Q: 3 clusters Score -3662885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3662889.750000 Penalty: 5158.435547
	Iteration 51Q: 3 clusters Score -3662890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3662889.500000 Penalty: 5158.435547
	Iteration 52Q: 3 clusters Score -3662890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3662887.750000 Penalty: 5158.435547
	Iteration 53Q: 3 clusters Score -3662888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3662883.750000 Penalty: 5158.435547
	Iteration 54Q: 3 clusters Score -3662884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3662884.250000 Penalty: 5158.435547
	Iteration 55Q: 3 clusters Score -3662884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3662881.500000 Penalty: 5158.435547
	Iteration 56Q: 3 clusters Score -3662882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3662886.000000 Penalty: 5158.435547
	Iteration 57Q: 3 clusters Score -3662886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3662889.000000 Penalty: 5158.435547
	Iteration 58Q: 3 clusters Score -3662889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3662890.250000 Penalty: 5158.435547
	Iteration 59Q: 3 clusters Score -3662890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3662890.750000 Penalty: 5158.435547
	Iteration 60F: 3 clusters Score -3662891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Entering Unmasked Estep 
Score: -1778542.875000 Penalty: 2393.283203
	Iteration 0F: 2 clusters Score -1778543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1767201.500000 Penalty: 4786.566406
	Iteration 0F: 3 clusters Score -1767202 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1770778.875000 Penalty: 4786.566406
	Iteration 1F: 3 clusters Score -1770779 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1771209.375000 Penalty: 4786.566406
	Iteration 2F: 3 clusters Score -1771209 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1771650.500000 Penalty: 4786.566406
	Iteration 3F: 3 clusters Score -1771650 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1772180.750000 Penalty: 4786.566406
	Iteration 4F: 3 clusters Score -1772181 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1772845.000000 Penalty: 4786.566406
	Iteration 5F: 3 clusters Score -1772845 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1773624.250000 Penalty: 4786.566406
	Iteration 6F: 3 clusters Score -1773624 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1774463.125000 Penalty: 4786.566406
	Iteration 7F: 3 clusters Score -1774463 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1775267.625000 Penalty: 4786.566406
	Iteration 8F: 3 clusters Score -1775268 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1775815.125000 Penalty: 4786.566406
	Iteration 9Q: 3 clusters Score -1775815 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1776167.375000 Penalty: 4786.566406
	Iteration 10Q: 3 clusters Score -1776167 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1776359.375000 Penalty: 4786.566406
	Iteration 11Q: 3 clusters Score -1776359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1776452.500000 Penalty: 4786.566406
	Iteration 12Q: 3 clusters Score -1776452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1776504.875000 Penalty: 4786.566406
	Iteration 13Q: 3 clusters Score -1776505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1776542.375000 Penalty: 4786.566406
	Iteration 14Q: 3 clusters Score -1776542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1776567.000000 Penalty: 4786.566406
	Iteration 15Q: 3 clusters Score -1776567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1776586.875000 Penalty: 4786.566406
	Iteration 16Q: 3 clusters Score -1776587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1776604.250000 Penalty: 4786.566406
	Iteration 17Q: 3 clusters Score -1776604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1776617.625000 Penalty: 4786.566406
	Iteration 18Q: 3 clusters Score -1776618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1776630.000000 Penalty: 4786.566406
	Iteration 19Q: 3 clusters Score -1776630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1776638.250000 Penalty: 4786.566406
	Iteration 20F: 3 clusters Score -1776638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1776639.625000 Penalty: 4786.566406
	Iteration 21Q: 3 clusters Score -1776640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1776645.500000 Penalty: 4786.566406
	Iteration 22Q: 3 clusters Score -1776646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1776650.000000 Penalty: 4786.566406
	Iteration 23Q: 3 clusters Score -1776650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1776655.500000 Penalty: 4786.566406
	Iteration 24Q: 3 clusters Score -1776656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1776658.000000 Penalty: 4786.566406
	Iteration 25Q: 3 clusters Score -1776658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1776662.000000 Penalty: 4786.566406
	Iteration 26Q: 3 clusters Score -1776662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1776664.375000 Penalty: 4786.566406
	Iteration 27Q: 3 clusters Score -1776664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1776671.375000 Penalty: 4786.566406
	Iteration 28Q: 3 clusters Score -1776671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1776673.125000 Penalty: 4786.566406
	Iteration 29Q: 3 clusters Score -1776673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1776677.500000 Penalty: 4786.566406
	Iteration 30Q: 3 clusters Score -1776678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1776680.125000 Penalty: 4786.566406
	Iteration 31Q: 3 clusters Score -1776680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1776681.125000 Penalty: 4786.566406
	Iteration 32Q: 3 clusters Score -1776681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1776681.125000 Penalty: 4786.566406
	Iteration 33F: 3 clusters Score -1776681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24120.345703 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24120.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24296.605469 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24296.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24373.033203 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24373.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24420.238281 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24420.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24443.945312 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24443.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24468.556641 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24468.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24506.013672 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24506.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24514.677734 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24514.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24520.839844 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24520.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24520.839844 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -24520.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -51932.652344 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -51932.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50374.335938 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50374.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50545.652344 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -50545.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50590.921875 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -50590.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50616.617188 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -50616.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50634.304688 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -50634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50644.546875 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -50644.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50650.382812 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -50650.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50655.371094 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -50655.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50664.714844 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -50664.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50679.101562 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -50679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50698.984375 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -50698.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50706.605469 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -50706.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50710.183594 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -50710.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50720.265625 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -50720.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50725.550781 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -50725.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50725.550781 Penalty: 3097.106689
	Iteration 15F: 3 clusters Score -50725.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Entering Unmasked Estep 
Score: -12311640.000000 Penalty: 2875.944092
	Iteration 0F: 2 clusters Score -1.231164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -12238964.000000 Penalty: 5751.888184
	Iteration 0F: 3 clusters Score -1.223896e+07 nChanged 51732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -12268136.000000 Penalty: 5751.888184
	Iteration 1F: 3 clusters Score -1.226814e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -12268942.000000 Penalty: 5751.888184
	Iteration 2Q: 3 clusters Score -1.226894e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -12269837.000000 Penalty: 5751.888184
	Iteration 3Q: 3 clusters Score -1.226984e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -12270924.000000 Penalty: 5751.888184
	Iteration 4Q: 3 clusters Score -1.227092e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -12273004.000000 Penalty: 5751.888184
	Iteration 5Q: 3 clusters Score -1.2273e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -12276561.000000 Penalty: 5751.888184
	Iteration 6F: 3 clusters Score -1.227656e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -12282964.000000 Penalty: 5751.888184
	Iteration 7F: 3 clusters Score -1.228296e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -12291553.000000 Penalty: 5751.888184
	Iteration 8F: 3 clusters Score -1.229155e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -12299871.000000 Penalty: 5751.888184
	Iteration 9F: 3 clusters Score -1.229987e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -12305351.000000 Penalty: 5751.888184
	Iteration 10Q: 3 clusters Score -1.230535e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -12307831.000000 Penalty: 5751.888184
	Iteration 11Q: 3 clusters Score -1.230783e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -12308664.000000 Penalty: 5751.888184
	Iteration 12Q: 3 clusters Score -1.230866e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -12308915.000000 Penalty: 5751.888184
	Iteration 13Q: 3 clusters Score -1.230892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -12308980.000000 Penalty: 5751.888184
	Iteration 14Q: 3 clusters Score -1.230898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -12309013.000000 Penalty: 5751.888184
	Iteration 15Q: 3 clusters Score -1.230901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -12309018.000000 Penalty: 5751.888184
	Iteration 16Q: 3 clusters Score -1.230902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -12309015.000000 Penalty: 5751.888184
	Iteration 17Q: 3 clusters Score -1.230902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -12309018.000000 Penalty: 5751.888184
	Iteration 18Q: 3 clusters Score -1.230902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -12309026.000000 Penalty: 5751.888184
	Iteration 19Q: 3 clusters Score -1.230903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -12309030.000000 Penalty: 5751.888184
	Iteration 20F: 3 clusters Score -1.230903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -12309036.000000 Penalty: 5751.888184
	Iteration 21Q: 3 clusters Score -1.230904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -12309036.000000 Penalty: 5751.888184
	Iteration 22F: 3 clusters Score -1.230904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129658.789062 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127630.632812 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127630.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127940.859375 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127940.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128035.484375 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -128035.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128104.835938 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -128104.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128153.710938 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -128153.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128181.585938 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128181.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128200.250000 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128206.398438 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128212.078125 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128218.960938 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128220.671875 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -128220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128222.945312 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -128222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128225.851562 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -128225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128227.390625 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -128227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128228.398438 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -128228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128228.398438 Penalty: 3509.601318
	Iteration 15F: 3 clusters Score -128228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Entering Unmasked Estep 
Score: -2104848.500000 Penalty: 2442.559814
	Iteration 0F: 2 clusters Score -2104848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2091418.750000 Penalty: 4885.119629
	Iteration 0F: 3 clusters Score -2091419 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2096064.500000 Penalty: 4885.119629
	Iteration 1F: 3 clusters Score -2096064 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2096768.000000 Penalty: 4885.119629
	Iteration 2F: 3 clusters Score -2096768 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2097505.250000 Penalty: 4885.119629
	Iteration 3F: 3 clusters Score -2097505 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2098111.000000 Penalty: 4885.119629
	Iteration 4F: 3 clusters Score -2098111 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2098681.000000 Penalty: 4885.119629
	Iteration 5F: 3 clusters Score -2098681 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2099256.500000 Penalty: 4885.119629
	Iteration 6F: 3 clusters Score -2099256 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2099854.500000 Penalty: 4885.119629
	Iteration 7F: 3 clusters Score -2099854 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2100536.250000 Penalty: 4885.119629
	Iteration 8F: 3 clusters Score -2100536 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2101259.500000 Penalty: 4885.119629
	Iteration 9F: 3 clusters Score -2101260 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2101971.000000 Penalty: 4885.119629
	Iteration 10Q: 3 clusters Score -2101971 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2102605.250000 Penalty: 4885.119629
	Iteration 11Q: 3 clusters Score -2102605 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2103108.000000 Penalty: 4885.119629
	Iteration 12Q: 3 clusters Score -2103108 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2103412.250000 Penalty: 4885.119629
	Iteration 13Q: 3 clusters Score -2103412 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2103641.000000 Penalty: 4885.119629
	Iteration 14Q: 3 clusters Score -2103641 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2103775.000000 Penalty: 4885.119629
	Iteration 15Q: 3 clusters Score -2103775 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2103861.750000 Penalty: 4885.119629
	Iteration 16Q: 3 clusters Score -2103862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2103922.500000 Penalty: 4885.119629
	Iteration 17Q: 3 clusters Score -2103922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2103955.000000 Penalty: 4885.119629
	Iteration 18Q: 3 clusters Score -2103955 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2103987.250000 Penalty: 4885.119629
	Iteration 19Q: 3 clusters Score -2103987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2104009.750000 Penalty: 4885.119629
	Iteration 20F: 3 clusters Score -2104010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2104033.750000 Penalty: 4885.119629
	Iteration 21Q: 3 clusters Score -2104034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2104038.250000 Penalty: 4885.119629
	Iteration 22Q: 3 clusters Score -2104038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2104052.750000 Penalty: 4885.119629
	Iteration 23Q: 3 clusters Score -2104053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2104066.250000 Penalty: 4885.119629
	Iteration 24Q: 3 clusters Score -2104066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2104074.000000 Penalty: 4885.119629
	Iteration 25Q: 3 clusters Score -2104074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2104074.750000 Penalty: 4885.119629
	Iteration 26Q: 3 clusters Score -2104075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2104078.500000 Penalty: 4885.119629
	Iteration 27Q: 3 clusters Score -2104078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2104082.250000 Penalty: 4885.119629
	Iteration 28Q: 3 clusters Score -2104082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2104085.750000 Penalty: 4885.119629
	Iteration 29Q: 3 clusters Score -2104086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2104089.000000 Penalty: 4885.119629
	Iteration 30Q: 3 clusters Score -2104089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2104094.750000 Penalty: 4885.119629
	Iteration 31Q: 3 clusters Score -2104095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2104090.500000 Penalty: 4885.119629
	Iteration 32Q: 3 clusters Score -2104090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2104090.500000 Penalty: 4885.119629
	Iteration 33Q: 3 clusters Score -2104090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2104094.250000 Penalty: 4885.119629
	Iteration 34Q: 3 clusters Score -2104094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2104094.750000 Penalty: 4885.119629
	Iteration 35Q: 3 clusters Score -2104095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2104098.500000 Penalty: 4885.119629
	Iteration 36Q: 3 clusters Score -2104098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2104104.000000 Penalty: 4885.119629
	Iteration 37Q: 3 clusters Score -2104104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2104102.000000 Penalty: 4885.119629
	Iteration 38Q: 3 clusters Score -2104102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2104106.000000 Penalty: 4885.119629
	Iteration 39Q: 3 clusters Score -2104106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2104107.000000 Penalty: 4885.119629
	Iteration 40F: 3 clusters Score -2104107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2104109.500000 Penalty: 4885.119629
	Iteration 41Q: 3 clusters Score -2104110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2104111.000000 Penalty: 4885.119629
	Iteration 42Q: 3 clusters Score -2104111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2104111.000000 Penalty: 4885.119629
	Iteration 43Q: 3 clusters Score -2104111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2104116.500000 Penalty: 4885.119629
	Iteration 44Q: 3 clusters Score -2104116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2104113.500000 Penalty: 4885.119629
	Iteration 45Q: 3 clusters Score -2104114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2104113.750000 Penalty: 4885.119629
	Iteration 46Q: 3 clusters Score -2104114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2104113.250000 Penalty: 4885.119629
	Iteration 47Q: 3 clusters Score -2104113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2104112.750000 Penalty: 4885.119629
	Iteration 48Q: 3 clusters Score -2104113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2104112.750000 Penalty: 4885.119629
	Iteration 49F: 3 clusters Score -2104113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -592471.000000 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -592471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -587415.312500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -587415.3 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -588904.187500 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -588904.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -589302.812500 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -589302.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -589563.625000 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -589563.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -589786.125000 Penalty: 4310.057617
	Iteration 4F: 3 clusters Score -589786.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -589967.000000 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -589967 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -590094.625000 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -590094.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -590200.000000 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -590200 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -590287.562500 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -590287.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -590359.125000 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -590359.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -590426.812500 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -590426.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -590491.312500 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -590491.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -590546.375000 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -590546.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -590601.937500 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -590601.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -590636.312500 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -590636.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -590665.687500 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -590665.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -590681.875000 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -590681.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -590693.437500 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -590693.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -590703.000000 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -590703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -590710.562500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -590710.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -590719.312500 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -590719.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -590725.812500 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -590725.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -590732.062500 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -590732.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -590736.187500 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -590736.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -590741.375000 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -590741.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -590743.250000 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -590743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -590746.000000 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -590746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -590749.312500 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -590749.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -590754.312500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -590754.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -590758.812500 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -590758.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -590762.687500 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -590762.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -590764.437500 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -590764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -590765.375000 Penalty: 4310.057617
	Iteration 32Q: 3 clusters Score -590765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -590767.625000 Penalty: 4310.057617
	Iteration 33Q: 3 clusters Score -590767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -590771.312500 Penalty: 4310.057617
	Iteration 34Q: 3 clusters Score -590771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -590775.500000 Penalty: 4310.057617
	Iteration 35Q: 3 clusters Score -590775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -590778.812500 Penalty: 4310.057617
	Iteration 36Q: 3 clusters Score -590778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -590783.125000 Penalty: 4310.057617
	Iteration 37Q: 3 clusters Score -590783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -590785.875000 Penalty: 4310.057617
	Iteration 38Q: 3 clusters Score -590785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -590786.875000 Penalty: 4310.057617
	Iteration 39Q: 3 clusters Score -590786.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -590790.375000 Penalty: 4310.057617
	Iteration 40F: 3 clusters Score -590790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -590790.312500 Penalty: 4310.057617
	Iteration 41Q: 3 clusters Score -590790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -590791.750000 Penalty: 4310.057617
	Iteration 42Q: 3 clusters Score -590791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -590794.500000 Penalty: 4310.057617
	Iteration 43Q: 3 clusters Score -590794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -590794.437500 Penalty: 4310.057617
	Iteration 44Q: 3 clusters Score -590794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -590794.625000 Penalty: 4310.057617
	Iteration 45Q: 3 clusters Score -590794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -590796.312500 Penalty: 4310.057617
	Iteration 46Q: 3 clusters Score -590796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -590800.937500 Penalty: 4310.057617
	Iteration 47Q: 3 clusters Score -590800.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -590806.250000 Penalty: 4310.057617
	Iteration 48Q: 3 clusters Score -590806.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -590811.000000 Penalty: 4310.057617
	Iteration 49Q: 3 clusters Score -590811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -590813.062500 Penalty: 4310.057617
	Iteration 50Q: 3 clusters Score -590813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -590816.062500 Penalty: 4310.057617
	Iteration 51Q: 3 clusters Score -590816.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -590818.125000 Penalty: 4310.057617
	Iteration 52Q: 3 clusters Score -590818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -590818.812500 Penalty: 4310.057617
	Iteration 53Q: 3 clusters Score -590818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -590821.187500 Penalty: 4310.057617
	Iteration 54Q: 3 clusters Score -590821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -590823.250000 Penalty: 4310.057617
	Iteration 55Q: 3 clusters Score -590823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -590822.937500 Penalty: 4310.057617
	Iteration 56Q: 3 clusters Score -590822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -590824.000000 Penalty: 4310.057617
	Iteration 57Q: 3 clusters Score -590824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -590825.312500 Penalty: 4310.057617
	Iteration 58Q: 3 clusters Score -590825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -590826.312500 Penalty: 4310.057617
	Iteration 59Q: 3 clusters Score -590826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -590829.125000 Penalty: 4310.057617
	Iteration 60F: 3 clusters Score -590829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -590831.437500 Penalty: 4310.057617
	Iteration 61Q: 3 clusters Score -590831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -590835.125000 Penalty: 4310.057617
	Iteration 62Q: 3 clusters Score -590835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -590836.812500 Penalty: 4310.057617
	Iteration 63Q: 3 clusters Score -590836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -590841.062500 Penalty: 4310.057617
	Iteration 64Q: 3 clusters Score -590841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -590844.812500 Penalty: 4310.057617
	Iteration 65Q: 3 clusters Score -590844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -590847.687500 Penalty: 4310.057617
	Iteration 66Q: 3 clusters Score -590847.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -590850.562500 Penalty: 4310.057617
	Iteration 67Q: 3 clusters Score -590850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -590853.062500 Penalty: 4310.057617
	Iteration 68Q: 3 clusters Score -590853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -590853.875000 Penalty: 4310.057617
	Iteration 69Q: 3 clusters Score -590853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -590858.250000 Penalty: 4310.057617
	Iteration 70Q: 3 clusters Score -590858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -590860.750000 Penalty: 4310.057617
	Iteration 71Q: 3 clusters Score -590860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -590862.000000 Penalty: 4310.057617
	Iteration 72Q: 3 clusters Score -590862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -590862.312500 Penalty: 4310.057617
	Iteration 73Q: 3 clusters Score -590862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -590864.312500 Penalty: 4310.057617
	Iteration 74Q: 3 clusters Score -590864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -590866.750000 Penalty: 4310.057617
	Iteration 75Q: 3 clusters Score -590866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -590867.062500 Penalty: 4310.057617
	Iteration 76Q: 3 clusters Score -590867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -590870.625000 Penalty: 4310.057617
	Iteration 77Q: 3 clusters Score -590870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -590872.437500 Penalty: 4310.057617
	Iteration 78Q: 3 clusters Score -590872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -590872.812500 Penalty: 4310.057617
	Iteration 79Q: 3 clusters Score -590872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -590873.250000 Penalty: 4310.057617
	Iteration 80F: 3 clusters Score -590873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -590873.187500 Penalty: 4310.057617
	Iteration 81Q: 3 clusters Score -590873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -590873.875000 Penalty: 4310.057617
	Iteration 82Q: 3 clusters Score -590873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -590875.187500 Penalty: 4310.057617
	Iteration 83Q: 3 clusters Score -590875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -590875.187500 Penalty: 4310.057617
	Iteration 84F: 3 clusters Score -590875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343617 members 
Entering Unmasked Estep 
Score: -38650948.000000 Penalty: 3161.326172
	Iteration 0F: 2 clusters Score -3.865095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -38453916.000000 Penalty: 6322.652344
	Iteration 0F: 3 clusters Score -3.845392e+07 nChanged 166377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -38552456.000000 Penalty: 6322.652344
	Iteration 1F: 3 clusters Score -3.855246e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -38553760.000000 Penalty: 6322.652344
	Iteration 2Q: 3 clusters Score -3.855376e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 173578 members 
Entering Unmasked Estep 
Score: -38554808.000000 Penalty: 6322.652344
	Iteration 3Q: 3 clusters Score -3.855481e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -38556252.000000 Penalty: 6322.652344
	Iteration 4Q: 3 clusters Score -3.855625e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168216 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -38557616.000000 Penalty: 6322.652344
	Iteration 5Q: 3 clusters Score -3.855762e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -38559528.000000 Penalty: 6322.652344
	Iteration 6Q: 3 clusters Score -3.855953e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 180226 members 
Entering Unmasked Estep 
Score: -38562072.000000 Penalty: 6322.652344
	Iteration 7Q: 3 clusters Score -3.856207e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -38565652.000000 Penalty: 6322.652344
	Iteration 8Q: 3 clusters Score -3.856565e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 192494 members 
Entering Unmasked Estep 
Score: -38570652.000000 Penalty: 6322.652344
	Iteration 9Q: 3 clusters Score -3.857065e+07 nChanged 15823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 203791 members 
Entering Unmasked Estep 
Score: -38578328.000000 Penalty: 6322.652344
	Iteration 10Q: 3 clusters Score -3.857833e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124309 members 
Mstep: Class 2 contains 219308 members 
Entering Unmasked Estep 
Score: -38590700.000000 Penalty: 6322.652344
	Iteration 11F: 3 clusters Score -3.85907e+07 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 238421 members 
Entering Unmasked Estep 
Score: -38607368.000000 Penalty: 6322.652344
	Iteration 12F: 3 clusters Score -3.860737e+07 nChanged 21910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 258199 members 
Entering Unmasked Estep 
Score: -38625012.000000 Penalty: 6322.652344
	Iteration 13F: 3 clusters Score -3.862501e+07 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 275179 members 
Entering Unmasked Estep 
Score: -38639220.000000 Penalty: 6322.652344
	Iteration 14F: 3 clusters Score -3.863922e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 288437 members 
Entering Unmasked Estep 
Score: -38648216.000000 Penalty: 6322.652344
	Iteration 15Q: 3 clusters Score -3.864822e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 298900 members 
Entering Unmasked Estep 
Score: -38652132.000000 Penalty: 6322.652344
	Iteration 16Q: 3 clusters Score -3.865213e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 307722 members 
Entering Unmasked Estep 
Score: -38653648.000000 Penalty: 6322.652344
	Iteration 17Q: 3 clusters Score -3.865365e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 315287 members 
Entering Unmasked Estep 
Score: -38653996.000000 Penalty: 6322.652344
	Iteration 18Q: 3 clusters Score -3.8654e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 321731 members 
Entering Unmasked Estep 
Score: -38653784.000000 Penalty: 6322.652344
	Iteration 19Q: 3 clusters Score -3.865378e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 327007 members 
Entering Unmasked Estep 
Score: -38653548.000000 Penalty: 6322.652344
	Iteration 20F: 3 clusters Score -3.865355e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 331157 members 
Entering Unmasked Estep 
Score: -38652716.000000 Penalty: 6322.652344
	Iteration 21Q: 3 clusters Score -3.865272e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 334289 members 
Entering Unmasked Estep 
Score: -38652032.000000 Penalty: 6322.652344
	Iteration 22Q: 3 clusters Score -3.865203e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 336556 members 
Entering Unmasked Estep 
Score: -38651608.000000 Penalty: 6322.652344
	Iteration 23Q: 3 clusters Score -3.865161e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 338170 members 
Entering Unmasked Estep 
Score: -38650996.000000 Penalty: 6322.652344
	Iteration 24Q: 3 clusters Score -3.8651e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 339223 members 
Entering Unmasked Estep 
Score: -38650600.000000 Penalty: 6322.652344
	Iteration 25Q: 3 clusters Score -3.86506e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 339946 members 
Entering Unmasked Estep 
Score: -38650264.000000 Penalty: 6322.652344
	Iteration 26Q: 3 clusters Score -3.865026e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 340454 members 
Entering Unmasked Estep 
Score: -38650000.000000 Penalty: 6322.652344
	Iteration 27Q: 3 clusters Score -3.865e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 340801 members 
Entering Unmasked Estep 
Score: -38650056.000000 Penalty: 6322.652344
	Iteration 28Q: 3 clusters Score -3.865006e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 341066 members 
Entering Unmasked Estep 
Score: -38649936.000000 Penalty: 6322.652344
	Iteration 29Q: 3 clusters Score -3.864994e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 341261 members 
Entering Unmasked Estep 
Score: -38649836.000000 Penalty: 6322.652344
	Iteration 30Q: 3 clusters Score -3.864984e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 341446 members 
Entering Unmasked Estep 
Score: -38649720.000000 Penalty: 6322.652344
	Iteration 31Q: 3 clusters Score -3.864972e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 341589 members 
Entering Unmasked Estep 
Score: -38649720.000000 Penalty: 6322.652344
	Iteration 32Q: 3 clusters Score -3.864972e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 341698 members 
Entering Unmasked Estep 
Score: -38649668.000000 Penalty: 6322.652344
	Iteration 33Q: 3 clusters Score -3.864967e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 341771 members 
Entering Unmasked Estep 
Score: -38649728.000000 Penalty: 6322.652344
	Iteration 34Q: 3 clusters Score -3.864973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 341820 members 
Entering Unmasked Estep 
Score: -38649684.000000 Penalty: 6322.652344
	Iteration 35Q: 3 clusters Score -3.864968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 341859 members 
Entering Unmasked Estep 
Score: -38649660.000000 Penalty: 6322.652344
	Iteration 36Q: 3 clusters Score -3.864966e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 341886 members 
Entering Unmasked Estep 
Score: -38649636.000000 Penalty: 6322.652344
	Iteration 37Q: 3 clusters Score -3.864964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 341912 members 
Entering Unmasked Estep 
Score: -38649656.000000 Penalty: 6322.652344
	Iteration 38Q: 3 clusters Score -3.864966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 341931 members 
Entering Unmasked Estep 
Score: -38649608.000000 Penalty: 6322.652344
	Iteration 39Q: 3 clusters Score -3.864961e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 341954 members 
Entering Unmasked Estep 
Score: -38649592.000000 Penalty: 6322.652344
	Iteration 40F: 3 clusters Score -3.864959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 341966 members 
Entering Unmasked Estep 
Score: -38649596.000000 Penalty: 6322.652344
	Iteration 41Q: 3 clusters Score -3.86496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 341972 members 
Entering Unmasked Estep 
Score: -38649588.000000 Penalty: 6322.652344
	Iteration 42Q: 3 clusters Score -3.864959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 341992 members 
Entering Unmasked Estep 
Score: -38649592.000000 Penalty: 6322.652344
	Iteration 43Q: 3 clusters Score -3.864959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 342009 members 
Entering Unmasked Estep 
Score: -38649596.000000 Penalty: 6322.652344
	Iteration 44Q: 3 clusters Score -3.86496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 342025 members 
Entering Unmasked Estep 
Score: -38649612.000000 Penalty: 6322.652344
	Iteration 45Q: 3 clusters Score -3.864961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 342043 members 
Entering Unmasked Estep 
Score: -38649572.000000 Penalty: 6322.652344
	Iteration 46Q: 3 clusters Score -3.864957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 342060 members 
Entering Unmasked Estep 
Score: -38649580.000000 Penalty: 6322.652344
	Iteration 47Q: 3 clusters Score -3.864958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 342069 members 
Entering Unmasked Estep 
Score: -38649552.000000 Penalty: 6322.652344
	Iteration 48Q: 3 clusters Score -3.864955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 342075 members 
Entering Unmasked Estep 
Score: -38649548.000000 Penalty: 6322.652344
	Iteration 49Q: 3 clusters Score -3.864955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 342080 members 
Entering Unmasked Estep 
Score: -38649576.000000 Penalty: 6322.652344
	Iteration 50Q: 3 clusters Score -3.864958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 342082 members 
Entering Unmasked Estep 
Score: -38649552.000000 Penalty: 6322.652344
	Iteration 51Q: 3 clusters Score -3.864955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 342090 members 
Entering Unmasked Estep 
Score: -38649528.000000 Penalty: 6322.652344
	Iteration 52Q: 3 clusters Score -3.864953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 342096 members 
Entering Unmasked Estep 
Score: -38649544.000000 Penalty: 6322.652344
	Iteration 53Q: 3 clusters Score -3.864954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 342098 members 
Entering Unmasked Estep 
Score: -38649564.000000 Penalty: 6322.652344
	Iteration 54Q: 3 clusters Score -3.864956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 342100 members 
Entering Unmasked Estep 
Score: -38649544.000000 Penalty: 6322.652344
	Iteration 55Q: 3 clusters Score -3.864954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 342101 members 
Entering Unmasked Estep 
Score: -38649556.000000 Penalty: 6322.652344
	Iteration 56Q: 3 clusters Score -3.864956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 342102 members 
Entering Unmasked Estep 
Score: -38649556.000000 Penalty: 6322.652344
	Iteration 57Q: 3 clusters Score -3.864956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 342104 members 
Entering Unmasked Estep 
Score: -38649552.000000 Penalty: 6322.652344
	Iteration 58Q: 3 clusters Score -3.864955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 342107 members 
Entering Unmasked Estep 
Score: -38649524.000000 Penalty: 6322.652344
	Iteration 59Q: 3 clusters Score -3.864952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 342110 members 
Entering Unmasked Estep 
Score: -38649536.000000 Penalty: 6322.652344
	Iteration 60F: 3 clusters Score -3.864954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 342112 members 
Entering Unmasked Estep 
Score: -38649532.000000 Penalty: 6322.652344
	Iteration 61Q: 3 clusters Score -3.864953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 342114 members 
Entering Unmasked Estep 
Score: -38649528.000000 Penalty: 6322.652344
	Iteration 62Q: 3 clusters Score -3.864953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 342118 members 
Entering Unmasked Estep 
Score: -38649524.000000 Penalty: 6322.652344
	Iteration 63Q: 3 clusters Score -3.864952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 342121 members 
Entering Unmasked Estep 
Score: -38649516.000000 Penalty: 6322.652344
	Iteration 64Q: 3 clusters Score -3.864952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 342119 members 
Entering Unmasked Estep 
Score: -38649524.000000 Penalty: 6322.652344
	Iteration 65Q: 3 clusters Score -3.864952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 342117 members 
Entering Unmasked Estep 
Score: -38649520.000000 Penalty: 6322.652344
	Iteration 66Q: 3 clusters Score -3.864952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 342118 members 
Entering Unmasked Estep 
Score: -38649544.000000 Penalty: 6322.652344
	Iteration 67Q: 3 clusters Score -3.864954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 342119 members 
Entering Unmasked Estep 
Score: -38649548.000000 Penalty: 6322.652344
	Iteration 68Q: 3 clusters Score -3.864955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 342123 members 
Entering Unmasked Estep 
Score: -38649532.000000 Penalty: 6322.652344
	Iteration 69Q: 3 clusters Score -3.864953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 342127 members 
Entering Unmasked Estep 
Score: -38649540.000000 Penalty: 6322.652344
	Iteration 70Q: 3 clusters Score -3.864954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 342131 members 
Entering Unmasked Estep 
Score: -38649536.000000 Penalty: 6322.652344
	Iteration 71Q: 3 clusters Score -3.864954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 342132 members 
Entering Unmasked Estep 
Score: -38649532.000000 Penalty: 6322.652344
	Iteration 72Q: 3 clusters Score -3.864953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 342134 members 
Entering Unmasked Estep 
Score: -38649528.000000 Penalty: 6322.652344
	Iteration 73Q: 3 clusters Score -3.864953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 342136 members 
Entering Unmasked Estep 
Score: -38649516.000000 Penalty: 6322.652344
	Iteration 74Q: 3 clusters Score -3.864952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 342138 members 
Entering Unmasked Estep 
Score: -38649524.000000 Penalty: 6322.652344
	Iteration 75Q: 3 clusters Score -3.864952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 342139 members 
Entering Unmasked Estep 
Score: -38649540.000000 Penalty: 6322.652344
	Iteration 76Q: 3 clusters Score -3.864954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 342139 members 
Entering Unmasked Estep 
Score: -38649548.000000 Penalty: 6322.652344
	Iteration 77Q: 3 clusters Score -3.864955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 342142 members 
Entering Unmasked Estep 
Score: -38649552.000000 Penalty: 6322.652344
	Iteration 78Q: 3 clusters Score -3.864955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 342140 members 
Entering Unmasked Estep 
Score: -38649548.000000 Penalty: 6322.652344
	Iteration 79Q: 3 clusters Score -3.864955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 342140 members 
Entering Unmasked Estep 
Score: -38649548.000000 Penalty: 6322.652344
	Iteration 80F: 3 clusters Score -3.864955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -340511.468750 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -340511.5 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 1506 members 
Entering Unmasked Estep 
Score: -337197.875000 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -337197.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337836.093750 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -337836.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -337978.500000 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -337978.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -338055.843750 Penalty: 3973.632324
	Iteration 3Q: 3 clusters Score -338055.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -338112.000000 Penalty: 3973.632324
	Iteration 4Q: 3 clusters Score -338112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338157.343750 Penalty: 3973.632324
	Iteration 5Q: 3 clusters Score -338157.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -338194.250000 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -338194.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338224.875000 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -338224.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -338250.593750 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -338250.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -338272.468750 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -338272.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -338293.312500 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -338293.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -338311.781250 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -338311.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -338331.437500 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -338331.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -338346.531250 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -338346.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -338359.812500 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -338359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -338372.375000 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -338372.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338388.343750 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -338388.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -338404.968750 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -338405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -338414.437500 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -338414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -338426.031250 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -338426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338439.250000 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -338439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -338447.531250 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -338447.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -338457.500000 Penalty: 3973.632324
	Iteration 22Q: 3 clusters Score -338457.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338469.812500 Penalty: 3973.632324
	Iteration 23Q: 3 clusters Score -338469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -338477.781250 Penalty: 3973.632324
	Iteration 24Q: 3 clusters Score -338477.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -338486.812500 Penalty: 3973.632324
	Iteration 25Q: 3 clusters Score -338486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -338501.218750 Penalty: 3973.632324
	Iteration 26Q: 3 clusters Score -338501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -338514.656250 Penalty: 3973.632324
	Iteration 27Q: 3 clusters Score -338514.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -338530.812500 Penalty: 3973.632324
	Iteration 28Q: 3 clusters Score -338530.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -338542.781250 Penalty: 3973.632324
	Iteration 29Q: 3 clusters Score -338542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -338549.750000 Penalty: 3973.632324
	Iteration 30Q: 3 clusters Score -338549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -338554.781250 Penalty: 3973.632324
	Iteration 31Q: 3 clusters Score -338554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -338563.968750 Penalty: 3973.632324
	Iteration 32Q: 3 clusters Score -338564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -338573.562500 Penalty: 3973.632324
	Iteration 33Q: 3 clusters Score -338573.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -338581.187500 Penalty: 3973.632324
	Iteration 34Q: 3 clusters Score -338581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -338588.906250 Penalty: 3973.632324
	Iteration 35Q: 3 clusters Score -338588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -338597.000000 Penalty: 3973.632324
	Iteration 36Q: 3 clusters Score -338597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -338604.281250 Penalty: 3973.632324
	Iteration 37Q: 3 clusters Score -338604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -338608.906250 Penalty: 3973.632324
	Iteration 38Q: 3 clusters Score -338608.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -338614.656250 Penalty: 3973.632324
	Iteration 39Q: 3 clusters Score -338614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -338617.812500 Penalty: 3973.632324
	Iteration 40F: 3 clusters Score -338617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -338618.593750 Penalty: 3973.632324
	Iteration 41Q: 3 clusters Score -338618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -338620.968750 Penalty: 3973.632324
	Iteration 42Q: 3 clusters Score -338621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -338622.187500 Penalty: 3973.632324
	Iteration 43Q: 3 clusters Score -338622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -338622.312500 Penalty: 3973.632324
	Iteration 44Q: 3 clusters Score -338622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -338624.093750 Penalty: 3973.632324
	Iteration 45Q: 3 clusters Score -338624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -338626.843750 Penalty: 3973.632324
	Iteration 46Q: 3 clusters Score -338626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -338629.531250 Penalty: 3973.632324
	Iteration 47Q: 3 clusters Score -338629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -338631.500000 Penalty: 3973.632324
	Iteration 48Q: 3 clusters Score -338631.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -338636.375000 Penalty: 3973.632324
	Iteration 49Q: 3 clusters Score -338636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -338642.000000 Penalty: 3973.632324
	Iteration 50Q: 3 clusters Score -338642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -338649.437500 Penalty: 3973.632324
	Iteration 51Q: 3 clusters Score -338649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -338664.281250 Penalty: 3973.632324
	Iteration 52Q: 3 clusters Score -338664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -338677.062500 Penalty: 3973.632324
	Iteration 53Q: 3 clusters Score -338677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -338690.250000 Penalty: 3973.632324
	Iteration 54Q: 3 clusters Score -338690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -338696.218750 Penalty: 3973.632324
	Iteration 55Q: 3 clusters Score -338696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -338701.656250 Penalty: 3973.632324
	Iteration 56Q: 3 clusters Score -338701.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -338707.312500 Penalty: 3973.632324
	Iteration 57Q: 3 clusters Score -338707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -338712.031250 Penalty: 3973.632324
	Iteration 58Q: 3 clusters Score -338712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -338716.312500 Penalty: 3973.632324
	Iteration 59Q: 3 clusters Score -338716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -338718.375000 Penalty: 3973.632324
	Iteration 60F: 3 clusters Score -338718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -338723.312500 Penalty: 3973.632324
	Iteration 61Q: 3 clusters Score -338723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -338730.937500 Penalty: 3973.632324
	Iteration 62Q: 3 clusters Score -338730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -338735.031250 Penalty: 3973.632324
	Iteration 63Q: 3 clusters Score -338735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -338738.968750 Penalty: 3973.632324
	Iteration 64Q: 3 clusters Score -338739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -338742.937500 Penalty: 3973.632324
	Iteration 65Q: 3 clusters Score -338742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -338745.812500 Penalty: 3973.632324
	Iteration 66Q: 3 clusters Score -338745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -338746.437500 Penalty: 3973.632324
	Iteration 67Q: 3 clusters Score -338746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -338747.500000 Penalty: 3973.632324
	Iteration 68Q: 3 clusters Score -338747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -338747.625000 Penalty: 3973.632324
	Iteration 69Q: 3 clusters Score -338747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -338748.812500 Penalty: 3973.632324
	Iteration 70Q: 3 clusters Score -338748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -338749.000000 Penalty: 3973.632324
	Iteration 71Q: 3 clusters Score -338749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -338751.250000 Penalty: 3973.632324
	Iteration 72Q: 3 clusters Score -338751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -338751.250000 Penalty: 3973.632324
	Iteration 73F: 3 clusters Score -338751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44156.070312 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44156.07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44379.500000 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44379.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44460.097656 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44498.285156 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44498.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44534.687500 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44534.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44552.691406 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44552.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44555.703125 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44555.703125 Penalty: 3066.314209
	Iteration 7F: 3 clusters Score -44555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Entering Unmasked Estep 
Score: -3287383.250000 Penalty: 2568.869873
	Iteration 0F: 2 clusters Score -3287383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3265767.750000 Penalty: 5137.739746
	Iteration 0F: 3 clusters Score -3265768 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3273880.000000 Penalty: 5137.739746
	Iteration 1F: 3 clusters Score -3273880 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3274642.500000 Penalty: 5137.739746
	Iteration 2F: 3 clusters Score -3274642 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3275515.750000 Penalty: 5137.739746
	Iteration 3F: 3 clusters Score -3275516 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3276556.250000 Penalty: 5137.739746
	Iteration 4F: 3 clusters Score -3276556 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3277889.000000 Penalty: 5137.739746
	Iteration 5F: 3 clusters Score -3277889 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3279710.000000 Penalty: 5137.739746
	Iteration 6F: 3 clusters Score -3279710 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3281648.250000 Penalty: 5137.739746
	Iteration 7F: 3 clusters Score -3281648 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3283186.500000 Penalty: 5137.739746
	Iteration 8F: 3 clusters Score -3283186 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3284208.000000 Penalty: 5137.739746
	Iteration 9Q: 3 clusters Score -3284208 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3284910.000000 Penalty: 5137.739746
	Iteration 10Q: 3 clusters Score -3284910 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3285368.000000 Penalty: 5137.739746
	Iteration 11Q: 3 clusters Score -3285368 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3285654.000000 Penalty: 5137.739746
	Iteration 12Q: 3 clusters Score -3285654 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3285779.750000 Penalty: 5137.739746
	Iteration 13Q: 3 clusters Score -3285780 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3285832.750000 Penalty: 5137.739746
	Iteration 14Q: 3 clusters Score -3285833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3285867.250000 Penalty: 5137.739746
	Iteration 15Q: 3 clusters Score -3285867 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3285888.750000 Penalty: 5137.739746
	Iteration 16Q: 3 clusters Score -3285889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3285910.250000 Penalty: 5137.739746
	Iteration 17Q: 3 clusters Score -3285910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3285933.500000 Penalty: 5137.739746
	Iteration 18Q: 3 clusters Score -3285934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3285950.250000 Penalty: 5137.739746
	Iteration 19Q: 3 clusters Score -3285950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3285952.250000 Penalty: 5137.739746
	Iteration 20F: 3 clusters Score -3285952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3285954.500000 Penalty: 5137.739746
	Iteration 21Q: 3 clusters Score -3285954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3285964.250000 Penalty: 5137.739746
	Iteration 22Q: 3 clusters Score -3285964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3285958.500000 Penalty: 5137.739746
	Iteration 23Q: 3 clusters Score -3285958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3285966.500000 Penalty: 5137.739746
	Iteration 24Q: 3 clusters Score -3285966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3285967.000000 Penalty: 5137.739746
	Iteration 25Q: 3 clusters Score -3285967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3285971.500000 Penalty: 5137.739746
	Iteration 26Q: 3 clusters Score -3285972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3285972.000000 Penalty: 5137.739746
	Iteration 27Q: 3 clusters Score -3285972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3285973.250000 Penalty: 5137.739746
	Iteration 28Q: 3 clusters Score -3285973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3285968.000000 Penalty: 5137.739746
	Iteration 29Q: 3 clusters Score -3285968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3285968.750000 Penalty: 5137.739746
	Iteration 30Q: 3 clusters Score -3285969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3285968.500000 Penalty: 5137.739746
	Iteration 31Q: 3 clusters Score -3285968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3285974.750000 Penalty: 5137.739746
	Iteration 32Q: 3 clusters Score -3285975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3285967.500000 Penalty: 5137.739746
	Iteration 33Q: 3 clusters Score -3285968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3285972.250000 Penalty: 5137.739746
	Iteration 34Q: 3 clusters Score -3285972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3285977.750000 Penalty: 5137.739746
	Iteration 35Q: 3 clusters Score -3285978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3285978.000000 Penalty: 5137.739746
	Iteration 36Q: 3 clusters Score -3285978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3285979.750000 Penalty: 5137.739746
	Iteration 37Q: 3 clusters Score -3285980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3285981.000000 Penalty: 5137.739746
	Iteration 38Q: 3 clusters Score -3285981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3285980.500000 Penalty: 5137.739746
	Iteration 39Q: 3 clusters Score -3285980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3285978.250000 Penalty: 5137.739746
	Iteration 40F: 3 clusters Score -3285978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3285980.250000 Penalty: 5137.739746
	Iteration 41Q: 3 clusters Score -3285980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3285982.750000 Penalty: 5137.739746
	Iteration 42Q: 3 clusters Score -3285983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3285983.500000 Penalty: 5137.739746
	Iteration 43Q: 3 clusters Score -3285984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3285983.500000 Penalty: 5137.739746
	Iteration 44F: 3 clusters Score -3285984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -563283.937500 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -563283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -558680.750000 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -558680.8 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -559721.000000 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -559721 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -559944.812500 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -559944.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -560082.312500 Penalty: 4227.396484
	Iteration 3F: 3 clusters Score -560082.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -560175.062500 Penalty: 4227.396484
	Iteration 4Q: 3 clusters Score -560175.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -560244.375000 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -560244.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -560289.187500 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -560289.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -560329.750000 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -560329.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -560361.437500 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -560361.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -560384.750000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -560384.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -560408.625000 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -560408.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -560423.562500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -560423.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -560437.187500 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -560437.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -560445.437500 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -560445.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -560452.937500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -560452.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -560461.750000 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -560461.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -560472.875000 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -560472.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -560483.687500 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -560483.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -560492.750000 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -560492.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -560499.375000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -560499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -560506.437500 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -560506.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -560517.687500 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -560517.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -560528.062500 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -560528.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -560539.625000 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -560539.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -560553.875000 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -560553.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -560567.687500 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -560567.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -560586.875000 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -560586.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -560604.437500 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -560604.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -560624.187500 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -560624.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -560645.562500 Penalty: 4227.396484
	Iteration 29Q: 3 clusters Score -560645.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -560666.937500 Penalty: 4227.396484
	Iteration 30Q: 3 clusters Score -560666.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -560686.437500 Penalty: 4227.396484
	Iteration 31Q: 3 clusters Score -560686.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -560710.562500 Penalty: 4227.396484
	Iteration 32Q: 3 clusters Score -560710.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -560743.062500 Penalty: 4227.396484
	Iteration 33Q: 3 clusters Score -560743.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -560791.312500 Penalty: 4227.396484
	Iteration 34Q: 3 clusters Score -560791.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -560834.500000 Penalty: 4227.396484
	Iteration 35Q: 3 clusters Score -560834.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -560883.687500 Penalty: 4227.396484
	Iteration 36Q: 3 clusters Score -560883.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -560933.375000 Penalty: 4227.396484
	Iteration 37Q: 3 clusters Score -560933.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -560979.875000 Penalty: 4227.396484
	Iteration 38Q: 3 clusters Score -560979.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -561019.875000 Penalty: 4227.396484
	Iteration 39Q: 3 clusters Score -561019.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -561055.250000 Penalty: 4227.396484
	Iteration 40F: 3 clusters Score -561055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -561088.062500 Penalty: 4227.396484
	Iteration 41Q: 3 clusters Score -561088.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -561124.750000 Penalty: 4227.396484
	Iteration 42Q: 3 clusters Score -561124.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -561158.062500 Penalty: 4227.396484
	Iteration 43Q: 3 clusters Score -561158.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -561186.125000 Penalty: 4227.396484
	Iteration 44Q: 3 clusters Score -561186.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -561200.625000 Penalty: 4227.396484
	Iteration 45Q: 3 clusters Score -561200.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -561224.062500 Penalty: 4227.396484
	Iteration 46Q: 3 clusters Score -561224.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -561248.687500 Penalty: 4227.396484
	Iteration 47Q: 3 clusters Score -561248.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -561268.125000 Penalty: 4227.396484
	Iteration 48Q: 3 clusters Score -561268.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -561285.437500 Penalty: 4227.396484
	Iteration 49Q: 3 clusters Score -561285.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -561303.625000 Penalty: 4227.396484
	Iteration 50Q: 3 clusters Score -561303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -561318.000000 Penalty: 4227.396484
	Iteration 51Q: 3 clusters Score -561318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -561328.687500 Penalty: 4227.396484
	Iteration 52Q: 3 clusters Score -561328.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -561335.875000 Penalty: 4227.396484
	Iteration 53Q: 3 clusters Score -561335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -561342.187500 Penalty: 4227.396484
	Iteration 54Q: 3 clusters Score -561342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -561348.750000 Penalty: 4227.396484
	Iteration 55Q: 3 clusters Score -561348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -561351.250000 Penalty: 4227.396484
	Iteration 56Q: 3 clusters Score -561351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -561356.250000 Penalty: 4227.396484
	Iteration 57Q: 3 clusters Score -561356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -561360.187500 Penalty: 4227.396484
	Iteration 58Q: 3 clusters Score -561360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -561363.125000 Penalty: 4227.396484
	Iteration 59Q: 3 clusters Score -561363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -561366.625000 Penalty: 4227.396484
	Iteration 60F: 3 clusters Score -561366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -561368.312500 Penalty: 4227.396484
	Iteration 61Q: 3 clusters Score -561368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -561370.812500 Penalty: 4227.396484
	Iteration 62Q: 3 clusters Score -561370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -561371.375000 Penalty: 4227.396484
	Iteration 63Q: 3 clusters Score -561371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -561371.375000 Penalty: 4227.396484
	Iteration 64F: 3 clusters Score -561371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34382.558594 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34382.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34548.371094 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34548.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34597.859375 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34597.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34614.796875 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34619.441406 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34619.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34625.324219 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34625.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34625.324219 Penalty: 2916.744385
	Iteration 6F: 3 clusters Score -34625.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Entering Unmasked Estep 
Score: -1392403.250000 Penalty: 2340.869141
	Iteration 0F: 2 clusters Score -1392403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1383188.000000 Penalty: 4681.738281
	Iteration 0F: 3 clusters Score -1383188 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1386191.875000 Penalty: 4681.738281
	Iteration 1F: 3 clusters Score -1386192 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1386657.125000 Penalty: 4681.738281
	Iteration 2F: 3 clusters Score -1386657 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1387079.875000 Penalty: 4681.738281
	Iteration 3F: 3 clusters Score -1387080 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1387515.875000 Penalty: 4681.738281
	Iteration 4F: 3 clusters Score -1387516 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1388024.125000 Penalty: 4681.738281
	Iteration 5F: 3 clusters Score -1388024 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1388565.000000 Penalty: 4681.738281
	Iteration 6F: 3 clusters Score -1388565 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1389199.625000 Penalty: 4681.738281
	Iteration 7F: 3 clusters Score -1389200 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1389751.125000 Penalty: 4681.738281
	Iteration 8Q: 3 clusters Score -1389751 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1390270.250000 Penalty: 4681.738281
	Iteration 9Q: 3 clusters Score -1390270 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1390666.750000 Penalty: 4681.738281
	Iteration 10Q: 3 clusters Score -1390667 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1390877.250000 Penalty: 4681.738281
	Iteration 11Q: 3 clusters Score -1390877 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1390964.250000 Penalty: 4681.738281
	Iteration 12Q: 3 clusters Score -1390964 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1391013.875000 Penalty: 4681.738281
	Iteration 13Q: 3 clusters Score -1391014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1391044.750000 Penalty: 4681.738281
	Iteration 14Q: 3 clusters Score -1391045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1391073.750000 Penalty: 4681.738281
	Iteration 15Q: 3 clusters Score -1391074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1391091.125000 Penalty: 4681.738281
	Iteration 16Q: 3 clusters Score -1391091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1391108.000000 Penalty: 4681.738281
	Iteration 17Q: 3 clusters Score -1391108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1391112.125000 Penalty: 4681.738281
	Iteration 18Q: 3 clusters Score -1391112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1391122.500000 Penalty: 4681.738281
	Iteration 19Q: 3 clusters Score -1391122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1391131.125000 Penalty: 4681.738281
	Iteration 20F: 3 clusters Score -1391131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1391137.125000 Penalty: 4681.738281
	Iteration 21Q: 3 clusters Score -1391137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1391144.625000 Penalty: 4681.738281
	Iteration 22Q: 3 clusters Score -1391145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1391149.375000 Penalty: 4681.738281
	Iteration 23Q: 3 clusters Score -1391149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1391149.500000 Penalty: 4681.738281
	Iteration 24Q: 3 clusters Score -1391150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1391151.375000 Penalty: 4681.738281
	Iteration 25Q: 3 clusters Score -1391151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1391154.625000 Penalty: 4681.738281
	Iteration 26Q: 3 clusters Score -1391155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1391155.875000 Penalty: 4681.738281
	Iteration 27Q: 3 clusters Score -1391156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1391155.875000 Penalty: 4681.738281
	Iteration 28Q: 3 clusters Score -1391156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1391157.750000 Penalty: 4681.738281
	Iteration 29Q: 3 clusters Score -1391158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1391156.625000 Penalty: 4681.738281
	Iteration 30Q: 3 clusters Score -1391157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1391157.125000 Penalty: 4681.738281
	Iteration 31Q: 3 clusters Score -1391157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1391156.625000 Penalty: 4681.738281
	Iteration 32Q: 3 clusters Score -1391157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1391156.625000 Penalty: 4681.738281
	Iteration 33F: 3 clusters Score -1391157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -704394.875000 Penalty: 2173.213623
	Iteration 0F: 2 clusters Score -704394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -698946.687500 Penalty: 4346.427246
	Iteration 0F: 3 clusters Score -698946.7 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -700337.625000 Penalty: 4346.427246
	Iteration 1F: 3 clusters Score -700337.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -700659.062500 Penalty: 4346.427246
	Iteration 2F: 3 clusters Score -700659.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -700908.250000 Penalty: 4346.427246
	Iteration 3F: 3 clusters Score -700908.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -701189.750000 Penalty: 4346.427246
	Iteration 4F: 3 clusters Score -701189.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -701470.562500 Penalty: 4346.427246
	Iteration 5F: 3 clusters Score -701470.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -701766.562500 Penalty: 4346.427246
	Iteration 6F: 3 clusters Score -701766.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -702103.375000 Penalty: 4346.427246
	Iteration 7F: 3 clusters Score -702103.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -702494.375000 Penalty: 4346.427246
	Iteration 8F: 3 clusters Score -702494.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -703030.125000 Penalty: 4346.427246
	Iteration 9F: 3 clusters Score -703030.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -703507.062500 Penalty: 4346.427246
	Iteration 10F: 3 clusters Score -703507.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -703700.312500 Penalty: 4346.427246
	Iteration 11Q: 3 clusters Score -703700.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -703778.250000 Penalty: 4346.427246
	Iteration 12Q: 3 clusters Score -703778.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -703802.937500 Penalty: 4346.427246
	Iteration 13Q: 3 clusters Score -703802.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -703821.125000 Penalty: 4346.427246
	Iteration 14Q: 3 clusters Score -703821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -703830.875000 Penalty: 4346.427246
	Iteration 15Q: 3 clusters Score -703830.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -703839.000000 Penalty: 4346.427246
	Iteration 16Q: 3 clusters Score -703839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -703842.250000 Penalty: 4346.427246
	Iteration 17Q: 3 clusters Score -703842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -703843.437500 Penalty: 4346.427246
	Iteration 18Q: 3 clusters Score -703843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -703846.312500 Penalty: 4346.427246
	Iteration 19Q: 3 clusters Score -703846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -703848.375000 Penalty: 4346.427246
	Iteration 20F: 3 clusters Score -703848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -703848.187500 Penalty: 4346.427246
	Iteration 21Q: 3 clusters Score -703848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -703849.562500 Penalty: 4346.427246
	Iteration 22Q: 3 clusters Score -703849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -703850.375000 Penalty: 4346.427246
	Iteration 23Q: 3 clusters Score -703850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -703850.875000 Penalty: 4346.427246
	Iteration 24Q: 3 clusters Score -703850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -703850.937500 Penalty: 4346.427246
	Iteration 25Q: 3 clusters Score -703850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -703850.625000 Penalty: 4346.427246
	Iteration 26Q: 3 clusters Score -703850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -703850.625000 Penalty: 4346.427246
	Iteration 27F: 3 clusters Score -703850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23934.949219 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23934.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24104.740234 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24104.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24227.384766 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24227.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24306.681641 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24306.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24380.962891 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24380.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24384.904297 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24387.150391 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24387.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24387.150391 Penalty: 2815.669922
	Iteration 7F: 3 clusters Score -24387.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Entering Unmasked Estep 
Score: -1735348.250000 Penalty: 2385.099609
	Iteration 0F: 2 clusters Score -1735348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1724531.250000 Penalty: 4770.199219
	Iteration 0F: 3 clusters Score -1724531 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1728077.125000 Penalty: 4770.199219
	Iteration 1F: 3 clusters Score -1728077 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1728498.625000 Penalty: 4770.199219
	Iteration 2F: 3 clusters Score -1728499 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1728809.375000 Penalty: 4770.199219
	Iteration 3F: 3 clusters Score -1728809 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1729094.750000 Penalty: 4770.199219
	Iteration 4Q: 3 clusters Score -1729095 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1729382.250000 Penalty: 4770.199219
	Iteration 5Q: 3 clusters Score -1729382 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1729669.250000 Penalty: 4770.199219
	Iteration 6Q: 3 clusters Score -1729669 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1730016.750000 Penalty: 4770.199219
	Iteration 7Q: 3 clusters Score -1730017 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1730477.500000 Penalty: 4770.199219
	Iteration 8Q: 3 clusters Score -1730478 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1730974.250000 Penalty: 4770.199219
	Iteration 9Q: 3 clusters Score -1730974 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1731479.500000 Penalty: 4770.199219
	Iteration 10Q: 3 clusters Score -1731480 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1731920.125000 Penalty: 4770.199219
	Iteration 11Q: 3 clusters Score -1731920 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1732231.250000 Penalty: 4770.199219
	Iteration 12Q: 3 clusters Score -1732231 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1732443.500000 Penalty: 4770.199219
	Iteration 13Q: 3 clusters Score -1732444 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1732615.625000 Penalty: 4770.199219
	Iteration 14Q: 3 clusters Score -1732616 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1732742.875000 Penalty: 4770.199219
	Iteration 15Q: 3 clusters Score -1732743 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1732850.500000 Penalty: 4770.199219
	Iteration 16Q: 3 clusters Score -1732850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1732924.000000 Penalty: 4770.199219
	Iteration 17Q: 3 clusters Score -1732924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1732989.000000 Penalty: 4770.199219
	Iteration 18Q: 3 clusters Score -1732989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1733041.500000 Penalty: 4770.199219
	Iteration 19Q: 3 clusters Score -1733042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1733091.750000 Penalty: 4770.199219
	Iteration 20F: 3 clusters Score -1733092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1733144.125000 Penalty: 4770.199219
	Iteration 21Q: 3 clusters Score -1733144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1733180.750000 Penalty: 4770.199219
	Iteration 22Q: 3 clusters Score -1733181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1733221.250000 Penalty: 4770.199219
	Iteration 23Q: 3 clusters Score -1733221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1733265.625000 Penalty: 4770.199219
	Iteration 24Q: 3 clusters Score -1733266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1733303.750000 Penalty: 4770.199219
	Iteration 25Q: 3 clusters Score -1733304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1733324.375000 Penalty: 4770.199219
	Iteration 26Q: 3 clusters Score -1733324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1733337.625000 Penalty: 4770.199219
	Iteration 27Q: 3 clusters Score -1733338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1733343.250000 Penalty: 4770.199219
	Iteration 28Q: 3 clusters Score -1733343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1733351.750000 Penalty: 4770.199219
	Iteration 29Q: 3 clusters Score -1733352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1733357.625000 Penalty: 4770.199219
	Iteration 30Q: 3 clusters Score -1733358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1733369.500000 Penalty: 4770.199219
	Iteration 31Q: 3 clusters Score -1733370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1733374.125000 Penalty: 4770.199219
	Iteration 32Q: 3 clusters Score -1733374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1733385.250000 Penalty: 4770.199219
	Iteration 33Q: 3 clusters Score -1733385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1733389.625000 Penalty: 4770.199219
	Iteration 34Q: 3 clusters Score -1733390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1733393.875000 Penalty: 4770.199219
	Iteration 35Q: 3 clusters Score -1733394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1733397.750000 Penalty: 4770.199219
	Iteration 36Q: 3 clusters Score -1733398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1733403.500000 Penalty: 4770.199219
	Iteration 37Q: 3 clusters Score -1733404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1733403.625000 Penalty: 4770.199219
	Iteration 38Q: 3 clusters Score -1733404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1733404.500000 Penalty: 4770.199219
	Iteration 39Q: 3 clusters Score -1733404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1733404.500000 Penalty: 4770.199219
	Iteration 40F: 3 clusters Score -1733404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14487.581055 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14487.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14518.510742 Penalty: 2561.733887
	Iteration 1Q: 3 clusters Score -14518.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14520.398438 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14520.398438 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -15189.396484 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -15189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14131.661133 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -14131.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14166.255859 Penalty: 2558.891357
	Iteration 1Q: 3 clusters Score -14166.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14166.255859 Penalty: 2558.891357
	Iteration 2F: 3 clusters Score -14166.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -1027084.562500 Penalty: 2252.968262
	Iteration 0F: 2 clusters Score -1027085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1020120.625000 Penalty: 4505.936523
	Iteration 0F: 3 clusters Score -1020121 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1022030.875000 Penalty: 4505.936523
	Iteration 1F: 3 clusters Score -1022031 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1022323.437500 Penalty: 4505.936523
	Iteration 2F: 3 clusters Score -1022323 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1022542.000000 Penalty: 4505.936523
	Iteration 3F: 3 clusters Score -1022542 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1022725.937500 Penalty: 4505.936523
	Iteration 4Q: 3 clusters Score -1022726 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1022920.125000 Penalty: 4505.936523
	Iteration 5Q: 3 clusters Score -1022920 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1023122.125000 Penalty: 4505.936523
	Iteration 6Q: 3 clusters Score -1023122 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1023345.812500 Penalty: 4505.936523
	Iteration 7Q: 3 clusters Score -1023346 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1023609.625000 Penalty: 4505.936523
	Iteration 8Q: 3 clusters Score -1023610 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1023907.437500 Penalty: 4505.936523
	Iteration 9Q: 3 clusters Score -1023907 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1024184.437500 Penalty: 4505.936523
	Iteration 10Q: 3 clusters Score -1024184 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1024426.812500 Penalty: 4505.936523
	Iteration 11Q: 3 clusters Score -1024427 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1024597.625000 Penalty: 4505.936523
	Iteration 12Q: 3 clusters Score -1024598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1024735.062500 Penalty: 4505.936523
	Iteration 13Q: 3 clusters Score -1024735 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1024840.875000 Penalty: 4505.936523
	Iteration 14Q: 3 clusters Score -1024841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1024930.312500 Penalty: 4505.936523
	Iteration 15Q: 3 clusters Score -1024930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1024988.812500 Penalty: 4505.936523
	Iteration 16Q: 3 clusters Score -1024989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1025039.750000 Penalty: 4505.936523
	Iteration 17Q: 3 clusters Score -1025040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1025063.000000 Penalty: 4505.936523
	Iteration 18Q: 3 clusters Score -1025063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1025080.312500 Penalty: 4505.936523
	Iteration 19Q: 3 clusters Score -1025080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1025090.062500 Penalty: 4505.936523
	Iteration 20F: 3 clusters Score -1025090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1025093.625000 Penalty: 4505.936523
	Iteration 21Q: 3 clusters Score -1025094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1025096.937500 Penalty: 4505.936523
	Iteration 22Q: 3 clusters Score -1025097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1025096.937500 Penalty: 4505.936523
	Iteration 23F: 3 clusters Score -1025097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 56592 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42025 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102133 members 
Mstep: Class 13 contains 47372 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 21662 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32862 members 
Mstep: Class 26 contains 15527 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18940 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343617 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15023 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916760.000000 Penalty: 154325.625000
Iteration 239Q: 46 clusters Score -1.109168e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 56514 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102071 members 
Mstep: Class 13 contains 47385 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25321 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 21674 members 
Mstep: Class 19 contains 8658 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32861 members 
Mstep: Class 26 contains 15528 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18939 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343649 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15028 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916736.000000 Penalty: 154325.625000
Iteration 240F: 46 clusters Score -1.109167e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 56438 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23650 members 
Mstep: Class 9 contains 42079 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 102018 members 
Mstep: Class 13 contains 47394 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25319 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 21688 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32861 members 
Mstep: Class 26 contains 15530 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18935 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343655 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15032 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 8942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916688.000000 Penalty: 154325.625000
Iteration 241Q: 46 clusters Score -1.109167e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 56380 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101982 members 
Mstep: Class 13 contains 47396 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25316 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21705 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32860 members 
Mstep: Class 26 contains 15531 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18938 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343641 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15036 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916848.000000 Penalty: 154325.625000
Iteration 242Q: 46 clusters Score -1.109168e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 56311 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 42123 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101953 members 
Mstep: Class 13 contains 47399 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25314 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21721 members 
Mstep: Class 19 contains 8659 members 
Mstep: Class 20 contains 5635 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32860 members 
Mstep: Class 26 contains 15531 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18938 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343630 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12570 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15039 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916784.000000 Penalty: 154325.625000
Iteration 243Q: 46 clusters Score -1.109168e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 56236 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23654 members 
Mstep: Class 9 contains 42146 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101930 members 
Mstep: Class 13 contains 47397 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25314 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21734 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32859 members 
Mstep: Class 26 contains 15532 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18922 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343630 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31520 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12568 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15042 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916952.000000 Penalty: 154325.625000
Iteration 244Q: 46 clusters Score -1.10917e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 56169 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23656 members 
Mstep: Class 9 contains 42162 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101914 members 
Mstep: Class 13 contains 47398 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25312 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21734 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 20 contains 5618 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32859 members 
Mstep: Class 26 contains 15533 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18912 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343610 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12568 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15044 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916832.000000 Penalty: 154325.625000
Iteration 245Q: 46 clusters Score -1.109168e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 56110 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23657 members 
Mstep: Class 9 contains 42175 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101889 members 
Mstep: Class 13 contains 47402 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25307 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21741 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32858 members 
Mstep: Class 26 contains 15533 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18918 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343578 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12566 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15055 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916816.000000 Penalty: 154325.625000
Iteration 246Q: 46 clusters Score -1.109168e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 56032 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 42190 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101863 members 
Mstep: Class 13 contains 47406 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25304 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21749 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32857 members 
Mstep: Class 26 contains 15534 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18917 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343568 members 
Mstep: Class 34 contains 3018 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31516 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12562 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15067 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916928.000000 Penalty: 154325.625000
Iteration 247Q: 46 clusters Score -1.109169e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 55944 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23661 members 
Mstep: Class 9 contains 42205 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101828 members 
Mstep: Class 13 contains 47412 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25304 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21760 members 
Mstep: Class 19 contains 8646 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32857 members 
Mstep: Class 26 contains 15535 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18909 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343565 members 
Mstep: Class 34 contains 3019 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12560 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15074 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916888.000000 Penalty: 154325.625000
Iteration 248Q: 46 clusters Score -1.109169e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 55869 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23661 members 
Mstep: Class 9 contains 42223 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 101789 members 
Mstep: Class 13 contains 47424 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25303 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 21770 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32855 members 
Mstep: Class 26 contains 15539 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18908 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343572 members 
Mstep: Class 34 contains 3019 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12558 members 
Mstep: Class 40 contains 6394 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15081 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916896.000000 Penalty: 154325.625000
Iteration 249Q: 46 clusters Score -1.109169e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 55793 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23662 members 
Mstep: Class 9 contains 42235 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 101763 members 
Mstep: Class 13 contains 47427 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25301 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 21782 members 
Mstep: Class 19 contains 8642 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32851 members 
Mstep: Class 26 contains 15539 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18903 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343559 members 
Mstep: Class 34 contains 3019 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31520 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12556 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916992.000000 Penalty: 154325.625000
Iteration 250Q: 46 clusters Score -1.10917e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 55706 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23667 members 
Mstep: Class 9 contains 42246 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 101734 members 
Mstep: Class 13 contains 47435 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25300 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 21794 members 
Mstep: Class 19 contains 8642 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32850 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343555 members 
Mstep: Class 34 contains 3021 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31527 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12553 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15086 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916976.000000 Penalty: 154325.625000
Iteration 251Q: 46 clusters Score -1.10917e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 55621 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23663 members 
Mstep: Class 9 contains 42263 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 101695 members 
Mstep: Class 13 contains 47441 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25303 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21805 members 
Mstep: Class 19 contains 8647 members 
Mstep: Class 20 contains 5542 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32851 members 
Mstep: Class 26 contains 15539 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18886 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343545 members 
Mstep: Class 34 contains 3022 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31533 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12551 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15091 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916992.000000 Penalty: 154325.625000
Iteration 252Q: 46 clusters Score -1.10917e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 55533 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23664 members 
Mstep: Class 9 contains 42278 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 101644 members 
Mstep: Class 13 contains 47442 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25303 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21832 members 
Mstep: Class 19 contains 8650 members 
Mstep: Class 20 contains 5528 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32850 members 
Mstep: Class 26 contains 15539 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18884 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343522 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31530 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12552 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15097 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917040.000000 Penalty: 154325.625000
Iteration 253Q: 46 clusters Score -1.10917e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 55445 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23663 members 
Mstep: Class 9 contains 42296 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 101597 members 
Mstep: Class 13 contains 47445 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25303 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 8648 members 
Mstep: Class 20 contains 5517 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32847 members 
Mstep: Class 26 contains 15539 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18882 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343497 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12552 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15105 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917048.000000 Penalty: 154325.625000
Iteration 254Q: 46 clusters Score -1.10917e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 55357 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23662 members 
Mstep: Class 9 contains 42313 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 101559 members 
Mstep: Class 13 contains 47445 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25298 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21867 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 5502 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32844 members 
Mstep: Class 26 contains 15539 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18874 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343500 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31536 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12551 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15116 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916944.000000 Penalty: 154325.625000
Iteration 255Q: 46 clusters Score -1.109169e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 55264 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23664 members 
Mstep: Class 9 contains 42332 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 101513 members 
Mstep: Class 13 contains 47453 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25298 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 21881 members 
Mstep: Class 19 contains 8650 members 
Mstep: Class 20 contains 5490 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32840 members 
Mstep: Class 26 contains 15542 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18869 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343504 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12550 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15126 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916824.000000 Penalty: 154325.625000
Iteration 256Q: 46 clusters Score -1.109168e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 55197 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23669 members 
Mstep: Class 9 contains 42353 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 101473 members 
Mstep: Class 13 contains 47462 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25294 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 21899 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 5476 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32838 members 
Mstep: Class 26 contains 15544 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18869 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343487 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31541 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12549 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15132 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916984.000000 Penalty: 154325.625000
Iteration 257Q: 46 clusters Score -1.10917e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 55123 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23670 members 
Mstep: Class 9 contains 42368 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 47467 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25293 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 21918 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 5459 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32835 members 
Mstep: Class 26 contains 15544 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343503 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31544 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12548 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15140 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917192.000000 Penalty: 154325.625000
Iteration 258Q: 46 clusters Score -1.109172e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 55028 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23673 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 101411 members 
Mstep: Class 13 contains 47473 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25288 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 21941 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32835 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108717 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18866 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343524 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31547 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12547 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15148 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917216.000000 Penalty: 154325.625000
Iteration 259Q: 46 clusters Score -1.109172e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 54915 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23678 members 
Mstep: Class 9 contains 42395 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 101391 members 
Mstep: Class 13 contains 47483 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25285 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 21970 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13163 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32835 members 
Mstep: Class 26 contains 15548 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108716 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18859 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343541 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31549 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12547 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15153 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917392.000000 Penalty: 154325.625000
Iteration 260F: 46 clusters Score -1.109174e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 54813 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23677 members 
Mstep: Class 9 contains 42407 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 101370 members 
Mstep: Class 13 contains 47490 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25277 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 21997 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 5413 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13161 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32836 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18854 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343546 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31547 members 
Mstep: Class 37 contains 5026 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12547 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15160 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917400.000000 Penalty: 154325.625000
Iteration 261Q: 46 clusters Score -1.109174e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 54716 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 23680 members 
Mstep: Class 9 contains 42419 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 101336 members 
Mstep: Class 13 contains 47493 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25270 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22028 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 5400 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13159 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 32836 members 
Mstep: Class 26 contains 15545 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 18852 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343546 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31544 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12547 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15162 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917280.000000 Penalty: 154325.625000
Iteration 262Q: 46 clusters Score -1.109173e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 54624 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23684 members 
Mstep: Class 9 contains 42444 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 12 contains 101299 members 
Mstep: Class 13 contains 47497 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25267 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 5391 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13158 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32835 members 
Mstep: Class 26 contains 15545 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18845 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343533 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12547 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15169 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917504.000000 Penalty: 154325.625000
Iteration 263Q: 46 clusters Score -1.109175e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 54515 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23686 members 
Mstep: Class 9 contains 42470 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 101254 members 
Mstep: Class 13 contains 47510 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25266 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22078 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13157 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32834 members 
Mstep: Class 26 contains 15545 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18844 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343522 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31547 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12546 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15174 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 10957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917728.000000 Penalty: 154325.625000
Iteration 264Q: 46 clusters Score -1.109177e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 54412 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23687 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 101219 members 
Mstep: Class 13 contains 47520 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25262 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22104 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 5373 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13156 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32835 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18847 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343496 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31539 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12546 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15185 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917528.000000 Penalty: 154325.625000
Iteration 265Q: 46 clusters Score -1.109175e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 54328 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23685 members 
Mstep: Class 9 contains 42509 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 101172 members 
Mstep: Class 13 contains 47531 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25258 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22128 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 5361 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 13151 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32834 members 
Mstep: Class 26 contains 15547 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18851 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343495 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31531 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12546 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15197 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917512.000000 Penalty: 154325.625000
Iteration 266Q: 46 clusters Score -1.109175e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 54233 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23679 members 
Mstep: Class 9 contains 42522 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 101131 members 
Mstep: Class 13 contains 47538 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25257 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22166 members 
Mstep: Class 19 contains 8615 members 
Mstep: Class 20 contains 5346 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 13151 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32831 members 
Mstep: Class 26 contains 15549 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18849 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343519 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12545 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15204 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917480.000000 Penalty: 154325.625000
Iteration 267Q: 46 clusters Score -1.109175e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 54136 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23676 members 
Mstep: Class 9 contains 42537 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 101093 members 
Mstep: Class 13 contains 47550 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25259 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 22192 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 5336 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32827 members 
Mstep: Class 26 contains 15548 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18849 members 
Mstep: Class 32 contains 5938 members 
Mstep: Class 33 contains 343530 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12545 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15212 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917528.000000 Penalty: 154325.625000
Iteration 268Q: 46 clusters Score -1.109175e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 54039 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23678 members 
Mstep: Class 9 contains 42556 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 101059 members 
Mstep: Class 13 contains 47560 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25260 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 22213 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 5321 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32827 members 
Mstep: Class 26 contains 15549 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18850 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343529 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12543 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15224 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917688.000000 Penalty: 154325.625000
Iteration 269Q: 46 clusters Score -1.109177e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 53945 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23677 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 101015 members 
Mstep: Class 13 contains 47564 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 22239 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 5305 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32827 members 
Mstep: Class 26 contains 15551 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108728 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18847 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343523 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12543 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15237 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917712.000000 Penalty: 154325.625000
Iteration 270Q: 46 clusters Score -1.109177e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 53841 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23678 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 100969 members 
Mstep: Class 13 contains 47584 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25263 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 5285 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32826 members 
Mstep: Class 26 contains 15552 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108728 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18836 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343517 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12543 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15254 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917800.000000 Penalty: 154325.625000
Iteration 271Q: 46 clusters Score -1.109178e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 53741 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23681 members 
Mstep: Class 9 contains 42614 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 100919 members 
Mstep: Class 13 contains 47606 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 22288 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 20 contains 5265 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32824 members 
Mstep: Class 26 contains 15553 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108727 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18829 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12541 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15276 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917960.000000 Penalty: 154325.625000
Iteration 272Q: 46 clusters Score -1.10918e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 53639 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23683 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 100883 members 
Mstep: Class 13 contains 47624 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22316 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 20 contains 5246 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32825 members 
Mstep: Class 26 contains 15553 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18818 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343476 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12539 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15296 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918000.000000 Penalty: 154325.625000
Iteration 273Q: 46 clusters Score -1.10918e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 53535 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23683 members 
Mstep: Class 9 contains 42648 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 100833 members 
Mstep: Class 13 contains 47644 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25260 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22334 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 20 contains 5227 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 13152 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32824 members 
Mstep: Class 26 contains 15553 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18813 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343479 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12539 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15320 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918104.000000 Penalty: 154325.625000
Iteration 274Q: 46 clusters Score -1.109181e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 53446 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23684 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 100779 members 
Mstep: Class 13 contains 47677 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22349 members 
Mstep: Class 19 contains 8582 members 
Mstep: Class 20 contains 5209 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 13151 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32822 members 
Mstep: Class 26 contains 15553 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18806 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 343460 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12537 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15340 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 11978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918232.000000 Penalty: 154325.625000
Iteration 275Q: 46 clusters Score -1.109182e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 53353 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23686 members 
Mstep: Class 9 contains 42682 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 100730 members 
Mstep: Class 13 contains 47703 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25262 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22355 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 5194 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32819 members 
Mstep: Class 26 contains 15556 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18804 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343457 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31531 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12536 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15359 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918488.000000 Penalty: 154325.625000
Iteration 276Q: 46 clusters Score -1.109185e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 53251 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23689 members 
Mstep: Class 9 contains 42703 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100686 members 
Mstep: Class 13 contains 47736 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25259 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22373 members 
Mstep: Class 19 contains 8571 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32815 members 
Mstep: Class 26 contains 15558 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18803 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343434 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12536 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15373 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918376.000000 Penalty: 154325.625000
Iteration 277Q: 46 clusters Score -1.109184e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 53138 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23687 members 
Mstep: Class 9 contains 42720 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100635 members 
Mstep: Class 13 contains 47768 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22386 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32811 members 
Mstep: Class 26 contains 15562 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18799 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 343440 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12535 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15390 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918544.000000 Penalty: 154325.625000
Iteration 278Q: 46 clusters Score -1.109185e+08 nChanged 447
Entering ConstructFrom: 
Score: -110918544.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (19098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Entering Unmasked Estep 
Score: -2206434.250000 Penalty: 2444.620117
	Iteration 0F: 2 clusters Score -2206434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2192772.750000 Penalty: 4889.240234
	Iteration 0F: 3 clusters Score -2192773 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2197367.500000 Penalty: 4889.240234
	Iteration 1F: 3 clusters Score -2197368 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2197708.000000 Penalty: 4889.240234
	Iteration 2F: 3 clusters Score -2197708 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2198007.250000 Penalty: 4889.240234
	Iteration 3Q: 3 clusters Score -2198007 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2198248.250000 Penalty: 4889.240234
	Iteration 4Q: 3 clusters Score -2198248 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2198521.500000 Penalty: 4889.240234
	Iteration 5Q: 3 clusters Score -2198522 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2198879.000000 Penalty: 4889.240234
	Iteration 6Q: 3 clusters Score -2198879 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2199337.250000 Penalty: 4889.240234
	Iteration 7Q: 3 clusters Score -2199337 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2199924.000000 Penalty: 4889.240234
	Iteration 8F: 3 clusters Score -2199924 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2200725.750000 Penalty: 4889.240234
	Iteration 9F: 3 clusters Score -2200726 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2201641.500000 Penalty: 4889.240234
	Iteration 10F: 3 clusters Score -2201642 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2202568.750000 Penalty: 4889.240234
	Iteration 11F: 3 clusters Score -2202569 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2203226.000000 Penalty: 4889.240234
	Iteration 12Q: 3 clusters Score -2203226 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2203673.500000 Penalty: 4889.240234
	Iteration 13Q: 3 clusters Score -2203674 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2203905.250000 Penalty: 4889.240234
	Iteration 14Q: 3 clusters Score -2203905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2204011.750000 Penalty: 4889.240234
	Iteration 15Q: 3 clusters Score -2204012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2204097.750000 Penalty: 4889.240234
	Iteration 16Q: 3 clusters Score -2204098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2204176.750000 Penalty: 4889.240234
	Iteration 17Q: 3 clusters Score -2204177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2204213.000000 Penalty: 4889.240234
	Iteration 18Q: 3 clusters Score -2204213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2204234.000000 Penalty: 4889.240234
	Iteration 19Q: 3 clusters Score -2204234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2204255.000000 Penalty: 4889.240234
	Iteration 20F: 3 clusters Score -2204255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2204271.250000 Penalty: 4889.240234
	Iteration 21Q: 3 clusters Score -2204271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2204276.250000 Penalty: 4889.240234
	Iteration 22Q: 3 clusters Score -2204276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2204278.000000 Penalty: 4889.240234
	Iteration 23Q: 3 clusters Score -2204278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2204278.000000 Penalty: 4889.240234
	Iteration 24F: 3 clusters Score -2204278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Entering Unmasked Estep 
Score: -5892652.000000 Penalty: 2697.896240
	Iteration 0F: 2 clusters Score -5892652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -5857166.000000 Penalty: 5395.792480
	Iteration 0F: 3 clusters Score -5857166 nChanged 24494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5870631.000000 Penalty: 5395.792480
	Iteration 1F: 3 clusters Score -5870631 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -5871218.500000 Penalty: 5395.792480
	Iteration 2Q: 3 clusters Score -5871218 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5871885.000000 Penalty: 5395.792480
	Iteration 3Q: 3 clusters Score -5871885 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5872620.500000 Penalty: 5395.792480
	Iteration 4Q: 3 clusters Score -5872620 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -5873645.000000 Penalty: 5395.792480
	Iteration 5Q: 3 clusters Score -5873645 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5874813.000000 Penalty: 5395.792480
	Iteration 6Q: 3 clusters Score -5874813 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5876302.500000 Penalty: 5395.792480
	Iteration 7Q: 3 clusters Score -5876302 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5877999.500000 Penalty: 5395.792480
	Iteration 8F: 3 clusters Score -5878000 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5880027.500000 Penalty: 5395.792480
	Iteration 9F: 3 clusters Score -5880028 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5882045.500000 Penalty: 5395.792480
	Iteration 10F: 3 clusters Score -5882046 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5883813.000000 Penalty: 5395.792480
	Iteration 11F: 3 clusters Score -5883813 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5885352.500000 Penalty: 5395.792480
	Iteration 12Q: 3 clusters Score -5885352 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5886573.500000 Penalty: 5395.792480
	Iteration 13Q: 3 clusters Score -5886574 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -5887461.500000 Penalty: 5395.792480
	Iteration 14Q: 3 clusters Score -5887462 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -5888093.000000 Penalty: 5395.792480
	Iteration 15Q: 3 clusters Score -5888093 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5888622.000000 Penalty: 5395.792480
	Iteration 16Q: 3 clusters Score -5888622 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -5889022.500000 Penalty: 5395.792480
	Iteration 17Q: 3 clusters Score -5889022 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5889293.000000 Penalty: 5395.792480
	Iteration 18Q: 3 clusters Score -5889293 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -5889513.000000 Penalty: 5395.792480
	Iteration 19Q: 3 clusters Score -5889513 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -5889655.000000 Penalty: 5395.792480
	Iteration 20F: 3 clusters Score -5889655 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -5889768.500000 Penalty: 5395.792480
	Iteration 21Q: 3 clusters Score -5889768 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5889863.500000 Penalty: 5395.792480
	Iteration 22Q: 3 clusters Score -5889864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5889939.000000 Penalty: 5395.792480
	Iteration 23Q: 3 clusters Score -5889939 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -5889996.500000 Penalty: 5395.792480
	Iteration 24Q: 3 clusters Score -5889996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -5890054.000000 Penalty: 5395.792480
	Iteration 25Q: 3 clusters Score -5890054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5890082.500000 Penalty: 5395.792480
	Iteration 26Q: 3 clusters Score -5890082 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5890122.500000 Penalty: 5395.792480
	Iteration 27Q: 3 clusters Score -5890122 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5890170.500000 Penalty: 5395.792480
	Iteration 28Q: 3 clusters Score -5890170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5890191.500000 Penalty: 5395.792480
	Iteration 29Q: 3 clusters Score -5890192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5890220.500000 Penalty: 5395.792480
	Iteration 30Q: 3 clusters Score -5890220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5890246.500000 Penalty: 5395.792480
	Iteration 31Q: 3 clusters Score -5890246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5890261.000000 Penalty: 5395.792480
	Iteration 32Q: 3 clusters Score -5890261 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5890285.500000 Penalty: 5395.792480
	Iteration 33Q: 3 clusters Score -5890286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5890305.000000 Penalty: 5395.792480
	Iteration 34Q: 3 clusters Score -5890305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5890310.000000 Penalty: 5395.792480
	Iteration 35Q: 3 clusters Score -5890310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5890324.000000 Penalty: 5395.792480
	Iteration 36Q: 3 clusters Score -5890324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5890349.500000 Penalty: 5395.792480
	Iteration 37Q: 3 clusters Score -5890350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5890344.000000 Penalty: 5395.792480
	Iteration 38Q: 3 clusters Score -5890344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5890357.000000 Penalty: 5395.792480
	Iteration 39Q: 3 clusters Score -5890357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5890368.000000 Penalty: 5395.792480
	Iteration 40F: 3 clusters Score -5890368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5890377.000000 Penalty: 5395.792480
	Iteration 41Q: 3 clusters Score -5890377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5890384.500000 Penalty: 5395.792480
	Iteration 42Q: 3 clusters Score -5890384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5890397.000000 Penalty: 5395.792480
	Iteration 43Q: 3 clusters Score -5890397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5890384.000000 Penalty: 5395.792480
	Iteration 44Q: 3 clusters Score -5890384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5890389.500000 Penalty: 5395.792480
	Iteration 45Q: 3 clusters Score -5890390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5890398.500000 Penalty: 5395.792480
	Iteration 46Q: 3 clusters Score -5890398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5890407.000000 Penalty: 5395.792480
	Iteration 47Q: 3 clusters Score -5890407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5890409.000000 Penalty: 5395.792480
	Iteration 48Q: 3 clusters Score -5890409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5890426.000000 Penalty: 5395.792480
	Iteration 49Q: 3 clusters Score -5890426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5890424.500000 Penalty: 5395.792480
	Iteration 50Q: 3 clusters Score -5890424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5890438.500000 Penalty: 5395.792480
	Iteration 51Q: 3 clusters Score -5890438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5890430.500000 Penalty: 5395.792480
	Iteration 52Q: 3 clusters Score -5890430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5890428.500000 Penalty: 5395.792480
	Iteration 53Q: 3 clusters Score -5890428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5890445.000000 Penalty: 5395.792480
	Iteration 54Q: 3 clusters Score -5890445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5890447.000000 Penalty: 5395.792480
	Iteration 55Q: 3 clusters Score -5890447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5890453.000000 Penalty: 5395.792480
	Iteration 56Q: 3 clusters Score -5890453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5890451.000000 Penalty: 5395.792480
	Iteration 57Q: 3 clusters Score -5890451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5890449.500000 Penalty: 5395.792480
	Iteration 58Q: 3 clusters Score -5890450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5890458.000000 Penalty: 5395.792480
	Iteration 59Q: 3 clusters Score -5890458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5890449.000000 Penalty: 5395.792480
	Iteration 60F: 3 clusters Score -5890449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5890452.000000 Penalty: 5395.792480
	Iteration 61Q: 3 clusters Score -5890452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5890450.000000 Penalty: 5395.792480
	Iteration 62Q: 3 clusters Score -5890450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5890452.500000 Penalty: 5395.792480
	Iteration 63Q: 3 clusters Score -5890452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5890451.000000 Penalty: 5395.792480
	Iteration 64Q: 3 clusters Score -5890451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5890455.000000 Penalty: 5395.792480
	Iteration 65Q: 3 clusters Score -5890455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5890453.500000 Penalty: 5395.792480
	Iteration 66Q: 3 clusters Score -5890454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5890452.500000 Penalty: 5395.792480
	Iteration 67Q: 3 clusters Score -5890452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5890455.000000 Penalty: 5395.792480
	Iteration 68Q: 3 clusters Score -5890455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5890464.500000 Penalty: 5395.792480
	Iteration 69Q: 3 clusters Score -5890464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5890465.500000 Penalty: 5395.792480
	Iteration 70Q: 3 clusters Score -5890466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5890467.000000 Penalty: 5395.792480
	Iteration 71Q: 3 clusters Score -5890467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5890458.500000 Penalty: 5395.792480
	Iteration 72Q: 3 clusters Score -5890458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5890455.500000 Penalty: 5395.792480
	Iteration 73Q: 3 clusters Score -5890456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5890455.000000 Penalty: 5395.792480
	Iteration 74Q: 3 clusters Score -5890455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5890450.500000 Penalty: 5395.792480
	Iteration 75Q: 3 clusters Score -5890450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5890457.000000 Penalty: 5395.792480
	Iteration 76Q: 3 clusters Score -5890457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5890460.500000 Penalty: 5395.792480
	Iteration 77Q: 3 clusters Score -5890460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5890468.500000 Penalty: 5395.792480
	Iteration 78Q: 3 clusters Score -5890468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5890463.500000 Penalty: 5395.792480
	Iteration 79Q: 3 clusters Score -5890464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5890467.000000 Penalty: 5395.792480
	Iteration 80F: 3 clusters Score -5890467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5890466.000000 Penalty: 5395.792480
	Iteration 81Q: 3 clusters Score -5890466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5890474.500000 Penalty: 5395.792480
	Iteration 82Q: 3 clusters Score -5890474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5890470.500000 Penalty: 5395.792480
	Iteration 83Q: 3 clusters Score -5890470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5890479.000000 Penalty: 5395.792480
	Iteration 84Q: 3 clusters Score -5890479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5890471.500000 Penalty: 5395.792480
	Iteration 85Q: 3 clusters Score -5890472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5890467.000000 Penalty: 5395.792480
	Iteration 86Q: 3 clusters Score -5890467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5890468.000000 Penalty: 5395.792480
	Iteration 87Q: 3 clusters Score -5890468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5890469.000000 Penalty: 5395.792480
	Iteration 88Q: 3 clusters Score -5890469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5890473.000000 Penalty: 5395.792480
	Iteration 89Q: 3 clusters Score -5890473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5890473.000000 Penalty: 5395.792480
	Iteration 90F: 3 clusters Score -5890473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -84040.625000 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -84040.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -82325.875000 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -82325.88 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83016.289062 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -83016.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -83478.281250 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -83478.28 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -83841.570312 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -83841.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84040.875000 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -84040.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -84157.445312 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -84157.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84214.726562 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -84214.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -84255.031250 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -84255.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84277.195312 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -84277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84290.187500 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -84290.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84303.914062 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -84303.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84313.632812 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -84313.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84335.632812 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -84335.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84342.632812 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -84342.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84343.164062 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -84343.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84344.148438 Penalty: 3409.602539
	Iteration 15F: 3 clusters Score -84344.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84355.062500 Penalty: 3409.602539
	Iteration 16Q: 3 clusters Score -84355.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84355.062500 Penalty: 3409.602539
	Iteration 17F: 3 clusters Score -84355.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 53030 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23685 members 
Mstep: Class 9 contains 42738 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 100574 members 
Mstep: Class 13 contains 47787 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25266 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32809 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18793 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343464 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15406 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12353 members 
Mstep: Class 46 contains 645 members 
Entering Unmasked Estep 
Score: -110917080.000000 Penalty: 157755.078125
Splitting cluster 3 changes total score from -110918544.000000 to -110917080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -230134.828125 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -230134.8 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 1070 members 
Entering Unmasked Estep 
Score: -227436.203125 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -227436.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -227963.218750 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -227963.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -228125.578125 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -228125.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -228241.828125 Penalty: 3799.416748
	Iteration 3F: 3 clusters Score -228241.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -228319.484375 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -228319.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -228387.953125 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -228388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228441.453125 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -228441.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -228483.546875 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -228483.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228530.718750 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -228530.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228583.109375 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -228583.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -228639.781250 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -228639.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -228701.156250 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -228701.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -228746.375000 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -228746.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -228787.437500 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -228787.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -228819.578125 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -228819.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -228834.812500 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -228834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -228850.546875 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -228850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -228856.953125 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -228857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -228860.640625 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -228860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -228863.296875 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -228863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -228864.015625 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -228864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -228865.781250 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -228865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -228866.531250 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -228866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -228867.625000 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -228867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -228867.625000 Penalty: 3799.416748
	Iteration 24F: 3 clusters Score -228867.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Entering Unmasked Estep 
Score: -751035.125000 Penalty: 2186.248535
	Iteration 0F: 2 clusters Score -751035.1 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 3324 members 
Entering Unmasked Estep 
Score: -745417.000000 Penalty: 4372.497070
	Iteration 0F: 3 clusters Score -745417 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -746869.875000 Penalty: 4372.497070
	Iteration 1F: 3 clusters Score -746869.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -747106.375000 Penalty: 4372.497070
	Iteration 2F: 3 clusters Score -747106.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -747246.375000 Penalty: 4372.497070
	Iteration 3Q: 3 clusters Score -747246.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -747335.187500 Penalty: 4372.497070
	Iteration 4Q: 3 clusters Score -747335.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -747418.187500 Penalty: 4372.497070
	Iteration 5Q: 3 clusters Score -747418.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -747497.437500 Penalty: 4372.497070
	Iteration 6Q: 3 clusters Score -747497.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -747559.937500 Penalty: 4372.497070
	Iteration 7Q: 3 clusters Score -747559.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -747615.125000 Penalty: 4372.497070
	Iteration 8Q: 3 clusters Score -747615.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -747672.375000 Penalty: 4372.497070
	Iteration 9Q: 3 clusters Score -747672.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -747750.750000 Penalty: 4372.497070
	Iteration 10Q: 3 clusters Score -747750.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -747848.062500 Penalty: 4372.497070
	Iteration 11Q: 3 clusters Score -747848.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -747955.062500 Penalty: 4372.497070
	Iteration 12Q: 3 clusters Score -747955.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -748073.375000 Penalty: 4372.497070
	Iteration 13Q: 3 clusters Score -748073.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -748195.500000 Penalty: 4372.497070
	Iteration 14Q: 3 clusters Score -748195.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -748330.250000 Penalty: 4372.497070
	Iteration 15Q: 3 clusters Score -748330.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -748474.062500 Penalty: 4372.497070
	Iteration 16Q: 3 clusters Score -748474.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -748610.500000 Penalty: 4372.497070
	Iteration 17Q: 3 clusters Score -748610.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -748733.375000 Penalty: 4372.497070
	Iteration 18Q: 3 clusters Score -748733.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -748847.125000 Penalty: 4372.497070
	Iteration 19Q: 3 clusters Score -748847.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -748929.000000 Penalty: 4372.497070
	Iteration 20F: 3 clusters Score -748929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -748996.750000 Penalty: 4372.497070
	Iteration 21Q: 3 clusters Score -748996.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -749046.812500 Penalty: 4372.497070
	Iteration 22Q: 3 clusters Score -749046.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -749075.875000 Penalty: 4372.497070
	Iteration 23Q: 3 clusters Score -749075.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -749098.312500 Penalty: 4372.497070
	Iteration 24Q: 3 clusters Score -749098.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -749136.375000 Penalty: 4372.497070
	Iteration 25Q: 3 clusters Score -749136.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -749169.062500 Penalty: 4372.497070
	Iteration 26Q: 3 clusters Score -749169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -749185.687500 Penalty: 4372.497070
	Iteration 27Q: 3 clusters Score -749185.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -749195.500000 Penalty: 4372.497070
	Iteration 28Q: 3 clusters Score -749195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -749205.625000 Penalty: 4372.497070
	Iteration 29Q: 3 clusters Score -749205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -749213.312500 Penalty: 4372.497070
	Iteration 30Q: 3 clusters Score -749213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -749218.750000 Penalty: 4372.497070
	Iteration 31Q: 3 clusters Score -749218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -749224.562500 Penalty: 4372.497070
	Iteration 32Q: 3 clusters Score -749224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -749229.125000 Penalty: 4372.497070
	Iteration 33Q: 3 clusters Score -749229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -749230.750000 Penalty: 4372.497070
	Iteration 34Q: 3 clusters Score -749230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -749231.687500 Penalty: 4372.497070
	Iteration 35Q: 3 clusters Score -749231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -749236.937500 Penalty: 4372.497070
	Iteration 36Q: 3 clusters Score -749236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -749235.687500 Penalty: 4372.497070
	Iteration 37Q: 3 clusters Score -749235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -749235.687500 Penalty: 4372.497070
	Iteration 38F: 3 clusters Score -749235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -412528.000000 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -412528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -408744.968750 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -408745 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -409619.375000 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -409619.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -409931.562500 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -409931.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -410306.156250 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -410306.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -410594.500000 Penalty: 4084.870117
	Iteration 4F: 3 clusters Score -410594.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -410779.843750 Penalty: 4084.870117
	Iteration 5F: 3 clusters Score -410779.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -410932.562500 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -410932.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -411111.437500 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -411111.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -411259.031250 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -411259 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -411378.625000 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -411378.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -411521.125000 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -411521.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -411649.968750 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -411650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -411740.031250 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -411740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -411799.125000 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -411799.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -411840.125000 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -411840.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -411871.062500 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -411871.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -411893.406250 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -411893.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -411912.593750 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -411912.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -411927.625000 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -411927.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -411936.593750 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -411936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -411943.625000 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -411943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -411949.250000 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -411949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -411953.093750 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -411953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -411955.187500 Penalty: 4084.870117
	Iteration 23Q: 3 clusters Score -411955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -411959.437500 Penalty: 4084.870117
	Iteration 24Q: 3 clusters Score -411959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -411960.000000 Penalty: 4084.870117
	Iteration 25Q: 3 clusters Score -411960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -411963.062500 Penalty: 4084.870117
	Iteration 26Q: 3 clusters Score -411963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -411966.937500 Penalty: 4084.870117
	Iteration 27Q: 3 clusters Score -411966.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -411970.843750 Penalty: 4084.870117
	Iteration 28Q: 3 clusters Score -411970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -411972.437500 Penalty: 4084.870117
	Iteration 29Q: 3 clusters Score -411972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -411976.062500 Penalty: 4084.870117
	Iteration 30Q: 3 clusters Score -411976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -411979.031250 Penalty: 4084.870117
	Iteration 31Q: 3 clusters Score -411979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -411979.875000 Penalty: 4084.870117
	Iteration 32Q: 3 clusters Score -411979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -411983.500000 Penalty: 4084.870117
	Iteration 33Q: 3 clusters Score -411983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -411984.593750 Penalty: 4084.870117
	Iteration 34Q: 3 clusters Score -411984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -411986.000000 Penalty: 4084.870117
	Iteration 35Q: 3 clusters Score -411986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -411987.718750 Penalty: 4084.870117
	Iteration 36Q: 3 clusters Score -411987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -411988.187500 Penalty: 4084.870117
	Iteration 37Q: 3 clusters Score -411988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -411988.906250 Penalty: 4084.870117
	Iteration 38Q: 3 clusters Score -411988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -411991.531250 Penalty: 4084.870117
	Iteration 39Q: 3 clusters Score -411991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -411992.781250 Penalty: 4084.870117
	Iteration 40F: 3 clusters Score -411992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -411992.593750 Penalty: 4084.870117
	Iteration 41Q: 3 clusters Score -411992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -411992.593750 Penalty: 4084.870117
	Iteration 42F: 3 clusters Score -411992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -430474.875000 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -430474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -426657.562500 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -426657.6 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -427458.156250 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -427458.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -427634.156250 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -427634.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -427737.875000 Penalty: 4094.504150
	Iteration 3Q: 3 clusters Score -427737.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -427809.937500 Penalty: 4094.504150
	Iteration 4Q: 3 clusters Score -427809.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -427859.531250 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -427859.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -427897.781250 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -427897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -427922.281250 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -427922.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -427937.125000 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -427937.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -427956.468750 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -427956.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -427975.375000 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -427975.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427995.250000 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -427995.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -428014.312500 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -428014.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -428030.968750 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -428031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -428052.437500 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -428052.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -428082.062500 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -428082.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -428108.593750 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -428108.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -428135.718750 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -428135.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -428164.968750 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -428165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -428188.843750 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -428188.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -428213.343750 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -428213.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -428235.625000 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -428235.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -428258.062500 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -428258.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -428283.125000 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -428283.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -428310.718750 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -428310.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -428337.406250 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -428337.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -428364.125000 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -428364.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -428387.562500 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -428387.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -428415.812500 Penalty: 4094.504150
	Iteration 28Q: 3 clusters Score -428415.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -428448.531250 Penalty: 4094.504150
	Iteration 29Q: 3 clusters Score -428448.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -428475.593750 Penalty: 4094.504150
	Iteration 30Q: 3 clusters Score -428475.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -428504.156250 Penalty: 4094.504150
	Iteration 31Q: 3 clusters Score -428504.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -428531.031250 Penalty: 4094.504150
	Iteration 32Q: 3 clusters Score -428531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -428565.468750 Penalty: 4094.504150
	Iteration 33Q: 3 clusters Score -428565.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -428598.656250 Penalty: 4094.504150
	Iteration 34Q: 3 clusters Score -428598.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -428626.375000 Penalty: 4094.504150
	Iteration 35Q: 3 clusters Score -428626.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -428695.968750 Penalty: 4094.504150
	Iteration 36Q: 3 clusters Score -428696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -428757.281250 Penalty: 4094.504150
	Iteration 37Q: 3 clusters Score -428757.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -428819.781250 Penalty: 4094.504150
	Iteration 38Q: 3 clusters Score -428819.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -428886.750000 Penalty: 4094.504150
	Iteration 39Q: 3 clusters Score -428886.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -428925.625000 Penalty: 4094.504150
	Iteration 40F: 3 clusters Score -428925.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -428951.687500 Penalty: 4094.504150
	Iteration 41Q: 3 clusters Score -428951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -428961.281250 Penalty: 4094.504150
	Iteration 42Q: 3 clusters Score -428961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -428967.875000 Penalty: 4094.504150
	Iteration 43Q: 3 clusters Score -428967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -428971.937500 Penalty: 4094.504150
	Iteration 44Q: 3 clusters Score -428971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -428977.562500 Penalty: 4094.504150
	Iteration 45Q: 3 clusters Score -428977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -428978.281250 Penalty: 4094.504150
	Iteration 46Q: 3 clusters Score -428978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -428979.437500 Penalty: 4094.504150
	Iteration 47Q: 3 clusters Score -428979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -428980.218750 Penalty: 4094.504150
	Iteration 48Q: 3 clusters Score -428980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -428980.593750 Penalty: 4094.504150
	Iteration 49Q: 3 clusters Score -428980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -428982.531250 Penalty: 4094.504150
	Iteration 50Q: 3 clusters Score -428982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -428985.218750 Penalty: 4094.504150
	Iteration 51Q: 3 clusters Score -428985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -428988.500000 Penalty: 4094.504150
	Iteration 52Q: 3 clusters Score -428988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -428990.500000 Penalty: 4094.504150
	Iteration 53Q: 3 clusters Score -428990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -428991.968750 Penalty: 4094.504150
	Iteration 54Q: 3 clusters Score -428992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -428991.968750 Penalty: 4094.504150
	Iteration 55F: 3 clusters Score -428992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Entering Unmasked Estep 
Score: -2731212.750000 Penalty: 2498.004150
	Iteration 0F: 2 clusters Score -2731213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2714931.500000 Penalty: 4996.008301
	Iteration 0F: 3 clusters Score -2714932 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2720431.750000 Penalty: 4996.008301
	Iteration 1F: 3 clusters Score -2720432 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2720846.000000 Penalty: 4996.008301
	Iteration 2F: 3 clusters Score -2720846 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2721237.750000 Penalty: 4996.008301
	Iteration 3Q: 3 clusters Score -2721238 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2721533.750000 Penalty: 4996.008301
	Iteration 4Q: 3 clusters Score -2721534 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2721877.500000 Penalty: 4996.008301
	Iteration 5Q: 3 clusters Score -2721878 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2722258.000000 Penalty: 4996.008301
	Iteration 6Q: 3 clusters Score -2722258 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2722660.500000 Penalty: 4996.008301
	Iteration 7Q: 3 clusters Score -2722660 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2723107.250000 Penalty: 4996.008301
	Iteration 8Q: 3 clusters Score -2723107 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2723634.750000 Penalty: 4996.008301
	Iteration 9Q: 3 clusters Score -2723635 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2724247.750000 Penalty: 4996.008301
	Iteration 10Q: 3 clusters Score -2724248 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2724959.750000 Penalty: 4996.008301
	Iteration 11Q: 3 clusters Score -2724960 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2725737.750000 Penalty: 4996.008301
	Iteration 12Q: 3 clusters Score -2725738 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2726511.250000 Penalty: 4996.008301
	Iteration 13Q: 3 clusters Score -2726511 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2727142.000000 Penalty: 4996.008301
	Iteration 14Q: 3 clusters Score -2727142 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2727643.750000 Penalty: 4996.008301
	Iteration 15Q: 3 clusters Score -2727644 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2727994.500000 Penalty: 4996.008301
	Iteration 16Q: 3 clusters Score -2727994 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2728235.250000 Penalty: 4996.008301
	Iteration 17Q: 3 clusters Score -2728235 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2728445.500000 Penalty: 4996.008301
	Iteration 18Q: 3 clusters Score -2728446 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2728611.250000 Penalty: 4996.008301
	Iteration 19Q: 3 clusters Score -2728611 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2728745.500000 Penalty: 4996.008301
	Iteration 20F: 3 clusters Score -2728746 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2728845.000000 Penalty: 4996.008301
	Iteration 21Q: 3 clusters Score -2728845 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2728915.000000 Penalty: 4996.008301
	Iteration 22Q: 3 clusters Score -2728915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2728969.250000 Penalty: 4996.008301
	Iteration 23Q: 3 clusters Score -2728969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2729010.750000 Penalty: 4996.008301
	Iteration 24Q: 3 clusters Score -2729011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2729024.250000 Penalty: 4996.008301
	Iteration 25Q: 3 clusters Score -2729024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2729049.750000 Penalty: 4996.008301
	Iteration 26Q: 3 clusters Score -2729050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2729064.250000 Penalty: 4996.008301
	Iteration 27Q: 3 clusters Score -2729064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2729074.750000 Penalty: 4996.008301
	Iteration 28Q: 3 clusters Score -2729075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2729077.750000 Penalty: 4996.008301
	Iteration 29Q: 3 clusters Score -2729078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2729079.750000 Penalty: 4996.008301
	Iteration 30Q: 3 clusters Score -2729080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2729086.250000 Penalty: 4996.008301
	Iteration 31Q: 3 clusters Score -2729086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2729088.500000 Penalty: 4996.008301
	Iteration 32Q: 3 clusters Score -2729088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2729096.750000 Penalty: 4996.008301
	Iteration 33Q: 3 clusters Score -2729097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2729101.250000 Penalty: 4996.008301
	Iteration 34Q: 3 clusters Score -2729101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2729102.250000 Penalty: 4996.008301
	Iteration 35Q: 3 clusters Score -2729102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2729107.500000 Penalty: 4996.008301
	Iteration 36Q: 3 clusters Score -2729108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2729113.500000 Penalty: 4996.008301
	Iteration 37Q: 3 clusters Score -2729114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2729118.000000 Penalty: 4996.008301
	Iteration 38Q: 3 clusters Score -2729118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2729120.000000 Penalty: 4996.008301
	Iteration 39Q: 3 clusters Score -2729120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2729124.250000 Penalty: 4996.008301
	Iteration 40F: 3 clusters Score -2729124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2729125.250000 Penalty: 4996.008301
	Iteration 41Q: 3 clusters Score -2729125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2729126.750000 Penalty: 4996.008301
	Iteration 42Q: 3 clusters Score -2729127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2729125.500000 Penalty: 4996.008301
	Iteration 43Q: 3 clusters Score -2729126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2729131.500000 Penalty: 4996.008301
	Iteration 44Q: 3 clusters Score -2729132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2729134.000000 Penalty: 4996.008301
	Iteration 45Q: 3 clusters Score -2729134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2729134.000000 Penalty: 4996.008301
	Iteration 46F: 3 clusters Score -2729134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Entering Unmasked Estep 
Score: -4849994.000000 Penalty: 2644.385254
	Iteration 0F: 2 clusters Score -4849994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4821172.000000 Penalty: 5288.770508
	Iteration 0F: 3 clusters Score -4821172 nChanged 19590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4831710.000000 Penalty: 5288.770508
	Iteration 1F: 3 clusters Score -4831710 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4832288.000000 Penalty: 5288.770508
	Iteration 2Q: 3 clusters Score -4832288 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4832966.500000 Penalty: 5288.770508
	Iteration 3Q: 3 clusters Score -4832966 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4833830.000000 Penalty: 5288.770508
	Iteration 4Q: 3 clusters Score -4833830 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4835015.500000 Penalty: 5288.770508
	Iteration 5Q: 3 clusters Score -4835016 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4836728.000000 Penalty: 5288.770508
	Iteration 6F: 3 clusters Score -4836728 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4839120.500000 Penalty: 5288.770508
	Iteration 7F: 3 clusters Score -4839120 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4841826.000000 Penalty: 5288.770508
	Iteration 8F: 3 clusters Score -4841826 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4844526.500000 Penalty: 5288.770508
	Iteration 9F: 3 clusters Score -4844526 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4846683.000000 Penalty: 5288.770508
	Iteration 10F: 3 clusters Score -4846683 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4847940.000000 Penalty: 5288.770508
	Iteration 11Q: 3 clusters Score -4847940 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4848505.500000 Penalty: 5288.770508
	Iteration 12Q: 3 clusters Score -4848506 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -4848731.000000 Penalty: 5288.770508
	Iteration 13Q: 3 clusters Score -4848731 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4848857.000000 Penalty: 5288.770508
	Iteration 14Q: 3 clusters Score -4848857 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4848923.500000 Penalty: 5288.770508
	Iteration 15Q: 3 clusters Score -4848924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4848971.500000 Penalty: 5288.770508
	Iteration 16Q: 3 clusters Score -4848972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4848983.500000 Penalty: 5288.770508
	Iteration 17Q: 3 clusters Score -4848984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4848986.500000 Penalty: 5288.770508
	Iteration 18Q: 3 clusters Score -4848986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4849007.000000 Penalty: 5288.770508
	Iteration 19Q: 3 clusters Score -4849007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4849017.000000 Penalty: 5288.770508
	Iteration 20F: 3 clusters Score -4849017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4849015.500000 Penalty: 5288.770508
	Iteration 21Q: 3 clusters Score -4849016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4849022.000000 Penalty: 5288.770508
	Iteration 22Q: 3 clusters Score -4849022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4849024.000000 Penalty: 5288.770508
	Iteration 23Q: 3 clusters Score -4849024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4849037.000000 Penalty: 5288.770508
	Iteration 24Q: 3 clusters Score -4849037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4849044.000000 Penalty: 5288.770508
	Iteration 25Q: 3 clusters Score -4849044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4849044.000000 Penalty: 5288.770508
	Iteration 26Q: 3 clusters Score -4849044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4849048.500000 Penalty: 5288.770508
	Iteration 27Q: 3 clusters Score -4849048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4849063.000000 Penalty: 5288.770508
	Iteration 28Q: 3 clusters Score -4849063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4849071.500000 Penalty: 5288.770508
	Iteration 29Q: 3 clusters Score -4849072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -4849065.000000 Penalty: 5288.770508
	Iteration 30Q: 3 clusters Score -4849065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4849070.000000 Penalty: 5288.770508
	Iteration 31Q: 3 clusters Score -4849070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -4849069.500000 Penalty: 5288.770508
	Iteration 32Q: 3 clusters Score -4849070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4849060.000000 Penalty: 5288.770508
	Iteration 33Q: 3 clusters Score -4849060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4849061.500000 Penalty: 5288.770508
	Iteration 34Q: 3 clusters Score -4849062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4849064.500000 Penalty: 5288.770508
	Iteration 35Q: 3 clusters Score -4849064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4849064.000000 Penalty: 5288.770508
	Iteration 36Q: 3 clusters Score -4849064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -4849061.000000 Penalty: 5288.770508
	Iteration 37Q: 3 clusters Score -4849061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4849066.500000 Penalty: 5288.770508
	Iteration 38Q: 3 clusters Score -4849066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4849061.000000 Penalty: 5288.770508
	Iteration 39Q: 3 clusters Score -4849061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4849061.000000 Penalty: 5288.770508
	Iteration 40F: 3 clusters Score -4849061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54110.644531 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54110.64 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54504.117188 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54504.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54662.222656 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54662.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54752.179688 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -54752.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54822.695312 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -54822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54863.738281 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54863.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -54893.062500 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -54893.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -54966.816406 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -54966.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55015.667969 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -55015.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55055.164062 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -55055.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55145.558594 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -55145.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55234.421875 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -55234.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55290.484375 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -55290.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55325.074219 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -55325.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55353.492188 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -55353.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55435.875000 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -55435.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55465.347656 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -55465.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55521.320312 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -55521.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55575.386719 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -55575.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55634.742188 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -55634.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55791.355469 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -55791.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55911.253906 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -55911.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55911.253906 Penalty: 3180.261963
	Iteration 22F: 3 clusters Score -55911.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 53030 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23685 members 
Mstep: Class 9 contains 42738 members 
Mstep: Class 10 contains 289 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 100574 members 
Mstep: Class 13 contains 47787 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25266 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32809 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18793 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343464 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15406 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12353 members 
Mstep: Class 46 contains 320 members 
Entering Unmasked Estep 
Score: -110916872.000000 Penalty: 157755.078125
Splitting cluster 10 changes total score from -110918544.000000 to -110916872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -163163.484375 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -163163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160786.625000 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -160786.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -161256.703125 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -161256.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161413.703125 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -161413.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161542.843750 Penalty: 3667.058350
	Iteration 3F: 3 clusters Score -161542.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161680.031250 Penalty: 3667.058350
	Iteration 4F: 3 clusters Score -161680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161758.265625 Penalty: 3667.058350
	Iteration 5Q: 3 clusters Score -161758.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161812.687500 Penalty: 3667.058350
	Iteration 6Q: 3 clusters Score -161812.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161857.125000 Penalty: 3667.058350
	Iteration 7Q: 3 clusters Score -161857.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -161892.593750 Penalty: 3667.058350
	Iteration 8Q: 3 clusters Score -161892.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -161922.796875 Penalty: 3667.058350
	Iteration 9Q: 3 clusters Score -161922.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -161948.578125 Penalty: 3667.058350
	Iteration 10Q: 3 clusters Score -161948.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161972.937500 Penalty: 3667.058350
	Iteration 11Q: 3 clusters Score -161972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161995.250000 Penalty: 3667.058350
	Iteration 12Q: 3 clusters Score -161995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162009.375000 Penalty: 3667.058350
	Iteration 13Q: 3 clusters Score -162009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162020.265625 Penalty: 3667.058350
	Iteration 14Q: 3 clusters Score -162020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -162026.562500 Penalty: 3667.058350
	Iteration 15Q: 3 clusters Score -162026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162030.468750 Penalty: 3667.058350
	Iteration 16Q: 3 clusters Score -162030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162031.812500 Penalty: 3667.058350
	Iteration 17Q: 3 clusters Score -162031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -162034.593750 Penalty: 3667.058350
	Iteration 18Q: 3 clusters Score -162034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -162035.703125 Penalty: 3667.058350
	Iteration 19Q: 3 clusters Score -162035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -162037.812500 Penalty: 3667.058350
	Iteration 20F: 3 clusters Score -162037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (100574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Entering Unmasked Estep 
Score: -11399833.000000 Penalty: 2856.625000
	Iteration 0F: 2 clusters Score -1.139983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -11332784.000000 Penalty: 5713.250000
	Iteration 0F: 3 clusters Score -1.133278e+07 nChanged 47335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -11360033.000000 Penalty: 5713.250000
	Iteration 1F: 3 clusters Score -1.136003e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -11360809.000000 Penalty: 5713.250000
	Iteration 2Q: 3 clusters Score -1.136081e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -11361724.000000 Penalty: 5713.250000
	Iteration 3Q: 3 clusters Score -1.136172e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -11362809.000000 Penalty: 5713.250000
	Iteration 4Q: 3 clusters Score -1.136281e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -11364267.000000 Penalty: 5713.250000
	Iteration 5Q: 3 clusters Score -1.136427e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -11366457.000000 Penalty: 5713.250000
	Iteration 6Q: 3 clusters Score -1.136646e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -11369445.000000 Penalty: 5713.250000
	Iteration 7F: 3 clusters Score -1.136944e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -11373594.000000 Penalty: 5713.250000
	Iteration 8F: 3 clusters Score -1.137359e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -11378739.000000 Penalty: 5713.250000
	Iteration 9F: 3 clusters Score -1.137874e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -11383373.000000 Penalty: 5713.250000
	Iteration 10F: 3 clusters Score -1.138337e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -11386584.000000 Penalty: 5713.250000
	Iteration 11Q: 3 clusters Score -1.138658e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -11388682.000000 Penalty: 5713.250000
	Iteration 12Q: 3 clusters Score -1.138868e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -11390235.000000 Penalty: 5713.250000
	Iteration 13Q: 3 clusters Score -1.139024e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -11391588.000000 Penalty: 5713.250000
	Iteration 14Q: 3 clusters Score -1.139159e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -11392777.000000 Penalty: 5713.250000
	Iteration 15Q: 3 clusters Score -1.139278e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -11393808.000000 Penalty: 5713.250000
	Iteration 16Q: 3 clusters Score -1.139381e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -11394722.000000 Penalty: 5713.250000
	Iteration 17Q: 3 clusters Score -1.139472e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -11395429.000000 Penalty: 5713.250000
	Iteration 18Q: 3 clusters Score -1.139543e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -11396053.000000 Penalty: 5713.250000
	Iteration 19Q: 3 clusters Score -1.139605e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11396446.000000 Penalty: 5713.250000
	Iteration 20F: 3 clusters Score -1.139645e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11396719.000000 Penalty: 5713.250000
	Iteration 21Q: 3 clusters Score -1.139672e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11396916.000000 Penalty: 5713.250000
	Iteration 22Q: 3 clusters Score -1.139692e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11397049.000000 Penalty: 5713.250000
	Iteration 23Q: 3 clusters Score -1.139705e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11397172.000000 Penalty: 5713.250000
	Iteration 24Q: 3 clusters Score -1.139717e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11397227.000000 Penalty: 5713.250000
	Iteration 25Q: 3 clusters Score -1.139723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11397274.000000 Penalty: 5713.250000
	Iteration 26Q: 3 clusters Score -1.139727e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11397324.000000 Penalty: 5713.250000
	Iteration 27Q: 3 clusters Score -1.139732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11397356.000000 Penalty: 5713.250000
	Iteration 28Q: 3 clusters Score -1.139736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11397369.000000 Penalty: 5713.250000
	Iteration 29Q: 3 clusters Score -1.139737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11397396.000000 Penalty: 5713.250000
	Iteration 30Q: 3 clusters Score -1.13974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11397407.000000 Penalty: 5713.250000
	Iteration 31Q: 3 clusters Score -1.139741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11397415.000000 Penalty: 5713.250000
	Iteration 32Q: 3 clusters Score -1.139742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11397422.000000 Penalty: 5713.250000
	Iteration 33Q: 3 clusters Score -1.139742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11397426.000000 Penalty: 5713.250000
	Iteration 34Q: 3 clusters Score -1.139743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11397444.000000 Penalty: 5713.250000
	Iteration 35Q: 3 clusters Score -1.139744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11397431.000000 Penalty: 5713.250000
	Iteration 36Q: 3 clusters Score -1.139743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11397449.000000 Penalty: 5713.250000
	Iteration 37Q: 3 clusters Score -1.139745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11397444.000000 Penalty: 5713.250000
	Iteration 38Q: 3 clusters Score -1.139744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11397453.000000 Penalty: 5713.250000
	Iteration 39Q: 3 clusters Score -1.139745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11397458.000000 Penalty: 5713.250000
	Iteration 40F: 3 clusters Score -1.139746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11397473.000000 Penalty: 5713.250000
	Iteration 41Q: 3 clusters Score -1.139747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11397473.000000 Penalty: 5713.250000
	Iteration 42Q: 3 clusters Score -1.139747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11397470.000000 Penalty: 5713.250000
	Iteration 43Q: 3 clusters Score -1.139747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11397470.000000 Penalty: 5713.250000
	Iteration 44F: 3 clusters Score -1.139747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Entering Unmasked Estep 
Score: -5442565.000000 Penalty: 2672.078125
	Iteration 0F: 2 clusters Score -5442565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5410234.000000 Penalty: 5344.156250
	Iteration 0F: 3 clusters Score -5410234 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -5422563.000000 Penalty: 5344.156250
	Iteration 1F: 3 clusters Score -5422563 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -5423187.500000 Penalty: 5344.156250
	Iteration 2Q: 3 clusters Score -5423188 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5423928.500000 Penalty: 5344.156250
	Iteration 3Q: 3 clusters Score -5423928 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5424881.500000 Penalty: 5344.156250
	Iteration 4Q: 3 clusters Score -5424882 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5426238.000000 Penalty: 5344.156250
	Iteration 5F: 3 clusters Score -5426238 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5428235.000000 Penalty: 5344.156250
	Iteration 6F: 3 clusters Score -5428235 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5430830.000000 Penalty: 5344.156250
	Iteration 7F: 3 clusters Score -5430830 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5433981.500000 Penalty: 5344.156250
	Iteration 8F: 3 clusters Score -5433982 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5436880.000000 Penalty: 5344.156250
	Iteration 9F: 3 clusters Score -5436880 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5438554.500000 Penalty: 5344.156250
	Iteration 10F: 3 clusters Score -5438554 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -5439190.000000 Penalty: 5344.156250
	Iteration 11Q: 3 clusters Score -5439190 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -5439493.000000 Penalty: 5344.156250
	Iteration 12Q: 3 clusters Score -5439493 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -5439645.500000 Penalty: 5344.156250
	Iteration 13Q: 3 clusters Score -5439646 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -5439762.000000 Penalty: 5344.156250
	Iteration 14Q: 3 clusters Score -5439762 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -5439881.000000 Penalty: 5344.156250
	Iteration 15Q: 3 clusters Score -5439881 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5439935.500000 Penalty: 5344.156250
	Iteration 16Q: 3 clusters Score -5439936 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -5440014.000000 Penalty: 5344.156250
	Iteration 17Q: 3 clusters Score -5440014 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -5440075.500000 Penalty: 5344.156250
	Iteration 18Q: 3 clusters Score -5440076 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -5440129.500000 Penalty: 5344.156250
	Iteration 19Q: 3 clusters Score -5440130 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5440185.000000 Penalty: 5344.156250
	Iteration 20F: 3 clusters Score -5440185 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5440238.500000 Penalty: 5344.156250
	Iteration 21Q: 3 clusters Score -5440238 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -5440273.500000 Penalty: 5344.156250
	Iteration 22Q: 3 clusters Score -5440274 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5440337.500000 Penalty: 5344.156250
	Iteration 23Q: 3 clusters Score -5440338 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5440358.000000 Penalty: 5344.156250
	Iteration 24Q: 3 clusters Score -5440358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -5440393.500000 Penalty: 5344.156250
	Iteration 25Q: 3 clusters Score -5440394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5440407.000000 Penalty: 5344.156250
	Iteration 26Q: 3 clusters Score -5440407 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5440421.000000 Penalty: 5344.156250
	Iteration 27Q: 3 clusters Score -5440421 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5440442.000000 Penalty: 5344.156250
	Iteration 28Q: 3 clusters Score -5440442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5440454.500000 Penalty: 5344.156250
	Iteration 29Q: 3 clusters Score -5440454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5440450.500000 Penalty: 5344.156250
	Iteration 30Q: 3 clusters Score -5440450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -5440456.000000 Penalty: 5344.156250
	Iteration 31Q: 3 clusters Score -5440456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5440453.500000 Penalty: 5344.156250
	Iteration 32Q: 3 clusters Score -5440454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5440446.500000 Penalty: 5344.156250
	Iteration 33Q: 3 clusters Score -5440446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5440446.000000 Penalty: 5344.156250
	Iteration 34Q: 3 clusters Score -5440446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -5440441.500000 Penalty: 5344.156250
	Iteration 35Q: 3 clusters Score -5440442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5440459.500000 Penalty: 5344.156250
	Iteration 36Q: 3 clusters Score -5440460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5440460.500000 Penalty: 5344.156250
	Iteration 37Q: 3 clusters Score -5440460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5440470.500000 Penalty: 5344.156250
	Iteration 38Q: 3 clusters Score -5440470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5440481.500000 Penalty: 5344.156250
	Iteration 39Q: 3 clusters Score -5440482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5440476.500000 Penalty: 5344.156250
	Iteration 40F: 3 clusters Score -5440476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5440477.000000 Penalty: 5344.156250
	Iteration 41Q: 3 clusters Score -5440477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -5440479.000000 Penalty: 5344.156250
	Iteration 42Q: 3 clusters Score -5440479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5440479.500000 Penalty: 5344.156250
	Iteration 43Q: 3 clusters Score -5440480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -5440479.500000 Penalty: 5344.156250
	Iteration 44Q: 3 clusters Score -5440480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -5440486.500000 Penalty: 5344.156250
	Iteration 45Q: 3 clusters Score -5440486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -5440492.000000 Penalty: 5344.156250
	Iteration 46Q: 3 clusters Score -5440492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5440482.000000 Penalty: 5344.156250
	Iteration 47Q: 3 clusters Score -5440482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5440486.000000 Penalty: 5344.156250
	Iteration 48Q: 3 clusters Score -5440486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -5440480.000000 Penalty: 5344.156250
	Iteration 49Q: 3 clusters Score -5440480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5440475.000000 Penalty: 5344.156250
	Iteration 50Q: 3 clusters Score -5440475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -5440478.000000 Penalty: 5344.156250
	Iteration 51Q: 3 clusters Score -5440478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -5440482.000000 Penalty: 5344.156250
	Iteration 52Q: 3 clusters Score -5440482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5440482.500000 Penalty: 5344.156250
	Iteration 53Q: 3 clusters Score -5440482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5440482.500000 Penalty: 5344.156250
	Iteration 54F: 3 clusters Score -5440482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -145430.687500 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -145430.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -143250.984375 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -143251 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143616.921875 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -143616.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143711.062500 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -143711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143764.046875 Penalty: 3595.258057
	Iteration 3Q: 3 clusters Score -143764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143802.375000 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -143802.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143818.890625 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -143818.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143828.859375 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -143828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143835.218750 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -143835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143838.765625 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -143838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143841.687500 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -143841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143843.515625 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -143843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143844.046875 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -143844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143844.046875 Penalty: 3595.258057
	Iteration 12F: 3 clusters Score -143844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128495.289062 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128495.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128816.062500 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128816.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128910.562500 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128910.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128975.843750 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128975.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129014.312500 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -129014.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129047.031250 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -129047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129071.492188 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -129071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129091.781250 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129091.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129109.148438 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129109.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129123.039062 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129134.781250 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129144.156250 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -129154.156250 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -129165.812500 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129171.265625 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129177.335938 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129180.726562 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129182.414062 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129183.656250 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -129183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129185.304688 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -129185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129190.335938 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -129190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129194.539062 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -129194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129198.835938 Penalty: 3507.500244
	Iteration 22Q: 3 clusters Score -129198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -129200.312500 Penalty: 3507.500244
	Iteration 23Q: 3 clusters Score -129200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -129203.953125 Penalty: 3507.500244
	Iteration 24Q: 3 clusters Score -129204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129206.617188 Penalty: 3507.500244
	Iteration 25Q: 3 clusters Score -129206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129209.148438 Penalty: 3507.500244
	Iteration 26Q: 3 clusters Score -129209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -129210.554688 Penalty: 3507.500244
	Iteration 27Q: 3 clusters Score -129210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129212.453125 Penalty: 3507.500244
	Iteration 28Q: 3 clusters Score -129212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129213.648438 Penalty: 3507.500244
	Iteration 29Q: 3 clusters Score -129213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129214.437500 Penalty: 3507.500244
	Iteration 30Q: 3 clusters Score -129214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129214.437500 Penalty: 3507.500244
	Iteration 31F: 3 clusters Score -129214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Entering Unmasked Estep 
Score: -2808926.750000 Penalty: 2514.029297
	Iteration 0F: 2 clusters Score -2808927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2791468.500000 Penalty: 5028.058594
	Iteration 0F: 3 clusters Score -2791468 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2797530.500000 Penalty: 5028.058594
	Iteration 1F: 3 clusters Score -2797530 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2798053.500000 Penalty: 5028.058594
	Iteration 2F: 3 clusters Score -2798054 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2798545.750000 Penalty: 5028.058594
	Iteration 3Q: 3 clusters Score -2798546 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2799112.750000 Penalty: 5028.058594
	Iteration 4Q: 3 clusters Score -2799113 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2799734.750000 Penalty: 5028.058594
	Iteration 5F: 3 clusters Score -2799735 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2800420.500000 Penalty: 5028.058594
	Iteration 6F: 3 clusters Score -2800420 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2801271.250000 Penalty: 5028.058594
	Iteration 7F: 3 clusters Score -2801271 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2802274.250000 Penalty: 5028.058594
	Iteration 8F: 3 clusters Score -2802274 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2803478.750000 Penalty: 5028.058594
	Iteration 9F: 3 clusters Score -2803479 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2804673.000000 Penalty: 5028.058594
	Iteration 10F: 3 clusters Score -2804673 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2805604.500000 Penalty: 5028.058594
	Iteration 11Q: 3 clusters Score -2805604 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2806233.500000 Penalty: 5028.058594
	Iteration 12Q: 3 clusters Score -2806234 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2806631.750000 Penalty: 5028.058594
	Iteration 13Q: 3 clusters Score -2806632 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2806903.250000 Penalty: 5028.058594
	Iteration 14Q: 3 clusters Score -2806903 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2807108.000000 Penalty: 5028.058594
	Iteration 15Q: 3 clusters Score -2807108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2807306.750000 Penalty: 5028.058594
	Iteration 16Q: 3 clusters Score -2807307 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2807400.000000 Penalty: 5028.058594
	Iteration 17Q: 3 clusters Score -2807400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2807453.750000 Penalty: 5028.058594
	Iteration 18Q: 3 clusters Score -2807454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2807486.000000 Penalty: 5028.058594
	Iteration 19Q: 3 clusters Score -2807486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2807505.500000 Penalty: 5028.058594
	Iteration 20F: 3 clusters Score -2807506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2807519.500000 Penalty: 5028.058594
	Iteration 21Q: 3 clusters Score -2807520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2807532.500000 Penalty: 5028.058594
	Iteration 22Q: 3 clusters Score -2807532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2807537.500000 Penalty: 5028.058594
	Iteration 23Q: 3 clusters Score -2807538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2807540.750000 Penalty: 5028.058594
	Iteration 24Q: 3 clusters Score -2807541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2807544.500000 Penalty: 5028.058594
	Iteration 25Q: 3 clusters Score -2807544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2807548.750000 Penalty: 5028.058594
	Iteration 26Q: 3 clusters Score -2807549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2807548.250000 Penalty: 5028.058594
	Iteration 27Q: 3 clusters Score -2807548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2807553.750000 Penalty: 5028.058594
	Iteration 28Q: 3 clusters Score -2807554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2807550.250000 Penalty: 5028.058594
	Iteration 29Q: 3 clusters Score -2807550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2807550.250000 Penalty: 5028.058594
	Iteration 30F: 3 clusters Score -2807550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Entering Unmasked Estep 
Score: -429977.875000 Penalty: 2072.483887
	Iteration 0F: 2 clusters Score -429977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -425998.312500 Penalty: 4144.967773
	Iteration 0F: 3 clusters Score -425998.3 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -427051.437500 Penalty: 4144.967773
	Iteration 1F: 3 clusters Score -427051.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -427454.281250 Penalty: 4144.967773
	Iteration 2F: 3 clusters Score -427454.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -427889.593750 Penalty: 4144.967773
	Iteration 3F: 3 clusters Score -427889.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -428328.843750 Penalty: 4144.967773
	Iteration 4F: 3 clusters Score -428328.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -428747.156250 Penalty: 4144.967773
	Iteration 5F: 3 clusters Score -428747.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -428997.625000 Penalty: 4144.967773
	Iteration 6F: 3 clusters Score -428997.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -429134.312500 Penalty: 4144.967773
	Iteration 7Q: 3 clusters Score -429134.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -429228.031250 Penalty: 4144.967773
	Iteration 8Q: 3 clusters Score -429228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -429286.281250 Penalty: 4144.967773
	Iteration 9Q: 3 clusters Score -429286.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -429324.281250 Penalty: 4144.967773
	Iteration 10Q: 3 clusters Score -429324.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -429354.187500 Penalty: 4144.967773
	Iteration 11Q: 3 clusters Score -429354.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -429369.500000 Penalty: 4144.967773
	Iteration 12Q: 3 clusters Score -429369.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -429385.968750 Penalty: 4144.967773
	Iteration 13Q: 3 clusters Score -429386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -429397.406250 Penalty: 4144.967773
	Iteration 14Q: 3 clusters Score -429397.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -429407.687500 Penalty: 4144.967773
	Iteration 15Q: 3 clusters Score -429407.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -429417.906250 Penalty: 4144.967773
	Iteration 16Q: 3 clusters Score -429417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -429422.437500 Penalty: 4144.967773
	Iteration 17Q: 3 clusters Score -429422.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -429426.875000 Penalty: 4144.967773
	Iteration 18Q: 3 clusters Score -429426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -429430.093750 Penalty: 4144.967773
	Iteration 19Q: 3 clusters Score -429430.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -429433.406250 Penalty: 4144.967773
	Iteration 20F: 3 clusters Score -429433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -429437.500000 Penalty: 4144.967773
	Iteration 21Q: 3 clusters Score -429437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -429439.062500 Penalty: 4144.967773
	Iteration 22Q: 3 clusters Score -429439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -429441.250000 Penalty: 4144.967773
	Iteration 23Q: 3 clusters Score -429441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -429441.656250 Penalty: 4144.967773
	Iteration 24Q: 3 clusters Score -429441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -429443.406250 Penalty: 4144.967773
	Iteration 25Q: 3 clusters Score -429443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -429444.343750 Penalty: 4144.967773
	Iteration 26Q: 3 clusters Score -429444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -429444.500000 Penalty: 4144.967773
	Iteration 27Q: 3 clusters Score -429444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -429445.812500 Penalty: 4144.967773
	Iteration 28Q: 3 clusters Score -429445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -429446.375000 Penalty: 4144.967773
	Iteration 29Q: 3 clusters Score -429446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -429446.375000 Penalty: 4144.967773
	Iteration 30F: 3 clusters Score -429446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Entering Unmasked Estep 
Score: -2563948.500000 Penalty: 2484.137207
	Iteration 0F: 2 clusters Score -2563948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2548301.000000 Penalty: 4968.274414
	Iteration 0F: 3 clusters Score -2548301 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2553747.750000 Penalty: 4968.274414
	Iteration 1F: 3 clusters Score -2553748 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2554257.250000 Penalty: 4968.274414
	Iteration 2F: 3 clusters Score -2554257 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2554810.000000 Penalty: 4968.274414
	Iteration 3F: 3 clusters Score -2554810 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2555389.250000 Penalty: 4968.274414
	Iteration 4Q: 3 clusters Score -2555389 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2556044.250000 Penalty: 4968.274414
	Iteration 5Q: 3 clusters Score -2556044 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2556829.500000 Penalty: 4968.274414
	Iteration 6F: 3 clusters Score -2556830 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2557712.000000 Penalty: 4968.274414
	Iteration 7F: 3 clusters Score -2557712 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2558618.750000 Penalty: 4968.274414
	Iteration 8F: 3 clusters Score -2558619 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2559379.000000 Penalty: 4968.274414
	Iteration 9Q: 3 clusters Score -2559379 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2560011.000000 Penalty: 4968.274414
	Iteration 10Q: 3 clusters Score -2560011 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2560649.500000 Penalty: 4968.274414
	Iteration 11Q: 3 clusters Score -2560650 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2561210.750000 Penalty: 4968.274414
	Iteration 12Q: 3 clusters Score -2561211 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2561693.250000 Penalty: 4968.274414
	Iteration 13Q: 3 clusters Score -2561693 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2562121.500000 Penalty: 4968.274414
	Iteration 14Q: 3 clusters Score -2562122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2562486.500000 Penalty: 4968.274414
	Iteration 15Q: 3 clusters Score -2562486 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2562709.250000 Penalty: 4968.274414
	Iteration 16Q: 3 clusters Score -2562709 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2562830.250000 Penalty: 4968.274414
	Iteration 17Q: 3 clusters Score -2562830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2562910.750000 Penalty: 4968.274414
	Iteration 18Q: 3 clusters Score -2562911 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2562993.000000 Penalty: 4968.274414
	Iteration 19Q: 3 clusters Score -2562993 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2563062.500000 Penalty: 4968.274414
	Iteration 20F: 3 clusters Score -2563062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2563125.750000 Penalty: 4968.274414
	Iteration 21Q: 3 clusters Score -2563126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2563176.750000 Penalty: 4968.274414
	Iteration 22Q: 3 clusters Score -2563177 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2563234.000000 Penalty: 4968.274414
	Iteration 23Q: 3 clusters Score -2563234 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2563311.000000 Penalty: 4968.274414
	Iteration 24Q: 3 clusters Score -2563311 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2563373.750000 Penalty: 4968.274414
	Iteration 25Q: 3 clusters Score -2563374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2563418.000000 Penalty: 4968.274414
	Iteration 26Q: 3 clusters Score -2563418 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2563468.750000 Penalty: 4968.274414
	Iteration 27Q: 3 clusters Score -2563469 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2563523.250000 Penalty: 4968.274414
	Iteration 28Q: 3 clusters Score -2563523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2563555.000000 Penalty: 4968.274414
	Iteration 29Q: 3 clusters Score -2563555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2563600.250000 Penalty: 4968.274414
	Iteration 30Q: 3 clusters Score -2563600 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2563643.750000 Penalty: 4968.274414
	Iteration 31Q: 3 clusters Score -2563644 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2563670.250000 Penalty: 4968.274414
	Iteration 32Q: 3 clusters Score -2563670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2563712.750000 Penalty: 4968.274414
	Iteration 33Q: 3 clusters Score -2563713 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2563738.250000 Penalty: 4968.274414
	Iteration 34Q: 3 clusters Score -2563738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2563756.500000 Penalty: 4968.274414
	Iteration 35Q: 3 clusters Score -2563756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2563767.250000 Penalty: 4968.274414
	Iteration 36Q: 3 clusters Score -2563767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2563791.250000 Penalty: 4968.274414
	Iteration 37Q: 3 clusters Score -2563791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2563801.750000 Penalty: 4968.274414
	Iteration 38Q: 3 clusters Score -2563802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2563815.500000 Penalty: 4968.274414
	Iteration 39Q: 3 clusters Score -2563816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2563829.500000 Penalty: 4968.274414
	Iteration 40F: 3 clusters Score -2563830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2563827.750000 Penalty: 4968.274414
	Iteration 41Q: 3 clusters Score -2563828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2563845.500000 Penalty: 4968.274414
	Iteration 42Q: 3 clusters Score -2563846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2563842.750000 Penalty: 4968.274414
	Iteration 43Q: 3 clusters Score -2563843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2563851.750000 Penalty: 4968.274414
	Iteration 44Q: 3 clusters Score -2563852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2563845.000000 Penalty: 4968.274414
	Iteration 45Q: 3 clusters Score -2563845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2563851.750000 Penalty: 4968.274414
	Iteration 46Q: 3 clusters Score -2563852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2563856.750000 Penalty: 4968.274414
	Iteration 47Q: 3 clusters Score -2563857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2563857.250000 Penalty: 4968.274414
	Iteration 48Q: 3 clusters Score -2563857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2563855.500000 Penalty: 4968.274414
	Iteration 49Q: 3 clusters Score -2563856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2563865.250000 Penalty: 4968.274414
	Iteration 50Q: 3 clusters Score -2563865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2563865.750000 Penalty: 4968.274414
	Iteration 51Q: 3 clusters Score -2563866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2563871.000000 Penalty: 4968.274414
	Iteration 52Q: 3 clusters Score -2563871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2563876.500000 Penalty: 4968.274414
	Iteration 53Q: 3 clusters Score -2563876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2563877.250000 Penalty: 4968.274414
	Iteration 54Q: 3 clusters Score -2563877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2563877.000000 Penalty: 4968.274414
	Iteration 55Q: 3 clusters Score -2563877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2563871.750000 Penalty: 4968.274414
	Iteration 56Q: 3 clusters Score -2563872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2563876.250000 Penalty: 4968.274414
	Iteration 57Q: 3 clusters Score -2563876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2563875.250000 Penalty: 4968.274414
	Iteration 58Q: 3 clusters Score -2563875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2563875.500000 Penalty: 4968.274414
	Iteration 59Q: 3 clusters Score -2563876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2563875.500000 Penalty: 4968.274414
	Iteration 60F: 3 clusters Score -2563876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2563873.750000 Penalty: 4968.274414
	Iteration 61Q: 3 clusters Score -2563874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2563876.000000 Penalty: 4968.274414
	Iteration 62Q: 3 clusters Score -2563876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2563871.500000 Penalty: 4968.274414
	Iteration 63Q: 3 clusters Score -2563872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2563877.000000 Penalty: 4968.274414
	Iteration 64Q: 3 clusters Score -2563877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2563876.750000 Penalty: 4968.274414
	Iteration 65Q: 3 clusters Score -2563877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2563875.500000 Penalty: 4968.274414
	Iteration 66Q: 3 clusters Score -2563876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2563879.750000 Penalty: 4968.274414
	Iteration 67Q: 3 clusters Score -2563880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2563879.750000 Penalty: 4968.274414
	Iteration 68F: 3 clusters Score -2563880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -951404.937500 Penalty: 2245.748779
	Iteration 0F: 2 clusters Score -951404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -944661.750000 Penalty: 4491.497559
	Iteration 0F: 3 clusters Score -944661.8 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -946546.625000 Penalty: 4491.497559
	Iteration 1F: 3 clusters Score -946546.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -946844.125000 Penalty: 4491.497559
	Iteration 2F: 3 clusters Score -946844.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -947035.062500 Penalty: 4491.497559
	Iteration 3F: 3 clusters Score -947035.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -947181.125000 Penalty: 4491.497559
	Iteration 4Q: 3 clusters Score -947181.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -947292.625000 Penalty: 4491.497559
	Iteration 5Q: 3 clusters Score -947292.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -947389.937500 Penalty: 4491.497559
	Iteration 6Q: 3 clusters Score -947389.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -947513.500000 Penalty: 4491.497559
	Iteration 7Q: 3 clusters Score -947513.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -947669.562500 Penalty: 4491.497559
	Iteration 8Q: 3 clusters Score -947669.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -947855.500000 Penalty: 4491.497559
	Iteration 9Q: 3 clusters Score -947855.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -948042.125000 Penalty: 4491.497559
	Iteration 10Q: 3 clusters Score -948042.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -948247.125000 Penalty: 4491.497559
	Iteration 11Q: 3 clusters Score -948247.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -948497.312500 Penalty: 4491.497559
	Iteration 12Q: 3 clusters Score -948497.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -948758.750000 Penalty: 4491.497559
	Iteration 13Q: 3 clusters Score -948758.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -949023.187500 Penalty: 4491.497559
	Iteration 14Q: 3 clusters Score -949023.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -949228.812500 Penalty: 4491.497559
	Iteration 15Q: 3 clusters Score -949228.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -949371.125000 Penalty: 4491.497559
	Iteration 16Q: 3 clusters Score -949371.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -949493.062500 Penalty: 4491.497559
	Iteration 17Q: 3 clusters Score -949493.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -949579.500000 Penalty: 4491.497559
	Iteration 18Q: 3 clusters Score -949579.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -949651.812500 Penalty: 4491.497559
	Iteration 19Q: 3 clusters Score -949651.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -949717.625000 Penalty: 4491.497559
	Iteration 20F: 3 clusters Score -949717.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -949757.062500 Penalty: 4491.497559
	Iteration 21Q: 3 clusters Score -949757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -949783.125000 Penalty: 4491.497559
	Iteration 22Q: 3 clusters Score -949783.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -949798.000000 Penalty: 4491.497559
	Iteration 23Q: 3 clusters Score -949798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -949810.437500 Penalty: 4491.497559
	Iteration 24Q: 3 clusters Score -949810.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -949822.625000 Penalty: 4491.497559
	Iteration 25Q: 3 clusters Score -949822.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -949829.062500 Penalty: 4491.497559
	Iteration 26Q: 3 clusters Score -949829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -949831.000000 Penalty: 4491.497559
	Iteration 27Q: 3 clusters Score -949831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -949836.250000 Penalty: 4491.497559
	Iteration 28Q: 3 clusters Score -949836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -949840.437500 Penalty: 4491.497559
	Iteration 29Q: 3 clusters Score -949840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -949848.312500 Penalty: 4491.497559
	Iteration 30Q: 3 clusters Score -949848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -949851.687500 Penalty: 4491.497559
	Iteration 31Q: 3 clusters Score -949851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -949855.937500 Penalty: 4491.497559
	Iteration 32Q: 3 clusters Score -949855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -949857.000000 Penalty: 4491.497559
	Iteration 33Q: 3 clusters Score -949857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -949858.000000 Penalty: 4491.497559
	Iteration 34Q: 3 clusters Score -949858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -949858.000000 Penalty: 4491.497559
	Iteration 35F: 3 clusters Score -949858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -557738.937500 Penalty: 2119.642822
	Iteration 0F: 2 clusters Score -557738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -553151.250000 Penalty: 4239.285645
	Iteration 0F: 3 clusters Score -553151.2 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -554365.125000 Penalty: 4239.285645
	Iteration 1F: 3 clusters Score -554365.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -554755.250000 Penalty: 4239.285645
	Iteration 2F: 3 clusters Score -554755.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -555041.875000 Penalty: 4239.285645
	Iteration 3F: 3 clusters Score -555041.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -555253.125000 Penalty: 4239.285645
	Iteration 4F: 3 clusters Score -555253.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -555403.187500 Penalty: 4239.285645
	Iteration 5Q: 3 clusters Score -555403.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -555524.812500 Penalty: 4239.285645
	Iteration 6Q: 3 clusters Score -555524.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -555626.937500 Penalty: 4239.285645
	Iteration 7Q: 3 clusters Score -555626.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -555728.812500 Penalty: 4239.285645
	Iteration 8Q: 3 clusters Score -555728.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -555829.500000 Penalty: 4239.285645
	Iteration 9Q: 3 clusters Score -555829.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -555908.875000 Penalty: 4239.285645
	Iteration 10Q: 3 clusters Score -555908.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -555974.125000 Penalty: 4239.285645
	Iteration 11Q: 3 clusters Score -555974.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -556028.500000 Penalty: 4239.285645
	Iteration 12Q: 3 clusters Score -556028.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -556077.875000 Penalty: 4239.285645
	Iteration 13Q: 3 clusters Score -556077.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -556115.812500 Penalty: 4239.285645
	Iteration 14Q: 3 clusters Score -556115.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -556149.062500 Penalty: 4239.285645
	Iteration 15Q: 3 clusters Score -556149.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -556181.187500 Penalty: 4239.285645
	Iteration 16Q: 3 clusters Score -556181.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -556204.875000 Penalty: 4239.285645
	Iteration 17Q: 3 clusters Score -556204.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -556227.312500 Penalty: 4239.285645
	Iteration 18Q: 3 clusters Score -556227.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -556240.687500 Penalty: 4239.285645
	Iteration 19Q: 3 clusters Score -556240.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -556252.187500 Penalty: 4239.285645
	Iteration 20F: 3 clusters Score -556252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -556262.250000 Penalty: 4239.285645
	Iteration 21Q: 3 clusters Score -556262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -556265.250000 Penalty: 4239.285645
	Iteration 22Q: 3 clusters Score -556265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -556269.125000 Penalty: 4239.285645
	Iteration 23Q: 3 clusters Score -556269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -556271.375000 Penalty: 4239.285645
	Iteration 24Q: 3 clusters Score -556271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -556271.875000 Penalty: 4239.285645
	Iteration 25Q: 3 clusters Score -556271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -556272.375000 Penalty: 4239.285645
	Iteration 26Q: 3 clusters Score -556272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -556272.687500 Penalty: 4239.285645
	Iteration 27Q: 3 clusters Score -556272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -556272.625000 Penalty: 4239.285645
	Iteration 28Q: 3 clusters Score -556272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -556272.625000 Penalty: 4239.285645
	Iteration 29F: 3 clusters Score -556272.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34815.953125 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34815.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33504.917969 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33504.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33741.718750 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33741.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33924.828125 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -33924.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34027.085938 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -34027.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34052.742188 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -34052.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34079.378906 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -34079.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34099.156250 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -34099.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34114.761719 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -34114.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34120.191406 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -34120.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34136.910156 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -34136.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34168.390625 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -34168.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34277.386719 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -34277.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34291.152344 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -34291.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34330.554688 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -34330.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34374.324219 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -34374.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34518.820312 Penalty: 2961.745850
	Iteration 15Q: 3 clusters Score -34518.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34550.644531 Penalty: 2961.745850
	Iteration 16Q: 3 clusters Score -34550.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34581.164062 Penalty: 2961.745850
	Iteration 17Q: 3 clusters Score -34581.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34606.839844 Penalty: 2961.745850
	Iteration 18Q: 3 clusters Score -34606.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34624.277344 Penalty: 2961.745850
	Iteration 19Q: 3 clusters Score -34624.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34635.742188 Penalty: 2961.745850
	Iteration 20F: 3 clusters Score -34635.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34642.492188 Penalty: 2961.745850
	Iteration 21Q: 3 clusters Score -34642.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34657.894531 Penalty: 2961.745850
	Iteration 22Q: 3 clusters Score -34657.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34669.402344 Penalty: 2961.745850
	Iteration 23Q: 3 clusters Score -34669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34713.335938 Penalty: 2961.745850
	Iteration 24Q: 3 clusters Score -34713.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34722.246094 Penalty: 2961.745850
	Iteration 25Q: 3 clusters Score -34722.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34741.703125 Penalty: 2961.745850
	Iteration 26Q: 3 clusters Score -34741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34744.945312 Penalty: 2961.745850
	Iteration 27Q: 3 clusters Score -34744.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34749.082031 Penalty: 2961.745850
	Iteration 28Q: 3 clusters Score -34749.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34750.785156 Penalty: 2961.745850
	Iteration 29Q: 3 clusters Score -34750.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34750.785156 Penalty: 2961.745850
	Iteration 30F: 3 clusters Score -34750.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -480564.437500 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -480564.4 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 2175 members 
Entering Unmasked Estep 
Score: -476441.031250 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -476441 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -477463.406250 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -477463.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -477682.187500 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -477682.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -477814.156250 Penalty: 4160.333008
	Iteration 3Q: 3 clusters Score -477814.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -477934.687500 Penalty: 4160.333008
	Iteration 4Q: 3 clusters Score -477934.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -478039.687500 Penalty: 4160.333008
	Iteration 5Q: 3 clusters Score -478039.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -478152.312500 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -478152.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -478262.500000 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -478262.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -478370.718750 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -478370.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -478457.781250 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -478457.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -478525.531250 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -478525.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -478576.906250 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -478576.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -478605.062500 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -478605.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478632.468750 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -478632.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -478661.843750 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -478661.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -478687.000000 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -478687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -478710.593750 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -478710.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -478729.468750 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -478729.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -478743.937500 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -478743.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -478760.187500 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -478760.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -478780.312500 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -478780.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -478797.625000 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -478797.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -478811.750000 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -478811.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -478820.718750 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -478820.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -478827.531250 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -478827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -478830.312500 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -478830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -478833.500000 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -478833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -478835.218750 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -478835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -478837.406250 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -478837.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -478839.750000 Penalty: 4160.333008
	Iteration 29Q: 3 clusters Score -478839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -478842.312500 Penalty: 4160.333008
	Iteration 30Q: 3 clusters Score -478842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -478846.656250 Penalty: 4160.333008
	Iteration 31Q: 3 clusters Score -478846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -478848.968750 Penalty: 4160.333008
	Iteration 32Q: 3 clusters Score -478849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -478851.750000 Penalty: 4160.333008
	Iteration 33Q: 3 clusters Score -478851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -478853.125000 Penalty: 4160.333008
	Iteration 34Q: 3 clusters Score -478853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -478856.718750 Penalty: 4160.333008
	Iteration 35Q: 3 clusters Score -478856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -478860.937500 Penalty: 4160.333008
	Iteration 36Q: 3 clusters Score -478860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -478863.468750 Penalty: 4160.333008
	Iteration 37Q: 3 clusters Score -478863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -478865.375000 Penalty: 4160.333008
	Iteration 38Q: 3 clusters Score -478865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -478865.968750 Penalty: 4160.333008
	Iteration 39Q: 3 clusters Score -478866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -478866.875000 Penalty: 4160.333008
	Iteration 40F: 3 clusters Score -478866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Entering Unmasked Estep 
Score: -1378538.625000 Penalty: 2352.019287
	Iteration 0F: 2 clusters Score -1378539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1368867.125000 Penalty: 4704.038574
	Iteration 0F: 3 clusters Score -1368867 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1371905.250000 Penalty: 4704.038574
	Iteration 1F: 3 clusters Score -1371905 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1372357.000000 Penalty: 4704.038574
	Iteration 2F: 3 clusters Score -1372357 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1372741.000000 Penalty: 4704.038574
	Iteration 3F: 3 clusters Score -1372741 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1373073.000000 Penalty: 4704.038574
	Iteration 4F: 3 clusters Score -1373073 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1373383.375000 Penalty: 4704.038574
	Iteration 5Q: 3 clusters Score -1373383 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1373733.250000 Penalty: 4704.038574
	Iteration 6Q: 3 clusters Score -1373733 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1374049.375000 Penalty: 4704.038574
	Iteration 7Q: 3 clusters Score -1374049 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1374319.750000 Penalty: 4704.038574
	Iteration 8Q: 3 clusters Score -1374320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1374532.500000 Penalty: 4704.038574
	Iteration 9Q: 3 clusters Score -1374532 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1374713.875000 Penalty: 4704.038574
	Iteration 10Q: 3 clusters Score -1374714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1374867.250000 Penalty: 4704.038574
	Iteration 11Q: 3 clusters Score -1374867 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1375001.000000 Penalty: 4704.038574
	Iteration 12Q: 3 clusters Score -1375001 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1375130.625000 Penalty: 4704.038574
	Iteration 13Q: 3 clusters Score -1375131 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1375212.750000 Penalty: 4704.038574
	Iteration 14Q: 3 clusters Score -1375213 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1375291.250000 Penalty: 4704.038574
	Iteration 15Q: 3 clusters Score -1375291 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1375393.375000 Penalty: 4704.038574
	Iteration 16Q: 3 clusters Score -1375393 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1375477.250000 Penalty: 4704.038574
	Iteration 17Q: 3 clusters Score -1375477 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1375541.500000 Penalty: 4704.038574
	Iteration 18Q: 3 clusters Score -1375542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1375599.875000 Penalty: 4704.038574
	Iteration 19Q: 3 clusters Score -1375600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1375674.000000 Penalty: 4704.038574
	Iteration 20F: 3 clusters Score -1375674 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1375738.625000 Penalty: 4704.038574
	Iteration 21Q: 3 clusters Score -1375739 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1375790.125000 Penalty: 4704.038574
	Iteration 22Q: 3 clusters Score -1375790 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1375815.750000 Penalty: 4704.038574
	Iteration 23Q: 3 clusters Score -1375816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1375831.875000 Penalty: 4704.038574
	Iteration 24Q: 3 clusters Score -1375832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1375845.875000 Penalty: 4704.038574
	Iteration 25Q: 3 clusters Score -1375846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1375856.625000 Penalty: 4704.038574
	Iteration 26Q: 3 clusters Score -1375857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1375864.875000 Penalty: 4704.038574
	Iteration 27Q: 3 clusters Score -1375865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1375869.625000 Penalty: 4704.038574
	Iteration 28Q: 3 clusters Score -1375870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1375879.125000 Penalty: 4704.038574
	Iteration 29Q: 3 clusters Score -1375879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1375889.625000 Penalty: 4704.038574
	Iteration 30Q: 3 clusters Score -1375890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1375900.250000 Penalty: 4704.038574
	Iteration 31Q: 3 clusters Score -1375900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1375903.750000 Penalty: 4704.038574
	Iteration 32Q: 3 clusters Score -1375904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1375906.500000 Penalty: 4704.038574
	Iteration 33Q: 3 clusters Score -1375906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1375910.375000 Penalty: 4704.038574
	Iteration 34Q: 3 clusters Score -1375910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1375920.125000 Penalty: 4704.038574
	Iteration 35Q: 3 clusters Score -1375920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1375920.250000 Penalty: 4704.038574
	Iteration 36Q: 3 clusters Score -1375920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1375921.125000 Penalty: 4704.038574
	Iteration 37Q: 3 clusters Score -1375921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1375925.250000 Penalty: 4704.038574
	Iteration 38Q: 3 clusters Score -1375925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1375927.000000 Penalty: 4704.038574
	Iteration 39Q: 3 clusters Score -1375927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1375928.250000 Penalty: 4704.038574
	Iteration 40F: 3 clusters Score -1375928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1375933.000000 Penalty: 4704.038574
	Iteration 41Q: 3 clusters Score -1375933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1375936.250000 Penalty: 4704.038574
	Iteration 42Q: 3 clusters Score -1375936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1375937.000000 Penalty: 4704.038574
	Iteration 43Q: 3 clusters Score -1375937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1375939.750000 Penalty: 4704.038574
	Iteration 44Q: 3 clusters Score -1375940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1375938.375000 Penalty: 4704.038574
	Iteration 45Q: 3 clusters Score -1375938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1375940.250000 Penalty: 4704.038574
	Iteration 46Q: 3 clusters Score -1375940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1375944.000000 Penalty: 4704.038574
	Iteration 47Q: 3 clusters Score -1375944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1375947.000000 Penalty: 4704.038574
	Iteration 48Q: 3 clusters Score -1375947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1375947.250000 Penalty: 4704.038574
	Iteration 49Q: 3 clusters Score -1375947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1375949.250000 Penalty: 4704.038574
	Iteration 50Q: 3 clusters Score -1375949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1375948.500000 Penalty: 4704.038574
	Iteration 51Q: 3 clusters Score -1375948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1375949.375000 Penalty: 4704.038574
	Iteration 52Q: 3 clusters Score -1375949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1375946.750000 Penalty: 4704.038574
	Iteration 53Q: 3 clusters Score -1375947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1375949.750000 Penalty: 4704.038574
	Iteration 54Q: 3 clusters Score -1375950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1375949.500000 Penalty: 4704.038574
	Iteration 55Q: 3 clusters Score -1375950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1375951.375000 Penalty: 4704.038574
	Iteration 56Q: 3 clusters Score -1375951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1375954.875000 Penalty: 4704.038574
	Iteration 57Q: 3 clusters Score -1375955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1375959.875000 Penalty: 4704.038574
	Iteration 58Q: 3 clusters Score -1375960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1375964.375000 Penalty: 4704.038574
	Iteration 59Q: 3 clusters Score -1375964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1375964.375000 Penalty: 4704.038574
	Iteration 60F: 3 clusters Score -1375964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1375965.125000 Penalty: 4704.038574
	Iteration 61Q: 3 clusters Score -1375965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1375963.750000 Penalty: 4704.038574
	Iteration 62Q: 3 clusters Score -1375964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1375966.500000 Penalty: 4704.038574
	Iteration 63Q: 3 clusters Score -1375966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1375970.500000 Penalty: 4704.038574
	Iteration 64Q: 3 clusters Score -1375970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1375971.125000 Penalty: 4704.038574
	Iteration 65Q: 3 clusters Score -1375971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1375974.625000 Penalty: 4704.038574
	Iteration 66Q: 3 clusters Score -1375975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1375976.250000 Penalty: 4704.038574
	Iteration 67Q: 3 clusters Score -1375976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1375978.000000 Penalty: 4704.038574
	Iteration 68Q: 3 clusters Score -1375978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1375976.250000 Penalty: 4704.038574
	Iteration 69Q: 3 clusters Score -1375976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1375979.625000 Penalty: 4704.038574
	Iteration 70Q: 3 clusters Score -1375980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1375979.375000 Penalty: 4704.038574
	Iteration 71Q: 3 clusters Score -1375979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1375979.750000 Penalty: 4704.038574
	Iteration 72Q: 3 clusters Score -1375980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1375977.750000 Penalty: 4704.038574
	Iteration 73Q: 3 clusters Score -1375978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1375979.500000 Penalty: 4704.038574
	Iteration 74Q: 3 clusters Score -1375980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1375979.500000 Penalty: 4704.038574
	Iteration 75Q: 3 clusters Score -1375980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1375978.750000 Penalty: 4704.038574
	Iteration 76Q: 3 clusters Score -1375979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1375981.625000 Penalty: 4704.038574
	Iteration 77Q: 3 clusters Score -1375982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1375978.625000 Penalty: 4704.038574
	Iteration 78Q: 3 clusters Score -1375979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1375983.000000 Penalty: 4704.038574
	Iteration 79Q: 3 clusters Score -1375983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1375984.250000 Penalty: 4704.038574
	Iteration 80F: 3 clusters Score -1375984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1375981.625000 Penalty: 4704.038574
	Iteration 81Q: 3 clusters Score -1375982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1375981.625000 Penalty: 4704.038574
	Iteration 82Q: 3 clusters Score -1375982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1375981.625000 Penalty: 4704.038574
	Iteration 83F: 3 clusters Score -1375982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -578499.625000 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -578499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -573877.250000 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -573877.2 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -574939.375000 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -574939.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -575157.687500 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -575157.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -575295.687500 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -575295.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -575383.250000 Penalty: 4240.727539
	Iteration 4Q: 3 clusters Score -575383.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -575460.500000 Penalty: 4240.727539
	Iteration 5Q: 3 clusters Score -575460.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -575518.437500 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -575518.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -575565.250000 Penalty: 4240.727539
	Iteration 7Q: 3 clusters Score -575565.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -575605.312500 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -575605.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -575661.562500 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -575661.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -575716.687500 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -575716.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -575767.000000 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -575767 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -575824.125000 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -575824.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -575886.750000 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -575886.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -575956.500000 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -575956.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -576021.437500 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -576021.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -576094.125000 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -576094.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -576156.937500 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -576156.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -576228.875000 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -576228.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -576291.562500 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -576291.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -576346.625000 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -576346.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -576386.750000 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -576386.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -576417.812500 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -576417.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -576446.625000 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -576446.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -576490.250000 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -576490.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -576530.562500 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -576530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -576557.937500 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -576557.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -576581.375000 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -576581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -576598.062500 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -576598.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -576612.187500 Penalty: 4240.727539
	Iteration 29Q: 3 clusters Score -576612.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -576625.562500 Penalty: 4240.727539
	Iteration 30Q: 3 clusters Score -576625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -576638.000000 Penalty: 4240.727539
	Iteration 31Q: 3 clusters Score -576638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -576643.625000 Penalty: 4240.727539
	Iteration 32Q: 3 clusters Score -576643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -576651.500000 Penalty: 4240.727539
	Iteration 33Q: 3 clusters Score -576651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -576654.937500 Penalty: 4240.727539
	Iteration 34Q: 3 clusters Score -576654.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -576659.625000 Penalty: 4240.727539
	Iteration 35Q: 3 clusters Score -576659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -576661.500000 Penalty: 4240.727539
	Iteration 36Q: 3 clusters Score -576661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -576661.625000 Penalty: 4240.727539
	Iteration 37Q: 3 clusters Score -576661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -576661.625000 Penalty: 4240.727539
	Iteration 38F: 3 clusters Score -576661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Entering Unmasked Estep 
Score: -3658995.250000 Penalty: 2578.817627
	Iteration 0F: 2 clusters Score -3658995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3636754.000000 Penalty: 5157.635254
	Iteration 0F: 3 clusters Score -3636754 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3645282.500000 Penalty: 5157.635254
	Iteration 1F: 3 clusters Score -3645282 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3646127.500000 Penalty: 5157.635254
	Iteration 2F: 3 clusters Score -3646128 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3647172.000000 Penalty: 5157.635254
	Iteration 3F: 3 clusters Score -3647172 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3648433.250000 Penalty: 5157.635254
	Iteration 4F: 3 clusters Score -3648433 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3650015.500000 Penalty: 5157.635254
	Iteration 5F: 3 clusters Score -3650016 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3651638.250000 Penalty: 5157.635254
	Iteration 6F: 3 clusters Score -3651638 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3653112.750000 Penalty: 5157.635254
	Iteration 7F: 3 clusters Score -3653113 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3654303.750000 Penalty: 5157.635254
	Iteration 8Q: 3 clusters Score -3654304 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -3655153.250000 Penalty: 5157.635254
	Iteration 9Q: 3 clusters Score -3655153 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3655748.750000 Penalty: 5157.635254
	Iteration 10Q: 3 clusters Score -3655749 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3656164.250000 Penalty: 5157.635254
	Iteration 11Q: 3 clusters Score -3656164 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3656422.250000 Penalty: 5157.635254
	Iteration 12Q: 3 clusters Score -3656422 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3656598.000000 Penalty: 5157.635254
	Iteration 13Q: 3 clusters Score -3656598 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3656734.750000 Penalty: 5157.635254
	Iteration 14Q: 3 clusters Score -3656735 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3656847.000000 Penalty: 5157.635254
	Iteration 15Q: 3 clusters Score -3656847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3656905.500000 Penalty: 5157.635254
	Iteration 16Q: 3 clusters Score -3656906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3656967.750000 Penalty: 5157.635254
	Iteration 17Q: 3 clusters Score -3656968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3657010.750000 Penalty: 5157.635254
	Iteration 18Q: 3 clusters Score -3657011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3657044.000000 Penalty: 5157.635254
	Iteration 19Q: 3 clusters Score -3657044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3657058.250000 Penalty: 5157.635254
	Iteration 20F: 3 clusters Score -3657058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -3657069.000000 Penalty: 5157.635254
	Iteration 21Q: 3 clusters Score -3657069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3657081.750000 Penalty: 5157.635254
	Iteration 22Q: 3 clusters Score -3657082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3657086.500000 Penalty: 5157.635254
	Iteration 23Q: 3 clusters Score -3657086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3657094.000000 Penalty: 5157.635254
	Iteration 24Q: 3 clusters Score -3657094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3657095.500000 Penalty: 5157.635254
	Iteration 25Q: 3 clusters Score -3657096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3657096.750000 Penalty: 5157.635254
	Iteration 26Q: 3 clusters Score -3657097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3657101.000000 Penalty: 5157.635254
	Iteration 27Q: 3 clusters Score -3657101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -3657104.500000 Penalty: 5157.635254
	Iteration 28Q: 3 clusters Score -3657104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3657105.000000 Penalty: 5157.635254
	Iteration 29Q: 3 clusters Score -3657105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3657110.750000 Penalty: 5157.635254
	Iteration 30Q: 3 clusters Score -3657111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3657108.750000 Penalty: 5157.635254
	Iteration 31Q: 3 clusters Score -3657109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3657109.250000 Penalty: 5157.635254
	Iteration 32Q: 3 clusters Score -3657109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3657109.750000 Penalty: 5157.635254
	Iteration 33Q: 3 clusters Score -3657110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3657110.250000 Penalty: 5157.635254
	Iteration 34Q: 3 clusters Score -3657110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3657114.750000 Penalty: 5157.635254
	Iteration 35Q: 3 clusters Score -3657115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -3657113.250000 Penalty: 5157.635254
	Iteration 36Q: 3 clusters Score -3657113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3657115.000000 Penalty: 5157.635254
	Iteration 37Q: 3 clusters Score -3657115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3657115.500000 Penalty: 5157.635254
	Iteration 38Q: 3 clusters Score -3657116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3657115.500000 Penalty: 5157.635254
	Iteration 39F: 3 clusters Score -3657116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Entering Unmasked Estep 
Score: -1782698.375000 Penalty: 2393.873535
	Iteration 0F: 2 clusters Score -1782698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1771449.375000 Penalty: 4787.747070
	Iteration 0F: 3 clusters Score -1771449 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1775096.250000 Penalty: 4787.747070
	Iteration 1F: 3 clusters Score -1775096 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1775501.250000 Penalty: 4787.747070
	Iteration 2F: 3 clusters Score -1775501 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1775820.250000 Penalty: 4787.747070
	Iteration 3F: 3 clusters Score -1775820 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1776133.375000 Penalty: 4787.747070
	Iteration 4Q: 3 clusters Score -1776133 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1776496.000000 Penalty: 4787.747070
	Iteration 5Q: 3 clusters Score -1776496 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1776946.625000 Penalty: 4787.747070
	Iteration 6F: 3 clusters Score -1776947 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1777534.625000 Penalty: 4787.747070
	Iteration 7F: 3 clusters Score -1777535 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1778204.875000 Penalty: 4787.747070
	Iteration 8F: 3 clusters Score -1778205 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1778849.250000 Penalty: 4787.747070
	Iteration 9F: 3 clusters Score -1778849 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1779454.125000 Penalty: 4787.747070
	Iteration 10Q: 3 clusters Score -1779454 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1779885.625000 Penalty: 4787.747070
	Iteration 11Q: 3 clusters Score -1779886 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1780175.500000 Penalty: 4787.747070
	Iteration 12Q: 3 clusters Score -1780176 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1780350.500000 Penalty: 4787.747070
	Iteration 13Q: 3 clusters Score -1780350 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1780469.375000 Penalty: 4787.747070
	Iteration 14Q: 3 clusters Score -1780469 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1780545.375000 Penalty: 4787.747070
	Iteration 15Q: 3 clusters Score -1780545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1780592.500000 Penalty: 4787.747070
	Iteration 16Q: 3 clusters Score -1780592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1780643.250000 Penalty: 4787.747070
	Iteration 17Q: 3 clusters Score -1780643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1780682.125000 Penalty: 4787.747070
	Iteration 18Q: 3 clusters Score -1780682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1780713.250000 Penalty: 4787.747070
	Iteration 19Q: 3 clusters Score -1780713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1780732.250000 Penalty: 4787.747070
	Iteration 20F: 3 clusters Score -1780732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1780742.000000 Penalty: 4787.747070
	Iteration 21Q: 3 clusters Score -1780742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1780764.250000 Penalty: 4787.747070
	Iteration 22Q: 3 clusters Score -1780764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1780773.000000 Penalty: 4787.747070
	Iteration 23Q: 3 clusters Score -1780773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1780786.750000 Penalty: 4787.747070
	Iteration 24Q: 3 clusters Score -1780787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1780791.750000 Penalty: 4787.747070
	Iteration 25Q: 3 clusters Score -1780792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1780794.625000 Penalty: 4787.747070
	Iteration 26Q: 3 clusters Score -1780795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1780794.375000 Penalty: 4787.747070
	Iteration 27Q: 3 clusters Score -1780794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1780798.000000 Penalty: 4787.747070
	Iteration 28Q: 3 clusters Score -1780798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1780796.375000 Penalty: 4787.747070
	Iteration 29Q: 3 clusters Score -1780796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1780797.375000 Penalty: 4787.747070
	Iteration 30Q: 3 clusters Score -1780797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1780800.375000 Penalty: 4787.747070
	Iteration 31Q: 3 clusters Score -1780800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1780803.250000 Penalty: 4787.747070
	Iteration 32Q: 3 clusters Score -1780803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1780803.250000 Penalty: 4787.747070
	Iteration 33F: 3 clusters Score -1780803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24163.625000 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24163.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24286.486328 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24286.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24351.541016 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24351.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24377.457031 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24377.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24414.185547 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24414.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24491.275391 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24491.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24505.681641 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24505.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24514.230469 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24514.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24530.595703 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24545.486328 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24545.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24552.472656 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24552.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24556.214844 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24556.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24556.214844 Penalty: 2815.669922
	Iteration 12F: 3 clusters Score -24556.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -51932.652344 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -51932.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50376.742188 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50376.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50543.789062 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -50543.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50598.570312 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -50598.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50626.183594 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -50626.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50651.214844 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -50651.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50659.371094 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -50659.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50665.550781 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -50665.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50668.980469 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -50668.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50668.980469 Penalty: 3097.106689
	Iteration 8F: 3 clusters Score -50668.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Entering Unmasked Estep 
Score: -12311864.000000 Penalty: 2875.948975
	Iteration 0F: 2 clusters Score -1.231186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -12239147.000000 Penalty: 5751.897949
	Iteration 0F: 3 clusters Score -1.223915e+07 nChanged 51516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -12268163.000000 Penalty: 5751.897949
	Iteration 1F: 3 clusters Score -1.226816e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -12268657.000000 Penalty: 5751.897949
	Iteration 2Q: 3 clusters Score -1.226866e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -12269156.000000 Penalty: 5751.897949
	Iteration 3Q: 3 clusters Score -1.226916e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -12269601.000000 Penalty: 5751.897949
	Iteration 4Q: 3 clusters Score -1.22696e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -12270051.000000 Penalty: 5751.897949
	Iteration 5Q: 3 clusters Score -1.227005e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -12270459.000000 Penalty: 5751.897949
	Iteration 6Q: 3 clusters Score -1.227046e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -12270822.000000 Penalty: 5751.897949
	Iteration 7Q: 3 clusters Score -1.227082e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -12271189.000000 Penalty: 5751.897949
	Iteration 8Q: 3 clusters Score -1.227119e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -12271771.000000 Penalty: 5751.897949
	Iteration 9Q: 3 clusters Score -1.227177e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -12272567.000000 Penalty: 5751.897949
	Iteration 10Q: 3 clusters Score -1.227257e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -12273605.000000 Penalty: 5751.897949
	Iteration 11Q: 3 clusters Score -1.22736e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -12275127.000000 Penalty: 5751.897949
	Iteration 12Q: 3 clusters Score -1.227513e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -12277177.000000 Penalty: 5751.897949
	Iteration 13Q: 3 clusters Score -1.227718e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -12280002.000000 Penalty: 5751.897949
	Iteration 14F: 3 clusters Score -1.228e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -12283847.000000 Penalty: 5751.897949
	Iteration 15F: 3 clusters Score -1.228385e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -12288757.000000 Penalty: 5751.897949
	Iteration 16F: 3 clusters Score -1.228876e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -12294150.000000 Penalty: 5751.897949
	Iteration 17F: 3 clusters Score -1.229415e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -12299208.000000 Penalty: 5751.897949
	Iteration 18F: 3 clusters Score -1.229921e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -12303980.000000 Penalty: 5751.897949
	Iteration 19Q: 3 clusters Score -1.230398e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -12307268.000000 Penalty: 5751.897949
	Iteration 20F: 3 clusters Score -1.230727e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -12308535.000000 Penalty: 5751.897949
	Iteration 21Q: 3 clusters Score -1.230854e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -12308990.000000 Penalty: 5751.897949
	Iteration 22Q: 3 clusters Score -1.230899e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -12309146.000000 Penalty: 5751.897949
	Iteration 23Q: 3 clusters Score -1.230915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -12309206.000000 Penalty: 5751.897949
	Iteration 24Q: 3 clusters Score -1.230921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -12309240.000000 Penalty: 5751.897949
	Iteration 25Q: 3 clusters Score -1.230924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -12309272.000000 Penalty: 5751.897949
	Iteration 26Q: 3 clusters Score -1.230927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -12309297.000000 Penalty: 5751.897949
	Iteration 27Q: 3 clusters Score -1.23093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 108502 members 
Entering Unmasked Estep 
Score: -12309298.000000 Penalty: 5751.897949
	Iteration 28Q: 3 clusters Score -1.23093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -12309307.000000 Penalty: 5751.897949
	Iteration 29Q: 3 clusters Score -1.230931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -12309310.000000 Penalty: 5751.897949
	Iteration 30Q: 3 clusters Score -1.230931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -12309312.000000 Penalty: 5751.897949
	Iteration 31Q: 3 clusters Score -1.230931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -12309319.000000 Penalty: 5751.897949
	Iteration 32Q: 3 clusters Score -1.230932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -12309319.000000 Penalty: 5751.897949
	Iteration 33F: 3 clusters Score -1.230932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127709.375000 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127709.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128034.500000 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -128034.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128144.539062 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128144.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128193.640625 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128193.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128221.343750 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128221.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -128238.070312 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128259.835938 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128276.726562 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128282.476562 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -128282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128294.148438 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -128294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128299.781250 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -128299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128308.539062 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -128308.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128319.039062 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -128319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128324.585938 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -128324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128329.070312 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -128329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128330.367188 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -128330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128330.367188 Penalty: 3510.020264
	Iteration 16F: 3 clusters Score -128330.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Entering Unmasked Estep 
Score: -2088214.500000 Penalty: 2440.627441
	Iteration 0F: 2 clusters Score -2088214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2074952.250000 Penalty: 4881.254883
	Iteration 0F: 3 clusters Score -2074952 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2079387.625000 Penalty: 4881.254883
	Iteration 1F: 3 clusters Score -2079388 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2079856.250000 Penalty: 4881.254883
	Iteration 2F: 3 clusters Score -2079856 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2080286.625000 Penalty: 4881.254883
	Iteration 3F: 3 clusters Score -2080287 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2080750.625000 Penalty: 4881.254883
	Iteration 4Q: 3 clusters Score -2080751 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2081330.375000 Penalty: 4881.254883
	Iteration 5F: 3 clusters Score -2081330 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2082045.625000 Penalty: 4881.254883
	Iteration 6F: 3 clusters Score -2082046 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2082956.750000 Penalty: 4881.254883
	Iteration 7F: 3 clusters Score -2082957 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2083919.375000 Penalty: 4881.254883
	Iteration 8F: 3 clusters Score -2083919 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2084718.000000 Penalty: 4881.254883
	Iteration 9F: 3 clusters Score -2084718 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2085426.875000 Penalty: 4881.254883
	Iteration 10Q: 3 clusters Score -2085427 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2086085.250000 Penalty: 4881.254883
	Iteration 11Q: 3 clusters Score -2086085 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2086689.000000 Penalty: 4881.254883
	Iteration 12Q: 3 clusters Score -2086689 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2087148.375000 Penalty: 4881.254883
	Iteration 13Q: 3 clusters Score -2087148 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2087416.375000 Penalty: 4881.254883
	Iteration 14Q: 3 clusters Score -2087416 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2087592.250000 Penalty: 4881.254883
	Iteration 15Q: 3 clusters Score -2087592 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2087686.875000 Penalty: 4881.254883
	Iteration 16Q: 3 clusters Score -2087687 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2087752.875000 Penalty: 4881.254883
	Iteration 17Q: 3 clusters Score -2087753 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2087795.875000 Penalty: 4881.254883
	Iteration 18Q: 3 clusters Score -2087796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2087838.250000 Penalty: 4881.254883
	Iteration 19Q: 3 clusters Score -2087838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2087860.000000 Penalty: 4881.254883
	Iteration 20F: 3 clusters Score -2087860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2087877.250000 Penalty: 4881.254883
	Iteration 21Q: 3 clusters Score -2087877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2087883.125000 Penalty: 4881.254883
	Iteration 22Q: 3 clusters Score -2087883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2087889.875000 Penalty: 4881.254883
	Iteration 23Q: 3 clusters Score -2087890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2087903.375000 Penalty: 4881.254883
	Iteration 24Q: 3 clusters Score -2087903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2087904.625000 Penalty: 4881.254883
	Iteration 25Q: 3 clusters Score -2087905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2087909.375000 Penalty: 4881.254883
	Iteration 26Q: 3 clusters Score -2087909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2087908.500000 Penalty: 4881.254883
	Iteration 27Q: 3 clusters Score -2087908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2087905.750000 Penalty: 4881.254883
	Iteration 28Q: 3 clusters Score -2087906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2087908.000000 Penalty: 4881.254883
	Iteration 29Q: 3 clusters Score -2087908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2087907.875000 Penalty: 4881.254883
	Iteration 30Q: 3 clusters Score -2087908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2087907.750000 Penalty: 4881.254883
	Iteration 31Q: 3 clusters Score -2087908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2087907.750000 Penalty: 4881.254883
	Iteration 32F: 3 clusters Score -2087908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -593046.687500 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -593046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -587968.187500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -587968.2 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -589278.250000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -589278.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -589614.375000 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -589614.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -589909.437500 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -589909.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -590101.500000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -590101.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -590257.375000 Penalty: 4310.475098
	Iteration 5Q: 3 clusters Score -590257.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -590402.000000 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -590402 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -590500.687500 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -590500.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -590588.125000 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -590588.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -590647.562500 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -590647.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -590692.812500 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -590692.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -590736.812500 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -590736.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -590772.687500 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -590772.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -590802.250000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -590802.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -590835.812500 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -590835.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -590862.750000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -590862.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -590890.062500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -590890.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -590916.625000 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -590916.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -590948.000000 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -590948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -590969.687500 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -590969.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -590991.187500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -590991.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -591006.750000 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -591006.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -591025.687500 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -591025.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -591041.375000 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -591041.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -591063.812500 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -591063.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -591090.375000 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -591090.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -591115.687500 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -591115.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -591140.625000 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -591140.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -591157.312500 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -591157.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -591172.937500 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -591172.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -591185.000000 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -591185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -591197.312500 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -591197.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -591209.875000 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -591209.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -591221.687500 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -591221.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -591238.875000 Penalty: 4310.475098
	Iteration 34Q: 3 clusters Score -591238.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -591260.812500 Penalty: 4310.475098
	Iteration 35Q: 3 clusters Score -591260.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -591291.812500 Penalty: 4310.475098
	Iteration 36Q: 3 clusters Score -591291.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -591328.687500 Penalty: 4310.475098
	Iteration 37Q: 3 clusters Score -591328.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -591365.312500 Penalty: 4310.475098
	Iteration 38Q: 3 clusters Score -591365.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -591391.687500 Penalty: 4310.475098
	Iteration 39Q: 3 clusters Score -591391.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -591422.875000 Penalty: 4310.475098
	Iteration 40F: 3 clusters Score -591422.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -591453.750000 Penalty: 4310.475098
	Iteration 41Q: 3 clusters Score -591453.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -591482.250000 Penalty: 4310.475098
	Iteration 42Q: 3 clusters Score -591482.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -591504.125000 Penalty: 4310.475098
	Iteration 43Q: 3 clusters Score -591504.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -591526.437500 Penalty: 4310.475098
	Iteration 44Q: 3 clusters Score -591526.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -591549.000000 Penalty: 4310.475098
	Iteration 45Q: 3 clusters Score -591549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -591577.250000 Penalty: 4310.475098
	Iteration 46Q: 3 clusters Score -591577.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -591603.625000 Penalty: 4310.475098
	Iteration 47Q: 3 clusters Score -591603.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -591627.687500 Penalty: 4310.475098
	Iteration 48Q: 3 clusters Score -591627.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -591642.187500 Penalty: 4310.475098
	Iteration 49Q: 3 clusters Score -591642.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -591652.875000 Penalty: 4310.475098
	Iteration 50Q: 3 clusters Score -591652.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -591658.750000 Penalty: 4310.475098
	Iteration 51Q: 3 clusters Score -591658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -591661.250000 Penalty: 4310.475098
	Iteration 52Q: 3 clusters Score -591661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -591662.812500 Penalty: 4310.475098
	Iteration 53Q: 3 clusters Score -591662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -591663.312500 Penalty: 4310.475098
	Iteration 54Q: 3 clusters Score -591663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -591663.375000 Penalty: 4310.475098
	Iteration 55Q: 3 clusters Score -591663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -591665.125000 Penalty: 4310.475098
	Iteration 56Q: 3 clusters Score -591665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -591666.875000 Penalty: 4310.475098
	Iteration 57Q: 3 clusters Score -591666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -591666.875000 Penalty: 4310.475098
	Iteration 58F: 3 clusters Score -591666.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343464 members 
Entering Unmasked Estep 
Score: -38632264.000000 Penalty: 3161.215820
	Iteration 0F: 2 clusters Score -3.863226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171676 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -38435296.000000 Penalty: 6322.431641
	Iteration 0F: 3 clusters Score -3.84353e+07 nChanged 166560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 177354 members 
Entering Unmasked Estep 
Score: -38533388.000000 Penalty: 6322.431641
	Iteration 1F: 3 clusters Score -3.853339e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 180168 members 
Entering Unmasked Estep 
Score: -38534864.000000 Penalty: 6322.431641
	Iteration 2Q: 3 clusters Score -3.853486e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 184378 members 
Entering Unmasked Estep 
Score: -38536512.000000 Penalty: 6322.431641
	Iteration 3Q: 3 clusters Score -3.853651e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 190755 members 
Entering Unmasked Estep 
Score: -38538888.000000 Penalty: 6322.431641
	Iteration 4Q: 3 clusters Score -3.853889e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 200307 members 
Entering Unmasked Estep 
Score: -38542956.000000 Penalty: 6322.431641
	Iteration 5Q: 3 clusters Score -3.854296e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129198 members 
Mstep: Class 2 contains 214266 members 
Entering Unmasked Estep 
Score: -38549960.000000 Penalty: 6322.431641
	Iteration 6Q: 3 clusters Score -3.854996e+07 nChanged 20712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 233582 members 
Entering Unmasked Estep 
Score: -38562420.000000 Penalty: 6322.431641
	Iteration 7F: 3 clusters Score -3.856242e+07 nChanged 24999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 257907 members 
Entering Unmasked Estep 
Score: -38581940.000000 Penalty: 6322.431641
	Iteration 8F: 3 clusters Score -3.858194e+07 nChanged 26598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 284265 members 
Entering Unmasked Estep 
Score: -38605204.000000 Penalty: 6322.431641
	Iteration 9F: 3 clusters Score -3.86052e+07 nChanged 22961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 307168 members 
Entering Unmasked Estep 
Score: -38618708.000000 Penalty: 6322.431641
	Iteration 10F: 3 clusters Score -3.861871e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 322278 members 
Entering Unmasked Estep 
Score: -38625108.000000 Penalty: 6322.431641
	Iteration 11Q: 3 clusters Score -3.862511e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 330862 members 
Entering Unmasked Estep 
Score: -38627748.000000 Penalty: 6322.431641
	Iteration 12Q: 3 clusters Score -3.862775e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 335731 members 
Entering Unmasked Estep 
Score: -38628748.000000 Penalty: 6322.431641
	Iteration 13Q: 3 clusters Score -3.862875e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 338574 members 
Entering Unmasked Estep 
Score: -38628948.000000 Penalty: 6322.431641
	Iteration 14Q: 3 clusters Score -3.862895e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 340216 members 
Entering Unmasked Estep 
Score: -38629080.000000 Penalty: 6322.431641
	Iteration 15Q: 3 clusters Score -3.862908e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 341209 members 
Entering Unmasked Estep 
Score: -38629136.000000 Penalty: 6322.431641
	Iteration 16Q: 3 clusters Score -3.862914e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 341798 members 
Entering Unmasked Estep 
Score: -38629276.000000 Penalty: 6322.431641
	Iteration 17Q: 3 clusters Score -3.862928e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 342164 members 
Entering Unmasked Estep 
Score: -38629408.000000 Penalty: 6322.431641
	Iteration 18Q: 3 clusters Score -3.862941e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 342388 members 
Entering Unmasked Estep 
Score: -38629508.000000 Penalty: 6322.431641
	Iteration 19Q: 3 clusters Score -3.862951e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 342534 members 
Entering Unmasked Estep 
Score: -38629576.000000 Penalty: 6322.431641
	Iteration 20F: 3 clusters Score -3.862958e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 342638 members 
Entering Unmasked Estep 
Score: -38629592.000000 Penalty: 6322.431641
	Iteration 21Q: 3 clusters Score -3.862959e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 342712 members 
Entering Unmasked Estep 
Score: -38629624.000000 Penalty: 6322.431641
	Iteration 22Q: 3 clusters Score -3.862962e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 342754 members 
Entering Unmasked Estep 
Score: -38629644.000000 Penalty: 6322.431641
	Iteration 23Q: 3 clusters Score -3.862964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 342790 members 
Entering Unmasked Estep 
Score: -38629656.000000 Penalty: 6322.431641
	Iteration 24Q: 3 clusters Score -3.862966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 342817 members 
Entering Unmasked Estep 
Score: -38629680.000000 Penalty: 6322.431641
	Iteration 25Q: 3 clusters Score -3.862968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 342843 members 
Entering Unmasked Estep 
Score: -38629720.000000 Penalty: 6322.431641
	Iteration 26Q: 3 clusters Score -3.862972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 342864 members 
Entering Unmasked Estep 
Score: -38629708.000000 Penalty: 6322.431641
	Iteration 27Q: 3 clusters Score -3.862971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 342878 members 
Entering Unmasked Estep 
Score: -38629696.000000 Penalty: 6322.431641
	Iteration 28Q: 3 clusters Score -3.86297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 342889 members 
Entering Unmasked Estep 
Score: -38629724.000000 Penalty: 6322.431641
	Iteration 29Q: 3 clusters Score -3.862972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 342896 members 
Entering Unmasked Estep 
Score: -38629740.000000 Penalty: 6322.431641
	Iteration 30Q: 3 clusters Score -3.862974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 342906 members 
Entering Unmasked Estep 
Score: -38629708.000000 Penalty: 6322.431641
	Iteration 31Q: 3 clusters Score -3.862971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 342914 members 
Entering Unmasked Estep 
Score: -38629728.000000 Penalty: 6322.431641
	Iteration 32Q: 3 clusters Score -3.862973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 342920 members 
Entering Unmasked Estep 
Score: -38629724.000000 Penalty: 6322.431641
	Iteration 33Q: 3 clusters Score -3.862972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 342928 members 
Entering Unmasked Estep 
Score: -38629684.000000 Penalty: 6322.431641
	Iteration 34Q: 3 clusters Score -3.862968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 342934 members 
Entering Unmasked Estep 
Score: -38629704.000000 Penalty: 6322.431641
	Iteration 35Q: 3 clusters Score -3.86297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 342940 members 
Entering Unmasked Estep 
Score: -38629700.000000 Penalty: 6322.431641
	Iteration 36Q: 3 clusters Score -3.86297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 342942 members 
Entering Unmasked Estep 
Score: -38629700.000000 Penalty: 6322.431641
	Iteration 37Q: 3 clusters Score -3.86297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 342946 members 
Entering Unmasked Estep 
Score: -38629716.000000 Penalty: 6322.431641
	Iteration 38Q: 3 clusters Score -3.862972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 342948 members 
Entering Unmasked Estep 
Score: -38629724.000000 Penalty: 6322.431641
	Iteration 39Q: 3 clusters Score -3.862972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 342948 members 
Entering Unmasked Estep 
Score: -38629724.000000 Penalty: 6322.431641
	Iteration 40F: 3 clusters Score -3.862972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -341759.750000 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -341759.8 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 1510 members 
Entering Unmasked Estep 
Score: -338506.968750 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -338507 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -339143.843750 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -339143.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -339296.812500 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -339296.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -339373.656250 Penalty: 3975.438232
	Iteration 3Q: 3 clusters Score -339373.7 nChanged 67
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: -339412.062500 Penalty: 3975.438232
	Iteration 4Q: 3 clusters Score -339412.1 nChanged 49
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: -339435.781250 Penalty: 3975.438232
	Iteration 5Q: 3 clusters Score -339435.8 nChanged 35
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: -339458.562500 Penalty: 3975.438232
	Iteration 6Q: 3 clusters Score -339458.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -339475.968750 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -339476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -339492.718750 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -339492.7 nChanged 42
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: -339513.093750 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -339513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -339528.218750 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -339528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -339535.062500 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -339535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -339539.875000 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -339539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -339543.968750 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -339544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -339548.406250 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -339548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -339549.625000 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -339549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -339552.062500 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -339552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -339553.093750 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -339553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -339553.281250 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -339553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -339554.906250 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -339554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -339556.031250 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -339556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -339555.343750 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -339555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -339555.343750 Penalty: 3975.438232
	Iteration 22F: 3 clusters Score -339555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44070.906250 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44070.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44317.472656 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44317.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44434.421875 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44434.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44506.593750 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -44506.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44566.089844 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44566.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44610.726562 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44610.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44635.054688 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44635.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44659.664062 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44659.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44676.199219 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44689.980469 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44689.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44713.023438 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44713.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44731.078125 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44731.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44743.835938 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44743.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44779.667969 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -44779.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44798.171875 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -44798.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44807.613281 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -44807.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44807.613281 Penalty: 3066.314209
	Iteration 16F: 3 clusters Score -44807.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Entering Unmasked Estep 
Score: -3289258.250000 Penalty: 2568.995605
	Iteration 0F: 2 clusters Score -3289258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3267726.750000 Penalty: 5137.991211
	Iteration 0F: 3 clusters Score -3267727 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3275693.750000 Penalty: 5137.991211
	Iteration 1F: 3 clusters Score -3275694 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3276471.750000 Penalty: 5137.991211
	Iteration 2F: 3 clusters Score -3276472 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3277345.250000 Penalty: 5137.991211
	Iteration 3F: 3 clusters Score -3277345 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3278181.500000 Penalty: 5137.991211
	Iteration 4F: 3 clusters Score -3278182 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3279031.750000 Penalty: 5137.991211
	Iteration 5F: 3 clusters Score -3279032 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3279992.500000 Penalty: 5137.991211
	Iteration 6F: 3 clusters Score -3279992 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3281116.750000 Penalty: 5137.991211
	Iteration 7F: 3 clusters Score -3281117 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3282377.250000 Penalty: 5137.991211
	Iteration 8F: 3 clusters Score -3282377 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3283558.250000 Penalty: 5137.991211
	Iteration 9Q: 3 clusters Score -3283558 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3284610.500000 Penalty: 5137.991211
	Iteration 10Q: 3 clusters Score -3284610 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3285355.500000 Penalty: 5137.991211
	Iteration 11Q: 3 clusters Score -3285356 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3285908.000000 Penalty: 5137.991211
	Iteration 12Q: 3 clusters Score -3285908 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3286369.000000 Penalty: 5137.991211
	Iteration 13Q: 3 clusters Score -3286369 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3286739.750000 Penalty: 5137.991211
	Iteration 14Q: 3 clusters Score -3286740 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3287015.000000 Penalty: 5137.991211
	Iteration 15Q: 3 clusters Score -3287015 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3287266.000000 Penalty: 5137.991211
	Iteration 16Q: 3 clusters Score -3287266 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3287406.250000 Penalty: 5137.991211
	Iteration 17Q: 3 clusters Score -3287406 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3287540.500000 Penalty: 5137.991211
	Iteration 18Q: 3 clusters Score -3287540 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3287634.000000 Penalty: 5137.991211
	Iteration 19Q: 3 clusters Score -3287634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3287694.000000 Penalty: 5137.991211
	Iteration 20F: 3 clusters Score -3287694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3287729.500000 Penalty: 5137.991211
	Iteration 21Q: 3 clusters Score -3287730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3287767.500000 Penalty: 5137.991211
	Iteration 22Q: 3 clusters Score -3287768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3287782.750000 Penalty: 5137.991211
	Iteration 23Q: 3 clusters Score -3287783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3287785.250000 Penalty: 5137.991211
	Iteration 24Q: 3 clusters Score -3287785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3287793.250000 Penalty: 5137.991211
	Iteration 25Q: 3 clusters Score -3287793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3287801.250000 Penalty: 5137.991211
	Iteration 26Q: 3 clusters Score -3287801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -3287805.250000 Penalty: 5137.991211
	Iteration 27Q: 3 clusters Score -3287805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3287804.000000 Penalty: 5137.991211
	Iteration 28Q: 3 clusters Score -3287804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3287807.250000 Penalty: 5137.991211
	Iteration 29Q: 3 clusters Score -3287807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3287818.750000 Penalty: 5137.991211
	Iteration 30Q: 3 clusters Score -3287819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3287815.500000 Penalty: 5137.991211
	Iteration 31Q: 3 clusters Score -3287816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3287817.000000 Penalty: 5137.991211
	Iteration 32Q: 3 clusters Score -3287817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3287817.000000 Penalty: 5137.991211
	Iteration 33Q: 3 clusters Score -3287817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3287815.000000 Penalty: 5137.991211
	Iteration 34Q: 3 clusters Score -3287815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3287822.250000 Penalty: 5137.991211
	Iteration 35Q: 3 clusters Score -3287822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3287821.250000 Penalty: 5137.991211
	Iteration 36Q: 3 clusters Score -3287821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3287824.750000 Penalty: 5137.991211
	Iteration 37Q: 3 clusters Score -3287825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3287828.500000 Penalty: 5137.991211
	Iteration 38Q: 3 clusters Score -3287828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3287834.000000 Penalty: 5137.991211
	Iteration 39Q: 3 clusters Score -3287834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3287831.750000 Penalty: 5137.991211
	Iteration 40F: 3 clusters Score -3287832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -563280.250000 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -563280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -558703.187500 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -558703.2 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -559774.125000 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -559774.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -559953.125000 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -559953.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -560057.500000 Penalty: 4227.396484
	Iteration 3Q: 3 clusters Score -560057.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -560138.750000 Penalty: 4227.396484
	Iteration 4Q: 3 clusters Score -560138.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -560208.437500 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -560208.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -560265.000000 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -560265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -560307.500000 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -560307.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -560351.625000 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -560351.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -560387.375000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -560387.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -560418.500000 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -560418.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -560442.562500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -560442.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -560466.687500 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -560466.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -560491.312500 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -560491.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -560508.562500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -560508.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -560523.125000 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -560523.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -560538.312500 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -560538.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -560552.125000 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -560552.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -560564.125000 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -560564.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -560580.375000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -560580.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -560597.312500 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -560597.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -560609.937500 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -560609.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -560622.687500 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -560622.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -560632.750000 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -560632.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -560642.375000 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -560642.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -560655.437500 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -560655.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -560667.312500 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -560667.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -560682.375000 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -560682.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -560699.375000 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -560699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -560711.375000 Penalty: 4227.396484
	Iteration 29Q: 3 clusters Score -560711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -560722.625000 Penalty: 4227.396484
	Iteration 30Q: 3 clusters Score -560722.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -560737.437500 Penalty: 4227.396484
	Iteration 31Q: 3 clusters Score -560737.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -560751.625000 Penalty: 4227.396484
	Iteration 32Q: 3 clusters Score -560751.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -560766.125000 Penalty: 4227.396484
	Iteration 33Q: 3 clusters Score -560766.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -560781.875000 Penalty: 4227.396484
	Iteration 34Q: 3 clusters Score -560781.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -560804.625000 Penalty: 4227.396484
	Iteration 35Q: 3 clusters Score -560804.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -560829.062500 Penalty: 4227.396484
	Iteration 36Q: 3 clusters Score -560829.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -560851.187500 Penalty: 4227.396484
	Iteration 37Q: 3 clusters Score -560851.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -560864.625000 Penalty: 4227.396484
	Iteration 38Q: 3 clusters Score -560864.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -560873.750000 Penalty: 4227.396484
	Iteration 39Q: 3 clusters Score -560873.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -560883.687500 Penalty: 4227.396484
	Iteration 40F: 3 clusters Score -560883.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -560898.812500 Penalty: 4227.396484
	Iteration 41Q: 3 clusters Score -560898.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -560913.500000 Penalty: 4227.396484
	Iteration 42Q: 3 clusters Score -560913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -560923.687500 Penalty: 4227.396484
	Iteration 43Q: 3 clusters Score -560923.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -560933.000000 Penalty: 4227.396484
	Iteration 44Q: 3 clusters Score -560933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -560940.375000 Penalty: 4227.396484
	Iteration 45Q: 3 clusters Score -560940.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -560950.437500 Penalty: 4227.396484
	Iteration 46Q: 3 clusters Score -560950.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -560961.812500 Penalty: 4227.396484
	Iteration 47Q: 3 clusters Score -560961.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -560971.000000 Penalty: 4227.396484
	Iteration 48Q: 3 clusters Score -560971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -560979.750000 Penalty: 4227.396484
	Iteration 49Q: 3 clusters Score -560979.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -560990.250000 Penalty: 4227.396484
	Iteration 50Q: 3 clusters Score -560990.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -561006.000000 Penalty: 4227.396484
	Iteration 51Q: 3 clusters Score -561006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -561020.687500 Penalty: 4227.396484
	Iteration 52Q: 3 clusters Score -561020.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -561037.437500 Penalty: 4227.396484
	Iteration 53Q: 3 clusters Score -561037.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -561056.750000 Penalty: 4227.396484
	Iteration 54Q: 3 clusters Score -561056.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -561078.500000 Penalty: 4227.396484
	Iteration 55Q: 3 clusters Score -561078.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -561101.312500 Penalty: 4227.396484
	Iteration 56Q: 3 clusters Score -561101.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -561120.687500 Penalty: 4227.396484
	Iteration 57Q: 3 clusters Score -561120.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -561139.750000 Penalty: 4227.396484
	Iteration 58Q: 3 clusters Score -561139.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -561152.000000 Penalty: 4227.396484
	Iteration 59Q: 3 clusters Score -561152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -561163.375000 Penalty: 4227.396484
	Iteration 60F: 3 clusters Score -561163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -561171.250000 Penalty: 4227.396484
	Iteration 61Q: 3 clusters Score -561171.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -561181.812500 Penalty: 4227.396484
	Iteration 62Q: 3 clusters Score -561181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -561188.187500 Penalty: 4227.396484
	Iteration 63Q: 3 clusters Score -561188.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -561193.937500 Penalty: 4227.396484
	Iteration 64Q: 3 clusters Score -561193.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -561197.125000 Penalty: 4227.396484
	Iteration 65Q: 3 clusters Score -561197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -561200.500000 Penalty: 4227.396484
	Iteration 66Q: 3 clusters Score -561200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -561202.625000 Penalty: 4227.396484
	Iteration 67Q: 3 clusters Score -561202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -561204.937500 Penalty: 4227.396484
	Iteration 68Q: 3 clusters Score -561204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -561209.250000 Penalty: 4227.396484
	Iteration 69Q: 3 clusters Score -561209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -561211.187500 Penalty: 4227.396484
	Iteration 70Q: 3 clusters Score -561211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -561213.375000 Penalty: 4227.396484
	Iteration 71Q: 3 clusters Score -561213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -561217.375000 Penalty: 4227.396484
	Iteration 72Q: 3 clusters Score -561217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -561221.875000 Penalty: 4227.396484
	Iteration 73Q: 3 clusters Score -561221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -561227.000000 Penalty: 4227.396484
	Iteration 74Q: 3 clusters Score -561227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -561229.812500 Penalty: 4227.396484
	Iteration 75Q: 3 clusters Score -561229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -561234.937500 Penalty: 4227.396484
	Iteration 76Q: 3 clusters Score -561234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -561239.187500 Penalty: 4227.396484
	Iteration 77Q: 3 clusters Score -561239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -561243.000000 Penalty: 4227.396484
	Iteration 78Q: 3 clusters Score -561243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -561248.562500 Penalty: 4227.396484
	Iteration 79Q: 3 clusters Score -561248.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -561260.250000 Penalty: 4227.396484
	Iteration 80F: 3 clusters Score -561260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -561263.187500 Penalty: 4227.396484
	Iteration 81Q: 3 clusters Score -561263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -561268.375000 Penalty: 4227.396484
	Iteration 82Q: 3 clusters Score -561268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -561270.687500 Penalty: 4227.396484
	Iteration 83Q: 3 clusters Score -561270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -561271.625000 Penalty: 4227.396484
	Iteration 84Q: 3 clusters Score -561271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -561272.812500 Penalty: 4227.396484
	Iteration 85Q: 3 clusters Score -561272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -561275.187500 Penalty: 4227.396484
	Iteration 86Q: 3 clusters Score -561275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -561277.250000 Penalty: 4227.396484
	Iteration 87Q: 3 clusters Score -561277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -561280.000000 Penalty: 4227.396484
	Iteration 88Q: 3 clusters Score -561280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -561282.312500 Penalty: 4227.396484
	Iteration 89Q: 3 clusters Score -561282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -561284.687500 Penalty: 4227.396484
	Iteration 90Q: 3 clusters Score -561284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -561289.187500 Penalty: 4227.396484
	Iteration 91Q: 3 clusters Score -561289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -561291.625000 Penalty: 4227.396484
	Iteration 92Q: 3 clusters Score -561291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -561293.687500 Penalty: 4227.396484
	Iteration 93Q: 3 clusters Score -561293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -561297.062500 Penalty: 4227.396484
	Iteration 94Q: 3 clusters Score -561297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -561297.812500 Penalty: 4227.396484
	Iteration 95Q: 3 clusters Score -561297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -561297.937500 Penalty: 4227.396484
	Iteration 96Q: 3 clusters Score -561297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -561299.250000 Penalty: 4227.396484
	Iteration 97Q: 3 clusters Score -561299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -561300.375000 Penalty: 4227.396484
	Iteration 98Q: 3 clusters Score -561300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -561301.625000 Penalty: 4227.396484
	Iteration 99Q: 3 clusters Score -561301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -561302.000000 Penalty: 4227.396484
	Iteration 100F: 3 clusters Score -561302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34355.324219 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34355.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34472.347656 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34472.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34538.359375 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -34538.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34566.617188 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34566.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34572.128906 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34572.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34572.128906 Penalty: 2916.744385
	Iteration 5F: 3 clusters Score -34572.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Entering Unmasked Estep 
Score: -1388557.750000 Penalty: 2340.177734
	Iteration 0F: 2 clusters Score -1388558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1379335.250000 Penalty: 4680.355469
	Iteration 0F: 3 clusters Score -1379335 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1382387.875000 Penalty: 4680.355469
	Iteration 1F: 3 clusters Score -1382388 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1382796.125000 Penalty: 4680.355469
	Iteration 2F: 3 clusters Score -1382796 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1383069.625000 Penalty: 4680.355469
	Iteration 3F: 3 clusters Score -1383070 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1383306.625000 Penalty: 4680.355469
	Iteration 4Q: 3 clusters Score -1383307 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1383524.000000 Penalty: 4680.355469
	Iteration 5Q: 3 clusters Score -1383524 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1383758.875000 Penalty: 4680.355469
	Iteration 6Q: 3 clusters Score -1383759 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1384023.250000 Penalty: 4680.355469
	Iteration 7Q: 3 clusters Score -1384023 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1384358.125000 Penalty: 4680.355469
	Iteration 8Q: 3 clusters Score -1384358 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1384742.000000 Penalty: 4680.355469
	Iteration 9Q: 3 clusters Score -1384742 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1385225.000000 Penalty: 4680.355469
	Iteration 10F: 3 clusters Score -1385225 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1385765.875000 Penalty: 4680.355469
	Iteration 11F: 3 clusters Score -1385766 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1386283.625000 Penalty: 4680.355469
	Iteration 12Q: 3 clusters Score -1386284 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1386685.375000 Penalty: 4680.355469
	Iteration 13Q: 3 clusters Score -1386685 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1386946.125000 Penalty: 4680.355469
	Iteration 14Q: 3 clusters Score -1386946 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1387131.750000 Penalty: 4680.355469
	Iteration 15Q: 3 clusters Score -1387132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1387278.000000 Penalty: 4680.355469
	Iteration 16Q: 3 clusters Score -1387278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1387380.375000 Penalty: 4680.355469
	Iteration 17Q: 3 clusters Score -1387380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1387439.500000 Penalty: 4680.355469
	Iteration 18Q: 3 clusters Score -1387440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1387464.375000 Penalty: 4680.355469
	Iteration 19Q: 3 clusters Score -1387464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1387478.375000 Penalty: 4680.355469
	Iteration 20F: 3 clusters Score -1387478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1387484.500000 Penalty: 4680.355469
	Iteration 21Q: 3 clusters Score -1387484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1387499.500000 Penalty: 4680.355469
	Iteration 22Q: 3 clusters Score -1387500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1387507.750000 Penalty: 4680.355469
	Iteration 23Q: 3 clusters Score -1387508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1387503.500000 Penalty: 4680.355469
	Iteration 24Q: 3 clusters Score -1387504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1387506.750000 Penalty: 4680.355469
	Iteration 25Q: 3 clusters Score -1387507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1387506.750000 Penalty: 4680.355469
	Iteration 26F: 3 clusters Score -1387507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -705056.125000 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -705056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -699607.000000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -699607 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -701045.812500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -701045.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -701398.750000 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -701398.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -701751.062500 Penalty: 4346.893066
	Iteration 3F: 3 clusters Score -701751.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -702131.937500 Penalty: 4346.893066
	Iteration 4F: 3 clusters Score -702131.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -702457.187500 Penalty: 4346.893066
	Iteration 5F: 3 clusters Score -702457.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -702707.625000 Penalty: 4346.893066
	Iteration 6F: 3 clusters Score -702707.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -702907.375000 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -702907.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -703059.062500 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -703059.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -703203.437500 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -703203.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -703388.062500 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -703388.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -703569.500000 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -703569.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -703725.375000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -703725.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -703920.250000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -703920.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -704196.062500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -704196.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -704506.625000 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -704506.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -704627.000000 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -704627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -704672.437500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -704672.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -704693.687500 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -704693.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -704705.187500 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -704705.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -704707.687500 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -704707.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -704710.937500 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -704710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -704710.187500 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -704710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -704712.062500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -704712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -704712.375000 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -704712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -704712.812500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -704712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -704712.812500 Penalty: 4346.893066
	Iteration 26F: 3 clusters Score -704712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23888.218750 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23888.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24014.695312 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24096.468750 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24096.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24159.156250 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24159.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24184.531250 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24184.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24190.779297 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24190.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24195.306641 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24195.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24200.714844 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24200.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24211.734375 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24211.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24216.445312 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24216.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24223.464844 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24223.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24227.064453 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24227.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24227.064453 Penalty: 2815.669922
	Iteration 12F: 3 clusters Score -24227.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1778921.250000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -1778921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1767819.500000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -1767820 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1771448.375000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -1771448 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1771887.000000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -1771887 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1772281.375000 Penalty: 4782.686035
	Iteration 3F: 3 clusters Score -1772281 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1772669.625000 Penalty: 4782.686035
	Iteration 4F: 3 clusters Score -1772670 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1773106.500000 Penalty: 4782.686035
	Iteration 5F: 3 clusters Score -1773106 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1773594.125000 Penalty: 4782.686035
	Iteration 6F: 3 clusters Score -1773594 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1774100.000000 Penalty: 4782.686035
	Iteration 7F: 3 clusters Score -1774100 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1774708.875000 Penalty: 4782.686035
	Iteration 8F: 3 clusters Score -1774709 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1775317.375000 Penalty: 4782.686035
	Iteration 9F: 3 clusters Score -1775317 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1775837.000000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -1775837 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1776256.500000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -1776256 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1776534.375000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -1776534 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1776673.625000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -1776674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1776767.000000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -1776767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1776822.250000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -1776822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1776870.500000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -1776870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1776907.625000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -1776908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1776922.750000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -1776923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1776932.875000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -1776933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1776942.250000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -1776942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1776956.250000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -1776956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1776968.250000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -1776968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1776981.625000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -1776982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1776990.750000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -1776991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1776997.500000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -1776998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1777000.875000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -1777001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1777005.375000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -1777005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1777015.125000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -1777015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1777019.875000 Penalty: 4782.686035
	Iteration 29Q: 3 clusters Score -1777020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1777023.750000 Penalty: 4782.686035
	Iteration 30Q: 3 clusters Score -1777024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1777025.875000 Penalty: 4782.686035
	Iteration 31Q: 3 clusters Score -1777026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1777026.125000 Penalty: 4782.686035
	Iteration 32Q: 3 clusters Score -1777026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1777027.000000 Penalty: 4782.686035
	Iteration 33Q: 3 clusters Score -1777027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1777026.750000 Penalty: 4782.686035
	Iteration 34Q: 3 clusters Score -1777027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1777026.750000 Penalty: 4782.686035
	Iteration 35F: 3 clusters Score -1777027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14465.422852 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14465.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14516.269531 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14516.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14520.522461 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14520.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14520.522461 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14520.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -15189.396484 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -15189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14135.319336 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -14135.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14162.716797 Penalty: 2558.891357
	Iteration 1Q: 3 clusters Score -14162.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14167.794922 Penalty: 2558.891357
	Iteration 2Q: 3 clusters Score -14167.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14167.794922 Penalty: 2558.891357
	Iteration 3F: 3 clusters Score -14167.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -1431350.875000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -1431351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1422110.125000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -1422110 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1424823.625000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -1424824 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1425139.625000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -1425140 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1425409.250000 Penalty: 4673.140137
	Iteration 3F: 3 clusters Score -1425409 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1425616.250000 Penalty: 4673.140137
	Iteration 4Q: 3 clusters Score -1425616 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1425752.625000 Penalty: 4673.140137
	Iteration 5Q: 3 clusters Score -1425753 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1425859.250000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -1425859 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1425955.125000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -1425955 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1426067.000000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -1426067 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1426185.750000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -1426186 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1426302.500000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -1426302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1426417.875000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -1426418 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1426586.625000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -1426587 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1426825.750000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -1426826 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1427107.625000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -1427108 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1427410.375000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -1427410 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1427731.000000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -1427731 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1428019.125000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -1428019 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1428308.500000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -1428308 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1428583.000000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -1428583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1428783.125000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -1428783 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1428937.500000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -1428938 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1429040.875000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -1429041 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1429110.125000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -1429110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1429166.500000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -1429166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1429203.250000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -1429203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1429224.875000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -1429225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1429247.000000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -1429247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1429273.000000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -1429273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1429299.000000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -1429299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1429315.250000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -1429315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1429331.875000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -1429332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1429335.875000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -1429336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1429344.750000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -1429345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1429350.250000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -1429350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1429352.125000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -1429352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1429357.250000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -1429357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1429364.625000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -1429365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1429366.750000 Penalty: 4673.140137
	Iteration 38Q: 3 clusters Score -1429367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1429369.375000 Penalty: 4673.140137
	Iteration 39Q: 3 clusters Score -1429369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1429375.875000 Penalty: 4673.140137
	Iteration 40F: 3 clusters Score -1429376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1429382.500000 Penalty: 4673.140137
	Iteration 41Q: 3 clusters Score -1429382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1429387.750000 Penalty: 4673.140137
	Iteration 42Q: 3 clusters Score -1429388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1429393.250000 Penalty: 4673.140137
	Iteration 43Q: 3 clusters Score -1429393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1429397.750000 Penalty: 4673.140137
	Iteration 44Q: 3 clusters Score -1429398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1429400.125000 Penalty: 4673.140137
	Iteration 45Q: 3 clusters Score -1429400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1429400.750000 Penalty: 4673.140137
	Iteration 46Q: 3 clusters Score -1429401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1429406.625000 Penalty: 4673.140137
	Iteration 47Q: 3 clusters Score -1429407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1429406.375000 Penalty: 4673.140137
	Iteration 48Q: 3 clusters Score -1429406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1429411.375000 Penalty: 4673.140137
	Iteration 49Q: 3 clusters Score -1429411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1429412.375000 Penalty: 4673.140137
	Iteration 50Q: 3 clusters Score -1429412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1429412.625000 Penalty: 4673.140137
	Iteration 51Q: 3 clusters Score -1429413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1429414.000000 Penalty: 4673.140137
	Iteration 52Q: 3 clusters Score -1429414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1429413.625000 Penalty: 4673.140137
	Iteration 53Q: 3 clusters Score -1429414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1429416.875000 Penalty: 4673.140137
	Iteration 54Q: 3 clusters Score -1429417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1429418.125000 Penalty: 4673.140137
	Iteration 55Q: 3 clusters Score -1429418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1429418.750000 Penalty: 4673.140137
	Iteration 56Q: 3 clusters Score -1429419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1429419.875000 Penalty: 4673.140137
	Iteration 57Q: 3 clusters Score -1429420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1429424.500000 Penalty: 4673.140137
	Iteration 58Q: 3 clusters Score -1429424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1429425.125000 Penalty: 4673.140137
	Iteration 59Q: 3 clusters Score -1429425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1429423.625000 Penalty: 4673.140137
	Iteration 60F: 3 clusters Score -1429424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1429425.250000 Penalty: 4673.140137
	Iteration 61Q: 3 clusters Score -1429425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1429425.250000 Penalty: 4673.140137
	Iteration 62F: 3 clusters Score -1429425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 53030 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23685 members 
Mstep: Class 9 contains 42738 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 100574 members 
Mstep: Class 13 contains 47787 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25266 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32809 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18793 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343464 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12534 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15406 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918472.000000 Penalty: 154325.625000
Iteration 279Q: 46 clusters Score -1.109185e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 52918 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23680 members 
Mstep: Class 9 contains 42758 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 100530 members 
Mstep: Class 13 contains 47810 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25270 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22418 members 
Mstep: Class 19 contains 8563 members 
Mstep: Class 20 contains 5142 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32806 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18791 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343459 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31534 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12533 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15425 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918544.000000 Penalty: 154325.625000
Iteration 280F: 46 clusters Score -1.109185e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 52800 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23670 members 
Mstep: Class 9 contains 42770 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 100488 members 
Mstep: Class 13 contains 47830 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25266 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22437 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32806 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108727 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18793 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343496 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31533 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12533 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15440 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918464.000000 Penalty: 154325.625000
Iteration 281Q: 46 clusters Score -1.109185e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 52718 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23668 members 
Mstep: Class 9 contains 42782 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 100436 members 
Mstep: Class 13 contains 47851 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22463 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32804 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18798 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343518 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12532 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15460 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918472.000000 Penalty: 154325.625000
Iteration 282Q: 46 clusters Score -1.109185e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 52642 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23665 members 
Mstep: Class 9 contains 42789 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100397 members 
Mstep: Class 13 contains 47874 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25257 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32802 members 
Mstep: Class 26 contains 15567 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108727 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18801 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343520 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31534 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12530 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15478 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918688.000000 Penalty: 154325.625000
Iteration 283Q: 46 clusters Score -1.109187e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 52590 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23666 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100359 members 
Mstep: Class 13 contains 47906 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25255 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22502 members 
Mstep: Class 19 contains 8572 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15567 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108730 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18805 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343478 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31531 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12530 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15495 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918768.000000 Penalty: 154325.625000
Iteration 284Q: 46 clusters Score -1.109188e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 52526 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23665 members 
Mstep: Class 9 contains 42817 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100320 members 
Mstep: Class 13 contains 47938 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25255 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22515 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13144 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32801 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108729 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18803 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343474 members 
Mstep: Class 34 contains 3030 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12529 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15509 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918712.000000 Penalty: 154325.625000
Iteration 285Q: 46 clusters Score -1.109187e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 52451 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23659 members 
Mstep: Class 9 contains 42833 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100275 members 
Mstep: Class 13 contains 47962 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25252 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22536 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 5071 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13144 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18809 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343473 members 
Mstep: Class 34 contains 3031 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31539 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12525 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15526 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919064.000000 Penalty: 154325.625000
Iteration 286Q: 46 clusters Score -1.109191e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 52375 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23655 members 
Mstep: Class 9 contains 42851 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100233 members 
Mstep: Class 13 contains 47990 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25246 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22552 members 
Mstep: Class 19 contains 8581 members 
Mstep: Class 20 contains 5065 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 32799 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18809 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 343459 members 
Mstep: Class 34 contains 3032 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31535 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12521 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15540 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919016.000000 Penalty: 154325.625000
Iteration 287Q: 46 clusters Score -1.10919e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 52308 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23658 members 
Mstep: Class 9 contains 42862 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100185 members 
Mstep: Class 13 contains 48005 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25243 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22571 members 
Mstep: Class 19 contains 8585 members 
Mstep: Class 20 contains 5059 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18813 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 343455 members 
Mstep: Class 34 contains 3032 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31531 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12518 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15552 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918944.000000 Penalty: 154325.625000
Iteration 288Q: 46 clusters Score -1.109189e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 52235 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 23672 members 
Mstep: Class 9 contains 42869 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100133 members 
Mstep: Class 13 contains 48027 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25238 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22600 members 
Mstep: Class 19 contains 8591 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18818 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 343416 members 
Mstep: Class 34 contains 3031 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12517 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15570 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919120.000000 Penalty: 154325.625000
Iteration 289Q: 46 clusters Score -1.109191e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 52175 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23683 members 
Mstep: Class 9 contains 42884 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100081 members 
Mstep: Class 13 contains 48058 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 22618 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 5044 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18821 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 343371 members 
Mstep: Class 34 contains 3031 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12518 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15592 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 12996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919216.000000 Penalty: 154325.625000
Iteration 290Q: 46 clusters Score -1.109192e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 52103 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23687 members 
Mstep: Class 9 contains 42898 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 100032 members 
Mstep: Class 13 contains 48092 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22636 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15567 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18822 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 343339 members 
Mstep: Class 34 contains 3031 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31514 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12518 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15612 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919192.000000 Penalty: 154325.625000
Iteration 291Q: 46 clusters Score -1.109192e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 52011 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23692 members 
Mstep: Class 9 contains 42911 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 99988 members 
Mstep: Class 13 contains 48112 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15567 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18825 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 343340 members 
Mstep: Class 34 contains 3033 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31515 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12518 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15633 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919232.000000 Penalty: 154325.625000
Iteration 292Q: 46 clusters Score -1.109192e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 51942 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23693 members 
Mstep: Class 9 contains 42938 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99943 members 
Mstep: Class 13 contains 48131 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22683 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32799 members 
Mstep: Class 26 contains 15568 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18825 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343306 members 
Mstep: Class 34 contains 3034 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12518 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15652 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919216.000000 Penalty: 154325.625000
Iteration 293Q: 46 clusters Score -1.109192e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 51867 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23700 members 
Mstep: Class 9 contains 42961 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99899 members 
Mstep: Class 13 contains 48151 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22704 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15570 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18829 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343273 members 
Mstep: Class 34 contains 3034 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12517 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15678 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919192.000000 Penalty: 154325.625000
Iteration 294Q: 46 clusters Score -1.109192e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 51785 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23701 members 
Mstep: Class 9 contains 42981 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99855 members 
Mstep: Class 13 contains 48182 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22721 members 
Mstep: Class 19 contains 8599 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32799 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18833 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343264 members 
Mstep: Class 34 contains 3034 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12516 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15692 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919192.000000 Penalty: 154325.625000
Iteration 295Q: 46 clusters Score -1.109192e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 51699 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23704 members 
Mstep: Class 9 contains 42997 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99815 members 
Mstep: Class 13 contains 48212 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22743 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15570 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18834 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343259 members 
Mstep: Class 34 contains 3032 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12513 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15706 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919048.000000 Penalty: 154325.625000
Iteration 296Q: 46 clusters Score -1.10919e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 51606 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23711 members 
Mstep: Class 9 contains 43013 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99762 members 
Mstep: Class 13 contains 48244 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22760 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32801 members 
Mstep: Class 26 contains 15570 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108722 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18831 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343269 members 
Mstep: Class 34 contains 3034 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12512 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15717 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919016.000000 Penalty: 154325.625000
Iteration 297Q: 46 clusters Score -1.10919e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 51505 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23722 members 
Mstep: Class 9 contains 43028 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99722 members 
Mstep: Class 13 contains 48272 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32801 members 
Mstep: Class 26 contains 15570 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108724 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18828 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343295 members 
Mstep: Class 34 contains 3035 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12511 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15727 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919176.000000 Penalty: 154325.625000
Iteration 298Q: 46 clusters Score -1.109192e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 51415 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23731 members 
Mstep: Class 9 contains 43050 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99677 members 
Mstep: Class 13 contains 48288 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22791 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 4970 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32801 members 
Mstep: Class 26 contains 15571 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108725 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18826 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343306 members 
Mstep: Class 34 contains 3035 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12507 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15733 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919176.000000 Penalty: 154325.625000
Iteration 299Q: 46 clusters Score -1.109192e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 51324 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23735 members 
Mstep: Class 9 contains 43063 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99637 members 
Mstep: Class 13 contains 48305 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22807 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 4959 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32802 members 
Mstep: Class 26 contains 15572 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18820 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343334 members 
Mstep: Class 34 contains 3036 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12504 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15737 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919216.000000 Penalty: 154325.625000
Iteration 300F: 46 clusters Score -1.109192e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 51225 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23739 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99585 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22827 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 4949 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32802 members 
Mstep: Class 26 contains 15573 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108726 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18817 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343373 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12502 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15739 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919304.000000 Penalty: 154325.625000
Iteration 301Q: 46 clusters Score -1.109193e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 51151 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 23747 members 
Mstep: Class 9 contains 43083 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99543 members 
Mstep: Class 13 contains 48349 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22841 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 4940 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32802 members 
Mstep: Class 26 contains 15575 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 108723 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18814 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343381 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31514 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12501 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15744 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919512.000000 Penalty: 154325.625000
Iteration 302Q: 46 clusters Score -1.109195e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 51083 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23751 members 
Mstep: Class 9 contains 43096 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99504 members 
Mstep: Class 13 contains 48368 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22850 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 4927 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 15577 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18810 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343385 members 
Mstep: Class 34 contains 3037 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12501 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15751 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919504.000000 Penalty: 154325.625000
Iteration 303Q: 46 clusters Score -1.109195e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 51007 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23748 members 
Mstep: Class 9 contains 43120 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 99451 members 
Mstep: Class 13 contains 48378 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22858 members 
Mstep: Class 19 contains 8647 members 
Mstep: Class 20 contains 4909 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32798 members 
Mstep: Class 26 contains 15579 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18807 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 343419 members 
Mstep: Class 34 contains 3036 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31502 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12500 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15752 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919568.000000 Penalty: 154325.625000
Iteration 304Q: 46 clusters Score -1.109196e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 50915 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23752 members 
Mstep: Class 9 contains 43139 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 99390 members 
Mstep: Class 13 contains 48387 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22875 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 20 contains 4891 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32797 members 
Mstep: Class 26 contains 15580 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108721 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18801 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 343457 members 
Mstep: Class 34 contains 3035 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12497 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15756 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919608.000000 Penalty: 154325.625000
Iteration 305Q: 46 clusters Score -1.109196e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 50823 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23758 members 
Mstep: Class 9 contains 43148 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 99338 members 
Mstep: Class 13 contains 48395 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22896 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 4876 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32796 members 
Mstep: Class 26 contains 15580 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108720 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18801 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 343490 members 
Mstep: Class 34 contains 3036 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31506 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12496 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15764 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 13950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919616.000000 Penalty: 154325.625000
Iteration 306Q: 46 clusters Score -1.109196e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 50748 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23760 members 
Mstep: Class 9 contains 43158 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 99291 members 
Mstep: Class 13 contains 48406 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22908 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 4866 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32797 members 
Mstep: Class 26 contains 15581 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108719 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18796 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 343503 members 
Mstep: Class 34 contains 3037 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31510 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12494 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15777 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919616.000000 Penalty: 154325.625000
Iteration 307Q: 46 clusters Score -1.109196e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 50676 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23764 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 99248 members 
Mstep: Class 13 contains 48416 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22927 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32799 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108716 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18791 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 343505 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12494 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15788 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919688.000000 Penalty: 154325.625000
Iteration 308Q: 46 clusters Score -1.109197e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 50602 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23771 members 
Mstep: Class 9 contains 43177 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 99197 members 
Mstep: Class 13 contains 48427 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22938 members 
Mstep: Class 19 contains 8665 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32799 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18794 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 343505 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15803 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919688.000000 Penalty: 154325.625000
Iteration 309Q: 46 clusters Score -1.109197e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 50526 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23781 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 99151 members 
Mstep: Class 13 contains 48441 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22952 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32798 members 
Mstep: Class 26 contains 15581 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108714 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18789 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 343506 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15812 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919728.000000 Penalty: 154325.625000
Iteration 310Q: 46 clusters Score -1.109197e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 50449 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23786 members 
Mstep: Class 9 contains 43196 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 99114 members 
Mstep: Class 13 contains 48452 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22964 members 
Mstep: Class 19 contains 8669 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32797 members 
Mstep: Class 26 contains 15581 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18787 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343501 members 
Mstep: Class 34 contains 3043 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15827 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919752.000000 Penalty: 154325.625000
Iteration 311Q: 46 clusters Score -1.109198e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 50374 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23789 members 
Mstep: Class 9 contains 43209 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 99070 members 
Mstep: Class 13 contains 48467 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22978 members 
Mstep: Class 19 contains 8669 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32798 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18789 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 343511 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31533 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15845 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919776.000000 Penalty: 154325.625000
Iteration 312Q: 46 clusters Score -1.109198e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23798 members 
Mstep: Class 9 contains 43220 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 99021 members 
Mstep: Class 13 contains 48482 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 22992 members 
Mstep: Class 19 contains 8672 members 
Mstep: Class 20 contains 4819 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32797 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18787 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343532 members 
Mstep: Class 34 contains 3050 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15860 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919840.000000 Penalty: 154325.625000
Iteration 313Q: 46 clusters Score -1.109198e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 50212 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23801 members 
Mstep: Class 9 contains 43228 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98977 members 
Mstep: Class 13 contains 48493 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23014 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32796 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18787 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343564 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31530 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12492 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15870 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919904.000000 Penalty: 154325.625000
Iteration 314Q: 46 clusters Score -1.109199e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 50126 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23808 members 
Mstep: Class 9 contains 43232 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98924 members 
Mstep: Class 13 contains 48507 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23040 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32796 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18785 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343614 members 
Mstep: Class 34 contains 3051 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12489 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15880 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919864.000000 Penalty: 154325.625000
Iteration 315Q: 46 clusters Score -1.109199e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 50050 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23815 members 
Mstep: Class 9 contains 43241 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98872 members 
Mstep: Class 13 contains 48525 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23064 members 
Mstep: Class 19 contains 8681 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32795 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18784 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343651 members 
Mstep: Class 34 contains 3050 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31530 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15895 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919928.000000 Penalty: 154325.625000
Iteration 316Q: 46 clusters Score -1.109199e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 49980 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23818 members 
Mstep: Class 9 contains 43252 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98824 members 
Mstep: Class 13 contains 48540 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23082 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32795 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18782 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343690 members 
Mstep: Class 34 contains 3048 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31527 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12486 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15912 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920000.000000 Penalty: 154325.625000
Iteration 317Q: 46 clusters Score -1.1092e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 49912 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23823 members 
Mstep: Class 9 contains 43266 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98771 members 
Mstep: Class 13 contains 48555 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23099 members 
Mstep: Class 19 contains 8683 members 
Mstep: Class 20 contains 4768 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32795 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108712 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18781 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343724 members 
Mstep: Class 34 contains 3048 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12486 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15928 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920024.000000 Penalty: 154325.625000
Iteration 318Q: 46 clusters Score -1.1092e+08 nChanged 282
Entering ConstructFrom: 
Score: -110920024.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (19283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Entering Unmasked Estep 
Score: -2227583.750000 Penalty: 2447.010986
	Iteration 0F: 2 clusters Score -2227584 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 9687 members 
Entering Unmasked Estep 
Score: -2213893.000000 Penalty: 4894.021973
	Iteration 0F: 3 clusters Score -2213893 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2218349.250000 Penalty: 4894.021973
	Iteration 1F: 3 clusters Score -2218349 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2218687.750000 Penalty: 4894.021973
	Iteration 2F: 3 clusters Score -2218688 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2218944.500000 Penalty: 4894.021973
	Iteration 3Q: 3 clusters Score -2218944 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2219134.000000 Penalty: 4894.021973
	Iteration 4Q: 3 clusters Score -2219134 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2219321.250000 Penalty: 4894.021973
	Iteration 5Q: 3 clusters Score -2219321 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2219506.250000 Penalty: 4894.021973
	Iteration 6Q: 3 clusters Score -2219506 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2219727.750000 Penalty: 4894.021973
	Iteration 7Q: 3 clusters Score -2219728 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2220026.750000 Penalty: 4894.021973
	Iteration 8Q: 3 clusters Score -2220027 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2220442.750000 Penalty: 4894.021973
	Iteration 9Q: 3 clusters Score -2220443 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2220987.000000 Penalty: 4894.021973
	Iteration 10Q: 3 clusters Score -2220987 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2221638.250000 Penalty: 4894.021973
	Iteration 11F: 3 clusters Score -2221638 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2222391.500000 Penalty: 4894.021973
	Iteration 12F: 3 clusters Score -2222392 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2223156.500000 Penalty: 4894.021973
	Iteration 13Q: 3 clusters Score -2223156 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2223855.000000 Penalty: 4894.021973
	Iteration 14Q: 3 clusters Score -2223855 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2224402.000000 Penalty: 4894.021973
	Iteration 15Q: 3 clusters Score -2224402 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2224752.250000 Penalty: 4894.021973
	Iteration 16Q: 3 clusters Score -2224752 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2224990.250000 Penalty: 4894.021973
	Iteration 17Q: 3 clusters Score -2224990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2225140.750000 Penalty: 4894.021973
	Iteration 18Q: 3 clusters Score -2225141 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2225222.500000 Penalty: 4894.021973
	Iteration 19Q: 3 clusters Score -2225222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2225302.250000 Penalty: 4894.021973
	Iteration 20F: 3 clusters Score -2225302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2225348.250000 Penalty: 4894.021973
	Iteration 21Q: 3 clusters Score -2225348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2225380.500000 Penalty: 4894.021973
	Iteration 22Q: 3 clusters Score -2225380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2225410.250000 Penalty: 4894.021973
	Iteration 23Q: 3 clusters Score -2225410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2225433.250000 Penalty: 4894.021973
	Iteration 24Q: 3 clusters Score -2225433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2225450.500000 Penalty: 4894.021973
	Iteration 25Q: 3 clusters Score -2225450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2225460.000000 Penalty: 4894.021973
	Iteration 26Q: 3 clusters Score -2225460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2225471.000000 Penalty: 4894.021973
	Iteration 27Q: 3 clusters Score -2225471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2225476.500000 Penalty: 4894.021973
	Iteration 28Q: 3 clusters Score -2225476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2225479.750000 Penalty: 4894.021973
	Iteration 29Q: 3 clusters Score -2225480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2225484.750000 Penalty: 4894.021973
	Iteration 30Q: 3 clusters Score -2225485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2225489.750000 Penalty: 4894.021973
	Iteration 31Q: 3 clusters Score -2225490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2225497.000000 Penalty: 4894.021973
	Iteration 32Q: 3 clusters Score -2225497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2225505.000000 Penalty: 4894.021973
	Iteration 33Q: 3 clusters Score -2225505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2225508.250000 Penalty: 4894.021973
	Iteration 34Q: 3 clusters Score -2225508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2225513.750000 Penalty: 4894.021973
	Iteration 35Q: 3 clusters Score -2225514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2225513.000000 Penalty: 4894.021973
	Iteration 36Q: 3 clusters Score -2225513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2225514.250000 Penalty: 4894.021973
	Iteration 37Q: 3 clusters Score -2225514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2225515.000000 Penalty: 4894.021973
	Iteration 38Q: 3 clusters Score -2225515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2225516.750000 Penalty: 4894.021973
	Iteration 39Q: 3 clusters Score -2225517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2225522.000000 Penalty: 4894.021973
	Iteration 40F: 3 clusters Score -2225522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2225522.500000 Penalty: 4894.021973
	Iteration 41Q: 3 clusters Score -2225522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2225520.500000 Penalty: 4894.021973
	Iteration 42Q: 3 clusters Score -2225520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2225520.500000 Penalty: 4894.021973
	Iteration 43F: 3 clusters Score -2225520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Entering Unmasked Estep 
Score: -5534453.000000 Penalty: 2682.579834
	Iteration 0F: 2 clusters Score -5534453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5500844.000000 Penalty: 5365.159668
	Iteration 0F: 3 clusters Score -5500844 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -5513356.000000 Penalty: 5365.159668
	Iteration 1F: 3 clusters Score -5513356 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5513842.500000 Penalty: 5365.159668
	Iteration 2Q: 3 clusters Score -5513842 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5514355.500000 Penalty: 5365.159668
	Iteration 3Q: 3 clusters Score -5514356 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5514838.500000 Penalty: 5365.159668
	Iteration 4Q: 3 clusters Score -5514838 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5515495.000000 Penalty: 5365.159668
	Iteration 5Q: 3 clusters Score -5515495 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5516338.000000 Penalty: 5365.159668
	Iteration 6Q: 3 clusters Score -5516338 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5517465.000000 Penalty: 5365.159668
	Iteration 7Q: 3 clusters Score -5517465 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5519089.500000 Penalty: 5365.159668
	Iteration 8F: 3 clusters Score -5519090 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5521424.000000 Penalty: 5365.159668
	Iteration 9F: 3 clusters Score -5521424 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5524210.000000 Penalty: 5365.159668
	Iteration 10F: 3 clusters Score -5524210 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5526956.000000 Penalty: 5365.159668
	Iteration 11F: 3 clusters Score -5526956 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5529266.000000 Penalty: 5365.159668
	Iteration 12Q: 3 clusters Score -5529266 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5530757.000000 Penalty: 5365.159668
	Iteration 13Q: 3 clusters Score -5530757 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5531408.000000 Penalty: 5365.159668
	Iteration 14Q: 3 clusters Score -5531408 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5531704.000000 Penalty: 5365.159668
	Iteration 15Q: 3 clusters Score -5531704 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5531852.500000 Penalty: 5365.159668
	Iteration 16Q: 3 clusters Score -5531852 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5531957.500000 Penalty: 5365.159668
	Iteration 17Q: 3 clusters Score -5531958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5532031.000000 Penalty: 5365.159668
	Iteration 18Q: 3 clusters Score -5532031 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5532047.000000 Penalty: 5365.159668
	Iteration 19Q: 3 clusters Score -5532047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5532068.500000 Penalty: 5365.159668
	Iteration 20F: 3 clusters Score -5532068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5532092.500000 Penalty: 5365.159668
	Iteration 21Q: 3 clusters Score -5532092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5532107.000000 Penalty: 5365.159668
	Iteration 22Q: 3 clusters Score -5532107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5532118.000000 Penalty: 5365.159668
	Iteration 23Q: 3 clusters Score -5532118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5532132.000000 Penalty: 5365.159668
	Iteration 24Q: 3 clusters Score -5532132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5532130.500000 Penalty: 5365.159668
	Iteration 25Q: 3 clusters Score -5532130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5532138.000000 Penalty: 5365.159668
	Iteration 26Q: 3 clusters Score -5532138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5532148.000000 Penalty: 5365.159668
	Iteration 27Q: 3 clusters Score -5532148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5532152.500000 Penalty: 5365.159668
	Iteration 28Q: 3 clusters Score -5532152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5532154.000000 Penalty: 5365.159668
	Iteration 29Q: 3 clusters Score -5532154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5532152.000000 Penalty: 5365.159668
	Iteration 30Q: 3 clusters Score -5532152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5532153.500000 Penalty: 5365.159668
	Iteration 31Q: 3 clusters Score -5532154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5532156.500000 Penalty: 5365.159668
	Iteration 32Q: 3 clusters Score -5532156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5532155.000000 Penalty: 5365.159668
	Iteration 33Q: 3 clusters Score -5532155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5532153.500000 Penalty: 5365.159668
	Iteration 34Q: 3 clusters Score -5532154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5532155.000000 Penalty: 5365.159668
	Iteration 35Q: 3 clusters Score -5532155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5532153.500000 Penalty: 5365.159668
	Iteration 36Q: 3 clusters Score -5532154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5532161.000000 Penalty: 5365.159668
	Iteration 37Q: 3 clusters Score -5532161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5532157.500000 Penalty: 5365.159668
	Iteration 38Q: 3 clusters Score -5532158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5532159.500000 Penalty: 5365.159668
	Iteration 39Q: 3 clusters Score -5532160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5532161.500000 Penalty: 5365.159668
	Iteration 40F: 3 clusters Score -5532162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5532157.500000 Penalty: 5365.159668
	Iteration 41Q: 3 clusters Score -5532158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5532159.000000 Penalty: 5365.159668
	Iteration 42Q: 3 clusters Score -5532159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5532161.000000 Penalty: 5365.159668
	Iteration 43Q: 3 clusters Score -5532161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5532163.000000 Penalty: 5365.159668
	Iteration 44Q: 3 clusters Score -5532163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5532170.500000 Penalty: 5365.159668
	Iteration 45Q: 3 clusters Score -5532170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5532167.500000 Penalty: 5365.159668
	Iteration 46Q: 3 clusters Score -5532168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5532170.000000 Penalty: 5365.159668
	Iteration 47Q: 3 clusters Score -5532170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5532158.500000 Penalty: 5365.159668
	Iteration 48Q: 3 clusters Score -5532158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5532164.500000 Penalty: 5365.159668
	Iteration 49Q: 3 clusters Score -5532164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5532164.500000 Penalty: 5365.159668
	Iteration 50F: 3 clusters Score -5532164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -84040.625000 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -84040.62 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 478 members 
Entering Unmasked Estep 
Score: -82254.570312 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -82254.57 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82951.445312 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -82951.45 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83901.726562 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -83901.73 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -84947.929688 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -84947.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -85379.140625 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -85379.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85710.164062 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -85710.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85971.421875 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -85971.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86199.414062 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -86199.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86428.820312 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -86428.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86450.210938 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -86450.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86450.210938 Penalty: 3409.602539
	Iteration 10F: 3 clusters Score -86450.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 49854 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98711 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23128 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32794 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18782 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343745 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15947 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14574 members 
Mstep: Class 46 contains 523 members 
Entering Unmasked Estep 
Score: -110920856.000000 Penalty: 157755.078125
Splitting cluster 3 changes total score from -110920024.000000 to -110920856.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 4 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -230022.875000 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -230022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -227327.593750 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -227327.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -227841.203125 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -227841.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228024.468750 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -228024.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228168.531250 Penalty: 3799.183105
	Iteration 3F: 3 clusters Score -228168.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -228315.937500 Penalty: 3799.183105
	Iteration 4F: 3 clusters Score -228315.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -228447.312500 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -228447.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -228548.093750 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -228548.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228608.625000 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -228608.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -228651.671875 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -228651.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -228676.781250 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -228676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -228687.375000 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -228687.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -228696.812500 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -228696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -228703.078125 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -228703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228706.750000 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -228706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228711.828125 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -228711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228716.593750 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -228716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228720.703125 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -228720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -228722.718750 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -228722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -228724.718750 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -228724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228726.828125 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -228726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -228728.718750 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -228728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228729.250000 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -228729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -228731.078125 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -228731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -228732.062500 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -228732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -228732.062500 Penalty: 3799.183105
	Iteration 24F: 3 clusters Score -228732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -750377.375000 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -750377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -744817.312500 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -744817.3 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -746240.062500 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -746240.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -746424.250000 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -746424.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -746535.437500 Penalty: 4372.055176
	Iteration 3Q: 3 clusters Score -746535.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -746607.500000 Penalty: 4372.055176
	Iteration 4Q: 3 clusters Score -746607.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -746659.187500 Penalty: 4372.055176
	Iteration 5Q: 3 clusters Score -746659.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -746705.000000 Penalty: 4372.055176
	Iteration 6Q: 3 clusters Score -746705 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -746740.250000 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -746740.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -746762.750000 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -746762.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -746789.187500 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -746789.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -746813.937500 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -746813.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -746839.812500 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -746839.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -746862.000000 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -746862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -746880.000000 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -746880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -746902.062500 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -746902.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -746921.687500 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -746921.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -746941.625000 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -746941.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -746958.375000 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -746958.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -746976.937500 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -746976.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -746996.187500 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -746996.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -747004.562500 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -747004.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -747016.562500 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -747016.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -747030.312500 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -747030.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -747052.375000 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -747052.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -747078.312500 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -747078.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -747102.562500 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -747102.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -747132.000000 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -747132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -747168.500000 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -747168.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -747200.812500 Penalty: 4372.055176
	Iteration 28Q: 3 clusters Score -747200.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -747242.500000 Penalty: 4372.055176
	Iteration 29Q: 3 clusters Score -747242.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -747282.312500 Penalty: 4372.055176
	Iteration 30Q: 3 clusters Score -747282.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -747326.062500 Penalty: 4372.055176
	Iteration 31Q: 3 clusters Score -747326.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -747383.375000 Penalty: 4372.055176
	Iteration 32Q: 3 clusters Score -747383.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -747447.812500 Penalty: 4372.055176
	Iteration 33Q: 3 clusters Score -747447.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -747514.375000 Penalty: 4372.055176
	Iteration 34Q: 3 clusters Score -747514.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -747588.000000 Penalty: 4372.055176
	Iteration 35Q: 3 clusters Score -747588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -747663.375000 Penalty: 4372.055176
	Iteration 36Q: 3 clusters Score -747663.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -747750.500000 Penalty: 4372.055176
	Iteration 37Q: 3 clusters Score -747750.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -747835.250000 Penalty: 4372.055176
	Iteration 38Q: 3 clusters Score -747835.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -747923.375000 Penalty: 4372.055176
	Iteration 39Q: 3 clusters Score -747923.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -748017.375000 Penalty: 4372.055176
	Iteration 40F: 3 clusters Score -748017.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -748091.812500 Penalty: 4372.055176
	Iteration 41Q: 3 clusters Score -748091.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -748147.125000 Penalty: 4372.055176
	Iteration 42Q: 3 clusters Score -748147.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -748190.125000 Penalty: 4372.055176
	Iteration 43Q: 3 clusters Score -748190.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -748222.250000 Penalty: 4372.055176
	Iteration 44Q: 3 clusters Score -748222.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -748248.062500 Penalty: 4372.055176
	Iteration 45Q: 3 clusters Score -748248.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -748276.062500 Penalty: 4372.055176
	Iteration 46Q: 3 clusters Score -748276.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -748297.312500 Penalty: 4372.055176
	Iteration 47Q: 3 clusters Score -748297.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -748312.687500 Penalty: 4372.055176
	Iteration 48Q: 3 clusters Score -748312.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -748325.062500 Penalty: 4372.055176
	Iteration 49Q: 3 clusters Score -748325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -748335.312500 Penalty: 4372.055176
	Iteration 50Q: 3 clusters Score -748335.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -748350.750000 Penalty: 4372.055176
	Iteration 51Q: 3 clusters Score -748350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -748363.125000 Penalty: 4372.055176
	Iteration 52Q: 3 clusters Score -748363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -748367.625000 Penalty: 4372.055176
	Iteration 53Q: 3 clusters Score -748367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -748379.500000 Penalty: 4372.055176
	Iteration 54Q: 3 clusters Score -748379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -748386.062500 Penalty: 4372.055176
	Iteration 55Q: 3 clusters Score -748386.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -748396.187500 Penalty: 4372.055176
	Iteration 56Q: 3 clusters Score -748396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -748401.937500 Penalty: 4372.055176
	Iteration 57Q: 3 clusters Score -748401.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -748406.812500 Penalty: 4372.055176
	Iteration 58Q: 3 clusters Score -748406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -748411.562500 Penalty: 4372.055176
	Iteration 59Q: 3 clusters Score -748411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -748423.187500 Penalty: 4372.055176
	Iteration 60F: 3 clusters Score -748423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -748433.187500 Penalty: 4372.055176
	Iteration 61Q: 3 clusters Score -748433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -748445.125000 Penalty: 4372.055176
	Iteration 62Q: 3 clusters Score -748445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -748453.750000 Penalty: 4372.055176
	Iteration 63Q: 3 clusters Score -748453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -748458.937500 Penalty: 4372.055176
	Iteration 64Q: 3 clusters Score -748458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -748463.687500 Penalty: 4372.055176
	Iteration 65Q: 3 clusters Score -748463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -748465.687500 Penalty: 4372.055176
	Iteration 66Q: 3 clusters Score -748465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -748470.312500 Penalty: 4372.055176
	Iteration 67Q: 3 clusters Score -748470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -748470.875000 Penalty: 4372.055176
	Iteration 68Q: 3 clusters Score -748470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -748470.875000 Penalty: 4372.055176
	Iteration 69F: 3 clusters Score -748470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -412212.812500 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -412212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -408427.343750 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -408427.3 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -409231.281250 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -409231.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -409493.500000 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -409493.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -409702.125000 Penalty: 4084.475586
	Iteration 3F: 3 clusters Score -409702.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -409902.531250 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -409902.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -410140.218750 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -410140.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -410341.812500 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -410341.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -410471.843750 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -410471.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -410558.125000 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -410558.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -410630.906250 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -410630.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -410685.406250 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -410685.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -410731.687500 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -410731.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -410769.718750 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -410769.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -410811.250000 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -410811.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -410860.312500 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -410860.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -410896.687500 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -410896.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -410931.000000 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -410931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -410967.343750 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -410967.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -410996.687500 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -410996.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -411021.718750 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -411021.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411050.218750 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -411050.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -411077.187500 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -411077.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -411098.500000 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -411098.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -411117.687500 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -411117.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -411139.343750 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -411139.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -411166.093750 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -411166.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -411191.781250 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -411191.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -411215.625000 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -411215.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -411235.343750 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -411235.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -411260.687500 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -411260.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -411288.000000 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -411288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -411309.656250 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -411309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -411321.281250 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -411321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -411331.656250 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -411331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -411337.843750 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -411337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -411341.281250 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -411341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -411344.531250 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -411344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -411345.156250 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -411345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -411346.500000 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -411346.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -411347.468750 Penalty: 4084.475586
	Iteration 39Q: 3 clusters Score -411347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -411349.250000 Penalty: 4084.475586
	Iteration 40F: 3 clusters Score -411349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -411350.687500 Penalty: 4084.475586
	Iteration 41Q: 3 clusters Score -411350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -411352.250000 Penalty: 4084.475586
	Iteration 42Q: 3 clusters Score -411352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -411352.937500 Penalty: 4084.475586
	Iteration 43Q: 3 clusters Score -411352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -411353.812500 Penalty: 4084.475586
	Iteration 44Q: 3 clusters Score -411353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -411355.875000 Penalty: 4084.475586
	Iteration 45Q: 3 clusters Score -411355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -411358.968750 Penalty: 4084.475586
	Iteration 46Q: 3 clusters Score -411359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -411364.062500 Penalty: 4084.475586
	Iteration 47Q: 3 clusters Score -411364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -411367.625000 Penalty: 4084.475586
	Iteration 48Q: 3 clusters Score -411367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -411372.218750 Penalty: 4084.475586
	Iteration 49Q: 3 clusters Score -411372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -411375.343750 Penalty: 4084.475586
	Iteration 50Q: 3 clusters Score -411375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -411380.812500 Penalty: 4084.475586
	Iteration 51Q: 3 clusters Score -411380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -411388.218750 Penalty: 4084.475586
	Iteration 52Q: 3 clusters Score -411388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -411398.531250 Penalty: 4084.475586
	Iteration 53Q: 3 clusters Score -411398.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -411424.687500 Penalty: 4084.475586
	Iteration 54Q: 3 clusters Score -411424.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -411474.968750 Penalty: 4084.475586
	Iteration 55Q: 3 clusters Score -411475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -411540.375000 Penalty: 4084.475586
	Iteration 56Q: 3 clusters Score -411540.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -411603.968750 Penalty: 4084.475586
	Iteration 57Q: 3 clusters Score -411604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -411637.781250 Penalty: 4084.475586
	Iteration 58Q: 3 clusters Score -411637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -411652.156250 Penalty: 4084.475586
	Iteration 59Q: 3 clusters Score -411652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -411656.687500 Penalty: 4084.475586
	Iteration 60F: 3 clusters Score -411656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -411658.750000 Penalty: 4084.475586
	Iteration 61Q: 3 clusters Score -411658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -411659.250000 Penalty: 4084.475586
	Iteration 62Q: 3 clusters Score -411659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -411659.250000 Penalty: 4084.475586
	Iteration 63F: 3 clusters Score -411659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -430256.156250 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -430256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -426485.875000 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -426485.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -427282.031250 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -427282 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -427451.812500 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -427451.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -427548.812500 Penalty: 4094.246338
	Iteration 3Q: 3 clusters Score -427548.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -427618.531250 Penalty: 4094.246338
	Iteration 4Q: 3 clusters Score -427618.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -427670.218750 Penalty: 4094.246338
	Iteration 5Q: 3 clusters Score -427670.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -427723.187500 Penalty: 4094.246338
	Iteration 6Q: 3 clusters Score -427723.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -427785.531250 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -427785.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -427847.531250 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -427847.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -427898.031250 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -427898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -427951.781250 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -427951.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -428007.281250 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -428007.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -428068.187500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -428068.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -428159.812500 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -428159.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -428288.781250 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -428288.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -428457.062500 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -428457.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -428636.781250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -428636.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -428765.187500 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -428765.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -428870.093750 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -428870.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428954.687500 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -428954.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -429056.718750 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -429056.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -429144.843750 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -429144.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -429262.281250 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -429262.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -429424.812500 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -429424.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -429627.968750 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -429628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -429838.812500 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -429838.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -429980.281250 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -429980.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -430038.937500 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -430038.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -430064.781250 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -430064.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -430080.687500 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -430080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -430085.281250 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -430085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -430088.468750 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -430088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -430090.218750 Penalty: 4094.246338
	Iteration 32Q: 3 clusters Score -430090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -430091.062500 Penalty: 4094.246338
	Iteration 33Q: 3 clusters Score -430091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -430093.218750 Penalty: 4094.246338
	Iteration 34Q: 3 clusters Score -430093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -430095.812500 Penalty: 4094.246338
	Iteration 35Q: 3 clusters Score -430095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -430099.468750 Penalty: 4094.246338
	Iteration 36Q: 3 clusters Score -430099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -430101.406250 Penalty: 4094.246338
	Iteration 37Q: 3 clusters Score -430101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -430100.906250 Penalty: 4094.246338
	Iteration 38Q: 3 clusters Score -430100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -430100.906250 Penalty: 4094.246338
	Iteration 39F: 3 clusters Score -430100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Entering Unmasked Estep 
Score: -2747288.500000 Penalty: 2499.476318
	Iteration 0F: 2 clusters Score -2747288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2730638.000000 Penalty: 4998.952637
	Iteration 0F: 3 clusters Score -2730638 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2736255.750000 Penalty: 4998.952637
	Iteration 1F: 3 clusters Score -2736256 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2736660.500000 Penalty: 4998.952637
	Iteration 2Q: 3 clusters Score -2736660 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2736983.000000 Penalty: 4998.952637
	Iteration 3Q: 3 clusters Score -2736983 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2737249.000000 Penalty: 4998.952637
	Iteration 4Q: 3 clusters Score -2737249 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2737574.250000 Penalty: 4998.952637
	Iteration 5Q: 3 clusters Score -2737574 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2737915.750000 Penalty: 4998.952637
	Iteration 6Q: 3 clusters Score -2737916 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2738280.500000 Penalty: 4998.952637
	Iteration 7Q: 3 clusters Score -2738280 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2738698.750000 Penalty: 4998.952637
	Iteration 8Q: 3 clusters Score -2738699 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2739240.250000 Penalty: 4998.952637
	Iteration 9Q: 3 clusters Score -2739240 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2739921.000000 Penalty: 4998.952637
	Iteration 10Q: 3 clusters Score -2739921 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2740687.000000 Penalty: 4998.952637
	Iteration 11Q: 3 clusters Score -2740687 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2741401.500000 Penalty: 4998.952637
	Iteration 12Q: 3 clusters Score -2741402 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2741957.000000 Penalty: 4998.952637
	Iteration 13Q: 3 clusters Score -2741957 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2742291.750000 Penalty: 4998.952637
	Iteration 14Q: 3 clusters Score -2742292 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2742500.000000 Penalty: 4998.952637
	Iteration 15Q: 3 clusters Score -2742500 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2742602.250000 Penalty: 4998.952637
	Iteration 16Q: 3 clusters Score -2742602 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2742677.500000 Penalty: 4998.952637
	Iteration 17Q: 3 clusters Score -2742678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2742752.250000 Penalty: 4998.952637
	Iteration 18Q: 3 clusters Score -2742752 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2742800.500000 Penalty: 4998.952637
	Iteration 19Q: 3 clusters Score -2742800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2742841.000000 Penalty: 4998.952637
	Iteration 20F: 3 clusters Score -2742841 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2742882.000000 Penalty: 4998.952637
	Iteration 21Q: 3 clusters Score -2742882 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2742915.500000 Penalty: 4998.952637
	Iteration 22Q: 3 clusters Score -2742916 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2742962.500000 Penalty: 4998.952637
	Iteration 23Q: 3 clusters Score -2742962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2743004.500000 Penalty: 4998.952637
	Iteration 24Q: 3 clusters Score -2743004 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2743041.750000 Penalty: 4998.952637
	Iteration 25Q: 3 clusters Score -2743042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2743074.750000 Penalty: 4998.952637
	Iteration 26Q: 3 clusters Score -2743075 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2743109.250000 Penalty: 4998.952637
	Iteration 27Q: 3 clusters Score -2743109 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2743133.750000 Penalty: 4998.952637
	Iteration 28Q: 3 clusters Score -2743134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2743177.750000 Penalty: 4998.952637
	Iteration 29Q: 3 clusters Score -2743178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2743196.750000 Penalty: 4998.952637
	Iteration 30Q: 3 clusters Score -2743197 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2743235.500000 Penalty: 4998.952637
	Iteration 31Q: 3 clusters Score -2743236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2743260.000000 Penalty: 4998.952637
	Iteration 32Q: 3 clusters Score -2743260 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2743299.000000 Penalty: 4998.952637
	Iteration 33Q: 3 clusters Score -2743299 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2743344.250000 Penalty: 4998.952637
	Iteration 34Q: 3 clusters Score -2743344 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2743378.500000 Penalty: 4998.952637
	Iteration 35Q: 3 clusters Score -2743378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2743431.250000 Penalty: 4998.952637
	Iteration 36Q: 3 clusters Score -2743431 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2743466.500000 Penalty: 4998.952637
	Iteration 37Q: 3 clusters Score -2743466 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2743510.750000 Penalty: 4998.952637
	Iteration 38Q: 3 clusters Score -2743511 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2743555.750000 Penalty: 4998.952637
	Iteration 39Q: 3 clusters Score -2743556 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2743602.750000 Penalty: 4998.952637
	Iteration 40F: 3 clusters Score -2743603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2743639.250000 Penalty: 4998.952637
	Iteration 41Q: 3 clusters Score -2743639 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2743671.000000 Penalty: 4998.952637
	Iteration 42Q: 3 clusters Score -2743671 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2743716.000000 Penalty: 4998.952637
	Iteration 43Q: 3 clusters Score -2743716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2743761.750000 Penalty: 4998.952637
	Iteration 44Q: 3 clusters Score -2743762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2743782.250000 Penalty: 4998.952637
	Iteration 45Q: 3 clusters Score -2743782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2743809.000000 Penalty: 4998.952637
	Iteration 46Q: 3 clusters Score -2743809 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2743839.000000 Penalty: 4998.952637
	Iteration 47Q: 3 clusters Score -2743839 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2743874.500000 Penalty: 4998.952637
	Iteration 48Q: 3 clusters Score -2743874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2743919.250000 Penalty: 4998.952637
	Iteration 49Q: 3 clusters Score -2743919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2743952.750000 Penalty: 4998.952637
	Iteration 50Q: 3 clusters Score -2743953 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2743987.000000 Penalty: 4998.952637
	Iteration 51Q: 3 clusters Score -2743987 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2744011.500000 Penalty: 4998.952637
	Iteration 52Q: 3 clusters Score -2744012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2744043.000000 Penalty: 4998.952637
	Iteration 53Q: 3 clusters Score -2744043 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2744063.750000 Penalty: 4998.952637
	Iteration 54Q: 3 clusters Score -2744064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2744073.750000 Penalty: 4998.952637
	Iteration 55Q: 3 clusters Score -2744074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2744095.250000 Penalty: 4998.952637
	Iteration 56Q: 3 clusters Score -2744095 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2744122.000000 Penalty: 4998.952637
	Iteration 57Q: 3 clusters Score -2744122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2744130.500000 Penalty: 4998.952637
	Iteration 58Q: 3 clusters Score -2744130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2744146.500000 Penalty: 4998.952637
	Iteration 59Q: 3 clusters Score -2744146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2744169.250000 Penalty: 4998.952637
	Iteration 60F: 3 clusters Score -2744169 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2744185.500000 Penalty: 4998.952637
	Iteration 61Q: 3 clusters Score -2744186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2744189.500000 Penalty: 4998.952637
	Iteration 62Q: 3 clusters Score -2744190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2744202.250000 Penalty: 4998.952637
	Iteration 63Q: 3 clusters Score -2744202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2744205.750000 Penalty: 4998.952637
	Iteration 64Q: 3 clusters Score -2744206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2744218.500000 Penalty: 4998.952637
	Iteration 65Q: 3 clusters Score -2744218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2744235.500000 Penalty: 4998.952637
	Iteration 66Q: 3 clusters Score -2744236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2744258.750000 Penalty: 4998.952637
	Iteration 67Q: 3 clusters Score -2744259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2744273.500000 Penalty: 4998.952637
	Iteration 68Q: 3 clusters Score -2744274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2744289.000000 Penalty: 4998.952637
	Iteration 69Q: 3 clusters Score -2744289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2744295.250000 Penalty: 4998.952637
	Iteration 70Q: 3 clusters Score -2744295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2744306.500000 Penalty: 4998.952637
	Iteration 71Q: 3 clusters Score -2744306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2744321.000000 Penalty: 4998.952637
	Iteration 72Q: 3 clusters Score -2744321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2744334.500000 Penalty: 4998.952637
	Iteration 73Q: 3 clusters Score -2744334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2744341.000000 Penalty: 4998.952637
	Iteration 74Q: 3 clusters Score -2744341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2744354.500000 Penalty: 4998.952637
	Iteration 75Q: 3 clusters Score -2744354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2744364.000000 Penalty: 4998.952637
	Iteration 76Q: 3 clusters Score -2744364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2744375.750000 Penalty: 4998.952637
	Iteration 77Q: 3 clusters Score -2744376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2744384.250000 Penalty: 4998.952637
	Iteration 78Q: 3 clusters Score -2744384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2744401.250000 Penalty: 4998.952637
	Iteration 79Q: 3 clusters Score -2744401 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2744410.250000 Penalty: 4998.952637
	Iteration 80F: 3 clusters Score -2744410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2744419.500000 Penalty: 4998.952637
	Iteration 81Q: 3 clusters Score -2744420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2744437.000000 Penalty: 4998.952637
	Iteration 82Q: 3 clusters Score -2744437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2744447.750000 Penalty: 4998.952637
	Iteration 83Q: 3 clusters Score -2744448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2744454.250000 Penalty: 4998.952637
	Iteration 84Q: 3 clusters Score -2744454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2744464.000000 Penalty: 4998.952637
	Iteration 85Q: 3 clusters Score -2744464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2744468.000000 Penalty: 4998.952637
	Iteration 86Q: 3 clusters Score -2744468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2744482.500000 Penalty: 4998.952637
	Iteration 87Q: 3 clusters Score -2744482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2744495.500000 Penalty: 4998.952637
	Iteration 88Q: 3 clusters Score -2744496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2744507.750000 Penalty: 4998.952637
	Iteration 89Q: 3 clusters Score -2744508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2744519.500000 Penalty: 4998.952637
	Iteration 90Q: 3 clusters Score -2744520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2744531.000000 Penalty: 4998.952637
	Iteration 91Q: 3 clusters Score -2744531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2744540.500000 Penalty: 4998.952637
	Iteration 92Q: 3 clusters Score -2744540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2744550.000000 Penalty: 4998.952637
	Iteration 93Q: 3 clusters Score -2744550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2744558.750000 Penalty: 4998.952637
	Iteration 94Q: 3 clusters Score -2744559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2744571.500000 Penalty: 4998.952637
	Iteration 95Q: 3 clusters Score -2744572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2744585.750000 Penalty: 4998.952637
	Iteration 96Q: 3 clusters Score -2744586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2744600.750000 Penalty: 4998.952637
	Iteration 97Q: 3 clusters Score -2744601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2744625.750000 Penalty: 4998.952637
	Iteration 98Q: 3 clusters Score -2744626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2744639.000000 Penalty: 4998.952637
	Iteration 99Q: 3 clusters Score -2744639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2744671.500000 Penalty: 4998.952637
	Iteration 100F: 3 clusters Score -2744672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2744685.500000 Penalty: 4998.952637
	Iteration 101Q: 3 clusters Score -2744686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2744699.250000 Penalty: 4998.952637
	Iteration 102Q: 3 clusters Score -2744699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2744714.750000 Penalty: 4998.952637
	Iteration 103Q: 3 clusters Score -2744715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2744726.250000 Penalty: 4998.952637
	Iteration 104Q: 3 clusters Score -2744726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2744735.500000 Penalty: 4998.952637
	Iteration 105Q: 3 clusters Score -2744736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2744749.750000 Penalty: 4998.952637
	Iteration 106Q: 3 clusters Score -2744750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2744763.500000 Penalty: 4998.952637
	Iteration 107Q: 3 clusters Score -2744764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2744781.750000 Penalty: 4998.952637
	Iteration 108Q: 3 clusters Score -2744782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2744786.750000 Penalty: 4998.952637
	Iteration 109Q: 3 clusters Score -2744787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2744795.000000 Penalty: 4998.952637
	Iteration 110Q: 3 clusters Score -2744795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2744800.750000 Penalty: 4998.952637
	Iteration 111Q: 3 clusters Score -2744801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2744812.750000 Penalty: 4998.952637
	Iteration 112Q: 3 clusters Score -2744813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2744818.500000 Penalty: 4998.952637
	Iteration 113Q: 3 clusters Score -2744818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2744831.500000 Penalty: 4998.952637
	Iteration 114Q: 3 clusters Score -2744832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2744836.250000 Penalty: 4998.952637
	Iteration 115Q: 3 clusters Score -2744836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2744850.250000 Penalty: 4998.952637
	Iteration 116Q: 3 clusters Score -2744850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2744856.500000 Penalty: 4998.952637
	Iteration 117Q: 3 clusters Score -2744856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2744868.250000 Penalty: 4998.952637
	Iteration 118Q: 3 clusters Score -2744868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2744869.750000 Penalty: 4998.952637
	Iteration 119Q: 3 clusters Score -2744870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2744872.250000 Penalty: 4998.952637
	Iteration 120F: 3 clusters Score -2744872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2744880.250000 Penalty: 4998.952637
	Iteration 121Q: 3 clusters Score -2744880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2744881.500000 Penalty: 4998.952637
	Iteration 122Q: 3 clusters Score -2744882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2744891.500000 Penalty: 4998.952637
	Iteration 123Q: 3 clusters Score -2744892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2744896.000000 Penalty: 4998.952637
	Iteration 124Q: 3 clusters Score -2744896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2744900.500000 Penalty: 4998.952637
	Iteration 125Q: 3 clusters Score -2744900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2744906.750000 Penalty: 4998.952637
	Iteration 126Q: 3 clusters Score -2744907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2744909.000000 Penalty: 4998.952637
	Iteration 127Q: 3 clusters Score -2744909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2744919.000000 Penalty: 4998.952637
	Iteration 128Q: 3 clusters Score -2744919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2744928.000000 Penalty: 4998.952637
	Iteration 129Q: 3 clusters Score -2744928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2744930.750000 Penalty: 4998.952637
	Iteration 130Q: 3 clusters Score -2744931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2744931.500000 Penalty: 4998.952637
	Iteration 131Q: 3 clusters Score -2744932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2744947.250000 Penalty: 4998.952637
	Iteration 132Q: 3 clusters Score -2744947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2744951.750000 Penalty: 4998.952637
	Iteration 133Q: 3 clusters Score -2744952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2744958.250000 Penalty: 4998.952637
	Iteration 134Q: 3 clusters Score -2744958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2744968.500000 Penalty: 4998.952637
	Iteration 135Q: 3 clusters Score -2744968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2744963.250000 Penalty: 4998.952637
	Iteration 136Q: 3 clusters Score -2744963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2744965.250000 Penalty: 4998.952637
	Iteration 137Q: 3 clusters Score -2744965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2744969.250000 Penalty: 4998.952637
	Iteration 138Q: 3 clusters Score -2744969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2744971.750000 Penalty: 4998.952637
	Iteration 139Q: 3 clusters Score -2744972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2744973.500000 Penalty: 4998.952637
	Iteration 140F: 3 clusters Score -2744974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2744981.250000 Penalty: 4998.952637
	Iteration 141Q: 3 clusters Score -2744981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2744989.000000 Penalty: 4998.952637
	Iteration 142Q: 3 clusters Score -2744989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2744995.500000 Penalty: 4998.952637
	Iteration 143Q: 3 clusters Score -2744996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2745003.500000 Penalty: 4998.952637
	Iteration 144Q: 3 clusters Score -2745004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2745011.750000 Penalty: 4998.952637
	Iteration 145Q: 3 clusters Score -2745012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2745012.500000 Penalty: 4998.952637
	Iteration 146Q: 3 clusters Score -2745012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2745013.750000 Penalty: 4998.952637
	Iteration 147Q: 3 clusters Score -2745014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2745015.250000 Penalty: 4998.952637
	Iteration 148Q: 3 clusters Score -2745015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2745016.750000 Penalty: 4998.952637
	Iteration 149Q: 3 clusters Score -2745017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2745027.000000 Penalty: 4998.952637
	Iteration 150Q: 3 clusters Score -2745027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2745020.500000 Penalty: 4998.952637
	Iteration 151Q: 3 clusters Score -2745020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2745024.750000 Penalty: 4998.952637
	Iteration 152Q: 3 clusters Score -2745025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2745032.500000 Penalty: 4998.952637
	Iteration 153Q: 3 clusters Score -2745032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2745034.750000 Penalty: 4998.952637
	Iteration 154Q: 3 clusters Score -2745035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2745039.250000 Penalty: 4998.952637
	Iteration 155Q: 3 clusters Score -2745039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2745041.750000 Penalty: 4998.952637
	Iteration 156Q: 3 clusters Score -2745042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2745038.750000 Penalty: 4998.952637
	Iteration 157Q: 3 clusters Score -2745039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2745041.250000 Penalty: 4998.952637
	Iteration 158Q: 3 clusters Score -2745041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2745037.500000 Penalty: 4998.952637
	Iteration 159Q: 3 clusters Score -2745038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2745046.500000 Penalty: 4998.952637
	Iteration 160F: 3 clusters Score -2745046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2745047.250000 Penalty: 4998.952637
	Iteration 161Q: 3 clusters Score -2745047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2745047.500000 Penalty: 4998.952637
	Iteration 162Q: 3 clusters Score -2745048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2745047.000000 Penalty: 4998.952637
	Iteration 163Q: 3 clusters Score -2745047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2745050.500000 Penalty: 4998.952637
	Iteration 164Q: 3 clusters Score -2745050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2745054.500000 Penalty: 4998.952637
	Iteration 165Q: 3 clusters Score -2745054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2745057.500000 Penalty: 4998.952637
	Iteration 166Q: 3 clusters Score -2745058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2745061.000000 Penalty: 4998.952637
	Iteration 167Q: 3 clusters Score -2745061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2745061.750000 Penalty: 4998.952637
	Iteration 168Q: 3 clusters Score -2745062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2745060.000000 Penalty: 4998.952637
	Iteration 169Q: 3 clusters Score -2745060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2745073.750000 Penalty: 4998.952637
	Iteration 170Q: 3 clusters Score -2745074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2745068.250000 Penalty: 4998.952637
	Iteration 171Q: 3 clusters Score -2745068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2745068.500000 Penalty: 4998.952637
	Iteration 172Q: 3 clusters Score -2745068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2745070.750000 Penalty: 4998.952637
	Iteration 173Q: 3 clusters Score -2745071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2745073.000000 Penalty: 4998.952637
	Iteration 174Q: 3 clusters Score -2745073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2745079.000000 Penalty: 4998.952637
	Iteration 175Q: 3 clusters Score -2745079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2745079.750000 Penalty: 4998.952637
	Iteration 176Q: 3 clusters Score -2745080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2745079.500000 Penalty: 4998.952637
	Iteration 177Q: 3 clusters Score -2745080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2745081.000000 Penalty: 4998.952637
	Iteration 178Q: 3 clusters Score -2745081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2745082.750000 Penalty: 4998.952637
	Iteration 179Q: 3 clusters Score -2745083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2745089.750000 Penalty: 4998.952637
	Iteration 180F: 3 clusters Score -2745090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2745088.250000 Penalty: 4998.952637
	Iteration 181Q: 3 clusters Score -2745088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2745087.500000 Penalty: 4998.952637
	Iteration 182Q: 3 clusters Score -2745088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2745088.750000 Penalty: 4998.952637
	Iteration 183Q: 3 clusters Score -2745089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2745087.000000 Penalty: 4998.952637
	Iteration 184Q: 3 clusters Score -2745087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2745087.250000 Penalty: 4998.952637
	Iteration 185Q: 3 clusters Score -2745087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2745090.750000 Penalty: 4998.952637
	Iteration 186Q: 3 clusters Score -2745091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2745093.250000 Penalty: 4998.952637
	Iteration 187Q: 3 clusters Score -2745093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2745092.500000 Penalty: 4998.952637
	Iteration 188Q: 3 clusters Score -2745092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2745097.000000 Penalty: 4998.952637
	Iteration 189Q: 3 clusters Score -2745097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2745090.500000 Penalty: 4998.952637
	Iteration 190Q: 3 clusters Score -2745090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2745100.000000 Penalty: 4998.952637
	Iteration 191Q: 3 clusters Score -2745100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2745100.000000 Penalty: 4998.952637
	Iteration 192F: 3 clusters Score -2745100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Entering Unmasked Estep 
Score: -4911057.500000 Penalty: 2647.481934
	Iteration 0F: 2 clusters Score -4911058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4881770.000000 Penalty: 5294.963867
	Iteration 0F: 3 clusters Score -4881770 nChanged 19989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4892802.000000 Penalty: 5294.963867
	Iteration 1F: 3 clusters Score -4892802 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4893399.500000 Penalty: 5294.963867
	Iteration 2Q: 3 clusters Score -4893400 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4894031.500000 Penalty: 5294.963867
	Iteration 3Q: 3 clusters Score -4894032 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4894857.500000 Penalty: 5294.963867
	Iteration 4Q: 3 clusters Score -4894858 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4896074.500000 Penalty: 5294.963867
	Iteration 5F: 3 clusters Score -4896074 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4897850.500000 Penalty: 5294.963867
	Iteration 6F: 3 clusters Score -4897850 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4900272.000000 Penalty: 5294.963867
	Iteration 7F: 3 clusters Score -4900272 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4902960.000000 Penalty: 5294.963867
	Iteration 8F: 3 clusters Score -4902960 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4905420.000000 Penalty: 5294.963867
	Iteration 9F: 3 clusters Score -4905420 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4907256.500000 Penalty: 5294.963867
	Iteration 10Q: 3 clusters Score -4907256 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4908368.500000 Penalty: 5294.963867
	Iteration 11Q: 3 clusters Score -4908368 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4909044.500000 Penalty: 5294.963867
	Iteration 12Q: 3 clusters Score -4909044 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -4909415.500000 Penalty: 5294.963867
	Iteration 13Q: 3 clusters Score -4909416 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4909670.500000 Penalty: 5294.963867
	Iteration 14Q: 3 clusters Score -4909670 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4909879.000000 Penalty: 5294.963867
	Iteration 15Q: 3 clusters Score -4909879 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4909996.500000 Penalty: 5294.963867
	Iteration 16Q: 3 clusters Score -4909996 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4910060.000000 Penalty: 5294.963867
	Iteration 17Q: 3 clusters Score -4910060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4910091.500000 Penalty: 5294.963867
	Iteration 18Q: 3 clusters Score -4910092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4910089.500000 Penalty: 5294.963867
	Iteration 19Q: 3 clusters Score -4910090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4910107.500000 Penalty: 5294.963867
	Iteration 20F: 3 clusters Score -4910108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4910125.500000 Penalty: 5294.963867
	Iteration 21Q: 3 clusters Score -4910126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4910136.500000 Penalty: 5294.963867
	Iteration 22Q: 3 clusters Score -4910136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4910148.500000 Penalty: 5294.963867
	Iteration 23Q: 3 clusters Score -4910148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4910136.000000 Penalty: 5294.963867
	Iteration 24Q: 3 clusters Score -4910136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4910150.500000 Penalty: 5294.963867
	Iteration 25Q: 3 clusters Score -4910150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4910149.500000 Penalty: 5294.963867
	Iteration 26Q: 3 clusters Score -4910150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4910151.500000 Penalty: 5294.963867
	Iteration 27Q: 3 clusters Score -4910152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4910164.500000 Penalty: 5294.963867
	Iteration 28Q: 3 clusters Score -4910164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4910174.500000 Penalty: 5294.963867
	Iteration 29Q: 3 clusters Score -4910174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4910174.500000 Penalty: 5294.963867
	Iteration 30Q: 3 clusters Score -4910174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4910176.000000 Penalty: 5294.963867
	Iteration 31Q: 3 clusters Score -4910176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4910176.500000 Penalty: 5294.963867
	Iteration 32Q: 3 clusters Score -4910176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4910176.000000 Penalty: 5294.963867
	Iteration 33Q: 3 clusters Score -4910176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -4910175.500000 Penalty: 5294.963867
	Iteration 34Q: 3 clusters Score -4910176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -4910179.500000 Penalty: 5294.963867
	Iteration 35Q: 3 clusters Score -4910180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4910177.500000 Penalty: 5294.963867
	Iteration 36Q: 3 clusters Score -4910178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4910184.500000 Penalty: 5294.963867
	Iteration 37Q: 3 clusters Score -4910184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4910182.500000 Penalty: 5294.963867
	Iteration 38Q: 3 clusters Score -4910182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4910185.000000 Penalty: 5294.963867
	Iteration 39Q: 3 clusters Score -4910185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4910189.000000 Penalty: 5294.963867
	Iteration 40F: 3 clusters Score -4910189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -4910185.500000 Penalty: 5294.963867
	Iteration 41Q: 3 clusters Score -4910186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -4910184.500000 Penalty: 5294.963867
	Iteration 42Q: 3 clusters Score -4910184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4910188.000000 Penalty: 5294.963867
	Iteration 43Q: 3 clusters Score -4910188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4910183.500000 Penalty: 5294.963867
	Iteration 44Q: 3 clusters Score -4910184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4910179.500000 Penalty: 5294.963867
	Iteration 45Q: 3 clusters Score -4910180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4910181.000000 Penalty: 5294.963867
	Iteration 46Q: 3 clusters Score -4910181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4910180.500000 Penalty: 5294.963867
	Iteration 47Q: 3 clusters Score -4910180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4910180.500000 Penalty: 5294.963867
	Iteration 48Q: 3 clusters Score -4910180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4910180.500000 Penalty: 5294.963867
	Iteration 49F: 3 clusters Score -4910180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54059.015625 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54059.02 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54366.824219 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54366.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54475.621094 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54475.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54680.023438 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -54680.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54777.988281 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -54777.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54822.503906 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54822.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54863.878906 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -54863.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54889.660156 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -54889.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54905.558594 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -54905.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54911.199219 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -54911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54919.007812 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -54919.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54922.144531 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -54922.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54934.550781 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -54934.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54945.960938 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -54945.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54953.519531 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -54953.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54969.203125 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -54969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54996.355469 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -54996.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55005.550781 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -55005.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55022.371094 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -55022.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55053.609375 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -55053.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55079.421875 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -55079.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55109.996094 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -55110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55126.472656 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -55126.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55145.828125 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -55145.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55156.480469 Penalty: 3180.261963
	Iteration 24Q: 3 clusters Score -55156.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55179.757812 Penalty: 3180.261963
	Iteration 25Q: 3 clusters Score -55179.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55216.730469 Penalty: 3180.261963
	Iteration 26Q: 3 clusters Score -55216.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55252.296875 Penalty: 3180.261963
	Iteration 27Q: 3 clusters Score -55252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55271.488281 Penalty: 3180.261963
	Iteration 28Q: 3 clusters Score -55271.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55278.421875 Penalty: 3180.261963
	Iteration 29Q: 3 clusters Score -55278.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55308.035156 Penalty: 3180.261963
	Iteration 30Q: 3 clusters Score -55308.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55336.937500 Penalty: 3180.261963
	Iteration 31Q: 3 clusters Score -55336.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55351.328125 Penalty: 3180.261963
	Iteration 32Q: 3 clusters Score -55351.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55354.011719 Penalty: 3180.261963
	Iteration 33Q: 3 clusters Score -55354.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55358.203125 Penalty: 3180.261963
	Iteration 34Q: 3 clusters Score -55358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55358.203125 Penalty: 3180.261963
	Iteration 35F: 3 clusters Score -55358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -163254.218750 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -163254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160883.375000 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -160883.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161277.937500 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -161277.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161382.437500 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -161382.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161441.859375 Penalty: 3667.363770
	Iteration 3Q: 3 clusters Score -161441.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -161491.703125 Penalty: 3667.363770
	Iteration 4Q: 3 clusters Score -161491.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161513.281250 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -161513.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161529.156250 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -161529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -161538.156250 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -161538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161544.218750 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -161544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161549.578125 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -161549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161552.828125 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -161552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161558.906250 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -161558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161564.125000 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -161564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161572.468750 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -161572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161580.609375 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -161580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161584.484375 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -161584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161586.843750 Penalty: 3667.363770
	Iteration 16Q: 3 clusters Score -161586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161588.703125 Penalty: 3667.363770
	Iteration 17Q: 3 clusters Score -161588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161596.281250 Penalty: 3667.363770
	Iteration 18Q: 3 clusters Score -161596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161602.000000 Penalty: 3667.363770
	Iteration 19Q: 3 clusters Score -161602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161607.937500 Penalty: 3667.363770
	Iteration 20F: 3 clusters Score -161607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161610.562500 Penalty: 3667.363770
	Iteration 21Q: 3 clusters Score -161610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -161611.812500 Penalty: 3667.363770
	Iteration 22Q: 3 clusters Score -161611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161612.625000 Penalty: 3667.363770
	Iteration 23Q: 3 clusters Score -161612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -161613.968750 Penalty: 3667.363770
	Iteration 24Q: 3 clusters Score -161614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -161615.250000 Penalty: 3667.363770
	Iteration 25Q: 3 clusters Score -161615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161618.921875 Penalty: 3667.363770
	Iteration 26Q: 3 clusters Score -161618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161621.406250 Penalty: 3667.363770
	Iteration 27Q: 3 clusters Score -161621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161628.953125 Penalty: 3667.363770
	Iteration 28Q: 3 clusters Score -161629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161633.828125 Penalty: 3667.363770
	Iteration 29Q: 3 clusters Score -161633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161637.671875 Penalty: 3667.363770
	Iteration 30Q: 3 clusters Score -161637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161639.609375 Penalty: 3667.363770
	Iteration 31Q: 3 clusters Score -161639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161641.015625 Penalty: 3667.363770
	Iteration 32Q: 3 clusters Score -161641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161642.078125 Penalty: 3667.363770
	Iteration 33Q: 3 clusters Score -161642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161642.531250 Penalty: 3667.363770
	Iteration 34Q: 3 clusters Score -161642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161642.531250 Penalty: 3667.363770
	Iteration 35F: 3 clusters Score -161642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Entering Unmasked Estep 
Score: -11189650.000000 Penalty: 2851.988037
	Iteration 0F: 2 clusters Score -1.118965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -11123890.000000 Penalty: 5703.976074
	Iteration 0F: 3 clusters Score -1.112389e+07 nChanged 46605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -11150210.000000 Penalty: 5703.976074
	Iteration 1F: 3 clusters Score -1.115021e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -11150918.000000 Penalty: 5703.976074
	Iteration 2Q: 3 clusters Score -1.115092e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -11151841.000000 Penalty: 5703.976074
	Iteration 3Q: 3 clusters Score -1.115184e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -11153174.000000 Penalty: 5703.976074
	Iteration 4Q: 3 clusters Score -1.115317e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -11155440.000000 Penalty: 5703.976074
	Iteration 5Q: 3 clusters Score -1.115544e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -11159418.000000 Penalty: 5703.976074
	Iteration 6F: 3 clusters Score -1.115942e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -11165753.000000 Penalty: 5703.976074
	Iteration 7F: 3 clusters Score -1.116575e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -11173751.000000 Penalty: 5703.976074
	Iteration 8F: 3 clusters Score -1.117375e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -11181034.000000 Penalty: 5703.976074
	Iteration 9F: 3 clusters Score -1.118103e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11184955.000000 Penalty: 5703.976074
	Iteration 10Q: 3 clusters Score -1.118496e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11186457.000000 Penalty: 5703.976074
	Iteration 11Q: 3 clusters Score -1.118646e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11186802.000000 Penalty: 5703.976074
	Iteration 12Q: 3 clusters Score -1.11868e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11186946.000000 Penalty: 5703.976074
	Iteration 13Q: 3 clusters Score -1.118695e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11187034.000000 Penalty: 5703.976074
	Iteration 14Q: 3 clusters Score -1.118703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98475 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11187063.000000 Penalty: 5703.976074
	Iteration 15Q: 3 clusters Score -1.118706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11187076.000000 Penalty: 5703.976074
	Iteration 16Q: 3 clusters Score -1.118708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11187085.000000 Penalty: 5703.976074
	Iteration 17Q: 3 clusters Score -1.118708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11187097.000000 Penalty: 5703.976074
	Iteration 18Q: 3 clusters Score -1.11871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11187106.000000 Penalty: 5703.976074
	Iteration 19Q: 3 clusters Score -1.118711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11187119.000000 Penalty: 5703.976074
	Iteration 20F: 3 clusters Score -1.118712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11187122.000000 Penalty: 5703.976074
	Iteration 21Q: 3 clusters Score -1.118712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11187124.000000 Penalty: 5703.976074
	Iteration 22Q: 3 clusters Score -1.118712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11187127.000000 Penalty: 5703.976074
	Iteration 23Q: 3 clusters Score -1.118713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11187136.000000 Penalty: 5703.976074
	Iteration 24Q: 3 clusters Score -1.118714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11187136.000000 Penalty: 5703.976074
	Iteration 25F: 3 clusters Score -1.118714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Entering Unmasked Estep 
Score: -5531374.500000 Penalty: 2676.103760
	Iteration 0F: 2 clusters Score -5531374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -5498678.500000 Penalty: 5352.207520
	Iteration 0F: 3 clusters Score -5498678 nChanged 22374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5511193.000000 Penalty: 5352.207520
	Iteration 1F: 3 clusters Score -5511193 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5511809.500000 Penalty: 5352.207520
	Iteration 2Q: 3 clusters Score -5511810 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5512517.000000 Penalty: 5352.207520
	Iteration 3Q: 3 clusters Score -5512517 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5513334.000000 Penalty: 5352.207520
	Iteration 4Q: 3 clusters Score -5513334 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5514387.500000 Penalty: 5352.207520
	Iteration 5Q: 3 clusters Score -5514388 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -5515982.000000 Penalty: 5352.207520
	Iteration 6F: 3 clusters Score -5515982 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5518256.000000 Penalty: 5352.207520
	Iteration 7F: 3 clusters Score -5518256 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5520998.500000 Penalty: 5352.207520
	Iteration 8F: 3 clusters Score -5520998 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5523796.500000 Penalty: 5352.207520
	Iteration 9F: 3 clusters Score -5523796 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5526025.000000 Penalty: 5352.207520
	Iteration 10F: 3 clusters Score -5526025 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5527608.000000 Penalty: 5352.207520
	Iteration 11Q: 3 clusters Score -5527608 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -5528496.500000 Penalty: 5352.207520
	Iteration 12Q: 3 clusters Score -5528496 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -5529044.000000 Penalty: 5352.207520
	Iteration 13Q: 3 clusters Score -5529044 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -5529514.500000 Penalty: 5352.207520
	Iteration 14Q: 3 clusters Score -5529514 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -5529712.000000 Penalty: 5352.207520
	Iteration 15Q: 3 clusters Score -5529712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -5529787.500000 Penalty: 5352.207520
	Iteration 16Q: 3 clusters Score -5529788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -5529801.000000 Penalty: 5352.207520
	Iteration 17Q: 3 clusters Score -5529801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -5529822.000000 Penalty: 5352.207520
	Iteration 18Q: 3 clusters Score -5529822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -5529833.500000 Penalty: 5352.207520
	Iteration 19Q: 3 clusters Score -5529834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5529836.000000 Penalty: 5352.207520
	Iteration 20F: 3 clusters Score -5529836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5529842.500000 Penalty: 5352.207520
	Iteration 21Q: 3 clusters Score -5529842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -5529845.000000 Penalty: 5352.207520
	Iteration 22Q: 3 clusters Score -5529845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -5529847.000000 Penalty: 5352.207520
	Iteration 23Q: 3 clusters Score -5529847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5529852.500000 Penalty: 5352.207520
	Iteration 24Q: 3 clusters Score -5529852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -5529855.500000 Penalty: 5352.207520
	Iteration 25Q: 3 clusters Score -5529856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -5529857.500000 Penalty: 5352.207520
	Iteration 26Q: 3 clusters Score -5529858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -5529867.500000 Penalty: 5352.207520
	Iteration 27Q: 3 clusters Score -5529868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5529864.000000 Penalty: 5352.207520
	Iteration 28Q: 3 clusters Score -5529864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -5529865.000000 Penalty: 5352.207520
	Iteration 29Q: 3 clusters Score -5529865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -5529864.000000 Penalty: 5352.207520
	Iteration 30Q: 3 clusters Score -5529864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -5529864.000000 Penalty: 5352.207520
	Iteration 31F: 3 clusters Score -5529864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -145097.125000 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -145097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142874.718750 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -142874.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -143216.593750 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -143216.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -143342.156250 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -143342.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -143395.609375 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -143395.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143428.781250 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -143428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -143457.078125 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -143457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143480.156250 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -143480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143496.828125 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -143496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -143513.359375 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -143513.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143523.906250 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -143523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -143528.828125 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -143528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -143532.531250 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -143532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -143535.765625 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -143535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -143542.546875 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -143542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -143546.015625 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -143546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -143550.390625 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -143550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -143553.843750 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -143553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -143556.875000 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -143556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -143558.375000 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -143558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -143561.343750 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -143561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -143564.359375 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -143564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -143566.671875 Penalty: 3594.198486
	Iteration 21Q: 3 clusters Score -143566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -143570.281250 Penalty: 3594.198486
	Iteration 22Q: 3 clusters Score -143570.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143575.312500 Penalty: 3594.198486
	Iteration 23Q: 3 clusters Score -143575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -143579.671875 Penalty: 3594.198486
	Iteration 24Q: 3 clusters Score -143579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143584.218750 Penalty: 3594.198486
	Iteration 25Q: 3 clusters Score -143584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -143591.359375 Penalty: 3594.198486
	Iteration 26Q: 3 clusters Score -143591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -143596.921875 Penalty: 3594.198486
	Iteration 27Q: 3 clusters Score -143596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -143598.531250 Penalty: 3594.198486
	Iteration 28Q: 3 clusters Score -143598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -143599.453125 Penalty: 3594.198486
	Iteration 29Q: 3 clusters Score -143599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -143600.953125 Penalty: 3594.198486
	Iteration 30Q: 3 clusters Score -143601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -143604.484375 Penalty: 3594.198486
	Iteration 31Q: 3 clusters Score -143604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -143608.359375 Penalty: 3594.198486
	Iteration 32Q: 3 clusters Score -143608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -143610.296875 Penalty: 3594.198486
	Iteration 33Q: 3 clusters Score -143610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -143611.859375 Penalty: 3594.198486
	Iteration 34Q: 3 clusters Score -143611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -143612.984375 Penalty: 3594.198486
	Iteration 35Q: 3 clusters Score -143613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -143614.078125 Penalty: 3594.198486
	Iteration 36Q: 3 clusters Score -143614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -143614.078125 Penalty: 3594.198486
	Iteration 37F: 3 clusters Score -143614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 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 573 members 
Entering Unmasked Estep 
Score: -128470.453125 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128470.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128762.937500 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128762.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128842.804688 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128842.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128867.976562 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128880.843750 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -128880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128885.335938 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -128885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128893.203125 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -128893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128900.820312 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -128900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128905.632812 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -128905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128909.367188 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -128909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128914.492188 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -128914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128922.000000 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -128922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -128924.359375 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -128924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128925.804688 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -128925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128925.804688 Penalty: 3507.500244
	Iteration 14F: 3 clusters Score -128925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Entering Unmasked Estep 
Score: -2805353.250000 Penalty: 2513.705322
	Iteration 0F: 2 clusters Score -2805353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2787903.750000 Penalty: 5027.410645
	Iteration 0F: 3 clusters Score -2787904 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2794185.000000 Penalty: 5027.410645
	Iteration 1F: 3 clusters Score -2794185 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2794785.750000 Penalty: 5027.410645
	Iteration 2F: 3 clusters Score -2794786 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2795354.000000 Penalty: 5027.410645
	Iteration 3F: 3 clusters Score -2795354 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2795963.250000 Penalty: 5027.410645
	Iteration 4Q: 3 clusters Score -2795963 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2796569.750000 Penalty: 5027.410645
	Iteration 5Q: 3 clusters Score -2796570 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2797170.750000 Penalty: 5027.410645
	Iteration 6Q: 3 clusters Score -2797171 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2797691.000000 Penalty: 5027.410645
	Iteration 7Q: 3 clusters Score -2797691 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2798220.750000 Penalty: 5027.410645
	Iteration 8Q: 3 clusters Score -2798221 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2798738.750000 Penalty: 5027.410645
	Iteration 9Q: 3 clusters Score -2798739 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2799269.500000 Penalty: 5027.410645
	Iteration 10Q: 3 clusters Score -2799270 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2799808.500000 Penalty: 5027.410645
	Iteration 11Q: 3 clusters Score -2799808 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2800289.500000 Penalty: 5027.410645
	Iteration 12Q: 3 clusters Score -2800290 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2800640.750000 Penalty: 5027.410645
	Iteration 13Q: 3 clusters Score -2800641 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2800936.250000 Penalty: 5027.410645
	Iteration 14Q: 3 clusters Score -2800936 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2801080.500000 Penalty: 5027.410645
	Iteration 15Q: 3 clusters Score -2801080 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2801187.500000 Penalty: 5027.410645
	Iteration 16Q: 3 clusters Score -2801188 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2801257.500000 Penalty: 5027.410645
	Iteration 17Q: 3 clusters Score -2801258 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2801322.500000 Penalty: 5027.410645
	Iteration 18Q: 3 clusters Score -2801322 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2801362.250000 Penalty: 5027.410645
	Iteration 19Q: 3 clusters Score -2801362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2801391.500000 Penalty: 5027.410645
	Iteration 20F: 3 clusters Score -2801392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2801416.750000 Penalty: 5027.410645
	Iteration 21Q: 3 clusters Score -2801417 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2801438.250000 Penalty: 5027.410645
	Iteration 22Q: 3 clusters Score -2801438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2801462.500000 Penalty: 5027.410645
	Iteration 23Q: 3 clusters Score -2801462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2801486.000000 Penalty: 5027.410645
	Iteration 24Q: 3 clusters Score -2801486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2801489.500000 Penalty: 5027.410645
	Iteration 25Q: 3 clusters Score -2801490 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2801524.500000 Penalty: 5027.410645
	Iteration 26Q: 3 clusters Score -2801524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2801538.500000 Penalty: 5027.410645
	Iteration 27Q: 3 clusters Score -2801538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2801574.500000 Penalty: 5027.410645
	Iteration 28Q: 3 clusters Score -2801574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2801606.000000 Penalty: 5027.410645
	Iteration 29Q: 3 clusters Score -2801606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2801625.250000 Penalty: 5027.410645
	Iteration 30Q: 3 clusters Score -2801625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2801645.500000 Penalty: 5027.410645
	Iteration 31Q: 3 clusters Score -2801646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2801679.250000 Penalty: 5027.410645
	Iteration 32Q: 3 clusters Score -2801679 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2801700.750000 Penalty: 5027.410645
	Iteration 33Q: 3 clusters Score -2801701 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2801721.750000 Penalty: 5027.410645
	Iteration 34Q: 3 clusters Score -2801722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2801748.250000 Penalty: 5027.410645
	Iteration 35Q: 3 clusters Score -2801748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2801767.000000 Penalty: 5027.410645
	Iteration 36Q: 3 clusters Score -2801767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2801773.250000 Penalty: 5027.410645
	Iteration 37Q: 3 clusters Score -2801773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2801779.750000 Penalty: 5027.410645
	Iteration 38Q: 3 clusters Score -2801780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2801788.750000 Penalty: 5027.410645
	Iteration 39Q: 3 clusters Score -2801789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2801797.000000 Penalty: 5027.410645
	Iteration 40F: 3 clusters Score -2801797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2801808.750000 Penalty: 5027.410645
	Iteration 41Q: 3 clusters Score -2801809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2801824.250000 Penalty: 5027.410645
	Iteration 42Q: 3 clusters Score -2801824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2801823.500000 Penalty: 5027.410645
	Iteration 43Q: 3 clusters Score -2801824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2801834.750000 Penalty: 5027.410645
	Iteration 44Q: 3 clusters Score -2801835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2801826.750000 Penalty: 5027.410645
	Iteration 45Q: 3 clusters Score -2801827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2801841.500000 Penalty: 5027.410645
	Iteration 46Q: 3 clusters Score -2801842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2801855.250000 Penalty: 5027.410645
	Iteration 47Q: 3 clusters Score -2801855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2801868.250000 Penalty: 5027.410645
	Iteration 48Q: 3 clusters Score -2801868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2801873.000000 Penalty: 5027.410645
	Iteration 49Q: 3 clusters Score -2801873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2801877.250000 Penalty: 5027.410645
	Iteration 50Q: 3 clusters Score -2801877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2801873.750000 Penalty: 5027.410645
	Iteration 51Q: 3 clusters Score -2801874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2801881.750000 Penalty: 5027.410645
	Iteration 52Q: 3 clusters Score -2801882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2801883.750000 Penalty: 5027.410645
	Iteration 53Q: 3 clusters Score -2801884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2801898.500000 Penalty: 5027.410645
	Iteration 54Q: 3 clusters Score -2801898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2801895.250000 Penalty: 5027.410645
	Iteration 55Q: 3 clusters Score -2801895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2801900.500000 Penalty: 5027.410645
	Iteration 56Q: 3 clusters Score -2801900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2801901.250000 Penalty: 5027.410645
	Iteration 57Q: 3 clusters Score -2801901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2801898.000000 Penalty: 5027.410645
	Iteration 58Q: 3 clusters Score -2801898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2801903.750000 Penalty: 5027.410645
	Iteration 59Q: 3 clusters Score -2801904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2801900.500000 Penalty: 5027.410645
	Iteration 60F: 3 clusters Score -2801900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2801910.500000 Penalty: 5027.410645
	Iteration 61Q: 3 clusters Score -2801910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2801913.750000 Penalty: 5027.410645
	Iteration 62Q: 3 clusters Score -2801914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2801918.500000 Penalty: 5027.410645
	Iteration 63Q: 3 clusters Score -2801918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2801919.000000 Penalty: 5027.410645
	Iteration 64Q: 3 clusters Score -2801919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2801915.250000 Penalty: 5027.410645
	Iteration 65Q: 3 clusters Score -2801915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2801914.250000 Penalty: 5027.410645
	Iteration 66Q: 3 clusters Score -2801914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2801920.750000 Penalty: 5027.410645
	Iteration 67Q: 3 clusters Score -2801921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2801926.000000 Penalty: 5027.410645
	Iteration 68Q: 3 clusters Score -2801926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2801927.500000 Penalty: 5027.410645
	Iteration 69Q: 3 clusters Score -2801928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2801924.500000 Penalty: 5027.410645
	Iteration 70Q: 3 clusters Score -2801924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2801932.500000 Penalty: 5027.410645
	Iteration 71Q: 3 clusters Score -2801932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2801932.250000 Penalty: 5027.410645
	Iteration 72Q: 3 clusters Score -2801932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2801933.500000 Penalty: 5027.410645
	Iteration 73Q: 3 clusters Score -2801934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2801935.000000 Penalty: 5027.410645
	Iteration 74Q: 3 clusters Score -2801935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2801935.250000 Penalty: 5027.410645
	Iteration 75Q: 3 clusters Score -2801935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2801939.250000 Penalty: 5027.410645
	Iteration 76Q: 3 clusters Score -2801939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2801938.250000 Penalty: 5027.410645
	Iteration 77Q: 3 clusters Score -2801938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2801932.750000 Penalty: 5027.410645
	Iteration 78Q: 3 clusters Score -2801933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2801931.500000 Penalty: 5027.410645
	Iteration 79Q: 3 clusters Score -2801932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2801929.750000 Penalty: 5027.410645
	Iteration 80F: 3 clusters Score -2801930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2801936.000000 Penalty: 5027.410645
	Iteration 81Q: 3 clusters Score -2801936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2801942.000000 Penalty: 5027.410645
	Iteration 82Q: 3 clusters Score -2801942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2801945.000000 Penalty: 5027.410645
	Iteration 83Q: 3 clusters Score -2801945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2801938.250000 Penalty: 5027.410645
	Iteration 84Q: 3 clusters Score -2801938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2801941.750000 Penalty: 5027.410645
	Iteration 85Q: 3 clusters Score -2801942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2801937.750000 Penalty: 5027.410645
	Iteration 86Q: 3 clusters Score -2801938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2801940.250000 Penalty: 5027.410645
	Iteration 87Q: 3 clusters Score -2801940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2801939.250000 Penalty: 5027.410645
	Iteration 88Q: 3 clusters Score -2801939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2801947.750000 Penalty: 5027.410645
	Iteration 89Q: 3 clusters Score -2801948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2801941.000000 Penalty: 5027.410645
	Iteration 90Q: 3 clusters Score -2801941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2801939.250000 Penalty: 5027.410645
	Iteration 91Q: 3 clusters Score -2801939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2801940.750000 Penalty: 5027.410645
	Iteration 92Q: 3 clusters Score -2801941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2801941.500000 Penalty: 5027.410645
	Iteration 93Q: 3 clusters Score -2801942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2801941.750000 Penalty: 5027.410645
	Iteration 94Q: 3 clusters Score -2801942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2801945.000000 Penalty: 5027.410645
	Iteration 95Q: 3 clusters Score -2801945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2801945.750000 Penalty: 5027.410645
	Iteration 96Q: 3 clusters Score -2801946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2801945.750000 Penalty: 5027.410645
	Iteration 97F: 3 clusters Score -2801946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Entering Unmasked Estep 
Score: -429973.875000 Penalty: 2072.483887
	Iteration 0F: 2 clusters Score -429973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -425995.250000 Penalty: 4144.967773
	Iteration 0F: 3 clusters Score -425995.2 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -427064.562500 Penalty: 4144.967773
	Iteration 1F: 3 clusters Score -427064.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -427422.531250 Penalty: 4144.967773
	Iteration 2F: 3 clusters Score -427422.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -427854.968750 Penalty: 4144.967773
	Iteration 3F: 3 clusters Score -427855 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -428408.843750 Penalty: 4144.967773
	Iteration 4F: 3 clusters Score -428408.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -428827.500000 Penalty: 4144.967773
	Iteration 5F: 3 clusters Score -428827.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -429133.968750 Penalty: 4144.967773
	Iteration 6F: 3 clusters Score -429134 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -429354.625000 Penalty: 4144.967773
	Iteration 7Q: 3 clusters Score -429354.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -429512.093750 Penalty: 4144.967773
	Iteration 8Q: 3 clusters Score -429512.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -429638.125000 Penalty: 4144.967773
	Iteration 9Q: 3 clusters Score -429638.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -429728.125000 Penalty: 4144.967773
	Iteration 10Q: 3 clusters Score -429728.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -429791.093750 Penalty: 4144.967773
	Iteration 11Q: 3 clusters Score -429791.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -429831.375000 Penalty: 4144.967773
	Iteration 12Q: 3 clusters Score -429831.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -429854.750000 Penalty: 4144.967773
	Iteration 13Q: 3 clusters Score -429854.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -429877.500000 Penalty: 4144.967773
	Iteration 14Q: 3 clusters Score -429877.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -429903.812500 Penalty: 4144.967773
	Iteration 15Q: 3 clusters Score -429903.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -429922.718750 Penalty: 4144.967773
	Iteration 16Q: 3 clusters Score -429922.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -429938.562500 Penalty: 4144.967773
	Iteration 17Q: 3 clusters Score -429938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -429944.062500 Penalty: 4144.967773
	Iteration 18Q: 3 clusters Score -429944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -429945.687500 Penalty: 4144.967773
	Iteration 19Q: 3 clusters Score -429945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -429949.437500 Penalty: 4144.967773
	Iteration 20F: 3 clusters Score -429949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -429952.968750 Penalty: 4144.967773
	Iteration 21Q: 3 clusters Score -429953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -429956.562500 Penalty: 4144.967773
	Iteration 22Q: 3 clusters Score -429956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -429960.687500 Penalty: 4144.967773
	Iteration 23Q: 3 clusters Score -429960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -429964.968750 Penalty: 4144.967773
	Iteration 24Q: 3 clusters Score -429965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -429970.281250 Penalty: 4144.967773
	Iteration 25Q: 3 clusters Score -429970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -429973.218750 Penalty: 4144.967773
	Iteration 26Q: 3 clusters Score -429973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -429974.875000 Penalty: 4144.967773
	Iteration 27Q: 3 clusters Score -429974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -429976.968750 Penalty: 4144.967773
	Iteration 28Q: 3 clusters Score -429977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -429977.812500 Penalty: 4144.967773
	Iteration 29Q: 3 clusters Score -429977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -429978.312500 Penalty: 4144.967773
	Iteration 30Q: 3 clusters Score -429978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -429979.812500 Penalty: 4144.967773
	Iteration 31Q: 3 clusters Score -429979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -429980.500000 Penalty: 4144.967773
	Iteration 32Q: 3 clusters Score -429980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -429980.593750 Penalty: 4144.967773
	Iteration 33Q: 3 clusters Score -429980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -429981.187500 Penalty: 4144.967773
	Iteration 34Q: 3 clusters Score -429981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -429981.843750 Penalty: 4144.967773
	Iteration 35Q: 3 clusters Score -429981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -429981.843750 Penalty: 4144.967773
	Iteration 36F: 3 clusters Score -429981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 49854 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98711 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 23128 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32794 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18782 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343745 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15947 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14574 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 2817 members 
Entering Unmasked Estep 
Score: -110919304.000000 Penalty: 161184.531250
Splitting cluster 17 changes total score from -110920024.000000 to -110919304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (23128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Entering Unmasked Estep 
Score: -2647254.750000 Penalty: 2492.102295
	Iteration 0F: 2 clusters Score -2647255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2631280.750000 Penalty: 4984.204590
	Iteration 0F: 3 clusters Score -2631281 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2636825.000000 Penalty: 4984.204590
	Iteration 1F: 3 clusters Score -2636825 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2637217.250000 Penalty: 4984.204590
	Iteration 2Q: 3 clusters Score -2637217 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2637554.750000 Penalty: 4984.204590
	Iteration 3Q: 3 clusters Score -2637555 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2637887.250000 Penalty: 4984.204590
	Iteration 4Q: 3 clusters Score -2637887 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2638223.250000 Penalty: 4984.204590
	Iteration 5Q: 3 clusters Score -2638223 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2638604.000000 Penalty: 4984.204590
	Iteration 6Q: 3 clusters Score -2638604 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2639016.000000 Penalty: 4984.204590
	Iteration 7Q: 3 clusters Score -2639016 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2639482.250000 Penalty: 4984.204590
	Iteration 8Q: 3 clusters Score -2639482 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2640030.750000 Penalty: 4984.204590
	Iteration 9Q: 3 clusters Score -2640031 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2640605.750000 Penalty: 4984.204590
	Iteration 10Q: 3 clusters Score -2640606 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2641194.500000 Penalty: 4984.204590
	Iteration 11Q: 3 clusters Score -2641194 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2641696.250000 Penalty: 4984.204590
	Iteration 12Q: 3 clusters Score -2641696 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2642081.750000 Penalty: 4984.204590
	Iteration 13Q: 3 clusters Score -2642082 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2642377.750000 Penalty: 4984.204590
	Iteration 14Q: 3 clusters Score -2642378 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2642624.000000 Penalty: 4984.204590
	Iteration 15Q: 3 clusters Score -2642624 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2642848.500000 Penalty: 4984.204590
	Iteration 16Q: 3 clusters Score -2642848 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2643044.500000 Penalty: 4984.204590
	Iteration 17Q: 3 clusters Score -2643044 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2643268.750000 Penalty: 4984.204590
	Iteration 18Q: 3 clusters Score -2643269 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2643524.250000 Penalty: 4984.204590
	Iteration 19Q: 3 clusters Score -2643524 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2643837.000000 Penalty: 4984.204590
	Iteration 20F: 3 clusters Score -2643837 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2644140.250000 Penalty: 4984.204590
	Iteration 21Q: 3 clusters Score -2644140 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2644462.000000 Penalty: 4984.204590
	Iteration 22Q: 3 clusters Score -2644462 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2644786.500000 Penalty: 4984.204590
	Iteration 23Q: 3 clusters Score -2644786 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2645094.500000 Penalty: 4984.204590
	Iteration 24Q: 3 clusters Score -2645094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2645396.000000 Penalty: 4984.204590
	Iteration 25Q: 3 clusters Score -2645396 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2645662.250000 Penalty: 4984.204590
	Iteration 26Q: 3 clusters Score -2645662 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2645838.750000 Penalty: 4984.204590
	Iteration 27Q: 3 clusters Score -2645839 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2645987.750000 Penalty: 4984.204590
	Iteration 28Q: 3 clusters Score -2645988 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2646114.000000 Penalty: 4984.204590
	Iteration 29Q: 3 clusters Score -2646114 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2646234.250000 Penalty: 4984.204590
	Iteration 30Q: 3 clusters Score -2646234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2646317.750000 Penalty: 4984.204590
	Iteration 31Q: 3 clusters Score -2646318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2646376.750000 Penalty: 4984.204590
	Iteration 32Q: 3 clusters Score -2646377 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2646426.500000 Penalty: 4984.204590
	Iteration 33Q: 3 clusters Score -2646426 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2646462.000000 Penalty: 4984.204590
	Iteration 34Q: 3 clusters Score -2646462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2646492.500000 Penalty: 4984.204590
	Iteration 35Q: 3 clusters Score -2646492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2646520.750000 Penalty: 4984.204590
	Iteration 36Q: 3 clusters Score -2646521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2646529.000000 Penalty: 4984.204590
	Iteration 37Q: 3 clusters Score -2646529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2646534.500000 Penalty: 4984.204590
	Iteration 38Q: 3 clusters Score -2646534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2646545.500000 Penalty: 4984.204590
	Iteration 39Q: 3 clusters Score -2646546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2646640.250000 Penalty: 4984.204590
	Iteration 40F: 3 clusters Score -2646640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2646708.000000 Penalty: 4984.204590
	Iteration 41Q: 3 clusters Score -2646708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2646772.750000 Penalty: 4984.204590
	Iteration 42Q: 3 clusters Score -2646773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2646820.500000 Penalty: 4984.204590
	Iteration 43Q: 3 clusters Score -2646820 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2646870.750000 Penalty: 4984.204590
	Iteration 44Q: 3 clusters Score -2646871 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2646925.500000 Penalty: 4984.204590
	Iteration 45Q: 3 clusters Score -2646926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2646979.500000 Penalty: 4984.204590
	Iteration 46Q: 3 clusters Score -2646980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2647008.000000 Penalty: 4984.204590
	Iteration 47Q: 3 clusters Score -2647008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2647039.750000 Penalty: 4984.204590
	Iteration 48Q: 3 clusters Score -2647040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2647056.000000 Penalty: 4984.204590
	Iteration 49Q: 3 clusters Score -2647056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2647063.500000 Penalty: 4984.204590
	Iteration 50Q: 3 clusters Score -2647064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2647074.500000 Penalty: 4984.204590
	Iteration 51Q: 3 clusters Score -2647074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2647094.500000 Penalty: 4984.204590
	Iteration 52Q: 3 clusters Score -2647094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2647095.250000 Penalty: 4984.204590
	Iteration 53Q: 3 clusters Score -2647095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2647096.500000 Penalty: 4984.204590
	Iteration 54Q: 3 clusters Score -2647096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2647102.250000 Penalty: 4984.204590
	Iteration 55Q: 3 clusters Score -2647102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2647109.500000 Penalty: 4984.204590
	Iteration 56Q: 3 clusters Score -2647110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2647108.250000 Penalty: 4984.204590
	Iteration 57Q: 3 clusters Score -2647108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2647108.000000 Penalty: 4984.204590
	Iteration 58Q: 3 clusters Score -2647108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2647116.750000 Penalty: 4984.204590
	Iteration 59Q: 3 clusters Score -2647117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2647114.250000 Penalty: 4984.204590
	Iteration 60F: 3 clusters Score -2647114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2647125.000000 Penalty: 4984.204590
	Iteration 61Q: 3 clusters Score -2647125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2647123.500000 Penalty: 4984.204590
	Iteration 62Q: 3 clusters Score -2647124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2647123.500000 Penalty: 4984.204590
	Iteration 63Q: 3 clusters Score -2647124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2647123.250000 Penalty: 4984.204590
	Iteration 64Q: 3 clusters Score -2647123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2647122.750000 Penalty: 4984.204590
	Iteration 65Q: 3 clusters Score -2647123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2647123.500000 Penalty: 4984.204590
	Iteration 66Q: 3 clusters Score -2647124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2647127.250000 Penalty: 4984.204590
	Iteration 67Q: 3 clusters Score -2647127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2647128.500000 Penalty: 4984.204590
	Iteration 68Q: 3 clusters Score -2647128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2647126.000000 Penalty: 4984.204590
	Iteration 69Q: 3 clusters Score -2647126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2647127.250000 Penalty: 4984.204590
	Iteration 70Q: 3 clusters Score -2647127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2647125.500000 Penalty: 4984.204590
	Iteration 71Q: 3 clusters Score -2647126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2647134.750000 Penalty: 4984.204590
	Iteration 72Q: 3 clusters Score -2647135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2647133.500000 Penalty: 4984.204590
	Iteration 73Q: 3 clusters Score -2647134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2647135.500000 Penalty: 4984.204590
	Iteration 74Q: 3 clusters Score -2647136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2647135.500000 Penalty: 4984.204590
	Iteration 75F: 3 clusters Score -2647136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Entering Unmasked Estep 
Score: -964665.000000 Penalty: 2249.228027
	Iteration 0F: 2 clusters Score -964665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -957782.562500 Penalty: 4498.456055
	Iteration 0F: 3 clusters Score -957782.6 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -959683.125000 Penalty: 4498.456055
	Iteration 1F: 3 clusters Score -959683.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -959989.187500 Penalty: 4498.456055
	Iteration 2F: 3 clusters Score -959989.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -960222.750000 Penalty: 4498.456055
	Iteration 3F: 3 clusters Score -960222.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -960462.000000 Penalty: 4498.456055
	Iteration 4Q: 3 clusters Score -960462 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -960674.375000 Penalty: 4498.456055
	Iteration 5Q: 3 clusters Score -960674.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -960865.250000 Penalty: 4498.456055
	Iteration 6Q: 3 clusters Score -960865.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -961048.750000 Penalty: 4498.456055
	Iteration 7Q: 3 clusters Score -961048.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -961219.937500 Penalty: 4498.456055
	Iteration 8Q: 3 clusters Score -961219.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -961355.250000 Penalty: 4498.456055
	Iteration 9Q: 3 clusters Score -961355.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -961475.125000 Penalty: 4498.456055
	Iteration 10Q: 3 clusters Score -961475.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -961581.062500 Penalty: 4498.456055
	Iteration 11Q: 3 clusters Score -961581.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -961690.687500 Penalty: 4498.456055
	Iteration 12Q: 3 clusters Score -961690.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -961792.687500 Penalty: 4498.456055
	Iteration 13Q: 3 clusters Score -961792.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -961892.125000 Penalty: 4498.456055
	Iteration 14Q: 3 clusters Score -961892.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -961979.625000 Penalty: 4498.456055
	Iteration 15Q: 3 clusters Score -961979.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -962057.250000 Penalty: 4498.456055
	Iteration 16Q: 3 clusters Score -962057.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -962131.250000 Penalty: 4498.456055
	Iteration 17Q: 3 clusters Score -962131.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -962189.125000 Penalty: 4498.456055
	Iteration 18Q: 3 clusters Score -962189.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -962241.687500 Penalty: 4498.456055
	Iteration 19Q: 3 clusters Score -962241.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -962294.937500 Penalty: 4498.456055
	Iteration 20F: 3 clusters Score -962294.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -962343.062500 Penalty: 4498.456055
	Iteration 21Q: 3 clusters Score -962343.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -962379.500000 Penalty: 4498.456055
	Iteration 22Q: 3 clusters Score -962379.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -962414.500000 Penalty: 4498.456055
	Iteration 23Q: 3 clusters Score -962414.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -962445.312500 Penalty: 4498.456055
	Iteration 24Q: 3 clusters Score -962445.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -962465.312500 Penalty: 4498.456055
	Iteration 25Q: 3 clusters Score -962465.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -962492.125000 Penalty: 4498.456055
	Iteration 26Q: 3 clusters Score -962492.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -962518.000000 Penalty: 4498.456055
	Iteration 27Q: 3 clusters Score -962518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -962533.812500 Penalty: 4498.456055
	Iteration 28Q: 3 clusters Score -962533.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -962551.312500 Penalty: 4498.456055
	Iteration 29Q: 3 clusters Score -962551.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -962558.750000 Penalty: 4498.456055
	Iteration 30Q: 3 clusters Score -962558.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -962565.375000 Penalty: 4498.456055
	Iteration 31Q: 3 clusters Score -962565.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -962575.875000 Penalty: 4498.456055
	Iteration 32Q: 3 clusters Score -962575.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -962583.500000 Penalty: 4498.456055
	Iteration 33Q: 3 clusters Score -962583.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -962595.500000 Penalty: 4498.456055
	Iteration 34Q: 3 clusters Score -962595.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -962605.375000 Penalty: 4498.456055
	Iteration 35Q: 3 clusters Score -962605.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -962613.500000 Penalty: 4498.456055
	Iteration 36Q: 3 clusters Score -962613.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -962622.625000 Penalty: 4498.456055
	Iteration 37Q: 3 clusters Score -962622.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -962630.625000 Penalty: 4498.456055
	Iteration 38Q: 3 clusters Score -962630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -962637.000000 Penalty: 4498.456055
	Iteration 39Q: 3 clusters Score -962637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -962641.062500 Penalty: 4498.456055
	Iteration 40F: 3 clusters Score -962641.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -962650.875000 Penalty: 4498.456055
	Iteration 41Q: 3 clusters Score -962650.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -962658.562500 Penalty: 4498.456055
	Iteration 42Q: 3 clusters Score -962658.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -962664.937500 Penalty: 4498.456055
	Iteration 43Q: 3 clusters Score -962664.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -962671.125000 Penalty: 4498.456055
	Iteration 44Q: 3 clusters Score -962671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -962674.937500 Penalty: 4498.456055
	Iteration 45Q: 3 clusters Score -962674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -962678.375000 Penalty: 4498.456055
	Iteration 46Q: 3 clusters Score -962678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -962683.062500 Penalty: 4498.456055
	Iteration 47Q: 3 clusters Score -962683.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -962688.687500 Penalty: 4498.456055
	Iteration 48Q: 3 clusters Score -962688.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -962690.562500 Penalty: 4498.456055
	Iteration 49Q: 3 clusters Score -962690.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -962694.312500 Penalty: 4498.456055
	Iteration 50Q: 3 clusters Score -962694.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -962701.125000 Penalty: 4498.456055
	Iteration 51Q: 3 clusters Score -962701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -962704.750000 Penalty: 4498.456055
	Iteration 52Q: 3 clusters Score -962704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -962708.625000 Penalty: 4498.456055
	Iteration 53Q: 3 clusters Score -962708.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -962711.687500 Penalty: 4498.456055
	Iteration 54Q: 3 clusters Score -962711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -962715.375000 Penalty: 4498.456055
	Iteration 55Q: 3 clusters Score -962715.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -962720.187500 Penalty: 4498.456055
	Iteration 56Q: 3 clusters Score -962720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -962722.062500 Penalty: 4498.456055
	Iteration 57Q: 3 clusters Score -962722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -962724.187500 Penalty: 4498.456055
	Iteration 58Q: 3 clusters Score -962724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -962724.937500 Penalty: 4498.456055
	Iteration 59Q: 3 clusters Score -962724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -962729.500000 Penalty: 4498.456055
	Iteration 60F: 3 clusters Score -962729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -962732.437500 Penalty: 4498.456055
	Iteration 61Q: 3 clusters Score -962732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -962736.125000 Penalty: 4498.456055
	Iteration 62Q: 3 clusters Score -962736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -962737.125000 Penalty: 4498.456055
	Iteration 63Q: 3 clusters Score -962737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -962743.937500 Penalty: 4498.456055
	Iteration 64Q: 3 clusters Score -962743.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -962751.187500 Penalty: 4498.456055
	Iteration 65Q: 3 clusters Score -962751.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -962756.812500 Penalty: 4498.456055
	Iteration 66Q: 3 clusters Score -962756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -962762.062500 Penalty: 4498.456055
	Iteration 67Q: 3 clusters Score -962762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -962766.437500 Penalty: 4498.456055
	Iteration 68Q: 3 clusters Score -962766.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -962773.812500 Penalty: 4498.456055
	Iteration 69Q: 3 clusters Score -962773.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -962781.500000 Penalty: 4498.456055
	Iteration 70Q: 3 clusters Score -962781.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -962788.687500 Penalty: 4498.456055
	Iteration 71Q: 3 clusters Score -962788.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -962799.250000 Penalty: 4498.456055
	Iteration 72Q: 3 clusters Score -962799.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -962812.812500 Penalty: 4498.456055
	Iteration 73Q: 3 clusters Score -962812.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -962826.875000 Penalty: 4498.456055
	Iteration 74Q: 3 clusters Score -962826.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -962841.187500 Penalty: 4498.456055
	Iteration 75Q: 3 clusters Score -962841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -962852.375000 Penalty: 4498.456055
	Iteration 76Q: 3 clusters Score -962852.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -962864.500000 Penalty: 4498.456055
	Iteration 77Q: 3 clusters Score -962864.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -962877.187500 Penalty: 4498.456055
	Iteration 78Q: 3 clusters Score -962877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -962886.687500 Penalty: 4498.456055
	Iteration 79Q: 3 clusters Score -962886.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -962896.562500 Penalty: 4498.456055
	Iteration 80F: 3 clusters Score -962896.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -962910.812500 Penalty: 4498.456055
	Iteration 81Q: 3 clusters Score -962910.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -962921.875000 Penalty: 4498.456055
	Iteration 82Q: 3 clusters Score -962921.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -962934.000000 Penalty: 4498.456055
	Iteration 83Q: 3 clusters Score -962934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -962948.500000 Penalty: 4498.456055
	Iteration 84Q: 3 clusters Score -962948.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -962971.187500 Penalty: 4498.456055
	Iteration 85Q: 3 clusters Score -962971.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -962992.562500 Penalty: 4498.456055
	Iteration 86Q: 3 clusters Score -962992.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -963014.125000 Penalty: 4498.456055
	Iteration 87Q: 3 clusters Score -963014.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -963025.062500 Penalty: 4498.456055
	Iteration 88Q: 3 clusters Score -963025.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -963034.500000 Penalty: 4498.456055
	Iteration 89Q: 3 clusters Score -963034.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -963043.250000 Penalty: 4498.456055
	Iteration 90Q: 3 clusters Score -963043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -963055.937500 Penalty: 4498.456055
	Iteration 91Q: 3 clusters Score -963055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -963066.500000 Penalty: 4498.456055
	Iteration 92Q: 3 clusters Score -963066.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -963073.250000 Penalty: 4498.456055
	Iteration 93Q: 3 clusters Score -963073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -963082.625000 Penalty: 4498.456055
	Iteration 94Q: 3 clusters Score -963082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -963087.750000 Penalty: 4498.456055
	Iteration 95Q: 3 clusters Score -963087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -963090.625000 Penalty: 4498.456055
	Iteration 96Q: 3 clusters Score -963090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -963092.125000 Penalty: 4498.456055
	Iteration 97Q: 3 clusters Score -963092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -963092.312500 Penalty: 4498.456055
	Iteration 98Q: 3 clusters Score -963092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -963097.187500 Penalty: 4498.456055
	Iteration 99Q: 3 clusters Score -963097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -963101.812500 Penalty: 4498.456055
	Iteration 100F: 3 clusters Score -963101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -963105.500000 Penalty: 4498.456055
	Iteration 101Q: 3 clusters Score -963105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -963106.312500 Penalty: 4498.456055
	Iteration 102Q: 3 clusters Score -963106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -963108.187500 Penalty: 4498.456055
	Iteration 103Q: 3 clusters Score -963108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -963108.250000 Penalty: 4498.456055
	Iteration 104Q: 3 clusters Score -963108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -963109.937500 Penalty: 4498.456055
	Iteration 105Q: 3 clusters Score -963109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -963109.500000 Penalty: 4498.456055
	Iteration 106Q: 3 clusters Score -963109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -963113.437500 Penalty: 4498.456055
	Iteration 107Q: 3 clusters Score -963113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -963114.812500 Penalty: 4498.456055
	Iteration 108Q: 3 clusters Score -963114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -963116.625000 Penalty: 4498.456055
	Iteration 109Q: 3 clusters Score -963116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -963119.000000 Penalty: 4498.456055
	Iteration 110Q: 3 clusters Score -963119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -963119.000000 Penalty: 4498.456055
	Iteration 111Q: 3 clusters Score -963119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -963121.125000 Penalty: 4498.456055
	Iteration 112Q: 3 clusters Score -963121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -963125.812500 Penalty: 4498.456055
	Iteration 113Q: 3 clusters Score -963125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -963130.375000 Penalty: 4498.456055
	Iteration 114Q: 3 clusters Score -963130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -963138.812500 Penalty: 4498.456055
	Iteration 115Q: 3 clusters Score -963138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -963143.000000 Penalty: 4498.456055
	Iteration 116Q: 3 clusters Score -963143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -963144.250000 Penalty: 4498.456055
	Iteration 117Q: 3 clusters Score -963144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -963145.125000 Penalty: 4498.456055
	Iteration 118Q: 3 clusters Score -963145.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -963147.687500 Penalty: 4498.456055
	Iteration 119Q: 3 clusters Score -963147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -963148.062500 Penalty: 4498.456055
	Iteration 120F: 3 clusters Score -963148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -963148.312500 Penalty: 4498.456055
	Iteration 121Q: 3 clusters Score -963148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -963149.500000 Penalty: 4498.456055
	Iteration 122Q: 3 clusters Score -963149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -963149.500000 Penalty: 4498.456055
	Iteration 123F: 3 clusters Score -963149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -514785.250000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -514785.2 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 2284 members 
Entering Unmasked Estep 
Score: -510369.375000 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -510369.4 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -511441.500000 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -511441.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -511710.875000 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -511710.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -511908.406250 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -511908.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -512070.812500 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -512070.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -512171.687500 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -512171.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -512256.656250 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -512256.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -512342.093750 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -512342.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -512419.031250 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -512419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -512479.375000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -512479.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -512531.312500 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -512531.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -512584.406250 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -512584.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -512632.812500 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -512632.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -512674.281250 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -512674.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -512711.843750 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -512711.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -512747.968750 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -512748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -512778.843750 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -512778.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -512805.781250 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -512805.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -512826.718750 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -512826.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -512849.531250 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -512849.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -512863.562500 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -512863.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -512873.468750 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -512873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -512888.406250 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -512888.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -512900.375000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -512900.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -512912.281250 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -512912.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -512927.468750 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -512927.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -512937.312500 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -512937.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -512945.906250 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -512945.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -512954.781250 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -512954.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -512963.656250 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -512963.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -512973.406250 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -512973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -512978.093750 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -512978.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -512988.468750 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -512988.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -512995.562500 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -512995.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -513001.375000 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -513001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -513003.500000 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -513003.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -513005.156250 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -513005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -513008.187500 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -513008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -513007.500000 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -513007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -513007.656250 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -513007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -513010.875000 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -513010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -513011.718750 Penalty: 4199.608398
	Iteration 41Q: 3 clusters Score -513011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -513014.093750 Penalty: 4199.608398
	Iteration 42Q: 3 clusters Score -513014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -513015.187500 Penalty: 4199.608398
	Iteration 43Q: 3 clusters Score -513015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -513016.000000 Penalty: 4199.608398
	Iteration 44Q: 3 clusters Score -513016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -513017.000000 Penalty: 4199.608398
	Iteration 45Q: 3 clusters Score -513017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -513017.187500 Penalty: 4199.608398
	Iteration 46Q: 3 clusters Score -513017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -513016.531250 Penalty: 4199.608398
	Iteration 47Q: 3 clusters Score -513016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -513018.531250 Penalty: 4199.608398
	Iteration 48Q: 3 clusters Score -513018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -513019.437500 Penalty: 4199.608398
	Iteration 49Q: 3 clusters Score -513019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -513019.656250 Penalty: 4199.608398
	Iteration 50Q: 3 clusters Score -513019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -513020.281250 Penalty: 4199.608398
	Iteration 51Q: 3 clusters Score -513020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -513020.906250 Penalty: 4199.608398
	Iteration 52Q: 3 clusters Score -513020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -513021.062500 Penalty: 4199.608398
	Iteration 53Q: 3 clusters Score -513021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -513023.343750 Penalty: 4199.608398
	Iteration 54Q: 3 clusters Score -513023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -513023.625000 Penalty: 4199.608398
	Iteration 55Q: 3 clusters Score -513023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -513024.531250 Penalty: 4199.608398
	Iteration 56Q: 3 clusters Score -513024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -513027.812500 Penalty: 4199.608398
	Iteration 57Q: 3 clusters Score -513027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -513028.843750 Penalty: 4199.608398
	Iteration 58Q: 3 clusters Score -513028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -513031.468750 Penalty: 4199.608398
	Iteration 59Q: 3 clusters Score -513031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -513031.062500 Penalty: 4199.608398
	Iteration 60F: 3 clusters Score -513031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -513033.781250 Penalty: 4199.608398
	Iteration 61Q: 3 clusters Score -513033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -513035.562500 Penalty: 4199.608398
	Iteration 62Q: 3 clusters Score -513035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -513036.437500 Penalty: 4199.608398
	Iteration 63Q: 3 clusters Score -513036.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -513037.218750 Penalty: 4199.608398
	Iteration 64Q: 3 clusters Score -513037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -513038.781250 Penalty: 4199.608398
	Iteration 65Q: 3 clusters Score -513038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -513041.125000 Penalty: 4199.608398
	Iteration 66Q: 3 clusters Score -513041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -513042.500000 Penalty: 4199.608398
	Iteration 67Q: 3 clusters Score -513042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -513042.531250 Penalty: 4199.608398
	Iteration 68Q: 3 clusters Score -513042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -513043.187500 Penalty: 4199.608398
	Iteration 69Q: 3 clusters Score -513043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -513043.218750 Penalty: 4199.608398
	Iteration 70Q: 3 clusters Score -513043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -513043.281250 Penalty: 4199.608398
	Iteration 71Q: 3 clusters Score -513043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -513043.437500 Penalty: 4199.608398
	Iteration 72Q: 3 clusters Score -513043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -513043.937500 Penalty: 4199.608398
	Iteration 73Q: 3 clusters Score -513043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -513044.875000 Penalty: 4199.608398
	Iteration 74Q: 3 clusters Score -513044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -513045.406250 Penalty: 4199.608398
	Iteration 75Q: 3 clusters Score -513045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -513045.750000 Penalty: 4199.608398
	Iteration 76Q: 3 clusters Score -513045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -513046.375000 Penalty: 4199.608398
	Iteration 77Q: 3 clusters Score -513046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -513046.375000 Penalty: 4199.608398
	Iteration 78F: 3 clusters Score -513046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34815.953125 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34815.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33513.898438 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33513.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33957.734375 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33957.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34327.949219 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -34327.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34572.738281 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -34572.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34674.777344 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -34674.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34744.097656 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -34744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34795.964844 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -34795.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34861.039062 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -34861.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34870.250000 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -34870.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34875.855469 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -34875.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34875.855469 Penalty: 2961.745850
	Iteration 10F: 3 clusters Score -34875.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 49854 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98711 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23128 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 130 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32794 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18782 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343745 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15947 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14574 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 262 members 
Entering Unmasked Estep 
Score: -110918976.000000 Penalty: 161184.531250
Splitting cluster 21 changes total score from -110920024.000000 to -110918976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -480346.343750 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -480346.3 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 2173 members 
Entering Unmasked Estep 
Score: -476236.906250 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -476236.9 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -477148.687500 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -477148.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -477330.468750 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -477330.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -477454.562500 Penalty: 4160.106934
	Iteration 3Q: 3 clusters Score -477454.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -477538.562500 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -477538.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -477607.468750 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -477607.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -477661.281250 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -477661.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -477706.656250 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -477706.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -477750.500000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -477750.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -477791.562500 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -477791.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -477829.125000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -477829.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -477879.281250 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -477879.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -477953.687500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -477953.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -478024.968750 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -478025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -478080.937500 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -478080.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -478138.593750 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -478138.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -478201.812500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -478201.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -478269.875000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -478269.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -478322.156250 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -478322.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -478377.625000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -478377.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -478423.937500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -478423.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -478460.187500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -478460.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -478495.375000 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -478495.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -478530.593750 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -478530.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -478561.250000 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -478561.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -478592.781250 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -478592.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -478618.656250 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -478618.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -478636.343750 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -478636.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -478651.281250 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -478651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -478671.218750 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -478671.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -478695.500000 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -478695.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -478709.843750 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -478709.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -478721.343750 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -478721.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -478733.875000 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -478733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -478746.968750 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -478747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -478755.781250 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -478755.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -478767.343750 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -478767.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -478778.718750 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -478778.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -478789.843750 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -478789.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -478804.093750 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -478804.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -478814.125000 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -478814.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -478826.312500 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -478826.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -478838.187500 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -478838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -478851.875000 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -478851.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -478861.437500 Penalty: 4160.106934
	Iteration 44Q: 3 clusters Score -478861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -478868.125000 Penalty: 4160.106934
	Iteration 45Q: 3 clusters Score -478868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -478873.343750 Penalty: 4160.106934
	Iteration 46Q: 3 clusters Score -478873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -478878.093750 Penalty: 4160.106934
	Iteration 47Q: 3 clusters Score -478878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -478882.218750 Penalty: 4160.106934
	Iteration 48Q: 3 clusters Score -478882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -478884.781250 Penalty: 4160.106934
	Iteration 49Q: 3 clusters Score -478884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -478887.218750 Penalty: 4160.106934
	Iteration 50Q: 3 clusters Score -478887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -478891.500000 Penalty: 4160.106934
	Iteration 51Q: 3 clusters Score -478891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -478895.218750 Penalty: 4160.106934
	Iteration 52Q: 3 clusters Score -478895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -478899.000000 Penalty: 4160.106934
	Iteration 53Q: 3 clusters Score -478899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -478900.812500 Penalty: 4160.106934
	Iteration 54Q: 3 clusters Score -478900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -478903.031250 Penalty: 4160.106934
	Iteration 55Q: 3 clusters Score -478903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -478903.375000 Penalty: 4160.106934
	Iteration 56Q: 3 clusters Score -478903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -478904.218750 Penalty: 4160.106934
	Iteration 57Q: 3 clusters Score -478904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -478904.531250 Penalty: 4160.106934
	Iteration 58Q: 3 clusters Score -478904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -478904.843750 Penalty: 4160.106934
	Iteration 59Q: 3 clusters Score -478904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -478906.812500 Penalty: 4160.106934
	Iteration 60F: 3 clusters Score -478906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -478909.000000 Penalty: 4160.106934
	Iteration 61Q: 3 clusters Score -478909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -478909.968750 Penalty: 4160.106934
	Iteration 62Q: 3 clusters Score -478910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -478911.968750 Penalty: 4160.106934
	Iteration 63Q: 3 clusters Score -478912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -478913.187500 Penalty: 4160.106934
	Iteration 64Q: 3 clusters Score -478913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -478914.437500 Penalty: 4160.106934
	Iteration 65Q: 3 clusters Score -478914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -478916.718750 Penalty: 4160.106934
	Iteration 66Q: 3 clusters Score -478916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -478915.593750 Penalty: 4160.106934
	Iteration 67Q: 3 clusters Score -478915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -478915.593750 Penalty: 4160.106934
	Iteration 68F: 3 clusters Score -478915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
Score: -1378679.000000 Penalty: 2352.038086
	Iteration 0F: 2 clusters Score -1378679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1369062.750000 Penalty: 4704.076172
	Iteration 0F: 3 clusters Score -1369063 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1372027.125000 Penalty: 4704.076172
	Iteration 1F: 3 clusters Score -1372027 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1372373.625000 Penalty: 4704.076172
	Iteration 2F: 3 clusters Score -1372374 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1372628.250000 Penalty: 4704.076172
	Iteration 3Q: 3 clusters Score -1372628 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1372849.625000 Penalty: 4704.076172
	Iteration 4Q: 3 clusters Score -1372850 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1373024.250000 Penalty: 4704.076172
	Iteration 5Q: 3 clusters Score -1373024 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1373236.500000 Penalty: 4704.076172
	Iteration 6Q: 3 clusters Score -1373236 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1373443.875000 Penalty: 4704.076172
	Iteration 7Q: 3 clusters Score -1373444 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1373666.125000 Penalty: 4704.076172
	Iteration 8Q: 3 clusters Score -1373666 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1373873.875000 Penalty: 4704.076172
	Iteration 9Q: 3 clusters Score -1373874 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1374068.250000 Penalty: 4704.076172
	Iteration 10Q: 3 clusters Score -1374068 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1374252.375000 Penalty: 4704.076172
	Iteration 11Q: 3 clusters Score -1374252 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1374446.125000 Penalty: 4704.076172
	Iteration 12Q: 3 clusters Score -1374446 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1374668.750000 Penalty: 4704.076172
	Iteration 13Q: 3 clusters Score -1374669 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1374893.125000 Penalty: 4704.076172
	Iteration 14Q: 3 clusters Score -1374893 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1375107.750000 Penalty: 4704.076172
	Iteration 15Q: 3 clusters Score -1375108 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1375338.000000 Penalty: 4704.076172
	Iteration 16Q: 3 clusters Score -1375338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1375561.625000 Penalty: 4704.076172
	Iteration 17Q: 3 clusters Score -1375562 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1375759.375000 Penalty: 4704.076172
	Iteration 18Q: 3 clusters Score -1375759 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1375943.875000 Penalty: 4704.076172
	Iteration 19Q: 3 clusters Score -1375944 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1376119.875000 Penalty: 4704.076172
	Iteration 20F: 3 clusters Score -1376120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1376267.750000 Penalty: 4704.076172
	Iteration 21Q: 3 clusters Score -1376268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1376373.625000 Penalty: 4704.076172
	Iteration 22Q: 3 clusters Score -1376374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1376440.500000 Penalty: 4704.076172
	Iteration 23Q: 3 clusters Score -1376440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1376485.875000 Penalty: 4704.076172
	Iteration 24Q: 3 clusters Score -1376486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1376516.000000 Penalty: 4704.076172
	Iteration 25Q: 3 clusters Score -1376516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1376545.000000 Penalty: 4704.076172
	Iteration 26Q: 3 clusters Score -1376545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1376567.750000 Penalty: 4704.076172
	Iteration 27Q: 3 clusters Score -1376568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1376588.875000 Penalty: 4704.076172
	Iteration 28Q: 3 clusters Score -1376589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1376610.500000 Penalty: 4704.076172
	Iteration 29Q: 3 clusters Score -1376610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1376636.500000 Penalty: 4704.076172
	Iteration 30Q: 3 clusters Score -1376636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1376652.375000 Penalty: 4704.076172
	Iteration 31Q: 3 clusters Score -1376652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1376667.250000 Penalty: 4704.076172
	Iteration 32Q: 3 clusters Score -1376667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1376670.875000 Penalty: 4704.076172
	Iteration 33Q: 3 clusters Score -1376671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1376678.250000 Penalty: 4704.076172
	Iteration 34Q: 3 clusters Score -1376678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1376686.125000 Penalty: 4704.076172
	Iteration 35Q: 3 clusters Score -1376686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1376697.875000 Penalty: 4704.076172
	Iteration 36Q: 3 clusters Score -1376698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1376699.750000 Penalty: 4704.076172
	Iteration 37Q: 3 clusters Score -1376700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1376705.375000 Penalty: 4704.076172
	Iteration 38Q: 3 clusters Score -1376705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1376710.625000 Penalty: 4704.076172
	Iteration 39Q: 3 clusters Score -1376711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1376715.125000 Penalty: 4704.076172
	Iteration 40F: 3 clusters Score -1376715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1376722.250000 Penalty: 4704.076172
	Iteration 41Q: 3 clusters Score -1376722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1376729.375000 Penalty: 4704.076172
	Iteration 42Q: 3 clusters Score -1376729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1376729.875000 Penalty: 4704.076172
	Iteration 43Q: 3 clusters Score -1376730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1376732.500000 Penalty: 4704.076172
	Iteration 44Q: 3 clusters Score -1376732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1376734.875000 Penalty: 4704.076172
	Iteration 45Q: 3 clusters Score -1376735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1376737.250000 Penalty: 4704.076172
	Iteration 46Q: 3 clusters Score -1376737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1376737.625000 Penalty: 4704.076172
	Iteration 47Q: 3 clusters Score -1376738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1376737.750000 Penalty: 4704.076172
	Iteration 48Q: 3 clusters Score -1376738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1376738.750000 Penalty: 4704.076172
	Iteration 49Q: 3 clusters Score -1376739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1376736.125000 Penalty: 4704.076172
	Iteration 50Q: 3 clusters Score -1376736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1376736.125000 Penalty: 4704.076172
	Iteration 51F: 3 clusters Score -1376736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -578391.250000 Penalty: 2120.315918
	Iteration 0F: 2 clusters Score -578391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -573738.750000 Penalty: 4240.631836
	Iteration 0F: 3 clusters Score -573738.8 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -574868.312500 Penalty: 4240.631836
	Iteration 1F: 3 clusters Score -574868.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -575051.250000 Penalty: 4240.631836
	Iteration 2F: 3 clusters Score -575051.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -575167.125000 Penalty: 4240.631836
	Iteration 3Q: 3 clusters Score -575167.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -575256.625000 Penalty: 4240.631836
	Iteration 4Q: 3 clusters Score -575256.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -575328.562500 Penalty: 4240.631836
	Iteration 5Q: 3 clusters Score -575328.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -575380.875000 Penalty: 4240.631836
	Iteration 6Q: 3 clusters Score -575380.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -575423.187500 Penalty: 4240.631836
	Iteration 7Q: 3 clusters Score -575423.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -575453.000000 Penalty: 4240.631836
	Iteration 8Q: 3 clusters Score -575453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -575473.562500 Penalty: 4240.631836
	Iteration 9Q: 3 clusters Score -575473.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -575494.937500 Penalty: 4240.631836
	Iteration 10Q: 3 clusters Score -575494.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -575514.000000 Penalty: 4240.631836
	Iteration 11Q: 3 clusters Score -575514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -575527.375000 Penalty: 4240.631836
	Iteration 12Q: 3 clusters Score -575527.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -575543.687500 Penalty: 4240.631836
	Iteration 13Q: 3 clusters Score -575543.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -575560.250000 Penalty: 4240.631836
	Iteration 14Q: 3 clusters Score -575560.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -575571.375000 Penalty: 4240.631836
	Iteration 15Q: 3 clusters Score -575571.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -575582.062500 Penalty: 4240.631836
	Iteration 16Q: 3 clusters Score -575582.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -575594.062500 Penalty: 4240.631836
	Iteration 17Q: 3 clusters Score -575594.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -575605.750000 Penalty: 4240.631836
	Iteration 18Q: 3 clusters Score -575605.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -575618.000000 Penalty: 4240.631836
	Iteration 19Q: 3 clusters Score -575618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -575631.187500 Penalty: 4240.631836
	Iteration 20F: 3 clusters Score -575631.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -575643.312500 Penalty: 4240.631836
	Iteration 21Q: 3 clusters Score -575643.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -575654.000000 Penalty: 4240.631836
	Iteration 22Q: 3 clusters Score -575654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -575666.312500 Penalty: 4240.631836
	Iteration 23Q: 3 clusters Score -575666.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -575679.625000 Penalty: 4240.631836
	Iteration 24Q: 3 clusters Score -575679.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -575693.437500 Penalty: 4240.631836
	Iteration 25Q: 3 clusters Score -575693.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -575704.375000 Penalty: 4240.631836
	Iteration 26Q: 3 clusters Score -575704.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -575716.500000 Penalty: 4240.631836
	Iteration 27Q: 3 clusters Score -575716.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -575734.937500 Penalty: 4240.631836
	Iteration 28Q: 3 clusters Score -575734.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -575764.750000 Penalty: 4240.631836
	Iteration 29Q: 3 clusters Score -575764.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -575793.250000 Penalty: 4240.631836
	Iteration 30Q: 3 clusters Score -575793.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -575822.250000 Penalty: 4240.631836
	Iteration 31Q: 3 clusters Score -575822.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -575852.937500 Penalty: 4240.631836
	Iteration 32Q: 3 clusters Score -575852.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -575892.312500 Penalty: 4240.631836
	Iteration 33Q: 3 clusters Score -575892.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -575944.500000 Penalty: 4240.631836
	Iteration 34Q: 3 clusters Score -575944.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -575999.062500 Penalty: 4240.631836
	Iteration 35Q: 3 clusters Score -575999.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -576059.250000 Penalty: 4240.631836
	Iteration 36Q: 3 clusters Score -576059.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -576110.250000 Penalty: 4240.631836
	Iteration 37Q: 3 clusters Score -576110.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -576150.125000 Penalty: 4240.631836
	Iteration 38Q: 3 clusters Score -576150.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -576186.000000 Penalty: 4240.631836
	Iteration 39Q: 3 clusters Score -576186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -576219.250000 Penalty: 4240.631836
	Iteration 40F: 3 clusters Score -576219.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -576251.937500 Penalty: 4240.631836
	Iteration 41Q: 3 clusters Score -576251.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -576293.687500 Penalty: 4240.631836
	Iteration 42Q: 3 clusters Score -576293.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -576332.750000 Penalty: 4240.631836
	Iteration 43Q: 3 clusters Score -576332.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -576357.437500 Penalty: 4240.631836
	Iteration 44Q: 3 clusters Score -576357.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -576387.500000 Penalty: 4240.631836
	Iteration 45Q: 3 clusters Score -576387.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -576411.625000 Penalty: 4240.631836
	Iteration 46Q: 3 clusters Score -576411.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -576432.875000 Penalty: 4240.631836
	Iteration 47Q: 3 clusters Score -576432.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -576450.812500 Penalty: 4240.631836
	Iteration 48Q: 3 clusters Score -576450.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -576468.937500 Penalty: 4240.631836
	Iteration 49Q: 3 clusters Score -576468.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -576487.437500 Penalty: 4240.631836
	Iteration 50Q: 3 clusters Score -576487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -576505.375000 Penalty: 4240.631836
	Iteration 51Q: 3 clusters Score -576505.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -576520.125000 Penalty: 4240.631836
	Iteration 52Q: 3 clusters Score -576520.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -576526.312500 Penalty: 4240.631836
	Iteration 53Q: 3 clusters Score -576526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -576532.625000 Penalty: 4240.631836
	Iteration 54Q: 3 clusters Score -576532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -576538.625000 Penalty: 4240.631836
	Iteration 55Q: 3 clusters Score -576538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -576546.125000 Penalty: 4240.631836
	Iteration 56Q: 3 clusters Score -576546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -576552.312500 Penalty: 4240.631836
	Iteration 57Q: 3 clusters Score -576552.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -576559.562500 Penalty: 4240.631836
	Iteration 58Q: 3 clusters Score -576559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -576568.375000 Penalty: 4240.631836
	Iteration 59Q: 3 clusters Score -576568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -576576.062500 Penalty: 4240.631836
	Iteration 60F: 3 clusters Score -576576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -576580.062500 Penalty: 4240.631836
	Iteration 61Q: 3 clusters Score -576580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -576582.125000 Penalty: 4240.631836
	Iteration 62Q: 3 clusters Score -576582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -576582.125000 Penalty: 4240.631836
	Iteration 63F: 3 clusters Score -576582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Entering Unmasked Estep 
Score: -3657341.000000 Penalty: 2578.704102
	Iteration 0F: 2 clusters Score -3657341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3634968.500000 Penalty: 5157.408203
	Iteration 0F: 3 clusters Score -3634968 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3642989.750000 Penalty: 5157.408203
	Iteration 1F: 3 clusters Score -3642990 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3643557.000000 Penalty: 5157.408203
	Iteration 2Q: 3 clusters Score -3643557 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3644187.500000 Penalty: 5157.408203
	Iteration 3Q: 3 clusters Score -3644188 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3645010.000000 Penalty: 5157.408203
	Iteration 4F: 3 clusters Score -3645010 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3646089.500000 Penalty: 5157.408203
	Iteration 5F: 3 clusters Score -3646090 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3647471.750000 Penalty: 5157.408203
	Iteration 6F: 3 clusters Score -3647472 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3649002.750000 Penalty: 5157.408203
	Iteration 7F: 3 clusters Score -3649003 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3650383.000000 Penalty: 5157.408203
	Iteration 8F: 3 clusters Score -3650383 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3651479.750000 Penalty: 5157.408203
	Iteration 9F: 3 clusters Score -3651480 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3652307.750000 Penalty: 5157.408203
	Iteration 10Q: 3 clusters Score -3652308 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3653018.250000 Penalty: 5157.408203
	Iteration 11Q: 3 clusters Score -3653018 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3653611.500000 Penalty: 5157.408203
	Iteration 12Q: 3 clusters Score -3653612 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3654070.750000 Penalty: 5157.408203
	Iteration 13Q: 3 clusters Score -3654071 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -3654381.750000 Penalty: 5157.408203
	Iteration 14Q: 3 clusters Score -3654382 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3654590.750000 Penalty: 5157.408203
	Iteration 15Q: 3 clusters Score -3654591 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3654754.750000 Penalty: 5157.408203
	Iteration 16Q: 3 clusters Score -3654755 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3654845.750000 Penalty: 5157.408203
	Iteration 17Q: 3 clusters Score -3654846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3654929.500000 Penalty: 5157.408203
	Iteration 18Q: 3 clusters Score -3654930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -3654996.000000 Penalty: 5157.408203
	Iteration 19Q: 3 clusters Score -3654996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3655055.000000 Penalty: 5157.408203
	Iteration 20F: 3 clusters Score -3655055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3655114.500000 Penalty: 5157.408203
	Iteration 21Q: 3 clusters Score -3655114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3655151.000000 Penalty: 5157.408203
	Iteration 22Q: 3 clusters Score -3655151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3655178.750000 Penalty: 5157.408203
	Iteration 23Q: 3 clusters Score -3655179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -3655203.250000 Penalty: 5157.408203
	Iteration 24Q: 3 clusters Score -3655203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3655223.750000 Penalty: 5157.408203
	Iteration 25Q: 3 clusters Score -3655224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3655238.250000 Penalty: 5157.408203
	Iteration 26Q: 3 clusters Score -3655238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3655246.250000 Penalty: 5157.408203
	Iteration 27Q: 3 clusters Score -3655246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3655257.250000 Penalty: 5157.408203
	Iteration 28Q: 3 clusters Score -3655257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3655259.500000 Penalty: 5157.408203
	Iteration 29Q: 3 clusters Score -3655260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -3655268.500000 Penalty: 5157.408203
	Iteration 30Q: 3 clusters Score -3655268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -3655269.750000 Penalty: 5157.408203
	Iteration 31Q: 3 clusters Score -3655270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3655273.750000 Penalty: 5157.408203
	Iteration 32Q: 3 clusters Score -3655274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3655275.000000 Penalty: 5157.408203
	Iteration 33Q: 3 clusters Score -3655275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -3655274.250000 Penalty: 5157.408203
	Iteration 34Q: 3 clusters Score -3655274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3655278.250000 Penalty: 5157.408203
	Iteration 35Q: 3 clusters Score -3655278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3655281.250000 Penalty: 5157.408203
	Iteration 36Q: 3 clusters Score -3655281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3655282.000000 Penalty: 5157.408203
	Iteration 37Q: 3 clusters Score -3655282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3655285.500000 Penalty: 5157.408203
	Iteration 38Q: 3 clusters Score -3655286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3655281.750000 Penalty: 5157.408203
	Iteration 39Q: 3 clusters Score -3655282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3655280.750000 Penalty: 5157.408203
	Iteration 40F: 3 clusters Score -3655281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3655282.750000 Penalty: 5157.408203
	Iteration 41Q: 3 clusters Score -3655283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -3655286.750000 Penalty: 5157.408203
	Iteration 42Q: 3 clusters Score -3655287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3655285.750000 Penalty: 5157.408203
	Iteration 43Q: 3 clusters Score -3655286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3655286.250000 Penalty: 5157.408203
	Iteration 44Q: 3 clusters Score -3655286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3655286.250000 Penalty: 5157.408203
	Iteration 45F: 3 clusters Score -3655286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1784726.875000 Penalty: 2394.160156
	Iteration 0F: 2 clusters Score -1784727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1773536.125000 Penalty: 4788.320312
	Iteration 0F: 3 clusters Score -1773536 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1777066.500000 Penalty: 4788.320312
	Iteration 1F: 3 clusters Score -1777066 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1777439.625000 Penalty: 4788.320312
	Iteration 2F: 3 clusters Score -1777440 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1777833.750000 Penalty: 4788.320312
	Iteration 3F: 3 clusters Score -1777834 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1778326.500000 Penalty: 4788.320312
	Iteration 4F: 3 clusters Score -1778326 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1778950.750000 Penalty: 4788.320312
	Iteration 5F: 3 clusters Score -1778951 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1779723.875000 Penalty: 4788.320312
	Iteration 6F: 3 clusters Score -1779724 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1780514.000000 Penalty: 4788.320312
	Iteration 7F: 3 clusters Score -1780514 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1781146.000000 Penalty: 4788.320312
	Iteration 8F: 3 clusters Score -1781146 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1781664.625000 Penalty: 4788.320312
	Iteration 9Q: 3 clusters Score -1781665 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1782016.125000 Penalty: 4788.320312
	Iteration 10Q: 3 clusters Score -1782016 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1782288.750000 Penalty: 4788.320312
	Iteration 11Q: 3 clusters Score -1782289 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1782455.750000 Penalty: 4788.320312
	Iteration 12Q: 3 clusters Score -1782456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1782566.500000 Penalty: 4788.320312
	Iteration 13Q: 3 clusters Score -1782566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1782646.375000 Penalty: 4788.320312
	Iteration 14Q: 3 clusters Score -1782646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1782697.625000 Penalty: 4788.320312
	Iteration 15Q: 3 clusters Score -1782698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1782726.375000 Penalty: 4788.320312
	Iteration 16Q: 3 clusters Score -1782726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1782742.125000 Penalty: 4788.320312
	Iteration 17Q: 3 clusters Score -1782742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1782754.125000 Penalty: 4788.320312
	Iteration 18Q: 3 clusters Score -1782754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1782765.500000 Penalty: 4788.320312
	Iteration 19Q: 3 clusters Score -1782766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1782773.125000 Penalty: 4788.320312
	Iteration 20F: 3 clusters Score -1782773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1782785.750000 Penalty: 4788.320312
	Iteration 21Q: 3 clusters Score -1782786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1782788.250000 Penalty: 4788.320312
	Iteration 22Q: 3 clusters Score -1782788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1782792.625000 Penalty: 4788.320312
	Iteration 23Q: 3 clusters Score -1782793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1782794.625000 Penalty: 4788.320312
	Iteration 24Q: 3 clusters Score -1782795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1782805.125000 Penalty: 4788.320312
	Iteration 25Q: 3 clusters Score -1782805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1782807.125000 Penalty: 4788.320312
	Iteration 26Q: 3 clusters Score -1782807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1782808.625000 Penalty: 4788.320312
	Iteration 27Q: 3 clusters Score -1782809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1782808.250000 Penalty: 4788.320312
	Iteration 28Q: 3 clusters Score -1782808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1782809.250000 Penalty: 4788.320312
	Iteration 29Q: 3 clusters Score -1782809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1782809.250000 Penalty: 4788.320312
	Iteration 30F: 3 clusters Score -1782809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24132.093750 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24132.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24326.548828 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24326.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24440.568359 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24440.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24508.701172 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24554.316406 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24554.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24601.623047 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24601.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24614.716797 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24614.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24644.515625 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24644.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24709.496094 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24716.523438 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24716.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24716.523438 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -24716.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -52143.898438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -52143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50619.964844 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -50619.96 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50792.066406 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -50792.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50830.500000 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -50830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50845.214844 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -50845.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50861.863281 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -50861.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50874.199219 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -50874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50879.410156 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -50879.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50881.039062 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -50881.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50881.558594 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -50881.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50881.558594 Penalty: 3099.029297
	Iteration 9F: 3 clusters Score -50881.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Entering Unmasked Estep 
Score: -12310635.000000 Penalty: 2875.923828
	Iteration 0F: 2 clusters Score -1.231064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -12237898.000000 Penalty: 5751.847656
	Iteration 0F: 3 clusters Score -1.22379e+07 nChanged 51634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -12267831.000000 Penalty: 5751.847656
	Iteration 1F: 3 clusters Score -1.226783e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -12268681.000000 Penalty: 5751.847656
	Iteration 2Q: 3 clusters Score -1.226868e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -12269346.000000 Penalty: 5751.847656
	Iteration 3Q: 3 clusters Score -1.226935e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -12270137.000000 Penalty: 5751.847656
	Iteration 4Q: 3 clusters Score -1.227014e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -12271180.000000 Penalty: 5751.847656
	Iteration 5Q: 3 clusters Score -1.227118e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -12272425.000000 Penalty: 5751.847656
	Iteration 6Q: 3 clusters Score -1.227242e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -12274753.000000 Penalty: 5751.847656
	Iteration 7Q: 3 clusters Score -1.227475e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -12278147.000000 Penalty: 5751.847656
	Iteration 8F: 3 clusters Score -1.227815e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -12282521.000000 Penalty: 5751.847656
	Iteration 9F: 3 clusters Score -1.228252e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -12287564.000000 Penalty: 5751.847656
	Iteration 10F: 3 clusters Score -1.228756e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -12291730.000000 Penalty: 5751.847656
	Iteration 11F: 3 clusters Score -1.229173e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -12294814.000000 Penalty: 5751.847656
	Iteration 12Q: 3 clusters Score -1.229481e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -12296771.000000 Penalty: 5751.847656
	Iteration 13Q: 3 clusters Score -1.229677e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -12298365.000000 Penalty: 5751.847656
	Iteration 14Q: 3 clusters Score -1.229836e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97009 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -12299881.000000 Penalty: 5751.847656
	Iteration 15Q: 3 clusters Score -1.229988e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -12301197.000000 Penalty: 5751.847656
	Iteration 16Q: 3 clusters Score -1.23012e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -12302560.000000 Penalty: 5751.847656
	Iteration 17Q: 3 clusters Score -1.230256e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -12303822.000000 Penalty: 5751.847656
	Iteration 18Q: 3 clusters Score -1.230382e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -12304990.000000 Penalty: 5751.847656
	Iteration 19Q: 3 clusters Score -1.230499e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105914 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -12305912.000000 Penalty: 5751.847656
	Iteration 20F: 3 clusters Score -1.230591e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106835 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12306608.000000 Penalty: 5751.847656
	Iteration 21Q: 3 clusters Score -1.230661e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12307168.000000 Penalty: 5751.847656
	Iteration 22Q: 3 clusters Score -1.230717e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12307519.000000 Penalty: 5751.847656
	Iteration 23Q: 3 clusters Score -1.230752e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12307741.000000 Penalty: 5751.847656
	Iteration 24Q: 3 clusters Score -1.230774e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12307869.000000 Penalty: 5751.847656
	Iteration 25Q: 3 clusters Score -1.230787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12307968.000000 Penalty: 5751.847656
	Iteration 26Q: 3 clusters Score -1.230797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12308011.000000 Penalty: 5751.847656
	Iteration 27Q: 3 clusters Score -1.230801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12308041.000000 Penalty: 5751.847656
	Iteration 28Q: 3 clusters Score -1.230804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12308049.000000 Penalty: 5751.847656
	Iteration 29Q: 3 clusters Score -1.230805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12308069.000000 Penalty: 5751.847656
	Iteration 30Q: 3 clusters Score -1.230807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12308072.000000 Penalty: 5751.847656
	Iteration 31Q: 3 clusters Score -1.230807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12308079.000000 Penalty: 5751.847656
	Iteration 32Q: 3 clusters Score -1.230808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12308084.000000 Penalty: 5751.847656
	Iteration 33Q: 3 clusters Score -1.230808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12308084.000000 Penalty: 5751.847656
	Iteration 34Q: 3 clusters Score -1.230808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12308092.000000 Penalty: 5751.847656
	Iteration 35Q: 3 clusters Score -1.230809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12308098.000000 Penalty: 5751.847656
	Iteration 36Q: 3 clusters Score -1.23081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12308103.000000 Penalty: 5751.847656
	Iteration 37Q: 3 clusters Score -1.23081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12308110.000000 Penalty: 5751.847656
	Iteration 38Q: 3 clusters Score -1.230811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12308116.000000 Penalty: 5751.847656
	Iteration 39Q: 3 clusters Score -1.230812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12308119.000000 Penalty: 5751.847656
	Iteration 40F: 3 clusters Score -1.230812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12308127.000000 Penalty: 5751.847656
	Iteration 41Q: 3 clusters Score -1.230813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12308127.000000 Penalty: 5751.847656
	Iteration 42F: 3 clusters Score -1.230813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 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 599 members 
Entering Unmasked Estep 
Score: -127680.226562 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127680.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127999.578125 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -127999.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128100.062500 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128100.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128150.750000 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128150.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128176.953125 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128182.859375 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128186.843750 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128190.023438 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128190.023438 Penalty: 3510.020264
	Iteration 8F: 3 clusters Score -128190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Entering Unmasked Estep 
Score: -2086531.500000 Penalty: 2440.482178
	Iteration 0F: 2 clusters Score -2086532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2073374.125000 Penalty: 4880.964355
	Iteration 0F: 3 clusters Score -2073374 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2078028.250000 Penalty: 4880.964355
	Iteration 1F: 3 clusters Score -2078028 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2078715.375000 Penalty: 4880.964355
	Iteration 2F: 3 clusters Score -2078715 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2079536.625000 Penalty: 4880.964355
	Iteration 3F: 3 clusters Score -2079537 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2080572.250000 Penalty: 4880.964355
	Iteration 4F: 3 clusters Score -2080572 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2081706.500000 Penalty: 4880.964355
	Iteration 5F: 3 clusters Score -2081706 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2082795.000000 Penalty: 4880.964355
	Iteration 6F: 3 clusters Score -2082795 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2083735.750000 Penalty: 4880.964355
	Iteration 7F: 3 clusters Score -2083736 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2084456.000000 Penalty: 4880.964355
	Iteration 8Q: 3 clusters Score -2084456 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2084961.625000 Penalty: 4880.964355
	Iteration 9Q: 3 clusters Score -2084962 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2085318.375000 Penalty: 4880.964355
	Iteration 10Q: 3 clusters Score -2085318 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2085610.625000 Penalty: 4880.964355
	Iteration 11Q: 3 clusters Score -2085611 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2085807.500000 Penalty: 4880.964355
	Iteration 12Q: 3 clusters Score -2085808 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2085939.250000 Penalty: 4880.964355
	Iteration 13Q: 3 clusters Score -2085939 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2086034.250000 Penalty: 4880.964355
	Iteration 14Q: 3 clusters Score -2086034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2086083.625000 Penalty: 4880.964355
	Iteration 15Q: 3 clusters Score -2086084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2086112.000000 Penalty: 4880.964355
	Iteration 16Q: 3 clusters Score -2086112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2086138.000000 Penalty: 4880.964355
	Iteration 17Q: 3 clusters Score -2086138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2086155.625000 Penalty: 4880.964355
	Iteration 18Q: 3 clusters Score -2086156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2086166.500000 Penalty: 4880.964355
	Iteration 19Q: 3 clusters Score -2086166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2086182.375000 Penalty: 4880.964355
	Iteration 20F: 3 clusters Score -2086182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2086192.750000 Penalty: 4880.964355
	Iteration 21Q: 3 clusters Score -2086193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2086204.250000 Penalty: 4880.964355
	Iteration 22Q: 3 clusters Score -2086204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2086204.250000 Penalty: 4880.964355
	Iteration 23Q: 3 clusters Score -2086204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2086203.875000 Penalty: 4880.964355
	Iteration 24Q: 3 clusters Score -2086204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2086202.750000 Penalty: 4880.964355
	Iteration 25Q: 3 clusters Score -2086203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2086203.000000 Penalty: 4880.964355
	Iteration 26Q: 3 clusters Score -2086203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2086202.750000 Penalty: 4880.964355
	Iteration 27Q: 3 clusters Score -2086203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2086202.750000 Penalty: 4880.964355
	Iteration 28Q: 3 clusters Score -2086203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2086203.625000 Penalty: 4880.964355
	Iteration 29Q: 3 clusters Score -2086204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2086203.625000 Penalty: 4880.964355
	Iteration 30F: 3 clusters Score -2086204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -593030.500000 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -593030.5 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 2973 members 
Entering Unmasked Estep 
Score: -587910.937500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -587910.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -589414.375000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -589414.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -589869.562500 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -589869.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -590248.187500 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -590248.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -590598.750000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -590598.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -590864.187500 Penalty: 4310.475098
	Iteration 5F: 3 clusters Score -590864.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -591051.500000 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -591051.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -591193.375000 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -591193.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -591291.062500 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -591291.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -591340.375000 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -591340.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -591380.187500 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -591380.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -591411.125000 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -591411.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -591439.937500 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -591439.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -591467.625000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -591467.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -591485.375000 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -591485.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -591501.250000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -591501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -591511.125000 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -591511.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -591520.875000 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -591520.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -591530.937500 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -591530.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -591541.375000 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -591541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -591546.062500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -591546.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -591552.187500 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -591552.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -591556.875000 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -591556.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -591562.687500 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -591562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -591565.687500 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -591565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -591568.562500 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -591568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -591570.687500 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -591570.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -591573.500000 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -591573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -591575.312500 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -591575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -591576.312500 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -591576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -591576.500000 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -591576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -591578.125000 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -591578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -591580.250000 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -591580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -591581.687500 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -591581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -591582.437500 Penalty: 4310.475098
	Iteration 34Q: 3 clusters Score -591582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -591583.187500 Penalty: 4310.475098
	Iteration 35Q: 3 clusters Score -591583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -591585.375000 Penalty: 4310.475098
	Iteration 36Q: 3 clusters Score -591585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -591585.375000 Penalty: 4310.475098
	Iteration 37Q: 3 clusters Score -591585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -591587.562500 Penalty: 4310.475098
	Iteration 38Q: 3 clusters Score -591587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -591590.437500 Penalty: 4310.475098
	Iteration 39Q: 3 clusters Score -591590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -591591.937500 Penalty: 4310.475098
	Iteration 40F: 3 clusters Score -591591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -591591.625000 Penalty: 4310.475098
	Iteration 41Q: 3 clusters Score -591591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -591593.062500 Penalty: 4310.475098
	Iteration 42Q: 3 clusters Score -591593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -591595.500000 Penalty: 4310.475098
	Iteration 43Q: 3 clusters Score -591595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -591595.625000 Penalty: 4310.475098
	Iteration 44Q: 3 clusters Score -591595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -591595.625000 Penalty: 4310.475098
	Iteration 45F: 3 clusters Score -591595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343745 members 
Entering Unmasked Estep 
Score: -38662280.000000 Penalty: 3161.418701
	Iteration 0F: 2 clusters Score -3.866228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171510 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -38463812.000000 Penalty: 6322.837402
	Iteration 0F: 3 clusters Score -3.846381e+07 nChanged 167088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -38562056.000000 Penalty: 6322.837402
	Iteration 1F: 3 clusters Score -3.856206e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 183459 members 
Entering Unmasked Estep 
Score: -38564120.000000 Penalty: 6322.837402
	Iteration 2Q: 3 clusters Score -3.856412e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -38567236.000000 Penalty: 6322.837402
	Iteration 3Q: 3 clusters Score -3.856724e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -38571472.000000 Penalty: 6322.837402
	Iteration 4Q: 3 clusters Score -3.857147e+07 nChanged 15751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 212057 members 
Entering Unmasked Estep 
Score: -38579652.000000 Penalty: 6322.837402
	Iteration 5Q: 3 clusters Score -3.857965e+07 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 230807 members 
Entering Unmasked Estep 
Score: -38591564.000000 Penalty: 6322.837402
	Iteration 6F: 3 clusters Score -3.859156e+07 nChanged 23827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 254118 members 
Entering Unmasked Estep 
Score: -38608712.000000 Penalty: 6322.837402
	Iteration 7F: 3 clusters Score -3.860871e+07 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 279680 members 
Entering Unmasked Estep 
Score: -38630080.000000 Penalty: 6322.837402
	Iteration 8F: 3 clusters Score -3.863008e+07 nChanged 23609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 303275 members 
Entering Unmasked Estep 
Score: -38644180.000000 Penalty: 6322.837402
	Iteration 9F: 3 clusters Score -3.864418e+07 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 318612 members 
Entering Unmasked Estep 
Score: -38650980.000000 Penalty: 6322.837402
	Iteration 10Q: 3 clusters Score -3.865098e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 327563 members 
Entering Unmasked Estep 
Score: -38654272.000000 Penalty: 6322.837402
	Iteration 11Q: 3 clusters Score -3.865427e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 332922 members 
Entering Unmasked Estep 
Score: -38656204.000000 Penalty: 6322.837402
	Iteration 12Q: 3 clusters Score -3.86562e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 336259 members 
Entering Unmasked Estep 
Score: -38657324.000000 Penalty: 6322.837402
	Iteration 13Q: 3 clusters Score -3.865732e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 338430 members 
Entering Unmasked Estep 
Score: -38658108.000000 Penalty: 6322.837402
	Iteration 14Q: 3 clusters Score -3.865811e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 339863 members 
Entering Unmasked Estep 
Score: -38658504.000000 Penalty: 6322.837402
	Iteration 15Q: 3 clusters Score -3.86585e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 340829 members 
Entering Unmasked Estep 
Score: -38658852.000000 Penalty: 6322.837402
	Iteration 16Q: 3 clusters Score -3.865885e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 341484 members 
Entering Unmasked Estep 
Score: -38659160.000000 Penalty: 6322.837402
	Iteration 17Q: 3 clusters Score -3.865916e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 341893 members 
Entering Unmasked Estep 
Score: -38659244.000000 Penalty: 6322.837402
	Iteration 18Q: 3 clusters Score -3.865924e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 342169 members 
Entering Unmasked Estep 
Score: -38659412.000000 Penalty: 6322.837402
	Iteration 19Q: 3 clusters Score -3.865941e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 342362 members 
Entering Unmasked Estep 
Score: -38659488.000000 Penalty: 6322.837402
	Iteration 20F: 3 clusters Score -3.865949e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 342502 members 
Entering Unmasked Estep 
Score: -38659528.000000 Penalty: 6322.837402
	Iteration 21Q: 3 clusters Score -3.865953e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 342579 members 
Entering Unmasked Estep 
Score: -38659532.000000 Penalty: 6322.837402
	Iteration 22Q: 3 clusters Score -3.865953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 342626 members 
Entering Unmasked Estep 
Score: -38659548.000000 Penalty: 6322.837402
	Iteration 23Q: 3 clusters Score -3.865955e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 342673 members 
Entering Unmasked Estep 
Score: -38659544.000000 Penalty: 6322.837402
	Iteration 24Q: 3 clusters Score -3.865954e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 342711 members 
Entering Unmasked Estep 
Score: -38659580.000000 Penalty: 6322.837402
	Iteration 25Q: 3 clusters Score -3.865958e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 342749 members 
Entering Unmasked Estep 
Score: -38659596.000000 Penalty: 6322.837402
	Iteration 26Q: 3 clusters Score -3.86596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 342788 members 
Entering Unmasked Estep 
Score: -38659604.000000 Penalty: 6322.837402
	Iteration 27Q: 3 clusters Score -3.86596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 342816 members 
Entering Unmasked Estep 
Score: -38659600.000000 Penalty: 6322.837402
	Iteration 28Q: 3 clusters Score -3.86596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 342837 members 
Entering Unmasked Estep 
Score: -38659580.000000 Penalty: 6322.837402
	Iteration 29Q: 3 clusters Score -3.865958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 342858 members 
Entering Unmasked Estep 
Score: -38659616.000000 Penalty: 6322.837402
	Iteration 30Q: 3 clusters Score -3.865962e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 342881 members 
Entering Unmasked Estep 
Score: -38659652.000000 Penalty: 6322.837402
	Iteration 31Q: 3 clusters Score -3.865965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 342901 members 
Entering Unmasked Estep 
Score: -38659656.000000 Penalty: 6322.837402
	Iteration 32Q: 3 clusters Score -3.865966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 342916 members 
Entering Unmasked Estep 
Score: -38659652.000000 Penalty: 6322.837402
	Iteration 33Q: 3 clusters Score -3.865965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 342925 members 
Entering Unmasked Estep 
Score: -38659652.000000 Penalty: 6322.837402
	Iteration 34Q: 3 clusters Score -3.865965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 342936 members 
Entering Unmasked Estep 
Score: -38659628.000000 Penalty: 6322.837402
	Iteration 35Q: 3 clusters Score -3.865963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 342941 members 
Entering Unmasked Estep 
Score: -38659652.000000 Penalty: 6322.837402
	Iteration 36Q: 3 clusters Score -3.865965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 342946 members 
Entering Unmasked Estep 
Score: -38659648.000000 Penalty: 6322.837402
	Iteration 37Q: 3 clusters Score -3.865965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 342951 members 
Entering Unmasked Estep 
Score: -38659664.000000 Penalty: 6322.837402
	Iteration 38Q: 3 clusters Score -3.865966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 342958 members 
Entering Unmasked Estep 
Score: -38659656.000000 Penalty: 6322.837402
	Iteration 39Q: 3 clusters Score -3.865966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 342968 members 
Entering Unmasked Estep 
Score: -38659672.000000 Penalty: 6322.837402
	Iteration 40F: 3 clusters Score -3.865967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 342971 members 
Entering Unmasked Estep 
Score: -38659640.000000 Penalty: 6322.837402
	Iteration 41Q: 3 clusters Score -3.865964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 342973 members 
Entering Unmasked Estep 
Score: -38659636.000000 Penalty: 6322.837402
	Iteration 42Q: 3 clusters Score -3.865964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 342973 members 
Entering Unmasked Estep 
Score: -38659648.000000 Penalty: 6322.837402
	Iteration 43Q: 3 clusters Score -3.865965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 342975 members 
Entering Unmasked Estep 
Score: -38659664.000000 Penalty: 6322.837402
	Iteration 44Q: 3 clusters Score -3.865966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 342976 members 
Entering Unmasked Estep 
Score: -38659660.000000 Penalty: 6322.837402
	Iteration 45Q: 3 clusters Score -3.865966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 342977 members 
Entering Unmasked Estep 
Score: -38659668.000000 Penalty: 6322.837402
	Iteration 46Q: 3 clusters Score -3.865967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 342978 members 
Entering Unmasked Estep 
Score: -38659676.000000 Penalty: 6322.837402
	Iteration 47Q: 3 clusters Score -3.865968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 342981 members 
Entering Unmasked Estep 
Score: -38659672.000000 Penalty: 6322.837402
	Iteration 48Q: 3 clusters Score -3.865967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342980 members 
Entering Unmasked Estep 
Score: -38659668.000000 Penalty: 6322.837402
	Iteration 49Q: 3 clusters Score -3.865967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 342981 members 
Entering Unmasked Estep 
Score: -38659668.000000 Penalty: 6322.837402
	Iteration 50Q: 3 clusters Score -3.865967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 342981 members 
Entering Unmasked Estep 
Score: -38659672.000000 Penalty: 6322.837402
	Iteration 51Q: 3 clusters Score -3.865967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 342982 members 
Entering Unmasked Estep 
Score: -38659668.000000 Penalty: 6322.837402
	Iteration 52Q: 3 clusters Score -3.865967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 342981 members 
Entering Unmasked Estep 
Score: -38659656.000000 Penalty: 6322.837402
	Iteration 53Q: 3 clusters Score -3.865966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 342979 members 
Entering Unmasked Estep 
Score: -38659652.000000 Penalty: 6322.837402
	Iteration 54Q: 3 clusters Score -3.865965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342980 members 
Entering Unmasked Estep 
Score: -38659648.000000 Penalty: 6322.837402
	Iteration 55Q: 3 clusters Score -3.865965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 342981 members 
Entering Unmasked Estep 
Score: -38659644.000000 Penalty: 6322.837402
	Iteration 56Q: 3 clusters Score -3.865964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 342982 members 
Entering Unmasked Estep 
Score: -38659660.000000 Penalty: 6322.837402
	Iteration 57Q: 3 clusters Score -3.865966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 342982 members 
Entering Unmasked Estep 
Score: -38659668.000000 Penalty: 6322.837402
	Iteration 58Q: 3 clusters Score -3.865967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 342983 members 
Entering Unmasked Estep 
Score: -38659632.000000 Penalty: 6322.837402
	Iteration 59Q: 3 clusters Score -3.865963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 342985 members 
Entering Unmasked Estep 
Score: -38659640.000000 Penalty: 6322.837402
	Iteration 60F: 3 clusters Score -3.865964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 342987 members 
Entering Unmasked Estep 
Score: -38659656.000000 Penalty: 6322.837402
	Iteration 61Q: 3 clusters Score -3.865966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 342988 members 
Entering Unmasked Estep 
Score: -38659664.000000 Penalty: 6322.837402
	Iteration 62Q: 3 clusters Score -3.865966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 342990 members 
Entering Unmasked Estep 
Score: -38659664.000000 Penalty: 6322.837402
	Iteration 63Q: 3 clusters Score -3.865966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 342992 members 
Entering Unmasked Estep 
Score: -38659680.000000 Penalty: 6322.837402
	Iteration 64Q: 3 clusters Score -3.865968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 342993 members 
Entering Unmasked Estep 
Score: -38659676.000000 Penalty: 6322.837402
	Iteration 65Q: 3 clusters Score -3.865968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 342995 members 
Entering Unmasked Estep 
Score: -38659676.000000 Penalty: 6322.837402
	Iteration 66Q: 3 clusters Score -3.865968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 342999 members 
Entering Unmasked Estep 
Score: -38659700.000000 Penalty: 6322.837402
	Iteration 67Q: 3 clusters Score -3.86597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 343002 members 
Entering Unmasked Estep 
Score: -38659704.000000 Penalty: 6322.837402
	Iteration 68Q: 3 clusters Score -3.86597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 343002 members 
Entering Unmasked Estep 
Score: -38659704.000000 Penalty: 6322.837402
	Iteration 69F: 3 clusters Score -3.86597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -344129.625000 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -344129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -340861.937500 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -340861.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -341503.437500 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -341503.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -341644.843750 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -341644.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -341706.437500 Penalty: 3978.868652
	Iteration 3Q: 3 clusters Score -341706.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -341744.125000 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -341744.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -341774.156250 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -341774.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -341793.687500 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -341793.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -341805.250000 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -341805.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341814.062500 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -341814.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -341820.718750 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -341820.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -341828.937500 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -341828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -341837.125000 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -341837.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -341854.125000 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -341854.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -341865.937500 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -341865.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -341875.781250 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -341875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -341881.406250 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -341881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -341885.906250 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -341885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -341890.406250 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -341890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -341894.562500 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -341894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -341899.250000 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -341899.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -341903.156250 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -341903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -341906.000000 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -341906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -341912.125000 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -341912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -341916.593750 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -341916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341918.343750 Penalty: 3978.868652
	Iteration 24Q: 3 clusters Score -341918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -341921.218750 Penalty: 3978.868652
	Iteration 25Q: 3 clusters Score -341921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -341923.625000 Penalty: 3978.868652
	Iteration 26Q: 3 clusters Score -341923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -341925.500000 Penalty: 3978.868652
	Iteration 27Q: 3 clusters Score -341925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -341928.843750 Penalty: 3978.868652
	Iteration 28Q: 3 clusters Score -341928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -341931.781250 Penalty: 3978.868652
	Iteration 29Q: 3 clusters Score -341931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -341935.937500 Penalty: 3978.868652
	Iteration 30Q: 3 clusters Score -341935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -341938.875000 Penalty: 3978.868652
	Iteration 31Q: 3 clusters Score -341938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -341943.281250 Penalty: 3978.868652
	Iteration 32Q: 3 clusters Score -341943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341945.031250 Penalty: 3978.868652
	Iteration 33Q: 3 clusters Score -341945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341945.312500 Penalty: 3978.868652
	Iteration 34Q: 3 clusters Score -341945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341946.281250 Penalty: 3978.868652
	Iteration 35Q: 3 clusters Score -341946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341948.250000 Penalty: 3978.868652
	Iteration 36Q: 3 clusters Score -341948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -341949.218750 Penalty: 3978.868652
	Iteration 37Q: 3 clusters Score -341949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -341950.531250 Penalty: 3978.868652
	Iteration 38Q: 3 clusters Score -341950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -341951.625000 Penalty: 3978.868652
	Iteration 39Q: 3 clusters Score -341951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -341952.625000 Penalty: 3978.868652
	Iteration 40F: 3 clusters Score -341952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -341952.843750 Penalty: 3978.868652
	Iteration 41Q: 3 clusters Score -341952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -341952.843750 Penalty: 3978.868652
	Iteration 42F: 3 clusters Score -341952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44044.578125 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44044.58 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44254.714844 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44254.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44309.296875 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -44309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44388.414062 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44388.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44438.796875 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44484.484375 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44484.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44527.886719 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44527.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44562.636719 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44562.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44586.183594 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44586.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44604.835938 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44604.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44621.312500 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44621.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44630.535156 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44630.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44639.960938 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44639.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44646.398438 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -44646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44646.398438 Penalty: 3066.314209
	Iteration 14F: 3 clusters Score -44646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Entering Unmasked Estep 
Score: -3288063.000000 Penalty: 2568.909180
	Iteration 0F: 2 clusters Score -3288063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3266516.500000 Penalty: 5137.818359
	Iteration 0F: 3 clusters Score -3266516 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3274386.500000 Penalty: 5137.818359
	Iteration 1F: 3 clusters Score -3274386 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3275259.250000 Penalty: 5137.818359
	Iteration 2F: 3 clusters Score -3275259 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3276140.750000 Penalty: 5137.818359
	Iteration 3F: 3 clusters Score -3276141 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3276953.250000 Penalty: 5137.818359
	Iteration 4F: 3 clusters Score -3276953 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3277705.000000 Penalty: 5137.818359
	Iteration 5F: 3 clusters Score -3277705 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3278376.750000 Penalty: 5137.818359
	Iteration 6Q: 3 clusters Score -3278377 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3279008.000000 Penalty: 5137.818359
	Iteration 7Q: 3 clusters Score -3279008 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3279571.000000 Penalty: 5137.818359
	Iteration 8Q: 3 clusters Score -3279571 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3280152.000000 Penalty: 5137.818359
	Iteration 9Q: 3 clusters Score -3280152 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3280675.750000 Penalty: 5137.818359
	Iteration 10Q: 3 clusters Score -3280676 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3281140.500000 Penalty: 5137.818359
	Iteration 11Q: 3 clusters Score -3281140 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3281581.500000 Penalty: 5137.818359
	Iteration 12Q: 3 clusters Score -3281582 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3281994.750000 Penalty: 5137.818359
	Iteration 13Q: 3 clusters Score -3281995 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3282366.500000 Penalty: 5137.818359
	Iteration 14Q: 3 clusters Score -3282366 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3282639.000000 Penalty: 5137.818359
	Iteration 15Q: 3 clusters Score -3282639 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3282835.750000 Penalty: 5137.818359
	Iteration 16Q: 3 clusters Score -3282836 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3282958.750000 Penalty: 5137.818359
	Iteration 17Q: 3 clusters Score -3282959 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3283056.250000 Penalty: 5137.818359
	Iteration 18Q: 3 clusters Score -3283056 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3283112.000000 Penalty: 5137.818359
	Iteration 19Q: 3 clusters Score -3283112 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3283166.000000 Penalty: 5137.818359
	Iteration 20F: 3 clusters Score -3283166 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3283198.750000 Penalty: 5137.818359
	Iteration 21Q: 3 clusters Score -3283199 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3283223.250000 Penalty: 5137.818359
	Iteration 22Q: 3 clusters Score -3283223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3283262.500000 Penalty: 5137.818359
	Iteration 23Q: 3 clusters Score -3283262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3283281.500000 Penalty: 5137.818359
	Iteration 24Q: 3 clusters Score -3283282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3283309.000000 Penalty: 5137.818359
	Iteration 25Q: 3 clusters Score -3283309 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3283309.000000 Penalty: 5137.818359
	Iteration 26Q: 3 clusters Score -3283309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3283319.000000 Penalty: 5137.818359
	Iteration 27Q: 3 clusters Score -3283319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3283318.000000 Penalty: 5137.818359
	Iteration 28Q: 3 clusters Score -3283318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3283332.250000 Penalty: 5137.818359
	Iteration 29Q: 3 clusters Score -3283332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3283328.750000 Penalty: 5137.818359
	Iteration 30Q: 3 clusters Score -3283329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3283347.500000 Penalty: 5137.818359
	Iteration 31Q: 3 clusters Score -3283348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3283355.500000 Penalty: 5137.818359
	Iteration 32Q: 3 clusters Score -3283356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3283353.250000 Penalty: 5137.818359
	Iteration 33Q: 3 clusters Score -3283353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3283362.250000 Penalty: 5137.818359
	Iteration 34Q: 3 clusters Score -3283362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3283371.000000 Penalty: 5137.818359
	Iteration 35Q: 3 clusters Score -3283371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3283365.500000 Penalty: 5137.818359
	Iteration 36Q: 3 clusters Score -3283366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3283364.000000 Penalty: 5137.818359
	Iteration 37Q: 3 clusters Score -3283364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3283363.250000 Penalty: 5137.818359
	Iteration 38Q: 3 clusters Score -3283363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3283358.000000 Penalty: 5137.818359
	Iteration 39Q: 3 clusters Score -3283358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3283366.250000 Penalty: 5137.818359
	Iteration 40F: 3 clusters Score -3283366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3283368.500000 Penalty: 5137.818359
	Iteration 41Q: 3 clusters Score -3283368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3283372.750000 Penalty: 5137.818359
	Iteration 42Q: 3 clusters Score -3283373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3283376.250000 Penalty: 5137.818359
	Iteration 43Q: 3 clusters Score -3283376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3283376.250000 Penalty: 5137.818359
	Iteration 44Q: 3 clusters Score -3283376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3283389.250000 Penalty: 5137.818359
	Iteration 45Q: 3 clusters Score -3283389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3283391.250000 Penalty: 5137.818359
	Iteration 46Q: 3 clusters Score -3283391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3283397.750000 Penalty: 5137.818359
	Iteration 47Q: 3 clusters Score -3283398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3283397.750000 Penalty: 5137.818359
	Iteration 48Q: 3 clusters Score -3283398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3283414.500000 Penalty: 5137.818359
	Iteration 49Q: 3 clusters Score -3283414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3283414.500000 Penalty: 5137.818359
	Iteration 50Q: 3 clusters Score -3283414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3283428.250000 Penalty: 5137.818359
	Iteration 51Q: 3 clusters Score -3283428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3283438.500000 Penalty: 5137.818359
	Iteration 52Q: 3 clusters Score -3283438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3283456.750000 Penalty: 5137.818359
	Iteration 53Q: 3 clusters Score -3283457 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3283465.250000 Penalty: 5137.818359
	Iteration 54Q: 3 clusters Score -3283465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3283482.000000 Penalty: 5137.818359
	Iteration 55Q: 3 clusters Score -3283482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3283509.750000 Penalty: 5137.818359
	Iteration 56Q: 3 clusters Score -3283510 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3283525.000000 Penalty: 5137.818359
	Iteration 57Q: 3 clusters Score -3283525 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3283530.500000 Penalty: 5137.818359
	Iteration 58Q: 3 clusters Score -3283530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3283568.750000 Penalty: 5137.818359
	Iteration 59Q: 3 clusters Score -3283569 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3283599.500000 Penalty: 5137.818359
	Iteration 60F: 3 clusters Score -3283600 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3283621.750000 Penalty: 5137.818359
	Iteration 61Q: 3 clusters Score -3283622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3283655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3283680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3283704.500000 Penalty: 5137.818359
	Iteration 64Q: 3 clusters Score -3283704 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3283750 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3283784.750000 Penalty: 5137.818359
	Iteration 66Q: 3 clusters Score -3283785 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3283804.750000 Penalty: 5137.818359
	Iteration 67Q: 3 clusters Score -3283805 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3283847.250000 Penalty: 5137.818359
	Iteration 68Q: 3 clusters Score -3283847 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3283882.250000 Penalty: 5137.818359
	Iteration 69Q: 3 clusters Score -3283882 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3283928.000000 Penalty: 5137.818359
	Iteration 70Q: 3 clusters Score -3283928 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3283958.500000 Penalty: 5137.818359
	Iteration 71Q: 3 clusters Score -3283958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3283997.000000 Penalty: 5137.818359
	Iteration 72Q: 3 clusters Score -3283997 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3284000.000000 Penalty: 5137.818359
	Iteration 73Q: 3 clusters Score -3284000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3284029.500000 Penalty: 5137.818359
	Iteration 74Q: 3 clusters Score -3284030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3284043.500000 Penalty: 5137.818359
	Iteration 75Q: 3 clusters Score -3284044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3284073.750000 Penalty: 5137.818359
	Iteration 76Q: 3 clusters Score -3284074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3284092.500000 Penalty: 5137.818359
	Iteration 77Q: 3 clusters Score -3284092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3284110.750000 Penalty: 5137.818359
	Iteration 78Q: 3 clusters Score -3284111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3284117.250000 Penalty: 5137.818359
	Iteration 79Q: 3 clusters Score -3284117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3284124.500000 Penalty: 5137.818359
	Iteration 80F: 3 clusters Score -3284124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3284154.500000 Penalty: 5137.818359
	Iteration 81Q: 3 clusters Score -3284154 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3284168.250000 Penalty: 5137.818359
	Iteration 82Q: 3 clusters Score -3284168 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3284198.000000 Penalty: 5137.818359
	Iteration 83Q: 3 clusters Score -3284198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3284217.500000 Penalty: 5137.818359
	Iteration 84Q: 3 clusters Score -3284218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3284238.250000 Penalty: 5137.818359
	Iteration 85Q: 3 clusters Score -3284238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3284255.500000 Penalty: 5137.818359
	Iteration 86Q: 3 clusters Score -3284256 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3284266.750000 Penalty: 5137.818359
	Iteration 87Q: 3 clusters Score -3284267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3284289.750000 Penalty: 5137.818359
	Iteration 88Q: 3 clusters Score -3284290 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3284303.500000 Penalty: 5137.818359
	Iteration 89Q: 3 clusters Score -3284304 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3284340.250000 Penalty: 5137.818359
	Iteration 90Q: 3 clusters Score -3284340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3284372.000000 Penalty: 5137.818359
	Iteration 91Q: 3 clusters Score -3284372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3284387.000000 Penalty: 5137.818359
	Iteration 92Q: 3 clusters Score -3284387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3284410.750000 Penalty: 5137.818359
	Iteration 93Q: 3 clusters Score -3284411 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3284424.250000 Penalty: 5137.818359
	Iteration 94Q: 3 clusters Score -3284424 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3284456.250000 Penalty: 5137.818359
	Iteration 95Q: 3 clusters Score -3284456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3284512.000000 Penalty: 5137.818359
	Iteration 96Q: 3 clusters Score -3284512 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3284564.000000 Penalty: 5137.818359
	Iteration 97Q: 3 clusters Score -3284564 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3284581.500000 Penalty: 5137.818359
	Iteration 98Q: 3 clusters Score -3284582 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3284622.750000 Penalty: 5137.818359
	Iteration 99Q: 3 clusters Score -3284623 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3284659.000000 Penalty: 5137.818359
	Iteration 100F: 3 clusters Score -3284659 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3284681.750000 Penalty: 5137.818359
	Iteration 101Q: 3 clusters Score -3284682 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3284698.500000 Penalty: 5137.818359
	Iteration 102Q: 3 clusters Score -3284698 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3284724.750000 Penalty: 5137.818359
	Iteration 103Q: 3 clusters Score -3284725 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3284747.500000 Penalty: 5137.818359
	Iteration 104Q: 3 clusters Score -3284748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3284779.750000 Penalty: 5137.818359
	Iteration 105Q: 3 clusters Score -3284780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3284784.250000 Penalty: 5137.818359
	Iteration 106Q: 3 clusters Score -3284784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3284794.500000 Penalty: 5137.818359
	Iteration 107Q: 3 clusters Score -3284794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3284813.250000 Penalty: 5137.818359
	Iteration 108Q: 3 clusters Score -3284813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3284834.000000 Penalty: 5137.818359
	Iteration 109Q: 3 clusters Score -3284834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3284848.250000 Penalty: 5137.818359
	Iteration 110Q: 3 clusters Score -3284848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3284864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3284899.750000 Penalty: 5137.818359
	Iteration 112Q: 3 clusters Score -3284900 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3284918.000000 Penalty: 5137.818359
	Iteration 113Q: 3 clusters Score -3284918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3284932.500000 Penalty: 5137.818359
	Iteration 114Q: 3 clusters Score -3284932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3284949.500000 Penalty: 5137.818359
	Iteration 115Q: 3 clusters Score -3284950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3284971.000000 Penalty: 5137.818359
	Iteration 116Q: 3 clusters Score -3284971 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3284987.500000 Penalty: 5137.818359
	Iteration 117Q: 3 clusters Score -3284988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3285007.500000 Penalty: 5137.818359
	Iteration 118Q: 3 clusters Score -3285008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3285030.500000 Penalty: 5137.818359
	Iteration 119Q: 3 clusters Score -3285030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3285048.500000 Penalty: 5137.818359
	Iteration 120F: 3 clusters Score -3285048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3285074.000000 Penalty: 5137.818359
	Iteration 121Q: 3 clusters Score -3285074 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3285087.500000 Penalty: 5137.818359
	Iteration 122Q: 3 clusters Score -3285088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3285116.750000 Penalty: 5137.818359
	Iteration 123Q: 3 clusters Score -3285117 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3285149.000000 Penalty: 5137.818359
	Iteration 124Q: 3 clusters Score -3285149 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3285176.500000 Penalty: 5137.818359
	Iteration 125Q: 3 clusters Score -3285176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3285215.750000 Penalty: 5137.818359
	Iteration 126Q: 3 clusters Score -3285216 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3285241.250000 Penalty: 5137.818359
	Iteration 127Q: 3 clusters Score -3285241 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3285277.500000 Penalty: 5137.818359
	Iteration 128Q: 3 clusters Score -3285278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3285324.750000 Penalty: 5137.818359
	Iteration 129Q: 3 clusters Score -3285325 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3285388.500000 Penalty: 5137.818359
	Iteration 130Q: 3 clusters Score -3285388 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3285445.500000 Penalty: 5137.818359
	Iteration 131Q: 3 clusters Score -3285446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3285518.250000 Penalty: 5137.818359
	Iteration 132Q: 3 clusters Score -3285518 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3285608.000000 Penalty: 5137.818359
	Iteration 133Q: 3 clusters Score -3285608 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3285692.000000 Penalty: 5137.818359
	Iteration 134Q: 3 clusters Score -3285692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3285813.500000 Penalty: 5137.818359
	Iteration 135Q: 3 clusters Score -3285814 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3285902.000000 Penalty: 5137.818359
	Iteration 136Q: 3 clusters Score -3285902 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3285986.250000 Penalty: 5137.818359
	Iteration 137Q: 3 clusters Score -3285986 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3286064.000000 Penalty: 5137.818359
	Iteration 138Q: 3 clusters Score -3286064 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3286116.750000 Penalty: 5137.818359
	Iteration 139Q: 3 clusters Score -3286117 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3286183.000000 Penalty: 5137.818359
	Iteration 140F: 3 clusters Score -3286183 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3286223.500000 Penalty: 5137.818359
	Iteration 141Q: 3 clusters Score -3286224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3286264.500000 Penalty: 5137.818359
	Iteration 142Q: 3 clusters Score -3286264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3286295.500000 Penalty: 5137.818359
	Iteration 143Q: 3 clusters Score -3286296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3286327.500000 Penalty: 5137.818359
	Iteration 144Q: 3 clusters Score -3286328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3286361.500000 Penalty: 5137.818359
	Iteration 145Q: 3 clusters Score -3286362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3286403.000000 Penalty: 5137.818359
	Iteration 146Q: 3 clusters Score -3286403 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3286419.500000 Penalty: 5137.818359
	Iteration 147Q: 3 clusters Score -3286420 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3286432.250000 Penalty: 5137.818359
	Iteration 148Q: 3 clusters Score -3286432 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3286450.000000 Penalty: 5137.818359
	Iteration 149Q: 3 clusters Score -3286450 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3286450.000000 Penalty: 5137.818359
	Iteration 150Q: 3 clusters Score -3286450 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3286452.000000 Penalty: 5137.818359
	Iteration 151Q: 3 clusters Score -3286452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3286461.000000 Penalty: 5137.818359
	Iteration 152Q: 3 clusters Score -3286461 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3286474.250000 Penalty: 5137.818359
	Iteration 153Q: 3 clusters Score -3286474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3286492.000000 Penalty: 5137.818359
	Iteration 154Q: 3 clusters Score -3286492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3286501.500000 Penalty: 5137.818359
	Iteration 155Q: 3 clusters Score -3286502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3286514.750000 Penalty: 5137.818359
	Iteration 156Q: 3 clusters Score -3286515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3286530.500000 Penalty: 5137.818359
	Iteration 157Q: 3 clusters Score -3286530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3286545.000000 Penalty: 5137.818359
	Iteration 158Q: 3 clusters Score -3286545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3286555.500000 Penalty: 5137.818359
	Iteration 159Q: 3 clusters Score -3286556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3286571.750000 Penalty: 5137.818359
	Iteration 160F: 3 clusters Score -3286572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3286571.500000 Penalty: 5137.818359
	Iteration 161Q: 3 clusters Score -3286572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3286571.750000 Penalty: 5137.818359
	Iteration 162Q: 3 clusters Score -3286572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3286578.500000 Penalty: 5137.818359
	Iteration 163Q: 3 clusters Score -3286578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3286581.000000 Penalty: 5137.818359
	Iteration 164Q: 3 clusters Score -3286581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3286594.000000 Penalty: 5137.818359
	Iteration 165Q: 3 clusters Score -3286594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3286606.750000 Penalty: 5137.818359
	Iteration 166Q: 3 clusters Score -3286607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3286611.500000 Penalty: 5137.818359
	Iteration 167Q: 3 clusters Score -3286612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3286622.500000 Penalty: 5137.818359
	Iteration 168Q: 3 clusters Score -3286622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3286620.500000 Penalty: 5137.818359
	Iteration 169Q: 3 clusters Score -3286620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3286622.750000 Penalty: 5137.818359
	Iteration 170Q: 3 clusters Score -3286623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3286620.250000 Penalty: 5137.818359
	Iteration 171Q: 3 clusters Score -3286620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3286619.000000 Penalty: 5137.818359
	Iteration 172Q: 3 clusters Score -3286619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3286622.750000 Penalty: 5137.818359
	Iteration 173Q: 3 clusters Score -3286623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3286626.750000 Penalty: 5137.818359
	Iteration 174Q: 3 clusters Score -3286627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3286624.500000 Penalty: 5137.818359
	Iteration 175Q: 3 clusters Score -3286624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3286626.500000 Penalty: 5137.818359
	Iteration 176Q: 3 clusters Score -3286626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3286626.500000 Penalty: 5137.818359
	Iteration 177F: 3 clusters Score -3286626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -563280.250000 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -563280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -558755.875000 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -558755.9 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -559833.375000 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -559833.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -560018.750000 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -560018.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -560133.750000 Penalty: 4227.396484
	Iteration 3Q: 3 clusters Score -560133.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -560216.812500 Penalty: 4227.396484
	Iteration 4Q: 3 clusters Score -560216.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -560296.500000 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -560296.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -560359.687500 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -560359.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -560415.437500 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -560415.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -560458.125000 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -560458.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -560496.312500 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -560496.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -560523.375000 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -560523.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -560550.750000 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -560550.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -560577.500000 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -560577.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -560600.437500 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -560600.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -560620.312500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -560620.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -560634.125000 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -560634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -560647.000000 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -560647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -560660.062500 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -560660.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -560670.625000 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -560670.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -560682.250000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -560682.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -560689.375000 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -560689.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -560700.062500 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -560700.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -560712.500000 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -560712.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -560722.312500 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -560722.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -560732.500000 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -560732.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -560740.437500 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -560740.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -560751.125000 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -560751.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -560755.750000 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -560755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -560759.875000 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -560759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -560762.687500 Penalty: 4227.396484
	Iteration 29Q: 3 clusters Score -560762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -560763.750000 Penalty: 4227.396484
	Iteration 30Q: 3 clusters Score -560763.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -560764.000000 Penalty: 4227.396484
	Iteration 31Q: 3 clusters Score -560764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -560765.812500 Penalty: 4227.396484
	Iteration 32Q: 3 clusters Score -560765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -560768.437500 Penalty: 4227.396484
	Iteration 33Q: 3 clusters Score -560768.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -560773.062500 Penalty: 4227.396484
	Iteration 34Q: 3 clusters Score -560773.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -560780.500000 Penalty: 4227.396484
	Iteration 35Q: 3 clusters Score -560780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -560786.312500 Penalty: 4227.396484
	Iteration 36Q: 3 clusters Score -560786.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -560792.375000 Penalty: 4227.396484
	Iteration 37Q: 3 clusters Score -560792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -560796.687500 Penalty: 4227.396484
	Iteration 38Q: 3 clusters Score -560796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -560801.062500 Penalty: 4227.396484
	Iteration 39Q: 3 clusters Score -560801.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -560808.000000 Penalty: 4227.396484
	Iteration 40F: 3 clusters Score -560808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -560815.750000 Penalty: 4227.396484
	Iteration 41Q: 3 clusters Score -560815.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -560825.312500 Penalty: 4227.396484
	Iteration 42Q: 3 clusters Score -560825.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -560835.500000 Penalty: 4227.396484
	Iteration 43Q: 3 clusters Score -560835.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -560845.500000 Penalty: 4227.396484
	Iteration 44Q: 3 clusters Score -560845.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -560852.875000 Penalty: 4227.396484
	Iteration 45Q: 3 clusters Score -560852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -560860.500000 Penalty: 4227.396484
	Iteration 46Q: 3 clusters Score -560860.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -560867.062500 Penalty: 4227.396484
	Iteration 47Q: 3 clusters Score -560867.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -560871.875000 Penalty: 4227.396484
	Iteration 48Q: 3 clusters Score -560871.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -560879.562500 Penalty: 4227.396484
	Iteration 49Q: 3 clusters Score -560879.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -560889.062500 Penalty: 4227.396484
	Iteration 50Q: 3 clusters Score -560889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -560899.437500 Penalty: 4227.396484
	Iteration 51Q: 3 clusters Score -560899.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -560910.687500 Penalty: 4227.396484
	Iteration 52Q: 3 clusters Score -560910.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -560919.125000 Penalty: 4227.396484
	Iteration 53Q: 3 clusters Score -560919.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -560927.375000 Penalty: 4227.396484
	Iteration 54Q: 3 clusters Score -560927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -560932.750000 Penalty: 4227.396484
	Iteration 55Q: 3 clusters Score -560932.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -560941.500000 Penalty: 4227.396484
	Iteration 56Q: 3 clusters Score -560941.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -560947.500000 Penalty: 4227.396484
	Iteration 57Q: 3 clusters Score -560947.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -560954.062500 Penalty: 4227.396484
	Iteration 58Q: 3 clusters Score -560954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -560961.187500 Penalty: 4227.396484
	Iteration 59Q: 3 clusters Score -560961.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -560966.000000 Penalty: 4227.396484
	Iteration 60F: 3 clusters Score -560966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -560970.312500 Penalty: 4227.396484
	Iteration 61Q: 3 clusters Score -560970.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -560973.250000 Penalty: 4227.396484
	Iteration 62Q: 3 clusters Score -560973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -560976.437500 Penalty: 4227.396484
	Iteration 63Q: 3 clusters Score -560976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -560980.812500 Penalty: 4227.396484
	Iteration 64Q: 3 clusters Score -560980.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -560983.375000 Penalty: 4227.396484
	Iteration 65Q: 3 clusters Score -560983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -560985.250000 Penalty: 4227.396484
	Iteration 66Q: 3 clusters Score -560985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -560986.062500 Penalty: 4227.396484
	Iteration 67Q: 3 clusters Score -560986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -560989.125000 Penalty: 4227.396484
	Iteration 68Q: 3 clusters Score -560989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -560992.250000 Penalty: 4227.396484
	Iteration 69Q: 3 clusters Score -560992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -560994.125000 Penalty: 4227.396484
	Iteration 70Q: 3 clusters Score -560994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -560997.562500 Penalty: 4227.396484
	Iteration 71Q: 3 clusters Score -560997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -561000.937500 Penalty: 4227.396484
	Iteration 72Q: 3 clusters Score -561000.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -561005.187500 Penalty: 4227.396484
	Iteration 73Q: 3 clusters Score -561005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -561010.625000 Penalty: 4227.396484
	Iteration 74Q: 3 clusters Score -561010.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -561018.937500 Penalty: 4227.396484
	Iteration 75Q: 3 clusters Score -561018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -561025.625000 Penalty: 4227.396484
	Iteration 76Q: 3 clusters Score -561025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -561027.875000 Penalty: 4227.396484
	Iteration 77Q: 3 clusters Score -561027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -561031.500000 Penalty: 4227.396484
	Iteration 78Q: 3 clusters Score -561031.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -561035.812500 Penalty: 4227.396484
	Iteration 79Q: 3 clusters Score -561035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -561037.750000 Penalty: 4227.396484
	Iteration 80F: 3 clusters Score -561037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -561039.062500 Penalty: 4227.396484
	Iteration 81Q: 3 clusters Score -561039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -561040.375000 Penalty: 4227.396484
	Iteration 82Q: 3 clusters Score -561040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -561040.062500 Penalty: 4227.396484
	Iteration 83Q: 3 clusters Score -561040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -561042.250000 Penalty: 4227.396484
	Iteration 84Q: 3 clusters Score -561042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -561043.562500 Penalty: 4227.396484
	Iteration 85Q: 3 clusters Score -561043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -561045.812500 Penalty: 4227.396484
	Iteration 86Q: 3 clusters Score -561045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -561046.625000 Penalty: 4227.396484
	Iteration 87Q: 3 clusters Score -561046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -561049.125000 Penalty: 4227.396484
	Iteration 88Q: 3 clusters Score -561049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -561048.875000 Penalty: 4227.396484
	Iteration 89Q: 3 clusters Score -561048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -561050.062500 Penalty: 4227.396484
	Iteration 90Q: 3 clusters Score -561050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -561052.062500 Penalty: 4227.396484
	Iteration 91Q: 3 clusters Score -561052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -561054.437500 Penalty: 4227.396484
	Iteration 92Q: 3 clusters Score -561054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -561056.625000 Penalty: 4227.396484
	Iteration 93Q: 3 clusters Score -561056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -561056.687500 Penalty: 4227.396484
	Iteration 94Q: 3 clusters Score -561056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -561062.687500 Penalty: 4227.396484
	Iteration 95Q: 3 clusters Score -561062.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -561069.187500 Penalty: 4227.396484
	Iteration 96Q: 3 clusters Score -561069.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -561076.187500 Penalty: 4227.396484
	Iteration 97Q: 3 clusters Score -561076.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -561082.687500 Penalty: 4227.396484
	Iteration 98Q: 3 clusters Score -561082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -561091.062500 Penalty: 4227.396484
	Iteration 99Q: 3 clusters Score -561091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -561100.375000 Penalty: 4227.396484
	Iteration 100F: 3 clusters Score -561100.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -561109.750000 Penalty: 4227.396484
	Iteration 101Q: 3 clusters Score -561109.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -561121.812500 Penalty: 4227.396484
	Iteration 102Q: 3 clusters Score -561121.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -561132.562500 Penalty: 4227.396484
	Iteration 103Q: 3 clusters Score -561132.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -561144.250000 Penalty: 4227.396484
	Iteration 104Q: 3 clusters Score -561144.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -561156.062500 Penalty: 4227.396484
	Iteration 105Q: 3 clusters Score -561156.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -561170.500000 Penalty: 4227.396484
	Iteration 106Q: 3 clusters Score -561170.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -561186.187500 Penalty: 4227.396484
	Iteration 107Q: 3 clusters Score -561186.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -561207.000000 Penalty: 4227.396484
	Iteration 108Q: 3 clusters Score -561207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -561221.062500 Penalty: 4227.396484
	Iteration 109Q: 3 clusters Score -561221.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -561238.312500 Penalty: 4227.396484
	Iteration 110Q: 3 clusters Score -561238.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -561260.437500 Penalty: 4227.396484
	Iteration 111Q: 3 clusters Score -561260.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -561285.500000 Penalty: 4227.396484
	Iteration 112Q: 3 clusters Score -561285.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -561310.250000 Penalty: 4227.396484
	Iteration 113Q: 3 clusters Score -561310.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -561328.375000 Penalty: 4227.396484
	Iteration 114Q: 3 clusters Score -561328.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -561349.625000 Penalty: 4227.396484
	Iteration 115Q: 3 clusters Score -561349.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -561368.625000 Penalty: 4227.396484
	Iteration 116Q: 3 clusters Score -561368.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -561382.937500 Penalty: 4227.396484
	Iteration 117Q: 3 clusters Score -561382.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -561399.500000 Penalty: 4227.396484
	Iteration 118Q: 3 clusters Score -561399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -561408.687500 Penalty: 4227.396484
	Iteration 119Q: 3 clusters Score -561408.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -561416.062500 Penalty: 4227.396484
	Iteration 120F: 3 clusters Score -561416.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -561421.562500 Penalty: 4227.396484
	Iteration 121Q: 3 clusters Score -561421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -561434.000000 Penalty: 4227.396484
	Iteration 122Q: 3 clusters Score -561434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -561439.250000 Penalty: 4227.396484
	Iteration 123Q: 3 clusters Score -561439.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -561445.562500 Penalty: 4227.396484
	Iteration 124Q: 3 clusters Score -561445.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -561456.000000 Penalty: 4227.396484
	Iteration 125Q: 3 clusters Score -561456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -561463.937500 Penalty: 4227.396484
	Iteration 126Q: 3 clusters Score -561463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -561472.687500 Penalty: 4227.396484
	Iteration 127Q: 3 clusters Score -561472.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -561479.500000 Penalty: 4227.396484
	Iteration 128Q: 3 clusters Score -561479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -561481.625000 Penalty: 4227.396484
	Iteration 129Q: 3 clusters Score -561481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -561484.062500 Penalty: 4227.396484
	Iteration 130Q: 3 clusters Score -561484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -561484.562500 Penalty: 4227.396484
	Iteration 131Q: 3 clusters Score -561484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -561485.812500 Penalty: 4227.396484
	Iteration 132Q: 3 clusters Score -561485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -561487.812500 Penalty: 4227.396484
	Iteration 133Q: 3 clusters Score -561487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -561488.875000 Penalty: 4227.396484
	Iteration 134Q: 3 clusters Score -561488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -561488.875000 Penalty: 4227.396484
	Iteration 135Q: 3 clusters Score -561488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -561488.875000 Penalty: 4227.396484
	Iteration 136F: 3 clusters Score -561488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34360.093750 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34360.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34457.917969 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34457.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34506.183594 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34506.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34521.214844 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34521.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34528.011719 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34528.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34530.296875 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34547.675781 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34547.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34551.988281 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34551.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34551.988281 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -34551.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Entering Unmasked Estep 
Score: -1383225.375000 Penalty: 2339.206299
	Iteration 0F: 2 clusters Score -1383225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1374021.625000 Penalty: 4678.412598
	Iteration 0F: 3 clusters Score -1374022 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1376871.250000 Penalty: 4678.412598
	Iteration 1F: 3 clusters Score -1376871 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1377241.750000 Penalty: 4678.412598
	Iteration 2F: 3 clusters Score -1377242 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1377550.125000 Penalty: 4678.412598
	Iteration 3F: 3 clusters Score -1377550 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1377799.500000 Penalty: 4678.412598
	Iteration 4Q: 3 clusters Score -1377800 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1378005.625000 Penalty: 4678.412598
	Iteration 5Q: 3 clusters Score -1378006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1378175.625000 Penalty: 4678.412598
	Iteration 6Q: 3 clusters Score -1378176 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1378350.125000 Penalty: 4678.412598
	Iteration 7Q: 3 clusters Score -1378350 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1378529.125000 Penalty: 4678.412598
	Iteration 8Q: 3 clusters Score -1378529 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1378723.500000 Penalty: 4678.412598
	Iteration 9Q: 3 clusters Score -1378724 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1378939.000000 Penalty: 4678.412598
	Iteration 10Q: 3 clusters Score -1378939 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1379197.750000 Penalty: 4678.412598
	Iteration 11Q: 3 clusters Score -1379198 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1379505.875000 Penalty: 4678.412598
	Iteration 12Q: 3 clusters Score -1379506 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1379844.250000 Penalty: 4678.412598
	Iteration 13Q: 3 clusters Score -1379844 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1380197.875000 Penalty: 4678.412598
	Iteration 14Q: 3 clusters Score -1380198 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1380539.500000 Penalty: 4678.412598
	Iteration 15Q: 3 clusters Score -1380540 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1380837.875000 Penalty: 4678.412598
	Iteration 16Q: 3 clusters Score -1380838 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1381062.875000 Penalty: 4678.412598
	Iteration 17Q: 3 clusters Score -1381063 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1381259.625000 Penalty: 4678.412598
	Iteration 18Q: 3 clusters Score -1381260 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1381438.750000 Penalty: 4678.412598
	Iteration 19Q: 3 clusters Score -1381439 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1381593.125000 Penalty: 4678.412598
	Iteration 20F: 3 clusters Score -1381593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1381766.375000 Penalty: 4678.412598
	Iteration 21Q: 3 clusters Score -1381766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1381896.750000 Penalty: 4678.412598
	Iteration 22Q: 3 clusters Score -1381897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1381971.375000 Penalty: 4678.412598
	Iteration 23Q: 3 clusters Score -1381971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1382042.625000 Penalty: 4678.412598
	Iteration 24Q: 3 clusters Score -1382043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1382083.000000 Penalty: 4678.412598
	Iteration 25Q: 3 clusters Score -1382083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1382116.750000 Penalty: 4678.412598
	Iteration 26Q: 3 clusters Score -1382117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1382147.625000 Penalty: 4678.412598
	Iteration 27Q: 3 clusters Score -1382148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1382162.500000 Penalty: 4678.412598
	Iteration 28Q: 3 clusters Score -1382162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1382173.375000 Penalty: 4678.412598
	Iteration 29Q: 3 clusters Score -1382173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1382177.250000 Penalty: 4678.412598
	Iteration 30Q: 3 clusters Score -1382177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1382182.375000 Penalty: 4678.412598
	Iteration 31Q: 3 clusters Score -1382182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1382188.375000 Penalty: 4678.412598
	Iteration 32Q: 3 clusters Score -1382188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1382191.250000 Penalty: 4678.412598
	Iteration 33Q: 3 clusters Score -1382191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1382195.875000 Penalty: 4678.412598
	Iteration 34Q: 3 clusters Score -1382196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1382199.375000 Penalty: 4678.412598
	Iteration 35Q: 3 clusters Score -1382199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1382200.000000 Penalty: 4678.412598
	Iteration 36Q: 3 clusters Score -1382200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1382200.500000 Penalty: 4678.412598
	Iteration 37Q: 3 clusters Score -1382200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1382200.250000 Penalty: 4678.412598
	Iteration 38Q: 3 clusters Score -1382200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1382203.125000 Penalty: 4678.412598
	Iteration 39Q: 3 clusters Score -1382203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1382203.500000 Penalty: 4678.412598
	Iteration 40F: 3 clusters Score -1382204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1382203.875000 Penalty: 4678.412598
	Iteration 41Q: 3 clusters Score -1382204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1382207.750000 Penalty: 4678.412598
	Iteration 42Q: 3 clusters Score -1382208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1382207.750000 Penalty: 4678.412598
	Iteration 43Q: 3 clusters Score -1382208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1382213.625000 Penalty: 4678.412598
	Iteration 44Q: 3 clusters Score -1382214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1382214.500000 Penalty: 4678.412598
	Iteration 45Q: 3 clusters Score -1382214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1382214.125000 Penalty: 4678.412598
	Iteration 46Q: 3 clusters Score -1382214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1382216.500000 Penalty: 4678.412598
	Iteration 47Q: 3 clusters Score -1382216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1382216.500000 Penalty: 4678.412598
	Iteration 48F: 3 clusters Score -1382216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -705056.125000 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -705056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -699661.125000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -699661.1 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -701047.187500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -701047.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -701310.187500 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -701310.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -701537.312500 Penalty: 4346.893066
	Iteration 3F: 3 clusters Score -701537.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -701789.312500 Penalty: 4346.893066
	Iteration 4F: 3 clusters Score -701789.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -702047.437500 Penalty: 4346.893066
	Iteration 5F: 3 clusters Score -702047.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -702272.250000 Penalty: 4346.893066
	Iteration 6F: 3 clusters Score -702272.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -702476.375000 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -702476.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -702650.562500 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -702650.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -702793.437500 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -702793.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -702917.750000 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -702917.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -703009.062500 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -703009.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -703085.875000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -703085.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -703158.937500 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -703158.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -703239.312500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -703239.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -703321.875000 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -703321.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -703415.812500 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -703415.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -703516.250000 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -703516.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -703611.187500 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -703611.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -703720.750000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -703720.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -703860.375000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -703860.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -703974.062500 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -703974.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -704018.187500 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -704018.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -704041.937500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -704041.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -704057.062500 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -704057.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -704068.562500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -704068.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -704073.000000 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -704073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -704075.875000 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -704075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -704080.437500 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -704080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -704084.687500 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -704084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -704089.625000 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -704089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -704094.500000 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -704094.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -704103.937500 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -704103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -704111.875000 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -704111.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -704120.937500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -704120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -704125.250000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -704125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -704132.250000 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -704132.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -704140.062500 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -704140.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -704145.125000 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -704145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -704150.875000 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -704150.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -704159.562500 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -704159.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -704167.562500 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -704167.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -704179.625000 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -704179.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -704200.750000 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -704200.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -704241.875000 Penalty: 4346.893066
	Iteration 44Q: 3 clusters Score -704241.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -704284.312500 Penalty: 4346.893066
	Iteration 45Q: 3 clusters Score -704284.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -704316.562500 Penalty: 4346.893066
	Iteration 46Q: 3 clusters Score -704316.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -704352.625000 Penalty: 4346.893066
	Iteration 47Q: 3 clusters Score -704352.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -704394.187500 Penalty: 4346.893066
	Iteration 48Q: 3 clusters Score -704394.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -704444.375000 Penalty: 4346.893066
	Iteration 49Q: 3 clusters Score -704444.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -704485.062500 Penalty: 4346.893066
	Iteration 50Q: 3 clusters Score -704485.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -704519.937500 Penalty: 4346.893066
	Iteration 51Q: 3 clusters Score -704519.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -704557.125000 Penalty: 4346.893066
	Iteration 52Q: 3 clusters Score -704557.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -704584.875000 Penalty: 4346.893066
	Iteration 53Q: 3 clusters Score -704584.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -704614.750000 Penalty: 4346.893066
	Iteration 54Q: 3 clusters Score -704614.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -704635.562500 Penalty: 4346.893066
	Iteration 55Q: 3 clusters Score -704635.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -704648.187500 Penalty: 4346.893066
	Iteration 56Q: 3 clusters Score -704648.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -704658.000000 Penalty: 4346.893066
	Iteration 57Q: 3 clusters Score -704658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -704667.812500 Penalty: 4346.893066
	Iteration 58Q: 3 clusters Score -704667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -704672.750000 Penalty: 4346.893066
	Iteration 59Q: 3 clusters Score -704672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -704682.937500 Penalty: 4346.893066
	Iteration 60F: 3 clusters Score -704682.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -704691.625000 Penalty: 4346.893066
	Iteration 61Q: 3 clusters Score -704691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -704696.625000 Penalty: 4346.893066
	Iteration 62Q: 3 clusters Score -704696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -704700.187500 Penalty: 4346.893066
	Iteration 63Q: 3 clusters Score -704700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -704703.437500 Penalty: 4346.893066
	Iteration 64Q: 3 clusters Score -704703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -704704.750000 Penalty: 4346.893066
	Iteration 65Q: 3 clusters Score -704704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -704705.187500 Penalty: 4346.893066
	Iteration 66Q: 3 clusters Score -704705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -704706.500000 Penalty: 4346.893066
	Iteration 67Q: 3 clusters Score -704706.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -704706.500000 Penalty: 4346.893066
	Iteration 68F: 3 clusters Score -704706.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23928.689453 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23928.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24089.734375 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24089.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24166.910156 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24166.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24290.361328 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24290.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24315.871094 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24315.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24319.039062 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24319.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24324.919922 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24324.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24336.277344 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24336.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24336.277344 Penalty: 2815.669922
	Iteration 8F: 3 clusters Score -24336.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Entering Unmasked Estep 
Score: -1840467.625000 Penalty: 2399.902344
	Iteration 0F: 2 clusters Score -1840468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1829040.750000 Penalty: 4799.804688
	Iteration 0F: 3 clusters Score -1829041 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1832717.125000 Penalty: 4799.804688
	Iteration 1F: 3 clusters Score -1832717 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1833134.125000 Penalty: 4799.804688
	Iteration 2F: 3 clusters Score -1833134 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1833475.250000 Penalty: 4799.804688
	Iteration 3F: 3 clusters Score -1833475 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1833768.125000 Penalty: 4799.804688
	Iteration 4Q: 3 clusters Score -1833768 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1834040.000000 Penalty: 4799.804688
	Iteration 5Q: 3 clusters Score -1834040 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1834276.000000 Penalty: 4799.804688
	Iteration 6Q: 3 clusters Score -1834276 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1834496.000000 Penalty: 4799.804688
	Iteration 7Q: 3 clusters Score -1834496 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1834734.000000 Penalty: 4799.804688
	Iteration 8Q: 3 clusters Score -1834734 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1834987.625000 Penalty: 4799.804688
	Iteration 9Q: 3 clusters Score -1834988 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1835286.500000 Penalty: 4799.804688
	Iteration 10Q: 3 clusters Score -1835286 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1835584.375000 Penalty: 4799.804688
	Iteration 11Q: 3 clusters Score -1835584 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1835873.750000 Penalty: 4799.804688
	Iteration 12Q: 3 clusters Score -1835874 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1836129.250000 Penalty: 4799.804688
	Iteration 13Q: 3 clusters Score -1836129 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1836323.000000 Penalty: 4799.804688
	Iteration 14Q: 3 clusters Score -1836323 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1836456.250000 Penalty: 4799.804688
	Iteration 15Q: 3 clusters Score -1836456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1836549.625000 Penalty: 4799.804688
	Iteration 16Q: 3 clusters Score -1836550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1836623.250000 Penalty: 4799.804688
	Iteration 17Q: 3 clusters Score -1836623 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1836692.375000 Penalty: 4799.804688
	Iteration 18Q: 3 clusters Score -1836692 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1836751.375000 Penalty: 4799.804688
	Iteration 19Q: 3 clusters Score -1836751 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1836800.125000 Penalty: 4799.804688
	Iteration 20F: 3 clusters Score -1836800 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1836827.000000 Penalty: 4799.804688
	Iteration 21Q: 3 clusters Score -1836827 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1836855.625000 Penalty: 4799.804688
	Iteration 22Q: 3 clusters Score -1836856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1836892.375000 Penalty: 4799.804688
	Iteration 23Q: 3 clusters Score -1836892 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1836919.875000 Penalty: 4799.804688
	Iteration 24Q: 3 clusters Score -1836920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1836953.625000 Penalty: 4799.804688
	Iteration 25Q: 3 clusters Score -1836954 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1836986.000000 Penalty: 4799.804688
	Iteration 26Q: 3 clusters Score -1836986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1837009.750000 Penalty: 4799.804688
	Iteration 27Q: 3 clusters Score -1837010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1837049.375000 Penalty: 4799.804688
	Iteration 28Q: 3 clusters Score -1837049 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1837085.250000 Penalty: 4799.804688
	Iteration 29Q: 3 clusters Score -1837085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1837122.250000 Penalty: 4799.804688
	Iteration 30Q: 3 clusters Score -1837122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1837158.000000 Penalty: 4799.804688
	Iteration 31Q: 3 clusters Score -1837158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1837198.625000 Penalty: 4799.804688
	Iteration 32Q: 3 clusters Score -1837199 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1837246.625000 Penalty: 4799.804688
	Iteration 33Q: 3 clusters Score -1837247 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1837285.750000 Penalty: 4799.804688
	Iteration 34Q: 3 clusters Score -1837286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1837326.500000 Penalty: 4799.804688
	Iteration 35Q: 3 clusters Score -1837326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1837373.000000 Penalty: 4799.804688
	Iteration 36Q: 3 clusters Score -1837373 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1837431.250000 Penalty: 4799.804688
	Iteration 37Q: 3 clusters Score -1837431 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1837475.125000 Penalty: 4799.804688
	Iteration 38Q: 3 clusters Score -1837475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1837513.625000 Penalty: 4799.804688
	Iteration 39Q: 3 clusters Score -1837514 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1837557.125000 Penalty: 4799.804688
	Iteration 40F: 3 clusters Score -1837557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1837590.375000 Penalty: 4799.804688
	Iteration 41Q: 3 clusters Score -1837590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1837638.750000 Penalty: 4799.804688
	Iteration 42Q: 3 clusters Score -1837639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1837682.500000 Penalty: 4799.804688
	Iteration 43Q: 3 clusters Score -1837682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1837734.000000 Penalty: 4799.804688
	Iteration 44Q: 3 clusters Score -1837734 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1837782.250000 Penalty: 4799.804688
	Iteration 45Q: 3 clusters Score -1837782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1837823.625000 Penalty: 4799.804688
	Iteration 46Q: 3 clusters Score -1837824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1837877.875000 Penalty: 4799.804688
	Iteration 47Q: 3 clusters Score -1837878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1837912.750000 Penalty: 4799.804688
	Iteration 48Q: 3 clusters Score -1837913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1837951.250000 Penalty: 4799.804688
	Iteration 49Q: 3 clusters Score -1837951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1837982.250000 Penalty: 4799.804688
	Iteration 50Q: 3 clusters Score -1837982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1838024.875000 Penalty: 4799.804688
	Iteration 51Q: 3 clusters Score -1838025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1838054.125000 Penalty: 4799.804688
	Iteration 52Q: 3 clusters Score -1838054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1838082.125000 Penalty: 4799.804688
	Iteration 53Q: 3 clusters Score -1838082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1838114.250000 Penalty: 4799.804688
	Iteration 54Q: 3 clusters Score -1838114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1838149.250000 Penalty: 4799.804688
	Iteration 55Q: 3 clusters Score -1838149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1838183.375000 Penalty: 4799.804688
	Iteration 56Q: 3 clusters Score -1838183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1838205.500000 Penalty: 4799.804688
	Iteration 57Q: 3 clusters Score -1838206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1838222.500000 Penalty: 4799.804688
	Iteration 58Q: 3 clusters Score -1838222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1838240.500000 Penalty: 4799.804688
	Iteration 59Q: 3 clusters Score -1838240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1838255.750000 Penalty: 4799.804688
	Iteration 60F: 3 clusters Score -1838256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1838272.875000 Penalty: 4799.804688
	Iteration 61Q: 3 clusters Score -1838273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1838287.750000 Penalty: 4799.804688
	Iteration 62Q: 3 clusters Score -1838288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1838293.750000 Penalty: 4799.804688
	Iteration 63Q: 3 clusters Score -1838294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1838297.500000 Penalty: 4799.804688
	Iteration 64Q: 3 clusters Score -1838298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1838303.000000 Penalty: 4799.804688
	Iteration 65Q: 3 clusters Score -1838303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1838307.125000 Penalty: 4799.804688
	Iteration 66Q: 3 clusters Score -1838307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1838307.375000 Penalty: 4799.804688
	Iteration 67Q: 3 clusters Score -1838307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1838309.125000 Penalty: 4799.804688
	Iteration 68Q: 3 clusters Score -1838309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1838309.500000 Penalty: 4799.804688
	Iteration 69Q: 3 clusters Score -1838310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1838308.125000 Penalty: 4799.804688
	Iteration 70Q: 3 clusters Score -1838308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1838309.875000 Penalty: 4799.804688
	Iteration 71Q: 3 clusters Score -1838310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1838311.375000 Penalty: 4799.804688
	Iteration 72Q: 3 clusters Score -1838311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1838317.375000 Penalty: 4799.804688
	Iteration 73Q: 3 clusters Score -1838317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1838320.000000 Penalty: 4799.804688
	Iteration 74Q: 3 clusters Score -1838320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1838321.875000 Penalty: 4799.804688
	Iteration 75Q: 3 clusters Score -1838322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1838324.500000 Penalty: 4799.804688
	Iteration 76Q: 3 clusters Score -1838324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1838322.500000 Penalty: 4799.804688
	Iteration 77Q: 3 clusters Score -1838322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1838323.750000 Penalty: 4799.804688
	Iteration 78Q: 3 clusters Score -1838324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1838323.000000 Penalty: 4799.804688
	Iteration 79Q: 3 clusters Score -1838323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1838326.125000 Penalty: 4799.804688
	Iteration 80F: 3 clusters Score -1838326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1838327.750000 Penalty: 4799.804688
	Iteration 81Q: 3 clusters Score -1838328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1838327.500000 Penalty: 4799.804688
	Iteration 82Q: 3 clusters Score -1838328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1838327.750000 Penalty: 4799.804688
	Iteration 83Q: 3 clusters Score -1838328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1838327.750000 Penalty: 4799.804688
	Iteration 84Q: 3 clusters Score -1838328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1838327.750000 Penalty: 4799.804688
	Iteration 85F: 3 clusters Score -1838328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14481.465820 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14481.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14557.460938 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14557.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14576.742188 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14576.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14576.742188 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14576.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -15189.396484 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -15189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14115.892578 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -14115.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14160.973633 Penalty: 2558.891357
	Iteration 1F: 3 clusters Score -14160.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14168.111328 Penalty: 2558.891357
	Iteration 2Q: 3 clusters Score -14168.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14168.111328 Penalty: 2558.891357
	Iteration 3F: 3 clusters Score -14168.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Entering Unmasked Estep 
Score: -1685299.875000 Penalty: 2377.574463
	Iteration 0F: 2 clusters Score -1685300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1674702.000000 Penalty: 4755.148926
	Iteration 0F: 3 clusters Score -1674702 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1678089.750000 Penalty: 4755.148926
	Iteration 1F: 3 clusters Score -1678090 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1678480.500000 Penalty: 4755.148926
	Iteration 2F: 3 clusters Score -1678480 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1678814.625000 Penalty: 4755.148926
	Iteration 3Q: 3 clusters Score -1678815 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1679144.500000 Penalty: 4755.148926
	Iteration 4Q: 3 clusters Score -1679144 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1679476.875000 Penalty: 4755.148926
	Iteration 5Q: 3 clusters Score -1679477 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1679840.750000 Penalty: 4755.148926
	Iteration 6Q: 3 clusters Score -1679841 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1680274.750000 Penalty: 4755.148926
	Iteration 7Q: 3 clusters Score -1680275 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1680714.625000 Penalty: 4755.148926
	Iteration 8Q: 3 clusters Score -1680715 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1681180.750000 Penalty: 4755.148926
	Iteration 9Q: 3 clusters Score -1681181 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1681574.250000 Penalty: 4755.148926
	Iteration 10Q: 3 clusters Score -1681574 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1681921.625000 Penalty: 4755.148926
	Iteration 11Q: 3 clusters Score -1681922 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1682228.000000 Penalty: 4755.148926
	Iteration 12Q: 3 clusters Score -1682228 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1682470.250000 Penalty: 4755.148926
	Iteration 13Q: 3 clusters Score -1682470 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1682637.625000 Penalty: 4755.148926
	Iteration 14Q: 3 clusters Score -1682638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1682763.625000 Penalty: 4755.148926
	Iteration 15Q: 3 clusters Score -1682764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1682871.000000 Penalty: 4755.148926
	Iteration 16Q: 3 clusters Score -1682871 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1682957.750000 Penalty: 4755.148926
	Iteration 17Q: 3 clusters Score -1682958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1683034.750000 Penalty: 4755.148926
	Iteration 18Q: 3 clusters Score -1683035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1683098.875000 Penalty: 4755.148926
	Iteration 19Q: 3 clusters Score -1683099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1683134.375000 Penalty: 4755.148926
	Iteration 20F: 3 clusters Score -1683134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1683157.125000 Penalty: 4755.148926
	Iteration 21Q: 3 clusters Score -1683157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1683184.875000 Penalty: 4755.148926
	Iteration 22Q: 3 clusters Score -1683185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1683204.375000 Penalty: 4755.148926
	Iteration 23Q: 3 clusters Score -1683204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1683218.500000 Penalty: 4755.148926
	Iteration 24Q: 3 clusters Score -1683218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1683230.500000 Penalty: 4755.148926
	Iteration 25Q: 3 clusters Score -1683230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1683247.125000 Penalty: 4755.148926
	Iteration 26Q: 3 clusters Score -1683247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1683269.375000 Penalty: 4755.148926
	Iteration 27Q: 3 clusters Score -1683269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1683290.000000 Penalty: 4755.148926
	Iteration 28Q: 3 clusters Score -1683290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1683300.375000 Penalty: 4755.148926
	Iteration 29Q: 3 clusters Score -1683300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1683307.750000 Penalty: 4755.148926
	Iteration 30Q: 3 clusters Score -1683308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1683310.000000 Penalty: 4755.148926
	Iteration 31Q: 3 clusters Score -1683310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1683312.625000 Penalty: 4755.148926
	Iteration 32Q: 3 clusters Score -1683313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1683313.875000 Penalty: 4755.148926
	Iteration 33Q: 3 clusters Score -1683314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1683315.875000 Penalty: 4755.148926
	Iteration 34Q: 3 clusters Score -1683316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1683317.125000 Penalty: 4755.148926
	Iteration 35Q: 3 clusters Score -1683317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1683321.625000 Penalty: 4755.148926
	Iteration 36Q: 3 clusters Score -1683322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1683321.750000 Penalty: 4755.148926
	Iteration 37Q: 3 clusters Score -1683322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1683324.375000 Penalty: 4755.148926
	Iteration 38Q: 3 clusters Score -1683324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1683326.500000 Penalty: 4755.148926
	Iteration 39Q: 3 clusters Score -1683326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1683332.250000 Penalty: 4755.148926
	Iteration 40F: 3 clusters Score -1683332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1683333.875000 Penalty: 4755.148926
	Iteration 41Q: 3 clusters Score -1683334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1683339.250000 Penalty: 4755.148926
	Iteration 42Q: 3 clusters Score -1683339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1683341.750000 Penalty: 4755.148926
	Iteration 43Q: 3 clusters Score -1683342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1683343.250000 Penalty: 4755.148926
	Iteration 44Q: 3 clusters Score -1683343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1683343.500000 Penalty: 4755.148926
	Iteration 45Q: 3 clusters Score -1683344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1683345.500000 Penalty: 4755.148926
	Iteration 46Q: 3 clusters Score -1683346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1683346.250000 Penalty: 4755.148926
	Iteration 47Q: 3 clusters Score -1683346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1683346.250000 Penalty: 4755.148926
	Iteration 48F: 3 clusters Score -1683346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 49854 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98711 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23128 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32794 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18782 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343745 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15947 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 174 members 
Mstep: Class 45 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920888.000000 Penalty: 157755.078125
Iteration 319Q: 47 clusters Score -1.109209e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 43288 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98665 members 
Mstep: Class 13 contains 48587 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23144 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32794 members 
Mstep: Class 26 contains 15582 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18781 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343738 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15971 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14609 members 
Mstep: Class 46 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920960.000000 Penalty: 157755.078125
Iteration 320F: 47 clusters Score -1.10921e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 49739 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23834 members 
Mstep: Class 9 contains 43300 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98614 members 
Mstep: Class 13 contains 48605 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 23166 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32792 members 
Mstep: Class 26 contains 15584 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108715 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18776 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343759 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 15998 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14640 members 
Mstep: Class 46 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920880.000000 Penalty: 157755.078125
Iteration 321Q: 47 clusters Score -1.109209e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 49677 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 43308 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 98563 members 
Mstep: Class 13 contains 48621 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23192 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32792 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18772 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343752 members 
Mstep: Class 34 contains 3053 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31518 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16022 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14689 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921064.000000 Penalty: 157755.078125
Iteration 322Q: 47 clusters Score -1.109211e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 49623 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23851 members 
Mstep: Class 9 contains 43318 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 98495 members 
Mstep: Class 13 contains 48633 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23219 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32791 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108713 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18764 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343763 members 
Mstep: Class 34 contains 3054 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16054 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14732 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921024.000000 Penalty: 157755.078125
Iteration 323Q: 47 clusters Score -1.10921e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 49573 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23855 members 
Mstep: Class 9 contains 43328 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 98455 members 
Mstep: Class 13 contains 48651 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23236 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 4687 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32791 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108711 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18761 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 343754 members 
Mstep: Class 34 contains 3054 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16074 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14780 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921096.000000 Penalty: 157755.078125
Iteration 324Q: 47 clusters Score -1.109211e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 49521 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23864 members 
Mstep: Class 9 contains 43340 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 98405 members 
Mstep: Class 13 contains 48668 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23251 members 
Mstep: Class 19 contains 8689 members 
Mstep: Class 20 contains 4675 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32790 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108710 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18758 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 343753 members 
Mstep: Class 34 contains 3053 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31512 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16093 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14827 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921208.000000 Penalty: 157755.078125
Iteration 325Q: 47 clusters Score -1.109212e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23867 members 
Mstep: Class 9 contains 43348 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 98349 members 
Mstep: Class 13 contains 48689 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23276 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 4658 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32790 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108708 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18760 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343740 members 
Mstep: Class 34 contains 3054 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31514 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16113 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14874 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921384.000000 Penalty: 157755.078125
Iteration 326Q: 47 clusters Score -1.109214e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 49413 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23873 members 
Mstep: Class 9 contains 43359 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 98304 members 
Mstep: Class 13 contains 48702 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23298 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32788 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108704 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18757 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343735 members 
Mstep: Class 34 contains 3054 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31515 members 
Mstep: Class 37 contains 5029 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16133 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921472.000000 Penalty: 157755.078125
Iteration 327Q: 47 clusters Score -1.109215e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 49363 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 23881 members 
Mstep: Class 9 contains 43367 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98239 members 
Mstep: Class 13 contains 48712 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23331 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 4637 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32789 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108700 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18754 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343735 members 
Mstep: Class 34 contains 3053 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31512 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16146 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 14985 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921512.000000 Penalty: 157755.078125
Iteration 328Q: 47 clusters Score -1.109215e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 49317 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23890 members 
Mstep: Class 9 contains 43380 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98176 members 
Mstep: Class 13 contains 48720 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23359 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 4632 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32788 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108698 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18754 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343735 members 
Mstep: Class 34 contains 3050 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31511 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16163 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15030 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921592.000000 Penalty: 157755.078125
Iteration 329Q: 47 clusters Score -1.109216e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 49264 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23897 members 
Mstep: Class 9 contains 43391 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98122 members 
Mstep: Class 13 contains 48725 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23385 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 4629 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32786 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108695 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18753 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343749 members 
Mstep: Class 34 contains 3051 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16178 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15065 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921512.000000 Penalty: 157755.078125
Iteration 330Q: 47 clusters Score -1.109215e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 49210 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23901 members 
Mstep: Class 9 contains 43404 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98081 members 
Mstep: Class 13 contains 48732 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4255 members 
Mstep: Class 18 contains 23409 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 4625 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108694 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18751 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 343747 members 
Mstep: Class 34 contains 3051 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31510 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16191 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15102 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921592.000000 Penalty: 157755.078125
Iteration 331Q: 47 clusters Score -1.109216e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 49166 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23908 members 
Mstep: Class 9 contains 43419 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98046 members 
Mstep: Class 13 contains 48742 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4254 members 
Mstep: Class 18 contains 23428 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108694 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18751 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 343737 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12490 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16197 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15137 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921664.000000 Penalty: 157755.078125
Iteration 332Q: 47 clusters Score -1.109217e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 49126 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23910 members 
Mstep: Class 9 contains 43431 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 98004 members 
Mstep: Class 13 contains 48756 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4255 members 
Mstep: Class 18 contains 23446 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108694 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18750 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343733 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12490 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16203 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15175 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921672.000000 Penalty: 157755.078125
Iteration 333Q: 47 clusters Score -1.109217e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 49092 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23914 members 
Mstep: Class 9 contains 43439 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97979 members 
Mstep: Class 13 contains 48773 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23464 members 
Mstep: Class 19 contains 8689 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108694 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18749 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343713 members 
Mstep: Class 34 contains 3048 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31508 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12490 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16206 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15218 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921696.000000 Penalty: 157755.078125
Iteration 334Q: 47 clusters Score -1.109217e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 49062 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23914 members 
Mstep: Class 9 contains 43446 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97951 members 
Mstep: Class 13 contains 48788 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23483 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108692 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18750 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343685 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31510 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12490 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16214 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15263 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921768.000000 Penalty: 157755.078125
Iteration 335Q: 47 clusters Score -1.109218e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 49034 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23920 members 
Mstep: Class 9 contains 43459 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97923 members 
Mstep: Class 13 contains 48804 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25238 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23496 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 4580 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13144 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18749 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343646 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12489 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16218 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15318 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921768.000000 Penalty: 157755.078125
Iteration 336Q: 47 clusters Score -1.109218e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 48998 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23933 members 
Mstep: Class 9 contains 43474 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97892 members 
Mstep: Class 13 contains 48818 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25237 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23517 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108692 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18749 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343623 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31516 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16222 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15359 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921808.000000 Penalty: 157755.078125
Iteration 337Q: 47 clusters Score -1.109218e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 48959 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23947 members 
Mstep: Class 9 contains 43486 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97860 members 
Mstep: Class 13 contains 48836 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23537 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 4561 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18749 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343593 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31512 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16230 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15400 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921848.000000 Penalty: 157755.078125
Iteration 338Q: 47 clusters Score -1.109218e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23961 members 
Mstep: Class 9 contains 43498 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97826 members 
Mstep: Class 13 contains 48854 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23547 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 4557 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18745 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343567 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16233 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15440 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922072.000000 Penalty: 157755.078125
Iteration 339Q: 47 clusters Score -1.109221e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 48890 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23972 members 
Mstep: Class 9 contains 43505 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97789 members 
Mstep: Class 13 contains 48859 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23561 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18743 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 343574 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31515 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12488 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16233 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15471 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922136.000000 Penalty: 157755.078125
Iteration 340F: 47 clusters Score -1.109221e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 48855 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23985 members 
Mstep: Class 9 contains 43521 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97756 members 
Mstep: Class 13 contains 48866 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23573 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4546 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18741 members 
Mstep: Class 32 contains 5943 members 
Mstep: Class 33 contains 343561 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31516 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16232 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15514 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922032.000000 Penalty: 157755.078125
Iteration 341Q: 47 clusters Score -1.10922e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 48816 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23991 members 
Mstep: Class 9 contains 43533 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97717 members 
Mstep: Class 13 contains 48876 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23580 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18740 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 343567 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31521 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16232 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15551 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921872.000000 Penalty: 157755.078125
Iteration 342Q: 47 clusters Score -1.109219e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 48781 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23997 members 
Mstep: Class 9 contains 43546 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97690 members 
Mstep: Class 13 contains 48883 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23586 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 4540 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18735 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343559 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31517 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16232 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15601 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921856.000000 Penalty: 157755.078125
Iteration 343Q: 47 clusters Score -1.109219e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 48753 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 23999 members 
Mstep: Class 9 contains 43561 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97661 members 
Mstep: Class 13 contains 48886 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23600 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 4539 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32784 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18736 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343542 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31513 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12486 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16234 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15649 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922056.000000 Penalty: 157755.078125
Iteration 344Q: 47 clusters Score -1.109221e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 48727 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24001 members 
Mstep: Class 9 contains 43586 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97640 members 
Mstep: Class 13 contains 48892 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23625 members 
Mstep: Class 19 contains 8689 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18730 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343484 members 
Mstep: Class 34 contains 3044 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31510 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12485 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16237 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15709 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922208.000000 Penalty: 157755.078125
Iteration 345Q: 47 clusters Score -1.109222e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24003 members 
Mstep: Class 9 contains 43608 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97601 members 
Mstep: Class 13 contains 48900 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23641 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343445 members 
Mstep: Class 34 contains 3044 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12484 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16241 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15760 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922296.000000 Penalty: 157755.078125
Iteration 346Q: 47 clusters Score -1.109223e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 48682 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24002 members 
Mstep: Class 9 contains 43624 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97575 members 
Mstep: Class 13 contains 48909 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 8694 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32783 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343402 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12481 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16251 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15805 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922360.000000 Penalty: 157755.078125
Iteration 347Q: 47 clusters Score -1.109224e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 48659 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24001 members 
Mstep: Class 9 contains 43635 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97549 members 
Mstep: Class 13 contains 48922 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23675 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343360 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31508 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12480 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16261 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922496.000000 Penalty: 157755.078125
Iteration 348Q: 47 clusters Score -1.109225e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 48636 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24005 members 
Mstep: Class 9 contains 43637 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97522 members 
Mstep: Class 13 contains 48929 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23694 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 4536 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343338 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31511 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12478 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16267 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15882 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922744.000000 Penalty: 157755.078125
Iteration 349Q: 47 clusters Score -1.109227e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 48619 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24006 members 
Mstep: Class 9 contains 43642 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97500 members 
Mstep: Class 13 contains 48936 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23705 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 4536 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343321 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12476 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16273 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15908 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922632.000000 Penalty: 157755.078125
Iteration 350Q: 47 clusters Score -1.109226e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 48603 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24006 members 
Mstep: Class 9 contains 43654 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97483 members 
Mstep: Class 13 contains 48941 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23725 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343282 members 
Mstep: Class 34 contains 3037 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31509 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12472 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16282 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15935 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922752.000000 Penalty: 157755.078125
Iteration 351Q: 47 clusters Score -1.109228e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 48582 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24009 members 
Mstep: Class 9 contains 43663 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 97464 members 
Mstep: Class 13 contains 48950 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 8703 members 
Mstep: Class 20 contains 4533 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32782 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343254 members 
Mstep: Class 34 contains 3037 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31511 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12470 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16289 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15957 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922800.000000 Penalty: 157755.078125
Iteration 352Q: 47 clusters Score -1.109228e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 48556 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24011 members 
Mstep: Class 9 contains 43666 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97440 members 
Mstep: Class 13 contains 48966 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 4529 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32781 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343234 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31515 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12466 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16297 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 15984 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922752.000000 Penalty: 157755.078125
Iteration 353Q: 47 clusters Score -1.109228e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 48538 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 43676 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97420 members 
Mstep: Class 13 contains 48978 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23772 members 
Mstep: Class 19 contains 8705 members 
Mstep: Class 20 contains 4525 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32778 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343207 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12465 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16301 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16003 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922928.000000 Penalty: 157755.078125
Iteration 354Q: 47 clusters Score -1.109229e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 48513 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 43687 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97402 members 
Mstep: Class 13 contains 48983 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23782 members 
Mstep: Class 19 contains 8704 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32776 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343205 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31519 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12465 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16308 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16023 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922960.000000 Penalty: 157755.078125
Iteration 355Q: 47 clusters Score -1.10923e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 48488 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 43702 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97392 members 
Mstep: Class 13 contains 48991 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23793 members 
Mstep: Class 19 contains 8707 members 
Mstep: Class 20 contains 4514 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32775 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18723 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343181 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12465 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16311 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16046 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922768.000000 Penalty: 157755.078125
Iteration 356Q: 47 clusters Score -1.109228e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 48468 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 43711 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97374 members 
Mstep: Class 13 contains 49001 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23802 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32775 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343184 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12464 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16308 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16056 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922720.000000 Penalty: 157755.078125
Iteration 357Q: 47 clusters Score -1.109227e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 48443 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24015 members 
Mstep: Class 9 contains 43718 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97360 members 
Mstep: Class 13 contains 49002 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23807 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32775 members 
Mstep: Class 26 contains 15585 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343193 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12461 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16313 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16067 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922760.000000 Penalty: 157755.078125
Iteration 358Q: 47 clusters Score -1.109228e+08 nChanged 93
Entering ConstructFrom: 
Score: -110922760.000000 Penalty: 157755.078125
Entering ConstructFrom: 
Trying to split cluster 1 (19371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Entering Unmasked Estep 
Score: -2237702.250000 Penalty: 2448.140137
	Iteration 0F: 2 clusters Score -2237702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2223937.500000 Penalty: 4896.280273
	Iteration 0F: 3 clusters Score -2223938 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2228411.500000 Penalty: 4896.280273
	Iteration 1F: 3 clusters Score -2228412 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2228762.500000 Penalty: 4896.280273
	Iteration 2F: 3 clusters Score -2228762 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2229021.500000 Penalty: 4896.280273
	Iteration 3Q: 3 clusters Score -2229022 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2229228.750000 Penalty: 4896.280273
	Iteration 4Q: 3 clusters Score -2229229 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2229383.000000 Penalty: 4896.280273
	Iteration 5Q: 3 clusters Score -2229383 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2229522.500000 Penalty: 4896.280273
	Iteration 6Q: 3 clusters Score -2229522 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2229665.750000 Penalty: 4896.280273
	Iteration 7Q: 3 clusters Score -2229666 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2229777.500000 Penalty: 4896.280273
	Iteration 8Q: 3 clusters Score -2229778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2229899.500000 Penalty: 4896.280273
	Iteration 9Q: 3 clusters Score -2229900 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2230035.750000 Penalty: 4896.280273
	Iteration 10Q: 3 clusters Score -2230036 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2230197.250000 Penalty: 4896.280273
	Iteration 11Q: 3 clusters Score -2230197 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2230387.750000 Penalty: 4896.280273
	Iteration 12Q: 3 clusters Score -2230388 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2230650.250000 Penalty: 4896.280273
	Iteration 13Q: 3 clusters Score -2230650 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2230993.250000 Penalty: 4896.280273
	Iteration 14Q: 3 clusters Score -2230993 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2231470.250000 Penalty: 4896.280273
	Iteration 15Q: 3 clusters Score -2231470 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2232077.500000 Penalty: 4896.280273
	Iteration 16Q: 3 clusters Score -2232078 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2232824.250000 Penalty: 4896.280273
	Iteration 17F: 3 clusters Score -2232824 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2233576.750000 Penalty: 4896.280273
	Iteration 18Q: 3 clusters Score -2233577 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2234241.250000 Penalty: 4896.280273
	Iteration 19Q: 3 clusters Score -2234241 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2234728.750000 Penalty: 4896.280273
	Iteration 20F: 3 clusters Score -2234729 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2235003.750000 Penalty: 4896.280273
	Iteration 21Q: 3 clusters Score -2235004 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2235181.750000 Penalty: 4896.280273
	Iteration 22Q: 3 clusters Score -2235182 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2235300.250000 Penalty: 4896.280273
	Iteration 23Q: 3 clusters Score -2235300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2235384.750000 Penalty: 4896.280273
	Iteration 24Q: 3 clusters Score -2235385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2235432.500000 Penalty: 4896.280273
	Iteration 25Q: 3 clusters Score -2235432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2235469.250000 Penalty: 4896.280273
	Iteration 26Q: 3 clusters Score -2235469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2235490.750000 Penalty: 4896.280273
	Iteration 27Q: 3 clusters Score -2235491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2235504.750000 Penalty: 4896.280273
	Iteration 28Q: 3 clusters Score -2235505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2235512.500000 Penalty: 4896.280273
	Iteration 29Q: 3 clusters Score -2235512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2235519.750000 Penalty: 4896.280273
	Iteration 30Q: 3 clusters Score -2235520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2235525.250000 Penalty: 4896.280273
	Iteration 31Q: 3 clusters Score -2235525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2235532.250000 Penalty: 4896.280273
	Iteration 32Q: 3 clusters Score -2235532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2235538.250000 Penalty: 4896.280273
	Iteration 33Q: 3 clusters Score -2235538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2235546.500000 Penalty: 4896.280273
	Iteration 34Q: 3 clusters Score -2235546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2235551.000000 Penalty: 4896.280273
	Iteration 35Q: 3 clusters Score -2235551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2235554.500000 Penalty: 4896.280273
	Iteration 36Q: 3 clusters Score -2235554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2235554.500000 Penalty: 4896.280273
	Iteration 37Q: 3 clusters Score -2235554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2235558.000000 Penalty: 4896.280273
	Iteration 38Q: 3 clusters Score -2235558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2235559.750000 Penalty: 4896.280273
	Iteration 39Q: 3 clusters Score -2235560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2235559.750000 Penalty: 4896.280273
	Iteration 40F: 3 clusters Score -2235560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Entering Unmasked Estep 
Score: -5373970.500000 Penalty: 2675.397949
	Iteration 0F: 2 clusters Score -5373970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5341303.000000 Penalty: 5350.795898
	Iteration 0F: 3 clusters Score -5341303 nChanged 22314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -5353612.500000 Penalty: 5350.795898
	Iteration 1F: 3 clusters Score -5353612 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -5354188.000000 Penalty: 5350.795898
	Iteration 2Q: 3 clusters Score -5354188 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5354772.000000 Penalty: 5350.795898
	Iteration 3Q: 3 clusters Score -5354772 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5355543.500000 Penalty: 5350.795898
	Iteration 4Q: 3 clusters Score -5355544 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5356556.500000 Penalty: 5350.795898
	Iteration 5Q: 3 clusters Score -5356556 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -5358158.000000 Penalty: 5350.795898
	Iteration 6F: 3 clusters Score -5358158 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5360486.000000 Penalty: 5350.795898
	Iteration 7F: 3 clusters Score -5360486 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5363420.000000 Penalty: 5350.795898
	Iteration 8F: 3 clusters Score -5363420 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5366464.000000 Penalty: 5350.795898
	Iteration 9F: 3 clusters Score -5366464 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -5368988.000000 Penalty: 5350.795898
	Iteration 10F: 3 clusters Score -5368988 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5370463.000000 Penalty: 5350.795898
	Iteration 11Q: 3 clusters Score -5370463 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -5371084.500000 Penalty: 5350.795898
	Iteration 12Q: 3 clusters Score -5371084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -5371326.000000 Penalty: 5350.795898
	Iteration 13Q: 3 clusters Score -5371326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -5371449.000000 Penalty: 5350.795898
	Iteration 14Q: 3 clusters Score -5371449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -5371511.000000 Penalty: 5350.795898
	Iteration 15Q: 3 clusters Score -5371511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -5371556.500000 Penalty: 5350.795898
	Iteration 16Q: 3 clusters Score -5371556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -5371582.000000 Penalty: 5350.795898
	Iteration 17Q: 3 clusters Score -5371582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -5371600.000000 Penalty: 5350.795898
	Iteration 18Q: 3 clusters Score -5371600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -5371615.000000 Penalty: 5350.795898
	Iteration 19Q: 3 clusters Score -5371615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5371625.000000 Penalty: 5350.795898
	Iteration 20F: 3 clusters Score -5371625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -5371629.000000 Penalty: 5350.795898
	Iteration 21Q: 3 clusters Score -5371629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -5371632.000000 Penalty: 5350.795898
	Iteration 22Q: 3 clusters Score -5371632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -5371633.000000 Penalty: 5350.795898
	Iteration 23Q: 3 clusters Score -5371633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -5371633.000000 Penalty: 5350.795898
	Iteration 24F: 3 clusters Score -5371633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -37984.203125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -37984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36566.218750 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36566.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36747.828125 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -36747.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36840.039062 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -36840.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36906.851562 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -36906.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36958.175781 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -36958.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36990.718750 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -36990.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37025.527344 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37025.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37048.527344 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -37048.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37066.277344 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -37066.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37088.687500 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -37088.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37106.957031 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -37106.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37153.667969 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -37153.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37198.238281 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -37198.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37277.781250 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -37277.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37317.328125 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -37317.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37349.554688 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -37349.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37359.843750 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -37359.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37389.503906 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -37389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37435.082031 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -37435.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37471.242188 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -37471.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37474.828125 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -37474.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37484.734375 Penalty: 3022.410645
	Iteration 21Q: 3 clusters Score -37484.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37490.230469 Penalty: 3022.410645
	Iteration 22Q: 3 clusters Score -37490.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37490.230469 Penalty: 3022.410645
	Iteration 23F: 3 clusters Score -37490.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -230022.875000 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -230022.9 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 1124 members 
Entering Unmasked Estep 
Score: -227350.171875 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -227350.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -227918.937500 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -227918.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -228088.843750 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -228088.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -228190.765625 Penalty: 3799.183105
	Iteration 3F: 3 clusters Score -228190.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -228267.625000 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -228267.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -228331.265625 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -228331.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -228390.250000 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -228390.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -228441.500000 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -228441.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -228471.546875 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -228471.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -228498.687500 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -228498.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -228516.937500 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -228516.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -228545.078125 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -228545.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -228570.984375 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -228571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -228598.453125 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -228598.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -228621.359375 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -228621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -228635.078125 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -228635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -228642.546875 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -228642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -228652.312500 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -228652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -228666.421875 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -228666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -228675.546875 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -228675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -228682.562500 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -228682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -228691.453125 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -228691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -228694.656250 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -228694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -228696.703125 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -228696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -228696.703125 Penalty: 3799.183105
	Iteration 24F: 3 clusters Score -228696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -750261.687500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -750261.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -744662.062500 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -744662.1 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -746075.875000 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -746075.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -746263.062500 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -746263.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -746374.187500 Penalty: 4371.981445
	Iteration 3Q: 3 clusters Score -746374.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -746462.625000 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -746462.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -746519.000000 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -746519 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -746579.125000 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -746579.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -746628.375000 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -746628.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -746672.812500 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -746672.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -746711.937500 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -746711.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -746748.562500 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -746748.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -746783.437500 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -746783.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -746814.625000 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -746814.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -746850.312500 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -746850.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -746887.062500 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -746887.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -746932.250000 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -746932.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -746989.375000 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -746989.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -747043.000000 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -747043 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -747096.500000 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -747096.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -747156.375000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -747156.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -747231.375000 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -747231.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -747321.562500 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -747321.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -747415.750000 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -747415.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -747516.125000 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -747516.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -747614.937500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -747614.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -747719.250000 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -747719.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -747826.062500 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -747826.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -747921.562500 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -747921.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -747993.750000 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -747993.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -748065.812500 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -748065.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -748127.375000 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -748127.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -748179.875000 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -748179.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -748222.187500 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -748222.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -748259.125000 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -748259.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -748285.062500 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -748285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -748304.375000 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -748304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -748312.062500 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -748312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -748315.687500 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -748315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -748318.937500 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -748318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -748323.812500 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -748323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -748326.750000 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -748326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -748331.187500 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -748331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -748339.937500 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -748339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -748345.000000 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -748345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -748347.812500 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -748347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -748351.937500 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -748351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -748355.312500 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -748355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -748359.875000 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -748359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -748364.250000 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -748364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -748370.125000 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -748370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -748379.187500 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -748379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -748389.312500 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -748389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -748394.187500 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -748394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -748397.312500 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -748397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -748398.625000 Penalty: 4371.981445
	Iteration 54Q: 3 clusters Score -748398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -748403.500000 Penalty: 4371.981445
	Iteration 55Q: 3 clusters Score -748403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -748404.187500 Penalty: 4371.981445
	Iteration 56Q: 3 clusters Score -748404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -748404.187500 Penalty: 4371.981445
	Iteration 57F: 3 clusters Score -748404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -412212.812500 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -412212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -408492.906250 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -408492.9 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -409296.031250 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -409296 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -409528.468750 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -409528.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -409712.031250 Penalty: 4084.475586
	Iteration 3F: 3 clusters Score -409712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -409968.218750 Penalty: 4084.475586
	Iteration 4F: 3 clusters Score -409968.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -410311.593750 Penalty: 4084.475586
	Iteration 5F: 3 clusters Score -410311.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -410640.093750 Penalty: 4084.475586
	Iteration 6F: 3 clusters Score -410640.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -410834.781250 Penalty: 4084.475586
	Iteration 7F: 3 clusters Score -410834.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -410964.218750 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -410964.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -411036.375000 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -411036.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -411098.718750 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -411098.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -411152.687500 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -411152.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -411192.343750 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -411192.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -411230.218750 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -411230.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -411264.156250 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -411264.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -411294.468750 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -411294.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -411318.781250 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -411318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -411336.406250 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -411336.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -411352.375000 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -411352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -411368.250000 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -411368.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -411398.687500 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -411398.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -411446.125000 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -411446.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -411508.000000 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -411508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -411559.593750 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -411559.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -411605.593750 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -411605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -411626.968750 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -411627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -411640.812500 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -411640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -411645.843750 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -411645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -411650.531250 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -411650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -411652.875000 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -411652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -411655.687500 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -411655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -411658.125000 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -411658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -411659.718750 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -411659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -411660.000000 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -411660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -411661.031250 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -411661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -411661.531250 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -411661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -411661.718750 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -411661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -411662.437500 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -411662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -411662.437500 Penalty: 4084.475586
	Iteration 38F: 3 clusters Score -411662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -430149.156250 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -430149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -426328.312500 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -426328.3 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -427151.906250 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -427151.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -427318.437500 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -427318.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -427430.593750 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -427430.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -427495.531250 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -427495.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -427547.156250 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -427547.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -427584.281250 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -427584.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -427605.906250 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -427605.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -427620.562500 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -427620.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -427636.562500 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -427636.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -427651.437500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -427651.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -427665.593750 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -427665.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -427680.437500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -427680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -427696.125000 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -427696.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -427708.218750 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -427708.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427718.718750 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -427718.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -427729.468750 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -427729.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -427739.718750 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -427739.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -427750.687500 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -427750.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -427762.250000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -427762.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -427774.406250 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -427774.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -427787.343750 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -427787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -427802.156250 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -427802.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -427815.937500 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -427815.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -427833.156250 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -427833.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -427856.843750 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -427856.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -427890.656250 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -427890.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -427927.937500 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -427927.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -427978.250000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -427978.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -428036.531250 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -428036.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -428094.843750 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -428094.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -428169.593750 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -428169.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -428272.031250 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -428272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -428425.031250 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -428425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -428545.343750 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -428545.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -428611.406250 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -428611.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -428642.937500 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -428642.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -428656.281250 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -428656.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -428668.562500 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -428668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -428681.593750 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -428681.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -428699.531250 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -428699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -428716.718750 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -428716.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -428737.812500 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -428737.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -428752.843750 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -428752.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -428762.093750 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -428762.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -428769.156250 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -428769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -428775.031250 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -428775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -428778.156250 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -428778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -428784.375000 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -428784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -428788.031250 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -428788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -428791.500000 Penalty: 4094.117188
	Iteration 50Q: 3 clusters Score -428791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -428794.562500 Penalty: 4094.117188
	Iteration 51Q: 3 clusters Score -428794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -428798.093750 Penalty: 4094.117188
	Iteration 52Q: 3 clusters Score -428798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -428800.343750 Penalty: 4094.117188
	Iteration 53Q: 3 clusters Score -428800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -428803.718750 Penalty: 4094.117188
	Iteration 54Q: 3 clusters Score -428803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -428807.093750 Penalty: 4094.117188
	Iteration 55Q: 3 clusters Score -428807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -428813.343750 Penalty: 4094.117188
	Iteration 56Q: 3 clusters Score -428813.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -428818.468750 Penalty: 4094.117188
	Iteration 57Q: 3 clusters Score -428818.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -428822.531250 Penalty: 4094.117188
	Iteration 58Q: 3 clusters Score -428822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -428825.468750 Penalty: 4094.117188
	Iteration 59Q: 3 clusters Score -428825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -428829.062500 Penalty: 4094.117188
	Iteration 60F: 3 clusters Score -428829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -428830.312500 Penalty: 4094.117188
	Iteration 61Q: 3 clusters Score -428830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -428833.406250 Penalty: 4094.117188
	Iteration 62Q: 3 clusters Score -428833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -428834.031250 Penalty: 4094.117188
	Iteration 63Q: 3 clusters Score -428834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -428834.843750 Penalty: 4094.117188
	Iteration 64Q: 3 clusters Score -428834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -428834.843750 Penalty: 4094.117188
	Iteration 65F: 3 clusters Score -428834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Entering Unmasked Estep 
Score: -2769209.750000 Penalty: 2501.445801
	Iteration 0F: 2 clusters Score -2769210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2752456.500000 Penalty: 5002.891602
	Iteration 0F: 3 clusters Score -2752456 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2758019.750000 Penalty: 5002.891602
	Iteration 1F: 3 clusters Score -2758020 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2758404.000000 Penalty: 5002.891602
	Iteration 2Q: 3 clusters Score -2758404 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2758819.000000 Penalty: 5002.891602
	Iteration 3Q: 3 clusters Score -2758819 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2759224.250000 Penalty: 5002.891602
	Iteration 4Q: 3 clusters Score -2759224 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2759767.500000 Penalty: 5002.891602
	Iteration 5Q: 3 clusters Score -2759768 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2760544.500000 Penalty: 5002.891602
	Iteration 6F: 3 clusters Score -2760544 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2761598.750000 Penalty: 5002.891602
	Iteration 7F: 3 clusters Score -2761599 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2762901.000000 Penalty: 5002.891602
	Iteration 8F: 3 clusters Score -2762901 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2764237.000000 Penalty: 5002.891602
	Iteration 9F: 3 clusters Score -2764237 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2765340.250000 Penalty: 5002.891602
	Iteration 10Q: 3 clusters Score -2765340 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2766034.500000 Penalty: 5002.891602
	Iteration 11Q: 3 clusters Score -2766034 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2766417.250000 Penalty: 5002.891602
	Iteration 12Q: 3 clusters Score -2766417 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2766622.000000 Penalty: 5002.891602
	Iteration 13Q: 3 clusters Score -2766622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2766754.250000 Penalty: 5002.891602
	Iteration 14Q: 3 clusters Score -2766754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2766828.250000 Penalty: 5002.891602
	Iteration 15Q: 3 clusters Score -2766828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2766881.000000 Penalty: 5002.891602
	Iteration 16Q: 3 clusters Score -2766881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2766909.750000 Penalty: 5002.891602
	Iteration 17Q: 3 clusters Score -2766910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2766934.000000 Penalty: 5002.891602
	Iteration 18Q: 3 clusters Score -2766934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2766949.000000 Penalty: 5002.891602
	Iteration 19Q: 3 clusters Score -2766949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2766965.250000 Penalty: 5002.891602
	Iteration 20F: 3 clusters Score -2766965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2766982.250000 Penalty: 5002.891602
	Iteration 21Q: 3 clusters Score -2766982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2766999.000000 Penalty: 5002.891602
	Iteration 22Q: 3 clusters Score -2766999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2767004.750000 Penalty: 5002.891602
	Iteration 23Q: 3 clusters Score -2767005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2767011.250000 Penalty: 5002.891602
	Iteration 24Q: 3 clusters Score -2767011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2767010.500000 Penalty: 5002.891602
	Iteration 25Q: 3 clusters Score -2767010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2767015.750000 Penalty: 5002.891602
	Iteration 26Q: 3 clusters Score -2767016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2767023.500000 Penalty: 5002.891602
	Iteration 27Q: 3 clusters Score -2767024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2767022.500000 Penalty: 5002.891602
	Iteration 28Q: 3 clusters Score -2767022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2767025.000000 Penalty: 5002.891602
	Iteration 29Q: 3 clusters Score -2767025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2767025.500000 Penalty: 5002.891602
	Iteration 30Q: 3 clusters Score -2767026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2767026.500000 Penalty: 5002.891602
	Iteration 31Q: 3 clusters Score -2767026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2767025.500000 Penalty: 5002.891602
	Iteration 32Q: 3 clusters Score -2767026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2767028.000000 Penalty: 5002.891602
	Iteration 33Q: 3 clusters Score -2767028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2767024.500000 Penalty: 5002.891602
	Iteration 34Q: 3 clusters Score -2767024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -2767029.000000 Penalty: 5002.891602
	Iteration 35Q: 3 clusters Score -2767029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2767029.500000 Penalty: 5002.891602
	Iteration 36Q: 3 clusters Score -2767030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2767029.500000 Penalty: 5002.891602
	Iteration 37F: 3 clusters Score -2767030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Entering Unmasked Estep 
Score: -4961936.000000 Penalty: 2650.041992
	Iteration 0F: 2 clusters Score -4961936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4932404.000000 Penalty: 5300.083984
	Iteration 0F: 3 clusters Score -4932404 nChanged 20052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4943615.500000 Penalty: 5300.083984
	Iteration 1F: 3 clusters Score -4943616 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4944175.500000 Penalty: 5300.083984
	Iteration 2Q: 3 clusters Score -4944176 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4944801.000000 Penalty: 5300.083984
	Iteration 3Q: 3 clusters Score -4944801 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4945661.500000 Penalty: 5300.083984
	Iteration 4Q: 3 clusters Score -4945662 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4946823.500000 Penalty: 5300.083984
	Iteration 5Q: 3 clusters Score -4946824 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4948327.000000 Penalty: 5300.083984
	Iteration 6F: 3 clusters Score -4948327 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4950014.500000 Penalty: 5300.083984
	Iteration 7F: 3 clusters Score -4950014 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -4951681.000000 Penalty: 5300.083984
	Iteration 8F: 3 clusters Score -4951681 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4953146.000000 Penalty: 5300.083984
	Iteration 9F: 3 clusters Score -4953146 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4954376.500000 Penalty: 5300.083984
	Iteration 10F: 3 clusters Score -4954376 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -4955399.000000 Penalty: 5300.083984
	Iteration 11Q: 3 clusters Score -4955399 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4956398.500000 Penalty: 5300.083984
	Iteration 12Q: 3 clusters Score -4956398 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4957295.000000 Penalty: 5300.083984
	Iteration 13Q: 3 clusters Score -4957295 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4958021.000000 Penalty: 5300.083984
	Iteration 14Q: 3 clusters Score -4958021 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4958567.500000 Penalty: 5300.083984
	Iteration 15Q: 3 clusters Score -4958568 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -4959035.500000 Penalty: 5300.083984
	Iteration 16Q: 3 clusters Score -4959036 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4959448.500000 Penalty: 5300.083984
	Iteration 17Q: 3 clusters Score -4959448 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4959748.000000 Penalty: 5300.083984
	Iteration 18Q: 3 clusters Score -4959748 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4960011.000000 Penalty: 5300.083984
	Iteration 19Q: 3 clusters Score -4960011 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4960252.500000 Penalty: 5300.083984
	Iteration 20F: 3 clusters Score -4960252 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4960431.000000 Penalty: 5300.083984
	Iteration 21Q: 3 clusters Score -4960431 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4960548.000000 Penalty: 5300.083984
	Iteration 22Q: 3 clusters Score -4960548 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4960678.500000 Penalty: 5300.083984
	Iteration 23Q: 3 clusters Score -4960678 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4960751.000000 Penalty: 5300.083984
	Iteration 24Q: 3 clusters Score -4960751 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4960809.500000 Penalty: 5300.083984
	Iteration 25Q: 3 clusters Score -4960810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4960844.500000 Penalty: 5300.083984
	Iteration 26Q: 3 clusters Score -4960844 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4960846.500000 Penalty: 5300.083984
	Iteration 27Q: 3 clusters Score -4960846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4960887.500000 Penalty: 5300.083984
	Iteration 28Q: 3 clusters Score -4960888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4960919.500000 Penalty: 5300.083984
	Iteration 29Q: 3 clusters Score -4960920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4960926.500000 Penalty: 5300.083984
	Iteration 30Q: 3 clusters Score -4960926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4960948.500000 Penalty: 5300.083984
	Iteration 31Q: 3 clusters Score -4960948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4960964.000000 Penalty: 5300.083984
	Iteration 32Q: 3 clusters Score -4960964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4960988.000000 Penalty: 5300.083984
	Iteration 33Q: 3 clusters Score -4960988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4960999.000000 Penalty: 5300.083984
	Iteration 34Q: 3 clusters Score -4960999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4961007.500000 Penalty: 5300.083984
	Iteration 35Q: 3 clusters Score -4961008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4961016.000000 Penalty: 5300.083984
	Iteration 36Q: 3 clusters Score -4961016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4961009.500000 Penalty: 5300.083984
	Iteration 37Q: 3 clusters Score -4961010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4961022.500000 Penalty: 5300.083984
	Iteration 38Q: 3 clusters Score -4961022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4961032.000000 Penalty: 5300.083984
	Iteration 39Q: 3 clusters Score -4961032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4961035.000000 Penalty: 5300.083984
	Iteration 40F: 3 clusters Score -4961035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4961040.000000 Penalty: 5300.083984
	Iteration 41Q: 3 clusters Score -4961040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4961041.500000 Penalty: 5300.083984
	Iteration 42Q: 3 clusters Score -4961042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4961035.500000 Penalty: 5300.083984
	Iteration 43Q: 3 clusters Score -4961036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4961031.500000 Penalty: 5300.083984
	Iteration 44Q: 3 clusters Score -4961032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4961039.000000 Penalty: 5300.083984
	Iteration 45Q: 3 clusters Score -4961039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4961034.000000 Penalty: 5300.083984
	Iteration 46Q: 3 clusters Score -4961034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4961044.000000 Penalty: 5300.083984
	Iteration 47Q: 3 clusters Score -4961044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4961042.500000 Penalty: 5300.083984
	Iteration 48Q: 3 clusters Score -4961042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4961038.500000 Penalty: 5300.083984
	Iteration 49Q: 3 clusters Score -4961038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4961034.000000 Penalty: 5300.083984
	Iteration 50Q: 3 clusters Score -4961034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4961037.000000 Penalty: 5300.083984
	Iteration 51Q: 3 clusters Score -4961037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4961034.500000 Penalty: 5300.083984
	Iteration 52Q: 3 clusters Score -4961034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4961034.500000 Penalty: 5300.083984
	Iteration 53Q: 3 clusters Score -4961034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4961038.000000 Penalty: 5300.083984
	Iteration 54Q: 3 clusters Score -4961038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4961047.500000 Penalty: 5300.083984
	Iteration 55Q: 3 clusters Score -4961048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4961044.000000 Penalty: 5300.083984
	Iteration 56Q: 3 clusters Score -4961044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4961050.000000 Penalty: 5300.083984
	Iteration 57Q: 3 clusters Score -4961050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4961048.000000 Penalty: 5300.083984
	Iteration 58Q: 3 clusters Score -4961048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4961049.500000 Penalty: 5300.083984
	Iteration 59Q: 3 clusters Score -4961050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4961053.500000 Penalty: 5300.083984
	Iteration 60F: 3 clusters Score -4961054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4961055.500000 Penalty: 5300.083984
	Iteration 61Q: 3 clusters Score -4961056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4961050.500000 Penalty: 5300.083984
	Iteration 62Q: 3 clusters Score -4961050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4961054.500000 Penalty: 5300.083984
	Iteration 63Q: 3 clusters Score -4961054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4961059.500000 Penalty: 5300.083984
	Iteration 64Q: 3 clusters Score -4961060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4961065.000000 Penalty: 5300.083984
	Iteration 65Q: 3 clusters Score -4961065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4961059.500000 Penalty: 5300.083984
	Iteration 66Q: 3 clusters Score -4961060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4961053.500000 Penalty: 5300.083984
	Iteration 67Q: 3 clusters Score -4961054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4961057.000000 Penalty: 5300.083984
	Iteration 68Q: 3 clusters Score -4961057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4961063.000000 Penalty: 5300.083984
	Iteration 69Q: 3 clusters Score -4961063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4961061.500000 Penalty: 5300.083984
	Iteration 70Q: 3 clusters Score -4961062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4961060.500000 Penalty: 5300.083984
	Iteration 71Q: 3 clusters Score -4961060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4961059.500000 Penalty: 5300.083984
	Iteration 72Q: 3 clusters Score -4961060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4961059.500000 Penalty: 5300.083984
	Iteration 73F: 3 clusters Score -4961060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54083.406250 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54083.41 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54420.945312 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54420.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54576.625000 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54576.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54700.023438 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -54700.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54862.800781 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -54862.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -54984.257812 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54984.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55047.363281 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -55047.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55093.984375 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -55093.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55139.441406 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -55139.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55172.945312 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -55172.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55226.851562 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -55226.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55268.339844 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -55268.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55293.667969 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -55293.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55325.039062 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -55325.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55330.070312 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -55330.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55330.070312 Penalty: 3180.261963
	Iteration 15F: 3 clusters Score -55330.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -163134.218750 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -163134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160751.296875 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -160751.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161175.953125 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -161176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -161282.968750 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -161283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161348.203125 Penalty: 3667.058350
	Iteration 3Q: 3 clusters Score -161348.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -161385.765625 Penalty: 3667.058350
	Iteration 4Q: 3 clusters Score -161385.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161418.640625 Penalty: 3667.058350
	Iteration 5Q: 3 clusters Score -161418.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161437.796875 Penalty: 3667.058350
	Iteration 6Q: 3 clusters Score -161437.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161455.359375 Penalty: 3667.058350
	Iteration 7Q: 3 clusters Score -161455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161471.953125 Penalty: 3667.058350
	Iteration 8Q: 3 clusters Score -161472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161488.500000 Penalty: 3667.058350
	Iteration 9Q: 3 clusters Score -161488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161500.187500 Penalty: 3667.058350
	Iteration 10Q: 3 clusters Score -161500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161512.781250 Penalty: 3667.058350
	Iteration 11Q: 3 clusters Score -161512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161521.609375 Penalty: 3667.058350
	Iteration 12Q: 3 clusters Score -161521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161524.531250 Penalty: 3667.058350
	Iteration 13Q: 3 clusters Score -161524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161528.203125 Penalty: 3667.058350
	Iteration 14Q: 3 clusters Score -161528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161530.421875 Penalty: 3667.058350
	Iteration 15Q: 3 clusters Score -161530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161531.796875 Penalty: 3667.058350
	Iteration 16Q: 3 clusters Score -161531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161532.203125 Penalty: 3667.058350
	Iteration 17Q: 3 clusters Score -161532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161534.390625 Penalty: 3667.058350
	Iteration 18Q: 3 clusters Score -161534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161537.796875 Penalty: 3667.058350
	Iteration 19Q: 3 clusters Score -161537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -161541.015625 Penalty: 3667.058350
	Iteration 20F: 3 clusters Score -161541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -161543.359375 Penalty: 3667.058350
	Iteration 21Q: 3 clusters Score -161543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161545.625000 Penalty: 3667.058350
	Iteration 22Q: 3 clusters Score -161545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161549.750000 Penalty: 3667.058350
	Iteration 23Q: 3 clusters Score -161549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161554.703125 Penalty: 3667.058350
	Iteration 24Q: 3 clusters Score -161554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161563.109375 Penalty: 3667.058350
	Iteration 25Q: 3 clusters Score -161563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161566.343750 Penalty: 3667.058350
	Iteration 26Q: 3 clusters Score -161566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161571.765625 Penalty: 3667.058350
	Iteration 27Q: 3 clusters Score -161571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161573.296875 Penalty: 3667.058350
	Iteration 28Q: 3 clusters Score -161573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161574.218750 Penalty: 3667.058350
	Iteration 29Q: 3 clusters Score -161574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161574.437500 Penalty: 3667.058350
	Iteration 30Q: 3 clusters Score -161574.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161574.437500 Penalty: 3667.058350
	Iteration 31F: 3 clusters Score -161574.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Entering Unmasked Estep 
Score: -11034955.000000 Penalty: 2848.519531
	Iteration 0F: 2 clusters Score -1.103496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -10969740.000000 Penalty: 5697.039062
	Iteration 0F: 3 clusters Score -1.096974e+07 nChanged 46069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -10995872.000000 Penalty: 5697.039062
	Iteration 1F: 3 clusters Score -1.099587e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -10996423.000000 Penalty: 5697.039062
	Iteration 2Q: 3 clusters Score -1.099642e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -10997063.000000 Penalty: 5697.039062
	Iteration 3Q: 3 clusters Score -1.099706e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -10997714.000000 Penalty: 5697.039062
	Iteration 4Q: 3 clusters Score -1.099771e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -10998354.000000 Penalty: 5697.039062
	Iteration 5Q: 3 clusters Score -1.099835e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -10999085.000000 Penalty: 5697.039062
	Iteration 6Q: 3 clusters Score -1.099908e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -11000039.000000 Penalty: 5697.039062
	Iteration 7Q: 3 clusters Score -1.100004e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -11001413.000000 Penalty: 5697.039062
	Iteration 8Q: 3 clusters Score -1.100141e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -11003103.000000 Penalty: 5697.039062
	Iteration 9Q: 3 clusters Score -1.10031e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -11005468.000000 Penalty: 5697.039062
	Iteration 10Q: 3 clusters Score -1.100547e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -11008592.000000 Penalty: 5697.039062
	Iteration 11F: 3 clusters Score -1.100859e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -11012395.000000 Penalty: 5697.039062
	Iteration 12F: 3 clusters Score -1.10124e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -11015913.000000 Penalty: 5697.039062
	Iteration 13Q: 3 clusters Score -1.101591e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -11018399.000000 Penalty: 5697.039062
	Iteration 14Q: 3 clusters Score -1.10184e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -11019687.000000 Penalty: 5697.039062
	Iteration 15Q: 3 clusters Score -1.101969e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -11020490.000000 Penalty: 5697.039062
	Iteration 16Q: 3 clusters Score -1.102049e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -11021194.000000 Penalty: 5697.039062
	Iteration 17Q: 3 clusters Score -1.102119e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -11021809.000000 Penalty: 5697.039062
	Iteration 18Q: 3 clusters Score -1.102181e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -11022411.000000 Penalty: 5697.039062
	Iteration 19Q: 3 clusters Score -1.102241e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -11023012.000000 Penalty: 5697.039062
	Iteration 20F: 3 clusters Score -1.102301e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -11023710.000000 Penalty: 5697.039062
	Iteration 21Q: 3 clusters Score -1.102371e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -11024318.000000 Penalty: 5697.039062
	Iteration 22Q: 3 clusters Score -1.102432e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -11024912.000000 Penalty: 5697.039062
	Iteration 23Q: 3 clusters Score -1.102491e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -11025530.000000 Penalty: 5697.039062
	Iteration 24Q: 3 clusters Score -1.102553e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -11026221.000000 Penalty: 5697.039062
	Iteration 25Q: 3 clusters Score -1.102622e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -11026835.000000 Penalty: 5697.039062
	Iteration 26Q: 3 clusters Score -1.102684e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -11027371.000000 Penalty: 5697.039062
	Iteration 27Q: 3 clusters Score -1.102737e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -11027950.000000 Penalty: 5697.039062
	Iteration 28Q: 3 clusters Score -1.102795e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -11028422.000000 Penalty: 5697.039062
	Iteration 29Q: 3 clusters Score -1.102842e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -11028917.000000 Penalty: 5697.039062
	Iteration 30Q: 3 clusters Score -1.102892e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -11029373.000000 Penalty: 5697.039062
	Iteration 31Q: 3 clusters Score -1.102937e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -11029877.000000 Penalty: 5697.039062
	Iteration 32Q: 3 clusters Score -1.102988e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -11030231.000000 Penalty: 5697.039062
	Iteration 33Q: 3 clusters Score -1.103023e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -11030571.000000 Penalty: 5697.039062
	Iteration 34Q: 3 clusters Score -1.103057e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -11030884.000000 Penalty: 5697.039062
	Iteration 35Q: 3 clusters Score -1.103088e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -11031174.000000 Penalty: 5697.039062
	Iteration 36Q: 3 clusters Score -1.103117e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -11031421.000000 Penalty: 5697.039062
	Iteration 37Q: 3 clusters Score -1.103142e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -11031601.000000 Penalty: 5697.039062
	Iteration 38Q: 3 clusters Score -1.10316e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -11031727.000000 Penalty: 5697.039062
	Iteration 39Q: 3 clusters Score -1.103173e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -11031869.000000 Penalty: 5697.039062
	Iteration 40F: 3 clusters Score -1.103187e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -11031995.000000 Penalty: 5697.039062
	Iteration 41Q: 3 clusters Score -1.1032e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -11032079.000000 Penalty: 5697.039062
	Iteration 42Q: 3 clusters Score -1.103208e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -11032190.000000 Penalty: 5697.039062
	Iteration 43Q: 3 clusters Score -1.103219e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -11032243.000000 Penalty: 5697.039062
	Iteration 44Q: 3 clusters Score -1.103224e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -11032304.000000 Penalty: 5697.039062
	Iteration 45Q: 3 clusters Score -1.10323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 96526 members 
Entering Unmasked Estep 
Score: -11032351.000000 Penalty: 5697.039062
	Iteration 46Q: 3 clusters Score -1.103235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -11032402.000000 Penalty: 5697.039062
	Iteration 47Q: 3 clusters Score -1.10324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -11032434.000000 Penalty: 5697.039062
	Iteration 48Q: 3 clusters Score -1.103243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -11032453.000000 Penalty: 5697.039062
	Iteration 49Q: 3 clusters Score -1.103245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -11032487.000000 Penalty: 5697.039062
	Iteration 50Q: 3 clusters Score -1.103249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -11032500.000000 Penalty: 5697.039062
	Iteration 51Q: 3 clusters Score -1.10325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -11032508.000000 Penalty: 5697.039062
	Iteration 52Q: 3 clusters Score -1.103251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -11032521.000000 Penalty: 5697.039062
	Iteration 53Q: 3 clusters Score -1.103252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -11032516.000000 Penalty: 5697.039062
	Iteration 54Q: 3 clusters Score -1.103252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -11032527.000000 Penalty: 5697.039062
	Iteration 55Q: 3 clusters Score -1.103253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -11032537.000000 Penalty: 5697.039062
	Iteration 56Q: 3 clusters Score -1.103254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -11032541.000000 Penalty: 5697.039062
	Iteration 57Q: 3 clusters Score -1.103254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -11032547.000000 Penalty: 5697.039062
	Iteration 58Q: 3 clusters Score -1.103255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -11032546.000000 Penalty: 5697.039062
	Iteration 59Q: 3 clusters Score -1.103255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -11032564.000000 Penalty: 5697.039062
	Iteration 60F: 3 clusters Score -1.103256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -11032568.000000 Penalty: 5697.039062
	Iteration 61Q: 3 clusters Score -1.103257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -11032566.000000 Penalty: 5697.039062
	Iteration 62Q: 3 clusters Score -1.103257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -11032566.000000 Penalty: 5697.039062
	Iteration 63F: 3 clusters Score -1.103257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Entering Unmasked Estep 
Score: -5581277.500000 Penalty: 2678.330322
	Iteration 0F: 2 clusters Score -5581278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5548227.000000 Penalty: 5356.660645
	Iteration 0F: 3 clusters Score -5548227 nChanged 22628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5560701.500000 Penalty: 5356.660645
	Iteration 1F: 3 clusters Score -5560702 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -5561189.500000 Penalty: 5356.660645
	Iteration 2Q: 3 clusters Score -5561190 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -5561630.000000 Penalty: 5356.660645
	Iteration 3Q: 3 clusters Score -5561630 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5562221.500000 Penalty: 5356.660645
	Iteration 4Q: 3 clusters Score -5562222 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -5563033.000000 Penalty: 5356.660645
	Iteration 5Q: 3 clusters Score -5563033 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -5564248.500000 Penalty: 5356.660645
	Iteration 6Q: 3 clusters Score -5564248 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5566098.500000 Penalty: 5356.660645
	Iteration 7F: 3 clusters Score -5566098 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5568611.500000 Penalty: 5356.660645
	Iteration 8F: 3 clusters Score -5568612 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5571720.500000 Penalty: 5356.660645
	Iteration 9F: 3 clusters Score -5571720 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5574791.500000 Penalty: 5356.660645
	Iteration 10F: 3 clusters Score -5574792 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5576975.000000 Penalty: 5356.660645
	Iteration 11Q: 3 clusters Score -5576975 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5578049.000000 Penalty: 5356.660645
	Iteration 12Q: 3 clusters Score -5578049 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5578489.500000 Penalty: 5356.660645
	Iteration 13Q: 3 clusters Score -5578490 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -5578708.000000 Penalty: 5356.660645
	Iteration 14Q: 3 clusters Score -5578708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -5578855.500000 Penalty: 5356.660645
	Iteration 15Q: 3 clusters Score -5578856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -5578928.500000 Penalty: 5356.660645
	Iteration 16Q: 3 clusters Score -5578928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -5579000.500000 Penalty: 5356.660645
	Iteration 17Q: 3 clusters Score -5579000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -5579046.000000 Penalty: 5356.660645
	Iteration 18Q: 3 clusters Score -5579046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -5579102.500000 Penalty: 5356.660645
	Iteration 19Q: 3 clusters Score -5579102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -5579126.500000 Penalty: 5356.660645
	Iteration 20F: 3 clusters Score -5579126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -5579142.500000 Penalty: 5356.660645
	Iteration 21Q: 3 clusters Score -5579142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -5579166.000000 Penalty: 5356.660645
	Iteration 22Q: 3 clusters Score -5579166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -5579183.000000 Penalty: 5356.660645
	Iteration 23Q: 3 clusters Score -5579183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -5579194.500000 Penalty: 5356.660645
	Iteration 24Q: 3 clusters Score -5579194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5579202.500000 Penalty: 5356.660645
	Iteration 25Q: 3 clusters Score -5579202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5579206.500000 Penalty: 5356.660645
	Iteration 26Q: 3 clusters Score -5579206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5579206.500000 Penalty: 5356.660645
	Iteration 27Q: 3 clusters Score -5579206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5579214.000000 Penalty: 5356.660645
	Iteration 28Q: 3 clusters Score -5579214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5579222.500000 Penalty: 5356.660645
	Iteration 29Q: 3 clusters Score -5579222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -5579230.500000 Penalty: 5356.660645
	Iteration 30Q: 3 clusters Score -5579230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5579235.500000 Penalty: 5356.660645
	Iteration 31Q: 3 clusters Score -5579236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -5579239.500000 Penalty: 5356.660645
	Iteration 32Q: 3 clusters Score -5579240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -5579240.000000 Penalty: 5356.660645
	Iteration 33Q: 3 clusters Score -5579240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -5579246.000000 Penalty: 5356.660645
	Iteration 34Q: 3 clusters Score -5579246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -5579251.500000 Penalty: 5356.660645
	Iteration 35Q: 3 clusters Score -5579252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -5579248.000000 Penalty: 5356.660645
	Iteration 36Q: 3 clusters Score -5579248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -5579250.000000 Penalty: 5356.660645
	Iteration 37Q: 3 clusters Score -5579250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -5579255.000000 Penalty: 5356.660645
	Iteration 38Q: 3 clusters Score -5579255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5579256.000000 Penalty: 5356.660645
	Iteration 39Q: 3 clusters Score -5579256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5579264.500000 Penalty: 5356.660645
	Iteration 40F: 3 clusters Score -5579264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -5579262.500000 Penalty: 5356.660645
	Iteration 41Q: 3 clusters Score -5579262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -5579262.500000 Penalty: 5356.660645
	Iteration 42Q: 3 clusters Score -5579262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -5579265.500000 Penalty: 5356.660645
	Iteration 43Q: 3 clusters Score -5579266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -5579263.000000 Penalty: 5356.660645
	Iteration 44Q: 3 clusters Score -5579263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -5579263.000000 Penalty: 5356.660645
	Iteration 45F: 3 clusters Score -5579263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -144988.484375 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -144988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142802.953125 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -142803 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -143156.265625 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -143156.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -143261.281250 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -143261.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143322.281250 Penalty: 3593.844971
	Iteration 3Q: 3 clusters Score -143322.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143352.718750 Penalty: 3593.844971
	Iteration 4Q: 3 clusters Score -143352.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143362.750000 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -143362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -143370.953125 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -143371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -143376.265625 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -143376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -143379.062500 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -143379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143383.015625 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -143383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143384.375000 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -143384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143387.187500 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -143387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -143389.750000 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -143389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -143390.437500 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -143390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -143391.781250 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -143391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143392.171875 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -143392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -143393.750000 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -143393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -143394.234375 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -143394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -143394.234375 Penalty: 3593.844971
	Iteration 18F: 3 clusters Score -143394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128483.171875 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128483.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128778.414062 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128778.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128881.632812 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128881.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128938.976562 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128990.992188 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -128991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129027.921875 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -129027.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129059.015625 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -129059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129076.773438 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -129087.367188 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129096.101562 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129102.343750 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129104.171875 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129105.242188 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129106.976562 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129107.781250 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129109.210938 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -129110.195312 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129110.789062 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129110.789062 Penalty: 3507.500244
	Iteration 18F: 3 clusters Score -129110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Entering Unmasked Estep 
Score: -2804925.750000 Penalty: 2513.656006
	Iteration 0F: 2 clusters Score -2804926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2787292.500000 Penalty: 5027.312012
	Iteration 0F: 3 clusters Score -2787292 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2793617.500000 Penalty: 5027.312012
	Iteration 1F: 3 clusters Score -2793618 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2794210.750000 Penalty: 5027.312012
	Iteration 2F: 3 clusters Score -2794211 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2794774.750000 Penalty: 5027.312012
	Iteration 3F: 3 clusters Score -2794775 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2795308.250000 Penalty: 5027.312012
	Iteration 4Q: 3 clusters Score -2795308 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2795833.250000 Penalty: 5027.312012
	Iteration 5Q: 3 clusters Score -2795833 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2796379.250000 Penalty: 5027.312012
	Iteration 6Q: 3 clusters Score -2796379 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2796997.750000 Penalty: 5027.312012
	Iteration 7Q: 3 clusters Score -2796998 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2797707.750000 Penalty: 5027.312012
	Iteration 8Q: 3 clusters Score -2797708 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2798427.250000 Penalty: 5027.312012
	Iteration 9Q: 3 clusters Score -2798427 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2799210.000000 Penalty: 5027.312012
	Iteration 10Q: 3 clusters Score -2799210 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2799995.000000 Penalty: 5027.312012
	Iteration 11Q: 3 clusters Score -2799995 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2800696.500000 Penalty: 5027.312012
	Iteration 12Q: 3 clusters Score -2800696 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2801248.750000 Penalty: 5027.312012
	Iteration 13Q: 3 clusters Score -2801249 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2801693.750000 Penalty: 5027.312012
	Iteration 14Q: 3 clusters Score -2801694 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2801983.250000 Penalty: 5027.312012
	Iteration 15Q: 3 clusters Score -2801983 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2802168.500000 Penalty: 5027.312012
	Iteration 16Q: 3 clusters Score -2802168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2802288.750000 Penalty: 5027.312012
	Iteration 17Q: 3 clusters Score -2802289 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2802366.750000 Penalty: 5027.312012
	Iteration 18Q: 3 clusters Score -2802367 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2802458.500000 Penalty: 5027.312012
	Iteration 19Q: 3 clusters Score -2802458 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2802528.000000 Penalty: 5027.312012
	Iteration 20F: 3 clusters Score -2802528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2802608.000000 Penalty: 5027.312012
	Iteration 21Q: 3 clusters Score -2802608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2802643.500000 Penalty: 5027.312012
	Iteration 22Q: 3 clusters Score -2802644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2802686.250000 Penalty: 5027.312012
	Iteration 23Q: 3 clusters Score -2802686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2802708.750000 Penalty: 5027.312012
	Iteration 24Q: 3 clusters Score -2802709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2802732.750000 Penalty: 5027.312012
	Iteration 25Q: 3 clusters Score -2802733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2802741.750000 Penalty: 5027.312012
	Iteration 26Q: 3 clusters Score -2802742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2802758.250000 Penalty: 5027.312012
	Iteration 27Q: 3 clusters Score -2802758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2802775.250000 Penalty: 5027.312012
	Iteration 28Q: 3 clusters Score -2802775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2802789.250000 Penalty: 5027.312012
	Iteration 29Q: 3 clusters Score -2802789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2802801.250000 Penalty: 5027.312012
	Iteration 30Q: 3 clusters Score -2802801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2802807.500000 Penalty: 5027.312012
	Iteration 31Q: 3 clusters Score -2802808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2802804.000000 Penalty: 5027.312012
	Iteration 32Q: 3 clusters Score -2802804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2802810.000000 Penalty: 5027.312012
	Iteration 33Q: 3 clusters Score -2802810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2802814.750000 Penalty: 5027.312012
	Iteration 34Q: 3 clusters Score -2802815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2802820.750000 Penalty: 5027.312012
	Iteration 35Q: 3 clusters Score -2802821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2802826.250000 Penalty: 5027.312012
	Iteration 36Q: 3 clusters Score -2802826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2802836.500000 Penalty: 5027.312012
	Iteration 37Q: 3 clusters Score -2802836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2802834.500000 Penalty: 5027.312012
	Iteration 38Q: 3 clusters Score -2802834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2802833.500000 Penalty: 5027.312012
	Iteration 39Q: 3 clusters Score -2802834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2802837.750000 Penalty: 5027.312012
	Iteration 40F: 3 clusters Score -2802838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2802840.750000 Penalty: 5027.312012
	Iteration 41Q: 3 clusters Score -2802841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2802840.750000 Penalty: 5027.312012
	Iteration 42F: 3 clusters Score -2802841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -429745.031250 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -429745 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 2093 members 
Entering Unmasked Estep 
Score: -425765.593750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -425765.6 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -427365.125000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -427365.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -428069.406250 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -428069.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -428465.937500 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -428465.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -428683.750000 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -428683.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -428803.531250 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -428803.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -428886.656250 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -428886.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -428975.843750 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -428975.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -429051.031250 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -429051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -429132.468750 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -429132.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -429217.593750 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -429217.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429272.843750 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -429272.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -429314.375000 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -429314.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -429345.625000 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -429345.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -429375.187500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -429375.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -429393.812500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -429393.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -429407.000000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -429407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -429416.093750 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -429416.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -429422.843750 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -429422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -429430.187500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -429430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -429435.750000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -429435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -429440.281250 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -429440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -429442.437500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -429442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -429445.875000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -429445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -429449.187500 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -429449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -429452.281250 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -429452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -429456.062500 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -429456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -429459.281250 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -429459.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -429467.281250 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -429467.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -429472.250000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -429472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -429476.625000 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -429476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -429479.250000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -429479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -429480.937500 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -429480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -429484.406250 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -429484.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -429487.718750 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -429487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -429490.062500 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -429490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -429492.875000 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -429492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -429496.500000 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -429496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -429498.031250 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -429498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -429502.437500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -429502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -429507.250000 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -429507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -429515.562500 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -429515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -429529.843750 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -429529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429542.687500 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -429542.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -429553.968750 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -429554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -429572.625000 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -429572.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -429594.656250 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -429594.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -429612.531250 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -429612.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -429625.750000 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -429625.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -429644.781250 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -429644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -429667.281250 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -429667.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -429691.187500 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -429691.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -429714.656250 Penalty: 4144.734863
	Iteration 52Q: 3 clusters Score -429714.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -429738.250000 Penalty: 4144.734863
	Iteration 53Q: 3 clusters Score -429738.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -429760.250000 Penalty: 4144.734863
	Iteration 54Q: 3 clusters Score -429760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -429776.531250 Penalty: 4144.734863
	Iteration 55Q: 3 clusters Score -429776.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -429803.906250 Penalty: 4144.734863
	Iteration 56Q: 3 clusters Score -429803.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -429846.250000 Penalty: 4144.734863
	Iteration 57Q: 3 clusters Score -429846.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -429905.343750 Penalty: 4144.734863
	Iteration 58Q: 3 clusters Score -429905.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -429931.031250 Penalty: 4144.734863
	Iteration 59Q: 3 clusters Score -429931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -429940.343750 Penalty: 4144.734863
	Iteration 60F: 3 clusters Score -429940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -429945.875000 Penalty: 4144.734863
	Iteration 61Q: 3 clusters Score -429945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -429947.750000 Penalty: 4144.734863
	Iteration 62Q: 3 clusters Score -429947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -429948.812500 Penalty: 4144.734863
	Iteration 63Q: 3 clusters Score -429948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -429951.468750 Penalty: 4144.734863
	Iteration 64Q: 3 clusters Score -429951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -429958.875000 Penalty: 4144.734863
	Iteration 65Q: 3 clusters Score -429958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -429969.187500 Penalty: 4144.734863
	Iteration 66Q: 3 clusters Score -429969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -429980.343750 Penalty: 4144.734863
	Iteration 67Q: 3 clusters Score -429980.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -429995.406250 Penalty: 4144.734863
	Iteration 68Q: 3 clusters Score -429995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -430009.781250 Penalty: 4144.734863
	Iteration 69Q: 3 clusters Score -430009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -430015.593750 Penalty: 4144.734863
	Iteration 70Q: 3 clusters Score -430015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -430019.343750 Penalty: 4144.734863
	Iteration 71Q: 3 clusters Score -430019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -430021.437500 Penalty: 4144.734863
	Iteration 72Q: 3 clusters Score -430021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -430023.937500 Penalty: 4144.734863
	Iteration 73Q: 3 clusters Score -430023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -430024.562500 Penalty: 4144.734863
	Iteration 74Q: 3 clusters Score -430024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -430024.562500 Penalty: 4144.734863
	Iteration 75F: 3 clusters Score -430024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 48431 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24016 members 
Mstep: Class 9 contains 43724 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97340 members 
Mstep: Class 13 contains 49007 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 23815 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32775 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343200 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12458 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16317 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16075 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 966 members 
Entering Unmasked Estep 
Score: -110921760.000000 Penalty: 161184.531250
Splitting cluster 17 changes total score from -110922760.000000 to -110921760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (23815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Entering Unmasked Estep 
Score: -2725442.250000 Penalty: 2499.361572
	Iteration 0F: 2 clusters Score -2725442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2708889.500000 Penalty: 4998.723145
	Iteration 0F: 3 clusters Score -2708890 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2714823.250000 Penalty: 4998.723145
	Iteration 1F: 3 clusters Score -2714823 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2715634.500000 Penalty: 4998.723145
	Iteration 2F: 3 clusters Score -2715634 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2716598.500000 Penalty: 4998.723145
	Iteration 3F: 3 clusters Score -2716598 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2717789.750000 Penalty: 4998.723145
	Iteration 4F: 3 clusters Score -2717790 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2719036.500000 Penalty: 4998.723145
	Iteration 5F: 3 clusters Score -2719036 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2720314.250000 Penalty: 4998.723145
	Iteration 6F: 3 clusters Score -2720314 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2721321.000000 Penalty: 4998.723145
	Iteration 7F: 3 clusters Score -2721321 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2722008.500000 Penalty: 4998.723145
	Iteration 8Q: 3 clusters Score -2722008 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2722419.750000 Penalty: 4998.723145
	Iteration 9Q: 3 clusters Score -2722420 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2722634.250000 Penalty: 4998.723145
	Iteration 10Q: 3 clusters Score -2722634 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2722795.500000 Penalty: 4998.723145
	Iteration 11Q: 3 clusters Score -2722796 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2722919.250000 Penalty: 4998.723145
	Iteration 12Q: 3 clusters Score -2722919 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2723022.250000 Penalty: 4998.723145
	Iteration 13Q: 3 clusters Score -2723022 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2723093.000000 Penalty: 4998.723145
	Iteration 14Q: 3 clusters Score -2723093 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2723165.000000 Penalty: 4998.723145
	Iteration 15Q: 3 clusters Score -2723165 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2723234.750000 Penalty: 4998.723145
	Iteration 16Q: 3 clusters Score -2723235 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2723292.000000 Penalty: 4998.723145
	Iteration 17Q: 3 clusters Score -2723292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2723339.250000 Penalty: 4998.723145
	Iteration 18Q: 3 clusters Score -2723339 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2723392.500000 Penalty: 4998.723145
	Iteration 19Q: 3 clusters Score -2723392 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2723441.000000 Penalty: 4998.723145
	Iteration 20F: 3 clusters Score -2723441 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2723506.000000 Penalty: 4998.723145
	Iteration 21Q: 3 clusters Score -2723506 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2723566.250000 Penalty: 4998.723145
	Iteration 22Q: 3 clusters Score -2723566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2723633.250000 Penalty: 4998.723145
	Iteration 23Q: 3 clusters Score -2723633 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2723708.500000 Penalty: 4998.723145
	Iteration 24Q: 3 clusters Score -2723708 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2723775.750000 Penalty: 4998.723145
	Iteration 25Q: 3 clusters Score -2723776 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2723851.000000 Penalty: 4998.723145
	Iteration 26Q: 3 clusters Score -2723851 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2723936.250000 Penalty: 4998.723145
	Iteration 27Q: 3 clusters Score -2723936 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2724020.500000 Penalty: 4998.723145
	Iteration 28Q: 3 clusters Score -2724020 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2724134.750000 Penalty: 4998.723145
	Iteration 29Q: 3 clusters Score -2724135 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2724239.500000 Penalty: 4998.723145
	Iteration 30Q: 3 clusters Score -2724240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2724333.000000 Penalty: 4998.723145
	Iteration 31Q: 3 clusters Score -2724333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2724421.500000 Penalty: 4998.723145
	Iteration 32Q: 3 clusters Score -2724422 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2724494.000000 Penalty: 4998.723145
	Iteration 33Q: 3 clusters Score -2724494 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2724555.000000 Penalty: 4998.723145
	Iteration 34Q: 3 clusters Score -2724555 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2724614.750000 Penalty: 4998.723145
	Iteration 35Q: 3 clusters Score -2724615 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2724677.000000 Penalty: 4998.723145
	Iteration 36Q: 3 clusters Score -2724677 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2724730.500000 Penalty: 4998.723145
	Iteration 37Q: 3 clusters Score -2724730 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2724787.500000 Penalty: 4998.723145
	Iteration 38Q: 3 clusters Score -2724788 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2724828.000000 Penalty: 4998.723145
	Iteration 39Q: 3 clusters Score -2724828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2724864.000000 Penalty: 4998.723145
	Iteration 40F: 3 clusters Score -2724864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2724916.750000 Penalty: 4998.723145
	Iteration 41Q: 3 clusters Score -2724917 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2724937.500000 Penalty: 4998.723145
	Iteration 42Q: 3 clusters Score -2724938 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2724977.250000 Penalty: 4998.723145
	Iteration 43Q: 3 clusters Score -2724977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2725021.000000 Penalty: 4998.723145
	Iteration 44Q: 3 clusters Score -2725021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2725062.000000 Penalty: 4998.723145
	Iteration 45Q: 3 clusters Score -2725062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2725102.750000 Penalty: 4998.723145
	Iteration 46Q: 3 clusters Score -2725103 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2725118.000000 Penalty: 4998.723145
	Iteration 47Q: 3 clusters Score -2725118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2725141.000000 Penalty: 4998.723145
	Iteration 48Q: 3 clusters Score -2725141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2725151.500000 Penalty: 4998.723145
	Iteration 49Q: 3 clusters Score -2725152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2725155.000000 Penalty: 4998.723145
	Iteration 50Q: 3 clusters Score -2725155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2725180.750000 Penalty: 4998.723145
	Iteration 51Q: 3 clusters Score -2725181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2725182.500000 Penalty: 4998.723145
	Iteration 52Q: 3 clusters Score -2725182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2725215.250000 Penalty: 4998.723145
	Iteration 53Q: 3 clusters Score -2725215 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2725223.750000 Penalty: 4998.723145
	Iteration 54Q: 3 clusters Score -2725224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2725254.000000 Penalty: 4998.723145
	Iteration 55Q: 3 clusters Score -2725254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2725260.000000 Penalty: 4998.723145
	Iteration 56Q: 3 clusters Score -2725260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2725269.000000 Penalty: 4998.723145
	Iteration 57Q: 3 clusters Score -2725269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2725279.000000 Penalty: 4998.723145
	Iteration 58Q: 3 clusters Score -2725279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2725295.000000 Penalty: 4998.723145
	Iteration 59Q: 3 clusters Score -2725295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2725294.250000 Penalty: 4998.723145
	Iteration 60F: 3 clusters Score -2725294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2725299.500000 Penalty: 4998.723145
	Iteration 61Q: 3 clusters Score -2725300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2725303.000000 Penalty: 4998.723145
	Iteration 62Q: 3 clusters Score -2725303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2725294.250000 Penalty: 4998.723145
	Iteration 63Q: 3 clusters Score -2725294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2725304.000000 Penalty: 4998.723145
	Iteration 64Q: 3 clusters Score -2725304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2725300.750000 Penalty: 4998.723145
	Iteration 65Q: 3 clusters Score -2725301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2725304.500000 Penalty: 4998.723145
	Iteration 66Q: 3 clusters Score -2725304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2725305.750000 Penalty: 4998.723145
	Iteration 67Q: 3 clusters Score -2725306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2725315.000000 Penalty: 4998.723145
	Iteration 68Q: 3 clusters Score -2725315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2725313.750000 Penalty: 4998.723145
	Iteration 69Q: 3 clusters Score -2725314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2725314.750000 Penalty: 4998.723145
	Iteration 70Q: 3 clusters Score -2725315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2725314.750000 Penalty: 4998.723145
	Iteration 71Q: 3 clusters Score -2725315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2725315.250000 Penalty: 4998.723145
	Iteration 72Q: 3 clusters Score -2725315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2725314.500000 Penalty: 4998.723145
	Iteration 73Q: 3 clusters Score -2725314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2725313.000000 Penalty: 4998.723145
	Iteration 74Q: 3 clusters Score -2725313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2725311.250000 Penalty: 4998.723145
	Iteration 75Q: 3 clusters Score -2725311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2725308.750000 Penalty: 4998.723145
	Iteration 76Q: 3 clusters Score -2725309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2725311.250000 Penalty: 4998.723145
	Iteration 77Q: 3 clusters Score -2725311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2725309.250000 Penalty: 4998.723145
	Iteration 78Q: 3 clusters Score -2725309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2725310.250000 Penalty: 4998.723145
	Iteration 79Q: 3 clusters Score -2725310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2725313.500000 Penalty: 4998.723145
	Iteration 80F: 3 clusters Score -2725314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2725309.500000 Penalty: 4998.723145
	Iteration 81Q: 3 clusters Score -2725310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2725312.000000 Penalty: 4998.723145
	Iteration 82Q: 3 clusters Score -2725312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2725316.500000 Penalty: 4998.723145
	Iteration 83Q: 3 clusters Score -2725316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2725320.250000 Penalty: 4998.723145
	Iteration 84Q: 3 clusters Score -2725320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2725320.000000 Penalty: 4998.723145
	Iteration 85Q: 3 clusters Score -2725320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2725319.250000 Penalty: 4998.723145
	Iteration 86Q: 3 clusters Score -2725319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2725319.250000 Penalty: 4998.723145
	Iteration 87F: 3 clusters Score -2725319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -968493.687500 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -968493.7 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 4251 members 
Entering Unmasked Estep 
Score: -961665.187500 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -961665.2 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -963712.625000 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -963712.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -964041.437500 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -964041.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -964264.812500 Penalty: 4500.394043
	Iteration 3Q: 3 clusters Score -964264.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -964495.812500 Penalty: 4500.394043
	Iteration 4Q: 3 clusters Score -964495.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -964716.687500 Penalty: 4500.394043
	Iteration 5Q: 3 clusters Score -964716.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -965003.875000 Penalty: 4500.394043
	Iteration 6Q: 3 clusters Score -965003.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -965350.187500 Penalty: 4500.394043
	Iteration 7Q: 3 clusters Score -965350.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -965656.562500 Penalty: 4500.394043
	Iteration 8Q: 3 clusters Score -965656.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -965897.187500 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -965897.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -966115.562500 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -966115.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -966306.625000 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -966306.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -966462.250000 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -966462.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -966554.250000 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -966554.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -966625.187500 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -966625.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -966670.875000 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -966670.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -966709.125000 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -966709.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -966746.062500 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -966746.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -966781.125000 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -966781.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -966800.000000 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -966800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -966813.937500 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -966813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -966823.500000 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -966823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -966833.062500 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -966833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -966840.062500 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -966840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -966848.187500 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -966848.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -966853.687500 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -966853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -966853.312500 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -966853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -966853.875000 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -966853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -966856.125000 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -966856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -966856.500000 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -966856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -966856.500000 Penalty: 4500.394043
	Iteration 30F: 3 clusters Score -966856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -486939.500000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -486939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -482725.343750 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -482725.3 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -483742.281250 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -483742.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -483946.218750 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -483946.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -484080.750000 Penalty: 4172.158691
	Iteration 3Q: 3 clusters Score -484080.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -484174.968750 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -484175 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -484242.000000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -484242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -484307.437500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -484307.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -484373.093750 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -484373.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -484459.500000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -484459.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -484553.468750 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -484553.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -484657.312500 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -484657.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -484784.531250 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -484784.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -484938.843750 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -484938.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -485060.062500 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -485060.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -485151.687500 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -485151.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -485229.031250 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -485229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -485287.531250 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -485287.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -485332.250000 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -485332.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -485364.500000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -485364.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -485384.812500 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -485384.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -485400.093750 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -485400.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -485413.156250 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -485413.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -485423.968750 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -485424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -485433.562500 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -485433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -485438.875000 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -485438.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -485446.468750 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -485446.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -485455.468750 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -485455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -485464.687500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -485464.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -485472.687500 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -485472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -485476.125000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -485476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -485479.156250 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -485479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -485482.687500 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -485482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -485488.093750 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -485488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -485492.625000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -485492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -485496.968750 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -485497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -485500.656250 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -485500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -485506.250000 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -485506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -485508.875000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -485508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -485513.375000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -485513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -485514.656250 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -485514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -485514.656250 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -485514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34275.984375 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34275.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32941.085938 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -32941.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33175.558594 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33175.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33238.054688 Penalty: 2955.378662
	Iteration 2Q: 3 clusters Score -33238.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33329.894531 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33329.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33359.605469 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33359.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33384.941406 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33384.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33454.976562 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -33454.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33470.851562 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -33470.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33472.070312 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -33472.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33483.335938 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -33483.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33500.960938 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -33500.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33510.386719 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -33510.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33514.277344 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -33514.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33515.996094 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -33516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33517.886719 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -33517.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33517.886719 Penalty: 2955.378662
	Iteration 15F: 3 clusters Score -33517.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -480346.343750 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -480346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -476270.250000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -476270.2 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -477187.218750 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -477187.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -477386.250000 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -477386.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -477518.375000 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -477518.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -477612.375000 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -477612.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -477700.281250 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -477700.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -477780.281250 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -477780.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -477853.218750 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -477853.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -477930.593750 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -477930.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -478001.343750 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -478001.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -478086.625000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -478086.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -478174.625000 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -478174.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -478264.500000 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -478264.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -478355.125000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -478355.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -478430.375000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -478430.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -478487.531250 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -478487.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -478545.875000 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -478545.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -478596.750000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -478596.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -478635.031250 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -478635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -478663.343750 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -478663.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -478686.812500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -478686.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -478706.687500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -478706.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -478727.031250 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -478727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -478743.531250 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -478743.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -478759.406250 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -478759.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -478772.375000 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -478772.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -478784.562500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -478784.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -478795.000000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -478795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -478803.437500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -478803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -478810.343750 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -478810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -478815.656250 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -478815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -478822.218750 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -478822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -478827.062500 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -478827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -478837.281250 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -478837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -478847.000000 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -478847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -478854.500000 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -478854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -478861.406250 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -478861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -478865.250000 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -478865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -478870.781250 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -478870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -478875.031250 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -478875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -478879.125000 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -478879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Entering Unmasked Estep 
Score: -1377716.875000 Penalty: 2351.868408
	Iteration 0F: 2 clusters Score -1377717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1367988.750000 Penalty: 4703.736816
	Iteration 0F: 3 clusters Score -1367989 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1371133.125000 Penalty: 4703.736816
	Iteration 1F: 3 clusters Score -1371133 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1371588.500000 Penalty: 4703.736816
	Iteration 2F: 3 clusters Score -1371588 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1372026.000000 Penalty: 4703.736816
	Iteration 3F: 3 clusters Score -1372026 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1372405.875000 Penalty: 4703.736816
	Iteration 4F: 3 clusters Score -1372406 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1372732.625000 Penalty: 4703.736816
	Iteration 5F: 3 clusters Score -1372733 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1372998.000000 Penalty: 4703.736816
	Iteration 6Q: 3 clusters Score -1372998 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1373235.125000 Penalty: 4703.736816
	Iteration 7Q: 3 clusters Score -1373235 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1373423.000000 Penalty: 4703.736816
	Iteration 8Q: 3 clusters Score -1373423 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1373592.250000 Penalty: 4703.736816
	Iteration 9Q: 3 clusters Score -1373592 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1373764.000000 Penalty: 4703.736816
	Iteration 10Q: 3 clusters Score -1373764 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1373943.250000 Penalty: 4703.736816
	Iteration 11Q: 3 clusters Score -1373943 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1374118.375000 Penalty: 4703.736816
	Iteration 12Q: 3 clusters Score -1374118 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1374270.375000 Penalty: 4703.736816
	Iteration 13Q: 3 clusters Score -1374270 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1374401.375000 Penalty: 4703.736816
	Iteration 14Q: 3 clusters Score -1374401 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1374520.750000 Penalty: 4703.736816
	Iteration 15Q: 3 clusters Score -1374521 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1374619.625000 Penalty: 4703.736816
	Iteration 16Q: 3 clusters Score -1374620 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1374705.625000 Penalty: 4703.736816
	Iteration 17Q: 3 clusters Score -1374706 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1374779.250000 Penalty: 4703.736816
	Iteration 18Q: 3 clusters Score -1374779 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1374841.500000 Penalty: 4703.736816
	Iteration 19Q: 3 clusters Score -1374842 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1374884.375000 Penalty: 4703.736816
	Iteration 20F: 3 clusters Score -1374884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1374928.250000 Penalty: 4703.736816
	Iteration 21Q: 3 clusters Score -1374928 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1374976.625000 Penalty: 4703.736816
	Iteration 22Q: 3 clusters Score -1374977 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1375015.500000 Penalty: 4703.736816
	Iteration 23Q: 3 clusters Score -1375016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1375049.500000 Penalty: 4703.736816
	Iteration 24Q: 3 clusters Score -1375050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1375087.375000 Penalty: 4703.736816
	Iteration 25Q: 3 clusters Score -1375087 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1375118.125000 Penalty: 4703.736816
	Iteration 26Q: 3 clusters Score -1375118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1375158.875000 Penalty: 4703.736816
	Iteration 27Q: 3 clusters Score -1375159 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1375201.500000 Penalty: 4703.736816
	Iteration 28Q: 3 clusters Score -1375202 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1375251.250000 Penalty: 4703.736816
	Iteration 29Q: 3 clusters Score -1375251 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1375314.125000 Penalty: 4703.736816
	Iteration 30Q: 3 clusters Score -1375314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1375374.625000 Penalty: 4703.736816
	Iteration 31Q: 3 clusters Score -1375375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1375424.125000 Penalty: 4703.736816
	Iteration 32Q: 3 clusters Score -1375424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1375483.125000 Penalty: 4703.736816
	Iteration 33Q: 3 clusters Score -1375483 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1375531.500000 Penalty: 4703.736816
	Iteration 34Q: 3 clusters Score -1375532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1375590.250000 Penalty: 4703.736816
	Iteration 35Q: 3 clusters Score -1375590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1375658.125000 Penalty: 4703.736816
	Iteration 36Q: 3 clusters Score -1375658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1375709.750000 Penalty: 4703.736816
	Iteration 37Q: 3 clusters Score -1375710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1375765.250000 Penalty: 4703.736816
	Iteration 38Q: 3 clusters Score -1375765 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1375812.125000 Penalty: 4703.736816
	Iteration 39Q: 3 clusters Score -1375812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1375853.250000 Penalty: 4703.736816
	Iteration 40F: 3 clusters Score -1375853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1375885.875000 Penalty: 4703.736816
	Iteration 41Q: 3 clusters Score -1375886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1375913.375000 Penalty: 4703.736816
	Iteration 42Q: 3 clusters Score -1375913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1375936.125000 Penalty: 4703.736816
	Iteration 43Q: 3 clusters Score -1375936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1375951.875000 Penalty: 4703.736816
	Iteration 44Q: 3 clusters Score -1375952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1375975.375000 Penalty: 4703.736816
	Iteration 45Q: 3 clusters Score -1375975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1375984.875000 Penalty: 4703.736816
	Iteration 46Q: 3 clusters Score -1375985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1375994.875000 Penalty: 4703.736816
	Iteration 47Q: 3 clusters Score -1375995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1375999.375000 Penalty: 4703.736816
	Iteration 48Q: 3 clusters Score -1375999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1376005.125000 Penalty: 4703.736816
	Iteration 49Q: 3 clusters Score -1376005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1376011.500000 Penalty: 4703.736816
	Iteration 50Q: 3 clusters Score -1376012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1376013.125000 Penalty: 4703.736816
	Iteration 51Q: 3 clusters Score -1376013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1376016.375000 Penalty: 4703.736816
	Iteration 52Q: 3 clusters Score -1376016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1376021.000000 Penalty: 4703.736816
	Iteration 53Q: 3 clusters Score -1376021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1376025.125000 Penalty: 4703.736816
	Iteration 54Q: 3 clusters Score -1376025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1376026.125000 Penalty: 4703.736816
	Iteration 55Q: 3 clusters Score -1376026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1376030.625000 Penalty: 4703.736816
	Iteration 56Q: 3 clusters Score -1376031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1376031.250000 Penalty: 4703.736816
	Iteration 57Q: 3 clusters Score -1376031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1376031.750000 Penalty: 4703.736816
	Iteration 58Q: 3 clusters Score -1376032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1376032.500000 Penalty: 4703.736816
	Iteration 59Q: 3 clusters Score -1376032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1376036.250000 Penalty: 4703.736816
	Iteration 60F: 3 clusters Score -1376036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1376034.750000 Penalty: 4703.736816
	Iteration 61Q: 3 clusters Score -1376035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1376036.250000 Penalty: 4703.736816
	Iteration 62Q: 3 clusters Score -1376036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1376041.875000 Penalty: 4703.736816
	Iteration 63Q: 3 clusters Score -1376042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1376045.125000 Penalty: 4703.736816
	Iteration 64Q: 3 clusters Score -1376045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1376047.125000 Penalty: 4703.736816
	Iteration 65Q: 3 clusters Score -1376047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1376045.375000 Penalty: 4703.736816
	Iteration 66Q: 3 clusters Score -1376045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1376046.375000 Penalty: 4703.736816
	Iteration 67Q: 3 clusters Score -1376046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1376049.000000 Penalty: 4703.736816
	Iteration 68Q: 3 clusters Score -1376049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1376048.000000 Penalty: 4703.736816
	Iteration 69Q: 3 clusters Score -1376048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1376052.500000 Penalty: 4703.736816
	Iteration 70Q: 3 clusters Score -1376052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1376052.500000 Penalty: 4703.736816
	Iteration 71F: 3 clusters Score -1376052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -578391.250000 Penalty: 2120.315918
	Iteration 0F: 2 clusters Score -578391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -573790.187500 Penalty: 4240.631836
	Iteration 0F: 3 clusters Score -573790.2 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -574859.000000 Penalty: 4240.631836
	Iteration 1F: 3 clusters Score -574859 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -575072.937500 Penalty: 4240.631836
	Iteration 2F: 3 clusters Score -575072.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -575200.562500 Penalty: 4240.631836
	Iteration 3Q: 3 clusters Score -575200.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -575295.500000 Penalty: 4240.631836
	Iteration 4Q: 3 clusters Score -575295.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -575352.187500 Penalty: 4240.631836
	Iteration 5Q: 3 clusters Score -575352.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -575400.375000 Penalty: 4240.631836
	Iteration 6Q: 3 clusters Score -575400.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -575445.000000 Penalty: 4240.631836
	Iteration 7Q: 3 clusters Score -575445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -575477.125000 Penalty: 4240.631836
	Iteration 8Q: 3 clusters Score -575477.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -575504.937500 Penalty: 4240.631836
	Iteration 9Q: 3 clusters Score -575504.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -575526.437500 Penalty: 4240.631836
	Iteration 10Q: 3 clusters Score -575526.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -575541.750000 Penalty: 4240.631836
	Iteration 11Q: 3 clusters Score -575541.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -575559.000000 Penalty: 4240.631836
	Iteration 12Q: 3 clusters Score -575559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -575573.000000 Penalty: 4240.631836
	Iteration 13Q: 3 clusters Score -575573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -575590.687500 Penalty: 4240.631836
	Iteration 14Q: 3 clusters Score -575590.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -575607.062500 Penalty: 4240.631836
	Iteration 15Q: 3 clusters Score -575607.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -575618.812500 Penalty: 4240.631836
	Iteration 16Q: 3 clusters Score -575618.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -575632.437500 Penalty: 4240.631836
	Iteration 17Q: 3 clusters Score -575632.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -575646.437500 Penalty: 4240.631836
	Iteration 18Q: 3 clusters Score -575646.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -575656.500000 Penalty: 4240.631836
	Iteration 19Q: 3 clusters Score -575656.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -575664.812500 Penalty: 4240.631836
	Iteration 20F: 3 clusters Score -575664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -575673.125000 Penalty: 4240.631836
	Iteration 21Q: 3 clusters Score -575673.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -575679.812500 Penalty: 4240.631836
	Iteration 22Q: 3 clusters Score -575679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -575685.125000 Penalty: 4240.631836
	Iteration 23Q: 3 clusters Score -575685.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -575691.125000 Penalty: 4240.631836
	Iteration 24Q: 3 clusters Score -575691.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -575697.375000 Penalty: 4240.631836
	Iteration 25Q: 3 clusters Score -575697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -575702.187500 Penalty: 4240.631836
	Iteration 26Q: 3 clusters Score -575702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -575703.750000 Penalty: 4240.631836
	Iteration 27Q: 3 clusters Score -575703.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -575710.750000 Penalty: 4240.631836
	Iteration 28Q: 3 clusters Score -575710.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -575717.062500 Penalty: 4240.631836
	Iteration 29Q: 3 clusters Score -575717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -575722.000000 Penalty: 4240.631836
	Iteration 30Q: 3 clusters Score -575722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -575728.000000 Penalty: 4240.631836
	Iteration 31Q: 3 clusters Score -575728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -575731.812500 Penalty: 4240.631836
	Iteration 32Q: 3 clusters Score -575731.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -575737.250000 Penalty: 4240.631836
	Iteration 33Q: 3 clusters Score -575737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -575742.000000 Penalty: 4240.631836
	Iteration 34Q: 3 clusters Score -575742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -575752.312500 Penalty: 4240.631836
	Iteration 35Q: 3 clusters Score -575752.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -575769.750000 Penalty: 4240.631836
	Iteration 36Q: 3 clusters Score -575769.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -575792.250000 Penalty: 4240.631836
	Iteration 37Q: 3 clusters Score -575792.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -575816.812500 Penalty: 4240.631836
	Iteration 38Q: 3 clusters Score -575816.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -575839.062500 Penalty: 4240.631836
	Iteration 39Q: 3 clusters Score -575839.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -575858.562500 Penalty: 4240.631836
	Iteration 40F: 3 clusters Score -575858.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -575872.250000 Penalty: 4240.631836
	Iteration 41Q: 3 clusters Score -575872.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -575895.812500 Penalty: 4240.631836
	Iteration 42Q: 3 clusters Score -575895.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -575928.312500 Penalty: 4240.631836
	Iteration 43Q: 3 clusters Score -575928.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -575966.625000 Penalty: 4240.631836
	Iteration 44Q: 3 clusters Score -575966.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -576008.375000 Penalty: 4240.631836
	Iteration 45Q: 3 clusters Score -576008.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -576043.312500 Penalty: 4240.631836
	Iteration 46Q: 3 clusters Score -576043.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -576082.812500 Penalty: 4240.631836
	Iteration 47Q: 3 clusters Score -576082.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -576124.125000 Penalty: 4240.631836
	Iteration 48Q: 3 clusters Score -576124.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -576167.500000 Penalty: 4240.631836
	Iteration 49Q: 3 clusters Score -576167.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -576209.812500 Penalty: 4240.631836
	Iteration 50Q: 3 clusters Score -576209.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -576245.437500 Penalty: 4240.631836
	Iteration 51Q: 3 clusters Score -576245.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -576277.187500 Penalty: 4240.631836
	Iteration 52Q: 3 clusters Score -576277.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -576299.187500 Penalty: 4240.631836
	Iteration 53Q: 3 clusters Score -576299.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -576324.562500 Penalty: 4240.631836
	Iteration 54Q: 3 clusters Score -576324.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -576351.750000 Penalty: 4240.631836
	Iteration 55Q: 3 clusters Score -576351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -576380.875000 Penalty: 4240.631836
	Iteration 56Q: 3 clusters Score -576380.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -576405.750000 Penalty: 4240.631836
	Iteration 57Q: 3 clusters Score -576405.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -576422.875000 Penalty: 4240.631836
	Iteration 58Q: 3 clusters Score -576422.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -576437.687500 Penalty: 4240.631836
	Iteration 59Q: 3 clusters Score -576437.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -576449.687500 Penalty: 4240.631836
	Iteration 60F: 3 clusters Score -576449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -576455.312500 Penalty: 4240.631836
	Iteration 61Q: 3 clusters Score -576455.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -576460.437500 Penalty: 4240.631836
	Iteration 62Q: 3 clusters Score -576460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -576466.875000 Penalty: 4240.631836
	Iteration 63Q: 3 clusters Score -576466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -576470.312500 Penalty: 4240.631836
	Iteration 64Q: 3 clusters Score -576470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -576474.625000 Penalty: 4240.631836
	Iteration 65Q: 3 clusters Score -576474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -576476.750000 Penalty: 4240.631836
	Iteration 66Q: 3 clusters Score -576476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -576481.000000 Penalty: 4240.631836
	Iteration 67Q: 3 clusters Score -576481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -576481.875000 Penalty: 4240.631836
	Iteration 68Q: 3 clusters Score -576481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -576482.937500 Penalty: 4240.631836
	Iteration 69Q: 3 clusters Score -576482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -576484.750000 Penalty: 4240.631836
	Iteration 70Q: 3 clusters Score -576484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -576486.687500 Penalty: 4240.631836
	Iteration 71Q: 3 clusters Score -576486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -576487.375000 Penalty: 4240.631836
	Iteration 72Q: 3 clusters Score -576487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -576487.625000 Penalty: 4240.631836
	Iteration 73Q: 3 clusters Score -576487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -576487.250000 Penalty: 4240.631836
	Iteration 74Q: 3 clusters Score -576487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -576487.250000 Penalty: 4240.631836
	Iteration 75F: 3 clusters Score -576487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Entering Unmasked Estep 
Score: -3655235.000000 Penalty: 2578.560303
	Iteration 0F: 2 clusters Score -3655235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3633078.500000 Penalty: 5157.120605
	Iteration 0F: 3 clusters Score -3633078 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3641080.750000 Penalty: 5157.120605
	Iteration 1F: 3 clusters Score -3641081 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3641655.250000 Penalty: 5157.120605
	Iteration 2Q: 3 clusters Score -3641655 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3642286.750000 Penalty: 5157.120605
	Iteration 3Q: 3 clusters Score -3642287 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3643021.500000 Penalty: 5157.120605
	Iteration 4Q: 3 clusters Score -3643022 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3643959.000000 Penalty: 5157.120605
	Iteration 5Q: 3 clusters Score -3643959 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3645269.000000 Penalty: 5157.120605
	Iteration 6F: 3 clusters Score -3645269 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3646818.250000 Penalty: 5157.120605
	Iteration 7F: 3 clusters Score -3646818 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3648339.250000 Penalty: 5157.120605
	Iteration 8F: 3 clusters Score -3648339 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3649501.250000 Penalty: 5157.120605
	Iteration 9Q: 3 clusters Score -3649501 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3650242.500000 Penalty: 5157.120605
	Iteration 10Q: 3 clusters Score -3650242 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3650779.000000 Penalty: 5157.120605
	Iteration 11Q: 3 clusters Score -3650779 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3651047.500000 Penalty: 5157.120605
	Iteration 12Q: 3 clusters Score -3651048 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3651229.250000 Penalty: 5157.120605
	Iteration 13Q: 3 clusters Score -3651229 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3651314.000000 Penalty: 5157.120605
	Iteration 14Q: 3 clusters Score -3651314 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3651404.250000 Penalty: 5157.120605
	Iteration 15Q: 3 clusters Score -3651404 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3651450.500000 Penalty: 5157.120605
	Iteration 16Q: 3 clusters Score -3651450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3651503.500000 Penalty: 5157.120605
	Iteration 17Q: 3 clusters Score -3651504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3651517.000000 Penalty: 5157.120605
	Iteration 18Q: 3 clusters Score -3651517 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3651533.000000 Penalty: 5157.120605
	Iteration 19Q: 3 clusters Score -3651533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3651558.750000 Penalty: 5157.120605
	Iteration 20F: 3 clusters Score -3651559 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3651595.500000 Penalty: 5157.120605
	Iteration 21Q: 3 clusters Score -3651596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3651628.500000 Penalty: 5157.120605
	Iteration 22Q: 3 clusters Score -3651628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3651655.250000 Penalty: 5157.120605
	Iteration 23Q: 3 clusters Score -3651655 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3651677.750000 Penalty: 5157.120605
	Iteration 24Q: 3 clusters Score -3651678 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7595 members 
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Mstep: Class 2 contains 7499 members 
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	Iteration 28Q: 3 clusters Score -3651819 nChanged 190
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	Iteration 30Q: 3 clusters Score -3651951 nChanged 217
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Mstep: Class 2 contains 6851 members 
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	Iteration 40F: 3 clusters Score -3653806 nChanged 69
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	Iteration 75Q: 3 clusters Score -3654403 nChanged 161
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	Iteration 78Q: 3 clusters Score -3654512 nChanged 171
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	Iteration 105Q: 3 clusters Score -3654810 nChanged 19
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	Iteration 108Q: 3 clusters Score -3654820 nChanged 32
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	Iteration 109Q: 3 clusters Score -3654824 nChanged 38
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	Iteration 111Q: 3 clusters Score -3654833 nChanged 22
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	Iteration 112Q: 3 clusters Score -3654826 nChanged 16
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	Iteration 113Q: 3 clusters Score -3654840 nChanged 14
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	Iteration 114Q: 3 clusters Score -3654836 nChanged 15
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	Iteration 116Q: 3 clusters Score -3654829 nChanged 18
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	Iteration 117Q: 3 clusters Score -3654832 nChanged 14
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	Iteration 118Q: 3 clusters Score -3654837 nChanged 9
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Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3654839.750000 Penalty: 5157.120605
	Iteration 119Q: 3 clusters Score -3654840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3654841.250000 Penalty: 5157.120605
	Iteration 120F: 3 clusters Score -3654841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3654841.250000 Penalty: 5157.120605
	Iteration 121Q: 3 clusters Score -3654841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3654839.500000 Penalty: 5157.120605
	Iteration 122Q: 3 clusters Score -3654840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3654838.500000 Penalty: 5157.120605
	Iteration 123Q: 3 clusters Score -3654838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3654834.250000 Penalty: 5157.120605
	Iteration 124Q: 3 clusters Score -3654834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3654836.750000 Penalty: 5157.120605
	Iteration 125Q: 3 clusters Score -3654837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3654847.500000 Penalty: 5157.120605
	Iteration 126Q: 3 clusters Score -3654848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3654841.000000 Penalty: 5157.120605
	Iteration 127Q: 3 clusters Score -3654841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3654844.250000 Penalty: 5157.120605
	Iteration 128Q: 3 clusters Score -3654844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3654852.000000 Penalty: 5157.120605
	Iteration 129Q: 3 clusters Score -3654852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3654855.250000 Penalty: 5157.120605
	Iteration 130Q: 3 clusters Score -3654855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3654853.250000 Penalty: 5157.120605
	Iteration 131Q: 3 clusters Score -3654853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3654852.500000 Penalty: 5157.120605
	Iteration 132Q: 3 clusters Score -3654852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3654854.250000 Penalty: 5157.120605
	Iteration 133Q: 3 clusters Score -3654854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3654854.000000 Penalty: 5157.120605
	Iteration 134Q: 3 clusters Score -3654854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3654856.000000 Penalty: 5157.120605
	Iteration 135Q: 3 clusters Score -3654856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3654854.500000 Penalty: 5157.120605
	Iteration 136Q: 3 clusters Score -3654854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3654853.000000 Penalty: 5157.120605
	Iteration 137Q: 3 clusters Score -3654853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3654851.250000 Penalty: 5157.120605
	Iteration 138Q: 3 clusters Score -3654851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3654851.250000 Penalty: 5157.120605
	Iteration 139Q: 3 clusters Score -3654851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3654851.250000 Penalty: 5157.120605
	Iteration 140F: 3 clusters Score -3654851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Entering Unmasked Estep 
Score: -1785169.250000 Penalty: 2394.223877
	Iteration 0F: 2 clusters Score -1785169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1773933.625000 Penalty: 4788.447754
	Iteration 0F: 3 clusters Score -1773934 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1777508.750000 Penalty: 4788.447754
	Iteration 1F: 3 clusters Score -1777509 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1777874.750000 Penalty: 4788.447754
	Iteration 2F: 3 clusters Score -1777875 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1778165.125000 Penalty: 4788.447754
	Iteration 3Q: 3 clusters Score -1778165 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1778379.500000 Penalty: 4788.447754
	Iteration 4Q: 3 clusters Score -1778380 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1778551.375000 Penalty: 4788.447754
	Iteration 5Q: 3 clusters Score -1778551 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1778712.500000 Penalty: 4788.447754
	Iteration 6Q: 3 clusters Score -1778712 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1778886.000000 Penalty: 4788.447754
	Iteration 7Q: 3 clusters Score -1778886 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1779069.500000 Penalty: 4788.447754
	Iteration 8Q: 3 clusters Score -1779070 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1779265.375000 Penalty: 4788.447754
	Iteration 9Q: 3 clusters Score -1779265 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1779498.750000 Penalty: 4788.447754
	Iteration 10Q: 3 clusters Score -1779499 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1779815.375000 Penalty: 4788.447754
	Iteration 11Q: 3 clusters Score -1779815 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1780197.875000 Penalty: 4788.447754
	Iteration 12Q: 3 clusters Score -1780198 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1780658.875000 Penalty: 4788.447754
	Iteration 13Q: 3 clusters Score -1780659 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1781154.750000 Penalty: 4788.447754
	Iteration 14Q: 3 clusters Score -1781155 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1781678.125000 Penalty: 4788.447754
	Iteration 15Q: 3 clusters Score -1781678 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1782188.375000 Penalty: 4788.447754
	Iteration 16Q: 3 clusters Score -1782188 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1782554.875000 Penalty: 4788.447754
	Iteration 17Q: 3 clusters Score -1782555 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1782778.000000 Penalty: 4788.447754
	Iteration 18Q: 3 clusters Score -1782778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1782905.000000 Penalty: 4788.447754
	Iteration 19Q: 3 clusters Score -1782905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1783004.375000 Penalty: 4788.447754
	Iteration 20F: 3 clusters Score -1783004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1783060.250000 Penalty: 4788.447754
	Iteration 21Q: 3 clusters Score -1783060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1783105.875000 Penalty: 4788.447754
	Iteration 22Q: 3 clusters Score -1783106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1783145.625000 Penalty: 4788.447754
	Iteration 23Q: 3 clusters Score -1783146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1783172.000000 Penalty: 4788.447754
	Iteration 24Q: 3 clusters Score -1783172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1783191.625000 Penalty: 4788.447754
	Iteration 25Q: 3 clusters Score -1783192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1783208.125000 Penalty: 4788.447754
	Iteration 26Q: 3 clusters Score -1783208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1783220.250000 Penalty: 4788.447754
	Iteration 27Q: 3 clusters Score -1783220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1783226.125000 Penalty: 4788.447754
	Iteration 28Q: 3 clusters Score -1783226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1783231.125000 Penalty: 4788.447754
	Iteration 29Q: 3 clusters Score -1783231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1783235.625000 Penalty: 4788.447754
	Iteration 30Q: 3 clusters Score -1783236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1783242.125000 Penalty: 4788.447754
	Iteration 31Q: 3 clusters Score -1783242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1783247.375000 Penalty: 4788.447754
	Iteration 32Q: 3 clusters Score -1783247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1783247.375000 Penalty: 4788.447754
	Iteration 33Q: 3 clusters Score -1783247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1783254.000000 Penalty: 4788.447754
	Iteration 34Q: 3 clusters Score -1783254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1783256.250000 Penalty: 4788.447754
	Iteration 35Q: 3 clusters Score -1783256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1783256.250000 Penalty: 4788.447754
	Iteration 36F: 3 clusters Score -1783256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24116.126953 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24116.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24340.201172 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24448.634766 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24448.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24521.517578 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24521.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24583.947266 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24583.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24605.294922 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24605.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24619.992188 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24619.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24635.291016 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24635.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24640.652344 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24640.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24640.652344 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -24640.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -52143.898438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -52143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50634.535156 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -50634.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50854.835938 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -50854.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50928.777344 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -50928.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50968.875000 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -50968.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50998.578125 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -50998.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51009.863281 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -51009.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51012.480469 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -51012.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51014.226562 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -51014.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51014.226562 Penalty: 3099.029297
	Iteration 8F: 3 clusters Score -51014.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Entering Unmasked Estep 
Score: -12307888.000000 Penalty: 2875.866699
	Iteration 0F: 2 clusters Score -1.230789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -12235065.000000 Penalty: 5751.733398
	Iteration 0F: 3 clusters Score -1.223506e+07 nChanged 51544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -12264439.000000 Penalty: 5751.733398
	Iteration 1F: 3 clusters Score -1.226444e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -12265082.000000 Penalty: 5751.733398
	Iteration 2Q: 3 clusters Score -1.226508e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -12265912.000000 Penalty: 5751.733398
	Iteration 3Q: 3 clusters Score -1.226591e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -12266784.000000 Penalty: 5751.733398
	Iteration 4Q: 3 clusters Score -1.226678e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -12267850.000000 Penalty: 5751.733398
	Iteration 5Q: 3 clusters Score -1.226785e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -12269171.000000 Penalty: 5751.733398
	Iteration 6Q: 3 clusters Score -1.226917e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -12270635.000000 Penalty: 5751.733398
	Iteration 7Q: 3 clusters Score -1.227064e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -12272312.000000 Penalty: 5751.733398
	Iteration 8Q: 3 clusters Score -1.227231e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -12274186.000000 Penalty: 5751.733398
	Iteration 9Q: 3 clusters Score -1.227419e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -12276266.000000 Penalty: 5751.733398
	Iteration 10Q: 3 clusters Score -1.227627e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -12278464.000000 Penalty: 5751.733398
	Iteration 11Q: 3 clusters Score -1.227846e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -12280778.000000 Penalty: 5751.733398
	Iteration 12Q: 3 clusters Score -1.228078e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -12283497.000000 Penalty: 5751.733398
	Iteration 13Q: 3 clusters Score -1.22835e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -12286486.000000 Penalty: 5751.733398
	Iteration 14F: 3 clusters Score -1.228649e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -12290039.000000 Penalty: 5751.733398
	Iteration 15F: 3 clusters Score -1.229004e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -12293663.000000 Penalty: 5751.733398
	Iteration 16F: 3 clusters Score -1.229366e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -12297062.000000 Penalty: 5751.733398
	Iteration 17Q: 3 clusters Score -1.229706e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -12299973.000000 Penalty: 5751.733398
	Iteration 18Q: 3 clusters Score -1.229997e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -12301970.000000 Penalty: 5751.733398
	Iteration 19Q: 3 clusters Score -1.230197e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -12303379.000000 Penalty: 5751.733398
	Iteration 20F: 3 clusters Score -1.230338e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -12304252.000000 Penalty: 5751.733398
	Iteration 21Q: 3 clusters Score -1.230425e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -12304679.000000 Penalty: 5751.733398
	Iteration 22Q: 3 clusters Score -1.230468e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -12304954.000000 Penalty: 5751.733398
	Iteration 23Q: 3 clusters Score -1.230495e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -12305106.000000 Penalty: 5751.733398
	Iteration 24Q: 3 clusters Score -1.230511e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -12305169.000000 Penalty: 5751.733398
	Iteration 25Q: 3 clusters Score -1.230517e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -12305243.000000 Penalty: 5751.733398
	Iteration 26Q: 3 clusters Score -1.230524e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -12305268.000000 Penalty: 5751.733398
	Iteration 27Q: 3 clusters Score -1.230527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -12305293.000000 Penalty: 5751.733398
	Iteration 28Q: 3 clusters Score -1.230529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -12305309.000000 Penalty: 5751.733398
	Iteration 29Q: 3 clusters Score -1.230531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -12305331.000000 Penalty: 5751.733398
	Iteration 30Q: 3 clusters Score -1.230533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -12305344.000000 Penalty: 5751.733398
	Iteration 31Q: 3 clusters Score -1.230534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -12305376.000000 Penalty: 5751.733398
	Iteration 32Q: 3 clusters Score -1.230538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
Score: -12305388.000000 Penalty: 5751.733398
	Iteration 33Q: 3 clusters Score -1.230539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -12305405.000000 Penalty: 5751.733398
	Iteration 34Q: 3 clusters Score -1.23054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -12305416.000000 Penalty: 5751.733398
	Iteration 35Q: 3 clusters Score -1.230542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -12305403.000000 Penalty: 5751.733398
	Iteration 36Q: 3 clusters Score -1.23054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -12305405.000000 Penalty: 5751.733398
	Iteration 37Q: 3 clusters Score -1.23054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -12305406.000000 Penalty: 5751.733398
	Iteration 38Q: 3 clusters Score -1.230541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -12305411.000000 Penalty: 5751.733398
	Iteration 39Q: 3 clusters Score -1.230541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -12305409.000000 Penalty: 5751.733398
	Iteration 40F: 3 clusters Score -1.230541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -12305414.000000 Penalty: 5751.733398
	Iteration 41Q: 3 clusters Score -1.230541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -12305432.000000 Penalty: 5751.733398
	Iteration 42Q: 3 clusters Score -1.230543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 108172 members 
Entering Unmasked Estep 
Score: -12305432.000000 Penalty: 5751.733398
	Iteration 43Q: 3 clusters Score -1.230543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -12305427.000000 Penalty: 5751.733398
	Iteration 44Q: 3 clusters Score -1.230543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -12305424.000000 Penalty: 5751.733398
	Iteration 45Q: 3 clusters Score -1.230542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 108178 members 
Entering Unmasked Estep 
Score: -12305429.000000 Penalty: 5751.733398
	Iteration 46Q: 3 clusters Score -1.230543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -12305428.000000 Penalty: 5751.733398
	Iteration 47Q: 3 clusters Score -1.230543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -12305421.000000 Penalty: 5751.733398
	Iteration 48Q: 3 clusters Score -1.230542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -12305421.000000 Penalty: 5751.733398
	Iteration 49F: 3 clusters Score -1.230542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127699.867188 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127699.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -128015.156250 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -128015.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128095.843750 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128095.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128132.976562 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128154.882812 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128166.625000 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128183.882812 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128183.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128195.039062 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128203.937500 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -128203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128210.742188 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -128210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128215.820312 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -128215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128218.820312 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -128218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128220.429688 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -128220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128234.257812 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -128234.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128239.984375 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -128240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128243.218750 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -128243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128247.187500 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -128247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128247.187500 Penalty: 3510.020264
	Iteration 17F: 3 clusters Score -128247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Entering Unmasked Estep 
Score: -2080106.000000 Penalty: 2439.741699
	Iteration 0F: 2 clusters Score -2080106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2066878.875000 Penalty: 4879.483398
	Iteration 0F: 3 clusters Score -2066879 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2071381.625000 Penalty: 4879.483398
	Iteration 1F: 3 clusters Score -2071382 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2071964.375000 Penalty: 4879.483398
	Iteration 2F: 3 clusters Score -2071964 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2072545.000000 Penalty: 4879.483398
	Iteration 3F: 3 clusters Score -2072545 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2073056.750000 Penalty: 4879.483398
	Iteration 4F: 3 clusters Score -2073057 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2073520.375000 Penalty: 4879.483398
	Iteration 5Q: 3 clusters Score -2073520 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2074012.500000 Penalty: 4879.483398
	Iteration 6Q: 3 clusters Score -2074012 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2074444.375000 Penalty: 4879.483398
	Iteration 7Q: 3 clusters Score -2074444 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2074853.875000 Penalty: 4879.483398
	Iteration 8Q: 3 clusters Score -2074854 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2075266.250000 Penalty: 4879.483398
	Iteration 9Q: 3 clusters Score -2075266 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2075679.375000 Penalty: 4879.483398
	Iteration 10Q: 3 clusters Score -2075679 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2075956.625000 Penalty: 4879.483398
	Iteration 11Q: 3 clusters Score -2075957 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2076159.500000 Penalty: 4879.483398
	Iteration 12Q: 3 clusters Score -2076160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2076277.125000 Penalty: 4879.483398
	Iteration 13Q: 3 clusters Score -2076277 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2076364.125000 Penalty: 4879.483398
	Iteration 14Q: 3 clusters Score -2076364 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2076427.125000 Penalty: 4879.483398
	Iteration 15Q: 3 clusters Score -2076427 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2076460.875000 Penalty: 4879.483398
	Iteration 16Q: 3 clusters Score -2076461 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2076479.250000 Penalty: 4879.483398
	Iteration 17Q: 3 clusters Score -2076479 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2076507.750000 Penalty: 4879.483398
	Iteration 18Q: 3 clusters Score -2076508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2076525.000000 Penalty: 4879.483398
	Iteration 19Q: 3 clusters Score -2076525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2076541.625000 Penalty: 4879.483398
	Iteration 20F: 3 clusters Score -2076542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2076565.875000 Penalty: 4879.483398
	Iteration 21Q: 3 clusters Score -2076566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2076585.375000 Penalty: 4879.483398
	Iteration 22Q: 3 clusters Score -2076585 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2076608.125000 Penalty: 4879.483398
	Iteration 23Q: 3 clusters Score -2076608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2076643.875000 Penalty: 4879.483398
	Iteration 24Q: 3 clusters Score -2076644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2076688.250000 Penalty: 4879.483398
	Iteration 25Q: 3 clusters Score -2076688 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2076745.000000 Penalty: 4879.483398
	Iteration 26Q: 3 clusters Score -2076745 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2076824.125000 Penalty: 4879.483398
	Iteration 27Q: 3 clusters Score -2076824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2076900.125000 Penalty: 4879.483398
	Iteration 28Q: 3 clusters Score -2076900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2077002.625000 Penalty: 4879.483398
	Iteration 29Q: 3 clusters Score -2077003 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2077129.625000 Penalty: 4879.483398
	Iteration 30Q: 3 clusters Score -2077130 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2077267.750000 Penalty: 4879.483398
	Iteration 31Q: 3 clusters Score -2077268 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2077437.875000 Penalty: 4879.483398
	Iteration 32Q: 3 clusters Score -2077438 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2077642.375000 Penalty: 4879.483398
	Iteration 33Q: 3 clusters Score -2077642 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2077847.125000 Penalty: 4879.483398
	Iteration 34Q: 3 clusters Score -2077847 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2078078.250000 Penalty: 4879.483398
	Iteration 35Q: 3 clusters Score -2078078 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2078305.250000 Penalty: 4879.483398
	Iteration 36Q: 3 clusters Score -2078305 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2078510.250000 Penalty: 4879.483398
	Iteration 37Q: 3 clusters Score -2078510 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2078705.375000 Penalty: 4879.483398
	Iteration 38Q: 3 clusters Score -2078705 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2078862.250000 Penalty: 4879.483398
	Iteration 39Q: 3 clusters Score -2078862 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2079025.500000 Penalty: 4879.483398
	Iteration 40F: 3 clusters Score -2079026 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2079169.500000 Penalty: 4879.483398
	Iteration 41Q: 3 clusters Score -2079170 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2079288.250000 Penalty: 4879.483398
	Iteration 42Q: 3 clusters Score -2079288 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2079395.375000 Penalty: 4879.483398
	Iteration 43Q: 3 clusters Score -2079395 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2079486.375000 Penalty: 4879.483398
	Iteration 44Q: 3 clusters Score -2079486 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2079560.625000 Penalty: 4879.483398
	Iteration 45Q: 3 clusters Score -2079561 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2079598.125000 Penalty: 4879.483398
	Iteration 46Q: 3 clusters Score -2079598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2079626.375000 Penalty: 4879.483398
	Iteration 47Q: 3 clusters Score -2079626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2079648.000000 Penalty: 4879.483398
	Iteration 48Q: 3 clusters Score -2079648 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2079670.375000 Penalty: 4879.483398
	Iteration 49Q: 3 clusters Score -2079670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2079687.250000 Penalty: 4879.483398
	Iteration 50Q: 3 clusters Score -2079687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2079703.250000 Penalty: 4879.483398
	Iteration 51Q: 3 clusters Score -2079703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2079713.375000 Penalty: 4879.483398
	Iteration 52Q: 3 clusters Score -2079713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2079725.000000 Penalty: 4879.483398
	Iteration 53Q: 3 clusters Score -2079725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2079732.375000 Penalty: 4879.483398
	Iteration 54Q: 3 clusters Score -2079732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2079745.000000 Penalty: 4879.483398
	Iteration 55Q: 3 clusters Score -2079745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2079745.000000 Penalty: 4879.483398
	Iteration 56Q: 3 clusters Score -2079745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2079755.750000 Penalty: 4879.483398
	Iteration 57Q: 3 clusters Score -2079756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2079752.500000 Penalty: 4879.483398
	Iteration 58Q: 3 clusters Score -2079752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2079761.375000 Penalty: 4879.483398
	Iteration 59Q: 3 clusters Score -2079761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2079763.625000 Penalty: 4879.483398
	Iteration 60F: 3 clusters Score -2079764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2079765.500000 Penalty: 4879.483398
	Iteration 61Q: 3 clusters Score -2079766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2079770.625000 Penalty: 4879.483398
	Iteration 62Q: 3 clusters Score -2079771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2079770.750000 Penalty: 4879.483398
	Iteration 63Q: 3 clusters Score -2079771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2079775.500000 Penalty: 4879.483398
	Iteration 64Q: 3 clusters Score -2079776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2079774.250000 Penalty: 4879.483398
	Iteration 65Q: 3 clusters Score -2079774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2079774.125000 Penalty: 4879.483398
	Iteration 66Q: 3 clusters Score -2079774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2079773.250000 Penalty: 4879.483398
	Iteration 67Q: 3 clusters Score -2079773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2079773.125000 Penalty: 4879.483398
	Iteration 68Q: 3 clusters Score -2079773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2079773.125000 Penalty: 4879.483398
	Iteration 69F: 3 clusters Score -2079773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -592332.437500 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -592332.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -587244.500000 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -587244.5 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -588785.375000 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -588785.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -589272.312500 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -589272.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -589695.000000 Penalty: 4309.890625
	Iteration 3F: 3 clusters Score -589695 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -590072.937500 Penalty: 4309.890625
	Iteration 4F: 3 clusters Score -590072.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -590348.562500 Penalty: 4309.890625
	Iteration 5F: 3 clusters Score -590348.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -590519.437500 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -590519.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -590630.125000 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -590630.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -590701.500000 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -590701.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -590746.937500 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -590746.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -590770.062500 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -590770.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -590787.812500 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -590787.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -590802.375000 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -590802.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -590812.062500 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -590812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -590820.312500 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -590820.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -590825.875000 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -590825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -590826.312500 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -590826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -590831.125000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -590831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -590831.875000 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -590831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -590832.000000 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -590832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -590832.812500 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -590832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -590832.812500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -590832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -590834.250000 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -590834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -590834.500000 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -590834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -590834.312500 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -590834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -590835.875000 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -590835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -590836.125000 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -590836.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -590836.125000 Penalty: 4309.890625
	Iteration 27F: 3 clusters Score -590836.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343200 members 
Entering Unmasked Estep 
Score: -38599992.000000 Penalty: 3161.025146
	Iteration 0F: 2 clusters Score -3.859999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -38401540.000000 Penalty: 6322.050293
	Iteration 0F: 3 clusters Score -3.840154e+07 nChanged 166501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -38499524.000000 Penalty: 6322.050293
	Iteration 1F: 3 clusters Score -3.849952e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -38500932.000000 Penalty: 6322.050293
	Iteration 2Q: 3 clusters Score -3.850093e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -38502580.000000 Penalty: 6322.050293
	Iteration 3Q: 3 clusters Score -3.850258e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -38504712.000000 Penalty: 6322.050293
	Iteration 4Q: 3 clusters Score -3.850471e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -38507488.000000 Penalty: 6322.050293
	Iteration 5Q: 3 clusters Score -3.850749e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185532 members 
Mstep: Class 2 contains 157668 members 
Entering Unmasked Estep 
Score: -38511324.000000 Penalty: 6322.050293
	Iteration 6Q: 3 clusters Score -3.851132e+07 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191582 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -38516192.000000 Penalty: 6322.050293
	Iteration 7Q: 3 clusters Score -3.851619e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199431 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -38522948.000000 Penalty: 6322.050293
	Iteration 8Q: 3 clusters Score -3.852295e+07 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208789 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -38530792.000000 Penalty: 6322.050293
	Iteration 9Q: 3 clusters Score -3.853079e+07 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218782 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -38540084.000000 Penalty: 6322.050293
	Iteration 10F: 3 clusters Score -3.854008e+07 nChanged 17883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227559 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -38549796.000000 Penalty: 6322.050293
	Iteration 11F: 3 clusters Score -3.85498e+07 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234007 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -38560108.000000 Penalty: 6322.050293
	Iteration 12F: 3 clusters Score -3.856011e+07 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237781 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -38569868.000000 Penalty: 6322.050293
	Iteration 13Q: 3 clusters Score -3.856987e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239655 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -38575928.000000 Penalty: 6322.050293
	Iteration 14Q: 3 clusters Score -3.857593e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240918 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -38578448.000000 Penalty: 6322.050293
	Iteration 15Q: 3 clusters Score -3.857845e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242148 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -38579436.000000 Penalty: 6322.050293
	Iteration 16Q: 3 clusters Score -3.857944e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243476 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -38580136.000000 Penalty: 6322.050293
	Iteration 17Q: 3 clusters Score -3.858014e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244887 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -38580796.000000 Penalty: 6322.050293
	Iteration 18Q: 3 clusters Score -3.85808e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246251 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -38581380.000000 Penalty: 6322.050293
	Iteration 19Q: 3 clusters Score -3.858138e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247593 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -38582124.000000 Penalty: 6322.050293
	Iteration 20F: 3 clusters Score -3.858212e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249044 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -38583080.000000 Penalty: 6322.050293
	Iteration 21Q: 3 clusters Score -3.858308e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250487 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -38583472.000000 Penalty: 6322.050293
	Iteration 22Q: 3 clusters Score -3.858347e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251994 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -38584028.000000 Penalty: 6322.050293
	Iteration 23Q: 3 clusters Score -3.858403e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253566 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -38584596.000000 Penalty: 6322.050293
	Iteration 24Q: 3 clusters Score -3.85846e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255273 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -38585436.000000 Penalty: 6322.050293
	Iteration 25Q: 3 clusters Score -3.858544e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257203 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -38586120.000000 Penalty: 6322.050293
	Iteration 26Q: 3 clusters Score -3.858612e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259302 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -38586940.000000 Penalty: 6322.050293
	Iteration 27Q: 3 clusters Score -3.858694e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261627 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -38587928.000000 Penalty: 6322.050293
	Iteration 28Q: 3 clusters Score -3.858793e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264066 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -38589060.000000 Penalty: 6322.050293
	Iteration 29Q: 3 clusters Score -3.858906e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266706 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -38590172.000000 Penalty: 6322.050293
	Iteration 30Q: 3 clusters Score -3.859017e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269448 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -38591296.000000 Penalty: 6322.050293
	Iteration 31Q: 3 clusters Score -3.85913e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272298 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -38592480.000000 Penalty: 6322.050293
	Iteration 32Q: 3 clusters Score -3.859248e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275307 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -38593888.000000 Penalty: 6322.050293
	Iteration 33Q: 3 clusters Score -3.859389e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278574 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -38595088.000000 Penalty: 6322.050293
	Iteration 34Q: 3 clusters Score -3.859509e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281962 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -38596664.000000 Penalty: 6322.050293
	Iteration 35Q: 3 clusters Score -3.859666e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285509 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -38597576.000000 Penalty: 6322.050293
	Iteration 36Q: 3 clusters Score -3.859758e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288846 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -38598044.000000 Penalty: 6322.050293
	Iteration 37Q: 3 clusters Score -3.859804e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291913 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -38598484.000000 Penalty: 6322.050293
	Iteration 38Q: 3 clusters Score -3.859848e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294854 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -38598908.000000 Penalty: 6322.050293
	Iteration 39Q: 3 clusters Score -3.859891e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297611 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -38599352.000000 Penalty: 6322.050293
	Iteration 40F: 3 clusters Score -3.859935e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300108 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -38599704.000000 Penalty: 6322.050293
	Iteration 41Q: 3 clusters Score -3.85997e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302560 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -38599744.000000 Penalty: 6322.050293
	Iteration 42Q: 3 clusters Score -3.859974e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304856 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -38599796.000000 Penalty: 6322.050293
	Iteration 43Q: 3 clusters Score -3.85998e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307036 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -38599996.000000 Penalty: 6322.050293
	Iteration 44Q: 3 clusters Score -3.86e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309151 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -38600016.000000 Penalty: 6322.050293
	Iteration 45Q: 3 clusters Score -3.860002e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311116 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -38600324.000000 Penalty: 6322.050293
	Iteration 46Q: 3 clusters Score -3.860032e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312943 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -38600572.000000 Penalty: 6322.050293
	Iteration 47Q: 3 clusters Score -3.860057e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314662 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -38600748.000000 Penalty: 6322.050293
	Iteration 48Q: 3 clusters Score -3.860075e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316292 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -38600844.000000 Penalty: 6322.050293
	Iteration 49Q: 3 clusters Score -3.860084e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317826 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -38600936.000000 Penalty: 6322.050293
	Iteration 50Q: 3 clusters Score -3.860094e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319258 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -38601008.000000 Penalty: 6322.050293
	Iteration 51Q: 3 clusters Score -3.860101e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320585 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -38600880.000000 Penalty: 6322.050293
	Iteration 52Q: 3 clusters Score -3.860088e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321799 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -38600828.000000 Penalty: 6322.050293
	Iteration 53Q: 3 clusters Score -3.860083e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323000 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -38600648.000000 Penalty: 6322.050293
	Iteration 54Q: 3 clusters Score -3.860065e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324126 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -38600600.000000 Penalty: 6322.050293
	Iteration 55Q: 3 clusters Score -3.86006e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325156 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -38600584.000000 Penalty: 6322.050293
	Iteration 56Q: 3 clusters Score -3.860058e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326163 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -38600616.000000 Penalty: 6322.050293
	Iteration 57Q: 3 clusters Score -3.860062e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327088 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -38600652.000000 Penalty: 6322.050293
	Iteration 58Q: 3 clusters Score -3.860065e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327938 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -38600688.000000 Penalty: 6322.050293
	Iteration 59Q: 3 clusters Score -3.860069e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328704 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -38600524.000000 Penalty: 6322.050293
	Iteration 60F: 3 clusters Score -3.860052e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329455 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -38600472.000000 Penalty: 6322.050293
	Iteration 61Q: 3 clusters Score -3.860047e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330172 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -38600352.000000 Penalty: 6322.050293
	Iteration 62Q: 3 clusters Score -3.860035e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330859 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -38600332.000000 Penalty: 6322.050293
	Iteration 63Q: 3 clusters Score -3.860033e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331529 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -38600216.000000 Penalty: 6322.050293
	Iteration 64Q: 3 clusters Score -3.860022e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332149 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -38600388.000000 Penalty: 6322.050293
	Iteration 65Q: 3 clusters Score -3.860039e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332720 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -38600276.000000 Penalty: 6322.050293
	Iteration 66Q: 3 clusters Score -3.860028e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333225 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -38600296.000000 Penalty: 6322.050293
	Iteration 67Q: 3 clusters Score -3.86003e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333704 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -38600256.000000 Penalty: 6322.050293
	Iteration 68Q: 3 clusters Score -3.860026e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334169 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -38600332.000000 Penalty: 6322.050293
	Iteration 69Q: 3 clusters Score -3.860033e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334593 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -38600308.000000 Penalty: 6322.050293
	Iteration 70Q: 3 clusters Score -3.860031e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334957 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -38600304.000000 Penalty: 6322.050293
	Iteration 71Q: 3 clusters Score -3.86003e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335284 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -38600292.000000 Penalty: 6322.050293
	Iteration 72Q: 3 clusters Score -3.860029e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335549 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -38600208.000000 Penalty: 6322.050293
	Iteration 73Q: 3 clusters Score -3.860021e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335803 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -38600280.000000 Penalty: 6322.050293
	Iteration 74Q: 3 clusters Score -3.860028e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336035 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -38600252.000000 Penalty: 6322.050293
	Iteration 75Q: 3 clusters Score -3.860025e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336255 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -38600192.000000 Penalty: 6322.050293
	Iteration 76Q: 3 clusters Score -3.860019e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336453 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -38600128.000000 Penalty: 6322.050293
	Iteration 77Q: 3 clusters Score -3.860013e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336626 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -38600072.000000 Penalty: 6322.050293
	Iteration 78Q: 3 clusters Score -3.860007e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336786 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -38600112.000000 Penalty: 6322.050293
	Iteration 79Q: 3 clusters Score -3.860011e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336932 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -38600064.000000 Penalty: 6322.050293
	Iteration 80F: 3 clusters Score -3.860006e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337083 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -38600060.000000 Penalty: 6322.050293
	Iteration 81Q: 3 clusters Score -3.860006e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337246 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -38600048.000000 Penalty: 6322.050293
	Iteration 82Q: 3 clusters Score -3.860005e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337376 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -38600060.000000 Penalty: 6322.050293
	Iteration 83Q: 3 clusters Score -3.860006e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337487 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -38600024.000000 Penalty: 6322.050293
	Iteration 84Q: 3 clusters Score -3.860002e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337596 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -38599968.000000 Penalty: 6322.050293
	Iteration 85Q: 3 clusters Score -3.859997e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337702 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -38599916.000000 Penalty: 6322.050293
	Iteration 86Q: 3 clusters Score -3.859992e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337786 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -38599924.000000 Penalty: 6322.050293
	Iteration 87Q: 3 clusters Score -3.859992e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337858 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -38599884.000000 Penalty: 6322.050293
	Iteration 88Q: 3 clusters Score -3.859988e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337931 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -38599868.000000 Penalty: 6322.050293
	Iteration 89Q: 3 clusters Score -3.859987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338010 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -38599880.000000 Penalty: 6322.050293
	Iteration 90Q: 3 clusters Score -3.859988e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338088 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -38599924.000000 Penalty: 6322.050293
	Iteration 91Q: 3 clusters Score -3.859992e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338174 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -38599908.000000 Penalty: 6322.050293
	Iteration 92Q: 3 clusters Score -3.859991e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338257 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -38599848.000000 Penalty: 6322.050293
	Iteration 93Q: 3 clusters Score -3.859985e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338342 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -38599836.000000 Penalty: 6322.050293
	Iteration 94Q: 3 clusters Score -3.859984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338424 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -38599784.000000 Penalty: 6322.050293
	Iteration 95Q: 3 clusters Score -3.859978e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338501 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -38599732.000000 Penalty: 6322.050293
	Iteration 96Q: 3 clusters Score -3.859973e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338570 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -38599704.000000 Penalty: 6322.050293
	Iteration 97Q: 3 clusters Score -3.85997e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338645 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -38599712.000000 Penalty: 6322.050293
	Iteration 98Q: 3 clusters Score -3.859971e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338715 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -38599656.000000 Penalty: 6322.050293
	Iteration 99Q: 3 clusters Score -3.859966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338771 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -38599588.000000 Penalty: 6322.050293
	Iteration 100F: 3 clusters Score -3.859959e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338818 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -38599576.000000 Penalty: 6322.050293
	Iteration 101Q: 3 clusters Score -3.859958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338862 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -38599552.000000 Penalty: 6322.050293
	Iteration 102Q: 3 clusters Score -3.859955e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338905 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -38599532.000000 Penalty: 6322.050293
	Iteration 103Q: 3 clusters Score -3.859953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338947 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -38599504.000000 Penalty: 6322.050293
	Iteration 104Q: 3 clusters Score -3.85995e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339000 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -38599452.000000 Penalty: 6322.050293
	Iteration 105Q: 3 clusters Score -3.859945e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339049 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -38599468.000000 Penalty: 6322.050293
	Iteration 106Q: 3 clusters Score -3.859947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339086 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -38599412.000000 Penalty: 6322.050293
	Iteration 107Q: 3 clusters Score -3.859941e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339123 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -38599424.000000 Penalty: 6322.050293
	Iteration 108Q: 3 clusters Score -3.859942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339152 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -38599368.000000 Penalty: 6322.050293
	Iteration 109Q: 3 clusters Score -3.859937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339186 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -38599344.000000 Penalty: 6322.050293
	Iteration 110Q: 3 clusters Score -3.859934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339216 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -38599288.000000 Penalty: 6322.050293
	Iteration 111Q: 3 clusters Score -3.859929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339240 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -38599288.000000 Penalty: 6322.050293
	Iteration 112Q: 3 clusters Score -3.859929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339263 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -38599284.000000 Penalty: 6322.050293
	Iteration 113Q: 3 clusters Score -3.859928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339296 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -38599276.000000 Penalty: 6322.050293
	Iteration 114Q: 3 clusters Score -3.859928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339325 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -38599240.000000 Penalty: 6322.050293
	Iteration 115Q: 3 clusters Score -3.859924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339352 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -38599264.000000 Penalty: 6322.050293
	Iteration 116Q: 3 clusters Score -3.859926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339376 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -38599280.000000 Penalty: 6322.050293
	Iteration 117Q: 3 clusters Score -3.859928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339402 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -38599320.000000 Penalty: 6322.050293
	Iteration 118Q: 3 clusters Score -3.859932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339425 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -38599272.000000 Penalty: 6322.050293
	Iteration 119Q: 3 clusters Score -3.859927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339449 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -38599300.000000 Penalty: 6322.050293
	Iteration 120F: 3 clusters Score -3.85993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339474 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -38599272.000000 Penalty: 6322.050293
	Iteration 121Q: 3 clusters Score -3.859927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339501 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -38599252.000000 Penalty: 6322.050293
	Iteration 122Q: 3 clusters Score -3.859925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339530 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -38599268.000000 Penalty: 6322.050293
	Iteration 123Q: 3 clusters Score -3.859927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339568 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -38599228.000000 Penalty: 6322.050293
	Iteration 124Q: 3 clusters Score -3.859923e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339603 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -38599196.000000 Penalty: 6322.050293
	Iteration 125Q: 3 clusters Score -3.85992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339631 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -38599168.000000 Penalty: 6322.050293
	Iteration 126Q: 3 clusters Score -3.859917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339663 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -38599148.000000 Penalty: 6322.050293
	Iteration 127Q: 3 clusters Score -3.859915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339699 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -38599172.000000 Penalty: 6322.050293
	Iteration 128Q: 3 clusters Score -3.859917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339724 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -38599216.000000 Penalty: 6322.050293
	Iteration 129Q: 3 clusters Score -3.859922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339746 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -38599184.000000 Penalty: 6322.050293
	Iteration 130Q: 3 clusters Score -3.859918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339759 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -38599192.000000 Penalty: 6322.050293
	Iteration 131Q: 3 clusters Score -3.859919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339777 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -38599204.000000 Penalty: 6322.050293
	Iteration 132Q: 3 clusters Score -3.85992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339793 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -38599176.000000 Penalty: 6322.050293
	Iteration 133Q: 3 clusters Score -3.859918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339801 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -38599172.000000 Penalty: 6322.050293
	Iteration 134Q: 3 clusters Score -3.859917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339808 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -38599180.000000 Penalty: 6322.050293
	Iteration 135Q: 3 clusters Score -3.859918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339813 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -38599180.000000 Penalty: 6322.050293
	Iteration 136Q: 3 clusters Score -3.859918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339817 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -38599192.000000 Penalty: 6322.050293
	Iteration 137Q: 3 clusters Score -3.859919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339823 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -38599188.000000 Penalty: 6322.050293
	Iteration 138Q: 3 clusters Score -3.859919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339833 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -38599188.000000 Penalty: 6322.050293
	Iteration 139Q: 3 clusters Score -3.859919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339848 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -38599196.000000 Penalty: 6322.050293
	Iteration 140F: 3 clusters Score -3.85992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339865 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -38599244.000000 Penalty: 6322.050293
	Iteration 141Q: 3 clusters Score -3.859924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339882 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -38599224.000000 Penalty: 6322.050293
	Iteration 142Q: 3 clusters Score -3.859922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339897 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -38599220.000000 Penalty: 6322.050293
	Iteration 143Q: 3 clusters Score -3.859922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339913 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -38599176.000000 Penalty: 6322.050293
	Iteration 144Q: 3 clusters Score -3.859918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339930 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -38599188.000000 Penalty: 6322.050293
	Iteration 145Q: 3 clusters Score -3.859919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339943 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -38599164.000000 Penalty: 6322.050293
	Iteration 146Q: 3 clusters Score -3.859916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339957 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -38599192.000000 Penalty: 6322.050293
	Iteration 147Q: 3 clusters Score -3.859919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339976 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -38599212.000000 Penalty: 6322.050293
	Iteration 148Q: 3 clusters Score -3.859921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339992 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -38599196.000000 Penalty: 6322.050293
	Iteration 149Q: 3 clusters Score -3.85992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340012 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -38599160.000000 Penalty: 6322.050293
	Iteration 150Q: 3 clusters Score -3.859916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340034 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -38599136.000000 Penalty: 6322.050293
	Iteration 151Q: 3 clusters Score -3.859914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340051 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -38599116.000000 Penalty: 6322.050293
	Iteration 152Q: 3 clusters Score -3.859912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340069 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -38599156.000000 Penalty: 6322.050293
	Iteration 153Q: 3 clusters Score -3.859916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340091 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -38599136.000000 Penalty: 6322.050293
	Iteration 154Q: 3 clusters Score -3.859914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340112 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -38599140.000000 Penalty: 6322.050293
	Iteration 155Q: 3 clusters Score -3.859914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340126 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -38599140.000000 Penalty: 6322.050293
	Iteration 156Q: 3 clusters Score -3.859914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340137 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -38599096.000000 Penalty: 6322.050293
	Iteration 157Q: 3 clusters Score -3.85991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340141 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -38599080.000000 Penalty: 6322.050293
	Iteration 158Q: 3 clusters Score -3.859908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340151 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -38599076.000000 Penalty: 6322.050293
	Iteration 159Q: 3 clusters Score -3.859908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340163 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -38599072.000000 Penalty: 6322.050293
	Iteration 160F: 3 clusters Score -3.859907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340176 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -38599084.000000 Penalty: 6322.050293
	Iteration 161Q: 3 clusters Score -3.859908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340188 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -38599084.000000 Penalty: 6322.050293
	Iteration 162Q: 3 clusters Score -3.859908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340192 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -38599080.000000 Penalty: 6322.050293
	Iteration 163Q: 3 clusters Score -3.859908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340205 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -38599060.000000 Penalty: 6322.050293
	Iteration 164Q: 3 clusters Score -3.859906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340216 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -38599040.000000 Penalty: 6322.050293
	Iteration 165Q: 3 clusters Score -3.859904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340223 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -38599048.000000 Penalty: 6322.050293
	Iteration 166Q: 3 clusters Score -3.859905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340231 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -38599040.000000 Penalty: 6322.050293
	Iteration 167Q: 3 clusters Score -3.859904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340235 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -38599040.000000 Penalty: 6322.050293
	Iteration 168Q: 3 clusters Score -3.859904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340241 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -38599016.000000 Penalty: 6322.050293
	Iteration 169Q: 3 clusters Score -3.859902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340245 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -38599020.000000 Penalty: 6322.050293
	Iteration 170Q: 3 clusters Score -3.859902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340248 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -38599028.000000 Penalty: 6322.050293
	Iteration 171Q: 3 clusters Score -3.859903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340251 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -38599024.000000 Penalty: 6322.050293
	Iteration 172Q: 3 clusters Score -3.859902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340260 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -38599028.000000 Penalty: 6322.050293
	Iteration 173Q: 3 clusters Score -3.859903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340266 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -38599012.000000 Penalty: 6322.050293
	Iteration 174Q: 3 clusters Score -3.859901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340265 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -38599016.000000 Penalty: 6322.050293
	Iteration 175Q: 3 clusters Score -3.859902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340265 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -38599016.000000 Penalty: 6322.050293
	Iteration 176F: 3 clusters Score -3.859902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -343317.187500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -343317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -340061.093750 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -340061.1 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -340747.968750 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -340748 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -340885.062500 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -340885.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -340965.281250 Penalty: 3977.728271
	Iteration 3Q: 3 clusters Score -340965.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -341020.500000 Penalty: 3977.728271
	Iteration 4Q: 3 clusters Score -341020.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -341062.562500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -341062.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -341085.937500 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -341085.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -341100.562500 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -341100.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -341115.437500 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -341115.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -341131.312500 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -341131.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -341147.031250 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -341147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -341158.218750 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -341158.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -341171.031250 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -341171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -341175.843750 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -341175.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -341181.437500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -341181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -341187.687500 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -341187.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -341192.562500 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -341192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341196.812500 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -341196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -341201.218750 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -341201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -341204.625000 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -341204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341206.625000 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -341206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -341209.437500 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -341209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -341213.500000 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -341213.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -341217.906250 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -341217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -341222.500000 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -341222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -341225.750000 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -341225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -341229.093750 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -341229.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -341234.875000 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -341234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -341242.187500 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -341242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -341248.250000 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -341248.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -341257.781250 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -341257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -341268.500000 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -341268.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -341278.000000 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -341278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -341286.062500 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -341286.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -341292.812500 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -341292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -341298.531250 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -341298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -341304.468750 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -341304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -341308.968750 Penalty: 3977.728271
	Iteration 37Q: 3 clusters Score -341309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -341316.531250 Penalty: 3977.728271
	Iteration 38Q: 3 clusters Score -341316.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -341326.000000 Penalty: 3977.728271
	Iteration 39Q: 3 clusters Score -341326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -341334.468750 Penalty: 3977.728271
	Iteration 40F: 3 clusters Score -341334.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -341342.187500 Penalty: 3977.728271
	Iteration 41Q: 3 clusters Score -341342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -341348.093750 Penalty: 3977.728271
	Iteration 42Q: 3 clusters Score -341348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -341348.968750 Penalty: 3977.728271
	Iteration 43Q: 3 clusters Score -341349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -341350.187500 Penalty: 3977.728271
	Iteration 44Q: 3 clusters Score -341350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -341352.437500 Penalty: 3977.728271
	Iteration 45Q: 3 clusters Score -341352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -341354.062500 Penalty: 3977.728271
	Iteration 46Q: 3 clusters Score -341354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -341355.031250 Penalty: 3977.728271
	Iteration 47Q: 3 clusters Score -341355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -341356.750000 Penalty: 3977.728271
	Iteration 48Q: 3 clusters Score -341356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -341361.000000 Penalty: 3977.728271
	Iteration 49Q: 3 clusters Score -341361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -341364.312500 Penalty: 3977.728271
	Iteration 50Q: 3 clusters Score -341364.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -341372.343750 Penalty: 3977.728271
	Iteration 51Q: 3 clusters Score -341372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -341379.937500 Penalty: 3977.728271
	Iteration 52Q: 3 clusters Score -341379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -341384.125000 Penalty: 3977.728271
	Iteration 53Q: 3 clusters Score -341384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -341389.750000 Penalty: 3977.728271
	Iteration 54Q: 3 clusters Score -341389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -341395.812500 Penalty: 3977.728271
	Iteration 55Q: 3 clusters Score -341395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -341400.093750 Penalty: 3977.728271
	Iteration 56Q: 3 clusters Score -341400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -341403.281250 Penalty: 3977.728271
	Iteration 57Q: 3 clusters Score -341403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -341406.593750 Penalty: 3977.728271
	Iteration 58Q: 3 clusters Score -341406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -341407.625000 Penalty: 3977.728271
	Iteration 59Q: 3 clusters Score -341407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -341409.718750 Penalty: 3977.728271
	Iteration 60F: 3 clusters Score -341409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -341410.250000 Penalty: 3977.728271
	Iteration 61Q: 3 clusters Score -341410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -341411.906250 Penalty: 3977.728271
	Iteration 62Q: 3 clusters Score -341411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -341412.406250 Penalty: 3977.728271
	Iteration 63Q: 3 clusters Score -341412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -341413.125000 Penalty: 3977.728271
	Iteration 64Q: 3 clusters Score -341413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -341416.156250 Penalty: 3977.728271
	Iteration 65Q: 3 clusters Score -341416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -341416.968750 Penalty: 3977.728271
	Iteration 66Q: 3 clusters Score -341417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -341420.187500 Penalty: 3977.728271
	Iteration 67Q: 3 clusters Score -341420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -341421.562500 Penalty: 3977.728271
	Iteration 68Q: 3 clusters Score -341421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -341423.500000 Penalty: 3977.728271
	Iteration 69Q: 3 clusters Score -341423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -341424.218750 Penalty: 3977.728271
	Iteration 70Q: 3 clusters Score -341424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -341424.218750 Penalty: 3977.728271
	Iteration 71F: 3 clusters Score -341424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44157.441406 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44157.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44414.425781 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44414.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44525.062500 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44525.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44606.683594 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44606.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44660.128906 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44660.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44728.972656 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44728.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44813.902344 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44861.785156 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44861.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44910.207031 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44910.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44936.269531 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44936.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44967.687500 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44967.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44994.472656 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44994.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45082.820312 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -45082.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45157.187500 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -45157.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45232.042969 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -45232.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45247.289062 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -45247.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45273.753906 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -45273.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45313.523438 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -45313.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45324.265625 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -45324.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45332.613281 Penalty: 3066.314209
	Iteration 19Q: 3 clusters Score -45332.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45337.863281 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -45337.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45377.496094 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -45377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45441.343750 Penalty: 3066.314209
	Iteration 22Q: 3 clusters Score -45441.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45555.324219 Penalty: 3066.314209
	Iteration 23Q: 3 clusters Score -45555.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45566.777344 Penalty: 3066.314209
	Iteration 24Q: 3 clusters Score -45566.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45569.089844 Penalty: 3066.314209
	Iteration 25Q: 3 clusters Score -45569.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45572.539062 Penalty: 3066.314209
	Iteration 26Q: 3 clusters Score -45572.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45578.562500 Penalty: 3066.314209
	Iteration 27Q: 3 clusters Score -45578.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45592.183594 Penalty: 3066.314209
	Iteration 28Q: 3 clusters Score -45592.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45603.328125 Penalty: 3066.314209
	Iteration 29Q: 3 clusters Score -45603.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45631.179688 Penalty: 3066.314209
	Iteration 30Q: 3 clusters Score -45631.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45660.347656 Penalty: 3066.314209
	Iteration 31Q: 3 clusters Score -45660.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45703.453125 Penalty: 3066.314209
	Iteration 32Q: 3 clusters Score -45703.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45762.699219 Penalty: 3066.314209
	Iteration 33Q: 3 clusters Score -45762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45829.812500 Penalty: 3066.314209
	Iteration 34Q: 3 clusters Score -45829.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45852.234375 Penalty: 3066.314209
	Iteration 35Q: 3 clusters Score -45852.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45852.234375 Penalty: 3066.314209
	Iteration 36F: 3 clusters Score -45852.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 48431 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24016 members 
Mstep: Class 9 contains 43724 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97340 members 
Mstep: Class 13 contains 49007 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23815 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32775 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343200 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 204 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12458 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16317 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16075 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 280 members 
Entering Unmasked Estep 
Score: -110921312.000000 Penalty: 161184.531250
Splitting cluster 35 changes total score from -110922760.000000 to -110921312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (31522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Entering Unmasked Estep 
Score: -3287758.750000 Penalty: 2568.893555
	Iteration 0F: 2 clusters Score -3287759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3266338.750000 Penalty: 5137.787109
	Iteration 0F: 3 clusters Score -3266339 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3274705.750000 Penalty: 5137.787109
	Iteration 1F: 3 clusters Score -3274706 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3275672.000000 Penalty: 5137.787109
	Iteration 2F: 3 clusters Score -3275672 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3276561.000000 Penalty: 5137.787109
	Iteration 3F: 3 clusters Score -3276561 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3277345.500000 Penalty: 5137.787109
	Iteration 4F: 3 clusters Score -3277346 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3278056.750000 Penalty: 5137.787109
	Iteration 5Q: 3 clusters Score -3278057 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3278819.250000 Penalty: 5137.787109
	Iteration 6Q: 3 clusters Score -3278819 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3279563.750000 Penalty: 5137.787109
	Iteration 7Q: 3 clusters Score -3279564 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3280323.250000 Penalty: 5137.787109
	Iteration 8Q: 3 clusters Score -3280323 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3281128.000000 Penalty: 5137.787109
	Iteration 9Q: 3 clusters Score -3281128 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3281860.500000 Penalty: 5137.787109
	Iteration 10Q: 3 clusters Score -3281860 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3282497.750000 Penalty: 5137.787109
	Iteration 11Q: 3 clusters Score -3282498 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3282996.750000 Penalty: 5137.787109
	Iteration 12Q: 3 clusters Score -3282997 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3283432.250000 Penalty: 5137.787109
	Iteration 13Q: 3 clusters Score -3283432 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3283811.250000 Penalty: 5137.787109
	Iteration 14Q: 3 clusters Score -3283811 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3284156.250000 Penalty: 5137.787109
	Iteration 15Q: 3 clusters Score -3284156 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3284478.250000 Penalty: 5137.787109
	Iteration 16Q: 3 clusters Score -3284478 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3284772.250000 Penalty: 5137.787109
	Iteration 17Q: 3 clusters Score -3284772 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3285029.500000 Penalty: 5137.787109
	Iteration 18Q: 3 clusters Score -3285030 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3285255.250000 Penalty: 5137.787109
	Iteration 19Q: 3 clusters Score -3285255 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3285407.750000 Penalty: 5137.787109
	Iteration 20F: 3 clusters Score -3285408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3285568.250000 Penalty: 5137.787109
	Iteration 21Q: 3 clusters Score -3285568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3285673.750000 Penalty: 5137.787109
	Iteration 22Q: 3 clusters Score -3285674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3285744.000000 Penalty: 5137.787109
	Iteration 23Q: 3 clusters Score -3285744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3285815.250000 Penalty: 5137.787109
	Iteration 24Q: 3 clusters Score -3285815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3285890.750000 Penalty: 5137.787109
	Iteration 25Q: 3 clusters Score -3285891 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3285956.500000 Penalty: 5137.787109
	Iteration 26Q: 3 clusters Score -3285956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3286021.000000 Penalty: 5137.787109
	Iteration 27Q: 3 clusters Score -3286021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3286080.000000 Penalty: 5137.787109
	Iteration 28Q: 3 clusters Score -3286080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3286143.750000 Penalty: 5137.787109
	Iteration 29Q: 3 clusters Score -3286144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3286208.500000 Penalty: 5137.787109
	Iteration 30Q: 3 clusters Score -3286208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3286245.750000 Penalty: 5137.787109
	Iteration 31Q: 3 clusters Score -3286246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3286263.500000 Penalty: 5137.787109
	Iteration 32Q: 3 clusters Score -3286264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3286280.250000 Penalty: 5137.787109
	Iteration 33Q: 3 clusters Score -3286280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3286293.750000 Penalty: 5137.787109
	Iteration 34Q: 3 clusters Score -3286294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3286294.500000 Penalty: 5137.787109
	Iteration 35Q: 3 clusters Score -3286294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3286306.750000 Penalty: 5137.787109
	Iteration 36Q: 3 clusters Score -3286307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3286305.250000 Penalty: 5137.787109
	Iteration 37Q: 3 clusters Score -3286305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3286308.750000 Penalty: 5137.787109
	Iteration 38Q: 3 clusters Score -3286309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3286310.500000 Penalty: 5137.787109
	Iteration 39Q: 3 clusters Score -3286310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3286311.500000 Penalty: 5137.787109
	Iteration 40F: 3 clusters Score -3286312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3286308.250000 Penalty: 5137.787109
	Iteration 41Q: 3 clusters Score -3286308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3286317.000000 Penalty: 5137.787109
	Iteration 42Q: 3 clusters Score -3286317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3286317.750000 Penalty: 5137.787109
	Iteration 43Q: 3 clusters Score -3286318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3286319.000000 Penalty: 5137.787109
	Iteration 44Q: 3 clusters Score -3286319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3286330.250000 Penalty: 5137.787109
	Iteration 45Q: 3 clusters Score -3286330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3286324.250000 Penalty: 5137.787109
	Iteration 46Q: 3 clusters Score -3286324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3286327.500000 Penalty: 5137.787109
	Iteration 47Q: 3 clusters Score -3286328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3286331.250000 Penalty: 5137.787109
	Iteration 48Q: 3 clusters Score -3286331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3286328.250000 Penalty: 5137.787109
	Iteration 49Q: 3 clusters Score -3286328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3286328.750000 Penalty: 5137.787109
	Iteration 50Q: 3 clusters Score -3286329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3286330.500000 Penalty: 5137.787109
	Iteration 51Q: 3 clusters Score -3286330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3286330.750000 Penalty: 5137.787109
	Iteration 52Q: 3 clusters Score -3286331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3286330.750000 Penalty: 5137.787109
	Iteration 53F: 3 clusters Score -3286331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -563063.062500 Penalty: 2113.599365
	Iteration 0F: 2 clusters Score -563063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -558525.125000 Penalty: 4227.198730
	Iteration 0F: 3 clusters Score -558525.1 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -559579.875000 Penalty: 4227.198730
	Iteration 1F: 3 clusters Score -559579.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -559780.812500 Penalty: 4227.198730
	Iteration 2F: 3 clusters Score -559780.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -559896.687500 Penalty: 4227.198730
	Iteration 3Q: 3 clusters Score -559896.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559970.187500 Penalty: 4227.198730
	Iteration 4Q: 3 clusters Score -559970.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -560026.812500 Penalty: 4227.198730
	Iteration 5Q: 3 clusters Score -560026.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -560069.625000 Penalty: 4227.198730
	Iteration 6Q: 3 clusters Score -560069.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -560111.875000 Penalty: 4227.198730
	Iteration 7Q: 3 clusters Score -560111.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -560149.187500 Penalty: 4227.198730
	Iteration 8Q: 3 clusters Score -560149.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -560188.125000 Penalty: 4227.198730
	Iteration 9Q: 3 clusters Score -560188.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -560221.562500 Penalty: 4227.198730
	Iteration 10Q: 3 clusters Score -560221.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -560252.687500 Penalty: 4227.198730
	Iteration 11Q: 3 clusters Score -560252.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -560282.125000 Penalty: 4227.198730
	Iteration 12Q: 3 clusters Score -560282.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -560322.937500 Penalty: 4227.198730
	Iteration 13Q: 3 clusters Score -560322.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -560364.562500 Penalty: 4227.198730
	Iteration 14Q: 3 clusters Score -560364.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -560402.437500 Penalty: 4227.198730
	Iteration 15Q: 3 clusters Score -560402.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -560429.500000 Penalty: 4227.198730
	Iteration 16Q: 3 clusters Score -560429.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -560457.062500 Penalty: 4227.198730
	Iteration 17Q: 3 clusters Score -560457.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -560489.250000 Penalty: 4227.198730
	Iteration 18Q: 3 clusters Score -560489.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -560513.312500 Penalty: 4227.198730
	Iteration 19Q: 3 clusters Score -560513.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -560534.187500 Penalty: 4227.198730
	Iteration 20F: 3 clusters Score -560534.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -560554.750000 Penalty: 4227.198730
	Iteration 21Q: 3 clusters Score -560554.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -560576.500000 Penalty: 4227.198730
	Iteration 22Q: 3 clusters Score -560576.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -560597.125000 Penalty: 4227.198730
	Iteration 23Q: 3 clusters Score -560597.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -560626.875000 Penalty: 4227.198730
	Iteration 24Q: 3 clusters Score -560626.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -560658.750000 Penalty: 4227.198730
	Iteration 25Q: 3 clusters Score -560658.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -560684.125000 Penalty: 4227.198730
	Iteration 26Q: 3 clusters Score -560684.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -560705.437500 Penalty: 4227.198730
	Iteration 27Q: 3 clusters Score -560705.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -560725.500000 Penalty: 4227.198730
	Iteration 28Q: 3 clusters Score -560725.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -560746.937500 Penalty: 4227.198730
	Iteration 29Q: 3 clusters Score -560746.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -560763.562500 Penalty: 4227.198730
	Iteration 30Q: 3 clusters Score -560763.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -560784.187500 Penalty: 4227.198730
	Iteration 31Q: 3 clusters Score -560784.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -560803.625000 Penalty: 4227.198730
	Iteration 32Q: 3 clusters Score -560803.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -560825.562500 Penalty: 4227.198730
	Iteration 33Q: 3 clusters Score -560825.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -560857.312500 Penalty: 4227.198730
	Iteration 34Q: 3 clusters Score -560857.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -560884.437500 Penalty: 4227.198730
	Iteration 35Q: 3 clusters Score -560884.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -560912.562500 Penalty: 4227.198730
	Iteration 36Q: 3 clusters Score -560912.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -560940.312500 Penalty: 4227.198730
	Iteration 37Q: 3 clusters Score -560940.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -560973.625000 Penalty: 4227.198730
	Iteration 38Q: 3 clusters Score -560973.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -561006.625000 Penalty: 4227.198730
	Iteration 39Q: 3 clusters Score -561006.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -561031.125000 Penalty: 4227.198730
	Iteration 40F: 3 clusters Score -561031.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -561050.687500 Penalty: 4227.198730
	Iteration 41Q: 3 clusters Score -561050.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -561064.187500 Penalty: 4227.198730
	Iteration 42Q: 3 clusters Score -561064.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -561077.125000 Penalty: 4227.198730
	Iteration 43Q: 3 clusters Score -561077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -561087.500000 Penalty: 4227.198730
	Iteration 44Q: 3 clusters Score -561087.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -561100.562500 Penalty: 4227.198730
	Iteration 45Q: 3 clusters Score -561100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -561111.625000 Penalty: 4227.198730
	Iteration 46Q: 3 clusters Score -561111.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -561123.062500 Penalty: 4227.198730
	Iteration 47Q: 3 clusters Score -561123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -561131.937500 Penalty: 4227.198730
	Iteration 48Q: 3 clusters Score -561131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -561135.062500 Penalty: 4227.198730
	Iteration 49Q: 3 clusters Score -561135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -561139.000000 Penalty: 4227.198730
	Iteration 50Q: 3 clusters Score -561139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -561139.937500 Penalty: 4227.198730
	Iteration 51Q: 3 clusters Score -561139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -561142.750000 Penalty: 4227.198730
	Iteration 52Q: 3 clusters Score -561142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -561142.812500 Penalty: 4227.198730
	Iteration 53Q: 3 clusters Score -561142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -561145.062500 Penalty: 4227.198730
	Iteration 54Q: 3 clusters Score -561145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -561145.062500 Penalty: 4227.198730
	Iteration 55F: 3 clusters Score -561145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34379.171875 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34379.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34498.488281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34498.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34528.804688 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34548.863281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34548.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34548.863281 Penalty: 2916.744385
	Iteration 4F: 3 clusters Score -34548.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1380285.625000 Penalty: 2338.669434
	Iteration 0F: 2 clusters Score -1380286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1371058.750000 Penalty: 4677.338867
	Iteration 0F: 3 clusters Score -1371059 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1373902.625000 Penalty: 4677.338867
	Iteration 1F: 3 clusters Score -1373903 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1374265.375000 Penalty: 4677.338867
	Iteration 2F: 3 clusters Score -1374265 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1374549.875000 Penalty: 4677.338867
	Iteration 3F: 3 clusters Score -1374550 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1374799.250000 Penalty: 4677.338867
	Iteration 4Q: 3 clusters Score -1374799 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1375054.375000 Penalty: 4677.338867
	Iteration 5Q: 3 clusters Score -1375054 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1375327.125000 Penalty: 4677.338867
	Iteration 6Q: 3 clusters Score -1375327 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1375593.750000 Penalty: 4677.338867
	Iteration 7Q: 3 clusters Score -1375594 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1375851.750000 Penalty: 4677.338867
	Iteration 8Q: 3 clusters Score -1375852 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1376105.750000 Penalty: 4677.338867
	Iteration 9Q: 3 clusters Score -1376106 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1376344.750000 Penalty: 4677.338867
	Iteration 10Q: 3 clusters Score -1376345 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1376623.250000 Penalty: 4677.338867
	Iteration 11Q: 3 clusters Score -1376623 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1376908.500000 Penalty: 4677.338867
	Iteration 12Q: 3 clusters Score -1376908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1377192.500000 Penalty: 4677.338867
	Iteration 13Q: 3 clusters Score -1377192 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1377448.000000 Penalty: 4677.338867
	Iteration 14Q: 3 clusters Score -1377448 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1377705.000000 Penalty: 4677.338867
	Iteration 15Q: 3 clusters Score -1377705 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1377910.250000 Penalty: 4677.338867
	Iteration 16Q: 3 clusters Score -1377910 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1378057.125000 Penalty: 4677.338867
	Iteration 17Q: 3 clusters Score -1378057 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1378182.250000 Penalty: 4677.338867
	Iteration 18Q: 3 clusters Score -1378182 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1378297.250000 Penalty: 4677.338867
	Iteration 19Q: 3 clusters Score -1378297 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1378404.000000 Penalty: 4677.338867
	Iteration 20F: 3 clusters Score -1378404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1378505.750000 Penalty: 4677.338867
	Iteration 21Q: 3 clusters Score -1378506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1378585.125000 Penalty: 4677.338867
	Iteration 22Q: 3 clusters Score -1378585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1378657.250000 Penalty: 4677.338867
	Iteration 23Q: 3 clusters Score -1378657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1378738.250000 Penalty: 4677.338867
	Iteration 24Q: 3 clusters Score -1378738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1378795.250000 Penalty: 4677.338867
	Iteration 25Q: 3 clusters Score -1378795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1378850.375000 Penalty: 4677.338867
	Iteration 26Q: 3 clusters Score -1378850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1378880.500000 Penalty: 4677.338867
	Iteration 27Q: 3 clusters Score -1378880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1378889.875000 Penalty: 4677.338867
	Iteration 28Q: 3 clusters Score -1378890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1378900.250000 Penalty: 4677.338867
	Iteration 29Q: 3 clusters Score -1378900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1378905.500000 Penalty: 4677.338867
	Iteration 30Q: 3 clusters Score -1378906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1378912.750000 Penalty: 4677.338867
	Iteration 31Q: 3 clusters Score -1378913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1378916.625000 Penalty: 4677.338867
	Iteration 32Q: 3 clusters Score -1378917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1378916.000000 Penalty: 4677.338867
	Iteration 33Q: 3 clusters Score -1378916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1378915.875000 Penalty: 4677.338867
	Iteration 34Q: 3 clusters Score -1378916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1378921.000000 Penalty: 4677.338867
	Iteration 35Q: 3 clusters Score -1378921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1378924.500000 Penalty: 4677.338867
	Iteration 36Q: 3 clusters Score -1378924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1378930.125000 Penalty: 4677.338867
	Iteration 37Q: 3 clusters Score -1378930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1378928.375000 Penalty: 4677.338867
	Iteration 38Q: 3 clusters Score -1378928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1378933.500000 Penalty: 4677.338867
	Iteration 39Q: 3 clusters Score -1378934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1378971.625000 Penalty: 4677.338867
	Iteration 40F: 3 clusters Score -1378972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1378998.500000 Penalty: 4677.338867
	Iteration 41Q: 3 clusters Score -1378998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1379009.875000 Penalty: 4677.338867
	Iteration 42Q: 3 clusters Score -1379010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1379015.875000 Penalty: 4677.338867
	Iteration 43Q: 3 clusters Score -1379016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1379016.875000 Penalty: 4677.338867
	Iteration 44Q: 3 clusters Score -1379017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1379017.875000 Penalty: 4677.338867
	Iteration 45Q: 3 clusters Score -1379018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1379022.625000 Penalty: 4677.338867
	Iteration 46Q: 3 clusters Score -1379023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1379022.625000 Penalty: 4677.338867
	Iteration 47Q: 3 clusters Score -1379023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1379023.500000 Penalty: 4677.338867
	Iteration 48Q: 3 clusters Score -1379024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1379024.125000 Penalty: 4677.338867
	Iteration 49Q: 3 clusters Score -1379024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1379025.875000 Penalty: 4677.338867
	Iteration 50Q: 3 clusters Score -1379026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1379025.625000 Penalty: 4677.338867
	Iteration 51Q: 3 clusters Score -1379026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1379026.500000 Penalty: 4677.338867
	Iteration 52Q: 3 clusters Score -1379026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1379027.125000 Penalty: 4677.338867
	Iteration 53Q: 3 clusters Score -1379027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1379028.250000 Penalty: 4677.338867
	Iteration 54Q: 3 clusters Score -1379028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1379029.250000 Penalty: 4677.338867
	Iteration 55Q: 3 clusters Score -1379029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1379028.500000 Penalty: 4677.338867
	Iteration 56Q: 3 clusters Score -1379028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1379029.500000 Penalty: 4677.338867
	Iteration 57Q: 3 clusters Score -1379030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1379031.875000 Penalty: 4677.338867
	Iteration 58Q: 3 clusters Score -1379032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1379033.500000 Penalty: 4677.338867
	Iteration 59Q: 3 clusters Score -1379034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1379033.625000 Penalty: 4677.338867
	Iteration 60F: 3 clusters Score -1379034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1379035.875000 Penalty: 4677.338867
	Iteration 61Q: 3 clusters Score -1379036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1379034.000000 Penalty: 4677.338867
	Iteration 62Q: 3 clusters Score -1379034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1379033.500000 Penalty: 4677.338867
	Iteration 63Q: 3 clusters Score -1379034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1379033.500000 Penalty: 4677.338867
	Iteration 64F: 3 clusters Score -1379034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -704943.625000 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -704943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -699607.125000 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -699607.1 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -700992.625000 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -700992.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -701208.437500 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -701208.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -701344.875000 Penalty: 4346.815430
	Iteration 3Q: 3 clusters Score -701344.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -701439.750000 Penalty: 4346.815430
	Iteration 4Q: 3 clusters Score -701439.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -701510.687500 Penalty: 4346.815430
	Iteration 5Q: 3 clusters Score -701510.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -701581.500000 Penalty: 4346.815430
	Iteration 6Q: 3 clusters Score -701581.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -701657.812500 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -701657.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -701745.812500 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -701745.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -701846.625000 Penalty: 4346.815430
	Iteration 9Q: 3 clusters Score -701846.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -701931.062500 Penalty: 4346.815430
	Iteration 10Q: 3 clusters Score -701931.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -702006.562500 Penalty: 4346.815430
	Iteration 11Q: 3 clusters Score -702006.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -702074.687500 Penalty: 4346.815430
	Iteration 12Q: 3 clusters Score -702074.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -702140.062500 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -702140.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -702206.250000 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -702206.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -702272.187500 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -702272.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -702339.312500 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -702339.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -702401.375000 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -702401.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -702462.437500 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -702462.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -702514.125000 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -702514.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -702563.187500 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -702563.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -702614.625000 Penalty: 4346.815430
	Iteration 21Q: 3 clusters Score -702614.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -702659.375000 Penalty: 4346.815430
	Iteration 22Q: 3 clusters Score -702659.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -702703.312500 Penalty: 4346.815430
	Iteration 23Q: 3 clusters Score -702703.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -702745.250000 Penalty: 4346.815430
	Iteration 24Q: 3 clusters Score -702745.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -702793.000000 Penalty: 4346.815430
	Iteration 25Q: 3 clusters Score -702793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -702846.437500 Penalty: 4346.815430
	Iteration 26Q: 3 clusters Score -702846.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -702904.062500 Penalty: 4346.815430
	Iteration 27Q: 3 clusters Score -702904.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -702982.750000 Penalty: 4346.815430
	Iteration 28Q: 3 clusters Score -702982.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -703089.875000 Penalty: 4346.815430
	Iteration 29Q: 3 clusters Score -703089.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -703227.562500 Penalty: 4346.815430
	Iteration 30Q: 3 clusters Score -703227.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -703387.062500 Penalty: 4346.815430
	Iteration 31Q: 3 clusters Score -703387.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -703618.375000 Penalty: 4346.815430
	Iteration 32Q: 3 clusters Score -703618.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -703993.937500 Penalty: 4346.815430
	Iteration 33Q: 3 clusters Score -703993.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -704241.187500 Penalty: 4346.815430
	Iteration 34Q: 3 clusters Score -704241.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -704391.125000 Penalty: 4346.815430
	Iteration 35Q: 3 clusters Score -704391.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -704487.250000 Penalty: 4346.815430
	Iteration 36Q: 3 clusters Score -704487.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -704542.250000 Penalty: 4346.815430
	Iteration 37Q: 3 clusters Score -704542.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -704565.312500 Penalty: 4346.815430
	Iteration 38Q: 3 clusters Score -704565.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -704576.125000 Penalty: 4346.815430
	Iteration 39Q: 3 clusters Score -704576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -704581.437500 Penalty: 4346.815430
	Iteration 40F: 3 clusters Score -704581.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -704585.437500 Penalty: 4346.815430
	Iteration 41Q: 3 clusters Score -704585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -704589.312500 Penalty: 4346.815430
	Iteration 42Q: 3 clusters Score -704589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -704589.500000 Penalty: 4346.815430
	Iteration 43Q: 3 clusters Score -704589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -704591.750000 Penalty: 4346.815430
	Iteration 44Q: 3 clusters Score -704591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -704593.062500 Penalty: 4346.815430
	Iteration 45Q: 3 clusters Score -704593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -704593.062500 Penalty: 4346.815430
	Iteration 46F: 3 clusters Score -704593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23922.146484 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23922.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24052.675781 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24052.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24074.029297 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24074.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24095.699219 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24095.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24120.849609 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24120.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24146.794922 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24146.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24188.087891 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24188.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24247.443359 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24247.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24266.226562 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24266.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24282.339844 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24282.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24299.855469 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24299.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24315.845703 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24315.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24325.488281 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24325.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24327.462891 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -24327.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24327.462891 Penalty: 2815.669922
	Iteration 14F: 3 clusters Score -24327.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Entering Unmasked Estep 
Score: -1882547.625000 Penalty: 2405.590820
	Iteration 0F: 2 clusters Score -1882548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1870852.250000 Penalty: 4811.181641
	Iteration 0F: 3 clusters Score -1870852 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1874688.625000 Penalty: 4811.181641
	Iteration 1F: 3 clusters Score -1874689 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1875043.750000 Penalty: 4811.181641
	Iteration 2F: 3 clusters Score -1875044 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1875293.125000 Penalty: 4811.181641
	Iteration 3Q: 3 clusters Score -1875293 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1875491.500000 Penalty: 4811.181641
	Iteration 4Q: 3 clusters Score -1875492 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1875657.000000 Penalty: 4811.181641
	Iteration 5Q: 3 clusters Score -1875657 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1875799.500000 Penalty: 4811.181641
	Iteration 6Q: 3 clusters Score -1875800 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1875926.625000 Penalty: 4811.181641
	Iteration 7Q: 3 clusters Score -1875927 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1876047.625000 Penalty: 4811.181641
	Iteration 8Q: 3 clusters Score -1876048 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1876179.125000 Penalty: 4811.181641
	Iteration 9Q: 3 clusters Score -1876179 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1876322.750000 Penalty: 4811.181641
	Iteration 10Q: 3 clusters Score -1876323 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1876478.625000 Penalty: 4811.181641
	Iteration 11Q: 3 clusters Score -1876479 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1876672.000000 Penalty: 4811.181641
	Iteration 12Q: 3 clusters Score -1876672 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1876946.250000 Penalty: 4811.181641
	Iteration 13Q: 3 clusters Score -1876946 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1877305.750000 Penalty: 4811.181641
	Iteration 14Q: 3 clusters Score -1877306 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1877778.750000 Penalty: 4811.181641
	Iteration 15Q: 3 clusters Score -1877779 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1878363.875000 Penalty: 4811.181641
	Iteration 16F: 3 clusters Score -1878364 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1878975.875000 Penalty: 4811.181641
	Iteration 17Q: 3 clusters Score -1878976 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1879556.000000 Penalty: 4811.181641
	Iteration 18Q: 3 clusters Score -1879556 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1879943.375000 Penalty: 4811.181641
	Iteration 19Q: 3 clusters Score -1879943 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1880233.500000 Penalty: 4811.181641
	Iteration 20F: 3 clusters Score -1880234 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1880366.750000 Penalty: 4811.181641
	Iteration 21Q: 3 clusters Score -1880367 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1880437.750000 Penalty: 4811.181641
	Iteration 22Q: 3 clusters Score -1880438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1880482.625000 Penalty: 4811.181641
	Iteration 23Q: 3 clusters Score -1880483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1880509.750000 Penalty: 4811.181641
	Iteration 24Q: 3 clusters Score -1880510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1880534.250000 Penalty: 4811.181641
	Iteration 25Q: 3 clusters Score -1880534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1880548.250000 Penalty: 4811.181641
	Iteration 26Q: 3 clusters Score -1880548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1880556.375000 Penalty: 4811.181641
	Iteration 27Q: 3 clusters Score -1880556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1880561.250000 Penalty: 4811.181641
	Iteration 28Q: 3 clusters Score -1880561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1880568.500000 Penalty: 4811.181641
	Iteration 29Q: 3 clusters Score -1880568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1880567.250000 Penalty: 4811.181641
	Iteration 30Q: 3 clusters Score -1880567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1880573.375000 Penalty: 4811.181641
	Iteration 31Q: 3 clusters Score -1880573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1880573.000000 Penalty: 4811.181641
	Iteration 32Q: 3 clusters Score -1880573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1880574.500000 Penalty: 4811.181641
	Iteration 33Q: 3 clusters Score -1880574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1880574.625000 Penalty: 4811.181641
	Iteration 34Q: 3 clusters Score -1880575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1880576.875000 Penalty: 4811.181641
	Iteration 35Q: 3 clusters Score -1880577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1880579.750000 Penalty: 4811.181641
	Iteration 36Q: 3 clusters Score -1880580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1880583.375000 Penalty: 4811.181641
	Iteration 37Q: 3 clusters Score -1880583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1880587.875000 Penalty: 4811.181641
	Iteration 38Q: 3 clusters Score -1880588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1880592.375000 Penalty: 4811.181641
	Iteration 39Q: 3 clusters Score -1880592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1880594.000000 Penalty: 4811.181641
	Iteration 40F: 3 clusters Score -1880594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1880597.375000 Penalty: 4811.181641
	Iteration 41Q: 3 clusters Score -1880597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1880596.375000 Penalty: 4811.181641
	Iteration 42Q: 3 clusters Score -1880596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1880598.375000 Penalty: 4811.181641
	Iteration 43Q: 3 clusters Score -1880598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1880604.875000 Penalty: 4811.181641
	Iteration 44Q: 3 clusters Score -1880605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1880604.250000 Penalty: 4811.181641
	Iteration 45Q: 3 clusters Score -1880604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1880605.250000 Penalty: 4811.181641
	Iteration 46Q: 3 clusters Score -1880605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1880605.250000 Penalty: 4811.181641
	Iteration 47F: 3 clusters Score -1880605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14503.204102 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14555.106445 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14555.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14559.052734 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14559.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14559.052734 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14559.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15273.082031 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15273.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14217.562500 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14217.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14241.228516 Penalty: 2561.733887
	Iteration 1Q: 3 clusters Score -14241.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14245.827148 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14245.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14253.069336 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -14253.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14268.166992 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -14268.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14268.166992 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -14268.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Entering Unmasked Estep 
Score: -1857274.000000 Penalty: 2401.885010
	Iteration 0F: 2 clusters Score -1857274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1845721.000000 Penalty: 4803.770020
	Iteration 0F: 3 clusters Score -1845721 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1849457.375000 Penalty: 4803.770020
	Iteration 1F: 3 clusters Score -1849457 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1849786.125000 Penalty: 4803.770020
	Iteration 2F: 3 clusters Score -1849786 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1850011.750000 Penalty: 4803.770020
	Iteration 3Q: 3 clusters Score -1850012 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1850186.625000 Penalty: 4803.770020
	Iteration 4Q: 3 clusters Score -1850187 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1850319.000000 Penalty: 4803.770020
	Iteration 5Q: 3 clusters Score -1850319 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1850431.750000 Penalty: 4803.770020
	Iteration 6Q: 3 clusters Score -1850432 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1850540.000000 Penalty: 4803.770020
	Iteration 7Q: 3 clusters Score -1850540 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1850665.000000 Penalty: 4803.770020
	Iteration 8Q: 3 clusters Score -1850665 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1850806.500000 Penalty: 4803.770020
	Iteration 9Q: 3 clusters Score -1850806 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1850958.250000 Penalty: 4803.770020
	Iteration 10Q: 3 clusters Score -1850958 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1851146.500000 Penalty: 4803.770020
	Iteration 11Q: 3 clusters Score -1851146 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1851373.250000 Penalty: 4803.770020
	Iteration 12Q: 3 clusters Score -1851373 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1851689.125000 Penalty: 4803.770020
	Iteration 13Q: 3 clusters Score -1851689 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1852089.250000 Penalty: 4803.770020
	Iteration 14Q: 3 clusters Score -1852089 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1852577.500000 Penalty: 4803.770020
	Iteration 15Q: 3 clusters Score -1852578 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1853104.375000 Penalty: 4803.770020
	Iteration 16Q: 3 clusters Score -1853104 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1853582.000000 Penalty: 4803.770020
	Iteration 17Q: 3 clusters Score -1853582 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1853965.875000 Penalty: 4803.770020
	Iteration 18Q: 3 clusters Score -1853966 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1854276.750000 Penalty: 4803.770020
	Iteration 19Q: 3 clusters Score -1854277 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1854550.125000 Penalty: 4803.770020
	Iteration 20F: 3 clusters Score -1854550 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1854733.625000 Penalty: 4803.770020
	Iteration 21Q: 3 clusters Score -1854734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1854836.125000 Penalty: 4803.770020
	Iteration 22Q: 3 clusters Score -1854836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1854922.750000 Penalty: 4803.770020
	Iteration 23Q: 3 clusters Score -1854923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1854990.875000 Penalty: 4803.770020
	Iteration 24Q: 3 clusters Score -1854991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1855027.250000 Penalty: 4803.770020
	Iteration 25Q: 3 clusters Score -1855027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1855070.625000 Penalty: 4803.770020
	Iteration 26Q: 3 clusters Score -1855071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1855091.500000 Penalty: 4803.770020
	Iteration 27Q: 3 clusters Score -1855092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1855108.125000 Penalty: 4803.770020
	Iteration 28Q: 3 clusters Score -1855108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1855127.250000 Penalty: 4803.770020
	Iteration 29Q: 3 clusters Score -1855127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1855139.125000 Penalty: 4803.770020
	Iteration 30Q: 3 clusters Score -1855139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1855146.625000 Penalty: 4803.770020
	Iteration 31Q: 3 clusters Score -1855147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1855149.375000 Penalty: 4803.770020
	Iteration 32Q: 3 clusters Score -1855149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1855154.500000 Penalty: 4803.770020
	Iteration 33Q: 3 clusters Score -1855154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1855153.875000 Penalty: 4803.770020
	Iteration 34Q: 3 clusters Score -1855154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1855155.125000 Penalty: 4803.770020
	Iteration 35Q: 3 clusters Score -1855155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1855155.500000 Penalty: 4803.770020
	Iteration 36Q: 3 clusters Score -1855156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1855155.500000 Penalty: 4803.770020
	Iteration 37F: 3 clusters Score -1855156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -50024.328125 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -50024.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48474.714844 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -48474.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48687.894531 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -48687.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48775.457031 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -48775.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48802.414062 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -48802.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48821.503906 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48836.195312 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48853.570312 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48853.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48862.800781 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48877.160156 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48877.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48888.714844 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48888.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48896.101562 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48900.464844 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -48900.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48901.906250 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -48901.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48901.906250 Penalty: 3109.471680
	Iteration 13F: 3 clusters Score -48901.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 48431 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24016 members 
Mstep: Class 9 contains 43724 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97340 members 
Mstep: Class 13 contains 49007 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23815 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32775 members 
Mstep: Class 26 contains 15586 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18726 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343200 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12458 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16317 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16075 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922888.000000 Penalty: 157755.078125
Iteration 359Q: 47 clusters Score -1.109229e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 48416 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 43735 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 97320 members 
Mstep: Class 13 contains 49012 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23821 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32774 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18723 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343208 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12457 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16321 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16086 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922800.000000 Penalty: 157755.078125
Iteration 360F: 47 clusters Score -1.109228e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 48405 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24012 members 
Mstep: Class 9 contains 43744 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97305 members 
Mstep: Class 13 contains 49016 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23823 members 
Mstep: Class 19 contains 8725 members 
Mstep: Class 20 contains 4482 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343214 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12456 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16322 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16098 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922864.000000 Penalty: 157755.078125
Iteration 361Q: 47 clusters Score -1.109229e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 48396 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 43749 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97283 members 
Mstep: Class 13 contains 49019 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23828 members 
Mstep: Class 19 contains 8730 members 
Mstep: Class 20 contains 4470 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343225 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31520 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12454 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16323 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922920.000000 Penalty: 157755.078125
Iteration 362Q: 47 clusters Score -1.109229e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 48384 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24012 members 
Mstep: Class 9 contains 43761 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97265 members 
Mstep: Class 13 contains 49024 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23836 members 
Mstep: Class 19 contains 8733 members 
Mstep: Class 20 contains 4462 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343214 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12453 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16325 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16124 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922920.000000 Penalty: 157755.078125
Iteration 363Q: 47 clusters Score -1.109229e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 48371 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 43767 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97252 members 
Mstep: Class 13 contains 49026 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23843 members 
Mstep: Class 19 contains 8734 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343208 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12453 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16330 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16133 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922960.000000 Penalty: 157755.078125
Iteration 364Q: 47 clusters Score -1.10923e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 48355 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 43767 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97238 members 
Mstep: Class 13 contains 49028 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23846 members 
Mstep: Class 19 contains 8735 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18723 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343224 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12453 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16332 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16143 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923016.000000 Penalty: 157755.078125
Iteration 365Q: 47 clusters Score -1.10923e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 48344 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24013 members 
Mstep: Class 9 contains 43768 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97220 members 
Mstep: Class 13 contains 49034 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23848 members 
Mstep: Class 19 contains 8735 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18721 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343230 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31528 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12453 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16334 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16156 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922928.000000 Penalty: 157755.078125
Iteration 366Q: 47 clusters Score -1.109229e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 48336 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 43772 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97206 members 
Mstep: Class 13 contains 49039 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23851 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 4441 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18719 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343235 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31527 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12452 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16336 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16165 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922920.000000 Penalty: 157755.078125
Iteration 367Q: 47 clusters Score -1.109229e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 48322 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24017 members 
Mstep: Class 9 contains 43774 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97194 members 
Mstep: Class 13 contains 49046 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 8742 members 
Mstep: Class 20 contains 4436 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18718 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343241 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12451 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16337 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16175 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922848.000000 Penalty: 157755.078125
Iteration 368Q: 47 clusters Score -1.109228e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 48302 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24017 members 
Mstep: Class 9 contains 43781 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97187 members 
Mstep: Class 13 contains 49052 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 4432 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32771 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343243 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31527 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12449 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16337 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16188 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922912.000000 Penalty: 157755.078125
Iteration 369Q: 47 clusters Score -1.109229e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 48276 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24016 members 
Mstep: Class 9 contains 43785 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97188 members 
Mstep: Class 13 contains 49060 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 8753 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343247 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16336 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16200 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922928.000000 Penalty: 157755.078125
Iteration 370Q: 47 clusters Score -1.109229e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24017 members 
Mstep: Class 9 contains 43792 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97182 members 
Mstep: Class 13 contains 49071 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343251 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16340 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16211 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922952.000000 Penalty: 157755.078125
Iteration 371Q: 47 clusters Score -1.10923e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 48218 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24020 members 
Mstep: Class 9 contains 43798 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97170 members 
Mstep: Class 13 contains 49076 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23855 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4425 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343268 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16341 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16219 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923096.000000 Penalty: 157755.078125
Iteration 372Q: 47 clusters Score -1.109231e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 48202 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24021 members 
Mstep: Class 9 contains 43804 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97156 members 
Mstep: Class 13 contains 49082 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23855 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343277 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16345 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16227 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923040.000000 Penalty: 157755.078125
Iteration 373Q: 47 clusters Score -1.10923e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 48191 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24022 members 
Mstep: Class 9 contains 43810 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97139 members 
Mstep: Class 13 contains 49084 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23856 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343288 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31527 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16349 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16236 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922976.000000 Penalty: 157755.078125
Iteration 374Q: 47 clusters Score -1.10923e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 48175 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24023 members 
Mstep: Class 9 contains 43811 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97128 members 
Mstep: Class 13 contains 49090 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23856 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343307 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31528 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16349 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16244 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923032.000000 Penalty: 157755.078125
Iteration 375Q: 47 clusters Score -1.10923e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 48165 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24024 members 
Mstep: Class 9 contains 43814 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97111 members 
Mstep: Class 13 contains 49095 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23857 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32770 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343316 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31529 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16351 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16257 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923080.000000 Penalty: 157755.078125
Iteration 376Q: 47 clusters Score -1.109231e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 48155 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24026 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97091 members 
Mstep: Class 13 contains 49099 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23861 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4382 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32769 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343325 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31531 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12447 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16352 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16267 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922928.000000 Penalty: 157755.078125
Iteration 377Q: 47 clusters Score -1.109229e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 48140 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24030 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97072 members 
Mstep: Class 13 contains 49106 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23870 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4372 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32769 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343323 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31532 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12446 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16354 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16276 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923008.000000 Penalty: 157755.078125
Iteration 378Q: 47 clusters Score -1.10923e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 48123 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 43837 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97052 members 
Mstep: Class 13 contains 49111 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23878 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32768 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343325 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31533 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12446 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16354 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16286 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923024.000000 Penalty: 157755.078125
Iteration 379Q: 47 clusters Score -1.10923e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 48111 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97036 members 
Mstep: Class 13 contains 49114 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23885 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32768 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343322 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31536 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16354 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16294 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923064.000000 Penalty: 157755.078125
Iteration 380F: 47 clusters Score -1.109231e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 48104 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 97019 members 
Mstep: Class 13 contains 49124 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23891 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32766 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343321 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31536 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16356 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16299 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923112.000000 Penalty: 157755.078125
Iteration 381Q: 47 clusters Score -1.109231e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 48098 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24034 members 
Mstep: Class 9 contains 43855 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96995 members 
Mstep: Class 13 contains 49137 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23894 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32766 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343323 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31539 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16357 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16307 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923112.000000 Penalty: 157755.078125
Iteration 382Q: 47 clusters Score -1.109231e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 48093 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24036 members 
Mstep: Class 9 contains 43861 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96968 members 
Mstep: Class 13 contains 49147 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23892 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32766 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108692 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343330 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31544 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16357 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16316 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923088.000000 Penalty: 157755.078125
Iteration 383Q: 47 clusters Score -1.109231e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 48083 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43866 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96941 members 
Mstep: Class 13 contains 49153 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23890 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32766 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343351 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16358 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16325 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923120.000000 Penalty: 157755.078125
Iteration 384Q: 47 clusters Score -1.109231e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 48071 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43869 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96924 members 
Mstep: Class 13 contains 49162 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32765 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108692 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343366 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31544 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16357 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16331 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923160.000000 Penalty: 157755.078125
Iteration 385Q: 47 clusters Score -1.109232e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 48061 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43873 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96914 members 
Mstep: Class 13 contains 49166 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108692 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343383 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31545 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16357 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16340 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923240.000000 Penalty: 157755.078125
Iteration 386Q: 47 clusters Score -1.109232e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 48048 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24036 members 
Mstep: Class 9 contains 43873 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96910 members 
Mstep: Class 13 contains 49170 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343394 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16357 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16351 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923208.000000 Penalty: 157755.078125
Iteration 387Q: 47 clusters Score -1.109232e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 48024 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24036 members 
Mstep: Class 9 contains 43873 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96900 members 
Mstep: Class 13 contains 49175 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18718 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343415 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31546 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16357 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16362 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923136.000000 Penalty: 157755.078125
Iteration 388Q: 47 clusters Score -1.109231e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 47996 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43877 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96878 members 
Mstep: Class 13 contains 49180 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32765 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18718 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343440 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31548 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16358 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16375 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923088.000000 Penalty: 157755.078125
Iteration 389Q: 47 clusters Score -1.109231e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 47978 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43878 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96866 members 
Mstep: Class 13 contains 49184 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23895 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4296 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108691 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343458 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31548 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16358 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16386 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923080.000000 Penalty: 157755.078125
Iteration 390Q: 47 clusters Score -1.109231e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 47958 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24034 members 
Mstep: Class 9 contains 43879 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96852 members 
Mstep: Class 13 contains 49191 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23898 members 
Mstep: Class 19 contains 8755 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343477 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31549 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16358 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16399 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923080.000000 Penalty: 157755.078125
Iteration 391Q: 47 clusters Score -1.109231e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 47944 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 43881 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96837 members 
Mstep: Class 13 contains 49197 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23902 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 4289 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15590 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343485 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31550 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16359 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16410 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923096.000000 Penalty: 157755.078125
Iteration 392Q: 47 clusters Score -1.109231e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 47932 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43885 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 96826 members 
Mstep: Class 13 contains 49200 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23907 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 4288 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343488 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31549 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16359 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16417 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923160.000000 Penalty: 157755.078125
Iteration 393Q: 47 clusters Score -1.109232e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47927 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 96817 members 
Mstep: Class 13 contains 49204 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23907 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343492 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31549 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16421 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923096.000000 Penalty: 157755.078125
Iteration 394Q: 47 clusters Score -1.109231e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47923 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24034 members 
Mstep: Class 9 contains 43890 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 96811 members 
Mstep: Class 13 contains 49207 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23909 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 4285 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108690 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343485 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31548 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16431 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923064.000000 Penalty: 157755.078125
Iteration 395Q: 47 clusters Score -1.109231e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 47920 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24034 members 
Mstep: Class 9 contains 43896 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96805 members 
Mstep: Class 13 contains 49212 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25225 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23911 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343470 members 
Mstep: Class 34 contains 3042 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31550 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16443 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923112.000000 Penalty: 157755.078125
Iteration 396Q: 47 clusters Score -1.109231e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 47910 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 43900 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96799 members 
Mstep: Class 13 contains 49217 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25225 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23915 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108689 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18719 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343464 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31549 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16358 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16456 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923088.000000 Penalty: 157755.078125
Iteration 397Q: 47 clusters Score -1.109231e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 47908 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 43903 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96794 members 
Mstep: Class 13 contains 49218 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25225 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23915 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18720 members 
Mstep: Class 32 contains 5940 members 
Mstep: Class 33 contains 343455 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31550 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16359 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16468 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923184.000000 Penalty: 157755.078125
Iteration 398Q: 47 clusters Score -1.109232e+08 nChanged 46
Entering ConstructFrom: 
Score: -110923184.000000 Penalty: 157755.078125
Entering ConstructFrom: 
Trying to split cluster 1 (19427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Entering Unmasked Estep 
Score: -2244081.500000 Penalty: 2448.855957
	Iteration 0F: 2 clusters Score -2244082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2230393.000000 Penalty: 4897.711914
	Iteration 0F: 3 clusters Score -2230393 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2234829.000000 Penalty: 4897.711914
	Iteration 1F: 3 clusters Score -2234829 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2235247.000000 Penalty: 4897.711914
	Iteration 2F: 3 clusters Score -2235247 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2235557.750000 Penalty: 4897.711914
	Iteration 3Q: 3 clusters Score -2235558 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2235792.500000 Penalty: 4897.711914
	Iteration 4Q: 3 clusters Score -2235792 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2235977.500000 Penalty: 4897.711914
	Iteration 5Q: 3 clusters Score -2235978 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2236132.500000 Penalty: 4897.711914
	Iteration 6Q: 3 clusters Score -2236132 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2236259.500000 Penalty: 4897.711914
	Iteration 7Q: 3 clusters Score -2236260 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2236388.500000 Penalty: 4897.711914
	Iteration 8Q: 3 clusters Score -2236388 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2236537.750000 Penalty: 4897.711914
	Iteration 9Q: 3 clusters Score -2236538 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2236683.500000 Penalty: 4897.711914
	Iteration 10Q: 3 clusters Score -2236684 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2236828.000000 Penalty: 4897.711914
	Iteration 11Q: 3 clusters Score -2236828 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2237020.250000 Penalty: 4897.711914
	Iteration 12Q: 3 clusters Score -2237020 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2237279.750000 Penalty: 4897.711914
	Iteration 13Q: 3 clusters Score -2237280 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2237608.500000 Penalty: 4897.711914
	Iteration 14Q: 3 clusters Score -2237608 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2238037.750000 Penalty: 4897.711914
	Iteration 15Q: 3 clusters Score -2238038 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2238580.250000 Penalty: 4897.711914
	Iteration 16Q: 3 clusters Score -2238580 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2239184.500000 Penalty: 4897.711914
	Iteration 17Q: 3 clusters Score -2239184 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2239597.500000 Penalty: 4897.711914
	Iteration 18Q: 3 clusters Score -2239598 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2239828.250000 Penalty: 4897.711914
	Iteration 19Q: 3 clusters Score -2239828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2239959.000000 Penalty: 4897.711914
	Iteration 20F: 3 clusters Score -2239959 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2240057.000000 Penalty: 4897.711914
	Iteration 21Q: 3 clusters Score -2240057 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2240139.750000 Penalty: 4897.711914
	Iteration 22Q: 3 clusters Score -2240140 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2240224.000000 Penalty: 4897.711914
	Iteration 23Q: 3 clusters Score -2240224 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2240288.500000 Penalty: 4897.711914
	Iteration 24Q: 3 clusters Score -2240288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2240345.250000 Penalty: 4897.711914
	Iteration 25Q: 3 clusters Score -2240345 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2240413.000000 Penalty: 4897.711914
	Iteration 26Q: 3 clusters Score -2240413 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2240477.750000 Penalty: 4897.711914
	Iteration 27Q: 3 clusters Score -2240478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2240533.500000 Penalty: 4897.711914
	Iteration 28Q: 3 clusters Score -2240534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2240595.250000 Penalty: 4897.711914
	Iteration 29Q: 3 clusters Score -2240595 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2240651.000000 Penalty: 4897.711914
	Iteration 30Q: 3 clusters Score -2240651 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2240712.000000 Penalty: 4897.711914
	Iteration 31Q: 3 clusters Score -2240712 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2240762.500000 Penalty: 4897.711914
	Iteration 32Q: 3 clusters Score -2240762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2240805.500000 Penalty: 4897.711914
	Iteration 33Q: 3 clusters Score -2240806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2240841.750000 Penalty: 4897.711914
	Iteration 34Q: 3 clusters Score -2240842 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2240877.250000 Penalty: 4897.711914
	Iteration 35Q: 3 clusters Score -2240877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2240901.500000 Penalty: 4897.711914
	Iteration 36Q: 3 clusters Score -2240902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2240933.750000 Penalty: 4897.711914
	Iteration 37Q: 3 clusters Score -2240934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2240970.750000 Penalty: 4897.711914
	Iteration 38Q: 3 clusters Score -2240971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2241002.000000 Penalty: 4897.711914
	Iteration 39Q: 3 clusters Score -2241002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2241034.750000 Penalty: 4897.711914
	Iteration 40F: 3 clusters Score -2241035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2241071.500000 Penalty: 4897.711914
	Iteration 41Q: 3 clusters Score -2241072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2241109.250000 Penalty: 4897.711914
	Iteration 42Q: 3 clusters Score -2241109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2241136.000000 Penalty: 4897.711914
	Iteration 43Q: 3 clusters Score -2241136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2241174.500000 Penalty: 4897.711914
	Iteration 44Q: 3 clusters Score -2241174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2241209.750000 Penalty: 4897.711914
	Iteration 45Q: 3 clusters Score -2241210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2241237.500000 Penalty: 4897.711914
	Iteration 46Q: 3 clusters Score -2241238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2241257.500000 Penalty: 4897.711914
	Iteration 47Q: 3 clusters Score -2241258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2241282.750000 Penalty: 4897.711914
	Iteration 48Q: 3 clusters Score -2241283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2241309.250000 Penalty: 4897.711914
	Iteration 49Q: 3 clusters Score -2241309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2241332.000000 Penalty: 4897.711914
	Iteration 50Q: 3 clusters Score -2241332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2241350.500000 Penalty: 4897.711914
	Iteration 51Q: 3 clusters Score -2241350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2241359.250000 Penalty: 4897.711914
	Iteration 52Q: 3 clusters Score -2241359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2241371.750000 Penalty: 4897.711914
	Iteration 53Q: 3 clusters Score -2241372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2241390.250000 Penalty: 4897.711914
	Iteration 54Q: 3 clusters Score -2241390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2241402.000000 Penalty: 4897.711914
	Iteration 55Q: 3 clusters Score -2241402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2241416.500000 Penalty: 4897.711914
	Iteration 56Q: 3 clusters Score -2241416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2241418.000000 Penalty: 4897.711914
	Iteration 57Q: 3 clusters Score -2241418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2241436.000000 Penalty: 4897.711914
	Iteration 58Q: 3 clusters Score -2241436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2241452.250000 Penalty: 4897.711914
	Iteration 59Q: 3 clusters Score -2241452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2241456.000000 Penalty: 4897.711914
	Iteration 60F: 3 clusters Score -2241456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2241461.000000 Penalty: 4897.711914
	Iteration 61Q: 3 clusters Score -2241461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2241473.000000 Penalty: 4897.711914
	Iteration 62Q: 3 clusters Score -2241473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2241478.250000 Penalty: 4897.711914
	Iteration 63Q: 3 clusters Score -2241478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2241486.250000 Penalty: 4897.711914
	Iteration 64Q: 3 clusters Score -2241486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2241492.250000 Penalty: 4897.711914
	Iteration 65Q: 3 clusters Score -2241492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2241493.000000 Penalty: 4897.711914
	Iteration 66Q: 3 clusters Score -2241493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2241495.000000 Penalty: 4897.711914
	Iteration 67Q: 3 clusters Score -2241495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2241501.000000 Penalty: 4897.711914
	Iteration 68Q: 3 clusters Score -2241501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2241504.750000 Penalty: 4897.711914
	Iteration 69Q: 3 clusters Score -2241505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2241506.000000 Penalty: 4897.711914
	Iteration 70Q: 3 clusters Score -2241506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2241507.000000 Penalty: 4897.711914
	Iteration 71Q: 3 clusters Score -2241507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2241511.500000 Penalty: 4897.711914
	Iteration 72Q: 3 clusters Score -2241512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2241509.750000 Penalty: 4897.711914
	Iteration 73Q: 3 clusters Score -2241510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2241513.500000 Penalty: 4897.711914
	Iteration 74Q: 3 clusters Score -2241514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2241519.000000 Penalty: 4897.711914
	Iteration 75Q: 3 clusters Score -2241519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2241522.750000 Penalty: 4897.711914
	Iteration 76Q: 3 clusters Score -2241523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2241524.000000 Penalty: 4897.711914
	Iteration 77Q: 3 clusters Score -2241524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2241525.000000 Penalty: 4897.711914
	Iteration 78Q: 3 clusters Score -2241525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2241526.750000 Penalty: 4897.711914
	Iteration 79Q: 3 clusters Score -2241527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2241531.000000 Penalty: 4897.711914
	Iteration 80F: 3 clusters Score -2241531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2241537.000000 Penalty: 4897.711914
	Iteration 81Q: 3 clusters Score -2241537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2241533.750000 Penalty: 4897.711914
	Iteration 82Q: 3 clusters Score -2241534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2241537.000000 Penalty: 4897.711914
	Iteration 83Q: 3 clusters Score -2241537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2241540.500000 Penalty: 4897.711914
	Iteration 84Q: 3 clusters Score -2241540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2241540.000000 Penalty: 4897.711914
	Iteration 85Q: 3 clusters Score -2241540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2241540.500000 Penalty: 4897.711914
	Iteration 86Q: 3 clusters Score -2241540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2241543.250000 Penalty: 4897.711914
	Iteration 87Q: 3 clusters Score -2241543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2241546.250000 Penalty: 4897.711914
	Iteration 88Q: 3 clusters Score -2241546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2241550.250000 Penalty: 4897.711914
	Iteration 89Q: 3 clusters Score -2241550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2241555.250000 Penalty: 4897.711914
	Iteration 90Q: 3 clusters Score -2241555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2241558.750000 Penalty: 4897.711914
	Iteration 91Q: 3 clusters Score -2241559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2241561.500000 Penalty: 4897.711914
	Iteration 92Q: 3 clusters Score -2241562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2241566.500000 Penalty: 4897.711914
	Iteration 93Q: 3 clusters Score -2241566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2241567.750000 Penalty: 4897.711914
	Iteration 94Q: 3 clusters Score -2241568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2241571.000000 Penalty: 4897.711914
	Iteration 95Q: 3 clusters Score -2241571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2241575.750000 Penalty: 4897.711914
	Iteration 96Q: 3 clusters Score -2241576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2241575.000000 Penalty: 4897.711914
	Iteration 97Q: 3 clusters Score -2241575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2241575.250000 Penalty: 4897.711914
	Iteration 98Q: 3 clusters Score -2241575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2241579.250000 Penalty: 4897.711914
	Iteration 99Q: 3 clusters Score -2241579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2241579.000000 Penalty: 4897.711914
	Iteration 100F: 3 clusters Score -2241579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2241587.000000 Penalty: 4897.711914
	Iteration 101Q: 3 clusters Score -2241587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2241589.250000 Penalty: 4897.711914
	Iteration 102Q: 3 clusters Score -2241589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2241596.500000 Penalty: 4897.711914
	Iteration 103Q: 3 clusters Score -2241596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2241594.000000 Penalty: 4897.711914
	Iteration 104Q: 3 clusters Score -2241594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2241602.500000 Penalty: 4897.711914
	Iteration 105Q: 3 clusters Score -2241602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2241605.750000 Penalty: 4897.711914
	Iteration 106Q: 3 clusters Score -2241606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2241603.250000 Penalty: 4897.711914
	Iteration 107Q: 3 clusters Score -2241603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2241607.750000 Penalty: 4897.711914
	Iteration 108Q: 3 clusters Score -2241608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2241607.750000 Penalty: 4897.711914
	Iteration 109Q: 3 clusters Score -2241608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2241609.500000 Penalty: 4897.711914
	Iteration 110Q: 3 clusters Score -2241610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2241610.500000 Penalty: 4897.711914
	Iteration 111Q: 3 clusters Score -2241610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2241608.500000 Penalty: 4897.711914
	Iteration 112Q: 3 clusters Score -2241608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2241607.750000 Penalty: 4897.711914
	Iteration 113Q: 3 clusters Score -2241608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2241607.250000 Penalty: 4897.711914
	Iteration 114Q: 3 clusters Score -2241607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2241609.750000 Penalty: 4897.711914
	Iteration 115Q: 3 clusters Score -2241610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2241608.250000 Penalty: 4897.711914
	Iteration 116Q: 3 clusters Score -2241608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2241608.250000 Penalty: 4897.711914
	Iteration 117F: 3 clusters Score -2241608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Entering Unmasked Estep 
Score: -5313648.500000 Penalty: 2672.674316
	Iteration 0F: 2 clusters Score -5313648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5281492.500000 Penalty: 5345.348633
	Iteration 0F: 3 clusters Score -5281492 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5293679.000000 Penalty: 5345.348633
	Iteration 1F: 3 clusters Score -5293679 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5294220.000000 Penalty: 5345.348633
	Iteration 2Q: 3 clusters Score -5294220 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5294806.500000 Penalty: 5345.348633
	Iteration 3Q: 3 clusters Score -5294806 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5295425.500000 Penalty: 5345.348633
	Iteration 4Q: 3 clusters Score -5295426 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5296179.500000 Penalty: 5345.348633
	Iteration 5Q: 3 clusters Score -5296180 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5297095.500000 Penalty: 5345.348633
	Iteration 6Q: 3 clusters Score -5297096 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -5298190.000000 Penalty: 5345.348633
	Iteration 7Q: 3 clusters Score -5298190 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5299579.500000 Penalty: 5345.348633
	Iteration 8Q: 3 clusters Score -5299580 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -5301301.500000 Penalty: 5345.348633
	Iteration 9F: 3 clusters Score -5301302 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -5303214.000000 Penalty: 5345.348633
	Iteration 10F: 3 clusters Score -5303214 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5305273.000000 Penalty: 5345.348633
	Iteration 11F: 3 clusters Score -5305273 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5307408.000000 Penalty: 5345.348633
	Iteration 12Q: 3 clusters Score -5307408 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5309077.000000 Penalty: 5345.348633
	Iteration 13Q: 3 clusters Score -5309077 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5310065.500000 Penalty: 5345.348633
	Iteration 14Q: 3 clusters Score -5310066 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5310602.500000 Penalty: 5345.348633
	Iteration 15Q: 3 clusters Score -5310602 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5310924.000000 Penalty: 5345.348633
	Iteration 16Q: 3 clusters Score -5310924 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -5311099.000000 Penalty: 5345.348633
	Iteration 17Q: 3 clusters Score -5311099 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5311222.000000 Penalty: 5345.348633
	Iteration 18Q: 3 clusters Score -5311222 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5311327.500000 Penalty: 5345.348633
	Iteration 19Q: 3 clusters Score -5311328 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -5311391.500000 Penalty: 5345.348633
	Iteration 20F: 3 clusters Score -5311392 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5311447.500000 Penalty: 5345.348633
	Iteration 21Q: 3 clusters Score -5311448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -5311479.500000 Penalty: 5345.348633
	Iteration 22Q: 3 clusters Score -5311480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5311515.500000 Penalty: 5345.348633
	Iteration 23Q: 3 clusters Score -5311516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -5311529.000000 Penalty: 5345.348633
	Iteration 24Q: 3 clusters Score -5311529 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5311554.000000 Penalty: 5345.348633
	Iteration 25Q: 3 clusters Score -5311554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5311567.500000 Penalty: 5345.348633
	Iteration 26Q: 3 clusters Score -5311568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -5311584.000000 Penalty: 5345.348633
	Iteration 27Q: 3 clusters Score -5311584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5311594.000000 Penalty: 5345.348633
	Iteration 28Q: 3 clusters Score -5311594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5311599.000000 Penalty: 5345.348633
	Iteration 29Q: 3 clusters Score -5311599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5311598.000000 Penalty: 5345.348633
	Iteration 30Q: 3 clusters Score -5311598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5311607.000000 Penalty: 5345.348633
	Iteration 31Q: 3 clusters Score -5311607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5311613.000000 Penalty: 5345.348633
	Iteration 32Q: 3 clusters Score -5311613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -5311621.000000 Penalty: 5345.348633
	Iteration 33Q: 3 clusters Score -5311621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5311633.500000 Penalty: 5345.348633
	Iteration 34Q: 3 clusters Score -5311634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5311634.500000 Penalty: 5345.348633
	Iteration 35Q: 3 clusters Score -5311634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5311633.500000 Penalty: 5345.348633
	Iteration 36Q: 3 clusters Score -5311634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5311635.000000 Penalty: 5345.348633
	Iteration 37Q: 3 clusters Score -5311635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5311643.500000 Penalty: 5345.348633
	Iteration 38Q: 3 clusters Score -5311644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5311645.000000 Penalty: 5345.348633
	Iteration 39Q: 3 clusters Score -5311645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -5311650.000000 Penalty: 5345.348633
	Iteration 40F: 3 clusters Score -5311650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -5311651.500000 Penalty: 5345.348633
	Iteration 41Q: 3 clusters Score -5311652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -5311659.000000 Penalty: 5345.348633
	Iteration 42Q: 3 clusters Score -5311659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5311658.000000 Penalty: 5345.348633
	Iteration 43Q: 3 clusters Score -5311658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5311648.000000 Penalty: 5345.348633
	Iteration 44Q: 3 clusters Score -5311648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5311651.500000 Penalty: 5345.348633
	Iteration 45Q: 3 clusters Score -5311652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5311661.000000 Penalty: 5345.348633
	Iteration 46Q: 3 clusters Score -5311661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5311658.500000 Penalty: 5345.348633
	Iteration 47Q: 3 clusters Score -5311658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5311659.000000 Penalty: 5345.348633
	Iteration 48Q: 3 clusters Score -5311659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5311665.500000 Penalty: 5345.348633
	Iteration 49Q: 3 clusters Score -5311666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5311663.500000 Penalty: 5345.348633
	Iteration 50Q: 3 clusters Score -5311664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5311665.000000 Penalty: 5345.348633
	Iteration 51Q: 3 clusters Score -5311665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -5311661.000000 Penalty: 5345.348633
	Iteration 52Q: 3 clusters Score -5311661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -5311666.500000 Penalty: 5345.348633
	Iteration 53Q: 3 clusters Score -5311666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5311666.000000 Penalty: 5345.348633
	Iteration 54Q: 3 clusters Score -5311666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5311668.000000 Penalty: 5345.348633
	Iteration 55Q: 3 clusters Score -5311668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -5311663.000000 Penalty: 5345.348633
	Iteration 56Q: 3 clusters Score -5311663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -5311667.500000 Penalty: 5345.348633
	Iteration 57Q: 3 clusters Score -5311668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5311666.000000 Penalty: 5345.348633
	Iteration 58Q: 3 clusters Score -5311666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -5311670.000000 Penalty: 5345.348633
	Iteration 59Q: 3 clusters Score -5311670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -5311665.000000 Penalty: 5345.348633
	Iteration 60F: 3 clusters Score -5311665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -37984.203125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -37984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36661.082031 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36661.08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37009.449219 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -37009.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37219.261719 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -37219.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37362.035156 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -37362.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37427.589844 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -37427.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37447.781250 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -37447.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37453.523438 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37453.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37453.523438 Penalty: 3022.410645
	Iteration 7F: 3 clusters Score -37453.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -230022.875000 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -230022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -227367.406250 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -227367.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -227905.500000 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -227905.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -228036.937500 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -228036.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -228105.828125 Penalty: 3799.183105
	Iteration 3Q: 3 clusters Score -228105.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -228152.046875 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -228152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -228178.375000 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -228178.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -228195.875000 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -228195.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -228213.984375 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -228214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -228223.875000 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -228223.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -228238.937500 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -228238.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228256.406250 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -228256.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -228267.187500 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -228267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -228275.140625 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -228275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -228280.859375 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -228280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -228282.828125 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -228282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228283.812500 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -228283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -228284.484375 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -228284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -228286.062500 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -228286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -228287.234375 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -228287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -228294.375000 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -228294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -228300.078125 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -228300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -228310.281250 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -228310.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228326.031250 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -228326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228349.875000 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -228349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228366.031250 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -228366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228381.515625 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -228381.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -228393.031250 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -228393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -228399.640625 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -228399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228403.671875 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -228403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -228407.218750 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -228407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -228410.203125 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -228410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -228412.703125 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -228412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -228419.640625 Penalty: 3799.183105
	Iteration 32Q: 3 clusters Score -228419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -228429.031250 Penalty: 3799.183105
	Iteration 33Q: 3 clusters Score -228429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -228434.593750 Penalty: 3799.183105
	Iteration 34Q: 3 clusters Score -228434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -228437.296875 Penalty: 3799.183105
	Iteration 35Q: 3 clusters Score -228437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -228437.984375 Penalty: 3799.183105
	Iteration 36Q: 3 clusters Score -228438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -228441.125000 Penalty: 3799.183105
	Iteration 37Q: 3 clusters Score -228441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -228444.000000 Penalty: 3799.183105
	Iteration 38Q: 3 clusters Score -228444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -228446.625000 Penalty: 3799.183105
	Iteration 39Q: 3 clusters Score -228446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -228450.015625 Penalty: 3799.183105
	Iteration 40F: 3 clusters Score -228450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -228452.593750 Penalty: 3799.183105
	Iteration 41Q: 3 clusters Score -228452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -228455.531250 Penalty: 3799.183105
	Iteration 42Q: 3 clusters Score -228455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -228458.343750 Penalty: 3799.183105
	Iteration 43Q: 3 clusters Score -228458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -228462.078125 Penalty: 3799.183105
	Iteration 44Q: 3 clusters Score -228462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -228466.671875 Penalty: 3799.183105
	Iteration 45Q: 3 clusters Score -228466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -228468.203125 Penalty: 3799.183105
	Iteration 46Q: 3 clusters Score -228468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228469.843750 Penalty: 3799.183105
	Iteration 47Q: 3 clusters Score -228469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228472.859375 Penalty: 3799.183105
	Iteration 48Q: 3 clusters Score -228472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -228475.718750 Penalty: 3799.183105
	Iteration 49Q: 3 clusters Score -228475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -228478.203125 Penalty: 3799.183105
	Iteration 50Q: 3 clusters Score -228478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -228480.250000 Penalty: 3799.183105
	Iteration 51Q: 3 clusters Score -228480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -228483.781250 Penalty: 3799.183105
	Iteration 52Q: 3 clusters Score -228483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -228488.921875 Penalty: 3799.183105
	Iteration 53Q: 3 clusters Score -228488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -228494.000000 Penalty: 3799.183105
	Iteration 54Q: 3 clusters Score -228494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -228501.218750 Penalty: 3799.183105
	Iteration 55Q: 3 clusters Score -228501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -228512.906250 Penalty: 3799.183105
	Iteration 56Q: 3 clusters Score -228512.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -228522.578125 Penalty: 3799.183105
	Iteration 57Q: 3 clusters Score -228522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -228533.328125 Penalty: 3799.183105
	Iteration 58Q: 3 clusters Score -228533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -228548.578125 Penalty: 3799.183105
	Iteration 59Q: 3 clusters Score -228548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -228570.703125 Penalty: 3799.183105
	Iteration 60F: 3 clusters Score -228570.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -228597.109375 Penalty: 3799.183105
	Iteration 61Q: 3 clusters Score -228597.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -228621.703125 Penalty: 3799.183105
	Iteration 62Q: 3 clusters Score -228621.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -228651.953125 Penalty: 3799.183105
	Iteration 63Q: 3 clusters Score -228652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -228679.718750 Penalty: 3799.183105
	Iteration 64Q: 3 clusters Score -228679.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -228694.078125 Penalty: 3799.183105
	Iteration 65Q: 3 clusters Score -228694.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -228716.375000 Penalty: 3799.183105
	Iteration 66Q: 3 clusters Score -228716.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228733.015625 Penalty: 3799.183105
	Iteration 67Q: 3 clusters Score -228733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228749.265625 Penalty: 3799.183105
	Iteration 68Q: 3 clusters Score -228749.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -228763.312500 Penalty: 3799.183105
	Iteration 69Q: 3 clusters Score -228763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -228770.390625 Penalty: 3799.183105
	Iteration 70Q: 3 clusters Score -228770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -228777.796875 Penalty: 3799.183105
	Iteration 71Q: 3 clusters Score -228777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228782.343750 Penalty: 3799.183105
	Iteration 72Q: 3 clusters Score -228782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -228784.093750 Penalty: 3799.183105
	Iteration 73Q: 3 clusters Score -228784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -228785.906250 Penalty: 3799.183105
	Iteration 74Q: 3 clusters Score -228785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228787.531250 Penalty: 3799.183105
	Iteration 75Q: 3 clusters Score -228787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228790.093750 Penalty: 3799.183105
	Iteration 76Q: 3 clusters Score -228790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -228792.265625 Penalty: 3799.183105
	Iteration 77Q: 3 clusters Score -228792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -228793.703125 Penalty: 3799.183105
	Iteration 78Q: 3 clusters Score -228793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228794.500000 Penalty: 3799.183105
	Iteration 79Q: 3 clusters Score -228794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -228795.671875 Penalty: 3799.183105
	Iteration 80F: 3 clusters Score -228795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228798.500000 Penalty: 3799.183105
	Iteration 81Q: 3 clusters Score -228798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228799.156250 Penalty: 3799.183105
	Iteration 82Q: 3 clusters Score -228799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228799.468750 Penalty: 3799.183105
	Iteration 83Q: 3 clusters Score -228799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228799.468750 Penalty: 3799.183105
	Iteration 84F: 3 clusters Score -228799.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -750261.687500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -750261.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -744648.312500 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -744648.3 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -746103.687500 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -746103.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -746374.625000 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -746374.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -746521.312500 Penalty: 4371.981445
	Iteration 3Q: 3 clusters Score -746521.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -746622.812500 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -746622.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -746698.375000 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -746698.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -746756.937500 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -746756.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -746807.812500 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -746807.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -746848.125000 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -746848.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -746885.500000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -746885.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -746923.062500 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -746923.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -746978.437500 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -746978.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -747049.625000 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -747049.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -747133.500000 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -747133.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -747231.937500 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -747231.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -747337.312500 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -747337.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -747453.250000 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -747453.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -747574.937500 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -747574.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -747695.125000 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -747695.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -747829.750000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -747829.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -747931.312500 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -747931.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -748004.875000 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -748004.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -748073.687500 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -748073.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -748123.000000 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -748123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -748155.812500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -748155.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -748193.687500 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -748193.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -748217.250000 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -748217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -748232.937500 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -748232.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -748246.750000 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -748246.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -748256.875000 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -748256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -748263.625000 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -748263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -748274.312500 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -748274.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -748279.812500 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -748279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -748285.875000 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -748285.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -748293.812500 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -748293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -748300.125000 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -748300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -748302.375000 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -748302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -748304.000000 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -748304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -748309.812500 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -748309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -748312.875000 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -748312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -748318.125000 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -748318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -748323.625000 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -748323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -748332.187500 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -748332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -748335.437500 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -748335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -748337.375000 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -748337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -748340.000000 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -748340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -748341.125000 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -748341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -748341.625000 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -748341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -748343.875000 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -748343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -748344.875000 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -748344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -748346.437500 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -748346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -748348.000000 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -748348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -748348.125000 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -748348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -748349.312500 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -748349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -748349.312500 Penalty: 4371.981445
	Iteration 54F: 3 clusters Score -748349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -412099.000000 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -412099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -408337.812500 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -408337.8 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -409168.531250 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -409168.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -409399.718750 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -409399.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -409581.218750 Penalty: 4084.344238
	Iteration 3F: 3 clusters Score -409581.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -409812.687500 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -409812.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -410105.781250 Penalty: 4084.344238
	Iteration 5F: 3 clusters Score -410105.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -410418.562500 Penalty: 4084.344238
	Iteration 6F: 3 clusters Score -410418.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -410711.906250 Penalty: 4084.344238
	Iteration 7F: 3 clusters Score -410711.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -410975.437500 Penalty: 4084.344238
	Iteration 8F: 3 clusters Score -410975.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -411171.156250 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -411171.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -411292.437500 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -411292.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -411348.406250 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -411348.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -411379.843750 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -411379.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -411408.750000 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -411408.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -411427.125000 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -411427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -411435.687500 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -411435.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -411440.750000 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -411440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -411447.062500 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -411447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411453.031250 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -411453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -411457.218750 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -411457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -411463.093750 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -411463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -411469.250000 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -411469.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -411478.406250 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -411478.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -411488.656250 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -411488.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -411510.281250 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -411510.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -411543.562500 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -411543.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -411587.218750 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -411587.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -411619.843750 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -411619.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -411638.937500 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -411638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -411660.093750 Penalty: 4084.344238
	Iteration 29Q: 3 clusters Score -411660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -411680.312500 Penalty: 4084.344238
	Iteration 30Q: 3 clusters Score -411680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -411701.812500 Penalty: 4084.344238
	Iteration 31Q: 3 clusters Score -411701.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -411717.000000 Penalty: 4084.344238
	Iteration 32Q: 3 clusters Score -411717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -411730.750000 Penalty: 4084.344238
	Iteration 33Q: 3 clusters Score -411730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -411736.031250 Penalty: 4084.344238
	Iteration 34Q: 3 clusters Score -411736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -411740.343750 Penalty: 4084.344238
	Iteration 35Q: 3 clusters Score -411740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -411743.531250 Penalty: 4084.344238
	Iteration 36Q: 3 clusters Score -411743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -411750.750000 Penalty: 4084.344238
	Iteration 37Q: 3 clusters Score -411750.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -411764.781250 Penalty: 4084.344238
	Iteration 38Q: 3 clusters Score -411764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -411772.062500 Penalty: 4084.344238
	Iteration 39Q: 3 clusters Score -411772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -411777.093750 Penalty: 4084.344238
	Iteration 40F: 3 clusters Score -411777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -411779.437500 Penalty: 4084.344238
	Iteration 41Q: 3 clusters Score -411779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -411782.093750 Penalty: 4084.344238
	Iteration 42Q: 3 clusters Score -411782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -411782.937500 Penalty: 4084.344238
	Iteration 43Q: 3 clusters Score -411782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -411782.937500 Penalty: 4084.344238
	Iteration 44F: 3 clusters Score -411782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -430149.156250 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -430149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -426350.187500 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -426350.2 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -427163.062500 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -427163.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -427331.843750 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -427331.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -427429.718750 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -427429.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -427505.312500 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -427505.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -427561.125000 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -427561.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -427601.593750 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -427601.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -427630.281250 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -427630.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -427654.968750 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -427655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -427674.562500 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -427674.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -427686.500000 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -427686.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -427698.000000 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -427698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -427711.562500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -427711.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -427730.437500 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -427730.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -427747.968750 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -427748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -427760.906250 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -427760.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -427771.906250 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -427771.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -427785.312500 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -427785.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -427793.468750 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -427793.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -427805.093750 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -427805.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -427821.750000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -427821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -427831.343750 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -427831.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -427839.031250 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -427839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -427846.312500 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -427846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -427854.281250 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -427854.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -427859.562500 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -427859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -427861.062500 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -427861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -427863.625000 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -427863.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -427869.750000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -427869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -427874.968750 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -427875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -427881.437500 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -427881.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -427887.437500 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -427887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -427891.968750 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -427892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -427895.187500 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -427895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -427897.125000 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -427897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -427900.750000 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -427900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -427905.187500 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -427905.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -427908.437500 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -427908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -427914.500000 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -427914.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427923.375000 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -427923.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -427935.031250 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -427935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -427946.843750 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -427946.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -427954.125000 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -427954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -427958.781250 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -427958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -427961.718750 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -427961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -427963.000000 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -427963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -427965.343750 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -427965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -427968.156250 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -427968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -427968.968750 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -427969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427970.843750 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -427970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -427973.812500 Penalty: 4094.117188
	Iteration 50Q: 3 clusters Score -427973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -427975.718750 Penalty: 4094.117188
	Iteration 51Q: 3 clusters Score -427975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -427977.281250 Penalty: 4094.117188
	Iteration 52Q: 3 clusters Score -427977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -427981.031250 Penalty: 4094.117188
	Iteration 53Q: 3 clusters Score -427981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -427984.062500 Penalty: 4094.117188
	Iteration 54Q: 3 clusters Score -427984.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -427988.656250 Penalty: 4094.117188
	Iteration 55Q: 3 clusters Score -427988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -427991.437500 Penalty: 4094.117188
	Iteration 56Q: 3 clusters Score -427991.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -427996.656250 Penalty: 4094.117188
	Iteration 57Q: 3 clusters Score -427996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -428001.000000 Penalty: 4094.117188
	Iteration 58Q: 3 clusters Score -428001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -428006.218750 Penalty: 4094.117188
	Iteration 59Q: 3 clusters Score -428006.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -428012.843750 Penalty: 4094.117188
	Iteration 60F: 3 clusters Score -428012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -428017.593750 Penalty: 4094.117188
	Iteration 61Q: 3 clusters Score -428017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -428024.250000 Penalty: 4094.117188
	Iteration 62Q: 3 clusters Score -428024.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -428033.750000 Penalty: 4094.117188
	Iteration 63Q: 3 clusters Score -428033.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -428049.156250 Penalty: 4094.117188
	Iteration 64Q: 3 clusters Score -428049.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -428061.531250 Penalty: 4094.117188
	Iteration 65Q: 3 clusters Score -428061.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -428075.531250 Penalty: 4094.117188
	Iteration 66Q: 3 clusters Score -428075.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -428091.437500 Penalty: 4094.117188
	Iteration 67Q: 3 clusters Score -428091.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -428110.125000 Penalty: 4094.117188
	Iteration 68Q: 3 clusters Score -428110.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -428126.375000 Penalty: 4094.117188
	Iteration 69Q: 3 clusters Score -428126.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -428135.781250 Penalty: 4094.117188
	Iteration 70Q: 3 clusters Score -428135.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -428144.781250 Penalty: 4094.117188
	Iteration 71Q: 3 clusters Score -428144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -428148.843750 Penalty: 4094.117188
	Iteration 72Q: 3 clusters Score -428148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -428151.125000 Penalty: 4094.117188
	Iteration 73Q: 3 clusters Score -428151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -428155.343750 Penalty: 4094.117188
	Iteration 74Q: 3 clusters Score -428155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -428156.875000 Penalty: 4094.117188
	Iteration 75Q: 3 clusters Score -428156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -428158.125000 Penalty: 4094.117188
	Iteration 76Q: 3 clusters Score -428158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -428162.750000 Penalty: 4094.117188
	Iteration 77Q: 3 clusters Score -428162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -428164.781250 Penalty: 4094.117188
	Iteration 78Q: 3 clusters Score -428164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -428166.218750 Penalty: 4094.117188
	Iteration 79Q: 3 clusters Score -428166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -428169.218750 Penalty: 4094.117188
	Iteration 80F: 3 clusters Score -428169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -428170.906250 Penalty: 4094.117188
	Iteration 81Q: 3 clusters Score -428170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -428173.125000 Penalty: 4094.117188
	Iteration 82Q: 3 clusters Score -428173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -428174.312500 Penalty: 4094.117188
	Iteration 83Q: 3 clusters Score -428174.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -428177.843750 Penalty: 4094.117188
	Iteration 84Q: 3 clusters Score -428177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -428178.875000 Penalty: 4094.117188
	Iteration 85Q: 3 clusters Score -428178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -428178.718750 Penalty: 4094.117188
	Iteration 86Q: 3 clusters Score -428178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -428178.718750 Penalty: 4094.117188
	Iteration 87F: 3 clusters Score -428178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Entering Unmasked Estep 
Score: -2771081.000000 Penalty: 2501.611328
	Iteration 0F: 2 clusters Score -2771081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2754272.000000 Penalty: 5003.222656
	Iteration 0F: 3 clusters Score -2754272 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2759985.750000 Penalty: 5003.222656
	Iteration 1F: 3 clusters Score -2759986 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2760348.750000 Penalty: 5003.222656
	Iteration 2Q: 3 clusters Score -2760349 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2760636.750000 Penalty: 5003.222656
	Iteration 3Q: 3 clusters Score -2760637 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2760874.000000 Penalty: 5003.222656
	Iteration 4Q: 3 clusters Score -2760874 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2761110.750000 Penalty: 5003.222656
	Iteration 5Q: 3 clusters Score -2761111 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2761348.750000 Penalty: 5003.222656
	Iteration 6Q: 3 clusters Score -2761349 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2761640.250000 Penalty: 5003.222656
	Iteration 7Q: 3 clusters Score -2761640 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2761991.250000 Penalty: 5003.222656
	Iteration 8Q: 3 clusters Score -2761991 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2762448.750000 Penalty: 5003.222656
	Iteration 9Q: 3 clusters Score -2762449 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2763011.500000 Penalty: 5003.222656
	Iteration 10Q: 3 clusters Score -2763012 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2763762.250000 Penalty: 5003.222656
	Iteration 11Q: 3 clusters Score -2763762 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2764665.000000 Penalty: 5003.222656
	Iteration 12F: 3 clusters Score -2764665 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2765703.250000 Penalty: 5003.222656
	Iteration 13F: 3 clusters Score -2765703 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2766516.250000 Penalty: 5003.222656
	Iteration 14Q: 3 clusters Score -2766516 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2767000.500000 Penalty: 5003.222656
	Iteration 15Q: 3 clusters Score -2767000 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2767303.750000 Penalty: 5003.222656
	Iteration 16Q: 3 clusters Score -2767304 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2767523.500000 Penalty: 5003.222656
	Iteration 17Q: 3 clusters Score -2767524 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2767705.000000 Penalty: 5003.222656
	Iteration 18Q: 3 clusters Score -2767705 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2767837.750000 Penalty: 5003.222656
	Iteration 19Q: 3 clusters Score -2767838 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2767944.000000 Penalty: 5003.222656
	Iteration 20F: 3 clusters Score -2767944 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2768027.750000 Penalty: 5003.222656
	Iteration 21Q: 3 clusters Score -2768028 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2768088.250000 Penalty: 5003.222656
	Iteration 22Q: 3 clusters Score -2768088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2768163.500000 Penalty: 5003.222656
	Iteration 23Q: 3 clusters Score -2768164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2768238.500000 Penalty: 5003.222656
	Iteration 24Q: 3 clusters Score -2768238 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2768297.250000 Penalty: 5003.222656
	Iteration 25Q: 3 clusters Score -2768297 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2768361.000000 Penalty: 5003.222656
	Iteration 26Q: 3 clusters Score -2768361 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2768408.500000 Penalty: 5003.222656
	Iteration 27Q: 3 clusters Score -2768408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2768459.000000 Penalty: 5003.222656
	Iteration 28Q: 3 clusters Score -2768459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2768512.500000 Penalty: 5003.222656
	Iteration 29Q: 3 clusters Score -2768512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2768560.000000 Penalty: 5003.222656
	Iteration 30Q: 3 clusters Score -2768560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2768579.250000 Penalty: 5003.222656
	Iteration 31Q: 3 clusters Score -2768579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2768612.250000 Penalty: 5003.222656
	Iteration 32Q: 3 clusters Score -2768612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2768646.500000 Penalty: 5003.222656
	Iteration 33Q: 3 clusters Score -2768646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2768674.750000 Penalty: 5003.222656
	Iteration 34Q: 3 clusters Score -2768675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2768702.500000 Penalty: 5003.222656
	Iteration 35Q: 3 clusters Score -2768702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2768732.250000 Penalty: 5003.222656
	Iteration 36Q: 3 clusters Score -2768732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2768753.250000 Penalty: 5003.222656
	Iteration 37Q: 3 clusters Score -2768753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2768764.000000 Penalty: 5003.222656
	Iteration 38Q: 3 clusters Score -2768764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2768782.250000 Penalty: 5003.222656
	Iteration 39Q: 3 clusters Score -2768782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2768793.000000 Penalty: 5003.222656
	Iteration 40F: 3 clusters Score -2768793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2768811.500000 Penalty: 5003.222656
	Iteration 41Q: 3 clusters Score -2768812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2768819.250000 Penalty: 5003.222656
	Iteration 42Q: 3 clusters Score -2768819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2768830.250000 Penalty: 5003.222656
	Iteration 43Q: 3 clusters Score -2768830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2768833.000000 Penalty: 5003.222656
	Iteration 44Q: 3 clusters Score -2768833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2768835.250000 Penalty: 5003.222656
	Iteration 45Q: 3 clusters Score -2768835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2768840.000000 Penalty: 5003.222656
	Iteration 46Q: 3 clusters Score -2768840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2768847.500000 Penalty: 5003.222656
	Iteration 47Q: 3 clusters Score -2768848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2768845.500000 Penalty: 5003.222656
	Iteration 48Q: 3 clusters Score -2768846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2768851.250000 Penalty: 5003.222656
	Iteration 49Q: 3 clusters Score -2768851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2768854.500000 Penalty: 5003.222656
	Iteration 50Q: 3 clusters Score -2768854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2768855.750000 Penalty: 5003.222656
	Iteration 51Q: 3 clusters Score -2768856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2768854.250000 Penalty: 5003.222656
	Iteration 52Q: 3 clusters Score -2768854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2768860.750000 Penalty: 5003.222656
	Iteration 53Q: 3 clusters Score -2768861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2768862.750000 Penalty: 5003.222656
	Iteration 54Q: 3 clusters Score -2768863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2768860.250000 Penalty: 5003.222656
	Iteration 55Q: 3 clusters Score -2768860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2768869.750000 Penalty: 5003.222656
	Iteration 56Q: 3 clusters Score -2768870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2768869.250000 Penalty: 5003.222656
	Iteration 57Q: 3 clusters Score -2768869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2768868.500000 Penalty: 5003.222656
	Iteration 58Q: 3 clusters Score -2768868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2768872.500000 Penalty: 5003.222656
	Iteration 59Q: 3 clusters Score -2768872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2768873.000000 Penalty: 5003.222656
	Iteration 60F: 3 clusters Score -2768873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2768879.000000 Penalty: 5003.222656
	Iteration 61Q: 3 clusters Score -2768879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2768883.250000 Penalty: 5003.222656
	Iteration 62Q: 3 clusters Score -2768883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2768888.750000 Penalty: 5003.222656
	Iteration 63Q: 3 clusters Score -2768889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2768892.000000 Penalty: 5003.222656
	Iteration 64Q: 3 clusters Score -2768892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2768893.500000 Penalty: 5003.222656
	Iteration 65Q: 3 clusters Score -2768894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2768899.750000 Penalty: 5003.222656
	Iteration 66Q: 3 clusters Score -2768900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2768903.750000 Penalty: 5003.222656
	Iteration 67Q: 3 clusters Score -2768904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2768906.250000 Penalty: 5003.222656
	Iteration 68Q: 3 clusters Score -2768906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2768912.250000 Penalty: 5003.222656
	Iteration 69Q: 3 clusters Score -2768912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2768920.500000 Penalty: 5003.222656
	Iteration 70Q: 3 clusters Score -2768920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2768919.750000 Penalty: 5003.222656
	Iteration 71Q: 3 clusters Score -2768920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2768921.500000 Penalty: 5003.222656
	Iteration 72Q: 3 clusters Score -2768922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2768920.750000 Penalty: 5003.222656
	Iteration 73Q: 3 clusters Score -2768921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2768922.750000 Penalty: 5003.222656
	Iteration 74Q: 3 clusters Score -2768923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2768928.500000 Penalty: 5003.222656
	Iteration 75Q: 3 clusters Score -2768928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2768929.500000 Penalty: 5003.222656
	Iteration 76Q: 3 clusters Score -2768930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2768934.250000 Penalty: 5003.222656
	Iteration 77Q: 3 clusters Score -2768934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2768931.750000 Penalty: 5003.222656
	Iteration 78Q: 3 clusters Score -2768932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2768931.750000 Penalty: 5003.222656
	Iteration 79F: 3 clusters Score -2768932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Entering Unmasked Estep 
Score: -4982598.500000 Penalty: 2651.071777
	Iteration 0F: 2 clusters Score -4982598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4952996.500000 Penalty: 5302.143555
	Iteration 0F: 3 clusters Score -4952996 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4964085.000000 Penalty: 5302.143555
	Iteration 1F: 3 clusters Score -4964085 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4964584.500000 Penalty: 5302.143555
	Iteration 2Q: 3 clusters Score -4964584 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4965091.500000 Penalty: 5302.143555
	Iteration 3Q: 3 clusters Score -4965092 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4965827.500000 Penalty: 5302.143555
	Iteration 4Q: 3 clusters Score -4965828 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4966915.500000 Penalty: 5302.143555
	Iteration 5Q: 3 clusters Score -4966916 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4968634.500000 Penalty: 5302.143555
	Iteration 6F: 3 clusters Score -4968634 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4971056.000000 Penalty: 5302.143555
	Iteration 7F: 3 clusters Score -4971056 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4973715.000000 Penalty: 5302.143555
	Iteration 8F: 3 clusters Score -4973715 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4976409.500000 Penalty: 5302.143555
	Iteration 9F: 3 clusters Score -4976410 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4978517.000000 Penalty: 5302.143555
	Iteration 10F: 3 clusters Score -4978517 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4979637.000000 Penalty: 5302.143555
	Iteration 11Q: 3 clusters Score -4979637 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -4980227.000000 Penalty: 5302.143555
	Iteration 12Q: 3 clusters Score -4980227 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4980592.000000 Penalty: 5302.143555
	Iteration 13Q: 3 clusters Score -4980592 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4980877.500000 Penalty: 5302.143555
	Iteration 14Q: 3 clusters Score -4980878 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4981115.000000 Penalty: 5302.143555
	Iteration 15Q: 3 clusters Score -4981115 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4981301.500000 Penalty: 5302.143555
	Iteration 16Q: 3 clusters Score -4981302 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4981404.000000 Penalty: 5302.143555
	Iteration 17Q: 3 clusters Score -4981404 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4981492.500000 Penalty: 5302.143555
	Iteration 18Q: 3 clusters Score -4981492 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4981551.500000 Penalty: 5302.143555
	Iteration 19Q: 3 clusters Score -4981552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4981562.000000 Penalty: 5302.143555
	Iteration 20F: 3 clusters Score -4981562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4981579.000000 Penalty: 5302.143555
	Iteration 21Q: 3 clusters Score -4981579 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4981626.500000 Penalty: 5302.143555
	Iteration 22Q: 3 clusters Score -4981626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4981635.000000 Penalty: 5302.143555
	Iteration 23Q: 3 clusters Score -4981635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4981658.000000 Penalty: 5302.143555
	Iteration 24Q: 3 clusters Score -4981658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4981666.000000 Penalty: 5302.143555
	Iteration 25Q: 3 clusters Score -4981666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4981664.000000 Penalty: 5302.143555
	Iteration 26Q: 3 clusters Score -4981664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4981678.500000 Penalty: 5302.143555
	Iteration 27Q: 3 clusters Score -4981678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4981685.000000 Penalty: 5302.143555
	Iteration 28Q: 3 clusters Score -4981685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4981706.000000 Penalty: 5302.143555
	Iteration 29Q: 3 clusters Score -4981706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4981695.500000 Penalty: 5302.143555
	Iteration 30Q: 3 clusters Score -4981696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4981695.000000 Penalty: 5302.143555
	Iteration 31Q: 3 clusters Score -4981695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4981687.000000 Penalty: 5302.143555
	Iteration 32Q: 3 clusters Score -4981687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4981692.500000 Penalty: 5302.143555
	Iteration 33Q: 3 clusters Score -4981692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4981703.000000 Penalty: 5302.143555
	Iteration 34Q: 3 clusters Score -4981703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4981710.500000 Penalty: 5302.143555
	Iteration 35Q: 3 clusters Score -4981710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4981706.500000 Penalty: 5302.143555
	Iteration 36Q: 3 clusters Score -4981706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4981705.000000 Penalty: 5302.143555
	Iteration 37Q: 3 clusters Score -4981705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4981703.000000 Penalty: 5302.143555
	Iteration 38Q: 3 clusters Score -4981703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4981701.000000 Penalty: 5302.143555
	Iteration 39Q: 3 clusters Score -4981701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4981699.500000 Penalty: 5302.143555
	Iteration 40F: 3 clusters Score -4981700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -4981696.500000 Penalty: 5302.143555
	Iteration 41Q: 3 clusters Score -4981696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4981696.000000 Penalty: 5302.143555
	Iteration 42Q: 3 clusters Score -4981696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4981699.500000 Penalty: 5302.143555
	Iteration 43Q: 3 clusters Score -4981700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4981698.500000 Penalty: 5302.143555
	Iteration 44Q: 3 clusters Score -4981698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4981703.000000 Penalty: 5302.143555
	Iteration 45Q: 3 clusters Score -4981703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4981697.000000 Penalty: 5302.143555
	Iteration 46Q: 3 clusters Score -4981697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4981699.500000 Penalty: 5302.143555
	Iteration 47Q: 3 clusters Score -4981700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4981702.000000 Penalty: 5302.143555
	Iteration 48Q: 3 clusters Score -4981702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4981709.500000 Penalty: 5302.143555
	Iteration 49Q: 3 clusters Score -4981710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4981701.000000 Penalty: 5302.143555
	Iteration 50Q: 3 clusters Score -4981701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4981707.000000 Penalty: 5302.143555
	Iteration 51Q: 3 clusters Score -4981707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4981702.500000 Penalty: 5302.143555
	Iteration 52Q: 3 clusters Score -4981702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4981708.500000 Penalty: 5302.143555
	Iteration 53Q: 3 clusters Score -4981708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4981712.500000 Penalty: 5302.143555
	Iteration 54Q: 3 clusters Score -4981712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4981708.000000 Penalty: 5302.143555
	Iteration 55Q: 3 clusters Score -4981708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4981707.000000 Penalty: 5302.143555
	Iteration 56Q: 3 clusters Score -4981707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4981717.500000 Penalty: 5302.143555
	Iteration 57Q: 3 clusters Score -4981718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4981716.500000 Penalty: 5302.143555
	Iteration 58Q: 3 clusters Score -4981716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4981723.000000 Penalty: 5302.143555
	Iteration 59Q: 3 clusters Score -4981723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -4981721.500000 Penalty: 5302.143555
	Iteration 60F: 3 clusters Score -4981722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54169.402344 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54169.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54577.500000 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54577.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54747.984375 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54747.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54859.746094 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -54859.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54924.906250 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -54924.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54963.562500 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54963.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54987.222656 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -54987.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55001.101562 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -55001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55010.312500 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -55010.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55029.992188 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -55029.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55038.031250 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -55038.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55041.976562 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -55041.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55041.976562 Penalty: 3180.261963
	Iteration 12F: 3 clusters Score -55041.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -163130.406250 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -163130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160752.578125 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -160752.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161130.625000 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -161130.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -161256.703125 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -161256.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161323.562500 Penalty: 3667.058350
	Iteration 3Q: 3 clusters Score -161323.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -161366.500000 Penalty: 3667.058350
	Iteration 4Q: 3 clusters Score -161366.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161401.343750 Penalty: 3667.058350
	Iteration 5Q: 3 clusters Score -161401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -161423.875000 Penalty: 3667.058350
	Iteration 6Q: 3 clusters Score -161423.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -161439.140625 Penalty: 3667.058350
	Iteration 7Q: 3 clusters Score -161439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161447.750000 Penalty: 3667.058350
	Iteration 8Q: 3 clusters Score -161447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161461.359375 Penalty: 3667.058350
	Iteration 9Q: 3 clusters Score -161461.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161480.265625 Penalty: 3667.058350
	Iteration 10Q: 3 clusters Score -161480.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -161503.015625 Penalty: 3667.058350
	Iteration 11Q: 3 clusters Score -161503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161515.234375 Penalty: 3667.058350
	Iteration 12Q: 3 clusters Score -161515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161524.468750 Penalty: 3667.058350
	Iteration 13Q: 3 clusters Score -161524.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161535.859375 Penalty: 3667.058350
	Iteration 14Q: 3 clusters Score -161535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161543.781250 Penalty: 3667.058350
	Iteration 15Q: 3 clusters Score -161543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161554.015625 Penalty: 3667.058350
	Iteration 16Q: 3 clusters Score -161554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161567.515625 Penalty: 3667.058350
	Iteration 17Q: 3 clusters Score -161567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161577.515625 Penalty: 3667.058350
	Iteration 18Q: 3 clusters Score -161577.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -161590.671875 Penalty: 3667.058350
	Iteration 19Q: 3 clusters Score -161590.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161619.078125 Penalty: 3667.058350
	Iteration 20F: 3 clusters Score -161619.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161643.203125 Penalty: 3667.058350
	Iteration 21Q: 3 clusters Score -161643.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -161671.750000 Penalty: 3667.058350
	Iteration 22Q: 3 clusters Score -161671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -161699.359375 Penalty: 3667.058350
	Iteration 23Q: 3 clusters Score -161699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -161714.796875 Penalty: 3667.058350
	Iteration 24Q: 3 clusters Score -161714.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161733.031250 Penalty: 3667.058350
	Iteration 25Q: 3 clusters Score -161733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161758.281250 Penalty: 3667.058350
	Iteration 26Q: 3 clusters Score -161758.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161785.703125 Penalty: 3667.058350
	Iteration 27Q: 3 clusters Score -161785.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161814.546875 Penalty: 3667.058350
	Iteration 28Q: 3 clusters Score -161814.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161843.812500 Penalty: 3667.058350
	Iteration 29Q: 3 clusters Score -161843.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161884.125000 Penalty: 3667.058350
	Iteration 30Q: 3 clusters Score -161884.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161937.375000 Penalty: 3667.058350
	Iteration 31Q: 3 clusters Score -161937.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161997.468750 Penalty: 3667.058350
	Iteration 32Q: 3 clusters Score -161997.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162034.515625 Penalty: 3667.058350
	Iteration 33Q: 3 clusters Score -162034.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162065.718750 Penalty: 3667.058350
	Iteration 34Q: 3 clusters Score -162065.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162109.953125 Penalty: 3667.058350
	Iteration 35Q: 3 clusters Score -162110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162150.015625 Penalty: 3667.058350
	Iteration 36Q: 3 clusters Score -162150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -162189.890625 Penalty: 3667.058350
	Iteration 37Q: 3 clusters Score -162189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162223.843750 Penalty: 3667.058350
	Iteration 38Q: 3 clusters Score -162223.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162269.781250 Penalty: 3667.058350
	Iteration 39Q: 3 clusters Score -162269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -162308.296875 Penalty: 3667.058350
	Iteration 40F: 3 clusters Score -162308.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -162334.890625 Penalty: 3667.058350
	Iteration 41Q: 3 clusters Score -162334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162349.500000 Penalty: 3667.058350
	Iteration 42Q: 3 clusters Score -162349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162353.281250 Penalty: 3667.058350
	Iteration 43Q: 3 clusters Score -162353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162356.546875 Penalty: 3667.058350
	Iteration 44Q: 3 clusters Score -162356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162357.656250 Penalty: 3667.058350
	Iteration 45Q: 3 clusters Score -162357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -162358.687500 Penalty: 3667.058350
	Iteration 46Q: 3 clusters Score -162358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162360.046875 Penalty: 3667.058350
	Iteration 47Q: 3 clusters Score -162360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -162360.796875 Penalty: 3667.058350
	Iteration 48Q: 3 clusters Score -162360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -162360.796875 Penalty: 3667.058350
	Iteration 49F: 3 clusters Score -162360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Entering Unmasked Estep 
Score: -10972374.000000 Penalty: 2847.098877
	Iteration 0F: 2 clusters Score -1.097237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -10907629.000000 Penalty: 5694.197754
	Iteration 0F: 3 clusters Score -1.090763e+07 nChanged 45625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -10933752.000000 Penalty: 5694.197754
	Iteration 1F: 3 clusters Score -1.093375e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -10934363.000000 Penalty: 5694.197754
	Iteration 2Q: 3 clusters Score -1.093436e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -10935048.000000 Penalty: 5694.197754
	Iteration 3Q: 3 clusters Score -1.093505e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -10935665.000000 Penalty: 5694.197754
	Iteration 4Q: 3 clusters Score -1.093566e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10936238.000000 Penalty: 5694.197754
	Iteration 5Q: 3 clusters Score -1.093624e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -10937020.000000 Penalty: 5694.197754
	Iteration 6Q: 3 clusters Score -1.093702e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -10937963.000000 Penalty: 5694.197754
	Iteration 7Q: 3 clusters Score -1.093796e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -10939081.000000 Penalty: 5694.197754
	Iteration 8Q: 3 clusters Score -1.093908e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -10940514.000000 Penalty: 5694.197754
	Iteration 9Q: 3 clusters Score -1.094051e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -10942230.000000 Penalty: 5694.197754
	Iteration 10Q: 3 clusters Score -1.094223e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -10944805.000000 Penalty: 5694.197754
	Iteration 11Q: 3 clusters Score -1.09448e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -10948038.000000 Penalty: 5694.197754
	Iteration 12F: 3 clusters Score -1.094804e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -10951966.000000 Penalty: 5694.197754
	Iteration 13F: 3 clusters Score -1.095197e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -10956754.000000 Penalty: 5694.197754
	Iteration 14F: 3 clusters Score -1.095675e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -10961457.000000 Penalty: 5694.197754
	Iteration 15F: 3 clusters Score -1.096146e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -10965056.000000 Penalty: 5694.197754
	Iteration 16Q: 3 clusters Score -1.096506e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -10967195.000000 Penalty: 5694.197754
	Iteration 17Q: 3 clusters Score -1.09672e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10968401.000000 Penalty: 5694.197754
	Iteration 18Q: 3 clusters Score -1.09684e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94694 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10969102.000000 Penalty: 5694.197754
	Iteration 19Q: 3 clusters Score -1.09691e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10969435.000000 Penalty: 5694.197754
	Iteration 20F: 3 clusters Score -1.096944e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10969567.000000 Penalty: 5694.197754
	Iteration 21Q: 3 clusters Score -1.096957e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10969689.000000 Penalty: 5694.197754
	Iteration 22Q: 3 clusters Score -1.096969e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10969747.000000 Penalty: 5694.197754
	Iteration 23Q: 3 clusters Score -1.096975e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10969818.000000 Penalty: 5694.197754
	Iteration 24Q: 3 clusters Score -1.096982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10969843.000000 Penalty: 5694.197754
	Iteration 25Q: 3 clusters Score -1.096984e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10969851.000000 Penalty: 5694.197754
	Iteration 26Q: 3 clusters Score -1.096985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10969862.000000 Penalty: 5694.197754
	Iteration 27Q: 3 clusters Score -1.096986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10969876.000000 Penalty: 5694.197754
	Iteration 28Q: 3 clusters Score -1.096988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10969875.000000 Penalty: 5694.197754
	Iteration 29Q: 3 clusters Score -1.096988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10969880.000000 Penalty: 5694.197754
	Iteration 30Q: 3 clusters Score -1.096988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10969883.000000 Penalty: 5694.197754
	Iteration 31Q: 3 clusters Score -1.096988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10969891.000000 Penalty: 5694.197754
	Iteration 32Q: 3 clusters Score -1.096989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10969893.000000 Penalty: 5694.197754
	Iteration 33Q: 3 clusters Score -1.096989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10969901.000000 Penalty: 5694.197754
	Iteration 34Q: 3 clusters Score -1.09699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10969908.000000 Penalty: 5694.197754
	Iteration 35Q: 3 clusters Score -1.096991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10969914.000000 Penalty: 5694.197754
	Iteration 36Q: 3 clusters Score -1.096991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10969913.000000 Penalty: 5694.197754
	Iteration 37Q: 3 clusters Score -1.096991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10969922.000000 Penalty: 5694.197754
	Iteration 38Q: 3 clusters Score -1.096992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10969917.000000 Penalty: 5694.197754
	Iteration 39Q: 3 clusters Score -1.096992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10969928.000000 Penalty: 5694.197754
	Iteration 40F: 3 clusters Score -1.096993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10969922.000000 Penalty: 5694.197754
	Iteration 41Q: 3 clusters Score -1.096992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10969921.000000 Penalty: 5694.197754
	Iteration 42Q: 3 clusters Score -1.096992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10969929.000000 Penalty: 5694.197754
	Iteration 43Q: 3 clusters Score -1.096993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10969922.000000 Penalty: 5694.197754
	Iteration 44Q: 3 clusters Score -1.096992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10969931.000000 Penalty: 5694.197754
	Iteration 45Q: 3 clusters Score -1.096993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10969938.000000 Penalty: 5694.197754
	Iteration 46Q: 3 clusters Score -1.096994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10969934.000000 Penalty: 5694.197754
	Iteration 47Q: 3 clusters Score -1.096993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10969936.000000 Penalty: 5694.197754
	Iteration 48Q: 3 clusters Score -1.096994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10969937.000000 Penalty: 5694.197754
	Iteration 49Q: 3 clusters Score -1.096994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10969942.000000 Penalty: 5694.197754
	Iteration 50Q: 3 clusters Score -1.096994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10969951.000000 Penalty: 5694.197754
	Iteration 51Q: 3 clusters Score -1.096995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10969953.000000 Penalty: 5694.197754
	Iteration 52Q: 3 clusters Score -1.096995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10969956.000000 Penalty: 5694.197754
	Iteration 53Q: 3 clusters Score -1.096996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10969963.000000 Penalty: 5694.197754
	Iteration 54Q: 3 clusters Score -1.096996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10969963.000000 Penalty: 5694.197754
	Iteration 55F: 3 clusters Score -1.096996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Entering Unmasked Estep 
Score: -5605826.000000 Penalty: 2679.415771
	Iteration 0F: 2 clusters Score -5605826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5572616.000000 Penalty: 5358.831543
	Iteration 0F: 3 clusters Score -5572616 nChanged 22853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5585272.000000 Penalty: 5358.831543
	Iteration 1F: 3 clusters Score -5585272 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5586003.500000 Penalty: 5358.831543
	Iteration 2Q: 3 clusters Score -5586004 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -5586655.500000 Penalty: 5358.831543
	Iteration 3Q: 3 clusters Score -5586656 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5587238.500000 Penalty: 5358.831543
	Iteration 4Q: 3 clusters Score -5587238 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5587706.500000 Penalty: 5358.831543
	Iteration 5Q: 3 clusters Score -5587706 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5588288.000000 Penalty: 5358.831543
	Iteration 6Q: 3 clusters Score -5588288 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5588994.500000 Penalty: 5358.831543
	Iteration 7Q: 3 clusters Score -5588994 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -5589898.000000 Penalty: 5358.831543
	Iteration 8Q: 3 clusters Score -5589898 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5591107.000000 Penalty: 5358.831543
	Iteration 9Q: 3 clusters Score -5591107 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5592685.000000 Penalty: 5358.831543
	Iteration 10Q: 3 clusters Score -5592685 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5594422.000000 Penalty: 5358.831543
	Iteration 11F: 3 clusters Score -5594422 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -5596095.000000 Penalty: 5358.831543
	Iteration 12F: 3 clusters Score -5596095 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5597414.500000 Penalty: 5358.831543
	Iteration 13Q: 3 clusters Score -5597414 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5598299.000000 Penalty: 5358.831543
	Iteration 14Q: 3 clusters Score -5598299 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5598962.000000 Penalty: 5358.831543
	Iteration 15Q: 3 clusters Score -5598962 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5599410.000000 Penalty: 5358.831543
	Iteration 16Q: 3 clusters Score -5599410 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -5599742.500000 Penalty: 5358.831543
	Iteration 17Q: 3 clusters Score -5599742 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5600036.000000 Penalty: 5358.831543
	Iteration 18Q: 3 clusters Score -5600036 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5600242.500000 Penalty: 5358.831543
	Iteration 19Q: 3 clusters Score -5600242 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -5600421.500000 Penalty: 5358.831543
	Iteration 20F: 3 clusters Score -5600422 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5600556.000000 Penalty: 5358.831543
	Iteration 21Q: 3 clusters Score -5600556 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5600667.500000 Penalty: 5358.831543
	Iteration 22Q: 3 clusters Score -5600668 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5600777.000000 Penalty: 5358.831543
	Iteration 23Q: 3 clusters Score -5600777 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5600824.000000 Penalty: 5358.831543
	Iteration 24Q: 3 clusters Score -5600824 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5600867 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5600923.500000 Penalty: 5358.831543
	Iteration 26Q: 3 clusters Score -5600924 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5600966.000000 Penalty: 5358.831543
	Iteration 27Q: 3 clusters Score -5600966 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5601013.000000 Penalty: 5358.831543
	Iteration 28Q: 3 clusters Score -5601013 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5601070.500000 Penalty: 5358.831543
	Iteration 29Q: 3 clusters Score -5601070 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5601097.000000 Penalty: 5358.831543
	Iteration 30Q: 3 clusters Score -5601097 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5601139.000000 Penalty: 5358.831543
	Iteration 31Q: 3 clusters Score -5601139 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5601153.000000 Penalty: 5358.831543
	Iteration 32Q: 3 clusters Score -5601153 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5601173.000000 Penalty: 5358.831543
	Iteration 33Q: 3 clusters Score -5601173 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5601198.500000 Penalty: 5358.831543
	Iteration 34Q: 3 clusters Score -5601198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5601195.500000 Penalty: 5358.831543
	Iteration 35Q: 3 clusters Score -5601196 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5601213.500000 Penalty: 5358.831543
	Iteration 36Q: 3 clusters Score -5601214 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -5601242.000000 Penalty: 5358.831543
	Iteration 37Q: 3 clusters Score -5601242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5601302.000000 Penalty: 5358.831543
	Iteration 38Q: 3 clusters Score -5601302 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5601298.500000 Penalty: 5358.831543
	Iteration 39Q: 3 clusters Score -5601298 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5601313.000000 Penalty: 5358.831543
	Iteration 40F: 3 clusters Score -5601313 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5601362.000000 Penalty: 5358.831543
	Iteration 41Q: 3 clusters Score -5601362 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5601384.500000 Penalty: 5358.831543
	Iteration 42Q: 3 clusters Score -5601384 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -5601405.500000 Penalty: 5358.831543
	Iteration 43Q: 3 clusters Score -5601406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5601426.500000 Penalty: 5358.831543
	Iteration 44Q: 3 clusters Score -5601426 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -5601449.500000 Penalty: 5358.831543
	Iteration 45Q: 3 clusters Score -5601450 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5601478.500000 Penalty: 5358.831543
	Iteration 46Q: 3 clusters Score -5601478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5601530.000000 Penalty: 5358.831543
	Iteration 47Q: 3 clusters Score -5601530 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5601578.500000 Penalty: 5358.831543
	Iteration 48Q: 3 clusters Score -5601578 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5601638.500000 Penalty: 5358.831543
	Iteration 49Q: 3 clusters Score -5601638 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5601683.000000 Penalty: 5358.831543
	Iteration 50Q: 3 clusters Score -5601683 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -5601729.500000 Penalty: 5358.831543
	Iteration 51Q: 3 clusters Score -5601730 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -5601815.000000 Penalty: 5358.831543
	Iteration 52Q: 3 clusters Score -5601815 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5601886.500000 Penalty: 5358.831543
	Iteration 53Q: 3 clusters Score -5601886 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5601997.000000 Penalty: 5358.831543
	Iteration 54Q: 3 clusters Score -5601997 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -5602054.500000 Penalty: 5358.831543
	Iteration 55Q: 3 clusters Score -5602054 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5602147.500000 Penalty: 5358.831543
	Iteration 56Q: 3 clusters Score -5602148 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5602229.000000 Penalty: 5358.831543
	Iteration 57Q: 3 clusters Score -5602229 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -5602291.500000 Penalty: 5358.831543
	Iteration 58Q: 3 clusters Score -5602292 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -5602346.000000 Penalty: 5358.831543
	Iteration 59Q: 3 clusters Score -5602346 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -5602434.500000 Penalty: 5358.831543
	Iteration 60F: 3 clusters Score -5602434 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -5602534.500000 Penalty: 5358.831543
	Iteration 61Q: 3 clusters Score -5602534 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -5602654.000000 Penalty: 5358.831543
	Iteration 62Q: 3 clusters Score -5602654 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5602749.000000 Penalty: 5358.831543
	Iteration 63Q: 3 clusters Score -5602749 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -5602826.500000 Penalty: 5358.831543
	Iteration 64Q: 3 clusters Score -5602826 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5602929.500000 Penalty: 5358.831543
	Iteration 65Q: 3 clusters Score -5602930 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5603049.500000 Penalty: 5358.831543
	Iteration 66Q: 3 clusters Score -5603050 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5603145.000000 Penalty: 5358.831543
	Iteration 67Q: 3 clusters Score -5603145 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5603207.000000 Penalty: 5358.831543
	Iteration 68Q: 3 clusters Score -5603207 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -5603308.000000 Penalty: 5358.831543
	Iteration 69Q: 3 clusters Score -5603308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -5603373.500000 Penalty: 5358.831543
	Iteration 70Q: 3 clusters Score -5603374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5603441.000000 Penalty: 5358.831543
	Iteration 71Q: 3 clusters Score -5603441 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -5603473.000000 Penalty: 5358.831543
	Iteration 72Q: 3 clusters Score -5603473 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -5603530.500000 Penalty: 5358.831543
	Iteration 73Q: 3 clusters Score -5603530 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5603595.500000 Penalty: 5358.831543
	Iteration 74Q: 3 clusters Score -5603596 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5603627.000000 Penalty: 5358.831543
	Iteration 75Q: 3 clusters Score -5603627 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -5603684.000000 Penalty: 5358.831543
	Iteration 76Q: 3 clusters Score -5603684 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5603707.000000 Penalty: 5358.831543
	Iteration 77Q: 3 clusters Score -5603707 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -5603713.000000 Penalty: 5358.831543
	Iteration 78Q: 3 clusters Score -5603713 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -5603730.500000 Penalty: 5358.831543
	Iteration 79Q: 3 clusters Score -5603730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5603740.000000 Penalty: 5358.831543
	Iteration 80F: 3 clusters Score -5603740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -5603787.500000 Penalty: 5358.831543
	Iteration 81Q: 3 clusters Score -5603788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5603790.500000 Penalty: 5358.831543
	Iteration 82Q: 3 clusters Score -5603790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5603804.000000 Penalty: 5358.831543
	Iteration 83Q: 3 clusters Score -5603804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5603809.500000 Penalty: 5358.831543
	Iteration 84Q: 3 clusters Score -5603810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5603816.000000 Penalty: 5358.831543
	Iteration 85Q: 3 clusters Score -5603816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5603797.500000 Penalty: 5358.831543
	Iteration 86Q: 3 clusters Score -5603798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5603799.000000 Penalty: 5358.831543
	Iteration 87Q: 3 clusters Score -5603799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5603790.000000 Penalty: 5358.831543
	Iteration 88Q: 3 clusters Score -5603790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5603799.000000 Penalty: 5358.831543
	Iteration 89Q: 3 clusters Score -5603799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5603807.000000 Penalty: 5358.831543
	Iteration 90Q: 3 clusters Score -5603807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -5603814.000000 Penalty: 5358.831543
	Iteration 91Q: 3 clusters Score -5603814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5603826.500000 Penalty: 5358.831543
	Iteration 92Q: 3 clusters Score -5603826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5603836.500000 Penalty: 5358.831543
	Iteration 93Q: 3 clusters Score -5603836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5603836.000000 Penalty: 5358.831543
	Iteration 94Q: 3 clusters Score -5603836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5603836.500000 Penalty: 5358.831543
	Iteration 95Q: 3 clusters Score -5603836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5603831.500000 Penalty: 5358.831543
	Iteration 96Q: 3 clusters Score -5603832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -5603822.500000 Penalty: 5358.831543
	Iteration 97Q: 3 clusters Score -5603822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5603825.000000 Penalty: 5358.831543
	Iteration 98Q: 3 clusters Score -5603825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -5603822.000000 Penalty: 5358.831543
	Iteration 99Q: 3 clusters Score -5603822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5603827.500000 Penalty: 5358.831543
	Iteration 100F: 3 clusters Score -5603828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -5603822.000000 Penalty: 5358.831543
	Iteration 101Q: 3 clusters Score -5603822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5603818.000000 Penalty: 5358.831543
	Iteration 102Q: 3 clusters Score -5603818 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5603829.500000 Penalty: 5358.831543
	Iteration 103Q: 3 clusters Score -5603830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5603834.000000 Penalty: 5358.831543
	Iteration 104Q: 3 clusters Score -5603834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5603840.500000 Penalty: 5358.831543
	Iteration 105Q: 3 clusters Score -5603840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5603835.500000 Penalty: 5358.831543
	Iteration 106Q: 3 clusters Score -5603836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5603834.000000 Penalty: 5358.831543
	Iteration 107Q: 3 clusters Score -5603834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5603837.500000 Penalty: 5358.831543
	Iteration 108Q: 3 clusters Score -5603838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5603834.500000 Penalty: 5358.831543
	Iteration 109Q: 3 clusters Score -5603834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5603833.500000 Penalty: 5358.831543
	Iteration 110Q: 3 clusters Score -5603834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5603832.500000 Penalty: 5358.831543
	Iteration 111Q: 3 clusters Score -5603832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5603831.500000 Penalty: 5358.831543
	Iteration 112Q: 3 clusters Score -5603832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5603823.500000 Penalty: 5358.831543
	Iteration 113Q: 3 clusters Score -5603824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5603826.000000 Penalty: 5358.831543
	Iteration 114Q: 3 clusters Score -5603826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5603831.500000 Penalty: 5358.831543
	Iteration 115Q: 3 clusters Score -5603832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5603828.000000 Penalty: 5358.831543
	Iteration 116Q: 3 clusters Score -5603828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5603823.500000 Penalty: 5358.831543
	Iteration 117Q: 3 clusters Score -5603824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5603823.500000 Penalty: 5358.831543
	Iteration 118F: 3 clusters Score -5603824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -145096.562500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -145096.6 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 673 members 
Entering Unmasked Estep 
Score: -142926.140625 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -142926.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -143288.156250 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -143288.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -143390.515625 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -143390.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143468.171875 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -143468.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -143524.078125 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -143524.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -143571.421875 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -143571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143602.437500 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -143602.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -143627.578125 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -143627.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -143646.890625 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -143646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -143664.468750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -143664.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -143684.968750 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -143685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143701.718750 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -143701.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143706.375000 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -143706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -143711.250000 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -143711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143721.531250 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -143721.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143738.921875 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -143738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -143754.390625 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -143754.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -143772.250000 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -143772.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -143784.734375 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -143784.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -143798.750000 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -143798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -143815.078125 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -143815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -143819.890625 Penalty: 3594.198486
	Iteration 21Q: 3 clusters Score -143819.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -143829.828125 Penalty: 3594.198486
	Iteration 22Q: 3 clusters Score -143829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -143840.812500 Penalty: 3594.198486
	Iteration 23Q: 3 clusters Score -143840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -143850.453125 Penalty: 3594.198486
	Iteration 24Q: 3 clusters Score -143850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -143856.062500 Penalty: 3594.198486
	Iteration 25Q: 3 clusters Score -143856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -143858.093750 Penalty: 3594.198486
	Iteration 26Q: 3 clusters Score -143858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -143859.359375 Penalty: 3594.198486
	Iteration 27Q: 3 clusters Score -143859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -143859.484375 Penalty: 3594.198486
	Iteration 28Q: 3 clusters Score -143859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -143859.484375 Penalty: 3594.198486
	Iteration 29F: 3 clusters Score -143859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 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 579 members 
Entering Unmasked Estep 
Score: -128502.515625 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128502.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128808.351562 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128808.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128913.070312 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128913.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128967.726562 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128967.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129024.906250 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -129024.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129077.960938 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -129078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129109.382812 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -129109.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129130.531250 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129130.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129154.093750 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129170.953125 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129189.625000 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129198.382812 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129205.375000 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129210.031250 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129214.539062 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129216.601562 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129219.984375 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129221.570312 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129221.570312 Penalty: 3507.500244
	Iteration 18F: 3 clusters Score -129221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Entering Unmasked Estep 
Score: -2804501.250000 Penalty: 2513.616699
	Iteration 0F: 2 clusters Score -2804501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2787078.250000 Penalty: 5027.233398
	Iteration 0F: 3 clusters Score -2787078 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2792989.750000 Penalty: 5027.233398
	Iteration 1F: 3 clusters Score -2792990 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2793492.500000 Penalty: 5027.233398
	Iteration 2F: 3 clusters Score -2793492 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2793975.750000 Penalty: 5027.233398
	Iteration 3Q: 3 clusters Score -2793976 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2794519.750000 Penalty: 5027.233398
	Iteration 4Q: 3 clusters Score -2794520 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2795174.500000 Penalty: 5027.233398
	Iteration 5F: 3 clusters Score -2795174 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2795896.000000 Penalty: 5027.233398
	Iteration 6F: 3 clusters Score -2795896 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2796753.000000 Penalty: 5027.233398
	Iteration 7F: 3 clusters Score -2796753 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2797772.750000 Penalty: 5027.233398
	Iteration 8F: 3 clusters Score -2797773 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2798819.500000 Penalty: 5027.233398
	Iteration 9F: 3 clusters Score -2798820 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2799831.500000 Penalty: 5027.233398
	Iteration 10F: 3 clusters Score -2799832 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2800624.750000 Penalty: 5027.233398
	Iteration 11Q: 3 clusters Score -2800625 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2801262.250000 Penalty: 5027.233398
	Iteration 12Q: 3 clusters Score -2801262 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2801740.750000 Penalty: 5027.233398
	Iteration 13Q: 3 clusters Score -2801741 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2802034.500000 Penalty: 5027.233398
	Iteration 14Q: 3 clusters Score -2802034 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2802246.000000 Penalty: 5027.233398
	Iteration 15Q: 3 clusters Score -2802246 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2802395.000000 Penalty: 5027.233398
	Iteration 16Q: 3 clusters Score -2802395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2802501.500000 Penalty: 5027.233398
	Iteration 17Q: 3 clusters Score -2802502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2802556.250000 Penalty: 5027.233398
	Iteration 18Q: 3 clusters Score -2802556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2802621.750000 Penalty: 5027.233398
	Iteration 19Q: 3 clusters Score -2802622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2802667.250000 Penalty: 5027.233398
	Iteration 20F: 3 clusters Score -2802667 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2802711.250000 Penalty: 5027.233398
	Iteration 21Q: 3 clusters Score -2802711 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2802745.250000 Penalty: 5027.233398
	Iteration 22Q: 3 clusters Score -2802745 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2802780.750000 Penalty: 5027.233398
	Iteration 23Q: 3 clusters Score -2802781 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2802810.500000 Penalty: 5027.233398
	Iteration 24Q: 3 clusters Score -2802810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2802834.000000 Penalty: 5027.233398
	Iteration 25Q: 3 clusters Score -2802834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2802860.750000 Penalty: 5027.233398
	Iteration 26Q: 3 clusters Score -2802861 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2802886.750000 Penalty: 5027.233398
	Iteration 27Q: 3 clusters Score -2802887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2802900.250000 Penalty: 5027.233398
	Iteration 28Q: 3 clusters Score -2802900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2802910.000000 Penalty: 5027.233398
	Iteration 29Q: 3 clusters Score -2802910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2802918.000000 Penalty: 5027.233398
	Iteration 30Q: 3 clusters Score -2802918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2802923.500000 Penalty: 5027.233398
	Iteration 31Q: 3 clusters Score -2802924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2802925.500000 Penalty: 5027.233398
	Iteration 32Q: 3 clusters Score -2802926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2802936.000000 Penalty: 5027.233398
	Iteration 33Q: 3 clusters Score -2802936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2802945.750000 Penalty: 5027.233398
	Iteration 34Q: 3 clusters Score -2802946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2802953.500000 Penalty: 5027.233398
	Iteration 35Q: 3 clusters Score -2802954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2802964.000000 Penalty: 5027.233398
	Iteration 36Q: 3 clusters Score -2802964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2802971.250000 Penalty: 5027.233398
	Iteration 37Q: 3 clusters Score -2802971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2802978.750000 Penalty: 5027.233398
	Iteration 38Q: 3 clusters Score -2802979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2802984.750000 Penalty: 5027.233398
	Iteration 39Q: 3 clusters Score -2802985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2802991.750000 Penalty: 5027.233398
	Iteration 40F: 3 clusters Score -2802992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2802998.500000 Penalty: 5027.233398
	Iteration 41Q: 3 clusters Score -2802998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2803005.750000 Penalty: 5027.233398
	Iteration 42Q: 3 clusters Score -2803006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2803014.000000 Penalty: 5027.233398
	Iteration 43Q: 3 clusters Score -2803014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2803021.250000 Penalty: 5027.233398
	Iteration 44Q: 3 clusters Score -2803021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2803029.250000 Penalty: 5027.233398
	Iteration 45Q: 3 clusters Score -2803029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2803031.250000 Penalty: 5027.233398
	Iteration 46Q: 3 clusters Score -2803031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2803042.750000 Penalty: 5027.233398
	Iteration 47Q: 3 clusters Score -2803043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2803049.500000 Penalty: 5027.233398
	Iteration 48Q: 3 clusters Score -2803050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2803057.500000 Penalty: 5027.233398
	Iteration 49Q: 3 clusters Score -2803058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2803059.750000 Penalty: 5027.233398
	Iteration 50Q: 3 clusters Score -2803060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2803070.500000 Penalty: 5027.233398
	Iteration 51Q: 3 clusters Score -2803070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2803069.000000 Penalty: 5027.233398
	Iteration 52Q: 3 clusters Score -2803069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2803074.750000 Penalty: 5027.233398
	Iteration 53Q: 3 clusters Score -2803075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2803074.750000 Penalty: 5027.233398
	Iteration 54Q: 3 clusters Score -2803075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2803074.750000 Penalty: 5027.233398
	Iteration 55Q: 3 clusters Score -2803075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2803077.750000 Penalty: 5027.233398
	Iteration 56Q: 3 clusters Score -2803078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2803081.750000 Penalty: 5027.233398
	Iteration 57Q: 3 clusters Score -2803082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2803076.500000 Penalty: 5027.233398
	Iteration 58Q: 3 clusters Score -2803076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2803075.500000 Penalty: 5027.233398
	Iteration 59Q: 3 clusters Score -2803076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2803075.500000 Penalty: 5027.233398
	Iteration 60F: 3 clusters Score -2803076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -429745.031250 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -429745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -425738.968750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -425739 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -426755.906250 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -426755.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -427130.468750 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -427130.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -427542.218750 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -427542.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -427968.437500 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -427968.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -428349.656250 Penalty: 4144.734863
	Iteration 5F: 3 clusters Score -428349.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -428615.875000 Penalty: 4144.734863
	Iteration 6F: 3 clusters Score -428615.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -428772.156250 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -428772.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -428908.125000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -428908.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -429078.218750 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -429078.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -429218.875000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -429218.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -429330.343750 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -429330.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -429420.531250 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -429420.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -429491.593750 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -429491.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -429549.468750 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -429549.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -429594.750000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -429594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -429620.375000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -429620.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -429642.250000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -429642.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -429660.156250 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -429660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -429673.906250 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -429673.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -429687.406250 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -429687.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -429700.750000 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -429700.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -429710.281250 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -429710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -429716.125000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -429716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -429721.625000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -429721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -429724.906250 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -429724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -429729.812500 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -429729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -429735.718750 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -429735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -429738.281250 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -429738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -429739.781250 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -429739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -429741.187500 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -429741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -429742.250000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -429742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -429743.656250 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -429743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -429746.718750 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -429746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -429747.375000 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -429747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -429747.781250 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -429747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -429748.687500 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -429748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -429749.718750 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -429749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -429750.062500 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -429750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -429751.187500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -429751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -429751.187500 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -429751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47902 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96784 members 
Mstep: Class 13 contains 49222 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 23918 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18721 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343450 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31551 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16480 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 1452 members 
Entering Unmasked Estep 
Score: -110921736.000000 Penalty: 161184.531250
Splitting cluster 17 changes total score from -110923184.000000 to -110921736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (23918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Entering Unmasked Estep 
Score: -2737155.000000 Penalty: 2500.431885
	Iteration 0F: 2 clusters Score -2737155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2720525.250000 Penalty: 5000.863770
	Iteration 0F: 3 clusters Score -2720525 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2726239.750000 Penalty: 5000.863770
	Iteration 1F: 3 clusters Score -2726240 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2726825.250000 Penalty: 5000.863770
	Iteration 2F: 3 clusters Score -2726825 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2727431.250000 Penalty: 5000.863770
	Iteration 3F: 3 clusters Score -2727431 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2728049.750000 Penalty: 5000.863770
	Iteration 4F: 3 clusters Score -2728050 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2728703.500000 Penalty: 5000.863770
	Iteration 5F: 3 clusters Score -2728704 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2729480.500000 Penalty: 5000.863770
	Iteration 6F: 3 clusters Score -2729480 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2730332.250000 Penalty: 5000.863770
	Iteration 7F: 3 clusters Score -2730332 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2731202.500000 Penalty: 5000.863770
	Iteration 8F: 3 clusters Score -2731202 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2732070.500000 Penalty: 5000.863770
	Iteration 9Q: 3 clusters Score -2732070 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2732796.500000 Penalty: 5000.863770
	Iteration 10Q: 3 clusters Score -2732796 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2733402.250000 Penalty: 5000.863770
	Iteration 11Q: 3 clusters Score -2733402 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2734019.750000 Penalty: 5000.863770
	Iteration 12Q: 3 clusters Score -2734020 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2734731.250000 Penalty: 5000.863770
	Iteration 13Q: 3 clusters Score -2734731 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2735380.750000 Penalty: 5000.863770
	Iteration 14Q: 3 clusters Score -2735381 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2735776.750000 Penalty: 5000.863770
	Iteration 15Q: 3 clusters Score -2735777 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2736059.250000 Penalty: 5000.863770
	Iteration 16Q: 3 clusters Score -2736059 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2736250.500000 Penalty: 5000.863770
	Iteration 17Q: 3 clusters Score -2736250 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2736388.000000 Penalty: 5000.863770
	Iteration 18Q: 3 clusters Score -2736388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2736470.750000 Penalty: 5000.863770
	Iteration 19Q: 3 clusters Score -2736471 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2736542.250000 Penalty: 5000.863770
	Iteration 20F: 3 clusters Score -2736542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2736596.500000 Penalty: 5000.863770
	Iteration 21Q: 3 clusters Score -2736596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2736644.750000 Penalty: 5000.863770
	Iteration 22Q: 3 clusters Score -2736645 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2736709.000000 Penalty: 5000.863770
	Iteration 23Q: 3 clusters Score -2736709 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2736765.500000 Penalty: 5000.863770
	Iteration 24Q: 3 clusters Score -2736766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2736826.500000 Penalty: 5000.863770
	Iteration 25Q: 3 clusters Score -2736826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2736851.250000 Penalty: 5000.863770
	Iteration 26Q: 3 clusters Score -2736851 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2736858.000000 Penalty: 5000.863770
	Iteration 27Q: 3 clusters Score -2736858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2736883.750000 Penalty: 5000.863770
	Iteration 28Q: 3 clusters Score -2736884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2736889.000000 Penalty: 5000.863770
	Iteration 29Q: 3 clusters Score -2736889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2736911.500000 Penalty: 5000.863770
	Iteration 30Q: 3 clusters Score -2736912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2736921.500000 Penalty: 5000.863770
	Iteration 31Q: 3 clusters Score -2736922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2736927.500000 Penalty: 5000.863770
	Iteration 32Q: 3 clusters Score -2736928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2736940.000000 Penalty: 5000.863770
	Iteration 33Q: 3 clusters Score -2736940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2736940.750000 Penalty: 5000.863770
	Iteration 34Q: 3 clusters Score -2736941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2736939.750000 Penalty: 5000.863770
	Iteration 35Q: 3 clusters Score -2736940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2736945.000000 Penalty: 5000.863770
	Iteration 36Q: 3 clusters Score -2736945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2736954.750000 Penalty: 5000.863770
	Iteration 37Q: 3 clusters Score -2736955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2736953.250000 Penalty: 5000.863770
	Iteration 38Q: 3 clusters Score -2736953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2736952.000000 Penalty: 5000.863770
	Iteration 39Q: 3 clusters Score -2736952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2736961.500000 Penalty: 5000.863770
	Iteration 40F: 3 clusters Score -2736962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2736969.500000 Penalty: 5000.863770
	Iteration 41Q: 3 clusters Score -2736970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2736968.750000 Penalty: 5000.863770
	Iteration 42Q: 3 clusters Score -2736969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2736964.500000 Penalty: 5000.863770
	Iteration 43Q: 3 clusters Score -2736964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2736973.500000 Penalty: 5000.863770
	Iteration 44Q: 3 clusters Score -2736974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2736970.250000 Penalty: 5000.863770
	Iteration 45Q: 3 clusters Score -2736970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2736972.000000 Penalty: 5000.863770
	Iteration 46Q: 3 clusters Score -2736972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2736972.500000 Penalty: 5000.863770
	Iteration 47Q: 3 clusters Score -2736972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2736974.000000 Penalty: 5000.863770
	Iteration 48Q: 3 clusters Score -2736974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2736973.250000 Penalty: 5000.863770
	Iteration 49Q: 3 clusters Score -2736973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2736976.000000 Penalty: 5000.863770
	Iteration 50Q: 3 clusters Score -2736976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2736980.500000 Penalty: 5000.863770
	Iteration 51Q: 3 clusters Score -2736980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2736975.500000 Penalty: 5000.863770
	Iteration 52Q: 3 clusters Score -2736976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2736974.250000 Penalty: 5000.863770
	Iteration 53Q: 3 clusters Score -2736974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2736977.250000 Penalty: 5000.863770
	Iteration 54Q: 3 clusters Score -2736977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2736974.750000 Penalty: 5000.863770
	Iteration 55Q: 3 clusters Score -2736975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2736975.750000 Penalty: 5000.863770
	Iteration 56Q: 3 clusters Score -2736976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2736976.500000 Penalty: 5000.863770
	Iteration 57Q: 3 clusters Score -2736976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2736975.750000 Penalty: 5000.863770
	Iteration 58Q: 3 clusters Score -2736976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2736975.750000 Penalty: 5000.863770
	Iteration 59F: 3 clusters Score -2736976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -972538.125000 Penalty: 2251.247070
	Iteration 0F: 2 clusters Score -972538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -965808.437500 Penalty: 4502.494141
	Iteration 0F: 3 clusters Score -965808.4 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -967818.500000 Penalty: 4502.494141
	Iteration 1F: 3 clusters Score -967818.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -968145.625000 Penalty: 4502.494141
	Iteration 2F: 3 clusters Score -968145.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -968378.937500 Penalty: 4502.494141
	Iteration 3F: 3 clusters Score -968378.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -968577.937500 Penalty: 4502.494141
	Iteration 4Q: 3 clusters Score -968577.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -968753.750000 Penalty: 4502.494141
	Iteration 5Q: 3 clusters Score -968753.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -968898.437500 Penalty: 4502.494141
	Iteration 6Q: 3 clusters Score -968898.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -969054.937500 Penalty: 4502.494141
	Iteration 7Q: 3 clusters Score -969054.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -969197.500000 Penalty: 4502.494141
	Iteration 8Q: 3 clusters Score -969197.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -969345.437500 Penalty: 4502.494141
	Iteration 9Q: 3 clusters Score -969345.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -969479.750000 Penalty: 4502.494141
	Iteration 10Q: 3 clusters Score -969479.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -969603.125000 Penalty: 4502.494141
	Iteration 11Q: 3 clusters Score -969603.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -969723.500000 Penalty: 4502.494141
	Iteration 12Q: 3 clusters Score -969723.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -969832.375000 Penalty: 4502.494141
	Iteration 13Q: 3 clusters Score -969832.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -969900.687500 Penalty: 4502.494141
	Iteration 14Q: 3 clusters Score -969900.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -969959.125000 Penalty: 4502.494141
	Iteration 15Q: 3 clusters Score -969959.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -970010.687500 Penalty: 4502.494141
	Iteration 16Q: 3 clusters Score -970010.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -970052.625000 Penalty: 4502.494141
	Iteration 17Q: 3 clusters Score -970052.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -970092.375000 Penalty: 4502.494141
	Iteration 18Q: 3 clusters Score -970092.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -970118.375000 Penalty: 4502.494141
	Iteration 19Q: 3 clusters Score -970118.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -970137.937500 Penalty: 4502.494141
	Iteration 20F: 3 clusters Score -970137.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -970166.687500 Penalty: 4502.494141
	Iteration 21Q: 3 clusters Score -970166.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -970188.687500 Penalty: 4502.494141
	Iteration 22Q: 3 clusters Score -970188.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -970210.375000 Penalty: 4502.494141
	Iteration 23Q: 3 clusters Score -970210.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -970230.625000 Penalty: 4502.494141
	Iteration 24Q: 3 clusters Score -970230.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -970245.625000 Penalty: 4502.494141
	Iteration 25Q: 3 clusters Score -970245.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -970261.250000 Penalty: 4502.494141
	Iteration 26Q: 3 clusters Score -970261.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -970276.500000 Penalty: 4502.494141
	Iteration 27Q: 3 clusters Score -970276.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -970297.687500 Penalty: 4502.494141
	Iteration 28Q: 3 clusters Score -970297.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -970308.687500 Penalty: 4502.494141
	Iteration 29Q: 3 clusters Score -970308.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -970321.500000 Penalty: 4502.494141
	Iteration 30Q: 3 clusters Score -970321.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -970339.812500 Penalty: 4502.494141
	Iteration 31Q: 3 clusters Score -970339.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -970349.000000 Penalty: 4502.494141
	Iteration 32Q: 3 clusters Score -970349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -970360.437500 Penalty: 4502.494141
	Iteration 33Q: 3 clusters Score -970360.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -970369.937500 Penalty: 4502.494141
	Iteration 34Q: 3 clusters Score -970369.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -970377.375000 Penalty: 4502.494141
	Iteration 35Q: 3 clusters Score -970377.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -970386.687500 Penalty: 4502.494141
	Iteration 36Q: 3 clusters Score -970386.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -970391.687500 Penalty: 4502.494141
	Iteration 37Q: 3 clusters Score -970391.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -970401.437500 Penalty: 4502.494141
	Iteration 38Q: 3 clusters Score -970401.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -970412.562500 Penalty: 4502.494141
	Iteration 39Q: 3 clusters Score -970412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -970415.500000 Penalty: 4502.494141
	Iteration 40F: 3 clusters Score -970415.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -970423.937500 Penalty: 4502.494141
	Iteration 41Q: 3 clusters Score -970423.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -970430.250000 Penalty: 4502.494141
	Iteration 42Q: 3 clusters Score -970430.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -970433.312500 Penalty: 4502.494141
	Iteration 43Q: 3 clusters Score -970433.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -970438.500000 Penalty: 4502.494141
	Iteration 44Q: 3 clusters Score -970438.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -970440.687500 Penalty: 4502.494141
	Iteration 45Q: 3 clusters Score -970440.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -970443.687500 Penalty: 4502.494141
	Iteration 46Q: 3 clusters Score -970443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -970452.187500 Penalty: 4502.494141
	Iteration 47Q: 3 clusters Score -970452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -970456.312500 Penalty: 4502.494141
	Iteration 48Q: 3 clusters Score -970456.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -970465.500000 Penalty: 4502.494141
	Iteration 49Q: 3 clusters Score -970465.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -970479.812500 Penalty: 4502.494141
	Iteration 50Q: 3 clusters Score -970479.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -970482.437500 Penalty: 4502.494141
	Iteration 51Q: 3 clusters Score -970482.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -970483.187500 Penalty: 4502.494141
	Iteration 52Q: 3 clusters Score -970483.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -970493.187500 Penalty: 4502.494141
	Iteration 53Q: 3 clusters Score -970493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -970496.375000 Penalty: 4502.494141
	Iteration 54Q: 3 clusters Score -970496.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -970495.625000 Penalty: 4502.494141
	Iteration 55Q: 3 clusters Score -970495.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -970501.875000 Penalty: 4502.494141
	Iteration 56Q: 3 clusters Score -970501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -970505.187500 Penalty: 4502.494141
	Iteration 57Q: 3 clusters Score -970505.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -970511.062500 Penalty: 4502.494141
	Iteration 58Q: 3 clusters Score -970511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -970513.312500 Penalty: 4502.494141
	Iteration 59Q: 3 clusters Score -970513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -970516.437500 Penalty: 4502.494141
	Iteration 60F: 3 clusters Score -970516.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -970518.687500 Penalty: 4502.494141
	Iteration 61Q: 3 clusters Score -970518.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -970526.750000 Penalty: 4502.494141
	Iteration 62Q: 3 clusters Score -970526.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -970532.187500 Penalty: 4502.494141
	Iteration 63Q: 3 clusters Score -970532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -970537.562500 Penalty: 4502.494141
	Iteration 64Q: 3 clusters Score -970537.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -970542.687500 Penalty: 4502.494141
	Iteration 65Q: 3 clusters Score -970542.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -970546.937500 Penalty: 4502.494141
	Iteration 66Q: 3 clusters Score -970546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -970548.062500 Penalty: 4502.494141
	Iteration 67Q: 3 clusters Score -970548.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -970553.437500 Penalty: 4502.494141
	Iteration 68Q: 3 clusters Score -970553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -970557.187500 Penalty: 4502.494141
	Iteration 69Q: 3 clusters Score -970557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -970557.812500 Penalty: 4502.494141
	Iteration 70Q: 3 clusters Score -970557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -970559.875000 Penalty: 4502.494141
	Iteration 71Q: 3 clusters Score -970559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -970561.500000 Penalty: 4502.494141
	Iteration 72Q: 3 clusters Score -970561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -970563.812500 Penalty: 4502.494141
	Iteration 73Q: 3 clusters Score -970563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -970566.312500 Penalty: 4502.494141
	Iteration 74Q: 3 clusters Score -970566.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -970573.062500 Penalty: 4502.494141
	Iteration 75Q: 3 clusters Score -970573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -970578.000000 Penalty: 4502.494141
	Iteration 76Q: 3 clusters Score -970578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -970577.125000 Penalty: 4502.494141
	Iteration 77Q: 3 clusters Score -970577.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -970581.187500 Penalty: 4502.494141
	Iteration 78Q: 3 clusters Score -970581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -970583.937500 Penalty: 4502.494141
	Iteration 79Q: 3 clusters Score -970583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -970587.062500 Penalty: 4502.494141
	Iteration 80F: 3 clusters Score -970587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -970588.437500 Penalty: 4502.494141
	Iteration 81Q: 3 clusters Score -970588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -970589.750000 Penalty: 4502.494141
	Iteration 82Q: 3 clusters Score -970589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -970591.625000 Penalty: 4502.494141
	Iteration 83Q: 3 clusters Score -970591.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -970591.625000 Penalty: 4502.494141
	Iteration 84Q: 3 clusters Score -970591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -970598.687500 Penalty: 4502.494141
	Iteration 85Q: 3 clusters Score -970598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -970602.250000 Penalty: 4502.494141
	Iteration 86Q: 3 clusters Score -970602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -970602.062500 Penalty: 4502.494141
	Iteration 87Q: 3 clusters Score -970602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -970600.812500 Penalty: 4502.494141
	Iteration 88Q: 3 clusters Score -970600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -970607.312500 Penalty: 4502.494141
	Iteration 89Q: 3 clusters Score -970607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -970610.312500 Penalty: 4502.494141
	Iteration 90Q: 3 clusters Score -970610.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -970613.875000 Penalty: 4502.494141
	Iteration 91Q: 3 clusters Score -970613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -970615.250000 Penalty: 4502.494141
	Iteration 92Q: 3 clusters Score -970615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -970614.937500 Penalty: 4502.494141
	Iteration 93Q: 3 clusters Score -970614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -970618.750000 Penalty: 4502.494141
	Iteration 94Q: 3 clusters Score -970618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -970621.125000 Penalty: 4502.494141
	Iteration 95Q: 3 clusters Score -970621.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -970624.062500 Penalty: 4502.494141
	Iteration 96Q: 3 clusters Score -970624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -970627.562500 Penalty: 4502.494141
	Iteration 97Q: 3 clusters Score -970627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -970633.125000 Penalty: 4502.494141
	Iteration 98Q: 3 clusters Score -970633.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -970637.625000 Penalty: 4502.494141
	Iteration 99Q: 3 clusters Score -970637.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -970643.875000 Penalty: 4502.494141
	Iteration 100F: 3 clusters Score -970643.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -970647.062500 Penalty: 4502.494141
	Iteration 101Q: 3 clusters Score -970647.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -970656.437500 Penalty: 4502.494141
	Iteration 102Q: 3 clusters Score -970656.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -970664.562500 Penalty: 4502.494141
	Iteration 103Q: 3 clusters Score -970664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -970671.750000 Penalty: 4502.494141
	Iteration 104Q: 3 clusters Score -970671.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -970677.500000 Penalty: 4502.494141
	Iteration 105Q: 3 clusters Score -970677.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -970684.125000 Penalty: 4502.494141
	Iteration 106Q: 3 clusters Score -970684.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -970690.812500 Penalty: 4502.494141
	Iteration 107Q: 3 clusters Score -970690.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -970695.625000 Penalty: 4502.494141
	Iteration 108Q: 3 clusters Score -970695.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -970702.187500 Penalty: 4502.494141
	Iteration 109Q: 3 clusters Score -970702.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -970712.625000 Penalty: 4502.494141
	Iteration 110Q: 3 clusters Score -970712.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -970720.000000 Penalty: 4502.494141
	Iteration 111Q: 3 clusters Score -970720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -970724.000000 Penalty: 4502.494141
	Iteration 112Q: 3 clusters Score -970724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -970733.437500 Penalty: 4502.494141
	Iteration 113Q: 3 clusters Score -970733.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -970739.437500 Penalty: 4502.494141
	Iteration 114Q: 3 clusters Score -970739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -970743.937500 Penalty: 4502.494141
	Iteration 115Q: 3 clusters Score -970743.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -970752.250000 Penalty: 4502.494141
	Iteration 116Q: 3 clusters Score -970752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -970765.375000 Penalty: 4502.494141
	Iteration 117Q: 3 clusters Score -970765.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -970771.062500 Penalty: 4502.494141
	Iteration 118Q: 3 clusters Score -970771.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -970778.875000 Penalty: 4502.494141
	Iteration 119Q: 3 clusters Score -970778.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -970786.187500 Penalty: 4502.494141
	Iteration 120F: 3 clusters Score -970786.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -970799.062500 Penalty: 4502.494141
	Iteration 121Q: 3 clusters Score -970799.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -970809.687500 Penalty: 4502.494141
	Iteration 122Q: 3 clusters Score -970809.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -970815.937500 Penalty: 4502.494141
	Iteration 123Q: 3 clusters Score -970815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -970822.562500 Penalty: 4502.494141
	Iteration 124Q: 3 clusters Score -970822.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -970831.500000 Penalty: 4502.494141
	Iteration 125Q: 3 clusters Score -970831.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -970837.812500 Penalty: 4502.494141
	Iteration 126Q: 3 clusters Score -970837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -970837.250000 Penalty: 4502.494141
	Iteration 127Q: 3 clusters Score -970837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -970841.375000 Penalty: 4502.494141
	Iteration 128Q: 3 clusters Score -970841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -970846.750000 Penalty: 4502.494141
	Iteration 129Q: 3 clusters Score -970846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -970852.312500 Penalty: 4502.494141
	Iteration 130Q: 3 clusters Score -970852.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -970859.562500 Penalty: 4502.494141
	Iteration 131Q: 3 clusters Score -970859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -970864.937500 Penalty: 4502.494141
	Iteration 132Q: 3 clusters Score -970864.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -970873.812500 Penalty: 4502.494141
	Iteration 133Q: 3 clusters Score -970873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -970880.375000 Penalty: 4502.494141
	Iteration 134Q: 3 clusters Score -970880.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -970886.750000 Penalty: 4502.494141
	Iteration 135Q: 3 clusters Score -970886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -970896.062500 Penalty: 4502.494141
	Iteration 136Q: 3 clusters Score -970896.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -970907.062500 Penalty: 4502.494141
	Iteration 137Q: 3 clusters Score -970907.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -970912.187500 Penalty: 4502.494141
	Iteration 138Q: 3 clusters Score -970912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -970915.000000 Penalty: 4502.494141
	Iteration 139Q: 3 clusters Score -970915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -970919.562500 Penalty: 4502.494141
	Iteration 140F: 3 clusters Score -970919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -970922.250000 Penalty: 4502.494141
	Iteration 141Q: 3 clusters Score -970922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -970924.437500 Penalty: 4502.494141
	Iteration 142Q: 3 clusters Score -970924.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -970929.000000 Penalty: 4502.494141
	Iteration 143Q: 3 clusters Score -970929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -970932.312500 Penalty: 4502.494141
	Iteration 144Q: 3 clusters Score -970932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -970934.187500 Penalty: 4502.494141
	Iteration 145Q: 3 clusters Score -970934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -970936.812500 Penalty: 4502.494141
	Iteration 146Q: 3 clusters Score -970936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -970938.187500 Penalty: 4502.494141
	Iteration 147Q: 3 clusters Score -970938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -970938.687500 Penalty: 4502.494141
	Iteration 148Q: 3 clusters Score -970938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -970939.875000 Penalty: 4502.494141
	Iteration 149Q: 3 clusters Score -970939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -970939.562500 Penalty: 4502.494141
	Iteration 150Q: 3 clusters Score -970939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -970940.125000 Penalty: 4502.494141
	Iteration 151Q: 3 clusters Score -970940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -970940.125000 Penalty: 4502.494141
	Iteration 152F: 3 clusters Score -970940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -462836.656250 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -462836.7 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 2135 members 
Entering Unmasked Estep 
Score: -458771.156250 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -458771.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -459639.750000 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -459639.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -459829.281250 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -459829.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -459943.656250 Penalty: 4147.175781
	Iteration 3Q: 3 clusters Score -459943.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -460019.687500 Penalty: 4147.175781
	Iteration 4Q: 3 clusters Score -460019.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -460084.343750 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -460084.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -460127.843750 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -460127.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -460168.187500 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -460168.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -460203.593750 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -460203.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -460256.000000 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -460256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -460294.125000 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -460294.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -460335.750000 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -460335.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -460381.718750 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -460381.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -460421.812500 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -460421.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -460464.375000 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -460464.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -460510.968750 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -460511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -460550.656250 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -460550.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -460584.250000 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -460584.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -460624.718750 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -460624.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -460670.718750 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -460670.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -460707.406250 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -460707.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -460746.968750 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -460747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -460786.093750 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -460786.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -460826.031250 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -460826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -460871.187500 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -460871.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -460914.562500 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -460914.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -460947.812500 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -460947.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -460980.031250 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -460980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -461003.968750 Penalty: 4147.175781
	Iteration 28Q: 3 clusters Score -461004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -461023.375000 Penalty: 4147.175781
	Iteration 29Q: 3 clusters Score -461023.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -461045.156250 Penalty: 4147.175781
	Iteration 30Q: 3 clusters Score -461045.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -461059.875000 Penalty: 4147.175781
	Iteration 31Q: 3 clusters Score -461059.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -461077.406250 Penalty: 4147.175781
	Iteration 32Q: 3 clusters Score -461077.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -461093.875000 Penalty: 4147.175781
	Iteration 33Q: 3 clusters Score -461093.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -461110.093750 Penalty: 4147.175781
	Iteration 34Q: 3 clusters Score -461110.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -461122.187500 Penalty: 4147.175781
	Iteration 35Q: 3 clusters Score -461122.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -461136.531250 Penalty: 4147.175781
	Iteration 36Q: 3 clusters Score -461136.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -461147.406250 Penalty: 4147.175781
	Iteration 37Q: 3 clusters Score -461147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -461153.593750 Penalty: 4147.175781
	Iteration 38Q: 3 clusters Score -461153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -461159.781250 Penalty: 4147.175781
	Iteration 39Q: 3 clusters Score -461159.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -461168.125000 Penalty: 4147.175781
	Iteration 40F: 3 clusters Score -461168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -461172.187500 Penalty: 4147.175781
	Iteration 41Q: 3 clusters Score -461172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -461174.718750 Penalty: 4147.175781
	Iteration 42Q: 3 clusters Score -461174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -461177.343750 Penalty: 4147.175781
	Iteration 43Q: 3 clusters Score -461177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -461179.750000 Penalty: 4147.175781
	Iteration 44Q: 3 clusters Score -461179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -461184.437500 Penalty: 4147.175781
	Iteration 45Q: 3 clusters Score -461184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -461192.468750 Penalty: 4147.175781
	Iteration 46Q: 3 clusters Score -461192.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -461201.218750 Penalty: 4147.175781
	Iteration 47Q: 3 clusters Score -461201.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -461211.156250 Penalty: 4147.175781
	Iteration 48Q: 3 clusters Score -461211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -461215.656250 Penalty: 4147.175781
	Iteration 49Q: 3 clusters Score -461215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -461221.343750 Penalty: 4147.175781
	Iteration 50Q: 3 clusters Score -461221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -461227.000000 Penalty: 4147.175781
	Iteration 51Q: 3 clusters Score -461227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -461230.250000 Penalty: 4147.175781
	Iteration 52Q: 3 clusters Score -461230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -461234.906250 Penalty: 4147.175781
	Iteration 53Q: 3 clusters Score -461234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -461239.125000 Penalty: 4147.175781
	Iteration 54Q: 3 clusters Score -461239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -461242.656250 Penalty: 4147.175781
	Iteration 55Q: 3 clusters Score -461242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -461244.968750 Penalty: 4147.175781
	Iteration 56Q: 3 clusters Score -461245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -461250.343750 Penalty: 4147.175781
	Iteration 57Q: 3 clusters Score -461250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -461251.531250 Penalty: 4147.175781
	Iteration 58Q: 3 clusters Score -461251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -461253.375000 Penalty: 4147.175781
	Iteration 59Q: 3 clusters Score -461253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -461253.375000 Penalty: 4147.175781
	Iteration 60F: 3 clusters Score -461253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -461254.125000 Penalty: 4147.175781
	Iteration 61Q: 3 clusters Score -461254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -461255.250000 Penalty: 4147.175781
	Iteration 62Q: 3 clusters Score -461255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -461256.656250 Penalty: 4147.175781
	Iteration 63Q: 3 clusters Score -461256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -461259.093750 Penalty: 4147.175781
	Iteration 64Q: 3 clusters Score -461259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -461261.437500 Penalty: 4147.175781
	Iteration 65Q: 3 clusters Score -461261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -461263.812500 Penalty: 4147.175781
	Iteration 66Q: 3 clusters Score -461263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -461265.375000 Penalty: 4147.175781
	Iteration 67Q: 3 clusters Score -461265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -461265.812500 Penalty: 4147.175781
	Iteration 68Q: 3 clusters Score -461265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -461265.562500 Penalty: 4147.175781
	Iteration 69Q: 3 clusters Score -461265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -461265.562500 Penalty: 4147.175781
	Iteration 70F: 3 clusters Score -461265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34275.984375 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34275.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32910.582031 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -32910.58 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33110.984375 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33110.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33221.214844 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -33221.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33324.593750 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -33324.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33426.582031 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33426.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33566.082031 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33566.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33832.921875 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -33832.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33909.789062 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -33909.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33931.898438 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -33931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33950.246094 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -33950.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33953.765625 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -33953.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33955.550781 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -33955.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33955.550781 Penalty: 2955.378662
	Iteration 12F: 3 clusters Score -33955.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -480346.343750 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -480346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -476192.875000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -476192.9 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -477226.250000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -477226.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -477532.531250 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -477532.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -477769.281250 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -477769.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -477989.781250 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -477989.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -478149.906250 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -478149.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -478263.781250 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -478263.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -478339.656250 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -478339.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -478401.500000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -478401.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -478447.656250 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -478447.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -478486.593750 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -478486.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -478530.656250 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -478530.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -478571.437500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -478571.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -478607.062500 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -478607.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -478635.968750 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -478636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -478663.031250 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -478663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -478685.437500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -478685.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -478709.125000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -478709.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -478727.312500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -478727.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -478742.468750 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -478742.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -478765.156250 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -478765.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -478782.593750 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -478782.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -478797.968750 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -478798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -478807.468750 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -478807.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -478817.750000 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -478817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -478823.062500 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -478823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -478827.000000 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -478827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -478827.312500 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -478827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -478829.406250 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -478829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -478829.531250 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -478829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -478829.531250 Penalty: 4160.106934
	Iteration 30F: 3 clusters Score -478829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Entering Unmasked Estep 
Score: -1377929.250000 Penalty: 2351.906250
	Iteration 0F: 2 clusters Score -1377929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1368299.000000 Penalty: 4703.812500
	Iteration 0F: 3 clusters Score -1368299 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1371471.250000 Penalty: 4703.812500
	Iteration 1F: 3 clusters Score -1371471 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1371895.375000 Penalty: 4703.812500
	Iteration 2F: 3 clusters Score -1371895 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1372266.875000 Penalty: 4703.812500
	Iteration 3F: 3 clusters Score -1372267 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1372601.125000 Penalty: 4703.812500
	Iteration 4Q: 3 clusters Score -1372601 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1372900.125000 Penalty: 4703.812500
	Iteration 5Q: 3 clusters Score -1372900 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1373208.500000 Penalty: 4703.812500
	Iteration 6Q: 3 clusters Score -1373208 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1373533.875000 Penalty: 4703.812500
	Iteration 7Q: 3 clusters Score -1373534 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1373916.750000 Penalty: 4703.812500
	Iteration 8Q: 3 clusters Score -1373917 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1374308.250000 Penalty: 4703.812500
	Iteration 9Q: 3 clusters Score -1374308 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1374688.375000 Penalty: 4703.812500
	Iteration 10Q: 3 clusters Score -1374688 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1375027.875000 Penalty: 4703.812500
	Iteration 11Q: 3 clusters Score -1375028 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1375334.875000 Penalty: 4703.812500
	Iteration 12Q: 3 clusters Score -1375335 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1375573.000000 Penalty: 4703.812500
	Iteration 13Q: 3 clusters Score -1375573 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1375749.625000 Penalty: 4703.812500
	Iteration 14Q: 3 clusters Score -1375750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1375840.375000 Penalty: 4703.812500
	Iteration 15Q: 3 clusters Score -1375840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1375919.625000 Penalty: 4703.812500
	Iteration 16Q: 3 clusters Score -1375920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1375970.875000 Penalty: 4703.812500
	Iteration 17Q: 3 clusters Score -1375971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1376007.125000 Penalty: 4703.812500
	Iteration 18Q: 3 clusters Score -1376007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1376023.000000 Penalty: 4703.812500
	Iteration 19Q: 3 clusters Score -1376023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1376053.625000 Penalty: 4703.812500
	Iteration 20F: 3 clusters Score -1376054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1376067.875000 Penalty: 4703.812500
	Iteration 21Q: 3 clusters Score -1376068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1376076.750000 Penalty: 4703.812500
	Iteration 22Q: 3 clusters Score -1376077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1376084.750000 Penalty: 4703.812500
	Iteration 23Q: 3 clusters Score -1376085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1376088.250000 Penalty: 4703.812500
	Iteration 24Q: 3 clusters Score -1376088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1376089.250000 Penalty: 4703.812500
	Iteration 25Q: 3 clusters Score -1376089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1376091.375000 Penalty: 4703.812500
	Iteration 26Q: 3 clusters Score -1376091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1376097.750000 Penalty: 4703.812500
	Iteration 27Q: 3 clusters Score -1376098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1376097.750000 Penalty: 4703.812500
	Iteration 28F: 3 clusters Score -1376098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -578387.000000 Penalty: 2120.315918
	Iteration 0F: 2 clusters Score -578387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -573731.937500 Penalty: 4240.631836
	Iteration 0F: 3 clusters Score -573731.9 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -574852.312500 Penalty: 4240.631836
	Iteration 1F: 3 clusters Score -574852.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -575048.687500 Penalty: 4240.631836
	Iteration 2F: 3 clusters Score -575048.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -575170.687500 Penalty: 4240.631836
	Iteration 3Q: 3 clusters Score -575170.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -575261.375000 Penalty: 4240.631836
	Iteration 4Q: 3 clusters Score -575261.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -575336.937500 Penalty: 4240.631836
	Iteration 5Q: 3 clusters Score -575336.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -575402.062500 Penalty: 4240.631836
	Iteration 6Q: 3 clusters Score -575402.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -575447.875000 Penalty: 4240.631836
	Iteration 7Q: 3 clusters Score -575447.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -575493.000000 Penalty: 4240.631836
	Iteration 8Q: 3 clusters Score -575493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -575539.187500 Penalty: 4240.631836
	Iteration 9Q: 3 clusters Score -575539.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -575582.125000 Penalty: 4240.631836
	Iteration 10Q: 3 clusters Score -575582.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -575615.687500 Penalty: 4240.631836
	Iteration 11Q: 3 clusters Score -575615.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -575650.125000 Penalty: 4240.631836
	Iteration 12Q: 3 clusters Score -575650.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -575676.812500 Penalty: 4240.631836
	Iteration 13Q: 3 clusters Score -575676.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -575701.125000 Penalty: 4240.631836
	Iteration 14Q: 3 clusters Score -575701.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -575730.125000 Penalty: 4240.631836
	Iteration 15Q: 3 clusters Score -575730.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -575762.437500 Penalty: 4240.631836
	Iteration 16Q: 3 clusters Score -575762.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -575792.875000 Penalty: 4240.631836
	Iteration 17Q: 3 clusters Score -575792.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -575825.375000 Penalty: 4240.631836
	Iteration 18Q: 3 clusters Score -575825.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -575870.687500 Penalty: 4240.631836
	Iteration 19Q: 3 clusters Score -575870.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -575918.562500 Penalty: 4240.631836
	Iteration 20F: 3 clusters Score -575918.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -575963.750000 Penalty: 4240.631836
	Iteration 21Q: 3 clusters Score -575963.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -576015.062500 Penalty: 4240.631836
	Iteration 22Q: 3 clusters Score -576015.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -576067.250000 Penalty: 4240.631836
	Iteration 23Q: 3 clusters Score -576067.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -576124.687500 Penalty: 4240.631836
	Iteration 24Q: 3 clusters Score -576124.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -576190.937500 Penalty: 4240.631836
	Iteration 25Q: 3 clusters Score -576190.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -576257.125000 Penalty: 4240.631836
	Iteration 26Q: 3 clusters Score -576257.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -576315.812500 Penalty: 4240.631836
	Iteration 27Q: 3 clusters Score -576315.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -576355.562500 Penalty: 4240.631836
	Iteration 28Q: 3 clusters Score -576355.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -576387.875000 Penalty: 4240.631836
	Iteration 29Q: 3 clusters Score -576387.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -576412.000000 Penalty: 4240.631836
	Iteration 30Q: 3 clusters Score -576412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -576435.000000 Penalty: 4240.631836
	Iteration 31Q: 3 clusters Score -576435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -576454.187500 Penalty: 4240.631836
	Iteration 32Q: 3 clusters Score -576454.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -576473.187500 Penalty: 4240.631836
	Iteration 33Q: 3 clusters Score -576473.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -576483.750000 Penalty: 4240.631836
	Iteration 34Q: 3 clusters Score -576483.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -576496.750000 Penalty: 4240.631836
	Iteration 35Q: 3 clusters Score -576496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -576510.562500 Penalty: 4240.631836
	Iteration 36Q: 3 clusters Score -576510.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -576524.312500 Penalty: 4240.631836
	Iteration 37Q: 3 clusters Score -576524.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -576528.187500 Penalty: 4240.631836
	Iteration 38Q: 3 clusters Score -576528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -576532.250000 Penalty: 4240.631836
	Iteration 39Q: 3 clusters Score -576532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -576538.750000 Penalty: 4240.631836
	Iteration 40F: 3 clusters Score -576538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -576543.250000 Penalty: 4240.631836
	Iteration 41Q: 3 clusters Score -576543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -576547.562500 Penalty: 4240.631836
	Iteration 42Q: 3 clusters Score -576547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -576547.437500 Penalty: 4240.631836
	Iteration 43Q: 3 clusters Score -576547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -576549.500000 Penalty: 4240.631836
	Iteration 44Q: 3 clusters Score -576549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -576552.312500 Penalty: 4240.631836
	Iteration 45Q: 3 clusters Score -576552.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -576556.937500 Penalty: 4240.631836
	Iteration 46Q: 3 clusters Score -576556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -576568.125000 Penalty: 4240.631836
	Iteration 47Q: 3 clusters Score -576568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -576576.250000 Penalty: 4240.631836
	Iteration 48Q: 3 clusters Score -576576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -576582.937500 Penalty: 4240.631836
	Iteration 49Q: 3 clusters Score -576582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -576589.000000 Penalty: 4240.631836
	Iteration 50Q: 3 clusters Score -576589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -576592.250000 Penalty: 4240.631836
	Iteration 51Q: 3 clusters Score -576592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -576595.812500 Penalty: 4240.631836
	Iteration 52Q: 3 clusters Score -576595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -576600.062500 Penalty: 4240.631836
	Iteration 53Q: 3 clusters Score -576600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -576604.187500 Penalty: 4240.631836
	Iteration 54Q: 3 clusters Score -576604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -576607.312500 Penalty: 4240.631836
	Iteration 55Q: 3 clusters Score -576607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -576609.437500 Penalty: 4240.631836
	Iteration 56Q: 3 clusters Score -576609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -576612.812500 Penalty: 4240.631836
	Iteration 57Q: 3 clusters Score -576612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -576615.000000 Penalty: 4240.631836
	Iteration 58Q: 3 clusters Score -576615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -576615.000000 Penalty: 4240.631836
	Iteration 59F: 3 clusters Score -576615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Entering Unmasked Estep 
Score: -3654000.250000 Penalty: 2578.477051
	Iteration 0F: 2 clusters Score -3654000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3631762.500000 Penalty: 5156.954102
	Iteration 0F: 3 clusters Score -3631762 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3639882.250000 Penalty: 5156.954102
	Iteration 1F: 3 clusters Score -3639882 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3640505.750000 Penalty: 5156.954102
	Iteration 2Q: 3 clusters Score -3640506 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3641061.250000 Penalty: 5156.954102
	Iteration 3Q: 3 clusters Score -3641061 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3641740.000000 Penalty: 5156.954102
	Iteration 4Q: 3 clusters Score -3641740 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3642560.750000 Penalty: 5156.954102
	Iteration 5Q: 3 clusters Score -3642561 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3643652.250000 Penalty: 5156.954102
	Iteration 6F: 3 clusters Score -3643652 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3645072.750000 Penalty: 5156.954102
	Iteration 7F: 3 clusters Score -3645073 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3646712.250000 Penalty: 5156.954102
	Iteration 8F: 3 clusters Score -3646712 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3648432.750000 Penalty: 5156.954102
	Iteration 9F: 3 clusters Score -3648433 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3649743.000000 Penalty: 5156.954102
	Iteration 10Q: 3 clusters Score -3649743 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3650574.000000 Penalty: 5156.954102
	Iteration 11Q: 3 clusters Score -3650574 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3651141.750000 Penalty: 5156.954102
	Iteration 12Q: 3 clusters Score -3651142 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3651482.000000 Penalty: 5156.954102
	Iteration 13Q: 3 clusters Score -3651482 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3651710.500000 Penalty: 5156.954102
	Iteration 14Q: 3 clusters Score -3651710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -3651895.750000 Penalty: 5156.954102
	Iteration 15Q: 3 clusters Score -3651896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3651990.500000 Penalty: 5156.954102
	Iteration 16Q: 3 clusters Score -3651990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3652034.250000 Penalty: 5156.954102
	Iteration 17Q: 3 clusters Score -3652034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3652066.500000 Penalty: 5156.954102
	Iteration 18Q: 3 clusters Score -3652066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -3652076.500000 Penalty: 5156.954102
	Iteration 19Q: 3 clusters Score -3652076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3652089.000000 Penalty: 5156.954102
	Iteration 20F: 3 clusters Score -3652089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -3652091.250000 Penalty: 5156.954102
	Iteration 21Q: 3 clusters Score -3652091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3652095.750000 Penalty: 5156.954102
	Iteration 22Q: 3 clusters Score -3652096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -3652096.250000 Penalty: 5156.954102
	Iteration 23Q: 3 clusters Score -3652096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3652105.750000 Penalty: 5156.954102
	Iteration 24Q: 3 clusters Score -3652106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3652102.500000 Penalty: 5156.954102
	Iteration 25Q: 3 clusters Score -3652102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -3652102.750000 Penalty: 5156.954102
	Iteration 26Q: 3 clusters Score -3652103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3652105.500000 Penalty: 5156.954102
	Iteration 27Q: 3 clusters Score -3652106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3652106.250000 Penalty: 5156.954102
	Iteration 28Q: 3 clusters Score -3652106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3652106.500000 Penalty: 5156.954102
	Iteration 29Q: 3 clusters Score -3652106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3652107.500000 Penalty: 5156.954102
	Iteration 30Q: 3 clusters Score -3652108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3652107.250000 Penalty: 5156.954102
	Iteration 31Q: 3 clusters Score -3652107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3652107.250000 Penalty: 5156.954102
	Iteration 32F: 3 clusters Score -3652107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Entering Unmasked Estep 
Score: -1785509.000000 Penalty: 2394.271484
	Iteration 0F: 2 clusters Score -1785509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1774327.125000 Penalty: 4788.542969
	Iteration 0F: 3 clusters Score -1774327 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1777751.750000 Penalty: 4788.542969
	Iteration 1F: 3 clusters Score -1777752 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1778080.750000 Penalty: 4788.542969
	Iteration 2F: 3 clusters Score -1778081 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1778310.500000 Penalty: 4788.542969
	Iteration 3Q: 3 clusters Score -1778310 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1778506.375000 Penalty: 4788.542969
	Iteration 4Q: 3 clusters Score -1778506 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1778701.625000 Penalty: 4788.542969
	Iteration 5Q: 3 clusters Score -1778702 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1778921.875000 Penalty: 4788.542969
	Iteration 6Q: 3 clusters Score -1778922 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1779213.500000 Penalty: 4788.542969
	Iteration 7Q: 3 clusters Score -1779214 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1779665.000000 Penalty: 4788.542969
	Iteration 8Q: 3 clusters Score -1779665 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1780313.250000 Penalty: 4788.542969
	Iteration 9F: 3 clusters Score -1780313 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1781036.125000 Penalty: 4788.542969
	Iteration 10F: 3 clusters Score -1781036 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1781716.500000 Penalty: 4788.542969
	Iteration 11F: 3 clusters Score -1781716 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1782282.500000 Penalty: 4788.542969
	Iteration 12Q: 3 clusters Score -1782282 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1782747.125000 Penalty: 4788.542969
	Iteration 13Q: 3 clusters Score -1782747 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1783054.000000 Penalty: 4788.542969
	Iteration 14Q: 3 clusters Score -1783054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1783225.625000 Penalty: 4788.542969
	Iteration 15Q: 3 clusters Score -1783226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1783322.875000 Penalty: 4788.542969
	Iteration 16Q: 3 clusters Score -1783323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1783381.625000 Penalty: 4788.542969
	Iteration 17Q: 3 clusters Score -1783382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1783422.125000 Penalty: 4788.542969
	Iteration 18Q: 3 clusters Score -1783422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1783458.125000 Penalty: 4788.542969
	Iteration 19Q: 3 clusters Score -1783458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1783485.250000 Penalty: 4788.542969
	Iteration 20F: 3 clusters Score -1783485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1783497.625000 Penalty: 4788.542969
	Iteration 21Q: 3 clusters Score -1783498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1783516.500000 Penalty: 4788.542969
	Iteration 22Q: 3 clusters Score -1783516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1783536.375000 Penalty: 4788.542969
	Iteration 23Q: 3 clusters Score -1783536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1783557.250000 Penalty: 4788.542969
	Iteration 24Q: 3 clusters Score -1783557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1783564.625000 Penalty: 4788.542969
	Iteration 25Q: 3 clusters Score -1783565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1783571.125000 Penalty: 4788.542969
	Iteration 26Q: 3 clusters Score -1783571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1783570.500000 Penalty: 4788.542969
	Iteration 27Q: 3 clusters Score -1783570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1783570.500000 Penalty: 4788.542969
	Iteration 28F: 3 clusters Score -1783570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24170.679688 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24170.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24341.046875 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24341.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24405.740234 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24405.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24437.740234 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24437.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24453.072266 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24453.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24459.078125 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24459.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24459.078125 Penalty: 2815.669922
	Iteration 6F: 3 clusters Score -24459.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -52143.898438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -52143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50647.394531 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -50647.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50814.468750 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -50814.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50882.621094 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -50882.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50913.843750 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -50913.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50949.851562 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -50949.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50984.769531 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -50984.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51022.910156 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -51022.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51049.535156 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -51049.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51076.652344 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -51076.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51119.453125 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -51119.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51144.285156 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -51144.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51157.925781 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -51157.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51160.671875 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -51160.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51162.917969 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -51162.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51165.917969 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -51165.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51167.960938 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -51167.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51172.023438 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -51172.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51177.214844 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -51177.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51179.144531 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -51179.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51179.144531 Penalty: 3099.029297
	Iteration 19F: 3 clusters Score -51179.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Entering Unmasked Estep 
Score: -12307784.000000 Penalty: 2875.864502
	Iteration 0F: 2 clusters Score -1.230778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -12235282.000000 Penalty: 5751.729004
	Iteration 0F: 3 clusters Score -1.223528e+07 nChanged 51283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -12264386.000000 Penalty: 5751.729004
	Iteration 1F: 3 clusters Score -1.226439e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -12265160.000000 Penalty: 5751.729004
	Iteration 2Q: 3 clusters Score -1.226516e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -12265820.000000 Penalty: 5751.729004
	Iteration 3Q: 3 clusters Score -1.226582e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -12266551.000000 Penalty: 5751.729004
	Iteration 4Q: 3 clusters Score -1.226655e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -12267605.000000 Penalty: 5751.729004
	Iteration 5Q: 3 clusters Score -1.22676e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -12269251.000000 Penalty: 5751.729004
	Iteration 6Q: 3 clusters Score -1.226925e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -12271880.000000 Penalty: 5751.729004
	Iteration 7F: 3 clusters Score -1.227188e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -12276421.000000 Penalty: 5751.729004
	Iteration 8F: 3 clusters Score -1.227642e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -12283294.000000 Penalty: 5751.729004
	Iteration 9F: 3 clusters Score -1.228329e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -12291717.000000 Penalty: 5751.729004
	Iteration 10F: 3 clusters Score -1.229172e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -12298835.000000 Penalty: 5751.729004
	Iteration 11F: 3 clusters Score -1.229884e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -12302761.000000 Penalty: 5751.729004
	Iteration 12Q: 3 clusters Score -1.230276e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -12304425.000000 Penalty: 5751.729004
	Iteration 13Q: 3 clusters Score -1.230442e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -12304946.000000 Penalty: 5751.729004
	Iteration 14Q: 3 clusters Score -1.230495e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -12305115.000000 Penalty: 5751.729004
	Iteration 15Q: 3 clusters Score -1.230512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -12305177.000000 Penalty: 5751.729004
	Iteration 16Q: 3 clusters Score -1.230518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -12305192.000000 Penalty: 5751.729004
	Iteration 17Q: 3 clusters Score -1.230519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -12305216.000000 Penalty: 5751.729004
	Iteration 18Q: 3 clusters Score -1.230522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -12305241.000000 Penalty: 5751.729004
	Iteration 19Q: 3 clusters Score -1.230524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -12305246.000000 Penalty: 5751.729004
	Iteration 20F: 3 clusters Score -1.230525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -12305254.000000 Penalty: 5751.729004
	Iteration 21Q: 3 clusters Score -1.230525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -12305271.000000 Penalty: 5751.729004
	Iteration 22Q: 3 clusters Score -1.230527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -12305275.000000 Penalty: 5751.729004
	Iteration 23Q: 3 clusters Score -1.230528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -12305281.000000 Penalty: 5751.729004
	Iteration 24Q: 3 clusters Score -1.230528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -12305281.000000 Penalty: 5751.729004
	Iteration 25F: 3 clusters Score -1.230528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127690.906250 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127690.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128008.398438 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -128008.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128076.367188 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128076.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128115.585938 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128115.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128151.320312 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128151.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128178.539062 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128197.062500 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128208.828125 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128219.054688 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -128219.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128234.648438 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -128234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128250.296875 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -128250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128271.437500 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -128271.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128278.523438 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -128278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128281.976562 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -128282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128286.648438 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -128286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128287.015625 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -128287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128287.015625 Penalty: 3510.020264
	Iteration 16F: 3 clusters Score -128287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Entering Unmasked Estep 
Score: -2079446.125000 Penalty: 2439.675537
	Iteration 0F: 2 clusters Score -2079446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2066310.000000 Penalty: 4879.351074
	Iteration 0F: 3 clusters Score -2066310 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2071102.750000 Penalty: 4879.351074
	Iteration 1F: 3 clusters Score -2071103 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2072255.875000 Penalty: 4879.351074
	Iteration 2F: 3 clusters Score -2072256 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2073773.750000 Penalty: 4879.351074
	Iteration 3F: 3 clusters Score -2073774 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2075473.500000 Penalty: 4879.351074
	Iteration 4F: 3 clusters Score -2075474 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2077057.625000 Penalty: 4879.351074
	Iteration 5F: 3 clusters Score -2077058 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2078146.000000 Penalty: 4879.351074
	Iteration 6F: 3 clusters Score -2078146 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2078720.000000 Penalty: 4879.351074
	Iteration 7Q: 3 clusters Score -2078720 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2078953.500000 Penalty: 4879.351074
	Iteration 8Q: 3 clusters Score -2078954 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2079023.000000 Penalty: 4879.351074
	Iteration 9Q: 3 clusters Score -2079023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2079064.375000 Penalty: 4879.351074
	Iteration 10Q: 3 clusters Score -2079064 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2079084.000000 Penalty: 4879.351074
	Iteration 11Q: 3 clusters Score -2079084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2079107.375000 Penalty: 4879.351074
	Iteration 12Q: 3 clusters Score -2079107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2079107.750000 Penalty: 4879.351074
	Iteration 13Q: 3 clusters Score -2079108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2079115.000000 Penalty: 4879.351074
	Iteration 14Q: 3 clusters Score -2079115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2079120.750000 Penalty: 4879.351074
	Iteration 15Q: 3 clusters Score -2079121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2079116.125000 Penalty: 4879.351074
	Iteration 16Q: 3 clusters Score -2079116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2079120.875000 Penalty: 4879.351074
	Iteration 17Q: 3 clusters Score -2079121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2079124.625000 Penalty: 4879.351074
	Iteration 18Q: 3 clusters Score -2079125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2079124.000000 Penalty: 4879.351074
	Iteration 19Q: 3 clusters Score -2079124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2079122.250000 Penalty: 4879.351074
	Iteration 20F: 3 clusters Score -2079122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2079125.125000 Penalty: 4879.351074
	Iteration 21Q: 3 clusters Score -2079125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2079125.750000 Penalty: 4879.351074
	Iteration 22Q: 3 clusters Score -2079126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2079124.625000 Penalty: 4879.351074
	Iteration 23Q: 3 clusters Score -2079125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2079127.125000 Penalty: 4879.351074
	Iteration 24Q: 3 clusters Score -2079127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2079127.125000 Penalty: 4879.351074
	Iteration 25Q: 3 clusters Score -2079127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2079127.125000 Penalty: 4879.351074
	Iteration 26Q: 3 clusters Score -2079127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2079125.125000 Penalty: 4879.351074
	Iteration 27Q: 3 clusters Score -2079125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2079130.750000 Penalty: 4879.351074
	Iteration 28Q: 3 clusters Score -2079131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2079129.875000 Penalty: 4879.351074
	Iteration 29Q: 3 clusters Score -2079130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2079131.625000 Penalty: 4879.351074
	Iteration 30Q: 3 clusters Score -2079132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2079133.250000 Penalty: 4879.351074
	Iteration 31Q: 3 clusters Score -2079133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2079131.750000 Penalty: 4879.351074
	Iteration 32Q: 3 clusters Score -2079132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2079133.000000 Penalty: 4879.351074
	Iteration 33Q: 3 clusters Score -2079133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2079130.875000 Penalty: 4879.351074
	Iteration 34Q: 3 clusters Score -2079131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2079132.125000 Penalty: 4879.351074
	Iteration 35Q: 3 clusters Score -2079132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2079132.625000 Penalty: 4879.351074
	Iteration 36Q: 3 clusters Score -2079133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2079135.000000 Penalty: 4879.351074
	Iteration 37Q: 3 clusters Score -2079135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2079135.000000 Penalty: 4879.351074
	Iteration 38F: 3 clusters Score -2079135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -592327.812500 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -592327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -587325.312500 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -587325.3 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -588743.937500 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -588743.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -589097.750000 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -589097.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -589406.437500 Penalty: 4309.890625
	Iteration 3F: 3 clusters Score -589406.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -589720.125000 Penalty: 4309.890625
	Iteration 4F: 3 clusters Score -589720.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -590016.312500 Penalty: 4309.890625
	Iteration 5F: 3 clusters Score -590016.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -590281.062500 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -590281.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -590520.437500 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -590520.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -590683.562500 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -590683.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -590805.875000 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -590805.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -590893.562500 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -590893.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -590966.500000 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -590966.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -591010.187500 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -591010.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -591044.187500 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -591044.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -591071.375000 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -591071.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -591094.562500 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -591094.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -591123.875000 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -591123.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -591151.500000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -591151.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -591174.250000 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -591174.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -591192.375000 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -591192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -591201.562500 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -591201.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -591208.062500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -591208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -591210.812500 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -591210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -591213.875000 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -591213.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -591221.312500 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -591221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -591224.500000 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -591224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -591229.750000 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -591229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -591234.187500 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -591234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -591237.375000 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -591237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -591240.625000 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -591240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -591244.250000 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -591244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -591246.812500 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -591246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -591249.125000 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -591249.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -591251.500000 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -591251.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -591253.812500 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -591253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -591257.500000 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -591257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -591261.062500 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -591261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -591266.812500 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -591266.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -591268.812500 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -591268.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -591272.000000 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -591272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -591275.437500 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -591275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -591276.187500 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -591276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -591276.000000 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -591276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -591278.125000 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -591278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -591280.250000 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -591280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -591282.500000 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -591282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -591286.625000 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -591286.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -591290.125000 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -591290.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -591296.500000 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -591296.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -591303.875000 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -591303.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -591311.750000 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -591311.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -591319.500000 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -591319.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -591329.875000 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -591329.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -591342.687500 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -591342.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -591350.875000 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -591350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -591357.312500 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -591357.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -591368.812500 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -591368.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -591376.437500 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -591376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -591378.437500 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -591378.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -591379.437500 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -591379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -591380.812500 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -591380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -591382.187500 Penalty: 4309.890625
	Iteration 61Q: 3 clusters Score -591382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -591381.750000 Penalty: 4309.890625
	Iteration 62Q: 3 clusters Score -591381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -591382.750000 Penalty: 4309.890625
	Iteration 63Q: 3 clusters Score -591382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -591382.750000 Penalty: 4309.890625
	Iteration 64F: 3 clusters Score -591382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343450 members 
Entering Unmasked Estep 
Score: -38626932.000000 Penalty: 3161.205566
	Iteration 0F: 2 clusters Score -3.862693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 171637 members 
Entering Unmasked Estep 
Score: -38427916.000000 Penalty: 6322.411133
	Iteration 0F: 3 clusters Score -3.842792e+07 nChanged 166750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177211 members 
Mstep: Class 2 contains 166239 members 
Entering Unmasked Estep 
Score: -38527004.000000 Penalty: 6322.411133
	Iteration 1F: 3 clusters Score -3.8527e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180056 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -38528424.000000 Penalty: 6322.411133
	Iteration 2Q: 3 clusters Score -3.852842e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -38530464.000000 Penalty: 6322.411133
	Iteration 3Q: 3 clusters Score -3.853046e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191706 members 
Mstep: Class 2 contains 151744 members 
Entering Unmasked Estep 
Score: -38533092.000000 Penalty: 6322.411133
	Iteration 4Q: 3 clusters Score -3.853309e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202570 members 
Mstep: Class 2 contains 140880 members 
Entering Unmasked Estep 
Score: -38537860.000000 Penalty: 6322.411133
	Iteration 5Q: 3 clusters Score -3.853786e+07 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218613 members 
Mstep: Class 2 contains 124837 members 
Entering Unmasked Estep 
Score: -38546644.000000 Penalty: 6322.411133
	Iteration 6F: 3 clusters Score -3.854664e+07 nChanged 22685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240844 members 
Mstep: Class 2 contains 102606 members 
Entering Unmasked Estep 
Score: -38561716.000000 Penalty: 6322.411133
	Iteration 7F: 3 clusters Score -3.856172e+07 nChanged 28041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268739 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -38584924.000000 Penalty: 6322.411133
	Iteration 8F: 3 clusters Score -3.858492e+07 nChanged 29112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297835 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -38608104.000000 Penalty: 6322.411133
	Iteration 9F: 3 clusters Score -3.86081e+07 nChanged 23320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321153 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -38619792.000000 Penalty: 6322.411133
	Iteration 10F: 3 clusters Score -3.861979e+07 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334569 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -38623512.000000 Penalty: 6322.411133
	Iteration 11Q: 3 clusters Score -3.862351e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340163 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -38623768.000000 Penalty: 6322.411133
	Iteration 12Q: 3 clusters Score -3.862377e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342129 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -38623984.000000 Penalty: 6322.411133
	Iteration 13Q: 3 clusters Score -3.862398e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342778 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -38624104.000000 Penalty: 6322.411133
	Iteration 14Q: 3 clusters Score -3.86241e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342972 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38624188.000000 Penalty: 6322.411133
	Iteration 15Q: 3 clusters Score -3.862419e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343043 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -38624256.000000 Penalty: 6322.411133
	Iteration 16Q: 3 clusters Score -3.862426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343074 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38624300.000000 Penalty: 6322.411133
	Iteration 17Q: 3 clusters Score -3.86243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343091 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38624388.000000 Penalty: 6322.411133
	Iteration 18Q: 3 clusters Score -3.862439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343093 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38624436.000000 Penalty: 6322.411133
	Iteration 19Q: 3 clusters Score -3.862444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343088 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38624436.000000 Penalty: 6322.411133
	Iteration 20F: 3 clusters Score -3.862444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343084 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38624472.000000 Penalty: 6322.411133
	Iteration 21Q: 3 clusters Score -3.862447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343087 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -38624452.000000 Penalty: 6322.411133
	Iteration 22Q: 3 clusters Score -3.862445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343087 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -38624432.000000 Penalty: 6322.411133
	Iteration 23Q: 3 clusters Score -3.862443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343090 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38624468.000000 Penalty: 6322.411133
	Iteration 24Q: 3 clusters Score -3.862447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343089 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38624448.000000 Penalty: 6322.411133
	Iteration 25Q: 3 clusters Score -3.862445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343092 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38624476.000000 Penalty: 6322.411133
	Iteration 26Q: 3 clusters Score -3.862448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343093 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38624476.000000 Penalty: 6322.411133
	Iteration 27Q: 3 clusters Score -3.862448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343093 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38624492.000000 Penalty: 6322.411133
	Iteration 28Q: 3 clusters Score -3.862449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343095 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38624512.000000 Penalty: 6322.411133
	Iteration 29Q: 3 clusters Score -3.862451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343095 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38624492.000000 Penalty: 6322.411133
	Iteration 30Q: 3 clusters Score -3.862449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343094 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38624504.000000 Penalty: 6322.411133
	Iteration 31Q: 3 clusters Score -3.86245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343094 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38624504.000000 Penalty: 6322.411133
	Iteration 32F: 3 clusters Score -3.86245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -343432.062500 Penalty: 1988.945435
	Iteration 0F: 2 clusters Score -343432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -340163.687500 Penalty: 3977.890869
	Iteration 0F: 3 clusters Score -340163.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -340808.312500 Penalty: 3977.890869
	Iteration 1F: 3 clusters Score -340808.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -340962.781250 Penalty: 3977.890869
	Iteration 2F: 3 clusters Score -340962.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -341054.531250 Penalty: 3977.890869
	Iteration 3Q: 3 clusters Score -341054.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -341112.562500 Penalty: 3977.890869
	Iteration 4Q: 3 clusters Score -341112.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -341156.812500 Penalty: 3977.890869
	Iteration 5Q: 3 clusters Score -341156.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -341184.093750 Penalty: 3977.890869
	Iteration 6Q: 3 clusters Score -341184.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -341204.687500 Penalty: 3977.890869
	Iteration 7Q: 3 clusters Score -341204.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -341222.406250 Penalty: 3977.890869
	Iteration 8Q: 3 clusters Score -341222.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -341231.468750 Penalty: 3977.890869
	Iteration 9Q: 3 clusters Score -341231.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -341237.500000 Penalty: 3977.890869
	Iteration 10Q: 3 clusters Score -341237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -341243.281250 Penalty: 3977.890869
	Iteration 11Q: 3 clusters Score -341243.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341254.406250 Penalty: 3977.890869
	Iteration 12Q: 3 clusters Score -341254.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -341266.812500 Penalty: 3977.890869
	Iteration 13Q: 3 clusters Score -341266.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -341275.718750 Penalty: 3977.890869
	Iteration 14Q: 3 clusters Score -341275.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -341286.093750 Penalty: 3977.890869
	Iteration 15Q: 3 clusters Score -341286.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -341295.156250 Penalty: 3977.890869
	Iteration 16Q: 3 clusters Score -341295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -341300.343750 Penalty: 3977.890869
	Iteration 17Q: 3 clusters Score -341300.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -341304.937500 Penalty: 3977.890869
	Iteration 18Q: 3 clusters Score -341304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -341307.093750 Penalty: 3977.890869
	Iteration 19Q: 3 clusters Score -341307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -341310.000000 Penalty: 3977.890869
	Iteration 20F: 3 clusters Score -341310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -341313.437500 Penalty: 3977.890869
	Iteration 21Q: 3 clusters Score -341313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -341314.531250 Penalty: 3977.890869
	Iteration 22Q: 3 clusters Score -341314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -341315.968750 Penalty: 3977.890869
	Iteration 23Q: 3 clusters Score -341316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -341316.343750 Penalty: 3977.890869
	Iteration 24Q: 3 clusters Score -341316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -341316.343750 Penalty: 3977.890869
	Iteration 25F: 3 clusters Score -341316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44074.339844 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44074.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44266.183594 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44266.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44338.027344 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -44338.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44371.753906 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44371.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44424.304688 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44449.601562 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44449.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44460.691406 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44460.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44482.781250 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44482.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44544.117188 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44544.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44593.242188 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44593.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44631.855469 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44631.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44655.914062 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44655.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44679.640625 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44679.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44698.332031 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -44698.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44717.277344 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -44717.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44724.363281 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -44724.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44733.570312 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -44733.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44748.605469 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -44748.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44758.449219 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -44758.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44771.843750 Penalty: 3066.314209
	Iteration 19Q: 3 clusters Score -44771.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44776.000000 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -44776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44778.269531 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -44778.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44780.406250 Penalty: 3066.314209
	Iteration 22Q: 3 clusters Score -44780.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44780.406250 Penalty: 3066.314209
	Iteration 23F: 3 clusters Score -44780.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Entering Unmasked Estep 
Score: -3290878.000000 Penalty: 2569.121338
	Iteration 0F: 2 clusters Score -3290878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3269231.000000 Penalty: 5138.242676
	Iteration 0F: 3 clusters Score -3269231 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3277062.750000 Penalty: 5138.242676
	Iteration 1F: 3 clusters Score -3277063 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3277592.000000 Penalty: 5138.242676
	Iteration 2Q: 3 clusters Score -3277592 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3278102.500000 Penalty: 5138.242676
	Iteration 3Q: 3 clusters Score -3278102 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3278636.750000 Penalty: 5138.242676
	Iteration 4Q: 3 clusters Score -3278637 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3279224.750000 Penalty: 5138.242676
	Iteration 5Q: 3 clusters Score -3279225 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3279861.250000 Penalty: 5138.242676
	Iteration 6Q: 3 clusters Score -3279861 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3280461.750000 Penalty: 5138.242676
	Iteration 7Q: 3 clusters Score -3280462 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3281086.250000 Penalty: 5138.242676
	Iteration 8Q: 3 clusters Score -3281086 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3281664.250000 Penalty: 5138.242676
	Iteration 9Q: 3 clusters Score -3281664 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3282286.000000 Penalty: 5138.242676
	Iteration 10Q: 3 clusters Score -3282286 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3282917.000000 Penalty: 5138.242676
	Iteration 11Q: 3 clusters Score -3282917 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3283540.000000 Penalty: 5138.242676
	Iteration 12Q: 3 clusters Score -3283540 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3284205.000000 Penalty: 5138.242676
	Iteration 13Q: 3 clusters Score -3284205 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3284829.250000 Penalty: 5138.242676
	Iteration 14Q: 3 clusters Score -3284829 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3285326.250000 Penalty: 5138.242676
	Iteration 15Q: 3 clusters Score -3285326 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3285775.000000 Penalty: 5138.242676
	Iteration 16Q: 3 clusters Score -3285775 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3286144.250000 Penalty: 5138.242676
	Iteration 17Q: 3 clusters Score -3286144 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3286447.750000 Penalty: 5138.242676
	Iteration 18Q: 3 clusters Score -3286448 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3286711.250000 Penalty: 5138.242676
	Iteration 19Q: 3 clusters Score -3286711 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3286982.750000 Penalty: 5138.242676
	Iteration 20F: 3 clusters Score -3286983 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3287289.500000 Penalty: 5138.242676
	Iteration 21Q: 3 clusters Score -3287290 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3287590.000000 Penalty: 5138.242676
	Iteration 22Q: 3 clusters Score -3287590 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3287888.250000 Penalty: 5138.242676
	Iteration 23Q: 3 clusters Score -3287888 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3288173.000000 Penalty: 5138.242676
	Iteration 24Q: 3 clusters Score -3288173 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3288416.250000 Penalty: 5138.242676
	Iteration 25Q: 3 clusters Score -3288416 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3288618.750000 Penalty: 5138.242676
	Iteration 26Q: 3 clusters Score -3288619 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3288799.500000 Penalty: 5138.242676
	Iteration 27Q: 3 clusters Score -3288800 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3288978.250000 Penalty: 5138.242676
	Iteration 28Q: 3 clusters Score -3288978 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3289137.250000 Penalty: 5138.242676
	Iteration 29Q: 3 clusters Score -3289137 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3289237.250000 Penalty: 5138.242676
	Iteration 30Q: 3 clusters Score -3289237 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3289326.750000 Penalty: 5138.242676
	Iteration 31Q: 3 clusters Score -3289327 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3289386.250000 Penalty: 5138.242676
	Iteration 32Q: 3 clusters Score -3289386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3289427.750000 Penalty: 5138.242676
	Iteration 33Q: 3 clusters Score -3289428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3289461.500000 Penalty: 5138.242676
	Iteration 34Q: 3 clusters Score -3289462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3289485.500000 Penalty: 5138.242676
	Iteration 35Q: 3 clusters Score -3289486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3289494.500000 Penalty: 5138.242676
	Iteration 36Q: 3 clusters Score -3289494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3289514.250000 Penalty: 5138.242676
	Iteration 37Q: 3 clusters Score -3289514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3289518.750000 Penalty: 5138.242676
	Iteration 38Q: 3 clusters Score -3289519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3289523.750000 Penalty: 5138.242676
	Iteration 39Q: 3 clusters Score -3289524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3289523.500000 Penalty: 5138.242676
	Iteration 40F: 3 clusters Score -3289524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3289532.750000 Penalty: 5138.242676
	Iteration 41Q: 3 clusters Score -3289533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3289538.500000 Penalty: 5138.242676
	Iteration 42Q: 3 clusters Score -3289538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3289540.250000 Penalty: 5138.242676
	Iteration 43Q: 3 clusters Score -3289540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3289544.000000 Penalty: 5138.242676
	Iteration 44Q: 3 clusters Score -3289544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3289545.500000 Penalty: 5138.242676
	Iteration 45Q: 3 clusters Score -3289546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3289547.250000 Penalty: 5138.242676
	Iteration 46Q: 3 clusters Score -3289547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3289550.000000 Penalty: 5138.242676
	Iteration 47Q: 3 clusters Score -3289550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3289553.750000 Penalty: 5138.242676
	Iteration 48Q: 3 clusters Score -3289554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3289555.250000 Penalty: 5138.242676
	Iteration 49Q: 3 clusters Score -3289555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3289552.750000 Penalty: 5138.242676
	Iteration 50Q: 3 clusters Score -3289553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3289553.000000 Penalty: 5138.242676
	Iteration 51Q: 3 clusters Score -3289553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3289552.500000 Penalty: 5138.242676
	Iteration 52Q: 3 clusters Score -3289552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3289557.750000 Penalty: 5138.242676
	Iteration 53Q: 3 clusters Score -3289558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3289563.500000 Penalty: 5138.242676
	Iteration 54Q: 3 clusters Score -3289564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3289565.500000 Penalty: 5138.242676
	Iteration 55Q: 3 clusters Score -3289566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3289564.000000 Penalty: 5138.242676
	Iteration 56Q: 3 clusters Score -3289564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3289561.500000 Penalty: 5138.242676
	Iteration 57Q: 3 clusters Score -3289562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3289562.250000 Penalty: 5138.242676
	Iteration 58Q: 3 clusters Score -3289562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3289565.250000 Penalty: 5138.242676
	Iteration 59Q: 3 clusters Score -3289565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3289564.500000 Penalty: 5138.242676
	Iteration 60F: 3 clusters Score -3289564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3289564.250000 Penalty: 5138.242676
	Iteration 61Q: 3 clusters Score -3289564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3289568.000000 Penalty: 5138.242676
	Iteration 62Q: 3 clusters Score -3289568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3289571.750000 Penalty: 5138.242676
	Iteration 63Q: 3 clusters Score -3289572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3289571.750000 Penalty: 5138.242676
	Iteration 64F: 3 clusters Score -3289572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -563063.062500 Penalty: 2113.599365
	Iteration 0F: 2 clusters Score -563063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -558572.750000 Penalty: 4227.198730
	Iteration 0F: 3 clusters Score -558572.8 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -559563.562500 Penalty: 4227.198730
	Iteration 1F: 3 clusters Score -559563.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -559767.062500 Penalty: 4227.198730
	Iteration 2F: 3 clusters Score -559767.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -559913.312500 Penalty: 4227.198730
	Iteration 3Q: 3 clusters Score -559913.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -560021.125000 Penalty: 4227.198730
	Iteration 4Q: 3 clusters Score -560021.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -560122.062500 Penalty: 4227.198730
	Iteration 5Q: 3 clusters Score -560122.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -560223.250000 Penalty: 4227.198730
	Iteration 6Q: 3 clusters Score -560223.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -560326.187500 Penalty: 4227.198730
	Iteration 7Q: 3 clusters Score -560326.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -560431.875000 Penalty: 4227.198730
	Iteration 8Q: 3 clusters Score -560431.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -560539.437500 Penalty: 4227.198730
	Iteration 9Q: 3 clusters Score -560539.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -560639.500000 Penalty: 4227.198730
	Iteration 10Q: 3 clusters Score -560639.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -560728.937500 Penalty: 4227.198730
	Iteration 11Q: 3 clusters Score -560728.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -560807.562500 Penalty: 4227.198730
	Iteration 12Q: 3 clusters Score -560807.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -560873.062500 Penalty: 4227.198730
	Iteration 13Q: 3 clusters Score -560873.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -560918.437500 Penalty: 4227.198730
	Iteration 14Q: 3 clusters Score -560918.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -560973.437500 Penalty: 4227.198730
	Iteration 15Q: 3 clusters Score -560973.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -561022.750000 Penalty: 4227.198730
	Iteration 16Q: 3 clusters Score -561022.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -561068.312500 Penalty: 4227.198730
	Iteration 17Q: 3 clusters Score -561068.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -561105.750000 Penalty: 4227.198730
	Iteration 18Q: 3 clusters Score -561105.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -561130.125000 Penalty: 4227.198730
	Iteration 19Q: 3 clusters Score -561130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -561147.625000 Penalty: 4227.198730
	Iteration 20F: 3 clusters Score -561147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -561168.750000 Penalty: 4227.198730
	Iteration 21Q: 3 clusters Score -561168.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -561185.187500 Penalty: 4227.198730
	Iteration 22Q: 3 clusters Score -561185.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -561203.062500 Penalty: 4227.198730
	Iteration 23Q: 3 clusters Score -561203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -561213.625000 Penalty: 4227.198730
	Iteration 24Q: 3 clusters Score -561213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -561222.937500 Penalty: 4227.198730
	Iteration 25Q: 3 clusters Score -561222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -561231.812500 Penalty: 4227.198730
	Iteration 26Q: 3 clusters Score -561231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -561239.000000 Penalty: 4227.198730
	Iteration 27Q: 3 clusters Score -561239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -561247.187500 Penalty: 4227.198730
	Iteration 28Q: 3 clusters Score -561247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -561257.812500 Penalty: 4227.198730
	Iteration 29Q: 3 clusters Score -561257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -561263.625000 Penalty: 4227.198730
	Iteration 30Q: 3 clusters Score -561263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -561265.875000 Penalty: 4227.198730
	Iteration 31Q: 3 clusters Score -561265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -561268.375000 Penalty: 4227.198730
	Iteration 32Q: 3 clusters Score -561268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -561270.500000 Penalty: 4227.198730
	Iteration 33Q: 3 clusters Score -561270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -561272.312500 Penalty: 4227.198730
	Iteration 34Q: 3 clusters Score -561272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -561276.562500 Penalty: 4227.198730
	Iteration 35Q: 3 clusters Score -561276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -561281.062500 Penalty: 4227.198730
	Iteration 36Q: 3 clusters Score -561281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -561281.062500 Penalty: 4227.198730
	Iteration 37F: 3 clusters Score -561281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34352.457031 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34352.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34465.089844 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34465.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34491.078125 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34491.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34500.214844 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34500.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34500.214844 Penalty: 2916.744385
	Iteration 4F: 3 clusters Score -34500.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Entering Unmasked Estep 
Score: -1378662.125000 Penalty: 2338.370361
	Iteration 0F: 2 clusters Score -1378662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1369505.000000 Penalty: 4676.740723
	Iteration 0F: 3 clusters Score -1369505 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1372351.125000 Penalty: 4676.740723
	Iteration 1F: 3 clusters Score -1372351 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1372799.250000 Penalty: 4676.740723
	Iteration 2F: 3 clusters Score -1372799 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1373147.000000 Penalty: 4676.740723
	Iteration 3F: 3 clusters Score -1373147 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1373430.625000 Penalty: 4676.740723
	Iteration 4Q: 3 clusters Score -1373431 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1373684.875000 Penalty: 4676.740723
	Iteration 5Q: 3 clusters Score -1373685 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1373956.500000 Penalty: 4676.740723
	Iteration 6Q: 3 clusters Score -1373956 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1374260.125000 Penalty: 4676.740723
	Iteration 7Q: 3 clusters Score -1374260 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1374638.000000 Penalty: 4676.740723
	Iteration 8Q: 3 clusters Score -1374638 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1375056.125000 Penalty: 4676.740723
	Iteration 9Q: 3 clusters Score -1375056 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1375497.250000 Penalty: 4676.740723
	Iteration 10Q: 3 clusters Score -1375497 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1375926.125000 Penalty: 4676.740723
	Iteration 11Q: 3 clusters Score -1375926 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1376319.750000 Penalty: 4676.740723
	Iteration 12Q: 3 clusters Score -1376320 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1376653.375000 Penalty: 4676.740723
	Iteration 13Q: 3 clusters Score -1376653 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1376928.250000 Penalty: 4676.740723
	Iteration 14Q: 3 clusters Score -1376928 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1377123.750000 Penalty: 4676.740723
	Iteration 15Q: 3 clusters Score -1377124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1377272.500000 Penalty: 4676.740723
	Iteration 16Q: 3 clusters Score -1377272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1377404.500000 Penalty: 4676.740723
	Iteration 17Q: 3 clusters Score -1377404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1377478.750000 Penalty: 4676.740723
	Iteration 18Q: 3 clusters Score -1377479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1377537.500000 Penalty: 4676.740723
	Iteration 19Q: 3 clusters Score -1377538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1377583.250000 Penalty: 4676.740723
	Iteration 20F: 3 clusters Score -1377583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1377608.000000 Penalty: 4676.740723
	Iteration 21Q: 3 clusters Score -1377608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1377625.500000 Penalty: 4676.740723
	Iteration 22Q: 3 clusters Score -1377626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1377642.750000 Penalty: 4676.740723
	Iteration 23Q: 3 clusters Score -1377643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1377657.375000 Penalty: 4676.740723
	Iteration 24Q: 3 clusters Score -1377657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1377665.250000 Penalty: 4676.740723
	Iteration 25Q: 3 clusters Score -1377665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1377671.750000 Penalty: 4676.740723
	Iteration 26Q: 3 clusters Score -1377672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1377683.750000 Penalty: 4676.740723
	Iteration 27Q: 3 clusters Score -1377684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1377687.500000 Penalty: 4676.740723
	Iteration 28Q: 3 clusters Score -1377688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1377691.500000 Penalty: 4676.740723
	Iteration 29Q: 3 clusters Score -1377692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1377695.250000 Penalty: 4676.740723
	Iteration 30Q: 3 clusters Score -1377695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1377699.125000 Penalty: 4676.740723
	Iteration 31Q: 3 clusters Score -1377699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1377699.125000 Penalty: 4676.740723
	Iteration 32F: 3 clusters Score -1377699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -704943.625000 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -704943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -699521.125000 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -699521.1 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -700887.062500 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -700887.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -701130.625000 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -701130.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -701311.437500 Penalty: 4346.815430
	Iteration 3F: 3 clusters Score -701311.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -701481.875000 Penalty: 4346.815430
	Iteration 4Q: 3 clusters Score -701481.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -701681.687500 Penalty: 4346.815430
	Iteration 5Q: 3 clusters Score -701681.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -701901.250000 Penalty: 4346.815430
	Iteration 6Q: 3 clusters Score -701901.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -702127.500000 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -702127.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -702380.750000 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -702380.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -702702.250000 Penalty: 4346.815430
	Iteration 9Q: 3 clusters Score -702702.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -703146.812500 Penalty: 4346.815430
	Iteration 10F: 3 clusters Score -703146.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -703811.750000 Penalty: 4346.815430
	Iteration 11F: 3 clusters Score -703811.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -704573.937500 Penalty: 4346.815430
	Iteration 12F: 3 clusters Score -704573.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -705167.812500 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -705167.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -705485.187500 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -705485.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -705559.500000 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -705559.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -705584.875000 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -705584.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -705598.687500 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -705598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -705600.000000 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -705600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -705605.000000 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -705605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -705606.062500 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -705606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47902 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96784 members 
Mstep: Class 13 contains 49222 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23918 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18721 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343450 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31551 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 4312 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16480 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 2086 members 
Entering Unmasked Estep 
Score: -110922744.000000 Penalty: 161184.531250
Splitting cluster 40 changes total score from -110923184.000000 to -110922744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23960.085938 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23960.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24116.945312 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24116.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24293.113281 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24293.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24401.453125 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -24401.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24453.162109 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24453.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24503.384766 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24503.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24548.824219 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24548.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24558.441406 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24558.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24558.441406 Penalty: 2815.669922
	Iteration 8F: 3 clusters Score -24558.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Entering Unmasked Estep 
Score: -1887481.125000 Penalty: 2406.243408
	Iteration 0F: 2 clusters Score -1887481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1875753.250000 Penalty: 4812.486816
	Iteration 0F: 3 clusters Score -1875753 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1879590.375000 Penalty: 4812.486816
	Iteration 1F: 3 clusters Score -1879590 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1880041.500000 Penalty: 4812.486816
	Iteration 2F: 3 clusters Score -1880042 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1880450.500000 Penalty: 4812.486816
	Iteration 3F: 3 clusters Score -1880450 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1880875.000000 Penalty: 4812.486816
	Iteration 4F: 3 clusters Score -1880875 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1881353.625000 Penalty: 4812.486816
	Iteration 5F: 3 clusters Score -1881354 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1881927.500000 Penalty: 4812.486816
	Iteration 6F: 3 clusters Score -1881928 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1882553.125000 Penalty: 4812.486816
	Iteration 7F: 3 clusters Score -1882553 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1883214.000000 Penalty: 4812.486816
	Iteration 8F: 3 clusters Score -1883214 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1883839.500000 Penalty: 4812.486816
	Iteration 9Q: 3 clusters Score -1883840 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1884343.000000 Penalty: 4812.486816
	Iteration 10Q: 3 clusters Score -1884343 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1884680.000000 Penalty: 4812.486816
	Iteration 11Q: 3 clusters Score -1884680 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1884927.625000 Penalty: 4812.486816
	Iteration 12Q: 3 clusters Score -1884928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1885099.750000 Penalty: 4812.486816
	Iteration 13Q: 3 clusters Score -1885100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1885231.375000 Penalty: 4812.486816
	Iteration 14Q: 3 clusters Score -1885231 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1885322.375000 Penalty: 4812.486816
	Iteration 15Q: 3 clusters Score -1885322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1885378.375000 Penalty: 4812.486816
	Iteration 16Q: 3 clusters Score -1885378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1885424.000000 Penalty: 4812.486816
	Iteration 17Q: 3 clusters Score -1885424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1885445.250000 Penalty: 4812.486816
	Iteration 18Q: 3 clusters Score -1885445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1885464.625000 Penalty: 4812.486816
	Iteration 19Q: 3 clusters Score -1885465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1885487.500000 Penalty: 4812.486816
	Iteration 20F: 3 clusters Score -1885488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1885514.750000 Penalty: 4812.486816
	Iteration 21Q: 3 clusters Score -1885515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1885531.750000 Penalty: 4812.486816
	Iteration 22Q: 3 clusters Score -1885532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1885541.750000 Penalty: 4812.486816
	Iteration 23Q: 3 clusters Score -1885542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1885548.750000 Penalty: 4812.486816
	Iteration 24Q: 3 clusters Score -1885549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1885557.375000 Penalty: 4812.486816
	Iteration 25Q: 3 clusters Score -1885557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1885565.500000 Penalty: 4812.486816
	Iteration 26Q: 3 clusters Score -1885566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1885568.125000 Penalty: 4812.486816
	Iteration 27Q: 3 clusters Score -1885568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1885573.125000 Penalty: 4812.486816
	Iteration 28Q: 3 clusters Score -1885573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1885572.250000 Penalty: 4812.486816
	Iteration 29Q: 3 clusters Score -1885572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1885576.625000 Penalty: 4812.486816
	Iteration 30Q: 3 clusters Score -1885577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1885576.625000 Penalty: 4812.486816
	Iteration 31F: 3 clusters Score -1885577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14488.050781 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14488.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14544.783203 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14544.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15273.082031 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15273.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14218.672852 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14218.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14270.089844 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14270.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14283.742188 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14283.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14283.742188 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14283.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Entering Unmasked Estep 
Score: -1903713.625000 Penalty: 2408.055908
	Iteration 0F: 2 clusters Score -1903714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1892020.000000 Penalty: 4816.111816
	Iteration 0F: 3 clusters Score -1892020 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1895734.375000 Penalty: 4816.111816
	Iteration 1F: 3 clusters Score -1895734 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1896048.125000 Penalty: 4816.111816
	Iteration 2F: 3 clusters Score -1896048 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1896277.375000 Penalty: 4816.111816
	Iteration 3Q: 3 clusters Score -1896277 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1896465.125000 Penalty: 4816.111816
	Iteration 4Q: 3 clusters Score -1896465 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1896648.250000 Penalty: 4816.111816
	Iteration 5Q: 3 clusters Score -1896648 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1896814.000000 Penalty: 4816.111816
	Iteration 6Q: 3 clusters Score -1896814 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1896974.000000 Penalty: 4816.111816
	Iteration 7Q: 3 clusters Score -1896974 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1897139.875000 Penalty: 4816.111816
	Iteration 8Q: 3 clusters Score -1897140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1897324.375000 Penalty: 4816.111816
	Iteration 9Q: 3 clusters Score -1897324 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1897533.875000 Penalty: 4816.111816
	Iteration 10Q: 3 clusters Score -1897534 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1897782.500000 Penalty: 4816.111816
	Iteration 11Q: 3 clusters Score -1897782 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1898056.875000 Penalty: 4816.111816
	Iteration 12Q: 3 clusters Score -1898057 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1898375.625000 Penalty: 4816.111816
	Iteration 13Q: 3 clusters Score -1898376 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1898786.250000 Penalty: 4816.111816
	Iteration 14Q: 3 clusters Score -1898786 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1899248.875000 Penalty: 4816.111816
	Iteration 15Q: 3 clusters Score -1899249 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1899677.125000 Penalty: 4816.111816
	Iteration 16Q: 3 clusters Score -1899677 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1900057.625000 Penalty: 4816.111816
	Iteration 17Q: 3 clusters Score -1900058 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1900347.125000 Penalty: 4816.111816
	Iteration 18Q: 3 clusters Score -1900347 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1900558.000000 Penalty: 4816.111816
	Iteration 19Q: 3 clusters Score -1900558 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1900730.000000 Penalty: 4816.111816
	Iteration 20F: 3 clusters Score -1900730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1900863.875000 Penalty: 4816.111816
	Iteration 21Q: 3 clusters Score -1900864 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1900976.375000 Penalty: 4816.111816
	Iteration 22Q: 3 clusters Score -1900976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1901065.625000 Penalty: 4816.111816
	Iteration 23Q: 3 clusters Score -1901066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1901150.375000 Penalty: 4816.111816
	Iteration 24Q: 3 clusters Score -1901150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1901215.375000 Penalty: 4816.111816
	Iteration 25Q: 3 clusters Score -1901215 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1901277.250000 Penalty: 4816.111816
	Iteration 26Q: 3 clusters Score -1901277 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1901328.250000 Penalty: 4816.111816
	Iteration 27Q: 3 clusters Score -1901328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1901368.875000 Penalty: 4816.111816
	Iteration 28Q: 3 clusters Score -1901369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1901407.000000 Penalty: 4816.111816
	Iteration 29Q: 3 clusters Score -1901407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1901437.375000 Penalty: 4816.111816
	Iteration 30Q: 3 clusters Score -1901437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1901477.375000 Penalty: 4816.111816
	Iteration 31Q: 3 clusters Score -1901477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1901515.250000 Penalty: 4816.111816
	Iteration 32Q: 3 clusters Score -1901515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1901553.250000 Penalty: 4816.111816
	Iteration 33Q: 3 clusters Score -1901553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1901583.500000 Penalty: 4816.111816
	Iteration 34Q: 3 clusters Score -1901584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1901596.125000 Penalty: 4816.111816
	Iteration 35Q: 3 clusters Score -1901596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1901622.375000 Penalty: 4816.111816
	Iteration 36Q: 3 clusters Score -1901622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1901639.250000 Penalty: 4816.111816
	Iteration 37Q: 3 clusters Score -1901639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1901658.875000 Penalty: 4816.111816
	Iteration 38Q: 3 clusters Score -1901659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1901677.125000 Penalty: 4816.111816
	Iteration 39Q: 3 clusters Score -1901677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1901686.000000 Penalty: 4816.111816
	Iteration 40F: 3 clusters Score -1901686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1901698.500000 Penalty: 4816.111816
	Iteration 41Q: 3 clusters Score -1901698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1901707.250000 Penalty: 4816.111816
	Iteration 42Q: 3 clusters Score -1901707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1901712.750000 Penalty: 4816.111816
	Iteration 43Q: 3 clusters Score -1901713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1901714.750000 Penalty: 4816.111816
	Iteration 44Q: 3 clusters Score -1901715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1901718.875000 Penalty: 4816.111816
	Iteration 45Q: 3 clusters Score -1901719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1901722.000000 Penalty: 4816.111816
	Iteration 46Q: 3 clusters Score -1901722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1901724.250000 Penalty: 4816.111816
	Iteration 47Q: 3 clusters Score -1901724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1901732.125000 Penalty: 4816.111816
	Iteration 48Q: 3 clusters Score -1901732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1901734.625000 Penalty: 4816.111816
	Iteration 49Q: 3 clusters Score -1901735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1901736.125000 Penalty: 4816.111816
	Iteration 50Q: 3 clusters Score -1901736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1901737.125000 Penalty: 4816.111816
	Iteration 51Q: 3 clusters Score -1901737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1901737.250000 Penalty: 4816.111816
	Iteration 52Q: 3 clusters Score -1901737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1901737.250000 Penalty: 4816.111816
	Iteration 53F: 3 clusters Score -1901737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -50024.328125 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -50024.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48492.542969 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -48492.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48667.441406 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -48667.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48740.593750 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -48740.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48776.996094 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -48777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48816.484375 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48816.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48864.000000 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48925.675781 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48925.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48991.976562 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48991.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49067.070312 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -49067.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49201.066406 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -49201.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49258.050781 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -49258.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49298.265625 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -49298.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49344.613281 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -49344.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49388.070312 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -49388.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49412.824219 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -49412.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49438.218750 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -49438.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49458.808594 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -49458.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49491.054688 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -49491.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49516.312500 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -49516.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49542.601562 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -49542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49574.128906 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -49574.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49605.984375 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -49605.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49617.121094 Penalty: 3109.471680
	Iteration 22Q: 3 clusters Score -49617.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49631.269531 Penalty: 3109.471680
	Iteration 23Q: 3 clusters Score -49631.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49639.156250 Penalty: 3109.471680
	Iteration 24Q: 3 clusters Score -49639.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49639.156250 Penalty: 3109.471680
	Iteration 25F: 3 clusters Score -49639.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47902 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96784 members 
Mstep: Class 13 contains 49222 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23918 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18721 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343450 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31551 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16480 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923216.000000 Penalty: 157755.078125
Iteration 399Q: 47 clusters Score -1.109232e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47902 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96777 members 
Mstep: Class 13 contains 49226 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25222 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23919 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18721 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343442 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31552 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16362 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16492 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923184.000000 Penalty: 157755.078125
Iteration 400F: 47 clusters Score -1.109232e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47897 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43907 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96772 members 
Mstep: Class 13 contains 49230 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25222 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23920 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343437 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31550 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16362 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16512 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923184.000000 Penalty: 157755.078125
Iteration 401Q: 47 clusters Score -1.109232e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 47887 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43908 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96764 members 
Mstep: Class 13 contains 49231 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25221 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23924 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343438 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31550 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16362 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16529 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923224.000000 Penalty: 157755.078125
Iteration 402Q: 47 clusters Score -1.109232e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 47876 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43908 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96751 members 
Mstep: Class 13 contains 49230 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25221 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23923 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343443 members 
Mstep: Class 34 contains 3040 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31550 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16362 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16551 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923136.000000 Penalty: 157755.078125
Iteration 403Q: 47 clusters Score -1.109231e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 47863 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43909 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96741 members 
Mstep: Class 13 contains 49232 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25219 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23923 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18717 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343440 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31554 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16361 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16571 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923144.000000 Penalty: 157755.078125
Iteration 404Q: 47 clusters Score -1.109231e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 47856 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24031 members 
Mstep: Class 9 contains 43910 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96735 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23924 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32764 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343435 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31555 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16360 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16587 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923152.000000 Penalty: 157755.078125
Iteration 405Q: 47 clusters Score -1.109232e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 47847 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24031 members 
Mstep: Class 9 contains 43909 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96728 members 
Mstep: Class 13 contains 49235 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25218 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23927 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32763 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18716 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343430 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31554 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16362 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923080.000000 Penalty: 157755.078125
Iteration 406Q: 47 clusters Score -1.109231e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 47838 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24031 members 
Mstep: Class 9 contains 43912 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96722 members 
Mstep: Class 13 contains 49235 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25219 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23929 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18715 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343427 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31554 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16367 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923080.000000 Penalty: 157755.078125
Iteration 407Q: 47 clusters Score -1.109231e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 47826 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24031 members 
Mstep: Class 9 contains 43917 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96716 members 
Mstep: Class 13 contains 49235 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23936 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343414 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31554 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16373 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16631 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923088.000000 Penalty: 157755.078125
Iteration 408Q: 47 clusters Score -1.109231e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 47817 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43922 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96708 members 
Mstep: Class 13 contains 49236 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23941 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18714 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343400 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31556 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16376 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16643 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923120.000000 Penalty: 157755.078125
Iteration 409Q: 47 clusters Score -1.109231e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47809 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 43925 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96698 members 
Mstep: Class 13 contains 49237 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23941 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18712 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343394 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31557 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16382 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16658 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923160.000000 Penalty: 157755.078125
Iteration 410Q: 47 clusters Score -1.109232e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 47801 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24034 members 
Mstep: Class 9 contains 43927 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96687 members 
Mstep: Class 13 contains 49237 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23943 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18710 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343393 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31557 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16384 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16670 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923112.000000 Penalty: 157755.078125
Iteration 411Q: 47 clusters Score -1.109231e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47794 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24035 members 
Mstep: Class 9 contains 43931 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96676 members 
Mstep: Class 13 contains 49236 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23946 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32762 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18707 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343386 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31558 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16384 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16688 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923128.000000 Penalty: 157755.078125
Iteration 412Q: 47 clusters Score -1.109231e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 47788 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24040 members 
Mstep: Class 9 contains 43929 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96665 members 
Mstep: Class 13 contains 49236 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25219 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23951 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4269 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18708 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343384 members 
Mstep: Class 34 contains 3043 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31559 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16384 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923136.000000 Penalty: 157755.078125
Iteration 413Q: 47 clusters Score -1.109231e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 47784 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43933 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96653 members 
Mstep: Class 13 contains 49236 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25219 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23957 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4268 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15590 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18706 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343370 members 
Mstep: Class 34 contains 3044 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16384 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16722 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923224.000000 Penalty: 157755.078125
Iteration 414Q: 47 clusters Score -1.109232e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 47780 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24040 members 
Mstep: Class 9 contains 43939 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96636 members 
Mstep: Class 13 contains 49239 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25219 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23965 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4266 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15589 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18703 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343357 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16385 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16739 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923232.000000 Penalty: 157755.078125
Iteration 415Q: 47 clusters Score -1.109232e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 47774 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 43947 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96620 members 
Mstep: Class 13 contains 49241 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25218 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23977 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32762 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18700 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343341 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16387 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16754 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923240.000000 Penalty: 157755.078125
Iteration 416Q: 47 clusters Score -1.109232e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47768 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96605 members 
Mstep: Class 13 contains 49239 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23990 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108688 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18696 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343334 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16390 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16768 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923240.000000 Penalty: 157755.078125
Iteration 417Q: 47 clusters Score -1.109232e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47761 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24040 members 
Mstep: Class 9 contains 43959 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96588 members 
Mstep: Class 13 contains 49238 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24000 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18695 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343333 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31564 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16395 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16776 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923296.000000 Penalty: 157755.078125
Iteration 418Q: 47 clusters Score -1.109233e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47754 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43962 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96571 members 
Mstep: Class 13 contains 49235 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25218 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18694 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343338 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16399 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16787 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923384.000000 Penalty: 157755.078125
Iteration 419Q: 47 clusters Score -1.109234e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47744 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43964 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96562 members 
Mstep: Class 13 contains 49235 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24017 members 
Mstep: Class 19 contains 8759 members 
Mstep: Class 20 contains 4256 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18694 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343335 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16403 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16797 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923400.000000 Penalty: 157755.078125
Iteration 420F: 47 clusters Score -1.109234e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47735 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43963 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96555 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24029 members 
Mstep: Class 19 contains 8759 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18694 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343330 members 
Mstep: Class 34 contains 3044 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16407 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16807 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923408.000000 Penalty: 157755.078125
Iteration 421Q: 47 clusters Score -1.109234e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47731 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43964 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96550 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24036 members 
Mstep: Class 19 contains 8760 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18694 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343319 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16413 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16814 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923440.000000 Penalty: 157755.078125
Iteration 422Q: 47 clusters Score -1.109234e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47728 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43966 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96542 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24042 members 
Mstep: Class 19 contains 8761 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108687 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18693 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343317 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16418 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16819 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923368.000000 Penalty: 157755.078125
Iteration 423Q: 47 clusters Score -1.109234e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47730 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43970 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96530 members 
Mstep: Class 13 contains 49235 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24048 members 
Mstep: Class 19 contains 8762 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343315 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16423 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16819 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923504.000000 Penalty: 157755.078125
Iteration 424Q: 47 clusters Score -1.109235e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 47723 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43976 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96524 members 
Mstep: Class 13 contains 49236 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24053 members 
Mstep: Class 19 contains 8764 members 
Mstep: Class 20 contains 4243 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108686 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343310 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16430 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16819 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923472.000000 Penalty: 157755.078125
Iteration 425Q: 47 clusters Score -1.109235e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47716 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43978 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96518 members 
Mstep: Class 13 contains 49237 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24056 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343312 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16433 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16821 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923456.000000 Penalty: 157755.078125
Iteration 426Q: 47 clusters Score -1.109235e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47705 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43979 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96513 members 
Mstep: Class 13 contains 49237 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24059 members 
Mstep: Class 19 contains 8770 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343323 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12445 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16436 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16821 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923448.000000 Penalty: 157755.078125
Iteration 427Q: 47 clusters Score -1.109234e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47699 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43979 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96508 members 
Mstep: Class 13 contains 49236 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24059 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343330 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16438 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16825 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923376.000000 Penalty: 157755.078125
Iteration 428Q: 47 clusters Score -1.109234e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47688 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43982 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96500 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24059 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343344 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16438 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16827 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923344.000000 Penalty: 157755.078125
Iteration 429Q: 47 clusters Score -1.109233e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 47678 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43986 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96491 members 
Mstep: Class 13 contains 49237 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24058 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343357 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16438 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16828 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923376.000000 Penalty: 157755.078125
Iteration 430Q: 47 clusters Score -1.109234e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47672 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43988 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 49239 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24061 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343363 members 
Mstep: Class 34 contains 3045 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31564 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16439 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16829 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923368.000000 Penalty: 157755.078125
Iteration 431Q: 47 clusters Score -1.109234e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 47668 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43988 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96472 members 
Mstep: Class 13 contains 49245 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24064 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343362 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16830 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923392.000000 Penalty: 157755.078125
Iteration 432Q: 47 clusters Score -1.109234e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 47662 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43988 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96461 members 
Mstep: Class 13 contains 49251 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24067 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343366 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31564 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16832 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923416.000000 Penalty: 157755.078125
Iteration 433Q: 47 clusters Score -1.109234e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 47656 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96451 members 
Mstep: Class 13 contains 49253 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24073 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343373 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12444 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16832 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923512.000000 Penalty: 157755.078125
Iteration 434Q: 47 clusters Score -1.109235e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 47649 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24037 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96441 members 
Mstep: Class 13 contains 49258 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24079 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18689 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343376 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12443 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16835 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923520.000000 Penalty: 157755.078125
Iteration 435Q: 47 clusters Score -1.109235e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 47645 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43990 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96426 members 
Mstep: Class 13 contains 49264 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24082 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18689 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343384 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5026 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12442 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16836 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923448.000000 Penalty: 157755.078125
Iteration 436Q: 47 clusters Score -1.109234e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 47643 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96418 members 
Mstep: Class 13 contains 49264 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108685 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343381 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12441 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16840 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923440.000000 Penalty: 157755.078125
Iteration 437Q: 47 clusters Score -1.109234e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 47640 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96407 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343387 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16843 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923480.000000 Penalty: 157755.078125
Iteration 438Q: 47 clusters Score -1.109235e+08 nChanged 30
Entering ConstructFrom: 
Score: -110923480.000000 Penalty: 157755.078125
Entering ConstructFrom: 
Trying to split cluster 1 (19440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Entering Unmasked Estep 
Score: -2245539.000000 Penalty: 2449.021729
	Iteration 0F: 2 clusters Score -2245539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2231862.750000 Penalty: 4898.043457
	Iteration 0F: 3 clusters Score -2231863 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2236458.750000 Penalty: 4898.043457
	Iteration 1F: 3 clusters Score -2236459 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2236867.250000 Penalty: 4898.043457
	Iteration 2F: 3 clusters Score -2236867 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2237236.500000 Penalty: 4898.043457
	Iteration 3Q: 3 clusters Score -2237236 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2237552.250000 Penalty: 4898.043457
	Iteration 4Q: 3 clusters Score -2237552 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2237887.250000 Penalty: 4898.043457
	Iteration 5Q: 3 clusters Score -2237887 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2238288.500000 Penalty: 4898.043457
	Iteration 6Q: 3 clusters Score -2238288 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2238756.000000 Penalty: 4898.043457
	Iteration 7Q: 3 clusters Score -2238756 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2239283.250000 Penalty: 4898.043457
	Iteration 8Q: 3 clusters Score -2239283 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2239910.500000 Penalty: 4898.043457
	Iteration 9Q: 3 clusters Score -2239910 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2240640.250000 Penalty: 4898.043457
	Iteration 10Q: 3 clusters Score -2240640 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2241352.250000 Penalty: 4898.043457
	Iteration 11Q: 3 clusters Score -2241352 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2241914.250000 Penalty: 4898.043457
	Iteration 12Q: 3 clusters Score -2241914 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2242293.000000 Penalty: 4898.043457
	Iteration 13Q: 3 clusters Score -2242293 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2242534.500000 Penalty: 4898.043457
	Iteration 14Q: 3 clusters Score -2242534 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2242668.500000 Penalty: 4898.043457
	Iteration 15Q: 3 clusters Score -2242668 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2242781.250000 Penalty: 4898.043457
	Iteration 16Q: 3 clusters Score -2242781 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2242879.250000 Penalty: 4898.043457
	Iteration 17Q: 3 clusters Score -2242879 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2242964.000000 Penalty: 4898.043457
	Iteration 18Q: 3 clusters Score -2242964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2243031.000000 Penalty: 4898.043457
	Iteration 19Q: 3 clusters Score -2243031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2243079.250000 Penalty: 4898.043457
	Iteration 20F: 3 clusters Score -2243079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2243124.500000 Penalty: 4898.043457
	Iteration 21Q: 3 clusters Score -2243124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2243152.000000 Penalty: 4898.043457
	Iteration 22Q: 3 clusters Score -2243152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2243172.250000 Penalty: 4898.043457
	Iteration 23Q: 3 clusters Score -2243172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2243188.000000 Penalty: 4898.043457
	Iteration 24Q: 3 clusters Score -2243188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2243206.000000 Penalty: 4898.043457
	Iteration 25Q: 3 clusters Score -2243206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2243219.250000 Penalty: 4898.043457
	Iteration 26Q: 3 clusters Score -2243219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2243219.000000 Penalty: 4898.043457
	Iteration 27Q: 3 clusters Score -2243219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2243233.250000 Penalty: 4898.043457
	Iteration 28Q: 3 clusters Score -2243233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2243233.500000 Penalty: 4898.043457
	Iteration 29Q: 3 clusters Score -2243234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2243241.250000 Penalty: 4898.043457
	Iteration 30Q: 3 clusters Score -2243241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2243253.500000 Penalty: 4898.043457
	Iteration 31Q: 3 clusters Score -2243254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2243264.250000 Penalty: 4898.043457
	Iteration 32Q: 3 clusters Score -2243264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2243271.750000 Penalty: 4898.043457
	Iteration 33Q: 3 clusters Score -2243272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2243284.000000 Penalty: 4898.043457
	Iteration 34Q: 3 clusters Score -2243284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2243288.500000 Penalty: 4898.043457
	Iteration 35Q: 3 clusters Score -2243288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2243293.250000 Penalty: 4898.043457
	Iteration 36Q: 3 clusters Score -2243293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2243297.500000 Penalty: 4898.043457
	Iteration 37Q: 3 clusters Score -2243298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2243304.500000 Penalty: 4898.043457
	Iteration 38Q: 3 clusters Score -2243304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2243308.250000 Penalty: 4898.043457
	Iteration 39Q: 3 clusters Score -2243308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2243309.500000 Penalty: 4898.043457
	Iteration 40F: 3 clusters Score -2243310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2243309.000000 Penalty: 4898.043457
	Iteration 41Q: 3 clusters Score -2243309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2243308.500000 Penalty: 4898.043457
	Iteration 42Q: 3 clusters Score -2243308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2243310.500000 Penalty: 4898.043457
	Iteration 43Q: 3 clusters Score -2243310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2243308.750000 Penalty: 4898.043457
	Iteration 44Q: 3 clusters Score -2243309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2243312.000000 Penalty: 4898.043457
	Iteration 45Q: 3 clusters Score -2243312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2243311.000000 Penalty: 4898.043457
	Iteration 46Q: 3 clusters Score -2243311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2243309.250000 Penalty: 4898.043457
	Iteration 47Q: 3 clusters Score -2243309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2243309.250000 Penalty: 4898.043457
	Iteration 48F: 3 clusters Score -2243309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Entering Unmasked Estep 
Score: -5283639.500000 Penalty: 2671.298584
	Iteration 0F: 2 clusters Score -5283640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5251374.500000 Penalty: 5342.597168
	Iteration 0F: 3 clusters Score -5251374 nChanged 21861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5263528.000000 Penalty: 5342.597168
	Iteration 1F: 3 clusters Score -5263528 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5264127.500000 Penalty: 5342.597168
	Iteration 2Q: 3 clusters Score -5264128 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5264707.500000 Penalty: 5342.597168
	Iteration 3Q: 3 clusters Score -5264708 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5265332.500000 Penalty: 5342.597168
	Iteration 4Q: 3 clusters Score -5265332 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5266039.500000 Penalty: 5342.597168
	Iteration 5Q: 3 clusters Score -5266040 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5266879.500000 Penalty: 5342.597168
	Iteration 6Q: 3 clusters Score -5266880 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -5268080.500000 Penalty: 5342.597168
	Iteration 7Q: 3 clusters Score -5268080 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5269768.500000 Penalty: 5342.597168
	Iteration 8F: 3 clusters Score -5269768 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5271995.000000 Penalty: 5342.597168
	Iteration 9F: 3 clusters Score -5271995 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5274648.000000 Penalty: 5342.597168
	Iteration 10F: 3 clusters Score -5274648 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5277293.500000 Penalty: 5342.597168
	Iteration 11F: 3 clusters Score -5277294 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5279201.500000 Penalty: 5342.597168
	Iteration 12Q: 3 clusters Score -5279202 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -5280225.000000 Penalty: 5342.597168
	Iteration 13Q: 3 clusters Score -5280225 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5280744.000000 Penalty: 5342.597168
	Iteration 14Q: 3 clusters Score -5280744 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5281039.000000 Penalty: 5342.597168
	Iteration 15Q: 3 clusters Score -5281039 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5281227.500000 Penalty: 5342.597168
	Iteration 16Q: 3 clusters Score -5281228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5281367.500000 Penalty: 5342.597168
	Iteration 17Q: 3 clusters Score -5281368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5281422.000000 Penalty: 5342.597168
	Iteration 18Q: 3 clusters Score -5281422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5281466.000000 Penalty: 5342.597168
	Iteration 19Q: 3 clusters Score -5281466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -5281491.000000 Penalty: 5342.597168
	Iteration 20F: 3 clusters Score -5281491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5281511.500000 Penalty: 5342.597168
	Iteration 21Q: 3 clusters Score -5281512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5281530.000000 Penalty: 5342.597168
	Iteration 22Q: 3 clusters Score -5281530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5281550.000000 Penalty: 5342.597168
	Iteration 23Q: 3 clusters Score -5281550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -5281551.000000 Penalty: 5342.597168
	Iteration 24Q: 3 clusters Score -5281551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5281557.500000 Penalty: 5342.597168
	Iteration 25Q: 3 clusters Score -5281558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -5281562.500000 Penalty: 5342.597168
	Iteration 26Q: 3 clusters Score -5281562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5281578.500000 Penalty: 5342.597168
	Iteration 27Q: 3 clusters Score -5281578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5281594.000000 Penalty: 5342.597168
	Iteration 28Q: 3 clusters Score -5281594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5281603.000000 Penalty: 5342.597168
	Iteration 29Q: 3 clusters Score -5281603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -5281613.000000 Penalty: 5342.597168
	Iteration 30Q: 3 clusters Score -5281613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -5281618.500000 Penalty: 5342.597168
	Iteration 31Q: 3 clusters Score -5281618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5281619.000000 Penalty: 5342.597168
	Iteration 32Q: 3 clusters Score -5281619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -5281620.000000 Penalty: 5342.597168
	Iteration 33Q: 3 clusters Score -5281620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5281627.000000 Penalty: 5342.597168
	Iteration 34Q: 3 clusters Score -5281627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5281625.000000 Penalty: 5342.597168
	Iteration 35Q: 3 clusters Score -5281625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -5281624.500000 Penalty: 5342.597168
	Iteration 36Q: 3 clusters Score -5281624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5281623.000000 Penalty: 5342.597168
	Iteration 37Q: 3 clusters Score -5281623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5281624.500000 Penalty: 5342.597168
	Iteration 38Q: 3 clusters Score -5281624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5281626.500000 Penalty: 5342.597168
	Iteration 39Q: 3 clusters Score -5281626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5281626.500000 Penalty: 5342.597168
	Iteration 40F: 3 clusters Score -5281626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -37984.203125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -37984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36556.054688 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36556.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36818.363281 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -36818.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36983.804688 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -36983.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37144.359375 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -37144.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37205.312500 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -37205.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37276.687500 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -37276.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37351.820312 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37351.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37405.699219 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -37405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37465.593750 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -37465.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37606.714844 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -37606.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37725.878906 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -37725.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37769.000000 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -37769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37797.023438 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -37797.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37817.527344 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -37817.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37817.527344 Penalty: 3022.410645
	Iteration 14F: 3 clusters Score -37817.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -229916.515625 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -229916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -227241.796875 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -227241.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227703.078125 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -227703.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -227833.859375 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -227833.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227908.812500 Penalty: 3798.949219
	Iteration 3Q: 3 clusters Score -227908.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -227948.046875 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -227948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -227977.828125 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -227977.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -228002.375000 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -228002.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -228027.453125 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -228027.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -228053.968750 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -228054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228072.343750 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -228072.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -228092.812500 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -228092.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228121.390625 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -228121.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -228148.390625 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -228148.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -228173.406250 Penalty: 3798.949219
	Iteration 13Q: 3 clusters Score -228173.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -228196.046875 Penalty: 3798.949219
	Iteration 14Q: 3 clusters Score -228196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -228216.359375 Penalty: 3798.949219
	Iteration 15Q: 3 clusters Score -228216.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -228246.078125 Penalty: 3798.949219
	Iteration 16Q: 3 clusters Score -228246.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -228273.187500 Penalty: 3798.949219
	Iteration 17Q: 3 clusters Score -228273.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -228302.078125 Penalty: 3798.949219
	Iteration 18Q: 3 clusters Score -228302.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -228333.734375 Penalty: 3798.949219
	Iteration 19Q: 3 clusters Score -228333.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -228368.703125 Penalty: 3798.949219
	Iteration 20F: 3 clusters Score -228368.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -228409.625000 Penalty: 3798.949219
	Iteration 21Q: 3 clusters Score -228409.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -228444.953125 Penalty: 3798.949219
	Iteration 22Q: 3 clusters Score -228445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -228479.281250 Penalty: 3798.949219
	Iteration 23Q: 3 clusters Score -228479.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -228513.578125 Penalty: 3798.949219
	Iteration 24Q: 3 clusters Score -228513.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228532.375000 Penalty: 3798.949219
	Iteration 25Q: 3 clusters Score -228532.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -228556.125000 Penalty: 3798.949219
	Iteration 26Q: 3 clusters Score -228556.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -228568.609375 Penalty: 3798.949219
	Iteration 27Q: 3 clusters Score -228568.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -228575.531250 Penalty: 3798.949219
	Iteration 28Q: 3 clusters Score -228575.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -228580.484375 Penalty: 3798.949219
	Iteration 29Q: 3 clusters Score -228580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -228584.250000 Penalty: 3798.949219
	Iteration 30Q: 3 clusters Score -228584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -228589.843750 Penalty: 3798.949219
	Iteration 31Q: 3 clusters Score -228589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -228596.281250 Penalty: 3798.949219
	Iteration 32Q: 3 clusters Score -228596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -228603.031250 Penalty: 3798.949219
	Iteration 33Q: 3 clusters Score -228603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -228608.343750 Penalty: 3798.949219
	Iteration 34Q: 3 clusters Score -228608.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -228613.546875 Penalty: 3798.949219
	Iteration 35Q: 3 clusters Score -228613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -228618.203125 Penalty: 3798.949219
	Iteration 36Q: 3 clusters Score -228618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -228619.843750 Penalty: 3798.949219
	Iteration 37Q: 3 clusters Score -228619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -228621.140625 Penalty: 3798.949219
	Iteration 38Q: 3 clusters Score -228621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -228622.703125 Penalty: 3798.949219
	Iteration 39Q: 3 clusters Score -228622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -228623.921875 Penalty: 3798.949219
	Iteration 40F: 3 clusters Score -228623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -228627.218750 Penalty: 3798.949219
	Iteration 41Q: 3 clusters Score -228627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -228628.359375 Penalty: 3798.949219
	Iteration 42Q: 3 clusters Score -228628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228629.609375 Penalty: 3798.949219
	Iteration 43Q: 3 clusters Score -228629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228629.609375 Penalty: 3798.949219
	Iteration 44F: 3 clusters Score -228629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -750261.687500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -750261.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -744691.250000 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -744691.2 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -746141.625000 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -746141.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -746411.375000 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -746411.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -746565.750000 Penalty: 4371.981445
	Iteration 3F: 3 clusters Score -746565.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -746674.562500 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -746674.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -746766.750000 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -746766.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -746839.875000 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -746839.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -746897.812500 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -746897.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -746946.625000 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -746946.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -746999.250000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -746999.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -747047.375000 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -747047.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -747090.562500 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -747090.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -747122.375000 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -747122.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -747149.125000 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -747149.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -747172.875000 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -747172.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -747192.000000 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -747192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -747209.562500 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -747209.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -747226.625000 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -747226.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -747239.187500 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -747239.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -747248.750000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -747248.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -747256.312500 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -747256.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -747265.937500 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -747265.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -747277.062500 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -747277.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -747289.375000 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -747289.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -747300.437500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -747300.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747312.687500 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -747312.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -747323.687500 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -747323.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -747337.812500 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -747337.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -747351.500000 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -747351.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -747369.062500 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -747369.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -747383.625000 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -747383.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -747397.000000 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -747397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -747416.125000 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -747416.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -747433.937500 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -747433.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -747447.562500 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -747447.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -747465.687500 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -747465.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -747484.125000 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -747484.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -747500.125000 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -747500.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -747522.500000 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -747522.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -747542.375000 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -747542.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -747566.125000 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -747566.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -747590.750000 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -747590.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -747627.187500 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -747627.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -747664.687500 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -747664.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -747698.250000 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -747698.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -747733.187500 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -747733.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -747767.562500 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -747767.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -747801.562500 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -747801.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -747838.250000 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -747838.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -747880.187500 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -747880.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -747920.625000 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -747920.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -747962.937500 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -747962.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -747993.312500 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -747993.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -748016.687500 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -748016.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -748043.937500 Penalty: 4371.981445
	Iteration 54Q: 3 clusters Score -748043.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -748070.750000 Penalty: 4371.981445
	Iteration 55Q: 3 clusters Score -748070.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -748092.937500 Penalty: 4371.981445
	Iteration 56Q: 3 clusters Score -748092.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -748117.625000 Penalty: 4371.981445
	Iteration 57Q: 3 clusters Score -748117.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -748142.875000 Penalty: 4371.981445
	Iteration 58Q: 3 clusters Score -748142.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -748173.625000 Penalty: 4371.981445
	Iteration 59Q: 3 clusters Score -748173.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -748210.875000 Penalty: 4371.981445
	Iteration 60F: 3 clusters Score -748210.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -748243.312500 Penalty: 4371.981445
	Iteration 61Q: 3 clusters Score -748243.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -748264.750000 Penalty: 4371.981445
	Iteration 62Q: 3 clusters Score -748264.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -748276.375000 Penalty: 4371.981445
	Iteration 63Q: 3 clusters Score -748276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -748286.125000 Penalty: 4371.981445
	Iteration 64Q: 3 clusters Score -748286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -748295.562500 Penalty: 4371.981445
	Iteration 65Q: 3 clusters Score -748295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -748298.687500 Penalty: 4371.981445
	Iteration 66Q: 3 clusters Score -748298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -748301.125000 Penalty: 4371.981445
	Iteration 67Q: 3 clusters Score -748301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -748307.437500 Penalty: 4371.981445
	Iteration 68Q: 3 clusters Score -748307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -748311.500000 Penalty: 4371.981445
	Iteration 69Q: 3 clusters Score -748311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -748312.625000 Penalty: 4371.981445
	Iteration 70Q: 3 clusters Score -748312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -748313.812500 Penalty: 4371.981445
	Iteration 71Q: 3 clusters Score -748313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -748313.812500 Penalty: 4371.981445
	Iteration 72F: 3 clusters Score -748313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -411993.218750 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -411993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -408244.343750 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -408244.3 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -409022.218750 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -409022.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -409241.468750 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -409241.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -409406.937500 Penalty: 4084.212646
	Iteration 3F: 3 clusters Score -409406.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -409540.906250 Penalty: 4084.212646
	Iteration 4Q: 3 clusters Score -409540.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -409663.250000 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -409663.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -409772.468750 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -409772.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -409906.031250 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -409906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -410120.750000 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -410120.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -410374.187500 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -410374.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -410590.250000 Penalty: 4084.212646
	Iteration 10F: 3 clusters Score -410590.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -410784.156250 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -410784.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -410923.500000 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -410923.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -411041.156250 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -411041.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -411122.718750 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -411122.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -411192.781250 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -411192.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -411265.750000 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -411265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -411335.312500 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -411335.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -411390.687500 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -411390.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -411419.812500 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -411419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -411429.125000 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -411429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -411434.781250 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -411434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -411438.187500 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -411438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -411442.468750 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -411442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -411443.718750 Penalty: 4084.212646
	Iteration 24Q: 3 clusters Score -411443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -411445.250000 Penalty: 4084.212646
	Iteration 25Q: 3 clusters Score -411445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -411447.281250 Penalty: 4084.212646
	Iteration 26Q: 3 clusters Score -411447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -411451.937500 Penalty: 4084.212646
	Iteration 27Q: 3 clusters Score -411451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -411453.406250 Penalty: 4084.212646
	Iteration 28Q: 3 clusters Score -411453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -411453.406250 Penalty: 4084.212646
	Iteration 29F: 3 clusters Score -411453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -430149.156250 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -430149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -426377.468750 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -426377.5 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -427162.718750 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -427162.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -427351.281250 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -427351.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -427447.593750 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -427447.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -427502.437500 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -427502.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -427542.250000 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -427542.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -427573.718750 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -427573.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -427598.218750 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -427598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -427615.250000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -427615.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -427632.750000 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -427632.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -427645.562500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -427645.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -427659.750000 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -427659.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -427671.218750 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -427671.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427678.156250 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -427678.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -427688.000000 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -427688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -427698.250000 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -427698.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -427704.343750 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -427704.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -427713.562500 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -427713.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -427720.437500 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -427720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -427729.312500 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -427729.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -427738.531250 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -427738.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -427751.093750 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -427751.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -427765.156250 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -427765.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -427779.906250 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -427779.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -427795.875000 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -427795.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -427807.437500 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -427807.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -427824.718750 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -427824.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -427845.093750 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -427845.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -427863.125000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -427863.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -427881.437500 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -427881.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -427902.625000 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -427902.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -427927.406250 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -427927.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -427952.000000 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -427952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -427985.500000 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -427985.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -428014.593750 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -428014.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -428045.875000 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -428045.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -428075.781250 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -428075.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -428111.125000 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -428111.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -428147.437500 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -428147.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -428188.687500 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -428188.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -428238.781250 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -428238.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -428304.750000 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -428304.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -428354.093750 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -428354.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -428414.343750 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -428414.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -428471.718750 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -428471.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -428524.187500 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -428524.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -428564.812500 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -428564.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -428599.031250 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -428599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -428615.500000 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -428615.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -428626.437500 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -428626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -428632.437500 Penalty: 4094.117188
	Iteration 50Q: 3 clusters Score -428632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -428639.000000 Penalty: 4094.117188
	Iteration 51Q: 3 clusters Score -428639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -428647.656250 Penalty: 4094.117188
	Iteration 52Q: 3 clusters Score -428647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -428650.593750 Penalty: 4094.117188
	Iteration 53Q: 3 clusters Score -428650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428653.906250 Penalty: 4094.117188
	Iteration 54Q: 3 clusters Score -428653.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428658.750000 Penalty: 4094.117188
	Iteration 55Q: 3 clusters Score -428658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428661.218750 Penalty: 4094.117188
	Iteration 56Q: 3 clusters Score -428661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -428663.500000 Penalty: 4094.117188
	Iteration 57Q: 3 clusters Score -428663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428663.843750 Penalty: 4094.117188
	Iteration 58Q: 3 clusters Score -428663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428665.062500 Penalty: 4094.117188
	Iteration 59Q: 3 clusters Score -428665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428666.812500 Penalty: 4094.117188
	Iteration 60F: 3 clusters Score -428666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -428668.843750 Penalty: 4094.117188
	Iteration 61Q: 3 clusters Score -428668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -428668.812500 Penalty: 4094.117188
	Iteration 62Q: 3 clusters Score -428668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -428669.687500 Penalty: 4094.117188
	Iteration 63Q: 3 clusters Score -428669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -428669.687500 Penalty: 4094.117188
	Iteration 64F: 3 clusters Score -428669.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Entering Unmasked Estep 
Score: -2771848.250000 Penalty: 2501.683350
	Iteration 0F: 2 clusters Score -2771848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2754998.750000 Penalty: 5003.366699
	Iteration 0F: 3 clusters Score -2754999 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2760816.750000 Penalty: 5003.366699
	Iteration 1F: 3 clusters Score -2760817 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2761155.000000 Penalty: 5003.366699
	Iteration 2Q: 3 clusters Score -2761155 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2761493.500000 Penalty: 5003.366699
	Iteration 3Q: 3 clusters Score -2761494 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2761817.750000 Penalty: 5003.366699
	Iteration 4Q: 3 clusters Score -2761818 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2762223.500000 Penalty: 5003.366699
	Iteration 5Q: 3 clusters Score -2762224 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2762770.750000 Penalty: 5003.366699
	Iteration 6Q: 3 clusters Score -2762771 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2763609.000000 Penalty: 5003.366699
	Iteration 7F: 3 clusters Score -2763609 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2764687.750000 Penalty: 5003.366699
	Iteration 8F: 3 clusters Score -2764688 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2765902.000000 Penalty: 5003.366699
	Iteration 9F: 3 clusters Score -2765902 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2767072.750000 Penalty: 5003.366699
	Iteration 10F: 3 clusters Score -2767073 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2767886.500000 Penalty: 5003.366699
	Iteration 11Q: 3 clusters Score -2767886 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2768457.250000 Penalty: 5003.366699
	Iteration 12Q: 3 clusters Score -2768457 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2768834.500000 Penalty: 5003.366699
	Iteration 13Q: 3 clusters Score -2768834 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2769061.000000 Penalty: 5003.366699
	Iteration 14Q: 3 clusters Score -2769061 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2769220.250000 Penalty: 5003.366699
	Iteration 15Q: 3 clusters Score -2769220 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2769333.000000 Penalty: 5003.366699
	Iteration 16Q: 3 clusters Score -2769333 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2769416.750000 Penalty: 5003.366699
	Iteration 17Q: 3 clusters Score -2769417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2769491.000000 Penalty: 5003.366699
	Iteration 18Q: 3 clusters Score -2769491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2769530.250000 Penalty: 5003.366699
	Iteration 19Q: 3 clusters Score -2769530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2769553.500000 Penalty: 5003.366699
	Iteration 20F: 3 clusters Score -2769554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2769570.500000 Penalty: 5003.366699
	Iteration 21Q: 3 clusters Score -2769570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2769589.500000 Penalty: 5003.366699
	Iteration 22Q: 3 clusters Score -2769590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2769600.500000 Penalty: 5003.366699
	Iteration 23Q: 3 clusters Score -2769600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2769610.000000 Penalty: 5003.366699
	Iteration 24Q: 3 clusters Score -2769610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2769610.750000 Penalty: 5003.366699
	Iteration 25Q: 3 clusters Score -2769611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2769621.250000 Penalty: 5003.366699
	Iteration 26Q: 3 clusters Score -2769621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2769628.500000 Penalty: 5003.366699
	Iteration 27Q: 3 clusters Score -2769628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2769630.000000 Penalty: 5003.366699
	Iteration 28Q: 3 clusters Score -2769630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2769641.000000 Penalty: 5003.366699
	Iteration 29Q: 3 clusters Score -2769641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2769652.500000 Penalty: 5003.366699
	Iteration 30Q: 3 clusters Score -2769652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2769662.250000 Penalty: 5003.366699
	Iteration 31Q: 3 clusters Score -2769662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2769665.000000 Penalty: 5003.366699
	Iteration 32Q: 3 clusters Score -2769665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -2769660.750000 Penalty: 5003.366699
	Iteration 33Q: 3 clusters Score -2769661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2769666.750000 Penalty: 5003.366699
	Iteration 34Q: 3 clusters Score -2769667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2769669.000000 Penalty: 5003.366699
	Iteration 35Q: 3 clusters Score -2769669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2769669.750000 Penalty: 5003.366699
	Iteration 36Q: 3 clusters Score -2769670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2769677.750000 Penalty: 5003.366699
	Iteration 37Q: 3 clusters Score -2769678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2769685.250000 Penalty: 5003.366699
	Iteration 38Q: 3 clusters Score -2769685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2769679.000000 Penalty: 5003.366699
	Iteration 39Q: 3 clusters Score -2769679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2769688.000000 Penalty: 5003.366699
	Iteration 40F: 3 clusters Score -2769688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2769688.500000 Penalty: 5003.366699
	Iteration 41Q: 3 clusters Score -2769688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2769687.250000 Penalty: 5003.366699
	Iteration 42Q: 3 clusters Score -2769687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2769685.500000 Penalty: 5003.366699
	Iteration 43Q: 3 clusters Score -2769686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2769688.500000 Penalty: 5003.366699
	Iteration 44Q: 3 clusters Score -2769688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2769688.500000 Penalty: 5003.366699
	Iteration 45F: 3 clusters Score -2769688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Entering Unmasked Estep 
Score: -4992421.000000 Penalty: 2651.557129
	Iteration 0F: 2 clusters Score -4992421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4962742.500000 Penalty: 5303.114258
	Iteration 0F: 3 clusters Score -4962742 nChanged 20058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4973693.000000 Penalty: 5303.114258
	Iteration 1F: 3 clusters Score -4973693 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4974305.000000 Penalty: 5303.114258
	Iteration 2Q: 3 clusters Score -4974305 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4974902.500000 Penalty: 5303.114258
	Iteration 3Q: 3 clusters Score -4974902 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4975753.000000 Penalty: 5303.114258
	Iteration 4Q: 3 clusters Score -4975753 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4976895.500000 Penalty: 5303.114258
	Iteration 5Q: 3 clusters Score -4976896 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4978457.500000 Penalty: 5303.114258
	Iteration 6F: 3 clusters Score -4978458 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4980438.000000 Penalty: 5303.114258
	Iteration 7F: 3 clusters Score -4980438 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4982623.000000 Penalty: 5303.114258
	Iteration 8F: 3 clusters Score -4982623 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -4984728.500000 Penalty: 5303.114258
	Iteration 9F: 3 clusters Score -4984728 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -4986564.000000 Penalty: 5303.114258
	Iteration 10Q: 3 clusters Score -4986564 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4987882.500000 Penalty: 5303.114258
	Iteration 11Q: 3 clusters Score -4987882 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4988781.000000 Penalty: 5303.114258
	Iteration 12Q: 3 clusters Score -4988781 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4989310.500000 Penalty: 5303.114258
	Iteration 13Q: 3 clusters Score -4989310 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4989615.500000 Penalty: 5303.114258
	Iteration 14Q: 3 clusters Score -4989616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4989801.500000 Penalty: 5303.114258
	Iteration 15Q: 3 clusters Score -4989802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4989917.000000 Penalty: 5303.114258
	Iteration 16Q: 3 clusters Score -4989917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4989995.000000 Penalty: 5303.114258
	Iteration 17Q: 3 clusters Score -4989995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4990050.000000 Penalty: 5303.114258
	Iteration 18Q: 3 clusters Score -4990050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4990093.500000 Penalty: 5303.114258
	Iteration 19Q: 3 clusters Score -4990094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4990123.000000 Penalty: 5303.114258
	Iteration 20F: 3 clusters Score -4990123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4990149.500000 Penalty: 5303.114258
	Iteration 21Q: 3 clusters Score -4990150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4990170.000000 Penalty: 5303.114258
	Iteration 22Q: 3 clusters Score -4990170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4990177.000000 Penalty: 5303.114258
	Iteration 23Q: 3 clusters Score -4990177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4990184.500000 Penalty: 5303.114258
	Iteration 24Q: 3 clusters Score -4990184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4990202.000000 Penalty: 5303.114258
	Iteration 25Q: 3 clusters Score -4990202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4990206.500000 Penalty: 5303.114258
	Iteration 26Q: 3 clusters Score -4990206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4990205.500000 Penalty: 5303.114258
	Iteration 27Q: 3 clusters Score -4990206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4990208.500000 Penalty: 5303.114258
	Iteration 28Q: 3 clusters Score -4990208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4990208.500000 Penalty: 5303.114258
	Iteration 29F: 3 clusters Score -4990208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54174.671875 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54174.67 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54540.515625 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54540.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54674.566406 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54674.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54890.804688 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -54890.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55066.675781 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -55066.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55133.246094 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -55133.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55161.589844 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -55161.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55174.035156 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -55174.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55186.539062 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -55186.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55194.390625 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -55194.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55201.851562 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -55201.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55202.179688 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -55202.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55202.179688 Penalty: 3180.261963
	Iteration 12F: 3 clusters Score -55202.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -163130.406250 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -163130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -160763.234375 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -160763.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161177.468750 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -161177.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161281.296875 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -161281.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161331.062500 Penalty: 3667.058350
	Iteration 3Q: 3 clusters Score -161331.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161367.328125 Penalty: 3667.058350
	Iteration 4Q: 3 clusters Score -161367.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161389.343750 Penalty: 3667.058350
	Iteration 5Q: 3 clusters Score -161389.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -161399.671875 Penalty: 3667.058350
	Iteration 6Q: 3 clusters Score -161399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -161405.828125 Penalty: 3667.058350
	Iteration 7Q: 3 clusters Score -161405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -161412.687500 Penalty: 3667.058350
	Iteration 8Q: 3 clusters Score -161412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -161416.093750 Penalty: 3667.058350
	Iteration 9Q: 3 clusters Score -161416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161421.593750 Penalty: 3667.058350
	Iteration 10Q: 3 clusters Score -161421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -161426.625000 Penalty: 3667.058350
	Iteration 11Q: 3 clusters Score -161426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161430.953125 Penalty: 3667.058350
	Iteration 12Q: 3 clusters Score -161431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161434.468750 Penalty: 3667.058350
	Iteration 13Q: 3 clusters Score -161434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161437.843750 Penalty: 3667.058350
	Iteration 14Q: 3 clusters Score -161437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161439.750000 Penalty: 3667.058350
	Iteration 15Q: 3 clusters Score -161439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161440.125000 Penalty: 3667.058350
	Iteration 16Q: 3 clusters Score -161440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -161440.187500 Penalty: 3667.058350
	Iteration 17Q: 3 clusters Score -161440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161440.890625 Penalty: 3667.058350
	Iteration 18Q: 3 clusters Score -161440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161441.796875 Penalty: 3667.058350
	Iteration 19Q: 3 clusters Score -161441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161442.765625 Penalty: 3667.058350
	Iteration 20F: 3 clusters Score -161442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -161446.421875 Penalty: 3667.058350
	Iteration 21Q: 3 clusters Score -161446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -161447.562500 Penalty: 3667.058350
	Iteration 22Q: 3 clusters Score -161447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -161449.421875 Penalty: 3667.058350
	Iteration 23Q: 3 clusters Score -161449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161451.093750 Penalty: 3667.058350
	Iteration 24Q: 3 clusters Score -161451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161451.796875 Penalty: 3667.058350
	Iteration 25Q: 3 clusters Score -161451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161452.125000 Penalty: 3667.058350
	Iteration 26Q: 3 clusters Score -161452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161453.031250 Penalty: 3667.058350
	Iteration 27Q: 3 clusters Score -161453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161454.437500 Penalty: 3667.058350
	Iteration 28Q: 3 clusters Score -161454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -161457.968750 Penalty: 3667.058350
	Iteration 29Q: 3 clusters Score -161458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161459.515625 Penalty: 3667.058350
	Iteration 30Q: 3 clusters Score -161459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161461.218750 Penalty: 3667.058350
	Iteration 31Q: 3 clusters Score -161461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161462.703125 Penalty: 3667.058350
	Iteration 32Q: 3 clusters Score -161462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -161463.421875 Penalty: 3667.058350
	Iteration 33Q: 3 clusters Score -161463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161465.187500 Penalty: 3667.058350
	Iteration 34Q: 3 clusters Score -161465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161465.187500 Penalty: 3667.058350
	Iteration 35F: 3 clusters Score -161465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Entering Unmasked Estep 
Score: -10928241.000000 Penalty: 2846.094727
	Iteration 0F: 2 clusters Score -1.092824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -10863960.000000 Penalty: 5692.189453
	Iteration 0F: 3 clusters Score -1.086396e+07 nChanged 45519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -10889871.000000 Penalty: 5692.189453
	Iteration 1F: 3 clusters Score -1.088987e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -10890725.000000 Penalty: 5692.189453
	Iteration 2Q: 3 clusters Score -1.089072e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -10891502.000000 Penalty: 5692.189453
	Iteration 3Q: 3 clusters Score -1.08915e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -10892334.000000 Penalty: 5692.189453
	Iteration 4Q: 3 clusters Score -1.089233e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -10893317.000000 Penalty: 5692.189453
	Iteration 5Q: 3 clusters Score -1.089332e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -10894487.000000 Penalty: 5692.189453
	Iteration 6Q: 3 clusters Score -1.089449e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -10895959.000000 Penalty: 5692.189453
	Iteration 7Q: 3 clusters Score -1.089596e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -10897742.000000 Penalty: 5692.189453
	Iteration 8Q: 3 clusters Score -1.089774e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -10899760.000000 Penalty: 5692.189453
	Iteration 9Q: 3 clusters Score -1.089976e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -10902305.000000 Penalty: 5692.189453
	Iteration 10Q: 3 clusters Score -1.09023e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -10905365.000000 Penalty: 5692.189453
	Iteration 11Q: 3 clusters Score -1.090536e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -10909091.000000 Penalty: 5692.189453
	Iteration 12Q: 3 clusters Score -1.090909e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -10913288.000000 Penalty: 5692.189453
	Iteration 13Q: 3 clusters Score -1.091329e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -10915981.000000 Penalty: 5692.189453
	Iteration 14Q: 3 clusters Score -1.091598e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -10917431.000000 Penalty: 5692.189453
	Iteration 15Q: 3 clusters Score -1.091743e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -10918399.000000 Penalty: 5692.189453
	Iteration 16Q: 3 clusters Score -1.09184e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -10919102.000000 Penalty: 5692.189453
	Iteration 17Q: 3 clusters Score -1.09191e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -10919743.000000 Penalty: 5692.189453
	Iteration 18Q: 3 clusters Score -1.091974e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -10920323.000000 Penalty: 5692.189453
	Iteration 19Q: 3 clusters Score -1.092032e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -10920886.000000 Penalty: 5692.189453
	Iteration 20F: 3 clusters Score -1.092089e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10921381.000000 Penalty: 5692.189453
	Iteration 21Q: 3 clusters Score -1.092138e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -10921920.000000 Penalty: 5692.189453
	Iteration 22Q: 3 clusters Score -1.092192e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -10922471.000000 Penalty: 5692.189453
	Iteration 23Q: 3 clusters Score -1.092247e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -10922955.000000 Penalty: 5692.189453
	Iteration 24Q: 3 clusters Score -1.092296e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -10923391.000000 Penalty: 5692.189453
	Iteration 25Q: 3 clusters Score -1.092339e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -10923775.000000 Penalty: 5692.189453
	Iteration 26Q: 3 clusters Score -1.092378e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -10924097.000000 Penalty: 5692.189453
	Iteration 27Q: 3 clusters Score -1.09241e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -10924340.000000 Penalty: 5692.189453
	Iteration 28Q: 3 clusters Score -1.092434e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -10924515.000000 Penalty: 5692.189453
	Iteration 29Q: 3 clusters Score -1.092452e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -10924725.000000 Penalty: 5692.189453
	Iteration 30Q: 3 clusters Score -1.092472e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -10924826.000000 Penalty: 5692.189453
	Iteration 31Q: 3 clusters Score -1.092483e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -10924958.000000 Penalty: 5692.189453
	Iteration 32Q: 3 clusters Score -1.092496e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -10925134.000000 Penalty: 5692.189453
	Iteration 33Q: 3 clusters Score -1.092513e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -10925209.000000 Penalty: 5692.189453
	Iteration 34Q: 3 clusters Score -1.092521e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -10925265.000000 Penalty: 5692.189453
	Iteration 35Q: 3 clusters Score -1.092526e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -10925323.000000 Penalty: 5692.189453
	Iteration 36Q: 3 clusters Score -1.092532e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -10925381.000000 Penalty: 5692.189453
	Iteration 37Q: 3 clusters Score -1.092538e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -10925414.000000 Penalty: 5692.189453
	Iteration 38Q: 3 clusters Score -1.092541e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -10925453.000000 Penalty: 5692.189453
	Iteration 39Q: 3 clusters Score -1.092545e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -10925501.000000 Penalty: 5692.189453
	Iteration 40F: 3 clusters Score -1.09255e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -10925562.000000 Penalty: 5692.189453
	Iteration 41Q: 3 clusters Score -1.092556e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -10925595.000000 Penalty: 5692.189453
	Iteration 42Q: 3 clusters Score -1.09256e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -10925608.000000 Penalty: 5692.189453
	Iteration 43Q: 3 clusters Score -1.092561e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -10925633.000000 Penalty: 5692.189453
	Iteration 44Q: 3 clusters Score -1.092563e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -10925646.000000 Penalty: 5692.189453
	Iteration 45Q: 3 clusters Score -1.092565e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -10925669.000000 Penalty: 5692.189453
	Iteration 46Q: 3 clusters Score -1.092567e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -10925723.000000 Penalty: 5692.189453
	Iteration 47Q: 3 clusters Score -1.092572e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -10925730.000000 Penalty: 5692.189453
	Iteration 48Q: 3 clusters Score -1.092573e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -10925769.000000 Penalty: 5692.189453
	Iteration 49Q: 3 clusters Score -1.092577e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -10925760.000000 Penalty: 5692.189453
	Iteration 50Q: 3 clusters Score -1.092576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -10925785.000000 Penalty: 5692.189453
	Iteration 51Q: 3 clusters Score -1.092578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -10925787.000000 Penalty: 5692.189453
	Iteration 52Q: 3 clusters Score -1.092579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -10925778.000000 Penalty: 5692.189453
	Iteration 53Q: 3 clusters Score -1.092578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -10925801.000000 Penalty: 5692.189453
	Iteration 54Q: 3 clusters Score -1.09258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -10925807.000000 Penalty: 5692.189453
	Iteration 55Q: 3 clusters Score -1.092581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -10925808.000000 Penalty: 5692.189453
	Iteration 56Q: 3 clusters Score -1.092581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -10925818.000000 Penalty: 5692.189453
	Iteration 57Q: 3 clusters Score -1.092582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -10925835.000000 Penalty: 5692.189453
	Iteration 58Q: 3 clusters Score -1.092584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -10925836.000000 Penalty: 5692.189453
	Iteration 59Q: 3 clusters Score -1.092584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -10925831.000000 Penalty: 5692.189453
	Iteration 60F: 3 clusters Score -1.092583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -10925847.000000 Penalty: 5692.189453
	Iteration 61Q: 3 clusters Score -1.092585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -10925848.000000 Penalty: 5692.189453
	Iteration 62Q: 3 clusters Score -1.092585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -10925838.000000 Penalty: 5692.189453
	Iteration 63Q: 3 clusters Score -1.092584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -10925849.000000 Penalty: 5692.189453
	Iteration 64Q: 3 clusters Score -1.092585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -10925868.000000 Penalty: 5692.189453
	Iteration 65Q: 3 clusters Score -1.092587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -10925865.000000 Penalty: 5692.189453
	Iteration 66Q: 3 clusters Score -1.092586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -10925871.000000 Penalty: 5692.189453
	Iteration 67Q: 3 clusters Score -1.092587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -10925871.000000 Penalty: 5692.189453
	Iteration 68Q: 3 clusters Score -1.092587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -10925876.000000 Penalty: 5692.189453
	Iteration 69Q: 3 clusters Score -1.092588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -10925895.000000 Penalty: 5692.189453
	Iteration 70Q: 3 clusters Score -1.09259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -10925909.000000 Penalty: 5692.189453
	Iteration 71Q: 3 clusters Score -1.092591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -10925928.000000 Penalty: 5692.189453
	Iteration 72Q: 3 clusters Score -1.092593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -10925943.000000 Penalty: 5692.189453
	Iteration 73Q: 3 clusters Score -1.092594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -10925931.000000 Penalty: 5692.189453
	Iteration 74Q: 3 clusters Score -1.092593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -10925924.000000 Penalty: 5692.189453
	Iteration 75Q: 3 clusters Score -1.092592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -10925936.000000 Penalty: 5692.189453
	Iteration 76Q: 3 clusters Score -1.092594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -10925945.000000 Penalty: 5692.189453
	Iteration 77Q: 3 clusters Score -1.092594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -10925943.000000 Penalty: 5692.189453
	Iteration 78Q: 3 clusters Score -1.092594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -10925949.000000 Penalty: 5692.189453
	Iteration 79Q: 3 clusters Score -1.092595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -10925946.000000 Penalty: 5692.189453
	Iteration 80F: 3 clusters Score -1.092595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -10925949.000000 Penalty: 5692.189453
	Iteration 81Q: 3 clusters Score -1.092595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -10925953.000000 Penalty: 5692.189453
	Iteration 82Q: 3 clusters Score -1.092595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -10925950.000000 Penalty: 5692.189453
	Iteration 83Q: 3 clusters Score -1.092595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -10925946.000000 Penalty: 5692.189453
	Iteration 84Q: 3 clusters Score -1.092595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -10925936.000000 Penalty: 5692.189453
	Iteration 85Q: 3 clusters Score -1.092594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -10925941.000000 Penalty: 5692.189453
	Iteration 86Q: 3 clusters Score -1.092594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -10925953.000000 Penalty: 5692.189453
	Iteration 87Q: 3 clusters Score -1.092595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -10925958.000000 Penalty: 5692.189453
	Iteration 88Q: 3 clusters Score -1.092596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -10925956.000000 Penalty: 5692.189453
	Iteration 89Q: 3 clusters Score -1.092596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -10925956.000000 Penalty: 5692.189453
	Iteration 90Q: 3 clusters Score -1.092596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -10925954.000000 Penalty: 5692.189453
	Iteration 91Q: 3 clusters Score -1.092595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -10925960.000000 Penalty: 5692.189453
	Iteration 92Q: 3 clusters Score -1.092596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -10925959.000000 Penalty: 5692.189453
	Iteration 93Q: 3 clusters Score -1.092596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -10925962.000000 Penalty: 5692.189453
	Iteration 94Q: 3 clusters Score -1.092596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -10925966.000000 Penalty: 5692.189453
	Iteration 95Q: 3 clusters Score -1.092597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -10925967.000000 Penalty: 5692.189453
	Iteration 96Q: 3 clusters Score -1.092597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -10925973.000000 Penalty: 5692.189453
	Iteration 97Q: 3 clusters Score -1.092597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -10925963.000000 Penalty: 5692.189453
	Iteration 98Q: 3 clusters Score -1.092596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -10925969.000000 Penalty: 5692.189453
	Iteration 99Q: 3 clusters Score -1.092597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -10925971.000000 Penalty: 5692.189453
	Iteration 100F: 3 clusters Score -1.092597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -10925955.000000 Penalty: 5692.189453
	Iteration 101Q: 3 clusters Score -1.092596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -10925948.000000 Penalty: 5692.189453
	Iteration 102Q: 3 clusters Score -1.092595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -10925947.000000 Penalty: 5692.189453
	Iteration 103Q: 3 clusters Score -1.092595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -10925958.000000 Penalty: 5692.189453
	Iteration 104Q: 3 clusters Score -1.092596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -10925955.000000 Penalty: 5692.189453
	Iteration 105Q: 3 clusters Score -1.092596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -10925960.000000 Penalty: 5692.189453
	Iteration 106Q: 3 clusters Score -1.092596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -10925964.000000 Penalty: 5692.189453
	Iteration 107Q: 3 clusters Score -1.092596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -10925959.000000 Penalty: 5692.189453
	Iteration 108Q: 3 clusters Score -1.092596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -10925958.000000 Penalty: 5692.189453
	Iteration 109Q: 3 clusters Score -1.092596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -10925950.000000 Penalty: 5692.189453
	Iteration 110Q: 3 clusters Score -1.092595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -10925969.000000 Penalty: 5692.189453
	Iteration 111Q: 3 clusters Score -1.092597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -10925973.000000 Penalty: 5692.189453
	Iteration 112Q: 3 clusters Score -1.092597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -10925976.000000 Penalty: 5692.189453
	Iteration 113Q: 3 clusters Score -1.092598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -10925977.000000 Penalty: 5692.189453
	Iteration 114Q: 3 clusters Score -1.092598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -10925977.000000 Penalty: 5692.189453
	Iteration 115F: 3 clusters Score -1.092598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Entering Unmasked Estep 
Score: -5610934.000000 Penalty: 2679.642334
	Iteration 0F: 2 clusters Score -5610934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5577684.000000 Penalty: 5359.284668
	Iteration 0F: 3 clusters Score -5577684 nChanged 22726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5590277.000000 Penalty: 5359.284668
	Iteration 1F: 3 clusters Score -5590277 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -5590881.500000 Penalty: 5359.284668
	Iteration 2Q: 3 clusters Score -5590882 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5591692.000000 Penalty: 5359.284668
	Iteration 3Q: 3 clusters Score -5591692 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -5592963.000000 Penalty: 5359.284668
	Iteration 4Q: 3 clusters Score -5592963 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5594718.500000 Penalty: 5359.284668
	Iteration 5F: 3 clusters Score -5594718 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -5597031.000000 Penalty: 5359.284668
	Iteration 6F: 3 clusters Score -5597031 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -5599736.000000 Penalty: 5359.284668
	Iteration 7F: 3 clusters Score -5599736 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5602578.000000 Penalty: 5359.284668
	Iteration 8F: 3 clusters Score -5602578 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5605090.500000 Penalty: 5359.284668
	Iteration 9F: 3 clusters Score -5605090 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5606738.000000 Penalty: 5359.284668
	Iteration 10Q: 3 clusters Score -5606738 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5607559.000000 Penalty: 5359.284668
	Iteration 11Q: 3 clusters Score -5607559 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5607916.500000 Penalty: 5359.284668
	Iteration 12Q: 3 clusters Score -5607916 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5608106.000000 Penalty: 5359.284668
	Iteration 13Q: 3 clusters Score -5608106 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5608257.000000 Penalty: 5359.284668
	Iteration 14Q: 3 clusters Score -5608257 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5608347.500000 Penalty: 5359.284668
	Iteration 15Q: 3 clusters Score -5608348 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5608435.500000 Penalty: 5359.284668
	Iteration 16Q: 3 clusters Score -5608436 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5608504.500000 Penalty: 5359.284668
	Iteration 17Q: 3 clusters Score -5608504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5608523.000000 Penalty: 5359.284668
	Iteration 18Q: 3 clusters Score -5608523 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5608557.500000 Penalty: 5359.284668
	Iteration 19Q: 3 clusters Score -5608558 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5608581.500000 Penalty: 5359.284668
	Iteration 20F: 3 clusters Score -5608582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5608616.000000 Penalty: 5359.284668
	Iteration 21Q: 3 clusters Score -5608616 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5608645.500000 Penalty: 5359.284668
	Iteration 22Q: 3 clusters Score -5608646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -5608670.500000 Penalty: 5359.284668
	Iteration 23Q: 3 clusters Score -5608670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5608700.000000 Penalty: 5359.284668
	Iteration 24Q: 3 clusters Score -5608700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5608727.500000 Penalty: 5359.284668
	Iteration 25Q: 3 clusters Score -5608728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5608727.500000 Penalty: 5359.284668
	Iteration 26Q: 3 clusters Score -5608728 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5608767.000000 Penalty: 5359.284668
	Iteration 27Q: 3 clusters Score -5608767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5608778.500000 Penalty: 5359.284668
	Iteration 28Q: 3 clusters Score -5608778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -5608782.500000 Penalty: 5359.284668
	Iteration 29Q: 3 clusters Score -5608782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5608803.500000 Penalty: 5359.284668
	Iteration 30Q: 3 clusters Score -5608804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5608797.000000 Penalty: 5359.284668
	Iteration 31Q: 3 clusters Score -5608797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5608810.500000 Penalty: 5359.284668
	Iteration 32Q: 3 clusters Score -5608810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5608817.500000 Penalty: 5359.284668
	Iteration 33Q: 3 clusters Score -5608818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5608820.000000 Penalty: 5359.284668
	Iteration 34Q: 3 clusters Score -5608820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5608810.500000 Penalty: 5359.284668
	Iteration 35Q: 3 clusters Score -5608810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5608817.000000 Penalty: 5359.284668
	Iteration 36Q: 3 clusters Score -5608817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5608815.500000 Penalty: 5359.284668
	Iteration 37Q: 3 clusters Score -5608816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5608827.500000 Penalty: 5359.284668
	Iteration 38Q: 3 clusters Score -5608828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5608818.500000 Penalty: 5359.284668
	Iteration 39Q: 3 clusters Score -5608818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -5608820.000000 Penalty: 5359.284668
	Iteration 40F: 3 clusters Score -5608820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5608826.500000 Penalty: 5359.284668
	Iteration 41Q: 3 clusters Score -5608826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5608833.500000 Penalty: 5359.284668
	Iteration 42Q: 3 clusters Score -5608834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5608833.500000 Penalty: 5359.284668
	Iteration 43Q: 3 clusters Score -5608834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -5608834.000000 Penalty: 5359.284668
	Iteration 44Q: 3 clusters Score -5608834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5608827.000000 Penalty: 5359.284668
	Iteration 45Q: 3 clusters Score -5608827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5608832.500000 Penalty: 5359.284668
	Iteration 46Q: 3 clusters Score -5608832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5608833.500000 Penalty: 5359.284668
	Iteration 47Q: 3 clusters Score -5608834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5608825.000000 Penalty: 5359.284668
	Iteration 48Q: 3 clusters Score -5608825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5608827.000000 Penalty: 5359.284668
	Iteration 49Q: 3 clusters Score -5608827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5608834.500000 Penalty: 5359.284668
	Iteration 50Q: 3 clusters Score -5608834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5608838.500000 Penalty: 5359.284668
	Iteration 51Q: 3 clusters Score -5608838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5608840.000000 Penalty: 5359.284668
	Iteration 52Q: 3 clusters Score -5608840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5608832.000000 Penalty: 5359.284668
	Iteration 53Q: 3 clusters Score -5608832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5608825.000000 Penalty: 5359.284668
	Iteration 54Q: 3 clusters Score -5608825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5608819.000000 Penalty: 5359.284668
	Iteration 55Q: 3 clusters Score -5608819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5608822.500000 Penalty: 5359.284668
	Iteration 56Q: 3 clusters Score -5608822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5608820.500000 Penalty: 5359.284668
	Iteration 57Q: 3 clusters Score -5608820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5608822.500000 Penalty: 5359.284668
	Iteration 58Q: 3 clusters Score -5608822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -5608825.500000 Penalty: 5359.284668
	Iteration 59Q: 3 clusters Score -5608826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5608829.000000 Penalty: 5359.284668
	Iteration 60F: 3 clusters Score -5608829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5608833.500000 Penalty: 5359.284668
	Iteration 61Q: 3 clusters Score -5608834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5608834.500000 Penalty: 5359.284668
	Iteration 62Q: 3 clusters Score -5608834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5608824.500000 Penalty: 5359.284668
	Iteration 63Q: 3 clusters Score -5608824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5608844.500000 Penalty: 5359.284668
	Iteration 64Q: 3 clusters Score -5608844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -5608837.000000 Penalty: 5359.284668
	Iteration 65Q: 3 clusters Score -5608837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -5608832.500000 Penalty: 5359.284668
	Iteration 66Q: 3 clusters Score -5608832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5608833.500000 Penalty: 5359.284668
	Iteration 67Q: 3 clusters Score -5608834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5608832.000000 Penalty: 5359.284668
	Iteration 68Q: 3 clusters Score -5608832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -5608836.500000 Penalty: 5359.284668
	Iteration 69Q: 3 clusters Score -5608836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5608843.500000 Penalty: 5359.284668
	Iteration 70Q: 3 clusters Score -5608844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5608846.000000 Penalty: 5359.284668
	Iteration 71Q: 3 clusters Score -5608846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5608852.000000 Penalty: 5359.284668
	Iteration 72Q: 3 clusters Score -5608852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -5608858.000000 Penalty: 5359.284668
	Iteration 73Q: 3 clusters Score -5608858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5608855.000000 Penalty: 5359.284668
	Iteration 74Q: 3 clusters Score -5608855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5608853.500000 Penalty: 5359.284668
	Iteration 75Q: 3 clusters Score -5608854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5608854.000000 Penalty: 5359.284668
	Iteration 76Q: 3 clusters Score -5608854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5608852.000000 Penalty: 5359.284668
	Iteration 77Q: 3 clusters Score -5608852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5608852.000000 Penalty: 5359.284668
	Iteration 78F: 3 clusters Score -5608852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -145096.562500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -145096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142893.531250 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -142893.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143297.953125 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -143298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -143425.187500 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -143425.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -143475.468750 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -143475.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -143509.437500 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -143509.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -143535.500000 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -143535.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -143559.031250 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -143559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -143582.812500 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -143582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -143593.281250 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -143593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -143597.968750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -143598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -143605.484375 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -143605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -143619.359375 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -143619.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -143645.750000 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -143645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143664.468750 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -143664.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -143682.468750 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -143682.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -143700.125000 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -143700.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -143712.281250 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -143712.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -143723.625000 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -143723.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143739.531250 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -143739.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -143750.062500 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -143750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -143759.218750 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -143759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143763.656250 Penalty: 3594.198486
	Iteration 21Q: 3 clusters Score -143763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143765.171875 Penalty: 3594.198486
	Iteration 22Q: 3 clusters Score -143765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143765.171875 Penalty: 3594.198486
	Iteration 23F: 3 clusters Score -143765.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128445.765625 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128445.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128730.812500 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128730.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128834.164062 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128834.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128908.195312 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128908.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128952.539062 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -128952.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128974.921875 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -128974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128994.945312 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -128994.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129016.328125 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129016.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129037.429688 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129058.468750 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129058.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129072.375000 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129072.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129101.445312 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129101.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129121.953125 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129133.937500 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129148.273438 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -129156.945312 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -129170.382812 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129172.421875 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129175.085938 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -129175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -129176.328125 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -129176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -129177.468750 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -129177.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Entering Unmasked Estep 
Score: -2803751.500000 Penalty: 2513.547852
	Iteration 0F: 2 clusters Score -2803752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2786305.000000 Penalty: 5027.095703
	Iteration 0F: 3 clusters Score -2786305 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2792181.000000 Penalty: 5027.095703
	Iteration 1F: 3 clusters Score -2792181 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2792616.000000 Penalty: 5027.095703
	Iteration 2Q: 3 clusters Score -2792616 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2793013.750000 Penalty: 5027.095703
	Iteration 3Q: 3 clusters Score -2793014 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2793409.750000 Penalty: 5027.095703
	Iteration 4Q: 3 clusters Score -2793410 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2793809.000000 Penalty: 5027.095703
	Iteration 5Q: 3 clusters Score -2793809 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2794341.500000 Penalty: 5027.095703
	Iteration 6Q: 3 clusters Score -2794342 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2795005.750000 Penalty: 5027.095703
	Iteration 7Q: 3 clusters Score -2795006 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2795690.250000 Penalty: 5027.095703
	Iteration 8F: 3 clusters Score -2795690 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2796314.250000 Penalty: 5027.095703
	Iteration 9Q: 3 clusters Score -2796314 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2796882.500000 Penalty: 5027.095703
	Iteration 10Q: 3 clusters Score -2796882 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2797434.750000 Penalty: 5027.095703
	Iteration 11Q: 3 clusters Score -2797435 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2797990.000000 Penalty: 5027.095703
	Iteration 12Q: 3 clusters Score -2797990 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2798512.500000 Penalty: 5027.095703
	Iteration 13Q: 3 clusters Score -2798512 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2799006.750000 Penalty: 5027.095703
	Iteration 14Q: 3 clusters Score -2799007 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2799432.000000 Penalty: 5027.095703
	Iteration 15Q: 3 clusters Score -2799432 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2799744.250000 Penalty: 5027.095703
	Iteration 16Q: 3 clusters Score -2799744 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2799993.750000 Penalty: 5027.095703
	Iteration 17Q: 3 clusters Score -2799994 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2800243.500000 Penalty: 5027.095703
	Iteration 18Q: 3 clusters Score -2800244 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2800479.250000 Penalty: 5027.095703
	Iteration 19Q: 3 clusters Score -2800479 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2800664.000000 Penalty: 5027.095703
	Iteration 20F: 3 clusters Score -2800664 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2800836.500000 Penalty: 5027.095703
	Iteration 21Q: 3 clusters Score -2800836 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2800986.000000 Penalty: 5027.095703
	Iteration 22Q: 3 clusters Score -2800986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2801089.500000 Penalty: 5027.095703
	Iteration 23Q: 3 clusters Score -2801090 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2801224.500000 Penalty: 5027.095703
	Iteration 24Q: 3 clusters Score -2801224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2801311.250000 Penalty: 5027.095703
	Iteration 25Q: 3 clusters Score -2801311 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2801398.250000 Penalty: 5027.095703
	Iteration 26Q: 3 clusters Score -2801398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2801476.000000 Penalty: 5027.095703
	Iteration 27Q: 3 clusters Score -2801476 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2801517.000000 Penalty: 5027.095703
	Iteration 28Q: 3 clusters Score -2801517 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2801590.750000 Penalty: 5027.095703
	Iteration 29Q: 3 clusters Score -2801591 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2801638.750000 Penalty: 5027.095703
	Iteration 30Q: 3 clusters Score -2801639 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2801692.500000 Penalty: 5027.095703
	Iteration 31Q: 3 clusters Score -2801692 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2801747.000000 Penalty: 5027.095703
	Iteration 32Q: 3 clusters Score -2801747 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2801799.250000 Penalty: 5027.095703
	Iteration 33Q: 3 clusters Score -2801799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2801855.750000 Penalty: 5027.095703
	Iteration 34Q: 3 clusters Score -2801856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2801883.750000 Penalty: 5027.095703
	Iteration 35Q: 3 clusters Score -2801884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2801897.750000 Penalty: 5027.095703
	Iteration 36Q: 3 clusters Score -2801898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2801924.250000 Penalty: 5027.095703
	Iteration 37Q: 3 clusters Score -2801924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2801936.750000 Penalty: 5027.095703
	Iteration 38Q: 3 clusters Score -2801937 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2801957.750000 Penalty: 5027.095703
	Iteration 39Q: 3 clusters Score -2801958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2801978.000000 Penalty: 5027.095703
	Iteration 40F: 3 clusters Score -2801978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2801991.250000 Penalty: 5027.095703
	Iteration 41Q: 3 clusters Score -2801991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2801996.750000 Penalty: 5027.095703
	Iteration 42Q: 3 clusters Score -2801997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2802014.250000 Penalty: 5027.095703
	Iteration 43Q: 3 clusters Score -2802014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2802024.000000 Penalty: 5027.095703
	Iteration 44Q: 3 clusters Score -2802024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2802040.750000 Penalty: 5027.095703
	Iteration 45Q: 3 clusters Score -2802041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2802047.250000 Penalty: 5027.095703
	Iteration 46Q: 3 clusters Score -2802047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2802052.500000 Penalty: 5027.095703
	Iteration 47Q: 3 clusters Score -2802052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2802058.750000 Penalty: 5027.095703
	Iteration 48Q: 3 clusters Score -2802059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2802066.750000 Penalty: 5027.095703
	Iteration 49Q: 3 clusters Score -2802067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2802070.250000 Penalty: 5027.095703
	Iteration 50Q: 3 clusters Score -2802070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2802078.500000 Penalty: 5027.095703
	Iteration 51Q: 3 clusters Score -2802078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2802080.750000 Penalty: 5027.095703
	Iteration 52Q: 3 clusters Score -2802081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2802082.500000 Penalty: 5027.095703
	Iteration 53Q: 3 clusters Score -2802082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2802094.000000 Penalty: 5027.095703
	Iteration 54Q: 3 clusters Score -2802094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2802100.500000 Penalty: 5027.095703
	Iteration 55Q: 3 clusters Score -2802100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2802104.000000 Penalty: 5027.095703
	Iteration 56Q: 3 clusters Score -2802104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2802111.000000 Penalty: 5027.095703
	Iteration 57Q: 3 clusters Score -2802111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2802117.500000 Penalty: 5027.095703
	Iteration 58Q: 3 clusters Score -2802118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2802122.000000 Penalty: 5027.095703
	Iteration 59Q: 3 clusters Score -2802122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2802126.500000 Penalty: 5027.095703
	Iteration 60F: 3 clusters Score -2802126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2802129.000000 Penalty: 5027.095703
	Iteration 61Q: 3 clusters Score -2802129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2802131.500000 Penalty: 5027.095703
	Iteration 62Q: 3 clusters Score -2802132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2802138.000000 Penalty: 5027.095703
	Iteration 63Q: 3 clusters Score -2802138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2802138.250000 Penalty: 5027.095703
	Iteration 64Q: 3 clusters Score -2802138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2802143.500000 Penalty: 5027.095703
	Iteration 65Q: 3 clusters Score -2802144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2802143.500000 Penalty: 5027.095703
	Iteration 66Q: 3 clusters Score -2802144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2802148.750000 Penalty: 5027.095703
	Iteration 67Q: 3 clusters Score -2802149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2802149.750000 Penalty: 5027.095703
	Iteration 68Q: 3 clusters Score -2802150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2802151.250000 Penalty: 5027.095703
	Iteration 69Q: 3 clusters Score -2802151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2802152.500000 Penalty: 5027.095703
	Iteration 70Q: 3 clusters Score -2802152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2802154.000000 Penalty: 5027.095703
	Iteration 71Q: 3 clusters Score -2802154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2802154.000000 Penalty: 5027.095703
	Iteration 72F: 3 clusters Score -2802154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -429745.031250 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -429745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -425706.375000 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -425706.4 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -426744.250000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -426744.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -427216.781250 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -427216.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -427848.375000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -427848.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -428293.781250 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -428293.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -428524.156250 Penalty: 4144.734863
	Iteration 5F: 3 clusters Score -428524.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -428683.781250 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -428683.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -428789.000000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -428789 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -428882.250000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -428882.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -428973.562500 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -428973.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -429040.500000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -429040.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -429086.625000 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -429086.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -429117.031250 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -429117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -429141.687500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -429141.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -429163.187500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -429163.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -429180.031250 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -429180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -429191.937500 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -429191.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -429204.781250 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -429204.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -429219.750000 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -429219.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -429231.500000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -429231.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -429243.406250 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -429243.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -429254.968750 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -429255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -429268.593750 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -429268.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -429283.906250 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -429283.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -429299.093750 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -429299.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -429311.375000 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -429311.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -429327.125000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -429327.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -429340.156250 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -429340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -429350.125000 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -429350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -429353.875000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -429353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -429358.937500 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -429358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -429363.718750 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -429363.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -429369.375000 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -429369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -429375.531250 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -429375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -429383.375000 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -429383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -429391.281250 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -429391.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -429396.500000 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -429396.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -429403.187500 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -429403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -429410.125000 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -429410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -429416.437500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -429416.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -429424.093750 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -429424.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -429432.812500 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -429432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -429445.062500 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -429445.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -429457.750000 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -429457.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -429466.968750 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -429467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -429474.875000 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -429474.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -429483.843750 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -429483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -429495.093750 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -429495.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -429501.562500 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -429501.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -429508.812500 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -429508.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -429516.156250 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -429516.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -429526.281250 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -429526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -429539.656250 Penalty: 4144.734863
	Iteration 52Q: 3 clusters Score -429539.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -429547.531250 Penalty: 4144.734863
	Iteration 53Q: 3 clusters Score -429547.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -429561.656250 Penalty: 4144.734863
	Iteration 54Q: 3 clusters Score -429561.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -429567.156250 Penalty: 4144.734863
	Iteration 55Q: 3 clusters Score -429567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -429573.343750 Penalty: 4144.734863
	Iteration 56Q: 3 clusters Score -429573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -429577.218750 Penalty: 4144.734863
	Iteration 57Q: 3 clusters Score -429577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429581.500000 Penalty: 4144.734863
	Iteration 58Q: 3 clusters Score -429581.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -429588.093750 Penalty: 4144.734863
	Iteration 59Q: 3 clusters Score -429588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -429591.093750 Penalty: 4144.734863
	Iteration 60F: 3 clusters Score -429591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -429595.218750 Penalty: 4144.734863
	Iteration 61Q: 3 clusters Score -429595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -429602.218750 Penalty: 4144.734863
	Iteration 62Q: 3 clusters Score -429602.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -429612.375000 Penalty: 4144.734863
	Iteration 63Q: 3 clusters Score -429612.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -429620.531250 Penalty: 4144.734863
	Iteration 64Q: 3 clusters Score -429620.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -429628.906250 Penalty: 4144.734863
	Iteration 65Q: 3 clusters Score -429628.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -429641.343750 Penalty: 4144.734863
	Iteration 66Q: 3 clusters Score -429641.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -429651.875000 Penalty: 4144.734863
	Iteration 67Q: 3 clusters Score -429651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -429662.718750 Penalty: 4144.734863
	Iteration 68Q: 3 clusters Score -429662.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -429677.218750 Penalty: 4144.734863
	Iteration 69Q: 3 clusters Score -429677.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -429699.937500 Penalty: 4144.734863
	Iteration 70Q: 3 clusters Score -429699.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -429740.343750 Penalty: 4144.734863
	Iteration 71Q: 3 clusters Score -429740.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -429811.687500 Penalty: 4144.734863
	Iteration 72Q: 3 clusters Score -429811.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -429881.593750 Penalty: 4144.734863
	Iteration 73Q: 3 clusters Score -429881.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -429920.625000 Penalty: 4144.734863
	Iteration 74Q: 3 clusters Score -429920.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -429942.187500 Penalty: 4144.734863
	Iteration 75Q: 3 clusters Score -429942.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -429953.718750 Penalty: 4144.734863
	Iteration 76Q: 3 clusters Score -429953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -429962.375000 Penalty: 4144.734863
	Iteration 77Q: 3 clusters Score -429962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -429966.406250 Penalty: 4144.734863
	Iteration 78Q: 3 clusters Score -429966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -429973.125000 Penalty: 4144.734863
	Iteration 79Q: 3 clusters Score -429973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -429975.562500 Penalty: 4144.734863
	Iteration 80F: 3 clusters Score -429975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -429978.656250 Penalty: 4144.734863
	Iteration 81Q: 3 clusters Score -429978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -429983.531250 Penalty: 4144.734863
	Iteration 82Q: 3 clusters Score -429983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -429984.750000 Penalty: 4144.734863
	Iteration 83Q: 3 clusters Score -429984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -429985.218750 Penalty: 4144.734863
	Iteration 84Q: 3 clusters Score -429985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -429985.625000 Penalty: 4144.734863
	Iteration 85Q: 3 clusters Score -429985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -429987.156250 Penalty: 4144.734863
	Iteration 86Q: 3 clusters Score -429987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -429989.812500 Penalty: 4144.734863
	Iteration 87Q: 3 clusters Score -429989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -429990.375000 Penalty: 4144.734863
	Iteration 88Q: 3 clusters Score -429990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -429991.000000 Penalty: 4144.734863
	Iteration 89Q: 3 clusters Score -429991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -429991.000000 Penalty: 4144.734863
	Iteration 90F: 3 clusters Score -429991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 47637 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96393 members 
Mstep: Class 13 contains 49267 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343394 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 1041 members 
Entering Unmasked Estep 
Score: -110922368.000000 Penalty: 161184.531250
Splitting cluster 17 changes total score from -110923480.000000 to -110922368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (24093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Entering Unmasked Estep 
Score: -2757032.500000 Penalty: 2502.239746
	Iteration 0F: 2 clusters Score -2757032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2740317.750000 Penalty: 5004.479492
	Iteration 0F: 3 clusters Score -2740318 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2745990.250000 Penalty: 5004.479492
	Iteration 1F: 3 clusters Score -2745990 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2746380.500000 Penalty: 5004.479492
	Iteration 2Q: 3 clusters Score -2746380 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2746698.750000 Penalty: 5004.479492
	Iteration 3Q: 3 clusters Score -2746699 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2746989.250000 Penalty: 5004.479492
	Iteration 4Q: 3 clusters Score -2746989 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2747242.750000 Penalty: 5004.479492
	Iteration 5Q: 3 clusters Score -2747243 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2747517.250000 Penalty: 5004.479492
	Iteration 6Q: 3 clusters Score -2747517 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2747852.750000 Penalty: 5004.479492
	Iteration 7Q: 3 clusters Score -2747853 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2748217.750000 Penalty: 5004.479492
	Iteration 8Q: 3 clusters Score -2748218 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2748633.250000 Penalty: 5004.479492
	Iteration 9Q: 3 clusters Score -2748633 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2749082.250000 Penalty: 5004.479492
	Iteration 10Q: 3 clusters Score -2749082 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2749533.250000 Penalty: 5004.479492
	Iteration 11Q: 3 clusters Score -2749533 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2750019.750000 Penalty: 5004.479492
	Iteration 12Q: 3 clusters Score -2750020 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2750586.750000 Penalty: 5004.479492
	Iteration 13Q: 3 clusters Score -2750587 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2751164.750000 Penalty: 5004.479492
	Iteration 14Q: 3 clusters Score -2751165 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2751660.500000 Penalty: 5004.479492
	Iteration 15Q: 3 clusters Score -2751660 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2752034.750000 Penalty: 5004.479492
	Iteration 16Q: 3 clusters Score -2752035 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2752352.500000 Penalty: 5004.479492
	Iteration 17Q: 3 clusters Score -2752352 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2752624.750000 Penalty: 5004.479492
	Iteration 18Q: 3 clusters Score -2752625 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2752842.000000 Penalty: 5004.479492
	Iteration 19Q: 3 clusters Score -2752842 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2753095.500000 Penalty: 5004.479492
	Iteration 20F: 3 clusters Score -2753096 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2753312.250000 Penalty: 5004.479492
	Iteration 21Q: 3 clusters Score -2753312 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2753526.750000 Penalty: 5004.479492
	Iteration 22Q: 3 clusters Score -2753527 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2753714.000000 Penalty: 5004.479492
	Iteration 23Q: 3 clusters Score -2753714 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2753874.000000 Penalty: 5004.479492
	Iteration 24Q: 3 clusters Score -2753874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2754031.250000 Penalty: 5004.479492
	Iteration 25Q: 3 clusters Score -2754031 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2754182.250000 Penalty: 5004.479492
	Iteration 26Q: 3 clusters Score -2754182 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2754309.250000 Penalty: 5004.479492
	Iteration 27Q: 3 clusters Score -2754309 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2754418.500000 Penalty: 5004.479492
	Iteration 28Q: 3 clusters Score -2754418 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2754531.500000 Penalty: 5004.479492
	Iteration 29Q: 3 clusters Score -2754532 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2754621.500000 Penalty: 5004.479492
	Iteration 30Q: 3 clusters Score -2754622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2754699.500000 Penalty: 5004.479492
	Iteration 31Q: 3 clusters Score -2754700 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2754771.750000 Penalty: 5004.479492
	Iteration 32Q: 3 clusters Score -2754772 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2754823.750000 Penalty: 5004.479492
	Iteration 33Q: 3 clusters Score -2754824 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2754863.750000 Penalty: 5004.479492
	Iteration 34Q: 3 clusters Score -2754864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2754919.500000 Penalty: 5004.479492
	Iteration 35Q: 3 clusters Score -2754920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2754954.750000 Penalty: 5004.479492
	Iteration 36Q: 3 clusters Score -2754955 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2754993.500000 Penalty: 5004.479492
	Iteration 37Q: 3 clusters Score -2754994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2755027.000000 Penalty: 5004.479492
	Iteration 38Q: 3 clusters Score -2755027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2755050.500000 Penalty: 5004.479492
	Iteration 39Q: 3 clusters Score -2755050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2755075.250000 Penalty: 5004.479492
	Iteration 40F: 3 clusters Score -2755075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2755098.750000 Penalty: 5004.479492
	Iteration 41Q: 3 clusters Score -2755099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2755109.250000 Penalty: 5004.479492
	Iteration 42Q: 3 clusters Score -2755109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2755114.000000 Penalty: 5004.479492
	Iteration 43Q: 3 clusters Score -2755114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2755122.250000 Penalty: 5004.479492
	Iteration 44Q: 3 clusters Score -2755122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2755142.000000 Penalty: 5004.479492
	Iteration 45Q: 3 clusters Score -2755142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2755147.750000 Penalty: 5004.479492
	Iteration 46Q: 3 clusters Score -2755148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2755154.500000 Penalty: 5004.479492
	Iteration 47Q: 3 clusters Score -2755154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2755165.000000 Penalty: 5004.479492
	Iteration 48Q: 3 clusters Score -2755165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2755181.500000 Penalty: 5004.479492
	Iteration 49Q: 3 clusters Score -2755182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2755180.500000 Penalty: 5004.479492
	Iteration 50Q: 3 clusters Score -2755180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2755181.000000 Penalty: 5004.479492
	Iteration 51Q: 3 clusters Score -2755181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2755184.250000 Penalty: 5004.479492
	Iteration 52Q: 3 clusters Score -2755184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2755182.500000 Penalty: 5004.479492
	Iteration 53Q: 3 clusters Score -2755182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2755188.000000 Penalty: 5004.479492
	Iteration 54Q: 3 clusters Score -2755188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2755185.500000 Penalty: 5004.479492
	Iteration 55Q: 3 clusters Score -2755186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2755186.500000 Penalty: 5004.479492
	Iteration 56Q: 3 clusters Score -2755186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2755179.000000 Penalty: 5004.479492
	Iteration 57Q: 3 clusters Score -2755179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2755181.250000 Penalty: 5004.479492
	Iteration 58Q: 3 clusters Score -2755181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2755184.000000 Penalty: 5004.479492
	Iteration 59Q: 3 clusters Score -2755184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2755184.000000 Penalty: 5004.479492
	Iteration 60F: 3 clusters Score -2755184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -974067.250000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -974067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -967064.375000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -967064.4 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -968968.625000 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -968968.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -969345.812500 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -969345.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -969620.250000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -969620.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -969838.937500 Penalty: 4503.286621
	Iteration 4Q: 3 clusters Score -969838.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -970027.062500 Penalty: 4503.286621
	Iteration 5Q: 3 clusters Score -970027.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -970195.250000 Penalty: 4503.286621
	Iteration 6Q: 3 clusters Score -970195.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -970336.875000 Penalty: 4503.286621
	Iteration 7Q: 3 clusters Score -970336.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -970490.687500 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -970490.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -970638.000000 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -970638 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -970770.562500 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -970770.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -970899.250000 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -970899.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -971007.250000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -971007.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -971112.375000 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -971112.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -971207.750000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -971207.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -971291.375000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -971291.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -971361.687500 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -971361.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -971435.625000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -971435.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -971489.562500 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -971489.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -971540.187500 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -971540.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -971582.375000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -971582.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -971621.187500 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -971621.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -971665.500000 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -971665.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -971694.937500 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -971694.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -971728.187500 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -971728.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -971754.312500 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -971754.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -971784.562500 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -971784.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -971815.625000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -971815.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -971839.000000 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -971839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -971858.187500 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -971858.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -971880.125000 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -971880.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -971889.125000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -971889.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -971900.750000 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -971900.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -971907.687500 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -971907.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -971920.000000 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -971920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -971929.937500 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -971929.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -971940.937500 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -971940.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -971950.187500 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -971950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -971955.062500 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -971955.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -971960.687500 Penalty: 4503.286621
	Iteration 39Q: 3 clusters Score -971960.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -971963.812500 Penalty: 4503.286621
	Iteration 40F: 3 clusters Score -971963.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -971971.062500 Penalty: 4503.286621
	Iteration 41Q: 3 clusters Score -971971.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -971976.500000 Penalty: 4503.286621
	Iteration 42Q: 3 clusters Score -971976.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -971987.625000 Penalty: 4503.286621
	Iteration 43Q: 3 clusters Score -971987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -971989.687500 Penalty: 4503.286621
	Iteration 44Q: 3 clusters Score -971989.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -971996.937500 Penalty: 4503.286621
	Iteration 45Q: 3 clusters Score -971996.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -972009.375000 Penalty: 4503.286621
	Iteration 46Q: 3 clusters Score -972009.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -972017.812500 Penalty: 4503.286621
	Iteration 47Q: 3 clusters Score -972017.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -972023.750000 Penalty: 4503.286621
	Iteration 48Q: 3 clusters Score -972023.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -972026.812500 Penalty: 4503.286621
	Iteration 49Q: 3 clusters Score -972026.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -972028.437500 Penalty: 4503.286621
	Iteration 50Q: 3 clusters Score -972028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -972034.250000 Penalty: 4503.286621
	Iteration 51Q: 3 clusters Score -972034.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -972040.500000 Penalty: 4503.286621
	Iteration 52Q: 3 clusters Score -972040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -972049.125000 Penalty: 4503.286621
	Iteration 53Q: 3 clusters Score -972049.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -972057.875000 Penalty: 4503.286621
	Iteration 54Q: 3 clusters Score -972057.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -972063.500000 Penalty: 4503.286621
	Iteration 55Q: 3 clusters Score -972063.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -972074.437500 Penalty: 4503.286621
	Iteration 56Q: 3 clusters Score -972074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -972079.750000 Penalty: 4503.286621
	Iteration 57Q: 3 clusters Score -972079.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -972087.187500 Penalty: 4503.286621
	Iteration 58Q: 3 clusters Score -972087.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -972097.250000 Penalty: 4503.286621
	Iteration 59Q: 3 clusters Score -972097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -972102.812500 Penalty: 4503.286621
	Iteration 60F: 3 clusters Score -972102.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -972108.375000 Penalty: 4503.286621
	Iteration 61Q: 3 clusters Score -972108.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -972115.125000 Penalty: 4503.286621
	Iteration 62Q: 3 clusters Score -972115.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -972125.250000 Penalty: 4503.286621
	Iteration 63Q: 3 clusters Score -972125.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -972129.812500 Penalty: 4503.286621
	Iteration 64Q: 3 clusters Score -972129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -972135.000000 Penalty: 4503.286621
	Iteration 65Q: 3 clusters Score -972135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -972141.437500 Penalty: 4503.286621
	Iteration 66Q: 3 clusters Score -972141.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -972146.250000 Penalty: 4503.286621
	Iteration 67Q: 3 clusters Score -972146.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -972156.187500 Penalty: 4503.286621
	Iteration 68Q: 3 clusters Score -972156.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -972172.875000 Penalty: 4503.286621
	Iteration 69Q: 3 clusters Score -972172.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -972189.625000 Penalty: 4503.286621
	Iteration 70Q: 3 clusters Score -972189.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -972216.562500 Penalty: 4503.286621
	Iteration 71Q: 3 clusters Score -972216.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -972237.062500 Penalty: 4503.286621
	Iteration 72Q: 3 clusters Score -972237.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -972257.437500 Penalty: 4503.286621
	Iteration 73Q: 3 clusters Score -972257.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -972272.625000 Penalty: 4503.286621
	Iteration 74Q: 3 clusters Score -972272.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -972293.375000 Penalty: 4503.286621
	Iteration 75Q: 3 clusters Score -972293.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -972310.812500 Penalty: 4503.286621
	Iteration 76Q: 3 clusters Score -972310.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -972324.125000 Penalty: 4503.286621
	Iteration 77Q: 3 clusters Score -972324.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -972337.562500 Penalty: 4503.286621
	Iteration 78Q: 3 clusters Score -972337.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -972348.750000 Penalty: 4503.286621
	Iteration 79Q: 3 clusters Score -972348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -972355.187500 Penalty: 4503.286621
	Iteration 80F: 3 clusters Score -972355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -972371.812500 Penalty: 4503.286621
	Iteration 81Q: 3 clusters Score -972371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -972385.500000 Penalty: 4503.286621
	Iteration 82Q: 3 clusters Score -972385.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -972396.625000 Penalty: 4503.286621
	Iteration 83Q: 3 clusters Score -972396.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -972405.812500 Penalty: 4503.286621
	Iteration 84Q: 3 clusters Score -972405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -972408.625000 Penalty: 4503.286621
	Iteration 85Q: 3 clusters Score -972408.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -972411.000000 Penalty: 4503.286621
	Iteration 86Q: 3 clusters Score -972411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -972416.687500 Penalty: 4503.286621
	Iteration 87Q: 3 clusters Score -972416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -972422.875000 Penalty: 4503.286621
	Iteration 88Q: 3 clusters Score -972422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -972423.687500 Penalty: 4503.286621
	Iteration 89Q: 3 clusters Score -972423.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -972429.812500 Penalty: 4503.286621
	Iteration 90Q: 3 clusters Score -972429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -972431.937500 Penalty: 4503.286621
	Iteration 91Q: 3 clusters Score -972431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -972436.500000 Penalty: 4503.286621
	Iteration 92Q: 3 clusters Score -972436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -972436.687500 Penalty: 4503.286621
	Iteration 93Q: 3 clusters Score -972436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -972436.687500 Penalty: 4503.286621
	Iteration 94F: 3 clusters Score -972436.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -458285.125000 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -458285.1 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 2103 members 
Entering Unmasked Estep 
Score: -454281.531250 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -454281.5 nChanged 1518
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: -455261.687500 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -455261.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -455543.656250 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -455543.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -455758.468750 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -455758.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -455946.312500 Penalty: 4142.281738
	Iteration 4F: 3 clusters Score -455946.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -456099.656250 Penalty: 4142.281738
	Iteration 5F: 3 clusters Score -456099.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -456207.625000 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -456207.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -456283.593750 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -456283.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -456340.187500 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -456340.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -456382.312500 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -456382.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -456430.812500 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -456430.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -456491.937500 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -456491.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -456544.906250 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -456544.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -456589.218750 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -456589.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -456615.750000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -456615.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -456637.593750 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -456637.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -456655.625000 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -456655.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -456669.593750 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -456669.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -456679.812500 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -456679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -456687.968750 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -456688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -456696.562500 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -456696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -456700.218750 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -456700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -456705.156250 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -456705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -456712.406250 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -456712.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -456724.406250 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -456724.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -456732.750000 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -456732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -456736.500000 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -456736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -456742.125000 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -456742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -456745.937500 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -456745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -456748.625000 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -456748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -456748.625000 Penalty: 4142.281738
	Iteration 30F: 3 clusters Score -456748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34275.984375 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34275.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32954.582031 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -32954.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33205.714844 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33205.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33266.640625 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -33266.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33331.414062 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33331.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33389.734375 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33389.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33410.746094 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33410.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33436.714844 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -33436.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33452.410156 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -33452.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33473.042969 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -33473.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33582.957031 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -33582.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33681.394531 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -33681.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33686.324219 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -33686.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33686.324219 Penalty: 2955.378662
	Iteration 12F: 3 clusters Score -33686.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -480346.343750 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -480346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -476217.531250 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -476217.5 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -477194.843750 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -477194.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -477449.718750 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -477449.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -477683.437500 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -477683.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -477902.000000 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -477902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -478069.343750 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -478069.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -478214.281250 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -478214.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -478376.375000 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -478376.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -478568.718750 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -478568.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -478714.968750 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -478715 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -478826.062500 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -478826.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -478938.625000 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -478938.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -479003.687500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -479003.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -479044.937500 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -479044.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -479072.843750 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -479072.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -479102.375000 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -479102.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -479123.156250 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -479123.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479134.906250 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -479134.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -479141.718750 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -479141.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -479151.250000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -479151.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479158.875000 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -479158.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -479167.156250 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -479167.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -479174.312500 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -479174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -479179.250000 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -479179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -479181.593750 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -479181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -479184.343750 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -479184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -479187.437500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -479187.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -479193.281250 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -479193.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -479199.375000 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -479199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -479206.500000 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -479206.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -479211.968750 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -479212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -479216.000000 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -479216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -479221.812500 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -479221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -479232.812500 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -479232.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -479246.375000 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -479246.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -479257.125000 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -479257.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -479272.531250 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -479272.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -479284.593750 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -479284.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479297.750000 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -479297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -479310.468750 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -479310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -479319.093750 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -479319.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -479330.125000 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -479330.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -479337.156250 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -479337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -479347.187500 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -479347.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479353.937500 Penalty: 4160.106934
	Iteration 44Q: 3 clusters Score -479353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -479364.031250 Penalty: 4160.106934
	Iteration 45Q: 3 clusters Score -479364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -479372.406250 Penalty: 4160.106934
	Iteration 46Q: 3 clusters Score -479372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -479375.875000 Penalty: 4160.106934
	Iteration 47Q: 3 clusters Score -479375.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -479381.593750 Penalty: 4160.106934
	Iteration 48Q: 3 clusters Score -479381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -479387.656250 Penalty: 4160.106934
	Iteration 49Q: 3 clusters Score -479387.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -479393.500000 Penalty: 4160.106934
	Iteration 50Q: 3 clusters Score -479393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -479397.375000 Penalty: 4160.106934
	Iteration 51Q: 3 clusters Score -479397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -479404.250000 Penalty: 4160.106934
	Iteration 52Q: 3 clusters Score -479404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -479408.406250 Penalty: 4160.106934
	Iteration 53Q: 3 clusters Score -479408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -479416.562500 Penalty: 4160.106934
	Iteration 54Q: 3 clusters Score -479416.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -479424.500000 Penalty: 4160.106934
	Iteration 55Q: 3 clusters Score -479424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -479429.156250 Penalty: 4160.106934
	Iteration 56Q: 3 clusters Score -479429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -479431.781250 Penalty: 4160.106934
	Iteration 57Q: 3 clusters Score -479431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -479434.500000 Penalty: 4160.106934
	Iteration 58Q: 3 clusters Score -479434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -479436.531250 Penalty: 4160.106934
	Iteration 59Q: 3 clusters Score -479436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -479439.312500 Penalty: 4160.106934
	Iteration 60F: 3 clusters Score -479439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -479439.968750 Penalty: 4160.106934
	Iteration 61Q: 3 clusters Score -479440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -479440.718750 Penalty: 4160.106934
	Iteration 62Q: 3 clusters Score -479440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -479441.437500 Penalty: 4160.106934
	Iteration 63Q: 3 clusters Score -479441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -479441.406250 Penalty: 4160.106934
	Iteration 64Q: 3 clusters Score -479441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -479443.156250 Penalty: 4160.106934
	Iteration 65Q: 3 clusters Score -479443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -479443.375000 Penalty: 4160.106934
	Iteration 66Q: 3 clusters Score -479443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -479444.562500 Penalty: 4160.106934
	Iteration 67Q: 3 clusters Score -479444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -479445.187500 Penalty: 4160.106934
	Iteration 68Q: 3 clusters Score -479445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -479446.656250 Penalty: 4160.106934
	Iteration 69Q: 3 clusters Score -479446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -479446.656250 Penalty: 4160.106934
	Iteration 70F: 3 clusters Score -479446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Entering Unmasked Estep 
Score: -1377929.250000 Penalty: 2351.906250
	Iteration 0F: 2 clusters Score -1377929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1368198.000000 Penalty: 4703.812500
	Iteration 0F: 3 clusters Score -1368198 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1371238.750000 Penalty: 4703.812500
	Iteration 1F: 3 clusters Score -1371239 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1371573.375000 Penalty: 4703.812500
	Iteration 2F: 3 clusters Score -1371573 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1371847.625000 Penalty: 4703.812500
	Iteration 3F: 3 clusters Score -1371848 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1372102.375000 Penalty: 4703.812500
	Iteration 4Q: 3 clusters Score -1372102 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1372307.250000 Penalty: 4703.812500
	Iteration 5Q: 3 clusters Score -1372307 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1372489.000000 Penalty: 4703.812500
	Iteration 6Q: 3 clusters Score -1372489 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1372663.250000 Penalty: 4703.812500
	Iteration 7Q: 3 clusters Score -1372663 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1372843.250000 Penalty: 4703.812500
	Iteration 8Q: 3 clusters Score -1372843 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1373016.750000 Penalty: 4703.812500
	Iteration 9Q: 3 clusters Score -1373017 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1373207.500000 Penalty: 4703.812500
	Iteration 10Q: 3 clusters Score -1373208 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1373401.125000 Penalty: 4703.812500
	Iteration 11Q: 3 clusters Score -1373401 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1373614.875000 Penalty: 4703.812500
	Iteration 12Q: 3 clusters Score -1373615 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1373867.375000 Penalty: 4703.812500
	Iteration 13Q: 3 clusters Score -1373867 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1374134.750000 Penalty: 4703.812500
	Iteration 14Q: 3 clusters Score -1374135 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1374418.375000 Penalty: 4703.812500
	Iteration 15Q: 3 clusters Score -1374418 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1374679.000000 Penalty: 4703.812500
	Iteration 16Q: 3 clusters Score -1374679 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1374930.750000 Penalty: 4703.812500
	Iteration 17Q: 3 clusters Score -1374931 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1375152.125000 Penalty: 4703.812500
	Iteration 18Q: 3 clusters Score -1375152 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1375327.500000 Penalty: 4703.812500
	Iteration 19Q: 3 clusters Score -1375328 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1375493.375000 Penalty: 4703.812500
	Iteration 20F: 3 clusters Score -1375493 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1375634.750000 Penalty: 4703.812500
	Iteration 21Q: 3 clusters Score -1375635 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1375742.625000 Penalty: 4703.812500
	Iteration 22Q: 3 clusters Score -1375743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1375819.750000 Penalty: 4703.812500
	Iteration 23Q: 3 clusters Score -1375820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1375869.625000 Penalty: 4703.812500
	Iteration 24Q: 3 clusters Score -1375870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1375899.750000 Penalty: 4703.812500
	Iteration 25Q: 3 clusters Score -1375900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1375930.750000 Penalty: 4703.812500
	Iteration 26Q: 3 clusters Score -1375931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1375954.375000 Penalty: 4703.812500
	Iteration 27Q: 3 clusters Score -1375954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1375971.000000 Penalty: 4703.812500
	Iteration 28Q: 3 clusters Score -1375971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1375987.625000 Penalty: 4703.812500
	Iteration 29Q: 3 clusters Score -1375988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1375998.000000 Penalty: 4703.812500
	Iteration 30Q: 3 clusters Score -1375998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1376005.875000 Penalty: 4703.812500
	Iteration 31Q: 3 clusters Score -1376006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1376008.500000 Penalty: 4703.812500
	Iteration 32Q: 3 clusters Score -1376008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1376010.375000 Penalty: 4703.812500
	Iteration 33Q: 3 clusters Score -1376010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1376013.375000 Penalty: 4703.812500
	Iteration 34Q: 3 clusters Score -1376013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1376015.000000 Penalty: 4703.812500
	Iteration 35Q: 3 clusters Score -1376015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1376016.250000 Penalty: 4703.812500
	Iteration 36Q: 3 clusters Score -1376016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1376019.125000 Penalty: 4703.812500
	Iteration 37Q: 3 clusters Score -1376019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1376018.875000 Penalty: 4703.812500
	Iteration 38Q: 3 clusters Score -1376019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1376019.000000 Penalty: 4703.812500
	Iteration 39Q: 3 clusters Score -1376019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1376019.750000 Penalty: 4703.812500
	Iteration 40F: 3 clusters Score -1376020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1376021.250000 Penalty: 4703.812500
	Iteration 41Q: 3 clusters Score -1376021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1376027.750000 Penalty: 4703.812500
	Iteration 42Q: 3 clusters Score -1376028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1376029.250000 Penalty: 4703.812500
	Iteration 43Q: 3 clusters Score -1376029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1376034.875000 Penalty: 4703.812500
	Iteration 44Q: 3 clusters Score -1376035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1376041.750000 Penalty: 4703.812500
	Iteration 45Q: 3 clusters Score -1376042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1376059.250000 Penalty: 4703.812500
	Iteration 46Q: 3 clusters Score -1376059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1376067.125000 Penalty: 4703.812500
	Iteration 47Q: 3 clusters Score -1376067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1376078.500000 Penalty: 4703.812500
	Iteration 48Q: 3 clusters Score -1376078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1376081.625000 Penalty: 4703.812500
	Iteration 49Q: 3 clusters Score -1376082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1376088.000000 Penalty: 4703.812500
	Iteration 50Q: 3 clusters Score -1376088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1376089.875000 Penalty: 4703.812500
	Iteration 51Q: 3 clusters Score -1376090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1376093.500000 Penalty: 4703.812500
	Iteration 52Q: 3 clusters Score -1376094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1376097.875000 Penalty: 4703.812500
	Iteration 53Q: 3 clusters Score -1376098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1376101.625000 Penalty: 4703.812500
	Iteration 54Q: 3 clusters Score -1376102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1376105.000000 Penalty: 4703.812500
	Iteration 55Q: 3 clusters Score -1376105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1376106.500000 Penalty: 4703.812500
	Iteration 56Q: 3 clusters Score -1376106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1376109.875000 Penalty: 4703.812500
	Iteration 57Q: 3 clusters Score -1376110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1376108.500000 Penalty: 4703.812500
	Iteration 58Q: 3 clusters Score -1376108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1376110.125000 Penalty: 4703.812500
	Iteration 59Q: 3 clusters Score -1376110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1376113.250000 Penalty: 4703.812500
	Iteration 60F: 3 clusters Score -1376113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1376112.875000 Penalty: 4703.812500
	Iteration 61Q: 3 clusters Score -1376113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1376114.500000 Penalty: 4703.812500
	Iteration 62Q: 3 clusters Score -1376114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1376114.500000 Penalty: 4703.812500
	Iteration 63F: 3 clusters Score -1376114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -578271.000000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -578271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -573601.125000 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -573601.1 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -574728.750000 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -574728.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -574943.062500 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -574943.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -575079.375000 Penalty: 4240.535645
	Iteration 3Q: 3 clusters Score -575079.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -575159.187500 Penalty: 4240.535645
	Iteration 4Q: 3 clusters Score -575159.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -575217.500000 Penalty: 4240.535645
	Iteration 5Q: 3 clusters Score -575217.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -575268.187500 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -575268.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -575312.812500 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -575312.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -575350.625000 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -575350.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -575383.375000 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -575383.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -575412.625000 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -575412.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -575434.625000 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -575434.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -575452.875000 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -575452.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -575462.812500 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -575462.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -575473.187500 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -575473.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -575483.687500 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -575483.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -575493.250000 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -575493.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -575505.000000 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -575505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -575511.375000 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -575511.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -575522.562500 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -575522.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -575531.437500 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -575531.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -575538.812500 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -575538.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -575548.875000 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -575548.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -575558.687500 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -575558.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -575566.375000 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -575566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -575570.625000 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -575570.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -575575.375000 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -575575.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -575584.250000 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -575584.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -575592.937500 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -575592.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -575604.312500 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -575604.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -575612.312500 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -575612.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -575618.375000 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -575618.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -575623.687500 Penalty: 4240.535645
	Iteration 32Q: 3 clusters Score -575623.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -575629.875000 Penalty: 4240.535645
	Iteration 33Q: 3 clusters Score -575629.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -575634.562500 Penalty: 4240.535645
	Iteration 34Q: 3 clusters Score -575634.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -575638.812500 Penalty: 4240.535645
	Iteration 35Q: 3 clusters Score -575638.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -575641.750000 Penalty: 4240.535645
	Iteration 36Q: 3 clusters Score -575641.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -575647.562500 Penalty: 4240.535645
	Iteration 37Q: 3 clusters Score -575647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -575652.250000 Penalty: 4240.535645
	Iteration 38Q: 3 clusters Score -575652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -575659.312500 Penalty: 4240.535645
	Iteration 39Q: 3 clusters Score -575659.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -575665.500000 Penalty: 4240.535645
	Iteration 40F: 3 clusters Score -575665.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -575667.750000 Penalty: 4240.535645
	Iteration 41Q: 3 clusters Score -575667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -575671.062500 Penalty: 4240.535645
	Iteration 42Q: 3 clusters Score -575671.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -575675.250000 Penalty: 4240.535645
	Iteration 43Q: 3 clusters Score -575675.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -575681.000000 Penalty: 4240.535645
	Iteration 44Q: 3 clusters Score -575681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -575682.875000 Penalty: 4240.535645
	Iteration 45Q: 3 clusters Score -575682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -575685.375000 Penalty: 4240.535645
	Iteration 46Q: 3 clusters Score -575685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -575689.500000 Penalty: 4240.535645
	Iteration 47Q: 3 clusters Score -575689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -575690.437500 Penalty: 4240.535645
	Iteration 48Q: 3 clusters Score -575690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -575692.875000 Penalty: 4240.535645
	Iteration 49Q: 3 clusters Score -575692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -575693.625000 Penalty: 4240.535645
	Iteration 50Q: 3 clusters Score -575693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -575698.250000 Penalty: 4240.535645
	Iteration 51Q: 3 clusters Score -575698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -575699.812500 Penalty: 4240.535645
	Iteration 52Q: 3 clusters Score -575699.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -575703.062500 Penalty: 4240.535645
	Iteration 53Q: 3 clusters Score -575703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -575705.500000 Penalty: 4240.535645
	Iteration 54Q: 3 clusters Score -575705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -575709.250000 Penalty: 4240.535645
	Iteration 55Q: 3 clusters Score -575709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -575715.812500 Penalty: 4240.535645
	Iteration 56Q: 3 clusters Score -575715.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -575720.062500 Penalty: 4240.535645
	Iteration 57Q: 3 clusters Score -575720.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -575724.750000 Penalty: 4240.535645
	Iteration 58Q: 3 clusters Score -575724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -575727.750000 Penalty: 4240.535645
	Iteration 59Q: 3 clusters Score -575727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -575730.812500 Penalty: 4240.535645
	Iteration 60F: 3 clusters Score -575730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -575733.562500 Penalty: 4240.535645
	Iteration 61Q: 3 clusters Score -575733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -575736.062500 Penalty: 4240.535645
	Iteration 62Q: 3 clusters Score -575736.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -575739.562500 Penalty: 4240.535645
	Iteration 63Q: 3 clusters Score -575739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -575742.375000 Penalty: 4240.535645
	Iteration 64Q: 3 clusters Score -575742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -575746.437500 Penalty: 4240.535645
	Iteration 65Q: 3 clusters Score -575746.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -575757.625000 Penalty: 4240.535645
	Iteration 66Q: 3 clusters Score -575757.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -575769.437500 Penalty: 4240.535645
	Iteration 67Q: 3 clusters Score -575769.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -575781.125000 Penalty: 4240.535645
	Iteration 68Q: 3 clusters Score -575781.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -575793.750000 Penalty: 4240.535645
	Iteration 69Q: 3 clusters Score -575793.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -575802.812500 Penalty: 4240.535645
	Iteration 70Q: 3 clusters Score -575802.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -575815.375000 Penalty: 4240.535645
	Iteration 71Q: 3 clusters Score -575815.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -575833.687500 Penalty: 4240.535645
	Iteration 72Q: 3 clusters Score -575833.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -575855.125000 Penalty: 4240.535645
	Iteration 73Q: 3 clusters Score -575855.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -575881.312500 Penalty: 4240.535645
	Iteration 74Q: 3 clusters Score -575881.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -575921.312500 Penalty: 4240.535645
	Iteration 75Q: 3 clusters Score -575921.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -575967.625000 Penalty: 4240.535645
	Iteration 76Q: 3 clusters Score -575967.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -576004.062500 Penalty: 4240.535645
	Iteration 77Q: 3 clusters Score -576004.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -576039.000000 Penalty: 4240.535645
	Iteration 78Q: 3 clusters Score -576039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -576071.125000 Penalty: 4240.535645
	Iteration 79Q: 3 clusters Score -576071.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -576098.250000 Penalty: 4240.535645
	Iteration 80F: 3 clusters Score -576098.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -576120.375000 Penalty: 4240.535645
	Iteration 81Q: 3 clusters Score -576120.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -576139.812500 Penalty: 4240.535645
	Iteration 82Q: 3 clusters Score -576139.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -576155.687500 Penalty: 4240.535645
	Iteration 83Q: 3 clusters Score -576155.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -576174.625000 Penalty: 4240.535645
	Iteration 84Q: 3 clusters Score -576174.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -576190.375000 Penalty: 4240.535645
	Iteration 85Q: 3 clusters Score -576190.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -576203.625000 Penalty: 4240.535645
	Iteration 86Q: 3 clusters Score -576203.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -576214.875000 Penalty: 4240.535645
	Iteration 87Q: 3 clusters Score -576214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -576223.750000 Penalty: 4240.535645
	Iteration 88Q: 3 clusters Score -576223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -576230.375000 Penalty: 4240.535645
	Iteration 89Q: 3 clusters Score -576230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -576239.125000 Penalty: 4240.535645
	Iteration 90Q: 3 clusters Score -576239.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -576247.875000 Penalty: 4240.535645
	Iteration 91Q: 3 clusters Score -576247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -576252.937500 Penalty: 4240.535645
	Iteration 92Q: 3 clusters Score -576252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -576256.687500 Penalty: 4240.535645
	Iteration 93Q: 3 clusters Score -576256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -576261.687500 Penalty: 4240.535645
	Iteration 94Q: 3 clusters Score -576261.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -576267.312500 Penalty: 4240.535645
	Iteration 95Q: 3 clusters Score -576267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -576270.812500 Penalty: 4240.535645
	Iteration 96Q: 3 clusters Score -576270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -576272.625000 Penalty: 4240.535645
	Iteration 97Q: 3 clusters Score -576272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -576275.375000 Penalty: 4240.535645
	Iteration 98Q: 3 clusters Score -576275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -576279.312500 Penalty: 4240.535645
	Iteration 99Q: 3 clusters Score -576279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -576282.562500 Penalty: 4240.535645
	Iteration 100F: 3 clusters Score -576282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -576285.937500 Penalty: 4240.535645
	Iteration 101Q: 3 clusters Score -576285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -576288.937500 Penalty: 4240.535645
	Iteration 102Q: 3 clusters Score -576288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -576289.687500 Penalty: 4240.535645
	Iteration 103Q: 3 clusters Score -576289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -576290.750000 Penalty: 4240.535645
	Iteration 104Q: 3 clusters Score -576290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -576293.000000 Penalty: 4240.535645
	Iteration 105Q: 3 clusters Score -576293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -576298.187500 Penalty: 4240.535645
	Iteration 106Q: 3 clusters Score -576298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -576303.500000 Penalty: 4240.535645
	Iteration 107Q: 3 clusters Score -576303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -576304.312500 Penalty: 4240.535645
	Iteration 108Q: 3 clusters Score -576304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -576303.750000 Penalty: 4240.535645
	Iteration 109Q: 3 clusters Score -576303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -576307.562500 Penalty: 4240.535645
	Iteration 110Q: 3 clusters Score -576307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -576309.875000 Penalty: 4240.535645
	Iteration 111Q: 3 clusters Score -576309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -576309.750000 Penalty: 4240.535645
	Iteration 112Q: 3 clusters Score -576309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -576312.687500 Penalty: 4240.535645
	Iteration 113Q: 3 clusters Score -576312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -576312.437500 Penalty: 4240.535645
	Iteration 114Q: 3 clusters Score -576312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -576312.437500 Penalty: 4240.535645
	Iteration 115F: 3 clusters Score -576312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Entering Unmasked Estep 
Score: -3653653.750000 Penalty: 2578.454346
	Iteration 0F: 2 clusters Score -3653654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3631327.250000 Penalty: 5156.908691
	Iteration 0F: 3 clusters Score -3631327 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3639291.250000 Penalty: 5156.908691
	Iteration 1F: 3 clusters Score -3639291 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3639773.250000 Penalty: 5156.908691
	Iteration 2Q: 3 clusters Score -3639773 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3640314.500000 Penalty: 5156.908691
	Iteration 3Q: 3 clusters Score -3640314 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3641025.500000 Penalty: 5156.908691
	Iteration 4Q: 3 clusters Score -3641026 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3642066.000000 Penalty: 5156.908691
	Iteration 5F: 3 clusters Score -3642066 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3643561.250000 Penalty: 5156.908691
	Iteration 6F: 3 clusters Score -3643561 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3645324.750000 Penalty: 5156.908691
	Iteration 7F: 3 clusters Score -3645325 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3647337.000000 Penalty: 5156.908691
	Iteration 8F: 3 clusters Score -3647337 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3649195.750000 Penalty: 5156.908691
	Iteration 9F: 3 clusters Score -3649196 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3650610.250000 Penalty: 5156.908691
	Iteration 10Q: 3 clusters Score -3650610 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3651450.500000 Penalty: 5156.908691
	Iteration 11Q: 3 clusters Score -3651450 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3652037.500000 Penalty: 5156.908691
	Iteration 12Q: 3 clusters Score -3652038 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3652460.250000 Penalty: 5156.908691
	Iteration 13Q: 3 clusters Score -3652460 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3652763.500000 Penalty: 5156.908691
	Iteration 14Q: 3 clusters Score -3652764 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3652965.250000 Penalty: 5156.908691
	Iteration 15Q: 3 clusters Score -3652965 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3653087.250000 Penalty: 5156.908691
	Iteration 16Q: 3 clusters Score -3653087 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3653145.750000 Penalty: 5156.908691
	Iteration 17Q: 3 clusters Score -3653146 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3653193.250000 Penalty: 5156.908691
	Iteration 18Q: 3 clusters Score -3653193 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3653216.000000 Penalty: 5156.908691
	Iteration 19Q: 3 clusters Score -3653216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3653233.000000 Penalty: 5156.908691
	Iteration 20F: 3 clusters Score -3653233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3653239.750000 Penalty: 5156.908691
	Iteration 21Q: 3 clusters Score -3653240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3653246.000000 Penalty: 5156.908691
	Iteration 22Q: 3 clusters Score -3653246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3653250.250000 Penalty: 5156.908691
	Iteration 23Q: 3 clusters Score -3653250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3653255.250000 Penalty: 5156.908691
	Iteration 24Q: 3 clusters Score -3653255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3653256.000000 Penalty: 5156.908691
	Iteration 25Q: 3 clusters Score -3653256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3653252.000000 Penalty: 5156.908691
	Iteration 26Q: 3 clusters Score -3653252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3653264.750000 Penalty: 5156.908691
	Iteration 27Q: 3 clusters Score -3653265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3653268.250000 Penalty: 5156.908691
	Iteration 28Q: 3 clusters Score -3653268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3653267.250000 Penalty: 5156.908691
	Iteration 29Q: 3 clusters Score -3653267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3653272.250000 Penalty: 5156.908691
	Iteration 30Q: 3 clusters Score -3653272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3653277.000000 Penalty: 5156.908691
	Iteration 31Q: 3 clusters Score -3653277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3653281.500000 Penalty: 5156.908691
	Iteration 32Q: 3 clusters Score -3653282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3653276.250000 Penalty: 5156.908691
	Iteration 33Q: 3 clusters Score -3653276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3653274.500000 Penalty: 5156.908691
	Iteration 34Q: 3 clusters Score -3653274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3653281.750000 Penalty: 5156.908691
	Iteration 35Q: 3 clusters Score -3653282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3653280.000000 Penalty: 5156.908691
	Iteration 36Q: 3 clusters Score -3653280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3653283.500000 Penalty: 5156.908691
	Iteration 37Q: 3 clusters Score -3653284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3653281.500000 Penalty: 5156.908691
	Iteration 38Q: 3 clusters Score -3653282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3653282.500000 Penalty: 5156.908691
	Iteration 39Q: 3 clusters Score -3653282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3653282.250000 Penalty: 5156.908691
	Iteration 40F: 3 clusters Score -3653282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3653282.250000 Penalty: 5156.908691
	Iteration 41Q: 3 clusters Score -3653282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3653283.250000 Penalty: 5156.908691
	Iteration 42Q: 3 clusters Score -3653283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3653295.000000 Penalty: 5156.908691
	Iteration 43Q: 3 clusters Score -3653295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3653299.500000 Penalty: 5156.908691
	Iteration 44Q: 3 clusters Score -3653300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3653298.000000 Penalty: 5156.908691
	Iteration 45Q: 3 clusters Score -3653298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3653297.750000 Penalty: 5156.908691
	Iteration 46Q: 3 clusters Score -3653298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3653297.750000 Penalty: 5156.908691
	Iteration 47F: 3 clusters Score -3653298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -1785282.625000 Penalty: 2394.239746
	Iteration 0F: 2 clusters Score -1785283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1774029.750000 Penalty: 4788.479492
	Iteration 0F: 3 clusters Score -1774030 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1777632.500000 Penalty: 4788.479492
	Iteration 1F: 3 clusters Score -1777632 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1778037.250000 Penalty: 4788.479492
	Iteration 2F: 3 clusters Score -1778037 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1778388.375000 Penalty: 4788.479492
	Iteration 3F: 3 clusters Score -1778388 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1778679.750000 Penalty: 4788.479492
	Iteration 4Q: 3 clusters Score -1778680 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1779014.875000 Penalty: 4788.479492
	Iteration 5Q: 3 clusters Score -1779015 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1779453.375000 Penalty: 4788.479492
	Iteration 6F: 3 clusters Score -1779453 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1779919.500000 Penalty: 4788.479492
	Iteration 7F: 3 clusters Score -1779920 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1780419.125000 Penalty: 4788.479492
	Iteration 8F: 3 clusters Score -1780419 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1780960.000000 Penalty: 4788.479492
	Iteration 9F: 3 clusters Score -1780960 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1781481.000000 Penalty: 4788.479492
	Iteration 10Q: 3 clusters Score -1781481 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1781920.625000 Penalty: 4788.479492
	Iteration 11Q: 3 clusters Score -1781921 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1782281.250000 Penalty: 4788.479492
	Iteration 12Q: 3 clusters Score -1782281 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1782565.750000 Penalty: 4788.479492
	Iteration 13Q: 3 clusters Score -1782566 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1782787.875000 Penalty: 4788.479492
	Iteration 14Q: 3 clusters Score -1782788 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1782941.375000 Penalty: 4788.479492
	Iteration 15Q: 3 clusters Score -1782941 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1783062.625000 Penalty: 4788.479492
	Iteration 16Q: 3 clusters Score -1783063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1783138.875000 Penalty: 4788.479492
	Iteration 17Q: 3 clusters Score -1783139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1783190.875000 Penalty: 4788.479492
	Iteration 18Q: 3 clusters Score -1783191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1783227.875000 Penalty: 4788.479492
	Iteration 19Q: 3 clusters Score -1783228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1783261.125000 Penalty: 4788.479492
	Iteration 20F: 3 clusters Score -1783261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1783289.000000 Penalty: 4788.479492
	Iteration 21Q: 3 clusters Score -1783289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1783306.625000 Penalty: 4788.479492
	Iteration 22Q: 3 clusters Score -1783307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1783319.000000 Penalty: 4788.479492
	Iteration 23Q: 3 clusters Score -1783319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1783331.875000 Penalty: 4788.479492
	Iteration 24Q: 3 clusters Score -1783332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1783338.625000 Penalty: 4788.479492
	Iteration 25Q: 3 clusters Score -1783339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1783343.000000 Penalty: 4788.479492
	Iteration 26Q: 3 clusters Score -1783343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1783345.125000 Penalty: 4788.479492
	Iteration 27Q: 3 clusters Score -1783345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1783350.500000 Penalty: 4788.479492
	Iteration 28Q: 3 clusters Score -1783350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1783358.750000 Penalty: 4788.479492
	Iteration 29Q: 3 clusters Score -1783359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1783366.750000 Penalty: 4788.479492
	Iteration 30Q: 3 clusters Score -1783367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1783369.250000 Penalty: 4788.479492
	Iteration 31Q: 3 clusters Score -1783369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1783378.125000 Penalty: 4788.479492
	Iteration 32Q: 3 clusters Score -1783378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1783382.000000 Penalty: 4788.479492
	Iteration 33Q: 3 clusters Score -1783382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1783386.125000 Penalty: 4788.479492
	Iteration 34Q: 3 clusters Score -1783386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1783388.625000 Penalty: 4788.479492
	Iteration 35Q: 3 clusters Score -1783389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1783395.500000 Penalty: 4788.479492
	Iteration 36Q: 3 clusters Score -1783396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1783393.125000 Penalty: 4788.479492
	Iteration 37Q: 3 clusters Score -1783393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1783396.750000 Penalty: 4788.479492
	Iteration 38Q: 3 clusters Score -1783397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1783399.500000 Penalty: 4788.479492
	Iteration 39Q: 3 clusters Score -1783400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1783403.000000 Penalty: 4788.479492
	Iteration 40F: 3 clusters Score -1783403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1783402.125000 Penalty: 4788.479492
	Iteration 41Q: 3 clusters Score -1783402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1783402.125000 Penalty: 4788.479492
	Iteration 42F: 3 clusters Score -1783402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24081.867188 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24081.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24223.726562 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24223.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24307.017578 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24307.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24338.740234 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24338.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24353.251953 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24353.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24356.027344 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24356.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24356.027344 Penalty: 2815.669922
	Iteration 6F: 3 clusters Score -24356.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -52143.898438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -52143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50630.746094 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -50630.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50835.890625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -50835.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50891.394531 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -50891.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50917.164062 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -50917.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50927.355469 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -50927.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50935.183594 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -50935.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50944.917969 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -50944.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50952.242188 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -50952.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50954.589844 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -50954.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50954.589844 Penalty: 3099.029297
	Iteration 9F: 3 clusters Score -50954.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Entering Unmasked Estep 
Score: -12307455.000000 Penalty: 2875.857666
	Iteration 0F: 2 clusters Score -1.230746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -12234559.000000 Penalty: 5751.715332
	Iteration 0F: 3 clusters Score -1.223456e+07 nChanged 51599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -12264075.000000 Penalty: 5751.715332
	Iteration 1F: 3 clusters Score -1.226408e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -12264633.000000 Penalty: 5751.715332
	Iteration 2Q: 3 clusters Score -1.226463e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -12265206.000000 Penalty: 5751.715332
	Iteration 3Q: 3 clusters Score -1.226521e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -12265825.000000 Penalty: 5751.715332
	Iteration 4Q: 3 clusters Score -1.226582e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -12266497.000000 Penalty: 5751.715332
	Iteration 5Q: 3 clusters Score -1.22665e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -12267388.000000 Penalty: 5751.715332
	Iteration 6Q: 3 clusters Score -1.226739e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -12268663.000000 Penalty: 5751.715332
	Iteration 7Q: 3 clusters Score -1.226866e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -12270698.000000 Penalty: 5751.715332
	Iteration 8Q: 3 clusters Score -1.22707e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -12274220.000000 Penalty: 5751.715332
	Iteration 9F: 3 clusters Score -1.227422e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -12279787.000000 Penalty: 5751.715332
	Iteration 10F: 3 clusters Score -1.227979e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -12287248.000000 Penalty: 5751.715332
	Iteration 11F: 3 clusters Score -1.228725e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -12295007.000000 Penalty: 5751.715332
	Iteration 12F: 3 clusters Score -1.229501e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -12300340.000000 Penalty: 5751.715332
	Iteration 13F: 3 clusters Score -1.230034e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -12302943.000000 Penalty: 5751.715332
	Iteration 14Q: 3 clusters Score -1.230294e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -12304035.000000 Penalty: 5751.715332
	Iteration 15Q: 3 clusters Score -1.230404e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -12304520.000000 Penalty: 5751.715332
	Iteration 16Q: 3 clusters Score -1.230452e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -12304682.000000 Penalty: 5751.715332
	Iteration 17Q: 3 clusters Score -1.230468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -12304770.000000 Penalty: 5751.715332
	Iteration 18Q: 3 clusters Score -1.230477e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 108325 members 
Entering Unmasked Estep 
Score: -12304824.000000 Penalty: 5751.715332
	Iteration 19Q: 3 clusters Score -1.230482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -12304853.000000 Penalty: 5751.715332
	Iteration 20F: 3 clusters Score -1.230485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -12304870.000000 Penalty: 5751.715332
	Iteration 21Q: 3 clusters Score -1.230487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -12304891.000000 Penalty: 5751.715332
	Iteration 22Q: 3 clusters Score -1.230489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -12304901.000000 Penalty: 5751.715332
	Iteration 23Q: 3 clusters Score -1.23049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -12304916.000000 Penalty: 5751.715332
	Iteration 24Q: 3 clusters Score -1.230492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -12304924.000000 Penalty: 5751.715332
	Iteration 25Q: 3 clusters Score -1.230492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -12304929.000000 Penalty: 5751.715332
	Iteration 26Q: 3 clusters Score -1.230493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -12304941.000000 Penalty: 5751.715332
	Iteration 27Q: 3 clusters Score -1.230494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -12304950.000000 Penalty: 5751.715332
	Iteration 28Q: 3 clusters Score -1.230495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -12304953.000000 Penalty: 5751.715332
	Iteration 29Q: 3 clusters Score -1.230495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -12304956.000000 Penalty: 5751.715332
	Iteration 30Q: 3 clusters Score -1.230496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -12304961.000000 Penalty: 5751.715332
	Iteration 31Q: 3 clusters Score -1.230496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -12304965.000000 Penalty: 5751.715332
	Iteration 32Q: 3 clusters Score -1.230496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -12304964.000000 Penalty: 5751.715332
	Iteration 33Q: 3 clusters Score -1.230496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -12304965.000000 Penalty: 5751.715332
	Iteration 34Q: 3 clusters Score -1.230496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -12304962.000000 Penalty: 5751.715332
	Iteration 35Q: 3 clusters Score -1.230496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -12304965.000000 Penalty: 5751.715332
	Iteration 36Q: 3 clusters Score -1.230496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -12304961.000000 Penalty: 5751.715332
	Iteration 37Q: 3 clusters Score -1.230496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -12304961.000000 Penalty: 5751.715332
	Iteration 38F: 3 clusters Score -1.230496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127702.164062 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127702.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128042.109375 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -128042.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128170.601562 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128170.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128242.828125 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128242.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128276.867188 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128297.000000 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128310.343750 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128323.796875 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -128333.289062 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -128333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128340.468750 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -128340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128346.781250 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -128346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128349.945312 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -128349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128349.945312 Penalty: 3510.020264
	Iteration 12F: 3 clusters Score -128349.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -2075940.500000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -2075940 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 9449 members 
Entering Unmasked Estep 
Score: -2062719.500000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -2062720 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2067106.125000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -2067106 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2067540.625000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -2067541 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2067908.625000 Penalty: 4878.528809
	Iteration 3Q: 3 clusters Score -2067909 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2068287.875000 Penalty: 4878.528809
	Iteration 4Q: 3 clusters Score -2068288 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2068612.125000 Penalty: 4878.528809
	Iteration 5Q: 3 clusters Score -2068612 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2068954.250000 Penalty: 4878.528809
	Iteration 6Q: 3 clusters Score -2068954 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2069334.750000 Penalty: 4878.528809
	Iteration 7Q: 3 clusters Score -2069335 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2069772.750000 Penalty: 4878.528809
	Iteration 8Q: 3 clusters Score -2069773 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2070199.250000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -2070199 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2070600.875000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -2070601 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2070994.625000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -2070995 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2071402.750000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -2071403 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2071809.125000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -2071809 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2072191.875000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -2072192 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2072494.250000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -2072494 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2072717.750000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -2072718 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2072860.000000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -2072860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2072974.125000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -2072974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2073048.625000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -2073049 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2073105.125000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -2073105 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2073162.125000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -2073162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2073214.750000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -2073215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2073276.375000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -2073276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2073327.000000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -2073327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2073373.250000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -2073373 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2073425.250000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -2073425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2073466.625000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -2073467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2073506.125000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -2073506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2073537.125000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -2073537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2073571.500000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -2073572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2073587.125000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -2073587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2073606.125000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -2073606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2073627.125000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -2073627 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2073655.625000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -2073656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2073669.250000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -2073669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2073698.375000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -2073698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2073720.625000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -2073721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2073744.875000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -2073745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2073774.750000 Penalty: 4878.528809
	Iteration 39Q: 3 clusters Score -2073775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2073792.375000 Penalty: 4878.528809
	Iteration 40F: 3 clusters Score -2073792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2073819.875000 Penalty: 4878.528809
	Iteration 41Q: 3 clusters Score -2073820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2073841.875000 Penalty: 4878.528809
	Iteration 42Q: 3 clusters Score -2073842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2073856.000000 Penalty: 4878.528809
	Iteration 43Q: 3 clusters Score -2073856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2073873.500000 Penalty: 4878.528809
	Iteration 44Q: 3 clusters Score -2073874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2073889.250000 Penalty: 4878.528809
	Iteration 45Q: 3 clusters Score -2073889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2073898.625000 Penalty: 4878.528809
	Iteration 46Q: 3 clusters Score -2073899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2073911.750000 Penalty: 4878.528809
	Iteration 47Q: 3 clusters Score -2073912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2073913.625000 Penalty: 4878.528809
	Iteration 48Q: 3 clusters Score -2073914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2073917.250000 Penalty: 4878.528809
	Iteration 49Q: 3 clusters Score -2073917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2073929.250000 Penalty: 4878.528809
	Iteration 50Q: 3 clusters Score -2073929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2073942.375000 Penalty: 4878.528809
	Iteration 51Q: 3 clusters Score -2073942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2073955.375000 Penalty: 4878.528809
	Iteration 52Q: 3 clusters Score -2073955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2073967.750000 Penalty: 4878.528809
	Iteration 53Q: 3 clusters Score -2073968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2073979.125000 Penalty: 4878.528809
	Iteration 54Q: 3 clusters Score -2073979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2073991.375000 Penalty: 4878.528809
	Iteration 55Q: 3 clusters Score -2073991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2074002.250000 Penalty: 4878.528809
	Iteration 56Q: 3 clusters Score -2074002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2074009.250000 Penalty: 4878.528809
	Iteration 57Q: 3 clusters Score -2074009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2074016.750000 Penalty: 4878.528809
	Iteration 58Q: 3 clusters Score -2074017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2074022.875000 Penalty: 4878.528809
	Iteration 59Q: 3 clusters Score -2074023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2074029.500000 Penalty: 4878.528809
	Iteration 60F: 3 clusters Score -2074030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2074039.000000 Penalty: 4878.528809
	Iteration 61Q: 3 clusters Score -2074039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2074042.750000 Penalty: 4878.528809
	Iteration 62Q: 3 clusters Score -2074043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2074046.125000 Penalty: 4878.528809
	Iteration 63Q: 3 clusters Score -2074046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2074045.875000 Penalty: 4878.528809
	Iteration 64Q: 3 clusters Score -2074046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2074047.875000 Penalty: 4878.528809
	Iteration 65Q: 3 clusters Score -2074048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2074046.875000 Penalty: 4878.528809
	Iteration 66Q: 3 clusters Score -2074047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2074047.250000 Penalty: 4878.528809
	Iteration 67Q: 3 clusters Score -2074047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2074049.000000 Penalty: 4878.528809
	Iteration 68Q: 3 clusters Score -2074049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2074048.875000 Penalty: 4878.528809
	Iteration 69Q: 3 clusters Score -2074049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2074049.875000 Penalty: 4878.528809
	Iteration 70Q: 3 clusters Score -2074050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2074052.375000 Penalty: 4878.528809
	Iteration 71Q: 3 clusters Score -2074052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2074055.750000 Penalty: 4878.528809
	Iteration 72Q: 3 clusters Score -2074056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2074056.750000 Penalty: 4878.528809
	Iteration 73Q: 3 clusters Score -2074057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2074056.875000 Penalty: 4878.528809
	Iteration 74Q: 3 clusters Score -2074057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2074061.250000 Penalty: 4878.528809
	Iteration 75Q: 3 clusters Score -2074061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2074063.875000 Penalty: 4878.528809
	Iteration 76Q: 3 clusters Score -2074064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2074067.750000 Penalty: 4878.528809
	Iteration 77Q: 3 clusters Score -2074068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2074076.625000 Penalty: 4878.528809
	Iteration 78Q: 3 clusters Score -2074077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2074079.375000 Penalty: 4878.528809
	Iteration 79Q: 3 clusters Score -2074079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2074086.000000 Penalty: 4878.528809
	Iteration 80F: 3 clusters Score -2074086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2074090.000000 Penalty: 4878.528809
	Iteration 81Q: 3 clusters Score -2074090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2074092.000000 Penalty: 4878.528809
	Iteration 82Q: 3 clusters Score -2074092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2074102.250000 Penalty: 4878.528809
	Iteration 83Q: 3 clusters Score -2074102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2074108.250000 Penalty: 4878.528809
	Iteration 84Q: 3 clusters Score -2074108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2074115.125000 Penalty: 4878.528809
	Iteration 85Q: 3 clusters Score -2074115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2074116.500000 Penalty: 4878.528809
	Iteration 86Q: 3 clusters Score -2074116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2074120.625000 Penalty: 4878.528809
	Iteration 87Q: 3 clusters Score -2074121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2074123.250000 Penalty: 4878.528809
	Iteration 88Q: 3 clusters Score -2074123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2074125.750000 Penalty: 4878.528809
	Iteration 89Q: 3 clusters Score -2074126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2074126.750000 Penalty: 4878.528809
	Iteration 90Q: 3 clusters Score -2074127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2074127.625000 Penalty: 4878.528809
	Iteration 91Q: 3 clusters Score -2074128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2074127.125000 Penalty: 4878.528809
	Iteration 92Q: 3 clusters Score -2074127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2074127.750000 Penalty: 4878.528809
	Iteration 93Q: 3 clusters Score -2074128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2074127.375000 Penalty: 4878.528809
	Iteration 94Q: 3 clusters Score -2074127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2074127.375000 Penalty: 4878.528809
	Iteration 95F: 3 clusters Score -2074127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -592327.812500 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -592327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -587251.187500 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -587251.2 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -588526.125000 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -588526.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -588861.562500 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -588861.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -589142.187500 Penalty: 4309.890625
	Iteration 3F: 3 clusters Score -589142.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -589405.312500 Penalty: 4309.890625
	Iteration 4F: 3 clusters Score -589405.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -589612.750000 Penalty: 4309.890625
	Iteration 5F: 3 clusters Score -589612.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -589761.250000 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -589761.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -589883.437500 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -589883.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -589991.375000 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -589991.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -590052.875000 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -590052.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -590102.187500 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -590102.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -590139.375000 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -590139.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -590172.062500 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -590172.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -590210.125000 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -590210.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -590243.312500 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -590243.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -590274.750000 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -590274.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -590319.875000 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -590319.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -590374.500000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -590374.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -590415.312500 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -590415.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -590450.937500 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -590450.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -590481.500000 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -590481.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -590508.812500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -590508.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -590535.187500 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -590535.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -590556.937500 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -590556.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -590577.625000 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -590577.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -590603.500000 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -590603.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -590629.375000 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -590629.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -590651.000000 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -590651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -590674.687500 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -590674.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -590695.375000 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -590695.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -590709.812500 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -590709.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -590727.750000 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -590727.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -590748.875000 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -590748.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -590780.000000 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -590780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -590801.625000 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -590801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -590819.687500 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -590819.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -590834.625000 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -590834.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -590849.562500 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -590849.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -590863.062500 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -590863.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -590880.000000 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -590880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -590897.125000 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -590897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -590905.937500 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -590905.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -590913.062500 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -590913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -590920.625000 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -590920.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -590927.375000 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -590927.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -590934.375000 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -590934.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -590943.187500 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -590943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -590948.812500 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -590948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -590956.437500 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -590956.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -590959.437500 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -590959.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -590966.500000 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -590966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -590974.750000 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -590974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -590981.375000 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -590981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -590984.437500 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -590984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -590985.062500 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -590985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -590985.687500 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -590985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -590987.937500 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -590987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -590988.062500 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -590988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -590989.625000 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -590989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -590987.875000 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -590987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -590989.187500 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -590989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -590988.875000 Penalty: 4309.890625
	Iteration 61Q: 3 clusters Score -590988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -590988.875000 Penalty: 4309.890625
	Iteration 62F: 3 clusters Score -590988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343394 members 
Entering Unmasked Estep 
Score: -38621056.000000 Penalty: 3161.165039
	Iteration 0F: 2 clusters Score -3.862106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6322.330078
	Iteration 0F: 3 clusters Score -3.842181e+07 nChanged 166730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 185192 members 
Entering Unmasked Estep 
Score: -38521684.000000 Penalty: 6322.330078
	Iteration 1F: 3 clusters Score -3.852168e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 193176 members 
Entering Unmasked Estep 
Score: -38523984.000000 Penalty: 6322.330078
	Iteration 2Q: 3 clusters Score -3.852398e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 205585 members 
Entering Unmasked Estep 
Score: -38528676.000000 Penalty: 6322.330078
	Iteration 3Q: 3 clusters Score -3.852868e+07 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 224471 members 
Entering Unmasked Estep 
Score: -38538068.000000 Penalty: 6322.330078
	Iteration 4F: 3 clusters Score -3.853807e+07 nChanged 26808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 251267 members 
Entering Unmasked Estep 
Score: -38556136.000000 Penalty: 6322.330078
	Iteration 5F: 3 clusters Score -3.855614e+07 nChanged 33537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 284802 members 
Entering Unmasked Estep 
Score: -38585936.000000 Penalty: 6322.330078
	Iteration 6F: 3 clusters Score -3.858594e+07 nChanged 31852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 316654 members 
Entering Unmasked Estep 
Score: -38605608.000000 Penalty: 6322.330078
	Iteration 7F: 3 clusters Score -3.860561e+07 nChanged 18100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 334754 members 
Entering Unmasked Estep 
Score: -38614416.000000 Penalty: 6322.330078
	Iteration 8F: 3 clusters Score -3.861442e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 341136 members 
Entering Unmasked Estep 
Score: -38616940.000000 Penalty: 6322.330078
	Iteration 9Q: 3 clusters Score -3.861694e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 342675 members 
Entering Unmasked Estep 
Score: -38617844.000000 Penalty: 6322.330078
	Iteration 10Q: 3 clusters Score -3.861784e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 343043 members 
Entering Unmasked Estep 
Score: -38618160.000000 Penalty: 6322.330078
	Iteration 11Q: 3 clusters Score -3.861816e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 343124 members 
Entering Unmasked Estep 
Score: -38618260.000000 Penalty: 6322.330078
	Iteration 12Q: 3 clusters Score -3.861826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 343148 members 
Entering Unmasked Estep 
Score: -38618324.000000 Penalty: 6322.330078
	Iteration 13Q: 3 clusters Score -3.861832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 343162 members 
Entering Unmasked Estep 
Score: -38618368.000000 Penalty: 6322.330078
	Iteration 14Q: 3 clusters Score -3.861837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 343165 members 
Entering Unmasked Estep 
Score: -38618404.000000 Penalty: 6322.330078
	Iteration 15Q: 3 clusters Score -3.86184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 343169 members 
Entering Unmasked Estep 
Score: -38618368.000000 Penalty: 6322.330078
	Iteration 16Q: 3 clusters Score -3.861837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343173 members 
Entering Unmasked Estep 
Score: -38618404.000000 Penalty: 6322.330078
	Iteration 17Q: 3 clusters Score -3.86184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 343175 members 
Entering Unmasked Estep 
Score: -38618404.000000 Penalty: 6322.330078
	Iteration 18Q: 3 clusters Score -3.86184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343173 members 
Entering Unmasked Estep 
Score: -38618432.000000 Penalty: 6322.330078
	Iteration 19Q: 3 clusters Score -3.861843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343173 members 
Entering Unmasked Estep 
Score: -38618432.000000 Penalty: 6322.330078
	Iteration 20F: 3 clusters Score -3.861843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 343172 members 
Entering Unmasked Estep 
Score: -38618432.000000 Penalty: 6322.330078
	Iteration 21Q: 3 clusters Score -3.861843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343171 members 
Entering Unmasked Estep 
Score: -38618440.000000 Penalty: 6322.330078
	Iteration 22Q: 3 clusters Score -3.861844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343171 members 
Entering Unmasked Estep 
Score: -38618440.000000 Penalty: 6322.330078
	Iteration 23F: 3 clusters Score -3.861844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -344130.531250 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -344130.5 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 1463 members 
Entering Unmasked Estep 
Score: -340846.375000 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -340846.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -341535.812500 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -341535.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -341689.750000 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -341689.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -341753.031250 Penalty: 3978.868652
	Iteration 3Q: 3 clusters Score -341753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -341794.593750 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -341794.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -341831.968750 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -341832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -341857.500000 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -341857.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -341874.312500 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -341874.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -341891.312500 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -341891.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -341908.406250 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -341908.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -341928.906250 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -341928.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -341950.281250 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -341950.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -341968.968750 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -341969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -341987.093750 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -341987.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -342010.031250 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -342010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -342029.312500 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -342029.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -342042.906250 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -342042.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -342057.156250 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -342057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -342070.968750 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -342071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -342081.593750 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -342081.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -342097.031250 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -342097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -342113.093750 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -342113.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -342130.625000 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -342130.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -342152.875000 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -342152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -342166.937500 Penalty: 3978.868652
	Iteration 24Q: 3 clusters Score -342166.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -342179.437500 Penalty: 3978.868652
	Iteration 25Q: 3 clusters Score -342179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -342192.375000 Penalty: 3978.868652
	Iteration 26Q: 3 clusters Score -342192.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -342204.437500 Penalty: 3978.868652
	Iteration 27Q: 3 clusters Score -342204.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -342223.937500 Penalty: 3978.868652
	Iteration 28Q: 3 clusters Score -342223.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -342236.218750 Penalty: 3978.868652
	Iteration 29Q: 3 clusters Score -342236.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -342250.906250 Penalty: 3978.868652
	Iteration 30Q: 3 clusters Score -342250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -342265.687500 Penalty: 3978.868652
	Iteration 31Q: 3 clusters Score -342265.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -342274.437500 Penalty: 3978.868652
	Iteration 32Q: 3 clusters Score -342274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -342280.500000 Penalty: 3978.868652
	Iteration 33Q: 3 clusters Score -342280.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -342286.093750 Penalty: 3978.868652
	Iteration 34Q: 3 clusters Score -342286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -342289.125000 Penalty: 3978.868652
	Iteration 35Q: 3 clusters Score -342289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -342292.000000 Penalty: 3978.868652
	Iteration 36Q: 3 clusters Score -342292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -342293.781250 Penalty: 3978.868652
	Iteration 37Q: 3 clusters Score -342293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -342293.781250 Penalty: 3978.868652
	Iteration 38F: 3 clusters Score -342293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44091.167969 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44091.17 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44328.609375 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44328.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44407.875000 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44407.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44432.343750 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44432.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44452.574219 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44452.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44468.171875 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44468.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44471.722656 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44471.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44473.382812 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44473.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44474.464844 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44474.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44476.230469 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44476.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44477.437500 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44477.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44480.828125 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44480.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44483.765625 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44483.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44485.281250 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -44485.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44487.015625 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -44487.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44487.761719 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -44487.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44488.796875 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -44488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44491.484375 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -44491.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44491.484375 Penalty: 3066.314209
	Iteration 18F: 3 clusters Score -44491.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Entering Unmasked Estep 
Score: -3292355.000000 Penalty: 2569.231445
	Iteration 0F: 2 clusters Score -3292355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3270731.500000 Penalty: 5138.462891
	Iteration 0F: 3 clusters Score -3270732 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3278658.500000 Penalty: 5138.462891
	Iteration 1F: 3 clusters Score -3278658 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3279721.500000 Penalty: 5138.462891
	Iteration 2F: 3 clusters Score -3279722 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3281109.000000 Penalty: 5138.462891
	Iteration 3F: 3 clusters Score -3281109 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3282767.000000 Penalty: 5138.462891
	Iteration 4F: 3 clusters Score -3282767 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3284452.750000 Penalty: 5138.462891
	Iteration 5F: 3 clusters Score -3284453 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3285929.500000 Penalty: 5138.462891
	Iteration 6F: 3 clusters Score -3285930 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3286939.500000 Penalty: 5138.462891
	Iteration 7F: 3 clusters Score -3286940 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3287635.000000 Penalty: 5138.462891
	Iteration 8Q: 3 clusters Score -3287635 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3288073.750000 Penalty: 5138.462891
	Iteration 9Q: 3 clusters Score -3288074 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3288408.000000 Penalty: 5138.462891
	Iteration 10Q: 3 clusters Score -3288408 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3288671.500000 Penalty: 5138.462891
	Iteration 11Q: 3 clusters Score -3288672 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3288988.250000 Penalty: 5138.462891
	Iteration 12Q: 3 clusters Score -3288988 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3289257.250000 Penalty: 5138.462891
	Iteration 13Q: 3 clusters Score -3289257 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3289509.000000 Penalty: 5138.462891
	Iteration 14Q: 3 clusters Score -3289509 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3289706.500000 Penalty: 5138.462891
	Iteration 15Q: 3 clusters Score -3289706 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3289911.250000 Penalty: 5138.462891
	Iteration 16Q: 3 clusters Score -3289911 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3290108.250000 Penalty: 5138.462891
	Iteration 17Q: 3 clusters Score -3290108 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3290244.750000 Penalty: 5138.462891
	Iteration 18Q: 3 clusters Score -3290245 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3290349.000000 Penalty: 5138.462891
	Iteration 19Q: 3 clusters Score -3290349 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3290447.250000 Penalty: 5138.462891
	Iteration 20F: 3 clusters Score -3290447 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3290512.250000 Penalty: 5138.462891
	Iteration 21Q: 3 clusters Score -3290512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3290564.500000 Penalty: 5138.462891
	Iteration 22Q: 3 clusters Score -3290564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3290610.750000 Penalty: 5138.462891
	Iteration 23Q: 3 clusters Score -3290611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3290662.000000 Penalty: 5138.462891
	Iteration 24Q: 3 clusters Score -3290662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3290723.500000 Penalty: 5138.462891
	Iteration 25Q: 3 clusters Score -3290724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3290773.750000 Penalty: 5138.462891
	Iteration 26Q: 3 clusters Score -3290774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3290788.750000 Penalty: 5138.462891
	Iteration 27Q: 3 clusters Score -3290789 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3290821.500000 Penalty: 5138.462891
	Iteration 28Q: 3 clusters Score -3290822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3290832.000000 Penalty: 5138.462891
	Iteration 29Q: 3 clusters Score -3290832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3290856.000000 Penalty: 5138.462891
	Iteration 30Q: 3 clusters Score -3290856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3290868.250000 Penalty: 5138.462891
	Iteration 31Q: 3 clusters Score -3290868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3290872.750000 Penalty: 5138.462891
	Iteration 32Q: 3 clusters Score -3290873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3290872.250000 Penalty: 5138.462891
	Iteration 33Q: 3 clusters Score -3290872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3290892.500000 Penalty: 5138.462891
	Iteration 34Q: 3 clusters Score -3290892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3290893.000000 Penalty: 5138.462891
	Iteration 35Q: 3 clusters Score -3290893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3290895.750000 Penalty: 5138.462891
	Iteration 36Q: 3 clusters Score -3290896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3290903.750000 Penalty: 5138.462891
	Iteration 37Q: 3 clusters Score -3290904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3290908.750000 Penalty: 5138.462891
	Iteration 38Q: 3 clusters Score -3290909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3290915.750000 Penalty: 5138.462891
	Iteration 39Q: 3 clusters Score -3290916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3290913.250000 Penalty: 5138.462891
	Iteration 40F: 3 clusters Score -3290913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3290917.750000 Penalty: 5138.462891
	Iteration 41Q: 3 clusters Score -3290918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3290917.000000 Penalty: 5138.462891
	Iteration 42Q: 3 clusters Score -3290917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3290912.750000 Penalty: 5138.462891
	Iteration 43Q: 3 clusters Score -3290913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3290912.250000 Penalty: 5138.462891
	Iteration 44Q: 3 clusters Score -3290912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3290912.500000 Penalty: 5138.462891
	Iteration 45Q: 3 clusters Score -3290912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3290911.250000 Penalty: 5138.462891
	Iteration 46Q: 3 clusters Score -3290911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3290911.250000 Penalty: 5138.462891
	Iteration 47F: 3 clusters Score -3290911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -562840.875000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -562840.9 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 2471 members 
Entering Unmasked Estep 
Score: -558287.937500 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -558287.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -559371.062500 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -559371.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -559564.562500 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -559564.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -559684.937500 Penalty: 4227.001465
	Iteration 3Q: 3 clusters Score -559684.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -559777.375000 Penalty: 4227.001465
	Iteration 4Q: 3 clusters Score -559777.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -559857.937500 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -559857.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -559917.625000 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -559917.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -559973.875000 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -559973.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -560018.187500 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -560018.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -560069.500000 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -560069.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -560123.312500 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -560123.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -560175.375000 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -560175.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -560221.437500 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -560221.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -560253.937500 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -560253.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -560281.750000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -560281.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -560312.562500 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -560312.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -560346.625000 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -560346.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -560377.562500 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -560377.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -560411.562500 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -560411.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -560446.062500 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -560446.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -560479.500000 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -560479.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -560512.562500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -560512.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -560540.437500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -560540.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -560570.937500 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -560570.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -560595.062500 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -560595.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -560630.937500 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -560630.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -560661.937500 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -560661.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -560700.875000 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -560700.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -560735.500000 Penalty: 4227.001465
	Iteration 28Q: 3 clusters Score -560735.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -560760.562500 Penalty: 4227.001465
	Iteration 29Q: 3 clusters Score -560760.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -560785.000000 Penalty: 4227.001465
	Iteration 30Q: 3 clusters Score -560785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -560808.187500 Penalty: 4227.001465
	Iteration 31Q: 3 clusters Score -560808.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -560839.375000 Penalty: 4227.001465
	Iteration 32Q: 3 clusters Score -560839.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -560872.000000 Penalty: 4227.001465
	Iteration 33Q: 3 clusters Score -560872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -560897.437500 Penalty: 4227.001465
	Iteration 34Q: 3 clusters Score -560897.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -560922.750000 Penalty: 4227.001465
	Iteration 35Q: 3 clusters Score -560922.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -560943.500000 Penalty: 4227.001465
	Iteration 36Q: 3 clusters Score -560943.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -560961.812500 Penalty: 4227.001465
	Iteration 37Q: 3 clusters Score -560961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -560977.812500 Penalty: 4227.001465
	Iteration 38Q: 3 clusters Score -560977.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -560990.937500 Penalty: 4227.001465
	Iteration 39Q: 3 clusters Score -560990.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -561000.812500 Penalty: 4227.001465
	Iteration 40F: 3 clusters Score -561000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -561010.062500 Penalty: 4227.001465
	Iteration 41Q: 3 clusters Score -561010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -561017.312500 Penalty: 4227.001465
	Iteration 42Q: 3 clusters Score -561017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -561022.562500 Penalty: 4227.001465
	Iteration 43Q: 3 clusters Score -561022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -561030.437500 Penalty: 4227.001465
	Iteration 44Q: 3 clusters Score -561030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -561035.125000 Penalty: 4227.001465
	Iteration 45Q: 3 clusters Score -561035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -561038.875000 Penalty: 4227.001465
	Iteration 46Q: 3 clusters Score -561038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -561042.187500 Penalty: 4227.001465
	Iteration 47Q: 3 clusters Score -561042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -561045.125000 Penalty: 4227.001465
	Iteration 48Q: 3 clusters Score -561045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -561045.187500 Penalty: 4227.001465
	Iteration 49Q: 3 clusters Score -561045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -561045.187500 Penalty: 4227.001465
	Iteration 50F: 3 clusters Score -561045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34381.164062 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34381.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34510.578125 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34510.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34596.480469 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34596.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34627.710938 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34627.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34650.871094 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34650.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34654.867188 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34654.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34663.195312 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34667.242188 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34667.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34669.617188 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -34669.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34669.617188 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -34669.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Entering Unmasked Estep 
Score: -1378334.375000 Penalty: 2338.310791
	Iteration 0F: 2 clusters Score -1378334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1369133.875000 Penalty: 4676.621582
	Iteration 0F: 3 clusters Score -1369134 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1372174.375000 Penalty: 4676.621582
	Iteration 1F: 3 clusters Score -1372174 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1372600.250000 Penalty: 4676.621582
	Iteration 2F: 3 clusters Score -1372600 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1372979.750000 Penalty: 4676.621582
	Iteration 3F: 3 clusters Score -1372980 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1373311.500000 Penalty: 4676.621582
	Iteration 4F: 3 clusters Score -1373312 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1373700.750000 Penalty: 4676.621582
	Iteration 5F: 3 clusters Score -1373701 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1374154.000000 Penalty: 4676.621582
	Iteration 6F: 3 clusters Score -1374154 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1374694.125000 Penalty: 4676.621582
	Iteration 7F: 3 clusters Score -1374694 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1375258.000000 Penalty: 4676.621582
	Iteration 8F: 3 clusters Score -1375258 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1375781.625000 Penalty: 4676.621582
	Iteration 9F: 3 clusters Score -1375782 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1376205.500000 Penalty: 4676.621582
	Iteration 10Q: 3 clusters Score -1376206 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1376483.250000 Penalty: 4676.621582
	Iteration 11Q: 3 clusters Score -1376483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1376669.875000 Penalty: 4676.621582
	Iteration 12Q: 3 clusters Score -1376670 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1376796.500000 Penalty: 4676.621582
	Iteration 13Q: 3 clusters Score -1376796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1376910.125000 Penalty: 4676.621582
	Iteration 14Q: 3 clusters Score -1376910 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1377003.375000 Penalty: 4676.621582
	Iteration 15Q: 3 clusters Score -1377003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1377073.500000 Penalty: 4676.621582
	Iteration 16Q: 3 clusters Score -1377074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1377151.500000 Penalty: 4676.621582
	Iteration 17Q: 3 clusters Score -1377152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1377194.375000 Penalty: 4676.621582
	Iteration 18Q: 3 clusters Score -1377194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1377238.625000 Penalty: 4676.621582
	Iteration 19Q: 3 clusters Score -1377239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1377263.125000 Penalty: 4676.621582
	Iteration 20F: 3 clusters Score -1377263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1377286.625000 Penalty: 4676.621582
	Iteration 21Q: 3 clusters Score -1377287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1377309.375000 Penalty: 4676.621582
	Iteration 22Q: 3 clusters Score -1377309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1377328.375000 Penalty: 4676.621582
	Iteration 23Q: 3 clusters Score -1377328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1377345.250000 Penalty: 4676.621582
	Iteration 24Q: 3 clusters Score -1377345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1377350.250000 Penalty: 4676.621582
	Iteration 25Q: 3 clusters Score -1377350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1377356.875000 Penalty: 4676.621582
	Iteration 26Q: 3 clusters Score -1377357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1377357.625000 Penalty: 4676.621582
	Iteration 27Q: 3 clusters Score -1377358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1377359.250000 Penalty: 4676.621582
	Iteration 28Q: 3 clusters Score -1377359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1377358.500000 Penalty: 4676.621582
	Iteration 29Q: 3 clusters Score -1377358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1377358.500000 Penalty: 4676.621582
	Iteration 30F: 3 clusters Score -1377358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -704943.625000 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -704943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -699567.625000 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -699567.6 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -700997.625000 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -700997.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -701314.687500 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -701314.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -701550.250000 Penalty: 4346.815430
	Iteration 3F: 3 clusters Score -701550.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -701800.687500 Penalty: 4346.815430
	Iteration 4F: 3 clusters Score -701800.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -702053.687500 Penalty: 4346.815430
	Iteration 5F: 3 clusters Score -702053.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -702276.500000 Penalty: 4346.815430
	Iteration 6Q: 3 clusters Score -702276.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -702472.000000 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -702472 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -702656.437500 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -702656.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -702872.125000 Penalty: 4346.815430
	Iteration 9Q: 3 clusters Score -702872.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -703141.625000 Penalty: 4346.815430
	Iteration 10Q: 3 clusters Score -703141.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -703479.312500 Penalty: 4346.815430
	Iteration 11Q: 3 clusters Score -703479.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -703952.250000 Penalty: 4346.815430
	Iteration 12F: 3 clusters Score -703952.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -704219.375000 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -704219.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -704304.687500 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -704304.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -704346.500000 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -704346.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -704365.312500 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -704365.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -704377.000000 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -704377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -704383.312500 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -704383.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -704388.062500 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -704388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -704389.750000 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -704389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -704390.125000 Penalty: 4346.815430
	Iteration 21Q: 3 clusters Score -704390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -704392.312500 Penalty: 4346.815430
	Iteration 22Q: 3 clusters Score -704392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -704393.187500 Penalty: 4346.815430
	Iteration 23Q: 3 clusters Score -704393.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -704394.500000 Penalty: 4346.815430
	Iteration 24Q: 3 clusters Score -704394.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -704396.000000 Penalty: 4346.815430
	Iteration 25Q: 3 clusters Score -704396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -704395.437500 Penalty: 4346.815430
	Iteration 26Q: 3 clusters Score -704395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -704395.937500 Penalty: 4346.815430
	Iteration 27Q: 3 clusters Score -704395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -704396.750000 Penalty: 4346.815430
	Iteration 28Q: 3 clusters Score -704396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -704396.937500 Penalty: 4346.815430
	Iteration 29Q: 3 clusters Score -704396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -704396.937500 Penalty: 4346.815430
	Iteration 30F: 3 clusters Score -704396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23989.169922 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23989.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24190.759766 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24190.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24261.070312 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24261.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24313.673828 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24313.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24375.675781 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24375.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24431.517578 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24431.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24483.419922 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24483.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24530.365234 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24530.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24567.791016 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24567.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24567.791016 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -24567.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Entering Unmasked Estep 
Score: -1896616.875000 Penalty: 2407.468506
	Iteration 0F: 2 clusters Score -1896617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1884817.875000 Penalty: 4814.937012
	Iteration 0F: 3 clusters Score -1884818 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1888612.375000 Penalty: 4814.937012
	Iteration 1F: 3 clusters Score -1888612 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1888977.625000 Penalty: 4814.937012
	Iteration 2F: 3 clusters Score -1888978 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1889278.375000 Penalty: 4814.937012
	Iteration 3Q: 3 clusters Score -1889278 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1889549.750000 Penalty: 4814.937012
	Iteration 4Q: 3 clusters Score -1889550 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1889805.500000 Penalty: 4814.937012
	Iteration 5Q: 3 clusters Score -1889806 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1890052.000000 Penalty: 4814.937012
	Iteration 6Q: 3 clusters Score -1890052 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1890339.000000 Penalty: 4814.937012
	Iteration 7Q: 3 clusters Score -1890339 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1890665.875000 Penalty: 4814.937012
	Iteration 8Q: 3 clusters Score -1890666 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1891038.375000 Penalty: 4814.937012
	Iteration 9Q: 3 clusters Score -1891038 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1891472.750000 Penalty: 4814.937012
	Iteration 10Q: 3 clusters Score -1891473 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1891931.375000 Penalty: 4814.937012
	Iteration 11Q: 3 clusters Score -1891931 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1892397.375000 Penalty: 4814.937012
	Iteration 12Q: 3 clusters Score -1892397 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1892761.000000 Penalty: 4814.937012
	Iteration 13Q: 3 clusters Score -1892761 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1893044.750000 Penalty: 4814.937012
	Iteration 14Q: 3 clusters Score -1893045 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1893245.750000 Penalty: 4814.937012
	Iteration 15Q: 3 clusters Score -1893246 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1893393.125000 Penalty: 4814.937012
	Iteration 16Q: 3 clusters Score -1893393 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1893529.250000 Penalty: 4814.937012
	Iteration 17Q: 3 clusters Score -1893529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1893622.625000 Penalty: 4814.937012
	Iteration 18Q: 3 clusters Score -1893623 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1893707.000000 Penalty: 4814.937012
	Iteration 19Q: 3 clusters Score -1893707 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1893774.125000 Penalty: 4814.937012
	Iteration 20F: 3 clusters Score -1893774 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1893842.500000 Penalty: 4814.937012
	Iteration 21Q: 3 clusters Score -1893842 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1893904.125000 Penalty: 4814.937012
	Iteration 22Q: 3 clusters Score -1893904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1893965.500000 Penalty: 4814.937012
	Iteration 23Q: 3 clusters Score -1893966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1894022.875000 Penalty: 4814.937012
	Iteration 24Q: 3 clusters Score -1894023 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1894070.625000 Penalty: 4814.937012
	Iteration 25Q: 3 clusters Score -1894071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1894118.875000 Penalty: 4814.937012
	Iteration 26Q: 3 clusters Score -1894119 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1894178.125000 Penalty: 4814.937012
	Iteration 27Q: 3 clusters Score -1894178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1894216.250000 Penalty: 4814.937012
	Iteration 28Q: 3 clusters Score -1894216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1894268.500000 Penalty: 4814.937012
	Iteration 29Q: 3 clusters Score -1894268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1894304.125000 Penalty: 4814.937012
	Iteration 30Q: 3 clusters Score -1894304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1894329.500000 Penalty: 4814.937012
	Iteration 31Q: 3 clusters Score -1894330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1894347.875000 Penalty: 4814.937012
	Iteration 32Q: 3 clusters Score -1894348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1894375.750000 Penalty: 4814.937012
	Iteration 33Q: 3 clusters Score -1894376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1894400.000000 Penalty: 4814.937012
	Iteration 34Q: 3 clusters Score -1894400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1894414.125000 Penalty: 4814.937012
	Iteration 35Q: 3 clusters Score -1894414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1894435.875000 Penalty: 4814.937012
	Iteration 36Q: 3 clusters Score -1894436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1894448.750000 Penalty: 4814.937012
	Iteration 37Q: 3 clusters Score -1894449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1894463.250000 Penalty: 4814.937012
	Iteration 38Q: 3 clusters Score -1894463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1894478.625000 Penalty: 4814.937012
	Iteration 39Q: 3 clusters Score -1894479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1894493.375000 Penalty: 4814.937012
	Iteration 40F: 3 clusters Score -1894493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1894504.625000 Penalty: 4814.937012
	Iteration 41Q: 3 clusters Score -1894505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1894513.750000 Penalty: 4814.937012
	Iteration 42Q: 3 clusters Score -1894514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1894528.250000 Penalty: 4814.937012
	Iteration 43Q: 3 clusters Score -1894528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1894533.625000 Penalty: 4814.937012
	Iteration 44Q: 3 clusters Score -1894534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1894543.125000 Penalty: 4814.937012
	Iteration 45Q: 3 clusters Score -1894543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1894555.625000 Penalty: 4814.937012
	Iteration 46Q: 3 clusters Score -1894556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1894565.625000 Penalty: 4814.937012
	Iteration 47Q: 3 clusters Score -1894566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1894575.750000 Penalty: 4814.937012
	Iteration 48Q: 3 clusters Score -1894576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1894583.625000 Penalty: 4814.937012
	Iteration 49Q: 3 clusters Score -1894584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1894590.625000 Penalty: 4814.937012
	Iteration 50Q: 3 clusters Score -1894591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1894590.500000 Penalty: 4814.937012
	Iteration 51Q: 3 clusters Score -1894590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1894594.000000 Penalty: 4814.937012
	Iteration 52Q: 3 clusters Score -1894594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1894598.500000 Penalty: 4814.937012
	Iteration 53Q: 3 clusters Score -1894598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1894601.000000 Penalty: 4814.937012
	Iteration 54Q: 3 clusters Score -1894601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1894607.125000 Penalty: 4814.937012
	Iteration 55Q: 3 clusters Score -1894607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1894609.500000 Penalty: 4814.937012
	Iteration 56Q: 3 clusters Score -1894610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1894611.750000 Penalty: 4814.937012
	Iteration 57Q: 3 clusters Score -1894612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1894614.625000 Penalty: 4814.937012
	Iteration 58Q: 3 clusters Score -1894615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1894614.125000 Penalty: 4814.937012
	Iteration 59Q: 3 clusters Score -1894614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1894614.500000 Penalty: 4814.937012
	Iteration 60F: 3 clusters Score -1894614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1894619.500000 Penalty: 4814.937012
	Iteration 61Q: 3 clusters Score -1894620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1894621.500000 Penalty: 4814.937012
	Iteration 62Q: 3 clusters Score -1894622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1894624.500000 Penalty: 4814.937012
	Iteration 63Q: 3 clusters Score -1894624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1894631.625000 Penalty: 4814.937012
	Iteration 64Q: 3 clusters Score -1894632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1894634.000000 Penalty: 4814.937012
	Iteration 65Q: 3 clusters Score -1894634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1894635.500000 Penalty: 4814.937012
	Iteration 66Q: 3 clusters Score -1894636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1894636.625000 Penalty: 4814.937012
	Iteration 67Q: 3 clusters Score -1894637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1894634.625000 Penalty: 4814.937012
	Iteration 68Q: 3 clusters Score -1894635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1894639.000000 Penalty: 4814.937012
	Iteration 69Q: 3 clusters Score -1894639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1894640.000000 Penalty: 4814.937012
	Iteration 70Q: 3 clusters Score -1894640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1894642.125000 Penalty: 4814.937012
	Iteration 71Q: 3 clusters Score -1894642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1894641.875000 Penalty: 4814.937012
	Iteration 72Q: 3 clusters Score -1894642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1894641.875000 Penalty: 4814.937012
	Iteration 73F: 3 clusters Score -1894642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14472.389648 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14472.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14518.177734 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14518.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14531.477539 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14531.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14531.477539 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14531.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15273.082031 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15273.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14220.644531 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14220.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14279.582031 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14279.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14282.691406 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14282.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14282.691406 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14282.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Entering Unmasked Estep 
Score: -1945690.500000 Penalty: 2413.518066
	Iteration 0F: 2 clusters Score -1945690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1933681.250000 Penalty: 4827.036133
	Iteration 0F: 3 clusters Score -1933681 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1937516.750000 Penalty: 4827.036133
	Iteration 1F: 3 clusters Score -1937517 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1937883.750000 Penalty: 4827.036133
	Iteration 2F: 3 clusters Score -1937884 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1938211.500000 Penalty: 4827.036133
	Iteration 3Q: 3 clusters Score -1938212 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1938518.250000 Penalty: 4827.036133
	Iteration 4Q: 3 clusters Score -1938518 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1938825.250000 Penalty: 4827.036133
	Iteration 5Q: 3 clusters Score -1938825 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1939170.125000 Penalty: 4827.036133
	Iteration 6Q: 3 clusters Score -1939170 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1939600.000000 Penalty: 4827.036133
	Iteration 7Q: 3 clusters Score -1939600 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1940170.250000 Penalty: 4827.036133
	Iteration 8F: 3 clusters Score -1940170 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1940874.625000 Penalty: 4827.036133
	Iteration 9F: 3 clusters Score -1940875 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1941596.625000 Penalty: 4827.036133
	Iteration 10F: 3 clusters Score -1941597 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1942231.125000 Penalty: 4827.036133
	Iteration 11Q: 3 clusters Score -1942231 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1942723.000000 Penalty: 4827.036133
	Iteration 12Q: 3 clusters Score -1942723 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1943057.375000 Penalty: 4827.036133
	Iteration 13Q: 3 clusters Score -1943057 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1943234.625000 Penalty: 4827.036133
	Iteration 14Q: 3 clusters Score -1943235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1943329.625000 Penalty: 4827.036133
	Iteration 15Q: 3 clusters Score -1943330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1943410.000000 Penalty: 4827.036133
	Iteration 16Q: 3 clusters Score -1943410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1943458.125000 Penalty: 4827.036133
	Iteration 17Q: 3 clusters Score -1943458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1943499.750000 Penalty: 4827.036133
	Iteration 18Q: 3 clusters Score -1943500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1943527.250000 Penalty: 4827.036133
	Iteration 19Q: 3 clusters Score -1943527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1943565.625000 Penalty: 4827.036133
	Iteration 20F: 3 clusters Score -1943566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1943588.625000 Penalty: 4827.036133
	Iteration 21Q: 3 clusters Score -1943589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1943603.125000 Penalty: 4827.036133
	Iteration 22Q: 3 clusters Score -1943603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1943611.875000 Penalty: 4827.036133
	Iteration 23Q: 3 clusters Score -1943612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1943634.375000 Penalty: 4827.036133
	Iteration 24Q: 3 clusters Score -1943634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1943644.250000 Penalty: 4827.036133
	Iteration 25Q: 3 clusters Score -1943644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1943652.750000 Penalty: 4827.036133
	Iteration 26Q: 3 clusters Score -1943653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1943662.500000 Penalty: 4827.036133
	Iteration 27Q: 3 clusters Score -1943662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1943664.375000 Penalty: 4827.036133
	Iteration 28Q: 3 clusters Score -1943664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1943664.125000 Penalty: 4827.036133
	Iteration 29Q: 3 clusters Score -1943664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1943671.500000 Penalty: 4827.036133
	Iteration 30Q: 3 clusters Score -1943672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1943671.500000 Penalty: 4827.036133
	Iteration 31F: 3 clusters Score -1943672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -50024.328125 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -50024.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48486.199219 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -48486.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48682.355469 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -48682.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48880.941406 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -48880.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49162.839844 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -49162.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49351.257812 Penalty: 3109.471680
	Iteration 4F: 3 clusters Score -49351.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49486.488281 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -49486.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49533.546875 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -49533.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49591.914062 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -49591.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49626.039062 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -49626.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49636.695312 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -49636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49657.042969 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -49657.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49734.375000 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -49734.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49756.089844 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -49756.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49758.406250 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -49758.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49758.406250 Penalty: 3109.471680
	Iteration 14F: 3 clusters Score -49758.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 47637 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96393 members 
Mstep: Class 13 contains 49267 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32761 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343394 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16441 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923512.000000 Penalty: 157755.078125
Iteration 439Q: 47 clusters Score -1.109235e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 47631 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96384 members 
Mstep: Class 13 contains 49266 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343406 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16442 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923528.000000 Penalty: 157755.078125
Iteration 440F: 47 clusters Score -1.109235e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 47623 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43994 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96378 members 
Mstep: Class 13 contains 49267 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343416 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16443 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923480.000000 Penalty: 157755.078125
Iteration 441Q: 47 clusters Score -1.109235e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 47620 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43994 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96371 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25217 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4235 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343422 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31567 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16446 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923568.000000 Penalty: 157755.078125
Iteration 442Q: 47 clusters Score -1.109236e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 47622 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43994 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96363 members 
Mstep: Class 13 contains 49270 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25215 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343422 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31567 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16455 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923488.000000 Penalty: 157755.078125
Iteration 443Q: 47 clusters Score -1.109235e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 47622 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43994 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96356 members 
Mstep: Class 13 contains 49270 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25215 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343419 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31567 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16467 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923520.000000 Penalty: 157755.078125
Iteration 444Q: 47 clusters Score -1.109235e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47624 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43994 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96352 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25214 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4228 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108682 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343412 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16483 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16847 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923416.000000 Penalty: 157755.078125
Iteration 445Q: 47 clusters Score -1.109234e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47623 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43995 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96347 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25214 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108682 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343407 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16493 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16848 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923528.000000 Penalty: 157755.078125
Iteration 446Q: 47 clusters Score -1.109235e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 47620 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96339 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25213 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108682 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343408 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12440 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16507 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16849 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923584.000000 Penalty: 157755.078125
Iteration 447Q: 47 clusters Score -1.109236e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47618 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96337 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343404 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31567 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16513 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16853 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923576.000000 Penalty: 157755.078125
Iteration 448Q: 47 clusters Score -1.109236e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47619 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 44000 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96334 members 
Mstep: Class 13 contains 49268 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343401 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31567 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16517 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16856 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923616.000000 Penalty: 157755.078125
Iteration 449Q: 47 clusters Score -1.109236e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47619 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 44002 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96333 members 
Mstep: Class 13 contains 49269 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24097 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18689 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343400 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31568 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16520 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16858 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923728.000000 Penalty: 157755.078125
Iteration 450Q: 47 clusters Score -1.109237e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47619 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44003 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96327 members 
Mstep: Class 13 contains 49271 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343402 members 
Mstep: Class 34 contains 3047 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31570 members 
Mstep: Class 37 contains 5024 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16521 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16862 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923752.000000 Penalty: 157755.078125
Iteration 451Q: 47 clusters Score -1.109238e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 47613 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44005 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96321 members 
Mstep: Class 13 contains 49271 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24103 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343408 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31571 members 
Mstep: Class 37 contains 5023 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16525 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16865 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923760.000000 Penalty: 157755.078125
Iteration 452Q: 47 clusters Score -1.109238e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47612 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44006 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 96317 members 
Mstep: Class 13 contains 49272 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343411 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31571 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16533 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16868 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923704.000000 Penalty: 157755.078125
Iteration 453Q: 47 clusters Score -1.109237e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47607 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44006 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 96316 members 
Mstep: Class 13 contains 49272 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24110 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4172 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343415 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31570 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16539 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16873 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923704.000000 Penalty: 157755.078125
Iteration 454Q: 47 clusters Score -1.109237e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47603 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44006 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 96310 members 
Mstep: Class 13 contains 49272 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24111 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4164 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108681 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343421 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31568 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12439 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16547 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16878 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923760.000000 Penalty: 157755.078125
Iteration 455Q: 47 clusters Score -1.109238e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 47598 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44006 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 96301 members 
Mstep: Class 13 contains 49273 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24112 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343425 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16551 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16884 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923704.000000 Penalty: 157755.078125
Iteration 456Q: 47 clusters Score -1.109237e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 47581 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 96297 members 
Mstep: Class 13 contains 49274 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24112 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343436 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16552 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16891 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923656.000000 Penalty: 157755.078125
Iteration 457Q: 47 clusters Score -1.109237e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 47573 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 44009 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 96296 members 
Mstep: Class 13 contains 49278 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24115 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32760 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108682 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343436 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31566 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16552 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16898 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923696.000000 Penalty: 157755.078125
Iteration 458Q: 47 clusters Score -1.109237e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47570 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 44010 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 96294 members 
Mstep: Class 13 contains 49280 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24117 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4150 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343438 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16551 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16899 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923720.000000 Penalty: 157755.078125
Iteration 459Q: 47 clusters Score -1.109237e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47563 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 44011 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 96289 members 
Mstep: Class 13 contains 49281 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24117 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343450 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31564 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16551 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16901 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923760.000000 Penalty: 157755.078125
Iteration 460F: 47 clusters Score -1.109238e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47553 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24040 members 
Mstep: Class 9 contains 44012 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96289 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24117 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4143 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343459 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16551 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16902 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923736.000000 Penalty: 157755.078125
Iteration 461Q: 47 clusters Score -1.109237e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47548 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96285 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24118 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343466 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16551 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16903 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923776.000000 Penalty: 157755.078125
Iteration 462Q: 47 clusters Score -1.109238e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47541 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96282 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24119 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343473 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16552 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16904 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923752.000000 Penalty: 157755.078125
Iteration 463Q: 47 clusters Score -1.109238e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47537 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96274 members 
Mstep: Class 13 contains 49283 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25210 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24120 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343484 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16905 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923816.000000 Penalty: 157755.078125
Iteration 464Q: 47 clusters Score -1.109238e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 47530 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96269 members 
Mstep: Class 13 contains 49283 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24120 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5164 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343495 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16907 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923792.000000 Penalty: 157755.078125
Iteration 465Q: 47 clusters Score -1.109238e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 47523 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96268 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24122 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343497 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16910 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 466Q: 47 clusters Score -1.109238e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 47513 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96268 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24122 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343499 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16916 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 467Q: 47 clusters Score -1.109238e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 47504 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96266 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24124 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18693 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343502 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16921 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923768.000000 Penalty: 157755.078125
Iteration 468Q: 47 clusters Score -1.109238e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 47498 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96266 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24127 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18694 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343506 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16923 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923800.000000 Penalty: 157755.078125
Iteration 469Q: 47 clusters Score -1.109238e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 47494 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 44014 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18694 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343507 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16926 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923776.000000 Penalty: 157755.078125
Iteration 470Q: 47 clusters Score -1.109238e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 47493 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44014 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96266 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18693 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343501 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16931 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923840.000000 Penalty: 157755.078125
Iteration 471Q: 47 clusters Score -1.109238e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 47491 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44014 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24137 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4128 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343498 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16936 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923808.000000 Penalty: 157755.078125
Iteration 472Q: 47 clusters Score -1.109238e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 47484 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343505 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31561 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16939 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 473Q: 47 clusters Score -1.109238e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47481 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4126 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343506 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16941 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 474Q: 47 clusters Score -1.109238e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47480 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49283 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4124 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343506 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923824.000000 Penalty: 157755.078125
Iteration 475Q: 47 clusters Score -1.109238e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47476 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49283 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343508 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16948 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923880.000000 Penalty: 157755.078125
Iteration 476Q: 47 clusters Score -1.109239e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47472 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49284 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343510 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923824.000000 Penalty: 157755.078125
Iteration 477Q: 47 clusters Score -1.109238e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47469 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49286 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343511 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 478Q: 47 clusters Score -1.109238e+08 nChanged 4
Entering ConstructFrom: 
Score: -110923784.000000 Penalty: 157755.078125
Entering ConstructFrom: 
Trying to split cluster 1 (19448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Entering Unmasked Estep 
Score: -2246458.000000 Penalty: 2449.124023
	Iteration 0F: 2 clusters Score -2246458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2232771.000000 Penalty: 4898.248047
	Iteration 0F: 3 clusters Score -2232771 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2237288.000000 Penalty: 4898.248047
	Iteration 1F: 3 clusters Score -2237288 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2237620.000000 Penalty: 4898.248047
	Iteration 2Q: 3 clusters Score -2237620 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2237885.750000 Penalty: 4898.248047
	Iteration 3Q: 3 clusters Score -2237886 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2238100.500000 Penalty: 4898.248047
	Iteration 4Q: 3 clusters Score -2238100 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2238287.250000 Penalty: 4898.248047
	Iteration 5Q: 3 clusters Score -2238287 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2238460.500000 Penalty: 4898.248047
	Iteration 6Q: 3 clusters Score -2238460 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2238643.750000 Penalty: 4898.248047
	Iteration 7Q: 3 clusters Score -2238644 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2238876.000000 Penalty: 4898.248047
	Iteration 8Q: 3 clusters Score -2238876 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2239204.750000 Penalty: 4898.248047
	Iteration 9Q: 3 clusters Score -2239205 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2239666.500000 Penalty: 4898.248047
	Iteration 10Q: 3 clusters Score -2239666 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2240291.250000 Penalty: 4898.248047
	Iteration 11Q: 3 clusters Score -2240291 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2241062.250000 Penalty: 4898.248047
	Iteration 12F: 3 clusters Score -2241062 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2241945.500000 Penalty: 4898.248047
	Iteration 13F: 3 clusters Score -2241946 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2242716.500000 Penalty: 4898.248047
	Iteration 14Q: 3 clusters Score -2242716 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2243281.500000 Penalty: 4898.248047
	Iteration 15Q: 3 clusters Score -2243282 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2243675.500000 Penalty: 4898.248047
	Iteration 16Q: 3 clusters Score -2243676 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2243924.000000 Penalty: 4898.248047
	Iteration 17Q: 3 clusters Score -2243924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2244078.000000 Penalty: 4898.248047
	Iteration 18Q: 3 clusters Score -2244078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2244166.250000 Penalty: 4898.248047
	Iteration 19Q: 3 clusters Score -2244166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2244223.750000 Penalty: 4898.248047
	Iteration 20F: 3 clusters Score -2244224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2244249.000000 Penalty: 4898.248047
	Iteration 21Q: 3 clusters Score -2244249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2244255.250000 Penalty: 4898.248047
	Iteration 22Q: 3 clusters Score -2244255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2244267.000000 Penalty: 4898.248047
	Iteration 23Q: 3 clusters Score -2244267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2244274.750000 Penalty: 4898.248047
	Iteration 24Q: 3 clusters Score -2244275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2244278.500000 Penalty: 4898.248047
	Iteration 25Q: 3 clusters Score -2244278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2244284.750000 Penalty: 4898.248047
	Iteration 26Q: 3 clusters Score -2244285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2244288.000000 Penalty: 4898.248047
	Iteration 27Q: 3 clusters Score -2244288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2244293.750000 Penalty: 4898.248047
	Iteration 28Q: 3 clusters Score -2244294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2244297.000000 Penalty: 4898.248047
	Iteration 29Q: 3 clusters Score -2244297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2244301.250000 Penalty: 4898.248047
	Iteration 30Q: 3 clusters Score -2244301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2244305.750000 Penalty: 4898.248047
	Iteration 31Q: 3 clusters Score -2244306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2244309.750000 Penalty: 4898.248047
	Iteration 32Q: 3 clusters Score -2244310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2244309.250000 Penalty: 4898.248047
	Iteration 33Q: 3 clusters Score -2244309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2244309.250000 Penalty: 4898.248047
	Iteration 34F: 3 clusters Score -2244309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Entering Unmasked Estep 
Score: -5263944.500000 Penalty: 2670.416992
	Iteration 0F: 2 clusters Score -5263944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5231945.000000 Penalty: 5340.833984
	Iteration 0F: 3 clusters Score -5231945 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5244088.000000 Penalty: 5340.833984
	Iteration 1F: 3 clusters Score -5244088 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5244630.500000 Penalty: 5340.833984
	Iteration 2Q: 3 clusters Score -5244630 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -5245256.000000 Penalty: 5340.833984
	Iteration 3Q: 3 clusters Score -5245256 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5246047.000000 Penalty: 5340.833984
	Iteration 4Q: 3 clusters Score -5246047 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5247236.500000 Penalty: 5340.833984
	Iteration 5Q: 3 clusters Score -5247236 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5249111.000000 Penalty: 5340.833984
	Iteration 6F: 3 clusters Score -5249111 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -5252012.500000 Penalty: 5340.833984
	Iteration 7F: 3 clusters Score -5252012 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5255566.000000 Penalty: 5340.833984
	Iteration 8F: 3 clusters Score -5255566 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5258607.000000 Penalty: 5340.833984
	Iteration 9F: 3 clusters Score -5258607 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5260411.000000 Penalty: 5340.833984
	Iteration 10Q: 3 clusters Score -5260411 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5261086.000000 Penalty: 5340.833984
	Iteration 11Q: 3 clusters Score -5261086 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5261325.500000 Penalty: 5340.833984
	Iteration 12Q: 3 clusters Score -5261326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5261408.000000 Penalty: 5340.833984
	Iteration 13Q: 3 clusters Score -5261408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5261460.000000 Penalty: 5340.833984
	Iteration 14Q: 3 clusters Score -5261460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5261508.500000 Penalty: 5340.833984
	Iteration 15Q: 3 clusters Score -5261508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5261554.500000 Penalty: 5340.833984
	Iteration 16Q: 3 clusters Score -5261554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5261560.000000 Penalty: 5340.833984
	Iteration 17Q: 3 clusters Score -5261560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5261574.500000 Penalty: 5340.833984
	Iteration 18Q: 3 clusters Score -5261574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5261584.000000 Penalty: 5340.833984
	Iteration 19Q: 3 clusters Score -5261584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5261587.500000 Penalty: 5340.833984
	Iteration 20F: 3 clusters Score -5261588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5261589.500000 Penalty: 5340.833984
	Iteration 21Q: 3 clusters Score -5261590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5261589.500000 Penalty: 5340.833984
	Iteration 22F: 3 clusters Score -5261590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -37984.203125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -37984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36612.429688 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36612.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36865.941406 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -36865.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36928.757812 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -36928.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36951.953125 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -36951.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36958.761719 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -36958.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36960.628906 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -36960.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36965.890625 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -36965.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36965.890625 Penalty: 3022.410645
	Iteration 7F: 3 clusters Score -36965.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -229916.515625 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -229916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -227235.218750 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -227235.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227714.765625 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -227714.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227822.484375 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -227822.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227880.046875 Penalty: 3798.949219
	Iteration 3Q: 3 clusters Score -227880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -227917.062500 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -227917.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -227940.531250 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -227940.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -227953.109375 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -227953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -227962.906250 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -227962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227974.343750 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -227974.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -227982.171875 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -227982.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227987.078125 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -227987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -227989.312500 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -227989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227989.250000 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -227989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227989.250000 Penalty: 3798.949219
	Iteration 13F: 3 clusters Score -227989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -750261.687500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -750261.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -744637.312500 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -744637.3 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -746064.562500 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -746064.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -746324.062500 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -746324.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -746480.062500 Penalty: 4371.981445
	Iteration 3Q: 3 clusters Score -746480.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -746583.000000 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -746583 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -746664.312500 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -746664.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -746708.937500 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -746708.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -746746.687500 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -746746.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -746775.187500 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -746775.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -746792.250000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -746792.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -746814.375000 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -746814.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -746834.875000 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -746834.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -746853.062500 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -746853.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -746864.812500 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -746864.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -746874.562500 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -746874.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -746880.875000 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -746880.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -746888.875000 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -746888.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -746892.375000 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -746892.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -746898.625000 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -746898.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -746910.687500 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -746910.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -746926.687500 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -746926.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -746932.500000 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -746932.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -746937.500000 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -746937.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -746945.437500 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -746945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -746950.562500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -746950.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -746955.375000 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -746955.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -746961.312500 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -746961.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -746970.562500 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -746970.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -746977.500000 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -746977.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -746982.812500 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -746982.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -746987.000000 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -746987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -746991.062500 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -746991.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -746998.875000 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -746998.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -747002.437500 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -747002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -747006.687500 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -747006.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -747009.125000 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -747009.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -747012.250000 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -747012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -747016.500000 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -747016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -747019.250000 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -747019.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -747023.312500 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -747023.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -747025.000000 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -747025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -747033.500000 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -747033.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -747034.625000 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -747034.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -747040.000000 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -747040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -747046.187500 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -747046.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -747056.437500 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -747056.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -747064.250000 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -747064.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -747074.750000 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -747074.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -747089.062500 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -747089.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -747104.250000 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -747104.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -747121.812500 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -747121.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -747141.437500 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -747141.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -747166.187500 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -747166.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -747195.000000 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -747195 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -747232.812500 Penalty: 4371.981445
	Iteration 54Q: 3 clusters Score -747232.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -747283.687500 Penalty: 4371.981445
	Iteration 55Q: 3 clusters Score -747283.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -747337.562500 Penalty: 4371.981445
	Iteration 56Q: 3 clusters Score -747337.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -747396.125000 Penalty: 4371.981445
	Iteration 57Q: 3 clusters Score -747396.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -747479.500000 Penalty: 4371.981445
	Iteration 58Q: 3 clusters Score -747479.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -747586.125000 Penalty: 4371.981445
	Iteration 59Q: 3 clusters Score -747586.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -747701.312500 Penalty: 4371.981445
	Iteration 60F: 3 clusters Score -747701.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -747801.625000 Penalty: 4371.981445
	Iteration 61Q: 3 clusters Score -747801.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -747915.312500 Penalty: 4371.981445
	Iteration 62Q: 3 clusters Score -747915.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -748023.687500 Penalty: 4371.981445
	Iteration 63Q: 3 clusters Score -748023.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -748120.312500 Penalty: 4371.981445
	Iteration 64Q: 3 clusters Score -748120.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -748182.062500 Penalty: 4371.981445
	Iteration 65Q: 3 clusters Score -748182.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -748223.125000 Penalty: 4371.981445
	Iteration 66Q: 3 clusters Score -748223.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -748255.187500 Penalty: 4371.981445
	Iteration 67Q: 3 clusters Score -748255.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -748283.500000 Penalty: 4371.981445
	Iteration 68Q: 3 clusters Score -748283.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -748301.875000 Penalty: 4371.981445
	Iteration 69Q: 3 clusters Score -748301.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -748311.687500 Penalty: 4371.981445
	Iteration 70Q: 3 clusters Score -748311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -748320.312500 Penalty: 4371.981445
	Iteration 71Q: 3 clusters Score -748320.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -748324.562500 Penalty: 4371.981445
	Iteration 72Q: 3 clusters Score -748324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -748333.812500 Penalty: 4371.981445
	Iteration 73Q: 3 clusters Score -748333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -748348.687500 Penalty: 4371.981445
	Iteration 74Q: 3 clusters Score -748348.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -748357.125000 Penalty: 4371.981445
	Iteration 75Q: 3 clusters Score -748357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -748365.937500 Penalty: 4371.981445
	Iteration 76Q: 3 clusters Score -748365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -748372.125000 Penalty: 4371.981445
	Iteration 77Q: 3 clusters Score -748372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -748374.250000 Penalty: 4371.981445
	Iteration 78Q: 3 clusters Score -748374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -748375.500000 Penalty: 4371.981445
	Iteration 79Q: 3 clusters Score -748375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -748378.812500 Penalty: 4371.981445
	Iteration 80F: 3 clusters Score -748378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -412209.593750 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -412209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -408472.937500 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -408472.9 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -409338.875000 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -409338.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -409547.312500 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -409547.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -409696.968750 Penalty: 4084.475586
	Iteration 3Q: 3 clusters Score -409697 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -409853.093750 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -409853.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -410088.562500 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -410088.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -410406.218750 Penalty: 4084.475586
	Iteration 6F: 3 clusters Score -410406.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -410680.062500 Penalty: 4084.475586
	Iteration 7F: 3 clusters Score -410680.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -410890.062500 Penalty: 4084.475586
	Iteration 8F: 3 clusters Score -410890.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -411102.906250 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -411102.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -411259.343750 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -411259.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -411366.937500 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -411366.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -411432.937500 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -411432.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -411483.531250 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -411483.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -411523.968750 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -411524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -411559.656250 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -411559.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -411590.156250 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -411590.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -411614.156250 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -411614.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -411638.718750 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -411638.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -411657.000000 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -411657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -411667.593750 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -411667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -411674.875000 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -411674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -411681.781250 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -411681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -411687.906250 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -411687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -411696.500000 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -411696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -411700.468750 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -411700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411704.593750 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -411704.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -411712.875000 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -411712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -411718.500000 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -411718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -411721.656250 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -411721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -411724.593750 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -411724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -411726.500000 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -411726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -411728.250000 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -411728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411731.437500 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -411731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411737.750000 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -411737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -411739.937500 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -411739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -411742.187500 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -411742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411744.250000 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -411744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411746.125000 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -411746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -411746.843750 Penalty: 4084.475586
	Iteration 39Q: 3 clusters Score -411746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411748.093750 Penalty: 4084.475586
	Iteration 40F: 3 clusters Score -411748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -411750.687500 Penalty: 4084.475586
	Iteration 41Q: 3 clusters Score -411750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -411752.187500 Penalty: 4084.475586
	Iteration 42Q: 3 clusters Score -411752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -411754.312500 Penalty: 4084.475586
	Iteration 43Q: 3 clusters Score -411754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -411754.312500 Penalty: 4084.475586
	Iteration 44F: 3 clusters Score -411754.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -430149.156250 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -430149.2 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 1934 members 
Entering Unmasked Estep 
Score: -426328.187500 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -426328.2 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -427166.125000 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -427166.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -427337.906250 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -427337.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -427451.500000 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -427451.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -427533.187500 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -427533.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -427585.031250 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -427585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -427620.812500 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -427620.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -427641.343750 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -427641.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -427659.625000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -427659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -427674.343750 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -427674.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -427692.500000 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -427692.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -427709.906250 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -427709.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -427723.875000 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -427723.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -427738.000000 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -427738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -427751.406250 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -427751.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -427763.656250 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -427763.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -427774.218750 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -427774.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -427781.312500 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -427781.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -427788.593750 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -427788.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -427796.187500 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -427796.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -427803.125000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -427803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -427806.281250 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -427806.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -427809.187500 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -427809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -427812.531250 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -427812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -427815.250000 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -427815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -427817.406250 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -427817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -427819.312500 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -427819.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -427824.531250 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -427824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -427830.250000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -427830.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -427837.468750 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -427837.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -427843.093750 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -427843.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -427846.437500 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -427846.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -427852.843750 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -427852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -427855.093750 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -427855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -427858.062500 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -427858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -427861.968750 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -427862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -427865.187500 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -427865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -427867.718750 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -427867.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -427871.250000 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -427871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -427875.906250 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -427875.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -427883.750000 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -427883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -427887.843750 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -427887.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -427891.718750 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -427891.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -427896.656250 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -427896.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -427902.625000 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -427902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -427908.062500 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -427908.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -427916.500000 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -427916.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -427923.968750 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -427924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -427931.406250 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -427931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -427939.968750 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -427940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -427947.437500 Penalty: 4094.117188
	Iteration 50Q: 3 clusters Score -427947.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -427955.906250 Penalty: 4094.117188
	Iteration 51Q: 3 clusters Score -427955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -427965.187500 Penalty: 4094.117188
	Iteration 52Q: 3 clusters Score -427965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -427974.656250 Penalty: 4094.117188
	Iteration 53Q: 3 clusters Score -427974.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -427982.531250 Penalty: 4094.117188
	Iteration 54Q: 3 clusters Score -427982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -427989.125000 Penalty: 4094.117188
	Iteration 55Q: 3 clusters Score -427989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -427994.500000 Penalty: 4094.117188
	Iteration 56Q: 3 clusters Score -427994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -428002.312500 Penalty: 4094.117188
	Iteration 57Q: 3 clusters Score -428002.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -428009.031250 Penalty: 4094.117188
	Iteration 58Q: 3 clusters Score -428009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -428013.125000 Penalty: 4094.117188
	Iteration 59Q: 3 clusters Score -428013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -428017.750000 Penalty: 4094.117188
	Iteration 60F: 3 clusters Score -428017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -428021.375000 Penalty: 4094.117188
	Iteration 61Q: 3 clusters Score -428021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -428031.031250 Penalty: 4094.117188
	Iteration 62Q: 3 clusters Score -428031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -428045.531250 Penalty: 4094.117188
	Iteration 63Q: 3 clusters Score -428045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -428059.687500 Penalty: 4094.117188
	Iteration 64Q: 3 clusters Score -428059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -428068.406250 Penalty: 4094.117188
	Iteration 65Q: 3 clusters Score -428068.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -428076.531250 Penalty: 4094.117188
	Iteration 66Q: 3 clusters Score -428076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -428085.031250 Penalty: 4094.117188
	Iteration 67Q: 3 clusters Score -428085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -428093.218750 Penalty: 4094.117188
	Iteration 68Q: 3 clusters Score -428093.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -428103.156250 Penalty: 4094.117188
	Iteration 69Q: 3 clusters Score -428103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -428114.937500 Penalty: 4094.117188
	Iteration 70Q: 3 clusters Score -428114.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -428128.156250 Penalty: 4094.117188
	Iteration 71Q: 3 clusters Score -428128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -428136.343750 Penalty: 4094.117188
	Iteration 72Q: 3 clusters Score -428136.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -428155.187500 Penalty: 4094.117188
	Iteration 73Q: 3 clusters Score -428155.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -428182.812500 Penalty: 4094.117188
	Iteration 74Q: 3 clusters Score -428182.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -428202.187500 Penalty: 4094.117188
	Iteration 75Q: 3 clusters Score -428202.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -428222.812500 Penalty: 4094.117188
	Iteration 76Q: 3 clusters Score -428222.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -428244.437500 Penalty: 4094.117188
	Iteration 77Q: 3 clusters Score -428244.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -428271.531250 Penalty: 4094.117188
	Iteration 78Q: 3 clusters Score -428271.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -428289.437500 Penalty: 4094.117188
	Iteration 79Q: 3 clusters Score -428289.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -428303.187500 Penalty: 4094.117188
	Iteration 80F: 3 clusters Score -428303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -428319.281250 Penalty: 4094.117188
	Iteration 81Q: 3 clusters Score -428319.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -428338.375000 Penalty: 4094.117188
	Iteration 82Q: 3 clusters Score -428338.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -428360.562500 Penalty: 4094.117188
	Iteration 83Q: 3 clusters Score -428360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -428374.968750 Penalty: 4094.117188
	Iteration 84Q: 3 clusters Score -428375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -428392.093750 Penalty: 4094.117188
	Iteration 85Q: 3 clusters Score -428392.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -428405.750000 Penalty: 4094.117188
	Iteration 86Q: 3 clusters Score -428405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -428426.562500 Penalty: 4094.117188
	Iteration 87Q: 3 clusters Score -428426.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -428447.500000 Penalty: 4094.117188
	Iteration 88Q: 3 clusters Score -428447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -428465.562500 Penalty: 4094.117188
	Iteration 89Q: 3 clusters Score -428465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -428480.687500 Penalty: 4094.117188
	Iteration 90Q: 3 clusters Score -428480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -428493.656250 Penalty: 4094.117188
	Iteration 91Q: 3 clusters Score -428493.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -428514.843750 Penalty: 4094.117188
	Iteration 92Q: 3 clusters Score -428514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -428531.000000 Penalty: 4094.117188
	Iteration 93Q: 3 clusters Score -428531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -428542.281250 Penalty: 4094.117188
	Iteration 94Q: 3 clusters Score -428542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -428547.218750 Penalty: 4094.117188
	Iteration 95Q: 3 clusters Score -428547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -428550.156250 Penalty: 4094.117188
	Iteration 96Q: 3 clusters Score -428550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -428551.218750 Penalty: 4094.117188
	Iteration 97Q: 3 clusters Score -428551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -428552.343750 Penalty: 4094.117188
	Iteration 98Q: 3 clusters Score -428552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -428553.406250 Penalty: 4094.117188
	Iteration 99Q: 3 clusters Score -428553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -428554.281250 Penalty: 4094.117188
	Iteration 100F: 3 clusters Score -428554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Entering Unmasked Estep 
Score: -2772203.000000 Penalty: 2501.714355
	Iteration 0F: 2 clusters Score -2772203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2755551.500000 Penalty: 5003.428711
	Iteration 0F: 3 clusters Score -2755552 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2761290.750000 Penalty: 5003.428711
	Iteration 1F: 3 clusters Score -2761291 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2761629.750000 Penalty: 5003.428711
	Iteration 2Q: 3 clusters Score -2761630 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2761897.250000 Penalty: 5003.428711
	Iteration 3Q: 3 clusters Score -2761897 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2762110.250000 Penalty: 5003.428711
	Iteration 4Q: 3 clusters Score -2762110 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2762322.500000 Penalty: 5003.428711
	Iteration 5Q: 3 clusters Score -2762322 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2762546.000000 Penalty: 5003.428711
	Iteration 6Q: 3 clusters Score -2762546 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2762792.250000 Penalty: 5003.428711
	Iteration 7Q: 3 clusters Score -2762792 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2763099.500000 Penalty: 5003.428711
	Iteration 8Q: 3 clusters Score -2763100 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2763465.500000 Penalty: 5003.428711
	Iteration 9Q: 3 clusters Score -2763466 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2763958.500000 Penalty: 5003.428711
	Iteration 10Q: 3 clusters Score -2763958 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2764652.250000 Penalty: 5003.428711
	Iteration 11Q: 3 clusters Score -2764652 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2765534.750000 Penalty: 5003.428711
	Iteration 12F: 3 clusters Score -2765535 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2766405.000000 Penalty: 5003.428711
	Iteration 13F: 3 clusters Score -2766405 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2767134.500000 Penalty: 5003.428711
	Iteration 14Q: 3 clusters Score -2767134 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2767608 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2767926 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2768150 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2768370 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2768546.750000 Penalty: 5003.428711
	Iteration 19Q: 3 clusters Score -2768547 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2768701.500000 Penalty: 5003.428711
	Iteration 20F: 3 clusters Score -2768702 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2768843.500000 Penalty: 5003.428711
	Iteration 21Q: 3 clusters Score -2768844 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2768966.250000 Penalty: 5003.428711
	Iteration 22Q: 3 clusters Score -2768966 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2769078.250000 Penalty: 5003.428711
	Iteration 23Q: 3 clusters Score -2769078 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2769194.750000 Penalty: 5003.428711
	Iteration 24Q: 3 clusters Score -2769195 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2769290.000000 Penalty: 5003.428711
	Iteration 25Q: 3 clusters Score -2769290 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2769362 nChanged 190
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Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2769424.000000 Penalty: 5003.428711
	Iteration 27Q: 3 clusters Score -2769424 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2769454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2769503.250000 Penalty: 5003.428711
	Iteration 29Q: 3 clusters Score -2769503 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2769532 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2769564 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2769589 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2769624 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2769644 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2769669 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2769686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2769701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2769724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2769731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2769753.250000 Penalty: 5003.428711
	Iteration 40F: 3 clusters Score -2769753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2769760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2769770 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2769771 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2769784 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2769792 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2769798 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2769804.500000 Penalty: 5003.428711
	Iteration 47Q: 3 clusters Score -2769804 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2769814.000000 Penalty: 5003.428711
	Iteration 48Q: 3 clusters Score -2769814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2769828 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2769832.750000 Penalty: 5003.428711
	Iteration 50Q: 3 clusters Score -2769833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2769842.750000 Penalty: 5003.428711
	Iteration 51Q: 3 clusters Score -2769843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2769855.500000 Penalty: 5003.428711
	Iteration 52Q: 3 clusters Score -2769856 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2769865.000000 Penalty: 5003.428711
	Iteration 53Q: 3 clusters Score -2769865 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2769873 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2769883.000000 Penalty: 5003.428711
	Iteration 55Q: 3 clusters Score -2769883 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2769891.000000 Penalty: 5003.428711
	Iteration 56Q: 3 clusters Score -2769891 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2769899.750000 Penalty: 5003.428711
	Iteration 57Q: 3 clusters Score -2769900 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2769918.750000 Penalty: 5003.428711
	Iteration 58Q: 3 clusters Score -2769919 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2769925.250000 Penalty: 5003.428711
	Iteration 59Q: 3 clusters Score -2769925 nChanged 23
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Mstep: Class 1 contains 22191 members 
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Entering Unmasked Estep 
Score: -2769936.250000 Penalty: 5003.428711
	Iteration 60F: 3 clusters Score -2769936 nChanged 20
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Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2769934.250000 Penalty: 5003.428711
	Iteration 61Q: 3 clusters Score -2769934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2769931.500000 Penalty: 5003.428711
	Iteration 62Q: 3 clusters Score -2769932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2769936 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2769944.000000 Penalty: 5003.428711
	Iteration 64Q: 3 clusters Score -2769944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2769948.000000 Penalty: 5003.428711
	Iteration 65Q: 3 clusters Score -2769948 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2769951.500000 Penalty: 5003.428711
	Iteration 66Q: 3 clusters Score -2769952 nChanged 18
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Mstep: Class 1 contains 22311 members 
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Entering Unmasked Estep 
Score: -2769957.750000 Penalty: 5003.428711
	Iteration 67Q: 3 clusters Score -2769958 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2769958 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2769961.000000 Penalty: 5003.428711
	Iteration 69Q: 3 clusters Score -2769961 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2769959.750000 Penalty: 5003.428711
	Iteration 70Q: 3 clusters Score -2769960 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2769961.500000 Penalty: 5003.428711
	Iteration 71Q: 3 clusters Score -2769962 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2769963.250000 Penalty: 5003.428711
	Iteration 72Q: 3 clusters Score -2769963 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2769965.250000 Penalty: 5003.428711
	Iteration 73Q: 3 clusters Score -2769965 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2769970.000000 Penalty: 5003.428711
	Iteration 74Q: 3 clusters Score -2769970 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22373 members 
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Entering Unmasked Estep 
Score: -2769971.500000 Penalty: 5003.428711
	Iteration 75Q: 3 clusters Score -2769972 nChanged 10
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	Iteration 76Q: 3 clusters Score -2769970 nChanged 5
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Mstep: Class 1 contains 22388 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2769971 nChanged 6
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Mstep: Class 1 contains 22394 members 
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Entering Unmasked Estep 
Score: -2769977.000000 Penalty: 5003.428711
	Iteration 78Q: 3 clusters Score -2769977 nChanged 5
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Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2769982.000000 Penalty: 5003.428711
	Iteration 79Q: 3 clusters Score -2769982 nChanged 9
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Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2769982 nChanged 8
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Mstep: Class 1 contains 22416 members 
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Entering Unmasked Estep 
Score: -2769985.500000 Penalty: 5003.428711
	Iteration 81Q: 3 clusters Score -2769986 nChanged 4
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Mstep: Class 1 contains 22420 members 
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Entering Unmasked Estep 
Score: -2769981.500000 Penalty: 5003.428711
	Iteration 82Q: 3 clusters Score -2769982 nChanged 2
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Mstep: Class 1 contains 22422 members 
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	Iteration 83Q: 3 clusters Score -2769983 nChanged 2
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Mstep: Class 1 contains 22424 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2769986 nChanged 2
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2769984 nChanged 4
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Mstep: Class 1 contains 22430 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2769984 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22434 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2769984 nChanged 5
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Mstep: Class 1 contains 22439 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2769984 nChanged 3
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Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2769986.250000 Penalty: 5003.428711
	Iteration 89Q: 3 clusters Score -2769986 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22444 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2769987 nChanged 2
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Mstep: Class 1 contains 22446 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2769984 nChanged 3
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Mstep: Class 1 contains 22449 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2769983 nChanged 3
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Mstep: Class 1 contains 22452 members 
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Entering Unmasked Estep 
Score: -2769986.250000 Penalty: 5003.428711
	Iteration 93Q: 3 clusters Score -2769986 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2769989.250000 Penalty: 5003.428711
	Iteration 94Q: 3 clusters Score -2769989 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2769986.750000 Penalty: 5003.428711
	Iteration 95Q: 3 clusters Score -2769987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2769989.000000 Penalty: 5003.428711
	Iteration 96Q: 3 clusters Score -2769989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2769988.250000 Penalty: 5003.428711
	Iteration 97Q: 3 clusters Score -2769988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2769987.500000 Penalty: 5003.428711
	Iteration 98Q: 3 clusters Score -2769988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2769987.500000 Penalty: 5003.428711
	Iteration 99Q: 3 clusters Score -2769988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2769993.250000 Penalty: 5003.428711
	Iteration 100F: 3 clusters Score -2769993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2769991.500000 Penalty: 5003.428711
	Iteration 101Q: 3 clusters Score -2769992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2769996.750000 Penalty: 5003.428711
	Iteration 102Q: 3 clusters Score -2769997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2769994.500000 Penalty: 5003.428711
	Iteration 103Q: 3 clusters Score -2769994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2769996.250000 Penalty: 5003.428711
	Iteration 104Q: 3 clusters Score -2769996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2769992.750000 Penalty: 5003.428711
	Iteration 105Q: 3 clusters Score -2769993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2770002.750000 Penalty: 5003.428711
	Iteration 106Q: 3 clusters Score -2770003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2769998.750000 Penalty: 5003.428711
	Iteration 107Q: 3 clusters Score -2769999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2770010.000000 Penalty: 5003.428711
	Iteration 108Q: 3 clusters Score -2770010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2770008.250000 Penalty: 5003.428711
	Iteration 109Q: 3 clusters Score -2770008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2770007.250000 Penalty: 5003.428711
	Iteration 110Q: 3 clusters Score -2770007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2770009.000000 Penalty: 5003.428711
	Iteration 111Q: 3 clusters Score -2770009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2770002.500000 Penalty: 5003.428711
	Iteration 112Q: 3 clusters Score -2770002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2770001.500000 Penalty: 5003.428711
	Iteration 113Q: 3 clusters Score -2770002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2770006.500000 Penalty: 5003.428711
	Iteration 114Q: 3 clusters Score -2770006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2770005.500000 Penalty: 5003.428711
	Iteration 115Q: 3 clusters Score -2770006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2770005.750000 Penalty: 5003.428711
	Iteration 116Q: 3 clusters Score -2770006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2770004.750000 Penalty: 5003.428711
	Iteration 117Q: 3 clusters Score -2770005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2770003.250000 Penalty: 5003.428711
	Iteration 118Q: 3 clusters Score -2770003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2770007.000000 Penalty: 5003.428711
	Iteration 119Q: 3 clusters Score -2770007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2770009.000000 Penalty: 5003.428711
	Iteration 120F: 3 clusters Score -2770009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2770008.500000 Penalty: 5003.428711
	Iteration 121Q: 3 clusters Score -2770008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2770010.250000 Penalty: 5003.428711
	Iteration 122Q: 3 clusters Score -2770010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2770010.500000 Penalty: 5003.428711
	Iteration 123Q: 3 clusters Score -2770010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2770014.250000 Penalty: 5003.428711
	Iteration 124Q: 3 clusters Score -2770014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2770016.250000 Penalty: 5003.428711
	Iteration 125Q: 3 clusters Score -2770016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2770016.250000 Penalty: 5003.428711
	Iteration 126Q: 3 clusters Score -2770016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2770019.750000 Penalty: 5003.428711
	Iteration 127Q: 3 clusters Score -2770020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2770023.750000 Penalty: 5003.428711
	Iteration 128Q: 3 clusters Score -2770024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2770028.000000 Penalty: 5003.428711
	Iteration 129Q: 3 clusters Score -2770028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2770027.000000 Penalty: 5003.428711
	Iteration 130Q: 3 clusters Score -2770027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2770027.000000 Penalty: 5003.428711
	Iteration 131F: 3 clusters Score -2770027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Entering Unmasked Estep 
Score: -4995143.000000 Penalty: 2651.692383
	Iteration 0F: 2 clusters Score -4995143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4965441.000000 Penalty: 5303.384766
	Iteration 0F: 3 clusters Score -4965441 nChanged 20222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4976572.500000 Penalty: 5303.384766
	Iteration 1F: 3 clusters Score -4976572 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -4977062.000000 Penalty: 5303.384766
	Iteration 2Q: 3 clusters Score -4977062 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4977489.000000 Penalty: 5303.384766
	Iteration 3Q: 3 clusters Score -4977489 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4977976.000000 Penalty: 5303.384766
	Iteration 4Q: 3 clusters Score -4977976 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4978627.500000 Penalty: 5303.384766
	Iteration 5Q: 3 clusters Score -4978628 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4979596.000000 Penalty: 5303.384766
	Iteration 6Q: 3 clusters Score -4979596 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4981078.500000 Penalty: 5303.384766
	Iteration 7F: 3 clusters Score -4981078 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4983343.500000 Penalty: 5303.384766
	Iteration 8F: 3 clusters Score -4983344 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4986369.000000 Penalty: 5303.384766
	Iteration 9F: 3 clusters Score -4986369 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4989482.500000 Penalty: 5303.384766
	Iteration 10F: 3 clusters Score -4989482 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4991991.500000 Penalty: 5303.384766
	Iteration 11F: 3 clusters Score -4991992 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4993143.000000 Penalty: 5303.384766
	Iteration 12Q: 3 clusters Score -4993143 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4993702.500000 Penalty: 5303.384766
	Iteration 13Q: 3 clusters Score -4993702 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4993963.500000 Penalty: 5303.384766
	Iteration 14Q: 3 clusters Score -4993964 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4994078.500000 Penalty: 5303.384766
	Iteration 15Q: 3 clusters Score -4994078 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4994132.500000 Penalty: 5303.384766
	Iteration 16Q: 3 clusters Score -4994132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4994186.000000 Penalty: 5303.384766
	Iteration 17Q: 3 clusters Score -4994186 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4994207.500000 Penalty: 5303.384766
	Iteration 18Q: 3 clusters Score -4994208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4994228.000000 Penalty: 5303.384766
	Iteration 19Q: 3 clusters Score -4994228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4994248.000000 Penalty: 5303.384766
	Iteration 20F: 3 clusters Score -4994248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4994253.000000 Penalty: 5303.384766
	Iteration 21Q: 3 clusters Score -4994253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4994252.000000 Penalty: 5303.384766
	Iteration 22Q: 3 clusters Score -4994252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4994267.000000 Penalty: 5303.384766
	Iteration 23Q: 3 clusters Score -4994267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4994285.000000 Penalty: 5303.384766
	Iteration 24Q: 3 clusters Score -4994285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4994294.000000 Penalty: 5303.384766
	Iteration 25Q: 3 clusters Score -4994294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4994282.500000 Penalty: 5303.384766
	Iteration 26Q: 3 clusters Score -4994282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4994285.000000 Penalty: 5303.384766
	Iteration 27Q: 3 clusters Score -4994285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4994279.000000 Penalty: 5303.384766
	Iteration 28Q: 3 clusters Score -4994279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4994279.000000 Penalty: 5303.384766
	Iteration 29Q: 3 clusters Score -4994279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4994279.000000 Penalty: 5303.384766
	Iteration 30Q: 3 clusters Score -4994279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4994276.000000 Penalty: 5303.384766
	Iteration 31Q: 3 clusters Score -4994276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4994282.000000 Penalty: 5303.384766
	Iteration 32Q: 3 clusters Score -4994282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4994295.500000 Penalty: 5303.384766
	Iteration 33Q: 3 clusters Score -4994296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4994287.500000 Penalty: 5303.384766
	Iteration 34Q: 3 clusters Score -4994288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4994292.000000 Penalty: 5303.384766
	Iteration 35Q: 3 clusters Score -4994292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4994294.000000 Penalty: 5303.384766
	Iteration 36Q: 3 clusters Score -4994294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4994296.500000 Penalty: 5303.384766
	Iteration 37Q: 3 clusters Score -4994296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4994301.000000 Penalty: 5303.384766
	Iteration 38Q: 3 clusters Score -4994301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4994294.500000 Penalty: 5303.384766
	Iteration 39Q: 3 clusters Score -4994294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4994299.000000 Penalty: 5303.384766
	Iteration 40F: 3 clusters Score -4994299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4994299.500000 Penalty: 5303.384766
	Iteration 41Q: 3 clusters Score -4994300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4994300.000000 Penalty: 5303.384766
	Iteration 42Q: 3 clusters Score -4994300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -4994295.000000 Penalty: 5303.384766
	Iteration 43Q: 3 clusters Score -4994295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4994292.500000 Penalty: 5303.384766
	Iteration 44Q: 3 clusters Score -4994292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4994290.500000 Penalty: 5303.384766
	Iteration 45Q: 3 clusters Score -4994290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4994286.500000 Penalty: 5303.384766
	Iteration 46Q: 3 clusters Score -4994286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4994288.000000 Penalty: 5303.384766
	Iteration 47Q: 3 clusters Score -4994288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4994287.000000 Penalty: 5303.384766
	Iteration 48Q: 3 clusters Score -4994287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4994292.500000 Penalty: 5303.384766
	Iteration 49Q: 3 clusters Score -4994292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4994292.500000 Penalty: 5303.384766
	Iteration 50F: 3 clusters Score -4994292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54133.613281 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54133.61 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54426.355469 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54426.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54539.367188 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54539.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54624.726562 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -54624.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54671.914062 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -54671.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54714.507812 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54714.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -54855.746094 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -54855.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54922.625000 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -54922.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54959.578125 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -54959.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54994.214844 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -54994.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -55034.878906 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -55034.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -55091.515625 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -55091.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55157.714844 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -55157.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55194.027344 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -55194.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55226.394531 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -55226.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -55252.941406 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -55252.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55288.050781 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -55288.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55318.261719 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -55318.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -55335.691406 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -55335.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -55366.445312 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -55366.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55371.808594 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -55371.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55381.347656 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -55381.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55383.148438 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -55383.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -55386.292969 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -55386.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55390.066406 Penalty: 3180.261963
	Iteration 24Q: 3 clusters Score -55390.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55396.128906 Penalty: 3180.261963
	Iteration 25Q: 3 clusters Score -55396.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -55410.109375 Penalty: 3180.261963
	Iteration 26Q: 3 clusters Score -55410.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55412.199219 Penalty: 3180.261963
	Iteration 27Q: 3 clusters Score -55412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55412.199219 Penalty: 3180.261963
	Iteration 28F: 3 clusters Score -55412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -163689.640625 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -163689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161300.625000 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -161300.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161708.875000 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -161708.9 nChanged 131
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: -161834.890625 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -161834.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161904.171875 Penalty: 3668.886719
	Iteration 3Q: 3 clusters Score -161904.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -161943.921875 Penalty: 3668.886719
	Iteration 4Q: 3 clusters Score -161943.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -161976.843750 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -161976.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162001.359375 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -162001.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -162020.359375 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -162020.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -162039.234375 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -162039.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -162066.734375 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -162066.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -162088.171875 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -162088.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -162112.187500 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -162112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -162141.234375 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -162141.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162185.593750 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -162185.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -162225.468750 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -162225.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -162255.343750 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -162255.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -162292.906250 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -162292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162331.484375 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -162331.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162372.500000 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -162372.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162415.640625 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -162415.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -162452.703125 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -162452.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -162486.406250 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -162486.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -162513.796875 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -162513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -162537.734375 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -162537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -162553.671875 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -162553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -162568.000000 Penalty: 3668.886719
	Iteration 25Q: 3 clusters Score -162568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -162580.406250 Penalty: 3668.886719
	Iteration 26Q: 3 clusters Score -162580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -162588.296875 Penalty: 3668.886719
	Iteration 27Q: 3 clusters Score -162588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -162603.453125 Penalty: 3668.886719
	Iteration 28Q: 3 clusters Score -162603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162618.015625 Penalty: 3668.886719
	Iteration 29Q: 3 clusters Score -162618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -162627.062500 Penalty: 3668.886719
	Iteration 30Q: 3 clusters Score -162627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162631.953125 Penalty: 3668.886719
	Iteration 31Q: 3 clusters Score -162632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -162638.265625 Penalty: 3668.886719
	Iteration 32Q: 3 clusters Score -162638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -162643.453125 Penalty: 3668.886719
	Iteration 33Q: 3 clusters Score -162643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -162650.140625 Penalty: 3668.886719
	Iteration 34Q: 3 clusters Score -162650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -162651.890625 Penalty: 3668.886719
	Iteration 35Q: 3 clusters Score -162651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -162654.406250 Penalty: 3668.886719
	Iteration 36Q: 3 clusters Score -162654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -162657.531250 Penalty: 3668.886719
	Iteration 37Q: 3 clusters Score -162657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -162660.703125 Penalty: 3668.886719
	Iteration 38Q: 3 clusters Score -162660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -162665.296875 Penalty: 3668.886719
	Iteration 39Q: 3 clusters Score -162665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -162677.109375 Penalty: 3668.886719
	Iteration 40F: 3 clusters Score -162677.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -162695.765625 Penalty: 3668.886719
	Iteration 41Q: 3 clusters Score -162695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -162712.515625 Penalty: 3668.886719
	Iteration 42Q: 3 clusters Score -162712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -162729.203125 Penalty: 3668.886719
	Iteration 43Q: 3 clusters Score -162729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -162739.406250 Penalty: 3668.886719
	Iteration 44Q: 3 clusters Score -162739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162757.859375 Penalty: 3668.886719
	Iteration 45Q: 3 clusters Score -162757.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162774.234375 Penalty: 3668.886719
	Iteration 46Q: 3 clusters Score -162774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -162786.500000 Penalty: 3668.886719
	Iteration 47Q: 3 clusters Score -162786.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -162803.468750 Penalty: 3668.886719
	Iteration 48Q: 3 clusters Score -162803.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162822.546875 Penalty: 3668.886719
	Iteration 49Q: 3 clusters Score -162822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -162851.781250 Penalty: 3668.886719
	Iteration 50Q: 3 clusters Score -162851.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -162877.890625 Penalty: 3668.886719
	Iteration 51Q: 3 clusters Score -162877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162885.687500 Penalty: 3668.886719
	Iteration 52Q: 3 clusters Score -162885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162892.593750 Penalty: 3668.886719
	Iteration 53Q: 3 clusters Score -162892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162896.765625 Penalty: 3668.886719
	Iteration 54Q: 3 clusters Score -162896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162898.296875 Penalty: 3668.886719
	Iteration 55Q: 3 clusters Score -162898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162901.140625 Penalty: 3668.886719
	Iteration 56Q: 3 clusters Score -162901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -162902.234375 Penalty: 3668.886719
	Iteration 57Q: 3 clusters Score -162902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -162902.234375 Penalty: 3668.886719
	Iteration 58F: 3 clusters Score -162902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Entering Unmasked Estep 
Score: -10913804.000000 Penalty: 2845.765381
	Iteration 0F: 2 clusters Score -1.09138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -10849371.000000 Penalty: 5691.530762
	Iteration 0F: 3 clusters Score -1.084937e+07 nChanged 45394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -10875535.000000 Penalty: 5691.530762
	Iteration 1F: 3 clusters Score -1.087554e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -10876460.000000 Penalty: 5691.530762
	Iteration 2Q: 3 clusters Score -1.087646e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -10877664.000000 Penalty: 5691.530762
	Iteration 3Q: 3 clusters Score -1.087766e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -10878961.000000 Penalty: 5691.530762
	Iteration 4Q: 3 clusters Score -1.087896e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -10880819.000000 Penalty: 5691.530762
	Iteration 5Q: 3 clusters Score -1.088082e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -10883085.000000 Penalty: 5691.530762
	Iteration 6Q: 3 clusters Score -1.088308e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -10885849.000000 Penalty: 5691.530762
	Iteration 7F: 3 clusters Score -1.088585e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -10889271.000000 Penalty: 5691.530762
	Iteration 8F: 3 clusters Score -1.088927e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -10892841.000000 Penalty: 5691.530762
	Iteration 9F: 3 clusters Score -1.089284e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -10896540.000000 Penalty: 5691.530762
	Iteration 10Q: 3 clusters Score -1.089654e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -10899468.000000 Penalty: 5691.530762
	Iteration 11Q: 3 clusters Score -1.089947e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -10901358.000000 Penalty: 5691.530762
	Iteration 12Q: 3 clusters Score -1.090136e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -10902678.000000 Penalty: 5691.530762
	Iteration 13Q: 3 clusters Score -1.090268e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -10903660.000000 Penalty: 5691.530762
	Iteration 14Q: 3 clusters Score -1.090366e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -10904635.000000 Penalty: 5691.530762
	Iteration 15Q: 3 clusters Score -1.090464e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -10905522.000000 Penalty: 5691.530762
	Iteration 16Q: 3 clusters Score -1.090552e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -10906484.000000 Penalty: 5691.530762
	Iteration 17Q: 3 clusters Score -1.090648e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -10907371.000000 Penalty: 5691.530762
	Iteration 18Q: 3 clusters Score -1.090737e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -10908232.000000 Penalty: 5691.530762
	Iteration 19Q: 3 clusters Score -1.090823e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -10908861.000000 Penalty: 5691.530762
	Iteration 20F: 3 clusters Score -1.090886e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -10909339.000000 Penalty: 5691.530762
	Iteration 21Q: 3 clusters Score -1.090934e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -10909811.000000 Penalty: 5691.530762
	Iteration 22Q: 3 clusters Score -1.090981e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10910192.000000 Penalty: 5691.530762
	Iteration 23Q: 3 clusters Score -1.091019e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10910463.000000 Penalty: 5691.530762
	Iteration 24Q: 3 clusters Score -1.091046e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10910665.000000 Penalty: 5691.530762
	Iteration 25Q: 3 clusters Score -1.091066e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10910790.000000 Penalty: 5691.530762
	Iteration 26Q: 3 clusters Score -1.091079e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10910916.000000 Penalty: 5691.530762
	Iteration 27Q: 3 clusters Score -1.091092e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10911001.000000 Penalty: 5691.530762
	Iteration 28Q: 3 clusters Score -1.0911e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10911060.000000 Penalty: 5691.530762
	Iteration 29Q: 3 clusters Score -1.091106e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10911128.000000 Penalty: 5691.530762
	Iteration 30Q: 3 clusters Score -1.091113e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10911155.000000 Penalty: 5691.530762
	Iteration 31Q: 3 clusters Score -1.091116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10911178.000000 Penalty: 5691.530762
	Iteration 32Q: 3 clusters Score -1.091118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10911189.000000 Penalty: 5691.530762
	Iteration 33Q: 3 clusters Score -1.091119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10911214.000000 Penalty: 5691.530762
	Iteration 34Q: 3 clusters Score -1.091121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10911229.000000 Penalty: 5691.530762
	Iteration 35Q: 3 clusters Score -1.091123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10911237.000000 Penalty: 5691.530762
	Iteration 36Q: 3 clusters Score -1.091124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10911240.000000 Penalty: 5691.530762
	Iteration 37Q: 3 clusters Score -1.091124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10911258.000000 Penalty: 5691.530762
	Iteration 38Q: 3 clusters Score -1.091126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10911273.000000 Penalty: 5691.530762
	Iteration 39Q: 3 clusters Score -1.091127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10911288.000000 Penalty: 5691.530762
	Iteration 40F: 3 clusters Score -1.091129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10911309.000000 Penalty: 5691.530762
	Iteration 41Q: 3 clusters Score -1.091131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10911311.000000 Penalty: 5691.530762
	Iteration 42Q: 3 clusters Score -1.091131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10911329.000000 Penalty: 5691.530762
	Iteration 43Q: 3 clusters Score -1.091133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10911332.000000 Penalty: 5691.530762
	Iteration 44Q: 3 clusters Score -1.091133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10911339.000000 Penalty: 5691.530762
	Iteration 45Q: 3 clusters Score -1.091134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10911348.000000 Penalty: 5691.530762
	Iteration 46Q: 3 clusters Score -1.091135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10911353.000000 Penalty: 5691.530762
	Iteration 47Q: 3 clusters Score -1.091135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10911350.000000 Penalty: 5691.530762
	Iteration 48Q: 3 clusters Score -1.091135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10911351.000000 Penalty: 5691.530762
	Iteration 49Q: 3 clusters Score -1.091135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10911359.000000 Penalty: 5691.530762
	Iteration 50Q: 3 clusters Score -1.091136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10911357.000000 Penalty: 5691.530762
	Iteration 51Q: 3 clusters Score -1.091136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10911357.000000 Penalty: 5691.530762
	Iteration 52F: 3 clusters Score -1.091136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Entering Unmasked Estep 
Score: -5613407.500000 Penalty: 2679.753174
	Iteration 0F: 2 clusters Score -5613408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -5580211.500000 Penalty: 5359.506348
	Iteration 0F: 3 clusters Score -5580212 nChanged 22825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5592684.000000 Penalty: 5359.506348
	Iteration 1F: 3 clusters Score -5592684 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5593302.500000 Penalty: 5359.506348
	Iteration 2Q: 3 clusters Score -5593302 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -5593952.000000 Penalty: 5359.506348
	Iteration 3Q: 3 clusters Score -5593952 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5594671.000000 Penalty: 5359.506348
	Iteration 4Q: 3 clusters Score -5594671 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5595510.000000 Penalty: 5359.506348
	Iteration 5Q: 3 clusters Score -5595510 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5596603.000000 Penalty: 5359.506348
	Iteration 6Q: 3 clusters Score -5596603 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5597983.000000 Penalty: 5359.506348
	Iteration 7F: 3 clusters Score -5597983 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -5599461.000000 Penalty: 5359.506348
	Iteration 8F: 3 clusters Score -5599461 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -5601024.000000 Penalty: 5359.506348
	Iteration 9F: 3 clusters Score -5601024 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5602720.000000 Penalty: 5359.506348
	Iteration 10F: 3 clusters Score -5602720 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5604483.000000 Penalty: 5359.506348
	Iteration 11F: 3 clusters Score -5604483 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -5606184.500000 Penalty: 5359.506348
	Iteration 12F: 3 clusters Score -5606184 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5607410.500000 Penalty: 5359.506348
	Iteration 13Q: 3 clusters Score -5607410 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5608077.500000 Penalty: 5359.506348
	Iteration 14Q: 3 clusters Score -5608078 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5608408.500000 Penalty: 5359.506348
	Iteration 15Q: 3 clusters Score -5608408 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5608603.500000 Penalty: 5359.506348
	Iteration 16Q: 3 clusters Score -5608604 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5608738.500000 Penalty: 5359.506348
	Iteration 17Q: 3 clusters Score -5608738 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -5608850.000000 Penalty: 5359.506348
	Iteration 18Q: 3 clusters Score -5608850 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -5608948.500000 Penalty: 5359.506348
	Iteration 19Q: 3 clusters Score -5608948 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5609008.000000 Penalty: 5359.506348
	Iteration 20F: 3 clusters Score -5609008 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5609090.500000 Penalty: 5359.506348
	Iteration 21Q: 3 clusters Score -5609090 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5609152.500000 Penalty: 5359.506348
	Iteration 22Q: 3 clusters Score -5609152 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5609211.500000 Penalty: 5359.506348
	Iteration 23Q: 3 clusters Score -5609212 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5609298.500000 Penalty: 5359.506348
	Iteration 24Q: 3 clusters Score -5609298 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5609380.500000 Penalty: 5359.506348
	Iteration 25Q: 3 clusters Score -5609380 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -5609441.000000 Penalty: 5359.506348
	Iteration 26Q: 3 clusters Score -5609441 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5609531.000000 Penalty: 5359.506348
	Iteration 27Q: 3 clusters Score -5609531 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5609556.500000 Penalty: 5359.506348
	Iteration 28Q: 3 clusters Score -5609556 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5609653.500000 Penalty: 5359.506348
	Iteration 29Q: 3 clusters Score -5609654 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -5609739.000000 Penalty: 5359.506348
	Iteration 30Q: 3 clusters Score -5609739 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5609788.000000 Penalty: 5359.506348
	Iteration 31Q: 3 clusters Score -5609788 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -5609866.000000 Penalty: 5359.506348
	Iteration 32Q: 3 clusters Score -5609866 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5609930.000000 Penalty: 5359.506348
	Iteration 33Q: 3 clusters Score -5609930 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -5610018.000000 Penalty: 5359.506348
	Iteration 34Q: 3 clusters Score -5610018 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5610066.500000 Penalty: 5359.506348
	Iteration 35Q: 3 clusters Score -5610066 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5610190.500000 Penalty: 5359.506348
	Iteration 36Q: 3 clusters Score -5610190 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5610303.500000 Penalty: 5359.506348
	Iteration 37Q: 3 clusters Score -5610304 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5610413.500000 Penalty: 5359.506348
	Iteration 38Q: 3 clusters Score -5610414 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5610493.500000 Penalty: 5359.506348
	Iteration 39Q: 3 clusters Score -5610494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5610584.500000 Penalty: 5359.506348
	Iteration 40F: 3 clusters Score -5610584 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5610699.500000 Penalty: 5359.506348
	Iteration 41Q: 3 clusters Score -5610700 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -5610778.000000 Penalty: 5359.506348
	Iteration 42Q: 3 clusters Score -5610778 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5610833.000000 Penalty: 5359.506348
	Iteration 43Q: 3 clusters Score -5610833 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5610912.000000 Penalty: 5359.506348
	Iteration 44Q: 3 clusters Score -5610912 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -5610967.500000 Penalty: 5359.506348
	Iteration 45Q: 3 clusters Score -5610968 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5611030.000000 Penalty: 5359.506348
	Iteration 46Q: 3 clusters Score -5611030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5611092.000000 Penalty: 5359.506348
	Iteration 47Q: 3 clusters Score -5611092 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5611162.000000 Penalty: 5359.506348
	Iteration 48Q: 3 clusters Score -5611162 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -5611198.500000 Penalty: 5359.506348
	Iteration 49Q: 3 clusters Score -5611198 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5611246.500000 Penalty: 5359.506348
	Iteration 50Q: 3 clusters Score -5611246 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5611265.500000 Penalty: 5359.506348
	Iteration 51Q: 3 clusters Score -5611266 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5611292.500000 Penalty: 5359.506348
	Iteration 52Q: 3 clusters Score -5611292 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5611312.000000 Penalty: 5359.506348
	Iteration 53Q: 3 clusters Score -5611312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -5611364.500000 Penalty: 5359.506348
	Iteration 54Q: 3 clusters Score -5611364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5611383.000000 Penalty: 5359.506348
	Iteration 55Q: 3 clusters Score -5611383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5611384.500000 Penalty: 5359.506348
	Iteration 56Q: 3 clusters Score -5611384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -5611397.000000 Penalty: 5359.506348
	Iteration 57Q: 3 clusters Score -5611397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5611399.500000 Penalty: 5359.506348
	Iteration 58Q: 3 clusters Score -5611400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -5611399.500000 Penalty: 5359.506348
	Iteration 59Q: 3 clusters Score -5611400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -5611403.000000 Penalty: 5359.506348
	Iteration 60F: 3 clusters Score -5611403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -5611404.500000 Penalty: 5359.506348
	Iteration 61Q: 3 clusters Score -5611404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -5611401.500000 Penalty: 5359.506348
	Iteration 62Q: 3 clusters Score -5611402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5611402.500000 Penalty: 5359.506348
	Iteration 63Q: 3 clusters Score -5611402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -5611406.500000 Penalty: 5359.506348
	Iteration 64Q: 3 clusters Score -5611406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -5611410.000000 Penalty: 5359.506348
	Iteration 65Q: 3 clusters Score -5611410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5611420.000000 Penalty: 5359.506348
	Iteration 66Q: 3 clusters Score -5611420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -5611426.000000 Penalty: 5359.506348
	Iteration 67Q: 3 clusters Score -5611426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -5611415.500000 Penalty: 5359.506348
	Iteration 68Q: 3 clusters Score -5611416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5611422.500000 Penalty: 5359.506348
	Iteration 69Q: 3 clusters Score -5611422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -5611428.500000 Penalty: 5359.506348
	Iteration 70Q: 3 clusters Score -5611428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -5611433.000000 Penalty: 5359.506348
	Iteration 71Q: 3 clusters Score -5611433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -5611435.500000 Penalty: 5359.506348
	Iteration 72Q: 3 clusters Score -5611436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -5611436.000000 Penalty: 5359.506348
	Iteration 73Q: 3 clusters Score -5611436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -5611438.500000 Penalty: 5359.506348
	Iteration 74Q: 3 clusters Score -5611438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -5611435.500000 Penalty: 5359.506348
	Iteration 75Q: 3 clusters Score -5611436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5611438.000000 Penalty: 5359.506348
	Iteration 76Q: 3 clusters Score -5611438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5611430.500000 Penalty: 5359.506348
	Iteration 77Q: 3 clusters Score -5611430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5611434.000000 Penalty: 5359.506348
	Iteration 78Q: 3 clusters Score -5611434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5611437.500000 Penalty: 5359.506348
	Iteration 79Q: 3 clusters Score -5611438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5611437.500000 Penalty: 5359.506348
	Iteration 80F: 3 clusters Score -5611438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -144993.171875 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -144993.2 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 672 members 
Entering Unmasked Estep 
Score: -142824.875000 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -142824.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -143205.390625 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -143205.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -143283.703125 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -143283.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143329.703125 Penalty: 3593.844971
	Iteration 3Q: 3 clusters Score -143329.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143363.515625 Penalty: 3593.844971
	Iteration 4Q: 3 clusters Score -143363.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -143391.609375 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -143391.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143411.156250 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -143411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143422.484375 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -143422.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143433.437500 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -143433.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -143441.593750 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -143441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143451.750000 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -143451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143454.625000 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -143454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143456.578125 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -143456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143460.546875 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -143460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143462.484375 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -143462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143464.765625 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -143464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143466.625000 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -143466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143467.781250 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -143467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143468.531250 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -143468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143468.531250 Penalty: 3593.844971
	Iteration 19F: 3 clusters Score -143468.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 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 593 members 
Entering Unmasked Estep 
Score: -128440.960938 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128441 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128750.968750 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128835.039062 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128895.265625 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128895.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128961.195312 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -128961.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -129013.898438 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -129013.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -129071.484375 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -129071.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129125.726562 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129125.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129158.710938 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129158.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129190.890625 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129190.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -129224.742188 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129224.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129242.468750 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -129256.476562 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129256.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129270.062500 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -129281.085938 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -129288.531250 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -129292.992188 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -129297.757812 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -129300.500000 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -129300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -129300.500000 Penalty: 3507.500244
	Iteration 19F: 3 clusters Score -129300.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Entering Unmasked Estep 
Score: -2802753.000000 Penalty: 2513.459229
	Iteration 0F: 2 clusters Score -2802753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2785251.500000 Penalty: 5026.918457
	Iteration 0F: 3 clusters Score -2785252 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2791648.250000 Penalty: 5026.918457
	Iteration 1F: 3 clusters Score -2791648 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2792273.750000 Penalty: 5026.918457
	Iteration 2F: 3 clusters Score -2792274 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2792861.750000 Penalty: 5026.918457
	Iteration 3F: 3 clusters Score -2792862 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2793367.500000 Penalty: 5026.918457
	Iteration 4Q: 3 clusters Score -2793368 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2793791.000000 Penalty: 5026.918457
	Iteration 5Q: 3 clusters Score -2793791 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2794141.500000 Penalty: 5026.918457
	Iteration 6Q: 3 clusters Score -2794142 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2794491.500000 Penalty: 5026.918457
	Iteration 7Q: 3 clusters Score -2794492 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2794750.000000 Penalty: 5026.918457
	Iteration 8Q: 3 clusters Score -2794750 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2794978.500000 Penalty: 5026.918457
	Iteration 9Q: 3 clusters Score -2794978 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2795452 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2795742 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2796060 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2796416.500000 Penalty: 5026.918457
	Iteration 14Q: 3 clusters Score -2796416 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2796760 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2797107 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2797410 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2797668 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2797877 nChanged 487
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2798065 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2798257 nChanged 448
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2798436.750000 Penalty: 5026.918457
	Iteration 22Q: 3 clusters Score -2798437 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2798674 nChanged 508
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2798890 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2799060 nChanged 372
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2799188 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2799277 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2799385.250000 Penalty: 5026.918457
	Iteration 28Q: 3 clusters Score -2799385 nChanged 282
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Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2799454 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2799515.500000 Penalty: 5026.918457
	Iteration 30Q: 3 clusters Score -2799516 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2799581 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2799632 nChanged 201
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Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2799690.750000 Penalty: 5026.918457
	Iteration 33Q: 3 clusters Score -2799691 nChanged 197
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Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2799737.750000 Penalty: 5026.918457
	Iteration 34Q: 3 clusters Score -2799738 nChanged 188
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Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2799787 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2799826.750000 Penalty: 5026.918457
	Iteration 36Q: 3 clusters Score -2799827 nChanged 205
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Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2799879 nChanged 187
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Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2799923.250000 Penalty: 5026.918457
	Iteration 38Q: 3 clusters Score -2799923 nChanged 169
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Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2799959.250000 Penalty: 5026.918457
	Iteration 39Q: 3 clusters Score -2799959 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2799993.000000 Penalty: 5026.918457
	Iteration 40F: 3 clusters Score -2799993 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2800019.250000 Penalty: 5026.918457
	Iteration 41Q: 3 clusters Score -2800019 nChanged 154
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Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2800055.750000 Penalty: 5026.918457
	Iteration 42Q: 3 clusters Score -2800056 nChanged 147
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Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2800080 nChanged 148
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Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2800124.000000 Penalty: 5026.918457
	Iteration 44Q: 3 clusters Score -2800124 nChanged 149
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Mstep: Class 1 contains 19557 members 
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Entering Unmasked Estep 
Score: -2800161.750000 Penalty: 5026.918457
	Iteration 45Q: 3 clusters Score -2800162 nChanged 143
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Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2800191.500000 Penalty: 5026.918457
	Iteration 46Q: 3 clusters Score -2800192 nChanged 122
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Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2800209.500000 Penalty: 5026.918457
	Iteration 47Q: 3 clusters Score -2800210 nChanged 117
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Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2800226.750000 Penalty: 5026.918457
	Iteration 48Q: 3 clusters Score -2800227 nChanged 108
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Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2800247.500000 Penalty: 5026.918457
	Iteration 49Q: 3 clusters Score -2800248 nChanged 108
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Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2800266.500000 Penalty: 5026.918457
	Iteration 50Q: 3 clusters Score -2800266 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2800280.500000 Penalty: 5026.918457
	Iteration 51Q: 3 clusters Score -2800280 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2800309.750000 Penalty: 5026.918457
	Iteration 52Q: 3 clusters Score -2800310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2800338.250000 Penalty: 5026.918457
	Iteration 53Q: 3 clusters Score -2800338 nChanged 93
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Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2800354.500000 Penalty: 5026.918457
	Iteration 54Q: 3 clusters Score -2800354 nChanged 102
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Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2800375.500000 Penalty: 5026.918457
	Iteration 55Q: 3 clusters Score -2800376 nChanged 108
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Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2800395.000000 Penalty: 5026.918457
	Iteration 56Q: 3 clusters Score -2800395 nChanged 83
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Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2800410.000000 Penalty: 5026.918457
	Iteration 57Q: 3 clusters Score -2800410 nChanged 89
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Mstep: Class 1 contains 20924 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2800434 nChanged 87
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Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2800448.000000 Penalty: 5026.918457
	Iteration 59Q: 3 clusters Score -2800448 nChanged 81
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Mstep: Class 1 contains 21092 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2800469 nChanged 71
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Mstep: Class 1 contains 21163 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2800483 nChanged 62
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Mstep: Class 1 contains 21225 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2800500 nChanged 72
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Mstep: Class 1 contains 21297 members 
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Entering Unmasked Estep 
Score: -2800517.750000 Penalty: 5026.918457
	Iteration 63Q: 3 clusters Score -2800518 nChanged 66
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Mstep: Class 1 contains 21361 members 
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Entering Unmasked Estep 
Score: -2800532.000000 Penalty: 5026.918457
	Iteration 64Q: 3 clusters Score -2800532 nChanged 75
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Mstep: Class 1 contains 21436 members 
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	Iteration 65Q: 3 clusters Score -2800535 nChanged 92
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Mstep: Class 1 contains 21528 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2800568 nChanged 95
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Mstep: Class 1 contains 21623 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2800584 nChanged 101
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Mstep: Class 1 contains 21720 members 
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	Iteration 68Q: 3 clusters Score -2800612 nChanged 106
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Mstep: Class 1 contains 21822 members 
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	Iteration 69Q: 3 clusters Score -2800635 nChanged 92
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Mstep: Class 1 contains 21910 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2800665 nChanged 95
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2800694 nChanged 89
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Mstep: Class 1 contains 22094 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2800720 nChanged 92
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Mstep: Class 1 contains 22186 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2800742 nChanged 100
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Mstep: Class 1 contains 22282 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2800786 nChanged 111
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2800818 nChanged 107
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2800860 nChanged 101
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2800894 nChanged 86
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Mstep: Class 1 contains 22671 members 
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Entering Unmasked Estep 
Score: -2800921.250000 Penalty: 5026.918457
	Iteration 78Q: 3 clusters Score -2800921 nChanged 86
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Mstep: Class 1 contains 22753 members 
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	Iteration 79Q: 3 clusters Score -2800952 nChanged 72
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2800969 nChanged 64
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2800983 nChanged 49
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2800997 nChanged 41
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	Iteration 83Q: 3 clusters Score -2801011 nChanged 42
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Mstep: Class 2 contains 2195 members 
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	Iteration 84Q: 3 clusters Score -2801012 nChanged 29
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	Iteration 85Q: 3 clusters Score -2801021 nChanged 22
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Score: -2801028.000000 Penalty: 5026.918457
	Iteration 86Q: 3 clusters Score -2801028 nChanged 26
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2801037 nChanged 20
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2801042 nChanged 15
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	Iteration 89Q: 3 clusters Score -2801042 nChanged 12
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Mstep: Class 1 contains 23137 members 
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Entering Unmasked Estep 
Score: -2801041.500000 Penalty: 5026.918457
	Iteration 90Q: 3 clusters Score -2801042 nChanged 17
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Mstep: Class 1 contains 23150 members 
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Entering Unmasked Estep 
Score: -2801044.750000 Penalty: 5026.918457
	Iteration 91Q: 3 clusters Score -2801045 nChanged 15
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Mstep: Class 1 contains 23163 members 
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Entering Unmasked Estep 
Score: -2801046.000000 Penalty: 5026.918457
	Iteration 92Q: 3 clusters Score -2801046 nChanged 13
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Mstep: Class 1 contains 23176 members 
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Entering Unmasked Estep 
Score: -2801055.000000 Penalty: 5026.918457
	Iteration 93Q: 3 clusters Score -2801055 nChanged 12
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Mstep: Class 1 contains 23188 members 
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Entering Unmasked Estep 
Score: -2801053.750000 Penalty: 5026.918457
	Iteration 94Q: 3 clusters Score -2801054 nChanged 12
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Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2801053 nChanged 7
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2801054 nChanged 8
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Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2801055 nChanged 11
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Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2801056 nChanged 9
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Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2801062.000000 Penalty: 5026.918457
	Iteration 99Q: 3 clusters Score -2801062 nChanged 8
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Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2801063.500000 Penalty: 5026.918457
	Iteration 100F: 3 clusters Score -2801064 nChanged 12
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Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2801060.250000 Penalty: 5026.918457
	Iteration 101Q: 3 clusters Score -2801060 nChanged 13
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Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2801066.750000 Penalty: 5026.918457
	Iteration 102Q: 3 clusters Score -2801067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2801073.750000 Penalty: 5026.918457
	Iteration 103Q: 3 clusters Score -2801074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2801081.500000 Penalty: 5026.918457
	Iteration 104Q: 3 clusters Score -2801082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2801081.000000 Penalty: 5026.918457
	Iteration 105Q: 3 clusters Score -2801081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2801087.000000 Penalty: 5026.918457
	Iteration 106Q: 3 clusters Score -2801087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2801092.000000 Penalty: 5026.918457
	Iteration 107Q: 3 clusters Score -2801092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2801099.500000 Penalty: 5026.918457
	Iteration 108Q: 3 clusters Score -2801100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2801104.500000 Penalty: 5026.918457
	Iteration 109Q: 3 clusters Score -2801104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2801100.250000 Penalty: 5026.918457
	Iteration 110Q: 3 clusters Score -2801100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2801100.500000 Penalty: 5026.918457
	Iteration 111Q: 3 clusters Score -2801100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2801102.000000 Penalty: 5026.918457
	Iteration 112Q: 3 clusters Score -2801102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2801103.750000 Penalty: 5026.918457
	Iteration 113Q: 3 clusters Score -2801104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2801103.000000 Penalty: 5026.918457
	Iteration 114Q: 3 clusters Score -2801103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2801105.000000 Penalty: 5026.918457
	Iteration 115Q: 3 clusters Score -2801105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2801106.750000 Penalty: 5026.918457
	Iteration 116Q: 3 clusters Score -2801107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2801109.250000 Penalty: 5026.918457
	Iteration 117Q: 3 clusters Score -2801109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2801109.250000 Penalty: 5026.918457
	Iteration 118Q: 3 clusters Score -2801109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2801109.500000 Penalty: 5026.918457
	Iteration 119Q: 3 clusters Score -2801110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2801109.000000 Penalty: 5026.918457
	Iteration 120F: 3 clusters Score -2801109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2801107.000000 Penalty: 5026.918457
	Iteration 121Q: 3 clusters Score -2801107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2801103.750000 Penalty: 5026.918457
	Iteration 122Q: 3 clusters Score -2801104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2801104.000000 Penalty: 5026.918457
	Iteration 123Q: 3 clusters Score -2801104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2801108.500000 Penalty: 5026.918457
	Iteration 124Q: 3 clusters Score -2801108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2801106.250000 Penalty: 5026.918457
	Iteration 125Q: 3 clusters Score -2801106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2801107.500000 Penalty: 5026.918457
	Iteration 126Q: 3 clusters Score -2801108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2801113.750000 Penalty: 5026.918457
	Iteration 127Q: 3 clusters Score -2801114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2801110.750000 Penalty: 5026.918457
	Iteration 128Q: 3 clusters Score -2801111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2801116.250000 Penalty: 5026.918457
	Iteration 129Q: 3 clusters Score -2801116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2801123.000000 Penalty: 5026.918457
	Iteration 130Q: 3 clusters Score -2801123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2801126.500000 Penalty: 5026.918457
	Iteration 131Q: 3 clusters Score -2801126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2801126.500000 Penalty: 5026.918457
	Iteration 132Q: 3 clusters Score -2801126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2801128.750000 Penalty: 5026.918457
	Iteration 133Q: 3 clusters Score -2801129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2801127.500000 Penalty: 5026.918457
	Iteration 134Q: 3 clusters Score -2801128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2801128.000000 Penalty: 5026.918457
	Iteration 135Q: 3 clusters Score -2801128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2801130.250000 Penalty: 5026.918457
	Iteration 136Q: 3 clusters Score -2801130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2801132.000000 Penalty: 5026.918457
	Iteration 137Q: 3 clusters Score -2801132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2801140.500000 Penalty: 5026.918457
	Iteration 138Q: 3 clusters Score -2801140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2801145.500000 Penalty: 5026.918457
	Iteration 139Q: 3 clusters Score -2801146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2801150.000000 Penalty: 5026.918457
	Iteration 140F: 3 clusters Score -2801150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2801151.250000 Penalty: 5026.918457
	Iteration 141Q: 3 clusters Score -2801151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2801147.000000 Penalty: 5026.918457
	Iteration 142Q: 3 clusters Score -2801147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2801151.250000 Penalty: 5026.918457
	Iteration 143Q: 3 clusters Score -2801151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2801153.250000 Penalty: 5026.918457
	Iteration 144Q: 3 clusters Score -2801153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2801150.500000 Penalty: 5026.918457
	Iteration 145Q: 3 clusters Score -2801150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2801152.750000 Penalty: 5026.918457
	Iteration 146Q: 3 clusters Score -2801153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2801152.000000 Penalty: 5026.918457
	Iteration 147Q: 3 clusters Score -2801152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2801149.750000 Penalty: 5026.918457
	Iteration 148Q: 3 clusters Score -2801150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2801155.500000 Penalty: 5026.918457
	Iteration 149Q: 3 clusters Score -2801156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2801152.500000 Penalty: 5026.918457
	Iteration 150Q: 3 clusters Score -2801152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2801153.750000 Penalty: 5026.918457
	Iteration 151Q: 3 clusters Score -2801154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2801153.750000 Penalty: 5026.918457
	Iteration 152Q: 3 clusters Score -2801154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2801152.000000 Penalty: 5026.918457
	Iteration 153Q: 3 clusters Score -2801152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2801152.750000 Penalty: 5026.918457
	Iteration 154Q: 3 clusters Score -2801153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2801151.250000 Penalty: 5026.918457
	Iteration 155Q: 3 clusters Score -2801151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2801150.750000 Penalty: 5026.918457
	Iteration 156Q: 3 clusters Score -2801151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2801150.750000 Penalty: 5026.918457
	Iteration 157Q: 3 clusters Score -2801151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2801150.750000 Penalty: 5026.918457
	Iteration 158F: 3 clusters Score -2801151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -429745.031250 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -429745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -425753.718750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -425753.7 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -426913.468750 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -426913.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -427329.343750 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -427329.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -427604.281250 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -427604.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -427808.468750 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -427808.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -427925.187500 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -427925.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -428001.125000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -428001.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -428054.281250 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -428054.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -428098.968750 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -428099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -428134.437500 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -428134.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -428171.625000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -428171.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -428218.937500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -428218.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -428256.906250 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -428256.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -428318.281250 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -428318.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -428401.031250 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -428401 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -428496.281250 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -428496.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -428578.750000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -428578.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -428655.156250 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -428655.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -428717.062500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -428717.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -428748.375000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -428748.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -428768.750000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -428768.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -428785.812500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -428785.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -428797.093750 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -428797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -428802.156250 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -428802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -428804.531250 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -428804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -428807.593750 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -428807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -428807.437500 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -428807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -428808.406250 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -428808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -428807.656250 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -428807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -428807.656250 Penalty: 4144.734863
	Iteration 29F: 3 clusters Score -428807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Entering Unmasked Estep 
Score: -2761608.750000 Penalty: 2502.651123
	Iteration 0F: 2 clusters Score -2761609 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 11973 members 
Entering Unmasked Estep 
Score: -2744843.500000 Penalty: 5005.302246
	Iteration 0F: 3 clusters Score -2744844 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2750696.500000 Penalty: 5005.302246
	Iteration 1F: 3 clusters Score -2750696 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2751107.750000 Penalty: 5005.302246
	Iteration 2Q: 3 clusters Score -2751108 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2751499.750000 Penalty: 5005.302246
	Iteration 3Q: 3 clusters Score -2751500 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2751905.750000 Penalty: 5005.302246
	Iteration 4Q: 3 clusters Score -2751906 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2752444.000000 Penalty: 5005.302246
	Iteration 5Q: 3 clusters Score -2752444 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2753240.500000 Penalty: 5005.302246
	Iteration 6F: 3 clusters Score -2753240 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2754292.250000 Penalty: 5005.302246
	Iteration 7F: 3 clusters Score -2754292 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2755535.500000 Penalty: 5005.302246
	Iteration 8F: 3 clusters Score -2755536 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2756563.500000 Penalty: 5005.302246
	Iteration 9F: 3 clusters Score -2756564 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2757343.250000 Penalty: 5005.302246
	Iteration 10Q: 3 clusters Score -2757343 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2757918.500000 Penalty: 5005.302246
	Iteration 11Q: 3 clusters Score -2757918 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2758360.000000 Penalty: 5005.302246
	Iteration 12Q: 3 clusters Score -2758360 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2758708.250000 Penalty: 5005.302246
	Iteration 13Q: 3 clusters Score -2758708 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2758969.250000 Penalty: 5005.302246
	Iteration 14Q: 3 clusters Score -2758969 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2759211.000000 Penalty: 5005.302246
	Iteration 15Q: 3 clusters Score -2759211 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2759420.000000 Penalty: 5005.302246
	Iteration 16Q: 3 clusters Score -2759420 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2759637.750000 Penalty: 5005.302246
	Iteration 17Q: 3 clusters Score -2759638 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2759858.750000 Penalty: 5005.302246
	Iteration 18Q: 3 clusters Score -2759859 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2760056.000000 Penalty: 5005.302246
	Iteration 19Q: 3 clusters Score -2760056 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2760227.000000 Penalty: 5005.302246
	Iteration 20F: 3 clusters Score -2760227 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2760374.500000 Penalty: 5005.302246
	Iteration 21Q: 3 clusters Score -2760374 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2760519.750000 Penalty: 5005.302246
	Iteration 22Q: 3 clusters Score -2760520 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2760639.000000 Penalty: 5005.302246
	Iteration 23Q: 3 clusters Score -2760639 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2760729.000000 Penalty: 5005.302246
	Iteration 24Q: 3 clusters Score -2760729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2760823.750000 Penalty: 5005.302246
	Iteration 25Q: 3 clusters Score -2760824 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2760915.750000 Penalty: 5005.302246
	Iteration 26Q: 3 clusters Score -2760916 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2760969.250000 Penalty: 5005.302246
	Iteration 27Q: 3 clusters Score -2760969 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2761008.000000 Penalty: 5005.302246
	Iteration 28Q: 3 clusters Score -2761008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2761039.750000 Penalty: 5005.302246
	Iteration 29Q: 3 clusters Score -2761040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2761078.000000 Penalty: 5005.302246
	Iteration 30Q: 3 clusters Score -2761078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2761124.750000 Penalty: 5005.302246
	Iteration 31Q: 3 clusters Score -2761125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2761169.500000 Penalty: 5005.302246
	Iteration 32Q: 3 clusters Score -2761170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2761199.750000 Penalty: 5005.302246
	Iteration 33Q: 3 clusters Score -2761200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2761219.750000 Penalty: 5005.302246
	Iteration 34Q: 3 clusters Score -2761220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2761240.750000 Penalty: 5005.302246
	Iteration 35Q: 3 clusters Score -2761241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2761255.250000 Penalty: 5005.302246
	Iteration 36Q: 3 clusters Score -2761255 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2761275.000000 Penalty: 5005.302246
	Iteration 37Q: 3 clusters Score -2761275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2761293.000000 Penalty: 5005.302246
	Iteration 38Q: 3 clusters Score -2761293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2761307.500000 Penalty: 5005.302246
	Iteration 39Q: 3 clusters Score -2761308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2761322.000000 Penalty: 5005.302246
	Iteration 40F: 3 clusters Score -2761322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2761343.500000 Penalty: 5005.302246
	Iteration 41Q: 3 clusters Score -2761344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2761355.500000 Penalty: 5005.302246
	Iteration 42Q: 3 clusters Score -2761356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2761365.750000 Penalty: 5005.302246
	Iteration 43Q: 3 clusters Score -2761366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2761378.500000 Penalty: 5005.302246
	Iteration 44Q: 3 clusters Score -2761378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2761385.250000 Penalty: 5005.302246
	Iteration 45Q: 3 clusters Score -2761385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2761398.500000 Penalty: 5005.302246
	Iteration 46Q: 3 clusters Score -2761398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2761399.250000 Penalty: 5005.302246
	Iteration 47Q: 3 clusters Score -2761399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2761404.500000 Penalty: 5005.302246
	Iteration 48Q: 3 clusters Score -2761404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2761405.250000 Penalty: 5005.302246
	Iteration 49Q: 3 clusters Score -2761405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2761398.250000 Penalty: 5005.302246
	Iteration 50Q: 3 clusters Score -2761398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2761410.500000 Penalty: 5005.302246
	Iteration 51Q: 3 clusters Score -2761410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2761413.500000 Penalty: 5005.302246
	Iteration 52Q: 3 clusters Score -2761414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2761408.500000 Penalty: 5005.302246
	Iteration 53Q: 3 clusters Score -2761408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2761410.250000 Penalty: 5005.302246
	Iteration 54Q: 3 clusters Score -2761410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2761416.750000 Penalty: 5005.302246
	Iteration 55Q: 3 clusters Score -2761417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2761418.500000 Penalty: 5005.302246
	Iteration 56Q: 3 clusters Score -2761418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2761418.250000 Penalty: 5005.302246
	Iteration 57Q: 3 clusters Score -2761418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2761424.000000 Penalty: 5005.302246
	Iteration 58Q: 3 clusters Score -2761424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2761421.500000 Penalty: 5005.302246
	Iteration 59Q: 3 clusters Score -2761422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2761426.250000 Penalty: 5005.302246
	Iteration 60F: 3 clusters Score -2761426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2761429.250000 Penalty: 5005.302246
	Iteration 61Q: 3 clusters Score -2761429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2761430.750000 Penalty: 5005.302246
	Iteration 62Q: 3 clusters Score -2761431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2761433.250000 Penalty: 5005.302246
	Iteration 63Q: 3 clusters Score -2761433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2761426.500000 Penalty: 5005.302246
	Iteration 64Q: 3 clusters Score -2761426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2761428.000000 Penalty: 5005.302246
	Iteration 65Q: 3 clusters Score -2761428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2761423.750000 Penalty: 5005.302246
	Iteration 66Q: 3 clusters Score -2761424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2761430.500000 Penalty: 5005.302246
	Iteration 67Q: 3 clusters Score -2761430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2761424.500000 Penalty: 5005.302246
	Iteration 68Q: 3 clusters Score -2761424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2761420.500000 Penalty: 5005.302246
	Iteration 69Q: 3 clusters Score -2761420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2761420.500000 Penalty: 5005.302246
	Iteration 70F: 3 clusters Score -2761420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Entering Unmasked Estep 
Score: -974180.250000 Penalty: 2251.671387
	Iteration 0F: 2 clusters Score -974180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -967299.000000 Penalty: 4503.342773
	Iteration 0F: 3 clusters Score -967299 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -969185.937500 Penalty: 4503.342773
	Iteration 1F: 3 clusters Score -969185.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -969423.937500 Penalty: 4503.342773
	Iteration 2F: 3 clusters Score -969423.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -969620.625000 Penalty: 4503.342773
	Iteration 3Q: 3 clusters Score -969620.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -969810.687500 Penalty: 4503.342773
	Iteration 4Q: 3 clusters Score -969810.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -970020.812500 Penalty: 4503.342773
	Iteration 5Q: 3 clusters Score -970020.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -970194.187500 Penalty: 4503.342773
	Iteration 6Q: 3 clusters Score -970194.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -970363.687500 Penalty: 4503.342773
	Iteration 7Q: 3 clusters Score -970363.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -970539.625000 Penalty: 4503.342773
	Iteration 8Q: 3 clusters Score -970539.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -970718.875000 Penalty: 4503.342773
	Iteration 9Q: 3 clusters Score -970718.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -970920.187500 Penalty: 4503.342773
	Iteration 10Q: 3 clusters Score -970920.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -971149.812500 Penalty: 4503.342773
	Iteration 11Q: 3 clusters Score -971149.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -971362.625000 Penalty: 4503.342773
	Iteration 12Q: 3 clusters Score -971362.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -971555.000000 Penalty: 4503.342773
	Iteration 13Q: 3 clusters Score -971555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -971713.000000 Penalty: 4503.342773
	Iteration 14Q: 3 clusters Score -971713 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -971855.875000 Penalty: 4503.342773
	Iteration 15Q: 3 clusters Score -971855.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -971965.375000 Penalty: 4503.342773
	Iteration 16Q: 3 clusters Score -971965.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -972043.625000 Penalty: 4503.342773
	Iteration 17Q: 3 clusters Score -972043.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -972122.312500 Penalty: 4503.342773
	Iteration 18Q: 3 clusters Score -972122.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -972178.562500 Penalty: 4503.342773
	Iteration 19Q: 3 clusters Score -972178.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -972229.187500 Penalty: 4503.342773
	Iteration 20F: 3 clusters Score -972229.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -972258.750000 Penalty: 4503.342773
	Iteration 21Q: 3 clusters Score -972258.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -972289.375000 Penalty: 4503.342773
	Iteration 22Q: 3 clusters Score -972289.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -972313.812500 Penalty: 4503.342773
	Iteration 23Q: 3 clusters Score -972313.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -972326.562500 Penalty: 4503.342773
	Iteration 24Q: 3 clusters Score -972326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -972336.062500 Penalty: 4503.342773
	Iteration 25Q: 3 clusters Score -972336.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -972343.500000 Penalty: 4503.342773
	Iteration 26Q: 3 clusters Score -972343.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -972351.875000 Penalty: 4503.342773
	Iteration 27Q: 3 clusters Score -972351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -972359.875000 Penalty: 4503.342773
	Iteration 28Q: 3 clusters Score -972359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -972363.875000 Penalty: 4503.342773
	Iteration 29Q: 3 clusters Score -972363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -972370.937500 Penalty: 4503.342773
	Iteration 30Q: 3 clusters Score -972370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -972373.250000 Penalty: 4503.342773
	Iteration 31Q: 3 clusters Score -972373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -972379.687500 Penalty: 4503.342773
	Iteration 32Q: 3 clusters Score -972379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -972384.625000 Penalty: 4503.342773
	Iteration 33Q: 3 clusters Score -972384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -972386.687500 Penalty: 4503.342773
	Iteration 34Q: 3 clusters Score -972386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -972392.812500 Penalty: 4503.342773
	Iteration 35Q: 3 clusters Score -972392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -972398.375000 Penalty: 4503.342773
	Iteration 36Q: 3 clusters Score -972398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -972402.687500 Penalty: 4503.342773
	Iteration 37Q: 3 clusters Score -972402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -972405.000000 Penalty: 4503.342773
	Iteration 38Q: 3 clusters Score -972405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -972407.437500 Penalty: 4503.342773
	Iteration 39Q: 3 clusters Score -972407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -972411.875000 Penalty: 4503.342773
	Iteration 40F: 3 clusters Score -972411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -972418.187500 Penalty: 4503.342773
	Iteration 41Q: 3 clusters Score -972418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -972421.062500 Penalty: 4503.342773
	Iteration 42Q: 3 clusters Score -972421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -972421.562500 Penalty: 4503.342773
	Iteration 43Q: 3 clusters Score -972421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -972422.125000 Penalty: 4503.342773
	Iteration 44Q: 3 clusters Score -972422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -972422.750000 Penalty: 4503.342773
	Iteration 45Q: 3 clusters Score -972422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -972421.687500 Penalty: 4503.342773
	Iteration 46Q: 3 clusters Score -972421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -972421.687500 Penalty: 4503.342773
	Iteration 47F: 3 clusters Score -972421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -446047.906250 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -446047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -442084.437500 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -442084.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -443001.125000 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -443001.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -443253.062500 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -443253.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -443469.281250 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -443469.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -443615.937500 Penalty: 4128.870605
	Iteration 4Q: 3 clusters Score -443615.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -443731.968750 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -443732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -443835.593750 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -443835.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -443930.406250 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -443930.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -444001.125000 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -444001.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -444051.593750 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -444051.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -444089.812500 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -444089.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -444121.593750 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -444121.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -444151.718750 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -444151.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -444179.062500 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -444179.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -444202.093750 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -444202.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -444223.625000 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -444223.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -444243.343750 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -444243.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -444258.250000 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -444258.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -444269.937500 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -444269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -444282.343750 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -444282.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -444297.125000 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -444297.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -444308.406250 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -444308.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -444319.187500 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -444319.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -444330.187500 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -444330.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -444341.562500 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -444341.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -444348.843750 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -444348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -444352.781250 Penalty: 4128.870605
	Iteration 26Q: 3 clusters Score -444352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -444358.781250 Penalty: 4128.870605
	Iteration 27Q: 3 clusters Score -444358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -444367.500000 Penalty: 4128.870605
	Iteration 28Q: 3 clusters Score -444367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -444374.687500 Penalty: 4128.870605
	Iteration 29Q: 3 clusters Score -444374.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -444378.906250 Penalty: 4128.870605
	Iteration 30Q: 3 clusters Score -444378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -444380.343750 Penalty: 4128.870605
	Iteration 31Q: 3 clusters Score -444380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -444382.250000 Penalty: 4128.870605
	Iteration 32Q: 3 clusters Score -444382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -444383.468750 Penalty: 4128.870605
	Iteration 33Q: 3 clusters Score -444383.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -444384.593750 Penalty: 4128.870605
	Iteration 34Q: 3 clusters Score -444384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -444388.906250 Penalty: 4128.870605
	Iteration 35Q: 3 clusters Score -444388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -444392.687500 Penalty: 4128.870605
	Iteration 36Q: 3 clusters Score -444392.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -444396.718750 Penalty: 4128.870605
	Iteration 37Q: 3 clusters Score -444396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -444399.750000 Penalty: 4128.870605
	Iteration 38Q: 3 clusters Score -444399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -444403.250000 Penalty: 4128.870605
	Iteration 39Q: 3 clusters Score -444403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -444405.968750 Penalty: 4128.870605
	Iteration 40F: 3 clusters Score -444406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -444407.687500 Penalty: 4128.870605
	Iteration 41Q: 3 clusters Score -444407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -444408.562500 Penalty: 4128.870605
	Iteration 42Q: 3 clusters Score -444408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -444409.906250 Penalty: 4128.870605
	Iteration 43Q: 3 clusters Score -444409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -444410.531250 Penalty: 4128.870605
	Iteration 44Q: 3 clusters Score -444410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -444411.562500 Penalty: 4128.870605
	Iteration 45Q: 3 clusters Score -444411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -444412.375000 Penalty: 4128.870605
	Iteration 46Q: 3 clusters Score -444412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -444413.218750 Penalty: 4128.870605
	Iteration 47Q: 3 clusters Score -444413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -444413.875000 Penalty: 4128.870605
	Iteration 48Q: 3 clusters Score -444413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -444413.125000 Penalty: 4128.870605
	Iteration 49Q: 3 clusters Score -444413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -444414.375000 Penalty: 4128.870605
	Iteration 50Q: 3 clusters Score -444414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -444415.656250 Penalty: 4128.870605
	Iteration 51Q: 3 clusters Score -444415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -444416.375000 Penalty: 4128.870605
	Iteration 52Q: 3 clusters Score -444416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -444416.500000 Penalty: 4128.870605
	Iteration 53Q: 3 clusters Score -444416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -444418.500000 Penalty: 4128.870605
	Iteration 54Q: 3 clusters Score -444418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -444418.531250 Penalty: 4128.870605
	Iteration 55Q: 3 clusters Score -444418.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -444418.593750 Penalty: 4128.870605
	Iteration 56Q: 3 clusters Score -444418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -444418.593750 Penalty: 4128.870605
	Iteration 57F: 3 clusters Score -444418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34275.984375 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34275.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32976.671875 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -32976.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33416.648438 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33416.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33744.968750 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -33744.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33919.871094 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33919.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33929.792969 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33929.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33929.792969 Penalty: 2955.378662
	Iteration 5F: 3 clusters Score -33929.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -480260.875000 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -480260.9 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 2125 members 
Entering Unmasked Estep 
Score: -476098.687500 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -476098.7 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -477156.468750 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -477156.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -477401.093750 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -477401.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -477550.250000 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -477550.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -477664.031250 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -477664 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -477771.750000 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -477771.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -477922.156250 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -477922.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -478111.750000 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -478111.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -478330.718750 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -478330.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -478525.437500 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -478525.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -478691.062500 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -478691.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -478805.187500 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -478805.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -478882.062500 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -478882.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -478935.781250 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -478935.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -478968.437500 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -478968.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -478987.218750 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -478987.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -478998.593750 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -478998.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -479007.218750 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -479007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -479013.875000 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -479013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -479015.562500 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -479015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -479018.343750 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -479018.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -479021.250000 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -479021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -479026.500000 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -479026.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -479032.687500 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -479032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -479036.281250 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -479036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479041.906250 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -479041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -479044.625000 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -479044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -479047.062500 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -479047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -479050.968750 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -479051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -479059.343750 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -479059.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -479067.031250 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -479067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -479074.656250 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -479074.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -479083.750000 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -479083.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -479089.312500 Penalty: 4159.994141
	Iteration 33Q: 3 clusters Score -479089.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -479095.343750 Penalty: 4159.994141
	Iteration 34Q: 3 clusters Score -479095.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -479099.843750 Penalty: 4159.994141
	Iteration 35Q: 3 clusters Score -479099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -479108.406250 Penalty: 4159.994141
	Iteration 36Q: 3 clusters Score -479108.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -479115.906250 Penalty: 4159.994141
	Iteration 37Q: 3 clusters Score -479115.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -479124.000000 Penalty: 4159.994141
	Iteration 38Q: 3 clusters Score -479124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -479130.750000 Penalty: 4159.994141
	Iteration 39Q: 3 clusters Score -479130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -479140.187500 Penalty: 4159.994141
	Iteration 40F: 3 clusters Score -479140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -479151.625000 Penalty: 4159.994141
	Iteration 41Q: 3 clusters Score -479151.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -479165.375000 Penalty: 4159.994141
	Iteration 42Q: 3 clusters Score -479165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -479183.312500 Penalty: 4159.994141
	Iteration 43Q: 3 clusters Score -479183.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -479199.187500 Penalty: 4159.994141
	Iteration 44Q: 3 clusters Score -479199.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -479214.375000 Penalty: 4159.994141
	Iteration 45Q: 3 clusters Score -479214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -479220.625000 Penalty: 4159.994141
	Iteration 46Q: 3 clusters Score -479220.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -479224.781250 Penalty: 4159.994141
	Iteration 47Q: 3 clusters Score -479224.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -479231.437500 Penalty: 4159.994141
	Iteration 48Q: 3 clusters Score -479231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -479236.562500 Penalty: 4159.994141
	Iteration 49Q: 3 clusters Score -479236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -479239.500000 Penalty: 4159.994141
	Iteration 50Q: 3 clusters Score -479239.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -479244.375000 Penalty: 4159.994141
	Iteration 51Q: 3 clusters Score -479244.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -479250.468750 Penalty: 4159.994141
	Iteration 52Q: 3 clusters Score -479250.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479254.718750 Penalty: 4159.994141
	Iteration 53Q: 3 clusters Score -479254.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -479259.750000 Penalty: 4159.994141
	Iteration 54Q: 3 clusters Score -479259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -479264.937500 Penalty: 4159.994141
	Iteration 55Q: 3 clusters Score -479264.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -479268.343750 Penalty: 4159.994141
	Iteration 56Q: 3 clusters Score -479268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -479270.562500 Penalty: 4159.994141
	Iteration 57Q: 3 clusters Score -479270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -479274.187500 Penalty: 4159.994141
	Iteration 58Q: 3 clusters Score -479274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -479277.281250 Penalty: 4159.994141
	Iteration 59Q: 3 clusters Score -479277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -479279.156250 Penalty: 4159.994141
	Iteration 60F: 3 clusters Score -479279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -479282.781250 Penalty: 4159.994141
	Iteration 61Q: 3 clusters Score -479282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -479290.906250 Penalty: 4159.994141
	Iteration 62Q: 3 clusters Score -479290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -479296.093750 Penalty: 4159.994141
	Iteration 63Q: 3 clusters Score -479296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -479297.593750 Penalty: 4159.994141
	Iteration 64Q: 3 clusters Score -479297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -479300.437500 Penalty: 4159.994141
	Iteration 65Q: 3 clusters Score -479300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -479303.937500 Penalty: 4159.994141
	Iteration 66Q: 3 clusters Score -479303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -479307.093750 Penalty: 4159.994141
	Iteration 67Q: 3 clusters Score -479307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -479313.843750 Penalty: 4159.994141
	Iteration 68Q: 3 clusters Score -479313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -479316.500000 Penalty: 4159.994141
	Iteration 69Q: 3 clusters Score -479316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -479320.812500 Penalty: 4159.994141
	Iteration 70Q: 3 clusters Score -479320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -479327.187500 Penalty: 4159.994141
	Iteration 71Q: 3 clusters Score -479327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -479329.812500 Penalty: 4159.994141
	Iteration 72Q: 3 clusters Score -479329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -479334.406250 Penalty: 4159.994141
	Iteration 73Q: 3 clusters Score -479334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -479336.781250 Penalty: 4159.994141
	Iteration 74Q: 3 clusters Score -479336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -479338.375000 Penalty: 4159.994141
	Iteration 75Q: 3 clusters Score -479338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -479338.375000 Penalty: 4159.994141
	Iteration 76F: 3 clusters Score -479338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Entering Unmasked Estep 
Score: -1377714.625000 Penalty: 2351.868408
	Iteration 0F: 2 clusters Score -1377715 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 6565 members 
Entering Unmasked Estep 
Score: -1368045.875000 Penalty: 4703.736816
	Iteration 0F: 3 clusters Score -1368046 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1371052.250000 Penalty: 4703.736816
	Iteration 1F: 3 clusters Score -1371052 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1371389.500000 Penalty: 4703.736816
	Iteration 2F: 3 clusters Score -1371390 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1371675.750000 Penalty: 4703.736816
	Iteration 3Q: 3 clusters Score -1371676 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1371934.125000 Penalty: 4703.736816
	Iteration 4Q: 3 clusters Score -1371934 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1372192.875000 Penalty: 4703.736816
	Iteration 5Q: 3 clusters Score -1372193 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1372502.125000 Penalty: 4703.736816
	Iteration 6Q: 3 clusters Score -1372502 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1372835.625000 Penalty: 4703.736816
	Iteration 7Q: 3 clusters Score -1372836 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1373134.125000 Penalty: 4703.736816
	Iteration 8Q: 3 clusters Score -1373134 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1373391.000000 Penalty: 4703.736816
	Iteration 9Q: 3 clusters Score -1373391 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1373645.125000 Penalty: 4703.736816
	Iteration 10Q: 3 clusters Score -1373645 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1373863.000000 Penalty: 4703.736816
	Iteration 11Q: 3 clusters Score -1373863 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1374048.000000 Penalty: 4703.736816
	Iteration 12Q: 3 clusters Score -1374048 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1374215.250000 Penalty: 4703.736816
	Iteration 13Q: 3 clusters Score -1374215 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1374376.000000 Penalty: 4703.736816
	Iteration 14Q: 3 clusters Score -1374376 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1374519.000000 Penalty: 4703.736816
	Iteration 15Q: 3 clusters Score -1374519 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1374629.000000 Penalty: 4703.736816
	Iteration 16Q: 3 clusters Score -1374629 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1374711.875000 Penalty: 4703.736816
	Iteration 17Q: 3 clusters Score -1374712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1374786.500000 Penalty: 4703.736816
	Iteration 18Q: 3 clusters Score -1374786 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1374860.500000 Penalty: 4703.736816
	Iteration 19Q: 3 clusters Score -1374860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1374923.250000 Penalty: 4703.736816
	Iteration 20F: 3 clusters Score -1374923 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1374968.375000 Penalty: 4703.736816
	Iteration 21Q: 3 clusters Score -1374968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1375004.500000 Penalty: 4703.736816
	Iteration 22Q: 3 clusters Score -1375004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1375048.000000 Penalty: 4703.736816
	Iteration 23Q: 3 clusters Score -1375048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1375097.875000 Penalty: 4703.736816
	Iteration 24Q: 3 clusters Score -1375098 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1375153.750000 Penalty: 4703.736816
	Iteration 25Q: 3 clusters Score -1375154 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1375196.750000 Penalty: 4703.736816
	Iteration 26Q: 3 clusters Score -1375197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1375246.000000 Penalty: 4703.736816
	Iteration 27Q: 3 clusters Score -1375246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1375296.875000 Penalty: 4703.736816
	Iteration 28Q: 3 clusters Score -1375297 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1375348.125000 Penalty: 4703.736816
	Iteration 29Q: 3 clusters Score -1375348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1375395.000000 Penalty: 4703.736816
	Iteration 30Q: 3 clusters Score -1375395 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1375458.875000 Penalty: 4703.736816
	Iteration 31Q: 3 clusters Score -1375459 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1375520.375000 Penalty: 4703.736816
	Iteration 32Q: 3 clusters Score -1375520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1375575.875000 Penalty: 4703.736816
	Iteration 33Q: 3 clusters Score -1375576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1375622.750000 Penalty: 4703.736816
	Iteration 34Q: 3 clusters Score -1375623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1375680.875000 Penalty: 4703.736816
	Iteration 35Q: 3 clusters Score -1375681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1375739.500000 Penalty: 4703.736816
	Iteration 36Q: 3 clusters Score -1375740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1375793.125000 Penalty: 4703.736816
	Iteration 37Q: 3 clusters Score -1375793 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1375846.000000 Penalty: 4703.736816
	Iteration 38Q: 3 clusters Score -1375846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1375882.875000 Penalty: 4703.736816
	Iteration 39Q: 3 clusters Score -1375883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1375913.625000 Penalty: 4703.736816
	Iteration 40F: 3 clusters Score -1375914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1375936.375000 Penalty: 4703.736816
	Iteration 41Q: 3 clusters Score -1375936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1375959.000000 Penalty: 4703.736816
	Iteration 42Q: 3 clusters Score -1375959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1375975.000000 Penalty: 4703.736816
	Iteration 43Q: 3 clusters Score -1375975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1375989.625000 Penalty: 4703.736816
	Iteration 44Q: 3 clusters Score -1375990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1376000.000000 Penalty: 4703.736816
	Iteration 45Q: 3 clusters Score -1376000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1376003.625000 Penalty: 4703.736816
	Iteration 46Q: 3 clusters Score -1376004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1376007.375000 Penalty: 4703.736816
	Iteration 47Q: 3 clusters Score -1376007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1376008.125000 Penalty: 4703.736816
	Iteration 48Q: 3 clusters Score -1376008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1376010.750000 Penalty: 4703.736816
	Iteration 49Q: 3 clusters Score -1376011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1376011.000000 Penalty: 4703.736816
	Iteration 50Q: 3 clusters Score -1376011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1376014.500000 Penalty: 4703.736816
	Iteration 51Q: 3 clusters Score -1376014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1376018.000000 Penalty: 4703.736816
	Iteration 52Q: 3 clusters Score -1376018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1376018.875000 Penalty: 4703.736816
	Iteration 53Q: 3 clusters Score -1376019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1376018.125000 Penalty: 4703.736816
	Iteration 54Q: 3 clusters Score -1376018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1376019.000000 Penalty: 4703.736816
	Iteration 55Q: 3 clusters Score -1376019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1376022.750000 Penalty: 4703.736816
	Iteration 56Q: 3 clusters Score -1376023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1376023.875000 Penalty: 4703.736816
	Iteration 57Q: 3 clusters Score -1376024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1376024.500000 Penalty: 4703.736816
	Iteration 58Q: 3 clusters Score -1376024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1376025.625000 Penalty: 4703.736816
	Iteration 59Q: 3 clusters Score -1376026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1376025.250000 Penalty: 4703.736816
	Iteration 60F: 3 clusters Score -1376025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1376024.500000 Penalty: 4703.736816
	Iteration 61Q: 3 clusters Score -1376024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1376024.500000 Penalty: 4703.736816
	Iteration 62F: 3 clusters Score -1376024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -578162.625000 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -578162.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -573589.812500 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -573589.8 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -574667.937500 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -574667.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -574870.250000 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -574870.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -574983.062500 Penalty: 4240.439453
	Iteration 3Q: 3 clusters Score -574983.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -575055.312500 Penalty: 4240.439453
	Iteration 4Q: 3 clusters Score -575055.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -575112.875000 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -575112.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -575156.250000 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -575156.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -575193.000000 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -575193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -575220.687500 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -575220.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -575239.187500 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -575239.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -575254.625000 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -575254.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -575267.062500 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -575267.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -575276.562500 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -575276.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -575286.625000 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -575286.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -575297.312500 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -575297.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -575303.187500 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -575303.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -575312.875000 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -575312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -575320.187500 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -575320.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -575329.500000 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -575329.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -575332.062500 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -575332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -575336.937500 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -575336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -575340.562500 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -575340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -575344.875000 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -575344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -575346.375000 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -575346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -575350.250000 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -575350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -575352.937500 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -575352.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -575355.187500 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -575355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -575357.500000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -575357.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -575359.375000 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -575359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -575361.500000 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -575361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -575365.250000 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -575365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -575367.187500 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -575367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -575370.812500 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -575370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -575372.625000 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -575372.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -575374.937500 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -575374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -575376.875000 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -575376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -575379.000000 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -575379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -575380.375000 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -575380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -575382.125000 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -575382.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -575383.875000 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -575383.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -575386.812500 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -575386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -575390.250000 Penalty: 4240.439453
	Iteration 41Q: 3 clusters Score -575390.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -575392.437500 Penalty: 4240.439453
	Iteration 42Q: 3 clusters Score -575392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -575393.812500 Penalty: 4240.439453
	Iteration 43Q: 3 clusters Score -575393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -575397.312500 Penalty: 4240.439453
	Iteration 44Q: 3 clusters Score -575397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -575398.562500 Penalty: 4240.439453
	Iteration 45Q: 3 clusters Score -575398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -575403.125000 Penalty: 4240.439453
	Iteration 46Q: 3 clusters Score -575403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -575404.187500 Penalty: 4240.439453
	Iteration 47Q: 3 clusters Score -575404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -575406.875000 Penalty: 4240.439453
	Iteration 48Q: 3 clusters Score -575406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -575408.812500 Penalty: 4240.439453
	Iteration 49Q: 3 clusters Score -575408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -575410.750000 Penalty: 4240.439453
	Iteration 50Q: 3 clusters Score -575410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -575415.937500 Penalty: 4240.439453
	Iteration 51Q: 3 clusters Score -575415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -575419.000000 Penalty: 4240.439453
	Iteration 52Q: 3 clusters Score -575419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -575421.375000 Penalty: 4240.439453
	Iteration 53Q: 3 clusters Score -575421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -575422.437500 Penalty: 4240.439453
	Iteration 54Q: 3 clusters Score -575422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -575425.375000 Penalty: 4240.439453
	Iteration 55Q: 3 clusters Score -575425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -575429.812500 Penalty: 4240.439453
	Iteration 56Q: 3 clusters Score -575429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -575431.687500 Penalty: 4240.439453
	Iteration 57Q: 3 clusters Score -575431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -575435.500000 Penalty: 4240.439453
	Iteration 58Q: 3 clusters Score -575435.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -575439.687500 Penalty: 4240.439453
	Iteration 59Q: 3 clusters Score -575439.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -575447.812500 Penalty: 4240.439453
	Iteration 60F: 3 clusters Score -575447.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -575457.750000 Penalty: 4240.439453
	Iteration 61Q: 3 clusters Score -575457.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -575465.937500 Penalty: 4240.439453
	Iteration 62Q: 3 clusters Score -575465.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -575473.375000 Penalty: 4240.439453
	Iteration 63Q: 3 clusters Score -575473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -575479.437500 Penalty: 4240.439453
	Iteration 64Q: 3 clusters Score -575479.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -575492.562500 Penalty: 4240.439453
	Iteration 65Q: 3 clusters Score -575492.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -575504.312500 Penalty: 4240.439453
	Iteration 66Q: 3 clusters Score -575504.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -575513.750000 Penalty: 4240.439453
	Iteration 67Q: 3 clusters Score -575513.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -575525.812500 Penalty: 4240.439453
	Iteration 68Q: 3 clusters Score -575525.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -575540.125000 Penalty: 4240.439453
	Iteration 69Q: 3 clusters Score -575540.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -575554.937500 Penalty: 4240.439453
	Iteration 70Q: 3 clusters Score -575554.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -575567.625000 Penalty: 4240.439453
	Iteration 71Q: 3 clusters Score -575567.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -575582.312500 Penalty: 4240.439453
	Iteration 72Q: 3 clusters Score -575582.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -575596.812500 Penalty: 4240.439453
	Iteration 73Q: 3 clusters Score -575596.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -575610.062500 Penalty: 4240.439453
	Iteration 74Q: 3 clusters Score -575610.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -575618.687500 Penalty: 4240.439453
	Iteration 75Q: 3 clusters Score -575618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -575629.062500 Penalty: 4240.439453
	Iteration 76Q: 3 clusters Score -575629.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -575638.062500 Penalty: 4240.439453
	Iteration 77Q: 3 clusters Score -575638.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -575651.500000 Penalty: 4240.439453
	Iteration 78Q: 3 clusters Score -575651.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -575665.875000 Penalty: 4240.439453
	Iteration 79Q: 3 clusters Score -575665.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -575678.625000 Penalty: 4240.439453
	Iteration 80F: 3 clusters Score -575678.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -575691.187500 Penalty: 4240.439453
	Iteration 81Q: 3 clusters Score -575691.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -575708.187500 Penalty: 4240.439453
	Iteration 82Q: 3 clusters Score -575708.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575729.187500 Penalty: 4240.439453
	Iteration 83Q: 3 clusters Score -575729.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -575749.937500 Penalty: 4240.439453
	Iteration 84Q: 3 clusters Score -575749.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -575771.687500 Penalty: 4240.439453
	Iteration 85Q: 3 clusters Score -575771.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -575794.687500 Penalty: 4240.439453
	Iteration 86Q: 3 clusters Score -575794.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -575821.375000 Penalty: 4240.439453
	Iteration 87Q: 3 clusters Score -575821.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -575849.812500 Penalty: 4240.439453
	Iteration 88Q: 3 clusters Score -575849.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -575887.812500 Penalty: 4240.439453
	Iteration 89Q: 3 clusters Score -575887.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -575931.875000 Penalty: 4240.439453
	Iteration 90Q: 3 clusters Score -575931.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -575977.625000 Penalty: 4240.439453
	Iteration 91Q: 3 clusters Score -575977.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -576023.750000 Penalty: 4240.439453
	Iteration 92Q: 3 clusters Score -576023.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -576063.125000 Penalty: 4240.439453
	Iteration 93Q: 3 clusters Score -576063.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -576096.187500 Penalty: 4240.439453
	Iteration 94Q: 3 clusters Score -576096.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -576128.562500 Penalty: 4240.439453
	Iteration 95Q: 3 clusters Score -576128.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -576155.375000 Penalty: 4240.439453
	Iteration 96Q: 3 clusters Score -576155.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -576178.562500 Penalty: 4240.439453
	Iteration 97Q: 3 clusters Score -576178.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -576202.375000 Penalty: 4240.439453
	Iteration 98Q: 3 clusters Score -576202.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -576216.625000 Penalty: 4240.439453
	Iteration 99Q: 3 clusters Score -576216.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -576235.687500 Penalty: 4240.439453
	Iteration 100F: 3 clusters Score -576235.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -576251.812500 Penalty: 4240.439453
	Iteration 101Q: 3 clusters Score -576251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -576268.937500 Penalty: 4240.439453
	Iteration 102Q: 3 clusters Score -576268.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -576284.187500 Penalty: 4240.439453
	Iteration 103Q: 3 clusters Score -576284.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -576295.750000 Penalty: 4240.439453
	Iteration 104Q: 3 clusters Score -576295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -576310.125000 Penalty: 4240.439453
	Iteration 105Q: 3 clusters Score -576310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -576313.812500 Penalty: 4240.439453
	Iteration 106Q: 3 clusters Score -576313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -576318.625000 Penalty: 4240.439453
	Iteration 107Q: 3 clusters Score -576318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -576324.375000 Penalty: 4240.439453
	Iteration 108Q: 3 clusters Score -576324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -576329.500000 Penalty: 4240.439453
	Iteration 109Q: 3 clusters Score -576329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -576335.250000 Penalty: 4240.439453
	Iteration 110Q: 3 clusters Score -576335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -576339.562500 Penalty: 4240.439453
	Iteration 111Q: 3 clusters Score -576339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -576343.125000 Penalty: 4240.439453
	Iteration 112Q: 3 clusters Score -576343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -576345.687500 Penalty: 4240.439453
	Iteration 113Q: 3 clusters Score -576345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -576347.375000 Penalty: 4240.439453
	Iteration 114Q: 3 clusters Score -576347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -576348.000000 Penalty: 4240.439453
	Iteration 115Q: 3 clusters Score -576348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -576348.687500 Penalty: 4240.439453
	Iteration 116Q: 3 clusters Score -576348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -576348.687500 Penalty: 4240.439453
	Iteration 117F: 3 clusters Score -576348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Entering Unmasked Estep 
Score: -3653429.750000 Penalty: 2578.439209
	Iteration 0F: 2 clusters Score -3653430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3630995.500000 Penalty: 5156.878418
	Iteration 0F: 3 clusters Score -3630996 nChanged 14944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3639664.250000 Penalty: 5156.878418
	Iteration 1F: 3 clusters Score -3639664 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3640784.000000 Penalty: 5156.878418
	Iteration 2F: 3 clusters Score -3640784 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3642366.750000 Penalty: 5156.878418
	Iteration 3F: 3 clusters Score -3642367 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3644335.000000 Penalty: 5156.878418
	Iteration 4F: 3 clusters Score -3644335 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3646235.000000 Penalty: 5156.878418
	Iteration 5F: 3 clusters Score -3646235 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3647818.500000 Penalty: 5156.878418
	Iteration 6F: 3 clusters Score -3647818 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3648853.250000 Penalty: 5156.878418
	Iteration 7Q: 3 clusters Score -3648853 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3649562.750000 Penalty: 5156.878418
	Iteration 8Q: 3 clusters Score -3649563 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3650037.500000 Penalty: 5156.878418
	Iteration 9Q: 3 clusters Score -3650038 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3650355.000000 Penalty: 5156.878418
	Iteration 10Q: 3 clusters Score -3650355 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3650609.000000 Penalty: 5156.878418
	Iteration 11Q: 3 clusters Score -3650609 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3650781.250000 Penalty: 5156.878418
	Iteration 12Q: 3 clusters Score -3650781 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3650910.750000 Penalty: 5156.878418
	Iteration 13Q: 3 clusters Score -3650911 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3651016.750000 Penalty: 5156.878418
	Iteration 14Q: 3 clusters Score -3651017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3651114.500000 Penalty: 5156.878418
	Iteration 15Q: 3 clusters Score -3651114 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3651174.000000 Penalty: 5156.878418
	Iteration 16Q: 3 clusters Score -3651174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3651209.500000 Penalty: 5156.878418
	Iteration 17Q: 3 clusters Score -3651210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3651253.000000 Penalty: 5156.878418
	Iteration 18Q: 3 clusters Score -3651253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3651273.750000 Penalty: 5156.878418
	Iteration 19Q: 3 clusters Score -3651274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3651297.000000 Penalty: 5156.878418
	Iteration 20F: 3 clusters Score -3651297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3651314.250000 Penalty: 5156.878418
	Iteration 21Q: 3 clusters Score -3651314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3651330.500000 Penalty: 5156.878418
	Iteration 22Q: 3 clusters Score -3651330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3651350.500000 Penalty: 5156.878418
	Iteration 23Q: 3 clusters Score -3651350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3651371.500000 Penalty: 5156.878418
	Iteration 24Q: 3 clusters Score -3651372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3651387.500000 Penalty: 5156.878418
	Iteration 25Q: 3 clusters Score -3651388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3651399.250000 Penalty: 5156.878418
	Iteration 26Q: 3 clusters Score -3651399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3651409.250000 Penalty: 5156.878418
	Iteration 27Q: 3 clusters Score -3651409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3651411.750000 Penalty: 5156.878418
	Iteration 28Q: 3 clusters Score -3651412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3651411.500000 Penalty: 5156.878418
	Iteration 29Q: 3 clusters Score -3651412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3651414.000000 Penalty: 5156.878418
	Iteration 30Q: 3 clusters Score -3651414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3651418.500000 Penalty: 5156.878418
	Iteration 31Q: 3 clusters Score -3651418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3651428.750000 Penalty: 5156.878418
	Iteration 32Q: 3 clusters Score -3651429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3651430.250000 Penalty: 5156.878418
	Iteration 33Q: 3 clusters Score -3651430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3651441.500000 Penalty: 5156.878418
	Iteration 34Q: 3 clusters Score -3651442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3651441.500000 Penalty: 5156.878418
	Iteration 35Q: 3 clusters Score -3651442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3651434.750000 Penalty: 5156.878418
	Iteration 36Q: 3 clusters Score -3651435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3651440.250000 Penalty: 5156.878418
	Iteration 37Q: 3 clusters Score -3651440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3651440.000000 Penalty: 5156.878418
	Iteration 38Q: 3 clusters Score -3651440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3651445.000000 Penalty: 5156.878418
	Iteration 39Q: 3 clusters Score -3651445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3651448.000000 Penalty: 5156.878418
	Iteration 40F: 3 clusters Score -3651448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3651451.500000 Penalty: 5156.878418
	Iteration 41Q: 3 clusters Score -3651452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3651446.000000 Penalty: 5156.878418
	Iteration 42Q: 3 clusters Score -3651446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3651450.500000 Penalty: 5156.878418
	Iteration 43Q: 3 clusters Score -3651450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3651455.000000 Penalty: 5156.878418
	Iteration 44Q: 3 clusters Score -3651455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3651452.750000 Penalty: 5156.878418
	Iteration 45Q: 3 clusters Score -3651453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3651451.750000 Penalty: 5156.878418
	Iteration 46Q: 3 clusters Score -3651452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3651455.750000 Penalty: 5156.878418
	Iteration 47Q: 3 clusters Score -3651456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3651458.250000 Penalty: 5156.878418
	Iteration 48Q: 3 clusters Score -3651458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3651454.250000 Penalty: 5156.878418
	Iteration 49Q: 3 clusters Score -3651454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3651457.500000 Penalty: 5156.878418
	Iteration 50Q: 3 clusters Score -3651458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3651455.000000 Penalty: 5156.878418
	Iteration 51Q: 3 clusters Score -3651455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3651453.000000 Penalty: 5156.878418
	Iteration 52Q: 3 clusters Score -3651453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3651457.750000 Penalty: 5156.878418
	Iteration 53Q: 3 clusters Score -3651458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3651461.250000 Penalty: 5156.878418
	Iteration 54Q: 3 clusters Score -3651461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3651461.250000 Penalty: 5156.878418
	Iteration 55F: 3 clusters Score -3651461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -1785282.625000 Penalty: 2394.239746
	Iteration 0F: 2 clusters Score -1785283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1774020.875000 Penalty: 4788.479492
	Iteration 0F: 3 clusters Score -1774021 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1777466.500000 Penalty: 4788.479492
	Iteration 1F: 3 clusters Score -1777466 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1777887.750000 Penalty: 4788.479492
	Iteration 2F: 3 clusters Score -1777888 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1778289.375000 Penalty: 4788.479492
	Iteration 3F: 3 clusters Score -1778289 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1778709.125000 Penalty: 4788.479492
	Iteration 4F: 3 clusters Score -1778709 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1779179.500000 Penalty: 4788.479492
	Iteration 5F: 3 clusters Score -1779180 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1779747.250000 Penalty: 4788.479492
	Iteration 6F: 3 clusters Score -1779747 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1780312.000000 Penalty: 4788.479492
	Iteration 7F: 3 clusters Score -1780312 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1780813.500000 Penalty: 4788.479492
	Iteration 8F: 3 clusters Score -1780814 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1781293.375000 Penalty: 4788.479492
	Iteration 9Q: 3 clusters Score -1781293 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1781696.250000 Penalty: 4788.479492
	Iteration 10Q: 3 clusters Score -1781696 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1782064.000000 Penalty: 4788.479492
	Iteration 11Q: 3 clusters Score -1782064 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1782375.750000 Penalty: 4788.479492
	Iteration 12Q: 3 clusters Score -1782376 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1782620.875000 Penalty: 4788.479492
	Iteration 13Q: 3 clusters Score -1782621 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1782803.750000 Penalty: 4788.479492
	Iteration 14Q: 3 clusters Score -1782804 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1782943.625000 Penalty: 4788.479492
	Iteration 15Q: 3 clusters Score -1782944 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1783057.875000 Penalty: 4788.479492
	Iteration 16Q: 3 clusters Score -1783058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1783144.125000 Penalty: 4788.479492
	Iteration 17Q: 3 clusters Score -1783144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1783208.625000 Penalty: 4788.479492
	Iteration 18Q: 3 clusters Score -1783209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1783259.875000 Penalty: 4788.479492
	Iteration 19Q: 3 clusters Score -1783260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1783292.875000 Penalty: 4788.479492
	Iteration 20F: 3 clusters Score -1783293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1783314.750000 Penalty: 4788.479492
	Iteration 21Q: 3 clusters Score -1783315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1783333.375000 Penalty: 4788.479492
	Iteration 22Q: 3 clusters Score -1783333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1783349.500000 Penalty: 4788.479492
	Iteration 23Q: 3 clusters Score -1783350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1783354.500000 Penalty: 4788.479492
	Iteration 24Q: 3 clusters Score -1783354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1783357.625000 Penalty: 4788.479492
	Iteration 25Q: 3 clusters Score -1783358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1783359.500000 Penalty: 4788.479492
	Iteration 26Q: 3 clusters Score -1783360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1783362.625000 Penalty: 4788.479492
	Iteration 27Q: 3 clusters Score -1783363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1783364.750000 Penalty: 4788.479492
	Iteration 28Q: 3 clusters Score -1783365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1783366.625000 Penalty: 4788.479492
	Iteration 29Q: 3 clusters Score -1783367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1783367.875000 Penalty: 4788.479492
	Iteration 30Q: 3 clusters Score -1783368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1783367.125000 Penalty: 4788.479492
	Iteration 31Q: 3 clusters Score -1783367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1783368.250000 Penalty: 4788.479492
	Iteration 32Q: 3 clusters Score -1783368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1783370.750000 Penalty: 4788.479492
	Iteration 33Q: 3 clusters Score -1783371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1783370.750000 Penalty: 4788.479492
	Iteration 34F: 3 clusters Score -1783371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24109.410156 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24109.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24206.626953 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24206.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24260.554688 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24260.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24288.660156 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24288.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24307.845703 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24307.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24328.417969 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24328.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24361.550781 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24361.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24387.156250 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24387.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24432.736328 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24432.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24457.658203 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24457.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24462.996094 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24465.292969 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24465.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24473.837891 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24473.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24476.007812 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -24476.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24486.402344 Penalty: 2815.669922
	Iteration 14Q: 3 clusters Score -24486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24493.564453 Penalty: 2815.669922
	Iteration 15Q: 3 clusters Score -24493.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24497.064453 Penalty: 2815.669922
	Iteration 16Q: 3 clusters Score -24497.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24499.744141 Penalty: 2815.669922
	Iteration 17Q: 3 clusters Score -24499.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24499.744141 Penalty: 2815.669922
	Iteration 18F: 3 clusters Score -24499.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -52143.898438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -52143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50606.253906 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -50606.25 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50794.105469 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -50794.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50862.390625 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -50862.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50917.132812 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -50917.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50942.039062 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -50942.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50951.167969 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -50951.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50959.687500 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -50959.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50964.183594 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -50964.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50966.179688 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -50966.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50969.500000 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -50969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50969.500000 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -50969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Entering Unmasked Estep 
Score: -12307361.000000 Penalty: 2875.855225
	Iteration 0F: 2 clusters Score -1.230736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -12234794.000000 Penalty: 5751.710449
	Iteration 0F: 3 clusters Score -1.223479e+07 nChanged 51436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -12263966.000000 Penalty: 5751.710449
	Iteration 1F: 3 clusters Score -1.226397e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -12264639.000000 Penalty: 5751.710449
	Iteration 2Q: 3 clusters Score -1.226464e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -12265420.000000 Penalty: 5751.710449
	Iteration 3Q: 3 clusters Score -1.226542e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -12266387.000000 Penalty: 5751.710449
	Iteration 4Q: 3 clusters Score -1.226639e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -12267385.000000 Penalty: 5751.710449
	Iteration 5Q: 3 clusters Score -1.226738e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -12268614.000000 Penalty: 5751.710449
	Iteration 6Q: 3 clusters Score -1.226861e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -12269975.000000 Penalty: 5751.710449
	Iteration 7Q: 3 clusters Score -1.226998e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -12271714.000000 Penalty: 5751.710449
	Iteration 8Q: 3 clusters Score -1.227171e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -12273328.000000 Penalty: 5751.710449
	Iteration 9Q: 3 clusters Score -1.227333e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -12275066.000000 Penalty: 5751.710449
	Iteration 10Q: 3 clusters Score -1.227507e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -12276483.000000 Penalty: 5751.710449
	Iteration 11Q: 3 clusters Score -1.227648e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -12277711.000000 Penalty: 5751.710449
	Iteration 12Q: 3 clusters Score -1.227771e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -12278632.000000 Penalty: 5751.710449
	Iteration 13Q: 3 clusters Score -1.227863e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -12279080.000000 Penalty: 5751.710449
	Iteration 14Q: 3 clusters Score -1.227908e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -12279496.000000 Penalty: 5751.710449
	Iteration 15Q: 3 clusters Score -1.22795e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -12279734.000000 Penalty: 5751.710449
	Iteration 16Q: 3 clusters Score -1.227973e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -12279929.000000 Penalty: 5751.710449
	Iteration 17Q: 3 clusters Score -1.227993e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -12280076.000000 Penalty: 5751.710449
	Iteration 18Q: 3 clusters Score -1.228008e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -12280285.000000 Penalty: 5751.710449
	Iteration 19Q: 3 clusters Score -1.228028e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -12280473.000000 Penalty: 5751.710449
	Iteration 20F: 3 clusters Score -1.228047e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -12280727.000000 Penalty: 5751.710449
	Iteration 21Q: 3 clusters Score -1.228073e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -12281021.000000 Penalty: 5751.710449
	Iteration 22Q: 3 clusters Score -1.228102e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -12281382.000000 Penalty: 5751.710449
	Iteration 23Q: 3 clusters Score -1.228138e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -12281932.000000 Penalty: 5751.710449
	Iteration 24Q: 3 clusters Score -1.228193e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -12282755.000000 Penalty: 5751.710449
	Iteration 25Q: 3 clusters Score -1.228276e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -12283769.000000 Penalty: 5751.710449
	Iteration 26Q: 3 clusters Score -1.228377e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -12285176.000000 Penalty: 5751.710449
	Iteration 27Q: 3 clusters Score -1.228518e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -12286868.000000 Penalty: 5751.710449
	Iteration 28Q: 3 clusters Score -1.228687e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -12289283.000000 Penalty: 5751.710449
	Iteration 29Q: 3 clusters Score -1.228928e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -12292321.000000 Penalty: 5751.710449
	Iteration 30Q: 3 clusters Score -1.229232e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -12296025.000000 Penalty: 5751.710449
	Iteration 31Q: 3 clusters Score -1.229602e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -12300141.000000 Penalty: 5751.710449
	Iteration 32Q: 3 clusters Score -1.230014e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 106682 members 
Entering Unmasked Estep 
Score: -12302899.000000 Penalty: 5751.710449
	Iteration 33Q: 3 clusters Score -1.23029e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -12304122.000000 Penalty: 5751.710449
	Iteration 34Q: 3 clusters Score -1.230412e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -12304522.000000 Penalty: 5751.710449
	Iteration 35Q: 3 clusters Score -1.230452e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -12304660.000000 Penalty: 5751.710449
	Iteration 36Q: 3 clusters Score -1.230466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -12304745.000000 Penalty: 5751.710449
	Iteration 37Q: 3 clusters Score -1.230474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -12304829.000000 Penalty: 5751.710449
	Iteration 38Q: 3 clusters Score -1.230483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 108358 members 
Entering Unmasked Estep 
Score: -12304866.000000 Penalty: 5751.710449
	Iteration 39Q: 3 clusters Score -1.230487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -12304901.000000 Penalty: 5751.710449
	Iteration 40F: 3 clusters Score -1.23049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -12304914.000000 Penalty: 5751.710449
	Iteration 41Q: 3 clusters Score -1.230491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -12304934.000000 Penalty: 5751.710449
	Iteration 42Q: 3 clusters Score -1.230493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -12304948.000000 Penalty: 5751.710449
	Iteration 43Q: 3 clusters Score -1.230495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -12304951.000000 Penalty: 5751.710449
	Iteration 44Q: 3 clusters Score -1.230495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -12304962.000000 Penalty: 5751.710449
	Iteration 45Q: 3 clusters Score -1.230496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -12304970.000000 Penalty: 5751.710449
	Iteration 46Q: 3 clusters Score -1.230497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -12304967.000000 Penalty: 5751.710449
	Iteration 47Q: 3 clusters Score -1.230497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -12304968.000000 Penalty: 5751.710449
	Iteration 48Q: 3 clusters Score -1.230497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -12304964.000000 Penalty: 5751.710449
	Iteration 49Q: 3 clusters Score -1.230496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -12304977.000000 Penalty: 5751.710449
	Iteration 50Q: 3 clusters Score -1.230498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -12304981.000000 Penalty: 5751.710449
	Iteration 51Q: 3 clusters Score -1.230498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -12304972.000000 Penalty: 5751.710449
	Iteration 52Q: 3 clusters Score -1.230497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -12304983.000000 Penalty: 5751.710449
	Iteration 53Q: 3 clusters Score -1.230498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -12304983.000000 Penalty: 5751.710449
	Iteration 54F: 3 clusters Score -1.230498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127665.226562 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127665.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127980.304688 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -127980.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128078.656250 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128078.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128118.195312 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128138.156250 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128157.460938 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128170.132812 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128179.273438 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128179.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -128185.882812 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -128185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128196.312500 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -128196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128200.343750 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -128200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128202.531250 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -128202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128203.265625 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -128203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128205.062500 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -128205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128205.828125 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -128205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128205.828125 Penalty: 3510.020264
	Iteration 15F: 3 clusters Score -128205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -2075929.125000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -2075929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2062859.000000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -2062859 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2066962.875000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -2066963 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2067422.750000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -2067423 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2067795.750000 Penalty: 4878.528809
	Iteration 3Q: 3 clusters Score -2067796 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2068183.875000 Penalty: 4878.528809
	Iteration 4Q: 3 clusters Score -2068184 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2068587.625000 Penalty: 4878.528809
	Iteration 5Q: 3 clusters Score -2068588 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2069001.250000 Penalty: 4878.528809
	Iteration 6Q: 3 clusters Score -2069001 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2069405.500000 Penalty: 4878.528809
	Iteration 7Q: 3 clusters Score -2069406 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2069814.625000 Penalty: 4878.528809
	Iteration 8Q: 3 clusters Score -2069815 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2070220.875000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -2070221 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2070593.125000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -2070593 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2070950.375000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -2070950 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2071264.375000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -2071264 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2071564.750000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -2071565 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2071827.875000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -2071828 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2072155.125000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -2072155 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2072528.375000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -2072528 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2072902.875000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -2072903 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2073292.125000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -2073292 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2073629.250000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -2073629 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2073894.375000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -2073894 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2074106.625000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -2074107 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2074286.625000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -2074287 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2074476.625000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -2074477 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2074659.125000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -2074659 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2074876.000000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -2074876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2075045.375000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -2075045 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2075202.500000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -2075202 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2075313.375000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -2075313 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2075401.250000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -2075401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2075460.125000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -2075460 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2075495.875000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -2075496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2075512.000000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -2075512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2075523.125000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -2075523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2075543.500000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -2075544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2075554.125000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -2075554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2075561.625000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -2075562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2075560.875000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -2075561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2075564.625000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -2075565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2075568.625000 Penalty: 4878.528809
	Iteration 39Q: 3 clusters Score -2075569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2075578.250000 Penalty: 4878.528809
	Iteration 40F: 3 clusters Score -2075578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2075581.750000 Penalty: 4878.528809
	Iteration 41Q: 3 clusters Score -2075582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2075583.000000 Penalty: 4878.528809
	Iteration 42Q: 3 clusters Score -2075583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2075586.375000 Penalty: 4878.528809
	Iteration 43Q: 3 clusters Score -2075586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2075585.375000 Penalty: 4878.528809
	Iteration 44Q: 3 clusters Score -2075585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2075586.000000 Penalty: 4878.528809
	Iteration 45Q: 3 clusters Score -2075586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2075585.250000 Penalty: 4878.528809
	Iteration 46Q: 3 clusters Score -2075585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2075585.250000 Penalty: 4878.528809
	Iteration 47Q: 3 clusters Score -2075585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2075591.250000 Penalty: 4878.528809
	Iteration 48Q: 3 clusters Score -2075591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2075590.875000 Penalty: 4878.528809
	Iteration 49Q: 3 clusters Score -2075591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2075587.000000 Penalty: 4878.528809
	Iteration 50Q: 3 clusters Score -2075587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2075588.875000 Penalty: 4878.528809
	Iteration 51Q: 3 clusters Score -2075589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2075590.375000 Penalty: 4878.528809
	Iteration 52Q: 3 clusters Score -2075590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2075591.375000 Penalty: 4878.528809
	Iteration 53Q: 3 clusters Score -2075591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2075592.125000 Penalty: 4878.528809
	Iteration 54Q: 3 clusters Score -2075592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2075591.375000 Penalty: 4878.528809
	Iteration 55Q: 3 clusters Score -2075591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2075595.750000 Penalty: 4878.528809
	Iteration 56Q: 3 clusters Score -2075596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2075600.000000 Penalty: 4878.528809
	Iteration 57Q: 3 clusters Score -2075600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2075600.875000 Penalty: 4878.528809
	Iteration 58Q: 3 clusters Score -2075601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2075598.625000 Penalty: 4878.528809
	Iteration 59Q: 3 clusters Score -2075599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2075600.875000 Penalty: 4878.528809
	Iteration 60F: 3 clusters Score -2075601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2075602.750000 Penalty: 4878.528809
	Iteration 61Q: 3 clusters Score -2075603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2075601.250000 Penalty: 4878.528809
	Iteration 62Q: 3 clusters Score -2075601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2075600.625000 Penalty: 4878.528809
	Iteration 63Q: 3 clusters Score -2075601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2075601.750000 Penalty: 4878.528809
	Iteration 64Q: 3 clusters Score -2075602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2075602.250000 Penalty: 4878.528809
	Iteration 65Q: 3 clusters Score -2075602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2075600.625000 Penalty: 4878.528809
	Iteration 66Q: 3 clusters Score -2075601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2075605.250000 Penalty: 4878.528809
	Iteration 67Q: 3 clusters Score -2075605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2075603.500000 Penalty: 4878.528809
	Iteration 68Q: 3 clusters Score -2075604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2075600.875000 Penalty: 4878.528809
	Iteration 69Q: 3 clusters Score -2075601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2075602.500000 Penalty: 4878.528809
	Iteration 70Q: 3 clusters Score -2075602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2075602.500000 Penalty: 4878.528809
	Iteration 71F: 3 clusters Score -2075602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -592327.812500 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -592327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -587202.375000 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -587202.4 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -588581.437500 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -588581.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -588931.000000 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -588931 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -589224.250000 Penalty: 4309.890625
	Iteration 3F: 3 clusters Score -589224.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -589444.125000 Penalty: 4309.890625
	Iteration 4F: 3 clusters Score -589444.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -589610.125000 Penalty: 4309.890625
	Iteration 5Q: 3 clusters Score -589610.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -589751.000000 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -589751 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -589903.250000 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -589903.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -590017.812500 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -590017.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -590116.875000 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -590116.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -590195.750000 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -590195.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -590258.750000 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -590258.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -590309.687500 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -590309.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -590354.437500 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -590354.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -590411.937500 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -590411.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -590457.250000 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -590457.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -590518.562500 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -590518.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -590564.375000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -590564.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -590600.937500 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -590600.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -590623.687500 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -590623.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -590646.875000 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -590646.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -590676.437500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -590676.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -590701.125000 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -590701.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -590716.500000 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -590716.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -590735.875000 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -590735.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -590749.062500 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -590749.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -590758.937500 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -590758.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -590772.500000 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -590772.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -590786.000000 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -590786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -590800.375000 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -590800.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -590811.812500 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -590811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -590819.500000 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -590819.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -590827.062500 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -590827.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -590831.375000 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -590831.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -590836.250000 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -590836.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -590842.687500 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -590842.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -590848.000000 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -590848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -590850.562500 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -590850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -590854.750000 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -590854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -590859.625000 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -590859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -590865.125000 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -590865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -590868.062500 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -590868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -590868.687500 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -590868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -590871.250000 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -590871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -590872.437500 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -590872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -590874.937500 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -590874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -590877.312500 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -590877.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -590878.125000 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -590878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -590880.750000 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -590880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -590881.687500 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -590881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -590880.625000 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -590880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -590884.062500 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -590884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -590885.312500 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -590885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -590886.312500 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -590886.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -590888.312500 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -590888.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -590890.750000 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -590890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -590892.312500 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -590892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -590894.187500 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -590894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -590896.812500 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -590896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -590897.750000 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -590897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -590899.750000 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -590899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -590902.250000 Penalty: 4309.890625
	Iteration 61Q: 3 clusters Score -590902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -590906.312500 Penalty: 4309.890625
	Iteration 62Q: 3 clusters Score -590906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -590908.062500 Penalty: 4309.890625
	Iteration 63Q: 3 clusters Score -590908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -590911.875000 Penalty: 4309.890625
	Iteration 64Q: 3 clusters Score -590911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -590913.812500 Penalty: 4309.890625
	Iteration 65Q: 3 clusters Score -590913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -590915.125000 Penalty: 4309.890625
	Iteration 66Q: 3 clusters Score -590915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -590915.562500 Penalty: 4309.890625
	Iteration 67Q: 3 clusters Score -590915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -590916.125000 Penalty: 4309.890625
	Iteration 68Q: 3 clusters Score -590916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -590915.062500 Penalty: 4309.890625
	Iteration 69Q: 3 clusters Score -590915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -590914.812500 Penalty: 4309.890625
	Iteration 70Q: 3 clusters Score -590914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -590914.812500 Penalty: 4309.890625
	Iteration 71F: 3 clusters Score -590914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343510 members 
Entering Unmasked Estep 
Score: -38633764.000000 Penalty: 3161.248779
	Iteration 0F: 2 clusters Score -3.863376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -38435124.000000 Penalty: 6322.497559
	Iteration 0F: 3 clusters Score -3.843512e+07 nChanged 166646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 178673 members 
Entering Unmasked Estep 
Score: -38533600.000000 Penalty: 6322.497559
	Iteration 1F: 3 clusters Score -3.85336e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160915 members 
Mstep: Class 2 contains 182595 members 
Entering Unmasked Estep 
Score: -38535040.000000 Penalty: 6322.497559
	Iteration 2Q: 3 clusters Score -3.853504e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 188555 members 
Entering Unmasked Estep 
Score: -38537416.000000 Penalty: 6322.497559
	Iteration 3Q: 3 clusters Score -3.853742e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 197759 members 
Entering Unmasked Estep 
Score: -38541004.000000 Penalty: 6322.497559
	Iteration 4Q: 3 clusters Score -3.8541e+07 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131866 members 
Mstep: Class 2 contains 211644 members 
Entering Unmasked Estep 
Score: -38547764.000000 Penalty: 6322.497559
	Iteration 5Q: 3 clusters Score -3.854776e+07 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 231725 members 
Entering Unmasked Estep 
Score: -38559952.000000 Penalty: 6322.497559
	Iteration 6F: 3 clusters Score -3.855995e+07 nChanged 27319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 258814 members 
Entering Unmasked Estep 
Score: -38581168.000000 Penalty: 6322.497559
	Iteration 7F: 3 clusters Score -3.858117e+07 nChanged 30633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 289405 members 
Entering Unmasked Estep 
Score: -38608156.000000 Penalty: 6322.497559
	Iteration 8F: 3 clusters Score -3.860816e+07 nChanged 26663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 316068 members 
Entering Unmasked Estep 
Score: -38624112.000000 Penalty: 6322.497559
	Iteration 9F: 3 clusters Score -3.862411e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 332258 members 
Entering Unmasked Estep 
Score: -38629108.000000 Penalty: 6322.497559
	Iteration 10Q: 3 clusters Score -3.862911e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 339247 members 
Entering Unmasked Estep 
Score: -38630376.000000 Penalty: 6322.497559
	Iteration 11Q: 3 clusters Score -3.863038e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 341813 members 
Entering Unmasked Estep 
Score: -38630728.000000 Penalty: 6322.497559
	Iteration 12Q: 3 clusters Score -3.863073e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 342636 members 
Entering Unmasked Estep 
Score: -38630988.000000 Penalty: 6322.497559
	Iteration 13Q: 3 clusters Score -3.863099e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 342901 members 
Entering Unmasked Estep 
Score: -38631020.000000 Penalty: 6322.497559
	Iteration 14Q: 3 clusters Score -3.863102e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 343019 members 
Entering Unmasked Estep 
Score: -38631060.000000 Penalty: 6322.497559
	Iteration 15Q: 3 clusters Score -3.863106e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 343075 members 
Entering Unmasked Estep 
Score: -38631104.000000 Penalty: 6322.497559
	Iteration 16Q: 3 clusters Score -3.86311e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 343106 members 
Entering Unmasked Estep 
Score: -38631116.000000 Penalty: 6322.497559
	Iteration 17Q: 3 clusters Score -3.863112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 343122 members 
Entering Unmasked Estep 
Score: -38631124.000000 Penalty: 6322.497559
	Iteration 18Q: 3 clusters Score -3.863112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343130 members 
Entering Unmasked Estep 
Score: -38631152.000000 Penalty: 6322.497559
	Iteration 19Q: 3 clusters Score -3.863115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 343142 members 
Entering Unmasked Estep 
Score: -38631148.000000 Penalty: 6322.497559
	Iteration 20F: 3 clusters Score -3.863115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 343148 members 
Entering Unmasked Estep 
Score: -38631168.000000 Penalty: 6322.497559
	Iteration 21Q: 3 clusters Score -3.863117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 343153 members 
Entering Unmasked Estep 
Score: -38631216.000000 Penalty: 6322.497559
	Iteration 22Q: 3 clusters Score -3.863122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 343155 members 
Entering Unmasked Estep 
Score: -38631204.000000 Penalty: 6322.497559
	Iteration 23Q: 3 clusters Score -3.86312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 343157 members 
Entering Unmasked Estep 
Score: -38631208.000000 Penalty: 6322.497559
	Iteration 24Q: 3 clusters Score -3.863121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 343161 members 
Entering Unmasked Estep 
Score: -38631208.000000 Penalty: 6322.497559
	Iteration 25Q: 3 clusters Score -3.863121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343163 members 
Entering Unmasked Estep 
Score: -38631196.000000 Penalty: 6322.497559
	Iteration 26Q: 3 clusters Score -3.86312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 343164 members 
Entering Unmasked Estep 
Score: -38631188.000000 Penalty: 6322.497559
	Iteration 27Q: 3 clusters Score -3.863119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 343164 members 
Entering Unmasked Estep 
Score: -38631184.000000 Penalty: 6322.497559
	Iteration 28Q: 3 clusters Score -3.863118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343163 members 
Entering Unmasked Estep 
Score: -38631188.000000 Penalty: 6322.497559
	Iteration 29Q: 3 clusters Score -3.863119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343163 members 
Entering Unmasked Estep 
Score: -38631188.000000 Penalty: 6322.497559
	Iteration 30F: 3 clusters Score -3.863119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -344013.375000 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -344013.4 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 1483 members 
Entering Unmasked Estep 
Score: -340704.906250 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -340704.9 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -341384.031250 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -341384 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -341582.093750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -341582.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -341716.750000 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -341716.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341769.093750 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -341769.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -341808.843750 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -341808.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -341841.125000 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -341841.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341863.406250 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -341863.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -341875.562500 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -341875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -341882.343750 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -341882.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -341888.281250 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -341888.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -341893.781250 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -341893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -341896.625000 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -341896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -341898.062500 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -341898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -341900.906250 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -341900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -341901.625000 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -341901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -341902.343750 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -341902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -341902.750000 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -341902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -341904.250000 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -341904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -341903.906250 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -341903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -341903.906250 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -341903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44025.453125 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44025.45 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44230.160156 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44230.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44286.292969 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -44286.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44309.773438 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44309.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44331.035156 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44331.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44343.687500 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44343.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44354.074219 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44354.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44359.027344 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44359.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44362.042969 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44362.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44365.421875 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44365.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44367.468750 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44367.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44370.496094 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44374.566406 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -44374.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44374.566406 Penalty: 3066.314209
	Iteration 13F: 3 clusters Score -44374.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Entering Unmasked Estep 
Score: -3292152.250000 Penalty: 2569.207764
	Iteration 0F: 2 clusters Score -3292152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3270669.000000 Penalty: 5138.415527
	Iteration 0F: 3 clusters Score -3270669 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3278410.250000 Penalty: 5138.415527
	Iteration 1F: 3 clusters Score -3278410 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3279015.000000 Penalty: 5138.415527
	Iteration 2F: 3 clusters Score -3279015 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3279624.000000 Penalty: 5138.415527
	Iteration 3Q: 3 clusters Score -3279624 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3280187.500000 Penalty: 5138.415527
	Iteration 4Q: 3 clusters Score -3280188 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3280796.250000 Penalty: 5138.415527
	Iteration 5Q: 3 clusters Score -3280796 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3281459.000000 Penalty: 5138.415527
	Iteration 6Q: 3 clusters Score -3281459 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3282208.750000 Penalty: 5138.415527
	Iteration 7Q: 3 clusters Score -3282209 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3283001.000000 Penalty: 5138.415527
	Iteration 8Q: 3 clusters Score -3283001 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3283755.500000 Penalty: 5138.415527
	Iteration 9Q: 3 clusters Score -3283756 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3284479.750000 Penalty: 5138.415527
	Iteration 10Q: 3 clusters Score -3284480 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3285164.750000 Penalty: 5138.415527
	Iteration 11Q: 3 clusters Score -3285165 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3285787.500000 Penalty: 5138.415527
	Iteration 12Q: 3 clusters Score -3285788 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3286360.000000 Penalty: 5138.415527
	Iteration 13Q: 3 clusters Score -3286360 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3286828.750000 Penalty: 5138.415527
	Iteration 14Q: 3 clusters Score -3286829 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3287237.250000 Penalty: 5138.415527
	Iteration 15Q: 3 clusters Score -3287237 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3287614.500000 Penalty: 5138.415527
	Iteration 16Q: 3 clusters Score -3287614 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3287963.500000 Penalty: 5138.415527
	Iteration 17Q: 3 clusters Score -3287964 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3288282.750000 Penalty: 5138.415527
	Iteration 18Q: 3 clusters Score -3288283 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3288588.000000 Penalty: 5138.415527
	Iteration 19Q: 3 clusters Score -3288588 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3288919.250000 Penalty: 5138.415527
	Iteration 20F: 3 clusters Score -3288919 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3289182.750000 Penalty: 5138.415527
	Iteration 21Q: 3 clusters Score -3289183 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3289424.750000 Penalty: 5138.415527
	Iteration 22Q: 3 clusters Score -3289425 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3289638.750000 Penalty: 5138.415527
	Iteration 23Q: 3 clusters Score -3289639 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3289826.000000 Penalty: 5138.415527
	Iteration 24Q: 3 clusters Score -3289826 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3289952.750000 Penalty: 5138.415527
	Iteration 25Q: 3 clusters Score -3289953 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3290076.000000 Penalty: 5138.415527
	Iteration 26Q: 3 clusters Score -3290076 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3290187.000000 Penalty: 5138.415527
	Iteration 27Q: 3 clusters Score -3290187 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3290262.750000 Penalty: 5138.415527
	Iteration 28Q: 3 clusters Score -3290263 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3290321.250000 Penalty: 5138.415527
	Iteration 29Q: 3 clusters Score -3290321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3290356.000000 Penalty: 5138.415527
	Iteration 30Q: 3 clusters Score -3290356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3290382.250000 Penalty: 5138.415527
	Iteration 31Q: 3 clusters Score -3290382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3290407.000000 Penalty: 5138.415527
	Iteration 32Q: 3 clusters Score -3290407 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3290437.000000 Penalty: 5138.415527
	Iteration 33Q: 3 clusters Score -3290437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3290471.250000 Penalty: 5138.415527
	Iteration 34Q: 3 clusters Score -3290471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3290510.250000 Penalty: 5138.415527
	Iteration 35Q: 3 clusters Score -3290510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3290553.000000 Penalty: 5138.415527
	Iteration 36Q: 3 clusters Score -3290553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3290568.250000 Penalty: 5138.415527
	Iteration 37Q: 3 clusters Score -3290568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3290592.250000 Penalty: 5138.415527
	Iteration 38Q: 3 clusters Score -3290592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3290609.250000 Penalty: 5138.415527
	Iteration 39Q: 3 clusters Score -3290609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3290623.500000 Penalty: 5138.415527
	Iteration 40F: 3 clusters Score -3290624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3290647.500000 Penalty: 5138.415527
	Iteration 41Q: 3 clusters Score -3290648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3290654.500000 Penalty: 5138.415527
	Iteration 42Q: 3 clusters Score -3290654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3290657.250000 Penalty: 5138.415527
	Iteration 43Q: 3 clusters Score -3290657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3290660.500000 Penalty: 5138.415527
	Iteration 44Q: 3 clusters Score -3290660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3290659.250000 Penalty: 5138.415527
	Iteration 45Q: 3 clusters Score -3290659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3290662.000000 Penalty: 5138.415527
	Iteration 46Q: 3 clusters Score -3290662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3290667.500000 Penalty: 5138.415527
	Iteration 47Q: 3 clusters Score -3290668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3290676.250000 Penalty: 5138.415527
	Iteration 48Q: 3 clusters Score -3290676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3290675.750000 Penalty: 5138.415527
	Iteration 49Q: 3 clusters Score -3290676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3290684.000000 Penalty: 5138.415527
	Iteration 50Q: 3 clusters Score -3290684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3290688.000000 Penalty: 5138.415527
	Iteration 51Q: 3 clusters Score -3290688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3290690.250000 Penalty: 5138.415527
	Iteration 52Q: 3 clusters Score -3290690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3290698.250000 Penalty: 5138.415527
	Iteration 53Q: 3 clusters Score -3290698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3290693.000000 Penalty: 5138.415527
	Iteration 54Q: 3 clusters Score -3290693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3290694.500000 Penalty: 5138.415527
	Iteration 55Q: 3 clusters Score -3290694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3290695.250000 Penalty: 5138.415527
	Iteration 56Q: 3 clusters Score -3290695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3290694.500000 Penalty: 5138.415527
	Iteration 57Q: 3 clusters Score -3290694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3290694.000000 Penalty: 5138.415527
	Iteration 58Q: 3 clusters Score -3290694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3290697.000000 Penalty: 5138.415527
	Iteration 59Q: 3 clusters Score -3290697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3290697.000000 Penalty: 5138.415527
	Iteration 60F: 3 clusters Score -3290697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -562492.875000 Penalty: 2113.352783
	Iteration 0F: 2 clusters Score -562492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -557962.750000 Penalty: 4226.705566
	Iteration 0F: 3 clusters Score -557962.8 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -559063.062500 Penalty: 4226.705566
	Iteration 1F: 3 clusters Score -559063.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -559245.562500 Penalty: 4226.705566
	Iteration 2F: 3 clusters Score -559245.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -559356.000000 Penalty: 4226.705566
	Iteration 3Q: 3 clusters Score -559356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559435.500000 Penalty: 4226.705566
	Iteration 4Q: 3 clusters Score -559435.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -559488.312500 Penalty: 4226.705566
	Iteration 5Q: 3 clusters Score -559488.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -559534.500000 Penalty: 4226.705566
	Iteration 6Q: 3 clusters Score -559534.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559566.187500 Penalty: 4226.705566
	Iteration 7Q: 3 clusters Score -559566.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -559584.562500 Penalty: 4226.705566
	Iteration 8Q: 3 clusters Score -559584.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -559597.812500 Penalty: 4226.705566
	Iteration 9Q: 3 clusters Score -559597.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -559612.875000 Penalty: 4226.705566
	Iteration 10Q: 3 clusters Score -559612.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -559630.250000 Penalty: 4226.705566
	Iteration 11Q: 3 clusters Score -559630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -559643.062500 Penalty: 4226.705566
	Iteration 12Q: 3 clusters Score -559643.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -559656.062500 Penalty: 4226.705566
	Iteration 13Q: 3 clusters Score -559656.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -559670.937500 Penalty: 4226.705566
	Iteration 14Q: 3 clusters Score -559670.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -559683.875000 Penalty: 4226.705566
	Iteration 15Q: 3 clusters Score -559683.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -559693.187500 Penalty: 4226.705566
	Iteration 16Q: 3 clusters Score -559693.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -559704.750000 Penalty: 4226.705566
	Iteration 17Q: 3 clusters Score -559704.8 nChanged 32
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: -559716.375000 Penalty: 4226.705566
	Iteration 18Q: 3 clusters Score -559716.4 nChanged 39
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: -559728.750000 Penalty: 4226.705566
	Iteration 19Q: 3 clusters Score -559728.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -559741.937500 Penalty: 4226.705566
	Iteration 20F: 3 clusters Score -559741.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -559752.250000 Penalty: 4226.705566
	Iteration 21Q: 3 clusters Score -559752.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -559766.250000 Penalty: 4226.705566
	Iteration 22Q: 3 clusters Score -559766.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -559783.500000 Penalty: 4226.705566
	Iteration 23Q: 3 clusters Score -559783.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -559804.812500 Penalty: 4226.705566
	Iteration 24Q: 3 clusters Score -559804.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -559826.500000 Penalty: 4226.705566
	Iteration 25Q: 3 clusters Score -559826.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -559845.562500 Penalty: 4226.705566
	Iteration 26Q: 3 clusters Score -559845.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -559864.125000 Penalty: 4226.705566
	Iteration 27Q: 3 clusters Score -559864.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -559897.375000 Penalty: 4226.705566
	Iteration 28Q: 3 clusters Score -559897.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -559928.437500 Penalty: 4226.705566
	Iteration 29Q: 3 clusters Score -559928.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -559958.375000 Penalty: 4226.705566
	Iteration 30Q: 3 clusters Score -559958.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -559993.062500 Penalty: 4226.705566
	Iteration 31Q: 3 clusters Score -559993.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -560026.125000 Penalty: 4226.705566
	Iteration 32Q: 3 clusters Score -560026.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -560059.437500 Penalty: 4226.705566
	Iteration 33Q: 3 clusters Score -560059.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -560095.062500 Penalty: 4226.705566
	Iteration 34Q: 3 clusters Score -560095.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -560136.937500 Penalty: 4226.705566
	Iteration 35Q: 3 clusters Score -560136.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -560181.750000 Penalty: 4226.705566
	Iteration 36Q: 3 clusters Score -560181.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -560209.312500 Penalty: 4226.705566
	Iteration 37Q: 3 clusters Score -560209.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -560245.125000 Penalty: 4226.705566
	Iteration 38Q: 3 clusters Score -560245.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -560290.750000 Penalty: 4226.705566
	Iteration 39Q: 3 clusters Score -560290.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -560332.437500 Penalty: 4226.705566
	Iteration 40F: 3 clusters Score -560332.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -560385.625000 Penalty: 4226.705566
	Iteration 41Q: 3 clusters Score -560385.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -560424.562500 Penalty: 4226.705566
	Iteration 42Q: 3 clusters Score -560424.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -560462.312500 Penalty: 4226.705566
	Iteration 43Q: 3 clusters Score -560462.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -560498.625000 Penalty: 4226.705566
	Iteration 44Q: 3 clusters Score -560498.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -560526.562500 Penalty: 4226.705566
	Iteration 45Q: 3 clusters Score -560526.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -560548.500000 Penalty: 4226.705566
	Iteration 46Q: 3 clusters Score -560548.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -560565.250000 Penalty: 4226.705566
	Iteration 47Q: 3 clusters Score -560565.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -560578.625000 Penalty: 4226.705566
	Iteration 48Q: 3 clusters Score -560578.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -560585.000000 Penalty: 4226.705566
	Iteration 49Q: 3 clusters Score -560585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -560597.187500 Penalty: 4226.705566
	Iteration 50Q: 3 clusters Score -560597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -560609.687500 Penalty: 4226.705566
	Iteration 51Q: 3 clusters Score -560609.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -560622.062500 Penalty: 4226.705566
	Iteration 52Q: 3 clusters Score -560622.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -560636.250000 Penalty: 4226.705566
	Iteration 53Q: 3 clusters Score -560636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -560646.812500 Penalty: 4226.705566
	Iteration 54Q: 3 clusters Score -560646.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -560656.625000 Penalty: 4226.705566
	Iteration 55Q: 3 clusters Score -560656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -560664.937500 Penalty: 4226.705566
	Iteration 56Q: 3 clusters Score -560664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -560669.437500 Penalty: 4226.705566
	Iteration 57Q: 3 clusters Score -560669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -560675.500000 Penalty: 4226.705566
	Iteration 58Q: 3 clusters Score -560675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -560680.937500 Penalty: 4226.705566
	Iteration 59Q: 3 clusters Score -560680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -560682.625000 Penalty: 4226.705566
	Iteration 60F: 3 clusters Score -560682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -560683.125000 Penalty: 4226.705566
	Iteration 61Q: 3 clusters Score -560683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -560685.000000 Penalty: 4226.705566
	Iteration 62Q: 3 clusters Score -560685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -560687.375000 Penalty: 4226.705566
	Iteration 63Q: 3 clusters Score -560687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -560692.000000 Penalty: 4226.705566
	Iteration 64Q: 3 clusters Score -560692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -560693.687500 Penalty: 4226.705566
	Iteration 65Q: 3 clusters Score -560693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -560696.312500 Penalty: 4226.705566
	Iteration 66Q: 3 clusters Score -560696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -560696.500000 Penalty: 4226.705566
	Iteration 67Q: 3 clusters Score -560696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -560696.187500 Penalty: 4226.705566
	Iteration 68Q: 3 clusters Score -560696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -560698.312500 Penalty: 4226.705566
	Iteration 69Q: 3 clusters Score -560698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -560699.750000 Penalty: 4226.705566
	Iteration 70Q: 3 clusters Score -560699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -560702.500000 Penalty: 4226.705566
	Iteration 71Q: 3 clusters Score -560702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -560702.875000 Penalty: 4226.705566
	Iteration 72Q: 3 clusters Score -560702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -560702.875000 Penalty: 4226.705566
	Iteration 73F: 3 clusters Score -560702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34402.699219 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34402.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34502.105469 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34502.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34531.449219 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34531.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34556.492188 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34556.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34567.957031 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34567.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34570.613281 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34570.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34581.035156 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34581.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34585.523438 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -34585.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34585.523438 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -34585.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Entering Unmasked Estep 
Score: -1378117.125000 Penalty: 2338.270996
	Iteration 0F: 2 clusters Score -1378117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1368904.500000 Penalty: 4676.541992
	Iteration 0F: 3 clusters Score -1368904 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1371684.000000 Penalty: 4676.541992
	Iteration 1F: 3 clusters Score -1371684 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1372074.500000 Penalty: 4676.541992
	Iteration 2F: 3 clusters Score -1372074 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1372353.375000 Penalty: 4676.541992
	Iteration 3F: 3 clusters Score -1372353 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1372597.000000 Penalty: 4676.541992
	Iteration 4Q: 3 clusters Score -1372597 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1372815.250000 Penalty: 4676.541992
	Iteration 5Q: 3 clusters Score -1372815 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1373010.750000 Penalty: 4676.541992
	Iteration 6Q: 3 clusters Score -1373011 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1373213.250000 Penalty: 4676.541992
	Iteration 7Q: 3 clusters Score -1373213 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1373435.375000 Penalty: 4676.541992
	Iteration 8Q: 3 clusters Score -1373435 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1373657.625000 Penalty: 4676.541992
	Iteration 9Q: 3 clusters Score -1373658 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1373913.125000 Penalty: 4676.541992
	Iteration 10Q: 3 clusters Score -1373913 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1374219.750000 Penalty: 4676.541992
	Iteration 11Q: 3 clusters Score -1374220 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1374521.625000 Penalty: 4676.541992
	Iteration 12Q: 3 clusters Score -1374522 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1374803.500000 Penalty: 4676.541992
	Iteration 13Q: 3 clusters Score -1374804 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1375025.375000 Penalty: 4676.541992
	Iteration 14Q: 3 clusters Score -1375025 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1375223.875000 Penalty: 4676.541992
	Iteration 15Q: 3 clusters Score -1375224 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1375363.250000 Penalty: 4676.541992
	Iteration 16Q: 3 clusters Score -1375363 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1375476.500000 Penalty: 4676.541992
	Iteration 17Q: 3 clusters Score -1375476 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1375582.750000 Penalty: 4676.541992
	Iteration 18Q: 3 clusters Score -1375583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1375668.875000 Penalty: 4676.541992
	Iteration 19Q: 3 clusters Score -1375669 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1375753.750000 Penalty: 4676.541992
	Iteration 20F: 3 clusters Score -1375754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1375881.375000 Penalty: 4676.541992
	Iteration 21Q: 3 clusters Score -1375881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1375968.500000 Penalty: 4676.541992
	Iteration 22Q: 3 clusters Score -1375968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1376002.250000 Penalty: 4676.541992
	Iteration 23Q: 3 clusters Score -1376002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1376025.500000 Penalty: 4676.541992
	Iteration 24Q: 3 clusters Score -1376026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1376039.500000 Penalty: 4676.541992
	Iteration 25Q: 3 clusters Score -1376040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1376054.625000 Penalty: 4676.541992
	Iteration 26Q: 3 clusters Score -1376055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1376060.875000 Penalty: 4676.541992
	Iteration 27Q: 3 clusters Score -1376061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1376066.375000 Penalty: 4676.541992
	Iteration 28Q: 3 clusters Score -1376066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1376066.875000 Penalty: 4676.541992
	Iteration 29Q: 3 clusters Score -1376067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1376071.625000 Penalty: 4676.541992
	Iteration 30Q: 3 clusters Score -1376072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1376076.875000 Penalty: 4676.541992
	Iteration 31Q: 3 clusters Score -1376077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1376081.250000 Penalty: 4676.541992
	Iteration 32Q: 3 clusters Score -1376081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1376082.875000 Penalty: 4676.541992
	Iteration 33Q: 3 clusters Score -1376083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1376082.125000 Penalty: 4676.541992
	Iteration 34Q: 3 clusters Score -1376082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1376082.125000 Penalty: 4676.541992
	Iteration 35F: 3 clusters Score -1376082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -704943.625000 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -704943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -699558.312500 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -699558.3 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -700960.937500 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -700960.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -701230.750000 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -701230.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -701440.000000 Penalty: 4346.815430
	Iteration 3F: 3 clusters Score -701440 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -701626.500000 Penalty: 4346.815430
	Iteration 4Q: 3 clusters Score -701626.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -701826.625000 Penalty: 4346.815430
	Iteration 5Q: 3 clusters Score -701826.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -702031.062500 Penalty: 4346.815430
	Iteration 6Q: 3 clusters Score -702031.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -702225.875000 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -702225.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -702410.250000 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -702410.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -702599.125000 Penalty: 4346.815430
	Iteration 9Q: 3 clusters Score -702599.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -702754.812500 Penalty: 4346.815430
	Iteration 10Q: 3 clusters Score -702754.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -702854.375000 Penalty: 4346.815430
	Iteration 11Q: 3 clusters Score -702854.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -702938.625000 Penalty: 4346.815430
	Iteration 12Q: 3 clusters Score -702938.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -703012.875000 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -703012.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -703068.500000 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -703068.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -703107.875000 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -703107.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -703140.000000 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -703140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -703162.062500 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -703162.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -703183.750000 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -703183.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -703204.312500 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -703204.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -703222.562500 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -703222.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -703237.937500 Penalty: 4346.815430
	Iteration 21Q: 3 clusters Score -703237.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -703254.937500 Penalty: 4346.815430
	Iteration 22Q: 3 clusters Score -703254.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -703269.375000 Penalty: 4346.815430
	Iteration 23Q: 3 clusters Score -703269.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -703295.062500 Penalty: 4346.815430
	Iteration 24Q: 3 clusters Score -703295.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -703327.125000 Penalty: 4346.815430
	Iteration 25Q: 3 clusters Score -703327.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -703351.875000 Penalty: 4346.815430
	Iteration 26Q: 3 clusters Score -703351.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -703396.500000 Penalty: 4346.815430
	Iteration 27Q: 3 clusters Score -703396.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -703437.937500 Penalty: 4346.815430
	Iteration 28Q: 3 clusters Score -703437.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -703481.250000 Penalty: 4346.815430
	Iteration 29Q: 3 clusters Score -703481.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -703540.125000 Penalty: 4346.815430
	Iteration 30Q: 3 clusters Score -703540.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -703596.125000 Penalty: 4346.815430
	Iteration 31Q: 3 clusters Score -703596.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -703641.562500 Penalty: 4346.815430
	Iteration 32Q: 3 clusters Score -703641.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -703706.500000 Penalty: 4346.815430
	Iteration 33Q: 3 clusters Score -703706.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -703787.750000 Penalty: 4346.815430
	Iteration 34Q: 3 clusters Score -703787.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -703877.125000 Penalty: 4346.815430
	Iteration 35Q: 3 clusters Score -703877.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -703916.687500 Penalty: 4346.815430
	Iteration 36Q: 3 clusters Score -703916.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -703930.875000 Penalty: 4346.815430
	Iteration 37Q: 3 clusters Score -703930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -703938.562500 Penalty: 4346.815430
	Iteration 38Q: 3 clusters Score -703938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -703941.437500 Penalty: 4346.815430
	Iteration 39Q: 3 clusters Score -703941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -703943.625000 Penalty: 4346.815430
	Iteration 40F: 3 clusters Score -703943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -703945.000000 Penalty: 4346.815430
	Iteration 41Q: 3 clusters Score -703945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -703947.937500 Penalty: 4346.815430
	Iteration 42Q: 3 clusters Score -703947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -703947.562500 Penalty: 4346.815430
	Iteration 43Q: 3 clusters Score -703947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -703949.125000 Penalty: 4346.815430
	Iteration 44Q: 3 clusters Score -703949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -703949.250000 Penalty: 4346.815430
	Iteration 45Q: 3 clusters Score -703949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -703949.250000 Penalty: 4346.815430
	Iteration 46F: 3 clusters Score -703949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23886.015625 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23886.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24020.185547 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24020.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24105.591797 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24105.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24176.744141 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24176.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24212.294922 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24212.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24256.330078 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24256.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24267.925781 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24267.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24267.925781 Penalty: 2815.669922
	Iteration 7F: 3 clusters Score -24267.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -1909300.000000 Penalty: 2409.152100
	Iteration 0F: 2 clusters Score -1909300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1897377.125000 Penalty: 4818.304199
	Iteration 0F: 3 clusters Score -1897377 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1901123.750000 Penalty: 4818.304199
	Iteration 1F: 3 clusters Score -1901124 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1901482.250000 Penalty: 4818.304199
	Iteration 2F: 3 clusters Score -1901482 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1901776.375000 Penalty: 4818.304199
	Iteration 3Q: 3 clusters Score -1901776 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1902042.375000 Penalty: 4818.304199
	Iteration 4Q: 3 clusters Score -1902042 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1902306.750000 Penalty: 4818.304199
	Iteration 5Q: 3 clusters Score -1902307 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1902631.375000 Penalty: 4818.304199
	Iteration 6Q: 3 clusters Score -1902631 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1903062.375000 Penalty: 4818.304199
	Iteration 7Q: 3 clusters Score -1903062 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1903632.250000 Penalty: 4818.304199
	Iteration 8F: 3 clusters Score -1903632 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1904296.375000 Penalty: 4818.304199
	Iteration 9F: 3 clusters Score -1904296 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1905052.625000 Penalty: 4818.304199
	Iteration 10F: 3 clusters Score -1905053 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1905723.625000 Penalty: 4818.304199
	Iteration 11Q: 3 clusters Score -1905724 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1906224.625000 Penalty: 4818.304199
	Iteration 12Q: 3 clusters Score -1906225 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1906601.125000 Penalty: 4818.304199
	Iteration 13Q: 3 clusters Score -1906601 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1906832.250000 Penalty: 4818.304199
	Iteration 14Q: 3 clusters Score -1906832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1907000.750000 Penalty: 4818.304199
	Iteration 15Q: 3 clusters Score -1907001 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1907122.750000 Penalty: 4818.304199
	Iteration 16Q: 3 clusters Score -1907123 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1907208.000000 Penalty: 4818.304199
	Iteration 17Q: 3 clusters Score -1907208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1907253.750000 Penalty: 4818.304199
	Iteration 18Q: 3 clusters Score -1907254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1907289.500000 Penalty: 4818.304199
	Iteration 19Q: 3 clusters Score -1907290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1907308.625000 Penalty: 4818.304199
	Iteration 20F: 3 clusters Score -1907309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1907312.875000 Penalty: 4818.304199
	Iteration 21Q: 3 clusters Score -1907313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1907327.000000 Penalty: 4818.304199
	Iteration 22Q: 3 clusters Score -1907327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1907324.750000 Penalty: 4818.304199
	Iteration 23Q: 3 clusters Score -1907325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1907332.000000 Penalty: 4818.304199
	Iteration 24Q: 3 clusters Score -1907332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1907332.500000 Penalty: 4818.304199
	Iteration 25Q: 3 clusters Score -1907332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1907331.875000 Penalty: 4818.304199
	Iteration 26Q: 3 clusters Score -1907332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1907334.375000 Penalty: 4818.304199
	Iteration 27Q: 3 clusters Score -1907334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1907336.875000 Penalty: 4818.304199
	Iteration 28Q: 3 clusters Score -1907337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1907345.000000 Penalty: 4818.304199
	Iteration 29Q: 3 clusters Score -1907345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1907345.625000 Penalty: 4818.304199
	Iteration 30Q: 3 clusters Score -1907346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1907348.875000 Penalty: 4818.304199
	Iteration 31Q: 3 clusters Score -1907349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1907348.750000 Penalty: 4818.304199
	Iteration 32Q: 3 clusters Score -1907349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1907351.250000 Penalty: 4818.304199
	Iteration 33Q: 3 clusters Score -1907351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1907352.500000 Penalty: 4818.304199
	Iteration 34Q: 3 clusters Score -1907352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1907352.500000 Penalty: 4818.304199
	Iteration 35Q: 3 clusters Score -1907352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1907353.125000 Penalty: 4818.304199
	Iteration 36Q: 3 clusters Score -1907353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1907353.625000 Penalty: 4818.304199
	Iteration 37Q: 3 clusters Score -1907354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1907353.625000 Penalty: 4818.304199
	Iteration 38F: 3 clusters Score -1907354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14519.027344 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14519.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14538.101562 Penalty: 2561.733887
	Iteration 1Q: 3 clusters Score -14538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14542.190430 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14542.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14542.190430 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -14542.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15273.082031 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15273.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14184.937500 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14184.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14229.006836 Penalty: 2561.733887
	Iteration 1Q: 3 clusters Score -14229.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14229.006836 Penalty: 2561.733887
	Iteration 2F: 3 clusters Score -14229.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Entering Unmasked Estep 
Score: -1957320.625000 Penalty: 2415.014893
	Iteration 0F: 2 clusters Score -1957321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1945145.500000 Penalty: 4830.029785
	Iteration 0F: 3 clusters Score -1945146 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1949259.375000 Penalty: 4830.029785
	Iteration 1F: 3 clusters Score -1949259 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1949657.375000 Penalty: 4830.029785
	Iteration 2F: 3 clusters Score -1949657 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1949949.875000 Penalty: 4830.029785
	Iteration 3Q: 3 clusters Score -1949950 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1950209.750000 Penalty: 4830.029785
	Iteration 4Q: 3 clusters Score -1950210 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1950537.625000 Penalty: 4830.029785
	Iteration 5Q: 3 clusters Score -1950538 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1950954.875000 Penalty: 4830.029785
	Iteration 6Q: 3 clusters Score -1950955 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1951468.000000 Penalty: 4830.029785
	Iteration 7F: 3 clusters Score -1951468 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1952137.625000 Penalty: 4830.029785
	Iteration 8F: 3 clusters Score -1952138 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1952914.125000 Penalty: 4830.029785
	Iteration 9F: 3 clusters Score -1952914 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1953686.375000 Penalty: 4830.029785
	Iteration 10F: 3 clusters Score -1953686 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1954271.375000 Penalty: 4830.029785
	Iteration 11Q: 3 clusters Score -1954271 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1954655.625000 Penalty: 4830.029785
	Iteration 12Q: 3 clusters Score -1954656 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1954848.125000 Penalty: 4830.029785
	Iteration 13Q: 3 clusters Score -1954848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1954958.625000 Penalty: 4830.029785
	Iteration 14Q: 3 clusters Score -1954959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1955024.125000 Penalty: 4830.029785
	Iteration 15Q: 3 clusters Score -1955024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1955061.875000 Penalty: 4830.029785
	Iteration 16Q: 3 clusters Score -1955062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1955098.375000 Penalty: 4830.029785
	Iteration 17Q: 3 clusters Score -1955098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1955125.125000 Penalty: 4830.029785
	Iteration 18Q: 3 clusters Score -1955125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1955148.125000 Penalty: 4830.029785
	Iteration 19Q: 3 clusters Score -1955148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1955158.625000 Penalty: 4830.029785
	Iteration 20F: 3 clusters Score -1955159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1955168.000000 Penalty: 4830.029785
	Iteration 21Q: 3 clusters Score -1955168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1955180.875000 Penalty: 4830.029785
	Iteration 22Q: 3 clusters Score -1955181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1955193.625000 Penalty: 4830.029785
	Iteration 23Q: 3 clusters Score -1955194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1955197.750000 Penalty: 4830.029785
	Iteration 24Q: 3 clusters Score -1955198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1955202.250000 Penalty: 4830.029785
	Iteration 25Q: 3 clusters Score -1955202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1955205.875000 Penalty: 4830.029785
	Iteration 26Q: 3 clusters Score -1955206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1955206.375000 Penalty: 4830.029785
	Iteration 27Q: 3 clusters Score -1955206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1955206.375000 Penalty: 4830.029785
	Iteration 28F: 3 clusters Score -1955206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -50024.328125 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -50024.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48518.570312 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -48518.57 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48739.703125 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -48739.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48801.164062 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -48801.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48842.261719 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -48842.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48870.707031 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48870.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48893.480469 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48893.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48906.023438 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48906.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48907.402344 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48907.402344 Penalty: 3109.471680
	Iteration 8F: 3 clusters Score -48907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47468 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49289 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343510 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923776.000000 Penalty: 157755.078125
Iteration 479Q: 47 clusters Score -1.109238e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47464 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49289 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343514 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 480F: 47 clusters Score -1.109238e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47462 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49290 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343514 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16553 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923784.000000 Penalty: 157755.078125
Iteration 481Q: 47 clusters Score -1.109238e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 47460 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343513 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16554 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923760.000000 Penalty: 157755.078125
Iteration 482Q: 47 clusters Score -1.109238e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 47458 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96266 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16555 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923720.000000 Penalty: 157755.078125
Iteration 483Q: 47 clusters Score -1.109237e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47456 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343511 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16557 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923696.000000 Penalty: 157755.078125
Iteration 484Q: 47 clusters Score -1.109237e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47453 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96264 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343511 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16559 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923680.000000 Penalty: 157755.078125
Iteration 485Q: 47 clusters Score -1.109237e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47451 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31562 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16560 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923688.000000 Penalty: 157755.078125
Iteration 486Q: 47 clusters Score -1.109237e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47447 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49293 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16560 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923728.000000 Penalty: 157755.078125
Iteration 487Q: 47 clusters Score -1.109237e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47443 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49293 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108683 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31563 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16561 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923736.000000 Penalty: 157755.078125
Iteration 488Q: 47 clusters Score -1.109237e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49294 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31564 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16562 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923768.000000 Penalty: 157755.078125
Iteration 489Q: 47 clusters Score -1.109238e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343512 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31564 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16562 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923760.000000 Penalty: 157755.078125
Iteration 490Q: 47 clusters Score -1.109238e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343509 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923752.000000 Penalty: 157755.078125
Iteration 491Q: 47 clusters Score -1.109238e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343508 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923752.000000 Penalty: 157755.078125
Iteration 492Q: 47 clusters Score -1.109238e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343507 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923776.000000 Penalty: 157755.078125
Iteration 493Q: 47 clusters Score -1.109238e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343507 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923776.000000 Penalty: 157755.078125
Iteration 494F: 47 clusters Score -1.109238e+08 nChanged 0
Entering ConstructFrom: 
Score: -110923776.000000 Penalty: 157755.078125
Entering ConstructFrom: 
Trying to split cluster 1 (19450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Entering Unmasked Estep 
Score: -2246689.250000 Penalty: 2449.149414
	Iteration 0F: 2 clusters Score -2246689 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 9698 members 
Entering Unmasked Estep 
Score: -2232978.750000 Penalty: 4898.298828
	Iteration 0F: 3 clusters Score -2232979 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2237544.250000 Penalty: 4898.298828
	Iteration 1F: 3 clusters Score -2237544 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2237919.000000 Penalty: 4898.298828
	Iteration 2F: 3 clusters Score -2237919 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2238217.500000 Penalty: 4898.298828
	Iteration 3Q: 3 clusters Score -2238218 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2238485.000000 Penalty: 4898.298828
	Iteration 4Q: 3 clusters Score -2238485 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2238760.500000 Penalty: 4898.298828
	Iteration 5Q: 3 clusters Score -2238760 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2239068.500000 Penalty: 4898.298828
	Iteration 6Q: 3 clusters Score -2239068 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2239471.000000 Penalty: 4898.298828
	Iteration 7Q: 3 clusters Score -2239471 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2239990.500000 Penalty: 4898.298828
	Iteration 8Q: 3 clusters Score -2239990 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2240701.500000 Penalty: 4898.298828
	Iteration 9F: 3 clusters Score -2240702 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2241593.750000 Penalty: 4898.298828
	Iteration 10F: 3 clusters Score -2241594 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2242518.250000 Penalty: 4898.298828
	Iteration 11F: 3 clusters Score -2242518 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2243268.750000 Penalty: 4898.298828
	Iteration 12Q: 3 clusters Score -2243269 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2243738.250000 Penalty: 4898.298828
	Iteration 13Q: 3 clusters Score -2243738 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2244031.500000 Penalty: 4898.298828
	Iteration 14Q: 3 clusters Score -2244032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2244186.500000 Penalty: 4898.298828
	Iteration 15Q: 3 clusters Score -2244186 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2244283.750000 Penalty: 4898.298828
	Iteration 16Q: 3 clusters Score -2244284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2244360.750000 Penalty: 4898.298828
	Iteration 17Q: 3 clusters Score -2244361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2244410.500000 Penalty: 4898.298828
	Iteration 18Q: 3 clusters Score -2244410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2244444.750000 Penalty: 4898.298828
	Iteration 19Q: 3 clusters Score -2244445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2244473.000000 Penalty: 4898.298828
	Iteration 20F: 3 clusters Score -2244473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2244498.500000 Penalty: 4898.298828
	Iteration 21Q: 3 clusters Score -2244498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2244522.000000 Penalty: 4898.298828
	Iteration 22Q: 3 clusters Score -2244522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2244530.750000 Penalty: 4898.298828
	Iteration 23Q: 3 clusters Score -2244531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2244537.500000 Penalty: 4898.298828
	Iteration 24Q: 3 clusters Score -2244538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2244548.250000 Penalty: 4898.298828
	Iteration 25Q: 3 clusters Score -2244548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2244551.000000 Penalty: 4898.298828
	Iteration 26Q: 3 clusters Score -2244551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2244557.250000 Penalty: 4898.298828
	Iteration 27Q: 3 clusters Score -2244557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2244566.000000 Penalty: 4898.298828
	Iteration 28Q: 3 clusters Score -2244566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2244568.250000 Penalty: 4898.298828
	Iteration 29Q: 3 clusters Score -2244568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2244569.000000 Penalty: 4898.298828
	Iteration 30Q: 3 clusters Score -2244569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2244571.250000 Penalty: 4898.298828
	Iteration 31Q: 3 clusters Score -2244571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2244572.250000 Penalty: 4898.298828
	Iteration 32Q: 3 clusters Score -2244572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2244572.250000 Penalty: 4898.298828
	Iteration 33F: 3 clusters Score -2244572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Entering Unmasked Estep 
Score: -5260827.500000 Penalty: 2670.270996
	Iteration 0F: 2 clusters Score -5260828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -5229013.000000 Penalty: 5340.541992
	Iteration 0F: 3 clusters Score -5229013 nChanged 21623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5241081.500000 Penalty: 5340.541992
	Iteration 1F: 3 clusters Score -5241082 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -5241697.000000 Penalty: 5340.541992
	Iteration 2Q: 3 clusters Score -5241697 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5242322.500000 Penalty: 5340.541992
	Iteration 3Q: 3 clusters Score -5242322 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5242965.000000 Penalty: 5340.541992
	Iteration 4Q: 3 clusters Score -5242965 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5243728.000000 Penalty: 5340.541992
	Iteration 5Q: 3 clusters Score -5243728 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5244559.500000 Penalty: 5340.541992
	Iteration 6Q: 3 clusters Score -5244560 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5245422.500000 Penalty: 5340.541992
	Iteration 7Q: 3 clusters Score -5245422 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5246216.500000 Penalty: 5340.541992
	Iteration 8Q: 3 clusters Score -5246216 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -5246850.000000 Penalty: 5340.541992
	Iteration 9Q: 3 clusters Score -5246850 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5247438.000000 Penalty: 5340.541992
	Iteration 10Q: 3 clusters Score -5247438 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5247806.000000 Penalty: 5340.541992
	Iteration 11Q: 3 clusters Score -5247806 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5248068.500000 Penalty: 5340.541992
	Iteration 12Q: 3 clusters Score -5248068 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -5248253.000000 Penalty: 5340.541992
	Iteration 13Q: 3 clusters Score -5248253 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5248393.000000 Penalty: 5340.541992
	Iteration 14Q: 3 clusters Score -5248393 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5248512.500000 Penalty: 5340.541992
	Iteration 15Q: 3 clusters Score -5248512 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5248586.000000 Penalty: 5340.541992
	Iteration 16Q: 3 clusters Score -5248586 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5248686.000000 Penalty: 5340.541992
	Iteration 17Q: 3 clusters Score -5248686 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5248778.500000 Penalty: 5340.541992
	Iteration 18Q: 3 clusters Score -5248778 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5248882.000000 Penalty: 5340.541992
	Iteration 19Q: 3 clusters Score -5248882 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5249046.500000 Penalty: 5340.541992
	Iteration 20F: 3 clusters Score -5249046 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5249271.500000 Penalty: 5340.541992
	Iteration 21Q: 3 clusters Score -5249272 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5249525.500000 Penalty: 5340.541992
	Iteration 22Q: 3 clusters Score -5249526 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -5249915.500000 Penalty: 5340.541992
	Iteration 23Q: 3 clusters Score -5249916 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5250593.000000 Penalty: 5340.541992
	Iteration 24Q: 3 clusters Score -5250593 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5251751.000000 Penalty: 5340.541992
	Iteration 25Q: 3 clusters Score -5251751 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -5253685.500000 Penalty: 5340.541992
	Iteration 26Q: 3 clusters Score -5253686 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -5255280.000000 Penalty: 5340.541992
	Iteration 27Q: 3 clusters Score -5255280 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -5256059.500000 Penalty: 5340.541992
	Iteration 28Q: 3 clusters Score -5256060 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5256498.500000 Penalty: 5340.541992
	Iteration 29Q: 3 clusters Score -5256498 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5256780.500000 Penalty: 5340.541992
	Iteration 30Q: 3 clusters Score -5256780 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5257032.500000 Penalty: 5340.541992
	Iteration 31Q: 3 clusters Score -5257032 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -5257292.500000 Penalty: 5340.541992
	Iteration 32Q: 3 clusters Score -5257292 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5257492.500000 Penalty: 5340.541992
	Iteration 33Q: 3 clusters Score -5257492 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5257674.500000 Penalty: 5340.541992
	Iteration 34Q: 3 clusters Score -5257674 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5257784.000000 Penalty: 5340.541992
	Iteration 35Q: 3 clusters Score -5257784 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5257862.500000 Penalty: 5340.541992
	Iteration 36Q: 3 clusters Score -5257862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5257968.500000 Penalty: 5340.541992
	Iteration 37Q: 3 clusters Score -5257968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5258040.000000 Penalty: 5340.541992
	Iteration 38Q: 3 clusters Score -5258040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5258082.500000 Penalty: 5340.541992
	Iteration 39Q: 3 clusters Score -5258082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5258133.500000 Penalty: 5340.541992
	Iteration 40F: 3 clusters Score -5258134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5258223.000000 Penalty: 5340.541992
	Iteration 41Q: 3 clusters Score -5258223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5258253.000000 Penalty: 5340.541992
	Iteration 42Q: 3 clusters Score -5258253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5258293.000000 Penalty: 5340.541992
	Iteration 43Q: 3 clusters Score -5258293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5258318.000000 Penalty: 5340.541992
	Iteration 44Q: 3 clusters Score -5258318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5258327.500000 Penalty: 5340.541992
	Iteration 45Q: 3 clusters Score -5258328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5258363.500000 Penalty: 5340.541992
	Iteration 46Q: 3 clusters Score -5258364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5258380.000000 Penalty: 5340.541992
	Iteration 47Q: 3 clusters Score -5258380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5258385.500000 Penalty: 5340.541992
	Iteration 48Q: 3 clusters Score -5258386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5258397.500000 Penalty: 5340.541992
	Iteration 49Q: 3 clusters Score -5258398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5258402.000000 Penalty: 5340.541992
	Iteration 50Q: 3 clusters Score -5258402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5258410.000000 Penalty: 5340.541992
	Iteration 51Q: 3 clusters Score -5258410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5258422.000000 Penalty: 5340.541992
	Iteration 52Q: 3 clusters Score -5258422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5258419.500000 Penalty: 5340.541992
	Iteration 53Q: 3 clusters Score -5258420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5258416.500000 Penalty: 5340.541992
	Iteration 54Q: 3 clusters Score -5258416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5258422.500000 Penalty: 5340.541992
	Iteration 55Q: 3 clusters Score -5258422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5258432.500000 Penalty: 5340.541992
	Iteration 56Q: 3 clusters Score -5258432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5258439.000000 Penalty: 5340.541992
	Iteration 57Q: 3 clusters Score -5258439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5258436.500000 Penalty: 5340.541992
	Iteration 58Q: 3 clusters Score -5258436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5258435.500000 Penalty: 5340.541992
	Iteration 59Q: 3 clusters Score -5258436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5258435.500000 Penalty: 5340.541992
	Iteration 60F: 3 clusters Score -5258436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5258434.500000 Penalty: 5340.541992
	Iteration 61Q: 3 clusters Score -5258434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5258435.000000 Penalty: 5340.541992
	Iteration 62Q: 3 clusters Score -5258435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5258435.000000 Penalty: 5340.541992
	Iteration 63F: 3 clusters Score -5258435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -37984.203125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -37984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36572.062500 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -36572.06 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36817.214844 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -36817.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36933.851562 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -36933.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36994.363281 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -36994.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37042.250000 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -37042.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37064.570312 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -37064.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37078.339844 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -37078.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37086.535156 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -37086.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37093.042969 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -37093.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37093.042969 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -37093.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -229916.515625 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -229916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227234.015625 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -227234 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -227754.312500 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -227754.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -227881.359375 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -227881.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -227981.140625 Penalty: 3798.949219
	Iteration 3F: 3 clusters Score -227981.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -228081.875000 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -228081.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -228146.125000 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -228146.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228181.609375 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -228181.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -228215.125000 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -228215.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228239.687500 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -228239.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -228260.562500 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -228260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -228278.937500 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -228278.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -228291.890625 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -228291.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -228301.765625 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -228301.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -228312.453125 Penalty: 3798.949219
	Iteration 13Q: 3 clusters Score -228312.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -228323.390625 Penalty: 3798.949219
	Iteration 14Q: 3 clusters Score -228323.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -228336.609375 Penalty: 3798.949219
	Iteration 15Q: 3 clusters Score -228336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228351.796875 Penalty: 3798.949219
	Iteration 16Q: 3 clusters Score -228351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -228366.937500 Penalty: 3798.949219
	Iteration 17Q: 3 clusters Score -228366.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -228395.609375 Penalty: 3798.949219
	Iteration 18Q: 3 clusters Score -228395.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -228417.234375 Penalty: 3798.949219
	Iteration 19Q: 3 clusters Score -228417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -228429.140625 Penalty: 3798.949219
	Iteration 20F: 3 clusters Score -228429.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228445.609375 Penalty: 3798.949219
	Iteration 21Q: 3 clusters Score -228445.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -228473.703125 Penalty: 3798.949219
	Iteration 22Q: 3 clusters Score -228473.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -228501.390625 Penalty: 3798.949219
	Iteration 23Q: 3 clusters Score -228501.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -228519.828125 Penalty: 3798.949219
	Iteration 24Q: 3 clusters Score -228519.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -228532.812500 Penalty: 3798.949219
	Iteration 25Q: 3 clusters Score -228532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -228545.312500 Penalty: 3798.949219
	Iteration 26Q: 3 clusters Score -228545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -228554.781250 Penalty: 3798.949219
	Iteration 27Q: 3 clusters Score -228554.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -228563.875000 Penalty: 3798.949219
	Iteration 28Q: 3 clusters Score -228563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -228570.359375 Penalty: 3798.949219
	Iteration 29Q: 3 clusters Score -228570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -228574.562500 Penalty: 3798.949219
	Iteration 30Q: 3 clusters Score -228574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -228577.312500 Penalty: 3798.949219
	Iteration 31Q: 3 clusters Score -228577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -228578.250000 Penalty: 3798.949219
	Iteration 32Q: 3 clusters Score -228578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -228578.250000 Penalty: 3798.949219
	Iteration 33F: 3 clusters Score -228578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -750261.687500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -750261.7 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 3317 members 
Entering Unmasked Estep 
Score: -744636.750000 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -744636.8 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -746137.000000 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -746137 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -746407.250000 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -746407.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -746602.500000 Penalty: 4371.981445
	Iteration 3F: 3 clusters Score -746602.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -746749.687500 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -746749.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -746878.562500 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -746878.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -747019.375000 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -747019.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -747144.500000 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -747144.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -747279.750000 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -747279.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -747410.625000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -747410.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -747574.875000 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -747574.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -747746.250000 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -747746.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -747890.937500 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -747890.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -748004.812500 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -748004.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -748092.250000 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -748092.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -748158.562500 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -748158.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -748208.187500 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -748208.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -748254.062500 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -748254.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -748294.187500 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -748294.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -748327.750000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -748327.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -748350.625000 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -748350.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -748373.125000 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -748373.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -748394.875000 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -748394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -748403.437500 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -748403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -748411.687500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -748411.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -748417.187500 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -748417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -748420.812500 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -748420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -748420.625000 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -748420.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -748420.625000 Penalty: 4371.981445
	Iteration 28F: 3 clusters Score -748420.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -412209.593750 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -412209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -408462.468750 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -408462.5 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -409352.812500 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -409352.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -409615.625000 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -409615.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409864.906250 Penalty: 4084.475586
	Iteration 3F: 3 clusters Score -409864.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -410135.000000 Penalty: 4084.475586
	Iteration 4F: 3 clusters Score -410135 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -410382.250000 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -410382.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -410602.000000 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -410602 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -410792.593750 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -410792.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410940.906250 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -410940.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -411047.906250 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -411047.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -411127.781250 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -411127.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -411181.343750 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -411181.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -411210.968750 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -411211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -411235.187500 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -411235.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -411251.812500 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -411251.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -411261.343750 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -411261.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -411270.875000 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -411270.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -411279.468750 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -411279.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -411287.875000 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -411287.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -411293.281250 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -411293.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -411298.500000 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -411298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -411302.062500 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -411302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411303.750000 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -411303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -411305.843750 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -411305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -411308.062500 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -411308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -411310.656250 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -411310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -411311.000000 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -411311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -411311.875000 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -411311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -411312.218750 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -411312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -411312.968750 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -411313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -411313.687500 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -411313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -411314.156250 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -411314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -411314.156250 Penalty: 4084.475586
	Iteration 32F: 3 clusters Score -411314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -430149.156250 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -430149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -426328.625000 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -426328.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -427138.812500 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -427138.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -427328.343750 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -427328.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -427445.625000 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -427445.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -427522.468750 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -427522.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -427575.500000 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -427575.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -427605.125000 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -427605.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -427626.781250 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -427626.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -427640.625000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -427640.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -427650.062500 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -427650.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -427658.437500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -427658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -427668.531250 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -427668.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -427679.062500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -427679.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -427683.875000 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -427683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -427688.625000 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -427688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -427692.062500 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -427692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -427695.468750 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -427695.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -427700.093750 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -427700.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -427703.000000 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -427703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -427705.375000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -427705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -427706.375000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -427706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -427705.937500 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -427705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -427707.531250 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -427707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -427709.156250 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -427709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -427709.406250 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -427709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -427710.718750 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -427710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -427712.531250 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -427712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -427714.781250 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -427714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -427718.843750 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -427718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -427719.968750 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -427720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -427723.468750 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -427723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -427726.593750 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -427726.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -427732.093750 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -427732.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -427738.031250 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -427738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -427743.812500 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -427743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -427748.781250 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -427748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -427755.156250 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -427755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -427760.031250 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -427760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -427763.875000 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -427763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -427767.718750 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -427767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -427770.906250 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -427770.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -427773.906250 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -427773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -427775.406250 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -427775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -427775.281250 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -427775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -427776.937500 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -427776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -427777.562500 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -427777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -427777.718750 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -427777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -427779.000000 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -427779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -427780.625000 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -427780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427782.625000 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -427782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -427785.500000 Penalty: 4094.117188
	Iteration 50Q: 3 clusters Score -427785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -427788.906250 Penalty: 4094.117188
	Iteration 51Q: 3 clusters Score -427788.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -427791.218750 Penalty: 4094.117188
	Iteration 52Q: 3 clusters Score -427791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -427795.343750 Penalty: 4094.117188
	Iteration 53Q: 3 clusters Score -427795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -427802.625000 Penalty: 4094.117188
	Iteration 54Q: 3 clusters Score -427802.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -427810.437500 Penalty: 4094.117188
	Iteration 55Q: 3 clusters Score -427810.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -427816.593750 Penalty: 4094.117188
	Iteration 56Q: 3 clusters Score -427816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -427822.093750 Penalty: 4094.117188
	Iteration 57Q: 3 clusters Score -427822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -427825.125000 Penalty: 4094.117188
	Iteration 58Q: 3 clusters Score -427825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -427827.656250 Penalty: 4094.117188
	Iteration 59Q: 3 clusters Score -427827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -427831.468750 Penalty: 4094.117188
	Iteration 60F: 3 clusters Score -427831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -427836.000000 Penalty: 4094.117188
	Iteration 61Q: 3 clusters Score -427836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -427841.468750 Penalty: 4094.117188
	Iteration 62Q: 3 clusters Score -427841.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -427846.000000 Penalty: 4094.117188
	Iteration 63Q: 3 clusters Score -427846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -427850.187500 Penalty: 4094.117188
	Iteration 64Q: 3 clusters Score -427850.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -427857.468750 Penalty: 4094.117188
	Iteration 65Q: 3 clusters Score -427857.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -427865.218750 Penalty: 4094.117188
	Iteration 66Q: 3 clusters Score -427865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -427872.843750 Penalty: 4094.117188
	Iteration 67Q: 3 clusters Score -427872.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -427882.937500 Penalty: 4094.117188
	Iteration 68Q: 3 clusters Score -427882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -427897.406250 Penalty: 4094.117188
	Iteration 69Q: 3 clusters Score -427897.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -427909.406250 Penalty: 4094.117188
	Iteration 70Q: 3 clusters Score -427909.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -427932.625000 Penalty: 4094.117188
	Iteration 71Q: 3 clusters Score -427932.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -427960.593750 Penalty: 4094.117188
	Iteration 72Q: 3 clusters Score -427960.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -427990.687500 Penalty: 4094.117188
	Iteration 73Q: 3 clusters Score -427990.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -428035.031250 Penalty: 4094.117188
	Iteration 74Q: 3 clusters Score -428035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -428090.156250 Penalty: 4094.117188
	Iteration 75Q: 3 clusters Score -428090.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -428206.000000 Penalty: 4094.117188
	Iteration 76Q: 3 clusters Score -428206 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -428415.187500 Penalty: 4094.117188
	Iteration 77Q: 3 clusters Score -428415.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -428687.968750 Penalty: 4094.117188
	Iteration 78Q: 3 clusters Score -428688 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -429069.750000 Penalty: 4094.117188
	Iteration 79Q: 3 clusters Score -429069.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -429429.218750 Penalty: 4094.117188
	Iteration 80F: 3 clusters Score -429429.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -429641.531250 Penalty: 4094.117188
	Iteration 81Q: 3 clusters Score -429641.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -429742.375000 Penalty: 4094.117188
	Iteration 82Q: 3 clusters Score -429742.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -429804.031250 Penalty: 4094.117188
	Iteration 83Q: 3 clusters Score -429804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -429844.875000 Penalty: 4094.117188
	Iteration 84Q: 3 clusters Score -429844.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -429866.093750 Penalty: 4094.117188
	Iteration 85Q: 3 clusters Score -429866.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -429879.250000 Penalty: 4094.117188
	Iteration 86Q: 3 clusters Score -429879.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -429892.031250 Penalty: 4094.117188
	Iteration 87Q: 3 clusters Score -429892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -429899.875000 Penalty: 4094.117188
	Iteration 88Q: 3 clusters Score -429899.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -429905.375000 Penalty: 4094.117188
	Iteration 89Q: 3 clusters Score -429905.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -429916.468750 Penalty: 4094.117188
	Iteration 90Q: 3 clusters Score -429916.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -429929.843750 Penalty: 4094.117188
	Iteration 91Q: 3 clusters Score -429929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -429944.406250 Penalty: 4094.117188
	Iteration 92Q: 3 clusters Score -429944.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -429954.687500 Penalty: 4094.117188
	Iteration 93Q: 3 clusters Score -429954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -429960.593750 Penalty: 4094.117188
	Iteration 94Q: 3 clusters Score -429960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -429965.875000 Penalty: 4094.117188
	Iteration 95Q: 3 clusters Score -429965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -429969.625000 Penalty: 4094.117188
	Iteration 96Q: 3 clusters Score -429969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -429972.812500 Penalty: 4094.117188
	Iteration 97Q: 3 clusters Score -429972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -429973.343750 Penalty: 4094.117188
	Iteration 98Q: 3 clusters Score -429973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -429976.375000 Penalty: 4094.117188
	Iteration 99Q: 3 clusters Score -429976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -429978.062500 Penalty: 4094.117188
	Iteration 100F: 3 clusters Score -429978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -429981.218750 Penalty: 4094.117188
	Iteration 101Q: 3 clusters Score -429981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -429980.687500 Penalty: 4094.117188
	Iteration 102Q: 3 clusters Score -429980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -429981.625000 Penalty: 4094.117188
	Iteration 103Q: 3 clusters Score -429981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -429982.468750 Penalty: 4094.117188
	Iteration 104Q: 3 clusters Score -429982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -429982.375000 Penalty: 4094.117188
	Iteration 105Q: 3 clusters Score -429982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -429982.781250 Penalty: 4094.117188
	Iteration 106Q: 3 clusters Score -429982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -429983.406250 Penalty: 4094.117188
	Iteration 107Q: 3 clusters Score -429983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -429983.562500 Penalty: 4094.117188
	Iteration 108Q: 3 clusters Score -429983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -429983.562500 Penalty: 4094.117188
	Iteration 109F: 3 clusters Score -429983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Entering Unmasked Estep 
Score: -2772467.250000 Penalty: 2501.734863
	Iteration 0F: 2 clusters Score -2772467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2755721.000000 Penalty: 5003.469727
	Iteration 0F: 3 clusters Score -2755721 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2761491.500000 Penalty: 5003.469727
	Iteration 1F: 3 clusters Score -2761492 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2762040.000000 Penalty: 5003.469727
	Iteration 2F: 3 clusters Score -2762040 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2762605.750000 Penalty: 5003.469727
	Iteration 3F: 3 clusters Score -2762606 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2763243.000000 Penalty: 5003.469727
	Iteration 4F: 3 clusters Score -2763243 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2764010.750000 Penalty: 5003.469727
	Iteration 5F: 3 clusters Score -2764011 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2765039.000000 Penalty: 5003.469727
	Iteration 6F: 3 clusters Score -2765039 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2766271.750000 Penalty: 5003.469727
	Iteration 7F: 3 clusters Score -2766272 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2767518.750000 Penalty: 5003.469727
	Iteration 8F: 3 clusters Score -2767519 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2768469.750000 Penalty: 5003.469727
	Iteration 9Q: 3 clusters Score -2768470 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2769129.500000 Penalty: 5003.469727
	Iteration 10Q: 3 clusters Score -2769130 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2769528.250000 Penalty: 5003.469727
	Iteration 11Q: 3 clusters Score -2769528 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2769771.250000 Penalty: 5003.469727
	Iteration 12Q: 3 clusters Score -2769771 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2769922.250000 Penalty: 5003.469727
	Iteration 13Q: 3 clusters Score -2769922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2770021.750000 Penalty: 5003.469727
	Iteration 14Q: 3 clusters Score -2770022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2770094.750000 Penalty: 5003.469727
	Iteration 15Q: 3 clusters Score -2770095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2770155.000000 Penalty: 5003.469727
	Iteration 16Q: 3 clusters Score -2770155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2770194.250000 Penalty: 5003.469727
	Iteration 17Q: 3 clusters Score -2770194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2770213.500000 Penalty: 5003.469727
	Iteration 18Q: 3 clusters Score -2770214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2770228.000000 Penalty: 5003.469727
	Iteration 19Q: 3 clusters Score -2770228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2770240.000000 Penalty: 5003.469727
	Iteration 20F: 3 clusters Score -2770240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2770250.750000 Penalty: 5003.469727
	Iteration 21Q: 3 clusters Score -2770251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2770255.500000 Penalty: 5003.469727
	Iteration 22Q: 3 clusters Score -2770256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2770265.000000 Penalty: 5003.469727
	Iteration 23Q: 3 clusters Score -2770265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2770276.250000 Penalty: 5003.469727
	Iteration 24Q: 3 clusters Score -2770276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2770276.750000 Penalty: 5003.469727
	Iteration 25Q: 3 clusters Score -2770277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2770278.250000 Penalty: 5003.469727
	Iteration 26Q: 3 clusters Score -2770278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2770279.250000 Penalty: 5003.469727
	Iteration 27Q: 3 clusters Score -2770279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2770278.750000 Penalty: 5003.469727
	Iteration 28Q: 3 clusters Score -2770279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2770281.500000 Penalty: 5003.469727
	Iteration 29Q: 3 clusters Score -2770282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2770286.750000 Penalty: 5003.469727
	Iteration 30Q: 3 clusters Score -2770287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2770293.250000 Penalty: 5003.469727
	Iteration 31Q: 3 clusters Score -2770293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2770296.000000 Penalty: 5003.469727
	Iteration 32Q: 3 clusters Score -2770296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2770297.500000 Penalty: 5003.469727
	Iteration 33Q: 3 clusters Score -2770298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2770300.750000 Penalty: 5003.469727
	Iteration 34Q: 3 clusters Score -2770301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2770302.250000 Penalty: 5003.469727
	Iteration 35Q: 3 clusters Score -2770302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2770301.500000 Penalty: 5003.469727
	Iteration 36Q: 3 clusters Score -2770302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2770301.500000 Penalty: 5003.469727
	Iteration 37F: 3 clusters Score -2770302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Entering Unmasked Estep 
Score: -4995362.500000 Penalty: 2651.703857
	Iteration 0F: 2 clusters Score -4995362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4965705.500000 Penalty: 5303.407715
	Iteration 0F: 3 clusters Score -4965706 nChanged 20109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4976795.500000 Penalty: 5303.407715
	Iteration 1F: 3 clusters Score -4976796 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4977352.000000 Penalty: 5303.407715
	Iteration 2Q: 3 clusters Score -4977352 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -4977934.500000 Penalty: 5303.407715
	Iteration 3Q: 3 clusters Score -4977934 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4978629.500000 Penalty: 5303.407715
	Iteration 4Q: 3 clusters Score -4978630 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4979439.000000 Penalty: 5303.407715
	Iteration 5Q: 3 clusters Score -4979439 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4980400.500000 Penalty: 5303.407715
	Iteration 6Q: 3 clusters Score -4980400 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4981609.500000 Penalty: 5303.407715
	Iteration 7Q: 3 clusters Score -4981610 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4982914.000000 Penalty: 5303.407715
	Iteration 8F: 3 clusters Score -4982914 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4984382.000000 Penalty: 5303.407715
	Iteration 9F: 3 clusters Score -4984382 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4985916.000000 Penalty: 5303.407715
	Iteration 10F: 3 clusters Score -4985916 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4987267.000000 Penalty: 5303.407715
	Iteration 11F: 3 clusters Score -4987267 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4988249.000000 Penalty: 5303.407715
	Iteration 12Q: 3 clusters Score -4988249 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4989014.500000 Penalty: 5303.407715
	Iteration 13Q: 3 clusters Score -4989014 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4989530.000000 Penalty: 5303.407715
	Iteration 14Q: 3 clusters Score -4989530 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4990028.000000 Penalty: 5303.407715
	Iteration 15Q: 3 clusters Score -4990028 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4990501.500000 Penalty: 5303.407715
	Iteration 16Q: 3 clusters Score -4990502 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4990981.500000 Penalty: 5303.407715
	Iteration 17Q: 3 clusters Score -4990982 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4991492.000000 Penalty: 5303.407715
	Iteration 18Q: 3 clusters Score -4991492 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4991954.500000 Penalty: 5303.407715
	Iteration 19Q: 3 clusters Score -4991954 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -4992381.000000 Penalty: 5303.407715
	Iteration 20F: 3 clusters Score -4992381 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4992757.000000 Penalty: 5303.407715
	Iteration 21Q: 3 clusters Score -4992757 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4993070.500000 Penalty: 5303.407715
	Iteration 22Q: 3 clusters Score -4993070 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4993366.500000 Penalty: 5303.407715
	Iteration 23Q: 3 clusters Score -4993366 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4993635.000000 Penalty: 5303.407715
	Iteration 24Q: 3 clusters Score -4993635 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4993866.000000 Penalty: 5303.407715
	Iteration 25Q: 3 clusters Score -4993866 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4994036.000000 Penalty: 5303.407715
	Iteration 26Q: 3 clusters Score -4994036 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4994139.500000 Penalty: 5303.407715
	Iteration 27Q: 3 clusters Score -4994140 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4994244.500000 Penalty: 5303.407715
	Iteration 28Q: 3 clusters Score -4994244 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4994289.000000 Penalty: 5303.407715
	Iteration 29Q: 3 clusters Score -4994289 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -4994340.000000 Penalty: 5303.407715
	Iteration 30Q: 3 clusters Score -4994340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4994362.000000 Penalty: 5303.407715
	Iteration 31Q: 3 clusters Score -4994362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4994379.000000 Penalty: 5303.407715
	Iteration 32Q: 3 clusters Score -4994379 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4994409.500000 Penalty: 5303.407715
	Iteration 33Q: 3 clusters Score -4994410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -4994429.500000 Penalty: 5303.407715
	Iteration 34Q: 3 clusters Score -4994430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4994439.000000 Penalty: 5303.407715
	Iteration 35Q: 3 clusters Score -4994439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -4994449.500000 Penalty: 5303.407715
	Iteration 36Q: 3 clusters Score -4994450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4994456.500000 Penalty: 5303.407715
	Iteration 37Q: 3 clusters Score -4994456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -4994457.500000 Penalty: 5303.407715
	Iteration 38Q: 3 clusters Score -4994458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -4994467.000000 Penalty: 5303.407715
	Iteration 39Q: 3 clusters Score -4994467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4994477.000000 Penalty: 5303.407715
	Iteration 40F: 3 clusters Score -4994477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4994488.000000 Penalty: 5303.407715
	Iteration 41Q: 3 clusters Score -4994488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4994490.000000 Penalty: 5303.407715
	Iteration 42Q: 3 clusters Score -4994490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4994503.500000 Penalty: 5303.407715
	Iteration 43Q: 3 clusters Score -4994504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4994512.000000 Penalty: 5303.407715
	Iteration 44Q: 3 clusters Score -4994512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4994494.500000 Penalty: 5303.407715
	Iteration 45Q: 3 clusters Score -4994494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4994507.000000 Penalty: 5303.407715
	Iteration 46Q: 3 clusters Score -4994507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -4994512.000000 Penalty: 5303.407715
	Iteration 47Q: 3 clusters Score -4994512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4994507.500000 Penalty: 5303.407715
	Iteration 48Q: 3 clusters Score -4994508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4994505.000000 Penalty: 5303.407715
	Iteration 49Q: 3 clusters Score -4994505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4994507.500000 Penalty: 5303.407715
	Iteration 50Q: 3 clusters Score -4994508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4994503.500000 Penalty: 5303.407715
	Iteration 51Q: 3 clusters Score -4994504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4994505.000000 Penalty: 5303.407715
	Iteration 52Q: 3 clusters Score -4994505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4994508.000000 Penalty: 5303.407715
	Iteration 53Q: 3 clusters Score -4994508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4994507.500000 Penalty: 5303.407715
	Iteration 54Q: 3 clusters Score -4994508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -4994506.500000 Penalty: 5303.407715
	Iteration 55Q: 3 clusters Score -4994506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4994506.500000 Penalty: 5303.407715
	Iteration 56Q: 3 clusters Score -4994506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4994510.500000 Penalty: 5303.407715
	Iteration 57Q: 3 clusters Score -4994510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4994505.000000 Penalty: 5303.407715
	Iteration 58Q: 3 clusters Score -4994505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4994512.000000 Penalty: 5303.407715
	Iteration 59Q: 3 clusters Score -4994512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4994512.000000 Penalty: 5303.407715
	Iteration 60F: 3 clusters Score -4994512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -55639.621094 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -55639.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54043.062500 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -54043.06 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54343.484375 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -54343.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54536.347656 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -54536.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54689.855469 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -54689.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54857.628906 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -54857.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54980.539062 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -54980.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55093.328125 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -55093.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55184.789062 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -55184.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55281.875000 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -55281.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55368.484375 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -55368.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55474.593750 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -55474.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55513.718750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -55513.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55521.628906 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -55521.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55536.996094 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -55537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55580.601562 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -55580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55650.554688 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -55650.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55749.800781 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -55749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55860.671875 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -55860.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55892.304688 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -55892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55892.304688 Penalty: 3180.261963
	Iteration 19F: 3 clusters Score -55892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 321 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343507 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 288 members 
Entering Unmasked Estep 
Score: -110922176.000000 Penalty: 161184.531250
Splitting cluster 10 changes total score from -110923776.000000 to -110922176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -163689.640625 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -163689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161309.906250 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -161309.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161714.125000 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -161714.1 nChanged 111
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: -161814.109375 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -161814.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161856.812500 Penalty: 3668.886719
	Iteration 3Q: 3 clusters Score -161856.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161883.140625 Penalty: 3668.886719
	Iteration 4Q: 3 clusters Score -161883.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161909.515625 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -161909.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161928.578125 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -161928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161941.500000 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -161941.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161956.890625 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -161956.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161969.359375 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -161969.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161979.390625 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -161979.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161990.625000 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -161990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161997.828125 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -161997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162007.968750 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -162008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162014.328125 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -162014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -162023.296875 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -162023.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -162034.656250 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -162034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162043.750000 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -162043.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162060.984375 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -162061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162075.171875 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -162075.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -162089.546875 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -162089.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -162107.765625 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -162107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -162121.906250 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -162121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -162133.546875 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -162133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -162143.062500 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -162143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162151.531250 Penalty: 3668.886719
	Iteration 25Q: 3 clusters Score -162151.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -162159.078125 Penalty: 3668.886719
	Iteration 26Q: 3 clusters Score -162159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -162161.609375 Penalty: 3668.886719
	Iteration 27Q: 3 clusters Score -162161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -162165.843750 Penalty: 3668.886719
	Iteration 28Q: 3 clusters Score -162165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -162171.718750 Penalty: 3668.886719
	Iteration 29Q: 3 clusters Score -162171.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -162181.343750 Penalty: 3668.886719
	Iteration 30Q: 3 clusters Score -162181.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -162191.390625 Penalty: 3668.886719
	Iteration 31Q: 3 clusters Score -162191.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162205.140625 Penalty: 3668.886719
	Iteration 32Q: 3 clusters Score -162205.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -162225.406250 Penalty: 3668.886719
	Iteration 33Q: 3 clusters Score -162225.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162250.296875 Penalty: 3668.886719
	Iteration 34Q: 3 clusters Score -162250.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -162281.656250 Penalty: 3668.886719
	Iteration 35Q: 3 clusters Score -162281.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162306.031250 Penalty: 3668.886719
	Iteration 36Q: 3 clusters Score -162306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -162328.421875 Penalty: 3668.886719
	Iteration 37Q: 3 clusters Score -162328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -162350.843750 Penalty: 3668.886719
	Iteration 38Q: 3 clusters Score -162350.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -162361.515625 Penalty: 3668.886719
	Iteration 39Q: 3 clusters Score -162361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -162372.843750 Penalty: 3668.886719
	Iteration 40F: 3 clusters Score -162372.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -162381.953125 Penalty: 3668.886719
	Iteration 41Q: 3 clusters Score -162382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162390.890625 Penalty: 3668.886719
	Iteration 42Q: 3 clusters Score -162390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -162395.078125 Penalty: 3668.886719
	Iteration 43Q: 3 clusters Score -162395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -162397.859375 Penalty: 3668.886719
	Iteration 44Q: 3 clusters Score -162397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -162403.125000 Penalty: 3668.886719
	Iteration 45Q: 3 clusters Score -162403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162410.484375 Penalty: 3668.886719
	Iteration 46Q: 3 clusters Score -162410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -162425.781250 Penalty: 3668.886719
	Iteration 47Q: 3 clusters Score -162425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162442.906250 Penalty: 3668.886719
	Iteration 48Q: 3 clusters Score -162442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162457.375000 Penalty: 3668.886719
	Iteration 49Q: 3 clusters Score -162457.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162472.171875 Penalty: 3668.886719
	Iteration 50Q: 3 clusters Score -162472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -162490.078125 Penalty: 3668.886719
	Iteration 51Q: 3 clusters Score -162490.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -162510.796875 Penalty: 3668.886719
	Iteration 52Q: 3 clusters Score -162510.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162528.625000 Penalty: 3668.886719
	Iteration 53Q: 3 clusters Score -162528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -162548.781250 Penalty: 3668.886719
	Iteration 54Q: 3 clusters Score -162548.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -162566.562500 Penalty: 3668.886719
	Iteration 55Q: 3 clusters Score -162566.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -162594.453125 Penalty: 3668.886719
	Iteration 56Q: 3 clusters Score -162594.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -162626.171875 Penalty: 3668.886719
	Iteration 57Q: 3 clusters Score -162626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162645.296875 Penalty: 3668.886719
	Iteration 58Q: 3 clusters Score -162645.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -162659.687500 Penalty: 3668.886719
	Iteration 59Q: 3 clusters Score -162659.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -162674.375000 Penalty: 3668.886719
	Iteration 60F: 3 clusters Score -162674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -162682.062500 Penalty: 3668.886719
	Iteration 61Q: 3 clusters Score -162682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -162693.734375 Penalty: 3668.886719
	Iteration 62Q: 3 clusters Score -162693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162709.984375 Penalty: 3668.886719
	Iteration 63Q: 3 clusters Score -162710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -162733.093750 Penalty: 3668.886719
	Iteration 64Q: 3 clusters Score -162733.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162752.375000 Penalty: 3668.886719
	Iteration 65Q: 3 clusters Score -162752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -162762.390625 Penalty: 3668.886719
	Iteration 66Q: 3 clusters Score -162762.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -162772.875000 Penalty: 3668.886719
	Iteration 67Q: 3 clusters Score -162772.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -162779.187500 Penalty: 3668.886719
	Iteration 68Q: 3 clusters Score -162779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162795.671875 Penalty: 3668.886719
	Iteration 69Q: 3 clusters Score -162795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162808.171875 Penalty: 3668.886719
	Iteration 70Q: 3 clusters Score -162808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -162822.656250 Penalty: 3668.886719
	Iteration 71Q: 3 clusters Score -162822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -162843.515625 Penalty: 3668.886719
	Iteration 72Q: 3 clusters Score -162843.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -162857.437500 Penalty: 3668.886719
	Iteration 73Q: 3 clusters Score -162857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -162870.609375 Penalty: 3668.886719
	Iteration 74Q: 3 clusters Score -162870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162875.515625 Penalty: 3668.886719
	Iteration 75Q: 3 clusters Score -162875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162875.796875 Penalty: 3668.886719
	Iteration 76Q: 3 clusters Score -162875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162875.796875 Penalty: 3668.886719
	Iteration 77F: 3 clusters Score -162875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Entering Unmasked Estep 
Score: -10913808.000000 Penalty: 2845.765381
	Iteration 0F: 2 clusters Score -1.091381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -10849131.000000 Penalty: 5691.530762
	Iteration 0F: 3 clusters Score -1.084913e+07 nChanged 45533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -10875141.000000 Penalty: 5691.530762
	Iteration 1F: 3 clusters Score -1.087514e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -10876086.000000 Penalty: 5691.530762
	Iteration 2Q: 3 clusters Score -1.087609e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -10877372.000000 Penalty: 5691.530762
	Iteration 3Q: 3 clusters Score -1.087737e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -10878929.000000 Penalty: 5691.530762
	Iteration 4Q: 3 clusters Score -1.087893e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -10880927.000000 Penalty: 5691.530762
	Iteration 5Q: 3 clusters Score -1.088093e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -10883642.000000 Penalty: 5691.530762
	Iteration 6F: 3 clusters Score -1.088364e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -10887172.000000 Penalty: 5691.530762
	Iteration 7F: 3 clusters Score -1.088717e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -10891038.000000 Penalty: 5691.530762
	Iteration 8F: 3 clusters Score -1.089104e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -10895199.000000 Penalty: 5691.530762
	Iteration 9F: 3 clusters Score -1.08952e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -10899079.000000 Penalty: 5691.530762
	Iteration 10F: 3 clusters Score -1.089908e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -10902374.000000 Penalty: 5691.530762
	Iteration 11Q: 3 clusters Score -1.090237e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -10904946.000000 Penalty: 5691.530762
	Iteration 12Q: 3 clusters Score -1.090495e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -10906823.000000 Penalty: 5691.530762
	Iteration 13Q: 3 clusters Score -1.090682e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -10908066.000000 Penalty: 5691.530762
	Iteration 14Q: 3 clusters Score -1.090807e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -10909077.000000 Penalty: 5691.530762
	Iteration 15Q: 3 clusters Score -1.090908e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -10909661.000000 Penalty: 5691.530762
	Iteration 16Q: 3 clusters Score -1.090966e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -10910082.000000 Penalty: 5691.530762
	Iteration 17Q: 3 clusters Score -1.091008e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -10910385.000000 Penalty: 5691.530762
	Iteration 18Q: 3 clusters Score -1.091038e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -10910618.000000 Penalty: 5691.530762
	Iteration 19Q: 3 clusters Score -1.091062e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -10910791.000000 Penalty: 5691.530762
	Iteration 20F: 3 clusters Score -1.091079e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -10910895.000000 Penalty: 5691.530762
	Iteration 21Q: 3 clusters Score -1.09109e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -10911008.000000 Penalty: 5691.530762
	Iteration 22Q: 3 clusters Score -1.091101e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -10911070.000000 Penalty: 5691.530762
	Iteration 23Q: 3 clusters Score -1.091107e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -10911147.000000 Penalty: 5691.530762
	Iteration 24Q: 3 clusters Score -1.091115e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -10911182.000000 Penalty: 5691.530762
	Iteration 25Q: 3 clusters Score -1.091118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -10911210.000000 Penalty: 5691.530762
	Iteration 26Q: 3 clusters Score -1.091121e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -10911226.000000 Penalty: 5691.530762
	Iteration 27Q: 3 clusters Score -1.091123e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -10911239.000000 Penalty: 5691.530762
	Iteration 28Q: 3 clusters Score -1.091124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -10911267.000000 Penalty: 5691.530762
	Iteration 29Q: 3 clusters Score -1.091127e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -10911279.000000 Penalty: 5691.530762
	Iteration 30Q: 3 clusters Score -1.091128e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -10911297.000000 Penalty: 5691.530762
	Iteration 31Q: 3 clusters Score -1.09113e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -10911312.000000 Penalty: 5691.530762
	Iteration 32Q: 3 clusters Score -1.091131e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -10911335.000000 Penalty: 5691.530762
	Iteration 33Q: 3 clusters Score -1.091134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -10911356.000000 Penalty: 5691.530762
	Iteration 34Q: 3 clusters Score -1.091136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -10911356.000000 Penalty: 5691.530762
	Iteration 35Q: 3 clusters Score -1.091136e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -10911394.000000 Penalty: 5691.530762
	Iteration 36Q: 3 clusters Score -1.091139e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -10911406.000000 Penalty: 5691.530762
	Iteration 37Q: 3 clusters Score -1.091141e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -10911422.000000 Penalty: 5691.530762
	Iteration 38Q: 3 clusters Score -1.091142e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -10911412.000000 Penalty: 5691.530762
	Iteration 39Q: 3 clusters Score -1.091141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 94303 members 
Entering Unmasked Estep 
Score: -10911425.000000 Penalty: 5691.530762
	Iteration 40F: 3 clusters Score -1.091142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 94331 members 
Entering Unmasked Estep 
Score: -10911434.000000 Penalty: 5691.530762
	Iteration 41Q: 3 clusters Score -1.091143e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -10911453.000000 Penalty: 5691.530762
	Iteration 42Q: 3 clusters Score -1.091145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -10911471.000000 Penalty: 5691.530762
	Iteration 43Q: 3 clusters Score -1.091147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -10911458.000000 Penalty: 5691.530762
	Iteration 44Q: 3 clusters Score -1.091146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -10911458.000000 Penalty: 5691.530762
	Iteration 45Q: 3 clusters Score -1.091146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -10911467.000000 Penalty: 5691.530762
	Iteration 46Q: 3 clusters Score -1.091147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -10911483.000000 Penalty: 5691.530762
	Iteration 47Q: 3 clusters Score -1.091148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -10911476.000000 Penalty: 5691.530762
	Iteration 48Q: 3 clusters Score -1.091148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -10911492.000000 Penalty: 5691.530762
	Iteration 49Q: 3 clusters Score -1.091149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -10911484.000000 Penalty: 5691.530762
	Iteration 50Q: 3 clusters Score -1.091148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -10911480.000000 Penalty: 5691.530762
	Iteration 51Q: 3 clusters Score -1.091148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -10911478.000000 Penalty: 5691.530762
	Iteration 52Q: 3 clusters Score -1.091148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -10911475.000000 Penalty: 5691.530762
	Iteration 53Q: 3 clusters Score -1.091148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -10911482.000000 Penalty: 5691.530762
	Iteration 54Q: 3 clusters Score -1.091148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -10911474.000000 Penalty: 5691.530762
	Iteration 55Q: 3 clusters Score -1.091147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -10911473.000000 Penalty: 5691.530762
	Iteration 56Q: 3 clusters Score -1.091147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -10911477.000000 Penalty: 5691.530762
	Iteration 57Q: 3 clusters Score -1.091148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -10911482.000000 Penalty: 5691.530762
	Iteration 58Q: 3 clusters Score -1.091148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -10911488.000000 Penalty: 5691.530762
	Iteration 59Q: 3 clusters Score -1.091149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -10911485.000000 Penalty: 5691.530762
	Iteration 60F: 3 clusters Score -1.091148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -10911489.000000 Penalty: 5691.530762
	Iteration 61Q: 3 clusters Score -1.091149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -10911484.000000 Penalty: 5691.530762
	Iteration 62Q: 3 clusters Score -1.091148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -10911496.000000 Penalty: 5691.530762
	Iteration 63Q: 3 clusters Score -1.09115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -10911500.000000 Penalty: 5691.530762
	Iteration 64Q: 3 clusters Score -1.09115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -10911500.000000 Penalty: 5691.530762
	Iteration 65Q: 3 clusters Score -1.09115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -10911496.000000 Penalty: 5691.530762
	Iteration 66Q: 3 clusters Score -1.09115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -10911502.000000 Penalty: 5691.530762
	Iteration 67Q: 3 clusters Score -1.09115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -10911502.000000 Penalty: 5691.530762
	Iteration 68F: 3 clusters Score -1.09115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Entering Unmasked Estep 
Score: -5614097.500000 Penalty: 2679.783447
	Iteration 0F: 2 clusters Score -5614098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5580877.500000 Penalty: 5359.566895
	Iteration 0F: 3 clusters Score -5580878 nChanged 22754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -5593607.500000 Penalty: 5359.566895
	Iteration 1F: 3 clusters Score -5593608 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5594528.500000 Penalty: 5359.566895
	Iteration 2Q: 3 clusters Score -5594528 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5595846.500000 Penalty: 5359.566895
	Iteration 3F: 3 clusters Score -5595846 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -5598159.500000 Penalty: 5359.566895
	Iteration 4F: 3 clusters Score -5598160 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -5601611.500000 Penalty: 5359.566895
	Iteration 5F: 3 clusters Score -5601612 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5605811.500000 Penalty: 5359.566895
	Iteration 6F: 3 clusters Score -5605812 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -5609074.000000 Penalty: 5359.566895
	Iteration 7F: 3 clusters Score -5609074 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -5610911.500000 Penalty: 5359.566895
	Iteration 8Q: 3 clusters Score -5610912 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -5611753.000000 Penalty: 5359.566895
	Iteration 9Q: 3 clusters Score -5611753 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5612109.000000 Penalty: 5359.566895
	Iteration 10Q: 3 clusters Score -5612109 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -5612298.500000 Penalty: 5359.566895
	Iteration 11Q: 3 clusters Score -5612298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -5612402.500000 Penalty: 5359.566895
	Iteration 12Q: 3 clusters Score -5612402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -5612465.500000 Penalty: 5359.566895
	Iteration 13Q: 3 clusters Score -5612466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5612501.000000 Penalty: 5359.566895
	Iteration 14Q: 3 clusters Score -5612501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5612520.000000 Penalty: 5359.566895
	Iteration 15Q: 3 clusters Score -5612520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -5612524.500000 Penalty: 5359.566895
	Iteration 16Q: 3 clusters Score -5612524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -5612536.000000 Penalty: 5359.566895
	Iteration 17Q: 3 clusters Score -5612536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -5612533.500000 Penalty: 5359.566895
	Iteration 18Q: 3 clusters Score -5612534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -5612540.500000 Penalty: 5359.566895
	Iteration 19Q: 3 clusters Score -5612540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -5612543.500000 Penalty: 5359.566895
	Iteration 20F: 3 clusters Score -5612544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5612541.000000 Penalty: 5359.566895
	Iteration 21Q: 3 clusters Score -5612541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5612542.500000 Penalty: 5359.566895
	Iteration 22Q: 3 clusters Score -5612542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5612543.000000 Penalty: 5359.566895
	Iteration 23Q: 3 clusters Score -5612543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5612544.500000 Penalty: 5359.566895
	Iteration 24Q: 3 clusters Score -5612544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -5612547.000000 Penalty: 5359.566895
	Iteration 25Q: 3 clusters Score -5612547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -5612554.000000 Penalty: 5359.566895
	Iteration 26Q: 3 clusters Score -5612554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -5612553.500000 Penalty: 5359.566895
	Iteration 27Q: 3 clusters Score -5612554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -5612551.000000 Penalty: 5359.566895
	Iteration 28Q: 3 clusters Score -5612551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -5612558.000000 Penalty: 5359.566895
	Iteration 29Q: 3 clusters Score -5612558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -5612559.500000 Penalty: 5359.566895
	Iteration 30Q: 3 clusters Score -5612560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5612559.000000 Penalty: 5359.566895
	Iteration 31Q: 3 clusters Score -5612559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5612557.500000 Penalty: 5359.566895
	Iteration 32Q: 3 clusters Score -5612558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -5612558.500000 Penalty: 5359.566895
	Iteration 33Q: 3 clusters Score -5612558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5612563.500000 Penalty: 5359.566895
	Iteration 34Q: 3 clusters Score -5612564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5612563.500000 Penalty: 5359.566895
	Iteration 35F: 3 clusters Score -5612564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -145104.171875 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -145104.2 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 700 members 
Entering Unmasked Estep 
Score: -142891.000000 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -142891 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -143282.609375 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -143282.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143415.531250 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -143415.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -143485.015625 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -143485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -143533.234375 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -143533.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -143553.750000 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -143553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -143562.562500 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -143562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -143569.093750 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -143569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -143572.562500 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -143572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -143574.906250 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -143574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -143578.562500 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -143578.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -143583.187500 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -143583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -143590.468750 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -143590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -143595.062500 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -143595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -143596.078125 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -143596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -143596.703125 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -143596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -143596.703125 Penalty: 3594.198486
	Iteration 16F: 3 clusters Score -143596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -130528.726562 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -130528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128450.015625 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -128450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128774.609375 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -128774.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128880.742188 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -128880.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128966.898438 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -128966.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129028.960938 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -129029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129072.164062 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -129072.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129113.406250 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -129113.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -129141.296875 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -129141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129174.984375 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -129175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129201.007812 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -129201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -129218.945312 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -129218.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -129237.093750 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -129237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -129251.695312 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -129251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -129259.351562 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -129259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -129261.976562 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -129262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -129268.273438 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -129268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -129273.062500 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -129273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -129279.359375 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -129279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -129281.679688 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -129281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -129281.679688 Penalty: 3507.500244
	Iteration 19F: 3 clusters Score -129281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Entering Unmasked Estep 
Score: -2802636.250000 Penalty: 2513.449463
	Iteration 0F: 2 clusters Score -2802636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2785312.750000 Penalty: 5026.898926
	Iteration 0F: 3 clusters Score -2785313 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2791576.500000 Penalty: 5026.898926
	Iteration 1F: 3 clusters Score -2791576 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2792324.250000 Penalty: 5026.898926
	Iteration 2F: 3 clusters Score -2792324 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2792989.750000 Penalty: 5026.898926
	Iteration 3F: 3 clusters Score -2792990 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2793489.250000 Penalty: 5026.898926
	Iteration 4Q: 3 clusters Score -2793489 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2793969.750000 Penalty: 5026.898926
	Iteration 5Q: 3 clusters Score -2793970 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2794369.500000 Penalty: 5026.898926
	Iteration 6Q: 3 clusters Score -2794370 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2794742.000000 Penalty: 5026.898926
	Iteration 7Q: 3 clusters Score -2794742 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2795111.750000 Penalty: 5026.898926
	Iteration 8Q: 3 clusters Score -2795112 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2795512.000000 Penalty: 5026.898926
	Iteration 9Q: 3 clusters Score -2795512 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2795977.500000 Penalty: 5026.898926
	Iteration 10Q: 3 clusters Score -2795978 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2796541.750000 Penalty: 5026.898926
	Iteration 11Q: 3 clusters Score -2796542 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2797137.500000 Penalty: 5026.898926
	Iteration 12Q: 3 clusters Score -2797138 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2797754.000000 Penalty: 5026.898926
	Iteration 13Q: 3 clusters Score -2797754 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2798357.250000 Penalty: 5026.898926
	Iteration 14Q: 3 clusters Score -2798357 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2798852.000000 Penalty: 5026.898926
	Iteration 15Q: 3 clusters Score -2798852 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2799256.000000 Penalty: 5026.898926
	Iteration 16Q: 3 clusters Score -2799256 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2799545.500000 Penalty: 5026.898926
	Iteration 17Q: 3 clusters Score -2799546 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2799791.250000 Penalty: 5026.898926
	Iteration 18Q: 3 clusters Score -2799791 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2799985.750000 Penalty: 5026.898926
	Iteration 19Q: 3 clusters Score -2799986 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2800139.000000 Penalty: 5026.898926
	Iteration 20F: 3 clusters Score -2800139 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2800252.000000 Penalty: 5026.898926
	Iteration 21Q: 3 clusters Score -2800252 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2800365.500000 Penalty: 5026.898926
	Iteration 22Q: 3 clusters Score -2800366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2800449.250000 Penalty: 5026.898926
	Iteration 23Q: 3 clusters Score -2800449 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2800523.000000 Penalty: 5026.898926
	Iteration 24Q: 3 clusters Score -2800523 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2800594.750000 Penalty: 5026.898926
	Iteration 25Q: 3 clusters Score -2800595 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2800665.500000 Penalty: 5026.898926
	Iteration 26Q: 3 clusters Score -2800666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2800714.000000 Penalty: 5026.898926
	Iteration 27Q: 3 clusters Score -2800714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2800749.500000 Penalty: 5026.898926
	Iteration 28Q: 3 clusters Score -2800750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2800791.250000 Penalty: 5026.898926
	Iteration 29Q: 3 clusters Score -2800791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2800812.500000 Penalty: 5026.898926
	Iteration 30Q: 3 clusters Score -2800812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2800827.250000 Penalty: 5026.898926
	Iteration 31Q: 3 clusters Score -2800827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2800845.250000 Penalty: 5026.898926
	Iteration 32Q: 3 clusters Score -2800845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2800861.250000 Penalty: 5026.898926
	Iteration 33Q: 3 clusters Score -2800861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2800881.750000 Penalty: 5026.898926
	Iteration 34Q: 3 clusters Score -2800882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2800895.500000 Penalty: 5026.898926
	Iteration 35Q: 3 clusters Score -2800896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2800900.500000 Penalty: 5026.898926
	Iteration 36Q: 3 clusters Score -2800900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2800911.000000 Penalty: 5026.898926
	Iteration 37Q: 3 clusters Score -2800911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2800922.000000 Penalty: 5026.898926
	Iteration 38Q: 3 clusters Score -2800922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2800935.750000 Penalty: 5026.898926
	Iteration 39Q: 3 clusters Score -2800936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2800970.000000 Penalty: 5026.898926
	Iteration 40F: 3 clusters Score -2800970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2800992.750000 Penalty: 5026.898926
	Iteration 41Q: 3 clusters Score -2800993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2801010.000000 Penalty: 5026.898926
	Iteration 42Q: 3 clusters Score -2801010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2801024.750000 Penalty: 5026.898926
	Iteration 43Q: 3 clusters Score -2801025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2801029.000000 Penalty: 5026.898926
	Iteration 44Q: 3 clusters Score -2801029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2801035.750000 Penalty: 5026.898926
	Iteration 45Q: 3 clusters Score -2801036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2801032.500000 Penalty: 5026.898926
	Iteration 46Q: 3 clusters Score -2801032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2801036.250000 Penalty: 5026.898926
	Iteration 47Q: 3 clusters Score -2801036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2801035.500000 Penalty: 5026.898926
	Iteration 48Q: 3 clusters Score -2801036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2801041.500000 Penalty: 5026.898926
	Iteration 49Q: 3 clusters Score -2801042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2801044.500000 Penalty: 5026.898926
	Iteration 50Q: 3 clusters Score -2801044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2801044.750000 Penalty: 5026.898926
	Iteration 51Q: 3 clusters Score -2801045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2801043.250000 Penalty: 5026.898926
	Iteration 52Q: 3 clusters Score -2801043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2801041.000000 Penalty: 5026.898926
	Iteration 53Q: 3 clusters Score -2801041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2801043.250000 Penalty: 5026.898926
	Iteration 54Q: 3 clusters Score -2801043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2801041.250000 Penalty: 5026.898926
	Iteration 55Q: 3 clusters Score -2801041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2801038.750000 Penalty: 5026.898926
	Iteration 56Q: 3 clusters Score -2801039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2801041.500000 Penalty: 5026.898926
	Iteration 57Q: 3 clusters Score -2801042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2801041.500000 Penalty: 5026.898926
	Iteration 58F: 3 clusters Score -2801042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -429745.031250 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -429745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -425737.343750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -425737.3 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -426914.250000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -426914.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -427558.593750 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -427558.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -428146.468750 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -428146.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -428476.218750 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -428476.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -428670.312500 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -428670.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -428784.468750 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -428784.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -428843.687500 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -428843.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -428890.937500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -428890.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -428923.718750 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -428923.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -428953.906250 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -428953.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -428983.656250 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -428983.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -429014.000000 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -429014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -429057.531250 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -429057.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -429097.500000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -429097.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -429129.187500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -429129.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -429154.531250 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -429154.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -429173.093750 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -429173.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -429185.250000 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -429185.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -429192.781250 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -429192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -429196.843750 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -429196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -429200.062500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -429200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -429201.781250 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -429201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -429203.187500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -429203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -429204.937500 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -429204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -429205.906250 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -429205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -429206.531250 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -429206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -429208.093750 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -429208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -429207.187500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -429207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -429207.187500 Penalty: 4144.734863
	Iteration 29F: 3 clusters Score -429207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Entering Unmasked Estep 
Score: -2761944.500000 Penalty: 2502.682129
	Iteration 0F: 2 clusters Score -2761944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2745163.250000 Penalty: 5005.364258
	Iteration 0F: 3 clusters Score -2745163 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2750792.500000 Penalty: 5005.364258
	Iteration 1F: 3 clusters Score -2750792 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2751148.000000 Penalty: 5005.364258
	Iteration 2Q: 3 clusters Score -2751148 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2751463.750000 Penalty: 5005.364258
	Iteration 3Q: 3 clusters Score -2751464 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2751753.250000 Penalty: 5005.364258
	Iteration 4Q: 3 clusters Score -2751753 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2751974.750000 Penalty: 5005.364258
	Iteration 5Q: 3 clusters Score -2751975 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2752229.750000 Penalty: 5005.364258
	Iteration 6Q: 3 clusters Score -2752230 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2752514.000000 Penalty: 5005.364258
	Iteration 7Q: 3 clusters Score -2752514 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2752930.500000 Penalty: 5005.364258
	Iteration 8Q: 3 clusters Score -2752930 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2753451.250000 Penalty: 5005.364258
	Iteration 9Q: 3 clusters Score -2753451 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2754195.500000 Penalty: 5005.364258
	Iteration 10Q: 3 clusters Score -2754196 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2755167.250000 Penalty: 5005.364258
	Iteration 11F: 3 clusters Score -2755167 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2756147.500000 Penalty: 5005.364258
	Iteration 12F: 3 clusters Score -2756148 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2756797.750000 Penalty: 5005.364258
	Iteration 13Q: 3 clusters Score -2756798 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2757171.750000 Penalty: 5005.364258
	Iteration 14Q: 3 clusters Score -2757172 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2757400.500000 Penalty: 5005.364258
	Iteration 15Q: 3 clusters Score -2757400 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2757548.500000 Penalty: 5005.364258
	Iteration 16Q: 3 clusters Score -2757548 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2757700.500000 Penalty: 5005.364258
	Iteration 17Q: 3 clusters Score -2757700 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2757848.750000 Penalty: 5005.364258
	Iteration 18Q: 3 clusters Score -2757849 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2758001.250000 Penalty: 5005.364258
	Iteration 19Q: 3 clusters Score -2758001 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2758133.500000 Penalty: 5005.364258
	Iteration 20F: 3 clusters Score -2758134 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2758329.250000 Penalty: 5005.364258
	Iteration 21Q: 3 clusters Score -2758329 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2758528.500000 Penalty: 5005.364258
	Iteration 22Q: 3 clusters Score -2758528 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2758800.000000 Penalty: 5005.364258
	Iteration 23Q: 3 clusters Score -2758800 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2759159.000000 Penalty: 5005.364258
	Iteration 24Q: 3 clusters Score -2759159 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2759584.500000 Penalty: 5005.364258
	Iteration 25Q: 3 clusters Score -2759584 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2760116.750000 Penalty: 5005.364258
	Iteration 26Q: 3 clusters Score -2760117 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2760674.750000 Penalty: 5005.364258
	Iteration 27Q: 3 clusters Score -2760675 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2761101.250000 Penalty: 5005.364258
	Iteration 28Q: 3 clusters Score -2761101 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2761340.500000 Penalty: 5005.364258
	Iteration 29Q: 3 clusters Score -2761340 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2761454.750000 Penalty: 5005.364258
	Iteration 30Q: 3 clusters Score -2761455 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2761530.750000 Penalty: 5005.364258
	Iteration 31Q: 3 clusters Score -2761531 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2761578.500000 Penalty: 5005.364258
	Iteration 32Q: 3 clusters Score -2761578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2761610.000000 Penalty: 5005.364258
	Iteration 33Q: 3 clusters Score -2761610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2761626.500000 Penalty: 5005.364258
	Iteration 34Q: 3 clusters Score -2761626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2761641.250000 Penalty: 5005.364258
	Iteration 35Q: 3 clusters Score -2761641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2761662.500000 Penalty: 5005.364258
	Iteration 36Q: 3 clusters Score -2761662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2761669.500000 Penalty: 5005.364258
	Iteration 37Q: 3 clusters Score -2761670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2761685.500000 Penalty: 5005.364258
	Iteration 38Q: 3 clusters Score -2761686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2761693.250000 Penalty: 5005.364258
	Iteration 39Q: 3 clusters Score -2761693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2761710.500000 Penalty: 5005.364258
	Iteration 40F: 3 clusters Score -2761710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2761720.750000 Penalty: 5005.364258
	Iteration 41Q: 3 clusters Score -2761721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2761725.000000 Penalty: 5005.364258
	Iteration 42Q: 3 clusters Score -2761725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2761736.750000 Penalty: 5005.364258
	Iteration 43Q: 3 clusters Score -2761737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2761734.500000 Penalty: 5005.364258
	Iteration 44Q: 3 clusters Score -2761734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2761739.500000 Penalty: 5005.364258
	Iteration 45Q: 3 clusters Score -2761740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2761737.500000 Penalty: 5005.364258
	Iteration 46Q: 3 clusters Score -2761738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2761740.250000 Penalty: 5005.364258
	Iteration 47Q: 3 clusters Score -2761740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2761736.750000 Penalty: 5005.364258
	Iteration 48Q: 3 clusters Score -2761737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2761742.250000 Penalty: 5005.364258
	Iteration 49Q: 3 clusters Score -2761742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2761741.500000 Penalty: 5005.364258
	Iteration 50Q: 3 clusters Score -2761742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2761743.500000 Penalty: 5005.364258
	Iteration 51Q: 3 clusters Score -2761744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2761751.500000 Penalty: 5005.364258
	Iteration 52Q: 3 clusters Score -2761752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2761748.500000 Penalty: 5005.364258
	Iteration 53Q: 3 clusters Score -2761748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2761754.500000 Penalty: 5005.364258
	Iteration 54Q: 3 clusters Score -2761754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2761756.750000 Penalty: 5005.364258
	Iteration 55Q: 3 clusters Score -2761757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2761752.500000 Penalty: 5005.364258
	Iteration 56Q: 3 clusters Score -2761752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2761762.000000 Penalty: 5005.364258
	Iteration 57Q: 3 clusters Score -2761762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2761757.000000 Penalty: 5005.364258
	Iteration 58Q: 3 clusters Score -2761757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2761759.750000 Penalty: 5005.364258
	Iteration 59Q: 3 clusters Score -2761760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2761757.250000 Penalty: 5005.364258
	Iteration 60F: 3 clusters Score -2761757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2761753.750000 Penalty: 5005.364258
	Iteration 61Q: 3 clusters Score -2761754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2761758.250000 Penalty: 5005.364258
	Iteration 62Q: 3 clusters Score -2761758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2761758.250000 Penalty: 5005.364258
	Iteration 63Q: 3 clusters Score -2761758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2761755.750000 Penalty: 5005.364258
	Iteration 64Q: 3 clusters Score -2761756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2761755.750000 Penalty: 5005.364258
	Iteration 65Q: 3 clusters Score -2761756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2761757.250000 Penalty: 5005.364258
	Iteration 66Q: 3 clusters Score -2761757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2761758.750000 Penalty: 5005.364258
	Iteration 67Q: 3 clusters Score -2761759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2761757.250000 Penalty: 5005.364258
	Iteration 68Q: 3 clusters Score -2761757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2761759.250000 Penalty: 5005.364258
	Iteration 69Q: 3 clusters Score -2761759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2761759.250000 Penalty: 5005.364258
	Iteration 70F: 3 clusters Score -2761759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Entering Unmasked Estep 
Score: -974301.687500 Penalty: 2251.699707
	Iteration 0F: 2 clusters Score -974301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -967414.375000 Penalty: 4503.399414
	Iteration 0F: 3 clusters Score -967414.4 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -969368.312500 Penalty: 4503.399414
	Iteration 1F: 3 clusters Score -969368.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -969648.500000 Penalty: 4503.399414
	Iteration 2F: 3 clusters Score -969648.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -969804.375000 Penalty: 4503.399414
	Iteration 3Q: 3 clusters Score -969804.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -969909.687500 Penalty: 4503.399414
	Iteration 4Q: 3 clusters Score -969909.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -969984.375000 Penalty: 4503.399414
	Iteration 5Q: 3 clusters Score -969984.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -970036.875000 Penalty: 4503.399414
	Iteration 6Q: 3 clusters Score -970036.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -970091.875000 Penalty: 4503.399414
	Iteration 7Q: 3 clusters Score -970091.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -970136.312500 Penalty: 4503.399414
	Iteration 8Q: 3 clusters Score -970136.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -970192.062500 Penalty: 4503.399414
	Iteration 9Q: 3 clusters Score -970192.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -970238.875000 Penalty: 4503.399414
	Iteration 10Q: 3 clusters Score -970238.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -970292.000000 Penalty: 4503.399414
	Iteration 11Q: 3 clusters Score -970292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -970349.625000 Penalty: 4503.399414
	Iteration 12Q: 3 clusters Score -970349.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -970399.437500 Penalty: 4503.399414
	Iteration 13Q: 3 clusters Score -970399.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -970455.000000 Penalty: 4503.399414
	Iteration 14Q: 3 clusters Score -970455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -970508.312500 Penalty: 4503.399414
	Iteration 15Q: 3 clusters Score -970508.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -970565.562500 Penalty: 4503.399414
	Iteration 16Q: 3 clusters Score -970565.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -970626.375000 Penalty: 4503.399414
	Iteration 17Q: 3 clusters Score -970626.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -970683.312500 Penalty: 4503.399414
	Iteration 18Q: 3 clusters Score -970683.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -970737.312500 Penalty: 4503.399414
	Iteration 19Q: 3 clusters Score -970737.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -970786.000000 Penalty: 4503.399414
	Iteration 20F: 3 clusters Score -970786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -970829.812500 Penalty: 4503.399414
	Iteration 21Q: 3 clusters Score -970829.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -970879.750000 Penalty: 4503.399414
	Iteration 22Q: 3 clusters Score -970879.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -970942.437500 Penalty: 4503.399414
	Iteration 23Q: 3 clusters Score -970942.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -971019.062500 Penalty: 4503.399414
	Iteration 24Q: 3 clusters Score -971019.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -971103.375000 Penalty: 4503.399414
	Iteration 25Q: 3 clusters Score -971103.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -971203.437500 Penalty: 4503.399414
	Iteration 26Q: 3 clusters Score -971203.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -971299.375000 Penalty: 4503.399414
	Iteration 27Q: 3 clusters Score -971299.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -971386.562500 Penalty: 4503.399414
	Iteration 28Q: 3 clusters Score -971386.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -971475.875000 Penalty: 4503.399414
	Iteration 29Q: 3 clusters Score -971475.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -971561.562500 Penalty: 4503.399414
	Iteration 30Q: 3 clusters Score -971561.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -971633.625000 Penalty: 4503.399414
	Iteration 31Q: 3 clusters Score -971633.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -971695.625000 Penalty: 4503.399414
	Iteration 32Q: 3 clusters Score -971695.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -971742.437500 Penalty: 4503.399414
	Iteration 33Q: 3 clusters Score -971742.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -971784.562500 Penalty: 4503.399414
	Iteration 34Q: 3 clusters Score -971784.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -971814.625000 Penalty: 4503.399414
	Iteration 35Q: 3 clusters Score -971814.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -971838.437500 Penalty: 4503.399414
	Iteration 36Q: 3 clusters Score -971838.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -971857.750000 Penalty: 4503.399414
	Iteration 37Q: 3 clusters Score -971857.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -971872.937500 Penalty: 4503.399414
	Iteration 38Q: 3 clusters Score -971872.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -971883.875000 Penalty: 4503.399414
	Iteration 39Q: 3 clusters Score -971883.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -971891.437500 Penalty: 4503.399414
	Iteration 40F: 3 clusters Score -971891.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -971899.875000 Penalty: 4503.399414
	Iteration 41Q: 3 clusters Score -971899.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -971904.000000 Penalty: 4503.399414
	Iteration 42Q: 3 clusters Score -971904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -971910.500000 Penalty: 4503.399414
	Iteration 43Q: 3 clusters Score -971910.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -971917.875000 Penalty: 4503.399414
	Iteration 44Q: 3 clusters Score -971917.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -971921.000000 Penalty: 4503.399414
	Iteration 45Q: 3 clusters Score -971921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -971925.312500 Penalty: 4503.399414
	Iteration 46Q: 3 clusters Score -971925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -971930.000000 Penalty: 4503.399414
	Iteration 47Q: 3 clusters Score -971930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -971933.687500 Penalty: 4503.399414
	Iteration 48Q: 3 clusters Score -971933.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -971935.875000 Penalty: 4503.399414
	Iteration 49Q: 3 clusters Score -971935.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -971934.625000 Penalty: 4503.399414
	Iteration 50Q: 3 clusters Score -971934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -971938.062500 Penalty: 4503.399414
	Iteration 51Q: 3 clusters Score -971938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -971938.125000 Penalty: 4503.399414
	Iteration 52Q: 3 clusters Score -971938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -971940.750000 Penalty: 4503.399414
	Iteration 53Q: 3 clusters Score -971940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -971940.062500 Penalty: 4503.399414
	Iteration 54Q: 3 clusters Score -971940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -971941.250000 Penalty: 4503.399414
	Iteration 55Q: 3 clusters Score -971941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -971941.937500 Penalty: 4503.399414
	Iteration 56Q: 3 clusters Score -971941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -971943.562500 Penalty: 4503.399414
	Iteration 57Q: 3 clusters Score -971943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -971943.687500 Penalty: 4503.399414
	Iteration 58Q: 3 clusters Score -971943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -971941.500000 Penalty: 4503.399414
	Iteration 59Q: 3 clusters Score -971941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -971941.937500 Penalty: 4503.399414
	Iteration 60F: 3 clusters Score -971941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -446047.906250 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -446047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -442038.937500 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -442038.9 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -443051.687500 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -443051.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -443370.406250 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -443370.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -443598.781250 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -443598.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -443763.281250 Penalty: 4128.870605
	Iteration 4F: 3 clusters Score -443763.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -443890.406250 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -443890.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -444009.000000 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -444009 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -444139.250000 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -444139.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -444231.343750 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -444231.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -444295.718750 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -444295.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -444343.156250 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -444343.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -444381.468750 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -444381.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -444408.531250 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -444408.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -444427.593750 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -444427.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -444445.937500 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -444445.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -444464.843750 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -444464.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -444488.156250 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -444488.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -444509.750000 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -444509.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -444528.531250 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -444528.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -444548.937500 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -444548.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -444568.625000 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -444568.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -444585.437500 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -444585.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -444599.531250 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -444599.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -444609.406250 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -444609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -444616.625000 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -444616.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -444626.875000 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -444626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -444632.187500 Penalty: 4128.870605
	Iteration 26Q: 3 clusters Score -444632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -444634.187500 Penalty: 4128.870605
	Iteration 27Q: 3 clusters Score -444634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -444638.125000 Penalty: 4128.870605
	Iteration 28Q: 3 clusters Score -444638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -444641.468750 Penalty: 4128.870605
	Iteration 29Q: 3 clusters Score -444641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -444641.500000 Penalty: 4128.870605
	Iteration 30Q: 3 clusters Score -444641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -444641.500000 Penalty: 4128.870605
	Iteration 31F: 3 clusters Score -444641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34275.984375 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34275.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32930.894531 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -32930.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33143.562500 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33143.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33240.980469 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -33240.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33349.730469 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33349.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33599.972656 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33599.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33815.464844 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33815.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33899.996094 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -33900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33916.816406 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -33916.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33929.445312 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -33929.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33945.964844 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -33945.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33959.996094 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -33960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33965.292969 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -33965.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33977.281250 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -33977.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33988.105469 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -33988.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33990.515625 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -33990.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33993.257812 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -33993.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33993.257812 Penalty: 2955.378662
	Iteration 16F: 3 clusters Score -33993.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -480260.875000 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -480260.9 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 2227 members 
Entering Unmasked Estep 
Score: -476160.875000 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -476160.9 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -477124.218750 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -477124.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -477321.218750 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -477321.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -477456.468750 Penalty: 4159.994141
	Iteration 3Q: 3 clusters Score -477456.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -477599.281250 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -477599.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -477757.500000 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -477757.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -477905.281250 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -477905.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -478053.281250 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -478053.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -478209.625000 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -478209.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -478376.843750 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -478376.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -478527.031250 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -478527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -478648.937500 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -478648.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -478764.968750 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -478765 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -478849.781250 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -478849.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -478896.093750 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -478896.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -478933.093750 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -478933.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -478959.281250 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -478959.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -478990.843750 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -478990.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -479018.187500 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -479018.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -479037.125000 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -479037.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -479054.500000 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -479054.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -479068.000000 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -479068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -479079.187500 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -479079.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -479092.031250 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -479092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -479102.406250 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -479102.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -479115.218750 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -479115.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -479126.812500 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -479126.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -479146.625000 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -479146.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -479175.000000 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -479175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -479206.093750 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -479206.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -479228.500000 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -479228.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -479240.062500 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -479240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -479245.531250 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -479245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -479249.468750 Penalty: 4159.994141
	Iteration 33Q: 3 clusters Score -479249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479256.312500 Penalty: 4159.994141
	Iteration 34Q: 3 clusters Score -479256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -479261.656250 Penalty: 4159.994141
	Iteration 35Q: 3 clusters Score -479261.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -479266.812500 Penalty: 4159.994141
	Iteration 36Q: 3 clusters Score -479266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -479275.343750 Penalty: 4159.994141
	Iteration 37Q: 3 clusters Score -479275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -479282.687500 Penalty: 4159.994141
	Iteration 38Q: 3 clusters Score -479282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -479288.968750 Penalty: 4159.994141
	Iteration 39Q: 3 clusters Score -479289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -479292.875000 Penalty: 4159.994141
	Iteration 40F: 3 clusters Score -479292.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -479301.187500 Penalty: 4159.994141
	Iteration 41Q: 3 clusters Score -479301.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -479310.906250 Penalty: 4159.994141
	Iteration 42Q: 3 clusters Score -479310.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -479320.375000 Penalty: 4159.994141
	Iteration 43Q: 3 clusters Score -479320.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -479333.500000 Penalty: 4159.994141
	Iteration 44Q: 3 clusters Score -479333.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -479342.625000 Penalty: 4159.994141
	Iteration 45Q: 3 clusters Score -479342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -479344.937500 Penalty: 4159.994141
	Iteration 46Q: 3 clusters Score -479344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -479350.281250 Penalty: 4159.994141
	Iteration 47Q: 3 clusters Score -479350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -479351.312500 Penalty: 4159.994141
	Iteration 48Q: 3 clusters Score -479351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -479351.187500 Penalty: 4159.994141
	Iteration 49Q: 3 clusters Score -479351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -479351.187500 Penalty: 4159.994141
	Iteration 50F: 3 clusters Score -479351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Entering Unmasked Estep 
Score: -1377714.625000 Penalty: 2351.868408
	Iteration 0F: 2 clusters Score -1377715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1368027.625000 Penalty: 4703.736816
	Iteration 0F: 3 clusters Score -1368028 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1371084.375000 Penalty: 4703.736816
	Iteration 1F: 3 clusters Score -1371084 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1371536.500000 Penalty: 4703.736816
	Iteration 2F: 3 clusters Score -1371536 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1371875.125000 Penalty: 4703.736816
	Iteration 3F: 3 clusters Score -1371875 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1372171.500000 Penalty: 4703.736816
	Iteration 4Q: 3 clusters Score -1372172 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1372455.250000 Penalty: 4703.736816
	Iteration 5Q: 3 clusters Score -1372455 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1372715.375000 Penalty: 4703.736816
	Iteration 6Q: 3 clusters Score -1372715 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1372980.625000 Penalty: 4703.736816
	Iteration 7Q: 3 clusters Score -1372981 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1373295.250000 Penalty: 4703.736816
	Iteration 8Q: 3 clusters Score -1373295 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1373615.875000 Penalty: 4703.736816
	Iteration 9Q: 3 clusters Score -1373616 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1373974.250000 Penalty: 4703.736816
	Iteration 10Q: 3 clusters Score -1373974 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1374361.750000 Penalty: 4703.736816
	Iteration 11Q: 3 clusters Score -1374362 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1374735.500000 Penalty: 4703.736816
	Iteration 12Q: 3 clusters Score -1374736 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1375087.000000 Penalty: 4703.736816
	Iteration 13Q: 3 clusters Score -1375087 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1375367.750000 Penalty: 4703.736816
	Iteration 14Q: 3 clusters Score -1375368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1375594.500000 Penalty: 4703.736816
	Iteration 15Q: 3 clusters Score -1375594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1375741.500000 Penalty: 4703.736816
	Iteration 16Q: 3 clusters Score -1375742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1375854.250000 Penalty: 4703.736816
	Iteration 17Q: 3 clusters Score -1375854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1375933.125000 Penalty: 4703.736816
	Iteration 18Q: 3 clusters Score -1375933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1375969.250000 Penalty: 4703.736816
	Iteration 19Q: 3 clusters Score -1375969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1375994.750000 Penalty: 4703.736816
	Iteration 20F: 3 clusters Score -1375995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1376016.250000 Penalty: 4703.736816
	Iteration 21Q: 3 clusters Score -1376016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1376030.375000 Penalty: 4703.736816
	Iteration 22Q: 3 clusters Score -1376030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1376045.375000 Penalty: 4703.736816
	Iteration 23Q: 3 clusters Score -1376045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1376063.000000 Penalty: 4703.736816
	Iteration 24Q: 3 clusters Score -1376063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1376074.625000 Penalty: 4703.736816
	Iteration 25Q: 3 clusters Score -1376075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1376081.875000 Penalty: 4703.736816
	Iteration 26Q: 3 clusters Score -1376082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1376092.625000 Penalty: 4703.736816
	Iteration 27Q: 3 clusters Score -1376093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1376099.750000 Penalty: 4703.736816
	Iteration 28Q: 3 clusters Score -1376100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1376102.875000 Penalty: 4703.736816
	Iteration 29Q: 3 clusters Score -1376103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1376106.125000 Penalty: 4703.736816
	Iteration 30Q: 3 clusters Score -1376106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1376108.625000 Penalty: 4703.736816
	Iteration 31Q: 3 clusters Score -1376109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1376108.375000 Penalty: 4703.736816
	Iteration 32Q: 3 clusters Score -1376108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1376117.625000 Penalty: 4703.736816
	Iteration 33Q: 3 clusters Score -1376118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1376116.125000 Penalty: 4703.736816
	Iteration 34Q: 3 clusters Score -1376116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1376123.000000 Penalty: 4703.736816
	Iteration 35Q: 3 clusters Score -1376123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1376122.125000 Penalty: 4703.736816
	Iteration 36Q: 3 clusters Score -1376122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1376128.750000 Penalty: 4703.736816
	Iteration 37Q: 3 clusters Score -1376129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1376129.375000 Penalty: 4703.736816
	Iteration 38Q: 3 clusters Score -1376129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1376128.750000 Penalty: 4703.736816
	Iteration 39Q: 3 clusters Score -1376129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1376128.625000 Penalty: 4703.736816
	Iteration 40F: 3 clusters Score -1376129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1376133.000000 Penalty: 4703.736816
	Iteration 41Q: 3 clusters Score -1376133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1376133.750000 Penalty: 4703.736816
	Iteration 42Q: 3 clusters Score -1376134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1376133.000000 Penalty: 4703.736816
	Iteration 43Q: 3 clusters Score -1376133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1376133.000000 Penalty: 4703.736816
	Iteration 44F: 3 clusters Score -1376133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -578162.625000 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -578162.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -573529.562500 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -573529.6 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -574607.625000 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -574607.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -574847.000000 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -574847 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -574983.812500 Penalty: 4240.439453
	Iteration 3Q: 3 clusters Score -574983.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -575067.312500 Penalty: 4240.439453
	Iteration 4Q: 3 clusters Score -575067.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -575126.437500 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -575126.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -575172.687500 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -575172.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -575201.375000 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -575201.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -575221.750000 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -575221.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -575241.187500 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -575241.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -575258.250000 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -575258.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -575272.562500 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -575272.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -575295.312500 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -575295.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -575319.750000 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -575319.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -575340.875000 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -575340.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -575366.812500 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -575366.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -575388.375000 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -575388.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -575411.625000 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -575411.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -575434.500000 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -575434.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -575459.250000 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -575459.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -575479.750000 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -575479.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -575499.750000 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -575499.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -575529.187500 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -575529.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -575564.687500 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -575564.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -575614.875000 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -575614.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -575671.375000 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -575671.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -575727.437500 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -575727.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575786.000000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -575786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -575838.812500 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -575838.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -575876.437500 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -575876.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -575921.250000 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -575921.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -575965.000000 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -575965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -576006.500000 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -576006.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -576030.812500 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -576030.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -576050.375000 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -576050.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -576062.875000 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -576062.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -576078.125000 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -576078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -576092.000000 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -576092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -576112.250000 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -576112.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -576133.500000 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -576133.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -576148.250000 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -576148.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -576163.625000 Penalty: 4240.439453
	Iteration 41Q: 3 clusters Score -576163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -576172.312500 Penalty: 4240.439453
	Iteration 42Q: 3 clusters Score -576172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -576181.687500 Penalty: 4240.439453
	Iteration 43Q: 3 clusters Score -576181.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -576192.250000 Penalty: 4240.439453
	Iteration 44Q: 3 clusters Score -576192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -576198.500000 Penalty: 4240.439453
	Iteration 45Q: 3 clusters Score -576198.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -576206.625000 Penalty: 4240.439453
	Iteration 46Q: 3 clusters Score -576206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -576208.125000 Penalty: 4240.439453
	Iteration 47Q: 3 clusters Score -576208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -576210.187500 Penalty: 4240.439453
	Iteration 48Q: 3 clusters Score -576210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -576213.312500 Penalty: 4240.439453
	Iteration 49Q: 3 clusters Score -576213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -576216.437500 Penalty: 4240.439453
	Iteration 50Q: 3 clusters Score -576216.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -576223.062500 Penalty: 4240.439453
	Iteration 51Q: 3 clusters Score -576223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -576232.437500 Penalty: 4240.439453
	Iteration 52Q: 3 clusters Score -576232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -576237.937500 Penalty: 4240.439453
	Iteration 53Q: 3 clusters Score -576237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -576245.562500 Penalty: 4240.439453
	Iteration 54Q: 3 clusters Score -576245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -576248.562500 Penalty: 4240.439453
	Iteration 55Q: 3 clusters Score -576248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -576248.562500 Penalty: 4240.439453
	Iteration 56F: 3 clusters Score -576248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Entering Unmasked Estep 
Score: -3653429.750000 Penalty: 2578.439209
	Iteration 0F: 2 clusters Score -3653430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3631024.000000 Penalty: 5156.878418
	Iteration 0F: 3 clusters Score -3631024 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3639353.250000 Penalty: 5156.878418
	Iteration 1F: 3 clusters Score -3639353 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3640037.250000 Penalty: 5156.878418
	Iteration 2F: 3 clusters Score -3640037 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3640859.500000 Penalty: 5156.878418
	Iteration 3F: 3 clusters Score -3640860 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3641845.750000 Penalty: 5156.878418
	Iteration 4F: 3 clusters Score -3641846 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3643006.250000 Penalty: 5156.878418
	Iteration 5F: 3 clusters Score -3643006 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3644345.500000 Penalty: 5156.878418
	Iteration 6F: 3 clusters Score -3644346 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3645593.000000 Penalty: 5156.878418
	Iteration 7F: 3 clusters Score -3645593 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3646614.250000 Penalty: 5156.878418
	Iteration 8F: 3 clusters Score -3646614 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3647452.250000 Penalty: 5156.878418
	Iteration 9Q: 3 clusters Score -3647452 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3648084.500000 Penalty: 5156.878418
	Iteration 10Q: 3 clusters Score -3648084 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3648613.500000 Penalty: 5156.878418
	Iteration 11Q: 3 clusters Score -3648614 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3649122.500000 Penalty: 5156.878418
	Iteration 12Q: 3 clusters Score -3649122 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3649543.500000 Penalty: 5156.878418
	Iteration 13Q: 3 clusters Score -3649544 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3649908.500000 Penalty: 5156.878418
	Iteration 14Q: 3 clusters Score -3649908 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3650212.500000 Penalty: 5156.878418
	Iteration 15Q: 3 clusters Score -3650212 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3650488.500000 Penalty: 5156.878418
	Iteration 16Q: 3 clusters Score -3650488 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3650708.000000 Penalty: 5156.878418
	Iteration 17Q: 3 clusters Score -3650708 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3650871.000000 Penalty: 5156.878418
	Iteration 18Q: 3 clusters Score -3650871 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3651017.250000 Penalty: 5156.878418
	Iteration 19Q: 3 clusters Score -3651017 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3651113.750000 Penalty: 5156.878418
	Iteration 20F: 3 clusters Score -3651114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3651185.750000 Penalty: 5156.878418
	Iteration 21Q: 3 clusters Score -3651186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3651246.250000 Penalty: 5156.878418
	Iteration 22Q: 3 clusters Score -3651246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3651313.250000 Penalty: 5156.878418
	Iteration 23Q: 3 clusters Score -3651313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3651371.000000 Penalty: 5156.878418
	Iteration 24Q: 3 clusters Score -3651371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3651411.500000 Penalty: 5156.878418
	Iteration 25Q: 3 clusters Score -3651412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3651433.750000 Penalty: 5156.878418
	Iteration 26Q: 3 clusters Score -3651434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3651454.250000 Penalty: 5156.878418
	Iteration 27Q: 3 clusters Score -3651454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3651467.500000 Penalty: 5156.878418
	Iteration 28Q: 3 clusters Score -3651468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3651479.500000 Penalty: 5156.878418
	Iteration 29Q: 3 clusters Score -3651480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3651487.500000 Penalty: 5156.878418
	Iteration 30Q: 3 clusters Score -3651488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3651503.250000 Penalty: 5156.878418
	Iteration 31Q: 3 clusters Score -3651503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3651510.000000 Penalty: 5156.878418
	Iteration 32Q: 3 clusters Score -3651510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3651516.500000 Penalty: 5156.878418
	Iteration 33Q: 3 clusters Score -3651516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3651530.500000 Penalty: 5156.878418
	Iteration 34Q: 3 clusters Score -3651530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3651526.750000 Penalty: 5156.878418
	Iteration 35Q: 3 clusters Score -3651527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3651528.000000 Penalty: 5156.878418
	Iteration 36Q: 3 clusters Score -3651528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3651526.000000 Penalty: 5156.878418
	Iteration 37Q: 3 clusters Score -3651526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3651531.500000 Penalty: 5156.878418
	Iteration 38Q: 3 clusters Score -3651532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3651533.000000 Penalty: 5156.878418
	Iteration 39Q: 3 clusters Score -3651533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3651538.500000 Penalty: 5156.878418
	Iteration 40F: 3 clusters Score -3651538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3651542.000000 Penalty: 5156.878418
	Iteration 41Q: 3 clusters Score -3651542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3651534.000000 Penalty: 5156.878418
	Iteration 42Q: 3 clusters Score -3651534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3651537.750000 Penalty: 5156.878418
	Iteration 43Q: 3 clusters Score -3651538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3651534.250000 Penalty: 5156.878418
	Iteration 44Q: 3 clusters Score -3651534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3651533.750000 Penalty: 5156.878418
	Iteration 45Q: 3 clusters Score -3651534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3651530.250000 Penalty: 5156.878418
	Iteration 46Q: 3 clusters Score -3651530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3651535.750000 Penalty: 5156.878418
	Iteration 47Q: 3 clusters Score -3651536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3651539.250000 Penalty: 5156.878418
	Iteration 48Q: 3 clusters Score -3651539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3651541.500000 Penalty: 5156.878418
	Iteration 49Q: 3 clusters Score -3651542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3651536.250000 Penalty: 5156.878418
	Iteration 50Q: 3 clusters Score -3651536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3651540.500000 Penalty: 5156.878418
	Iteration 51Q: 3 clusters Score -3651540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3651540.500000 Penalty: 5156.878418
	Iteration 52F: 3 clusters Score -3651540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Entering Unmasked Estep 
Score: -1785390.750000 Penalty: 2394.255615
	Iteration 0F: 2 clusters Score -1785391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1774111.625000 Penalty: 4788.511230
	Iteration 0F: 3 clusters Score -1774112 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1777756.125000 Penalty: 4788.511230
	Iteration 1F: 3 clusters Score -1777756 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1778419.500000 Penalty: 4788.511230
	Iteration 2F: 3 clusters Score -1778420 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1779151.250000 Penalty: 4788.511230
	Iteration 3F: 3 clusters Score -1779151 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1779907.625000 Penalty: 4788.511230
	Iteration 4F: 3 clusters Score -1779908 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1780714.625000 Penalty: 4788.511230
	Iteration 5F: 3 clusters Score -1780715 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1781490.250000 Penalty: 4788.511230
	Iteration 6F: 3 clusters Score -1781490 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1782150.750000 Penalty: 4788.511230
	Iteration 7F: 3 clusters Score -1782151 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1782580.000000 Penalty: 4788.511230
	Iteration 8Q: 3 clusters Score -1782580 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1782844.125000 Penalty: 4788.511230
	Iteration 9Q: 3 clusters Score -1782844 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1783015.250000 Penalty: 4788.511230
	Iteration 10Q: 3 clusters Score -1783015 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1783151.500000 Penalty: 4788.511230
	Iteration 11Q: 3 clusters Score -1783152 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1783254.125000 Penalty: 4788.511230
	Iteration 12Q: 3 clusters Score -1783254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1783321.750000 Penalty: 4788.511230
	Iteration 13Q: 3 clusters Score -1783322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1783371.750000 Penalty: 4788.511230
	Iteration 14Q: 3 clusters Score -1783372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1783402.750000 Penalty: 4788.511230
	Iteration 15Q: 3 clusters Score -1783403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1783430.000000 Penalty: 4788.511230
	Iteration 16Q: 3 clusters Score -1783430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1783452.875000 Penalty: 4788.511230
	Iteration 17Q: 3 clusters Score -1783453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1783467.625000 Penalty: 4788.511230
	Iteration 18Q: 3 clusters Score -1783468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1783480.500000 Penalty: 4788.511230
	Iteration 19Q: 3 clusters Score -1783480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1783489.000000 Penalty: 4788.511230
	Iteration 20F: 3 clusters Score -1783489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1783498.250000 Penalty: 4788.511230
	Iteration 21Q: 3 clusters Score -1783498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1783499.625000 Penalty: 4788.511230
	Iteration 22Q: 3 clusters Score -1783500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1783501.750000 Penalty: 4788.511230
	Iteration 23Q: 3 clusters Score -1783502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1783509.375000 Penalty: 4788.511230
	Iteration 24Q: 3 clusters Score -1783509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1783512.875000 Penalty: 4788.511230
	Iteration 25Q: 3 clusters Score -1783513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1783518.250000 Penalty: 4788.511230
	Iteration 26Q: 3 clusters Score -1783518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1783516.875000 Penalty: 4788.511230
	Iteration 27Q: 3 clusters Score -1783517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1783516.875000 Penalty: 4788.511230
	Iteration 28F: 3 clusters Score -1783517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25350.185547 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25350.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24112.984375 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -24112.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24254.498047 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24297.291016 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24297.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24318.673828 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24318.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24330.935547 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24330.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24351.259766 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24351.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24369.207031 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24369.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24386.126953 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24386.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24401.244141 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24401.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24436.923828 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24436.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24453.802734 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24460.390625 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24460.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24466.740234 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24466.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24466.740234 Penalty: 2815.669922
	Iteration 13F: 3 clusters Score -24466.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -52143.898438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -52143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50612.128906 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -50612.13 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50761.261719 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -50761.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50815.914062 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -50815.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50855.609375 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -50855.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50887.332031 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -50887.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50903.125000 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -50903.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50911.097656 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -50911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50918.882812 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -50918.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50930.367188 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -50930.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50936.757812 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -50936.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50941.507812 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -50941.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50942.289062 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -50942.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50942.289062 Penalty: 3099.029297
	Iteration 12F: 3 clusters Score -50942.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Entering Unmasked Estep 
Score: -12307472.000000 Penalty: 2875.857666
	Iteration 0F: 2 clusters Score -1.230747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -12234645.000000 Penalty: 5751.715332
	Iteration 0F: 3 clusters Score -1.223464e+07 nChanged 51607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -12264423.000000 Penalty: 5751.715332
	Iteration 1F: 3 clusters Score -1.226442e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -12265139.000000 Penalty: 5751.715332
	Iteration 2Q: 3 clusters Score -1.226514e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -12265933.000000 Penalty: 5751.715332
	Iteration 3Q: 3 clusters Score -1.226593e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -12267419.000000 Penalty: 5751.715332
	Iteration 4Q: 3 clusters Score -1.226742e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -12269778.000000 Penalty: 5751.715332
	Iteration 5Q: 3 clusters Score -1.226978e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -12274279.000000 Penalty: 5751.715332
	Iteration 6F: 3 clusters Score -1.227428e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -12281682.000000 Penalty: 5751.715332
	Iteration 7F: 3 clusters Score -1.228168e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -12291278.000000 Penalty: 5751.715332
	Iteration 8F: 3 clusters Score -1.229128e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -12299114.000000 Penalty: 5751.715332
	Iteration 9F: 3 clusters Score -1.229911e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -12303007.000000 Penalty: 5751.715332
	Iteration 10Q: 3 clusters Score -1.230301e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -12304375.000000 Penalty: 5751.715332
	Iteration 11Q: 3 clusters Score -1.230438e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -12304690.000000 Penalty: 5751.715332
	Iteration 12Q: 3 clusters Score -1.230469e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -12304807.000000 Penalty: 5751.715332
	Iteration 13Q: 3 clusters Score -1.230481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -12304879.000000 Penalty: 5751.715332
	Iteration 14Q: 3 clusters Score -1.230488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -12304881.000000 Penalty: 5751.715332
	Iteration 15Q: 3 clusters Score -1.230488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -12304900.000000 Penalty: 5751.715332
	Iteration 16Q: 3 clusters Score -1.23049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -12304912.000000 Penalty: 5751.715332
	Iteration 17Q: 3 clusters Score -1.230491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -12304916.000000 Penalty: 5751.715332
	Iteration 18Q: 3 clusters Score -1.230492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -12304923.000000 Penalty: 5751.715332
	Iteration 19Q: 3 clusters Score -1.230492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -12304923.000000 Penalty: 5751.715332
	Iteration 20F: 3 clusters Score -1.230492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -129772.812500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -129772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127722.710938 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -127722.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128009.617188 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -128009.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128099.203125 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -128099.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128146.507812 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -128146.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128164.812500 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -128164.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128175.640625 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -128175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128183.242188 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -128183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128188.632812 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -128188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128192.921875 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -128192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128199.210938 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -128199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128205.335938 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -128205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128205.867188 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -128205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128206.734375 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -128206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128207.835938 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -128207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128208.593750 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -128208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128210.914062 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -128210.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128210.914062 Penalty: 3510.020264
	Iteration 16F: 3 clusters Score -128210.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -2075928.375000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -2075928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2062710.375000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -2062710 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2067348.125000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -2067348 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2068030.750000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -2068031 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2068868.500000 Penalty: 4878.528809
	Iteration 3F: 3 clusters Score -2068868 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2069783.125000 Penalty: 4878.528809
	Iteration 4F: 3 clusters Score -2069783 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2070781.500000 Penalty: 4878.528809
	Iteration 5F: 3 clusters Score -2070782 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2071813.875000 Penalty: 4878.528809
	Iteration 6F: 3 clusters Score -2071814 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2072771.125000 Penalty: 4878.528809
	Iteration 7F: 3 clusters Score -2072771 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2073567.000000 Penalty: 4878.528809
	Iteration 8F: 3 clusters Score -2073567 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2074189.500000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -2074190 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2074632.250000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -2074632 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2074913.625000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -2074914 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2075095.250000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -2075095 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2075252.875000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -2075253 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2075364.875000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -2075365 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2075426.000000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -2075426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2075471.125000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -2075471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2075498.125000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -2075498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2075507.375000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -2075507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2075527.625000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -2075528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2075540.500000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -2075540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2075555.250000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -2075555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2075569.750000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -2075570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2075573.250000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -2075573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2075582.750000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -2075583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2075579.250000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -2075579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2075580.000000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -2075580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2075585.375000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -2075585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2075588.125000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -2075588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2075589.125000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -2075589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2075589.375000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -2075589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2075588.250000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -2075588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2075589.125000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -2075589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2075590.625000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -2075591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2075587.875000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -2075588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2075585.625000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -2075586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2075587.750000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -2075588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2075586.125000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -2075586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2075584.750000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -2075585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2075584.750000 Penalty: 4878.528809
	Iteration 39F: 3 clusters Score -2075585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -592327.812500 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -592327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -587354.562500 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -587354.6 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -588742.000000 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -588742 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -589071.437500 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -589071.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -589338.062500 Penalty: 4309.890625
	Iteration 3F: 3 clusters Score -589338.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -589579.500000 Penalty: 4309.890625
	Iteration 4F: 3 clusters Score -589579.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -589795.375000 Penalty: 4309.890625
	Iteration 5Q: 3 clusters Score -589795.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -589975.375000 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -589975.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -590089.000000 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -590089 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -590170.250000 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -590170.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -590239.812500 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -590239.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -590290.375000 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -590290.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -590347.437500 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -590347.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -590398.187500 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -590398.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -590434.562500 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -590434.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -590462.812500 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -590462.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -590496.000000 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -590496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -590520.687500 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -590520.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -590542.375000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -590542.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -590560.750000 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -590560.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -590578.875000 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -590578.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -590595.187500 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -590595.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -590614.562500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -590614.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -590630.375000 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -590630.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -590639.625000 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -590639.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -590651.875000 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -590651.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -590666.375000 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -590666.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -590675.000000 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -590675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -590682.250000 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -590682.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -590688.937500 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -590688.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -590698.500000 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -590698.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -590706.937500 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -590706.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -590719.437500 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -590719.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -590728.375000 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -590728.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -590735.937500 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -590735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -590743.125000 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -590743.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -590750.375000 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -590750.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -590761.125000 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -590761.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -590770.500000 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -590770.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -590779.000000 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -590779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -590787.812500 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -590787.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -590802.500000 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -590802.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -590825.750000 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -590825.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -590848.625000 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -590848.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -590867.125000 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -590867.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -590877.125000 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -590877.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -590885.375000 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -590885.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -590893.875000 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -590893.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -590899.187500 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -590899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -590906.937500 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -590906.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -590915.312500 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -590915.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -590922.625000 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -590922.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -590930.000000 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -590930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -590934.062500 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -590934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -590936.437500 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -590936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -590941.937500 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -590941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -590947.437500 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -590947.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -590953.687500 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -590953.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -590957.000000 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -590957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -590958.500000 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -590958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -590959.500000 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -590959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -590959.375000 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -590959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -590960.375000 Penalty: 4309.890625
	Iteration 61Q: 3 clusters Score -590960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -590960.187500 Penalty: 4309.890625
	Iteration 62Q: 3 clusters Score -590960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -590962.687500 Penalty: 4309.890625
	Iteration 63Q: 3 clusters Score -590962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -590962.062500 Penalty: 4309.890625
	Iteration 64Q: 3 clusters Score -590962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -590962.812500 Penalty: 4309.890625
	Iteration 65Q: 3 clusters Score -590962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -590962.812500 Penalty: 4309.890625
	Iteration 66F: 3 clusters Score -590962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343507 members 
Entering Unmasked Estep 
Score: -38633380.000000 Penalty: 3161.246826
	Iteration 0F: 2 clusters Score -3.863338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171539 members 
Mstep: Class 2 contains 171968 members 
Entering Unmasked Estep 
Score: -38434648.000000 Penalty: 6322.493652
	Iteration 0F: 3 clusters Score -3.843465e+07 nChanged 166810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -38533420.000000 Penalty: 6322.493652
	Iteration 1F: 3 clusters Score -3.853342e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160804 members 
Mstep: Class 2 contains 182703 members 
Entering Unmasked Estep 
Score: -38535256.000000 Penalty: 6322.493652
	Iteration 2Q: 3 clusters Score -3.853526e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 188505 members 
Entering Unmasked Estep 
Score: -38537352.000000 Penalty: 6322.493652
	Iteration 3Q: 3 clusters Score -3.853735e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 197173 members 
Entering Unmasked Estep 
Score: -38541252.000000 Penalty: 6322.493652
	Iteration 4Q: 3 clusters Score -3.854125e+07 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133694 members 
Mstep: Class 2 contains 209813 members 
Entering Unmasked Estep 
Score: -38547980.000000 Penalty: 6322.493652
	Iteration 5Q: 3 clusters Score -3.854798e+07 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 227541 members 
Entering Unmasked Estep 
Score: -38558980.000000 Penalty: 6322.493652
	Iteration 6F: 3 clusters Score -3.855898e+07 nChanged 23269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 249976 members 
Entering Unmasked Estep 
Score: -38575660.000000 Penalty: 6322.493652
	Iteration 7F: 3 clusters Score -3.857566e+07 nChanged 25108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 274586 members 
Entering Unmasked Estep 
Score: -38597452.000000 Penalty: 6322.493652
	Iteration 8F: 3 clusters Score -3.859745e+07 nChanged 22353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 296615 members 
Entering Unmasked Estep 
Score: -38612744.000000 Penalty: 6322.493652
	Iteration 9F: 3 clusters Score -3.861274e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 310691 members 
Entering Unmasked Estep 
Score: -38619740.000000 Penalty: 6322.493652
	Iteration 10Q: 3 clusters Score -3.861974e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 318998 members 
Entering Unmasked Estep 
Score: -38624012.000000 Penalty: 6322.493652
	Iteration 11Q: 3 clusters Score -3.862401e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 323989 members 
Entering Unmasked Estep 
Score: -38625948.000000 Penalty: 6322.493652
	Iteration 12Q: 3 clusters Score -3.862595e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 327461 members 
Entering Unmasked Estep 
Score: -38627088.000000 Penalty: 6322.493652
	Iteration 13Q: 3 clusters Score -3.862709e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 330124 members 
Entering Unmasked Estep 
Score: -38627576.000000 Penalty: 6322.493652
	Iteration 14Q: 3 clusters Score -3.862758e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 332229 members 
Entering Unmasked Estep 
Score: -38627960.000000 Penalty: 6322.493652
	Iteration 15Q: 3 clusters Score -3.862796e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 333979 members 
Entering Unmasked Estep 
Score: -38628584.000000 Penalty: 6322.493652
	Iteration 16Q: 3 clusters Score -3.862858e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 335459 members 
Entering Unmasked Estep 
Score: -38628976.000000 Penalty: 6322.493652
	Iteration 17Q: 3 clusters Score -3.862898e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 336736 members 
Entering Unmasked Estep 
Score: -38629288.000000 Penalty: 6322.493652
	Iteration 18Q: 3 clusters Score -3.862929e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 337794 members 
Entering Unmasked Estep 
Score: -38629708.000000 Penalty: 6322.493652
	Iteration 19Q: 3 clusters Score -3.862971e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 338688 members 
Entering Unmasked Estep 
Score: -38629800.000000 Penalty: 6322.493652
	Iteration 20F: 3 clusters Score -3.86298e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 339441 members 
Entering Unmasked Estep 
Score: -38630028.000000 Penalty: 6322.493652
	Iteration 21Q: 3 clusters Score -3.863003e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 340087 members 
Entering Unmasked Estep 
Score: -38630248.000000 Penalty: 6322.493652
	Iteration 22Q: 3 clusters Score -3.863025e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 340592 members 
Entering Unmasked Estep 
Score: -38630464.000000 Penalty: 6322.493652
	Iteration 23Q: 3 clusters Score -3.863046e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 340982 members 
Entering Unmasked Estep 
Score: -38630512.000000 Penalty: 6322.493652
	Iteration 24Q: 3 clusters Score -3.863051e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 341285 members 
Entering Unmasked Estep 
Score: -38630632.000000 Penalty: 6322.493652
	Iteration 25Q: 3 clusters Score -3.863063e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 341522 members 
Entering Unmasked Estep 
Score: -38630592.000000 Penalty: 6322.493652
	Iteration 26Q: 3 clusters Score -3.863059e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 341700 members 
Entering Unmasked Estep 
Score: -38630636.000000 Penalty: 6322.493652
	Iteration 27Q: 3 clusters Score -3.863064e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 341840 members 
Entering Unmasked Estep 
Score: -38630600.000000 Penalty: 6322.493652
	Iteration 28Q: 3 clusters Score -3.86306e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 341960 members 
Entering Unmasked Estep 
Score: -38630660.000000 Penalty: 6322.493652
	Iteration 29Q: 3 clusters Score -3.863066e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 342057 members 
Entering Unmasked Estep 
Score: -38630676.000000 Penalty: 6322.493652
	Iteration 30Q: 3 clusters Score -3.863068e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 342135 members 
Entering Unmasked Estep 
Score: -38630708.000000 Penalty: 6322.493652
	Iteration 31Q: 3 clusters Score -3.863071e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 342188 members 
Entering Unmasked Estep 
Score: -38630724.000000 Penalty: 6322.493652
	Iteration 32Q: 3 clusters Score -3.863072e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 342244 members 
Entering Unmasked Estep 
Score: -38630768.000000 Penalty: 6322.493652
	Iteration 33Q: 3 clusters Score -3.863077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 342298 members 
Entering Unmasked Estep 
Score: -38630796.000000 Penalty: 6322.493652
	Iteration 34Q: 3 clusters Score -3.86308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 342348 members 
Entering Unmasked Estep 
Score: -38630892.000000 Penalty: 6322.493652
	Iteration 35Q: 3 clusters Score -3.863089e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 342388 members 
Entering Unmasked Estep 
Score: -38630892.000000 Penalty: 6322.493652
	Iteration 36Q: 3 clusters Score -3.863089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 342415 members 
Entering Unmasked Estep 
Score: -38630868.000000 Penalty: 6322.493652
	Iteration 37Q: 3 clusters Score -3.863087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 342441 members 
Entering Unmasked Estep 
Score: -38630900.000000 Penalty: 6322.493652
	Iteration 38Q: 3 clusters Score -3.86309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 342465 members 
Entering Unmasked Estep 
Score: -38630920.000000 Penalty: 6322.493652
	Iteration 39Q: 3 clusters Score -3.863092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 342483 members 
Entering Unmasked Estep 
Score: -38630980.000000 Penalty: 6322.493652
	Iteration 40F: 3 clusters Score -3.863098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 342502 members 
Entering Unmasked Estep 
Score: -38630992.000000 Penalty: 6322.493652
	Iteration 41Q: 3 clusters Score -3.863099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 342523 members 
Entering Unmasked Estep 
Score: -38631008.000000 Penalty: 6322.493652
	Iteration 42Q: 3 clusters Score -3.863101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 342543 members 
Entering Unmasked Estep 
Score: -38631020.000000 Penalty: 6322.493652
	Iteration 43Q: 3 clusters Score -3.863102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 342559 members 
Entering Unmasked Estep 
Score: -38631064.000000 Penalty: 6322.493652
	Iteration 44Q: 3 clusters Score -3.863106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 342568 members 
Entering Unmasked Estep 
Score: -38631076.000000 Penalty: 6322.493652
	Iteration 45Q: 3 clusters Score -3.863108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 342572 members 
Entering Unmasked Estep 
Score: -38631068.000000 Penalty: 6322.493652
	Iteration 46Q: 3 clusters Score -3.863107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 342577 members 
Entering Unmasked Estep 
Score: -38631064.000000 Penalty: 6322.493652
	Iteration 47Q: 3 clusters Score -3.863106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 342580 members 
Entering Unmasked Estep 
Score: -38631040.000000 Penalty: 6322.493652
	Iteration 48Q: 3 clusters Score -3.863104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 342583 members 
Entering Unmasked Estep 
Score: -38631056.000000 Penalty: 6322.493652
	Iteration 49Q: 3 clusters Score -3.863106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 342585 members 
Entering Unmasked Estep 
Score: -38631036.000000 Penalty: 6322.493652
	Iteration 50Q: 3 clusters Score -3.863104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 342588 members 
Entering Unmasked Estep 
Score: -38631044.000000 Penalty: 6322.493652
	Iteration 51Q: 3 clusters Score -3.863104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 342588 members 
Entering Unmasked Estep 
Score: -38631044.000000 Penalty: 6322.493652
	Iteration 52F: 3 clusters Score -3.863104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -344013.375000 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -344013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -340730.468750 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -340730.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -341367.687500 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -341367.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -341526.593750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -341526.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -341615.781250 Penalty: 3978.705811
	Iteration 3Q: 3 clusters Score -341615.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -341669.062500 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -341669.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -341704.343750 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -341704.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -341724.156250 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -341724.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -341737.343750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -341737.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -341751.593750 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -341751.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -341769.093750 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -341769.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -341790.593750 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -341790.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -341805.343750 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -341805.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -341818.812500 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -341818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -341829.000000 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -341829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -341835.750000 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -341835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341843.093750 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -341843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -341850.843750 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -341850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -341856.625000 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -341856.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -341864.875000 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -341864.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -341877.218750 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -341877.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -341891.593750 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -341891.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -341906.656250 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -341906.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -341921.750000 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -341921.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -341932.437500 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -341932.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -341945.062500 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -341945.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -341958.000000 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -341958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -341969.781250 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -341969.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -341980.312500 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -341980.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -341988.156250 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -341988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -341990.812500 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -341990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -341995.750000 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -341995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -342001.375000 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -342001.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -342008.718750 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -342008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -342011.750000 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -342011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -342015.718750 Penalty: 3978.705811
	Iteration 34Q: 3 clusters Score -342015.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -342017.468750 Penalty: 3978.705811
	Iteration 35Q: 3 clusters Score -342017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -342021.500000 Penalty: 3978.705811
	Iteration 36Q: 3 clusters Score -342021.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -342025.187500 Penalty: 3978.705811
	Iteration 37Q: 3 clusters Score -342025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -342028.687500 Penalty: 3978.705811
	Iteration 38Q: 3 clusters Score -342028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -342031.937500 Penalty: 3978.705811
	Iteration 39Q: 3 clusters Score -342031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -342032.968750 Penalty: 3978.705811
	Iteration 40F: 3 clusters Score -342033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -342032.781250 Penalty: 3978.705811
	Iteration 41Q: 3 clusters Score -342032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -342032.781250 Penalty: 3978.705811
	Iteration 42F: 3 clusters Score -342032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -45514.757812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45514.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44058.375000 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44058.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44227.152344 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44227.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44290.246094 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -44290.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44335.972656 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44335.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44351.789062 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -44351.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44393.070312 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -44393.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44416.156250 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -44416.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44429.726562 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -44429.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44431.644531 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -44431.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44433.230469 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -44433.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44433.804688 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -44433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44435.949219 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -44435.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44435.949219 Penalty: 3066.314209
	Iteration 12F: 3 clusters Score -44435.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Entering Unmasked Estep 
Score: -3292472.000000 Penalty: 2569.231445
	Iteration 0F: 2 clusters Score -3292472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3270833.250000 Penalty: 5138.462891
	Iteration 0F: 3 clusters Score -3270833 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3278572.250000 Penalty: 5138.462891
	Iteration 1F: 3 clusters Score -3278572 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3279233.000000 Penalty: 5138.462891
	Iteration 2F: 3 clusters Score -3279233 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3280002.250000 Penalty: 5138.462891
	Iteration 3F: 3 clusters Score -3280002 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3280965.750000 Penalty: 5138.462891
	Iteration 4F: 3 clusters Score -3280966 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3282235.500000 Penalty: 5138.462891
	Iteration 5F: 3 clusters Score -3282236 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3283781.000000 Penalty: 5138.462891
	Iteration 6F: 3 clusters Score -3283781 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3285429.250000 Penalty: 5138.462891
	Iteration 7F: 3 clusters Score -3285429 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3286905.500000 Penalty: 5138.462891
	Iteration 8F: 3 clusters Score -3286906 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3288033.000000 Penalty: 5138.462891
	Iteration 9F: 3 clusters Score -3288033 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3288868.500000 Penalty: 5138.462891
	Iteration 10Q: 3 clusters Score -3288868 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3289471.750000 Penalty: 5138.462891
	Iteration 11Q: 3 clusters Score -3289472 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3289845.500000 Penalty: 5138.462891
	Iteration 12Q: 3 clusters Score -3289846 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3290096.750000 Penalty: 5138.462891
	Iteration 13Q: 3 clusters Score -3290097 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3290282.000000 Penalty: 5138.462891
	Iteration 14Q: 3 clusters Score -3290282 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3290424.000000 Penalty: 5138.462891
	Iteration 15Q: 3 clusters Score -3290424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3290560.250000 Penalty: 5138.462891
	Iteration 16Q: 3 clusters Score -3290560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3290694.750000 Penalty: 5138.462891
	Iteration 17Q: 3 clusters Score -3290695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3290799.250000 Penalty: 5138.462891
	Iteration 18Q: 3 clusters Score -3290799 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3290867.000000 Penalty: 5138.462891
	Iteration 19Q: 3 clusters Score -3290867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3290925.000000 Penalty: 5138.462891
	Iteration 20F: 3 clusters Score -3290925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3290965.250000 Penalty: 5138.462891
	Iteration 21Q: 3 clusters Score -3290965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3290997.250000 Penalty: 5138.462891
	Iteration 22Q: 3 clusters Score -3290997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3291024.750000 Penalty: 5138.462891
	Iteration 23Q: 3 clusters Score -3291025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3291047.750000 Penalty: 5138.462891
	Iteration 24Q: 3 clusters Score -3291048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3291049.250000 Penalty: 5138.462891
	Iteration 25Q: 3 clusters Score -3291049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3291057.750000 Penalty: 5138.462891
	Iteration 26Q: 3 clusters Score -3291058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3291059.000000 Penalty: 5138.462891
	Iteration 27Q: 3 clusters Score -3291059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3291068.500000 Penalty: 5138.462891
	Iteration 28Q: 3 clusters Score -3291068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3291072.750000 Penalty: 5138.462891
	Iteration 29Q: 3 clusters Score -3291073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3291077.250000 Penalty: 5138.462891
	Iteration 30Q: 3 clusters Score -3291077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3291072.750000 Penalty: 5138.462891
	Iteration 31Q: 3 clusters Score -3291073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3291074.750000 Penalty: 5138.462891
	Iteration 32Q: 3 clusters Score -3291075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3291074.500000 Penalty: 5138.462891
	Iteration 33Q: 3 clusters Score -3291074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3291073.250000 Penalty: 5138.462891
	Iteration 34Q: 3 clusters Score -3291073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3291074.750000 Penalty: 5138.462891
	Iteration 35Q: 3 clusters Score -3291075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3291075.000000 Penalty: 5138.462891
	Iteration 36Q: 3 clusters Score -3291075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3291075.000000 Penalty: 5138.462891
	Iteration 37F: 3 clusters Score -3291075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -562492.875000 Penalty: 2113.352783
	Iteration 0F: 2 clusters Score -562492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -557958.000000 Penalty: 4226.705566
	Iteration 0F: 3 clusters Score -557958 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -559017.750000 Penalty: 4226.705566
	Iteration 1F: 3 clusters Score -559017.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -559232.187500 Penalty: 4226.705566
	Iteration 2F: 3 clusters Score -559232.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -559366.437500 Penalty: 4226.705566
	Iteration 3Q: 3 clusters Score -559366.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559460.562500 Penalty: 4226.705566
	Iteration 4Q: 3 clusters Score -559460.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559530.375000 Penalty: 4226.705566
	Iteration 5Q: 3 clusters Score -559530.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -559580.375000 Penalty: 4226.705566
	Iteration 6Q: 3 clusters Score -559580.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -559623.937500 Penalty: 4226.705566
	Iteration 7Q: 3 clusters Score -559623.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -559663.062500 Penalty: 4226.705566
	Iteration 8Q: 3 clusters Score -559663.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -559696.437500 Penalty: 4226.705566
	Iteration 9Q: 3 clusters Score -559696.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -559727.625000 Penalty: 4226.705566
	Iteration 10Q: 3 clusters Score -559727.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -559762.687500 Penalty: 4226.705566
	Iteration 11Q: 3 clusters Score -559762.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -559799.375000 Penalty: 4226.705566
	Iteration 12Q: 3 clusters Score -559799.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -559844.500000 Penalty: 4226.705566
	Iteration 13Q: 3 clusters Score -559844.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -559883.500000 Penalty: 4226.705566
	Iteration 14Q: 3 clusters Score -559883.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -559929.250000 Penalty: 4226.705566
	Iteration 15Q: 3 clusters Score -559929.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -559985.125000 Penalty: 4226.705566
	Iteration 16Q: 3 clusters Score -559985.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -560043.125000 Penalty: 4226.705566
	Iteration 17Q: 3 clusters Score -560043.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -560100.625000 Penalty: 4226.705566
	Iteration 18Q: 3 clusters Score -560100.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -560162.437500 Penalty: 4226.705566
	Iteration 19Q: 3 clusters Score -560162.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -560223.625000 Penalty: 4226.705566
	Iteration 20F: 3 clusters Score -560223.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -560271.125000 Penalty: 4226.705566
	Iteration 21Q: 3 clusters Score -560271.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -560315.125000 Penalty: 4226.705566
	Iteration 22Q: 3 clusters Score -560315.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -560357.437500 Penalty: 4226.705566
	Iteration 23Q: 3 clusters Score -560357.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -560398.937500 Penalty: 4226.705566
	Iteration 24Q: 3 clusters Score -560398.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -560428.625000 Penalty: 4226.705566
	Iteration 25Q: 3 clusters Score -560428.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -560444.625000 Penalty: 4226.705566
	Iteration 26Q: 3 clusters Score -560444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -560457.312500 Penalty: 4226.705566
	Iteration 27Q: 3 clusters Score -560457.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -560471.125000 Penalty: 4226.705566
	Iteration 28Q: 3 clusters Score -560471.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -560485.437500 Penalty: 4226.705566
	Iteration 29Q: 3 clusters Score -560485.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -560496.875000 Penalty: 4226.705566
	Iteration 30Q: 3 clusters Score -560496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -560505.125000 Penalty: 4226.705566
	Iteration 31Q: 3 clusters Score -560505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -560510.437500 Penalty: 4226.705566
	Iteration 32Q: 3 clusters Score -560510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -560511.187500 Penalty: 4226.705566
	Iteration 33Q: 3 clusters Score -560511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -560512.375000 Penalty: 4226.705566
	Iteration 34Q: 3 clusters Score -560512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -560512.375000 Penalty: 4226.705566
	Iteration 35F: 3 clusters Score -560512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35744.214844 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35744.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34385.566406 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -34385.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34494.121094 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -34494.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34539.113281 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -34539.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34556.363281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34556.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34562.148438 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34562.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34562.148438 Penalty: 2916.744385
	Iteration 5F: 3 clusters Score -34562.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Entering Unmasked Estep 
Score: -1378117.125000 Penalty: 2338.270996
	Iteration 0F: 2 clusters Score -1378117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1368891.375000 Penalty: 4676.541992
	Iteration 0F: 3 clusters Score -1368891 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1371921.250000 Penalty: 4676.541992
	Iteration 1F: 3 clusters Score -1371921 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1372527.875000 Penalty: 4676.541992
	Iteration 2F: 3 clusters Score -1372528 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1373020.500000 Penalty: 4676.541992
	Iteration 3F: 3 clusters Score -1373020 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1373428.875000 Penalty: 4676.541992
	Iteration 4F: 3 clusters Score -1373429 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1373799.000000 Penalty: 4676.541992
	Iteration 5F: 3 clusters Score -1373799 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1374162.500000 Penalty: 4676.541992
	Iteration 6Q: 3 clusters Score -1374162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1374511.625000 Penalty: 4676.541992
	Iteration 7Q: 3 clusters Score -1374512 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1374820.750000 Penalty: 4676.541992
	Iteration 8Q: 3 clusters Score -1374821 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1375092.250000 Penalty: 4676.541992
	Iteration 9Q: 3 clusters Score -1375092 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1375339.000000 Penalty: 4676.541992
	Iteration 10Q: 3 clusters Score -1375339 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1375592.750000 Penalty: 4676.541992
	Iteration 11Q: 3 clusters Score -1375593 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1375822.125000 Penalty: 4676.541992
	Iteration 12Q: 3 clusters Score -1375822 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1376027.000000 Penalty: 4676.541992
	Iteration 13Q: 3 clusters Score -1376027 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1376205.250000 Penalty: 4676.541992
	Iteration 14Q: 3 clusters Score -1376205 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1376354.625000 Penalty: 4676.541992
	Iteration 15Q: 3 clusters Score -1376355 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1376491.750000 Penalty: 4676.541992
	Iteration 16Q: 3 clusters Score -1376492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1376621.125000 Penalty: 4676.541992
	Iteration 17Q: 3 clusters Score -1376621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1376719.000000 Penalty: 4676.541992
	Iteration 18Q: 3 clusters Score -1376719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1376815.750000 Penalty: 4676.541992
	Iteration 19Q: 3 clusters Score -1376816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1376878.250000 Penalty: 4676.541992
	Iteration 20F: 3 clusters Score -1376878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1376911.500000 Penalty: 4676.541992
	Iteration 21Q: 3 clusters Score -1376912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1376934.375000 Penalty: 4676.541992
	Iteration 22Q: 3 clusters Score -1376934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1376945.000000 Penalty: 4676.541992
	Iteration 23Q: 3 clusters Score -1376945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1376960.125000 Penalty: 4676.541992
	Iteration 24Q: 3 clusters Score -1376960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1376969.125000 Penalty: 4676.541992
	Iteration 25Q: 3 clusters Score -1376969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1376970.875000 Penalty: 4676.541992
	Iteration 26Q: 3 clusters Score -1376971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1376976.875000 Penalty: 4676.541992
	Iteration 27Q: 3 clusters Score -1376977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1376986.625000 Penalty: 4676.541992
	Iteration 28Q: 3 clusters Score -1376987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1376996.250000 Penalty: 4676.541992
	Iteration 29Q: 3 clusters Score -1376996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1377005.500000 Penalty: 4676.541992
	Iteration 30Q: 3 clusters Score -1377006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1377013.000000 Penalty: 4676.541992
	Iteration 31Q: 3 clusters Score -1377013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1377018.875000 Penalty: 4676.541992
	Iteration 32Q: 3 clusters Score -1377019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1377019.000000 Penalty: 4676.541992
	Iteration 33Q: 3 clusters Score -1377019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1377021.750000 Penalty: 4676.541992
	Iteration 34Q: 3 clusters Score -1377022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1377025.125000 Penalty: 4676.541992
	Iteration 35Q: 3 clusters Score -1377025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1377029.125000 Penalty: 4676.541992
	Iteration 36Q: 3 clusters Score -1377029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1377031.500000 Penalty: 4676.541992
	Iteration 37Q: 3 clusters Score -1377032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1377035.875000 Penalty: 4676.541992
	Iteration 38Q: 3 clusters Score -1377036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1377036.875000 Penalty: 4676.541992
	Iteration 39Q: 3 clusters Score -1377037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1377038.125000 Penalty: 4676.541992
	Iteration 40F: 3 clusters Score -1377038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1377040.500000 Penalty: 4676.541992
	Iteration 41Q: 3 clusters Score -1377040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1377040.750000 Penalty: 4676.541992
	Iteration 42Q: 3 clusters Score -1377041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1377040.750000 Penalty: 4676.541992
	Iteration 43F: 3 clusters Score -1377041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -704943.625000 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -704943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -699552.812500 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -699552.8 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -700929.937500 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -700929.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -701206.250000 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -701206.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -701448.562500 Penalty: 4346.815430
	Iteration 3F: 3 clusters Score -701448.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -701673.937500 Penalty: 4346.815430
	Iteration 4Q: 3 clusters Score -701673.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -701891.437500 Penalty: 4346.815430
	Iteration 5Q: 3 clusters Score -701891.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -702131.937500 Penalty: 4346.815430
	Iteration 6Q: 3 clusters Score -702131.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -702400.125000 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -702400.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -702708.250000 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -702708.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -703173.187500 Penalty: 4346.815430
	Iteration 9F: 3 clusters Score -703173.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -703774.062500 Penalty: 4346.815430
	Iteration 10F: 3 clusters Score -703774.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -704262.375000 Penalty: 4346.815430
	Iteration 11F: 3 clusters Score -704262.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -704620.187500 Penalty: 4346.815430
	Iteration 12Q: 3 clusters Score -704620.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -704939.250000 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -704939.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -705260.125000 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -705260.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -705451.312500 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -705451.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -705533.187500 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -705533.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -705562.125000 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -705562.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -705574.312500 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -705574.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -705580.312500 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -705580.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -705588.375000 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -705588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -705596.812500 Penalty: 4346.815430
	Iteration 21Q: 3 clusters Score -705596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -705599.000000 Penalty: 4346.815430
	Iteration 22Q: 3 clusters Score -705599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -705601.312500 Penalty: 4346.815430
	Iteration 23Q: 3 clusters Score -705601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -705602.375000 Penalty: 4346.815430
	Iteration 24Q: 3 clusters Score -705602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -705603.812500 Penalty: 4346.815430
	Iteration 25Q: 3 clusters Score -705603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -705602.812500 Penalty: 4346.815430
	Iteration 26Q: 3 clusters Score -705602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -705603.750000 Penalty: 4346.815430
	Iteration 27Q: 3 clusters Score -705603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -705603.375000 Penalty: 4346.815430
	Iteration 28Q: 3 clusters Score -705603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -705603.375000 Penalty: 4346.815430
	Iteration 29F: 3 clusters Score -705603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 96265 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 32759 members 
Mstep: Class 26 contains 15588 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 108684 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 343507 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 31565 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12438 members 
Mstep: Class 40 contains 4307 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 16563 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 175 members 
Mstep: Class 45 contains 16949 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 2091 members 
Entering Unmasked Estep 
Score: -110923272.000000 Penalty: 161184.531250
Splitting cluster 40 changes total score from -110923776.000000 to -110923272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -25169.447266 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -25169.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23914.031250 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23914.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24027.730469 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24027.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24071.158203 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -24071.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24091.378906 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -24091.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24091.378906 Penalty: 2815.669922
	Iteration 4F: 3 clusters Score -24091.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Entering Unmasked Estep 
Score: -1910447.250000 Penalty: 2409.301758
	Iteration 0F: 2 clusters Score -1910447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1898649.500000 Penalty: 4818.603516
	Iteration 0F: 3 clusters Score -1898650 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1902547.250000 Penalty: 4818.603516
	Iteration 1F: 3 clusters Score -1902547 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1902960.625000 Penalty: 4818.603516
	Iteration 2F: 3 clusters Score -1902961 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1903355.250000 Penalty: 4818.603516
	Iteration 3Q: 3 clusters Score -1903355 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1903858.625000 Penalty: 4818.603516
	Iteration 4F: 3 clusters Score -1903859 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1904540.625000 Penalty: 4818.603516
	Iteration 5F: 3 clusters Score -1904541 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1905377.250000 Penalty: 4818.603516
	Iteration 6F: 3 clusters Score -1905377 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1906297.750000 Penalty: 4818.603516
	Iteration 7F: 3 clusters Score -1906298 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1907060.125000 Penalty: 4818.603516
	Iteration 8F: 3 clusters Score -1907060 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1907569.500000 Penalty: 4818.603516
	Iteration 9Q: 3 clusters Score -1907570 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1907893.750000 Penalty: 4818.603516
	Iteration 10Q: 3 clusters Score -1907894 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1908070.625000 Penalty: 4818.603516
	Iteration 11Q: 3 clusters Score -1908071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1908185.000000 Penalty: 4818.603516
	Iteration 12Q: 3 clusters Score -1908185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1908239.875000 Penalty: 4818.603516
	Iteration 13Q: 3 clusters Score -1908240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1908272.500000 Penalty: 4818.603516
	Iteration 14Q: 3 clusters Score -1908272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1908295.750000 Penalty: 4818.603516
	Iteration 15Q: 3 clusters Score -1908296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1908310.250000 Penalty: 4818.603516
	Iteration 16Q: 3 clusters Score -1908310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1908322.750000 Penalty: 4818.603516
	Iteration 17Q: 3 clusters Score -1908323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1908331.125000 Penalty: 4818.603516
	Iteration 18Q: 3 clusters Score -1908331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1908339.625000 Penalty: 4818.603516
	Iteration 19Q: 3 clusters Score -1908340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1908340.500000 Penalty: 4818.603516
	Iteration 20F: 3 clusters Score -1908340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1908341.875000 Penalty: 4818.603516
	Iteration 21Q: 3 clusters Score -1908342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1908341.875000 Penalty: 4818.603516
	Iteration 22F: 3 clusters Score -1908342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15546.290039 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14478.638672 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14478.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14529.093750 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -14529.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14541.823242 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14541.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14546.977539 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -14546.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14546.977539 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -14546.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -15273.082031 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -15273.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14210.776367 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -14210.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14225.034180 Penalty: 2561.733887
	Iteration 1Q: 3 clusters Score -14225.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14242.556641 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -14242.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14250.630859 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -14250.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14250.630859 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -14250.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Entering Unmasked Estep 
Score: -1957320.625000 Penalty: 2415.014893
	Iteration 0F: 2 clusters Score -1957321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1945159.125000 Penalty: 4830.029785
	Iteration 0F: 3 clusters Score -1945159 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1949154.250000 Penalty: 4830.029785
	Iteration 1F: 3 clusters Score -1949154 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1949439.750000 Penalty: 4830.029785
	Iteration 2F: 3 clusters Score -1949440 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1949638.750000 Penalty: 4830.029785
	Iteration 3Q: 3 clusters Score -1949639 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1949810.000000 Penalty: 4830.029785
	Iteration 4Q: 3 clusters Score -1949810 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1949950.125000 Penalty: 4830.029785
	Iteration 5Q: 3 clusters Score -1949950 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1950082.500000 Penalty: 4830.029785
	Iteration 6Q: 3 clusters Score -1950082 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1950201.750000 Penalty: 4830.029785
	Iteration 7Q: 3 clusters Score -1950202 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1950319.375000 Penalty: 4830.029785
	Iteration 8Q: 3 clusters Score -1950319 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1950417.750000 Penalty: 4830.029785
	Iteration 9Q: 3 clusters Score -1950418 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1950513.125000 Penalty: 4830.029785
	Iteration 10Q: 3 clusters Score -1950513 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1950592.375000 Penalty: 4830.029785
	Iteration 11Q: 3 clusters Score -1950592 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1950703.500000 Penalty: 4830.029785
	Iteration 12Q: 3 clusters Score -1950704 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1950810.000000 Penalty: 4830.029785
	Iteration 13Q: 3 clusters Score -1950810 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1950986.000000 Penalty: 4830.029785
	Iteration 14Q: 3 clusters Score -1950986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1951229.000000 Penalty: 4830.029785
	Iteration 15Q: 3 clusters Score -1951229 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1951554.000000 Penalty: 4830.029785
	Iteration 16Q: 3 clusters Score -1951554 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1951967.250000 Penalty: 4830.029785
	Iteration 17Q: 3 clusters Score -1951967 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1952458.250000 Penalty: 4830.029785
	Iteration 18Q: 3 clusters Score -1952458 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1952926.625000 Penalty: 4830.029785
	Iteration 19Q: 3 clusters Score -1952927 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1953354.500000 Penalty: 4830.029785
	Iteration 20F: 3 clusters Score -1953354 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1953763.750000 Penalty: 4830.029785
	Iteration 21Q: 3 clusters Score -1953764 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1954094.375000 Penalty: 4830.029785
	Iteration 22Q: 3 clusters Score -1954094 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1954367.625000 Penalty: 4830.029785
	Iteration 23Q: 3 clusters Score -1954368 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1954572.000000 Penalty: 4830.029785
	Iteration 24Q: 3 clusters Score -1954572 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1954729.125000 Penalty: 4830.029785
	Iteration 25Q: 3 clusters Score -1954729 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1954858.875000 Penalty: 4830.029785
	Iteration 26Q: 3 clusters Score -1954859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1954937.000000 Penalty: 4830.029785
	Iteration 27Q: 3 clusters Score -1954937 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1954989.375000 Penalty: 4830.029785
	Iteration 28Q: 3 clusters Score -1954989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1955029.625000 Penalty: 4830.029785
	Iteration 29Q: 3 clusters Score -1955030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1955065.500000 Penalty: 4830.029785
	Iteration 30Q: 3 clusters Score -1955066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1955086.750000 Penalty: 4830.029785
	Iteration 31Q: 3 clusters Score -1955087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1955105.875000 Penalty: 4830.029785
	Iteration 32Q: 3 clusters Score -1955106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1955142.625000 Penalty: 4830.029785
	Iteration 33Q: 3 clusters Score -1955143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1955171.750000 Penalty: 4830.029785
	Iteration 34Q: 3 clusters Score -1955172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1955201.750000 Penalty: 4830.029785
	Iteration 35Q: 3 clusters Score -1955202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1955226.750000 Penalty: 4830.029785
	Iteration 36Q: 3 clusters Score -1955227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1955237.250000 Penalty: 4830.029785
	Iteration 37Q: 3 clusters Score -1955237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1955250.000000 Penalty: 4830.029785
	Iteration 38Q: 3 clusters Score -1955250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1955258.000000 Penalty: 4830.029785
	Iteration 39Q: 3 clusters Score -1955258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1955273.875000 Penalty: 4830.029785
	Iteration 40F: 3 clusters Score -1955274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1955291.250000 Penalty: 4830.029785
	Iteration 41Q: 3 clusters Score -1955291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1955301.000000 Penalty: 4830.029785
	Iteration 42Q: 3 clusters Score -1955301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1955305.875000 Penalty: 4830.029785
	Iteration 43Q: 3 clusters Score -1955306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1955308.875000 Penalty: 4830.029785
	Iteration 44Q: 3 clusters Score -1955309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1955311.375000 Penalty: 4830.029785
	Iteration 45Q: 3 clusters Score -1955311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1955311.500000 Penalty: 4830.029785
	Iteration 46Q: 3 clusters Score -1955312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1955313.875000 Penalty: 4830.029785
	Iteration 47Q: 3 clusters Score -1955314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1955316.875000 Penalty: 4830.029785
	Iteration 48Q: 3 clusters Score -1955317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1955317.500000 Penalty: 4830.029785
	Iteration 49Q: 3 clusters Score -1955318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1955321.250000 Penalty: 4830.029785
	Iteration 50Q: 3 clusters Score -1955321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1955321.375000 Penalty: 4830.029785
	Iteration 51Q: 3 clusters Score -1955321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1955320.625000 Penalty: 4830.029785
	Iteration 52Q: 3 clusters Score -1955321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1955323.250000 Penalty: 4830.029785
	Iteration 53Q: 3 clusters Score -1955323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1955323.250000 Penalty: 4830.029785
	Iteration 54F: 3 clusters Score -1955323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -50024.328125 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -50024.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48509.156250 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -48509.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48785.492188 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -48785.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49032.527344 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -49032.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49342.976562 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -49342.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49466.183594 Penalty: 3109.471680
	Iteration 4F: 3 clusters Score -49466.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49536.429688 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -49536.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49580.812500 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -49580.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49608.550781 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -49608.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49637.621094 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -49637.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49643.367188 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -49643.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49643.367188 Penalty: 3109.471680
	Iteration 10F: 3 clusters Score -49643.37 nChanged 0
--- Evaluating fit on full set of 3039103 points ---
Entering Unmasked Estep 
Score: -332020096.000000 Penalty: 170288.046875
20->47 Clusters: Score -332020096.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1013034 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 50724 members 
Mstep: Class 3 contains 50720 members 
Mstep: Class 4 contains 50440 members 
Mstep: Class 5 contains 50684 members 
Mstep: Class 6 contains 50749 members 
Mstep: Class 7 contains 50839 members 
Mstep: Class 8 contains 50409 members 
Mstep: Class 9 contains 50677 members 
Mstep: Class 10 contains 50568 members 
Mstep: Class 11 contains 50777 members 
Mstep: Class 12 contains 50543 members 
Mstep: Class 13 contains 50887 members 
Mstep: Class 14 contains 50550 members 
Mstep: Class 15 contains 50767 members 
Mstep: Class 16 contains 50975 members 
Mstep: Class 17 contains 50453 members 
Mstep: Class 18 contains 50699 members 
Mstep: Class 19 contains 50592 members 
Mstep: Class 20 contains 50596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 346.592255 but Gain 3429.457031
Score: -103607504.000000 Penalty: 65159.707031
Iteration 0F: 20 clusters Score -1.036075e+08 nChanged 959641
Entering Unmasked Mstep 
Mstep: Class 0 contains 3714 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 66399 members 
Mstep: Class 3 contains 78669 members 
Mstep: Class 4 contains 11478 members 
Mstep: Class 5 contains 27845 members 
Mstep: Class 6 contains 14000 members 
Mstep: Class 7 contains 14622 members 
Mstep: Class 9 contains 23577 members 
Mstep: Class 10 contains 48625 members 
Mstep: Class 11 contains 55649 members 
Mstep: Class 12 contains 26045 members 
Mstep: Class 13 contains 23121 members 
Mstep: Class 14 contains 289200 members 
Mstep: Class 15 contains 68867 members 
Mstep: Class 16 contains 60636 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 78168 members 
Mstep: Class 19 contains 13514 members 
Mstep: Class 20 contains 13246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108360688.000000 Penalty: 65159.707031
Iteration 1F: 20 clusters Score -1.083607e+08 nChanged 393452
Entering Unmasked Mstep 
Mstep: Class 0 contains 3649 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 46954 members 
Mstep: Class 3 contains 69269 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 21031 members 
Mstep: Class 6 contains 16114 members 
Mstep: Class 7 contains 15588 members 
Mstep: Class 9 contains 25361 members 
Mstep: Class 10 contains 29566 members 
Mstep: Class 11 contains 40737 members 
Mstep: Class 12 contains 21650 members 
Mstep: Class 13 contains 24669 members 
Mstep: Class 14 contains 400483 members 
Mstep: Class 15 contains 63750 members 
Mstep: Class 16 contains 67192 members 
Mstep: Class 17 contains 13930 members 
Mstep: Class 18 contains 57368 members 
Mstep: Class 19 contains 12519 members 
Mstep: Class 20 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109212552.000000 Penalty: 65159.707031
Iteration 2F: 20 clusters Score -1.092126e+08 nChanged 283750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3497 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 32303 members 
Mstep: Class 3 contains 56625 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 11836 members 
Mstep: Class 6 contains 31417 members 
Mstep: Class 7 contains 17723 members 
Mstep: Class 9 contains 25826 members 
Mstep: Class 10 contains 21120 members 
Mstep: Class 11 contains 44423 members 
Mstep: Class 12 contains 26331 members 
Mstep: Class 13 contains 30528 members 
Mstep: Class 14 contains 455960 members 
Mstep: Class 15 contains 54500 members 
Mstep: Class 16 contains 59674 members 
Mstep: Class 17 contains 9293 members 
Mstep: Class 18 contains 39018 members 
Mstep: Class 19 contains 15922 members 
Mstep: Class 20 contains 8235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109622568.000000 Penalty: 65159.707031
Iteration 3F: 20 clusters Score -1.096226e+08 nChanged 195073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3454 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 29438 members 
Mstep: Class 3 contains 51161 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 7225 members 
Mstep: Class 6 contains 50429 members 
Mstep: Class 7 contains 18386 members 
Mstep: Class 9 contains 30802 members 
Mstep: Class 10 contains 16549 members 
Mstep: Class 11 contains 50700 members 
Mstep: Class 12 contains 27550 members 
Mstep: Class 13 contains 33445 members 
Mstep: Class 14 contains 456648 members 
Mstep: Class 15 contains 49388 members 
Mstep: Class 16 contains 51059 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 26378 members 
Mstep: Class 19 contains 17140 members 
Mstep: Class 20 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109917112.000000 Penalty: 65159.707031
Iteration 4F: 20 clusters Score -1.099171e+08 nChanged 136421
Entering Unmasked Mstep 
Mstep: Class 0 contains 3321 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 30221 members 
Mstep: Class 3 contains 47031 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 63274 members 
Mstep: Class 7 contains 17781 members 
Mstep: Class 9 contains 33057 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 53980 members 
Mstep: Class 12 contains 27328 members 
Mstep: Class 13 contains 34166 members 
Mstep: Class 14 contains 461633 members 
Mstep: Class 15 contains 45547 members 
Mstep: Class 16 contains 44114 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 16942 members 
Mstep: Class 19 contains 16748 members 
Mstep: Class 20 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2362.029785 but Gain 3429.457031
Score: -110088504.000000 Penalty: 61730.250000
Iteration 5F: 19 clusters Score -1.100885e+08 nChanged 97227
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 33528 members 
Mstep: Class 3 contains 45274 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 6 contains 70245 members 
Mstep: Class 7 contains 16937 members 
Mstep: Class 9 contains 30419 members 
Mstep: Class 10 contains 8726 members 
Mstep: Class 11 contains 55532 members 
Mstep: Class 12 contains 26854 members 
Mstep: Class 13 contains 33983 members 
Mstep: Class 14 contains 466052 members 
Mstep: Class 15 contains 45752 members 
Mstep: Class 16 contains 41798 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 11000 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192200.000000 Penalty: 61730.250000
Iteration 6F: 19 clusters Score -1.101922e+08 nChanged 70957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3005 members 
Mstep: Class 1 contains 102933 members 
Mstep: Class 2 contains 37982 members 
Mstep: Class 3 contains 44323 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 6 contains 74145 members 
Mstep: Class 7 contains 16198 members 
Mstep: Class 9 contains 24939 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 55961 members 
Mstep: Class 12 contains 26418 members 
Mstep: Class 13 contains 33274 members 
Mstep: Class 14 contains 463377 members 
Mstep: Class 15 contains 49414 members 
Mstep: Class 16 contains 43039 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 15099 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110290072.000000 Penalty: 61730.250000
Iteration 7F: 19 clusters Score -1.102901e+08 nChanged 57800
Entering Unmasked Mstep 
Mstep: Class 0 contains 2620 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 42469 members 
Mstep: Class 3 contains 43479 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 6 contains 75984 members 
Mstep: Class 7 contains 15388 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 56079 members 
Mstep: Class 12 contains 26030 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 457377 members 
Mstep: Class 15 contains 55469 members 
Mstep: Class 16 contains 45791 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 14252 members 
Mstep: Class 20 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110386784.000000 Penalty: 61730.250000
Iteration 8F: 19 clusters Score -1.103868e+08 nChanged 46020
Entering Unmasked Mstep 
Mstep: Class 0 contains 2271 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 45556 members 
Mstep: Class 3 contains 42412 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 6 contains 76680 members 
Mstep: Class 7 contains 14354 members 
Mstep: Class 9 contains 12851 members 
Mstep: Class 10 contains 5346 members 
Mstep: Class 11 contains 56016 members 
Mstep: Class 12 contains 25681 members 
Mstep: Class 13 contains 32251 members 
Mstep: Class 14 contains 450989 members 
Mstep: Class 15 contains 62604 members 
Mstep: Class 16 contains 47891 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 13686 members 
Mstep: Class 20 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110440048.000000 Penalty: 61730.250000
Iteration 9Q: 19 clusters Score -1.1044e+08 nChanged 34463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 47035 members 
Mstep: Class 3 contains 41418 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 6 contains 76718 members 
Mstep: Class 7 contains 13241 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 11 contains 55907 members 
Mstep: Class 12 contains 25341 members 
Mstep: Class 13 contains 31856 members 
Mstep: Class 14 contains 444945 members 
Mstep: Class 15 contains 69428 members 
Mstep: Class 16 contains 49251 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 13560 members 
Mstep: Class 20 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110465280.000000 Penalty: 61730.250000
Iteration 10Q: 19 clusters Score -1.104653e+08 nChanged 26222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 47628 members 
Mstep: Class 3 contains 40649 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 6 contains 76459 members 
Mstep: Class 7 contains 12057 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 55787 members 
Mstep: Class 12 contains 25124 members 
Mstep: Class 13 contains 31700 members 
Mstep: Class 14 contains 439011 members 
Mstep: Class 15 contains 75479 members 
Mstep: Class 16 contains 50300 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 13520 members 
Mstep: Class 20 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110482512.000000 Penalty: 61730.250000
Iteration 11Q: 19 clusters Score -1.104825e+08 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120177 members 
Mstep: Class 2 contains 47812 members 
Mstep: Class 3 contains 40099 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 6 contains 76028 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 55594 members 
Mstep: Class 12 contains 25009 members 
Mstep: Class 13 contains 31814 members 
Mstep: Class 14 contains 433535 members 
Mstep: Class 15 contains 80535 members 
Mstep: Class 16 contains 51053 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110494872.000000 Penalty: 61730.250000
Iteration 12Q: 19 clusters Score -1.104949e+08 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 47713 members 
Mstep: Class 3 contains 39671 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 6 contains 75594 members 
Mstep: Class 7 contains 9942 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 55354 members 
Mstep: Class 12 contains 24949 members 
Mstep: Class 13 contains 32181 members 
Mstep: Class 14 contains 428287 members 
Mstep: Class 15 contains 84611 members 
Mstep: Class 16 contains 51600 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 4203 members 
Mstep: Class 19 contains 13547 members 
Mstep: Class 20 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110506152.000000 Penalty: 61730.250000
Iteration 13Q: 19 clusters Score -1.105062e+08 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 47376 members 
Mstep: Class 3 contains 39410 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 6 contains 75229 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 14661 members 
Mstep: Class 11 contains 55055 members 
Mstep: Class 12 contains 24911 members 
Mstep: Class 13 contains 32718 members 
Mstep: Class 14 contains 423175 members 
Mstep: Class 15 contains 87824 members 
Mstep: Class 16 contains 51987 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 13598 members 
Mstep: Class 20 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110516024.000000 Penalty: 61730.250000
Iteration 14Q: 19 clusters Score -1.10516e+08 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 46978 members 
Mstep: Class 3 contains 39231 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 6 contains 74878 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 17142 members 
Mstep: Class 11 contains 54820 members 
Mstep: Class 12 contains 24902 members 
Mstep: Class 13 contains 33467 members 
Mstep: Class 14 contains 418354 members 
Mstep: Class 15 contains 90293 members 
Mstep: Class 16 contains 52287 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 19 contains 13650 members 
Mstep: Class 20 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110524424.000000 Penalty: 61730.250000
Iteration 15Q: 19 clusters Score -1.105244e+08 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 46469 members 
Mstep: Class 3 contains 39097 members 
Mstep: Class 4 contains 1851 members 
Mstep: Class 6 contains 74500 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 9 contains 9784 members 
Mstep: Class 10 contains 19459 members 
Mstep: Class 11 contains 54659 members 
Mstep: Class 12 contains 24902 members 
Mstep: Class 13 contains 34395 members 
Mstep: Class 14 contains 413943 members 
Mstep: Class 15 contains 92207 members 
Mstep: Class 16 contains 52560 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 2717 members 
Mstep: Class 19 contains 13587 members 
Mstep: Class 20 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110530504.000000 Penalty: 61730.250000
Iteration 16Q: 19 clusters Score -1.105305e+08 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 45854 members 
Mstep: Class 3 contains 38948 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 6 contains 74085 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 54550 members 
Mstep: Class 12 contains 24900 members 
Mstep: Class 13 contains 35440 members 
Mstep: Class 14 contains 410014 members 
Mstep: Class 15 contains 93764 members 
Mstep: Class 16 contains 52774 members 
Mstep: Class 17 contains 1223 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 13454 members 
Mstep: Class 20 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110536560.000000 Penalty: 61730.250000
Iteration 17Q: 19 clusters Score -1.105366e+08 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120324 members 
Mstep: Class 2 contains 45241 members 
Mstep: Class 3 contains 38817 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 6 contains 73652 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 9 contains 12597 members 
Mstep: Class 10 contains 23349 members 
Mstep: Class 11 contains 54470 members 
Mstep: Class 12 contains 24899 members 
Mstep: Class 13 contains 36540 members 
Mstep: Class 14 contains 406539 members 
Mstep: Class 15 contains 95075 members 
Mstep: Class 16 contains 52953 members 
Mstep: Class 17 contains 1221 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 19 contains 13303 members 
Mstep: Class 20 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110540968.000000 Penalty: 61730.250000
Iteration 18Q: 19 clusters Score -1.10541e+08 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 44700 members 
Mstep: Class 3 contains 38702 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 6 contains 73280 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 24851 members 
Mstep: Class 11 contains 54349 members 
Mstep: Class 12 contains 24889 members 
Mstep: Class 13 contains 37684 members 
Mstep: Class 14 contains 403404 members 
Mstep: Class 15 contains 96178 members 
Mstep: Class 16 contains 53119 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110544224.000000 Penalty: 61730.250000
Iteration 19Q: 19 clusters Score -1.105442e+08 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 119969 members 
Mstep: Class 2 contains 44222 members 
Mstep: Class 3 contains 38583 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 6 contains 72926 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 9 contains 14862 members 
Mstep: Class 10 contains 26116 members 
Mstep: Class 11 contains 54295 members 
Mstep: Class 12 contains 24884 members 
Mstep: Class 13 contains 38730 members 
Mstep: Class 14 contains 400527 members 
Mstep: Class 15 contains 97270 members 
Mstep: Class 16 contains 53255 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110576560.000000 Penalty: 61730.250000
Iteration 20F: 19 clusters Score -1.105766e+08 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 1565 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 43599 members 
Mstep: Class 3 contains 38460 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 6 contains 72605 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 9 contains 16677 members 
Mstep: Class 10 contains 28088 members 
Mstep: Class 11 contains 54098 members 
Mstep: Class 12 contains 24717 members 
Mstep: Class 13 contains 39689 members 
Mstep: Class 14 contains 397195 members 
Mstep: Class 15 contains 98222 members 
Mstep: Class 16 contains 53356 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 12819 members 
Mstep: Class 20 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110612152.000000 Penalty: 61730.250000
Iteration 21Q: 19 clusters Score -1.106122e+08 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1508 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 43007 members 
Mstep: Class 3 contains 38388 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 6 contains 72273 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 9 contains 18310 members 
Mstep: Class 10 contains 29812 members 
Mstep: Class 11 contains 53880 members 
Mstep: Class 12 contains 24571 members 
Mstep: Class 13 contains 40583 members 
Mstep: Class 14 contains 394031 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 53453 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 12499 members 
Mstep: Class 20 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110617928.000000 Penalty: 61730.250000
Iteration 22Q: 19 clusters Score -1.106179e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 42495 members 
Mstep: Class 3 contains 38310 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 6 contains 71958 members 
Mstep: Class 7 contains 4375 members 
Mstep: Class 9 contains 19758 members 
Mstep: Class 10 contains 31253 members 
Mstep: Class 11 contains 53676 members 
Mstep: Class 12 contains 24495 members 
Mstep: Class 13 contains 41346 members 
Mstep: Class 14 contains 391044 members 
Mstep: Class 15 contains 100515 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110621880.000000 Penalty: 61730.250000
Iteration 23Q: 19 clusters Score -1.106219e+08 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119613 members 
Mstep: Class 2 contains 42069 members 
Mstep: Class 3 contains 38275 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 6 contains 71671 members 
Mstep: Class 7 contains 4202 members 
Mstep: Class 9 contains 21027 members 
Mstep: Class 10 contains 32496 members 
Mstep: Class 11 contains 53521 members 
Mstep: Class 12 contains 24417 members 
Mstep: Class 13 contains 41968 members 
Mstep: Class 14 contains 388289 members 
Mstep: Class 15 contains 101798 members 
Mstep: Class 16 contains 53638 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110624464.000000 Penalty: 61730.250000
Iteration 24Q: 19 clusters Score -1.106245e+08 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 41696 members 
Mstep: Class 3 contains 38227 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 9 contains 22194 members 
Mstep: Class 10 contains 33530 members 
Mstep: Class 11 contains 53390 members 
Mstep: Class 12 contains 24379 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 385673 members 
Mstep: Class 15 contains 103174 members 
Mstep: Class 16 contains 53725 members 
Mstep: Class 17 contains 1766 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 11300 members 
Mstep: Class 20 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110626968.000000 Penalty: 61730.250000
Iteration 25Q: 19 clusters Score -1.10627e+08 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 41457 members 
Mstep: Class 3 contains 38177 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 6 contains 71171 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 9 contains 23233 members 
Mstep: Class 10 contains 34334 members 
Mstep: Class 11 contains 53301 members 
Mstep: Class 12 contains 24371 members 
Mstep: Class 13 contains 42880 members 
Mstep: Class 14 contains 383354 members 
Mstep: Class 15 contains 104460 members 
Mstep: Class 16 contains 53745 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110629632.000000 Penalty: 61730.250000
Iteration 26Q: 19 clusters Score -1.106296e+08 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 41239 members 
Mstep: Class 3 contains 38150 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 6 contains 70926 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 9 contains 24173 members 
Mstep: Class 10 contains 35057 members 
Mstep: Class 11 contains 53223 members 
Mstep: Class 12 contains 24369 members 
Mstep: Class 13 contains 43199 members 
Mstep: Class 14 contains 381260 members 
Mstep: Class 15 contains 105737 members 
Mstep: Class 16 contains 53739 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 10582 members 
Mstep: Class 20 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110631256.000000 Penalty: 61730.250000
Iteration 27Q: 19 clusters Score -1.106313e+08 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 41054 members 
Mstep: Class 3 contains 38086 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 6 contains 70709 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 9 contains 25000 members 
Mstep: Class 10 contains 35674 members 
Mstep: Class 11 contains 53127 members 
Mstep: Class 12 contains 24401 members 
Mstep: Class 13 contains 43438 members 
Mstep: Class 14 contains 379332 members 
Mstep: Class 15 contains 107038 members 
Mstep: Class 16 contains 53726 members 
Mstep: Class 17 contains 1762 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110632616.000000 Penalty: 61730.250000
Iteration 28Q: 19 clusters Score -1.106326e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119154 members 
Mstep: Class 2 contains 40921 members 
Mstep: Class 3 contains 38027 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 6 contains 70546 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 9 contains 25748 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 53026 members 
Mstep: Class 12 contains 24426 members 
Mstep: Class 13 contains 43617 members 
Mstep: Class 14 contains 377478 members 
Mstep: Class 15 contains 108323 members 
Mstep: Class 16 contains 53730 members 
Mstep: Class 17 contains 1762 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110634216.000000 Penalty: 61730.250000
Iteration 29Q: 19 clusters Score -1.106342e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 40831 members 
Mstep: Class 3 contains 37987 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 6 contains 70402 members 
Mstep: Class 7 contains 3824 members 
Mstep: Class 9 contains 26461 members 
Mstep: Class 10 contains 36571 members 
Mstep: Class 11 contains 52939 members 
Mstep: Class 12 contains 24450 members 
Mstep: Class 13 contains 43778 members 
Mstep: Class 14 contains 375769 members 
Mstep: Class 15 contains 109460 members 
Mstep: Class 16 contains 53725 members 
Mstep: Class 17 contains 1762 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 9813 members 
Mstep: Class 20 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110635904.000000 Penalty: 61730.250000
Iteration 30Q: 19 clusters Score -1.106359e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 40798 members 
Mstep: Class 3 contains 37962 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 6 contains 70267 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 9 contains 27112 members 
Mstep: Class 10 contains 36947 members 
Mstep: Class 11 contains 52879 members 
Mstep: Class 12 contains 24459 members 
Mstep: Class 13 contains 43883 members 
Mstep: Class 14 contains 374153 members 
Mstep: Class 15 contains 110552 members 
Mstep: Class 16 contains 53693 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 9627 members 
Mstep: Class 20 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110637056.000000 Penalty: 61730.250000
Iteration 31Q: 19 clusters Score -1.106371e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 40795 members 
Mstep: Class 3 contains 37935 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 6 contains 70139 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 9 contains 27706 members 
Mstep: Class 10 contains 37259 members 
Mstep: Class 11 contains 52833 members 
Mstep: Class 12 contains 24469 members 
Mstep: Class 13 contains 43978 members 
Mstep: Class 14 contains 372616 members 
Mstep: Class 15 contains 111597 members 
Mstep: Class 16 contains 53654 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110638216.000000 Penalty: 61730.250000
Iteration 32Q: 19 clusters Score -1.106382e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118846 members 
Mstep: Class 2 contains 40804 members 
Mstep: Class 3 contains 37903 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 6 contains 70044 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 37487 members 
Mstep: Class 11 contains 52786 members 
Mstep: Class 12 contains 24469 members 
Mstep: Class 13 contains 44046 members 
Mstep: Class 14 contains 371265 members 
Mstep: Class 15 contains 112518 members 
Mstep: Class 16 contains 53610 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110639192.000000 Penalty: 61730.250000
Iteration 33Q: 19 clusters Score -1.106392e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 40799 members 
Mstep: Class 3 contains 37861 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 6 contains 69962 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 9 contains 28782 members 
Mstep: Class 10 contains 37669 members 
Mstep: Class 11 contains 52733 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44102 members 
Mstep: Class 14 contains 370061 members 
Mstep: Class 15 contains 113352 members 
Mstep: Class 16 contains 53567 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 9198 members 
Mstep: Class 20 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110639760.000000 Penalty: 61730.250000
Iteration 34Q: 19 clusters Score -1.106398e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 40790 members 
Mstep: Class 3 contains 37820 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 6 contains 69874 members 
Mstep: Class 7 contains 3757 members 
Mstep: Class 9 contains 29226 members 
Mstep: Class 10 contains 37781 members 
Mstep: Class 11 contains 52688 members 
Mstep: Class 12 contains 24468 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 369005 members 
Mstep: Class 15 contains 114179 members 
Mstep: Class 16 contains 53500 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 9121 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110640264.000000 Penalty: 61730.250000
Iteration 35Q: 19 clusters Score -1.106403e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 40757 members 
Mstep: Class 3 contains 37770 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 6 contains 69791 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 9 contains 29631 members 
Mstep: Class 10 contains 37879 members 
Mstep: Class 11 contains 52634 members 
Mstep: Class 12 contains 24468 members 
Mstep: Class 13 contains 44196 members 
Mstep: Class 14 contains 368025 members 
Mstep: Class 15 contains 114973 members 
Mstep: Class 16 contains 53445 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110640776.000000 Penalty: 61730.250000
Iteration 36Q: 19 clusters Score -1.106408e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 40702 members 
Mstep: Class 3 contains 37724 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 6 contains 69703 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 9 contains 29980 members 
Mstep: Class 10 contains 37958 members 
Mstep: Class 11 contains 52583 members 
Mstep: Class 12 contains 24468 members 
Mstep: Class 13 contains 44227 members 
Mstep: Class 14 contains 367255 members 
Mstep: Class 15 contains 115640 members 
Mstep: Class 16 contains 53398 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110641160.000000 Penalty: 61730.250000
Iteration 37Q: 19 clusters Score -1.106412e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 118678 members 
Mstep: Class 2 contains 40655 members 
Mstep: Class 3 contains 37686 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 6 contains 69654 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 9 contains 30317 members 
Mstep: Class 10 contains 38039 members 
Mstep: Class 11 contains 52545 members 
Mstep: Class 12 contains 24465 members 
Mstep: Class 13 contains 44257 members 
Mstep: Class 14 contains 366486 members 
Mstep: Class 15 contains 116238 members 
Mstep: Class 16 contains 53350 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8987 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110641760.000000 Penalty: 61730.250000
Iteration 38Q: 19 clusters Score -1.106418e+08 nChanged 1361
Entering ConstructFrom: 
Score: -110641760.000000 Penalty: 61730.250000
Entering ConstructFrom: 
Trying to split cluster 1 (118660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Entering Unmasked Estep 
Score: -13370743.000000 Penalty: 2897.636230
	Iteration 0F: 2 clusters Score -1.337074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -13291150.000000 Penalty: 5795.272461
	Iteration 0F: 3 clusters Score -1.329115e+07 nChanged 56418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -13324081.000000 Penalty: 5795.272461
	Iteration 1F: 3 clusters Score -1.332408e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -13325538.000000 Penalty: 5795.272461
	Iteration 2Q: 3 clusters Score -1.332554e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -13328425.000000 Penalty: 5795.272461
	Iteration 3Q: 3 clusters Score -1.332842e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -13333577.000000 Penalty: 5795.272461
	Iteration 4F: 3 clusters Score -1.333358e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -13341421.000000 Penalty: 5795.272461
	Iteration 5F: 3 clusters Score -1.334142e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -13351100.000000 Penalty: 5795.272461
	Iteration 6F: 3 clusters Score -1.33511e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -13360181.000000 Penalty: 5795.272461
	Iteration 7F: 3 clusters Score -1.336018e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -13366205.000000 Penalty: 5795.272461
	Iteration 8F: 3 clusters Score -1.33662e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -13369574.000000 Penalty: 5795.272461
	Iteration 9Q: 3 clusters Score -1.336957e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -13371771.000000 Penalty: 5795.272461
	Iteration 10Q: 3 clusters Score -1.337177e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -13373591.000000 Penalty: 5795.272461
	Iteration 11Q: 3 clusters Score -1.337359e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -13374842.000000 Penalty: 5795.272461
	Iteration 12Q: 3 clusters Score -1.337484e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -13375523.000000 Penalty: 5795.272461
	Iteration 13Q: 3 clusters Score -1.337552e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -13375782.000000 Penalty: 5795.272461
	Iteration 14Q: 3 clusters Score -1.337578e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -13375967.000000 Penalty: 5795.272461
	Iteration 15Q: 3 clusters Score -1.337597e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110823 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -13376024.000000 Penalty: 5795.272461
	Iteration 16Q: 3 clusters Score -1.337602e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111131 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -13376119.000000 Penalty: 5795.272461
	Iteration 17Q: 3 clusters Score -1.337612e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -13376178.000000 Penalty: 5795.272461
	Iteration 18Q: 3 clusters Score -1.337618e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -13376223.000000 Penalty: 5795.272461
	Iteration 19Q: 3 clusters Score -1.337622e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111684 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -13376202.000000 Penalty: 5795.272461
	Iteration 20F: 3 clusters Score -1.33762e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -13376212.000000 Penalty: 5795.272461
	Iteration 21Q: 3 clusters Score -1.337621e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -13376224.000000 Penalty: 5795.272461
	Iteration 22Q: 3 clusters Score -1.337622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -13376254.000000 Penalty: 5795.272461
	Iteration 23Q: 3 clusters Score -1.337625e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112040 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -13376248.000000 Penalty: 5795.272461
	Iteration 24Q: 3 clusters Score -1.337625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112078 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -13376247.000000 Penalty: 5795.272461
	Iteration 25Q: 3 clusters Score -1.337625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -13376263.000000 Penalty: 5795.272461
	Iteration 26Q: 3 clusters Score -1.337626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -13376259.000000 Penalty: 5795.272461
	Iteration 27Q: 3 clusters Score -1.337626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -13376267.000000 Penalty: 5795.272461
	Iteration 28Q: 3 clusters Score -1.337627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -13376262.000000 Penalty: 5795.272461
	Iteration 29Q: 3 clusters Score -1.337626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112209 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -13376260.000000 Penalty: 5795.272461
	Iteration 30Q: 3 clusters Score -1.337626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -13376254.000000 Penalty: 5795.272461
	Iteration 31Q: 3 clusters Score -1.337625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -13376261.000000 Penalty: 5795.272461
	Iteration 32Q: 3 clusters Score -1.337626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -13376255.000000 Penalty: 5795.272461
	Iteration 33Q: 3 clusters Score -1.337626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112233 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -13376263.000000 Penalty: 5795.272461
	Iteration 34Q: 3 clusters Score -1.337626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -13376267.000000 Penalty: 5795.272461
	Iteration 35Q: 3 clusters Score -1.337627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -13376260.000000 Penalty: 5795.272461
	Iteration 36Q: 3 clusters Score -1.337626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -13376263.000000 Penalty: 5795.272461
	Iteration 37Q: 3 clusters Score -1.337626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -13376263.000000 Penalty: 5795.272461
	Iteration 38F: 3 clusters Score -1.337626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 37654 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 69627 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
Score: -110647176.000000 Penalty: 65159.707031
Splitting cluster 1 changes total score from -110641760.000000 to -110647176.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -4530171.000000 Penalty: 2631.840820
	Iteration 0F: 2 clusters Score -4530171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4502821.000000 Penalty: 5263.681641
	Iteration 0F: 3 clusters Score -4502821 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4513947.000000 Penalty: 5263.681641
	Iteration 1F: 3 clusters Score -4513947 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4517002.000000 Penalty: 5263.681641
	Iteration 2F: 3 clusters Score -4517002 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -4523120.500000 Penalty: 5263.681641
	Iteration 3F: 3 clusters Score -4523120 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -4531040.500000 Penalty: 5263.681641
	Iteration 4F: 3 clusters Score -4531040 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4536627.000000 Penalty: 5263.681641
	Iteration 5F: 3 clusters Score -4536627 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4538787.000000 Penalty: 5263.681641
	Iteration 6F: 3 clusters Score -4538787 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4539414.000000 Penalty: 5263.681641
	Iteration 7Q: 3 clusters Score -4539414 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4539602.000000 Penalty: 5263.681641
	Iteration 8Q: 3 clusters Score -4539602 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4539659.000000 Penalty: 5263.681641
	Iteration 9Q: 3 clusters Score -4539659 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4539678.500000 Penalty: 5263.681641
	Iteration 10Q: 3 clusters Score -4539678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4539694.500000 Penalty: 5263.681641
	Iteration 11Q: 3 clusters Score -4539694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4539711.500000 Penalty: 5263.681641
	Iteration 12Q: 3 clusters Score -4539712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4539707.000000 Penalty: 5263.681641
	Iteration 13Q: 3 clusters Score -4539707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4539724.000000 Penalty: 5263.681641
	Iteration 14Q: 3 clusters Score -4539724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4539728.500000 Penalty: 5263.681641
	Iteration 15Q: 3 clusters Score -4539728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4539730.000000 Penalty: 5263.681641
	Iteration 16Q: 3 clusters Score -4539730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4539720.500000 Penalty: 5263.681641
	Iteration 17Q: 3 clusters Score -4539720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4539729.500000 Penalty: 5263.681641
	Iteration 18Q: 3 clusters Score -4539730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4539732.500000 Penalty: 5263.681641
	Iteration 19Q: 3 clusters Score -4539732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4539743.500000 Penalty: 5263.681641
	Iteration 20F: 3 clusters Score -4539744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4539744.500000 Penalty: 5263.681641
	Iteration 21Q: 3 clusters Score -4539744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4539746.500000 Penalty: 5263.681641
	Iteration 22Q: 3 clusters Score -4539746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4539738.000000 Penalty: 5263.681641
	Iteration 23Q: 3 clusters Score -4539738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4539742.500000 Penalty: 5263.681641
	Iteration 24Q: 3 clusters Score -4539742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4539743.000000 Penalty: 5263.681641
	Iteration 25Q: 3 clusters Score -4539743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -4539745.000000 Penalty: 5263.681641
	Iteration 26Q: 3 clusters Score -4539745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4539750.500000 Penalty: 5263.681641
	Iteration 27Q: 3 clusters Score -4539750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4539744.500000 Penalty: 5263.681641
	Iteration 28Q: 3 clusters Score -4539744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4539744.500000 Penalty: 5263.681641
	Iteration 29F: 3 clusters Score -4539744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 37654 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 69627 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
Score: -110655352.000000 Penalty: 68589.164062
Splitting cluster 2 changes total score from -110641760.000000 to -110655352.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (37654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Entering Unmasked Estep 
Score: -4299962.500000 Penalty: 2612.976318
	Iteration 0F: 2 clusters Score -4299962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4274407.500000 Penalty: 5225.952637
	Iteration 0F: 3 clusters Score -4274408 nChanged 17228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4284128.500000 Penalty: 5225.952637
	Iteration 1F: 3 clusters Score -4284128 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4284966.000000 Penalty: 5225.952637
	Iteration 2F: 3 clusters Score -4284966 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4285993.500000 Penalty: 5225.952637
	Iteration 3F: 3 clusters Score -4285994 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4287200.500000 Penalty: 5225.952637
	Iteration 4F: 3 clusters Score -4287200 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4288706.500000 Penalty: 5225.952637
	Iteration 5F: 3 clusters Score -4288706 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4290546.000000 Penalty: 5225.952637
	Iteration 6F: 3 clusters Score -4290546 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4292865.000000 Penalty: 5225.952637
	Iteration 7F: 3 clusters Score -4292865 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4295199.500000 Penalty: 5225.952637
	Iteration 8F: 3 clusters Score -4295200 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4297011.500000 Penalty: 5225.952637
	Iteration 9F: 3 clusters Score -4297012 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4298330.500000 Penalty: 5225.952637
	Iteration 10Q: 3 clusters Score -4298330 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4299311.500000 Penalty: 5225.952637
	Iteration 11Q: 3 clusters Score -4299312 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4300000.000000 Penalty: 5225.952637
	Iteration 12Q: 3 clusters Score -4300000 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4300367.000000 Penalty: 5225.952637
	Iteration 13Q: 3 clusters Score -4300367 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4300554.500000 Penalty: 5225.952637
	Iteration 14Q: 3 clusters Score -4300554 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4300655.500000 Penalty: 5225.952637
	Iteration 15Q: 3 clusters Score -4300656 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4300690.000000 Penalty: 5225.952637
	Iteration 16Q: 3 clusters Score -4300690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -4300711.000000 Penalty: 5225.952637
	Iteration 17Q: 3 clusters Score -4300711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4300709.500000 Penalty: 5225.952637
	Iteration 18Q: 3 clusters Score -4300710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4300711.500000 Penalty: 5225.952637
	Iteration 19Q: 3 clusters Score -4300712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4300711.000000 Penalty: 5225.952637
	Iteration 20F: 3 clusters Score -4300711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4300719.500000 Penalty: 5225.952637
	Iteration 21Q: 3 clusters Score -4300720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4300720.500000 Penalty: 5225.952637
	Iteration 22Q: 3 clusters Score -4300720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4300718.500000 Penalty: 5225.952637
	Iteration 23Q: 3 clusters Score -4300718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4300717.000000 Penalty: 5225.952637
	Iteration 24Q: 3 clusters Score -4300717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4300718.500000 Penalty: 5225.952637
	Iteration 25Q: 3 clusters Score -4300718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4300716.500000 Penalty: 5225.952637
	Iteration 26Q: 3 clusters Score -4300716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4300713.500000 Penalty: 5225.952637
	Iteration 27Q: 3 clusters Score -4300714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4300713.500000 Penalty: 5225.952637
	Iteration 28F: 3 clusters Score -4300714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 69627 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Entering Unmasked Estep 
Score: -110654912.000000 Penalty: 72018.625000
Splitting cluster 3 changes total score from -110641760.000000 to -110654912.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -124858.093750 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -124858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -122893.148438 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -122893.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -124196.789062 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -124196.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125291.429688 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -125291.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126384.695312 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -126384.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127280.718750 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -127280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127554.570312 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -127554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127585.328125 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -127585.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127609.023438 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -127609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127625.281250 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -127625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127635.117188 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -127635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -127652.585938 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -127652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127670.421875 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -127670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127690.851562 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -127690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127715.695312 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -127715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127763.859375 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -127763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127774.625000 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -127774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127793.710938 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -127793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127793.710938 Penalty: 3571.040527
	Iteration 17F: 3 clusters Score -127793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 69627 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Entering Unmasked Estep 
Score: -110656216.000000 Penalty: 75448.078125
Splitting cluster 4 changes total score from -110641760.000000 to -110656216.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (69627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Entering Unmasked Estep 
Score: -7693448.000000 Penalty: 2765.425049
	Iteration 0F: 2 clusters Score -7693448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7646745.500000 Penalty: 5530.850098
	Iteration 0F: 3 clusters Score -7646746 nChanged 32677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7667498.000000 Penalty: 5530.850098
	Iteration 1F: 3 clusters Score -7667498 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7671860.000000 Penalty: 5530.850098
	Iteration 2F: 3 clusters Score -7671860 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -7678153.000000 Penalty: 5530.850098
	Iteration 3F: 3 clusters Score -7678153 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -7685384.000000 Penalty: 5530.850098
	Iteration 4F: 3 clusters Score -7685384 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7691421.000000 Penalty: 5530.850098
	Iteration 5F: 3 clusters Score -7691421 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7694930.000000 Penalty: 5530.850098
	Iteration 6F: 3 clusters Score -7694930 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -7696835.000000 Penalty: 5530.850098
	Iteration 7Q: 3 clusters Score -7696835 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -7697995.000000 Penalty: 5530.850098
	Iteration 8Q: 3 clusters Score -7697995 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -7698520.000000 Penalty: 5530.850098
	Iteration 9Q: 3 clusters Score -7698520 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -7698745.500000 Penalty: 5530.850098
	Iteration 10Q: 3 clusters Score -7698746 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -7698918.500000 Penalty: 5530.850098
	Iteration 11Q: 3 clusters Score -7698918 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -7698964.000000 Penalty: 5530.850098
	Iteration 12Q: 3 clusters Score -7698964 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -7699016.000000 Penalty: 5530.850098
	Iteration 13Q: 3 clusters Score -7699016 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -7699022.000000 Penalty: 5530.850098
	Iteration 14Q: 3 clusters Score -7699022 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -7699044.000000 Penalty: 5530.850098
	Iteration 15Q: 3 clusters Score -7699044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -7699041.000000 Penalty: 5530.850098
	Iteration 16Q: 3 clusters Score -7699041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -7699085.000000 Penalty: 5530.850098
	Iteration 17Q: 3 clusters Score -7699085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -7699086.500000 Penalty: 5530.850098
	Iteration 18Q: 3 clusters Score -7699086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -7699087.000000 Penalty: 5530.850098
	Iteration 19Q: 3 clusters Score -7699087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -7699097.000000 Penalty: 5530.850098
	Iteration 20F: 3 clusters Score -7699097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -7699098.000000 Penalty: 5530.850098
	Iteration 21Q: 3 clusters Score -7699098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -7699097.000000 Penalty: 5530.850098
	Iteration 22Q: 3 clusters Score -7699097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -7699090.000000 Penalty: 5530.850098
	Iteration 23Q: 3 clusters Score -7699090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -7699094.500000 Penalty: 5530.850098
	Iteration 24Q: 3 clusters Score -7699094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -7699100.000000 Penalty: 5530.850098
	Iteration 25Q: 3 clusters Score -7699100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -7699092.500000 Penalty: 5530.850098
	Iteration 26Q: 3 clusters Score -7699092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -7699093.500000 Penalty: 5530.850098
	Iteration 27Q: 3 clusters Score -7699094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -7699098.000000 Penalty: 5530.850098
	Iteration 28Q: 3 clusters Score -7699098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -7699087.500000 Penalty: 5530.850098
	Iteration 29Q: 3 clusters Score -7699088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -7699087.500000 Penalty: 5530.850098
	Iteration 30Q: 3 clusters Score -7699088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7699086.000000 Penalty: 5530.850098
	Iteration 31Q: 3 clusters Score -7699086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7699089.000000 Penalty: 5530.850098
	Iteration 32Q: 3 clusters Score -7699089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7699089.000000 Penalty: 5530.850098
	Iteration 33F: 3 clusters Score -7699089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Entering Unmasked Estep 
Score: -110660608.000000 Penalty: 78877.539062
Splitting cluster 6 changes total score from -110641760.000000 to -110660608.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -387119.562500 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -387119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -383431.031250 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -383431 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -384466.843750 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -384466.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -385009.093750 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -385009.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -385882.437500 Penalty: 4084.212646
	Iteration 3F: 3 clusters Score -385882.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -387364.437500 Penalty: 4084.212646
	Iteration 4F: 3 clusters Score -387364.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -388667.250000 Penalty: 4084.212646
	Iteration 5F: 3 clusters Score -388667.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -389150.312500 Penalty: 4084.212646
	Iteration 6F: 3 clusters Score -389150.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -389320.875000 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -389320.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -389416.968750 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -389417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -389511.156250 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -389511.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -389584.843750 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -389584.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -389637.125000 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -389637.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -389681.187500 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -389681.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -389704.468750 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -389704.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -389722.781250 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -389722.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -389742.843750 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -389742.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -389756.156250 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -389756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -389764.375000 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -389764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -389767.843750 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -389767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -389773.781250 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -389773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -389775.718750 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -389775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Mstep: Class 24 contains 1896 members 
Entering Unmasked Estep 
Score: -110661880.000000 Penalty: 82307.000000
Splitting cluster 7 changes total score from -110641760.000000 to -110661880.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (30624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Entering Unmasked Estep 
Score: -3499188.250000 Penalty: 2561.725830
	Iteration 0F: 2 clusters Score -3499188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3478181.250000 Penalty: 5123.451660
	Iteration 0F: 3 clusters Score -3478181 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3486018.250000 Penalty: 5123.451660
	Iteration 1F: 3 clusters Score -3486018 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3486707.250000 Penalty: 5123.451660
	Iteration 2F: 3 clusters Score -3486707 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3487462.250000 Penalty: 5123.451660
	Iteration 3F: 3 clusters Score -3487462 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3488369.750000 Penalty: 5123.451660
	Iteration 4F: 3 clusters Score -3488370 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3489667.750000 Penalty: 5123.451660
	Iteration 5F: 3 clusters Score -3489668 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3491271.750000 Penalty: 5123.451660
	Iteration 6F: 3 clusters Score -3491272 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3493067.500000 Penalty: 5123.451660
	Iteration 7F: 3 clusters Score -3493068 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3494632.500000 Penalty: 5123.451660
	Iteration 8F: 3 clusters Score -3494632 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3495711.500000 Penalty: 5123.451660
	Iteration 9Q: 3 clusters Score -3495712 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3496437.750000 Penalty: 5123.451660
	Iteration 10Q: 3 clusters Score -3496438 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3496837.750000 Penalty: 5123.451660
	Iteration 11Q: 3 clusters Score -3496838 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3497063.250000 Penalty: 5123.451660
	Iteration 12Q: 3 clusters Score -3497063 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3497197.000000 Penalty: 5123.451660
	Iteration 13Q: 3 clusters Score -3497197 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3497270.500000 Penalty: 5123.451660
	Iteration 14Q: 3 clusters Score -3497270 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3497324.250000 Penalty: 5123.451660
	Iteration 15Q: 3 clusters Score -3497324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3497351.000000 Penalty: 5123.451660
	Iteration 16Q: 3 clusters Score -3497351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3497359.500000 Penalty: 5123.451660
	Iteration 17Q: 3 clusters Score -3497360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3497373.750000 Penalty: 5123.451660
	Iteration 18Q: 3 clusters Score -3497374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3497390.000000 Penalty: 5123.451660
	Iteration 19Q: 3 clusters Score -3497390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3497399.250000 Penalty: 5123.451660
	Iteration 20F: 3 clusters Score -3497399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3497404.500000 Penalty: 5123.451660
	Iteration 21Q: 3 clusters Score -3497404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3497418.250000 Penalty: 5123.451660
	Iteration 22Q: 3 clusters Score -3497418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3497425.250000 Penalty: 5123.451660
	Iteration 23Q: 3 clusters Score -3497425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3497435.500000 Penalty: 5123.451660
	Iteration 24Q: 3 clusters Score -3497436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3497446.250000 Penalty: 5123.451660
	Iteration 25Q: 3 clusters Score -3497446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3497450.750000 Penalty: 5123.451660
	Iteration 26Q: 3 clusters Score -3497451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3497450.500000 Penalty: 5123.451660
	Iteration 27Q: 3 clusters Score -3497450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3497449.000000 Penalty: 5123.451660
	Iteration 28Q: 3 clusters Score -3497449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3497454.750000 Penalty: 5123.451660
	Iteration 29Q: 3 clusters Score -3497455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3497454.500000 Penalty: 5123.451660
	Iteration 30Q: 3 clusters Score -3497454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3497462.000000 Penalty: 5123.451660
	Iteration 31Q: 3 clusters Score -3497462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3497461.500000 Penalty: 5123.451660
	Iteration 32Q: 3 clusters Score -3497462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3497464.750000 Penalty: 5123.451660
	Iteration 33Q: 3 clusters Score -3497465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3497465.750000 Penalty: 5123.451660
	Iteration 34Q: 3 clusters Score -3497466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3497463.750000 Penalty: 5123.451660
	Iteration 35Q: 3 clusters Score -3497464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3497463.000000 Penalty: 5123.451660
	Iteration 36Q: 3 clusters Score -3497463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3497465.500000 Penalty: 5123.451660
	Iteration 37Q: 3 clusters Score -3497466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3497463.500000 Penalty: 5123.451660
	Iteration 38Q: 3 clusters Score -3497464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3497467.750000 Penalty: 5123.451660
	Iteration 39Q: 3 clusters Score -3497468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3497469.000000 Penalty: 5123.451660
	Iteration 40F: 3 clusters Score -3497469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3497469.250000 Penalty: 5123.451660
	Iteration 41Q: 3 clusters Score -3497469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3497469.250000 Penalty: 5123.451660
	Iteration 42Q: 3 clusters Score -3497469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3497470.250000 Penalty: 5123.451660
	Iteration 43Q: 3 clusters Score -3497470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3497469.250000 Penalty: 5123.451660
	Iteration 44Q: 3 clusters Score -3497469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3497469.250000 Penalty: 5123.451660
	Iteration 45Q: 3 clusters Score -3497469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3497467.000000 Penalty: 5123.451660
	Iteration 46Q: 3 clusters Score -3497467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3497468.500000 Penalty: 5123.451660
	Iteration 47Q: 3 clusters Score -3497468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3497470.250000 Penalty: 5123.451660
	Iteration 48Q: 3 clusters Score -3497470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3497470.250000 Penalty: 5123.451660
	Iteration 49F: 3 clusters Score -3497470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Entering Unmasked Estep 
Score: -3926822.500000 Penalty: 2615.896484
	Iteration 0F: 2 clusters Score -3926822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3900892.500000 Penalty: 5231.792969
	Iteration 0F: 3 clusters Score -3900892 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3910888.500000 Penalty: 5231.792969
	Iteration 1F: 3 clusters Score -3910888 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3911839.750000 Penalty: 5231.792969
	Iteration 2F: 3 clusters Score -3911840 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3912979.000000 Penalty: 5231.792969
	Iteration 3F: 3 clusters Score -3912979 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3914227.250000 Penalty: 5231.792969
	Iteration 4F: 3 clusters Score -3914227 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3915618.250000 Penalty: 5231.792969
	Iteration 5F: 3 clusters Score -3915618 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3917142.000000 Penalty: 5231.792969
	Iteration 6F: 3 clusters Score -3917142 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3918667.250000 Penalty: 5231.792969
	Iteration 7F: 3 clusters Score -3918667 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3920008.750000 Penalty: 5231.792969
	Iteration 8F: 3 clusters Score -3920009 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3921182.000000 Penalty: 5231.792969
	Iteration 9Q: 3 clusters Score -3921182 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3922263.250000 Penalty: 5231.792969
	Iteration 10Q: 3 clusters Score -3922263 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3923191.000000 Penalty: 5231.792969
	Iteration 11Q: 3 clusters Score -3923191 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -3924027.500000 Penalty: 5231.792969
	Iteration 12Q: 3 clusters Score -3924028 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -3924669.000000 Penalty: 5231.792969
	Iteration 13Q: 3 clusters Score -3924669 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3925109.500000 Penalty: 5231.792969
	Iteration 14Q: 3 clusters Score -3925110 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3925401.500000 Penalty: 5231.792969
	Iteration 15Q: 3 clusters Score -3925402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -3925581.500000 Penalty: 5231.792969
	Iteration 16Q: 3 clusters Score -3925582 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -3925664.500000 Penalty: 5231.792969
	Iteration 17Q: 3 clusters Score -3925664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3925701.750000 Penalty: 5231.792969
	Iteration 18Q: 3 clusters Score -3925702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3925731.250000 Penalty: 5231.792969
	Iteration 19Q: 3 clusters Score -3925731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -3925749.500000 Penalty: 5231.792969
	Iteration 20F: 3 clusters Score -3925750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -3925756.750000 Penalty: 5231.792969
	Iteration 21Q: 3 clusters Score -3925757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -3925761.750000 Penalty: 5231.792969
	Iteration 22Q: 3 clusters Score -3925762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -3925772.000000 Penalty: 5231.792969
	Iteration 23Q: 3 clusters Score -3925772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -3925792.500000 Penalty: 5231.792969
	Iteration 24Q: 3 clusters Score -3925792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -3925807.500000 Penalty: 5231.792969
	Iteration 25Q: 3 clusters Score -3925808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3925821.750000 Penalty: 5231.792969
	Iteration 26Q: 3 clusters Score -3925822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -3925821.750000 Penalty: 5231.792969
	Iteration 27Q: 3 clusters Score -3925822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -3925832.750000 Penalty: 5231.792969
	Iteration 28Q: 3 clusters Score -3925833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3925848.750000 Penalty: 5231.792969
	Iteration 29Q: 3 clusters Score -3925849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3925851.000000 Penalty: 5231.792969
	Iteration 30Q: 3 clusters Score -3925851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3925857.500000 Penalty: 5231.792969
	Iteration 31Q: 3 clusters Score -3925858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3925858.250000 Penalty: 5231.792969
	Iteration 32Q: 3 clusters Score -3925858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -3925860.250000 Penalty: 5231.792969
	Iteration 33Q: 3 clusters Score -3925860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -3925860.250000 Penalty: 5231.792969
	Iteration 34Q: 3 clusters Score -3925860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -3925860.000000 Penalty: 5231.792969
	Iteration 35Q: 3 clusters Score -3925860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3925865.750000 Penalty: 5231.792969
	Iteration 36Q: 3 clusters Score -3925866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -3925871.500000 Penalty: 5231.792969
	Iteration 37Q: 3 clusters Score -3925872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -3925872.250000 Penalty: 5231.792969
	Iteration 38Q: 3 clusters Score -3925872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -3925872.000000 Penalty: 5231.792969
	Iteration 39Q: 3 clusters Score -3925872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3925869.000000 Penalty: 5231.792969
	Iteration 40F: 3 clusters Score -3925869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -3925868.750000 Penalty: 5231.792969
	Iteration 41Q: 3 clusters Score -3925869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3925873.750000 Penalty: 5231.792969
	Iteration 42Q: 3 clusters Score -3925874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3925875.500000 Penalty: 5231.792969
	Iteration 43Q: 3 clusters Score -3925876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -3925871.250000 Penalty: 5231.792969
	Iteration 44Q: 3 clusters Score -3925871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -3925871.250000 Penalty: 5231.792969
	Iteration 45F: 3 clusters Score -3925871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Entering Unmasked Estep 
Score: -5769103.000000 Penalty: 2695.437988
	Iteration 0F: 2 clusters Score -5769103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5733996.000000 Penalty: 5390.875977
	Iteration 0F: 3 clusters Score -5733996 nChanged 24208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5748058.000000 Penalty: 5390.875977
	Iteration 1F: 3 clusters Score -5748058 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5749606.000000 Penalty: 5390.875977
	Iteration 2F: 3 clusters Score -5749606 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5751866.000000 Penalty: 5390.875977
	Iteration 3F: 3 clusters Score -5751866 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5754673.000000 Penalty: 5390.875977
	Iteration 4F: 3 clusters Score -5754673 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -5757622.500000 Penalty: 5390.875977
	Iteration 5F: 3 clusters Score -5757622 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5760552.500000 Penalty: 5390.875977
	Iteration 6F: 3 clusters Score -5760552 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5762951.000000 Penalty: 5390.875977
	Iteration 7F: 3 clusters Score -5762951 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -5764642.000000 Penalty: 5390.875977
	Iteration 8Q: 3 clusters Score -5764642 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -5765894.500000 Penalty: 5390.875977
	Iteration 9Q: 3 clusters Score -5765894 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5766643.000000 Penalty: 5390.875977
	Iteration 10Q: 3 clusters Score -5766643 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -5767139.000000 Penalty: 5390.875977
	Iteration 11Q: 3 clusters Score -5767139 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -5767558.500000 Penalty: 5390.875977
	Iteration 12Q: 3 clusters Score -5767558 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5767916.500000 Penalty: 5390.875977
	Iteration 13Q: 3 clusters Score -5767916 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5768212.500000 Penalty: 5390.875977
	Iteration 14Q: 3 clusters Score -5768212 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5768424.500000 Penalty: 5390.875977
	Iteration 15Q: 3 clusters Score -5768424 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -5768556.500000 Penalty: 5390.875977
	Iteration 16Q: 3 clusters Score -5768556 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -5768683.000000 Penalty: 5390.875977
	Iteration 17Q: 3 clusters Score -5768683 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -5768787.500000 Penalty: 5390.875977
	Iteration 18Q: 3 clusters Score -5768788 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5768841.000000 Penalty: 5390.875977
	Iteration 19Q: 3 clusters Score -5768841 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -5768879.000000 Penalty: 5390.875977
	Iteration 20F: 3 clusters Score -5768879 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5768926.500000 Penalty: 5390.875977
	Iteration 21Q: 3 clusters Score -5768926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5768928.000000 Penalty: 5390.875977
	Iteration 22Q: 3 clusters Score -5768928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -5768946.500000 Penalty: 5390.875977
	Iteration 23Q: 3 clusters Score -5768946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5768963.000000 Penalty: 5390.875977
	Iteration 24Q: 3 clusters Score -5768963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -5768972.500000 Penalty: 5390.875977
	Iteration 25Q: 3 clusters Score -5768972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5768987.500000 Penalty: 5390.875977
	Iteration 26Q: 3 clusters Score -5768988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -5768997.000000 Penalty: 5390.875977
	Iteration 27Q: 3 clusters Score -5768997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5769011.000000 Penalty: 5390.875977
	Iteration 28Q: 3 clusters Score -5769011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5769022.500000 Penalty: 5390.875977
	Iteration 29Q: 3 clusters Score -5769022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5769036.000000 Penalty: 5390.875977
	Iteration 30Q: 3 clusters Score -5769036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5769029.000000 Penalty: 5390.875977
	Iteration 31Q: 3 clusters Score -5769029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5769016.500000 Penalty: 5390.875977
	Iteration 32Q: 3 clusters Score -5769016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5769019.000000 Penalty: 5390.875977
	Iteration 33Q: 3 clusters Score -5769019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5769024.000000 Penalty: 5390.875977
	Iteration 34Q: 3 clusters Score -5769024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5769022.500000 Penalty: 5390.875977
	Iteration 35Q: 3 clusters Score -5769022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5769025.000000 Penalty: 5390.875977
	Iteration 36Q: 3 clusters Score -5769025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5769026.500000 Penalty: 5390.875977
	Iteration 37Q: 3 clusters Score -5769026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5769026.000000 Penalty: 5390.875977
	Iteration 38Q: 3 clusters Score -5769026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5769029.000000 Penalty: 5390.875977
	Iteration 39Q: 3 clusters Score -5769029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5769024.000000 Penalty: 5390.875977
	Iteration 40F: 3 clusters Score -5769024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5769024.000000 Penalty: 5390.875977
	Iteration 41Q: 3 clusters Score -5769024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -5769027.000000 Penalty: 5390.875977
	Iteration 42Q: 3 clusters Score -5769027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5769017.000000 Penalty: 5390.875977
	Iteration 43Q: 3 clusters Score -5769017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5769021.500000 Penalty: 5390.875977
	Iteration 44Q: 3 clusters Score -5769022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -5769018.000000 Penalty: 5390.875977
	Iteration 45Q: 3 clusters Score -5769018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -5769018.000000 Penalty: 5390.875977
	Iteration 46F: 3 clusters Score -5769018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Entering Unmasked Estep 
Score: -2660576.250000 Penalty: 2506.029541
	Iteration 0F: 2 clusters Score -2660576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2643623.250000 Penalty: 5012.059082
	Iteration 0F: 3 clusters Score -2643623 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2651042.500000 Penalty: 5012.059082
	Iteration 1F: 3 clusters Score -2651042 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2655326.750000 Penalty: 5012.059082
	Iteration 2F: 3 clusters Score -2655327 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2660302.500000 Penalty: 5012.059082
	Iteration 3F: 3 clusters Score -2660302 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2664439.000000 Penalty: 5012.059082
	Iteration 4F: 3 clusters Score -2664439 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2666930.500000 Penalty: 5012.059082
	Iteration 5F: 3 clusters Score -2666930 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2668356.000000 Penalty: 5012.059082
	Iteration 6F: 3 clusters Score -2668356 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2669226.250000 Penalty: 5012.059082
	Iteration 7Q: 3 clusters Score -2669226 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2669847.250000 Penalty: 5012.059082
	Iteration 8Q: 3 clusters Score -2669847 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2670333.500000 Penalty: 5012.059082
	Iteration 9Q: 3 clusters Score -2670334 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2670691.250000 Penalty: 5012.059082
	Iteration 10Q: 3 clusters Score -2670691 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2670930.500000 Penalty: 5012.059082
	Iteration 11Q: 3 clusters Score -2670930 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2671143.500000 Penalty: 5012.059082
	Iteration 12Q: 3 clusters Score -2671144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2671364.750000 Penalty: 5012.059082
	Iteration 13Q: 3 clusters Score -2671365 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2671577.500000 Penalty: 5012.059082
	Iteration 14Q: 3 clusters Score -2671578 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2671771.750000 Penalty: 5012.059082
	Iteration 15Q: 3 clusters Score -2671772 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2671904.000000 Penalty: 5012.059082
	Iteration 16Q: 3 clusters Score -2671904 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2671996.500000 Penalty: 5012.059082
	Iteration 17Q: 3 clusters Score -2671996 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2672041.000000 Penalty: 5012.059082
	Iteration 18Q: 3 clusters Score -2672041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2672064.250000 Penalty: 5012.059082
	Iteration 19Q: 3 clusters Score -2672064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2672074.250000 Penalty: 5012.059082
	Iteration 20F: 3 clusters Score -2672074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2672073.000000 Penalty: 5012.059082
	Iteration 21Q: 3 clusters Score -2672073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2672086.250000 Penalty: 5012.059082
	Iteration 22Q: 3 clusters Score -2672086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2672086.000000 Penalty: 5012.059082
	Iteration 23Q: 3 clusters Score -2672086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2672091.750000 Penalty: 5012.059082
	Iteration 24Q: 3 clusters Score -2672092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2672090.750000 Penalty: 5012.059082
	Iteration 25Q: 3 clusters Score -2672091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2672088.750000 Penalty: 5012.059082
	Iteration 26Q: 3 clusters Score -2672089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2672091.250000 Penalty: 5012.059082
	Iteration 27Q: 3 clusters Score -2672091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2672092.000000 Penalty: 5012.059082
	Iteration 28Q: 3 clusters Score -2672092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2672094.750000 Penalty: 5012.059082
	Iteration 29Q: 3 clusters Score -2672095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2672093.500000 Penalty: 5012.059082
	Iteration 30Q: 3 clusters Score -2672094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2672092.250000 Penalty: 5012.059082
	Iteration 31Q: 3 clusters Score -2672092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2672094.000000 Penalty: 5012.059082
	Iteration 32Q: 3 clusters Score -2672094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2672094.000000 Penalty: 5012.059082
	Iteration 33F: 3 clusters Score -2672094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 44287 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Mstep: Class 24 contains 1896 members 
Mstep: Class 25 contains 9722 members 
Entering Unmasked Estep 
Score: -110672584.000000 Penalty: 85736.453125
Splitting cluster 12 changes total score from -110641760.000000 to -110672584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (44287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Entering Unmasked Estep 
Score: -4849701.000000 Penalty: 2653.214600
	Iteration 0F: 2 clusters Score -4849701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4819881.500000 Penalty: 5306.429199
	Iteration 0F: 3 clusters Score -4819882 nChanged 20318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4834589.000000 Penalty: 5306.429199
	Iteration 1F: 3 clusters Score -4834589 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4851086.500000 Penalty: 5306.429199
	Iteration 2F: 3 clusters Score -4851086 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4867263.500000 Penalty: 5306.429199
	Iteration 3F: 3 clusters Score -4867264 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4874890.500000 Penalty: 5306.429199
	Iteration 4F: 3 clusters Score -4874890 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4877589.500000 Penalty: 5306.429199
	Iteration 5Q: 3 clusters Score -4877590 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4878453.000000 Penalty: 5306.429199
	Iteration 6Q: 3 clusters Score -4878453 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4878810.500000 Penalty: 5306.429199
	Iteration 7Q: 3 clusters Score -4878810 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -4879034.000000 Penalty: 5306.429199
	Iteration 8Q: 3 clusters Score -4879034 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4879172.500000 Penalty: 5306.429199
	Iteration 9Q: 3 clusters Score -4879172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4879332.000000 Penalty: 5306.429199
	Iteration 10Q: 3 clusters Score -4879332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -4879552.000000 Penalty: 5306.429199
	Iteration 11Q: 3 clusters Score -4879552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4880146.000000 Penalty: 5306.429199
	Iteration 12Q: 3 clusters Score -4880146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4880921.500000 Penalty: 5306.429199
	Iteration 13Q: 3 clusters Score -4880922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4881120.000000 Penalty: 5306.429199
	Iteration 14Q: 3 clusters Score -4881120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4881216.500000 Penalty: 5306.429199
	Iteration 15Q: 3 clusters Score -4881216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4881279.000000 Penalty: 5306.429199
	Iteration 16Q: 3 clusters Score -4881279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -4881323.000000 Penalty: 5306.429199
	Iteration 17Q: 3 clusters Score -4881323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4881344.000000 Penalty: 5306.429199
	Iteration 18Q: 3 clusters Score -4881344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4881375.000000 Penalty: 5306.429199
	Iteration 19Q: 3 clusters Score -4881375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -4881403.000000 Penalty: 5306.429199
	Iteration 20F: 3 clusters Score -4881403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4881428.000000 Penalty: 5306.429199
	Iteration 21Q: 3 clusters Score -4881428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4881439.000000 Penalty: 5306.429199
	Iteration 22Q: 3 clusters Score -4881439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4881456.500000 Penalty: 5306.429199
	Iteration 23Q: 3 clusters Score -4881456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4881480.500000 Penalty: 5306.429199
	Iteration 24Q: 3 clusters Score -4881480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4881508.500000 Penalty: 5306.429199
	Iteration 25Q: 3 clusters Score -4881508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4881544.000000 Penalty: 5306.429199
	Iteration 26Q: 3 clusters Score -4881544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4881574.500000 Penalty: 5306.429199
	Iteration 27Q: 3 clusters Score -4881574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4881580.000000 Penalty: 5306.429199
	Iteration 28Q: 3 clusters Score -4881580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -4881587.000000 Penalty: 5306.429199
	Iteration 29Q: 3 clusters Score -4881587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4881602.500000 Penalty: 5306.429199
	Iteration 30Q: 3 clusters Score -4881602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -4881604.000000 Penalty: 5306.429199
	Iteration 31Q: 3 clusters Score -4881604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4881600.000000 Penalty: 5306.429199
	Iteration 32Q: 3 clusters Score -4881600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4881599.000000 Penalty: 5306.429199
	Iteration 33Q: 3 clusters Score -4881599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4881602.000000 Penalty: 5306.429199
	Iteration 34Q: 3 clusters Score -4881602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4881599.500000 Penalty: 5306.429199
	Iteration 35Q: 3 clusters Score -4881600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4881601.000000 Penalty: 5306.429199
	Iteration 36Q: 3 clusters Score -4881601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -4881601.000000 Penalty: 5306.429199
	Iteration 37Q: 3 clusters Score -4881601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -4881597.000000 Penalty: 5306.429199
	Iteration 38Q: 3 clusters Score -4881597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4881602.500000 Penalty: 5306.429199
	Iteration 39Q: 3 clusters Score -4881602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4881602.500000 Penalty: 5306.429199
	Iteration 40F: 3 clusters Score -4881602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 365783 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Mstep: Class 24 contains 1896 members 
Mstep: Class 25 contains 9722 members 
Mstep: Class 26 contains 40276 members 
Entering Unmasked Estep 
Score: -110703904.000000 Penalty: 89165.914062
Splitting cluster 13 changes total score from -110641760.000000 to -110703904.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (365783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365783 members 
Entering Unmasked Estep 
Score: -41110272.000000 Penalty: 3176.829346
	Iteration 0F: 2 clusters Score -4.111027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183337 members 
Mstep: Class 2 contains 182446 members 
Entering Unmasked Estep 
Score: -40921276.000000 Penalty: 6353.658691
	Iteration 0F: 3 clusters Score -4.092128e+07 nChanged 177389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195508 members 
Mstep: Class 2 contains 170275 members 
Entering Unmasked Estep 
Score: -41029924.000000 Penalty: 6353.658691
	Iteration 1F: 3 clusters Score -4.102992e+07 nChanged 15254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204000 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -41036044.000000 Penalty: 6353.658691
	Iteration 2Q: 3 clusters Score -4.103604e+07 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217261 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -41046208.000000 Penalty: 6353.658691
	Iteration 3F: 3 clusters Score -4.104621e+07 nChanged 25994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237259 members 
Mstep: Class 2 contains 128524 members 
Entering Unmasked Estep 
Score: -41063144.000000 Penalty: 6353.658691
	Iteration 4F: 3 clusters Score -4.106314e+07 nChanged 30378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263571 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -41087992.000000 Penalty: 6353.658691
	Iteration 5F: 3 clusters Score -4.108799e+07 nChanged 30374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291951 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -41116180.000000 Penalty: 6353.658691
	Iteration 6F: 3 clusters Score -4.111618e+07 nChanged 24176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314809 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -41132456.000000 Penalty: 6353.658691
	Iteration 7F: 3 clusters Score -4.113246e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327183 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -41138132.000000 Penalty: 6353.658691
	Iteration 8Q: 3 clusters Score -4.113813e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332927 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -41138648.000000 Penalty: 6353.658691
	Iteration 9Q: 3 clusters Score -4.113865e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336399 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -41137900.000000 Penalty: 6353.658691
	Iteration 10Q: 3 clusters Score -4.11379e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338694 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -41136752.000000 Penalty: 6353.658691
	Iteration 11Q: 3 clusters Score -4.113675e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340386 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -41135848.000000 Penalty: 6353.658691
	Iteration 12Q: 3 clusters Score -4.113585e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341693 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -41135176.000000 Penalty: 6353.658691
	Iteration 13Q: 3 clusters Score -4.113518e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342664 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -41134644.000000 Penalty: 6353.658691
	Iteration 14Q: 3 clusters Score -4.113464e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343400 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -41134188.000000 Penalty: 6353.658691
	Iteration 15Q: 3 clusters Score -4.113419e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343961 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -41133868.000000 Penalty: 6353.658691
	Iteration 16Q: 3 clusters Score -4.113387e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344395 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -41133548.000000 Penalty: 6353.658691
	Iteration 17Q: 3 clusters Score -4.113355e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344736 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -41133404.000000 Penalty: 6353.658691
	Iteration 18Q: 3 clusters Score -4.11334e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345030 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -41133288.000000 Penalty: 6353.658691
	Iteration 19Q: 3 clusters Score -4.113329e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345262 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -41133116.000000 Penalty: 6353.658691
	Iteration 20F: 3 clusters Score -4.113312e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345444 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -41132972.000000 Penalty: 6353.658691
	Iteration 21Q: 3 clusters Score -4.113297e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345594 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -41132800.000000 Penalty: 6353.658691
	Iteration 22Q: 3 clusters Score -4.11328e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345705 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -41132684.000000 Penalty: 6353.658691
	Iteration 23Q: 3 clusters Score -4.113268e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345809 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -41132660.000000 Penalty: 6353.658691
	Iteration 24Q: 3 clusters Score -4.113266e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345902 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -41132588.000000 Penalty: 6353.658691
	Iteration 25Q: 3 clusters Score -4.113259e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345981 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -41132500.000000 Penalty: 6353.658691
	Iteration 26Q: 3 clusters Score -4.11325e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346038 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -41132472.000000 Penalty: 6353.658691
	Iteration 27Q: 3 clusters Score -4.113247e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346074 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -41132448.000000 Penalty: 6353.658691
	Iteration 28Q: 3 clusters Score -4.113245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346104 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -41132388.000000 Penalty: 6353.658691
	Iteration 29Q: 3 clusters Score -4.113239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346118 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -41132372.000000 Penalty: 6353.658691
	Iteration 30Q: 3 clusters Score -4.113237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346134 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -41132360.000000 Penalty: 6353.658691
	Iteration 31Q: 3 clusters Score -4.113236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346152 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -41132376.000000 Penalty: 6353.658691
	Iteration 32Q: 3 clusters Score -4.113238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346180 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -41132320.000000 Penalty: 6353.658691
	Iteration 33Q: 3 clusters Score -4.113232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346206 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -41132320.000000 Penalty: 6353.658691
	Iteration 34Q: 3 clusters Score -4.113232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346233 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -41132300.000000 Penalty: 6353.658691
	Iteration 35Q: 3 clusters Score -4.11323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346255 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -41132300.000000 Penalty: 6353.658691
	Iteration 36Q: 3 clusters Score -4.11323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346269 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -41132260.000000 Penalty: 6353.658691
	Iteration 37Q: 3 clusters Score -4.113226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346280 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -41132272.000000 Penalty: 6353.658691
	Iteration 38Q: 3 clusters Score -4.113227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346294 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -41132236.000000 Penalty: 6353.658691
	Iteration 39Q: 3 clusters Score -4.113224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346304 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -41132228.000000 Penalty: 6353.658691
	Iteration 40F: 3 clusters Score -4.113223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346314 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -41132228.000000 Penalty: 6353.658691
	Iteration 41Q: 3 clusters Score -4.113223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346323 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -41132244.000000 Penalty: 6353.658691
	Iteration 42Q: 3 clusters Score -4.113224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346330 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -41132216.000000 Penalty: 6353.658691
	Iteration 43Q: 3 clusters Score -4.113222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346339 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -41132240.000000 Penalty: 6353.658691
	Iteration 44Q: 3 clusters Score -4.113224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346347 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -41132196.000000 Penalty: 6353.658691
	Iteration 45Q: 3 clusters Score -4.11322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346357 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -41132200.000000 Penalty: 6353.658691
	Iteration 46Q: 3 clusters Score -4.11322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346368 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -41132216.000000 Penalty: 6353.658691
	Iteration 47Q: 3 clusters Score -4.113222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346374 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -41132216.000000 Penalty: 6353.658691
	Iteration 48Q: 3 clusters Score -4.113222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346383 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -41132212.000000 Penalty: 6353.658691
	Iteration 49Q: 3 clusters Score -4.113221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346389 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -41132204.000000 Penalty: 6353.658691
	Iteration 50Q: 3 clusters Score -4.11322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346395 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -41132200.000000 Penalty: 6353.658691
	Iteration 51Q: 3 clusters Score -4.11322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346400 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -41132200.000000 Penalty: 6353.658691
	Iteration 52Q: 3 clusters Score -4.11322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346412 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -41132200.000000 Penalty: 6353.658691
	Iteration 53Q: 3 clusters Score -4.11322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346420 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -41132180.000000 Penalty: 6353.658691
	Iteration 54Q: 3 clusters Score -4.113218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346429 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -41132164.000000 Penalty: 6353.658691
	Iteration 55Q: 3 clusters Score -4.113216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346434 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -41132144.000000 Penalty: 6353.658691
	Iteration 56Q: 3 clusters Score -4.113214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346433 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -41132160.000000 Penalty: 6353.658691
	Iteration 57Q: 3 clusters Score -4.113216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346433 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -41132160.000000 Penalty: 6353.658691
	Iteration 58Q: 3 clusters Score -4.113216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346432 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -41132172.000000 Penalty: 6353.658691
	Iteration 59Q: 3 clusters Score -4.113217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346432 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -41132168.000000 Penalty: 6353.658691
	Iteration 60F: 3 clusters Score -4.113217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346434 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -41132176.000000 Penalty: 6353.658691
	Iteration 61Q: 3 clusters Score -4.113218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346436 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -41132188.000000 Penalty: 6353.658691
	Iteration 62Q: 3 clusters Score -4.113219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346436 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -41132188.000000 Penalty: 6353.658691
	Iteration 63F: 3 clusters Score -4.113219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 346436 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Mstep: Class 24 contains 1896 members 
Mstep: Class 25 contains 9722 members 
Mstep: Class 26 contains 40276 members 
Mstep: Class 27 contains 19347 members 
Entering Unmasked Estep 
Score: -110725864.000000 Penalty: 92595.375000
Splitting cluster 14 changes total score from -110641760.000000 to -110725864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (116762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Entering Unmasked Estep 
Score: -13210890.000000 Penalty: 2893.637451
	Iteration 0F: 2 clusters Score -1.321089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -13132497.000000 Penalty: 5787.274902
	Iteration 0F: 3 clusters Score -1.31325e+07 nChanged 55659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -13164360.000000 Penalty: 5787.274902
	Iteration 1F: 3 clusters Score -1.316436e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -13165129.000000 Penalty: 5787.274902
	Iteration 2Q: 3 clusters Score -1.316513e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -13166285.000000 Penalty: 5787.274902
	Iteration 3Q: 3 clusters Score -1.316628e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -13167730.000000 Penalty: 5787.274902
	Iteration 4Q: 3 clusters Score -1.316773e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -13169840.000000 Penalty: 5787.274902
	Iteration 5Q: 3 clusters Score -1.316984e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -13172790.000000 Penalty: 5787.274902
	Iteration 6F: 3 clusters Score -1.317279e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -13176632.000000 Penalty: 5787.274902
	Iteration 7F: 3 clusters Score -1.317663e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -13181256.000000 Penalty: 5787.274902
	Iteration 8F: 3 clusters Score -1.318126e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -13186179.000000 Penalty: 5787.274902
	Iteration 9F: 3 clusters Score -1.318618e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -13190580.000000 Penalty: 5787.274902
	Iteration 10F: 3 clusters Score -1.319058e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -13194006.000000 Penalty: 5787.274902
	Iteration 11Q: 3 clusters Score -1.319401e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -13196391.000000 Penalty: 5787.274902
	Iteration 12Q: 3 clusters Score -1.319639e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -13197902.000000 Penalty: 5787.274902
	Iteration 13Q: 3 clusters Score -1.31979e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -13199040.000000 Penalty: 5787.274902
	Iteration 14Q: 3 clusters Score -1.319904e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -13200034.000000 Penalty: 5787.274902
	Iteration 15Q: 3 clusters Score -1.320003e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 99963 members 
Entering Unmasked Estep 
Score: -13201007.000000 Penalty: 5787.274902
	Iteration 16Q: 3 clusters Score -1.320101e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -13201868.000000 Penalty: 5787.274902
	Iteration 17Q: 3 clusters Score -1.320187e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -13202610.000000 Penalty: 5787.274902
	Iteration 18Q: 3 clusters Score -1.320261e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -13203286.000000 Penalty: 5787.274902
	Iteration 19Q: 3 clusters Score -1.320329e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -13203916.000000 Penalty: 5787.274902
	Iteration 20F: 3 clusters Score -1.320392e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -13204586.000000 Penalty: 5787.274902
	Iteration 21Q: 3 clusters Score -1.320459e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -13205073.000000 Penalty: 5787.274902
	Iteration 22Q: 3 clusters Score -1.320507e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 109927 members 
Entering Unmasked Estep 
Score: -13205509.000000 Penalty: 5787.274902
	Iteration 23Q: 3 clusters Score -1.320551e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -13205987.000000 Penalty: 5787.274902
	Iteration 24Q: 3 clusters Score -1.320599e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -13206329.000000 Penalty: 5787.274902
	Iteration 25Q: 3 clusters Score -1.320633e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -13206546.000000 Penalty: 5787.274902
	Iteration 26Q: 3 clusters Score -1.320655e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -13206829.000000 Penalty: 5787.274902
	Iteration 27Q: 3 clusters Score -1.320683e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -13207103.000000 Penalty: 5787.274902
	Iteration 28Q: 3 clusters Score -1.32071e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 113941 members 
Entering Unmasked Estep 
Score: -13207350.000000 Penalty: 5787.274902
	Iteration 29Q: 3 clusters Score -1.320735e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -13207562.000000 Penalty: 5787.274902
	Iteration 30Q: 3 clusters Score -1.320756e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -13207733.000000 Penalty: 5787.274902
	Iteration 31Q: 3 clusters Score -1.320773e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -13207845.000000 Penalty: 5787.274902
	Iteration 32Q: 3 clusters Score -1.320784e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -13207954.000000 Penalty: 5787.274902
	Iteration 33Q: 3 clusters Score -1.320795e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 115284 members 
Entering Unmasked Estep 
Score: -13208052.000000 Penalty: 5787.274902
	Iteration 34Q: 3 clusters Score -1.320805e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 115412 members 
Entering Unmasked Estep 
Score: -13208088.000000 Penalty: 5787.274902
	Iteration 35Q: 3 clusters Score -1.320809e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -13208145.000000 Penalty: 5787.274902
	Iteration 36Q: 3 clusters Score -1.320814e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 115624 members 
Entering Unmasked Estep 
Score: -13208183.000000 Penalty: 5787.274902
	Iteration 37Q: 3 clusters Score -1.320818e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 115712 members 
Entering Unmasked Estep 
Score: -13208248.000000 Penalty: 5787.274902
	Iteration 38Q: 3 clusters Score -1.320825e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 115774 members 
Entering Unmasked Estep 
Score: -13208294.000000 Penalty: 5787.274902
	Iteration 39Q: 3 clusters Score -1.320829e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 115837 members 
Entering Unmasked Estep 
Score: -13208321.000000 Penalty: 5787.274902
	Iteration 40F: 3 clusters Score -1.320832e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 115882 members 
Entering Unmasked Estep 
Score: -13208329.000000 Penalty: 5787.274902
	Iteration 41Q: 3 clusters Score -1.320833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -13208338.000000 Penalty: 5787.274902
	Iteration 42Q: 3 clusters Score -1.320834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 115951 members 
Entering Unmasked Estep 
Score: -13208339.000000 Penalty: 5787.274902
	Iteration 43Q: 3 clusters Score -1.320834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -13208354.000000 Penalty: 5787.274902
	Iteration 44Q: 3 clusters Score -1.320835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -13208360.000000 Penalty: 5787.274902
	Iteration 45Q: 3 clusters Score -1.320836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -13208378.000000 Penalty: 5787.274902
	Iteration 46Q: 3 clusters Score -1.320838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -13208375.000000 Penalty: 5787.274902
	Iteration 47Q: 3 clusters Score -1.320838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -13208386.000000 Penalty: 5787.274902
	Iteration 48Q: 3 clusters Score -1.320839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -13208388.000000 Penalty: 5787.274902
	Iteration 49Q: 3 clusters Score -1.320839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -13208385.000000 Penalty: 5787.274902
	Iteration 50Q: 3 clusters Score -1.320838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -13208387.000000 Penalty: 5787.274902
	Iteration 51Q: 3 clusters Score -1.320839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -13208382.000000 Penalty: 5787.274902
	Iteration 52Q: 3 clusters Score -1.320838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -13208384.000000 Penalty: 5787.274902
	Iteration 53Q: 3 clusters Score -1.320838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -13208391.000000 Penalty: 5787.274902
	Iteration 54Q: 3 clusters Score -1.320839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 116035 members 
Entering Unmasked Estep 
Score: -13208390.000000 Penalty: 5787.274902
	Iteration 55Q: 3 clusters Score -1.320839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -13208403.000000 Penalty: 5787.274902
	Iteration 56Q: 3 clusters Score -1.32084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -13208404.000000 Penalty: 5787.274902
	Iteration 57Q: 3 clusters Score -1.32084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -13208409.000000 Penalty: 5787.274902
	Iteration 58Q: 3 clusters Score -1.320841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -13208399.000000 Penalty: 5787.274902
	Iteration 59Q: 3 clusters Score -1.32084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 116053 members 
Entering Unmasked Estep 
Score: -13208403.000000 Penalty: 5787.274902
	Iteration 60F: 3 clusters Score -1.32084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -13208400.000000 Penalty: 5787.274902
	Iteration 61Q: 3 clusters Score -1.32084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -13208411.000000 Penalty: 5787.274902
	Iteration 62Q: 3 clusters Score -1.320841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -13208411.000000 Penalty: 5787.274902
	Iteration 63F: 3 clusters Score -1.320841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Entering Unmasked Estep 
Score: -6059124.500000 Penalty: 2699.197510
	Iteration 0F: 2 clusters Score -6059124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -6023202.000000 Penalty: 5398.395020
	Iteration 0F: 3 clusters Score -6023202 nChanged 24735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6037017.500000 Penalty: 5398.395020
	Iteration 1F: 3 clusters Score -6037018 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6037770.000000 Penalty: 5398.395020
	Iteration 2Q: 3 clusters Score -6037770 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -6038872.000000 Penalty: 5398.395020
	Iteration 3Q: 3 clusters Score -6038872 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6040567.000000 Penalty: 5398.395020
	Iteration 4F: 3 clusters Score -6040567 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -6042796.500000 Penalty: 5398.395020
	Iteration 5F: 3 clusters Score -6042796 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -6045576.000000 Penalty: 5398.395020
	Iteration 6F: 3 clusters Score -6045576 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -6048391.000000 Penalty: 5398.395020
	Iteration 7F: 3 clusters Score -6048391 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6050691.000000 Penalty: 5398.395020
	Iteration 8F: 3 clusters Score -6050691 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -6052229.000000 Penalty: 5398.395020
	Iteration 9F: 3 clusters Score -6052229 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -6053209.000000 Penalty: 5398.395020
	Iteration 10Q: 3 clusters Score -6053209 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -6053826.000000 Penalty: 5398.395020
	Iteration 11Q: 3 clusters Score -6053826 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -6054283.000000 Penalty: 5398.395020
	Iteration 12Q: 3 clusters Score -6054283 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -6054622.000000 Penalty: 5398.395020
	Iteration 13Q: 3 clusters Score -6054622 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -6054919.000000 Penalty: 5398.395020
	Iteration 14Q: 3 clusters Score -6054919 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -6055247.000000 Penalty: 5398.395020
	Iteration 15Q: 3 clusters Score -6055247 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6055465.000000 Penalty: 5398.395020
	Iteration 16Q: 3 clusters Score -6055465 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6055688.000000 Penalty: 5398.395020
	Iteration 17Q: 3 clusters Score -6055688 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6055813.500000 Penalty: 5398.395020
	Iteration 18Q: 3 clusters Score -6055814 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -6055946.500000 Penalty: 5398.395020
	Iteration 19Q: 3 clusters Score -6055946 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6056083.000000 Penalty: 5398.395020
	Iteration 20F: 3 clusters Score -6056083 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -6056247.000000 Penalty: 5398.395020
	Iteration 21Q: 3 clusters Score -6056247 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -6056348.000000 Penalty: 5398.395020
	Iteration 22Q: 3 clusters Score -6056348 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -6056463.000000 Penalty: 5398.395020
	Iteration 23Q: 3 clusters Score -6056463 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -6056548.500000 Penalty: 5398.395020
	Iteration 24Q: 3 clusters Score -6056548 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6056613.500000 Penalty: 5398.395020
	Iteration 25Q: 3 clusters Score -6056614 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6056699.500000 Penalty: 5398.395020
	Iteration 26Q: 3 clusters Score -6056700 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -6056778.000000 Penalty: 5398.395020
	Iteration 27Q: 3 clusters Score -6056778 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -6056823.000000 Penalty: 5398.395020
	Iteration 28Q: 3 clusters Score -6056823 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -6056893.000000 Penalty: 5398.395020
	Iteration 29Q: 3 clusters Score -6056893 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6056933.000000 Penalty: 5398.395020
	Iteration 30Q: 3 clusters Score -6056933 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6056986.000000 Penalty: 5398.395020
	Iteration 31Q: 3 clusters Score -6056986 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -6057003.000000 Penalty: 5398.395020
	Iteration 32Q: 3 clusters Score -6057003 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6057031.500000 Penalty: 5398.395020
	Iteration 33Q: 3 clusters Score -6057032 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6057072.000000 Penalty: 5398.395020
	Iteration 34Q: 3 clusters Score -6057072 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -6057084.500000 Penalty: 5398.395020
	Iteration 35Q: 3 clusters Score -6057084 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -6057101.000000 Penalty: 5398.395020
	Iteration 36Q: 3 clusters Score -6057101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -6057106.000000 Penalty: 5398.395020
	Iteration 37Q: 3 clusters Score -6057106 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -6057100.500000 Penalty: 5398.395020
	Iteration 38Q: 3 clusters Score -6057100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -6057097.500000 Penalty: 5398.395020
	Iteration 39Q: 3 clusters Score -6057098 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -6057093.500000 Penalty: 5398.395020
	Iteration 40F: 3 clusters Score -6057094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -6057115.000000 Penalty: 5398.395020
	Iteration 41Q: 3 clusters Score -6057115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -6057106.500000 Penalty: 5398.395020
	Iteration 42Q: 3 clusters Score -6057106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -6057133.000000 Penalty: 5398.395020
	Iteration 43Q: 3 clusters Score -6057133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6057144.500000 Penalty: 5398.395020
	Iteration 44Q: 3 clusters Score -6057144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -6057147.500000 Penalty: 5398.395020
	Iteration 45Q: 3 clusters Score -6057148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6057158.000000 Penalty: 5398.395020
	Iteration 46Q: 3 clusters Score -6057158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6057153.500000 Penalty: 5398.395020
	Iteration 47Q: 3 clusters Score -6057154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -6057138.000000 Penalty: 5398.395020
	Iteration 48Q: 3 clusters Score -6057138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6057132.500000 Penalty: 5398.395020
	Iteration 49Q: 3 clusters Score -6057132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -6057130.000000 Penalty: 5398.395020
	Iteration 50Q: 3 clusters Score -6057130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -6057128.000000 Penalty: 5398.395020
	Iteration 51Q: 3 clusters Score -6057128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -6057137.000000 Penalty: 5398.395020
	Iteration 52Q: 3 clusters Score -6057137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -6057137.000000 Penalty: 5398.395020
	Iteration 53Q: 3 clusters Score -6057137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -6057140.000000 Penalty: 5398.395020
	Iteration 54Q: 3 clusters Score -6057140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6057144.500000 Penalty: 5398.395020
	Iteration 55Q: 3 clusters Score -6057144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -6057153.500000 Penalty: 5398.395020
	Iteration 56Q: 3 clusters Score -6057154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -6057150.500000 Penalty: 5398.395020
	Iteration 57Q: 3 clusters Score -6057150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -6057166.000000 Penalty: 5398.395020
	Iteration 58Q: 3 clusters Score -6057166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -6057163.000000 Penalty: 5398.395020
	Iteration 59Q: 3 clusters Score -6057163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -6057162.500000 Penalty: 5398.395020
	Iteration 60F: 3 clusters Score -6057162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -6057164.500000 Penalty: 5398.395020
	Iteration 61Q: 3 clusters Score -6057164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -6057167.500000 Penalty: 5398.395020
	Iteration 62Q: 3 clusters Score -6057168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -6057162.000000 Penalty: 5398.395020
	Iteration 63Q: 3 clusters Score -6057162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -6057162.500000 Penalty: 5398.395020
	Iteration 64Q: 3 clusters Score -6057162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -6057165.500000 Penalty: 5398.395020
	Iteration 65Q: 3 clusters Score -6057166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -6057168.000000 Penalty: 5398.395020
	Iteration 66Q: 3 clusters Score -6057168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6057162.500000 Penalty: 5398.395020
	Iteration 67Q: 3 clusters Score -6057162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -6057158.000000 Penalty: 5398.395020
	Iteration 68Q: 3 clusters Score -6057158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -6057162.000000 Penalty: 5398.395020
	Iteration 69Q: 3 clusters Score -6057162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -6057160.500000 Penalty: 5398.395020
	Iteration 70Q: 3 clusters Score -6057160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -6057161.000000 Penalty: 5398.395020
	Iteration 71Q: 3 clusters Score -6057161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -6057162.000000 Penalty: 5398.395020
	Iteration 72Q: 3 clusters Score -6057162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -6057161.000000 Penalty: 5398.395020
	Iteration 73Q: 3 clusters Score -6057161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -6057165.500000 Penalty: 5398.395020
	Iteration 74Q: 3 clusters Score -6057166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -6057166.000000 Penalty: 5398.395020
	Iteration 75Q: 3 clusters Score -6057166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -6057162.000000 Penalty: 5398.395020
	Iteration 76Q: 3 clusters Score -6057162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -6057162.000000 Penalty: 5398.395020
	Iteration 77F: 3 clusters Score -6057162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -149994.046875 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -149994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147873.390625 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -147873.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -149789.343750 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -149789.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -151164.156250 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -151164.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -151801.640625 Penalty: 3706.924072
	Iteration 3F: 3 clusters Score -151801.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -152556.500000 Penalty: 3706.924072
	Iteration 4F: 3 clusters Score -152556.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -153406.906250 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -153406.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -153881.500000 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -153881.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -154021.718750 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -154021.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -154110.234375 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -154110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -154196.937500 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -154196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -154288.859375 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -154288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -154361.234375 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -154361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -154410.531250 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -154410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -154416.171875 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -154416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -154609.187500 Penalty: 3706.924072
	Iteration 14F: 3 clusters Score -154609.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -155120.187500 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -155120.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -155369.984375 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -155370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -155369.984375 Penalty: 3706.924072
	Iteration 17F: 3 clusters Score -155370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 346436 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Mstep: Class 24 contains 1896 members 
Mstep: Class 25 contains 9722 members 
Mstep: Class 26 contains 40276 members 
Mstep: Class 27 contains 19347 members 
Mstep: Class 28 contains 1049 members 
Entering Unmasked Estep 
Score: -110729680.000000 Penalty: 96024.828125
Splitting cluster 17 changes total score from -110641760.000000 to -110729680.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -207604.093750 Penalty: 1872.824585
	Iteration 0F: 2 clusters Score -207604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -205070.468750 Penalty: 3745.649170
	Iteration 0F: 3 clusters Score -205070.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205509.078125 Penalty: 3745.649170
	Iteration 1F: 3 clusters Score -205509.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205635.781250 Penalty: 3745.649170
	Iteration 2F: 3 clusters Score -205635.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -205686.531250 Penalty: 3745.649170
	Iteration 3Q: 3 clusters Score -205686.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -205722.546875 Penalty: 3745.649170
	Iteration 4Q: 3 clusters Score -205722.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205759.406250 Penalty: 3745.649170
	Iteration 5Q: 3 clusters Score -205759.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -205796.687500 Penalty: 3745.649170
	Iteration 6Q: 3 clusters Score -205796.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -205846.578125 Penalty: 3745.649170
	Iteration 7Q: 3 clusters Score -205846.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -205894.671875 Penalty: 3745.649170
	Iteration 8Q: 3 clusters Score -205894.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -205939.921875 Penalty: 3745.649170
	Iteration 9Q: 3 clusters Score -205939.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -205978.500000 Penalty: 3745.649170
	Iteration 10Q: 3 clusters Score -205978.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206013.375000 Penalty: 3745.649170
	Iteration 11Q: 3 clusters Score -206013.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -206051.078125 Penalty: 3745.649170
	Iteration 12Q: 3 clusters Score -206051.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -206090.890625 Penalty: 3745.649170
	Iteration 13Q: 3 clusters Score -206090.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -206126.531250 Penalty: 3745.649170
	Iteration 14Q: 3 clusters Score -206126.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -206154.781250 Penalty: 3745.649170
	Iteration 15Q: 3 clusters Score -206154.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -206185.453125 Penalty: 3745.649170
	Iteration 16Q: 3 clusters Score -206185.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206215.546875 Penalty: 3745.649170
	Iteration 17Q: 3 clusters Score -206215.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -206245.375000 Penalty: 3745.649170
	Iteration 18Q: 3 clusters Score -206245.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -206267.765625 Penalty: 3745.649170
	Iteration 19Q: 3 clusters Score -206267.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -206289.500000 Penalty: 3745.649170
	Iteration 20F: 3 clusters Score -206289.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -206309.171875 Penalty: 3745.649170
	Iteration 21Q: 3 clusters Score -206309.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -206335.734375 Penalty: 3745.649170
	Iteration 22Q: 3 clusters Score -206335.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -206373.281250 Penalty: 3745.649170
	Iteration 23Q: 3 clusters Score -206373.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -206404.515625 Penalty: 3745.649170
	Iteration 24Q: 3 clusters Score -206404.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -206433.531250 Penalty: 3745.649170
	Iteration 25Q: 3 clusters Score -206433.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -206470.796875 Penalty: 3745.649170
	Iteration 26Q: 3 clusters Score -206470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -206515.375000 Penalty: 3745.649170
	Iteration 27Q: 3 clusters Score -206515.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -206584.406250 Penalty: 3745.649170
	Iteration 28Q: 3 clusters Score -206584.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -206646.671875 Penalty: 3745.649170
	Iteration 29Q: 3 clusters Score -206646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -206705.437500 Penalty: 3745.649170
	Iteration 30Q: 3 clusters Score -206705.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -206745.296875 Penalty: 3745.649170
	Iteration 31Q: 3 clusters Score -206745.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206764.546875 Penalty: 3745.649170
	Iteration 32Q: 3 clusters Score -206764.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -206779.640625 Penalty: 3745.649170
	Iteration 33Q: 3 clusters Score -206779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -206794.765625 Penalty: 3745.649170
	Iteration 34Q: 3 clusters Score -206794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -206800.296875 Penalty: 3745.649170
	Iteration 35Q: 3 clusters Score -206800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -206807.906250 Penalty: 3745.649170
	Iteration 36Q: 3 clusters Score -206807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -206812.875000 Penalty: 3745.649170
	Iteration 37Q: 3 clusters Score -206812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -206815.843750 Penalty: 3745.649170
	Iteration 38Q: 3 clusters Score -206815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -206816.406250 Penalty: 3745.649170
	Iteration 39Q: 3 clusters Score -206816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -206819.140625 Penalty: 3745.649170
	Iteration 40F: 3 clusters Score -206819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -206821.312500 Penalty: 3745.649170
	Iteration 41Q: 3 clusters Score -206821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -206822.296875 Penalty: 3745.649170
	Iteration 42Q: 3 clusters Score -206822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -206823.312500 Penalty: 3745.649170
	Iteration 43Q: 3 clusters Score -206823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -206823.312500 Penalty: 3745.649170
	Iteration 44F: 3 clusters Score -206823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Entering Unmasked Estep 
Score: -889475.062500 Penalty: 2256.625732
	Iteration 0F: 2 clusters Score -889475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -882464.937500 Penalty: 4513.251465
	Iteration 0F: 3 clusters Score -882464.9 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -884961.250000 Penalty: 4513.251465
	Iteration 1F: 3 clusters Score -884961.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -886004.875000 Penalty: 4513.251465
	Iteration 2F: 3 clusters Score -886004.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -887154.937500 Penalty: 4513.251465
	Iteration 3F: 3 clusters Score -887154.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -887960.687500 Penalty: 4513.251465
	Iteration 4F: 3 clusters Score -887960.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -888452.562500 Penalty: 4513.251465
	Iteration 5F: 3 clusters Score -888452.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -888767.937500 Penalty: 4513.251465
	Iteration 6Q: 3 clusters Score -888767.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -889004.562500 Penalty: 4513.251465
	Iteration 7Q: 3 clusters Score -889004.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -889246.437500 Penalty: 4513.251465
	Iteration 8Q: 3 clusters Score -889246.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -889467.625000 Penalty: 4513.251465
	Iteration 9Q: 3 clusters Score -889467.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -889659.937500 Penalty: 4513.251465
	Iteration 10Q: 3 clusters Score -889659.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -889804.437500 Penalty: 4513.251465
	Iteration 11Q: 3 clusters Score -889804.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -889913.437500 Penalty: 4513.251465
	Iteration 12Q: 3 clusters Score -889913.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -890012.875000 Penalty: 4513.251465
	Iteration 13Q: 3 clusters Score -890012.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -890110.187500 Penalty: 4513.251465
	Iteration 14Q: 3 clusters Score -890110.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -890205.750000 Penalty: 4513.251465
	Iteration 15Q: 3 clusters Score -890205.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -890282.250000 Penalty: 4513.251465
	Iteration 16Q: 3 clusters Score -890282.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -890346.937500 Penalty: 4513.251465
	Iteration 17Q: 3 clusters Score -890346.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -890400.500000 Penalty: 4513.251465
	Iteration 18Q: 3 clusters Score -890400.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -890453.875000 Penalty: 4513.251465
	Iteration 19Q: 3 clusters Score -890453.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -890536.187500 Penalty: 4513.251465
	Iteration 20F: 3 clusters Score -890536.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -890616.562500 Penalty: 4513.251465
	Iteration 21Q: 3 clusters Score -890616.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -890687.125000 Penalty: 4513.251465
	Iteration 22Q: 3 clusters Score -890687.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -890735.875000 Penalty: 4513.251465
	Iteration 23Q: 3 clusters Score -890735.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -890780.812500 Penalty: 4513.251465
	Iteration 24Q: 3 clusters Score -890780.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -890808.250000 Penalty: 4513.251465
	Iteration 25Q: 3 clusters Score -890808.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -890841.125000 Penalty: 4513.251465
	Iteration 26Q: 3 clusters Score -890841.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -890869.312500 Penalty: 4513.251465
	Iteration 27Q: 3 clusters Score -890869.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -890891.375000 Penalty: 4513.251465
	Iteration 28Q: 3 clusters Score -890891.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -890914.250000 Penalty: 4513.251465
	Iteration 29Q: 3 clusters Score -890914.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -890939.500000 Penalty: 4513.251465
	Iteration 30Q: 3 clusters Score -890939.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -890960.875000 Penalty: 4513.251465
	Iteration 31Q: 3 clusters Score -890960.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -890988.625000 Penalty: 4513.251465
	Iteration 32Q: 3 clusters Score -890988.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -891008.250000 Penalty: 4513.251465
	Iteration 33Q: 3 clusters Score -891008.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -891026.125000 Penalty: 4513.251465
	Iteration 34Q: 3 clusters Score -891026.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -891041.937500 Penalty: 4513.251465
	Iteration 35Q: 3 clusters Score -891041.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -891048.437500 Penalty: 4513.251465
	Iteration 36Q: 3 clusters Score -891048.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -891057.750000 Penalty: 4513.251465
	Iteration 37Q: 3 clusters Score -891057.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -891064.375000 Penalty: 4513.251465
	Iteration 38Q: 3 clusters Score -891064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -891066.000000 Penalty: 4513.251465
	Iteration 39Q: 3 clusters Score -891066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -891086.937500 Penalty: 4513.251465
	Iteration 40F: 3 clusters Score -891086.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -891097.937500 Penalty: 4513.251465
	Iteration 41Q: 3 clusters Score -891097.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -891102.062500 Penalty: 4513.251465
	Iteration 42Q: 3 clusters Score -891102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -891102.687500 Penalty: 4513.251465
	Iteration 43Q: 3 clusters Score -891102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -891108.375000 Penalty: 4513.251465
	Iteration 44Q: 3 clusters Score -891108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -891108.000000 Penalty: 4513.251465
	Iteration 45Q: 3 clusters Score -891108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -891105.812500 Penalty: 4513.251465
	Iteration 46Q: 3 clusters Score -891105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -891105.812500 Penalty: 4513.251465
	Iteration 47F: 3 clusters Score -891105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 346436 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 65274 members 
Mstep: Class 24 contains 1896 members 
Mstep: Class 25 contains 9722 members 
Mstep: Class 26 contains 40276 members 
Mstep: Class 27 contains 19347 members 
Mstep: Class 28 contains 1049 members 
Mstep: Class 29 contains 4060 members 
Entering Unmasked Estep 
Score: -110730008.000000 Penalty: 99454.289062
Splitting cluster 19 changes total score from -110641760.000000 to -110730008.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -144081.984375 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -144082 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 736 members 
Entering Unmasked Estep 
Score: -141927.781250 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -141927.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -142282.765625 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -142282.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142375.578125 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -142375.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142414.640625 Penalty: 3592.072998
	Iteration 3Q: 3 clusters Score -142414.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142442.359375 Penalty: 3592.072998
	Iteration 4Q: 3 clusters Score -142442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142460.468750 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -142460.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142480.015625 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -142480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142489.046875 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -142489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142492.281250 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -142492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142494.078125 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -142494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142494.906250 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -142494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142495.437500 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -142495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142498.140625 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -142498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142499.703125 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -142499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142500.218750 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -142500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142501.812500 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -142501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142502.593750 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -142502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142503.250000 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -142503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142504.515625 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -142504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142506.484375 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -142506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142507.546875 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -142507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142508.390625 Penalty: 3592.072998
	Iteration 21Q: 3 clusters Score -142508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142510.859375 Penalty: 3592.072998
	Iteration 22Q: 3 clusters Score -142510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142511.968750 Penalty: 3592.072998
	Iteration 23Q: 3 clusters Score -142512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142512.781250 Penalty: 3592.072998
	Iteration 24Q: 3 clusters Score -142512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142512.781250 Penalty: 3592.072998
	Iteration 25F: 3 clusters Score -142512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 28694 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 52507 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 346436 members 
Mstep: Class 15 contains 116762 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110757576.000000 Penalty: 99454.289062
Iteration 39Q: 30 clusters Score -1.107576e+08 nChanged 22916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1037 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 30853 members 
Mstep: Class 3 contains 23748 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 1993 members 
Mstep: Class 8 contains 11237 members 
Mstep: Class 9 contains 30658 members 
Mstep: Class 10 contains 38738 members 
Mstep: Class 11 contains 52466 members 
Mstep: Class 12 contains 15194 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 347436 members 
Mstep: Class 15 contains 117219 members 
Mstep: Class 16 contains 53027 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 13961 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 63802 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 9318 members 
Mstep: Class 26 contains 38462 members 
Mstep: Class 27 contains 19118 members 
Mstep: Class 28 contains 1137 members 
Mstep: Class 29 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110829568.000000 Penalty: 99454.289062
Iteration 40F: 30 clusters Score -1.108296e+08 nChanged 18384
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 32518 members 
Mstep: Class 3 contains 23669 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 11136 members 
Mstep: Class 9 contains 30641 members 
Mstep: Class 10 contains 38861 members 
Mstep: Class 11 contains 51253 members 
Mstep: Class 12 contains 13926 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 345777 members 
Mstep: Class 15 contains 115863 members 
Mstep: Class 16 contains 52698 members 
Mstep: Class 17 contains 982 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 1438 members 
Mstep: Class 23 contains 64765 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 9201 members 
Mstep: Class 26 contains 39247 members 
Mstep: Class 27 contains 20957 members 
Mstep: Class 28 contains 1169 members 
Mstep: Class 29 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110854312.000000 Penalty: 99454.289062
Iteration 41Q: 30 clusters Score -1.108543e+08 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111765 members 
Mstep: Class 2 contains 33884 members 
Mstep: Class 3 contains 23597 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 30551 members 
Mstep: Class 10 contains 39080 members 
Mstep: Class 11 contains 50509 members 
Mstep: Class 12 contains 13151 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 344850 members 
Mstep: Class 15 contains 115064 members 
Mstep: Class 16 contains 52353 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 65086 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 9093 members 
Mstep: Class 26 contains 39587 members 
Mstep: Class 27 contains 22035 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 4558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110857960.000000 Penalty: 99454.289062
Iteration 42Q: 30 clusters Score -1.10858e+08 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111688 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 23504 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 11077 members 
Mstep: Class 9 contains 30434 members 
Mstep: Class 10 contains 39271 members 
Mstep: Class 11 contains 49998 members 
Mstep: Class 12 contains 12641 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 344224 members 
Mstep: Class 15 contains 114384 members 
Mstep: Class 16 contains 52066 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 1392 members 
Mstep: Class 21 contains 14406 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 65217 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 9007 members 
Mstep: Class 26 contains 39805 members 
Mstep: Class 27 contains 22846 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110860104.000000 Penalty: 99454.289062
Iteration 43Q: 30 clusters Score -1.108601e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 36123 members 
Mstep: Class 3 contains 23426 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 6747 members 
Mstep: Class 6 contains 4714 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 11063 members 
Mstep: Class 9 contains 30360 members 
Mstep: Class 10 contains 39428 members 
Mstep: Class 11 contains 49612 members 
Mstep: Class 12 contains 12246 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 343800 members 
Mstep: Class 15 contains 113792 members 
Mstep: Class 16 contains 51801 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14485 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 65238 members 
Mstep: Class 24 contains 2212 members 
Mstep: Class 25 contains 8938 members 
Mstep: Class 26 contains 39975 members 
Mstep: Class 27 contains 23439 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110861888.000000 Penalty: 99454.289062
Iteration 44Q: 30 clusters Score -1.108619e+08 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111594 members 
Mstep: Class 2 contains 36979 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 652 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 11062 members 
Mstep: Class 9 contains 30293 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 11 contains 49270 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343550 members 
Mstep: Class 15 contains 113308 members 
Mstep: Class 16 contains 51593 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 5508 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 14549 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 65164 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 8872 members 
Mstep: Class 26 contains 40102 members 
Mstep: Class 27 contains 23851 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110863056.000000 Penalty: 99454.289062
Iteration 45Q: 30 clusters Score -1.108631e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 37668 members 
Mstep: Class 3 contains 23310 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 6768 members 
Mstep: Class 6 contains 4923 members 
Mstep: Class 7 contains 2225 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 30246 members 
Mstep: Class 10 contains 39672 members 
Mstep: Class 11 contains 49002 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343430 members 
Mstep: Class 15 contains 112905 members 
Mstep: Class 16 contains 51414 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 5609 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 14598 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 65094 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 8820 members 
Mstep: Class 26 contains 40179 members 
Mstep: Class 27 contains 24047 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110863816.000000 Penalty: 99454.289062
Iteration 46Q: 30 clusters Score -1.108638e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 38274 members 
Mstep: Class 3 contains 23280 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 11069 members 
Mstep: Class 9 contains 30238 members 
Mstep: Class 10 contains 39748 members 
Mstep: Class 11 contains 48778 members 
Mstep: Class 12 contains 11913 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343346 members 
Mstep: Class 15 contains 112577 members 
Mstep: Class 16 contains 51283 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 5699 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 14637 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 65019 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 8771 members 
Mstep: Class 26 contains 40235 members 
Mstep: Class 27 contains 24064 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110864560.000000 Penalty: 99454.289062
Iteration 47Q: 30 clusters Score -1.108646e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111491 members 
Mstep: Class 2 contains 38843 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 30258 members 
Mstep: Class 10 contains 39788 members 
Mstep: Class 11 contains 48591 members 
Mstep: Class 12 contains 11966 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343220 members 
Mstep: Class 15 contains 112284 members 
Mstep: Class 16 contains 51181 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 5778 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 14661 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64960 members 
Mstep: Class 24 contains 2244 members 
Mstep: Class 25 contains 8739 members 
Mstep: Class 26 contains 40268 members 
Mstep: Class 27 contains 24005 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110864912.000000 Penalty: 99454.289062
Iteration 48Q: 30 clusters Score -1.108649e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111477 members 
Mstep: Class 2 contains 39293 members 
Mstep: Class 3 contains 23289 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 5099 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 11099 members 
Mstep: Class 9 contains 30277 members 
Mstep: Class 10 contains 39837 members 
Mstep: Class 11 contains 48439 members 
Mstep: Class 12 contains 12048 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343159 members 
Mstep: Class 15 contains 112020 members 
Mstep: Class 16 contains 51077 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 14687 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64917 members 
Mstep: Class 24 contains 2249 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 40281 members 
Mstep: Class 27 contains 23923 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865184.000000 Penalty: 99454.289062
Iteration 49Q: 30 clusters Score -1.108652e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 39658 members 
Mstep: Class 3 contains 23293 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 30297 members 
Mstep: Class 10 contains 39882 members 
Mstep: Class 11 contains 48308 members 
Mstep: Class 12 contains 12134 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343113 members 
Mstep: Class 15 contains 111774 members 
Mstep: Class 16 contains 51005 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5920 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14721 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64852 members 
Mstep: Class 24 contains 2252 members 
Mstep: Class 25 contains 8685 members 
Mstep: Class 26 contains 40280 members 
Mstep: Class 27 contains 23864 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865400.000000 Penalty: 99454.289062
Iteration 50Q: 30 clusters Score -1.108654e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 39982 members 
Mstep: Class 3 contains 23294 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 11103 members 
Mstep: Class 9 contains 30312 members 
Mstep: Class 10 contains 39933 members 
Mstep: Class 11 contains 48203 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343108 members 
Mstep: Class 15 contains 111535 members 
Mstep: Class 16 contains 50935 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64809 members 
Mstep: Class 24 contains 2256 members 
Mstep: Class 25 contains 8671 members 
Mstep: Class 26 contains 40291 members 
Mstep: Class 27 contains 23790 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865312.000000 Penalty: 99454.289062
Iteration 51Q: 30 clusters Score -1.108653e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111422 members 
Mstep: Class 2 contains 40260 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 30330 members 
Mstep: Class 10 contains 39974 members 
Mstep: Class 11 contains 48095 members 
Mstep: Class 12 contains 12228 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343122 members 
Mstep: Class 15 contains 111299 members 
Mstep: Class 16 contains 50872 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 14767 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64761 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 8653 members 
Mstep: Class 26 contains 40297 members 
Mstep: Class 27 contains 23729 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865888.000000 Penalty: 99454.289062
Iteration 52Q: 30 clusters Score -1.108659e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111399 members 
Mstep: Class 2 contains 40476 members 
Mstep: Class 3 contains 23338 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 30335 members 
Mstep: Class 10 contains 40006 members 
Mstep: Class 11 contains 48006 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343145 members 
Mstep: Class 15 contains 111103 members 
Mstep: Class 16 contains 50837 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14780 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64715 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 8628 members 
Mstep: Class 26 contains 40297 members 
Mstep: Class 27 contains 23676 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110866216.000000 Penalty: 99454.289062
Iteration 53Q: 30 clusters Score -1.108662e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 40655 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 11175 members 
Mstep: Class 9 contains 30333 members 
Mstep: Class 10 contains 40041 members 
Mstep: Class 11 contains 47913 members 
Mstep: Class 12 contains 12339 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343197 members 
Mstep: Class 15 contains 110913 members 
Mstep: Class 16 contains 50807 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 14784 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64673 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 40284 members 
Mstep: Class 27 contains 23604 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 30 clusters Score -1.108663e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111383 members 
Mstep: Class 2 contains 40824 members 
Mstep: Class 3 contains 23372 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 5293 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 11196 members 
Mstep: Class 9 contains 30347 members 
Mstep: Class 10 contains 40052 members 
Mstep: Class 11 contains 47853 members 
Mstep: Class 12 contains 12373 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343257 members 
Mstep: Class 15 contains 110733 members 
Mstep: Class 16 contains 50782 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6175 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 14790 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64642 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 8591 members 
Mstep: Class 26 contains 40273 members 
Mstep: Class 27 contains 23534 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 30 clusters Score -1.108665e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111382 members 
Mstep: Class 2 contains 40997 members 
Mstep: Class 3 contains 23393 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 30350 members 
Mstep: Class 10 contains 40061 members 
Mstep: Class 11 contains 47798 members 
Mstep: Class 12 contains 12411 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343291 members 
Mstep: Class 15 contains 110574 members 
Mstep: Class 16 contains 50769 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14796 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64614 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 8569 members 
Mstep: Class 26 contains 40264 members 
Mstep: Class 27 contains 23466 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 30 clusters Score -1.108664e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111379 members 
Mstep: Class 2 contains 41134 members 
Mstep: Class 3 contains 23420 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 11211 members 
Mstep: Class 9 contains 30364 members 
Mstep: Class 10 contains 40075 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343279 members 
Mstep: Class 15 contains 110446 members 
Mstep: Class 16 contains 50749 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14806 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64595 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 8556 members 
Mstep: Class 26 contains 40265 members 
Mstep: Class 27 contains 23412 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4568 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -1.108666e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111373 members 
Mstep: Class 2 contains 41253 members 
Mstep: Class 3 contains 23434 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6801 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 30378 members 
Mstep: Class 10 contains 40102 members 
Mstep: Class 11 contains 47699 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343277 members 
Mstep: Class 15 contains 110332 members 
Mstep: Class 16 contains 50734 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14810 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64579 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 40257 members 
Mstep: Class 27 contains 23370 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4562 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -1.108665e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 41355 members 
Mstep: Class 3 contains 23450 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 11232 members 
Mstep: Class 9 contains 30388 members 
Mstep: Class 10 contains 40119 members 
Mstep: Class 11 contains 47658 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343287 members 
Mstep: Class 15 contains 110217 members 
Mstep: Class 16 contains 50720 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6287 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14816 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64565 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 40251 members 
Mstep: Class 27 contains 23330 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4558 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 30 clusters Score -1.108666e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 41453 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 30395 members 
Mstep: Class 10 contains 40128 members 
Mstep: Class 11 contains 47617 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343307 members 
Mstep: Class 15 contains 110102 members 
Mstep: Class 16 contains 50712 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14822 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 64559 members 
Mstep: Class 24 contains 2266 members 
Mstep: Class 25 contains 8544 members 
Mstep: Class 26 contains 40247 members 
Mstep: Class 27 contains 23291 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 4561 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 30 clusters Score -1.108777e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 41539 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 30397 members 
Mstep: Class 10 contains 40132 members 
Mstep: Class 11 contains 47568 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 343347 members 
Mstep: Class 15 contains 109977 members 
Mstep: Class 16 contains 50701 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6330 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 14832 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 64540 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 40245 members 
Mstep: Class 27 contains 23425 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 4565 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -1.108856e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 41586 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 665 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 30409 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 47510 members 
Mstep: Class 12 contains 12420 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 343592 members 
Mstep: Class 15 contains 109875 members 
Mstep: Class 16 contains 50694 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 6365 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 14833 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64518 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 8518 members 
Mstep: Class 26 contains 40229 members 
Mstep: Class 27 contains 23209 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 4568 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -1.108857e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 23492 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 11262 members 
Mstep: Class 9 contains 30415 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 47465 members 
Mstep: Class 12 contains 12486 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 343799 members 
Mstep: Class 15 contains 109773 members 
Mstep: Class 16 contains 50685 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 14838 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64525 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 8506 members 
Mstep: Class 26 contains 40228 members 
Mstep: Class 27 contains 22982 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4579 members 
Entering Unmasked Estep 
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Score: -110885616.000000 Penalty: 99454.289062
Iteration 63Q: 30 clusters Score -1.108856e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 41672 members 
Mstep: Class 3 contains 23494 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 11270 members 
Mstep: Class 9 contains 30415 members 
Mstep: Class 10 contains 40099 members 
Mstep: Class 11 contains 47418 members 
Mstep: Class 12 contains 12524 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 343975 members 
Mstep: Class 15 contains 109660 members 
Mstep: Class 16 contains 50675 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6427 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14847 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64547 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8493 members 
Mstep: Class 26 contains 40224 members 
Mstep: Class 27 contains 22807 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4594 members 
Entering Unmasked Estep 
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Iteration 64Q: 30 clusters Score -1.108855e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 41724 members 
Mstep: Class 3 contains 23502 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 11269 members 
Mstep: Class 9 contains 30410 members 
Mstep: Class 10 contains 40103 members 
Mstep: Class 11 contains 47375 members 
Mstep: Class 12 contains 12562 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344130 members 
Mstep: Class 15 contains 109546 members 
Mstep: Class 16 contains 50665 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14852 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64576 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8484 members 
Mstep: Class 26 contains 40218 members 
Mstep: Class 27 contains 22641 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 30 clusters Score -1.108852e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 41775 members 
Mstep: Class 3 contains 23510 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 5494 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 30408 members 
Mstep: Class 10 contains 40110 members 
Mstep: Class 11 contains 47341 members 
Mstep: Class 12 contains 12587 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344266 members 
Mstep: Class 15 contains 109426 members 
Mstep: Class 16 contains 50655 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14856 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64604 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 40213 members 
Mstep: Class 27 contains 22511 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4611 members 
Entering Unmasked Estep 
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Iteration 66Q: 30 clusters Score -1.108854e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 41808 members 
Mstep: Class 3 contains 23517 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6813 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 11265 members 
Mstep: Class 9 contains 30409 members 
Mstep: Class 10 contains 40115 members 
Mstep: Class 11 contains 47299 members 
Mstep: Class 12 contains 12612 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344362 members 
Mstep: Class 15 contains 109340 members 
Mstep: Class 16 contains 50640 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14862 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64637 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8477 members 
Mstep: Class 26 contains 40209 members 
Mstep: Class 27 contains 22412 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4618 members 
Entering Unmasked Estep 
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Iteration 67Q: 30 clusters Score -1.108854e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 41853 members 
Mstep: Class 3 contains 23528 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11267 members 
Mstep: Class 9 contains 30405 members 
Mstep: Class 10 contains 40103 members 
Mstep: Class 11 contains 47273 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344432 members 
Mstep: Class 15 contains 109260 members 
Mstep: Class 16 contains 50624 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14865 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64678 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8478 members 
Mstep: Class 26 contains 40217 members 
Mstep: Class 27 contains 22325 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4626 members 
Entering Unmasked Estep 
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Iteration 68Q: 30 clusters Score -1.108854e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 41899 members 
Mstep: Class 3 contains 23532 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 11271 members 
Mstep: Class 9 contains 30406 members 
Mstep: Class 10 contains 40096 members 
Mstep: Class 11 contains 47255 members 
Mstep: Class 12 contains 12645 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344486 members 
Mstep: Class 15 contains 109187 members 
Mstep: Class 16 contains 50615 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14872 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64713 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 8479 members 
Mstep: Class 26 contains 40209 members 
Mstep: Class 27 contains 22248 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4629 members 
Entering Unmasked Estep 
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Iteration 69Q: 30 clusters Score -1.108854e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 41939 members 
Mstep: Class 3 contains 23537 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 11275 members 
Mstep: Class 9 contains 30399 members 
Mstep: Class 10 contains 40110 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344524 members 
Mstep: Class 15 contains 109131 members 
Mstep: Class 16 contains 50605 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14876 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64753 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 40207 members 
Mstep: Class 27 contains 22174 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4636 members 
Entering Unmasked Estep 
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Iteration 70Q: 30 clusters Score -1.108856e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 41978 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 11280 members 
Mstep: Class 9 contains 30388 members 
Mstep: Class 10 contains 40128 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344565 members 
Mstep: Class 15 contains 109077 members 
Mstep: Class 16 contains 50604 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14884 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64779 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 40200 members 
Mstep: Class 27 contains 22107 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4637 members 
Entering Unmasked Estep 
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Iteration 71Q: 30 clusters Score -1.108858e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 42002 members 
Mstep: Class 3 contains 23551 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 5513 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 11282 members 
Mstep: Class 9 contains 30380 members 
Mstep: Class 10 contains 40143 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 12681 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344610 members 
Mstep: Class 15 contains 109036 members 
Mstep: Class 16 contains 50597 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14889 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64803 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8462 members 
Mstep: Class 26 contains 40195 members 
Mstep: Class 27 contains 22047 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4638 members 
Entering Unmasked Estep 
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Iteration 72Q: 30 clusters Score -1.108858e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 42035 members 
Mstep: Class 3 contains 23560 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 11296 members 
Mstep: Class 9 contains 30365 members 
Mstep: Class 10 contains 40143 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 12690 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344672 members 
Mstep: Class 15 contains 109001 members 
Mstep: Class 16 contains 50594 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14892 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64811 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 40192 members 
Mstep: Class 27 contains 21980 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4640 members 
Entering Unmasked Estep 
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Iteration 73Q: 30 clusters Score -1.108858e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 42068 members 
Mstep: Class 3 contains 23565 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 11302 members 
Mstep: Class 9 contains 30344 members 
Mstep: Class 10 contains 40147 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 12694 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344721 members 
Mstep: Class 15 contains 108967 members 
Mstep: Class 16 contains 50594 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14894 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64834 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8451 members 
Mstep: Class 26 contains 40190 members 
Mstep: Class 27 contains 21926 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885720.000000 Penalty: 99454.289062
Iteration 74Q: 30 clusters Score -1.108857e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 42087 members 
Mstep: Class 3 contains 23573 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 30324 members 
Mstep: Class 10 contains 40148 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 12697 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344775 members 
Mstep: Class 15 contains 108930 members 
Mstep: Class 16 contains 50591 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14894 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64858 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8449 members 
Mstep: Class 26 contains 40189 members 
Mstep: Class 27 contains 21877 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885656.000000 Penalty: 99454.289062
Iteration 75Q: 30 clusters Score -1.108857e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 42102 members 
Mstep: Class 3 contains 23588 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 11332 members 
Mstep: Class 9 contains 30313 members 
Mstep: Class 10 contains 40148 members 
Mstep: Class 11 contains 47123 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344796 members 
Mstep: Class 15 contains 108892 members 
Mstep: Class 16 contains 50586 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14895 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64885 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8448 members 
Mstep: Class 26 contains 40191 members 
Mstep: Class 27 contains 21844 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885656.000000 Penalty: 99454.289062
Iteration 76Q: 30 clusters Score -1.108857e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 42109 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 11352 members 
Mstep: Class 9 contains 30304 members 
Mstep: Class 10 contains 40153 members 
Mstep: Class 11 contains 47103 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344827 members 
Mstep: Class 15 contains 108861 members 
Mstep: Class 16 contains 50584 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6585 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64909 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 40195 members 
Mstep: Class 27 contains 21807 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885592.000000 Penalty: 99454.289062
Iteration 77Q: 30 clusters Score -1.108856e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 42119 members 
Mstep: Class 3 contains 23606 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 11365 members 
Mstep: Class 9 contains 30288 members 
Mstep: Class 10 contains 40157 members 
Mstep: Class 11 contains 47087 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 344864 members 
Mstep: Class 15 contains 108831 members 
Mstep: Class 16 contains 50579 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64928 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 40200 members 
Mstep: Class 27 contains 21773 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885800.000000 Penalty: 99454.289062
Iteration 78Q: 30 clusters Score -1.108858e+08 nChanged 174
Entering ConstructFrom: 
Score: -110885800.000000 Penalty: 99454.289062
Entering ConstructFrom: 
Trying to split cluster 1 (111298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Entering Unmasked Estep 
Score: -12587028.000000 Penalty: 2881.751709
	Iteration 0F: 2 clusters Score -1.258703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -12512712.000000 Penalty: 5763.503418
	Iteration 0F: 3 clusters Score -1.251271e+07 nChanged 52768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -12542444.000000 Penalty: 5763.503418
	Iteration 1F: 3 clusters Score -1.254244e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -12543201.000000 Penalty: 5763.503418
	Iteration 2Q: 3 clusters Score -1.25432e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -12544045.000000 Penalty: 5763.503418
	Iteration 3Q: 3 clusters Score -1.254404e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -12545526.000000 Penalty: 5763.503418
	Iteration 4Q: 3 clusters Score -1.254553e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -12548252.000000 Penalty: 5763.503418
	Iteration 5F: 3 clusters Score -1.254825e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -12553440.000000 Penalty: 5763.503418
	Iteration 6F: 3 clusters Score -1.255344e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -12562169.000000 Penalty: 5763.503418
	Iteration 7F: 3 clusters Score -1.256217e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -12572680.000000 Penalty: 5763.503418
	Iteration 8F: 3 clusters Score -1.257268e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -12580228.000000 Penalty: 5763.503418
	Iteration 9F: 3 clusters Score -1.258023e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -12583172.000000 Penalty: 5763.503418
	Iteration 10Q: 3 clusters Score -1.258317e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -12584017.000000 Penalty: 5763.503418
	Iteration 11Q: 3 clusters Score -1.258402e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -12584286.000000 Penalty: 5763.503418
	Iteration 12Q: 3 clusters Score -1.258429e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -12584379.000000 Penalty: 5763.503418
	Iteration 13Q: 3 clusters Score -1.258438e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -12584441.000000 Penalty: 5763.503418
	Iteration 14Q: 3 clusters Score -1.258444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -12584499.000000 Penalty: 5763.503418
	Iteration 15Q: 3 clusters Score -1.25845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -12584513.000000 Penalty: 5763.503418
	Iteration 16Q: 3 clusters Score -1.258451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -12584534.000000 Penalty: 5763.503418
	Iteration 17Q: 3 clusters Score -1.258453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -12584545.000000 Penalty: 5763.503418
	Iteration 18Q: 3 clusters Score -1.258454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -12584564.000000 Penalty: 5763.503418
	Iteration 19Q: 3 clusters Score -1.258456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 111016 members 
Entering Unmasked Estep 
Score: -12584562.000000 Penalty: 5763.503418
	Iteration 20F: 3 clusters Score -1.258456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -12584563.000000 Penalty: 5763.503418
	Iteration 21Q: 3 clusters Score -1.258456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 111019 members 
Entering Unmasked Estep 
Score: -12584575.000000 Penalty: 5763.503418
	Iteration 22Q: 3 clusters Score -1.258458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -12584584.000000 Penalty: 5763.503418
	Iteration 23Q: 3 clusters Score -1.258458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 111023 members 
Entering Unmasked Estep 
Score: -12584587.000000 Penalty: 5763.503418
	Iteration 24Q: 3 clusters Score -1.258459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -12584588.000000 Penalty: 5763.503418
	Iteration 25Q: 3 clusters Score -1.258459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -12584596.000000 Penalty: 5763.503418
	Iteration 26Q: 3 clusters Score -1.25846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -12584589.000000 Penalty: 5763.503418
	Iteration 27Q: 3 clusters Score -1.258459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -12584587.000000 Penalty: 5763.503418
	Iteration 28Q: 3 clusters Score -1.258459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 111032 members 
Entering Unmasked Estep 
Score: -12584590.000000 Penalty: 5763.503418
	Iteration 29Q: 3 clusters Score -1.258459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -12584594.000000 Penalty: 5763.503418
	Iteration 30Q: 3 clusters Score -1.258459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -12584606.000000 Penalty: 5763.503418
	Iteration 31Q: 3 clusters Score -1.258461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -12584603.000000 Penalty: 5763.503418
	Iteration 32Q: 3 clusters Score -1.25846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -12584603.000000 Penalty: 5763.503418
	Iteration 33Q: 3 clusters Score -1.25846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -12584605.000000 Penalty: 5763.503418
	Iteration 34Q: 3 clusters Score -1.25846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -12584614.000000 Penalty: 5763.503418
	Iteration 35Q: 3 clusters Score -1.258461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -12584614.000000 Penalty: 5763.503418
	Iteration 36F: 3 clusters Score -1.258461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Entering Unmasked Estep 
Score: -4773743.500000 Penalty: 2640.790527
	Iteration 0F: 2 clusters Score -4773744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4745223.000000 Penalty: 5281.581055
	Iteration 0F: 3 clusters Score -4745223 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -4755950.000000 Penalty: 5281.581055
	Iteration 1F: 3 clusters Score -4755950 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4756633.500000 Penalty: 5281.581055
	Iteration 2Q: 3 clusters Score -4756634 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4757460.500000 Penalty: 5281.581055
	Iteration 3Q: 3 clusters Score -4757460 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4758713.500000 Penalty: 5281.581055
	Iteration 4F: 3 clusters Score -4758714 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4760797.500000 Penalty: 5281.581055
	Iteration 5F: 3 clusters Score -4760798 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4763784.500000 Penalty: 5281.581055
	Iteration 6F: 3 clusters Score -4763784 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4767031.500000 Penalty: 5281.581055
	Iteration 7F: 3 clusters Score -4767032 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4769314.000000 Penalty: 5281.581055
	Iteration 8F: 3 clusters Score -4769314 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4770735.500000 Penalty: 5281.581055
	Iteration 9Q: 3 clusters Score -4770736 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4771419.500000 Penalty: 5281.581055
	Iteration 10Q: 3 clusters Score -4771420 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4771753.500000 Penalty: 5281.581055
	Iteration 11Q: 3 clusters Score -4771754 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4771947.000000 Penalty: 5281.581055
	Iteration 12Q: 3 clusters Score -4771947 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4772084.500000 Penalty: 5281.581055
	Iteration 13Q: 3 clusters Score -4772084 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4772198.500000 Penalty: 5281.581055
	Iteration 14Q: 3 clusters Score -4772198 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4772266.500000 Penalty: 5281.581055
	Iteration 15Q: 3 clusters Score -4772266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4772291.000000 Penalty: 5281.581055
	Iteration 16Q: 3 clusters Score -4772291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4772339.000000 Penalty: 5281.581055
	Iteration 17Q: 3 clusters Score -4772339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4772365.000000 Penalty: 5281.581055
	Iteration 18Q: 3 clusters Score -4772365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -4772390.500000 Penalty: 5281.581055
	Iteration 19Q: 3 clusters Score -4772390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -4772408.500000 Penalty: 5281.581055
	Iteration 20F: 3 clusters Score -4772408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -4772412.500000 Penalty: 5281.581055
	Iteration 21Q: 3 clusters Score -4772412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -4772427.000000 Penalty: 5281.581055
	Iteration 22Q: 3 clusters Score -4772427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4772435.500000 Penalty: 5281.581055
	Iteration 23Q: 3 clusters Score -4772436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -4772430.000000 Penalty: 5281.581055
	Iteration 24Q: 3 clusters Score -4772430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4772435.000000 Penalty: 5281.581055
	Iteration 25Q: 3 clusters Score -4772435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -4772435.500000 Penalty: 5281.581055
	Iteration 26Q: 3 clusters Score -4772436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -4772464.000000 Penalty: 5281.581055
	Iteration 27Q: 3 clusters Score -4772464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4772472.500000 Penalty: 5281.581055
	Iteration 28Q: 3 clusters Score -4772472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -4772490.000000 Penalty: 5281.581055
	Iteration 29Q: 3 clusters Score -4772490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4772507.000000 Penalty: 5281.581055
	Iteration 30Q: 3 clusters Score -4772507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4772514.000000 Penalty: 5281.581055
	Iteration 31Q: 3 clusters Score -4772514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4772539.000000 Penalty: 5281.581055
	Iteration 32Q: 3 clusters Score -4772539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -4772550.500000 Penalty: 5281.581055
	Iteration 33Q: 3 clusters Score -4772550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4772555.500000 Penalty: 5281.581055
	Iteration 34Q: 3 clusters Score -4772556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4772549.500000 Penalty: 5281.581055
	Iteration 35Q: 3 clusters Score -4772550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4772552.500000 Penalty: 5281.581055
	Iteration 36Q: 3 clusters Score -4772552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4772564.500000 Penalty: 5281.581055
	Iteration 37Q: 3 clusters Score -4772564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4772574.500000 Penalty: 5281.581055
	Iteration 38Q: 3 clusters Score -4772574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -4772571.500000 Penalty: 5281.581055
	Iteration 39Q: 3 clusters Score -4772572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -4772578.000000 Penalty: 5281.581055
	Iteration 40F: 3 clusters Score -4772578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4772570.500000 Penalty: 5281.581055
	Iteration 41Q: 3 clusters Score -4772570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4772577.500000 Penalty: 5281.581055
	Iteration 42Q: 3 clusters Score -4772578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -4772583.500000 Penalty: 5281.581055
	Iteration 43Q: 3 clusters Score -4772584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -4772583.000000 Penalty: 5281.581055
	Iteration 44Q: 3 clusters Score -4772583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4772588.500000 Penalty: 5281.581055
	Iteration 45Q: 3 clusters Score -4772588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -4772583.000000 Penalty: 5281.581055
	Iteration 46Q: 3 clusters Score -4772583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -4772583.000000 Penalty: 5281.581055
	Iteration 47F: 3 clusters Score -4772583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Entering Unmasked Estep 
Score: -2721750.000000 Penalty: 2497.238525
	Iteration 0F: 2 clusters Score -2721750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2705389.000000 Penalty: 4994.477051
	Iteration 0F: 3 clusters Score -2705389 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2710921.000000 Penalty: 4994.477051
	Iteration 1F: 3 clusters Score -2710921 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2711279.250000 Penalty: 4994.477051
	Iteration 2Q: 3 clusters Score -2711279 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2711636.000000 Penalty: 4994.477051
	Iteration 3Q: 3 clusters Score -2711636 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2712020.000000 Penalty: 4994.477051
	Iteration 4Q: 3 clusters Score -2712020 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2712465.250000 Penalty: 4994.477051
	Iteration 5Q: 3 clusters Score -2712465 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2713018.750000 Penalty: 4994.477051
	Iteration 6Q: 3 clusters Score -2713019 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2713738.750000 Penalty: 4994.477051
	Iteration 7F: 3 clusters Score -2713739 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2714692.250000 Penalty: 4994.477051
	Iteration 8F: 3 clusters Score -2714692 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2715894.000000 Penalty: 4994.477051
	Iteration 9F: 3 clusters Score -2715894 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2717058.250000 Penalty: 4994.477051
	Iteration 10F: 3 clusters Score -2717058 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2718019.250000 Penalty: 4994.477051
	Iteration 11Q: 3 clusters Score -2718019 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2718675.000000 Penalty: 4994.477051
	Iteration 12Q: 3 clusters Score -2718675 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2719046.500000 Penalty: 4994.477051
	Iteration 13Q: 3 clusters Score -2719046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2719263.250000 Penalty: 4994.477051
	Iteration 14Q: 3 clusters Score -2719263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2719391.000000 Penalty: 4994.477051
	Iteration 15Q: 3 clusters Score -2719391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2719468.500000 Penalty: 4994.477051
	Iteration 16Q: 3 clusters Score -2719468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2719502.500000 Penalty: 4994.477051
	Iteration 17Q: 3 clusters Score -2719502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2719526.500000 Penalty: 4994.477051
	Iteration 18Q: 3 clusters Score -2719526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2719543.000000 Penalty: 4994.477051
	Iteration 19Q: 3 clusters Score -2719543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2719553.500000 Penalty: 4994.477051
	Iteration 20F: 3 clusters Score -2719554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2719571.000000 Penalty: 4994.477051
	Iteration 21Q: 3 clusters Score -2719571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2719588.750000 Penalty: 4994.477051
	Iteration 22Q: 3 clusters Score -2719589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2719604.500000 Penalty: 4994.477051
	Iteration 23Q: 3 clusters Score -2719604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2719620.750000 Penalty: 4994.477051
	Iteration 24Q: 3 clusters Score -2719621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2719631.250000 Penalty: 4994.477051
	Iteration 25Q: 3 clusters Score -2719631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2719634.250000 Penalty: 4994.477051
	Iteration 26Q: 3 clusters Score -2719634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2719636.000000 Penalty: 4994.477051
	Iteration 27Q: 3 clusters Score -2719636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2719638.000000 Penalty: 4994.477051
	Iteration 28Q: 3 clusters Score -2719638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2719638.000000 Penalty: 4994.477051
	Iteration 29F: 3 clusters Score -2719638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -70089.671875 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -70089.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68473.195312 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -68473.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68689.250000 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -68689.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68754.570312 Penalty: 3225.383789
	Iteration 2Q: 3 clusters Score -68754.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68816.468750 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -68816.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68955.820312 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -68955.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69112.539062 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -69112.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69223.960938 Penalty: 3225.383789
	Iteration 6F: 3 clusters Score -69223.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69275.882812 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -69275.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69336.515625 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -69336.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69384.085938 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -69384.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69415.523438 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -69415.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69448.117188 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -69448.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69454.781250 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -69454.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69461.859375 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -69461.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69474.742188 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -69474.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -69482.046875 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -69482.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69500.796875 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -69500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69511.445312 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -69511.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69512.296875 Penalty: 3225.383789
	Iteration 18F: 3 clusters Score -69512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -69549.460938 Penalty: 3225.383789
	Iteration 19Q: 3 clusters Score -69549.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -69555.835938 Penalty: 3225.383789
	Iteration 20F: 3 clusters Score -69555.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Entering Unmasked Estep 
Score: -759227.437500 Penalty: 2189.502930
	Iteration 0F: 2 clusters Score -759227.4 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 3414 members 
Entering Unmasked Estep 
Score: -753600.562500 Penalty: 4379.005859
	Iteration 0F: 3 clusters Score -753600.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -755061.562500 Penalty: 4379.005859
	Iteration 1F: 3 clusters Score -755061.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -755275.750000 Penalty: 4379.005859
	Iteration 2F: 3 clusters Score -755275.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -755400.437500 Penalty: 4379.005859
	Iteration 3Q: 3 clusters Score -755400.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -755489.562500 Penalty: 4379.005859
	Iteration 4Q: 3 clusters Score -755489.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -755546.562500 Penalty: 4379.005859
	Iteration 5Q: 3 clusters Score -755546.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -755604.250000 Penalty: 4379.005859
	Iteration 6Q: 3 clusters Score -755604.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -755667.000000 Penalty: 4379.005859
	Iteration 7Q: 3 clusters Score -755667 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -755735.375000 Penalty: 4379.005859
	Iteration 8Q: 3 clusters Score -755735.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -755799.687500 Penalty: 4379.005859
	Iteration 9Q: 3 clusters Score -755799.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -755865.750000 Penalty: 4379.005859
	Iteration 10Q: 3 clusters Score -755865.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -755935.000000 Penalty: 4379.005859
	Iteration 11Q: 3 clusters Score -755935 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -756008.500000 Penalty: 4379.005859
	Iteration 12Q: 3 clusters Score -756008.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -756109.312500 Penalty: 4379.005859
	Iteration 13Q: 3 clusters Score -756109.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -756235.125000 Penalty: 4379.005859
	Iteration 14Q: 3 clusters Score -756235.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -756369.375000 Penalty: 4379.005859
	Iteration 15Q: 3 clusters Score -756369.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -756500.937500 Penalty: 4379.005859
	Iteration 16Q: 3 clusters Score -756500.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -756618.750000 Penalty: 4379.005859
	Iteration 17Q: 3 clusters Score -756618.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -756729.875000 Penalty: 4379.005859
	Iteration 18Q: 3 clusters Score -756729.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -756838.562500 Penalty: 4379.005859
	Iteration 19Q: 3 clusters Score -756838.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -756922.000000 Penalty: 4379.005859
	Iteration 20F: 3 clusters Score -756922 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -756996.437500 Penalty: 4379.005859
	Iteration 21Q: 3 clusters Score -756996.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -757048.000000 Penalty: 4379.005859
	Iteration 22Q: 3 clusters Score -757048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -757105.437500 Penalty: 4379.005859
	Iteration 23Q: 3 clusters Score -757105.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -757152.687500 Penalty: 4379.005859
	Iteration 24Q: 3 clusters Score -757152.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -757197.437500 Penalty: 4379.005859
	Iteration 25Q: 3 clusters Score -757197.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -757234.750000 Penalty: 4379.005859
	Iteration 26Q: 3 clusters Score -757234.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -757264.750000 Penalty: 4379.005859
	Iteration 27Q: 3 clusters Score -757264.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -757286.062500 Penalty: 4379.005859
	Iteration 28Q: 3 clusters Score -757286.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -757299.562500 Penalty: 4379.005859
	Iteration 29Q: 3 clusters Score -757299.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -757309.875000 Penalty: 4379.005859
	Iteration 30Q: 3 clusters Score -757309.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -757316.812500 Penalty: 4379.005859
	Iteration 31Q: 3 clusters Score -757316.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -757328.125000 Penalty: 4379.005859
	Iteration 32Q: 3 clusters Score -757328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -757337.000000 Penalty: 4379.005859
	Iteration 33Q: 3 clusters Score -757337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -757346.062500 Penalty: 4379.005859
	Iteration 34Q: 3 clusters Score -757346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -757351.812500 Penalty: 4379.005859
	Iteration 35Q: 3 clusters Score -757351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -757357.125000 Penalty: 4379.005859
	Iteration 36Q: 3 clusters Score -757357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -757364.312500 Penalty: 4379.005859
	Iteration 37Q: 3 clusters Score -757364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -757369.312500 Penalty: 4379.005859
	Iteration 38Q: 3 clusters Score -757369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -757372.687500 Penalty: 4379.005859
	Iteration 39Q: 3 clusters Score -757372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -757373.875000 Penalty: 4379.005859
	Iteration 40F: 3 clusters Score -757373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -757376.500000 Penalty: 4379.005859
	Iteration 41Q: 3 clusters Score -757376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -757379.375000 Penalty: 4379.005859
	Iteration 42Q: 3 clusters Score -757379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -757380.562500 Penalty: 4379.005859
	Iteration 43Q: 3 clusters Score -757380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -757382.062500 Penalty: 4379.005859
	Iteration 44Q: 3 clusters Score -757382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -757382.812500 Penalty: 4379.005859
	Iteration 45Q: 3 clusters Score -757382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -757384.625000 Penalty: 4379.005859
	Iteration 46Q: 3 clusters Score -757384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -757384.687500 Penalty: 4379.005859
	Iteration 47Q: 3 clusters Score -757384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -757385.000000 Penalty: 4379.005859
	Iteration 48Q: 3 clusters Score -757385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -757385.000000 Penalty: 4379.005859
	Iteration 49F: 3 clusters Score -757385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -598674.562500 Penalty: 2137.070557
	Iteration 0F: 2 clusters Score -598674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -593864.625000 Penalty: 4274.141113
	Iteration 0F: 3 clusters Score -593864.6 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -594985.437500 Penalty: 4274.141113
	Iteration 1F: 3 clusters Score -594985.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -595210.687500 Penalty: 4274.141113
	Iteration 2F: 3 clusters Score -595210.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -595418.062500 Penalty: 4274.141113
	Iteration 3F: 3 clusters Score -595418.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -595632.250000 Penalty: 4274.141113
	Iteration 4Q: 3 clusters Score -595632.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -595839.875000 Penalty: 4274.141113
	Iteration 5Q: 3 clusters Score -595839.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -596032.875000 Penalty: 4274.141113
	Iteration 6Q: 3 clusters Score -596032.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -596203.625000 Penalty: 4274.141113
	Iteration 7Q: 3 clusters Score -596203.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -596354.062500 Penalty: 4274.141113
	Iteration 8Q: 3 clusters Score -596354.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -596496.125000 Penalty: 4274.141113
	Iteration 9Q: 3 clusters Score -596496.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -596622.812500 Penalty: 4274.141113
	Iteration 10Q: 3 clusters Score -596622.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -596740.937500 Penalty: 4274.141113
	Iteration 11Q: 3 clusters Score -596740.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -596824.625000 Penalty: 4274.141113
	Iteration 12Q: 3 clusters Score -596824.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -596891.812500 Penalty: 4274.141113
	Iteration 13Q: 3 clusters Score -596891.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -596944.312500 Penalty: 4274.141113
	Iteration 14Q: 3 clusters Score -596944.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -596987.625000 Penalty: 4274.141113
	Iteration 15Q: 3 clusters Score -596987.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -597027.437500 Penalty: 4274.141113
	Iteration 16Q: 3 clusters Score -597027.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -597060.562500 Penalty: 4274.141113
	Iteration 17Q: 3 clusters Score -597060.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -597084.125000 Penalty: 4274.141113
	Iteration 18Q: 3 clusters Score -597084.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -597102.187500 Penalty: 4274.141113
	Iteration 19Q: 3 clusters Score -597102.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -597117.250000 Penalty: 4274.141113
	Iteration 20F: 3 clusters Score -597117.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -597129.875000 Penalty: 4274.141113
	Iteration 21Q: 3 clusters Score -597129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -597141.125000 Penalty: 4274.141113
	Iteration 22Q: 3 clusters Score -597141.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -597149.937500 Penalty: 4274.141113
	Iteration 23Q: 3 clusters Score -597149.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -597159.625000 Penalty: 4274.141113
	Iteration 24Q: 3 clusters Score -597159.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -597170.250000 Penalty: 4274.141113
	Iteration 25Q: 3 clusters Score -597170.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -597178.812500 Penalty: 4274.141113
	Iteration 26Q: 3 clusters Score -597178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -597186.750000 Penalty: 4274.141113
	Iteration 27Q: 3 clusters Score -597186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -597189.500000 Penalty: 4274.141113
	Iteration 28Q: 3 clusters Score -597189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -597191.687500 Penalty: 4274.141113
	Iteration 29Q: 3 clusters Score -597191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -597194.500000 Penalty: 4274.141113
	Iteration 30Q: 3 clusters Score -597194.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -597200.500000 Penalty: 4274.141113
	Iteration 31Q: 3 clusters Score -597200.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -597205.375000 Penalty: 4274.141113
	Iteration 32Q: 3 clusters Score -597205.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -597211.437500 Penalty: 4274.141113
	Iteration 33Q: 3 clusters Score -597211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -597218.375000 Penalty: 4274.141113
	Iteration 34Q: 3 clusters Score -597218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -597225.062500 Penalty: 4274.141113
	Iteration 35Q: 3 clusters Score -597225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -597228.125000 Penalty: 4274.141113
	Iteration 36Q: 3 clusters Score -597228.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -597231.750000 Penalty: 4274.141113
	Iteration 37Q: 3 clusters Score -597231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -597234.125000 Penalty: 4274.141113
	Iteration 38Q: 3 clusters Score -597234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -597238.062500 Penalty: 4274.141113
	Iteration 39Q: 3 clusters Score -597238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -597241.375000 Penalty: 4274.141113
	Iteration 40F: 3 clusters Score -597241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -597241.187500 Penalty: 4274.141113
	Iteration 41Q: 3 clusters Score -597241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -597242.562500 Penalty: 4274.141113
	Iteration 42Q: 3 clusters Score -597242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -597243.062500 Penalty: 4274.141113
	Iteration 43Q: 3 clusters Score -597243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -597244.562500 Penalty: 4274.141113
	Iteration 44Q: 3 clusters Score -597244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -597247.000000 Penalty: 4274.141113
	Iteration 45Q: 3 clusters Score -597247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -597252.187500 Penalty: 4274.141113
	Iteration 46Q: 3 clusters Score -597252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -597255.875000 Penalty: 4274.141113
	Iteration 47Q: 3 clusters Score -597255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -597259.750000 Penalty: 4274.141113
	Iteration 48Q: 3 clusters Score -597259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -597264.437500 Penalty: 4274.141113
	Iteration 49Q: 3 clusters Score -597264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -597264.812500 Penalty: 4274.141113
	Iteration 50Q: 3 clusters Score -597264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -597266.750000 Penalty: 4274.141113
	Iteration 51Q: 3 clusters Score -597266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -597269.500000 Penalty: 4274.141113
	Iteration 52Q: 3 clusters Score -597269.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -597270.125000 Penalty: 4274.141113
	Iteration 53Q: 3 clusters Score -597270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -597272.062500 Penalty: 4274.141113
	Iteration 54Q: 3 clusters Score -597272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -597271.625000 Penalty: 4274.141113
	Iteration 55Q: 3 clusters Score -597271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -597271.625000 Penalty: 4274.141113
	Iteration 56F: 3 clusters Score -597271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -229624.000000 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -229624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -226836.218750 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -226836.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -227366.265625 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -227366.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -227525.281250 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -227525.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -227610.406250 Penalty: 3844.091309
	Iteration 3Q: 3 clusters Score -227610.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -227692.984375 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -227693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -227790.937500 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -227790.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -227891.484375 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -227891.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -227998.093750 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -227998.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -228085.718750 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -228085.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -228171.250000 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -228171.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -228231.609375 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -228231.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228289.625000 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -228289.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -228335.453125 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -228335.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228372.562500 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -228372.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228403.921875 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -228403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228425.531250 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -228425.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -228450.078125 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -228450.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228472.812500 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -228472.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -228506.437500 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -228506.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -228553.296875 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -228553.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -228615.515625 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -228615.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228665.234375 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -228665.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -228711.125000 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -228711.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228752.718750 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -228752.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -228782.031250 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -228782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -228802.281250 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -228802.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -228834.593750 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -228834.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -228856.609375 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -228856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -228868.062500 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -228868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -228877.781250 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -228877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -228882.625000 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -228882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -228887.046875 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -228887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228892.156250 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -228892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228896.171875 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -228896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228898.375000 Penalty: 3844.091309
	Iteration 34Q: 3 clusters Score -228898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -228902.750000 Penalty: 3844.091309
	Iteration 35Q: 3 clusters Score -228902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -228905.015625 Penalty: 3844.091309
	Iteration 36Q: 3 clusters Score -228905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228909.203125 Penalty: 3844.091309
	Iteration 37Q: 3 clusters Score -228909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -228917.765625 Penalty: 3844.091309
	Iteration 38Q: 3 clusters Score -228917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -228920.968750 Penalty: 3844.091309
	Iteration 39Q: 3 clusters Score -228921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -228923.359375 Penalty: 3844.091309
	Iteration 40F: 3 clusters Score -228923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -228925.718750 Penalty: 3844.091309
	Iteration 41Q: 3 clusters Score -228925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -228931.343750 Penalty: 3844.091309
	Iteration 42Q: 3 clusters Score -228931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -228939.640625 Penalty: 3844.091309
	Iteration 43Q: 3 clusters Score -228939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -228943.593750 Penalty: 3844.091309
	Iteration 44Q: 3 clusters Score -228943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -228948.359375 Penalty: 3844.091309
	Iteration 45Q: 3 clusters Score -228948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -228954.890625 Penalty: 3844.091309
	Iteration 46Q: 3 clusters Score -228954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -228957.390625 Penalty: 3844.091309
	Iteration 47Q: 3 clusters Score -228957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -228959.421875 Penalty: 3844.091309
	Iteration 48Q: 3 clusters Score -228959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -228960.468750 Penalty: 3844.091309
	Iteration 49Q: 3 clusters Score -228960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -228960.468750 Penalty: 3844.091309
	Iteration 50F: 3 clusters Score -228960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Entering Unmasked Estep 
Score: -1263078.625000 Penalty: 2316.136719
	Iteration 0F: 2 clusters Score -1263079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1254598.625000 Penalty: 4632.273438
	Iteration 0F: 3 clusters Score -1254599 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1257231.875000 Penalty: 4632.273438
	Iteration 1F: 3 clusters Score -1257232 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1257620.250000 Penalty: 4632.273438
	Iteration 2F: 3 clusters Score -1257620 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1257919.375000 Penalty: 4632.273438
	Iteration 3F: 3 clusters Score -1257919 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1258183.000000 Penalty: 4632.273438
	Iteration 4Q: 3 clusters Score -1258183 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1258428.500000 Penalty: 4632.273438
	Iteration 5Q: 3 clusters Score -1258428 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1258650.875000 Penalty: 4632.273438
	Iteration 6Q: 3 clusters Score -1258651 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1258864.625000 Penalty: 4632.273438
	Iteration 7Q: 3 clusters Score -1258865 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1259085.625000 Penalty: 4632.273438
	Iteration 8Q: 3 clusters Score -1259086 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1259305.625000 Penalty: 4632.273438
	Iteration 9Q: 3 clusters Score -1259306 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1259517.375000 Penalty: 4632.273438
	Iteration 10Q: 3 clusters Score -1259517 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1259716.625000 Penalty: 4632.273438
	Iteration 11Q: 3 clusters Score -1259717 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1259953.750000 Penalty: 4632.273438
	Iteration 12Q: 3 clusters Score -1259954 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1260208.000000 Penalty: 4632.273438
	Iteration 13Q: 3 clusters Score -1260208 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1260423.250000 Penalty: 4632.273438
	Iteration 14Q: 3 clusters Score -1260423 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1260601.375000 Penalty: 4632.273438
	Iteration 15Q: 3 clusters Score -1260601 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1260740.750000 Penalty: 4632.273438
	Iteration 16Q: 3 clusters Score -1260741 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1260851.000000 Penalty: 4632.273438
	Iteration 17Q: 3 clusters Score -1260851 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1260943.375000 Penalty: 4632.273438
	Iteration 18Q: 3 clusters Score -1260943 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1261015.250000 Penalty: 4632.273438
	Iteration 19Q: 3 clusters Score -1261015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1261073.500000 Penalty: 4632.273438
	Iteration 20F: 3 clusters Score -1261074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1261120.875000 Penalty: 4632.273438
	Iteration 21Q: 3 clusters Score -1261121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1261149.750000 Penalty: 4632.273438
	Iteration 22Q: 3 clusters Score -1261150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1261188.125000 Penalty: 4632.273438
	Iteration 23Q: 3 clusters Score -1261188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1261217.125000 Penalty: 4632.273438
	Iteration 24Q: 3 clusters Score -1261217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1261237.125000 Penalty: 4632.273438
	Iteration 25Q: 3 clusters Score -1261237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1261250.500000 Penalty: 4632.273438
	Iteration 26Q: 3 clusters Score -1261250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1261268.500000 Penalty: 4632.273438
	Iteration 27Q: 3 clusters Score -1261268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1261281.375000 Penalty: 4632.273438
	Iteration 28Q: 3 clusters Score -1261281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1261295.875000 Penalty: 4632.273438
	Iteration 29Q: 3 clusters Score -1261296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1261307.500000 Penalty: 4632.273438
	Iteration 30Q: 3 clusters Score -1261308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1261321.750000 Penalty: 4632.273438
	Iteration 31Q: 3 clusters Score -1261322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1261336.250000 Penalty: 4632.273438
	Iteration 32Q: 3 clusters Score -1261336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1261339.000000 Penalty: 4632.273438
	Iteration 33Q: 3 clusters Score -1261339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1261348.375000 Penalty: 4632.273438
	Iteration 34Q: 3 clusters Score -1261348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1261347.125000 Penalty: 4632.273438
	Iteration 35Q: 3 clusters Score -1261347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1261352.875000 Penalty: 4632.273438
	Iteration 36Q: 3 clusters Score -1261353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1261355.500000 Penalty: 4632.273438
	Iteration 37Q: 3 clusters Score -1261356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1261360.625000 Penalty: 4632.273438
	Iteration 38Q: 3 clusters Score -1261361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1261364.000000 Penalty: 4632.273438
	Iteration 39Q: 3 clusters Score -1261364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1261368.500000 Penalty: 4632.273438
	Iteration 40F: 3 clusters Score -1261368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1261370.500000 Penalty: 4632.273438
	Iteration 41Q: 3 clusters Score -1261370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1261368.750000 Penalty: 4632.273438
	Iteration 42Q: 3 clusters Score -1261369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1261373.000000 Penalty: 4632.273438
	Iteration 43Q: 3 clusters Score -1261373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1261375.250000 Penalty: 4632.273438
	Iteration 44Q: 3 clusters Score -1261375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1261378.250000 Penalty: 4632.273438
	Iteration 45Q: 3 clusters Score -1261378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1261383.375000 Penalty: 4632.273438
	Iteration 46Q: 3 clusters Score -1261383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1261387.000000 Penalty: 4632.273438
	Iteration 47Q: 3 clusters Score -1261387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1261394.125000 Penalty: 4632.273438
	Iteration 48Q: 3 clusters Score -1261394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1261395.375000 Penalty: 4632.273438
	Iteration 49Q: 3 clusters Score -1261395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1261395.625000 Penalty: 4632.273438
	Iteration 50Q: 3 clusters Score -1261396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1261399.625000 Penalty: 4632.273438
	Iteration 51Q: 3 clusters Score -1261400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1261402.000000 Penalty: 4632.273438
	Iteration 52Q: 3 clusters Score -1261402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1261404.500000 Penalty: 4632.273438
	Iteration 53Q: 3 clusters Score -1261404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1261406.375000 Penalty: 4632.273438
	Iteration 54Q: 3 clusters Score -1261406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1261406.125000 Penalty: 4632.273438
	Iteration 55Q: 3 clusters Score -1261406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1261404.500000 Penalty: 4632.273438
	Iteration 56Q: 3 clusters Score -1261404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1261403.625000 Penalty: 4632.273438
	Iteration 57Q: 3 clusters Score -1261404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1261403.625000 Penalty: 4632.273438
	Iteration 58F: 3 clusters Score -1261404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Entering Unmasked Estep 
Score: -3459703.000000 Penalty: 2558.948975
	Iteration 0F: 2 clusters Score -3459703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3438991.750000 Penalty: 5117.897949
	Iteration 0F: 3 clusters Score -3438992 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3446430.500000 Penalty: 5117.897949
	Iteration 1F: 3 clusters Score -3446430 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3446993.250000 Penalty: 5117.897949
	Iteration 2Q: 3 clusters Score -3446993 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3447452.000000 Penalty: 5117.897949
	Iteration 3Q: 3 clusters Score -3447452 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3447950.500000 Penalty: 5117.897949
	Iteration 4Q: 3 clusters Score -3447950 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3448529.500000 Penalty: 5117.897949
	Iteration 5Q: 3 clusters Score -3448530 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3449363.500000 Penalty: 5117.897949
	Iteration 6Q: 3 clusters Score -3449364 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3450342.500000 Penalty: 5117.897949
	Iteration 7F: 3 clusters Score -3450342 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3451591.500000 Penalty: 5117.897949
	Iteration 8F: 3 clusters Score -3451592 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3452916.500000 Penalty: 5117.897949
	Iteration 9F: 3 clusters Score -3452916 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3454261.500000 Penalty: 5117.897949
	Iteration 10Q: 3 clusters Score -3454262 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3455406.000000 Penalty: 5117.897949
	Iteration 11Q: 3 clusters Score -3455406 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3456210.750000 Penalty: 5117.897949
	Iteration 12Q: 3 clusters Score -3456211 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3456623.750000 Penalty: 5117.897949
	Iteration 13Q: 3 clusters Score -3456624 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3456858.750000 Penalty: 5117.897949
	Iteration 14Q: 3 clusters Score -3456859 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3457010.250000 Penalty: 5117.897949
	Iteration 15Q: 3 clusters Score -3457010 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3457109.250000 Penalty: 5117.897949
	Iteration 16Q: 3 clusters Score -3457109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3457185.250000 Penalty: 5117.897949
	Iteration 17Q: 3 clusters Score -3457185 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3457239.500000 Penalty: 5117.897949
	Iteration 18Q: 3 clusters Score -3457240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3457278.750000 Penalty: 5117.897949
	Iteration 19Q: 3 clusters Score -3457279 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3457311.750000 Penalty: 5117.897949
	Iteration 20F: 3 clusters Score -3457312 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3457347.750000 Penalty: 5117.897949
	Iteration 21Q: 3 clusters Score -3457348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3457377.750000 Penalty: 5117.897949
	Iteration 22Q: 3 clusters Score -3457378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3457401.500000 Penalty: 5117.897949
	Iteration 23Q: 3 clusters Score -3457402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3457414.500000 Penalty: 5117.897949
	Iteration 24Q: 3 clusters Score -3457414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3457440.250000 Penalty: 5117.897949
	Iteration 25Q: 3 clusters Score -3457440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3457473.750000 Penalty: 5117.897949
	Iteration 26Q: 3 clusters Score -3457474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3457494.500000 Penalty: 5117.897949
	Iteration 27Q: 3 clusters Score -3457494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3457501.250000 Penalty: 5117.897949
	Iteration 28Q: 3 clusters Score -3457501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3457513.250000 Penalty: 5117.897949
	Iteration 29Q: 3 clusters Score -3457513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3457515.000000 Penalty: 5117.897949
	Iteration 30Q: 3 clusters Score -3457515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3457531.250000 Penalty: 5117.897949
	Iteration 31Q: 3 clusters Score -3457531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3457539.500000 Penalty: 5117.897949
	Iteration 32Q: 3 clusters Score -3457540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3457550.500000 Penalty: 5117.897949
	Iteration 33Q: 3 clusters Score -3457550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3457547.000000 Penalty: 5117.897949
	Iteration 34Q: 3 clusters Score -3457547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3457552.000000 Penalty: 5117.897949
	Iteration 35Q: 3 clusters Score -3457552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3457556.500000 Penalty: 5117.897949
	Iteration 36Q: 3 clusters Score -3457556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3457562.500000 Penalty: 5117.897949
	Iteration 37Q: 3 clusters Score -3457562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3457566.500000 Penalty: 5117.897949
	Iteration 38Q: 3 clusters Score -3457566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3457569.500000 Penalty: 5117.897949
	Iteration 39Q: 3 clusters Score -3457570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3457572.500000 Penalty: 5117.897949
	Iteration 40F: 3 clusters Score -3457572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3457576.750000 Penalty: 5117.897949
	Iteration 41Q: 3 clusters Score -3457577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3457576.000000 Penalty: 5117.897949
	Iteration 42Q: 3 clusters Score -3457576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3457580.000000 Penalty: 5117.897949
	Iteration 43Q: 3 clusters Score -3457580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3457577.750000 Penalty: 5117.897949
	Iteration 44Q: 3 clusters Score -3457578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3457590.000000 Penalty: 5117.897949
	Iteration 45Q: 3 clusters Score -3457590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3457589.250000 Penalty: 5117.897949
	Iteration 46Q: 3 clusters Score -3457589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3457594.750000 Penalty: 5117.897949
	Iteration 47Q: 3 clusters Score -3457595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3457595.750000 Penalty: 5117.897949
	Iteration 48Q: 3 clusters Score -3457596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3457596.000000 Penalty: 5117.897949
	Iteration 49Q: 3 clusters Score -3457596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3457597.250000 Penalty: 5117.897949
	Iteration 50Q: 3 clusters Score -3457597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3457607.250000 Penalty: 5117.897949
	Iteration 51Q: 3 clusters Score -3457607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3457616.000000 Penalty: 5117.897949
	Iteration 52Q: 3 clusters Score -3457616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3457619.250000 Penalty: 5117.897949
	Iteration 53Q: 3 clusters Score -3457619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3457628.750000 Penalty: 5117.897949
	Iteration 54Q: 3 clusters Score -3457629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3457632.500000 Penalty: 5117.897949
	Iteration 55Q: 3 clusters Score -3457632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3457638.250000 Penalty: 5117.897949
	Iteration 56Q: 3 clusters Score -3457638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3457643.750000 Penalty: 5117.897949
	Iteration 57Q: 3 clusters Score -3457644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3457646.750000 Penalty: 5117.897949
	Iteration 58Q: 3 clusters Score -3457647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3457654.250000 Penalty: 5117.897949
	Iteration 59Q: 3 clusters Score -3457654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3457653.250000 Penalty: 5117.897949
	Iteration 60F: 3 clusters Score -3457653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3457652.000000 Penalty: 5117.897949
	Iteration 61Q: 3 clusters Score -3457652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3457651.500000 Penalty: 5117.897949
	Iteration 62Q: 3 clusters Score -3457652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3457651.000000 Penalty: 5117.897949
	Iteration 63Q: 3 clusters Score -3457651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3457652.750000 Penalty: 5117.897949
	Iteration 64Q: 3 clusters Score -3457653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3457653.250000 Penalty: 5117.897949
	Iteration 65Q: 3 clusters Score -3457653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3457652.500000 Penalty: 5117.897949
	Iteration 66Q: 3 clusters Score -3457652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3457658.250000 Penalty: 5117.897949
	Iteration 67Q: 3 clusters Score -3457658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3457655.250000 Penalty: 5117.897949
	Iteration 68Q: 3 clusters Score -3457655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3457659.750000 Penalty: 5117.897949
	Iteration 69Q: 3 clusters Score -3457660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3457659.000000 Penalty: 5117.897949
	Iteration 70Q: 3 clusters Score -3457659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3457660.750000 Penalty: 5117.897949
	Iteration 71Q: 3 clusters Score -3457661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3457659.750000 Penalty: 5117.897949
	Iteration 72Q: 3 clusters Score -3457660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3457659.750000 Penalty: 5117.897949
	Iteration 73F: 3 clusters Score -3457660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Entering Unmasked Estep 
Score: -4155044.000000 Penalty: 2628.955566
	Iteration 0F: 2 clusters Score -4155044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4128112.500000 Penalty: 5257.911133
	Iteration 0F: 3 clusters Score -4128112 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4138769.750000 Penalty: 5257.911133
	Iteration 1F: 3 clusters Score -4138770 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4140018.250000 Penalty: 5257.911133
	Iteration 2F: 3 clusters Score -4140018 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4141320.750000 Penalty: 5257.911133
	Iteration 3F: 3 clusters Score -4141321 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4142641.250000 Penalty: 5257.911133
	Iteration 4F: 3 clusters Score -4142641 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4143948.750000 Penalty: 5257.911133
	Iteration 5F: 3 clusters Score -4143949 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4145241.750000 Penalty: 5257.911133
	Iteration 6F: 3 clusters Score -4145242 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4146453.750000 Penalty: 5257.911133
	Iteration 7F: 3 clusters Score -4146454 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4147497.250000 Penalty: 5257.911133
	Iteration 8Q: 3 clusters Score -4147497 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -4148380.250000 Penalty: 5257.911133
	Iteration 9Q: 3 clusters Score -4148380 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4149175.250000 Penalty: 5257.911133
	Iteration 10Q: 3 clusters Score -4149175 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4149942.750000 Penalty: 5257.911133
	Iteration 11Q: 3 clusters Score -4149943 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -4150783.250000 Penalty: 5257.911133
	Iteration 12Q: 3 clusters Score -4150783 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4151485.250000 Penalty: 5257.911133
	Iteration 13Q: 3 clusters Score -4151485 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4152023.500000 Penalty: 5257.911133
	Iteration 14Q: 3 clusters Score -4152024 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4152407.250000 Penalty: 5257.911133
	Iteration 15Q: 3 clusters Score -4152407 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4152654.750000 Penalty: 5257.911133
	Iteration 16Q: 3 clusters Score -4152655 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4152850.750000 Penalty: 5257.911133
	Iteration 17Q: 3 clusters Score -4152851 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4153003.500000 Penalty: 5257.911133
	Iteration 18Q: 3 clusters Score -4153004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4153122.500000 Penalty: 5257.911133
	Iteration 19Q: 3 clusters Score -4153122 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4153236.500000 Penalty: 5257.911133
	Iteration 20F: 3 clusters Score -4153236 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4153366.750000 Penalty: 5257.911133
	Iteration 21Q: 3 clusters Score -4153367 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4153467.500000 Penalty: 5257.911133
	Iteration 22Q: 3 clusters Score -4153468 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4153545.250000 Penalty: 5257.911133
	Iteration 23Q: 3 clusters Score -4153545 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -4153622.000000 Penalty: 5257.911133
	Iteration 24Q: 3 clusters Score -4153622 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4153717.750000 Penalty: 5257.911133
	Iteration 25Q: 3 clusters Score -4153718 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -4153827.250000 Penalty: 5257.911133
	Iteration 26Q: 3 clusters Score -4153827 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -4153907.250000 Penalty: 5257.911133
	Iteration 27Q: 3 clusters Score -4153907 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4154026.500000 Penalty: 5257.911133
	Iteration 28Q: 3 clusters Score -4154026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4154117.000000 Penalty: 5257.911133
	Iteration 29Q: 3 clusters Score -4154117 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4154215.750000 Penalty: 5257.911133
	Iteration 30Q: 3 clusters Score -4154216 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4154286.750000 Penalty: 5257.911133
	Iteration 31Q: 3 clusters Score -4154287 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4154329.250000 Penalty: 5257.911133
	Iteration 32Q: 3 clusters Score -4154329 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4154382.750000 Penalty: 5257.911133
	Iteration 33Q: 3 clusters Score -4154383 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4154448.000000 Penalty: 5257.911133
	Iteration 34Q: 3 clusters Score -4154448 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4154497.250000 Penalty: 5257.911133
	Iteration 35Q: 3 clusters Score -4154497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4154525.000000 Penalty: 5257.911133
	Iteration 36Q: 3 clusters Score -4154525 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4154551.750000 Penalty: 5257.911133
	Iteration 37Q: 3 clusters Score -4154552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4154573.250000 Penalty: 5257.911133
	Iteration 38Q: 3 clusters Score -4154573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4154586.750000 Penalty: 5257.911133
	Iteration 39Q: 3 clusters Score -4154587 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4154586.250000 Penalty: 5257.911133
	Iteration 40F: 3 clusters Score -4154586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4154599.750000 Penalty: 5257.911133
	Iteration 41Q: 3 clusters Score -4154600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4154600.000000 Penalty: 5257.911133
	Iteration 42Q: 3 clusters Score -4154600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4154625.750000 Penalty: 5257.911133
	Iteration 43Q: 3 clusters Score -4154626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4154632.750000 Penalty: 5257.911133
	Iteration 44Q: 3 clusters Score -4154633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4154636.500000 Penalty: 5257.911133
	Iteration 45Q: 3 clusters Score -4154636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4154642.750000 Penalty: 5257.911133
	Iteration 46Q: 3 clusters Score -4154643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4154643.000000 Penalty: 5257.911133
	Iteration 47Q: 3 clusters Score -4154643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4154644.000000 Penalty: 5257.911133
	Iteration 48Q: 3 clusters Score -4154644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4154653.250000 Penalty: 5257.911133
	Iteration 49Q: 3 clusters Score -4154653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4154650.750000 Penalty: 5257.911133
	Iteration 50Q: 3 clusters Score -4154651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4154651.000000 Penalty: 5257.911133
	Iteration 51Q: 3 clusters Score -4154651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4154656.250000 Penalty: 5257.911133
	Iteration 52Q: 3 clusters Score -4154656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4154670.250000 Penalty: 5257.911133
	Iteration 53Q: 3 clusters Score -4154670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4154663.750000 Penalty: 5257.911133
	Iteration 54Q: 3 clusters Score -4154664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4154664.500000 Penalty: 5257.911133
	Iteration 55Q: 3 clusters Score -4154664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4154670.750000 Penalty: 5257.911133
	Iteration 56Q: 3 clusters Score -4154671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4154677.250000 Penalty: 5257.911133
	Iteration 57Q: 3 clusters Score -4154677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4154681.000000 Penalty: 5257.911133
	Iteration 58Q: 3 clusters Score -4154681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4154673.000000 Penalty: 5257.911133
	Iteration 59Q: 3 clusters Score -4154673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4154675.500000 Penalty: 5257.911133
	Iteration 60F: 3 clusters Score -4154676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4154671.250000 Penalty: 5257.911133
	Iteration 61Q: 3 clusters Score -4154671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4154675.000000 Penalty: 5257.911133
	Iteration 62Q: 3 clusters Score -4154675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4154680.500000 Penalty: 5257.911133
	Iteration 63Q: 3 clusters Score -4154680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4154676.500000 Penalty: 5257.911133
	Iteration 64Q: 3 clusters Score -4154676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4154681.250000 Penalty: 5257.911133
	Iteration 65Q: 3 clusters Score -4154681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4154679.000000 Penalty: 5257.911133
	Iteration 66Q: 3 clusters Score -4154679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4154680.750000 Penalty: 5257.911133
	Iteration 67Q: 3 clusters Score -4154681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -4154680.250000 Penalty: 5257.911133
	Iteration 68Q: 3 clusters Score -4154680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4154684.250000 Penalty: 5257.911133
	Iteration 69Q: 3 clusters Score -4154684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4154684.250000 Penalty: 5257.911133
	Iteration 70F: 3 clusters Score -4154684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Entering Unmasked Estep 
Score: -5180094.000000 Penalty: 2668.355469
	Iteration 0F: 2 clusters Score -5180094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5148536.500000 Penalty: 5336.710938
	Iteration 0F: 3 clusters Score -5148536 nChanged 21708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5161664.000000 Penalty: 5336.710938
	Iteration 1F: 3 clusters Score -5161664 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5163525.000000 Penalty: 5336.710938
	Iteration 2F: 3 clusters Score -5163525 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -5166019.000000 Penalty: 5336.710938
	Iteration 3F: 3 clusters Score -5166019 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -5168600.500000 Penalty: 5336.710938
	Iteration 4F: 3 clusters Score -5168600 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5170971.000000 Penalty: 5336.710938
	Iteration 5F: 3 clusters Score -5170971 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5172857.000000 Penalty: 5336.710938
	Iteration 6F: 3 clusters Score -5172857 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5174176.000000 Penalty: 5336.710938
	Iteration 7F: 3 clusters Score -5174176 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5175017.500000 Penalty: 5336.710938
	Iteration 8Q: 3 clusters Score -5175018 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5175613.500000 Penalty: 5336.710938
	Iteration 9Q: 3 clusters Score -5175614 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -5175976.000000 Penalty: 5336.710938
	Iteration 10Q: 3 clusters Score -5175976 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5176322.000000 Penalty: 5336.710938
	Iteration 11Q: 3 clusters Score -5176322 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5176606.000000 Penalty: 5336.710938
	Iteration 12Q: 3 clusters Score -5176606 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5176849.000000 Penalty: 5336.710938
	Iteration 13Q: 3 clusters Score -5176849 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5177090.000000 Penalty: 5336.710938
	Iteration 14Q: 3 clusters Score -5177090 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5177326.000000 Penalty: 5336.710938
	Iteration 15Q: 3 clusters Score -5177326 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5177550.000000 Penalty: 5336.710938
	Iteration 16Q: 3 clusters Score -5177550 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -5177797.000000 Penalty: 5336.710938
	Iteration 17Q: 3 clusters Score -5177797 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5177980.500000 Penalty: 5336.710938
	Iteration 18Q: 3 clusters Score -5177980 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5178180 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5178340 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5178500 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5178698 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5178823 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5178939 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5179026 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5179096 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -5179121.500000 Penalty: 5336.710938
	Iteration 27Q: 3 clusters Score -5179122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5179177 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -5179231.000000 Penalty: 5336.710938
	Iteration 29Q: 3 clusters Score -5179231 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5179260.500000 Penalty: 5336.710938
	Iteration 30Q: 3 clusters Score -5179260 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5179305 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -5179311.500000 Penalty: 5336.710938
	Iteration 32Q: 3 clusters Score -5179312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5179338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5179338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5179348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5179342.000000 Penalty: 5336.710938
	Iteration 36Q: 3 clusters Score -5179342 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5179352 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5179377.000000 Penalty: 5336.710938
	Iteration 38Q: 3 clusters Score -5179377 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5179391 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5179393.500000 Penalty: 5336.710938
	Iteration 40F: 3 clusters Score -5179394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5179417.500000 Penalty: 5336.710938
	Iteration 41Q: 3 clusters Score -5179418 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5179436 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5179431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5179450 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5179456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5179454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5179456 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5179466 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5179454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5179468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5179478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5179471 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5179478 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5179487 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5179496 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5179496 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5179489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5179517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5179538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -5179550.500000 Penalty: 5336.710938
	Iteration 60F: 3 clusters Score -5179550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5179540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5179551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5179552 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5179570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5179552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5179564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5179580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5179588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5179606.000000 Penalty: 5336.710938
	Iteration 69Q: 3 clusters Score -5179606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5179608 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5179608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5179624.500000 Penalty: 5336.710938
	Iteration 72Q: 3 clusters Score -5179624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5179630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5179638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5179631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5179639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5179640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5179648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5179653.000000 Penalty: 5336.710938
	Iteration 79Q: 3 clusters Score -5179653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5179644.500000 Penalty: 5336.710938
	Iteration 80F: 3 clusters Score -5179644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5179658.000000 Penalty: 5336.710938
	Iteration 81Q: 3 clusters Score -5179658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5179660 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5179664 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5179666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5179668 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5179666 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5179672.000000 Penalty: 5336.710938
	Iteration 87Q: 3 clusters Score -5179672 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5179683.000000 Penalty: 5336.710938
	Iteration 88Q: 3 clusters Score -5179683 nChanged 34
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Mstep: Class 1 contains 31577 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5179674 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31607 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5179674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -5179688.000000 Penalty: 5336.710938
	Iteration 91Q: 3 clusters Score -5179688 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5179683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5179690.000000 Penalty: 5336.710938
	Iteration 93Q: 3 clusters Score -5179690 nChanged 33
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Mstep: Class 1 contains 31756 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5179687 nChanged 36
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Mstep: Class 1 contains 31790 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5179698 nChanged 30
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Mstep: Class 1 contains 31818 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5179690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5179696 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5179696 nChanged 12
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Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5179694 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5179692.500000 Penalty: 5336.710938
	Iteration 100F: 3 clusters Score -5179692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5179692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5179702 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
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Entering Unmasked Estep 
Score: -5179713.500000 Penalty: 5336.710938
	Iteration 103Q: 3 clusters Score -5179714 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31944 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5179704 nChanged 22
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Mstep: Class 1 contains 31962 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5179704 nChanged 17
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5179703 nChanged 22
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5179708 nChanged 19
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5179700 nChanged 19
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Mstep: Class 1 contains 32033 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5179704 nChanged 24
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Mstep: Class 1 contains 32057 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5179713 nChanged 23
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Mstep: Class 1 contains 32080 members 
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Entering Unmasked Estep 
Score: -5179715.500000 Penalty: 5336.710938
	Iteration 111Q: 3 clusters Score -5179716 nChanged 23
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Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5179709.500000 Penalty: 5336.710938
	Iteration 112Q: 3 clusters Score -5179710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5179708.500000 Penalty: 5336.710938
	Iteration 113Q: 3 clusters Score -5179708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5179706.000000 Penalty: 5336.710938
	Iteration 114Q: 3 clusters Score -5179706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -5179709.500000 Penalty: 5336.710938
	Iteration 115Q: 3 clusters Score -5179710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5179719.000000 Penalty: 5336.710938
	Iteration 116Q: 3 clusters Score -5179719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -5179713.000000 Penalty: 5336.710938
	Iteration 117Q: 3 clusters Score -5179713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -5179714.000000 Penalty: 5336.710938
	Iteration 118Q: 3 clusters Score -5179714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -5179720.500000 Penalty: 5336.710938
	Iteration 119Q: 3 clusters Score -5179720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5179721.000000 Penalty: 5336.710938
	Iteration 120F: 3 clusters Score -5179721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5179726.000000 Penalty: 5336.710938
	Iteration 121Q: 3 clusters Score -5179726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -5179717.000000 Penalty: 5336.710938
	Iteration 122Q: 3 clusters Score -5179717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5179721.500000 Penalty: 5336.710938
	Iteration 123Q: 3 clusters Score -5179722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5179727.500000 Penalty: 5336.710938
	Iteration 124Q: 3 clusters Score -5179728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5179712.500000 Penalty: 5336.710938
	Iteration 125Q: 3 clusters Score -5179712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5179711.000000 Penalty: 5336.710938
	Iteration 126Q: 3 clusters Score -5179711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5179717.500000 Penalty: 5336.710938
	Iteration 127Q: 3 clusters Score -5179718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -5179713.000000 Penalty: 5336.710938
	Iteration 128Q: 3 clusters Score -5179713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -5179723.500000 Penalty: 5336.710938
	Iteration 129Q: 3 clusters Score -5179724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5179733.000000 Penalty: 5336.710938
	Iteration 130Q: 3 clusters Score -5179733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5179736.500000 Penalty: 5336.710938
	Iteration 131Q: 3 clusters Score -5179736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -5179730.500000 Penalty: 5336.710938
	Iteration 132Q: 3 clusters Score -5179730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5179739.000000 Penalty: 5336.710938
	Iteration 133Q: 3 clusters Score -5179739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5179730.500000 Penalty: 5336.710938
	Iteration 134Q: 3 clusters Score -5179730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -5179740.500000 Penalty: 5336.710938
	Iteration 135Q: 3 clusters Score -5179740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5179733.500000 Penalty: 5336.710938
	Iteration 136Q: 3 clusters Score -5179734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5179742.000000 Penalty: 5336.710938
	Iteration 137Q: 3 clusters Score -5179742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5179739.500000 Penalty: 5336.710938
	Iteration 138Q: 3 clusters Score -5179740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5179742.500000 Penalty: 5336.710938
	Iteration 139Q: 3 clusters Score -5179742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5179741.500000 Penalty: 5336.710938
	Iteration 140F: 3 clusters Score -5179742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5179743.000000 Penalty: 5336.710938
	Iteration 141Q: 3 clusters Score -5179743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5179736.500000 Penalty: 5336.710938
	Iteration 142Q: 3 clusters Score -5179736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5179737.500000 Penalty: 5336.710938
	Iteration 143Q: 3 clusters Score -5179738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5179739.000000 Penalty: 5336.710938
	Iteration 144Q: 3 clusters Score -5179739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5179745.500000 Penalty: 5336.710938
	Iteration 145Q: 3 clusters Score -5179746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5179748.000000 Penalty: 5336.710938
	Iteration 146Q: 3 clusters Score -5179748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5179751.500000 Penalty: 5336.710938
	Iteration 147Q: 3 clusters Score -5179752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5179749.500000 Penalty: 5336.710938
	Iteration 148Q: 3 clusters Score -5179750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5179747.500000 Penalty: 5336.710938
	Iteration 149Q: 3 clusters Score -5179748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5179751.500000 Penalty: 5336.710938
	Iteration 150Q: 3 clusters Score -5179752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -5179743.500000 Penalty: 5336.710938
	Iteration 151Q: 3 clusters Score -5179744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5179744.500000 Penalty: 5336.710938
	Iteration 152Q: 3 clusters Score -5179744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5179741.500000 Penalty: 5336.710938
	Iteration 153Q: 3 clusters Score -5179742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5179742.000000 Penalty: 5336.710938
	Iteration 154Q: 3 clusters Score -5179742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5179748.000000 Penalty: 5336.710938
	Iteration 155Q: 3 clusters Score -5179748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5179763.000000 Penalty: 5336.710938
	Iteration 156Q: 3 clusters Score -5179763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5179760.500000 Penalty: 5336.710938
	Iteration 157Q: 3 clusters Score -5179760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -5179756.000000 Penalty: 5336.710938
	Iteration 158Q: 3 clusters Score -5179756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5179751.500000 Penalty: 5336.710938
	Iteration 159Q: 3 clusters Score -5179752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -5179755.500000 Penalty: 5336.710938
	Iteration 160F: 3 clusters Score -5179756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5179749.500000 Penalty: 5336.710938
	Iteration 161Q: 3 clusters Score -5179750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5179756.000000 Penalty: 5336.710938
	Iteration 162Q: 3 clusters Score -5179756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5179754.500000 Penalty: 5336.710938
	Iteration 163Q: 3 clusters Score -5179754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5179752.000000 Penalty: 5336.710938
	Iteration 164Q: 3 clusters Score -5179752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5179747.000000 Penalty: 5336.710938
	Iteration 165Q: 3 clusters Score -5179747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -5179751.000000 Penalty: 5336.710938
	Iteration 166Q: 3 clusters Score -5179751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5179758.000000 Penalty: 5336.710938
	Iteration 167Q: 3 clusters Score -5179758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5179752.500000 Penalty: 5336.710938
	Iteration 168Q: 3 clusters Score -5179752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5179761.000000 Penalty: 5336.710938
	Iteration 169Q: 3 clusters Score -5179761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5179774.500000 Penalty: 5336.710938
	Iteration 170Q: 3 clusters Score -5179774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5179782.000000 Penalty: 5336.710938
	Iteration 171Q: 3 clusters Score -5179782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5179782.000000 Penalty: 5336.710938
	Iteration 172Q: 3 clusters Score -5179782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -5179788.000000 Penalty: 5336.710938
	Iteration 173Q: 3 clusters Score -5179788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5179787.000000 Penalty: 5336.710938
	Iteration 174Q: 3 clusters Score -5179787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5179793.000000 Penalty: 5336.710938
	Iteration 175Q: 3 clusters Score -5179793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -5179795.500000 Penalty: 5336.710938
	Iteration 176Q: 3 clusters Score -5179796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5179797.500000 Penalty: 5336.710938
	Iteration 177Q: 3 clusters Score -5179798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5179795.500000 Penalty: 5336.710938
	Iteration 178Q: 3 clusters Score -5179796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -5179794.500000 Penalty: 5336.710938
	Iteration 179Q: 3 clusters Score -5179794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5179785.500000 Penalty: 5336.710938
	Iteration 180F: 3 clusters Score -5179786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5179793.000000 Penalty: 5336.710938
	Iteration 181Q: 3 clusters Score -5179793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5179794.000000 Penalty: 5336.710938
	Iteration 182Q: 3 clusters Score -5179794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5179800.000000 Penalty: 5336.710938
	Iteration 183Q: 3 clusters Score -5179800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5179793.500000 Penalty: 5336.710938
	Iteration 184Q: 3 clusters Score -5179794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5179797.000000 Penalty: 5336.710938
	Iteration 185Q: 3 clusters Score -5179797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5179791.500000 Penalty: 5336.710938
	Iteration 186Q: 3 clusters Score -5179792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5179794.500000 Penalty: 5336.710938
	Iteration 187Q: 3 clusters Score -5179794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -5179797.500000 Penalty: 5336.710938
	Iteration 188Q: 3 clusters Score -5179798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -5179797.500000 Penalty: 5336.710938
	Iteration 189F: 3 clusters Score -5179798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Entering Unmasked Estep 
Score: -1406596.625000 Penalty: 2343.460205
	Iteration 0F: 2 clusters Score -1406597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1397172.750000 Penalty: 4686.920410
	Iteration 0F: 3 clusters Score -1397173 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1400060.500000 Penalty: 4686.920410
	Iteration 1F: 3 clusters Score -1400060 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1400503.875000 Penalty: 4686.920410
	Iteration 2F: 3 clusters Score -1400504 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1400901.875000 Penalty: 4686.920410
	Iteration 3F: 3 clusters Score -1400902 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1401236.625000 Penalty: 4686.920410
	Iteration 4F: 3 clusters Score -1401237 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1401507.250000 Penalty: 4686.920410
	Iteration 5Q: 3 clusters Score -1401507 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1401716.125000 Penalty: 4686.920410
	Iteration 6Q: 3 clusters Score -1401716 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1401897.125000 Penalty: 4686.920410
	Iteration 7Q: 3 clusters Score -1401897 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1402066.875000 Penalty: 4686.920410
	Iteration 8Q: 3 clusters Score -1402067 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1402224.875000 Penalty: 4686.920410
	Iteration 9Q: 3 clusters Score -1402225 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1402383.750000 Penalty: 4686.920410
	Iteration 10Q: 3 clusters Score -1402384 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1402541.250000 Penalty: 4686.920410
	Iteration 11Q: 3 clusters Score -1402541 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1402677.875000 Penalty: 4686.920410
	Iteration 12Q: 3 clusters Score -1402678 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1402814.875000 Penalty: 4686.920410
	Iteration 13Q: 3 clusters Score -1402815 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1402964.375000 Penalty: 4686.920410
	Iteration 14Q: 3 clusters Score -1402964 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1403133.750000 Penalty: 4686.920410
	Iteration 15Q: 3 clusters Score -1403134 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1403270.500000 Penalty: 4686.920410
	Iteration 16Q: 3 clusters Score -1403270 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1403389.500000 Penalty: 4686.920410
	Iteration 17Q: 3 clusters Score -1403390 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1403494.000000 Penalty: 4686.920410
	Iteration 18Q: 3 clusters Score -1403494 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1403586.750000 Penalty: 4686.920410
	Iteration 19Q: 3 clusters Score -1403587 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1403687.375000 Penalty: 4686.920410
	Iteration 20F: 3 clusters Score -1403687 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1403787.875000 Penalty: 4686.920410
	Iteration 21Q: 3 clusters Score -1403788 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1403893.250000 Penalty: 4686.920410
	Iteration 22Q: 3 clusters Score -1403893 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1403994.250000 Penalty: 4686.920410
	Iteration 23Q: 3 clusters Score -1403994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1404095.375000 Penalty: 4686.920410
	Iteration 24Q: 3 clusters Score -1404095 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1404171.500000 Penalty: 4686.920410
	Iteration 25Q: 3 clusters Score -1404172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1404235.625000 Penalty: 4686.920410
	Iteration 26Q: 3 clusters Score -1404236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1404293.875000 Penalty: 4686.920410
	Iteration 27Q: 3 clusters Score -1404294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1404347.125000 Penalty: 4686.920410
	Iteration 28Q: 3 clusters Score -1404347 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1404402.375000 Penalty: 4686.920410
	Iteration 29Q: 3 clusters Score -1404402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1404458.875000 Penalty: 4686.920410
	Iteration 30Q: 3 clusters Score -1404459 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1404535.375000 Penalty: 4686.920410
	Iteration 31Q: 3 clusters Score -1404535 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1404618.375000 Penalty: 4686.920410
	Iteration 32Q: 3 clusters Score -1404618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1404691.875000 Penalty: 4686.920410
	Iteration 33Q: 3 clusters Score -1404692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1404761.125000 Penalty: 4686.920410
	Iteration 34Q: 3 clusters Score -1404761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1404832.875000 Penalty: 4686.920410
	Iteration 35Q: 3 clusters Score -1404833 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1404895.875000 Penalty: 4686.920410
	Iteration 36Q: 3 clusters Score -1404896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1404956.625000 Penalty: 4686.920410
	Iteration 37Q: 3 clusters Score -1404957 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1405002.875000 Penalty: 4686.920410
	Iteration 38Q: 3 clusters Score -1405003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1405042.375000 Penalty: 4686.920410
	Iteration 39Q: 3 clusters Score -1405042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1405085.500000 Penalty: 4686.920410
	Iteration 40F: 3 clusters Score -1405086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1405112.625000 Penalty: 4686.920410
	Iteration 41Q: 3 clusters Score -1405113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1405138.250000 Penalty: 4686.920410
	Iteration 42Q: 3 clusters Score -1405138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1405161.500000 Penalty: 4686.920410
	Iteration 43Q: 3 clusters Score -1405162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1405189.125000 Penalty: 4686.920410
	Iteration 44Q: 3 clusters Score -1405189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1405205.125000 Penalty: 4686.920410
	Iteration 45Q: 3 clusters Score -1405205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1405219.625000 Penalty: 4686.920410
	Iteration 46Q: 3 clusters Score -1405220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1405243.125000 Penalty: 4686.920410
	Iteration 47Q: 3 clusters Score -1405243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1405248.625000 Penalty: 4686.920410
	Iteration 48Q: 3 clusters Score -1405249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1405266.125000 Penalty: 4686.920410
	Iteration 49Q: 3 clusters Score -1405266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1405275.375000 Penalty: 4686.920410
	Iteration 50Q: 3 clusters Score -1405275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1405279.750000 Penalty: 4686.920410
	Iteration 51Q: 3 clusters Score -1405280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1405281.625000 Penalty: 4686.920410
	Iteration 52Q: 3 clusters Score -1405282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1405290.250000 Penalty: 4686.920410
	Iteration 53Q: 3 clusters Score -1405290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1405293.625000 Penalty: 4686.920410
	Iteration 54Q: 3 clusters Score -1405294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1405302.375000 Penalty: 4686.920410
	Iteration 55Q: 3 clusters Score -1405302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1405301.625000 Penalty: 4686.920410
	Iteration 56Q: 3 clusters Score -1405302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1405303.375000 Penalty: 4686.920410
	Iteration 57Q: 3 clusters Score -1405303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1405303.875000 Penalty: 4686.920410
	Iteration 58Q: 3 clusters Score -1405304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1405303.125000 Penalty: 4686.920410
	Iteration 59Q: 3 clusters Score -1405303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1405303.125000 Penalty: 4686.920410
	Iteration 60F: 3 clusters Score -1405303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1405305.375000 Penalty: 4686.920410
	Iteration 61Q: 3 clusters Score -1405305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1405308.375000 Penalty: 4686.920410
	Iteration 62Q: 3 clusters Score -1405308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1405307.625000 Penalty: 4686.920410
	Iteration 63Q: 3 clusters Score -1405308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1405309.625000 Penalty: 4686.920410
	Iteration 64Q: 3 clusters Score -1405310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1405307.000000 Penalty: 4686.920410
	Iteration 65Q: 3 clusters Score -1405307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1405308.250000 Penalty: 4686.920410
	Iteration 66Q: 3 clusters Score -1405308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1405312.500000 Penalty: 4686.920410
	Iteration 67Q: 3 clusters Score -1405312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1405312.375000 Penalty: 4686.920410
	Iteration 68Q: 3 clusters Score -1405312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1405312.125000 Penalty: 4686.920410
	Iteration 69Q: 3 clusters Score -1405312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1405313.250000 Penalty: 4686.920410
	Iteration 70Q: 3 clusters Score -1405313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1405312.875000 Penalty: 4686.920410
	Iteration 71Q: 3 clusters Score -1405313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1405314.375000 Penalty: 4686.920410
	Iteration 72Q: 3 clusters Score -1405314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1405313.875000 Penalty: 4686.920410
	Iteration 73Q: 3 clusters Score -1405314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1405315.500000 Penalty: 4686.920410
	Iteration 74Q: 3 clusters Score -1405316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1405315.500000 Penalty: 4686.920410
	Iteration 75F: 3 clusters Score -1405316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -436323.406250 Penalty: 2050.327393
	Iteration 0F: 2 clusters Score -436323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -432485.156250 Penalty: 4100.654785
	Iteration 0F: 3 clusters Score -432485.2 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -433340.218750 Penalty: 4100.654785
	Iteration 1F: 3 clusters Score -433340.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -433531.281250 Penalty: 4100.654785
	Iteration 2F: 3 clusters Score -433531.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -433635.125000 Penalty: 4100.654785
	Iteration 3Q: 3 clusters Score -433635.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -433700.437500 Penalty: 4100.654785
	Iteration 4Q: 3 clusters Score -433700.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -433758.687500 Penalty: 4100.654785
	Iteration 5Q: 3 clusters Score -433758.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433814.593750 Penalty: 4100.654785
	Iteration 6Q: 3 clusters Score -433814.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -433880.250000 Penalty: 4100.654785
	Iteration 7Q: 3 clusters Score -433880.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -433950.718750 Penalty: 4100.654785
	Iteration 8Q: 3 clusters Score -433950.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -434021.937500 Penalty: 4100.654785
	Iteration 9Q: 3 clusters Score -434021.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -434121.750000 Penalty: 4100.654785
	Iteration 10Q: 3 clusters Score -434121.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -434269.781250 Penalty: 4100.654785
	Iteration 11Q: 3 clusters Score -434269.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -434442.343750 Penalty: 4100.654785
	Iteration 12Q: 3 clusters Score -434442.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -434659.531250 Penalty: 4100.654785
	Iteration 13Q: 3 clusters Score -434659.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -434866.687500 Penalty: 4100.654785
	Iteration 14Q: 3 clusters Score -434866.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -435094.718750 Penalty: 4100.654785
	Iteration 15Q: 3 clusters Score -435094.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -435306.062500 Penalty: 4100.654785
	Iteration 16Q: 3 clusters Score -435306.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -435551.625000 Penalty: 4100.654785
	Iteration 17Q: 3 clusters Score -435551.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -435797.718750 Penalty: 4100.654785
	Iteration 18Q: 3 clusters Score -435797.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -436020.250000 Penalty: 4100.654785
	Iteration 19Q: 3 clusters Score -436020.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -436117.562500 Penalty: 4100.654785
	Iteration 20F: 3 clusters Score -436117.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -436164.500000 Penalty: 4100.654785
	Iteration 21Q: 3 clusters Score -436164.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -436191.687500 Penalty: 4100.654785
	Iteration 22Q: 3 clusters Score -436191.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -436199.656250 Penalty: 4100.654785
	Iteration 23Q: 3 clusters Score -436199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -436208.375000 Penalty: 4100.654785
	Iteration 24Q: 3 clusters Score -436208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -436214.843750 Penalty: 4100.654785
	Iteration 25Q: 3 clusters Score -436214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -436217.531250 Penalty: 4100.654785
	Iteration 26Q: 3 clusters Score -436217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -436220.906250 Penalty: 4100.654785
	Iteration 27Q: 3 clusters Score -436220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -436221.781250 Penalty: 4100.654785
	Iteration 28Q: 3 clusters Score -436221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -436223.812500 Penalty: 4100.654785
	Iteration 29Q: 3 clusters Score -436223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -436223.593750 Penalty: 4100.654785
	Iteration 30Q: 3 clusters Score -436223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -436223.593750 Penalty: 4100.654785
	Iteration 31F: 3 clusters Score -436223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344906 members 
Entering Unmasked Estep 
Score: -38792304.000000 Penalty: 3162.254639
	Iteration 0F: 2 clusters Score -3.87923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172149 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -38595916.000000 Penalty: 6324.509277
	Iteration 0F: 3 clusters Score -3.859592e+07 nChanged 167177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 178372 members 
Entering Unmasked Estep 
Score: -38696980.000000 Penalty: 6324.509277
	Iteration 1F: 3 clusters Score -3.869698e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162588 members 
Mstep: Class 2 contains 182318 members 
Entering Unmasked Estep 
Score: -38699600.000000 Penalty: 6324.509277
	Iteration 2Q: 3 clusters Score -3.86996e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156630 members 
Mstep: Class 2 contains 188276 members 
Entering Unmasked Estep 
Score: -38703188.000000 Penalty: 6324.509277
	Iteration 3Q: 3 clusters Score -3.870319e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 197020 members 
Entering Unmasked Estep 
Score: -38707492.000000 Penalty: 6324.509277
	Iteration 4Q: 3 clusters Score -3.870749e+07 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 209612 members 
Entering Unmasked Estep 
Score: -38714916.000000 Penalty: 6324.509277
	Iteration 5Q: 3 clusters Score -3.871492e+07 nChanged 19309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 226841 members 
Entering Unmasked Estep 
Score: -38726080.000000 Penalty: 6324.509277
	Iteration 6F: 3 clusters Score -3.872608e+07 nChanged 22826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 248509 members 
Entering Unmasked Estep 
Score: -38742072.000000 Penalty: 6324.509277
	Iteration 7F: 3 clusters Score -3.874207e+07 nChanged 25046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 273105 members 
Entering Unmasked Estep 
Score: -38761536.000000 Penalty: 6324.509277
	Iteration 8F: 3 clusters Score -3.876154e+07 nChanged 24059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 297060 members 
Entering Unmasked Estep 
Score: -38778120.000000 Penalty: 6324.509277
	Iteration 9F: 3 clusters Score -3.877812e+07 nChanged 19378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 316396 members 
Entering Unmasked Estep 
Score: -38784972.000000 Penalty: 6324.509277
	Iteration 10F: 3 clusters Score -3.878497e+07 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 329203 members 
Entering Unmasked Estep 
Score: -38787616.000000 Penalty: 6324.509277
	Iteration 11Q: 3 clusters Score -3.878762e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 336204 members 
Entering Unmasked Estep 
Score: -38788520.000000 Penalty: 6324.509277
	Iteration 12Q: 3 clusters Score -3.878852e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 339740 members 
Entering Unmasked Estep 
Score: -38788984.000000 Penalty: 6324.509277
	Iteration 13Q: 3 clusters Score -3.878898e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 341646 members 
Entering Unmasked Estep 
Score: -38789236.000000 Penalty: 6324.509277
	Iteration 14Q: 3 clusters Score -3.878924e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 342635 members 
Entering Unmasked Estep 
Score: -38789464.000000 Penalty: 6324.509277
	Iteration 15Q: 3 clusters Score -3.878946e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 343176 members 
Entering Unmasked Estep 
Score: -38789692.000000 Penalty: 6324.509277
	Iteration 16Q: 3 clusters Score -3.878969e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 343476 members 
Entering Unmasked Estep 
Score: -38789716.000000 Penalty: 6324.509277
	Iteration 17Q: 3 clusters Score -3.878972e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 343658 members 
Entering Unmasked Estep 
Score: -38789848.000000 Penalty: 6324.509277
	Iteration 18Q: 3 clusters Score -3.878985e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 343767 members 
Entering Unmasked Estep 
Score: -38789864.000000 Penalty: 6324.509277
	Iteration 19Q: 3 clusters Score -3.878986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 343834 members 
Entering Unmasked Estep 
Score: -38789888.000000 Penalty: 6324.509277
	Iteration 20F: 3 clusters Score -3.878989e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 343898 members 
Entering Unmasked Estep 
Score: -38789964.000000 Penalty: 6324.509277
	Iteration 21Q: 3 clusters Score -3.878996e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 343947 members 
Entering Unmasked Estep 
Score: -38789968.000000 Penalty: 6324.509277
	Iteration 22Q: 3 clusters Score -3.878997e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 343979 members 
Entering Unmasked Estep 
Score: -38790000.000000 Penalty: 6324.509277
	Iteration 23Q: 3 clusters Score -3.879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 344000 members 
Entering Unmasked Estep 
Score: -38789996.000000 Penalty: 6324.509277
	Iteration 24Q: 3 clusters Score -3.879e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 344017 members 
Entering Unmasked Estep 
Score: -38790040.000000 Penalty: 6324.509277
	Iteration 25Q: 3 clusters Score -3.879004e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 344040 members 
Entering Unmasked Estep 
Score: -38790080.000000 Penalty: 6324.509277
	Iteration 26Q: 3 clusters Score -3.879008e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 344052 members 
Entering Unmasked Estep 
Score: -38790088.000000 Penalty: 6324.509277
	Iteration 27Q: 3 clusters Score -3.879009e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 344067 members 
Entering Unmasked Estep 
Score: -38790156.000000 Penalty: 6324.509277
	Iteration 28Q: 3 clusters Score -3.879016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 344074 members 
Entering Unmasked Estep 
Score: -38790184.000000 Penalty: 6324.509277
	Iteration 29Q: 3 clusters Score -3.879018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 344080 members 
Entering Unmasked Estep 
Score: -38790208.000000 Penalty: 6324.509277
	Iteration 30Q: 3 clusters Score -3.879021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 344080 members 
Entering Unmasked Estep 
Score: -38790216.000000 Penalty: 6324.509277
	Iteration 31Q: 3 clusters Score -3.879022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 344085 members 
Entering Unmasked Estep 
Score: -38790236.000000 Penalty: 6324.509277
	Iteration 32Q: 3 clusters Score -3.879024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 344088 members 
Entering Unmasked Estep 
Score: -38790244.000000 Penalty: 6324.509277
	Iteration 33Q: 3 clusters Score -3.879024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 344077 members 
Entering Unmasked Estep 
Score: -38790212.000000 Penalty: 6324.509277
	Iteration 34Q: 3 clusters Score -3.879021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 344071 members 
Entering Unmasked Estep 
Score: -38790240.000000 Penalty: 6324.509277
	Iteration 35Q: 3 clusters Score -3.879024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 344070 members 
Entering Unmasked Estep 
Score: -38790260.000000 Penalty: 6324.509277
	Iteration 36Q: 3 clusters Score -3.879026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 344069 members 
Entering Unmasked Estep 
Score: -38790260.000000 Penalty: 6324.509277
	Iteration 37Q: 3 clusters Score -3.879026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 344068 members 
Entering Unmasked Estep 
Score: -38790280.000000 Penalty: 6324.509277
	Iteration 38Q: 3 clusters Score -3.879028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 344073 members 
Entering Unmasked Estep 
Score: -38790296.000000 Penalty: 6324.509277
	Iteration 39Q: 3 clusters Score -3.87903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 344068 members 
Entering Unmasked Estep 
Score: -38790364.000000 Penalty: 6324.509277
	Iteration 40F: 3 clusters Score -3.879036e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 344045 members 
Entering Unmasked Estep 
Score: -38790444.000000 Penalty: 6324.509277
	Iteration 41Q: 3 clusters Score -3.879044e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 344020 members 
Entering Unmasked Estep 
Score: -38790540.000000 Penalty: 6324.509277
	Iteration 42Q: 3 clusters Score -3.879054e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 343995 members 
Entering Unmasked Estep 
Score: -38790644.000000 Penalty: 6324.509277
	Iteration 43Q: 3 clusters Score -3.879064e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 343969 members 
Entering Unmasked Estep 
Score: -38790748.000000 Penalty: 6324.509277
	Iteration 44Q: 3 clusters Score -3.879075e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 343922 members 
Entering Unmasked Estep 
Score: -38790896.000000 Penalty: 6324.509277
	Iteration 45Q: 3 clusters Score -3.87909e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 343856 members 
Entering Unmasked Estep 
Score: -38791044.000000 Penalty: 6324.509277
	Iteration 46Q: 3 clusters Score -3.879104e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 343765 members 
Entering Unmasked Estep 
Score: -38791340.000000 Penalty: 6324.509277
	Iteration 47Q: 3 clusters Score -3.879134e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 343649 members 
Entering Unmasked Estep 
Score: -38791604.000000 Penalty: 6324.509277
	Iteration 48Q: 3 clusters Score -3.87916e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 343515 members 
Entering Unmasked Estep 
Score: -38791828.000000 Penalty: 6324.509277
	Iteration 49Q: 3 clusters Score -3.879183e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 343397 members 
Entering Unmasked Estep 
Score: -38792020.000000 Penalty: 6324.509277
	Iteration 50Q: 3 clusters Score -3.879202e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 343295 members 
Entering Unmasked Estep 
Score: -38792212.000000 Penalty: 6324.509277
	Iteration 51Q: 3 clusters Score -3.879221e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 343218 members 
Entering Unmasked Estep 
Score: -38792368.000000 Penalty: 6324.509277
	Iteration 52Q: 3 clusters Score -3.879237e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 343157 members 
Entering Unmasked Estep 
Score: -38792396.000000 Penalty: 6324.509277
	Iteration 53Q: 3 clusters Score -3.87924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 343104 members 
Entering Unmasked Estep 
Score: -38792436.000000 Penalty: 6324.509277
	Iteration 54Q: 3 clusters Score -3.879244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 343077 members 
Entering Unmasked Estep 
Score: -38792492.000000 Penalty: 6324.509277
	Iteration 55Q: 3 clusters Score -3.879249e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 343048 members 
Entering Unmasked Estep 
Score: -38792532.000000 Penalty: 6324.509277
	Iteration 56Q: 3 clusters Score -3.879253e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 343014 members 
Entering Unmasked Estep 
Score: -38792560.000000 Penalty: 6324.509277
	Iteration 57Q: 3 clusters Score -3.879256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 342983 members 
Entering Unmasked Estep 
Score: -38792580.000000 Penalty: 6324.509277
	Iteration 58Q: 3 clusters Score -3.879258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 342962 members 
Entering Unmasked Estep 
Score: -38792608.000000 Penalty: 6324.509277
	Iteration 59Q: 3 clusters Score -3.879261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 342942 members 
Entering Unmasked Estep 
Score: -38792824.000000 Penalty: 6324.509277
	Iteration 60F: 3 clusters Score -3.879282e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 342679 members 
Entering Unmasked Estep 
Score: -38793284.000000 Penalty: 6324.509277
	Iteration 61Q: 3 clusters Score -3.879328e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 342455 members 
Entering Unmasked Estep 
Score: -38793660.000000 Penalty: 6324.509277
	Iteration 62Q: 3 clusters Score -3.879366e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 342241 members 
Entering Unmasked Estep 
Score: -38793912.000000 Penalty: 6324.509277
	Iteration 63Q: 3 clusters Score -3.879391e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 342040 members 
Entering Unmasked Estep 
Score: -38794080.000000 Penalty: 6324.509277
	Iteration 64Q: 3 clusters Score -3.879408e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 341881 members 
Entering Unmasked Estep 
Score: -38794296.000000 Penalty: 6324.509277
	Iteration 65Q: 3 clusters Score -3.87943e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 341724 members 
Entering Unmasked Estep 
Score: -38794492.000000 Penalty: 6324.509277
	Iteration 66Q: 3 clusters Score -3.879449e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 341580 members 
Entering Unmasked Estep 
Score: -38794648.000000 Penalty: 6324.509277
	Iteration 67Q: 3 clusters Score -3.879465e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 341460 members 
Entering Unmasked Estep 
Score: -38794740.000000 Penalty: 6324.509277
	Iteration 68Q: 3 clusters Score -3.879474e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 341339 members 
Entering Unmasked Estep 
Score: -38794812.000000 Penalty: 6324.509277
	Iteration 69Q: 3 clusters Score -3.879481e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 341247 members 
Entering Unmasked Estep 
Score: -38794888.000000 Penalty: 6324.509277
	Iteration 70Q: 3 clusters Score -3.879489e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 341144 members 
Entering Unmasked Estep 
Score: -38794984.000000 Penalty: 6324.509277
	Iteration 71Q: 3 clusters Score -3.879498e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 341053 members 
Entering Unmasked Estep 
Score: -38795084.000000 Penalty: 6324.509277
	Iteration 72Q: 3 clusters Score -3.879508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 340963 members 
Entering Unmasked Estep 
Score: -38795180.000000 Penalty: 6324.509277
	Iteration 73Q: 3 clusters Score -3.879518e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 340895 members 
Entering Unmasked Estep 
Score: -38795264.000000 Penalty: 6324.509277
	Iteration 74Q: 3 clusters Score -3.879526e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 340828 members 
Entering Unmasked Estep 
Score: -38795284.000000 Penalty: 6324.509277
	Iteration 75Q: 3 clusters Score -3.879528e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 340759 members 
Entering Unmasked Estep 
Score: -38795356.000000 Penalty: 6324.509277
	Iteration 76Q: 3 clusters Score -3.879536e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 340697 members 
Entering Unmasked Estep 
Score: -38795412.000000 Penalty: 6324.509277
	Iteration 77Q: 3 clusters Score -3.879541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 340645 members 
Entering Unmasked Estep 
Score: -38795492.000000 Penalty: 6324.509277
	Iteration 78Q: 3 clusters Score -3.879549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 340603 members 
Entering Unmasked Estep 
Score: -38795520.000000 Penalty: 6324.509277
	Iteration 79Q: 3 clusters Score -3.879552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 340572 members 
Entering Unmasked Estep 
Score: -38795556.000000 Penalty: 6324.509277
	Iteration 80F: 3 clusters Score -3.879556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 340523 members 
Entering Unmasked Estep 
Score: -38795648.000000 Penalty: 6324.509277
	Iteration 81Q: 3 clusters Score -3.879565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 340479 members 
Entering Unmasked Estep 
Score: -38795668.000000 Penalty: 6324.509277
	Iteration 82Q: 3 clusters Score -3.879567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 340442 members 
Entering Unmasked Estep 
Score: -38795712.000000 Penalty: 6324.509277
	Iteration 83Q: 3 clusters Score -3.879571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 340416 members 
Entering Unmasked Estep 
Score: -38795792.000000 Penalty: 6324.509277
	Iteration 84Q: 3 clusters Score -3.879579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 340396 members 
Entering Unmasked Estep 
Score: -38795756.000000 Penalty: 6324.509277
	Iteration 85Q: 3 clusters Score -3.879576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 340376 members 
Entering Unmasked Estep 
Score: -38795812.000000 Penalty: 6324.509277
	Iteration 86Q: 3 clusters Score -3.879581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 340356 members 
Entering Unmasked Estep 
Score: -38795812.000000 Penalty: 6324.509277
	Iteration 87Q: 3 clusters Score -3.879581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 340342 members 
Entering Unmasked Estep 
Score: -38795856.000000 Penalty: 6324.509277
	Iteration 88Q: 3 clusters Score -3.879586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 340325 members 
Entering Unmasked Estep 
Score: -38795832.000000 Penalty: 6324.509277
	Iteration 89Q: 3 clusters Score -3.879583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 340312 members 
Entering Unmasked Estep 
Score: -38795860.000000 Penalty: 6324.509277
	Iteration 90Q: 3 clusters Score -3.879586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 340297 members 
Entering Unmasked Estep 
Score: -38795880.000000 Penalty: 6324.509277
	Iteration 91Q: 3 clusters Score -3.879588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 340288 members 
Entering Unmasked Estep 
Score: -38795896.000000 Penalty: 6324.509277
	Iteration 92Q: 3 clusters Score -3.87959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 340279 members 
Entering Unmasked Estep 
Score: -38795872.000000 Penalty: 6324.509277
	Iteration 93Q: 3 clusters Score -3.879587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 340269 members 
Entering Unmasked Estep 
Score: -38795896.000000 Penalty: 6324.509277
	Iteration 94Q: 3 clusters Score -3.87959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 340264 members 
Entering Unmasked Estep 
Score: -38795924.000000 Penalty: 6324.509277
	Iteration 95Q: 3 clusters Score -3.879592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 340256 members 
Entering Unmasked Estep 
Score: -38795912.000000 Penalty: 6324.509277
	Iteration 96Q: 3 clusters Score -3.879591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 340250 members 
Entering Unmasked Estep 
Score: -38795964.000000 Penalty: 6324.509277
	Iteration 97Q: 3 clusters Score -3.879596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 340246 members 
Entering Unmasked Estep 
Score: -38795948.000000 Penalty: 6324.509277
	Iteration 98Q: 3 clusters Score -3.879595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 340239 members 
Entering Unmasked Estep 
Score: -38795952.000000 Penalty: 6324.509277
	Iteration 99Q: 3 clusters Score -3.879595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 340236 members 
Entering Unmasked Estep 
Score: -38795936.000000 Penalty: 6324.509277
	Iteration 100F: 3 clusters Score -3.879594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 340232 members 
Entering Unmasked Estep 
Score: -38795944.000000 Penalty: 6324.509277
	Iteration 101Q: 3 clusters Score -3.879594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 340229 members 
Entering Unmasked Estep 
Score: -38795940.000000 Penalty: 6324.509277
	Iteration 102Q: 3 clusters Score -3.879594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 340224 members 
Entering Unmasked Estep 
Score: -38795952.000000 Penalty: 6324.509277
	Iteration 103Q: 3 clusters Score -3.879595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 340215 members 
Entering Unmasked Estep 
Score: -38795964.000000 Penalty: 6324.509277
	Iteration 104Q: 3 clusters Score -3.879596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 340212 members 
Entering Unmasked Estep 
Score: -38795952.000000 Penalty: 6324.509277
	Iteration 105Q: 3 clusters Score -3.879595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 340206 members 
Entering Unmasked Estep 
Score: -38795956.000000 Penalty: 6324.509277
	Iteration 106Q: 3 clusters Score -3.879596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 340200 members 
Entering Unmasked Estep 
Score: -38795952.000000 Penalty: 6324.509277
	Iteration 107Q: 3 clusters Score -3.879595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 340197 members 
Entering Unmasked Estep 
Score: -38795944.000000 Penalty: 6324.509277
	Iteration 108Q: 3 clusters Score -3.879594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 340193 members 
Entering Unmasked Estep 
Score: -38795952.000000 Penalty: 6324.509277
	Iteration 109Q: 3 clusters Score -3.879595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 340190 members 
Entering Unmasked Estep 
Score: -38795968.000000 Penalty: 6324.509277
	Iteration 110Q: 3 clusters Score -3.879597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 340189 members 
Entering Unmasked Estep 
Score: -38795932.000000 Penalty: 6324.509277
	Iteration 111Q: 3 clusters Score -3.879593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 340186 members 
Entering Unmasked Estep 
Score: -38795956.000000 Penalty: 6324.509277
	Iteration 112Q: 3 clusters Score -3.879596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 340184 members 
Entering Unmasked Estep 
Score: -38795972.000000 Penalty: 6324.509277
	Iteration 113Q: 3 clusters Score -3.879597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 340182 members 
Entering Unmasked Estep 
Score: -38795980.000000 Penalty: 6324.509277
	Iteration 114Q: 3 clusters Score -3.879598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 340180 members 
Entering Unmasked Estep 
Score: -38795960.000000 Penalty: 6324.509277
	Iteration 115Q: 3 clusters Score -3.879596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 340179 members 
Entering Unmasked Estep 
Score: -38795972.000000 Penalty: 6324.509277
	Iteration 116Q: 3 clusters Score -3.879597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 340179 members 
Entering Unmasked Estep 
Score: -38795972.000000 Penalty: 6324.509277
	Iteration 117F: 3 clusters Score -3.879597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 40202 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 340179 members 
Entering Unmasked Estep 
Score: -110888848.000000 Penalty: 102883.750000
Splitting cluster 14 changes total score from -110885800.000000 to -110888848.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (108800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Entering Unmasked Estep 
Score: -12320031.000000 Penalty: 2876.122070
	Iteration 0F: 2 clusters Score -1.232003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -12247192.000000 Penalty: 5752.244141
	Iteration 0F: 3 clusters Score -1.224719e+07 nChanged 51516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -12276954.000000 Penalty: 5752.244141
	Iteration 1F: 3 clusters Score -1.227695e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -12277916.000000 Penalty: 5752.244141
	Iteration 2Q: 3 clusters Score -1.227792e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -12278998.000000 Penalty: 5752.244141
	Iteration 3Q: 3 clusters Score -1.2279e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -12280466.000000 Penalty: 5752.244141
	Iteration 4Q: 3 clusters Score -1.228047e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -12282347.000000 Penalty: 5752.244141
	Iteration 5Q: 3 clusters Score -1.228235e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -12284931.000000 Penalty: 5752.244141
	Iteration 6F: 3 clusters Score -1.228493e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -12288915.000000 Penalty: 5752.244141
	Iteration 7F: 3 clusters Score -1.228892e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -12294729.000000 Penalty: 5752.244141
	Iteration 8F: 3 clusters Score -1.229473e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -12301780.000000 Penalty: 5752.244141
	Iteration 9F: 3 clusters Score -1.230178e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -12308919.000000 Penalty: 5752.244141
	Iteration 10F: 3 clusters Score -1.230892e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -12313867.000000 Penalty: 5752.244141
	Iteration 11Q: 3 clusters Score -1.231387e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -12316162.000000 Penalty: 5752.244141
	Iteration 12Q: 3 clusters Score -1.231616e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -12316975.000000 Penalty: 5752.244141
	Iteration 13Q: 3 clusters Score -1.231698e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -12317212.000000 Penalty: 5752.244141
	Iteration 14Q: 3 clusters Score -1.231721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -12317316.000000 Penalty: 5752.244141
	Iteration 15Q: 3 clusters Score -1.231732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 108553 members 
Entering Unmasked Estep 
Score: -12317365.000000 Penalty: 5752.244141
	Iteration 16Q: 3 clusters Score -1.231736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -12317425.000000 Penalty: 5752.244141
	Iteration 17Q: 3 clusters Score -1.231742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -12317446.000000 Penalty: 5752.244141
	Iteration 18Q: 3 clusters Score -1.231745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -12317479.000000 Penalty: 5752.244141
	Iteration 19Q: 3 clusters Score -1.231748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -12317475.000000 Penalty: 5752.244141
	Iteration 20F: 3 clusters Score -1.231748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -12317477.000000 Penalty: 5752.244141
	Iteration 21Q: 3 clusters Score -1.231748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -12317479.000000 Penalty: 5752.244141
	Iteration 22Q: 3 clusters Score -1.231748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -12317482.000000 Penalty: 5752.244141
	Iteration 23Q: 3 clusters Score -1.231748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -12317483.000000 Penalty: 5752.244141
	Iteration 24Q: 3 clusters Score -1.231748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -12317483.000000 Penalty: 5752.244141
	Iteration 25F: 3 clusters Score -1.231748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Entering Unmasked Estep 
Score: -5750953.500000 Penalty: 2686.165283
	Iteration 0F: 2 clusters Score -5750954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5716788.500000 Penalty: 5372.330566
	Iteration 0F: 3 clusters Score -5716788 nChanged 23452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -5730211.000000 Penalty: 5372.330566
	Iteration 1F: 3 clusters Score -5730211 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5731233.000000 Penalty: 5372.330566
	Iteration 2Q: 3 clusters Score -5731233 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5732386.000000 Penalty: 5372.330566
	Iteration 3F: 3 clusters Score -5732386 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -5733884.500000 Penalty: 5372.330566
	Iteration 4F: 3 clusters Score -5733884 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5735703.000000 Penalty: 5372.330566
	Iteration 5F: 3 clusters Score -5735703 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5737644.500000 Penalty: 5372.330566
	Iteration 6F: 3 clusters Score -5737644 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5739618.500000 Penalty: 5372.330566
	Iteration 7F: 3 clusters Score -5739618 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -5741538.500000 Penalty: 5372.330566
	Iteration 8F: 3 clusters Score -5741538 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5743361.500000 Penalty: 5372.330566
	Iteration 9Q: 3 clusters Score -5743362 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5744962.500000 Penalty: 5372.330566
	Iteration 10Q: 3 clusters Score -5744962 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5746215.500000 Penalty: 5372.330566
	Iteration 11Q: 3 clusters Score -5746216 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -5746993.500000 Penalty: 5372.330566
	Iteration 12Q: 3 clusters Score -5746994 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5747454.500000 Penalty: 5372.330566
	Iteration 13Q: 3 clusters Score -5747454 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5747650.500000 Penalty: 5372.330566
	Iteration 14Q: 3 clusters Score -5747650 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5747767.500000 Penalty: 5372.330566
	Iteration 15Q: 3 clusters Score -5747768 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5747801.000000 Penalty: 5372.330566
	Iteration 16Q: 3 clusters Score -5747801 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -5747812.500000 Penalty: 5372.330566
	Iteration 17Q: 3 clusters Score -5747812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5747854.000000 Penalty: 5372.330566
	Iteration 18Q: 3 clusters Score -5747854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -5747879.500000 Penalty: 5372.330566
	Iteration 19Q: 3 clusters Score -5747880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5747881.000000 Penalty: 5372.330566
	Iteration 20F: 3 clusters Score -5747881 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5747884.500000 Penalty: 5372.330566
	Iteration 21Q: 3 clusters Score -5747884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -5747901.500000 Penalty: 5372.330566
	Iteration 22Q: 3 clusters Score -5747902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5747907.500000 Penalty: 5372.330566
	Iteration 23Q: 3 clusters Score -5747908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5747905.000000 Penalty: 5372.330566
	Iteration 24Q: 3 clusters Score -5747905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -5747914.000000 Penalty: 5372.330566
	Iteration 25Q: 3 clusters Score -5747914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -5747922.000000 Penalty: 5372.330566
	Iteration 26Q: 3 clusters Score -5747922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -5747929.500000 Penalty: 5372.330566
	Iteration 27Q: 3 clusters Score -5747930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -5747942.000000 Penalty: 5372.330566
	Iteration 28Q: 3 clusters Score -5747942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -5747944.000000 Penalty: 5372.330566
	Iteration 29Q: 3 clusters Score -5747944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -5747947.500000 Penalty: 5372.330566
	Iteration 30Q: 3 clusters Score -5747948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -5747969.000000 Penalty: 5372.330566
	Iteration 31Q: 3 clusters Score -5747969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -5747966.500000 Penalty: 5372.330566
	Iteration 32Q: 3 clusters Score -5747966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -5747970.000000 Penalty: 5372.330566
	Iteration 33Q: 3 clusters Score -5747970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -5747970.500000 Penalty: 5372.330566
	Iteration 34Q: 3 clusters Score -5747970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5747970.500000 Penalty: 5372.330566
	Iteration 35Q: 3 clusters Score -5747970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -5747977.500000 Penalty: 5372.330566
	Iteration 36Q: 3 clusters Score -5747978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5747966.500000 Penalty: 5372.330566
	Iteration 37Q: 3 clusters Score -5747966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -5747973.000000 Penalty: 5372.330566
	Iteration 38Q: 3 clusters Score -5747973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5747979.500000 Penalty: 5372.330566
	Iteration 39Q: 3 clusters Score -5747980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -5748000.500000 Penalty: 5372.330566
	Iteration 40F: 3 clusters Score -5748000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5747994.500000 Penalty: 5372.330566
	Iteration 41Q: 3 clusters Score -5747994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -5747994.500000 Penalty: 5372.330566
	Iteration 42Q: 3 clusters Score -5747994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -5747992.500000 Penalty: 5372.330566
	Iteration 43Q: 3 clusters Score -5747992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -5747989.000000 Penalty: 5372.330566
	Iteration 44Q: 3 clusters Score -5747989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5747986.000000 Penalty: 5372.330566
	Iteration 45Q: 3 clusters Score -5747986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5747999.000000 Penalty: 5372.330566
	Iteration 46Q: 3 clusters Score -5747999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -5748002.500000 Penalty: 5372.330566
	Iteration 47Q: 3 clusters Score -5748002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5747998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -5748004.000000 Penalty: 5372.330566
	Iteration 49Q: 3 clusters Score -5748004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5748011.500000 Penalty: 5372.330566
	Iteration 50Q: 3 clusters Score -5748012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -5748004.000000 Penalty: 5372.330566
	Iteration 51Q: 3 clusters Score -5748004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5748000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -5748004.500000 Penalty: 5372.330566
	Iteration 53Q: 3 clusters Score -5748004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5748008.000000 Penalty: 5372.330566
	Iteration 54Q: 3 clusters Score -5748008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5748007.000000 Penalty: 5372.330566
	Iteration 55Q: 3 clusters Score -5748007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -5748019.500000 Penalty: 5372.330566
	Iteration 56Q: 3 clusters Score -5748020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5748020.500000 Penalty: 5372.330566
	Iteration 57Q: 3 clusters Score -5748020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5748023.000000 Penalty: 5372.330566
	Iteration 58Q: 3 clusters Score -5748023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5748022.000000 Penalty: 5372.330566
	Iteration 59Q: 3 clusters Score -5748022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -5748024.500000 Penalty: 5372.330566
	Iteration 60F: 3 clusters Score -5748024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5748036.000000 Penalty: 5372.330566
	Iteration 61Q: 3 clusters Score -5748036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -5748034.000000 Penalty: 5372.330566
	Iteration 62Q: 3 clusters Score -5748034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5748036.000000 Penalty: 5372.330566
	Iteration 63Q: 3 clusters Score -5748036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -5748040.500000 Penalty: 5372.330566
	Iteration 64Q: 3 clusters Score -5748040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5748056.500000 Penalty: 5372.330566
	Iteration 65Q: 3 clusters Score -5748056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -5748062.000000 Penalty: 5372.330566
	Iteration 66Q: 3 clusters Score -5748062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5748054.000000 Penalty: 5372.330566
	Iteration 67Q: 3 clusters Score -5748054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -5748069.000000 Penalty: 5372.330566
	Iteration 68Q: 3 clusters Score -5748069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -5748072.000000 Penalty: 5372.330566
	Iteration 69Q: 3 clusters Score -5748072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -5748080.000000 Penalty: 5372.330566
	Iteration 70Q: 3 clusters Score -5748080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5748097.000000 Penalty: 5372.330566
	Iteration 71Q: 3 clusters Score -5748097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5748098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5748099.500000 Penalty: 5372.330566
	Iteration 73Q: 3 clusters Score -5748100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5748097.500000 Penalty: 5372.330566
	Iteration 74Q: 3 clusters Score -5748098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -5748092.000000 Penalty: 5372.330566
	Iteration 75Q: 3 clusters Score -5748092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5748100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5748083.000000 Penalty: 5372.330566
	Iteration 77Q: 3 clusters Score -5748083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5748086.000000 Penalty: 5372.330566
	Iteration 78Q: 3 clusters Score -5748086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5748095.000000 Penalty: 5372.330566
	Iteration 79Q: 3 clusters Score -5748095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -5748101.500000 Penalty: 5372.330566
	Iteration 80F: 3 clusters Score -5748102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -5748101.000000 Penalty: 5372.330566
	Iteration 81Q: 3 clusters Score -5748101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5748116.500000 Penalty: 5372.330566
	Iteration 82Q: 3 clusters Score -5748116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5748111.500000 Penalty: 5372.330566
	Iteration 83Q: 3 clusters Score -5748112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -5748109.500000 Penalty: 5372.330566
	Iteration 84Q: 3 clusters Score -5748110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5748110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5748106.500000 Penalty: 5372.330566
	Iteration 86Q: 3 clusters Score -5748106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -5748103.000000 Penalty: 5372.330566
	Iteration 87Q: 3 clusters Score -5748103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5748093.500000 Penalty: 5372.330566
	Iteration 88Q: 3 clusters Score -5748094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5748091.500000 Penalty: 5372.330566
	Iteration 89Q: 3 clusters Score -5748092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -5748091.500000 Penalty: 5372.330566
	Iteration 90Q: 3 clusters Score -5748092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5748102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5748099.000000 Penalty: 5372.330566
	Iteration 92Q: 3 clusters Score -5748099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5748102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5748092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -5748105.000000 Penalty: 5372.330566
	Iteration 95Q: 3 clusters Score -5748105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5748099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5748100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5748101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5748114.000000 Penalty: 5372.330566
	Iteration 99Q: 3 clusters Score -5748114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -5748107.500000 Penalty: 5372.330566
	Iteration 100F: 3 clusters Score -5748108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5748110.500000 Penalty: 5372.330566
	Iteration 101Q: 3 clusters Score -5748110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -5748112.500000 Penalty: 5372.330566
	Iteration 102Q: 3 clusters Score -5748112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5748119.000000 Penalty: 5372.330566
	Iteration 103Q: 3 clusters Score -5748119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -5748121.500000 Penalty: 5372.330566
	Iteration 104Q: 3 clusters Score -5748122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -5748115.000000 Penalty: 5372.330566
	Iteration 105Q: 3 clusters Score -5748115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5748122.000000 Penalty: 5372.330566
	Iteration 106Q: 3 clusters Score -5748122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5748126.000000 Penalty: 5372.330566
	Iteration 107Q: 3 clusters Score -5748126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5748120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -5748122.000000 Penalty: 5372.330566
	Iteration 109Q: 3 clusters Score -5748122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5748119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5748117.000000 Penalty: 5372.330566
	Iteration 111Q: 3 clusters Score -5748117 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5748120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -5748127.500000 Penalty: 5372.330566
	Iteration 113Q: 3 clusters Score -5748128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5748130.000000 Penalty: 5372.330566
	Iteration 114Q: 3 clusters Score -5748130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5748133.000000 Penalty: 5372.330566
	Iteration 115Q: 3 clusters Score -5748133 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5748139.000000 Penalty: 5372.330566
	Iteration 116Q: 3 clusters Score -5748139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5748140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -5748144.000000 Penalty: 5372.330566
	Iteration 118Q: 3 clusters Score -5748144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5748140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5748140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -5748155.000000 Penalty: 5372.330566
	Iteration 121Q: 3 clusters Score -5748155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -5748161.500000 Penalty: 5372.330566
	Iteration 122Q: 3 clusters Score -5748162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5748160.000000 Penalty: 5372.330566
	Iteration 123Q: 3 clusters Score -5748160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5748171.000000 Penalty: 5372.330566
	Iteration 124Q: 3 clusters Score -5748171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5748176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5748177.000000 Penalty: 5372.330566
	Iteration 126Q: 3 clusters Score -5748177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5748188.500000 Penalty: 5372.330566
	Iteration 127Q: 3 clusters Score -5748188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5748186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -5748181.000000 Penalty: 5372.330566
	Iteration 129Q: 3 clusters Score -5748181 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5748196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5748186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5748193.000000 Penalty: 5372.330566
	Iteration 132Q: 3 clusters Score -5748193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -5748199.000000 Penalty: 5372.330566
	Iteration 133Q: 3 clusters Score -5748199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5748192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5748194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5748211.500000 Penalty: 5372.330566
	Iteration 136Q: 3 clusters Score -5748212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5748214.000000 Penalty: 5372.330566
	Iteration 137Q: 3 clusters Score -5748214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5748222.500000 Penalty: 5372.330566
	Iteration 138Q: 3 clusters Score -5748222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5748212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5748212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -5748204.000000 Penalty: 5372.330566
	Iteration 141Q: 3 clusters Score -5748204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5748214 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -5748216.000000 Penalty: 5372.330566
	Iteration 143Q: 3 clusters Score -5748216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5748216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5748216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5748218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5748212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5748212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5748229.500000 Penalty: 5372.330566
	Iteration 149Q: 3 clusters Score -5748230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5748235.000000 Penalty: 5372.330566
	Iteration 150Q: 3 clusters Score -5748235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5748222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5748224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5748224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5748224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5748224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5748235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5748222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5748224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5748229.000000 Penalty: 5372.330566
	Iteration 159Q: 3 clusters Score -5748229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5748239.000000 Penalty: 5372.330566
	Iteration 160F: 3 clusters Score -5748239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -5748238.000000 Penalty: 5372.330566
	Iteration 161Q: 3 clusters Score -5748238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -5748237.000000 Penalty: 5372.330566
	Iteration 162Q: 3 clusters Score -5748237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5748238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5748242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5748240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5748239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5748242.000000 Penalty: 5372.330566
	Iteration 167Q: 3 clusters Score -5748242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5748238 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5748231.000000 Penalty: 5372.330566
	Iteration 169Q: 3 clusters Score -5748231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5748230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5748238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5748238 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44930 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5748236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5748250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5748246.500000 Penalty: 5372.330566
	Iteration 175Q: 3 clusters Score -5748246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5748250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5748258 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45030 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5748260 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -5748259.000000 Penalty: 5372.330566
	Iteration 179Q: 3 clusters Score -5748259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5748269.000000 Penalty: 5372.330566
	Iteration 180F: 3 clusters Score -5748269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5748273.500000 Penalty: 5372.330566
	Iteration 181Q: 3 clusters Score -5748274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5748274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5748274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5748280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5748285.500000 Penalty: 5372.330566
	Iteration 185Q: 3 clusters Score -5748286 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5748282 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5748291.000000 Penalty: 5372.330566
	Iteration 187Q: 3 clusters Score -5748291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5748293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5748284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -5748298.000000 Penalty: 5372.330566
	Iteration 190Q: 3 clusters Score -5748298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5748305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5748314.500000 Penalty: 5372.330566
	Iteration 192Q: 3 clusters Score -5748314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5748326.000000 Penalty: 5372.330566
	Iteration 193Q: 3 clusters Score -5748326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5748323.000000 Penalty: 5372.330566
	Iteration 194Q: 3 clusters Score -5748323 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5748332 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5748331.000000 Penalty: 5372.330566
	Iteration 196Q: 3 clusters Score -5748331 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5748340.500000 Penalty: 5372.330566
	Iteration 197Q: 3 clusters Score -5748340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5748344.000000 Penalty: 5372.330566
	Iteration 198Q: 3 clusters Score -5748344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5748356.500000 Penalty: 5372.330566
	Iteration 199Q: 3 clusters Score -5748356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5748368.000000 Penalty: 5372.330566
	Iteration 200F: 3 clusters Score -5748368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5748374 nChanged 57
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Mstep: Class 1 contains 46031 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5748377 nChanged 58
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Mstep: Class 1 contains 46085 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5748386 nChanged 67
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Mstep: Class 1 contains 46148 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5748408 nChanged 69
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Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5748415.500000 Penalty: 5372.330566
	Iteration 205Q: 3 clusters Score -5748416 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
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Entering Unmasked Estep 
Score: -5748423.500000 Penalty: 5372.330566
	Iteration 206Q: 3 clusters Score -5748424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5748460.000000 Penalty: 5372.330566
	Iteration 207Q: 3 clusters Score -5748460 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5748464.500000 Penalty: 5372.330566
	Iteration 208Q: 3 clusters Score -5748464 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -5748480.000000 Penalty: 5372.330566
	Iteration 209Q: 3 clusters Score -5748480 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5748501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5748526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5748532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5748546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5748540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5748539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5748549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5748552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5748574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5748575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5748564.000000 Penalty: 5372.330566
	Iteration 220F: 3 clusters Score -5748564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5748574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5748576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5748578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5748588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5748589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5748616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5748610.000000 Penalty: 5372.330566
	Iteration 227Q: 3 clusters Score -5748610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5748611.000000 Penalty: 5372.330566
	Iteration 228Q: 3 clusters Score -5748611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5748619.500000 Penalty: 5372.330566
	Iteration 229Q: 3 clusters Score -5748620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5748625.000000 Penalty: 5372.330566
	Iteration 230Q: 3 clusters Score -5748625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5748618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5748630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5748638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5748648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5748666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5748669 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5748676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5748676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5748689.000000 Penalty: 5372.330566
	Iteration 239Q: 3 clusters Score -5748689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5748682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5748686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5748689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5748694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5748697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5748700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5748701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5748694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5748706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5748701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5748706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5748708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5748719.000000 Penalty: 5372.330566
	Iteration 252Q: 3 clusters Score -5748719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5748728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5748738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5748738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5748740.500000 Penalty: 5372.330566
	Iteration 256Q: 3 clusters Score -5748740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5748736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5748740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5748751.000000 Penalty: 5372.330566
	Iteration 259Q: 3 clusters Score -5748751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5748756.000000 Penalty: 5372.330566
	Iteration 260F: 3 clusters Score -5748756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5748750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5748758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5748756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5748750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5748758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5748758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5748758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5748762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5748767.500000 Penalty: 5372.330566
	Iteration 269Q: 3 clusters Score -5748768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5748776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5748766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5748772.000000 Penalty: 5372.330566
	Iteration 272Q: 3 clusters Score -5748772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5748762 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5748767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5748774 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5748773 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5748777.000000 Penalty: 5372.330566
	Iteration 277Q: 3 clusters Score -5748777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5748790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5748787.500000 Penalty: 5372.330566
	Iteration 279Q: 3 clusters Score -5748788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5748783.000000 Penalty: 5372.330566
	Iteration 280F: 3 clusters Score -5748783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5748788 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5748789 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5748793.000000 Penalty: 5372.330566
	Iteration 283Q: 3 clusters Score -5748793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5748798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5748794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5748818.000000 Penalty: 5372.330566
	Iteration 286Q: 3 clusters Score -5748818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5748815.500000 Penalty: 5372.330566
	Iteration 287Q: 3 clusters Score -5748816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5748814 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5748815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5748830.000000 Penalty: 5372.330566
	Iteration 290Q: 3 clusters Score -5748830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
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Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5748830 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5748836 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 2280 members 
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	Iteration 293Q: 3 clusters Score -5748830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5748832 nChanged 25
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Mstep: Class 1 contains 48335 members 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5748845 nChanged 25
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Mstep: Class 1 contains 48354 members 
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5748854 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48372 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5748854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5748856 nChanged 13
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Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5748863.000000 Penalty: 5372.330566
	Iteration 299Q: 3 clusters Score -5748863 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5748859.500000 Penalty: 5372.330566
	Iteration 300F: 3 clusters Score -5748860 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5748860 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5748857.000000 Penalty: 5372.330566
	Iteration 302Q: 3 clusters Score -5748857 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5748860.500000 Penalty: 5372.330566
	Iteration 303Q: 3 clusters Score -5748860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5748864.500000 Penalty: 5372.330566
	Iteration 304Q: 3 clusters Score -5748864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5748857.000000 Penalty: 5372.330566
	Iteration 305Q: 3 clusters Score -5748857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5748866.500000 Penalty: 5372.330566
	Iteration 306Q: 3 clusters Score -5748866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5748878.000000 Penalty: 5372.330566
	Iteration 307Q: 3 clusters Score -5748878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5748889.500000 Penalty: 5372.330566
	Iteration 308Q: 3 clusters Score -5748890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5748882.000000 Penalty: 5372.330566
	Iteration 309Q: 3 clusters Score -5748882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5748882.500000 Penalty: 5372.330566
	Iteration 310Q: 3 clusters Score -5748882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5748888.000000 Penalty: 5372.330566
	Iteration 311Q: 3 clusters Score -5748888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5748883.500000 Penalty: 5372.330566
	Iteration 312Q: 3 clusters Score -5748884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5748882.500000 Penalty: 5372.330566
	Iteration 313Q: 3 clusters Score -5748882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5748881.500000 Penalty: 5372.330566
	Iteration 314Q: 3 clusters Score -5748882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5748884.000000 Penalty: 5372.330566
	Iteration 315Q: 3 clusters Score -5748884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5748881.500000 Penalty: 5372.330566
	Iteration 316Q: 3 clusters Score -5748882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5748881.500000 Penalty: 5372.330566
	Iteration 317F: 3 clusters Score -5748882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -78927.585938 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -78927.59 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 466 members 
Entering Unmasked Estep 
Score: -77199.882812 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -77199.88 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78153.664062 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -78153.66 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78792.695312 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -78792.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79459.484375 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -79459.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80049.328125 Penalty: 3408.061279
	Iteration 4F: 3 clusters Score -80049.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80369.718750 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -80369.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80798.390625 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -80798.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81307.335938 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -81307.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81991.015625 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -81991.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82037.640625 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -82037.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82055.601562 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -82055.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82096.390625 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -82096.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82141.375000 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -82141.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -82256.296875 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -82256.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82475.304688 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -82475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83022.539062 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -83022.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83033.195312 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -83033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83034.289062 Penalty: 3408.061279
	Iteration 17F: 3 clusters Score -83034.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83051.718750 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -83051.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83063.750000 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -83063.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83068.203125 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -83068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83081.234375 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -83081.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83081.234375 Penalty: 3408.061279
	Iteration 22F: 3 clusters Score -83081.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 40202 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 340179 members 
Mstep: Class 31 contains 557 members 
Entering Unmasked Estep 
Score: -110891280.000000 Penalty: 106313.203125
Splitting cluster 17 changes total score from -110885800.000000 to -110891280.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -205346.531250 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -205346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -202805.531250 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -202805.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -203232.875000 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -203232.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -203358.296875 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -203358.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -203428.484375 Penalty: 3739.621094
	Iteration 3Q: 3 clusters Score -203428.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -203468.750000 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -203468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -203500.015625 Penalty: 3739.621094
	Iteration 5Q: 3 clusters Score -203500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -203522.765625 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -203522.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -203544.765625 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -203544.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203562.406250 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -203562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -203577.328125 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -203577.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -203587.578125 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -203587.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -203594.078125 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -203594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -203597.093750 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -203597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -203601.046875 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -203601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -203605.765625 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -203605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -203609.765625 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -203609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -203611.531250 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -203611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -203614.968750 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -203615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -203615.812500 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -203615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -203615.812500 Penalty: 3739.621094
	Iteration 19F: 3 clusters Score -203615.8 nChanged 0
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: -667454.875000 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -667454.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -661917.625000 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -661917.6 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -663546.437500 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -663546.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -664060.062500 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -664060.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -664638.062500 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -664638.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -665146.125000 Penalty: 4361.255371
	Iteration 4F: 3 clusters Score -665146.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -665545.812500 Penalty: 4361.255371
	Iteration 5F: 3 clusters Score -665545.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -665793.875000 Penalty: 4361.255371
	Iteration 6Q: 3 clusters Score -665793.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -665927.687500 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -665927.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -666009.187500 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -666009.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -666060.125000 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -666060.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -666098.187500 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -666098.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -666125.437500 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -666125.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -666144.437500 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -666144.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666164.625000 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -666164.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -666176.687500 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -666176.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -666186.500000 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -666186.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -666198.250000 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -666198.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -666205.500000 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -666205.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666213.812500 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -666213.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -666225.062500 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -666225.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -666233.812500 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -666233.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -666243.875000 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -666243.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -666249.750000 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -666249.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -666257.875000 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -666257.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -666264.812500 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -666264.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -666276.250000 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -666276.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -666282.000000 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -666282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -666286.125000 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -666286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -666290.875000 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -666290.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -666296.500000 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -666296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -666303.250000 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -666303.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -666308.687500 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -666308.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -666318.000000 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -666318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -666325.312500 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -666325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -666330.875000 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -666330.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -666338.062500 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -666338.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -666342.687500 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -666342.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -666346.875000 Penalty: 4361.255371
	Iteration 37Q: 3 clusters Score -666346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -666350.187500 Penalty: 4361.255371
	Iteration 38Q: 3 clusters Score -666350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -666353.312500 Penalty: 4361.255371
	Iteration 39Q: 3 clusters Score -666353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -666357.937500 Penalty: 4361.255371
	Iteration 40F: 3 clusters Score -666357.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -666360.625000 Penalty: 4361.255371
	Iteration 41Q: 3 clusters Score -666360.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -666363.625000 Penalty: 4361.255371
	Iteration 42Q: 3 clusters Score -666363.6 nChanged 13
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: -666365.000000 Penalty: 4361.255371
	Iteration 43Q: 3 clusters Score -666365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -666370.000000 Penalty: 4361.255371
	Iteration 44Q: 3 clusters Score -666370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -666373.250000 Penalty: 4361.255371
	Iteration 45Q: 3 clusters Score -666373.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -666374.875000 Penalty: 4361.255371
	Iteration 46Q: 3 clusters Score -666374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -666377.562500 Penalty: 4361.255371
	Iteration 47Q: 3 clusters Score -666377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -666377.687500 Penalty: 4361.255371
	Iteration 48Q: 3 clusters Score -666377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -666378.812500 Penalty: 4361.255371
	Iteration 49Q: 3 clusters Score -666378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -666379.937500 Penalty: 4361.255371
	Iteration 50Q: 3 clusters Score -666379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -666382.437500 Penalty: 4361.255371
	Iteration 51Q: 3 clusters Score -666382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -666383.812500 Penalty: 4361.255371
	Iteration 52Q: 3 clusters Score -666383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -666384.812500 Penalty: 4361.255371
	Iteration 53Q: 3 clusters Score -666384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -666386.875000 Penalty: 4361.255371
	Iteration 54Q: 3 clusters Score -666386.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -666387.562500 Penalty: 4361.255371
	Iteration 55Q: 3 clusters Score -666387.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -666393.750000 Penalty: 4361.255371
	Iteration 56Q: 3 clusters Score -666393.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -666395.500000 Penalty: 4361.255371
	Iteration 57Q: 3 clusters Score -666395.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -666398.312500 Penalty: 4361.255371
	Iteration 58Q: 3 clusters Score -666398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -666403.625000 Penalty: 4361.255371
	Iteration 59Q: 3 clusters Score -666403.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -666402.875000 Penalty: 4361.255371
	Iteration 60F: 3 clusters Score -666402.9 nChanged 9
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: -666406.687500 Penalty: 4361.255371
	Iteration 61Q: 3 clusters Score -666406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -666408.250000 Penalty: 4361.255371
	Iteration 62Q: 3 clusters Score -666408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -666408.187500 Penalty: 4361.255371
	Iteration 63Q: 3 clusters Score -666408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -666411.187500 Penalty: 4361.255371
	Iteration 64Q: 3 clusters Score -666411.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -666412.437500 Penalty: 4361.255371
	Iteration 65Q: 3 clusters Score -666412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -666412.625000 Penalty: 4361.255371
	Iteration 66Q: 3 clusters Score -666412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -666416.125000 Penalty: 4361.255371
	Iteration 67Q: 3 clusters Score -666416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -666417.187500 Penalty: 4361.255371
	Iteration 68Q: 3 clusters Score -666417.2 nChanged 12
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: -666420.937500 Penalty: 4361.255371
	Iteration 69Q: 3 clusters Score -666420.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -666421.250000 Penalty: 4361.255371
	Iteration 70Q: 3 clusters Score -666421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -666423.437500 Penalty: 4361.255371
	Iteration 71Q: 3 clusters Score -666423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -666424.812500 Penalty: 4361.255371
	Iteration 72Q: 3 clusters Score -666424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -666423.750000 Penalty: 4361.255371
	Iteration 73Q: 3 clusters Score -666423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -666424.187500 Penalty: 4361.255371
	Iteration 74Q: 3 clusters Score -666424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -666425.750000 Penalty: 4361.255371
	Iteration 75Q: 3 clusters Score -666425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -666425.750000 Penalty: 4361.255371
	Iteration 76Q: 3 clusters Score -666425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -666427.125000 Penalty: 4361.255371
	Iteration 77Q: 3 clusters Score -666427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -666429.250000 Penalty: 4361.255371
	Iteration 78Q: 3 clusters Score -666429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -666428.375000 Penalty: 4361.255371
	Iteration 79Q: 3 clusters Score -666428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -666429.312500 Penalty: 4361.255371
	Iteration 80F: 3 clusters Score -666429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -666430.187500 Penalty: 4361.255371
	Iteration 81Q: 3 clusters Score -666430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -666429.437500 Penalty: 4361.255371
	Iteration 82Q: 3 clusters Score -666429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -666429.437500 Penalty: 4361.255371
	Iteration 83F: 3 clusters Score -666429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -142713.703125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -142713.7 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 692 members 
Entering Unmasked Estep 
Score: -140531.343750 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -140531.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -140979.625000 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -140979.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141109.609375 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -141109.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -141181.765625 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -141181.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -141217.984375 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -141218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -141232.390625 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -141232.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141243.218750 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -141243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -141248.750000 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -141248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141256.078125 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -141256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -141259.015625 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -141259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -141260.312500 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -141260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141262.968750 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -141263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141264.750000 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -141264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141265.578125 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -141265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -141268.609375 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -141268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141270.406250 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -141270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -141271.515625 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -141271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -141271.515625 Penalty: 3587.793945
	Iteration 17F: 3 clusters Score -141271.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Entering Unmasked Estep 
Score: -1707073.750000 Penalty: 2382.994141
	Iteration 0F: 2 clusters Score -1707074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1696230.625000 Penalty: 4765.988281
	Iteration 0F: 3 clusters Score -1696231 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1699586.750000 Penalty: 4765.988281
	Iteration 1F: 3 clusters Score -1699587 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1699857.000000 Penalty: 4765.988281
	Iteration 2F: 3 clusters Score -1699857 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1700080.750000 Penalty: 4765.988281
	Iteration 3Q: 3 clusters Score -1700081 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1700257.250000 Penalty: 4765.988281
	Iteration 4Q: 3 clusters Score -1700257 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1700385.625000 Penalty: 4765.988281
	Iteration 5Q: 3 clusters Score -1700386 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1700502.250000 Penalty: 4765.988281
	Iteration 6Q: 3 clusters Score -1700502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1700618.125000 Penalty: 4765.988281
	Iteration 7Q: 3 clusters Score -1700618 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1700739.125000 Penalty: 4765.988281
	Iteration 8Q: 3 clusters Score -1700739 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1700877.375000 Penalty: 4765.988281
	Iteration 9Q: 3 clusters Score -1700877 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1701055.875000 Penalty: 4765.988281
	Iteration 10Q: 3 clusters Score -1701056 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1701313.750000 Penalty: 4765.988281
	Iteration 11Q: 3 clusters Score -1701314 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1701661.500000 Penalty: 4765.988281
	Iteration 12Q: 3 clusters Score -1701662 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1702174.250000 Penalty: 4765.988281
	Iteration 13F: 3 clusters Score -1702174 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1702797.375000 Penalty: 4765.988281
	Iteration 14F: 3 clusters Score -1702797 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1703444.875000 Penalty: 4765.988281
	Iteration 15F: 3 clusters Score -1703445 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1704000.750000 Penalty: 4765.988281
	Iteration 16Q: 3 clusters Score -1704001 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1704401.250000 Penalty: 4765.988281
	Iteration 17Q: 3 clusters Score -1704401 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1704699.875000 Penalty: 4765.988281
	Iteration 18Q: 3 clusters Score -1704700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1704874.250000 Penalty: 4765.988281
	Iteration 19Q: 3 clusters Score -1704874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1704973.375000 Penalty: 4765.988281
	Iteration 20F: 3 clusters Score -1704973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1705041.500000 Penalty: 4765.988281
	Iteration 21Q: 3 clusters Score -1705042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1705080.000000 Penalty: 4765.988281
	Iteration 22Q: 3 clusters Score -1705080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1705098.125000 Penalty: 4765.988281
	Iteration 23Q: 3 clusters Score -1705098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1705109.125000 Penalty: 4765.988281
	Iteration 24Q: 3 clusters Score -1705109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1705109.625000 Penalty: 4765.988281
	Iteration 25Q: 3 clusters Score -1705110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1705123.375000 Penalty: 4765.988281
	Iteration 26Q: 3 clusters Score -1705123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1705135.625000 Penalty: 4765.988281
	Iteration 27Q: 3 clusters Score -1705136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1705144.375000 Penalty: 4765.988281
	Iteration 28Q: 3 clusters Score -1705144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1705155.750000 Penalty: 4765.988281
	Iteration 29Q: 3 clusters Score -1705156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1705159.500000 Penalty: 4765.988281
	Iteration 30Q: 3 clusters Score -1705160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1705165.500000 Penalty: 4765.988281
	Iteration 31Q: 3 clusters Score -1705166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1705173.750000 Penalty: 4765.988281
	Iteration 32Q: 3 clusters Score -1705174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1705178.250000 Penalty: 4765.988281
	Iteration 33Q: 3 clusters Score -1705178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1705185.125000 Penalty: 4765.988281
	Iteration 34Q: 3 clusters Score -1705185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1705192.375000 Penalty: 4765.988281
	Iteration 35Q: 3 clusters Score -1705192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1705196.750000 Penalty: 4765.988281
	Iteration 36Q: 3 clusters Score -1705197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1705198.625000 Penalty: 4765.988281
	Iteration 37Q: 3 clusters Score -1705199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1705199.250000 Penalty: 4765.988281
	Iteration 38Q: 3 clusters Score -1705199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1705199.250000 Penalty: 4765.988281
	Iteration 39F: 3 clusters Score -1705199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -137539.046875 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -137539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135495.187500 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -135495.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138096.015625 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -138096 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139682.000000 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -139682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140462.828125 Penalty: 3682.681885
	Iteration 3F: 3 clusters Score -140462.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140860.875000 Penalty: 3682.681885
	Iteration 4F: 3 clusters Score -140860.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -141028.062500 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -141028.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -141227.593750 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -141227.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141494.171875 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -141494.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141720.234375 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -141720.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -142160.625000 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -142160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -142265.265625 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -142265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142267.031250 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -142267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142267.031250 Penalty: 3682.681885
	Iteration 12F: 3 clusters Score -142267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 40202 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 340179 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 990 members 
Entering Unmasked Estep 
Score: -110894376.000000 Penalty: 109742.664062
Splitting cluster 22 changes total score from -110885800.000000 to -110894376.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (64942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Entering Unmasked Estep 
Score: -7228444.000000 Penalty: 2748.150146
	Iteration 0F: 2 clusters Score -7228444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7184997.000000 Penalty: 5496.300293
	Iteration 0F: 3 clusters Score -7184997 nChanged 30177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7201465.500000 Penalty: 5496.300293
	Iteration 1F: 3 clusters Score -7201466 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -7201911.500000 Penalty: 5496.300293
	Iteration 2Q: 3 clusters Score -7201912 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -7202420.000000 Penalty: 5496.300293
	Iteration 3Q: 3 clusters Score -7202420 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -7202935.500000 Penalty: 5496.300293
	Iteration 4Q: 3 clusters Score -7202936 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -7203462.500000 Penalty: 5496.300293
	Iteration 5Q: 3 clusters Score -7203462 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -7204076.500000 Penalty: 5496.300293
	Iteration 6Q: 3 clusters Score -7204076 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -7204834.500000 Penalty: 5496.300293
	Iteration 7Q: 3 clusters Score -7204834 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7205942.500000 Penalty: 5496.300293
	Iteration 8Q: 3 clusters Score -7205942 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -7207542.500000 Penalty: 5496.300293
	Iteration 9Q: 3 clusters Score -7207542 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -7209909.500000 Penalty: 5496.300293
	Iteration 10F: 3 clusters Score -7209910 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -7213128.500000 Penalty: 5496.300293
	Iteration 11F: 3 clusters Score -7213128 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -7217041.000000 Penalty: 5496.300293
	Iteration 12F: 3 clusters Score -7217041 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -7220921.500000 Penalty: 5496.300293
	Iteration 13F: 3 clusters Score -7220922 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -7223603.500000 Penalty: 5496.300293
	Iteration 14Q: 3 clusters Score -7223604 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -7224977.500000 Penalty: 5496.300293
	Iteration 15Q: 3 clusters Score -7224978 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -7225579.000000 Penalty: 5496.300293
	Iteration 16Q: 3 clusters Score -7225579 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -7225837.000000 Penalty: 5496.300293
	Iteration 17Q: 3 clusters Score -7225837 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -7225974.500000 Penalty: 5496.300293
	Iteration 18Q: 3 clusters Score -7225974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -7226024.000000 Penalty: 5496.300293
	Iteration 19Q: 3 clusters Score -7226024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -7226066.000000 Penalty: 5496.300293
	Iteration 20F: 3 clusters Score -7226066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -7226079.500000 Penalty: 5496.300293
	Iteration 21Q: 3 clusters Score -7226080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -7226104.500000 Penalty: 5496.300293
	Iteration 22Q: 3 clusters Score -7226104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -7226111.000000 Penalty: 5496.300293
	Iteration 23Q: 3 clusters Score -7226111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -7226127.500000 Penalty: 5496.300293
	Iteration 24Q: 3 clusters Score -7226128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -7226133.500000 Penalty: 5496.300293
	Iteration 25Q: 3 clusters Score -7226134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -7226134.500000 Penalty: 5496.300293
	Iteration 26Q: 3 clusters Score -7226134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -7226152.000000 Penalty: 5496.300293
	Iteration 27Q: 3 clusters Score -7226152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -7226154.000000 Penalty: 5496.300293
	Iteration 28Q: 3 clusters Score -7226154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -7226152.000000 Penalty: 5496.300293
	Iteration 29Q: 3 clusters Score -7226152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -7226155.000000 Penalty: 5496.300293
	Iteration 30Q: 3 clusters Score -7226155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7226150.500000 Penalty: 5496.300293
	Iteration 31Q: 3 clusters Score -7226150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -7226164.000000 Penalty: 5496.300293
	Iteration 32Q: 3 clusters Score -7226164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -7226170.000000 Penalty: 5496.300293
	Iteration 33Q: 3 clusters Score -7226170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -7226173.500000 Penalty: 5496.300293
	Iteration 34Q: 3 clusters Score -7226174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -7226174.500000 Penalty: 5496.300293
	Iteration 35Q: 3 clusters Score -7226174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -7226181.000000 Penalty: 5496.300293
	Iteration 36Q: 3 clusters Score -7226181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -7226178.500000 Penalty: 5496.300293
	Iteration 37Q: 3 clusters Score -7226178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -7226180.500000 Penalty: 5496.300293
	Iteration 38Q: 3 clusters Score -7226180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -7226186.500000 Penalty: 5496.300293
	Iteration 39Q: 3 clusters Score -7226186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7226185.500000 Penalty: 5496.300293
	Iteration 40F: 3 clusters Score -7226186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -244985.875000 Penalty: 1915.004395
	Iteration 0F: 2 clusters Score -244985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -242189.328125 Penalty: 3830.008789
	Iteration 0F: 3 clusters Score -242189.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -242708.953125 Penalty: 3830.008789
	Iteration 1F: 3 clusters Score -242709 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -242822.671875 Penalty: 3830.008789
	Iteration 2F: 3 clusters Score -242822.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242897.500000 Penalty: 3830.008789
	Iteration 3Q: 3 clusters Score -242897.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -242970.875000 Penalty: 3830.008789
	Iteration 4Q: 3 clusters Score -242970.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -243024.906250 Penalty: 3830.008789
	Iteration 5Q: 3 clusters Score -243024.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -243063.109375 Penalty: 3830.008789
	Iteration 6Q: 3 clusters Score -243063.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -243085.296875 Penalty: 3830.008789
	Iteration 7Q: 3 clusters Score -243085.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -243099.484375 Penalty: 3830.008789
	Iteration 8Q: 3 clusters Score -243099.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -243119.656250 Penalty: 3830.008789
	Iteration 9Q: 3 clusters Score -243119.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -243132.078125 Penalty: 3830.008789
	Iteration 10Q: 3 clusters Score -243132.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -243148.453125 Penalty: 3830.008789
	Iteration 11Q: 3 clusters Score -243148.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -243161.281250 Penalty: 3830.008789
	Iteration 12Q: 3 clusters Score -243161.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243174.859375 Penalty: 3830.008789
	Iteration 13Q: 3 clusters Score -243174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -243184.656250 Penalty: 3830.008789
	Iteration 14Q: 3 clusters Score -243184.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -243190.468750 Penalty: 3830.008789
	Iteration 15Q: 3 clusters Score -243190.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -243196.843750 Penalty: 3830.008789
	Iteration 16Q: 3 clusters Score -243196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -243202.468750 Penalty: 3830.008789
	Iteration 17Q: 3 clusters Score -243202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -243209.937500 Penalty: 3830.008789
	Iteration 18Q: 3 clusters Score -243209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -243216.500000 Penalty: 3830.008789
	Iteration 19Q: 3 clusters Score -243216.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -243226.750000 Penalty: 3830.008789
	Iteration 20F: 3 clusters Score -243226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -243237.453125 Penalty: 3830.008789
	Iteration 21Q: 3 clusters Score -243237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -243252.968750 Penalty: 3830.008789
	Iteration 22Q: 3 clusters Score -243253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -243277.546875 Penalty: 3830.008789
	Iteration 23Q: 3 clusters Score -243277.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -243302.218750 Penalty: 3830.008789
	Iteration 24Q: 3 clusters Score -243302.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -243335.031250 Penalty: 3830.008789
	Iteration 25Q: 3 clusters Score -243335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -243358.906250 Penalty: 3830.008789
	Iteration 26Q: 3 clusters Score -243358.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -243372.718750 Penalty: 3830.008789
	Iteration 27Q: 3 clusters Score -243372.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -243384.015625 Penalty: 3830.008789
	Iteration 28Q: 3 clusters Score -243384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -243397.640625 Penalty: 3830.008789
	Iteration 29Q: 3 clusters Score -243397.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -243411.531250 Penalty: 3830.008789
	Iteration 30Q: 3 clusters Score -243411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243425.500000 Penalty: 3830.008789
	Iteration 31Q: 3 clusters Score -243425.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -243443.015625 Penalty: 3830.008789
	Iteration 32Q: 3 clusters Score -243443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -243461.656250 Penalty: 3830.008789
	Iteration 33Q: 3 clusters Score -243461.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -243491.484375 Penalty: 3830.008789
	Iteration 34Q: 3 clusters Score -243491.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -243520.750000 Penalty: 3830.008789
	Iteration 35Q: 3 clusters Score -243520.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -243541.828125 Penalty: 3830.008789
	Iteration 36Q: 3 clusters Score -243541.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -243560.406250 Penalty: 3830.008789
	Iteration 37Q: 3 clusters Score -243560.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243576.109375 Penalty: 3830.008789
	Iteration 38Q: 3 clusters Score -243576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -243588.031250 Penalty: 3830.008789
	Iteration 39Q: 3 clusters Score -243588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243594.765625 Penalty: 3830.008789
	Iteration 40F: 3 clusters Score -243594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243600.046875 Penalty: 3830.008789
	Iteration 41Q: 3 clusters Score -243600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243603.640625 Penalty: 3830.008789
	Iteration 42Q: 3 clusters Score -243603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243606.953125 Penalty: 3830.008789
	Iteration 43Q: 3 clusters Score -243607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243607.718750 Penalty: 3830.008789
	Iteration 44Q: 3 clusters Score -243607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -243608.640625 Penalty: 3830.008789
	Iteration 45Q: 3 clusters Score -243608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -243610.015625 Penalty: 3830.008789
	Iteration 46Q: 3 clusters Score -243610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -243610.578125 Penalty: 3830.008789
	Iteration 47Q: 3 clusters Score -243610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -243610.968750 Penalty: 3830.008789
	Iteration 48Q: 3 clusters Score -243611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -243610.968750 Penalty: 3830.008789
	Iteration 49F: 3 clusters Score -243611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -930359.375000 Penalty: 2242.308594
	Iteration 0F: 2 clusters Score -930359.4 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 4261 members 
Entering Unmasked Estep 
Score: -923745.875000 Penalty: 4484.617188
	Iteration 0F: 3 clusters Score -923745.9 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -926045.625000 Penalty: 4484.617188
	Iteration 1F: 3 clusters Score -926045.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -926945.250000 Penalty: 4484.617188
	Iteration 2F: 3 clusters Score -926945.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -927606.750000 Penalty: 4484.617188
	Iteration 3F: 3 clusters Score -927606.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -928137.500000 Penalty: 4484.617188
	Iteration 4F: 3 clusters Score -928137.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -928674.500000 Penalty: 4484.617188
	Iteration 5F: 3 clusters Score -928674.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -929268.937500 Penalty: 4484.617188
	Iteration 6F: 3 clusters Score -929268.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -930076.875000 Penalty: 4484.617188
	Iteration 7F: 3 clusters Score -930076.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -930900.125000 Penalty: 4484.617188
	Iteration 8F: 3 clusters Score -930900.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -931267.500000 Penalty: 4484.617188
	Iteration 9Q: 3 clusters Score -931267.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -931350.500000 Penalty: 4484.617188
	Iteration 10Q: 3 clusters Score -931350.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -931375.000000 Penalty: 4484.617188
	Iteration 11Q: 3 clusters Score -931375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -931386.750000 Penalty: 4484.617188
	Iteration 12Q: 3 clusters Score -931386.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -931395.687500 Penalty: 4484.617188
	Iteration 13Q: 3 clusters Score -931395.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -931402.250000 Penalty: 4484.617188
	Iteration 14Q: 3 clusters Score -931402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -931409.562500 Penalty: 4484.617188
	Iteration 15Q: 3 clusters Score -931409.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -931410.750000 Penalty: 4484.617188
	Iteration 16Q: 3 clusters Score -931410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -931412.062500 Penalty: 4484.617188
	Iteration 17Q: 3 clusters Score -931412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -931413.125000 Penalty: 4484.617188
	Iteration 18Q: 3 clusters Score -931413.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -931417.187500 Penalty: 4484.617188
	Iteration 19Q: 3 clusters Score -931417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -931418.125000 Penalty: 4484.617188
	Iteration 20F: 3 clusters Score -931418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -931420.937500 Penalty: 4484.617188
	Iteration 21Q: 3 clusters Score -931420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -931422.750000 Penalty: 4484.617188
	Iteration 22Q: 3 clusters Score -931422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -931422.375000 Penalty: 4484.617188
	Iteration 23Q: 3 clusters Score -931422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -931422.812500 Penalty: 4484.617188
	Iteration 24Q: 3 clusters Score -931422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -931422.812500 Penalty: 4484.617188
	Iteration 25F: 3 clusters Score -931422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 40202 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 340179 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 5888 members 
Entering Unmasked Estep 
Score: -110894176.000000 Penalty: 113172.125000
Splitting cluster 25 changes total score from -110885800.000000 to -110894176.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (40202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Entering Unmasked Estep 
Score: -4460557.000000 Penalty: 2629.214600
	Iteration 0F: 2 clusters Score -4460557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4433325.000000 Penalty: 5258.429199
	Iteration 0F: 3 clusters Score -4433325 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4443854.500000 Penalty: 5258.429199
	Iteration 1F: 3 clusters Score -4443854 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4445299.500000 Penalty: 5258.429199
	Iteration 2F: 3 clusters Score -4445300 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4447247.500000 Penalty: 5258.429199
	Iteration 3F: 3 clusters Score -4447248 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4449749.000000 Penalty: 5258.429199
	Iteration 4F: 3 clusters Score -4449749 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -4452546.500000 Penalty: 5258.429199
	Iteration 5F: 3 clusters Score -4452546 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4454983.000000 Penalty: 5258.429199
	Iteration 6F: 3 clusters Score -4454983 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4456918.500000 Penalty: 5258.429199
	Iteration 7F: 3 clusters Score -4456918 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4458226.500000 Penalty: 5258.429199
	Iteration 8Q: 3 clusters Score -4458226 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4459054.000000 Penalty: 5258.429199
	Iteration 9Q: 3 clusters Score -4459054 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4459530.000000 Penalty: 5258.429199
	Iteration 10Q: 3 clusters Score -4459530 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -4459817.000000 Penalty: 5258.429199
	Iteration 11Q: 3 clusters Score -4459817 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4459995.000000 Penalty: 5258.429199
	Iteration 12Q: 3 clusters Score -4459995 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4460108.000000 Penalty: 5258.429199
	Iteration 13Q: 3 clusters Score -4460108 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4460228.000000 Penalty: 5258.429199
	Iteration 14Q: 3 clusters Score -4460228 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4460329.500000 Penalty: 5258.429199
	Iteration 15Q: 3 clusters Score -4460330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4460419.000000 Penalty: 5258.429199
	Iteration 16Q: 3 clusters Score -4460419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4460481.000000 Penalty: 5258.429199
	Iteration 17Q: 3 clusters Score -4460481 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4460540.500000 Penalty: 5258.429199
	Iteration 18Q: 3 clusters Score -4460540 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -4460606.500000 Penalty: 5258.429199
	Iteration 19Q: 3 clusters Score -4460606 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -4460651.500000 Penalty: 5258.429199
	Iteration 20F: 3 clusters Score -4460652 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4460730.500000 Penalty: 5258.429199
	Iteration 21Q: 3 clusters Score -4460730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4460760.500000 Penalty: 5258.429199
	Iteration 22Q: 3 clusters Score -4460760 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4460819.000000 Penalty: 5258.429199
	Iteration 23Q: 3 clusters Score -4460819 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4460864.500000 Penalty: 5258.429199
	Iteration 24Q: 3 clusters Score -4460864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4460918.000000 Penalty: 5258.429199
	Iteration 25Q: 3 clusters Score -4460918 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4460938.500000 Penalty: 5258.429199
	Iteration 26Q: 3 clusters Score -4460938 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4460956.500000 Penalty: 5258.429199
	Iteration 27Q: 3 clusters Score -4460956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4460988.000000 Penalty: 5258.429199
	Iteration 28Q: 3 clusters Score -4460988 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4461008.000000 Penalty: 5258.429199
	Iteration 29Q: 3 clusters Score -4461008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4461008.500000 Penalty: 5258.429199
	Iteration 30Q: 3 clusters Score -4461008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4461030.000000 Penalty: 5258.429199
	Iteration 31Q: 3 clusters Score -4461030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4461045.500000 Penalty: 5258.429199
	Iteration 32Q: 3 clusters Score -4461046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4461046.000000 Penalty: 5258.429199
	Iteration 33Q: 3 clusters Score -4461046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4461049.000000 Penalty: 5258.429199
	Iteration 34Q: 3 clusters Score -4461049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -4461053.500000 Penalty: 5258.429199
	Iteration 35Q: 3 clusters Score -4461054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -4461052.500000 Penalty: 5258.429199
	Iteration 36Q: 3 clusters Score -4461052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4461060.000000 Penalty: 5258.429199
	Iteration 37Q: 3 clusters Score -4461060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4461072.000000 Penalty: 5258.429199
	Iteration 38Q: 3 clusters Score -4461072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4461068.000000 Penalty: 5258.429199
	Iteration 39Q: 3 clusters Score -4461068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4461074.500000 Penalty: 5258.429199
	Iteration 40F: 3 clusters Score -4461074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -4461073.000000 Penalty: 5258.429199
	Iteration 41Q: 3 clusters Score -4461073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4461074.500000 Penalty: 5258.429199
	Iteration 42Q: 3 clusters Score -4461074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4461065.500000 Penalty: 5258.429199
	Iteration 43Q: 3 clusters Score -4461066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4461068.000000 Penalty: 5258.429199
	Iteration 44Q: 3 clusters Score -4461068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4461070.500000 Penalty: 5258.429199
	Iteration 45Q: 3 clusters Score -4461070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4461069.500000 Penalty: 5258.429199
	Iteration 46Q: 3 clusters Score -4461070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4461071.000000 Penalty: 5258.429199
	Iteration 47Q: 3 clusters Score -4461071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4461070.000000 Penalty: 5258.429199
	Iteration 48Q: 3 clusters Score -4461070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4461069.000000 Penalty: 5258.429199
	Iteration 49Q: 3 clusters Score -4461069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4461066.000000 Penalty: 5258.429199
	Iteration 50Q: 3 clusters Score -4461066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4461067.000000 Penalty: 5258.429199
	Iteration 51Q: 3 clusters Score -4461067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4461068.000000 Penalty: 5258.429199
	Iteration 52Q: 3 clusters Score -4461068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4461066.000000 Penalty: 5258.429199
	Iteration 53Q: 3 clusters Score -4461066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4461069.000000 Penalty: 5258.429199
	Iteration 54Q: 3 clusters Score -4461069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4461067.000000 Penalty: 5258.429199
	Iteration 55Q: 3 clusters Score -4461067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4461068.000000 Penalty: 5258.429199
	Iteration 56Q: 3 clusters Score -4461068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4461068.500000 Penalty: 5258.429199
	Iteration 57Q: 3 clusters Score -4461068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4461068.500000 Penalty: 5258.429199
	Iteration 58F: 3 clusters Score -4461068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 33965 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 340179 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 5888 members 
Mstep: Class 34 contains 6237 members 
Entering Unmasked Estep 
Score: -110893736.000000 Penalty: 116601.578125
Splitting cluster 26 changes total score from -110885800.000000 to -110893736.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (21735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Entering Unmasked Estep 
Score: -2491458.000000 Penalty: 2476.696289
	Iteration 0F: 2 clusters Score -2491458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2476224.250000 Penalty: 4953.392578
	Iteration 0F: 3 clusters Score -2476224 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2481782.000000 Penalty: 4953.392578
	Iteration 1F: 3 clusters Score -2481782 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2482644.250000 Penalty: 4953.392578
	Iteration 2F: 3 clusters Score -2482644 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2483760.000000 Penalty: 4953.392578
	Iteration 3F: 3 clusters Score -2483760 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2485296.000000 Penalty: 4953.392578
	Iteration 4F: 3 clusters Score -2485296 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2487014.500000 Penalty: 4953.392578
	Iteration 5F: 3 clusters Score -2487014 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2488316.500000 Penalty: 4953.392578
	Iteration 6F: 3 clusters Score -2488316 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2489013.250000 Penalty: 4953.392578
	Iteration 7F: 3 clusters Score -2489013 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2489347.250000 Penalty: 4953.392578
	Iteration 8Q: 3 clusters Score -2489347 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2489491.500000 Penalty: 4953.392578
	Iteration 9Q: 3 clusters Score -2489492 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2489563.500000 Penalty: 4953.392578
	Iteration 10Q: 3 clusters Score -2489564 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2489615.750000 Penalty: 4953.392578
	Iteration 11Q: 3 clusters Score -2489616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2489631.500000 Penalty: 4953.392578
	Iteration 12Q: 3 clusters Score -2489632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2489650.500000 Penalty: 4953.392578
	Iteration 13Q: 3 clusters Score -2489650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2489674.250000 Penalty: 4953.392578
	Iteration 14Q: 3 clusters Score -2489674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2489679.500000 Penalty: 4953.392578
	Iteration 15Q: 3 clusters Score -2489680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2489703.000000 Penalty: 4953.392578
	Iteration 16Q: 3 clusters Score -2489703 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2489703.500000 Penalty: 4953.392578
	Iteration 17Q: 3 clusters Score -2489704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2489709.500000 Penalty: 4953.392578
	Iteration 18Q: 3 clusters Score -2489710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2489706.750000 Penalty: 4953.392578
	Iteration 19Q: 3 clusters Score -2489707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2489716.500000 Penalty: 4953.392578
	Iteration 20F: 3 clusters Score -2489716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2489723.500000 Penalty: 4953.392578
	Iteration 21Q: 3 clusters Score -2489724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2489729.000000 Penalty: 4953.392578
	Iteration 22Q: 3 clusters Score -2489729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2489737.500000 Penalty: 4953.392578
	Iteration 23Q: 3 clusters Score -2489738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2489733.500000 Penalty: 4953.392578
	Iteration 24Q: 3 clusters Score -2489734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2489735.750000 Penalty: 4953.392578
	Iteration 25Q: 3 clusters Score -2489736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2489737.750000 Penalty: 4953.392578
	Iteration 26Q: 3 clusters Score -2489738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2489732.750000 Penalty: 4953.392578
	Iteration 27Q: 3 clusters Score -2489733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2489733.250000 Penalty: 4953.392578
	Iteration 28Q: 3 clusters Score -2489733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2489732.000000 Penalty: 4953.392578
	Iteration 29Q: 3 clusters Score -2489732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2489739.250000 Penalty: 4953.392578
	Iteration 30Q: 3 clusters Score -2489739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2489738.500000 Penalty: 4953.392578
	Iteration 31Q: 3 clusters Score -2489738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2489740.000000 Penalty: 4953.392578
	Iteration 32Q: 3 clusters Score -2489740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2489740.000000 Penalty: 4953.392578
	Iteration 33Q: 3 clusters Score -2489740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2489738.250000 Penalty: 4953.392578
	Iteration 34Q: 3 clusters Score -2489738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2489737.250000 Penalty: 4953.392578
	Iteration 35Q: 3 clusters Score -2489737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2489740.250000 Penalty: 4953.392578
	Iteration 36Q: 3 clusters Score -2489740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2489742.000000 Penalty: 4953.392578
	Iteration 37Q: 3 clusters Score -2489742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2489738.250000 Penalty: 4953.392578
	Iteration 38Q: 3 clusters Score -2489738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2489735.250000 Penalty: 4953.392578
	Iteration 39Q: 3 clusters Score -2489735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2489735.250000 Penalty: 4953.392578
	Iteration 40F: 3 clusters Score -2489735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2489738.250000 Penalty: 4953.392578
	Iteration 41Q: 3 clusters Score -2489738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2489738.000000 Penalty: 4953.392578
	Iteration 42Q: 3 clusters Score -2489738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2489744.750000 Penalty: 4953.392578
	Iteration 43Q: 3 clusters Score -2489745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2489744.000000 Penalty: 4953.392578
	Iteration 44Q: 3 clusters Score -2489744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2489745.500000 Penalty: 4953.392578
	Iteration 45Q: 3 clusters Score -2489746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2489752.500000 Penalty: 4953.392578
	Iteration 46Q: 3 clusters Score -2489752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2489752.250000 Penalty: 4953.392578
	Iteration 47Q: 3 clusters Score -2489752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2489757.000000 Penalty: 4953.392578
	Iteration 48Q: 3 clusters Score -2489757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2489764.250000 Penalty: 4953.392578
	Iteration 49Q: 3 clusters Score -2489764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2489763.750000 Penalty: 4953.392578
	Iteration 50Q: 3 clusters Score -2489764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2489761.250000 Penalty: 4953.392578
	Iteration 51Q: 3 clusters Score -2489761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2489760.000000 Penalty: 4953.392578
	Iteration 52Q: 3 clusters Score -2489760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2489761.000000 Penalty: 4953.392578
	Iteration 53Q: 3 clusters Score -2489761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2489761.750000 Penalty: 4953.392578
	Iteration 54Q: 3 clusters Score -2489762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2489765.500000 Penalty: 4953.392578
	Iteration 55Q: 3 clusters Score -2489766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2489762.250000 Penalty: 4953.392578
	Iteration 56Q: 3 clusters Score -2489762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2489761.500000 Penalty: 4953.392578
	Iteration 57Q: 3 clusters Score -2489762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2489758.000000 Penalty: 4953.392578
	Iteration 58Q: 3 clusters Score -2489758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2489763.000000 Penalty: 4953.392578
	Iteration 59Q: 3 clusters Score -2489763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2489759.500000 Penalty: 4953.392578
	Iteration 60F: 3 clusters Score -2489760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2489767.000000 Penalty: 4953.392578
	Iteration 61Q: 3 clusters Score -2489767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2489765.250000 Penalty: 4953.392578
	Iteration 62Q: 3 clusters Score -2489765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2489770.750000 Penalty: 4953.392578
	Iteration 63Q: 3 clusters Score -2489771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2489775.750000 Penalty: 4953.392578
	Iteration 64Q: 3 clusters Score -2489776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2489774.500000 Penalty: 4953.392578
	Iteration 65Q: 3 clusters Score -2489774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2489781.000000 Penalty: 4953.392578
	Iteration 66Q: 3 clusters Score -2489781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2489779.000000 Penalty: 4953.392578
	Iteration 67Q: 3 clusters Score -2489779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2489780.750000 Penalty: 4953.392578
	Iteration 68Q: 3 clusters Score -2489781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2489779.250000 Penalty: 4953.392578
	Iteration 69Q: 3 clusters Score -2489779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2489773.000000 Penalty: 4953.392578
	Iteration 70Q: 3 clusters Score -2489773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2489779.250000 Penalty: 4953.392578
	Iteration 71Q: 3 clusters Score -2489779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2489779.750000 Penalty: 4953.392578
	Iteration 72Q: 3 clusters Score -2489780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2489784.500000 Penalty: 4953.392578
	Iteration 73Q: 3 clusters Score -2489784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2489790.500000 Penalty: 4953.392578
	Iteration 74Q: 3 clusters Score -2489790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2489786.500000 Penalty: 4953.392578
	Iteration 75Q: 3 clusters Score -2489786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2489789.250000 Penalty: 4953.392578
	Iteration 76Q: 3 clusters Score -2489789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2489788.750000 Penalty: 4953.392578
	Iteration 77Q: 3 clusters Score -2489789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2489783.500000 Penalty: 4953.392578
	Iteration 78Q: 3 clusters Score -2489784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2489784.250000 Penalty: 4953.392578
	Iteration 79Q: 3 clusters Score -2489784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2489782.250000 Penalty: 4953.392578
	Iteration 80F: 3 clusters Score -2489782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2489786.250000 Penalty: 4953.392578
	Iteration 81Q: 3 clusters Score -2489786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2489789.000000 Penalty: 4953.392578
	Iteration 82Q: 3 clusters Score -2489789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2489793.750000 Penalty: 4953.392578
	Iteration 83Q: 3 clusters Score -2489794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2489791.000000 Penalty: 4953.392578
	Iteration 84Q: 3 clusters Score -2489791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2489795.500000 Penalty: 4953.392578
	Iteration 85Q: 3 clusters Score -2489796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2489797.750000 Penalty: 4953.392578
	Iteration 86Q: 3 clusters Score -2489798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2489793.250000 Penalty: 4953.392578
	Iteration 87Q: 3 clusters Score -2489793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2489797.500000 Penalty: 4953.392578
	Iteration 88Q: 3 clusters Score -2489798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2489799.500000 Penalty: 4953.392578
	Iteration 89Q: 3 clusters Score -2489800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2489800.500000 Penalty: 4953.392578
	Iteration 90Q: 3 clusters Score -2489800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2489797.250000 Penalty: 4953.392578
	Iteration 91Q: 3 clusters Score -2489797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2489800.250000 Penalty: 4953.392578
	Iteration 92Q: 3 clusters Score -2489800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2489800.750000 Penalty: 4953.392578
	Iteration 93Q: 3 clusters Score -2489801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2489801.750000 Penalty: 4953.392578
	Iteration 94Q: 3 clusters Score -2489802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2489802.250000 Penalty: 4953.392578
	Iteration 95Q: 3 clusters Score -2489802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2489799.000000 Penalty: 4953.392578
	Iteration 96Q: 3 clusters Score -2489799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2489799.750000 Penalty: 4953.392578
	Iteration 97Q: 3 clusters Score -2489800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2489803.250000 Penalty: 4953.392578
	Iteration 98Q: 3 clusters Score -2489803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2489803.250000 Penalty: 4953.392578
	Iteration 99F: 3 clusters Score -2489803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -105742.734375 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -105742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103841.546875 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -103841.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104618.281250 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -104618.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104988.281250 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -104988.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105456.625000 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -105456.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105977.265625 Penalty: 3512.110352
	Iteration 4F: 3 clusters Score -105977.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -106476.968750 Penalty: 3512.110352
	Iteration 5F: 3 clusters Score -106477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107145.906250 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -107145.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107690.953125 Penalty: 3512.110352
	Iteration 7F: 3 clusters Score -107691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108084.898438 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -108084.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108383.242188 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -108383.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108613.117188 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -108613.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108759.023438 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -108759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108881.140625 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -108881.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109017.656250 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -109017.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109157.843750 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -109157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109414.992188 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -109415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109497.929688 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -109497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109503.992188 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -109504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109523.156250 Penalty: 3512.110352
	Iteration 18F: 3 clusters Score -109523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109542.718750 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -109542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -109545.968750 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -109546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109549.015625 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -109549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -109550.656250 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -109550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -109560.679688 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -109560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -109565.625000 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -109565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109568.828125 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -109568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109568.828125 Penalty: 3512.110352
	Iteration 26F: 3 clusters Score -109568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 33965 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 617 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 340179 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 5888 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
Score: -110895864.000000 Penalty: 120031.039062
Splitting cluster 28 changes total score from -110885800.000000 to -110895864.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -468009.781250 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -468009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -463743.156250 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -463743.2 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -464964.343750 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -464964.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -465525.156250 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -465525.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -466083.625000 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -466083.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -466571.875000 Penalty: 4187.571777
	Iteration 4F: 3 clusters Score -466571.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -466904.656250 Penalty: 4187.571777
	Iteration 5F: 3 clusters Score -466904.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -467118.937500 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -467118.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -467241.093750 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -467241.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -467331.468750 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -467331.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -467440.562500 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -467440.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -467533.562500 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -467533.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -467586.375000 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -467586.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -467631.093750 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -467631.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -467663.156250 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -467663.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -467681.000000 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -467681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -467690.062500 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -467690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -467703.093750 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -467703.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -467713.031250 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -467713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -467720.406250 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -467720.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -467728.656250 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -467728.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -467735.093750 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -467735.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -467738.781250 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -467738.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -467743.718750 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -467743.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -467746.593750 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -467746.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -467752.437500 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -467752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -467753.718750 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -467753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -467754.500000 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -467754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -467754.656250 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -467754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -467756.125000 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -467756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -467757.812500 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -467757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -467761.781250 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -467761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -467768.062500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -467768.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -467775.656250 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -467775.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -467778.343750 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -467778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -467780.375000 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -467780.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -467784.156250 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -467784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -467786.968750 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -467787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -467789.937500 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -467789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -467793.406250 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -467793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -467795.093750 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -467795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -467796.781250 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -467796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -467798.031250 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -467798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -467797.687500 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -467797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -467798.812500 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -467798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -467799.343750 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -467799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -467801.531250 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -467801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -467804.250000 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -467804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -467804.781250 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -467804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -467807.937500 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -467807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -467811.968750 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -467812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -467813.343750 Penalty: 4187.571777
	Iteration 50Q: 3 clusters Score -467813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -467815.812500 Penalty: 4187.571777
	Iteration 51Q: 3 clusters Score -467815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -467816.125000 Penalty: 4187.571777
	Iteration 52Q: 3 clusters Score -467816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -467816.906250 Penalty: 4187.571777
	Iteration 53Q: 3 clusters Score -467816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -467815.718750 Penalty: 4187.571777
	Iteration 54Q: 3 clusters Score -467815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -467815.968750 Penalty: 4187.571777
	Iteration 55Q: 3 clusters Score -467816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -467817.343750 Penalty: 4187.571777
	Iteration 56Q: 3 clusters Score -467817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -467817.343750 Penalty: 4187.571777
	Iteration 57F: 3 clusters Score -467817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 30283 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 108800 members 
Mstep: Class 16 contains 50580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 33965 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 617 members 
Mstep: Class 29 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110897336.000000 Penalty: 120031.039062
Iteration 79Q: 36 clusters Score -1.108973e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 42262 members 
Mstep: Class 3 contains 23660 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 30380 members 
Mstep: Class 10 contains 40192 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 12772 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 108634 members 
Mstep: Class 16 contains 50669 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 14904 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2526 members 
Mstep: Class 26 contains 34126 members 
Mstep: Class 27 contains 21784 members 
Mstep: Class 28 contains 613 members 
Mstep: Class 29 contains 4683 members 
Mstep: Class 30 contains 339270 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 6167 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899648.000000 Penalty: 120031.039062
Iteration 80F: 36 clusters Score -1.108996e+08 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 42104 members 
Mstep: Class 3 contains 23611 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 11153 members 
Mstep: Class 9 contains 30246 members 
Mstep: Class 10 contains 40096 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 12676 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 108136 members 
Mstep: Class 16 contains 50497 members 
Mstep: Class 17 contains 486 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 1388 members 
Mstep: Class 21 contains 14910 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 64460 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 34146 members 
Mstep: Class 27 contains 21624 members 
Mstep: Class 28 contains 613 members 
Mstep: Class 29 contains 4675 members 
Mstep: Class 30 contains 340831 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 5988 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899776.000000 Penalty: 120031.039062
Iteration 81Q: 36 clusters Score -1.108998e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23608 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 11115 members 
Mstep: Class 9 contains 30179 members 
Mstep: Class 10 contains 40032 members 
Mstep: Class 11 contains 46904 members 
Mstep: Class 12 contains 12626 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 107833 members 
Mstep: Class 16 contains 50387 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6289 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 14915 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 64104 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 34193 members 
Mstep: Class 27 contains 21508 members 
Mstep: Class 28 contains 612 members 
Mstep: Class 29 contains 4680 members 
Mstep: Class 30 contains 341669 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6101 members 
Mstep: Class 34 contains 6713 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899416.000000 Penalty: 120031.039062
Iteration 82Q: 36 clusters Score -1.108994e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 41999 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 30149 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 46833 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 107632 members 
Mstep: Class 16 contains 50297 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14922 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63810 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 34239 members 
Mstep: Class 27 contains 21423 members 
Mstep: Class 28 contains 612 members 
Mstep: Class 29 contains 4685 members 
Mstep: Class 30 contains 342211 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6173 members 
Mstep: Class 34 contains 6884 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899776.000000 Penalty: 120031.039062
Iteration 83Q: 36 clusters Score -1.108998e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 41990 members 
Mstep: Class 3 contains 23606 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 9 contains 30105 members 
Mstep: Class 10 contains 39988 members 
Mstep: Class 11 contains 46782 members 
Mstep: Class 12 contains 12588 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 107460 members 
Mstep: Class 16 contains 50242 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6057 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14931 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63597 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34264 members 
Mstep: Class 27 contains 21335 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 342654 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6203 members 
Mstep: Class 34 contains 6993 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899840.000000 Penalty: 120031.039062
Iteration 84Q: 36 clusters Score -1.108998e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 41990 members 
Mstep: Class 3 contains 23604 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 30088 members 
Mstep: Class 10 contains 39989 members 
Mstep: Class 11 contains 46752 members 
Mstep: Class 12 contains 12577 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 6086 members 
Mstep: Class 15 contains 107310 members 
Mstep: Class 16 contains 50201 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 1385 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63402 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34289 members 
Mstep: Class 27 contains 21234 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 343016 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6219 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899456.000000 Penalty: 120031.039062
Iteration 85Q: 36 clusters Score -1.108995e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 41988 members 
Mstep: Class 3 contains 23611 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11033 members 
Mstep: Class 9 contains 30081 members 
Mstep: Class 10 contains 39996 members 
Mstep: Class 11 contains 46720 members 
Mstep: Class 12 contains 12570 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 107191 members 
Mstep: Class 16 contains 50183 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5991 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 14936 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63283 members 
Mstep: Class 24 contains 2256 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34307 members 
Mstep: Class 27 contains 21132 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 343233 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6236 members 
Mstep: Class 34 contains 7089 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899296.000000 Penalty: 120031.039062
Iteration 86Q: 36 clusters Score -1.108993e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 41993 members 
Mstep: Class 3 contains 23606 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 11022 members 
Mstep: Class 9 contains 30064 members 
Mstep: Class 10 contains 39999 members 
Mstep: Class 11 contains 46689 members 
Mstep: Class 12 contains 12558 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 6360 members 
Mstep: Class 15 contains 107093 members 
Mstep: Class 16 contains 50159 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63196 members 
Mstep: Class 24 contains 2256 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34325 members 
Mstep: Class 27 contains 21039 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 343426 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6250 members 
Mstep: Class 34 contains 7111 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899032.000000 Penalty: 120031.039062
Iteration 87Q: 36 clusters Score -1.10899e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 41986 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 11012 members 
Mstep: Class 9 contains 30041 members 
Mstep: Class 10 contains 40000 members 
Mstep: Class 11 contains 46665 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 107003 members 
Mstep: Class 16 contains 50141 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 14943 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63121 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34346 members 
Mstep: Class 27 contains 20939 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4700 members 
Mstep: Class 30 contains 343620 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6270 members 
Mstep: Class 34 contains 7125 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898872.000000 Penalty: 120031.039062
Iteration 88Q: 36 clusters Score -1.108989e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 41992 members 
Mstep: Class 3 contains 23608 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 11011 members 
Mstep: Class 9 contains 30024 members 
Mstep: Class 10 contains 40012 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 6579 members 
Mstep: Class 15 contains 106925 members 
Mstep: Class 16 contains 50122 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63058 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34358 members 
Mstep: Class 27 contains 20837 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 343784 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6279 members 
Mstep: Class 34 contains 7138 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898696.000000 Penalty: 120031.039062
Iteration 89Q: 36 clusters Score -1.108987e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 42016 members 
Mstep: Class 3 contains 23603 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 11015 members 
Mstep: Class 9 contains 30011 members 
Mstep: Class 10 contains 40011 members 
Mstep: Class 11 contains 46614 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 6666 members 
Mstep: Class 15 contains 106845 members 
Mstep: Class 16 contains 50113 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5952 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 14952 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62999 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34370 members 
Mstep: Class 27 contains 20708 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4696 members 
Mstep: Class 30 contains 343959 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6287 members 
Mstep: Class 34 contains 7150 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898792.000000 Penalty: 120031.039062
Iteration 90Q: 36 clusters Score -1.108988e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 11018 members 
Mstep: Class 9 contains 29994 members 
Mstep: Class 10 contains 40022 members 
Mstep: Class 11 contains 46599 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 106782 members 
Mstep: Class 16 contains 50095 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 1383 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62949 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34381 members 
Mstep: Class 27 contains 20562 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 344154 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6293 members 
Mstep: Class 34 contains 7155 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898760.000000 Penalty: 120031.039062
Iteration 91Q: 36 clusters Score -1.108988e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111271 members 
Mstep: Class 2 contains 42036 members 
Mstep: Class 3 contains 23603 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 11016 members 
Mstep: Class 9 contains 29977 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 11 contains 46582 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 6834 members 
Mstep: Class 15 contains 106740 members 
Mstep: Class 16 contains 50073 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62911 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 34390 members 
Mstep: Class 27 contains 20398 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 344331 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6293 members 
Mstep: Class 34 contains 7163 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898872.000000 Penalty: 120031.039062
Iteration 92Q: 36 clusters Score -1.108989e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 42040 members 
Mstep: Class 3 contains 23605 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 11021 members 
Mstep: Class 9 contains 29965 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 46565 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 6905 members 
Mstep: Class 15 contains 106709 members 
Mstep: Class 16 contains 50057 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 14957 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62897 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 34394 members 
Mstep: Class 27 contains 20235 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 344490 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6295 members 
Mstep: Class 34 contains 7170 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898744.000000 Penalty: 120031.039062
Iteration 93Q: 36 clusters Score -1.108987e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 42040 members 
Mstep: Class 3 contains 23602 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 11026 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 39999 members 
Mstep: Class 11 contains 46559 members 
Mstep: Class 12 contains 12539 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 6968 members 
Mstep: Class 15 contains 106689 members 
Mstep: Class 16 contains 50047 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 14959 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62887 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 34395 members 
Mstep: Class 27 contains 20057 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4696 members 
Mstep: Class 30 contains 344664 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6299 members 
Mstep: Class 34 contains 7177 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898712.000000 Penalty: 120031.039062
Iteration 94Q: 36 clusters Score -1.108987e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 42039 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 11035 members 
Mstep: Class 9 contains 29920 members 
Mstep: Class 10 contains 39995 members 
Mstep: Class 11 contains 46549 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 15 contains 106669 members 
Mstep: Class 16 contains 50043 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14962 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62884 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 34399 members 
Mstep: Class 27 contains 19833 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 344856 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6306 members 
Mstep: Class 34 contains 7184 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898696.000000 Penalty: 120031.039062
Iteration 95Q: 36 clusters Score -1.108987e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 42035 members 
Mstep: Class 3 contains 23588 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 11036 members 
Mstep: Class 9 contains 29911 members 
Mstep: Class 10 contains 39998 members 
Mstep: Class 11 contains 46537 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7083 members 
Mstep: Class 15 contains 106648 members 
Mstep: Class 16 contains 50038 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14965 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62881 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34407 members 
Mstep: Class 27 contains 19568 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 345108 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6309 members 
Mstep: Class 34 contains 7187 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898656.000000 Penalty: 120031.039062
Iteration 96Q: 36 clusters Score -1.108987e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 42036 members 
Mstep: Class 3 contains 23574 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 29896 members 
Mstep: Class 10 contains 39998 members 
Mstep: Class 11 contains 46525 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7117 members 
Mstep: Class 15 contains 106642 members 
Mstep: Class 16 contains 50037 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62897 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34405 members 
Mstep: Class 27 contains 19304 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 345338 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6310 members 
Mstep: Class 34 contains 7194 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898856.000000 Penalty: 120031.039062
Iteration 97Q: 36 clusters Score -1.108989e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 42036 members 
Mstep: Class 3 contains 23551 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 29889 members 
Mstep: Class 10 contains 40014 members 
Mstep: Class 11 contains 46512 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 106627 members 
Mstep: Class 16 contains 50025 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14973 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62923 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34405 members 
Mstep: Class 27 contains 18985 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 345617 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6310 members 
Mstep: Class 34 contains 7198 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899016.000000 Penalty: 120031.039062
Iteration 98Q: 36 clusters Score -1.10899e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 42039 members 
Mstep: Class 3 contains 23539 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 29878 members 
Mstep: Class 10 contains 40029 members 
Mstep: Class 11 contains 46504 members 
Mstep: Class 12 contains 12536 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 106608 members 
Mstep: Class 16 contains 50016 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14974 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 62972 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 34411 members 
Mstep: Class 27 contains 18687 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 345863 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6310 members 
Mstep: Class 34 contains 7199 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899312.000000 Penalty: 120031.039062
Iteration 99Q: 36 clusters Score -1.108993e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 23535 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 29863 members 
Mstep: Class 10 contains 40035 members 
Mstep: Class 11 contains 46491 members 
Mstep: Class 12 contains 12537 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7236 members 
Mstep: Class 15 contains 106598 members 
Mstep: Class 16 contains 50002 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14977 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63040 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34415 members 
Mstep: Class 27 contains 18432 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 346062 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6311 members 
Mstep: Class 34 contains 7199 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899552.000000 Penalty: 120031.039062
Iteration 100F: 36 clusters Score -1.108996e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 42016 members 
Mstep: Class 3 contains 23528 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 29841 members 
Mstep: Class 10 contains 40042 members 
Mstep: Class 11 contains 46482 members 
Mstep: Class 12 contains 12539 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 106596 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63121 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34418 members 
Mstep: Class 27 contains 18214 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 346226 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6311 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 36 clusters Score -1.108996e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 42006 members 
Mstep: Class 3 contains 23528 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 29832 members 
Mstep: Class 10 contains 40043 members 
Mstep: Class 11 contains 46472 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7296 members 
Mstep: Class 15 contains 106595 members 
Mstep: Class 16 contains 49944 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 14981 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63201 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34419 members 
Mstep: Class 27 contains 18049 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 346321 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6312 members 
Mstep: Class 34 contains 7220 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 36 clusters Score -1.108999e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 41992 members 
Mstep: Class 3 contains 23518 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 29825 members 
Mstep: Class 10 contains 40044 members 
Mstep: Class 11 contains 46463 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 106597 members 
Mstep: Class 16 contains 49931 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14983 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63281 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34424 members 
Mstep: Class 27 contains 17926 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 346370 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6312 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900032.000000 Penalty: 120031.039062
Iteration 103Q: 36 clusters Score -1.109e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 41988 members 
Mstep: Class 3 contains 23516 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11048 members 
Mstep: Class 9 contains 29825 members 
Mstep: Class 10 contains 40040 members 
Mstep: Class 11 contains 46452 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7353 members 
Mstep: Class 15 contains 106573 members 
Mstep: Class 16 contains 49925 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 5942 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14987 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63359 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34429 members 
Mstep: Class 27 contains 17836 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346377 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6312 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899992.000000 Penalty: 120031.039062
Iteration 104Q: 36 clusters Score -1.109e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 41968 members 
Mstep: Class 3 contains 23507 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 11041 members 
Mstep: Class 9 contains 29813 members 
Mstep: Class 10 contains 40044 members 
Mstep: Class 11 contains 46446 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7375 members 
Mstep: Class 15 contains 106556 members 
Mstep: Class 16 contains 49910 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14991 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63419 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34434 members 
Mstep: Class 27 contains 17797 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4700 members 
Mstep: Class 30 contains 346398 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6313 members 
Mstep: Class 34 contains 7248 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900120.000000 Penalty: 120031.039062
Iteration 105Q: 36 clusters Score -1.109001e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 41961 members 
Mstep: Class 3 contains 23495 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 29799 members 
Mstep: Class 10 contains 40046 members 
Mstep: Class 11 contains 46432 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7399 members 
Mstep: Class 15 contains 106547 members 
Mstep: Class 16 contains 49894 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14994 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63474 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34441 members 
Mstep: Class 27 contains 17778 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4700 members 
Mstep: Class 30 contains 346388 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6313 members 
Mstep: Class 34 contains 7250 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900064.000000 Penalty: 120031.039062
Iteration 106Q: 36 clusters Score -1.109001e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 41954 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 11062 members 
Mstep: Class 9 contains 29780 members 
Mstep: Class 10 contains 40059 members 
Mstep: Class 11 contains 46418 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7424 members 
Mstep: Class 15 contains 106540 members 
Mstep: Class 16 contains 49880 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5940 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63520 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34440 members 
Mstep: Class 27 contains 17756 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346380 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6314 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900120.000000 Penalty: 120031.039062
Iteration 107Q: 36 clusters Score -1.109001e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 41953 members 
Mstep: Class 3 contains 23470 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 29762 members 
Mstep: Class 10 contains 40061 members 
Mstep: Class 11 contains 46409 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 106522 members 
Mstep: Class 16 contains 49863 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5941 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14995 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63558 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34450 members 
Mstep: Class 27 contains 17742 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346394 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6314 members 
Mstep: Class 34 contains 7259 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899992.000000 Penalty: 120031.039062
Iteration 108Q: 36 clusters Score -1.109e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 41948 members 
Mstep: Class 3 contains 23470 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 11065 members 
Mstep: Class 9 contains 29741 members 
Mstep: Class 10 contains 40065 members 
Mstep: Class 11 contains 46399 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7454 members 
Mstep: Class 15 contains 106510 members 
Mstep: Class 16 contains 49851 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14995 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63591 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34459 members 
Mstep: Class 27 contains 17730 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346400 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6314 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900096.000000 Penalty: 120031.039062
Iteration 109Q: 36 clusters Score -1.109001e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 41941 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 2390 members 
Mstep: Class 8 contains 11076 members 
Mstep: Class 9 contains 29724 members 
Mstep: Class 10 contains 40064 members 
Mstep: Class 11 contains 46384 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7464 members 
Mstep: Class 15 contains 106505 members 
Mstep: Class 16 contains 49840 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63622 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 17727 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346392 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6315 members 
Mstep: Class 34 contains 7266 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900232.000000 Penalty: 120031.039062
Iteration 110Q: 36 clusters Score -1.109002e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 41938 members 
Mstep: Class 3 contains 23479 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2392 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 29711 members 
Mstep: Class 10 contains 40068 members 
Mstep: Class 11 contains 46375 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 106496 members 
Mstep: Class 16 contains 49834 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5930 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 14998 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63646 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34467 members 
Mstep: Class 27 contains 17720 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346383 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6316 members 
Mstep: Class 34 contains 7271 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900232.000000 Penalty: 120031.039062
Iteration 111Q: 36 clusters Score -1.109002e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 41934 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 11089 members 
Mstep: Class 9 contains 29709 members 
Mstep: Class 10 contains 40064 members 
Mstep: Class 11 contains 46370 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 106484 members 
Mstep: Class 16 contains 49830 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5929 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15000 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63662 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34469 members 
Mstep: Class 27 contains 17716 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346385 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6316 members 
Mstep: Class 34 contains 7274 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900184.000000 Penalty: 120031.039062
Iteration 112Q: 36 clusters Score -1.109002e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 41932 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 29699 members 
Mstep: Class 10 contains 40065 members 
Mstep: Class 11 contains 46360 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 106481 members 
Mstep: Class 16 contains 49824 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5931 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63676 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34471 members 
Mstep: Class 27 contains 17707 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346392 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6316 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900080.000000 Penalty: 120031.039062
Iteration 113Q: 36 clusters Score -1.109001e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 41935 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 29688 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 46341 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 106485 members 
Mstep: Class 16 contains 49815 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63697 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34473 members 
Mstep: Class 27 contains 17698 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346395 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6316 members 
Mstep: Class 34 contains 7277 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900000.000000 Penalty: 120031.039062
Iteration 114Q: 36 clusters Score -1.109e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 41935 members 
Mstep: Class 3 contains 23473 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 29687 members 
Mstep: Class 10 contains 40059 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7504 members 
Mstep: Class 15 contains 106484 members 
Mstep: Class 16 contains 49806 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63717 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34474 members 
Mstep: Class 27 contains 17690 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346396 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6317 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900032.000000 Penalty: 120031.039062
Iteration 115Q: 36 clusters Score -1.109e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 41933 members 
Mstep: Class 3 contains 23472 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11132 members 
Mstep: Class 9 contains 29681 members 
Mstep: Class 10 contains 40060 members 
Mstep: Class 11 contains 46304 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7513 members 
Mstep: Class 15 contains 106484 members 
Mstep: Class 16 contains 49793 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63733 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34479 members 
Mstep: Class 27 contains 17687 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346400 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899904.000000 Penalty: 120031.039062
Iteration 116Q: 36 clusters Score -1.108999e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 41928 members 
Mstep: Class 3 contains 23471 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 40064 members 
Mstep: Class 11 contains 46284 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7519 members 
Mstep: Class 15 contains 106485 members 
Mstep: Class 16 contains 49778 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63748 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 17681 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346422 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900000.000000 Penalty: 120031.039062
Iteration 117Q: 36 clusters Score -1.109e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41926 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11160 members 
Mstep: Class 9 contains 29647 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 46260 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 106486 members 
Mstep: Class 16 contains 49764 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 17679 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346445 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899936.000000 Penalty: 120031.039062
Iteration 118Q: 36 clusters Score -1.108999e+08 nChanged 111
Entering ConstructFrom: 
Score: -110899936.000000 Penalty: 120031.039062
Entering ConstructFrom: 
Trying to split cluster 1 (111266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Entering Unmasked Estep 
Score: -12583718.000000 Penalty: 2881.680420
	Iteration 0F: 2 clusters Score -1.258372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -12509396.000000 Penalty: 5763.360840
	Iteration 0F: 3 clusters Score -1.25094e+07 nChanged 52508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -12539174.000000 Penalty: 5763.360840
	Iteration 1F: 3 clusters Score -1.253917e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -12540115.000000 Penalty: 5763.360840
	Iteration 2Q: 3 clusters Score -1.254012e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -12541412.000000 Penalty: 5763.360840
	Iteration 3Q: 3 clusters Score -1.254141e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -12543336.000000 Penalty: 5763.360840
	Iteration 4Q: 3 clusters Score -1.254334e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -12546504.000000 Penalty: 5763.360840
	Iteration 5F: 3 clusters Score -1.25465e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -12551871.000000 Penalty: 5763.360840
	Iteration 6F: 3 clusters Score -1.255187e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -12559437.000000 Penalty: 5763.360840
	Iteration 7F: 3 clusters Score -1.255944e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -12567483.000000 Penalty: 5763.360840
	Iteration 8F: 3 clusters Score -1.256748e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -12573868.000000 Penalty: 5763.360840
	Iteration 9F: 3 clusters Score -1.257387e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -12577655.000000 Penalty: 5763.360840
	Iteration 10Q: 3 clusters Score -1.257766e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12579583.000000 Penalty: 5763.360840
	Iteration 11Q: 3 clusters Score -1.257958e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12580447.000000 Penalty: 5763.360840
	Iteration 12Q: 3 clusters Score -1.258045e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12580846.000000 Penalty: 5763.360840
	Iteration 13Q: 3 clusters Score -1.258085e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12581027.000000 Penalty: 5763.360840
	Iteration 14Q: 3 clusters Score -1.258103e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12581096.000000 Penalty: 5763.360840
	Iteration 15Q: 3 clusters Score -1.25811e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12581128.000000 Penalty: 5763.360840
	Iteration 16Q: 3 clusters Score -1.258113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110874 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12581142.000000 Penalty: 5763.360840
	Iteration 17Q: 3 clusters Score -1.258114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12581158.000000 Penalty: 5763.360840
	Iteration 18Q: 3 clusters Score -1.258116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12581165.000000 Penalty: 5763.360840
	Iteration 19Q: 3 clusters Score -1.258116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12581167.000000 Penalty: 5763.360840
	Iteration 20F: 3 clusters Score -1.258117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12581180.000000 Penalty: 5763.360840
	Iteration 21Q: 3 clusters Score -1.258118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12581205.000000 Penalty: 5763.360840
	Iteration 22Q: 3 clusters Score -1.25812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12581202.000000 Penalty: 5763.360840
	Iteration 23Q: 3 clusters Score -1.25812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110918 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12581192.000000 Penalty: 5763.360840
	Iteration 24Q: 3 clusters Score -1.258119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12581214.000000 Penalty: 5763.360840
	Iteration 25Q: 3 clusters Score -1.258121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12581220.000000 Penalty: 5763.360840
	Iteration 26Q: 3 clusters Score -1.258122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110928 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12581229.000000 Penalty: 5763.360840
	Iteration 27Q: 3 clusters Score -1.258123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12581235.000000 Penalty: 5763.360840
	Iteration 28Q: 3 clusters Score -1.258124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12581248.000000 Penalty: 5763.360840
	Iteration 29Q: 3 clusters Score -1.258125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12581253.000000 Penalty: 5763.360840
	Iteration 30Q: 3 clusters Score -1.258125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12581252.000000 Penalty: 5763.360840
	Iteration 31Q: 3 clusters Score -1.258125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12581254.000000 Penalty: 5763.360840
	Iteration 32Q: 3 clusters Score -1.258125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12581261.000000 Penalty: 5763.360840
	Iteration 33Q: 3 clusters Score -1.258126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12581263.000000 Penalty: 5763.360840
	Iteration 34Q: 3 clusters Score -1.258126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12581261.000000 Penalty: 5763.360840
	Iteration 35Q: 3 clusters Score -1.258126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12581261.000000 Penalty: 5763.360840
	Iteration 36F: 3 clusters Score -1.258126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Entering Unmasked Estep 
Score: -4752086.500000 Penalty: 2639.616211
	Iteration 0F: 2 clusters Score -4752086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4723913.500000 Penalty: 5279.232422
	Iteration 0F: 3 clusters Score -4723914 nChanged 19089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4734269.000000 Penalty: 5279.232422
	Iteration 1F: 3 clusters Score -4734269 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4734835.000000 Penalty: 5279.232422
	Iteration 2Q: 3 clusters Score -4734835 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4735406.000000 Penalty: 5279.232422
	Iteration 3Q: 3 clusters Score -4735406 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4736046.500000 Penalty: 5279.232422
	Iteration 4Q: 3 clusters Score -4736046 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4736774.000000 Penalty: 5279.232422
	Iteration 5Q: 3 clusters Score -4736774 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4737597.000000 Penalty: 5279.232422
	Iteration 6Q: 3 clusters Score -4737597 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4738640.500000 Penalty: 5279.232422
	Iteration 7Q: 3 clusters Score -4738640 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4739747.500000 Penalty: 5279.232422
	Iteration 8Q: 3 clusters Score -4739748 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4741091.500000 Penalty: 5279.232422
	Iteration 9F: 3 clusters Score -4741092 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4742447.000000 Penalty: 5279.232422
	Iteration 10F: 3 clusters Score -4742447 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4743785.500000 Penalty: 5279.232422
	Iteration 11Q: 3 clusters Score -4743786 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -4744973.500000 Penalty: 5279.232422
	Iteration 12Q: 3 clusters Score -4744974 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4745889.000000 Penalty: 5279.232422
	Iteration 13Q: 3 clusters Score -4745889 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4746561.000000 Penalty: 5279.232422
	Iteration 14Q: 3 clusters Score -4746561 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4747069.000000 Penalty: 5279.232422
	Iteration 15Q: 3 clusters Score -4747069 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -4747475.000000 Penalty: 5279.232422
	Iteration 16Q: 3 clusters Score -4747475 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4747829.500000 Penalty: 5279.232422
	Iteration 17Q: 3 clusters Score -4747830 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4748132.500000 Penalty: 5279.232422
	Iteration 18Q: 3 clusters Score -4748132 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4748388.500000 Penalty: 5279.232422
	Iteration 19Q: 3 clusters Score -4748388 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4748630.500000 Penalty: 5279.232422
	Iteration 20F: 3 clusters Score -4748630 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4748825.500000 Penalty: 5279.232422
	Iteration 21Q: 3 clusters Score -4748826 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4748985.000000 Penalty: 5279.232422
	Iteration 22Q: 3 clusters Score -4748985 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4749120.000000 Penalty: 5279.232422
	Iteration 23Q: 3 clusters Score -4749120 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4749237.000000 Penalty: 5279.232422
	Iteration 24Q: 3 clusters Score -4749237 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4749369.000000 Penalty: 5279.232422
	Iteration 25Q: 3 clusters Score -4749369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4749485.000000 Penalty: 5279.232422
	Iteration 26Q: 3 clusters Score -4749485 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4749591.500000 Penalty: 5279.232422
	Iteration 27Q: 3 clusters Score -4749592 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4749679.000000 Penalty: 5279.232422
	Iteration 28Q: 3 clusters Score -4749679 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4749761.000000 Penalty: 5279.232422
	Iteration 29Q: 3 clusters Score -4749761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4749811.000000 Penalty: 5279.232422
	Iteration 30Q: 3 clusters Score -4749811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4749860.500000 Penalty: 5279.232422
	Iteration 31Q: 3 clusters Score -4749860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4749901.000000 Penalty: 5279.232422
	Iteration 32Q: 3 clusters Score -4749901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4749930.000000 Penalty: 5279.232422
	Iteration 33Q: 3 clusters Score -4749930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4749948.000000 Penalty: 5279.232422
	Iteration 34Q: 3 clusters Score -4749948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4749970.000000 Penalty: 5279.232422
	Iteration 35Q: 3 clusters Score -4749970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4749994.000000 Penalty: 5279.232422
	Iteration 36Q: 3 clusters Score -4749994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4750010.500000 Penalty: 5279.232422
	Iteration 37Q: 3 clusters Score -4750010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4750018.500000 Penalty: 5279.232422
	Iteration 38Q: 3 clusters Score -4750018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4750039.000000 Penalty: 5279.232422
	Iteration 39Q: 3 clusters Score -4750039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4750044.000000 Penalty: 5279.232422
	Iteration 40F: 3 clusters Score -4750044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4750047.500000 Penalty: 5279.232422
	Iteration 41Q: 3 clusters Score -4750048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4750053.500000 Penalty: 5279.232422
	Iteration 42Q: 3 clusters Score -4750054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4750065.000000 Penalty: 5279.232422
	Iteration 43Q: 3 clusters Score -4750065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4750065.000000 Penalty: 5279.232422
	Iteration 44Q: 3 clusters Score -4750065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4750065.500000 Penalty: 5279.232422
	Iteration 45Q: 3 clusters Score -4750066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4750065.500000 Penalty: 5279.232422
	Iteration 46F: 3 clusters Score -4750066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Entering Unmasked Estep 
Score: -2704691.000000 Penalty: 2495.657959
	Iteration 0F: 2 clusters Score -2704691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2688415.750000 Penalty: 4991.315918
	Iteration 0F: 3 clusters Score -2688416 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2694108.250000 Penalty: 4991.315918
	Iteration 1F: 3 clusters Score -2694108 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2694773.500000 Penalty: 4991.315918
	Iteration 2F: 3 clusters Score -2694774 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2695543.750000 Penalty: 4991.315918
	Iteration 3F: 3 clusters Score -2695544 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2696404.000000 Penalty: 4991.315918
	Iteration 4F: 3 clusters Score -2696404 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2697310.500000 Penalty: 4991.315918
	Iteration 5F: 3 clusters Score -2697310 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2698331.750000 Penalty: 4991.315918
	Iteration 6F: 3 clusters Score -2698332 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2699346.500000 Penalty: 4991.315918
	Iteration 7F: 3 clusters Score -2699346 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2700144.500000 Penalty: 4991.315918
	Iteration 8Q: 3 clusters Score -2700144 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2700691.500000 Penalty: 4991.315918
	Iteration 9Q: 3 clusters Score -2700692 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2701060.750000 Penalty: 4991.315918
	Iteration 10Q: 3 clusters Score -2701061 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2701268.250000 Penalty: 4991.315918
	Iteration 11Q: 3 clusters Score -2701268 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2701440.750000 Penalty: 4991.315918
	Iteration 12Q: 3 clusters Score -2701441 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2701595.750000 Penalty: 4991.315918
	Iteration 13Q: 3 clusters Score -2701596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2701712.500000 Penalty: 4991.315918
	Iteration 14Q: 3 clusters Score -2701712 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2701787.500000 Penalty: 4991.315918
	Iteration 15Q: 3 clusters Score -2701788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2701843.250000 Penalty: 4991.315918
	Iteration 16Q: 3 clusters Score -2701843 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2701909.000000 Penalty: 4991.315918
	Iteration 17Q: 3 clusters Score -2701909 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2701956.250000 Penalty: 4991.315918
	Iteration 18Q: 3 clusters Score -2701956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2701994.500000 Penalty: 4991.315918
	Iteration 19Q: 3 clusters Score -2701994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2702037.750000 Penalty: 4991.315918
	Iteration 20F: 3 clusters Score -2702038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2702075.000000 Penalty: 4991.315918
	Iteration 21Q: 3 clusters Score -2702075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2702115.500000 Penalty: 4991.315918
	Iteration 22Q: 3 clusters Score -2702116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2702129.750000 Penalty: 4991.315918
	Iteration 23Q: 3 clusters Score -2702130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2702160.500000 Penalty: 4991.315918
	Iteration 24Q: 3 clusters Score -2702160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2702182.250000 Penalty: 4991.315918
	Iteration 25Q: 3 clusters Score -2702182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2702193.250000 Penalty: 4991.315918
	Iteration 26Q: 3 clusters Score -2702193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2702200.750000 Penalty: 4991.315918
	Iteration 27Q: 3 clusters Score -2702201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2702218.500000 Penalty: 4991.315918
	Iteration 28Q: 3 clusters Score -2702218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2702234.750000 Penalty: 4991.315918
	Iteration 29Q: 3 clusters Score -2702235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2702250.250000 Penalty: 4991.315918
	Iteration 30Q: 3 clusters Score -2702250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2702261.000000 Penalty: 4991.315918
	Iteration 31Q: 3 clusters Score -2702261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2702273.750000 Penalty: 4991.315918
	Iteration 32Q: 3 clusters Score -2702274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2702280.500000 Penalty: 4991.315918
	Iteration 33Q: 3 clusters Score -2702280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2702289.750000 Penalty: 4991.315918
	Iteration 34Q: 3 clusters Score -2702290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2702298.000000 Penalty: 4991.315918
	Iteration 35Q: 3 clusters Score -2702298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2702305.000000 Penalty: 4991.315918
	Iteration 36Q: 3 clusters Score -2702305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2702313.250000 Penalty: 4991.315918
	Iteration 37Q: 3 clusters Score -2702313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2702315.250000 Penalty: 4991.315918
	Iteration 38Q: 3 clusters Score -2702315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2702322.750000 Penalty: 4991.315918
	Iteration 39Q: 3 clusters Score -2702323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2702327.500000 Penalty: 4991.315918
	Iteration 40F: 3 clusters Score -2702328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2702326.750000 Penalty: 4991.315918
	Iteration 41Q: 3 clusters Score -2702327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2702330.000000 Penalty: 4991.315918
	Iteration 42Q: 3 clusters Score -2702330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2702344.500000 Penalty: 4991.315918
	Iteration 43Q: 3 clusters Score -2702344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2702359.750000 Penalty: 4991.315918
	Iteration 44Q: 3 clusters Score -2702360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2702380.750000 Penalty: 4991.315918
	Iteration 45Q: 3 clusters Score -2702381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2702386.000000 Penalty: 4991.315918
	Iteration 46Q: 3 clusters Score -2702386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2702389.250000 Penalty: 4991.315918
	Iteration 47Q: 3 clusters Score -2702389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2702398.750000 Penalty: 4991.315918
	Iteration 48Q: 3 clusters Score -2702399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2702410.000000 Penalty: 4991.315918
	Iteration 49Q: 3 clusters Score -2702410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2702417.750000 Penalty: 4991.315918
	Iteration 50Q: 3 clusters Score -2702418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2702421.500000 Penalty: 4991.315918
	Iteration 51Q: 3 clusters Score -2702422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2702420.750000 Penalty: 4991.315918
	Iteration 52Q: 3 clusters Score -2702421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2702422.250000 Penalty: 4991.315918
	Iteration 53Q: 3 clusters Score -2702422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2702421.000000 Penalty: 4991.315918
	Iteration 54Q: 3 clusters Score -2702421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2702422.750000 Penalty: 4991.315918
	Iteration 55Q: 3 clusters Score -2702423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2702424.500000 Penalty: 4991.315918
	Iteration 56Q: 3 clusters Score -2702424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2702434.000000 Penalty: 4991.315918
	Iteration 57Q: 3 clusters Score -2702434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2702434.750000 Penalty: 4991.315918
	Iteration 58Q: 3 clusters Score -2702435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2702438.750000 Penalty: 4991.315918
	Iteration 59Q: 3 clusters Score -2702439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2702438.250000 Penalty: 4991.315918
	Iteration 60F: 3 clusters Score -2702438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2702442.000000 Penalty: 4991.315918
	Iteration 61Q: 3 clusters Score -2702442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2702445.000000 Penalty: 4991.315918
	Iteration 62Q: 3 clusters Score -2702445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2702442.250000 Penalty: 4991.315918
	Iteration 63Q: 3 clusters Score -2702442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2702442.250000 Penalty: 4991.315918
	Iteration 64F: 3 clusters Score -2702442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68420.585938 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68420.59 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68645.507812 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68645.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68709.351562 Penalty: 3224.639648
	Iteration 2Q: 3 clusters Score -68709.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68762.976562 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -68762.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68779.437500 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -68779.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68788.632812 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -68788.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68790.632812 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -68790.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68790.632812 Penalty: 3224.639648
	Iteration 7F: 3 clusters Score -68790.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -759354.875000 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -759354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -753667.812500 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -753667.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -755111.312500 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -755111.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -755355.875000 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -755355.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -755511.562500 Penalty: 4379.078125
	Iteration 3F: 3 clusters Score -755511.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -755614.125000 Penalty: 4379.078125
	Iteration 4Q: 3 clusters Score -755614.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -755680.000000 Penalty: 4379.078125
	Iteration 5Q: 3 clusters Score -755680 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -755745.125000 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -755745.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -755802.187500 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -755802.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -755855.187500 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -755855.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -755914.312500 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -755914.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -755983.562500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -755983.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -756066.375000 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -756066.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -756153.500000 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -756153.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -756254.250000 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -756254.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -756379.375000 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -756379.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -756508.250000 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -756508.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -756631.562500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -756631.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -756756.937500 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -756756.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -756871.937500 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -756871.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -756984.375000 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -756984.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -757104.875000 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -757104.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -757212.312500 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -757212.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -757294.125000 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -757294.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -757345.312500 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -757345.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -757380.562500 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -757380.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -757415.625000 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -757415.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -757443.375000 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -757443.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -757469.187500 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -757469.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -757481.187500 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -757481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -757486.437500 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -757486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -757491.687500 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -757491.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -757495.000000 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -757495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -757496.750000 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -757496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -757501.187500 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -757501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -757501.187500 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -757501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -757503.062500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -757503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -757503.750000 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -757503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -757504.000000 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -757504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -757504.000000 Penalty: 4379.078125
	Iteration 38F: 3 clusters Score -757504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -599260.250000 Penalty: 2137.294678
	Iteration 0F: 2 clusters Score -599260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -594425.125000 Penalty: 4274.589355
	Iteration 0F: 3 clusters Score -594425.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -595610.687500 Penalty: 4274.589355
	Iteration 1F: 3 clusters Score -595610.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -595829.375000 Penalty: 4274.589355
	Iteration 2F: 3 clusters Score -595829.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -595997.687500 Penalty: 4274.589355
	Iteration 3F: 3 clusters Score -595997.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -596134.375000 Penalty: 4274.589355
	Iteration 4Q: 3 clusters Score -596134.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -596258.625000 Penalty: 4274.589355
	Iteration 5Q: 3 clusters Score -596258.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -596366.000000 Penalty: 4274.589355
	Iteration 6Q: 3 clusters Score -596366 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -596462.312500 Penalty: 4274.589355
	Iteration 7Q: 3 clusters Score -596462.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -596570.437500 Penalty: 4274.589355
	Iteration 8Q: 3 clusters Score -596570.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -596671.937500 Penalty: 4274.589355
	Iteration 9Q: 3 clusters Score -596671.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -596773.562500 Penalty: 4274.589355
	Iteration 10Q: 3 clusters Score -596773.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -596873.875000 Penalty: 4274.589355
	Iteration 11Q: 3 clusters Score -596873.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -596990.437500 Penalty: 4274.589355
	Iteration 12Q: 3 clusters Score -596990.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -597120.312500 Penalty: 4274.589355
	Iteration 13Q: 3 clusters Score -597120.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -597232.437500 Penalty: 4274.589355
	Iteration 14Q: 3 clusters Score -597232.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -597323.750000 Penalty: 4274.589355
	Iteration 15Q: 3 clusters Score -597323.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -597394.000000 Penalty: 4274.589355
	Iteration 16Q: 3 clusters Score -597394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -597459.750000 Penalty: 4274.589355
	Iteration 17Q: 3 clusters Score -597459.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -597525.125000 Penalty: 4274.589355
	Iteration 18Q: 3 clusters Score -597525.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -597576.312500 Penalty: 4274.589355
	Iteration 19Q: 3 clusters Score -597576.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -597627.562500 Penalty: 4274.589355
	Iteration 20F: 3 clusters Score -597627.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -597669.062500 Penalty: 4274.589355
	Iteration 21Q: 3 clusters Score -597669.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -597707.250000 Penalty: 4274.589355
	Iteration 22Q: 3 clusters Score -597707.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -597731.687500 Penalty: 4274.589355
	Iteration 23Q: 3 clusters Score -597731.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -597751.562500 Penalty: 4274.589355
	Iteration 24Q: 3 clusters Score -597751.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -597769.187500 Penalty: 4274.589355
	Iteration 25Q: 3 clusters Score -597769.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -597779.812500 Penalty: 4274.589355
	Iteration 26Q: 3 clusters Score -597779.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -597794.062500 Penalty: 4274.589355
	Iteration 27Q: 3 clusters Score -597794.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -597804.000000 Penalty: 4274.589355
	Iteration 28Q: 3 clusters Score -597804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -597812.375000 Penalty: 4274.589355
	Iteration 29Q: 3 clusters Score -597812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -597819.125000 Penalty: 4274.589355
	Iteration 30Q: 3 clusters Score -597819.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -597820.812500 Penalty: 4274.589355
	Iteration 31Q: 3 clusters Score -597820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -597823.437500 Penalty: 4274.589355
	Iteration 32Q: 3 clusters Score -597823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -597823.937500 Penalty: 4274.589355
	Iteration 33Q: 3 clusters Score -597823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -597825.250000 Penalty: 4274.589355
	Iteration 34Q: 3 clusters Score -597825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -597826.312500 Penalty: 4274.589355
	Iteration 35Q: 3 clusters Score -597826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -597826.062500 Penalty: 4274.589355
	Iteration 36Q: 3 clusters Score -597826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -597827.687500 Penalty: 4274.589355
	Iteration 37Q: 3 clusters Score -597827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -597828.500000 Penalty: 4274.589355
	Iteration 38Q: 3 clusters Score -597828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -597829.062500 Penalty: 4274.589355
	Iteration 39Q: 3 clusters Score -597829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -597829.062500 Penalty: 4274.589355
	Iteration 40F: 3 clusters Score -597829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -235103.312500 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -235103.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -232228.531250 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -232228.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -232766.218750 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -232766.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -232910.890625 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -232910.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -233025.171875 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -233025.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -233142.296875 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -233142.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233282.171875 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -233282.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233421.312500 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -233421.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -233604.109375 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -233604.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -233826.875000 Penalty: 3856.953125
	Iteration 8F: 3 clusters Score -233826.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233995.125000 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -233995.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -234136.500000 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -234136.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -234262.359375 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -234262.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234361.484375 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -234361.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234432.468750 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -234432.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234479.812500 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -234479.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -234527.562500 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -234527.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -234574.765625 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -234574.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -234614.375000 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -234614.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -234643.281250 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -234643.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -234661.781250 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -234661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234668.484375 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -234668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -234674.437500 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -234674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234684.703125 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -234684.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -234692.140625 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -234692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -234697.312500 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -234697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234701.453125 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -234701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234703.859375 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -234703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -234707.062500 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -234707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -234712.046875 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -234712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -234715.859375 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -234715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234721.234375 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -234721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -234724.609375 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -234724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234728.609375 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -234728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234736.250000 Penalty: 3856.953125
	Iteration 33Q: 3 clusters Score -234736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -234743.875000 Penalty: 3856.953125
	Iteration 34Q: 3 clusters Score -234743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -234750.812500 Penalty: 3856.953125
	Iteration 35Q: 3 clusters Score -234750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -234758.156250 Penalty: 3856.953125
	Iteration 36Q: 3 clusters Score -234758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -234761.578125 Penalty: 3856.953125
	Iteration 37Q: 3 clusters Score -234761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -234765.703125 Penalty: 3856.953125
	Iteration 38Q: 3 clusters Score -234765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -234769.171875 Penalty: 3856.953125
	Iteration 39Q: 3 clusters Score -234769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -234774.312500 Penalty: 3856.953125
	Iteration 40F: 3 clusters Score -234774.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -234781.093750 Penalty: 3856.953125
	Iteration 41Q: 3 clusters Score -234781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234785.375000 Penalty: 3856.953125
	Iteration 42Q: 3 clusters Score -234785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -234790.031250 Penalty: 3856.953125
	Iteration 43Q: 3 clusters Score -234790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -234793.796875 Penalty: 3856.953125
	Iteration 44Q: 3 clusters Score -234793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -234797.453125 Penalty: 3856.953125
	Iteration 45Q: 3 clusters Score -234797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -234799.000000 Penalty: 3856.953125
	Iteration 46Q: 3 clusters Score -234799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -234802.250000 Penalty: 3856.953125
	Iteration 47Q: 3 clusters Score -234802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -234806.843750 Penalty: 3856.953125
	Iteration 48Q: 3 clusters Score -234806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -234808.812500 Penalty: 3856.953125
	Iteration 49Q: 3 clusters Score -234808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -234811.187500 Penalty: 3856.953125
	Iteration 50Q: 3 clusters Score -234811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -234816.703125 Penalty: 3856.953125
	Iteration 51Q: 3 clusters Score -234816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -234825.765625 Penalty: 3856.953125
	Iteration 52Q: 3 clusters Score -234825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -234829.656250 Penalty: 3856.953125
	Iteration 53Q: 3 clusters Score -234829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -234831.843750 Penalty: 3856.953125
	Iteration 54Q: 3 clusters Score -234831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -234836.109375 Penalty: 3856.953125
	Iteration 55Q: 3 clusters Score -234836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -234843.687500 Penalty: 3856.953125
	Iteration 56Q: 3 clusters Score -234843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -234851.000000 Penalty: 3856.953125
	Iteration 57Q: 3 clusters Score -234851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -234858.546875 Penalty: 3856.953125
	Iteration 58Q: 3 clusters Score -234858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -234861.078125 Penalty: 3856.953125
	Iteration 59Q: 3 clusters Score -234861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -234868.765625 Penalty: 3856.953125
	Iteration 60F: 3 clusters Score -234868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -234873.609375 Penalty: 3856.953125
	Iteration 61Q: 3 clusters Score -234873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -234875.468750 Penalty: 3856.953125
	Iteration 62Q: 3 clusters Score -234875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -234877.640625 Penalty: 3856.953125
	Iteration 63Q: 3 clusters Score -234877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -234879.156250 Penalty: 3856.953125
	Iteration 64Q: 3 clusters Score -234879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -234880.281250 Penalty: 3856.953125
	Iteration 65Q: 3 clusters Score -234880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -234881.781250 Penalty: 3856.953125
	Iteration 66Q: 3 clusters Score -234881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -234886.562500 Penalty: 3856.953125
	Iteration 67Q: 3 clusters Score -234886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -234890.812500 Penalty: 3856.953125
	Iteration 68Q: 3 clusters Score -234890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -234892.406250 Penalty: 3856.953125
	Iteration 69Q: 3 clusters Score -234892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -234894.859375 Penalty: 3856.953125
	Iteration 70Q: 3 clusters Score -234894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -234896.328125 Penalty: 3856.953125
	Iteration 71Q: 3 clusters Score -234896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -234896.328125 Penalty: 3856.953125
	Iteration 72F: 3 clusters Score -234896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Entering Unmasked Estep 
Score: -1240712.125000 Penalty: 2311.893311
	Iteration 0F: 2 clusters Score -1240712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1232263.125000 Penalty: 4623.786621
	Iteration 0F: 3 clusters Score -1232263 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1234776.125000 Penalty: 4623.786621
	Iteration 1F: 3 clusters Score -1234776 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1235151.500000 Penalty: 4623.786621
	Iteration 2F: 3 clusters Score -1235152 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1235476.625000 Penalty: 4623.786621
	Iteration 3F: 3 clusters Score -1235477 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1235821.875000 Penalty: 4623.786621
	Iteration 4F: 3 clusters Score -1235822 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1236154.750000 Penalty: 4623.786621
	Iteration 5F: 3 clusters Score -1236155 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1236475.500000 Penalty: 4623.786621
	Iteration 6Q: 3 clusters Score -1236476 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1236800.000000 Penalty: 4623.786621
	Iteration 7Q: 3 clusters Score -1236800 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1237065.375000 Penalty: 4623.786621
	Iteration 8Q: 3 clusters Score -1237065 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1237239.000000 Penalty: 4623.786621
	Iteration 9Q: 3 clusters Score -1237239 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1237387.625000 Penalty: 4623.786621
	Iteration 10Q: 3 clusters Score -1237388 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1237510.375000 Penalty: 4623.786621
	Iteration 11Q: 3 clusters Score -1237510 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1237646.375000 Penalty: 4623.786621
	Iteration 12Q: 3 clusters Score -1237646 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1237759.625000 Penalty: 4623.786621
	Iteration 13Q: 3 clusters Score -1237760 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1237864.375000 Penalty: 4623.786621
	Iteration 14Q: 3 clusters Score -1237864 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1237964.250000 Penalty: 4623.786621
	Iteration 15Q: 3 clusters Score -1237964 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1238070.375000 Penalty: 4623.786621
	Iteration 16Q: 3 clusters Score -1238070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1238156.875000 Penalty: 4623.786621
	Iteration 17Q: 3 clusters Score -1238157 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1238237.250000 Penalty: 4623.786621
	Iteration 18Q: 3 clusters Score -1238237 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1238306.875000 Penalty: 4623.786621
	Iteration 19Q: 3 clusters Score -1238307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1238352.125000 Penalty: 4623.786621
	Iteration 20F: 3 clusters Score -1238352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1238396.750000 Penalty: 4623.786621
	Iteration 21Q: 3 clusters Score -1238397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1238440.625000 Penalty: 4623.786621
	Iteration 22Q: 3 clusters Score -1238441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1238484.750000 Penalty: 4623.786621
	Iteration 23Q: 3 clusters Score -1238485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1238508.000000 Penalty: 4623.786621
	Iteration 24Q: 3 clusters Score -1238508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1238535.500000 Penalty: 4623.786621
	Iteration 25Q: 3 clusters Score -1238536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1238560.125000 Penalty: 4623.786621
	Iteration 26Q: 3 clusters Score -1238560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1238582.125000 Penalty: 4623.786621
	Iteration 27Q: 3 clusters Score -1238582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1238592.000000 Penalty: 4623.786621
	Iteration 28Q: 3 clusters Score -1238592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1238603.750000 Penalty: 4623.786621
	Iteration 29Q: 3 clusters Score -1238604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1238613.875000 Penalty: 4623.786621
	Iteration 30Q: 3 clusters Score -1238614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1238620.500000 Penalty: 4623.786621
	Iteration 31Q: 3 clusters Score -1238620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1238632.250000 Penalty: 4623.786621
	Iteration 32Q: 3 clusters Score -1238632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1238648.875000 Penalty: 4623.786621
	Iteration 33Q: 3 clusters Score -1238649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1238660.750000 Penalty: 4623.786621
	Iteration 34Q: 3 clusters Score -1238661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1238674.500000 Penalty: 4623.786621
	Iteration 35Q: 3 clusters Score -1238674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1238693.625000 Penalty: 4623.786621
	Iteration 36Q: 3 clusters Score -1238694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1238720.250000 Penalty: 4623.786621
	Iteration 37Q: 3 clusters Score -1238720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1238737.875000 Penalty: 4623.786621
	Iteration 38Q: 3 clusters Score -1238738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1238759.125000 Penalty: 4623.786621
	Iteration 39Q: 3 clusters Score -1238759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1238776.375000 Penalty: 4623.786621
	Iteration 40F: 3 clusters Score -1238776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1238791.000000 Penalty: 4623.786621
	Iteration 41Q: 3 clusters Score -1238791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1238805.750000 Penalty: 4623.786621
	Iteration 42Q: 3 clusters Score -1238806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1238825.750000 Penalty: 4623.786621
	Iteration 43Q: 3 clusters Score -1238826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1238839.000000 Penalty: 4623.786621
	Iteration 44Q: 3 clusters Score -1238839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1238853.250000 Penalty: 4623.786621
	Iteration 45Q: 3 clusters Score -1238853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1238870.375000 Penalty: 4623.786621
	Iteration 46Q: 3 clusters Score -1238870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1238890.875000 Penalty: 4623.786621
	Iteration 47Q: 3 clusters Score -1238891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1238913.000000 Penalty: 4623.786621
	Iteration 48Q: 3 clusters Score -1238913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1238938.000000 Penalty: 4623.786621
	Iteration 49Q: 3 clusters Score -1238938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1238953.000000 Penalty: 4623.786621
	Iteration 50Q: 3 clusters Score -1238953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1238972.125000 Penalty: 4623.786621
	Iteration 51Q: 3 clusters Score -1238972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1238991.125000 Penalty: 4623.786621
	Iteration 52Q: 3 clusters Score -1238991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1239008.000000 Penalty: 4623.786621
	Iteration 53Q: 3 clusters Score -1239008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1239023.875000 Penalty: 4623.786621
	Iteration 54Q: 3 clusters Score -1239024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1239036.875000 Penalty: 4623.786621
	Iteration 55Q: 3 clusters Score -1239037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1239041.500000 Penalty: 4623.786621
	Iteration 56Q: 3 clusters Score -1239042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1239048.125000 Penalty: 4623.786621
	Iteration 57Q: 3 clusters Score -1239048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1239052.625000 Penalty: 4623.786621
	Iteration 58Q: 3 clusters Score -1239053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1239059.250000 Penalty: 4623.786621
	Iteration 59Q: 3 clusters Score -1239059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1239066.625000 Penalty: 4623.786621
	Iteration 60F: 3 clusters Score -1239067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1239069.750000 Penalty: 4623.786621
	Iteration 61Q: 3 clusters Score -1239070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1239069.875000 Penalty: 4623.786621
	Iteration 62Q: 3 clusters Score -1239070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1239072.250000 Penalty: 4623.786621
	Iteration 63Q: 3 clusters Score -1239072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1239073.250000 Penalty: 4623.786621
	Iteration 64Q: 3 clusters Score -1239073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1239071.750000 Penalty: 4623.786621
	Iteration 65Q: 3 clusters Score -1239072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1239073.875000 Penalty: 4623.786621
	Iteration 66Q: 3 clusters Score -1239074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1239072.625000 Penalty: 4623.786621
	Iteration 67Q: 3 clusters Score -1239073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1239075.250000 Penalty: 4623.786621
	Iteration 68Q: 3 clusters Score -1239075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1239074.500000 Penalty: 4623.786621
	Iteration 69Q: 3 clusters Score -1239074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1239074.625000 Penalty: 4623.786621
	Iteration 70Q: 3 clusters Score -1239075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1239076.000000 Penalty: 4623.786621
	Iteration 71Q: 3 clusters Score -1239076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1239078.375000 Penalty: 4623.786621
	Iteration 72Q: 3 clusters Score -1239078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1239076.750000 Penalty: 4623.786621
	Iteration 73Q: 3 clusters Score -1239077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1239078.500000 Penalty: 4623.786621
	Iteration 74Q: 3 clusters Score -1239078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1239081.125000 Penalty: 4623.786621
	Iteration 75Q: 3 clusters Score -1239081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1239081.250000 Penalty: 4623.786621
	Iteration 76Q: 3 clusters Score -1239081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1239079.875000 Penalty: 4623.786621
	Iteration 77Q: 3 clusters Score -1239080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1239080.500000 Penalty: 4623.786621
	Iteration 78Q: 3 clusters Score -1239080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1239080.500000 Penalty: 4623.786621
	Iteration 79F: 3 clusters Score -1239080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Entering Unmasked Estep 
Score: -3385204.250000 Penalty: 2553.525879
	Iteration 0F: 2 clusters Score -3385204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3364858.250000 Penalty: 5107.051758
	Iteration 0F: 3 clusters Score -3364858 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3372096.250000 Penalty: 5107.051758
	Iteration 1F: 3 clusters Score -3372096 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3372609.000000 Penalty: 5107.051758
	Iteration 2F: 3 clusters Score -3372609 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3373069.000000 Penalty: 5107.051758
	Iteration 3Q: 3 clusters Score -3373069 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3373545.250000 Penalty: 5107.051758
	Iteration 4Q: 3 clusters Score -3373545 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3374114.750000 Penalty: 5107.051758
	Iteration 5Q: 3 clusters Score -3374115 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3374789.750000 Penalty: 5107.051758
	Iteration 6Q: 3 clusters Score -3374790 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3375570.500000 Penalty: 5107.051758
	Iteration 7Q: 3 clusters Score -3375570 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3376477.000000 Penalty: 5107.051758
	Iteration 8Q: 3 clusters Score -3376477 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3377549.500000 Penalty: 5107.051758
	Iteration 9F: 3 clusters Score -3377550 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3378690.500000 Penalty: 5107.051758
	Iteration 10F: 3 clusters Score -3378690 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3379932.500000 Penalty: 5107.051758
	Iteration 11F: 3 clusters Score -3379932 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3381127.000000 Penalty: 5107.051758
	Iteration 12Q: 3 clusters Score -3381127 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3382157.500000 Penalty: 5107.051758
	Iteration 13Q: 3 clusters Score -3382158 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3382817.750000 Penalty: 5107.051758
	Iteration 14Q: 3 clusters Score -3382818 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3383112.750000 Penalty: 5107.051758
	Iteration 15Q: 3 clusters Score -3383113 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3383241.250000 Penalty: 5107.051758
	Iteration 16Q: 3 clusters Score -3383241 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3383346.250000 Penalty: 5107.051758
	Iteration 17Q: 3 clusters Score -3383346 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3383435.500000 Penalty: 5107.051758
	Iteration 18Q: 3 clusters Score -3383436 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3383504.750000 Penalty: 5107.051758
	Iteration 19Q: 3 clusters Score -3383505 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3383576.000000 Penalty: 5107.051758
	Iteration 20F: 3 clusters Score -3383576 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3383671.500000 Penalty: 5107.051758
	Iteration 21Q: 3 clusters Score -3383672 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3383750.750000 Penalty: 5107.051758
	Iteration 22Q: 3 clusters Score -3383751 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3383854.750000 Penalty: 5107.051758
	Iteration 23Q: 3 clusters Score -3383855 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3383936.500000 Penalty: 5107.051758
	Iteration 24Q: 3 clusters Score -3383936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3384121.750000 Penalty: 5107.051758
	Iteration 25Q: 3 clusters Score -3384122 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3384300.000000 Penalty: 5107.051758
	Iteration 26Q: 3 clusters Score -3384300 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3384548.750000 Penalty: 5107.051758
	Iteration 27Q: 3 clusters Score -3384549 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3384809.000000 Penalty: 5107.051758
	Iteration 28Q: 3 clusters Score -3384809 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3385099.500000 Penalty: 5107.051758
	Iteration 29Q: 3 clusters Score -3385100 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3385348.250000 Penalty: 5107.051758
	Iteration 30Q: 3 clusters Score -3385348 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3385547.250000 Penalty: 5107.051758
	Iteration 31Q: 3 clusters Score -3385547 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3385676.250000 Penalty: 5107.051758
	Iteration 32Q: 3 clusters Score -3385676 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3385789.500000 Penalty: 5107.051758
	Iteration 33Q: 3 clusters Score -3385790 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3385857.750000 Penalty: 5107.051758
	Iteration 34Q: 3 clusters Score -3385858 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3385910.750000 Penalty: 5107.051758
	Iteration 35Q: 3 clusters Score -3385911 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3385952.000000 Penalty: 5107.051758
	Iteration 36Q: 3 clusters Score -3385952 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3385992.000000 Penalty: 5107.051758
	Iteration 37Q: 3 clusters Score -3385992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3385999.250000 Penalty: 5107.051758
	Iteration 38Q: 3 clusters Score -3385999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3386020.250000 Penalty: 5107.051758
	Iteration 39Q: 3 clusters Score -3386020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3386056.500000 Penalty: 5107.051758
	Iteration 40F: 3 clusters Score -3386056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3386083.000000 Penalty: 5107.051758
	Iteration 41Q: 3 clusters Score -3386083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3386102.750000 Penalty: 5107.051758
	Iteration 42Q: 3 clusters Score -3386103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3386119.500000 Penalty: 5107.051758
	Iteration 43Q: 3 clusters Score -3386120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3386132.750000 Penalty: 5107.051758
	Iteration 44Q: 3 clusters Score -3386133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3386135.500000 Penalty: 5107.051758
	Iteration 45Q: 3 clusters Score -3386136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3386140.500000 Penalty: 5107.051758
	Iteration 46Q: 3 clusters Score -3386140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3386144.750000 Penalty: 5107.051758
	Iteration 47Q: 3 clusters Score -3386145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3386142.500000 Penalty: 5107.051758
	Iteration 48Q: 3 clusters Score -3386142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3386160.750000 Penalty: 5107.051758
	Iteration 49Q: 3 clusters Score -3386161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3386149.500000 Penalty: 5107.051758
	Iteration 50Q: 3 clusters Score -3386150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3386158.000000 Penalty: 5107.051758
	Iteration 51Q: 3 clusters Score -3386158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3386166.750000 Penalty: 5107.051758
	Iteration 52Q: 3 clusters Score -3386167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3386168.500000 Penalty: 5107.051758
	Iteration 53Q: 3 clusters Score -3386168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3386164.500000 Penalty: 5107.051758
	Iteration 54Q: 3 clusters Score -3386164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3386165.250000 Penalty: 5107.051758
	Iteration 55Q: 3 clusters Score -3386165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3386171.250000 Penalty: 5107.051758
	Iteration 56Q: 3 clusters Score -3386171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3386173.500000 Penalty: 5107.051758
	Iteration 57Q: 3 clusters Score -3386174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3386174.000000 Penalty: 5107.051758
	Iteration 58Q: 3 clusters Score -3386174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3386175.250000 Penalty: 5107.051758
	Iteration 59Q: 3 clusters Score -3386175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3386174.250000 Penalty: 5107.051758
	Iteration 60F: 3 clusters Score -3386174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3386173.750000 Penalty: 5107.051758
	Iteration 61Q: 3 clusters Score -3386174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3386173.750000 Penalty: 5107.051758
	Iteration 62F: 3 clusters Score -3386174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 17678 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346462 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 16087 members 
Entering Unmasked Estep 
Score: -110899704.000000 Penalty: 123460.500000
Splitting cluster 9 changes total score from -110899936.000000 to -110899704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (40063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Entering Unmasked Estep 
Score: -4149139.750000 Penalty: 2628.355713
	Iteration 0F: 2 clusters Score -4149140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -4122060.500000 Penalty: 5256.711426
	Iteration 0F: 3 clusters Score -4122060 nChanged 18259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4132397.500000 Penalty: 5256.711426
	Iteration 1F: 3 clusters Score -4132398 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4133672.250000 Penalty: 5256.711426
	Iteration 2F: 3 clusters Score -4133672 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4135311.500000 Penalty: 5256.711426
	Iteration 3F: 3 clusters Score -4135312 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4137596.250000 Penalty: 5256.711426
	Iteration 4F: 3 clusters Score -4137596 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4140294.250000 Penalty: 5256.711426
	Iteration 5F: 3 clusters Score -4140294 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4142616.000000 Penalty: 5256.711426
	Iteration 6F: 3 clusters Score -4142616 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4144163.750000 Penalty: 5256.711426
	Iteration 7F: 3 clusters Score -4144164 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4145016.500000 Penalty: 5256.711426
	Iteration 8Q: 3 clusters Score -4145016 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4145520.750000 Penalty: 5256.711426
	Iteration 9Q: 3 clusters Score -4145521 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4145807.500000 Penalty: 5256.711426
	Iteration 10Q: 3 clusters Score -4145808 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4146038.500000 Penalty: 5256.711426
	Iteration 11Q: 3 clusters Score -4146038 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4146215.250000 Penalty: 5256.711426
	Iteration 12Q: 3 clusters Score -4146215 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4146352.000000 Penalty: 5256.711426
	Iteration 13Q: 3 clusters Score -4146352 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4146510.500000 Penalty: 5256.711426
	Iteration 14Q: 3 clusters Score -4146510 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4146653.750000 Penalty: 5256.711426
	Iteration 15Q: 3 clusters Score -4146654 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4146830.750000 Penalty: 5256.711426
	Iteration 16Q: 3 clusters Score -4146831 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4147000.250000 Penalty: 5256.711426
	Iteration 17Q: 3 clusters Score -4147000 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -4147137.750000 Penalty: 5256.711426
	Iteration 18Q: 3 clusters Score -4147138 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4147298.000000 Penalty: 5256.711426
	Iteration 19Q: 3 clusters Score -4147298 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4147441.000000 Penalty: 5256.711426
	Iteration 20F: 3 clusters Score -4147441 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4147570.500000 Penalty: 5256.711426
	Iteration 21Q: 3 clusters Score -4147570 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4147703.750000 Penalty: 5256.711426
	Iteration 22Q: 3 clusters Score -4147704 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4147800.500000 Penalty: 5256.711426
	Iteration 23Q: 3 clusters Score -4147800 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4147901.250000 Penalty: 5256.711426
	Iteration 24Q: 3 clusters Score -4147901 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4148035.500000 Penalty: 5256.711426
	Iteration 25Q: 3 clusters Score -4148036 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4148155.000000 Penalty: 5256.711426
	Iteration 26Q: 3 clusters Score -4148155 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4148259.250000 Penalty: 5256.711426
	Iteration 27Q: 3 clusters Score -4148259 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4148355.000000 Penalty: 5256.711426
	Iteration 28Q: 3 clusters Score -4148355 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4148447.000000 Penalty: 5256.711426
	Iteration 29Q: 3 clusters Score -4148447 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4148515.250000 Penalty: 5256.711426
	Iteration 30Q: 3 clusters Score -4148515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4148572.500000 Penalty: 5256.711426
	Iteration 31Q: 3 clusters Score -4148572 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4148613.250000 Penalty: 5256.711426
	Iteration 32Q: 3 clusters Score -4148613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4148650.250000 Penalty: 5256.711426
	Iteration 33Q: 3 clusters Score -4148650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4148659.750000 Penalty: 5256.711426
	Iteration 34Q: 3 clusters Score -4148660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4148684.000000 Penalty: 5256.711426
	Iteration 35Q: 3 clusters Score -4148684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4148702.500000 Penalty: 5256.711426
	Iteration 36Q: 3 clusters Score -4148702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4148730.750000 Penalty: 5256.711426
	Iteration 37Q: 3 clusters Score -4148731 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4148750.000000 Penalty: 5256.711426
	Iteration 38Q: 3 clusters Score -4148750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4148759.500000 Penalty: 5256.711426
	Iteration 39Q: 3 clusters Score -4148760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -4148765.500000 Penalty: 5256.711426
	Iteration 40F: 3 clusters Score -4148766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4148775.250000 Penalty: 5256.711426
	Iteration 41Q: 3 clusters Score -4148775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4148770.500000 Penalty: 5256.711426
	Iteration 42Q: 3 clusters Score -4148770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4148782.250000 Penalty: 5256.711426
	Iteration 43Q: 3 clusters Score -4148782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4148773.250000 Penalty: 5256.711426
	Iteration 44Q: 3 clusters Score -4148773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4148783.250000 Penalty: 5256.711426
	Iteration 45Q: 3 clusters Score -4148783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4148790.250000 Penalty: 5256.711426
	Iteration 46Q: 3 clusters Score -4148790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4148787.250000 Penalty: 5256.711426
	Iteration 47Q: 3 clusters Score -4148787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4148783.750000 Penalty: 5256.711426
	Iteration 48Q: 3 clusters Score -4148784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4148793.000000 Penalty: 5256.711426
	Iteration 49Q: 3 clusters Score -4148793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4148793.000000 Penalty: 5256.711426
	Iteration 50Q: 3 clusters Score -4148793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4148795.500000 Penalty: 5256.711426
	Iteration 51Q: 3 clusters Score -4148796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4148797.000000 Penalty: 5256.711426
	Iteration 52Q: 3 clusters Score -4148797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4148794.750000 Penalty: 5256.711426
	Iteration 53Q: 3 clusters Score -4148795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4148799.500000 Penalty: 5256.711426
	Iteration 54Q: 3 clusters Score -4148800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4148799.500000 Penalty: 5256.711426
	Iteration 55F: 3 clusters Score -4148800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Entering Unmasked Estep 
Score: -5087318.000000 Penalty: 2663.895508
	Iteration 0F: 2 clusters Score -5087318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5056133.500000 Penalty: 5327.791016
	Iteration 0F: 3 clusters Score -5056134 nChanged 21273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5068303.000000 Penalty: 5327.791016
	Iteration 1F: 3 clusters Score -5068303 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5069679.500000 Penalty: 5327.791016
	Iteration 2F: 3 clusters Score -5069680 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -5071462.000000 Penalty: 5327.791016
	Iteration 3F: 3 clusters Score -5071462 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5073624.500000 Penalty: 5327.791016
	Iteration 4F: 3 clusters Score -5073624 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -5075968.500000 Penalty: 5327.791016
	Iteration 5F: 3 clusters Score -5075968 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -5078157.000000 Penalty: 5327.791016
	Iteration 6F: 3 clusters Score -5078157 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5080235.500000 Penalty: 5327.791016
	Iteration 7F: 3 clusters Score -5080236 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5082353.000000 Penalty: 5327.791016
	Iteration 8F: 3 clusters Score -5082353 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5084152.000000 Penalty: 5327.791016
	Iteration 9Q: 3 clusters Score -5084152 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5085323.500000 Penalty: 5327.791016
	Iteration 10Q: 3 clusters Score -5085324 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5086032.000000 Penalty: 5327.791016
	Iteration 11Q: 3 clusters Score -5086032 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -5086544.000000 Penalty: 5327.791016
	Iteration 12Q: 3 clusters Score -5086544 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5086917.500000 Penalty: 5327.791016
	Iteration 13Q: 3 clusters Score -5086918 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -5087175.000000 Penalty: 5327.791016
	Iteration 14Q: 3 clusters Score -5087175 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -5087355.500000 Penalty: 5327.791016
	Iteration 15Q: 3 clusters Score -5087356 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5087500.500000 Penalty: 5327.791016
	Iteration 16Q: 3 clusters Score -5087500 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -5087583.500000 Penalty: 5327.791016
	Iteration 17Q: 3 clusters Score -5087584 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5087647.500000 Penalty: 5327.791016
	Iteration 18Q: 3 clusters Score -5087648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5087708.500000 Penalty: 5327.791016
	Iteration 19Q: 3 clusters Score -5087708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -5087772.500000 Penalty: 5327.791016
	Iteration 20F: 3 clusters Score -5087772 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5087820.000000 Penalty: 5327.791016
	Iteration 21Q: 3 clusters Score -5087820 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -5087853.000000 Penalty: 5327.791016
	Iteration 22Q: 3 clusters Score -5087853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -5087922.000000 Penalty: 5327.791016
	Iteration 23Q: 3 clusters Score -5087922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5088008.500000 Penalty: 5327.791016
	Iteration 24Q: 3 clusters Score -5088008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5088094.500000 Penalty: 5327.791016
	Iteration 25Q: 3 clusters Score -5088094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -5088283.000000 Penalty: 5327.791016
	Iteration 26Q: 3 clusters Score -5088283 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5088550.000000 Penalty: 5327.791016
	Iteration 27Q: 3 clusters Score -5088550 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5088783.000000 Penalty: 5327.791016
	Iteration 28Q: 3 clusters Score -5088783 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5088932.000000 Penalty: 5327.791016
	Iteration 29Q: 3 clusters Score -5088932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5088975.500000 Penalty: 5327.791016
	Iteration 30Q: 3 clusters Score -5088976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5088994.000000 Penalty: 5327.791016
	Iteration 31Q: 3 clusters Score -5088994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -5089007.000000 Penalty: 5327.791016
	Iteration 32Q: 3 clusters Score -5089007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5089004.000000 Penalty: 5327.791016
	Iteration 33Q: 3 clusters Score -5089004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5088998.000000 Penalty: 5327.791016
	Iteration 34Q: 3 clusters Score -5088998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -5089011.500000 Penalty: 5327.791016
	Iteration 35Q: 3 clusters Score -5089012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5089019.000000 Penalty: 5327.791016
	Iteration 36Q: 3 clusters Score -5089019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5089019.500000 Penalty: 5327.791016
	Iteration 37Q: 3 clusters Score -5089020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5089019.000000 Penalty: 5327.791016
	Iteration 38Q: 3 clusters Score -5089019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5089018.000000 Penalty: 5327.791016
	Iteration 39Q: 3 clusters Score -5089018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5089018.000000 Penalty: 5327.791016
	Iteration 40F: 3 clusters Score -5089018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 17678 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346462 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 5905 members 
Entering Unmasked Estep 
Score: -110900856.000000 Penalty: 123460.500000
Splitting cluster 11 changes total score from -110899936.000000 to -110900856.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 12 (12556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Entering Unmasked Estep 
Score: -1390416.250000 Penalty: 2340.612549
	Iteration 0F: 2 clusters Score -1390416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1381150.750000 Penalty: 4681.225098
	Iteration 0F: 3 clusters Score -1381151 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1384445.500000 Penalty: 4681.225098
	Iteration 1F: 3 clusters Score -1384446 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1385162.875000 Penalty: 4681.225098
	Iteration 2F: 3 clusters Score -1385163 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1385713.500000 Penalty: 4681.225098
	Iteration 3F: 3 clusters Score -1385714 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1386181.500000 Penalty: 4681.225098
	Iteration 4F: 3 clusters Score -1386182 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1386643.625000 Penalty: 4681.225098
	Iteration 5F: 3 clusters Score -1386644 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1387053.875000 Penalty: 4681.225098
	Iteration 6F: 3 clusters Score -1387054 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1387412.125000 Penalty: 4681.225098
	Iteration 7Q: 3 clusters Score -1387412 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1387723.875000 Penalty: 4681.225098
	Iteration 8Q: 3 clusters Score -1387724 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1388010.125000 Penalty: 4681.225098
	Iteration 9Q: 3 clusters Score -1388010 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1388270.000000 Penalty: 4681.225098
	Iteration 10Q: 3 clusters Score -1388270 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1388490.875000 Penalty: 4681.225098
	Iteration 11Q: 3 clusters Score -1388491 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1388671.250000 Penalty: 4681.225098
	Iteration 12Q: 3 clusters Score -1388671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1388805.500000 Penalty: 4681.225098
	Iteration 13Q: 3 clusters Score -1388806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1388941.000000 Penalty: 4681.225098
	Iteration 14Q: 3 clusters Score -1388941 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1389018.125000 Penalty: 4681.225098
	Iteration 15Q: 3 clusters Score -1389018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1389062.875000 Penalty: 4681.225098
	Iteration 16Q: 3 clusters Score -1389063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1389118.750000 Penalty: 4681.225098
	Iteration 17Q: 3 clusters Score -1389119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1389153.375000 Penalty: 4681.225098
	Iteration 18Q: 3 clusters Score -1389153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1389171.375000 Penalty: 4681.225098
	Iteration 19Q: 3 clusters Score -1389171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1389201.250000 Penalty: 4681.225098
	Iteration 20F: 3 clusters Score -1389201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1389236.000000 Penalty: 4681.225098
	Iteration 21Q: 3 clusters Score -1389236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1389268.500000 Penalty: 4681.225098
	Iteration 22Q: 3 clusters Score -1389268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1389279.875000 Penalty: 4681.225098
	Iteration 23Q: 3 clusters Score -1389280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1389287.000000 Penalty: 4681.225098
	Iteration 24Q: 3 clusters Score -1389287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1389299.625000 Penalty: 4681.225098
	Iteration 25Q: 3 clusters Score -1389300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1389311.625000 Penalty: 4681.225098
	Iteration 26Q: 3 clusters Score -1389312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1389331.500000 Penalty: 4681.225098
	Iteration 27Q: 3 clusters Score -1389332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1389340.500000 Penalty: 4681.225098
	Iteration 28Q: 3 clusters Score -1389340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1389352.125000 Penalty: 4681.225098
	Iteration 29Q: 3 clusters Score -1389352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1389361.500000 Penalty: 4681.225098
	Iteration 30Q: 3 clusters Score -1389362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1389368.000000 Penalty: 4681.225098
	Iteration 31Q: 3 clusters Score -1389368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1389376.250000 Penalty: 4681.225098
	Iteration 32Q: 3 clusters Score -1389376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1389382.750000 Penalty: 4681.225098
	Iteration 33Q: 3 clusters Score -1389383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1389388.375000 Penalty: 4681.225098
	Iteration 34Q: 3 clusters Score -1389388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1389396.250000 Penalty: 4681.225098
	Iteration 35Q: 3 clusters Score -1389396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1389407.000000 Penalty: 4681.225098
	Iteration 36Q: 3 clusters Score -1389407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1389410.125000 Penalty: 4681.225098
	Iteration 37Q: 3 clusters Score -1389410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1389413.250000 Penalty: 4681.225098
	Iteration 38Q: 3 clusters Score -1389413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1389420.750000 Penalty: 4681.225098
	Iteration 39Q: 3 clusters Score -1389421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1389424.250000 Penalty: 4681.225098
	Iteration 40F: 3 clusters Score -1389424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1389427.000000 Penalty: 4681.225098
	Iteration 41Q: 3 clusters Score -1389427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1389427.500000 Penalty: 4681.225098
	Iteration 42Q: 3 clusters Score -1389428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1389428.875000 Penalty: 4681.225098
	Iteration 43Q: 3 clusters Score -1389429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1389434.500000 Penalty: 4681.225098
	Iteration 44Q: 3 clusters Score -1389434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1389434.750000 Penalty: 4681.225098
	Iteration 45Q: 3 clusters Score -1389435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1389434.750000 Penalty: 4681.225098
	Iteration 46F: 3 clusters Score -1389435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -436542.187500 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -436542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -432653.906250 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -432653.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -433504.187500 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -433504.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -433711.593750 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -433711.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -433847.250000 Penalty: 4100.909180
	Iteration 3F: 3 clusters Score -433847.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -433935.718750 Penalty: 4100.909180
	Iteration 4Q: 3 clusters Score -433935.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -433994.000000 Penalty: 4100.909180
	Iteration 5Q: 3 clusters Score -433994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -434038.781250 Penalty: 4100.909180
	Iteration 6Q: 3 clusters Score -434038.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -434078.531250 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -434078.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -434118.531250 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -434118.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -434173.312500 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -434173.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -434236.593750 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -434236.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -434323.218750 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -434323.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -434409.906250 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -434409.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -434480.625000 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -434480.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -434553.250000 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -434553.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -434630.437500 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -434630.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -434712.062500 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -434712.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -434826.031250 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -434826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -434947.593750 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -434947.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -435045.187500 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -435045.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -435174.156250 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -435174.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -435342.437500 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -435342.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -435518.843750 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -435518.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -435689.125000 Penalty: 4100.909180
	Iteration 23Q: 3 clusters Score -435689.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -435874.375000 Penalty: 4100.909180
	Iteration 24Q: 3 clusters Score -435874.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -436045.937500 Penalty: 4100.909180
	Iteration 25Q: 3 clusters Score -436045.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -436213.375000 Penalty: 4100.909180
	Iteration 26Q: 3 clusters Score -436213.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -436344.218750 Penalty: 4100.909180
	Iteration 27Q: 3 clusters Score -436344.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -436406.218750 Penalty: 4100.909180
	Iteration 28Q: 3 clusters Score -436406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -436425.656250 Penalty: 4100.909180
	Iteration 29Q: 3 clusters Score -436425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -436432.437500 Penalty: 4100.909180
	Iteration 30Q: 3 clusters Score -436432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -436438.062500 Penalty: 4100.909180
	Iteration 31Q: 3 clusters Score -436438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -436439.218750 Penalty: 4100.909180
	Iteration 32Q: 3 clusters Score -436439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -436440.812500 Penalty: 4100.909180
	Iteration 33Q: 3 clusters Score -436440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -436442.750000 Penalty: 4100.909180
	Iteration 34Q: 3 clusters Score -436442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -436442.750000 Penalty: 4100.909180
	Iteration 35F: 3 clusters Score -436442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -874453.625000 Penalty: 2213.875244
	Iteration 0F: 2 clusters Score -874453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -868328.250000 Penalty: 4427.750488
	Iteration 0F: 3 clusters Score -868328.2 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -869947.000000 Penalty: 4427.750488
	Iteration 1F: 3 clusters Score -869947 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -870174.875000 Penalty: 4427.750488
	Iteration 2F: 3 clusters Score -870174.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -870318.562500 Penalty: 4427.750488
	Iteration 3Q: 3 clusters Score -870318.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -870416.687500 Penalty: 4427.750488
	Iteration 4Q: 3 clusters Score -870416.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -870494.187500 Penalty: 4427.750488
	Iteration 5Q: 3 clusters Score -870494.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -870558.000000 Penalty: 4427.750488
	Iteration 6Q: 3 clusters Score -870558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -870614.375000 Penalty: 4427.750488
	Iteration 7Q: 3 clusters Score -870614.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -870665.125000 Penalty: 4427.750488
	Iteration 8Q: 3 clusters Score -870665.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -870706.750000 Penalty: 4427.750488
	Iteration 9Q: 3 clusters Score -870706.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -870740.125000 Penalty: 4427.750488
	Iteration 10Q: 3 clusters Score -870740.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -870773.312500 Penalty: 4427.750488
	Iteration 11Q: 3 clusters Score -870773.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -870806.750000 Penalty: 4427.750488
	Iteration 12Q: 3 clusters Score -870806.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -870833.312500 Penalty: 4427.750488
	Iteration 13Q: 3 clusters Score -870833.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -870874.812500 Penalty: 4427.750488
	Iteration 14Q: 3 clusters Score -870874.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -870907.625000 Penalty: 4427.750488
	Iteration 15Q: 3 clusters Score -870907.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -870936.937500 Penalty: 4427.750488
	Iteration 16Q: 3 clusters Score -870936.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -870966.187500 Penalty: 4427.750488
	Iteration 17Q: 3 clusters Score -870966.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -870995.937500 Penalty: 4427.750488
	Iteration 18Q: 3 clusters Score -870995.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -871032.875000 Penalty: 4427.750488
	Iteration 19Q: 3 clusters Score -871032.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -871077.750000 Penalty: 4427.750488
	Iteration 20F: 3 clusters Score -871077.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -871135.687500 Penalty: 4427.750488
	Iteration 21Q: 3 clusters Score -871135.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -871187.500000 Penalty: 4427.750488
	Iteration 22Q: 3 clusters Score -871187.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -871244.187500 Penalty: 4427.750488
	Iteration 23Q: 3 clusters Score -871244.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -871327.125000 Penalty: 4427.750488
	Iteration 24Q: 3 clusters Score -871327.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -871439.500000 Penalty: 4427.750488
	Iteration 25Q: 3 clusters Score -871439.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -871541.062500 Penalty: 4427.750488
	Iteration 26Q: 3 clusters Score -871541.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -871624.062500 Penalty: 4427.750488
	Iteration 27Q: 3 clusters Score -871624.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -871706.687500 Penalty: 4427.750488
	Iteration 28Q: 3 clusters Score -871706.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -871792.062500 Penalty: 4427.750488
	Iteration 29Q: 3 clusters Score -871792.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -871873.375000 Penalty: 4427.750488
	Iteration 30Q: 3 clusters Score -871873.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -871949.312500 Penalty: 4427.750488
	Iteration 31Q: 3 clusters Score -871949.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -872017.812500 Penalty: 4427.750488
	Iteration 32Q: 3 clusters Score -872017.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -872080.250000 Penalty: 4427.750488
	Iteration 33Q: 3 clusters Score -872080.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -872143.687500 Penalty: 4427.750488
	Iteration 34Q: 3 clusters Score -872143.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -872193.812500 Penalty: 4427.750488
	Iteration 35Q: 3 clusters Score -872193.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -872246.187500 Penalty: 4427.750488
	Iteration 36Q: 3 clusters Score -872246.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -872277.812500 Penalty: 4427.750488
	Iteration 37Q: 3 clusters Score -872277.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -872296.500000 Penalty: 4427.750488
	Iteration 38Q: 3 clusters Score -872296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -872313.062500 Penalty: 4427.750488
	Iteration 39Q: 3 clusters Score -872313.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -872325.625000 Penalty: 4427.750488
	Iteration 40F: 3 clusters Score -872325.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -872334.437500 Penalty: 4427.750488
	Iteration 41Q: 3 clusters Score -872334.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -872344.062500 Penalty: 4427.750488
	Iteration 42Q: 3 clusters Score -872344.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -872353.500000 Penalty: 4427.750488
	Iteration 43Q: 3 clusters Score -872353.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -872368.500000 Penalty: 4427.750488
	Iteration 44Q: 3 clusters Score -872368.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -872389.312500 Penalty: 4427.750488
	Iteration 45Q: 3 clusters Score -872389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -872409.062500 Penalty: 4427.750488
	Iteration 46Q: 3 clusters Score -872409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -872423.375000 Penalty: 4427.750488
	Iteration 47Q: 3 clusters Score -872423.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -872432.125000 Penalty: 4427.750488
	Iteration 48Q: 3 clusters Score -872432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -872439.000000 Penalty: 4427.750488
	Iteration 49Q: 3 clusters Score -872439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -872447.687500 Penalty: 4427.750488
	Iteration 50Q: 3 clusters Score -872447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -872459.000000 Penalty: 4427.750488
	Iteration 51Q: 3 clusters Score -872459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -872474.937500 Penalty: 4427.750488
	Iteration 52Q: 3 clusters Score -872474.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -872483.437500 Penalty: 4427.750488
	Iteration 53Q: 3 clusters Score -872483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -872485.937500 Penalty: 4427.750488
	Iteration 54Q: 3 clusters Score -872485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -872494.000000 Penalty: 4427.750488
	Iteration 55Q: 3 clusters Score -872494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -872502.312500 Penalty: 4427.750488
	Iteration 56Q: 3 clusters Score -872502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -872507.437500 Penalty: 4427.750488
	Iteration 57Q: 3 clusters Score -872507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -872510.250000 Penalty: 4427.750488
	Iteration 58Q: 3 clusters Score -872510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -872512.250000 Penalty: 4427.750488
	Iteration 59Q: 3 clusters Score -872512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -872513.687500 Penalty: 4427.750488
	Iteration 60F: 3 clusters Score -872513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -872517.500000 Penalty: 4427.750488
	Iteration 61Q: 3 clusters Score -872517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -872520.187500 Penalty: 4427.750488
	Iteration 62Q: 3 clusters Score -872520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -872522.062500 Penalty: 4427.750488
	Iteration 63Q: 3 clusters Score -872522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -872521.875000 Penalty: 4427.750488
	Iteration 64Q: 3 clusters Score -872521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -872521.875000 Penalty: 4427.750488
	Iteration 65F: 3 clusters Score -872521.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Entering Unmasked Estep 
Score: -12062079.000000 Penalty: 2870.795410
	Iteration 0F: 2 clusters Score -1.206208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -11990731.000000 Penalty: 5741.590820
	Iteration 0F: 3 clusters Score -1.199073e+07 nChanged 50391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -12019208.000000 Penalty: 5741.590820
	Iteration 1F: 3 clusters Score -1.201921e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -12019935.000000 Penalty: 5741.590820
	Iteration 2Q: 3 clusters Score -1.201994e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -12020774.000000 Penalty: 5741.590820
	Iteration 3Q: 3 clusters Score -1.202077e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -12022109.000000 Penalty: 5741.590820
	Iteration 4Q: 3 clusters Score -1.202211e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -12024061.000000 Penalty: 5741.590820
	Iteration 5Q: 3 clusters Score -1.202406e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -12027523.000000 Penalty: 5741.590820
	Iteration 6F: 3 clusters Score -1.202752e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -12033061.000000 Penalty: 5741.590820
	Iteration 7F: 3 clusters Score -1.203306e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -12040650.000000 Penalty: 5741.590820
	Iteration 8F: 3 clusters Score -1.204065e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -12048593.000000 Penalty: 5741.590820
	Iteration 9F: 3 clusters Score -1.204859e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -12054289.000000 Penalty: 5741.590820
	Iteration 10F: 3 clusters Score -1.205429e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -12057405.000000 Penalty: 5741.590820
	Iteration 11Q: 3 clusters Score -1.20574e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12058680.000000 Penalty: 5741.590820
	Iteration 12Q: 3 clusters Score -1.205868e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12059158.000000 Penalty: 5741.590820
	Iteration 13Q: 3 clusters Score -1.205916e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12059329.000000 Penalty: 5741.590820
	Iteration 14Q: 3 clusters Score -1.205933e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12059415.000000 Penalty: 5741.590820
	Iteration 15Q: 3 clusters Score -1.205942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12059469.000000 Penalty: 5741.590820
	Iteration 16Q: 3 clusters Score -1.205947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12059480.000000 Penalty: 5741.590820
	Iteration 17Q: 3 clusters Score -1.205948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12059533.000000 Penalty: 5741.590820
	Iteration 18Q: 3 clusters Score -1.205953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12059550.000000 Penalty: 5741.590820
	Iteration 19Q: 3 clusters Score -1.205955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12059572.000000 Penalty: 5741.590820
	Iteration 20F: 3 clusters Score -1.205957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12059585.000000 Penalty: 5741.590820
	Iteration 21Q: 3 clusters Score -1.205958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12059590.000000 Penalty: 5741.590820
	Iteration 22Q: 3 clusters Score -1.205959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12059597.000000 Penalty: 5741.590820
	Iteration 23Q: 3 clusters Score -1.20596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12059596.000000 Penalty: 5741.590820
	Iteration 24Q: 3 clusters Score -1.20596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12059600.000000 Penalty: 5741.590820
	Iteration 25Q: 3 clusters Score -1.20596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106156 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12059601.000000 Penalty: 5741.590820
	Iteration 26Q: 3 clusters Score -1.20596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12059607.000000 Penalty: 5741.590820
	Iteration 27Q: 3 clusters Score -1.205961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12059601.000000 Penalty: 5741.590820
	Iteration 28Q: 3 clusters Score -1.20596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12059601.000000 Penalty: 5741.590820
	Iteration 29F: 3 clusters Score -1.20596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Entering Unmasked Estep 
Score: -5657869.500000 Penalty: 2682.071777
	Iteration 0F: 2 clusters Score -5657870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -5624343.500000 Penalty: 5364.143555
	Iteration 0F: 3 clusters Score -5624344 nChanged 22939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5637271.000000 Penalty: 5364.143555
	Iteration 1F: 3 clusters Score -5637271 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5638256.000000 Penalty: 5364.143555
	Iteration 2Q: 3 clusters Score -5638256 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5639584.000000 Penalty: 5364.143555
	Iteration 3F: 3 clusters Score -5639584 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5641405.000000 Penalty: 5364.143555
	Iteration 4F: 3 clusters Score -5641405 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5643703.500000 Penalty: 5364.143555
	Iteration 5F: 3 clusters Score -5643704 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5646067.000000 Penalty: 5364.143555
	Iteration 6F: 3 clusters Score -5646067 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5648043.000000 Penalty: 5364.143555
	Iteration 7F: 3 clusters Score -5648043 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -5649506.000000 Penalty: 5364.143555
	Iteration 8F: 3 clusters Score -5649506 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -5650596.000000 Penalty: 5364.143555
	Iteration 9Q: 3 clusters Score -5650596 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -5651471.000000 Penalty: 5364.143555
	Iteration 10Q: 3 clusters Score -5651471 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5652134.000000 Penalty: 5364.143555
	Iteration 11Q: 3 clusters Score -5652134 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5652780.000000 Penalty: 5364.143555
	Iteration 12Q: 3 clusters Score -5652780 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5653423.000000 Penalty: 5364.143555
	Iteration 13Q: 3 clusters Score -5653423 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5654008.500000 Penalty: 5364.143555
	Iteration 14Q: 3 clusters Score -5654008 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5654515.000000 Penalty: 5364.143555
	Iteration 15Q: 3 clusters Score -5654515 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5654887.500000 Penalty: 5364.143555
	Iteration 16Q: 3 clusters Score -5654888 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5655167.500000 Penalty: 5364.143555
	Iteration 17Q: 3 clusters Score -5655168 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5655360.000000 Penalty: 5364.143555
	Iteration 18Q: 3 clusters Score -5655360 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5655460.500000 Penalty: 5364.143555
	Iteration 19Q: 3 clusters Score -5655460 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -5655542.500000 Penalty: 5364.143555
	Iteration 20F: 3 clusters Score -5655542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -5655599.000000 Penalty: 5364.143555
	Iteration 21Q: 3 clusters Score -5655599 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5655634.500000 Penalty: 5364.143555
	Iteration 22Q: 3 clusters Score -5655634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -5655661.500000 Penalty: 5364.143555
	Iteration 23Q: 3 clusters Score -5655662 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5655673.500000 Penalty: 5364.143555
	Iteration 24Q: 3 clusters Score -5655674 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5655677.000000 Penalty: 5364.143555
	Iteration 25Q: 3 clusters Score -5655677 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -5655699.500000 Penalty: 5364.143555
	Iteration 26Q: 3 clusters Score -5655700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -5655721.500000 Penalty: 5364.143555
	Iteration 27Q: 3 clusters Score -5655722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -5655716.000000 Penalty: 5364.143555
	Iteration 28Q: 3 clusters Score -5655716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -5655719.000000 Penalty: 5364.143555
	Iteration 29Q: 3 clusters Score -5655719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5655730.500000 Penalty: 5364.143555
	Iteration 30Q: 3 clusters Score -5655730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5655743.500000 Penalty: 5364.143555
	Iteration 31Q: 3 clusters Score -5655744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -5655733.500000 Penalty: 5364.143555
	Iteration 32Q: 3 clusters Score -5655734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5655730.500000 Penalty: 5364.143555
	Iteration 33Q: 3 clusters Score -5655730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5655733.000000 Penalty: 5364.143555
	Iteration 34Q: 3 clusters Score -5655733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -5655730.000000 Penalty: 5364.143555
	Iteration 35Q: 3 clusters Score -5655730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -5655738.000000 Penalty: 5364.143555
	Iteration 36Q: 3 clusters Score -5655738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -5655727.500000 Penalty: 5364.143555
	Iteration 37Q: 3 clusters Score -5655728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5655730.500000 Penalty: 5364.143555
	Iteration 38Q: 3 clusters Score -5655730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5655727.500000 Penalty: 5364.143555
	Iteration 39Q: 3 clusters Score -5655728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5655727.500000 Penalty: 5364.143555
	Iteration 40F: 3 clusters Score -5655728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -45604.109375 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -45604.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44262.511719 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -44262.51 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44604.394531 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -44604.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44714.375000 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -44714.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44868.324219 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -44868.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45023.671875 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -45023.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45072.941406 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -45072.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45183.457031 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -45183.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45340.230469 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -45340.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45496.132812 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -45496.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45684.000000 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -45684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45898.011719 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -45898.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46180.402344 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -46180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46474.964844 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -46474.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46818.464844 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -46818.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46998.109375 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -46998.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47165.890625 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -47165.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47579.707031 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -47579.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47610.925781 Penalty: 3079.460693
	Iteration 17F: 3 clusters Score -47610.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47752.074219 Penalty: 3079.460693
	Iteration 18Q: 3 clusters Score -47752.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47823.714844 Penalty: 3079.460693
	Iteration 19Q: 3 clusters Score -47823.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47823.714844 Penalty: 3079.460693
	Iteration 20F: 3 clusters Score -47823.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 17678 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346462 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 5905 members 
Mstep: Class 37 contains 353 members 
Entering Unmasked Estep 
Score: -110901176.000000 Penalty: 126889.953125
Splitting cluster 17 changes total score from -110899936.000000 to -110901176.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -205345.531250 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -205345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202774.609375 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -202774.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -203219.937500 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -203219.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -203343.250000 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -203343.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -203404.968750 Penalty: 3739.621094
	Iteration 3Q: 3 clusters Score -203405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -203442.234375 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -203442.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -203470.218750 Penalty: 3739.621094
	Iteration 5Q: 3 clusters Score -203470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -203497.390625 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -203497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203516.750000 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -203516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203531.093750 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -203531.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -203542.078125 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -203542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -203546.640625 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -203546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203551.625000 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -203551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203555.531250 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -203555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203558.125000 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -203558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203559.765625 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -203559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203562.281250 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -203562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203562.046875 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -203562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203562.046875 Penalty: 3739.621094
	Iteration 17F: 3 clusters Score -203562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -598277.062500 Penalty: 2154.694580
	Iteration 0F: 2 clusters Score -598277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -593142.750000 Penalty: 4309.389160
	Iteration 0F: 3 clusters Score -593142.8 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -594526.937500 Penalty: 4309.389160
	Iteration 1F: 3 clusters Score -594526.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -594824.562500 Penalty: 4309.389160
	Iteration 2F: 3 clusters Score -594824.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -595022.375000 Penalty: 4309.389160
	Iteration 3F: 3 clusters Score -595022.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -595168.312500 Penalty: 4309.389160
	Iteration 4Q: 3 clusters Score -595168.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -595275.312500 Penalty: 4309.389160
	Iteration 5Q: 3 clusters Score -595275.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -595371.437500 Penalty: 4309.389160
	Iteration 6Q: 3 clusters Score -595371.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -595480.375000 Penalty: 4309.389160
	Iteration 7Q: 3 clusters Score -595480.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -595583.187500 Penalty: 4309.389160
	Iteration 8Q: 3 clusters Score -595583.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -595660.812500 Penalty: 4309.389160
	Iteration 9Q: 3 clusters Score -595660.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -595725.625000 Penalty: 4309.389160
	Iteration 10Q: 3 clusters Score -595725.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -595797.312500 Penalty: 4309.389160
	Iteration 11Q: 3 clusters Score -595797.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -595868.125000 Penalty: 4309.389160
	Iteration 12Q: 3 clusters Score -595868.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -595947.187500 Penalty: 4309.389160
	Iteration 13Q: 3 clusters Score -595947.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -596014.437500 Penalty: 4309.389160
	Iteration 14Q: 3 clusters Score -596014.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -596070.625000 Penalty: 4309.389160
	Iteration 15Q: 3 clusters Score -596070.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -596115.125000 Penalty: 4309.389160
	Iteration 16Q: 3 clusters Score -596115.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -596149.250000 Penalty: 4309.389160
	Iteration 17Q: 3 clusters Score -596149.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -596179.687500 Penalty: 4309.389160
	Iteration 18Q: 3 clusters Score -596179.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -596205.187500 Penalty: 4309.389160
	Iteration 19Q: 3 clusters Score -596205.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -596229.000000 Penalty: 4309.389160
	Iteration 20F: 3 clusters Score -596229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -596247.812500 Penalty: 4309.389160
	Iteration 21Q: 3 clusters Score -596247.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -596265.250000 Penalty: 4309.389160
	Iteration 22Q: 3 clusters Score -596265.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -596279.437500 Penalty: 4309.389160
	Iteration 23Q: 3 clusters Score -596279.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -596294.000000 Penalty: 4309.389160
	Iteration 24Q: 3 clusters Score -596294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -596304.812500 Penalty: 4309.389160
	Iteration 25Q: 3 clusters Score -596304.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -596311.000000 Penalty: 4309.389160
	Iteration 26Q: 3 clusters Score -596311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -596315.250000 Penalty: 4309.389160
	Iteration 27Q: 3 clusters Score -596315.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -596323.750000 Penalty: 4309.389160
	Iteration 28Q: 3 clusters Score -596323.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -596333.625000 Penalty: 4309.389160
	Iteration 29Q: 3 clusters Score -596333.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -596337.625000 Penalty: 4309.389160
	Iteration 30Q: 3 clusters Score -596337.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -596341.937500 Penalty: 4309.389160
	Iteration 31Q: 3 clusters Score -596341.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -596347.625000 Penalty: 4309.389160
	Iteration 32Q: 3 clusters Score -596347.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -596349.250000 Penalty: 4309.389160
	Iteration 33Q: 3 clusters Score -596349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -596352.750000 Penalty: 4309.389160
	Iteration 34Q: 3 clusters Score -596352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -596353.562500 Penalty: 4309.389160
	Iteration 35Q: 3 clusters Score -596353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -596353.000000 Penalty: 4309.389160
	Iteration 36Q: 3 clusters Score -596353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -596355.625000 Penalty: 4309.389160
	Iteration 37Q: 3 clusters Score -596355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -596356.625000 Penalty: 4309.389160
	Iteration 38Q: 3 clusters Score -596356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -596356.937500 Penalty: 4309.389160
	Iteration 39Q: 3 clusters Score -596356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -596357.562500 Penalty: 4309.389160
	Iteration 40F: 3 clusters Score -596357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -596357.625000 Penalty: 4309.389160
	Iteration 41Q: 3 clusters Score -596357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -596356.687500 Penalty: 4309.389160
	Iteration 42Q: 3 clusters Score -596356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -596357.437500 Penalty: 4309.389160
	Iteration 43Q: 3 clusters Score -596357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -596357.437500 Penalty: 4309.389160
	Iteration 44F: 3 clusters Score -596357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -142243.718750 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -142243.7 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 700 members 
Entering Unmasked Estep 
Score: -140069.359375 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -140069.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -140444.078125 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -140444.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140542.625000 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -140542.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140587.921875 Penalty: 3586.000000
	Iteration 3Q: 3 clusters Score -140587.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -140619.328125 Penalty: 3586.000000
	Iteration 4Q: 3 clusters Score -140619.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140635.781250 Penalty: 3586.000000
	Iteration 5Q: 3 clusters Score -140635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140649.281250 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -140649.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140672.796875 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -140672.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -140687.734375 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -140687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140702.218750 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -140702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140714.656250 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -140714.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -140729.156250 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -140729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -140743.140625 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -140743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -140753.531250 Penalty: 3586.000000
	Iteration 13Q: 3 clusters Score -140753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -140767.234375 Penalty: 3586.000000
	Iteration 14Q: 3 clusters Score -140767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -140781.093750 Penalty: 3586.000000
	Iteration 15Q: 3 clusters Score -140781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140792.671875 Penalty: 3586.000000
	Iteration 16Q: 3 clusters Score -140792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140799.562500 Penalty: 3586.000000
	Iteration 17Q: 3 clusters Score -140799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -140805.765625 Penalty: 3586.000000
	Iteration 18Q: 3 clusters Score -140805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -140809.500000 Penalty: 3586.000000
	Iteration 19Q: 3 clusters Score -140809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -140811.328125 Penalty: 3586.000000
	Iteration 20F: 3 clusters Score -140811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140813.625000 Penalty: 3586.000000
	Iteration 21Q: 3 clusters Score -140813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -140816.593750 Penalty: 3586.000000
	Iteration 22Q: 3 clusters Score -140816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -140816.593750 Penalty: 3586.000000
	Iteration 23F: 3 clusters Score -140816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Entering Unmasked Estep 
Score: -1719154.125000 Penalty: 2384.752930
	Iteration 0F: 2 clusters Score -1719154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1708315.500000 Penalty: 4769.505859
	Iteration 0F: 3 clusters Score -1708316 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1711696.750000 Penalty: 4769.505859
	Iteration 1F: 3 clusters Score -1711697 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1711990.500000 Penalty: 4769.505859
	Iteration 2F: 3 clusters Score -1711990 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1712242.250000 Penalty: 4769.505859
	Iteration 3Q: 3 clusters Score -1712242 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1712484.375000 Penalty: 4769.505859
	Iteration 4Q: 3 clusters Score -1712484 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1712739.625000 Penalty: 4769.505859
	Iteration 5Q: 3 clusters Score -1712740 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1713034.500000 Penalty: 4769.505859
	Iteration 6Q: 3 clusters Score -1713034 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1713334.125000 Penalty: 4769.505859
	Iteration 7Q: 3 clusters Score -1713334 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1713658.625000 Penalty: 4769.505859
	Iteration 8Q: 3 clusters Score -1713659 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1714035.250000 Penalty: 4769.505859
	Iteration 9Q: 3 clusters Score -1714035 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1714432.500000 Penalty: 4769.505859
	Iteration 10Q: 3 clusters Score -1714432 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1714803.375000 Penalty: 4769.505859
	Iteration 11Q: 3 clusters Score -1714803 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1715156.125000 Penalty: 4769.505859
	Iteration 12Q: 3 clusters Score -1715156 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1715487.750000 Penalty: 4769.505859
	Iteration 13Q: 3 clusters Score -1715488 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1715796.125000 Penalty: 4769.505859
	Iteration 14Q: 3 clusters Score -1715796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1716040.375000 Penalty: 4769.505859
	Iteration 15Q: 3 clusters Score -1716040 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1716250.000000 Penalty: 4769.505859
	Iteration 16Q: 3 clusters Score -1716250 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1716434.875000 Penalty: 4769.505859
	Iteration 17Q: 3 clusters Score -1716435 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1716602.625000 Penalty: 4769.505859
	Iteration 18Q: 3 clusters Score -1716603 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1716733.750000 Penalty: 4769.505859
	Iteration 19Q: 3 clusters Score -1716734 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1716845.375000 Penalty: 4769.505859
	Iteration 20F: 3 clusters Score -1716845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1716924.875000 Penalty: 4769.505859
	Iteration 21Q: 3 clusters Score -1716925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1716993.000000 Penalty: 4769.505859
	Iteration 22Q: 3 clusters Score -1716993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1717041.625000 Penalty: 4769.505859
	Iteration 23Q: 3 clusters Score -1717042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1717077.375000 Penalty: 4769.505859
	Iteration 24Q: 3 clusters Score -1717077 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1717123.000000 Penalty: 4769.505859
	Iteration 25Q: 3 clusters Score -1717123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1717151.000000 Penalty: 4769.505859
	Iteration 26Q: 3 clusters Score -1717151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1717173.375000 Penalty: 4769.505859
	Iteration 27Q: 3 clusters Score -1717173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1717193.125000 Penalty: 4769.505859
	Iteration 28Q: 3 clusters Score -1717193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1717203.625000 Penalty: 4769.505859
	Iteration 29Q: 3 clusters Score -1717204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1717214.500000 Penalty: 4769.505859
	Iteration 30Q: 3 clusters Score -1717214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1717216.250000 Penalty: 4769.505859
	Iteration 31Q: 3 clusters Score -1717216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1717219.125000 Penalty: 4769.505859
	Iteration 32Q: 3 clusters Score -1717219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1717221.250000 Penalty: 4769.505859
	Iteration 33Q: 3 clusters Score -1717221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1717224.750000 Penalty: 4769.505859
	Iteration 34Q: 3 clusters Score -1717225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1717233.750000 Penalty: 4769.505859
	Iteration 35Q: 3 clusters Score -1717234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1717233.625000 Penalty: 4769.505859
	Iteration 36Q: 3 clusters Score -1717234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1717240.250000 Penalty: 4769.505859
	Iteration 37Q: 3 clusters Score -1717240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1717240.750000 Penalty: 4769.505859
	Iteration 38Q: 3 clusters Score -1717241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1717240.125000 Penalty: 4769.505859
	Iteration 39Q: 3 clusters Score -1717240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1717240.875000 Penalty: 4769.505859
	Iteration 40F: 3 clusters Score -1717241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -58654.957031 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -58654.96 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 354 members 
Entering Unmasked Estep 
Score: -56976.773438 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -56976.77 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57271.574219 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -57271.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57463.890625 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -57463.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57628.679688 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -57628.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57840.117188 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -57840.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58129.019531 Penalty: 3247.205566
	Iteration 5F: 3 clusters Score -58129.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58486.832031 Penalty: 3247.205566
	Iteration 6F: 3 clusters Score -58486.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -58845.148438 Penalty: 3247.205566
	Iteration 7F: 3 clusters Score -58845.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59105.453125 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -59105.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59276.757812 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -59276.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59468.972656 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -59468.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59610.812500 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -59610.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -59754.464844 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -59754.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59858.386719 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -59858.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59917.425781 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -59917.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59933.363281 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -59933.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -59968.531250 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -59968.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60044.992188 Penalty: 3247.205566
	Iteration 17Q: 3 clusters Score -60044.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -60133.757812 Penalty: 3247.205566
	Iteration 18Q: 3 clusters Score -60133.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60165.242188 Penalty: 3247.205566
	Iteration 19Q: 3 clusters Score -60165.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60281.121094 Penalty: 3247.205566
	Iteration 20F: 3 clusters Score -60281.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60327.191406 Penalty: 3247.205566
	Iteration 21Q: 3 clusters Score -60327.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60327.191406 Penalty: 3247.205566
	Iteration 22F: 3 clusters Score -60327.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 17678 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346462 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 5905 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 429 members 
Entering Unmasked Estep 
Score: -110901008.000000 Penalty: 130319.414062
Splitting cluster 22 changes total score from -110899936.000000 to -110901008.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (63775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Entering Unmasked Estep 
Score: -7098161.500000 Penalty: 2743.652832
	Iteration 0F: 2 clusters Score -7098162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -7055235.500000 Penalty: 5487.305664
	Iteration 0F: 3 clusters Score -7055236 nChanged 29779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -7071969.500000 Penalty: 5487.305664
	Iteration 1F: 3 clusters Score -7071970 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -7072468.500000 Penalty: 5487.305664
	Iteration 2Q: 3 clusters Score -7072468 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7073056.500000 Penalty: 5487.305664
	Iteration 3Q: 3 clusters Score -7073056 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -7073642.500000 Penalty: 5487.305664
	Iteration 4Q: 3 clusters Score -7073642 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -7074390.500000 Penalty: 5487.305664
	Iteration 5Q: 3 clusters Score -7074390 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -7075290.500000 Penalty: 5487.305664
	Iteration 6Q: 3 clusters Score -7075290 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -7076341.500000 Penalty: 5487.305664
	Iteration 7Q: 3 clusters Score -7076342 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7077906.500000 Penalty: 5487.305664
	Iteration 8Q: 3 clusters Score -7077906 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -7079868.000000 Penalty: 5487.305664
	Iteration 9F: 3 clusters Score -7079868 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -7082146.000000 Penalty: 5487.305664
	Iteration 10F: 3 clusters Score -7082146 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -7084471.500000 Penalty: 5487.305664
	Iteration 11F: 3 clusters Score -7084472 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7086622.000000 Penalty: 5487.305664
	Iteration 12F: 3 clusters Score -7086622 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -7088591.500000 Penalty: 5487.305664
	Iteration 13Q: 3 clusters Score -7088592 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -7090638.000000 Penalty: 5487.305664
	Iteration 14Q: 3 clusters Score -7090638 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -7092741.000000 Penalty: 5487.305664
	Iteration 15Q: 3 clusters Score -7092741 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -7094383.000000 Penalty: 5487.305664
	Iteration 16Q: 3 clusters Score -7094383 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -7095185.000000 Penalty: 5487.305664
	Iteration 17Q: 3 clusters Score -7095185 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -7095496.500000 Penalty: 5487.305664
	Iteration 18Q: 3 clusters Score -7095496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -7095633.000000 Penalty: 5487.305664
	Iteration 19Q: 3 clusters Score -7095633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -7095717.500000 Penalty: 5487.305664
	Iteration 20F: 3 clusters Score -7095718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -7095752.000000 Penalty: 5487.305664
	Iteration 21Q: 3 clusters Score -7095752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7095777.500000 Penalty: 5487.305664
	Iteration 22Q: 3 clusters Score -7095778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -7095803.000000 Penalty: 5487.305664
	Iteration 23Q: 3 clusters Score -7095803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -7095807.500000 Penalty: 5487.305664
	Iteration 24Q: 3 clusters Score -7095808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -7095815.500000 Penalty: 5487.305664
	Iteration 25Q: 3 clusters Score -7095816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -7095818.500000 Penalty: 5487.305664
	Iteration 26Q: 3 clusters Score -7095818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -7095821.500000 Penalty: 5487.305664
	Iteration 27Q: 3 clusters Score -7095822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7095825.000000 Penalty: 5487.305664
	Iteration 28Q: 3 clusters Score -7095825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7095828.500000 Penalty: 5487.305664
	Iteration 29Q: 3 clusters Score -7095828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -7095832.500000 Penalty: 5487.305664
	Iteration 30Q: 3 clusters Score -7095832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -7095841.500000 Penalty: 5487.305664
	Iteration 31Q: 3 clusters Score -7095842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -7095835.000000 Penalty: 5487.305664
	Iteration 32Q: 3 clusters Score -7095835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -7095835.000000 Penalty: 5487.305664
	Iteration 33F: 3 clusters Score -7095835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -245003.687500 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -245003.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242218.390625 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -242218.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242741.281250 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -242741.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242870.687500 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -242870.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -242943.109375 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -242943.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242990.015625 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -242990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -243032.234375 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -243032.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -243055.625000 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -243055.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -243070.328125 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -243070.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -243085.296875 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -243085.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243097.796875 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -243097.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243111.453125 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -243111.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -243121.203125 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -243121.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243137.359375 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -243137.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -243153.437500 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -243153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243175.812500 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -243175.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -243198.750000 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -243198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -243229.406250 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -243229.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -243263.437500 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -243263.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243289.671875 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -243289.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -243323.109375 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -243323.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -243349.609375 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -243349.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243389.562500 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -243389.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243428.531250 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -243428.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -243453.671875 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -243453.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243490.921875 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -243490.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243523.296875 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -243523.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -243551.875000 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -243551.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -243589.375000 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -243589.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -243614.125000 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -243614.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -243634.687500 Penalty: 3830.228516
	Iteration 29Q: 3 clusters Score -243634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -243644.375000 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -243644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -243650.234375 Penalty: 3830.228516
	Iteration 31Q: 3 clusters Score -243650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -243652.875000 Penalty: 3830.228516
	Iteration 32Q: 3 clusters Score -243652.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243660.234375 Penalty: 3830.228516
	Iteration 33Q: 3 clusters Score -243660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -243665.937500 Penalty: 3830.228516
	Iteration 34Q: 3 clusters Score -243665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -243671.093750 Penalty: 3830.228516
	Iteration 35Q: 3 clusters Score -243671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -243674.359375 Penalty: 3830.228516
	Iteration 36Q: 3 clusters Score -243674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -243674.921875 Penalty: 3830.228516
	Iteration 37Q: 3 clusters Score -243674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -243674.921875 Penalty: 3830.228516
	Iteration 38F: 3 clusters Score -243674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -275505.843750 Penalty: 1940.164917
	Iteration 0F: 2 clusters Score -275505.8 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 1269 members 
Entering Unmasked Estep 
Score: -272568.437500 Penalty: 3880.329834
	Iteration 0F: 3 clusters Score -272568.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -273118.750000 Penalty: 3880.329834
	Iteration 1F: 3 clusters Score -273118.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -273260.093750 Penalty: 3880.329834
	Iteration 2F: 3 clusters Score -273260.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -273334.281250 Penalty: 3880.329834
	Iteration 3Q: 3 clusters Score -273334.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -273387.156250 Penalty: 3880.329834
	Iteration 4Q: 3 clusters Score -273387.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -273413.468750 Penalty: 3880.329834
	Iteration 5Q: 3 clusters Score -273413.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -273429.843750 Penalty: 3880.329834
	Iteration 6Q: 3 clusters Score -273429.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -273441.187500 Penalty: 3880.329834
	Iteration 7Q: 3 clusters Score -273441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -273452.062500 Penalty: 3880.329834
	Iteration 8Q: 3 clusters Score -273452.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -273457.406250 Penalty: 3880.329834
	Iteration 9Q: 3 clusters Score -273457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -273460.843750 Penalty: 3880.329834
	Iteration 10Q: 3 clusters Score -273460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -273463.750000 Penalty: 3880.329834
	Iteration 11Q: 3 clusters Score -273463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -273468.312500 Penalty: 3880.329834
	Iteration 12Q: 3 clusters Score -273468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -273472.406250 Penalty: 3880.329834
	Iteration 13Q: 3 clusters Score -273472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -273475.343750 Penalty: 3880.329834
	Iteration 14Q: 3 clusters Score -273475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -273478.625000 Penalty: 3880.329834
	Iteration 15Q: 3 clusters Score -273478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -273481.500000 Penalty: 3880.329834
	Iteration 16Q: 3 clusters Score -273481.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -273483.531250 Penalty: 3880.329834
	Iteration 17Q: 3 clusters Score -273483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -273485.468750 Penalty: 3880.329834
	Iteration 18Q: 3 clusters Score -273485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -273486.812500 Penalty: 3880.329834
	Iteration 19Q: 3 clusters Score -273486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -273488.468750 Penalty: 3880.329834
	Iteration 20F: 3 clusters Score -273488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -273489.843750 Penalty: 3880.329834
	Iteration 21Q: 3 clusters Score -273489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -273491.343750 Penalty: 3880.329834
	Iteration 22Q: 3 clusters Score -273491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -273492.125000 Penalty: 3880.329834
	Iteration 23Q: 3 clusters Score -273492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -273494.031250 Penalty: 3880.329834
	Iteration 24Q: 3 clusters Score -273494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -273495.843750 Penalty: 3880.329834
	Iteration 25Q: 3 clusters Score -273495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -273497.125000 Penalty: 3880.329834
	Iteration 26Q: 3 clusters Score -273497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -273499.625000 Penalty: 3880.329834
	Iteration 27Q: 3 clusters Score -273499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -273501.250000 Penalty: 3880.329834
	Iteration 28Q: 3 clusters Score -273501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -273501.656250 Penalty: 3880.329834
	Iteration 29Q: 3 clusters Score -273501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -273502.968750 Penalty: 3880.329834
	Iteration 30Q: 3 clusters Score -273503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -273503.843750 Penalty: 3880.329834
	Iteration 31Q: 3 clusters Score -273503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -273504.875000 Penalty: 3880.329834
	Iteration 32Q: 3 clusters Score -273504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -273505.437500 Penalty: 3880.329834
	Iteration 33Q: 3 clusters Score -273505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -273505.343750 Penalty: 3880.329834
	Iteration 34Q: 3 clusters Score -273505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273505.593750 Penalty: 3880.329834
	Iteration 35Q: 3 clusters Score -273505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273505.593750 Penalty: 3880.329834
	Iteration 36F: 3 clusters Score -273505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Entering Unmasked Estep 
Score: -3846513.500000 Penalty: 2591.144775
	Iteration 0F: 2 clusters Score -3846514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3822963.750000 Penalty: 5182.289551
	Iteration 0F: 3 clusters Score -3822964 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3831590.250000 Penalty: 5182.289551
	Iteration 1F: 3 clusters Score -3831590 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3832188.750000 Penalty: 5182.289551
	Iteration 2Q: 3 clusters Score -3832189 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3832757.500000 Penalty: 5182.289551
	Iteration 3Q: 3 clusters Score -3832758 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3833464.250000 Penalty: 5182.289551
	Iteration 4Q: 3 clusters Score -3833464 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3834317.750000 Penalty: 5182.289551
	Iteration 5F: 3 clusters Score -3834318 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3835498.250000 Penalty: 5182.289551
	Iteration 6F: 3 clusters Score -3835498 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3836909.250000 Penalty: 5182.289551
	Iteration 7F: 3 clusters Score -3836909 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3838545.500000 Penalty: 5182.289551
	Iteration 8F: 3 clusters Score -3838546 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3840134.000000 Penalty: 5182.289551
	Iteration 9F: 3 clusters Score -3840134 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3841434.750000 Penalty: 5182.289551
	Iteration 10Q: 3 clusters Score -3841435 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3842160.500000 Penalty: 5182.289551
	Iteration 11Q: 3 clusters Score -3842160 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3842609.250000 Penalty: 5182.289551
	Iteration 12Q: 3 clusters Score -3842609 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3842927.250000 Penalty: 5182.289551
	Iteration 13Q: 3 clusters Score -3842927 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3843189.750000 Penalty: 5182.289551
	Iteration 14Q: 3 clusters Score -3843190 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3843352.000000 Penalty: 5182.289551
	Iteration 15Q: 3 clusters Score -3843352 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3843535.000000 Penalty: 5182.289551
	Iteration 16Q: 3 clusters Score -3843535 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -3843685.000000 Penalty: 5182.289551
	Iteration 17Q: 3 clusters Score -3843685 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3843812.500000 Penalty: 5182.289551
	Iteration 18Q: 3 clusters Score -3843812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3843911.500000 Penalty: 5182.289551
	Iteration 19Q: 3 clusters Score -3843912 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -3844025.000000 Penalty: 5182.289551
	Iteration 20F: 3 clusters Score -3844025 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -3844105.000000 Penalty: 5182.289551
	Iteration 21Q: 3 clusters Score -3844105 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3844186.750000 Penalty: 5182.289551
	Iteration 22Q: 3 clusters Score -3844187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -3844254.000000 Penalty: 5182.289551
	Iteration 23Q: 3 clusters Score -3844254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3844283.250000 Penalty: 5182.289551
	Iteration 24Q: 3 clusters Score -3844283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3844314.750000 Penalty: 5182.289551
	Iteration 25Q: 3 clusters Score -3844315 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -3844354.000000 Penalty: 5182.289551
	Iteration 26Q: 3 clusters Score -3844354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -3844377.000000 Penalty: 5182.289551
	Iteration 27Q: 3 clusters Score -3844377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3844399.750000 Penalty: 5182.289551
	Iteration 28Q: 3 clusters Score -3844400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3844409.250000 Penalty: 5182.289551
	Iteration 29Q: 3 clusters Score -3844409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3844429.000000 Penalty: 5182.289551
	Iteration 30Q: 3 clusters Score -3844429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3844435.500000 Penalty: 5182.289551
	Iteration 31Q: 3 clusters Score -3844436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3844458.000000 Penalty: 5182.289551
	Iteration 32Q: 3 clusters Score -3844458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3844473.000000 Penalty: 5182.289551
	Iteration 33Q: 3 clusters Score -3844473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3844492.750000 Penalty: 5182.289551
	Iteration 34Q: 3 clusters Score -3844493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -3844507.250000 Penalty: 5182.289551
	Iteration 35Q: 3 clusters Score -3844507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3844525.500000 Penalty: 5182.289551
	Iteration 36Q: 3 clusters Score -3844526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -3844536.250000 Penalty: 5182.289551
	Iteration 37Q: 3 clusters Score -3844536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3844542.000000 Penalty: 5182.289551
	Iteration 38Q: 3 clusters Score -3844542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3844560.750000 Penalty: 5182.289551
	Iteration 39Q: 3 clusters Score -3844561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3844563.000000 Penalty: 5182.289551
	Iteration 40F: 3 clusters Score -3844563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3844562.000000 Penalty: 5182.289551
	Iteration 41Q: 3 clusters Score -3844562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -3844565.750000 Penalty: 5182.289551
	Iteration 42Q: 3 clusters Score -3844566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3844569.000000 Penalty: 5182.289551
	Iteration 43Q: 3 clusters Score -3844569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -3844570.500000 Penalty: 5182.289551
	Iteration 44Q: 3 clusters Score -3844570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3844572.750000 Penalty: 5182.289551
	Iteration 45Q: 3 clusters Score -3844573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3844584.250000 Penalty: 5182.289551
	Iteration 46Q: 3 clusters Score -3844584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3844583.000000 Penalty: 5182.289551
	Iteration 47Q: 3 clusters Score -3844583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -3844591.500000 Penalty: 5182.289551
	Iteration 48Q: 3 clusters Score -3844592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -3844591.750000 Penalty: 5182.289551
	Iteration 49Q: 3 clusters Score -3844592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3844596.250000 Penalty: 5182.289551
	Iteration 50Q: 3 clusters Score -3844596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -3844600.000000 Penalty: 5182.289551
	Iteration 51Q: 3 clusters Score -3844600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3844600.250000 Penalty: 5182.289551
	Iteration 52Q: 3 clusters Score -3844600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -3844598.500000 Penalty: 5182.289551
	Iteration 53Q: 3 clusters Score -3844598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3844599.750000 Penalty: 5182.289551
	Iteration 54Q: 3 clusters Score -3844600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3844600.750000 Penalty: 5182.289551
	Iteration 55Q: 3 clusters Score -3844601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3844603.500000 Penalty: 5182.289551
	Iteration 56Q: 3 clusters Score -3844604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3844602.500000 Penalty: 5182.289551
	Iteration 57Q: 3 clusters Score -3844602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3844602.500000 Penalty: 5182.289551
	Iteration 58F: 3 clusters Score -3844602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Entering Unmasked Estep 
Score: -2030650.500000 Penalty: 2425.458740
	Iteration 0F: 2 clusters Score -2030650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2018048.125000 Penalty: 4850.917480
	Iteration 0F: 3 clusters Score -2018048 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2022892.000000 Penalty: 4850.917480
	Iteration 1F: 3 clusters Score -2022892 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2024407.625000 Penalty: 4850.917480
	Iteration 2F: 3 clusters Score -2024408 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2026173.875000 Penalty: 4850.917480
	Iteration 3F: 3 clusters Score -2026174 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2027749.750000 Penalty: 4850.917480
	Iteration 4F: 3 clusters Score -2027750 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2028902.125000 Penalty: 4850.917480
	Iteration 5F: 3 clusters Score -2028902 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2029629.625000 Penalty: 4850.917480
	Iteration 6F: 3 clusters Score -2029630 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2030045.750000 Penalty: 4850.917480
	Iteration 7Q: 3 clusters Score -2030046 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2030308.875000 Penalty: 4850.917480
	Iteration 8Q: 3 clusters Score -2030309 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2030514.625000 Penalty: 4850.917480
	Iteration 9Q: 3 clusters Score -2030515 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2030688.375000 Penalty: 4850.917480
	Iteration 10Q: 3 clusters Score -2030688 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2030838.125000 Penalty: 4850.917480
	Iteration 11Q: 3 clusters Score -2030838 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2030955.875000 Penalty: 4850.917480
	Iteration 12Q: 3 clusters Score -2030956 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2031054.625000 Penalty: 4850.917480
	Iteration 13Q: 3 clusters Score -2031055 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2031133.375000 Penalty: 4850.917480
	Iteration 14Q: 3 clusters Score -2031133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2031190.625000 Penalty: 4850.917480
	Iteration 15Q: 3 clusters Score -2031191 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2031241.375000 Penalty: 4850.917480
	Iteration 16Q: 3 clusters Score -2031241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2031280.750000 Penalty: 4850.917480
	Iteration 17Q: 3 clusters Score -2031281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2031310.375000 Penalty: 4850.917480
	Iteration 18Q: 3 clusters Score -2031310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2031336.250000 Penalty: 4850.917480
	Iteration 19Q: 3 clusters Score -2031336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2031348.750000 Penalty: 4850.917480
	Iteration 20F: 3 clusters Score -2031349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2031359.250000 Penalty: 4850.917480
	Iteration 21Q: 3 clusters Score -2031359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2031373.250000 Penalty: 4850.917480
	Iteration 22Q: 3 clusters Score -2031373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2031376.125000 Penalty: 4850.917480
	Iteration 23Q: 3 clusters Score -2031376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2031377.375000 Penalty: 4850.917480
	Iteration 24Q: 3 clusters Score -2031377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2031382.000000 Penalty: 4850.917480
	Iteration 25Q: 3 clusters Score -2031382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2031381.750000 Penalty: 4850.917480
	Iteration 26Q: 3 clusters Score -2031382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2031385.750000 Penalty: 4850.917480
	Iteration 27Q: 3 clusters Score -2031386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2031385.750000 Penalty: 4850.917480
	Iteration 28F: 3 clusters Score -2031386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 346462 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 5905 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 15972 members 
Entering Unmasked Estep 
Score: -110900736.000000 Penalty: 133748.875000
Splitting cluster 27 changes total score from -110899936.000000 to -110900736.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -59102.011719 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -59102.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57498.207031 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -57498.21 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57746.460938 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -57746.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57858.082031 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -57858.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57938.992188 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -57938.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58033.730469 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -58033.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58105.078125 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -58105.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58187.335938 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -58187.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58269.277344 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -58269.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58338.074219 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -58338.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58380.894531 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -58380.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58424.566406 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -58424.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58475.410156 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -58475.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58509.062500 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -58509.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58535.761719 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -58535.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58549.988281 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -58549.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58557.562500 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -58557.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58574.640625 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -58574.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58580.851562 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -58580.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58583.867188 Penalty: 3181.887939
	Iteration 18Q: 3 clusters Score -58583.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58597.609375 Penalty: 3181.887939
	Iteration 19Q: 3 clusters Score -58597.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58606.484375 Penalty: 3181.887939
	Iteration 20F: 3 clusters Score -58606.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58609.160156 Penalty: 3181.887939
	Iteration 21Q: 3 clusters Score -58609.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58614.800781 Penalty: 3181.887939
	Iteration 22Q: 3 clusters Score -58614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58623.156250 Penalty: 3181.887939
	Iteration 23Q: 3 clusters Score -58623.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58628.656250 Penalty: 3181.887939
	Iteration 24Q: 3 clusters Score -58628.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58638.363281 Penalty: 3181.887939
	Iteration 25Q: 3 clusters Score -58638.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58644.027344 Penalty: 3181.887939
	Iteration 26Q: 3 clusters Score -58644.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58645.421875 Penalty: 3181.887939
	Iteration 27Q: 3 clusters Score -58645.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58645.421875 Penalty: 3181.887939
	Iteration 28F: 3 clusters Score -58645.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -474501.156250 Penalty: 2096.971436
	Iteration 0F: 2 clusters Score -474501.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -470234.093750 Penalty: 4193.942871
	Iteration 0F: 3 clusters Score -470234.1 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -471414.218750 Penalty: 4193.942871
	Iteration 1F: 3 clusters Score -471414.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -471767.187500 Penalty: 4193.942871
	Iteration 2F: 3 clusters Score -471767.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -472071.875000 Penalty: 4193.942871
	Iteration 3F: 3 clusters Score -472071.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -472348.625000 Penalty: 4193.942871
	Iteration 4F: 3 clusters Score -472348.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -472607.812500 Penalty: 4193.942871
	Iteration 5F: 3 clusters Score -472607.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -472820.781250 Penalty: 4193.942871
	Iteration 6F: 3 clusters Score -472820.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -472987.687500 Penalty: 4193.942871
	Iteration 7Q: 3 clusters Score -472987.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -473099.781250 Penalty: 4193.942871
	Iteration 8Q: 3 clusters Score -473099.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -473185.343750 Penalty: 4193.942871
	Iteration 9Q: 3 clusters Score -473185.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -473241.531250 Penalty: 4193.942871
	Iteration 10Q: 3 clusters Score -473241.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -473291.281250 Penalty: 4193.942871
	Iteration 11Q: 3 clusters Score -473291.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -473342.250000 Penalty: 4193.942871
	Iteration 12Q: 3 clusters Score -473342.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -473384.781250 Penalty: 4193.942871
	Iteration 13Q: 3 clusters Score -473384.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -473423.687500 Penalty: 4193.942871
	Iteration 14Q: 3 clusters Score -473423.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -473466.687500 Penalty: 4193.942871
	Iteration 15Q: 3 clusters Score -473466.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -473498.593750 Penalty: 4193.942871
	Iteration 16Q: 3 clusters Score -473498.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -473516.718750 Penalty: 4193.942871
	Iteration 17Q: 3 clusters Score -473516.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -473532.250000 Penalty: 4193.942871
	Iteration 18Q: 3 clusters Score -473532.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -473541.687500 Penalty: 4193.942871
	Iteration 19Q: 3 clusters Score -473541.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -473553.687500 Penalty: 4193.942871
	Iteration 20F: 3 clusters Score -473553.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -473569.468750 Penalty: 4193.942871
	Iteration 21Q: 3 clusters Score -473569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -473579.062500 Penalty: 4193.942871
	Iteration 22Q: 3 clusters Score -473579.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -473586.343750 Penalty: 4193.942871
	Iteration 23Q: 3 clusters Score -473586.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -473596.500000 Penalty: 4193.942871
	Iteration 24Q: 3 clusters Score -473596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -473604.687500 Penalty: 4193.942871
	Iteration 25Q: 3 clusters Score -473604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -473613.250000 Penalty: 4193.942871
	Iteration 26Q: 3 clusters Score -473613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -473618.468750 Penalty: 4193.942871
	Iteration 27Q: 3 clusters Score -473618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -473622.562500 Penalty: 4193.942871
	Iteration 28Q: 3 clusters Score -473622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -473629.937500 Penalty: 4193.942871
	Iteration 29Q: 3 clusters Score -473629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -473638.625000 Penalty: 4193.942871
	Iteration 30Q: 3 clusters Score -473638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -473652.312500 Penalty: 4193.942871
	Iteration 31Q: 3 clusters Score -473652.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -473659.218750 Penalty: 4193.942871
	Iteration 32Q: 3 clusters Score -473659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -473664.843750 Penalty: 4193.942871
	Iteration 33Q: 3 clusters Score -473664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -473670.468750 Penalty: 4193.942871
	Iteration 34Q: 3 clusters Score -473670.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -473675.656250 Penalty: 4193.942871
	Iteration 35Q: 3 clusters Score -473675.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -473679.218750 Penalty: 4193.942871
	Iteration 36Q: 3 clusters Score -473679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -473680.343750 Penalty: 4193.942871
	Iteration 37Q: 3 clusters Score -473680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -473681.718750 Penalty: 4193.942871
	Iteration 38Q: 3 clusters Score -473681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -473682.281250 Penalty: 4193.942871
	Iteration 39Q: 3 clusters Score -473682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -473681.250000 Penalty: 4193.942871
	Iteration 40F: 3 clusters Score -473681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -473682.718750 Penalty: 4193.942871
	Iteration 41Q: 3 clusters Score -473682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -473683.343750 Penalty: 4193.942871
	Iteration 42Q: 3 clusters Score -473683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -473682.781250 Penalty: 4193.942871
	Iteration 43Q: 3 clusters Score -473682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -473682.781250 Penalty: 4193.942871
	Iteration 44F: 3 clusters Score -473682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (346462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346462 members 
Entering Unmasked Estep 
Score: -38964580.000000 Penalty: 3163.371094
	Iteration 0F: 2 clusters Score -3.896458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173291 members 
Mstep: Class 2 contains 173171 members 
Entering Unmasked Estep 
Score: -38767544.000000 Penalty: 6326.742188
	Iteration 0F: 3 clusters Score -3.876754e+07 nChanged 168180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 178287 members 
Entering Unmasked Estep 
Score: -38869308.000000 Penalty: 6326.742188
	Iteration 1F: 3 clusters Score -3.886931e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 180730 members 
Entering Unmasked Estep 
Score: -38871608.000000 Penalty: 6326.742188
	Iteration 2Q: 3 clusters Score -3.887161e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161979 members 
Mstep: Class 2 contains 184483 members 
Entering Unmasked Estep 
Score: -38873976.000000 Penalty: 6326.742188
	Iteration 3Q: 3 clusters Score -3.887398e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 189856 members 
Entering Unmasked Estep 
Score: -38877884.000000 Penalty: 6326.742188
	Iteration 4Q: 3 clusters Score -3.887788e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 197307 members 
Entering Unmasked Estep 
Score: -38882492.000000 Penalty: 6326.742188
	Iteration 5Q: 3 clusters Score -3.888249e+07 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 207362 members 
Entering Unmasked Estep 
Score: -38888220.000000 Penalty: 6326.742188
	Iteration 6Q: 3 clusters Score -3.888822e+07 nChanged 17223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126105 members 
Mstep: Class 2 contains 220357 members 
Entering Unmasked Estep 
Score: -38896508.000000 Penalty: 6326.742188
	Iteration 7Q: 3 clusters Score -3.889651e+07 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 236477 members 
Entering Unmasked Estep 
Score: -38907324.000000 Penalty: 6326.742188
	Iteration 8F: 3 clusters Score -3.890732e+07 nChanged 20374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 254745 members 
Entering Unmasked Estep 
Score: -38921520.000000 Penalty: 6326.742188
	Iteration 9F: 3 clusters Score -3.892152e+07 nChanged 20418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 273849 members 
Entering Unmasked Estep 
Score: -38937676.000000 Penalty: 6326.742188
	Iteration 10F: 3 clusters Score -3.893768e+07 nChanged 18036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 291019 members 
Entering Unmasked Estep 
Score: -38951248.000000 Penalty: 6326.742188
	Iteration 11F: 3 clusters Score -3.895125e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 303882 members 
Entering Unmasked Estep 
Score: -38958352.000000 Penalty: 6326.742188
	Iteration 12Q: 3 clusters Score -3.895835e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 312670 members 
Entering Unmasked Estep 
Score: -38961216.000000 Penalty: 6326.742188
	Iteration 13Q: 3 clusters Score -3.896122e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 318962 members 
Entering Unmasked Estep 
Score: -38962460.000000 Penalty: 6326.742188
	Iteration 14Q: 3 clusters Score -3.896246e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 323607 members 
Entering Unmasked Estep 
Score: -38963088.000000 Penalty: 6326.742188
	Iteration 15Q: 3 clusters Score -3.896309e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 327154 members 
Entering Unmasked Estep 
Score: -38963452.000000 Penalty: 6326.742188
	Iteration 16Q: 3 clusters Score -3.896345e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 330035 members 
Entering Unmasked Estep 
Score: -38963588.000000 Penalty: 6326.742188
	Iteration 17Q: 3 clusters Score -3.896359e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 332325 members 
Entering Unmasked Estep 
Score: -38963932.000000 Penalty: 6326.742188
	Iteration 18Q: 3 clusters Score -3.896393e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 334189 members 
Entering Unmasked Estep 
Score: -38964548.000000 Penalty: 6326.742188
	Iteration 19Q: 3 clusters Score -3.896455e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 335756 members 
Entering Unmasked Estep 
Score: -38965280.000000 Penalty: 6326.742188
	Iteration 20F: 3 clusters Score -3.896528e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 336961 members 
Entering Unmasked Estep 
Score: -38965864.000000 Penalty: 6326.742188
	Iteration 21Q: 3 clusters Score -3.896586e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 337862 members 
Entering Unmasked Estep 
Score: -38966648.000000 Penalty: 6326.742188
	Iteration 22Q: 3 clusters Score -3.896665e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 338517 members 
Entering Unmasked Estep 
Score: -38967428.000000 Penalty: 6326.742188
	Iteration 23Q: 3 clusters Score -3.896743e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 338979 members 
Entering Unmasked Estep 
Score: -38967956.000000 Penalty: 6326.742188
	Iteration 24Q: 3 clusters Score -3.896796e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 339317 members 
Entering Unmasked Estep 
Score: -38968460.000000 Penalty: 6326.742188
	Iteration 25Q: 3 clusters Score -3.896846e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 339538 members 
Entering Unmasked Estep 
Score: -38968788.000000 Penalty: 6326.742188
	Iteration 26Q: 3 clusters Score -3.896879e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 339690 members 
Entering Unmasked Estep 
Score: -38968980.000000 Penalty: 6326.742188
	Iteration 27Q: 3 clusters Score -3.896898e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 339801 members 
Entering Unmasked Estep 
Score: -38969168.000000 Penalty: 6326.742188
	Iteration 28Q: 3 clusters Score -3.896917e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 339908 members 
Entering Unmasked Estep 
Score: -38969176.000000 Penalty: 6326.742188
	Iteration 29Q: 3 clusters Score -3.896918e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 339974 members 
Entering Unmasked Estep 
Score: -38969220.000000 Penalty: 6326.742188
	Iteration 30Q: 3 clusters Score -3.896922e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 340037 members 
Entering Unmasked Estep 
Score: -38969292.000000 Penalty: 6326.742188
	Iteration 31Q: 3 clusters Score -3.896929e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 340092 members 
Entering Unmasked Estep 
Score: -38969288.000000 Penalty: 6326.742188
	Iteration 32Q: 3 clusters Score -3.896929e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 340137 members 
Entering Unmasked Estep 
Score: -38969224.000000 Penalty: 6326.742188
	Iteration 33Q: 3 clusters Score -3.896922e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 340166 members 
Entering Unmasked Estep 
Score: -38969200.000000 Penalty: 6326.742188
	Iteration 34Q: 3 clusters Score -3.89692e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 340195 members 
Entering Unmasked Estep 
Score: -38969168.000000 Penalty: 6326.742188
	Iteration 35Q: 3 clusters Score -3.896917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 340217 members 
Entering Unmasked Estep 
Score: -38969176.000000 Penalty: 6326.742188
	Iteration 36Q: 3 clusters Score -3.896918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 340239 members 
Entering Unmasked Estep 
Score: -38969140.000000 Penalty: 6326.742188
	Iteration 37Q: 3 clusters Score -3.896914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 340268 members 
Entering Unmasked Estep 
Score: -38969136.000000 Penalty: 6326.742188
	Iteration 38Q: 3 clusters Score -3.896914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 340286 members 
Entering Unmasked Estep 
Score: -38969104.000000 Penalty: 6326.742188
	Iteration 39Q: 3 clusters Score -3.89691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 340297 members 
Entering Unmasked Estep 
Score: -38969156.000000 Penalty: 6326.742188
	Iteration 40F: 3 clusters Score -3.896916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 340256 members 
Entering Unmasked Estep 
Score: -38969252.000000 Penalty: 6326.742188
	Iteration 41Q: 3 clusters Score -3.896925e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 340246 members 
Entering Unmasked Estep 
Score: -38969372.000000 Penalty: 6326.742188
	Iteration 42Q: 3 clusters Score -3.896937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 340255 members 
Entering Unmasked Estep 
Score: -38969404.000000 Penalty: 6326.742188
	Iteration 43Q: 3 clusters Score -3.89694e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 340257 members 
Entering Unmasked Estep 
Score: -38969400.000000 Penalty: 6326.742188
	Iteration 44Q: 3 clusters Score -3.89694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 340265 members 
Entering Unmasked Estep 
Score: -38969376.000000 Penalty: 6326.742188
	Iteration 45Q: 3 clusters Score -3.896938e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 340280 members 
Entering Unmasked Estep 
Score: -38969356.000000 Penalty: 6326.742188
	Iteration 46Q: 3 clusters Score -3.896936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 340291 members 
Entering Unmasked Estep 
Score: -38969348.000000 Penalty: 6326.742188
	Iteration 47Q: 3 clusters Score -3.896935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 340306 members 
Entering Unmasked Estep 
Score: -38969344.000000 Penalty: 6326.742188
	Iteration 48Q: 3 clusters Score -3.896934e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 340325 members 
Entering Unmasked Estep 
Score: -38969348.000000 Penalty: 6326.742188
	Iteration 49Q: 3 clusters Score -3.896935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 340325 members 
Entering Unmasked Estep 
Score: -38969336.000000 Penalty: 6326.742188
	Iteration 50Q: 3 clusters Score -3.896934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 340325 members 
Entering Unmasked Estep 
Score: -38969352.000000 Penalty: 6326.742188
	Iteration 51Q: 3 clusters Score -3.896935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 340322 members 
Entering Unmasked Estep 
Score: -38969372.000000 Penalty: 6326.742188
	Iteration 52Q: 3 clusters Score -3.896937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 340323 members 
Entering Unmasked Estep 
Score: -38969376.000000 Penalty: 6326.742188
	Iteration 53Q: 3 clusters Score -3.896938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 340328 members 
Entering Unmasked Estep 
Score: -38969344.000000 Penalty: 6326.742188
	Iteration 54Q: 3 clusters Score -3.896934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 340332 members 
Entering Unmasked Estep 
Score: -38969364.000000 Penalty: 6326.742188
	Iteration 55Q: 3 clusters Score -3.896936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 340336 members 
Entering Unmasked Estep 
Score: -38969356.000000 Penalty: 6326.742188
	Iteration 56Q: 3 clusters Score -3.896936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 340335 members 
Entering Unmasked Estep 
Score: -38969348.000000 Penalty: 6326.742188
	Iteration 57Q: 3 clusters Score -3.896935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 340332 members 
Entering Unmasked Estep 
Score: -38969348.000000 Penalty: 6326.742188
	Iteration 58Q: 3 clusters Score -3.896935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 340328 members 
Entering Unmasked Estep 
Score: -38969376.000000 Penalty: 6326.742188
	Iteration 59Q: 3 clusters Score -3.896938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 340329 members 
Entering Unmasked Estep 
Score: -38969372.000000 Penalty: 6326.742188
	Iteration 60F: 3 clusters Score -3.896937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 340330 members 
Entering Unmasked Estep 
Score: -38969372.000000 Penalty: 6326.742188
	Iteration 61Q: 3 clusters Score -3.896937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 340330 members 
Entering Unmasked Estep 
Score: -38969372.000000 Penalty: 6326.742188
	Iteration 62F: 3 clusters Score -3.896937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 5905 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 15972 members 
Mstep: Class 40 contains 340330 members 
Entering Unmasked Estep 
Score: -110905208.000000 Penalty: 137178.328125
Splitting cluster 30 changes total score from -110899936.000000 to -110905208.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -47257.761719 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -47257.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45733.210938 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -45733.21 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46228.101562 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -46228.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46625.058594 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -46625.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46726.914062 Penalty: 3135.101074
	Iteration 3F: 3 clusters Score -46726.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46788.226562 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -46788.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46839.300781 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -46839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46863.621094 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -46863.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46871.792969 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -46871.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46871.792969 Penalty: 3135.101074
	Iteration 8F: 3 clusters Score -46871.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -85510.804688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -85510.8 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 481 members 
Entering Unmasked Estep 
Score: -83840.929688 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -83840.93 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85110.414062 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -85110.41 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -85650.632812 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -85650.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86040.125000 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -86040.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86337.554688 Penalty: 3420.258789
	Iteration 4F: 3 clusters Score -86337.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86619.445312 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -86619.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86822.789062 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -86822.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86908.226562 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -86908.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86913.562500 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -86913.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86915.015625 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -86915.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86915.015625 Penalty: 3420.258789
	Iteration 10F: 3 clusters Score -86915.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 5905 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 15972 members 
Mstep: Class 40 contains 340330 members 
Mstep: Class 41 contains 385 members 
Entering Unmasked Estep 
Score: -110904944.000000 Penalty: 140607.781250
Splitting cluster 32 changes total score from -110899936.000000 to -110904944.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -703135.312500 Penalty: 2170.287109
	Iteration 0F: 2 clusters Score -703135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -697724.812500 Penalty: 4340.574219
	Iteration 0F: 3 clusters Score -697724.8 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -699243.250000 Penalty: 4340.574219
	Iteration 1F: 3 clusters Score -699243.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -699714.125000 Penalty: 4340.574219
	Iteration 2F: 3 clusters Score -699714.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -700137.625000 Penalty: 4340.574219
	Iteration 3F: 3 clusters Score -700137.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -700535.625000 Penalty: 4340.574219
	Iteration 4F: 3 clusters Score -700535.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -700898.187500 Penalty: 4340.574219
	Iteration 5F: 3 clusters Score -700898.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -701272.375000 Penalty: 4340.574219
	Iteration 6F: 3 clusters Score -701272.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -701571.937500 Penalty: 4340.574219
	Iteration 7F: 3 clusters Score -701571.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -701833.562500 Penalty: 4340.574219
	Iteration 8Q: 3 clusters Score -701833.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -702031.562500 Penalty: 4340.574219
	Iteration 9Q: 3 clusters Score -702031.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -702203.187500 Penalty: 4340.574219
	Iteration 10Q: 3 clusters Score -702203.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -702318.062500 Penalty: 4340.574219
	Iteration 11Q: 3 clusters Score -702318.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -702378.187500 Penalty: 4340.574219
	Iteration 12Q: 3 clusters Score -702378.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -702415.437500 Penalty: 4340.574219
	Iteration 13Q: 3 clusters Score -702415.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -702443.687500 Penalty: 4340.574219
	Iteration 14Q: 3 clusters Score -702443.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -702461.562500 Penalty: 4340.574219
	Iteration 15Q: 3 clusters Score -702461.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -702468.562500 Penalty: 4340.574219
	Iteration 16Q: 3 clusters Score -702468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -702471.500000 Penalty: 4340.574219
	Iteration 17Q: 3 clusters Score -702471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -702474.125000 Penalty: 4340.574219
	Iteration 18Q: 3 clusters Score -702474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -702474.125000 Penalty: 4340.574219
	Iteration 19Q: 3 clusters Score -702474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -702477.812500 Penalty: 4340.574219
	Iteration 20F: 3 clusters Score -702477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -702478.750000 Penalty: 4340.574219
	Iteration 21Q: 3 clusters Score -702478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -702480.500000 Penalty: 4340.574219
	Iteration 22Q: 3 clusters Score -702480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -702480.875000 Penalty: 4340.574219
	Iteration 23Q: 3 clusters Score -702480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -702480.875000 Penalty: 4340.574219
	Iteration 24F: 3 clusters Score -702480.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -803007.125000 Penalty: 2205.367676
	Iteration 0F: 2 clusters Score -803007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -797016.437500 Penalty: 4410.735352
	Iteration 0F: 3 clusters Score -797016.4 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -798584.125000 Penalty: 4410.735352
	Iteration 1F: 3 clusters Score -798584.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -798869.375000 Penalty: 4410.735352
	Iteration 2F: 3 clusters Score -798869.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -799114.562500 Penalty: 4410.735352
	Iteration 3F: 3 clusters Score -799114.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -799355.312500 Penalty: 4410.735352
	Iteration 4Q: 3 clusters Score -799355.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -799604.375000 Penalty: 4410.735352
	Iteration 5Q: 3 clusters Score -799604.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -799912.750000 Penalty: 4410.735352
	Iteration 6Q: 3 clusters Score -799912.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -800179.187500 Penalty: 4410.735352
	Iteration 7Q: 3 clusters Score -800179.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -800409.750000 Penalty: 4410.735352
	Iteration 8Q: 3 clusters Score -800409.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -800635.250000 Penalty: 4410.735352
	Iteration 9Q: 3 clusters Score -800635.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -800811.125000 Penalty: 4410.735352
	Iteration 10Q: 3 clusters Score -800811.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -800972.687500 Penalty: 4410.735352
	Iteration 11Q: 3 clusters Score -800972.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -801118.312500 Penalty: 4410.735352
	Iteration 12Q: 3 clusters Score -801118.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -801261.312500 Penalty: 4410.735352
	Iteration 13Q: 3 clusters Score -801261.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -801427.500000 Penalty: 4410.735352
	Iteration 14Q: 3 clusters Score -801427.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -801637.062500 Penalty: 4410.735352
	Iteration 15Q: 3 clusters Score -801637.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -801906.000000 Penalty: 4410.735352
	Iteration 16Q: 3 clusters Score -801906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -802213.187500 Penalty: 4410.735352
	Iteration 17Q: 3 clusters Score -802213.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -802451.937500 Penalty: 4410.735352
	Iteration 18Q: 3 clusters Score -802451.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -802533.750000 Penalty: 4410.735352
	Iteration 19Q: 3 clusters Score -802533.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -802564.062500 Penalty: 4410.735352
	Iteration 20F: 3 clusters Score -802564.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -802582.812500 Penalty: 4410.735352
	Iteration 21Q: 3 clusters Score -802582.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -802587.875000 Penalty: 4410.735352
	Iteration 22Q: 3 clusters Score -802587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -802589.937500 Penalty: 4410.735352
	Iteration 23Q: 3 clusters Score -802589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -802592.375000 Penalty: 4410.735352
	Iteration 24Q: 3 clusters Score -802592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -802597.437500 Penalty: 4410.735352
	Iteration 25Q: 3 clusters Score -802597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -802599.812500 Penalty: 4410.735352
	Iteration 26Q: 3 clusters Score -802599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -802599.500000 Penalty: 4410.735352
	Iteration 27Q: 3 clusters Score -802599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -802601.062500 Penalty: 4410.735352
	Iteration 28Q: 3 clusters Score -802601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -802601.500000 Penalty: 4410.735352
	Iteration 29Q: 3 clusters Score -802601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -802603.437500 Penalty: 4410.735352
	Iteration 30Q: 3 clusters Score -802603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -802602.812500 Penalty: 4410.735352
	Iteration 31Q: 3 clusters Score -802602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -802603.875000 Penalty: 4410.735352
	Iteration 32Q: 3 clusters Score -802603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -802603.312500 Penalty: 4410.735352
	Iteration 33Q: 3 clusters Score -802603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -802603.312500 Penalty: 4410.735352
	Iteration 34F: 3 clusters Score -802603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -51127.402344 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -51127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49625.296875 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -49625.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50131.363281 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -50131.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50478.394531 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -50478.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50787.425781 Penalty: 3149.173096
	Iteration 3F: 3 clusters Score -50787.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50997.417969 Penalty: 3149.173096
	Iteration 4F: 3 clusters Score -50997.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51114.972656 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -51114.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -51224.222656 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -51224.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51318.894531 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -51318.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -51464.761719 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -51464.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51582.375000 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -51582.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51654.886719 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -51654.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51784.136719 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -51784.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51784.718750 Penalty: 3149.173096
	Iteration 12F: 3 clusters Score -51784.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51805.468750 Penalty: 3149.173096
	Iteration 13Q: 3 clusters Score -51805.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51872.687500 Penalty: 3149.173096
	Iteration 14Q: 3 clusters Score -51872.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51890.468750 Penalty: 3149.173096
	Iteration 15Q: 3 clusters Score -51890.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51892.968750 Penalty: 3149.173096
	Iteration 16Q: 3 clusters Score -51892.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51892.968750 Penalty: 3149.173096
	Iteration 17F: 3 clusters Score -51892.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 5905 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 15972 members 
Mstep: Class 40 contains 340330 members 
Mstep: Class 41 contains 385 members 
Mstep: Class 42 contains 416 members 
Entering Unmasked Estep 
Score: -110903848.000000 Penalty: 144037.250000
Splitting cluster 35 changes total score from -110899936.000000 to -110903848.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 106488 members 
Mstep: Class 16 contains 49752 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6318 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110905840.000000 Penalty: 144037.250000
Iteration 119Q: 43 clusters Score -1.109058e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 42119 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2410 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 29736 members 
Mstep: Class 10 contains 40255 members 
Mstep: Class 11 contains 40424 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 106676 members 
Mstep: Class 16 contains 49881 members 
Mstep: Class 17 contains 142 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 2302 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34461 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 612 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6474 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 602 members 
Mstep: Class 33 contains 6317 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 5852 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16404 members 
Mstep: Class 40 contains 338409 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909608.000000 Penalty: 144037.250000
Iteration 120F: 43 clusters Score -1.109096e+08 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 41939 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 10912 members 
Mstep: Class 9 contains 29579 members 
Mstep: Class 10 contains 40178 members 
Mstep: Class 11 contains 40305 members 
Mstep: Class 12 contains 12535 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 7578 members 
Mstep: Class 15 contains 106178 members 
Mstep: Class 16 contains 49676 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5953 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 63066 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34456 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 609 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6593 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 602 members 
Mstep: Class 33 contains 6323 members 
Mstep: Class 34 contains 7280 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6096 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16882 members 
Mstep: Class 40 contains 339946 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909504.000000 Penalty: 144037.250000
Iteration 121Q: 43 clusters Score -1.109095e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 41847 members 
Mstep: Class 3 contains 23393 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 10831 members 
Mstep: Class 9 contains 29498 members 
Mstep: Class 10 contains 40181 members 
Mstep: Class 11 contains 40234 members 
Mstep: Class 12 contains 12523 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 105908 members 
Mstep: Class 16 contains 49556 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5922 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 15006 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 62427 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34456 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 605 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 6697 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6331 members 
Mstep: Class 34 contains 7286 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 6213 members 
Mstep: Class 37 contains 457 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17219 members 
Mstep: Class 40 contains 340736 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909360.000000 Penalty: 144037.250000
Iteration 122Q: 43 clusters Score -1.109094e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 41806 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 10770 members 
Mstep: Class 9 contains 29452 members 
Mstep: Class 10 contains 40212 members 
Mstep: Class 11 contains 40207 members 
Mstep: Class 12 contains 12515 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7605 members 
Mstep: Class 15 contains 105706 members 
Mstep: Class 16 contains 49475 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 15007 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 61930 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34444 members 
Mstep: Class 27 contains 1954 members 
Mstep: Class 28 contains 601 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 6799 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6332 members 
Mstep: Class 34 contains 7290 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 6298 members 
Mstep: Class 37 contains 465 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17436 members 
Mstep: Class 40 contains 341243 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909608.000000 Penalty: 144037.250000
Iteration 123Q: 43 clusters Score -1.109096e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111135 members 
Mstep: Class 2 contains 41787 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 10731 members 
Mstep: Class 9 contains 29415 members 
Mstep: Class 10 contains 40244 members 
Mstep: Class 11 contains 40187 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7620 members 
Mstep: Class 15 contains 105548 members 
Mstep: Class 16 contains 49429 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5898 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 61480 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34447 members 
Mstep: Class 27 contains 2004 members 
Mstep: Class 28 contains 598 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 6906 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6332 members 
Mstep: Class 34 contains 7292 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 475 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17589 members 
Mstep: Class 40 contains 341644 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909712.000000 Penalty: 144037.250000
Iteration 124Q: 43 clusters Score -1.109097e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 41776 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 10691 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 40265 members 
Mstep: Class 11 contains 40168 members 
Mstep: Class 12 contains 12504 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 105393 members 
Mstep: Class 16 contains 49375 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5886 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 15007 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 61120 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34459 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 594 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 6993 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6332 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 6395 members 
Mstep: Class 37 contains 479 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17702 members 
Mstep: Class 40 contains 341979 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909344.000000 Penalty: 144037.250000
Iteration 125Q: 43 clusters Score -1.109093e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111139 members 
Mstep: Class 2 contains 41775 members 
Mstep: Class 3 contains 23294 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 29404 members 
Mstep: Class 10 contains 40274 members 
Mstep: Class 11 contains 40164 members 
Mstep: Class 12 contains 12501 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 105266 members 
Mstep: Class 16 contains 49330 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5878 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 60806 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34474 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 590 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 7076 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7291 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 6428 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17829 members 
Mstep: Class 40 contains 342214 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909496.000000 Penalty: 144037.250000
Iteration 126Q: 43 clusters Score -1.109095e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 41777 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 10627 members 
Mstep: Class 9 contains 29409 members 
Mstep: Class 10 contains 40293 members 
Mstep: Class 11 contains 40157 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 105145 members 
Mstep: Class 16 contains 49297 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5878 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 60516 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34481 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 585 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7286 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 6455 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17937 members 
Mstep: Class 40 contains 342411 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909640.000000 Penalty: 144037.250000
Iteration 127Q: 43 clusters Score -1.109096e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111128 members 
Mstep: Class 2 contains 41786 members 
Mstep: Class 3 contains 23277 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 10592 members 
Mstep: Class 9 contains 29416 members 
Mstep: Class 10 contains 40313 members 
Mstep: Class 11 contains 40164 members 
Mstep: Class 12 contains 12492 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 104997 members 
Mstep: Class 16 contains 49270 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5877 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 15010 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 60245 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34485 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 7237 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7282 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18043 members 
Mstep: Class 40 contains 342606 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909664.000000 Penalty: 144037.250000
Iteration 128Q: 43 clusters Score -1.109097e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 41800 members 
Mstep: Class 3 contains 23262 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 10562 members 
Mstep: Class 9 contains 29411 members 
Mstep: Class 10 contains 40321 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 104849 members 
Mstep: Class 16 contains 49245 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5875 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59996 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34488 members 
Mstep: Class 27 contains 2224 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 7313 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7281 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18142 members 
Mstep: Class 40 contains 342815 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909632.000000 Penalty: 144037.250000
Iteration 129Q: 43 clusters Score -1.109096e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 41813 members 
Mstep: Class 3 contains 23246 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 10539 members 
Mstep: Class 9 contains 29420 members 
Mstep: Class 10 contains 40334 members 
Mstep: Class 11 contains 40187 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 104728 members 
Mstep: Class 16 contains 49226 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5874 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59768 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34487 members 
Mstep: Class 27 contains 2264 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 7387 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7281 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18215 members 
Mstep: Class 40 contains 342975 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909768.000000 Penalty: 144037.250000
Iteration 130Q: 43 clusters Score -1.109098e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 41823 members 
Mstep: Class 3 contains 23222 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 10512 members 
Mstep: Class 9 contains 29434 members 
Mstep: Class 10 contains 40337 members 
Mstep: Class 11 contains 40206 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 15 contains 104632 members 
Mstep: Class 16 contains 49220 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5875 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15020 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59567 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34478 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 7457 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7285 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18277 members 
Mstep: Class 40 contains 343113 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909560.000000 Penalty: 144037.250000
Iteration 131Q: 43 clusters Score -1.109096e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111109 members 
Mstep: Class 2 contains 41848 members 
Mstep: Class 3 contains 23211 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5490 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 10493 members 
Mstep: Class 9 contains 29432 members 
Mstep: Class 10 contains 40340 members 
Mstep: Class 11 contains 40230 members 
Mstep: Class 12 contains 12475 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7680 members 
Mstep: Class 15 contains 104528 members 
Mstep: Class 16 contains 49220 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5874 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15023 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59406 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34473 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 7519 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 7287 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 481 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18336 members 
Mstep: Class 40 contains 343205 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909480.000000 Penalty: 144037.250000
Iteration 132Q: 43 clusters Score -1.109095e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111109 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6833 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 29438 members 
Mstep: Class 10 contains 40341 members 
Mstep: Class 11 contains 40245 members 
Mstep: Class 12 contains 12475 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 104431 members 
Mstep: Class 16 contains 49226 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15025 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59273 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34471 members 
Mstep: Class 27 contains 2337 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 7290 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6568 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18375 members 
Mstep: Class 40 contains 343292 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909624.000000 Penalty: 144037.250000
Iteration 133Q: 43 clusters Score -1.109096e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 41888 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 10468 members 
Mstep: Class 9 contains 29442 members 
Mstep: Class 10 contains 40352 members 
Mstep: Class 11 contains 40249 members 
Mstep: Class 12 contains 12472 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 104350 members 
Mstep: Class 16 contains 49219 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15025 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59175 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34467 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 7611 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 7296 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6578 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18407 members 
Mstep: Class 40 contains 343364 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909568.000000 Penalty: 144037.250000
Iteration 134Q: 43 clusters Score -1.109096e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 41896 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 29446 members 
Mstep: Class 10 contains 40362 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 104265 members 
Mstep: Class 16 contains 49217 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15026 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 59081 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34466 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 7657 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6341 members 
Mstep: Class 34 contains 7298 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6586 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18425 members 
Mstep: Class 40 contains 343433 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909712.000000 Penalty: 144037.250000
Iteration 135Q: 43 clusters Score -1.109097e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 41906 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6833 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 10451 members 
Mstep: Class 9 contains 29452 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 40269 members 
Mstep: Class 12 contains 12470 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 104204 members 
Mstep: Class 16 contains 49221 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15026 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58981 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 7686 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6343 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6591 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18456 members 
Mstep: Class 40 contains 343499 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909848.000000 Penalty: 144037.250000
Iteration 136Q: 43 clusters Score -1.109098e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 41915 members 
Mstep: Class 3 contains 23182 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 10444 members 
Mstep: Class 9 contains 29453 members 
Mstep: Class 10 contains 40366 members 
Mstep: Class 11 contains 40268 members 
Mstep: Class 12 contains 12466 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 104161 members 
Mstep: Class 16 contains 49225 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5864 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15027 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58878 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2433 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4703 members 
Mstep: Class 30 contains 7724 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6343 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6597 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18492 members 
Mstep: Class 40 contains 343544 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909800.000000 Penalty: 144037.250000
Iteration 137Q: 43 clusters Score -1.109098e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111088 members 
Mstep: Class 2 contains 41925 members 
Mstep: Class 3 contains 23178 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 29452 members 
Mstep: Class 10 contains 40372 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 104123 members 
Mstep: Class 16 contains 49221 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5857 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15029 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58777 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34461 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 7753 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6344 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6604 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18535 members 
Mstep: Class 40 contains 343596 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909712.000000 Penalty: 144037.250000
Iteration 138Q: 43 clusters Score -1.109097e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 23180 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 29454 members 
Mstep: Class 10 contains 40383 members 
Mstep: Class 11 contains 40260 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 104089 members 
Mstep: Class 16 contains 49217 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5855 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15031 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58676 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34456 members 
Mstep: Class 27 contains 2491 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 7784 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6345 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6607 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18557 members 
Mstep: Class 40 contains 343649 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909576.000000 Penalty: 144037.250000
Iteration 139Q: 43 clusters Score -1.109096e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 41927 members 
Mstep: Class 3 contains 23178 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6833 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 29461 members 
Mstep: Class 10 contains 40388 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7715 members 
Mstep: Class 15 contains 104048 members 
Mstep: Class 16 contains 49214 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5854 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15031 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58587 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34453 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 7818 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6607 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18575 members 
Mstep: Class 40 contains 343692 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909808.000000 Penalty: 144037.250000
Iteration 140F: 43 clusters Score -1.109098e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 41923 members 
Mstep: Class 3 contains 23177 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 29459 members 
Mstep: Class 10 contains 40391 members 
Mstep: Class 11 contains 40265 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 103982 members 
Mstep: Class 16 contains 49215 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5853 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58497 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34453 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 7858 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6608 members 
Mstep: Class 37 contains 484 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18596 members 
Mstep: Class 40 contains 343769 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909784.000000 Penalty: 144037.250000
Iteration 141Q: 43 clusters Score -1.109098e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 41926 members 
Mstep: Class 3 contains 23182 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 29461 members 
Mstep: Class 10 contains 40397 members 
Mstep: Class 11 contains 40263 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 103931 members 
Mstep: Class 16 contains 49214 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5851 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58387 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34453 members 
Mstep: Class 27 contains 2570 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 7879 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6610 members 
Mstep: Class 37 contains 485 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18635 members 
Mstep: Class 40 contains 343849 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909584.000000 Penalty: 144037.250000
Iteration 142Q: 43 clusters Score -1.109096e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 41932 members 
Mstep: Class 3 contains 23186 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 29466 members 
Mstep: Class 10 contains 40403 members 
Mstep: Class 11 contains 40270 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 103894 members 
Mstep: Class 16 contains 49211 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5849 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58274 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 34453 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 571 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 7895 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6612 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18671 members 
Mstep: Class 40 contains 343905 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909672.000000 Penalty: 144037.250000
Iteration 143Q: 43 clusters Score -1.109097e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 41938 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 5391 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 29469 members 
Mstep: Class 10 contains 40409 members 
Mstep: Class 11 contains 40268 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7726 members 
Mstep: Class 15 contains 103860 members 
Mstep: Class 16 contains 49206 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58171 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 34454 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 567 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 7913 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6615 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18688 members 
Mstep: Class 40 contains 343967 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909848.000000 Penalty: 144037.250000
Iteration 144Q: 43 clusters Score -1.109098e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 41943 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 5385 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 29477 members 
Mstep: Class 10 contains 40405 members 
Mstep: Class 11 contains 40265 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 103832 members 
Mstep: Class 16 contains 49205 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58082 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 34454 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 7926 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7303 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6619 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18717 members 
Mstep: Class 40 contains 344008 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909936.000000 Penalty: 144037.250000
Iteration 145Q: 43 clusters Score -1.109099e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 41949 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 29484 members 
Mstep: Class 10 contains 40407 members 
Mstep: Class 11 contains 40261 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7728 members 
Mstep: Class 15 contains 103813 members 
Mstep: Class 16 contains 49207 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15035 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 58008 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 34455 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 7939 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6347 members 
Mstep: Class 34 contains 7303 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6623 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18752 members 
Mstep: Class 40 contains 344021 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909936.000000 Penalty: 144037.250000
Iteration 146Q: 43 clusters Score -1.109099e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 41953 members 
Mstep: Class 3 contains 23203 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 29492 members 
Mstep: Class 10 contains 40405 members 
Mstep: Class 11 contains 40260 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7730 members 
Mstep: Class 15 contains 103786 members 
Mstep: Class 16 contains 49209 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15035 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57936 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 34457 members 
Mstep: Class 27 contains 2673 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 7949 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6348 members 
Mstep: Class 34 contains 7302 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6627 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18767 members 
Mstep: Class 40 contains 344071 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909848.000000 Penalty: 144037.250000
Iteration 147Q: 43 clusters Score -1.109098e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 41960 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 29500 members 
Mstep: Class 10 contains 40404 members 
Mstep: Class 11 contains 40257 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 103762 members 
Mstep: Class 16 contains 49204 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57866 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 34458 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 7958 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6349 members 
Mstep: Class 34 contains 7302 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6633 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18775 members 
Mstep: Class 40 contains 344124 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909840.000000 Penalty: 144037.250000
Iteration 148Q: 43 clusters Score -1.109098e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 41966 members 
Mstep: Class 3 contains 23194 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10423 members 
Mstep: Class 9 contains 29508 members 
Mstep: Class 10 contains 40412 members 
Mstep: Class 11 contains 40255 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7734 members 
Mstep: Class 15 contains 103729 members 
Mstep: Class 16 contains 49206 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57799 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 34462 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 7965 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 7301 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6640 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18783 members 
Mstep: Class 40 contains 344176 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909648.000000 Penalty: 144037.250000
Iteration 149Q: 43 clusters Score -1.109096e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 41977 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10420 members 
Mstep: Class 9 contains 29519 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7734 members 
Mstep: Class 15 contains 103705 members 
Mstep: Class 16 contains 49206 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57743 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 7975 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6644 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18787 members 
Mstep: Class 40 contains 344201 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909648.000000 Penalty: 144037.250000
Iteration 150Q: 43 clusters Score -1.109096e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 41995 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 29522 members 
Mstep: Class 10 contains 40423 members 
Mstep: Class 11 contains 40258 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7734 members 
Mstep: Class 15 contains 103659 members 
Mstep: Class 16 contains 49212 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15037 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57686 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 7984 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6648 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18791 members 
Mstep: Class 40 contains 344249 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909744.000000 Penalty: 144037.250000
Iteration 151Q: 43 clusters Score -1.109097e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 42001 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10409 members 
Mstep: Class 9 contains 29523 members 
Mstep: Class 10 contains 40425 members 
Mstep: Class 11 contains 40263 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7734 members 
Mstep: Class 15 contains 103615 members 
Mstep: Class 16 contains 49217 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57634 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2759 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 7996 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6651 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18799 members 
Mstep: Class 40 contains 344291 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909936.000000 Penalty: 144037.250000
Iteration 152Q: 43 clusters Score -1.109099e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 42009 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5327 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10407 members 
Mstep: Class 9 contains 29533 members 
Mstep: Class 10 contains 40429 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7735 members 
Mstep: Class 15 contains 103581 members 
Mstep: Class 16 contains 49218 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57569 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6654 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18804 members 
Mstep: Class 40 contains 344345 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909880.000000 Penalty: 144037.250000
Iteration 153Q: 43 clusters Score -1.109099e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42019 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 29537 members 
Mstep: Class 10 contains 40430 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 103543 members 
Mstep: Class 16 contains 49221 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57498 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34466 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8014 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18813 members 
Mstep: Class 40 contains 344402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909784.000000 Penalty: 144037.250000
Iteration 154Q: 43 clusters Score -1.109098e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5318 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10402 members 
Mstep: Class 9 contains 29535 members 
Mstep: Class 10 contains 40438 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7738 members 
Mstep: Class 15 contains 103511 members 
Mstep: Class 16 contains 49221 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57441 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8027 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18822 members 
Mstep: Class 40 contains 344452 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909736.000000 Penalty: 144037.250000
Iteration 155Q: 43 clusters Score -1.109097e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42025 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29533 members 
Mstep: Class 10 contains 40441 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7741 members 
Mstep: Class 15 contains 103485 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57397 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8039 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18821 members 
Mstep: Class 40 contains 344500 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909792.000000 Penalty: 144037.250000
Iteration 156Q: 43 clusters Score -1.109098e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42029 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 40445 members 
Mstep: Class 11 contains 40261 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7744 members 
Mstep: Class 15 contains 103449 members 
Mstep: Class 16 contains 49223 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57369 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8056 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18827 members 
Mstep: Class 40 contains 344529 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909928.000000 Penalty: 144037.250000
Iteration 157Q: 43 clusters Score -1.109099e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42035 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5294 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29532 members 
Mstep: Class 10 contains 40448 members 
Mstep: Class 11 contains 40260 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 103423 members 
Mstep: Class 16 contains 49221 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57336 members 
Mstep: Class 24 contains 2312 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2833 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8075 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6662 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18834 members 
Mstep: Class 40 contains 344547 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909904.000000 Penalty: 144037.250000
Iteration 158Q: 43 clusters Score -1.109099e+08 nChanged 144
Entering ConstructFrom: 
Score: -110909904.000000 Penalty: 144037.250000
Entering ConstructFrom: 
Trying to split cluster 1 (111073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Entering Unmasked Estep 
Score: -12562756.000000 Penalty: 2881.249756
	Iteration 0F: 2 clusters Score -1.256276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -12488710.000000 Penalty: 5762.499512
	Iteration 0F: 3 clusters Score -1.248871e+07 nChanged 52383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -12518104.000000 Penalty: 5762.499512
	Iteration 1F: 3 clusters Score -1.25181e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -12518899.000000 Penalty: 5762.499512
	Iteration 2Q: 3 clusters Score -1.25189e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -12519793.000000 Penalty: 5762.499512
	Iteration 3Q: 3 clusters Score -1.251979e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -12521185.000000 Penalty: 5762.499512
	Iteration 4Q: 3 clusters Score -1.252118e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -12523954.000000 Penalty: 5762.499512
	Iteration 5F: 3 clusters Score -1.252395e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -12529090.000000 Penalty: 5762.499512
	Iteration 6F: 3 clusters Score -1.252909e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -12537650.000000 Penalty: 5762.499512
	Iteration 7F: 3 clusters Score -1.253765e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -12547844.000000 Penalty: 5762.499512
	Iteration 8F: 3 clusters Score -1.254784e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -12555417.000000 Penalty: 5762.499512
	Iteration 9F: 3 clusters Score -1.255542e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -12558627.000000 Penalty: 5762.499512
	Iteration 10Q: 3 clusters Score -1.255863e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12559627.000000 Penalty: 5762.499512
	Iteration 11Q: 3 clusters Score -1.255963e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12559987.000000 Penalty: 5762.499512
	Iteration 12Q: 3 clusters Score -1.255999e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12560086.000000 Penalty: 5762.499512
	Iteration 13Q: 3 clusters Score -1.256009e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12560174.000000 Penalty: 5762.499512
	Iteration 14Q: 3 clusters Score -1.256017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110771 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12560213.000000 Penalty: 5762.499512
	Iteration 15Q: 3 clusters Score -1.256021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12560240.000000 Penalty: 5762.499512
	Iteration 16Q: 3 clusters Score -1.256024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12560245.000000 Penalty: 5762.499512
	Iteration 17Q: 3 clusters Score -1.256024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12560255.000000 Penalty: 5762.499512
	Iteration 18Q: 3 clusters Score -1.256026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12560249.000000 Penalty: 5762.499512
	Iteration 19Q: 3 clusters Score -1.256025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12560256.000000 Penalty: 5762.499512
	Iteration 20F: 3 clusters Score -1.256026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12560265.000000 Penalty: 5762.499512
	Iteration 21Q: 3 clusters Score -1.256026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12560267.000000 Penalty: 5762.499512
	Iteration 22Q: 3 clusters Score -1.256027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12560270.000000 Penalty: 5762.499512
	Iteration 23Q: 3 clusters Score -1.256027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12560270.000000 Penalty: 5762.499512
	Iteration 24F: 3 clusters Score -1.256027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Entering Unmasked Estep 
Score: -4765931.000000 Penalty: 2640.319092
	Iteration 0F: 2 clusters Score -4765931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4737437.500000 Penalty: 5280.638184
	Iteration 0F: 3 clusters Score -4737438 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4748282.000000 Penalty: 5280.638184
	Iteration 1F: 3 clusters Score -4748282 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4749081.000000 Penalty: 5280.638184
	Iteration 2Q: 3 clusters Score -4749081 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4750084.500000 Penalty: 5280.638184
	Iteration 3Q: 3 clusters Score -4750084 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4751571.000000 Penalty: 5280.638184
	Iteration 4F: 3 clusters Score -4751571 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4753537.000000 Penalty: 5280.638184
	Iteration 5F: 3 clusters Score -4753537 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4755767.500000 Penalty: 5280.638184
	Iteration 6F: 3 clusters Score -4755768 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4758133.000000 Penalty: 5280.638184
	Iteration 7F: 3 clusters Score -4758133 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4760153.000000 Penalty: 5280.638184
	Iteration 8F: 3 clusters Score -4760153 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4761567.500000 Penalty: 5280.638184
	Iteration 9Q: 3 clusters Score -4761568 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4762432.000000 Penalty: 5280.638184
	Iteration 10Q: 3 clusters Score -4762432 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4762903.000000 Penalty: 5280.638184
	Iteration 11Q: 3 clusters Score -4762903 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4763237.500000 Penalty: 5280.638184
	Iteration 12Q: 3 clusters Score -4763238 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4763540.000000 Penalty: 5280.638184
	Iteration 13Q: 3 clusters Score -4763540 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4763780.000000 Penalty: 5280.638184
	Iteration 14Q: 3 clusters Score -4763780 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4764003.500000 Penalty: 5280.638184
	Iteration 15Q: 3 clusters Score -4764004 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4764205.500000 Penalty: 5280.638184
	Iteration 16Q: 3 clusters Score -4764206 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4764411.500000 Penalty: 5280.638184
	Iteration 17Q: 3 clusters Score -4764412 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4764539.000000 Penalty: 5280.638184
	Iteration 18Q: 3 clusters Score -4764539 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4764652.000000 Penalty: 5280.638184
	Iteration 19Q: 3 clusters Score -4764652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4764728.500000 Penalty: 5280.638184
	Iteration 20F: 3 clusters Score -4764728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4764798.000000 Penalty: 5280.638184
	Iteration 21Q: 3 clusters Score -4764798 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4764854.000000 Penalty: 5280.638184
	Iteration 22Q: 3 clusters Score -4764854 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4764882.000000 Penalty: 5280.638184
	Iteration 23Q: 3 clusters Score -4764882 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -4764916.500000 Penalty: 5280.638184
	Iteration 24Q: 3 clusters Score -4764916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4764927.500000 Penalty: 5280.638184
	Iteration 25Q: 3 clusters Score -4764928 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4764939.000000 Penalty: 5280.638184
	Iteration 26Q: 3 clusters Score -4764939 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4764947.500000 Penalty: 5280.638184
	Iteration 27Q: 3 clusters Score -4764948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4764964.500000 Penalty: 5280.638184
	Iteration 28Q: 3 clusters Score -4764964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4764975.500000 Penalty: 5280.638184
	Iteration 29Q: 3 clusters Score -4764976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4764980.500000 Penalty: 5280.638184
	Iteration 30Q: 3 clusters Score -4764980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4764970.000000 Penalty: 5280.638184
	Iteration 31Q: 3 clusters Score -4764970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4764982.500000 Penalty: 5280.638184
	Iteration 32Q: 3 clusters Score -4764982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -4764990.000000 Penalty: 5280.638184
	Iteration 33Q: 3 clusters Score -4764990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4764993.500000 Penalty: 5280.638184
	Iteration 34Q: 3 clusters Score -4764994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4764983.500000 Penalty: 5280.638184
	Iteration 35Q: 3 clusters Score -4764984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4764982.000000 Penalty: 5280.638184
	Iteration 36Q: 3 clusters Score -4764982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4764985.500000 Penalty: 5280.638184
	Iteration 37Q: 3 clusters Score -4764986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4764994.000000 Penalty: 5280.638184
	Iteration 38Q: 3 clusters Score -4764994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4764993.000000 Penalty: 5280.638184
	Iteration 39Q: 3 clusters Score -4764993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4764999.500000 Penalty: 5280.638184
	Iteration 40F: 3 clusters Score -4765000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -4764999.500000 Penalty: 5280.638184
	Iteration 41Q: 3 clusters Score -4765000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4765000.000000 Penalty: 5280.638184
	Iteration 42Q: 3 clusters Score -4765000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -4764998.000000 Penalty: 5280.638184
	Iteration 43Q: 3 clusters Score -4764998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -4764995.000000 Penalty: 5280.638184
	Iteration 44Q: 3 clusters Score -4764995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -4764995.000000 Penalty: 5280.638184
	Iteration 45F: 3 clusters Score -4764995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Entering Unmasked Estep 
Score: -2674576.000000 Penalty: 2492.840820
	Iteration 0F: 2 clusters Score -2674576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2658440.250000 Penalty: 4985.681641
	Iteration 0F: 3 clusters Score -2658440 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2664126.750000 Penalty: 4985.681641
	Iteration 1F: 3 clusters Score -2664127 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2664559.000000 Penalty: 4985.681641
	Iteration 2F: 3 clusters Score -2664559 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2665019.500000 Penalty: 4985.681641
	Iteration 3Q: 3 clusters Score -2665020 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2665594.750000 Penalty: 4985.681641
	Iteration 4F: 3 clusters Score -2665595 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2666369.000000 Penalty: 4985.681641
	Iteration 5F: 3 clusters Score -2666369 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2667409.750000 Penalty: 4985.681641
	Iteration 6F: 3 clusters Score -2667410 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2668640.500000 Penalty: 4985.681641
	Iteration 7F: 3 clusters Score -2668640 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2669850.750000 Penalty: 4985.681641
	Iteration 8F: 3 clusters Score -2669851 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2670816.250000 Penalty: 4985.681641
	Iteration 9Q: 3 clusters Score -2670816 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2671460.750000 Penalty: 4985.681641
	Iteration 10Q: 3 clusters Score -2671461 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2671837.250000 Penalty: 4985.681641
	Iteration 11Q: 3 clusters Score -2671837 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2672043.500000 Penalty: 4985.681641
	Iteration 12Q: 3 clusters Score -2672044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2672196.750000 Penalty: 4985.681641
	Iteration 13Q: 3 clusters Score -2672197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2672304.000000 Penalty: 4985.681641
	Iteration 14Q: 3 clusters Score -2672304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2672365.750000 Penalty: 4985.681641
	Iteration 15Q: 3 clusters Score -2672366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2672410.750000 Penalty: 4985.681641
	Iteration 16Q: 3 clusters Score -2672411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2672439.000000 Penalty: 4985.681641
	Iteration 17Q: 3 clusters Score -2672439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2672472.500000 Penalty: 4985.681641
	Iteration 18Q: 3 clusters Score -2672472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2672490.750000 Penalty: 4985.681641
	Iteration 19Q: 3 clusters Score -2672491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2672505.500000 Penalty: 4985.681641
	Iteration 20F: 3 clusters Score -2672506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2672504.250000 Penalty: 4985.681641
	Iteration 21Q: 3 clusters Score -2672504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2672519.500000 Penalty: 4985.681641
	Iteration 22Q: 3 clusters Score -2672520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2672527.500000 Penalty: 4985.681641
	Iteration 23Q: 3 clusters Score -2672528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2672530.750000 Penalty: 4985.681641
	Iteration 24Q: 3 clusters Score -2672531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2672531.500000 Penalty: 4985.681641
	Iteration 25Q: 3 clusters Score -2672532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2672531.500000 Penalty: 4985.681641
	Iteration 26F: 3 clusters Score -2672532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68409.617188 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68409.62 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68641.343750 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68641.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68701.835938 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -68701.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68741.164062 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -68741.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68760.703125 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -68760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68772.085938 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -68772.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68785.640625 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -68785.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68794.953125 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -68794.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68808.937500 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -68808.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68854.703125 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -68854.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68943.359375 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -68943.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69116.531250 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -69116.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69243.023438 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -69243.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69327.421875 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -69327.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69418.085938 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -69418.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69501.203125 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -69501.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69647.578125 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -69647.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70013.734375 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -70013.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70411.242188 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -70411.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70501.585938 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -70501.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70584.367188 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -70584.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70621.898438 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -70621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70621.898438 Penalty: 3224.639648
	Iteration 22F: 3 clusters Score -70621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 200 members 
Entering Unmasked Estep 
Score: -110908616.000000 Penalty: 147466.703125
Splitting cluster 4 changes total score from -110909904.000000 to -110908616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -760212.625000 Penalty: 2189.829590
	Iteration 0F: 2 clusters Score -760212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -754500.562500 Penalty: 4379.659180
	Iteration 0F: 3 clusters Score -754500.6 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -755967.562500 Penalty: 4379.659180
	Iteration 1F: 3 clusters Score -755967.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -756224.062500 Penalty: 4379.659180
	Iteration 2F: 3 clusters Score -756224.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -756398.062500 Penalty: 4379.659180
	Iteration 3F: 3 clusters Score -756398.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -756548.250000 Penalty: 4379.659180
	Iteration 4Q: 3 clusters Score -756548.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -756642.687500 Penalty: 4379.659180
	Iteration 5Q: 3 clusters Score -756642.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -756707.562500 Penalty: 4379.659180
	Iteration 6Q: 3 clusters Score -756707.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -756765.250000 Penalty: 4379.659180
	Iteration 7Q: 3 clusters Score -756765.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -756823.562500 Penalty: 4379.659180
	Iteration 8Q: 3 clusters Score -756823.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -756875.187500 Penalty: 4379.659180
	Iteration 9Q: 3 clusters Score -756875.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -756930.937500 Penalty: 4379.659180
	Iteration 10Q: 3 clusters Score -756930.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -756982.937500 Penalty: 4379.659180
	Iteration 11Q: 3 clusters Score -756982.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -757029.562500 Penalty: 4379.659180
	Iteration 12Q: 3 clusters Score -757029.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -757064.875000 Penalty: 4379.659180
	Iteration 13Q: 3 clusters Score -757064.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -757105.750000 Penalty: 4379.659180
	Iteration 14Q: 3 clusters Score -757105.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -757155.750000 Penalty: 4379.659180
	Iteration 15Q: 3 clusters Score -757155.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -757220.375000 Penalty: 4379.659180
	Iteration 16Q: 3 clusters Score -757220.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -757271.875000 Penalty: 4379.659180
	Iteration 17Q: 3 clusters Score -757271.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -757328.937500 Penalty: 4379.659180
	Iteration 18Q: 3 clusters Score -757328.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -757374.562500 Penalty: 4379.659180
	Iteration 19Q: 3 clusters Score -757374.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -757417.750000 Penalty: 4379.659180
	Iteration 20F: 3 clusters Score -757417.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -757461.812500 Penalty: 4379.659180
	Iteration 21Q: 3 clusters Score -757461.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -757500.250000 Penalty: 4379.659180
	Iteration 22Q: 3 clusters Score -757500.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -757544.437500 Penalty: 4379.659180
	Iteration 23Q: 3 clusters Score -757544.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -757590.687500 Penalty: 4379.659180
	Iteration 24Q: 3 clusters Score -757590.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -757626.000000 Penalty: 4379.659180
	Iteration 25Q: 3 clusters Score -757626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -757664.500000 Penalty: 4379.659180
	Iteration 26Q: 3 clusters Score -757664.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -757707.812500 Penalty: 4379.659180
	Iteration 27Q: 3 clusters Score -757707.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -757750.875000 Penalty: 4379.659180
	Iteration 28Q: 3 clusters Score -757750.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -757789.937500 Penalty: 4379.659180
	Iteration 29Q: 3 clusters Score -757789.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -757838.187500 Penalty: 4379.659180
	Iteration 30Q: 3 clusters Score -757838.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -757889.937500 Penalty: 4379.659180
	Iteration 31Q: 3 clusters Score -757889.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -757931.187500 Penalty: 4379.659180
	Iteration 32Q: 3 clusters Score -757931.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -757960.375000 Penalty: 4379.659180
	Iteration 33Q: 3 clusters Score -757960.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -757990.500000 Penalty: 4379.659180
	Iteration 34Q: 3 clusters Score -757990.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -758015.687500 Penalty: 4379.659180
	Iteration 35Q: 3 clusters Score -758015.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -758039.500000 Penalty: 4379.659180
	Iteration 36Q: 3 clusters Score -758039.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -758057.625000 Penalty: 4379.659180
	Iteration 37Q: 3 clusters Score -758057.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -758079.125000 Penalty: 4379.659180
	Iteration 38Q: 3 clusters Score -758079.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -758092.437500 Penalty: 4379.659180
	Iteration 39Q: 3 clusters Score -758092.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -758111.250000 Penalty: 4379.659180
	Iteration 40F: 3 clusters Score -758111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -758125.937500 Penalty: 4379.659180
	Iteration 41Q: 3 clusters Score -758125.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -758142.437500 Penalty: 4379.659180
	Iteration 42Q: 3 clusters Score -758142.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -758164.562500 Penalty: 4379.659180
	Iteration 43Q: 3 clusters Score -758164.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -758176.812500 Penalty: 4379.659180
	Iteration 44Q: 3 clusters Score -758176.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -758196.562500 Penalty: 4379.659180
	Iteration 45Q: 3 clusters Score -758196.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -758205.562500 Penalty: 4379.659180
	Iteration 46Q: 3 clusters Score -758205.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -758218.375000 Penalty: 4379.659180
	Iteration 47Q: 3 clusters Score -758218.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -758228.062500 Penalty: 4379.659180
	Iteration 48Q: 3 clusters Score -758228.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -758238.687500 Penalty: 4379.659180
	Iteration 49Q: 3 clusters Score -758238.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -758247.500000 Penalty: 4379.659180
	Iteration 50Q: 3 clusters Score -758247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -758257.437500 Penalty: 4379.659180
	Iteration 51Q: 3 clusters Score -758257.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -758265.812500 Penalty: 4379.659180
	Iteration 52Q: 3 clusters Score -758265.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -758276.750000 Penalty: 4379.659180
	Iteration 53Q: 3 clusters Score -758276.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -758282.062500 Penalty: 4379.659180
	Iteration 54Q: 3 clusters Score -758282.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -758290.687500 Penalty: 4379.659180
	Iteration 55Q: 3 clusters Score -758290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -758296.500000 Penalty: 4379.659180
	Iteration 56Q: 3 clusters Score -758296.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -758308.062500 Penalty: 4379.659180
	Iteration 57Q: 3 clusters Score -758308.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -758317.000000 Penalty: 4379.659180
	Iteration 58Q: 3 clusters Score -758317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -758323.375000 Penalty: 4379.659180
	Iteration 59Q: 3 clusters Score -758323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -758331.875000 Penalty: 4379.659180
	Iteration 60F: 3 clusters Score -758331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -758335.250000 Penalty: 4379.659180
	Iteration 61Q: 3 clusters Score -758335.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -758339.375000 Penalty: 4379.659180
	Iteration 62Q: 3 clusters Score -758339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -758341.937500 Penalty: 4379.659180
	Iteration 63Q: 3 clusters Score -758341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -758341.937500 Penalty: 4379.659180
	Iteration 64F: 3 clusters Score -758341.9 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: -572931.250000 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -572931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -568207.375000 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -568207.4 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -569363.062500 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -569363.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -569563.062500 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -569563.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -569746.937500 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -569746.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -569939.437500 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -569939.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -570136.000000 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -570136 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -570317.500000 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -570317.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -570487.687500 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -570487.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -570627.562500 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -570627.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -570758.687500 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -570758.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -570871.312500 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -570871.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -570985.375000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -570985.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -571087.562500 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -571087.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -571153.125000 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -571153.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -571204.500000 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -571204.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -571251.812500 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -571251.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -571290.937500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -571290.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -571323.562500 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -571323.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -571351.937500 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -571351.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -571378.500000 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -571378.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -571398.875000 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -571398.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -571413.187500 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -571413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -571430.937500 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -571430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -571441.312500 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -571441.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -571453.062500 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -571453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -571463.000000 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -571463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -571468.000000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -571468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -571471.125000 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -571471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -571473.125000 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -571473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -571474.312500 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -571474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -571475.250000 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -571475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -571476.750000 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -571476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -571477.125000 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -571477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -571480.062500 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -571480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -571481.625000 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -571481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -571483.125000 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -571483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -571483.500000 Penalty: 4252.492188
	Iteration 36Q: 3 clusters Score -571483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -571485.000000 Penalty: 4252.492188
	Iteration 37Q: 3 clusters Score -571485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -571487.187500 Penalty: 4252.492188
	Iteration 38Q: 3 clusters Score -571487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -571488.750000 Penalty: 4252.492188
	Iteration 39Q: 3 clusters Score -571488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -571489.562500 Penalty: 4252.492188
	Iteration 40F: 3 clusters Score -571489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -571490.125000 Penalty: 4252.492188
	Iteration 41Q: 3 clusters Score -571490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -571491.812500 Penalty: 4252.492188
	Iteration 42Q: 3 clusters Score -571491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -571492.437500 Penalty: 4252.492188
	Iteration 43Q: 3 clusters Score -571492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -571492.875000 Penalty: 4252.492188
	Iteration 44Q: 3 clusters Score -571492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -571497.000000 Penalty: 4252.492188
	Iteration 45Q: 3 clusters Score -571497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -571497.625000 Penalty: 4252.492188
	Iteration 46Q: 3 clusters Score -571497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -571497.562500 Penalty: 4252.492188
	Iteration 47Q: 3 clusters Score -571497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -571497.562500 Penalty: 4252.492188
	Iteration 48F: 3 clusters Score -571497.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -235392.875000 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -235392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232544.734375 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -232544.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233133.937500 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -233133.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233297.562500 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -233297.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233411.500000 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -233411.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233495.890625 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -233495.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233585.625000 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -233585.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -233701.609375 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -233701.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -233826.421875 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -233826.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -233971.171875 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -233971.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -234113.406250 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -234113.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -234272.531250 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -234272.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -234457.453125 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -234457.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -234643.984375 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -234644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -234745.312500 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -234745.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -234797.609375 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -234797.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -234829.203125 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -234829.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -234841.843750 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -234841.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234853.859375 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -234853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -234865.375000 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -234865.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -234874.203125 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -234874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234882.625000 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -234882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -234886.484375 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -234886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -234887.703125 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -234887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -234889.359375 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -234889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -234892.125000 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -234892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234897.375000 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -234897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -234902.937500 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -234902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -234908.890625 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -234908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -234911.531250 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -234911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -234914.734375 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -234914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -234919.406250 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -234919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -234921.750000 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -234921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -234922.937500 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -234922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -234922.937500 Penalty: 3856.953125
	Iteration 33F: 3 clusters Score -234922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1153285.250000 Penalty: 2293.915039
	Iteration 0F: 2 clusters Score -1153285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1145424.375000 Penalty: 4587.830078
	Iteration 0F: 3 clusters Score -1145424 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1147790.750000 Penalty: 4587.830078
	Iteration 1F: 3 clusters Score -1147791 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1148127.250000 Penalty: 4587.830078
	Iteration 2F: 3 clusters Score -1148127 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1148419.500000 Penalty: 4587.830078
	Iteration 3F: 3 clusters Score -1148420 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1148742.000000 Penalty: 4587.830078
	Iteration 4Q: 3 clusters Score -1148742 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1149069.750000 Penalty: 4587.830078
	Iteration 5Q: 3 clusters Score -1149070 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1149398.875000 Penalty: 4587.830078
	Iteration 6Q: 3 clusters Score -1149399 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1149734.250000 Penalty: 4587.830078
	Iteration 7Q: 3 clusters Score -1149734 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1150049.500000 Penalty: 4587.830078
	Iteration 8Q: 3 clusters Score -1150050 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1150332.250000 Penalty: 4587.830078
	Iteration 9Q: 3 clusters Score -1150332 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1150567.000000 Penalty: 4587.830078
	Iteration 10Q: 3 clusters Score -1150567 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1150770.375000 Penalty: 4587.830078
	Iteration 11Q: 3 clusters Score -1150770 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1150916.875000 Penalty: 4587.830078
	Iteration 12Q: 3 clusters Score -1150917 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1151005.125000 Penalty: 4587.830078
	Iteration 13Q: 3 clusters Score -1151005 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1151060.375000 Penalty: 4587.830078
	Iteration 14Q: 3 clusters Score -1151060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1151114.125000 Penalty: 4587.830078
	Iteration 15Q: 3 clusters Score -1151114 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1151149.500000 Penalty: 4587.830078
	Iteration 16Q: 3 clusters Score -1151150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1151165.375000 Penalty: 4587.830078
	Iteration 17Q: 3 clusters Score -1151165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1151179.000000 Penalty: 4587.830078
	Iteration 18Q: 3 clusters Score -1151179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1151193.625000 Penalty: 4587.830078
	Iteration 19Q: 3 clusters Score -1151194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1151203.625000 Penalty: 4587.830078
	Iteration 20F: 3 clusters Score -1151204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1151215.625000 Penalty: 4587.830078
	Iteration 21Q: 3 clusters Score -1151216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1151221.375000 Penalty: 4587.830078
	Iteration 22Q: 3 clusters Score -1151221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1151231.750000 Penalty: 4587.830078
	Iteration 23Q: 3 clusters Score -1151232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1151233.750000 Penalty: 4587.830078
	Iteration 24Q: 3 clusters Score -1151234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1151234.750000 Penalty: 4587.830078
	Iteration 25Q: 3 clusters Score -1151235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1151237.125000 Penalty: 4587.830078
	Iteration 26Q: 3 clusters Score -1151237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1151240.125000 Penalty: 4587.830078
	Iteration 27Q: 3 clusters Score -1151240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1151237.000000 Penalty: 4587.830078
	Iteration 28Q: 3 clusters Score -1151237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1151241.250000 Penalty: 4587.830078
	Iteration 29Q: 3 clusters Score -1151241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1151242.875000 Penalty: 4587.830078
	Iteration 30Q: 3 clusters Score -1151243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1151244.250000 Penalty: 4587.830078
	Iteration 31Q: 3 clusters Score -1151244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1151244.875000 Penalty: 4587.830078
	Iteration 32Q: 3 clusters Score -1151245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1151244.250000 Penalty: 4587.830078
	Iteration 33Q: 3 clusters Score -1151244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1151245.875000 Penalty: 4587.830078
	Iteration 34Q: 3 clusters Score -1151246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1151244.750000 Penalty: 4587.830078
	Iteration 35Q: 3 clusters Score -1151245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1151246.750000 Penalty: 4587.830078
	Iteration 36Q: 3 clusters Score -1151247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1151246.750000 Penalty: 4587.830078
	Iteration 37F: 3 clusters Score -1151247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Entering Unmasked Estep 
Score: -3374419.750000 Penalty: 2552.712646
	Iteration 0F: 2 clusters Score -3374420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3354234.750000 Penalty: 5105.425293
	Iteration 0F: 3 clusters Score -3354235 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3361628.250000 Penalty: 5105.425293
	Iteration 1F: 3 clusters Score -3361628 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3362264.750000 Penalty: 5105.425293
	Iteration 2F: 3 clusters Score -3362265 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3363025.500000 Penalty: 5105.425293
	Iteration 3F: 3 clusters Score -3363026 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3364074.250000 Penalty: 5105.425293
	Iteration 4F: 3 clusters Score -3364074 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3365574.750000 Penalty: 5105.425293
	Iteration 5F: 3 clusters Score -3365575 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3367424.250000 Penalty: 5105.425293
	Iteration 6F: 3 clusters Score -3367424 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3369308.750000 Penalty: 5105.425293
	Iteration 7F: 3 clusters Score -3369309 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3370639.500000 Penalty: 5105.425293
	Iteration 8Q: 3 clusters Score -3370640 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3371436.250000 Penalty: 5105.425293
	Iteration 9Q: 3 clusters Score -3371436 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3371825.250000 Penalty: 5105.425293
	Iteration 10Q: 3 clusters Score -3371825 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3372015.250000 Penalty: 5105.425293
	Iteration 11Q: 3 clusters Score -3372015 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3372118.750000 Penalty: 5105.425293
	Iteration 12Q: 3 clusters Score -3372119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3372187.000000 Penalty: 5105.425293
	Iteration 13Q: 3 clusters Score -3372187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3372229.250000 Penalty: 5105.425293
	Iteration 14Q: 3 clusters Score -3372229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3372256.750000 Penalty: 5105.425293
	Iteration 15Q: 3 clusters Score -3372257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3372297.500000 Penalty: 5105.425293
	Iteration 16Q: 3 clusters Score -3372298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3372308.000000 Penalty: 5105.425293
	Iteration 17Q: 3 clusters Score -3372308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3372318.500000 Penalty: 5105.425293
	Iteration 18Q: 3 clusters Score -3372318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3372332.750000 Penalty: 5105.425293
	Iteration 19Q: 3 clusters Score -3372333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3372345.500000 Penalty: 5105.425293
	Iteration 20F: 3 clusters Score -3372346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3372350.250000 Penalty: 5105.425293
	Iteration 21Q: 3 clusters Score -3372350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3372357.500000 Penalty: 5105.425293
	Iteration 22Q: 3 clusters Score -3372358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3372358.250000 Penalty: 5105.425293
	Iteration 23Q: 3 clusters Score -3372358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3372364.000000 Penalty: 5105.425293
	Iteration 24Q: 3 clusters Score -3372364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3372374.750000 Penalty: 5105.425293
	Iteration 25Q: 3 clusters Score -3372375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3372380.500000 Penalty: 5105.425293
	Iteration 26Q: 3 clusters Score -3372380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3372374.750000 Penalty: 5105.425293
	Iteration 27Q: 3 clusters Score -3372375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3372374.750000 Penalty: 5105.425293
	Iteration 28F: 3 clusters Score -3372375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Entering Unmasked Estep 
Score: -4191193.750000 Penalty: 2630.733887
	Iteration 0F: 2 clusters Score -4191194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4163830.250000 Penalty: 5261.467773
	Iteration 0F: 3 clusters Score -4163830 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4174484.500000 Penalty: 5261.467773
	Iteration 1F: 3 clusters Score -4174484 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -4175471.000000 Penalty: 5261.467773
	Iteration 2F: 3 clusters Score -4175471 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4176613.750000 Penalty: 5261.467773
	Iteration 3F: 3 clusters Score -4176614 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4177945.500000 Penalty: 5261.467773
	Iteration 4F: 3 clusters Score -4177946 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4179513.250000 Penalty: 5261.467773
	Iteration 5F: 3 clusters Score -4179513 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4181382.750000 Penalty: 5261.467773
	Iteration 6F: 3 clusters Score -4181383 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4183336.000000 Penalty: 5261.467773
	Iteration 7F: 3 clusters Score -4183336 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4185004.750000 Penalty: 5261.467773
	Iteration 8F: 3 clusters Score -4185005 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4186127.500000 Penalty: 5261.467773
	Iteration 9Q: 3 clusters Score -4186128 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4186830.500000 Penalty: 5261.467773
	Iteration 10Q: 3 clusters Score -4186830 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4187256.000000 Penalty: 5261.467773
	Iteration 11Q: 3 clusters Score -4187256 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4187519.750000 Penalty: 5261.467773
	Iteration 12Q: 3 clusters Score -4187520 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -4187743.500000 Penalty: 5261.467773
	Iteration 13Q: 3 clusters Score -4187744 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4187895.250000 Penalty: 5261.467773
	Iteration 14Q: 3 clusters Score -4187895 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4187995.000000 Penalty: 5261.467773
	Iteration 15Q: 3 clusters Score -4187995 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4188077.750000 Penalty: 5261.467773
	Iteration 16Q: 3 clusters Score -4188078 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4188161.000000 Penalty: 5261.467773
	Iteration 17Q: 3 clusters Score -4188161 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4188215.500000 Penalty: 5261.467773
	Iteration 18Q: 3 clusters Score -4188216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4188253.750000 Penalty: 5261.467773
	Iteration 19Q: 3 clusters Score -4188254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4188308.000000 Penalty: 5261.467773
	Iteration 20F: 3 clusters Score -4188308 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4188337.000000 Penalty: 5261.467773
	Iteration 21Q: 3 clusters Score -4188337 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -4188366.000000 Penalty: 5261.467773
	Iteration 22Q: 3 clusters Score -4188366 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4188398.000000 Penalty: 5261.467773
	Iteration 23Q: 3 clusters Score -4188398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4188439.500000 Penalty: 5261.467773
	Iteration 24Q: 3 clusters Score -4188440 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -4188454.000000 Penalty: 5261.467773
	Iteration 25Q: 3 clusters Score -4188454 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4188487.500000 Penalty: 5261.467773
	Iteration 26Q: 3 clusters Score -4188488 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -4188507.750000 Penalty: 5261.467773
	Iteration 27Q: 3 clusters Score -4188508 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -4188529.750000 Penalty: 5261.467773
	Iteration 28Q: 3 clusters Score -4188530 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4188570.000000 Penalty: 5261.467773
	Iteration 29Q: 3 clusters Score -4188570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4188597.750000 Penalty: 5261.467773
	Iteration 30Q: 3 clusters Score -4188598 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -4188618.500000 Penalty: 5261.467773
	Iteration 31Q: 3 clusters Score -4188618 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4188660.250000 Penalty: 5261.467773
	Iteration 32Q: 3 clusters Score -4188660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4188700.250000 Penalty: 5261.467773
	Iteration 33Q: 3 clusters Score -4188700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4188750.000000 Penalty: 5261.467773
	Iteration 34Q: 3 clusters Score -4188750 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4188805.000000 Penalty: 5261.467773
	Iteration 35Q: 3 clusters Score -4188805 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4188872.000000 Penalty: 5261.467773
	Iteration 36Q: 3 clusters Score -4188872 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -4188966.500000 Penalty: 5261.467773
	Iteration 37Q: 3 clusters Score -4188966 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4189139.000000 Penalty: 5261.467773
	Iteration 38Q: 3 clusters Score -4189139 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -4189560.000000 Penalty: 5261.467773
	Iteration 39Q: 3 clusters Score -4189560 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4190414.250000 Penalty: 5261.467773
	Iteration 40F: 3 clusters Score -4190414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4190947.000000 Penalty: 5261.467773
	Iteration 41Q: 3 clusters Score -4190947 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4191084.500000 Penalty: 5261.467773
	Iteration 42Q: 3 clusters Score -4191084 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -4191151.250000 Penalty: 5261.467773
	Iteration 43Q: 3 clusters Score -4191151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4191176.250000 Penalty: 5261.467773
	Iteration 44Q: 3 clusters Score -4191176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4191174.000000 Penalty: 5261.467773
	Iteration 45Q: 3 clusters Score -4191174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4191179.000000 Penalty: 5261.467773
	Iteration 46Q: 3 clusters Score -4191179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4191192.000000 Penalty: 5261.467773
	Iteration 47Q: 3 clusters Score -4191192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4191191.500000 Penalty: 5261.467773
	Iteration 48Q: 3 clusters Score -4191192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4191193.750000 Penalty: 5261.467773
	Iteration 49Q: 3 clusters Score -4191194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4191207.750000 Penalty: 5261.467773
	Iteration 50Q: 3 clusters Score -4191208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4191217.000000 Penalty: 5261.467773
	Iteration 51Q: 3 clusters Score -4191217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4191219.250000 Penalty: 5261.467773
	Iteration 52Q: 3 clusters Score -4191219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -4191225.000000 Penalty: 5261.467773
	Iteration 53Q: 3 clusters Score -4191225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4191225.250000 Penalty: 5261.467773
	Iteration 54Q: 3 clusters Score -4191225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4191218.500000 Penalty: 5261.467773
	Iteration 55Q: 3 clusters Score -4191218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4191213.750000 Penalty: 5261.467773
	Iteration 56Q: 3 clusters Score -4191214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4191214.750000 Penalty: 5261.467773
	Iteration 57Q: 3 clusters Score -4191215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4191217.250000 Penalty: 5261.467773
	Iteration 58Q: 3 clusters Score -4191217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4191216.500000 Penalty: 5261.467773
	Iteration 59Q: 3 clusters Score -4191216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4191217.250000 Penalty: 5261.467773
	Iteration 60F: 3 clusters Score -4191217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 30437 members 
Entering Unmasked Estep 
Score: -110909672.000000 Penalty: 147466.703125
Splitting cluster 10 changes total score from -110909904.000000 to -110909672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Entering Unmasked Estep 
Score: -4450152.000000 Penalty: 2629.547363
	Iteration 0F: 2 clusters Score -4450152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4422784.000000 Penalty: 5259.094727
	Iteration 0F: 3 clusters Score -4422784 nChanged 18468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4433766.500000 Penalty: 5259.094727
	Iteration 1F: 3 clusters Score -4433766 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -4435667.500000 Penalty: 5259.094727
	Iteration 2F: 3 clusters Score -4435668 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4438344.000000 Penalty: 5259.094727
	Iteration 3F: 3 clusters Score -4438344 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4441306.500000 Penalty: 5259.094727
	Iteration 4F: 3 clusters Score -4441306 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4443803.500000 Penalty: 5259.094727
	Iteration 5F: 3 clusters Score -4443804 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4445545.000000 Penalty: 5259.094727
	Iteration 6F: 3 clusters Score -4445545 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4446688.500000 Penalty: 5259.094727
	Iteration 7Q: 3 clusters Score -4446688 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4447416.500000 Penalty: 5259.094727
	Iteration 8Q: 3 clusters Score -4447416 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4447846.500000 Penalty: 5259.094727
	Iteration 9Q: 3 clusters Score -4447846 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4448287.500000 Penalty: 5259.094727
	Iteration 10Q: 3 clusters Score -4448288 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4448675.000000 Penalty: 5259.094727
	Iteration 11Q: 3 clusters Score -4448675 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4449008.500000 Penalty: 5259.094727
	Iteration 12Q: 3 clusters Score -4449008 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -4449268.000000 Penalty: 5259.094727
	Iteration 13Q: 3 clusters Score -4449268 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4449430.500000 Penalty: 5259.094727
	Iteration 14Q: 3 clusters Score -4449430 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4449524.000000 Penalty: 5259.094727
	Iteration 15Q: 3 clusters Score -4449524 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4449612.500000 Penalty: 5259.094727
	Iteration 16Q: 3 clusters Score -4449612 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4449676.000000 Penalty: 5259.094727
	Iteration 17Q: 3 clusters Score -4449676 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4449718.500000 Penalty: 5259.094727
	Iteration 18Q: 3 clusters Score -4449718 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4449755.500000 Penalty: 5259.094727
	Iteration 19Q: 3 clusters Score -4449756 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4449804.500000 Penalty: 5259.094727
	Iteration 20F: 3 clusters Score -4449804 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4449842.500000 Penalty: 5259.094727
	Iteration 21Q: 3 clusters Score -4449842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4449879.000000 Penalty: 5259.094727
	Iteration 22Q: 3 clusters Score -4449879 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4449941.500000 Penalty: 5259.094727
	Iteration 23Q: 3 clusters Score -4449942 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4450008.500000 Penalty: 5259.094727
	Iteration 24Q: 3 clusters Score -4450008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4450131.000000 Penalty: 5259.094727
	Iteration 25Q: 3 clusters Score -4450131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4450248.000000 Penalty: 5259.094727
	Iteration 26Q: 3 clusters Score -4450248 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4450350.500000 Penalty: 5259.094727
	Iteration 27Q: 3 clusters Score -4450350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4450413.000000 Penalty: 5259.094727
	Iteration 28Q: 3 clusters Score -4450413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4450455.000000 Penalty: 5259.094727
	Iteration 29Q: 3 clusters Score -4450455 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4450471.500000 Penalty: 5259.094727
	Iteration 30Q: 3 clusters Score -4450472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4450486.500000 Penalty: 5259.094727
	Iteration 31Q: 3 clusters Score -4450486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4450490.000000 Penalty: 5259.094727
	Iteration 32Q: 3 clusters Score -4450490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4450488.500000 Penalty: 5259.094727
	Iteration 33Q: 3 clusters Score -4450488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4450493.000000 Penalty: 5259.094727
	Iteration 34Q: 3 clusters Score -4450493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4450495.500000 Penalty: 5259.094727
	Iteration 35Q: 3 clusters Score -4450496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4450506.000000 Penalty: 5259.094727
	Iteration 36Q: 3 clusters Score -4450506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4450509.500000 Penalty: 5259.094727
	Iteration 37Q: 3 clusters Score -4450510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4450508.500000 Penalty: 5259.094727
	Iteration 38Q: 3 clusters Score -4450508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4450517.000000 Penalty: 5259.094727
	Iteration 39Q: 3 clusters Score -4450517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4450516.000000 Penalty: 5259.094727
	Iteration 40F: 3 clusters Score -4450516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4450528.000000 Penalty: 5259.094727
	Iteration 41Q: 3 clusters Score -4450528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4450518.500000 Penalty: 5259.094727
	Iteration 42Q: 3 clusters Score -4450518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4450523.000000 Penalty: 5259.094727
	Iteration 43Q: 3 clusters Score -4450523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4450522.500000 Penalty: 5259.094727
	Iteration 44Q: 3 clusters Score -4450522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4450524.000000 Penalty: 5259.094727
	Iteration 45Q: 3 clusters Score -4450524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4450522.000000 Penalty: 5259.094727
	Iteration 46Q: 3 clusters Score -4450522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4450521.000000 Penalty: 5259.094727
	Iteration 47Q: 3 clusters Score -4450521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4450521.000000 Penalty: 5259.094727
	Iteration 48Q: 3 clusters Score -4450521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4450521.500000 Penalty: 5259.094727
	Iteration 49Q: 3 clusters Score -4450522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4450521.500000 Penalty: 5259.094727
	Iteration 50F: 3 clusters Score -4450522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 36817 members 
Entering Unmasked Estep 
Score: -110909216.000000 Penalty: 147466.703125
Splitting cluster 11 changes total score from -110909904.000000 to -110909216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1379674.750000 Penalty: 2338.669434
	Iteration 0F: 2 clusters Score -1379675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1370515.125000 Penalty: 4677.338867
	Iteration 0F: 3 clusters Score -1370515 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1373290.125000 Penalty: 4677.338867
	Iteration 1F: 3 clusters Score -1373290 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1373667.750000 Penalty: 4677.338867
	Iteration 2F: 3 clusters Score -1373668 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1373980.625000 Penalty: 4677.338867
	Iteration 3F: 3 clusters Score -1373981 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1374279.000000 Penalty: 4677.338867
	Iteration 4Q: 3 clusters Score -1374279 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1374564.125000 Penalty: 4677.338867
	Iteration 5Q: 3 clusters Score -1374564 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1374784.625000 Penalty: 4677.338867
	Iteration 6Q: 3 clusters Score -1374785 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1374973.375000 Penalty: 4677.338867
	Iteration 7Q: 3 clusters Score -1374973 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1375173.250000 Penalty: 4677.338867
	Iteration 8Q: 3 clusters Score -1375173 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1375385.500000 Penalty: 4677.338867
	Iteration 9Q: 3 clusters Score -1375386 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1375604.750000 Penalty: 4677.338867
	Iteration 10Q: 3 clusters Score -1375605 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1375862.500000 Penalty: 4677.338867
	Iteration 11Q: 3 clusters Score -1375862 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1376125.625000 Penalty: 4677.338867
	Iteration 12Q: 3 clusters Score -1376126 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1376409.750000 Penalty: 4677.338867
	Iteration 13Q: 3 clusters Score -1376410 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1376744.375000 Penalty: 4677.338867
	Iteration 14Q: 3 clusters Score -1376744 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1377075.875000 Penalty: 4677.338867
	Iteration 15Q: 3 clusters Score -1377076 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1377432.125000 Penalty: 4677.338867
	Iteration 16Q: 3 clusters Score -1377432 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1377687.250000 Penalty: 4677.338867
	Iteration 17Q: 3 clusters Score -1377687 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1377897.500000 Penalty: 4677.338867
	Iteration 18Q: 3 clusters Score -1377898 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1378051.000000 Penalty: 4677.338867
	Iteration 19Q: 3 clusters Score -1378051 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1378207.750000 Penalty: 4677.338867
	Iteration 20F: 3 clusters Score -1378208 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1378322.875000 Penalty: 4677.338867
	Iteration 21Q: 3 clusters Score -1378323 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1378405.375000 Penalty: 4677.338867
	Iteration 22Q: 3 clusters Score -1378405 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1378465.375000 Penalty: 4677.338867
	Iteration 23Q: 3 clusters Score -1378465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1378502.625000 Penalty: 4677.338867
	Iteration 24Q: 3 clusters Score -1378503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1378514.625000 Penalty: 4677.338867
	Iteration 25Q: 3 clusters Score -1378515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1378527.250000 Penalty: 4677.338867
	Iteration 26Q: 3 clusters Score -1378527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1378540.375000 Penalty: 4677.338867
	Iteration 27Q: 3 clusters Score -1378540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1378544.750000 Penalty: 4677.338867
	Iteration 28Q: 3 clusters Score -1378545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1378547.000000 Penalty: 4677.338867
	Iteration 29Q: 3 clusters Score -1378547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1378555.125000 Penalty: 4677.338867
	Iteration 30Q: 3 clusters Score -1378555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1378559.000000 Penalty: 4677.338867
	Iteration 31Q: 3 clusters Score -1378559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1378566.125000 Penalty: 4677.338867
	Iteration 32Q: 3 clusters Score -1378566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1378573.500000 Penalty: 4677.338867
	Iteration 33Q: 3 clusters Score -1378574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1378581.375000 Penalty: 4677.338867
	Iteration 34Q: 3 clusters Score -1378581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1378588.500000 Penalty: 4677.338867
	Iteration 35Q: 3 clusters Score -1378588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1378592.250000 Penalty: 4677.338867
	Iteration 36Q: 3 clusters Score -1378592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1378593.625000 Penalty: 4677.338867
	Iteration 37Q: 3 clusters Score -1378594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1378597.625000 Penalty: 4677.338867
	Iteration 38Q: 3 clusters Score -1378598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1378601.750000 Penalty: 4677.338867
	Iteration 39Q: 3 clusters Score -1378602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1378602.000000 Penalty: 4677.338867
	Iteration 40F: 3 clusters Score -1378602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1378602.375000 Penalty: 4677.338867
	Iteration 41Q: 3 clusters Score -1378602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1378602.375000 Penalty: 4677.338867
	Iteration 42F: 3 clusters Score -1378602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -436431.593750 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -436431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -432569.937500 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -432569.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -433357.531250 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -433357.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -433522.250000 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -433522.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -433644.937500 Penalty: 4100.782227
	Iteration 3Q: 3 clusters Score -433644.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -433750.250000 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -433750.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -433834.968750 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -433835 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -433899.000000 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -433899 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -433962.281250 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -433962.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -434023.062500 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -434023.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -434091.062500 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -434091.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -434168.937500 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -434168.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -434273.625000 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -434273.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -434352.281250 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -434352.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -434436.312500 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -434436.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -434555.187500 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -434555.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -434705.812500 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -434705.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -434910.468750 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -434910.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -435178.156250 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -435178.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -435492.343750 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -435492.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -435788.968750 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -435789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -436030.250000 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -436030.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -436197.468750 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -436197.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -436273.625000 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -436273.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -436305.687500 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -436305.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -436321.156250 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -436321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -436329.281250 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -436329.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -436334.000000 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -436334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -436334.687500 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -436334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -436336.125000 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -436336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -436336.125000 Penalty: 4100.782227
	Iteration 29F: 3 clusters Score -436336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -899348.062500 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -899348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -893122.437500 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -893122.4 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -894748.875000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -894748.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -894981.812500 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -894981.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -895126.312500 Penalty: 4441.966309
	Iteration 3Q: 3 clusters Score -895126.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -895223.375000 Penalty: 4441.966309
	Iteration 4Q: 3 clusters Score -895223.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -895290.000000 Penalty: 4441.966309
	Iteration 5Q: 3 clusters Score -895290 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -895353.312500 Penalty: 4441.966309
	Iteration 6Q: 3 clusters Score -895353.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -895410.937500 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -895410.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -895446.875000 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -895446.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -895482.437500 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -895482.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -895507.937500 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -895507.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -895536.750000 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -895536.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -895554.125000 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -895554.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -895573.187500 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -895573.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -895591.000000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -895591 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -895606.250000 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -895606.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -895621.562500 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -895621.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -895637.250000 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -895637.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -895650.187500 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -895650.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -895661.812500 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -895661.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -895672.750000 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -895672.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -895687.250000 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -895687.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -895702.687500 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -895702.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -895713.750000 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -895713.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -895725.437500 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -895725.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -895735.937500 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -895735.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -895745.250000 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -895745.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -895752.187500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -895752.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -895759.812500 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -895759.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -895766.250000 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -895766.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -895773.250000 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -895773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -895775.937500 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -895775.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -895784.312500 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -895784.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -895789.000000 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -895789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -895792.750000 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -895792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -895791.750000 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -895791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -895793.562500 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -895793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -895797.750000 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -895797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -895800.250000 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -895800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -895802.812500 Penalty: 4441.966309
	Iteration 39Q: 3 clusters Score -895802.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -895807.000000 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -895807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -895809.562500 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -895809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -895811.187500 Penalty: 4441.966309
	Iteration 42Q: 3 clusters Score -895811.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -895814.562500 Penalty: 4441.966309
	Iteration 43Q: 3 clusters Score -895814.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -895815.250000 Penalty: 4441.966309
	Iteration 44Q: 3 clusters Score -895815.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -895819.125000 Penalty: 4441.966309
	Iteration 45Q: 3 clusters Score -895819.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -895822.062500 Penalty: 4441.966309
	Iteration 46Q: 3 clusters Score -895822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -895825.375000 Penalty: 4441.966309
	Iteration 47Q: 3 clusters Score -895825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -895827.875000 Penalty: 4441.966309
	Iteration 48Q: 3 clusters Score -895827.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -895831.437500 Penalty: 4441.966309
	Iteration 49Q: 3 clusters Score -895831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -895834.062500 Penalty: 4441.966309
	Iteration 50Q: 3 clusters Score -895834.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -895839.187500 Penalty: 4441.966309
	Iteration 51Q: 3 clusters Score -895839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -895840.812500 Penalty: 4441.966309
	Iteration 52Q: 3 clusters Score -895840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -895842.750000 Penalty: 4441.966309
	Iteration 53Q: 3 clusters Score -895842.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -895845.437500 Penalty: 4441.966309
	Iteration 54Q: 3 clusters Score -895845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -895850.062500 Penalty: 4441.966309
	Iteration 55Q: 3 clusters Score -895850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -895853.250000 Penalty: 4441.966309
	Iteration 56Q: 3 clusters Score -895853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -895855.062500 Penalty: 4441.966309
	Iteration 57Q: 3 clusters Score -895855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -895855.875000 Penalty: 4441.966309
	Iteration 58Q: 3 clusters Score -895855.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -895855.937500 Penalty: 4441.966309
	Iteration 59Q: 3 clusters Score -895855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -895859.812500 Penalty: 4441.966309
	Iteration 60F: 3 clusters Score -895859.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -895864.375000 Penalty: 4441.966309
	Iteration 61Q: 3 clusters Score -895864.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -895867.625000 Penalty: 4441.966309
	Iteration 62Q: 3 clusters Score -895867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -895868.812500 Penalty: 4441.966309
	Iteration 63Q: 3 clusters Score -895868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -895872.125000 Penalty: 4441.966309
	Iteration 64Q: 3 clusters Score -895872.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -895876.750000 Penalty: 4441.966309
	Iteration 65Q: 3 clusters Score -895876.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -895880.875000 Penalty: 4441.966309
	Iteration 66Q: 3 clusters Score -895880.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -895885.937500 Penalty: 4441.966309
	Iteration 67Q: 3 clusters Score -895885.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -895896.312500 Penalty: 4441.966309
	Iteration 68Q: 3 clusters Score -895896.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -895905.187500 Penalty: 4441.966309
	Iteration 69Q: 3 clusters Score -895905.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -895916.312500 Penalty: 4441.966309
	Iteration 70Q: 3 clusters Score -895916.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -895922.500000 Penalty: 4441.966309
	Iteration 71Q: 3 clusters Score -895922.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -895935.000000 Penalty: 4441.966309
	Iteration 72Q: 3 clusters Score -895935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -895951.625000 Penalty: 4441.966309
	Iteration 73Q: 3 clusters Score -895951.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -895968.750000 Penalty: 4441.966309
	Iteration 74Q: 3 clusters Score -895968.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -895985.750000 Penalty: 4441.966309
	Iteration 75Q: 3 clusters Score -895985.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -896010.000000 Penalty: 4441.966309
	Iteration 76Q: 3 clusters Score -896010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -896033.375000 Penalty: 4441.966309
	Iteration 77Q: 3 clusters Score -896033.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -896063.250000 Penalty: 4441.966309
	Iteration 78Q: 3 clusters Score -896063.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -896094.437500 Penalty: 4441.966309
	Iteration 79Q: 3 clusters Score -896094.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -896121.625000 Penalty: 4441.966309
	Iteration 80F: 3 clusters Score -896121.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -896160.125000 Penalty: 4441.966309
	Iteration 81Q: 3 clusters Score -896160.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -896200.750000 Penalty: 4441.966309
	Iteration 82Q: 3 clusters Score -896200.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -896243.562500 Penalty: 4441.966309
	Iteration 83Q: 3 clusters Score -896243.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -896290.437500 Penalty: 4441.966309
	Iteration 84Q: 3 clusters Score -896290.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -896344.687500 Penalty: 4441.966309
	Iteration 85Q: 3 clusters Score -896344.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -896408.812500 Penalty: 4441.966309
	Iteration 86Q: 3 clusters Score -896408.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -896487.000000 Penalty: 4441.966309
	Iteration 87Q: 3 clusters Score -896487 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -896554.812500 Penalty: 4441.966309
	Iteration 88Q: 3 clusters Score -896554.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -896633.062500 Penalty: 4441.966309
	Iteration 89Q: 3 clusters Score -896633.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -896703.937500 Penalty: 4441.966309
	Iteration 90Q: 3 clusters Score -896703.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -896775.250000 Penalty: 4441.966309
	Iteration 91Q: 3 clusters Score -896775.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -896841.125000 Penalty: 4441.966309
	Iteration 92Q: 3 clusters Score -896841.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -896900.312500 Penalty: 4441.966309
	Iteration 93Q: 3 clusters Score -896900.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -896961.687500 Penalty: 4441.966309
	Iteration 94Q: 3 clusters Score -896961.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -897013.875000 Penalty: 4441.966309
	Iteration 95Q: 3 clusters Score -897013.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -897058.312500 Penalty: 4441.966309
	Iteration 96Q: 3 clusters Score -897058.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -897098.625000 Penalty: 4441.966309
	Iteration 97Q: 3 clusters Score -897098.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -897128.875000 Penalty: 4441.966309
	Iteration 98Q: 3 clusters Score -897128.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -897147.187500 Penalty: 4441.966309
	Iteration 99Q: 3 clusters Score -897147.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -897167.375000 Penalty: 4441.966309
	Iteration 100F: 3 clusters Score -897167.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -897190.312500 Penalty: 4441.966309
	Iteration 101Q: 3 clusters Score -897190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -897203.625000 Penalty: 4441.966309
	Iteration 102Q: 3 clusters Score -897203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -897217.437500 Penalty: 4441.966309
	Iteration 103Q: 3 clusters Score -897217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -897228.312500 Penalty: 4441.966309
	Iteration 104Q: 3 clusters Score -897228.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -897237.875000 Penalty: 4441.966309
	Iteration 105Q: 3 clusters Score -897237.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -897248.750000 Penalty: 4441.966309
	Iteration 106Q: 3 clusters Score -897248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -897253.187500 Penalty: 4441.966309
	Iteration 107Q: 3 clusters Score -897253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -897255.375000 Penalty: 4441.966309
	Iteration 108Q: 3 clusters Score -897255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -897253.750000 Penalty: 4441.966309
	Iteration 109Q: 3 clusters Score -897253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -897253.750000 Penalty: 4441.966309
	Iteration 110Q: 3 clusters Score -897253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -897253.750000 Penalty: 4441.966309
	Iteration 111F: 3 clusters Score -897253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (103403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Entering Unmasked Estep 
Score: -11714765.000000 Penalty: 2863.504639
	Iteration 0F: 2 clusters Score -1.171476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -11645681.000000 Penalty: 5727.009277
	Iteration 0F: 3 clusters Score -1.164568e+07 nChanged 48824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -11674099.000000 Penalty: 5727.009277
	Iteration 1F: 3 clusters Score -1.16741e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -11675063.000000 Penalty: 5727.009277
	Iteration 2Q: 3 clusters Score -1.167506e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -11676360.000000 Penalty: 5727.009277
	Iteration 3Q: 3 clusters Score -1.167636e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -11678046.000000 Penalty: 5727.009277
	Iteration 4Q: 3 clusters Score -1.167805e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -11680197.000000 Penalty: 5727.009277
	Iteration 5Q: 3 clusters Score -1.16802e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -11683196.000000 Penalty: 5727.009277
	Iteration 6F: 3 clusters Score -1.16832e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -11686984.000000 Penalty: 5727.009277
	Iteration 7F: 3 clusters Score -1.168698e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -11691512.000000 Penalty: 5727.009277
	Iteration 8F: 3 clusters Score -1.169151e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -11695419.000000 Penalty: 5727.009277
	Iteration 9F: 3 clusters Score -1.169542e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -11698549.000000 Penalty: 5727.009277
	Iteration 10Q: 3 clusters Score -1.169855e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -11701005.000000 Penalty: 5727.009277
	Iteration 11Q: 3 clusters Score -1.1701e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -11702866.000000 Penalty: 5727.009277
	Iteration 12Q: 3 clusters Score -1.170287e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -11704478.000000 Penalty: 5727.009277
	Iteration 13Q: 3 clusters Score -1.170448e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -11705897.000000 Penalty: 5727.009277
	Iteration 14Q: 3 clusters Score -1.17059e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -11707146.000000 Penalty: 5727.009277
	Iteration 15Q: 3 clusters Score -1.170715e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -11708289.000000 Penalty: 5727.009277
	Iteration 16Q: 3 clusters Score -1.170829e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -11709291.000000 Penalty: 5727.009277
	Iteration 17Q: 3 clusters Score -1.170929e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -11710065.000000 Penalty: 5727.009277
	Iteration 18Q: 3 clusters Score -1.171006e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -11710702.000000 Penalty: 5727.009277
	Iteration 19Q: 3 clusters Score -1.17107e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11711184.000000 Penalty: 5727.009277
	Iteration 20F: 3 clusters Score -1.171118e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11711509.000000 Penalty: 5727.009277
	Iteration 21Q: 3 clusters Score -1.171151e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11711765.000000 Penalty: 5727.009277
	Iteration 22Q: 3 clusters Score -1.171176e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11711979.000000 Penalty: 5727.009277
	Iteration 23Q: 3 clusters Score -1.171198e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11712080.000000 Penalty: 5727.009277
	Iteration 24Q: 3 clusters Score -1.171208e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102085 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11712193.000000 Penalty: 5727.009277
	Iteration 25Q: 3 clusters Score -1.171219e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11712231.000000 Penalty: 5727.009277
	Iteration 26Q: 3 clusters Score -1.171223e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11712296.000000 Penalty: 5727.009277
	Iteration 27Q: 3 clusters Score -1.17123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11712307.000000 Penalty: 5727.009277
	Iteration 28Q: 3 clusters Score -1.171231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11712333.000000 Penalty: 5727.009277
	Iteration 29Q: 3 clusters Score -1.171233e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11712354.000000 Penalty: 5727.009277
	Iteration 30Q: 3 clusters Score -1.171235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11712370.000000 Penalty: 5727.009277
	Iteration 31Q: 3 clusters Score -1.171237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11712379.000000 Penalty: 5727.009277
	Iteration 32Q: 3 clusters Score -1.171238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11712388.000000 Penalty: 5727.009277
	Iteration 33Q: 3 clusters Score -1.171239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11712392.000000 Penalty: 5727.009277
	Iteration 34Q: 3 clusters Score -1.171239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11712413.000000 Penalty: 5727.009277
	Iteration 35Q: 3 clusters Score -1.171241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11712430.000000 Penalty: 5727.009277
	Iteration 36Q: 3 clusters Score -1.171243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11712448.000000 Penalty: 5727.009277
	Iteration 37Q: 3 clusters Score -1.171245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11712449.000000 Penalty: 5727.009277
	Iteration 38Q: 3 clusters Score -1.171245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11712445.000000 Penalty: 5727.009277
	Iteration 39Q: 3 clusters Score -1.171244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11712444.000000 Penalty: 5727.009277
	Iteration 40F: 3 clusters Score -1.171244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102553 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11712451.000000 Penalty: 5727.009277
	Iteration 41Q: 3 clusters Score -1.171245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11712449.000000 Penalty: 5727.009277
	Iteration 42Q: 3 clusters Score -1.171245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11712451.000000 Penalty: 5727.009277
	Iteration 43Q: 3 clusters Score -1.171245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11712446.000000 Penalty: 5727.009277
	Iteration 44Q: 3 clusters Score -1.171245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11712445.000000 Penalty: 5727.009277
	Iteration 45Q: 3 clusters Score -1.171244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11712445.000000 Penalty: 5727.009277
	Iteration 46F: 3 clusters Score -1.171244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Entering Unmasked Estep 
Score: -5597787.000000 Penalty: 2679.415771
	Iteration 0F: 2 clusters Score -5597787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -5564632.500000 Penalty: 5358.831543
	Iteration 0F: 3 clusters Score -5564632 nChanged 22741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5577600.000000 Penalty: 5358.831543
	Iteration 1F: 3 clusters Score -5577600 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5578376.000000 Penalty: 5358.831543
	Iteration 2Q: 3 clusters Score -5578376 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -5579148.500000 Penalty: 5358.831543
	Iteration 3Q: 3 clusters Score -5579148 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -5580011.000000 Penalty: 5358.831543
	Iteration 4Q: 3 clusters Score -5580011 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5580936.500000 Penalty: 5358.831543
	Iteration 5Q: 3 clusters Score -5580936 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5582039.000000 Penalty: 5358.831543
	Iteration 6Q: 3 clusters Score -5582039 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -5583390.000000 Penalty: 5358.831543
	Iteration 7F: 3 clusters Score -5583390 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5584890.500000 Penalty: 5358.831543
	Iteration 8F: 3 clusters Score -5584890 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -5586284.000000 Penalty: 5358.831543
	Iteration 9Q: 3 clusters Score -5586284 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5587385.500000 Penalty: 5358.831543
	Iteration 10Q: 3 clusters Score -5587386 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -5587993.000000 Penalty: 5358.831543
	Iteration 11Q: 3 clusters Score -5587993 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5588352.500000 Penalty: 5358.831543
	Iteration 12Q: 3 clusters Score -5588352 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5588484.500000 Penalty: 5358.831543
	Iteration 13Q: 3 clusters Score -5588484 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5588579.000000 Penalty: 5358.831543
	Iteration 14Q: 3 clusters Score -5588579 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5588677.500000 Penalty: 5358.831543
	Iteration 15Q: 3 clusters Score -5588678 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -5588766.000000 Penalty: 5358.831543
	Iteration 16Q: 3 clusters Score -5588766 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5588851.000000 Penalty: 5358.831543
	Iteration 17Q: 3 clusters Score -5588851 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5588895.500000 Penalty: 5358.831543
	Iteration 18Q: 3 clusters Score -5588896 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5588973.000000 Penalty: 5358.831543
	Iteration 19Q: 3 clusters Score -5588973 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5589021.500000 Penalty: 5358.831543
	Iteration 20F: 3 clusters Score -5589022 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5589088.000000 Penalty: 5358.831543
	Iteration 21Q: 3 clusters Score -5589088 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5589204.000000 Penalty: 5358.831543
	Iteration 22Q: 3 clusters Score -5589204 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5589281.000000 Penalty: 5358.831543
	Iteration 23Q: 3 clusters Score -5589281 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5589364.000000 Penalty: 5358.831543
	Iteration 24Q: 3 clusters Score -5589364 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5589413.000000 Penalty: 5358.831543
	Iteration 25Q: 3 clusters Score -5589413 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -5589469.000000 Penalty: 5358.831543
	Iteration 26Q: 3 clusters Score -5589469 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -5589540.500000 Penalty: 5358.831543
	Iteration 27Q: 3 clusters Score -5589540 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5589608.000000 Penalty: 5358.831543
	Iteration 28Q: 3 clusters Score -5589608 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5589679.500000 Penalty: 5358.831543
	Iteration 29Q: 3 clusters Score -5589680 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5589760.000000 Penalty: 5358.831543
	Iteration 30Q: 3 clusters Score -5589760 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5589819.000000 Penalty: 5358.831543
	Iteration 31Q: 3 clusters Score -5589819 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5589893.000000 Penalty: 5358.831543
	Iteration 32Q: 3 clusters Score -5589893 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5589946.500000 Penalty: 5358.831543
	Iteration 33Q: 3 clusters Score -5589946 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5589993.500000 Penalty: 5358.831543
	Iteration 34Q: 3 clusters Score -5589994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5590039.000000 Penalty: 5358.831543
	Iteration 35Q: 3 clusters Score -5590039 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -5590092.500000 Penalty: 5358.831543
	Iteration 36Q: 3 clusters Score -5590092 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5590138.500000 Penalty: 5358.831543
	Iteration 37Q: 3 clusters Score -5590138 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5590191.500000 Penalty: 5358.831543
	Iteration 38Q: 3 clusters Score -5590192 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5590280.000000 Penalty: 5358.831543
	Iteration 39Q: 3 clusters Score -5590280 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5590360.500000 Penalty: 5358.831543
	Iteration 40F: 3 clusters Score -5590360 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5590438.000000 Penalty: 5358.831543
	Iteration 41Q: 3 clusters Score -5590438 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5590523.500000 Penalty: 5358.831543
	Iteration 42Q: 3 clusters Score -5590524 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5590595.500000 Penalty: 5358.831543
	Iteration 43Q: 3 clusters Score -5590596 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5590692.000000 Penalty: 5358.831543
	Iteration 44Q: 3 clusters Score -5590692 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5590776.000000 Penalty: 5358.831543
	Iteration 45Q: 3 clusters Score -5590776 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5590908.500000 Penalty: 5358.831543
	Iteration 46Q: 3 clusters Score -5590908 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5591040.000000 Penalty: 5358.831543
	Iteration 47Q: 3 clusters Score -5591040 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -5591169.000000 Penalty: 5358.831543
	Iteration 48Q: 3 clusters Score -5591169 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5591318.500000 Penalty: 5358.831543
	Iteration 49Q: 3 clusters Score -5591318 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5591503.500000 Penalty: 5358.831543
	Iteration 50Q: 3 clusters Score -5591504 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -5591720.000000 Penalty: 5358.831543
	Iteration 51Q: 3 clusters Score -5591720 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -5591948.000000 Penalty: 5358.831543
	Iteration 52Q: 3 clusters Score -5591948 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -5592199.500000 Penalty: 5358.831543
	Iteration 53Q: 3 clusters Score -5592200 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -5592432.000000 Penalty: 5358.831543
	Iteration 54Q: 3 clusters Score -5592432 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5592641.000000 Penalty: 5358.831543
	Iteration 55Q: 3 clusters Score -5592641 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5592854.000000 Penalty: 5358.831543
	Iteration 56Q: 3 clusters Score -5592854 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -5593130.500000 Penalty: 5358.831543
	Iteration 57Q: 3 clusters Score -5593130 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -5593418.500000 Penalty: 5358.831543
	Iteration 58Q: 3 clusters Score -5593418 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5593693.500000 Penalty: 5358.831543
	Iteration 59Q: 3 clusters Score -5593694 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5593993.500000 Penalty: 5358.831543
	Iteration 60F: 3 clusters Score -5593994 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5594313.000000 Penalty: 5358.831543
	Iteration 61Q: 3 clusters Score -5594313 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5594554.500000 Penalty: 5358.831543
	Iteration 62Q: 3 clusters Score -5594554 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5594758.500000 Penalty: 5358.831543
	Iteration 63Q: 3 clusters Score -5594758 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5594965.500000 Penalty: 5358.831543
	Iteration 64Q: 3 clusters Score -5594966 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5595152.500000 Penalty: 5358.831543
	Iteration 65Q: 3 clusters Score -5595152 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5595310.000000 Penalty: 5358.831543
	Iteration 66Q: 3 clusters Score -5595310 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5595458.000000 Penalty: 5358.831543
	Iteration 67Q: 3 clusters Score -5595458 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5595592.000000 Penalty: 5358.831543
	Iteration 68Q: 3 clusters Score -5595592 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5595707.000000 Penalty: 5358.831543
	Iteration 69Q: 3 clusters Score -5595707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5595827.500000 Penalty: 5358.831543
	Iteration 70Q: 3 clusters Score -5595828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5595940.000000 Penalty: 5358.831543
	Iteration 71Q: 3 clusters Score -5595940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5596032.000000 Penalty: 5358.831543
	Iteration 72Q: 3 clusters Score -5596032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5596106.000000 Penalty: 5358.831543
	Iteration 73Q: 3 clusters Score -5596106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5596172.000000 Penalty: 5358.831543
	Iteration 74Q: 3 clusters Score -5596172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5596197.500000 Penalty: 5358.831543
	Iteration 75Q: 3 clusters Score -5596198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5596220.500000 Penalty: 5358.831543
	Iteration 76Q: 3 clusters Score -5596220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5596230.500000 Penalty: 5358.831543
	Iteration 77Q: 3 clusters Score -5596230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5596242.000000 Penalty: 5358.831543
	Iteration 78Q: 3 clusters Score -5596242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5596258.500000 Penalty: 5358.831543
	Iteration 79Q: 3 clusters Score -5596258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5596266.500000 Penalty: 5358.831543
	Iteration 80F: 3 clusters Score -5596266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5596264.500000 Penalty: 5358.831543
	Iteration 81Q: 3 clusters Score -5596264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5596269.500000 Penalty: 5358.831543
	Iteration 82Q: 3 clusters Score -5596270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5596259.500000 Penalty: 5358.831543
	Iteration 83Q: 3 clusters Score -5596260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5596261.500000 Penalty: 5358.831543
	Iteration 84Q: 3 clusters Score -5596262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5596260.500000 Penalty: 5358.831543
	Iteration 85Q: 3 clusters Score -5596260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5596268.500000 Penalty: 5358.831543
	Iteration 86Q: 3 clusters Score -5596268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5596262.000000 Penalty: 5358.831543
	Iteration 87Q: 3 clusters Score -5596262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5596267.500000 Penalty: 5358.831543
	Iteration 88Q: 3 clusters Score -5596268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5596276.000000 Penalty: 5358.831543
	Iteration 89Q: 3 clusters Score -5596276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5596277.000000 Penalty: 5358.831543
	Iteration 90Q: 3 clusters Score -5596277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5596278.500000 Penalty: 5358.831543
	Iteration 91Q: 3 clusters Score -5596278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5596278.500000 Penalty: 5358.831543
	Iteration 92F: 3 clusters Score -5596278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12803.560547 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12803.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11871.407227 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11871.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11952.548828 Penalty: 2454.584961
	Iteration 1F: 3 clusters Score -11952.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11969.763672 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11969.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12002.111328 Penalty: 2454.584961
	Iteration 3Q: 3 clusters Score -12002.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12002.111328 Penalty: 2454.584961
	Iteration 4F: 3 clusters Score -12002.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -205459.218750 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -205459.2 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 967 members 
Entering Unmasked Estep 
Score: -202922.046875 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -202922 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -203373.796875 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -203373.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -203532.906250 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -203532.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -203624.109375 Penalty: 3739.885010
	Iteration 3Q: 3 clusters Score -203624.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203681.593750 Penalty: 3739.885010
	Iteration 4Q: 3 clusters Score -203681.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203737.875000 Penalty: 3739.885010
	Iteration 5Q: 3 clusters Score -203737.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -203784.640625 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -203784.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -203836.968750 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -203837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203891.656250 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -203891.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -203963.953125 Penalty: 3739.885010
	Iteration 9Q: 3 clusters Score -203964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -204061.015625 Penalty: 3739.885010
	Iteration 10Q: 3 clusters Score -204061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204208.484375 Penalty: 3739.885010
	Iteration 11Q: 3 clusters Score -204208.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -204345.453125 Penalty: 3739.885010
	Iteration 12Q: 3 clusters Score -204345.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204556.609375 Penalty: 3739.885010
	Iteration 13Q: 3 clusters Score -204556.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204873.484375 Penalty: 3739.885010
	Iteration 14Q: 3 clusters Score -204873.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -205220.890625 Penalty: 3739.885010
	Iteration 15Q: 3 clusters Score -205220.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -205383.062500 Penalty: 3739.885010
	Iteration 16Q: 3 clusters Score -205383.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205436.625000 Penalty: 3739.885010
	Iteration 17Q: 3 clusters Score -205436.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205458.734375 Penalty: 3739.885010
	Iteration 18Q: 3 clusters Score -205458.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205472.687500 Penalty: 3739.885010
	Iteration 19Q: 3 clusters Score -205472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -205483.281250 Penalty: 3739.885010
	Iteration 20F: 3 clusters Score -205483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -205492.640625 Penalty: 3739.885010
	Iteration 21Q: 3 clusters Score -205492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -205501.921875 Penalty: 3739.885010
	Iteration 22Q: 3 clusters Score -205501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -205510.484375 Penalty: 3739.885010
	Iteration 23Q: 3 clusters Score -205510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -205516.687500 Penalty: 3739.885010
	Iteration 24Q: 3 clusters Score -205516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -205521.109375 Penalty: 3739.885010
	Iteration 25Q: 3 clusters Score -205521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -205528.250000 Penalty: 3739.885010
	Iteration 26Q: 3 clusters Score -205528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -205539.546875 Penalty: 3739.885010
	Iteration 27Q: 3 clusters Score -205539.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -205553.906250 Penalty: 3739.885010
	Iteration 28Q: 3 clusters Score -205553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -205574.640625 Penalty: 3739.885010
	Iteration 29Q: 3 clusters Score -205574.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -205617.968750 Penalty: 3739.885010
	Iteration 30Q: 3 clusters Score -205618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -205734.390625 Penalty: 3739.885010
	Iteration 31Q: 3 clusters Score -205734.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -205866.390625 Penalty: 3739.885010
	Iteration 32Q: 3 clusters Score -205866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -205917.281250 Penalty: 3739.885010
	Iteration 33Q: 3 clusters Score -205917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -205932.781250 Penalty: 3739.885010
	Iteration 34Q: 3 clusters Score -205932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -205939.015625 Penalty: 3739.885010
	Iteration 35Q: 3 clusters Score -205939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -205943.781250 Penalty: 3739.885010
	Iteration 36Q: 3 clusters Score -205943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -205948.437500 Penalty: 3739.885010
	Iteration 37Q: 3 clusters Score -205948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -205948.437500 Penalty: 3739.885010
	Iteration 38F: 3 clusters Score -205948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 1196 members 
Entering Unmasked Estep 
Score: -110908896.000000 Penalty: 147466.703125
Splitting cluster 18 changes total score from -110909904.000000 to -110908896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -587374.625000 Penalty: 2150.436523
	Iteration 0F: 2 clusters Score -587374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -582329.812500 Penalty: 4300.873047
	Iteration 0F: 3 clusters Score -582329.8 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -583642.187500 Penalty: 4300.873047
	Iteration 1F: 3 clusters Score -583642.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -583949.375000 Penalty: 4300.873047
	Iteration 2F: 3 clusters Score -583949.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -584174.750000 Penalty: 4300.873047
	Iteration 3F: 3 clusters Score -584174.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -584394.312500 Penalty: 4300.873047
	Iteration 4F: 3 clusters Score -584394.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -584584.312500 Penalty: 4300.873047
	Iteration 5Q: 3 clusters Score -584584.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -584764.875000 Penalty: 4300.873047
	Iteration 6Q: 3 clusters Score -584764.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -584919.750000 Penalty: 4300.873047
	Iteration 7Q: 3 clusters Score -584919.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -585052.625000 Penalty: 4300.873047
	Iteration 8Q: 3 clusters Score -585052.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -585169.312500 Penalty: 4300.873047
	Iteration 9Q: 3 clusters Score -585169.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -585272.250000 Penalty: 4300.873047
	Iteration 10Q: 3 clusters Score -585272.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -585347.750000 Penalty: 4300.873047
	Iteration 11Q: 3 clusters Score -585347.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -585415.312500 Penalty: 4300.873047
	Iteration 12Q: 3 clusters Score -585415.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -585477.312500 Penalty: 4300.873047
	Iteration 13Q: 3 clusters Score -585477.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -585542.562500 Penalty: 4300.873047
	Iteration 14Q: 3 clusters Score -585542.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -585597.312500 Penalty: 4300.873047
	Iteration 15Q: 3 clusters Score -585597.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -585659.375000 Penalty: 4300.873047
	Iteration 16Q: 3 clusters Score -585659.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -585714.062500 Penalty: 4300.873047
	Iteration 17Q: 3 clusters Score -585714.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -585745.500000 Penalty: 4300.873047
	Iteration 18Q: 3 clusters Score -585745.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -585761.250000 Penalty: 4300.873047
	Iteration 19Q: 3 clusters Score -585761.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -585772.812500 Penalty: 4300.873047
	Iteration 20F: 3 clusters Score -585772.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -585786.062500 Penalty: 4300.873047
	Iteration 21Q: 3 clusters Score -585786.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -585792.687500 Penalty: 4300.873047
	Iteration 22Q: 3 clusters Score -585792.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -585800.312500 Penalty: 4300.873047
	Iteration 23Q: 3 clusters Score -585800.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -585809.000000 Penalty: 4300.873047
	Iteration 24Q: 3 clusters Score -585809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -585816.687500 Penalty: 4300.873047
	Iteration 25Q: 3 clusters Score -585816.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -585827.937500 Penalty: 4300.873047
	Iteration 26Q: 3 clusters Score -585827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -585835.562500 Penalty: 4300.873047
	Iteration 27Q: 3 clusters Score -585835.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -585843.375000 Penalty: 4300.873047
	Iteration 28Q: 3 clusters Score -585843.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -585851.125000 Penalty: 4300.873047
	Iteration 29Q: 3 clusters Score -585851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -585857.562500 Penalty: 4300.873047
	Iteration 30Q: 3 clusters Score -585857.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -585865.437500 Penalty: 4300.873047
	Iteration 31Q: 3 clusters Score -585865.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -585872.687500 Penalty: 4300.873047
	Iteration 32Q: 3 clusters Score -585872.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -585881.750000 Penalty: 4300.873047
	Iteration 33Q: 3 clusters Score -585881.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -585889.875000 Penalty: 4300.873047
	Iteration 34Q: 3 clusters Score -585889.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -585902.625000 Penalty: 4300.873047
	Iteration 35Q: 3 clusters Score -585902.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -585911.437500 Penalty: 4300.873047
	Iteration 36Q: 3 clusters Score -585911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -585920.375000 Penalty: 4300.873047
	Iteration 37Q: 3 clusters Score -585920.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -585930.312500 Penalty: 4300.873047
	Iteration 38Q: 3 clusters Score -585930.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -585942.000000 Penalty: 4300.873047
	Iteration 39Q: 3 clusters Score -585942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -585952.437500 Penalty: 4300.873047
	Iteration 40F: 3 clusters Score -585952.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -585958.062500 Penalty: 4300.873047
	Iteration 41Q: 3 clusters Score -585958.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -585964.937500 Penalty: 4300.873047
	Iteration 42Q: 3 clusters Score -585964.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -585969.000000 Penalty: 4300.873047
	Iteration 43Q: 3 clusters Score -585969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -585974.062500 Penalty: 4300.873047
	Iteration 44Q: 3 clusters Score -585974.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -585977.687500 Penalty: 4300.873047
	Iteration 45Q: 3 clusters Score -585977.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -585981.250000 Penalty: 4300.873047
	Iteration 46Q: 3 clusters Score -585981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -585984.000000 Penalty: 4300.873047
	Iteration 47Q: 3 clusters Score -585984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -585986.437500 Penalty: 4300.873047
	Iteration 48Q: 3 clusters Score -585986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -585987.875000 Penalty: 4300.873047
	Iteration 49Q: 3 clusters Score -585987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -585989.250000 Penalty: 4300.873047
	Iteration 50Q: 3 clusters Score -585989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -585990.062500 Penalty: 4300.873047
	Iteration 51Q: 3 clusters Score -585990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -585991.062500 Penalty: 4300.873047
	Iteration 52Q: 3 clusters Score -585991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -585991.312500 Penalty: 4300.873047
	Iteration 53Q: 3 clusters Score -585991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -585992.750000 Penalty: 4300.873047
	Iteration 54Q: 3 clusters Score -585992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -585993.500000 Penalty: 4300.873047
	Iteration 55Q: 3 clusters Score -585993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -585995.812500 Penalty: 4300.873047
	Iteration 56Q: 3 clusters Score -585995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -585996.312500 Penalty: 4300.873047
	Iteration 57Q: 3 clusters Score -585996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -585998.375000 Penalty: 4300.873047
	Iteration 58Q: 3 clusters Score -585998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -586000.000000 Penalty: 4300.873047
	Iteration 59Q: 3 clusters Score -586000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -586000.937500 Penalty: 4300.873047
	Iteration 60F: 3 clusters Score -586000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -585999.625000 Penalty: 4300.873047
	Iteration 61Q: 3 clusters Score -585999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -586000.500000 Penalty: 4300.873047
	Iteration 62Q: 3 clusters Score -586000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -586000.500000 Penalty: 4300.873047
	Iteration 63F: 3 clusters Score -586000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -141324.312500 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -141324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139160.187500 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -139160.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139557.656250 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -139557.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -139707.750000 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -139707.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139823.328125 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -139823.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139888.265625 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -139888.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139922.953125 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -139923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139947.359375 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -139947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139961.375000 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -139961.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139972.875000 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -139972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139979.921875 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -139979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -139985.109375 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -139985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139991.109375 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -139991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139999.453125 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -139999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -140005.500000 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -140005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -140009.015625 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -140009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -140016.515625 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -140016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140025.343750 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -140025.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -140036.078125 Penalty: 3582.754639
	Iteration 17Q: 3 clusters Score -140036.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140043.968750 Penalty: 3582.754639
	Iteration 18Q: 3 clusters Score -140044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140055.000000 Penalty: 3582.754639
	Iteration 19Q: 3 clusters Score -140055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -140063.406250 Penalty: 3582.754639
	Iteration 20F: 3 clusters Score -140063.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -140069.750000 Penalty: 3582.754639
	Iteration 21Q: 3 clusters Score -140069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -140076.093750 Penalty: 3582.754639
	Iteration 22Q: 3 clusters Score -140076.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -140082.671875 Penalty: 3582.754639
	Iteration 23Q: 3 clusters Score -140082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -140094.750000 Penalty: 3582.754639
	Iteration 24Q: 3 clusters Score -140094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -140107.968750 Penalty: 3582.754639
	Iteration 25Q: 3 clusters Score -140108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -140122.390625 Penalty: 3582.754639
	Iteration 26Q: 3 clusters Score -140122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -140139.640625 Penalty: 3582.754639
	Iteration 27Q: 3 clusters Score -140139.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -140156.390625 Penalty: 3582.754639
	Iteration 28Q: 3 clusters Score -140156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -140176.562500 Penalty: 3582.754639
	Iteration 29Q: 3 clusters Score -140176.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -140194.406250 Penalty: 3582.754639
	Iteration 30Q: 3 clusters Score -140194.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -140203.093750 Penalty: 3582.754639
	Iteration 31Q: 3 clusters Score -140203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -140211.468750 Penalty: 3582.754639
	Iteration 32Q: 3 clusters Score -140211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -140220.390625 Penalty: 3582.754639
	Iteration 33Q: 3 clusters Score -140220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140228.484375 Penalty: 3582.754639
	Iteration 34Q: 3 clusters Score -140228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -140234.609375 Penalty: 3582.754639
	Iteration 35Q: 3 clusters Score -140234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140240.593750 Penalty: 3582.754639
	Iteration 36Q: 3 clusters Score -140240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -140250.218750 Penalty: 3582.754639
	Iteration 37Q: 3 clusters Score -140250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -140258.890625 Penalty: 3582.754639
	Iteration 38Q: 3 clusters Score -140258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -140265.687500 Penalty: 3582.754639
	Iteration 39Q: 3 clusters Score -140265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -140270.187500 Penalty: 3582.754639
	Iteration 40F: 3 clusters Score -140270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -140273.093750 Penalty: 3582.754639
	Iteration 41Q: 3 clusters Score -140273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -140273.953125 Penalty: 3582.754639
	Iteration 42Q: 3 clusters Score -140274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -140275.093750 Penalty: 3582.754639
	Iteration 43Q: 3 clusters Score -140275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -140275.093750 Penalty: 3582.754639
	Iteration 44F: 3 clusters Score -140275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Entering Unmasked Estep 
Score: -1723248.875000 Penalty: 2385.363770
	Iteration 0F: 2 clusters Score -1723249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1712408.625000 Penalty: 4770.727539
	Iteration 0F: 3 clusters Score -1712409 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1715942.000000 Penalty: 4770.727539
	Iteration 1F: 3 clusters Score -1715942 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1716362.500000 Penalty: 4770.727539
	Iteration 2F: 3 clusters Score -1716362 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1716693.750000 Penalty: 4770.727539
	Iteration 3Q: 3 clusters Score -1716694 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1717003.000000 Penalty: 4770.727539
	Iteration 4Q: 3 clusters Score -1717003 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1717317.000000 Penalty: 4770.727539
	Iteration 5Q: 3 clusters Score -1717317 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1717625.375000 Penalty: 4770.727539
	Iteration 6Q: 3 clusters Score -1717625 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1717936.375000 Penalty: 4770.727539
	Iteration 7Q: 3 clusters Score -1717936 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1718282.500000 Penalty: 4770.727539
	Iteration 8Q: 3 clusters Score -1718282 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1718641.625000 Penalty: 4770.727539
	Iteration 9Q: 3 clusters Score -1718642 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1719021.125000 Penalty: 4770.727539
	Iteration 10Q: 3 clusters Score -1719021 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1719356.375000 Penalty: 4770.727539
	Iteration 11Q: 3 clusters Score -1719356 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1719665.750000 Penalty: 4770.727539
	Iteration 12Q: 3 clusters Score -1719666 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1719962.875000 Penalty: 4770.727539
	Iteration 13Q: 3 clusters Score -1719963 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1720223.000000 Penalty: 4770.727539
	Iteration 14Q: 3 clusters Score -1720223 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1720435.000000 Penalty: 4770.727539
	Iteration 15Q: 3 clusters Score -1720435 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1720608.000000 Penalty: 4770.727539
	Iteration 16Q: 3 clusters Score -1720608 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1720767.125000 Penalty: 4770.727539
	Iteration 17Q: 3 clusters Score -1720767 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1720867.750000 Penalty: 4770.727539
	Iteration 18Q: 3 clusters Score -1720868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1720937.500000 Penalty: 4770.727539
	Iteration 19Q: 3 clusters Score -1720938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1720991.375000 Penalty: 4770.727539
	Iteration 20F: 3 clusters Score -1720991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1721025.750000 Penalty: 4770.727539
	Iteration 21Q: 3 clusters Score -1721026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1721060.000000 Penalty: 4770.727539
	Iteration 22Q: 3 clusters Score -1721060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1721086.125000 Penalty: 4770.727539
	Iteration 23Q: 3 clusters Score -1721086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1721101.375000 Penalty: 4770.727539
	Iteration 24Q: 3 clusters Score -1721101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1721111.125000 Penalty: 4770.727539
	Iteration 25Q: 3 clusters Score -1721111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1721126.375000 Penalty: 4770.727539
	Iteration 26Q: 3 clusters Score -1721126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1721139.875000 Penalty: 4770.727539
	Iteration 27Q: 3 clusters Score -1721140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1721152.125000 Penalty: 4770.727539
	Iteration 28Q: 3 clusters Score -1721152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1721167.125000 Penalty: 4770.727539
	Iteration 29Q: 3 clusters Score -1721167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1721171.750000 Penalty: 4770.727539
	Iteration 30Q: 3 clusters Score -1721172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1721177.375000 Penalty: 4770.727539
	Iteration 31Q: 3 clusters Score -1721177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1721178.750000 Penalty: 4770.727539
	Iteration 32Q: 3 clusters Score -1721179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1721183.750000 Penalty: 4770.727539
	Iteration 33Q: 3 clusters Score -1721184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1721190.625000 Penalty: 4770.727539
	Iteration 34Q: 3 clusters Score -1721191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1721196.750000 Penalty: 4770.727539
	Iteration 35Q: 3 clusters Score -1721197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1721205.500000 Penalty: 4770.727539
	Iteration 36Q: 3 clusters Score -1721206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1721211.000000 Penalty: 4770.727539
	Iteration 37Q: 3 clusters Score -1721211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1721215.000000 Penalty: 4770.727539
	Iteration 38Q: 3 clusters Score -1721215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1721216.500000 Penalty: 4770.727539
	Iteration 39Q: 3 clusters Score -1721216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1721218.875000 Penalty: 4770.727539
	Iteration 40F: 3 clusters Score -1721219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1721220.000000 Penalty: 4770.727539
	Iteration 41Q: 3 clusters Score -1721220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1721220.125000 Penalty: 4770.727539
	Iteration 42Q: 3 clusters Score -1721220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1721220.125000 Penalty: 4770.727539
	Iteration 43Q: 3 clusters Score -1721220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1721222.375000 Penalty: 4770.727539
	Iteration 44Q: 3 clusters Score -1721222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1721220.250000 Penalty: 4770.727539
	Iteration 45Q: 3 clusters Score -1721220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1721220.250000 Penalty: 4770.727539
	Iteration 46F: 3 clusters Score -1721220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -22377.708984 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -22377.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21198.353516 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -21198.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21281.066406 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -21281.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21308.021484 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -21308.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21342.986328 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -21342.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21363.158203 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -21363.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21384.314453 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -21384.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21399.158203 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -21399.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21401.962891 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -21401.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21404.988281 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -21404.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21410.390625 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -21410.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21412.550781 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -21412.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21421.888672 Penalty: 2769.414062
	Iteration 11Q: 3 clusters Score -21421.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21441.583984 Penalty: 2769.414062
	Iteration 12Q: 3 clusters Score -21441.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21448.488281 Penalty: 2769.414062
	Iteration 13Q: 3 clusters Score -21448.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21452.931641 Penalty: 2769.414062
	Iteration 14Q: 3 clusters Score -21452.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21452.931641 Penalty: 2769.414062
	Iteration 15F: 3 clusters Score -21452.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (57304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Entering Unmasked Estep 
Score: -6370856.500000 Penalty: 2717.119141
	Iteration 0F: 2 clusters Score -6370856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -6332366.500000 Penalty: 5434.238281
	Iteration 0F: 3 clusters Score -6332366 nChanged 26619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -6347295.000000 Penalty: 5434.238281
	Iteration 1F: 3 clusters Score -6347295 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -6347943.500000 Penalty: 5434.238281
	Iteration 2Q: 3 clusters Score -6347944 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -6348590.500000 Penalty: 5434.238281
	Iteration 3Q: 3 clusters Score -6348590 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -6349510.000000 Penalty: 5434.238281
	Iteration 4Q: 3 clusters Score -6349510 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6351018.500000 Penalty: 5434.238281
	Iteration 5F: 3 clusters Score -6351018 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -6353298.000000 Penalty: 5434.238281
	Iteration 6F: 3 clusters Score -6353298 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6356615.000000 Penalty: 5434.238281
	Iteration 7F: 3 clusters Score -6356615 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -6360515.500000 Penalty: 5434.238281
	Iteration 8F: 3 clusters Score -6360516 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -6364014.500000 Penalty: 5434.238281
	Iteration 9F: 3 clusters Score -6364014 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -6366423.000000 Penalty: 5434.238281
	Iteration 10Q: 3 clusters Score -6366423 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -6367633.000000 Penalty: 5434.238281
	Iteration 11Q: 3 clusters Score -6367633 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -6368194.000000 Penalty: 5434.238281
	Iteration 12Q: 3 clusters Score -6368194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -6368368.000000 Penalty: 5434.238281
	Iteration 13Q: 3 clusters Score -6368368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6368438.500000 Penalty: 5434.238281
	Iteration 14Q: 3 clusters Score -6368438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -6368488.000000 Penalty: 5434.238281
	Iteration 15Q: 3 clusters Score -6368488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -6368502.000000 Penalty: 5434.238281
	Iteration 16Q: 3 clusters Score -6368502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -6368523.000000 Penalty: 5434.238281
	Iteration 17Q: 3 clusters Score -6368523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -6368541.000000 Penalty: 5434.238281
	Iteration 18Q: 3 clusters Score -6368541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -6368550.000000 Penalty: 5434.238281
	Iteration 19Q: 3 clusters Score -6368550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -6368550.000000 Penalty: 5434.238281
	Iteration 20F: 3 clusters Score -6368550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -6368553.500000 Penalty: 5434.238281
	Iteration 21Q: 3 clusters Score -6368554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -6368553.500000 Penalty: 5434.238281
	Iteration 22F: 3 clusters Score -6368554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -251236.765625 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -251236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -248394.109375 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -248394.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -248909.187500 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -248909.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -249041.781250 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -249041.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -249115.750000 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -249115.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249159.796875 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -249159.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249196.765625 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -249196.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -249224.390625 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -249224.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249237.265625 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -249237.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -249248.125000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -249248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249259.328125 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -249259.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249268.500000 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -249268.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249278.203125 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -249278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249286.390625 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -249286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249295.390625 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -249295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249301.203125 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -249301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -249305.875000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -249305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -249310.046875 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -249310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -249312.078125 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -249312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -249314.937500 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -249314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -249318.718750 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -249318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -249320.375000 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -249320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -249320.875000 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -249320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -249321.890625 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -249321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -249322.609375 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -249322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -249323.468750 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -249323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -249324.500000 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -249324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -249326.078125 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -249326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249326.828125 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -249326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249326.828125 Penalty: 3842.593750
	Iteration 28F: 3 clusters Score -249326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -275081.312500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -275081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -272159.781250 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -272159.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -272697.281250 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272697.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -272832.906250 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272832.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -272907.281250 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272907.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -272950.750000 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272950.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -272987.500000 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272987.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -273019.062500 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -273019.1 nChanged 45
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: -273051.875000 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -273051.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -273079.375000 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -273079.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -273096.875000 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -273096.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -273110.718750 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -273110.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -273124.625000 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -273124.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -273144.750000 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273144.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -273163.781250 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273163.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -273189.875000 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273189.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -273216.031250 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -273252.843750 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273252.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -273282.062500 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273282.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -273316.375000 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273316.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -273344.812500 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273344.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -273381.281250 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273381.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -273405.468750 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -273405.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -273425.750000 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -273425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -273436.500000 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -273436.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -273451.843750 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -273451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -273464.625000 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -273464.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -273474.218750 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -273474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -273484.218750 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -273484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -273490.375000 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -273490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -273499.468750 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -273499.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -273506.437500 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -273506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -273510.843750 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -273510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -273517.312500 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -273517.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -273525.031250 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -273525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -273533.281250 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -273533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -273538.000000 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -273538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -273542.750000 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -273542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -273548.000000 Penalty: 3879.535156
	Iteration 37Q: 3 clusters Score -273548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -273554.718750 Penalty: 3879.535156
	Iteration 38Q: 3 clusters Score -273554.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273561.593750 Penalty: 3879.535156
	Iteration 39Q: 3 clusters Score -273561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -273566.625000 Penalty: 3879.535156
	Iteration 40F: 3 clusters Score -273566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273569.125000 Penalty: 3879.535156
	Iteration 41Q: 3 clusters Score -273569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273571.625000 Penalty: 3879.535156
	Iteration 42Q: 3 clusters Score -273571.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -273579.968750 Penalty: 3879.535156
	Iteration 43Q: 3 clusters Score -273580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -273590.531250 Penalty: 3879.535156
	Iteration 44Q: 3 clusters Score -273590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -273599.625000 Penalty: 3879.535156
	Iteration 45Q: 3 clusters Score -273599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273604.968750 Penalty: 3879.535156
	Iteration 46Q: 3 clusters Score -273605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -273608.843750 Penalty: 3879.535156
	Iteration 47Q: 3 clusters Score -273608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -273614.093750 Penalty: 3879.535156
	Iteration 48Q: 3 clusters Score -273614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -273621.062500 Penalty: 3879.535156
	Iteration 49Q: 3 clusters Score -273621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273625.656250 Penalty: 3879.535156
	Iteration 50Q: 3 clusters Score -273625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -273630.781250 Penalty: 3879.535156
	Iteration 51Q: 3 clusters Score -273630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -273631.937500 Penalty: 3879.535156
	Iteration 52Q: 3 clusters Score -273631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273632.843750 Penalty: 3879.535156
	Iteration 53Q: 3 clusters Score -273632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -273633.375000 Penalty: 3879.535156
	Iteration 54Q: 3 clusters Score -273633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273634.718750 Penalty: 3879.535156
	Iteration 55Q: 3 clusters Score -273634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -273637.406250 Penalty: 3879.535156
	Iteration 56Q: 3 clusters Score -273637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -273640.000000 Penalty: 3879.535156
	Iteration 57Q: 3 clusters Score -273640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -273642.875000 Penalty: 3879.535156
	Iteration 58Q: 3 clusters Score -273642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -273645.843750 Penalty: 3879.535156
	Iteration 59Q: 3 clusters Score -273645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273649.062500 Penalty: 3879.535156
	Iteration 60F: 3 clusters Score -273649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -273653.843750 Penalty: 3879.535156
	Iteration 61Q: 3 clusters Score -273653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -273658.750000 Penalty: 3879.535156
	Iteration 62Q: 3 clusters Score -273658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -273662.500000 Penalty: 3879.535156
	Iteration 63Q: 3 clusters Score -273662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -273665.625000 Penalty: 3879.535156
	Iteration 64Q: 3 clusters Score -273665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -273674.875000 Penalty: 3879.535156
	Iteration 65Q: 3 clusters Score -273674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -273685.843750 Penalty: 3879.535156
	Iteration 66Q: 3 clusters Score -273685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -273693.218750 Penalty: 3879.535156
	Iteration 67Q: 3 clusters Score -273693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -273697.281250 Penalty: 3879.535156
	Iteration 68Q: 3 clusters Score -273697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -273703.781250 Penalty: 3879.535156
	Iteration 69Q: 3 clusters Score -273703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -273712.343750 Penalty: 3879.535156
	Iteration 70Q: 3 clusters Score -273712.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -273716.218750 Penalty: 3879.535156
	Iteration 71Q: 3 clusters Score -273716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -273721.000000 Penalty: 3879.535156
	Iteration 72Q: 3 clusters Score -273721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -273727.437500 Penalty: 3879.535156
	Iteration 73Q: 3 clusters Score -273727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -273733.062500 Penalty: 3879.535156
	Iteration 74Q: 3 clusters Score -273733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -273737.593750 Penalty: 3879.535156
	Iteration 75Q: 3 clusters Score -273737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -273741.250000 Penalty: 3879.535156
	Iteration 76Q: 3 clusters Score -273741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -273744.625000 Penalty: 3879.535156
	Iteration 77Q: 3 clusters Score -273744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -273745.343750 Penalty: 3879.535156
	Iteration 78Q: 3 clusters Score -273745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -273745.593750 Penalty: 3879.535156
	Iteration 79Q: 3 clusters Score -273745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -273746.218750 Penalty: 3879.535156
	Iteration 80F: 3 clusters Score -273746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -273747.875000 Penalty: 3879.535156
	Iteration 81Q: 3 clusters Score -273747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -273751.187500 Penalty: 3879.535156
	Iteration 82Q: 3 clusters Score -273751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -273754.687500 Penalty: 3879.535156
	Iteration 83Q: 3 clusters Score -273754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -273757.000000 Penalty: 3879.535156
	Iteration 84Q: 3 clusters Score -273757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -273762.656250 Penalty: 3879.535156
	Iteration 85Q: 3 clusters Score -273762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -273765.125000 Penalty: 3879.535156
	Iteration 86Q: 3 clusters Score -273765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -273766.031250 Penalty: 3879.535156
	Iteration 87Q: 3 clusters Score -273766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -273766.781250 Penalty: 3879.535156
	Iteration 88Q: 3 clusters Score -273766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -273768.281250 Penalty: 3879.535156
	Iteration 89Q: 3 clusters Score -273768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -273768.843750 Penalty: 3879.535156
	Iteration 90Q: 3 clusters Score -273768.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -273768.843750 Penalty: 3879.535156
	Iteration 91F: 3 clusters Score -273768.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Entering Unmasked Estep 
Score: -3843924.500000 Penalty: 2591.029541
	Iteration 0F: 2 clusters Score -3843924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3820551.250000 Penalty: 5182.059082
	Iteration 0F: 3 clusters Score -3820551 nChanged 15691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3829177.250000 Penalty: 5182.059082
	Iteration 1F: 3 clusters Score -3829177 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3829987.000000 Penalty: 5182.059082
	Iteration 2F: 3 clusters Score -3829987 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3831052.750000 Penalty: 5182.059082
	Iteration 3F: 3 clusters Score -3831053 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3832556.000000 Penalty: 5182.059082
	Iteration 4F: 3 clusters Score -3832556 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3834633.000000 Penalty: 5182.059082
	Iteration 5F: 3 clusters Score -3834633 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3836871.750000 Penalty: 5182.059082
	Iteration 6F: 3 clusters Score -3836872 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3838809.750000 Penalty: 5182.059082
	Iteration 7F: 3 clusters Score -3838810 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3840168.500000 Penalty: 5182.059082
	Iteration 8Q: 3 clusters Score -3840168 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3840938.000000 Penalty: 5182.059082
	Iteration 9Q: 3 clusters Score -3840938 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3841328.250000 Penalty: 5182.059082
	Iteration 10Q: 3 clusters Score -3841328 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3841533.750000 Penalty: 5182.059082
	Iteration 11Q: 3 clusters Score -3841534 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3841627.250000 Penalty: 5182.059082
	Iteration 12Q: 3 clusters Score -3841627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3841717.750000 Penalty: 5182.059082
	Iteration 13Q: 3 clusters Score -3841718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3841760.000000 Penalty: 5182.059082
	Iteration 14Q: 3 clusters Score -3841760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3841803.250000 Penalty: 5182.059082
	Iteration 15Q: 3 clusters Score -3841803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3841835.250000 Penalty: 5182.059082
	Iteration 16Q: 3 clusters Score -3841835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3841852.250000 Penalty: 5182.059082
	Iteration 17Q: 3 clusters Score -3841852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -3841867.500000 Penalty: 5182.059082
	Iteration 18Q: 3 clusters Score -3841868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -3841877.250000 Penalty: 5182.059082
	Iteration 19Q: 3 clusters Score -3841877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3841882.000000 Penalty: 5182.059082
	Iteration 20F: 3 clusters Score -3841882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3841892.000000 Penalty: 5182.059082
	Iteration 21Q: 3 clusters Score -3841892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -3841901.750000 Penalty: 5182.059082
	Iteration 22Q: 3 clusters Score -3841902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3841912.250000 Penalty: 5182.059082
	Iteration 23Q: 3 clusters Score -3841912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3841918.750000 Penalty: 5182.059082
	Iteration 24Q: 3 clusters Score -3841919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3841919.500000 Penalty: 5182.059082
	Iteration 25Q: 3 clusters Score -3841920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3841924.250000 Penalty: 5182.059082
	Iteration 26Q: 3 clusters Score -3841924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3841928.500000 Penalty: 5182.059082
	Iteration 27Q: 3 clusters Score -3841928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -3841932.750000 Penalty: 5182.059082
	Iteration 28Q: 3 clusters Score -3841933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3841936.750000 Penalty: 5182.059082
	Iteration 29Q: 3 clusters Score -3841937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3841942.500000 Penalty: 5182.059082
	Iteration 30Q: 3 clusters Score -3841942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3841938.000000 Penalty: 5182.059082
	Iteration 31Q: 3 clusters Score -3841938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3841938.000000 Penalty: 5182.059082
	Iteration 32F: 3 clusters Score -3841938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Entering Unmasked Estep 
Score: -321432.093750 Penalty: 1973.379883
	Iteration 0F: 2 clusters Score -321432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -318239.656250 Penalty: 3946.759766
	Iteration 0F: 3 clusters Score -318239.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -318831.812500 Penalty: 3946.759766
	Iteration 1F: 3 clusters Score -318831.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -318997.875000 Penalty: 3946.759766
	Iteration 2F: 3 clusters Score -318997.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -319073.468750 Penalty: 3946.759766
	Iteration 3Q: 3 clusters Score -319073.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -319116.250000 Penalty: 3946.759766
	Iteration 4Q: 3 clusters Score -319116.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -319147.281250 Penalty: 3946.759766
	Iteration 5Q: 3 clusters Score -319147.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -319164.187500 Penalty: 3946.759766
	Iteration 6Q: 3 clusters Score -319164.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -319180.875000 Penalty: 3946.759766
	Iteration 7Q: 3 clusters Score -319180.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -319191.968750 Penalty: 3946.759766
	Iteration 8Q: 3 clusters Score -319192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -319204.250000 Penalty: 3946.759766
	Iteration 9Q: 3 clusters Score -319204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -319211.843750 Penalty: 3946.759766
	Iteration 10Q: 3 clusters Score -319211.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -319217.593750 Penalty: 3946.759766
	Iteration 11Q: 3 clusters Score -319217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -319221.125000 Penalty: 3946.759766
	Iteration 12Q: 3 clusters Score -319221.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -319228.031250 Penalty: 3946.759766
	Iteration 13Q: 3 clusters Score -319228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -319238.687500 Penalty: 3946.759766
	Iteration 14Q: 3 clusters Score -319238.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -319246.968750 Penalty: 3946.759766
	Iteration 15Q: 3 clusters Score -319247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -319257.000000 Penalty: 3946.759766
	Iteration 16Q: 3 clusters Score -319257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319261.937500 Penalty: 3946.759766
	Iteration 17Q: 3 clusters Score -319261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -319264.281250 Penalty: 3946.759766
	Iteration 18Q: 3 clusters Score -319264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -319266.593750 Penalty: 3946.759766
	Iteration 19Q: 3 clusters Score -319266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319270.625000 Penalty: 3946.759766
	Iteration 20F: 3 clusters Score -319270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319271.625000 Penalty: 3946.759766
	Iteration 21Q: 3 clusters Score -319271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319273.625000 Penalty: 3946.759766
	Iteration 22Q: 3 clusters Score -319273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -319275.781250 Penalty: 3946.759766
	Iteration 23Q: 3 clusters Score -319275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -319277.781250 Penalty: 3946.759766
	Iteration 24Q: 3 clusters Score -319277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -319279.531250 Penalty: 3946.759766
	Iteration 25Q: 3 clusters Score -319279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -319283.375000 Penalty: 3946.759766
	Iteration 26Q: 3 clusters Score -319283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -319284.625000 Penalty: 3946.759766
	Iteration 27Q: 3 clusters Score -319284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -319285.843750 Penalty: 3946.759766
	Iteration 28Q: 3 clusters Score -319285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -319286.718750 Penalty: 3946.759766
	Iteration 29Q: 3 clusters Score -319286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -319286.593750 Penalty: 3946.759766
	Iteration 30Q: 3 clusters Score -319286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -319286.593750 Penalty: 3946.759766
	Iteration 31F: 3 clusters Score -319286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -54952.312500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -54952.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53364.554688 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -53364.55 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53590.843750 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -53590.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53677.480469 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -53677.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53752.531250 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -53752.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53804.238281 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -53804.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53833.832031 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -53833.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53856.242188 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -53856.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53876.421875 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -53876.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53888.992188 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -53888.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53899.730469 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -53899.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53903.917969 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -53903.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53906.367188 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -53906.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53906.367188 Penalty: 3143.942627
	Iteration 12F: 3 clusters Score -53906.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -475423.843750 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -475423.8 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 2425 members 
Entering Unmasked Estep 
Score: -471111.343750 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -471111.3 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -472658.062500 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -472658.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -473389.343750 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -473389.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -473961.062500 Penalty: 4194.786133
	Iteration 3F: 3 clusters Score -473961.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -474320.562500 Penalty: 4194.786133
	Iteration 4F: 3 clusters Score -474320.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -474535.531250 Penalty: 4194.786133
	Iteration 5Q: 3 clusters Score -474535.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -474658.812500 Penalty: 4194.786133
	Iteration 6Q: 3 clusters Score -474658.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -474723.406250 Penalty: 4194.786133
	Iteration 7Q: 3 clusters Score -474723.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -474767.500000 Penalty: 4194.786133
	Iteration 8Q: 3 clusters Score -474767.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -474806.968750 Penalty: 4194.786133
	Iteration 9Q: 3 clusters Score -474807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -474846.281250 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -474846.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -474892.031250 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -474892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -474929.187500 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -474929.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -474962.468750 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -474962.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -474998.218750 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -474998.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -475036.312500 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -475036.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -475078.875000 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -475078.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -475132.062500 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -475132.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -475189.125000 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -475189.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -475232.437500 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -475232.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -475264.281250 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -475264.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -475291.468750 Penalty: 4194.786133
	Iteration 21Q: 3 clusters Score -475291.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -475322.531250 Penalty: 4194.786133
	Iteration 22Q: 3 clusters Score -475322.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -475346.375000 Penalty: 4194.786133
	Iteration 23Q: 3 clusters Score -475346.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -475370.125000 Penalty: 4194.786133
	Iteration 24Q: 3 clusters Score -475370.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -475393.093750 Penalty: 4194.786133
	Iteration 25Q: 3 clusters Score -475393.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -475413.156250 Penalty: 4194.786133
	Iteration 26Q: 3 clusters Score -475413.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -475426.406250 Penalty: 4194.786133
	Iteration 27Q: 3 clusters Score -475426.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -475437.000000 Penalty: 4194.786133
	Iteration 28Q: 3 clusters Score -475437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -475446.187500 Penalty: 4194.786133
	Iteration 29Q: 3 clusters Score -475446.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -475459.468750 Penalty: 4194.786133
	Iteration 30Q: 3 clusters Score -475459.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -475471.937500 Penalty: 4194.786133
	Iteration 31Q: 3 clusters Score -475471.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -475494.750000 Penalty: 4194.786133
	Iteration 32Q: 3 clusters Score -475494.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -475512.937500 Penalty: 4194.786133
	Iteration 33Q: 3 clusters Score -475512.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -475528.625000 Penalty: 4194.786133
	Iteration 34Q: 3 clusters Score -475528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -475541.250000 Penalty: 4194.786133
	Iteration 35Q: 3 clusters Score -475541.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -475551.281250 Penalty: 4194.786133
	Iteration 36Q: 3 clusters Score -475551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -475556.687500 Penalty: 4194.786133
	Iteration 37Q: 3 clusters Score -475556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -475559.468750 Penalty: 4194.786133
	Iteration 38Q: 3 clusters Score -475559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -475562.843750 Penalty: 4194.786133
	Iteration 39Q: 3 clusters Score -475562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -475566.218750 Penalty: 4194.786133
	Iteration 40F: 3 clusters Score -475566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -475568.468750 Penalty: 4194.786133
	Iteration 41Q: 3 clusters Score -475568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -475570.468750 Penalty: 4194.786133
	Iteration 42Q: 3 clusters Score -475570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -475571.218750 Penalty: 4194.786133
	Iteration 43Q: 3 clusters Score -475571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -475572.656250 Penalty: 4194.786133
	Iteration 44Q: 3 clusters Score -475572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -475574.687500 Penalty: 4194.786133
	Iteration 45Q: 3 clusters Score -475574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -475578.562500 Penalty: 4194.786133
	Iteration 46Q: 3 clusters Score -475578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -475582.093750 Penalty: 4194.786133
	Iteration 47Q: 3 clusters Score -475582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -475583.968750 Penalty: 4194.786133
	Iteration 48Q: 3 clusters Score -475584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -475584.843750 Penalty: 4194.786133
	Iteration 49Q: 3 clusters Score -475584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -475586.125000 Penalty: 4194.786133
	Iteration 50Q: 3 clusters Score -475586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -475586.187500 Penalty: 4194.786133
	Iteration 51Q: 3 clusters Score -475586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -475586.187500 Penalty: 4194.786133
	Iteration 52F: 3 clusters Score -475586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 1651 members 
Entering Unmasked Estep 
Score: -110908424.000000 Penalty: 147466.703125
Splitting cluster 29 changes total score from -110909904.000000 to -110908424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (8082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Entering Unmasked Estep 
Score: -938105.937500 Penalty: 2231.353760
	Iteration 0F: 2 clusters Score -938105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -931577.312500 Penalty: 4462.707520
	Iteration 0F: 3 clusters Score -931577.3 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -933311.437500 Penalty: 4462.707520
	Iteration 1F: 3 clusters Score -933311.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -933603.500000 Penalty: 4462.707520
	Iteration 2F: 3 clusters Score -933603.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -933829.750000 Penalty: 4462.707520
	Iteration 3F: 3 clusters Score -933829.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -933987.125000 Penalty: 4462.707520
	Iteration 4Q: 3 clusters Score -933987.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -934114.625000 Penalty: 4462.707520
	Iteration 5Q: 3 clusters Score -934114.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -934242.812500 Penalty: 4462.707520
	Iteration 6Q: 3 clusters Score -934242.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -934368.125000 Penalty: 4462.707520
	Iteration 7Q: 3 clusters Score -934368.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -934500.312500 Penalty: 4462.707520
	Iteration 8Q: 3 clusters Score -934500.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -934656.625000 Penalty: 4462.707520
	Iteration 9Q: 3 clusters Score -934656.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -934827.000000 Penalty: 4462.707520
	Iteration 10Q: 3 clusters Score -934827 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -935020.562500 Penalty: 4462.707520
	Iteration 11Q: 3 clusters Score -935020.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -935234.125000 Penalty: 4462.707520
	Iteration 12Q: 3 clusters Score -935234.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -935472.062500 Penalty: 4462.707520
	Iteration 13Q: 3 clusters Score -935472.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -935654.187500 Penalty: 4462.707520
	Iteration 14Q: 3 clusters Score -935654.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -935786.000000 Penalty: 4462.707520
	Iteration 15Q: 3 clusters Score -935786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -935892.687500 Penalty: 4462.707520
	Iteration 16Q: 3 clusters Score -935892.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -935964.625000 Penalty: 4462.707520
	Iteration 17Q: 3 clusters Score -935964.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -936022.812500 Penalty: 4462.707520
	Iteration 18Q: 3 clusters Score -936022.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -936070.562500 Penalty: 4462.707520
	Iteration 19Q: 3 clusters Score -936070.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -936101.875000 Penalty: 4462.707520
	Iteration 20F: 3 clusters Score -936101.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -936124.187500 Penalty: 4462.707520
	Iteration 21Q: 3 clusters Score -936124.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -936140.375000 Penalty: 4462.707520
	Iteration 22Q: 3 clusters Score -936140.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -936152.500000 Penalty: 4462.707520
	Iteration 23Q: 3 clusters Score -936152.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -936157.625000 Penalty: 4462.707520
	Iteration 24Q: 3 clusters Score -936157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -936162.437500 Penalty: 4462.707520
	Iteration 25Q: 3 clusters Score -936162.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -936166.375000 Penalty: 4462.707520
	Iteration 26Q: 3 clusters Score -936166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -936169.000000 Penalty: 4462.707520
	Iteration 27Q: 3 clusters Score -936169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -936168.625000 Penalty: 4462.707520
	Iteration 28Q: 3 clusters Score -936168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -936169.812500 Penalty: 4462.707520
	Iteration 29Q: 3 clusters Score -936169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -936170.125000 Penalty: 4462.707520
	Iteration 30Q: 3 clusters Score -936170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -936171.250000 Penalty: 4462.707520
	Iteration 31Q: 3 clusters Score -936171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -936174.625000 Penalty: 4462.707520
	Iteration 32Q: 3 clusters Score -936174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -936174.250000 Penalty: 4462.707520
	Iteration 33Q: 3 clusters Score -936174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -936175.750000 Penalty: 4462.707520
	Iteration 34Q: 3 clusters Score -936175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -936174.937500 Penalty: 4462.707520
	Iteration 35Q: 3 clusters Score -936174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -936174.937500 Penalty: 4462.707520
	Iteration 36F: 3 clusters Score -936174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47086.335938 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -47086.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45563.417969 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -45563.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46167.226562 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -46167.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46322.546875 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -46322.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46419.972656 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -46419.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46499.128906 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -46499.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46593.812500 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -46593.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46679.281250 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -46679.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46800.734375 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -46800.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46908.687500 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -46908.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46975.593750 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -46975.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47010.449219 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -47010.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47041.832031 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -47041.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47047.390625 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -47047.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47052.113281 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -47052.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47055.960938 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -47055.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47058.207031 Penalty: 3132.417725
	Iteration 15Q: 3 clusters Score -47058.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47092.480469 Penalty: 3132.417725
	Iteration 16Q: 3 clusters Score -47092.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47102.292969 Penalty: 3132.417725
	Iteration 17Q: 3 clusters Score -47102.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47102.292969 Penalty: 3132.417725
	Iteration 18F: 3 clusters Score -47102.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 163 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
Score: -110907992.000000 Penalty: 147466.703125
Splitting cluster 31 changes total score from -110909904.000000 to -110907992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -53886.933594 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -53886.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52342.257812 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -52342.26 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52697.601562 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -52697.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53042.632812 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -53042.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53630.093750 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -53630.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53941.117188 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -53941.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54175.472656 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -54175.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54519.718750 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -54519.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54714.085938 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -54714.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54800.832031 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -54800.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54847.445312 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -54847.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54925.925781 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -54925.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54925.925781 Penalty: 3176.993408
	Iteration 11F: 3 clusters Score -54925.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 458 members 
Entering Unmasked Estep 
Score: -110909072.000000 Penalty: 147466.703125
Splitting cluster 32 changes total score from -110909904.000000 to -110909072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -706738.250000 Penalty: 2171.579102
	Iteration 0F: 2 clusters Score -706738.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -701401.562500 Penalty: 4343.158203
	Iteration 0F: 3 clusters Score -701401.6 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -702831.250000 Penalty: 4343.158203
	Iteration 1F: 3 clusters Score -702831.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -703312.875000 Penalty: 4343.158203
	Iteration 2F: 3 clusters Score -703312.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -703876.437500 Penalty: 4343.158203
	Iteration 3F: 3 clusters Score -703876.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -704278.187500 Penalty: 4343.158203
	Iteration 4F: 3 clusters Score -704278.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -704639.562500 Penalty: 4343.158203
	Iteration 5F: 3 clusters Score -704639.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -704983.812500 Penalty: 4343.158203
	Iteration 6F: 3 clusters Score -704983.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -705288.625000 Penalty: 4343.158203
	Iteration 7Q: 3 clusters Score -705288.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -705521.250000 Penalty: 4343.158203
	Iteration 8Q: 3 clusters Score -705521.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -705680.437500 Penalty: 4343.158203
	Iteration 9Q: 3 clusters Score -705680.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -705791.062500 Penalty: 4343.158203
	Iteration 10Q: 3 clusters Score -705791.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -705880.875000 Penalty: 4343.158203
	Iteration 11Q: 3 clusters Score -705880.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -705947.375000 Penalty: 4343.158203
	Iteration 12Q: 3 clusters Score -705947.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -705998.687500 Penalty: 4343.158203
	Iteration 13Q: 3 clusters Score -705998.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -706047.937500 Penalty: 4343.158203
	Iteration 14Q: 3 clusters Score -706047.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -706077.062500 Penalty: 4343.158203
	Iteration 15Q: 3 clusters Score -706077.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -706093.875000 Penalty: 4343.158203
	Iteration 16Q: 3 clusters Score -706093.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -706103.125000 Penalty: 4343.158203
	Iteration 17Q: 3 clusters Score -706103.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -706112.500000 Penalty: 4343.158203
	Iteration 18Q: 3 clusters Score -706112.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -706126.937500 Penalty: 4343.158203
	Iteration 19Q: 3 clusters Score -706126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -706133.812500 Penalty: 4343.158203
	Iteration 20F: 3 clusters Score -706133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -706138.812500 Penalty: 4343.158203
	Iteration 21Q: 3 clusters Score -706138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -706142.937500 Penalty: 4343.158203
	Iteration 22Q: 3 clusters Score -706142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -706145.000000 Penalty: 4343.158203
	Iteration 23Q: 3 clusters Score -706145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -706148.562500 Penalty: 4343.158203
	Iteration 24Q: 3 clusters Score -706148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -706148.750000 Penalty: 4343.158203
	Iteration 25Q: 3 clusters Score -706148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -706150.187500 Penalty: 4343.158203
	Iteration 26Q: 3 clusters Score -706150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -706150.187500 Penalty: 4343.158203
	Iteration 27F: 3 clusters Score -706150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Entering Unmasked Estep 
Score: -805006.750000 Penalty: 2206.082031
	Iteration 0F: 2 clusters Score -805006.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -799020.937500 Penalty: 4412.164062
	Iteration 0F: 3 clusters Score -799020.9 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -800614.000000 Penalty: 4412.164062
	Iteration 1F: 3 clusters Score -800614 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -800849.937500 Penalty: 4412.164062
	Iteration 2F: 3 clusters Score -800849.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -801017.312500 Penalty: 4412.164062
	Iteration 3F: 3 clusters Score -801017.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -801128.375000 Penalty: 4412.164062
	Iteration 4Q: 3 clusters Score -801128.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -801228.625000 Penalty: 4412.164062
	Iteration 5Q: 3 clusters Score -801228.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -801323.187500 Penalty: 4412.164062
	Iteration 6Q: 3 clusters Score -801323.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -801420.312500 Penalty: 4412.164062
	Iteration 7Q: 3 clusters Score -801420.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -801516.750000 Penalty: 4412.164062
	Iteration 8Q: 3 clusters Score -801516.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -801621.750000 Penalty: 4412.164062
	Iteration 9Q: 3 clusters Score -801621.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -801745.125000 Penalty: 4412.164062
	Iteration 10Q: 3 clusters Score -801745.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -801906.125000 Penalty: 4412.164062
	Iteration 11Q: 3 clusters Score -801906.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -802121.187500 Penalty: 4412.164062
	Iteration 12Q: 3 clusters Score -802121.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -802438.312500 Penalty: 4412.164062
	Iteration 13Q: 3 clusters Score -802438.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -803017.437500 Penalty: 4412.164062
	Iteration 14F: 3 clusters Score -803017.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -803924.437500 Penalty: 4412.164062
	Iteration 15F: 3 clusters Score -803924.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -805029.687500 Penalty: 4412.164062
	Iteration 16F: 3 clusters Score -805029.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -805666.000000 Penalty: 4412.164062
	Iteration 17Q: 3 clusters Score -805666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -805813.500000 Penalty: 4412.164062
	Iteration 18Q: 3 clusters Score -805813.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -805848.750000 Penalty: 4412.164062
	Iteration 19Q: 3 clusters Score -805848.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -805860.812500 Penalty: 4412.164062
	Iteration 20F: 3 clusters Score -805860.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -805865.750000 Penalty: 4412.164062
	Iteration 21Q: 3 clusters Score -805865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -805868.937500 Penalty: 4412.164062
	Iteration 22Q: 3 clusters Score -805868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -805873.562500 Penalty: 4412.164062
	Iteration 23Q: 3 clusters Score -805873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -805874.875000 Penalty: 4412.164062
	Iteration 24Q: 3 clusters Score -805874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -805874.875000 Penalty: 4412.164062
	Iteration 25Q: 3 clusters Score -805874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -805875.562500 Penalty: 4412.164062
	Iteration 26Q: 3 clusters Score -805875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -805874.250000 Penalty: 4412.164062
	Iteration 27Q: 3 clusters Score -805874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -805876.312500 Penalty: 4412.164062
	Iteration 28Q: 3 clusters Score -805876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -805876.312500 Penalty: 4412.164062
	Iteration 29F: 3 clusters Score -805876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 4676 members 
Entering Unmasked Estep 
Score: -110909520.000000 Penalty: 147466.703125
Splitting cluster 34 changes total score from -110909904.000000 to -110909520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13004.039062 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11971.713867 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -11971.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12081.215820 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -12081.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12091.166992 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -12091.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12091.166992 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -12091.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -738758.937500 Penalty: 2183.472656
	Iteration 0F: 2 clusters Score -738758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -733244.812500 Penalty: 4366.945312
	Iteration 0F: 3 clusters Score -733244.8 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -734720.750000 Penalty: 4366.945312
	Iteration 1F: 3 clusters Score -734720.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -735025.750000 Penalty: 4366.945312
	Iteration 2F: 3 clusters Score -735025.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -735306.312500 Penalty: 4366.945312
	Iteration 3F: 3 clusters Score -735306.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -735678.937500 Penalty: 4366.945312
	Iteration 4F: 3 clusters Score -735678.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -736041.562500 Penalty: 4366.945312
	Iteration 5F: 3 clusters Score -736041.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -736391.625000 Penalty: 4366.945312
	Iteration 6F: 3 clusters Score -736391.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -736683.312500 Penalty: 4366.945312
	Iteration 7F: 3 clusters Score -736683.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -736931.000000 Penalty: 4366.945312
	Iteration 8Q: 3 clusters Score -736931 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -737168.687500 Penalty: 4366.945312
	Iteration 9Q: 3 clusters Score -737168.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -737371.687500 Penalty: 4366.945312
	Iteration 10Q: 3 clusters Score -737371.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -737546.625000 Penalty: 4366.945312
	Iteration 11Q: 3 clusters Score -737546.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -737649.250000 Penalty: 4366.945312
	Iteration 12Q: 3 clusters Score -737649.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -737718.687500 Penalty: 4366.945312
	Iteration 13Q: 3 clusters Score -737718.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -737757.437500 Penalty: 4366.945312
	Iteration 14Q: 3 clusters Score -737757.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -737781.312500 Penalty: 4366.945312
	Iteration 15Q: 3 clusters Score -737781.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -737793.812500 Penalty: 4366.945312
	Iteration 16Q: 3 clusters Score -737793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -737799.062500 Penalty: 4366.945312
	Iteration 17Q: 3 clusters Score -737799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -737800.312500 Penalty: 4366.945312
	Iteration 18Q: 3 clusters Score -737800.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -737802.000000 Penalty: 4366.945312
	Iteration 19Q: 3 clusters Score -737802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -737805.750000 Penalty: 4366.945312
	Iteration 20F: 3 clusters Score -737805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -737805.562500 Penalty: 4366.945312
	Iteration 21Q: 3 clusters Score -737805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -737810.437500 Penalty: 4366.945312
	Iteration 22Q: 3 clusters Score -737810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -737814.562500 Penalty: 4366.945312
	Iteration 23Q: 3 clusters Score -737814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -737819.500000 Penalty: 4366.945312
	Iteration 24Q: 3 clusters Score -737819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -737823.750000 Penalty: 4366.945312
	Iteration 25Q: 3 clusters Score -737823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -737827.062500 Penalty: 4366.945312
	Iteration 26Q: 3 clusters Score -737827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -737827.437500 Penalty: 4366.945312
	Iteration 27Q: 3 clusters Score -737827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -737829.812500 Penalty: 4366.945312
	Iteration 28Q: 3 clusters Score -737829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -737830.000000 Penalty: 4366.945312
	Iteration 29Q: 3 clusters Score -737830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -737832.687500 Penalty: 4366.945312
	Iteration 30Q: 3 clusters Score -737832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -737832.250000 Penalty: 4366.945312
	Iteration 31Q: 3 clusters Score -737832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -737833.437500 Penalty: 4366.945312
	Iteration 32Q: 3 clusters Score -737833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -737834.687500 Penalty: 4366.945312
	Iteration 33Q: 3 clusters Score -737834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -737834.687500 Penalty: 4366.945312
	Iteration 34F: 3 clusters Score -737834.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -49375.433594 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -49375.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47870.984375 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -47870.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48047.550781 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -48047.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48082.746094 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -48082.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48092.867188 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -48092.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48096.175781 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -48096.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48097.453125 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -48097.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48097.453125 Penalty: 3068.359619
	Iteration 6F: 3 clusters Score -48097.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -38511.906250 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -38511.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37155.878906 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -37155.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37418.441406 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -37418.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37546.785156 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -37546.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37622.171875 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -37622.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37713.160156 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -37713.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37827.062500 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -37827.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37926.023438 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -37926.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37981.515625 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -37981.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38018.023438 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -38018.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38034.226562 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -38034.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38054.144531 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -38054.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38083.957031 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -38083.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38097.757812 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -38097.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38110.808594 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -38110.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38131.113281 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -38131.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38143.210938 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -38143.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38153.968750 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -38153.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38159.027344 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -38159.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38165.277344 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -38165.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38165.277344 Penalty: 3006.482422
	Iteration 19F: 3 clusters Score -38165.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (18828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Entering Unmasked Estep 
Score: -2175223.750000 Penalty: 2441.088867
	Iteration 0F: 2 clusters Score -2175224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2161877.500000 Penalty: 4882.177734
	Iteration 0F: 3 clusters Score -2161878 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2166283.500000 Penalty: 4882.177734
	Iteration 1F: 3 clusters Score -2166284 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2166641.500000 Penalty: 4882.177734
	Iteration 2F: 3 clusters Score -2166642 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2166876.000000 Penalty: 4882.177734
	Iteration 3Q: 3 clusters Score -2166876 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2167109.000000 Penalty: 4882.177734
	Iteration 4Q: 3 clusters Score -2167109 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2167295.500000 Penalty: 4882.177734
	Iteration 5Q: 3 clusters Score -2167296 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2167478.000000 Penalty: 4882.177734
	Iteration 6Q: 3 clusters Score -2167478 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2167676.000000 Penalty: 4882.177734
	Iteration 7Q: 3 clusters Score -2167676 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2167869.250000 Penalty: 4882.177734
	Iteration 8Q: 3 clusters Score -2167869 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2168082.750000 Penalty: 4882.177734
	Iteration 9Q: 3 clusters Score -2168083 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2168266.750000 Penalty: 4882.177734
	Iteration 10Q: 3 clusters Score -2168267 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2168525.750000 Penalty: 4882.177734
	Iteration 11Q: 3 clusters Score -2168526 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2168839.750000 Penalty: 4882.177734
	Iteration 12Q: 3 clusters Score -2168840 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2169171.750000 Penalty: 4882.177734
	Iteration 13Q: 3 clusters Score -2169172 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2169571.000000 Penalty: 4882.177734
	Iteration 14Q: 3 clusters Score -2169571 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2169998.250000 Penalty: 4882.177734
	Iteration 15Q: 3 clusters Score -2169998 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2170413.750000 Penalty: 4882.177734
	Iteration 16Q: 3 clusters Score -2170414 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2170733.500000 Penalty: 4882.177734
	Iteration 17Q: 3 clusters Score -2170734 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2170963.000000 Penalty: 4882.177734
	Iteration 18Q: 3 clusters Score -2170963 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2171141.000000 Penalty: 4882.177734
	Iteration 19Q: 3 clusters Score -2171141 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2171279.250000 Penalty: 4882.177734
	Iteration 20F: 3 clusters Score -2171279 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2171397.750000 Penalty: 4882.177734
	Iteration 21Q: 3 clusters Score -2171398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2171501.250000 Penalty: 4882.177734
	Iteration 22Q: 3 clusters Score -2171501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2171590.500000 Penalty: 4882.177734
	Iteration 23Q: 3 clusters Score -2171590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2171692.500000 Penalty: 4882.177734
	Iteration 24Q: 3 clusters Score -2171692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2171801.750000 Penalty: 4882.177734
	Iteration 25Q: 3 clusters Score -2171802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2171920.500000 Penalty: 4882.177734
	Iteration 26Q: 3 clusters Score -2171920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2172043.500000 Penalty: 4882.177734
	Iteration 27Q: 3 clusters Score -2172044 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2172116.000000 Penalty: 4882.177734
	Iteration 28Q: 3 clusters Score -2172116 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2172190.750000 Penalty: 4882.177734
	Iteration 29Q: 3 clusters Score -2172191 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2172256.250000 Penalty: 4882.177734
	Iteration 30Q: 3 clusters Score -2172256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2172315.750000 Penalty: 4882.177734
	Iteration 31Q: 3 clusters Score -2172316 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2172367.750000 Penalty: 4882.177734
	Iteration 32Q: 3 clusters Score -2172368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2172405.750000 Penalty: 4882.177734
	Iteration 33Q: 3 clusters Score -2172406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2172432.000000 Penalty: 4882.177734
	Iteration 34Q: 3 clusters Score -2172432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2172449.000000 Penalty: 4882.177734
	Iteration 35Q: 3 clusters Score -2172449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2172474.500000 Penalty: 4882.177734
	Iteration 36Q: 3 clusters Score -2172474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2172497.750000 Penalty: 4882.177734
	Iteration 37Q: 3 clusters Score -2172498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2172529.250000 Penalty: 4882.177734
	Iteration 38Q: 3 clusters Score -2172529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2172551.500000 Penalty: 4882.177734
	Iteration 39Q: 3 clusters Score -2172552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2172573.250000 Penalty: 4882.177734
	Iteration 40F: 3 clusters Score -2172573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2172597.750000 Penalty: 4882.177734
	Iteration 41Q: 3 clusters Score -2172598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2172620.500000 Penalty: 4882.177734
	Iteration 42Q: 3 clusters Score -2172620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2172647.750000 Penalty: 4882.177734
	Iteration 43Q: 3 clusters Score -2172648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2172666.250000 Penalty: 4882.177734
	Iteration 44Q: 3 clusters Score -2172666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2172697.250000 Penalty: 4882.177734
	Iteration 45Q: 3 clusters Score -2172697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2172722.000000 Penalty: 4882.177734
	Iteration 46Q: 3 clusters Score -2172722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2172747.750000 Penalty: 4882.177734
	Iteration 47Q: 3 clusters Score -2172748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2172757.250000 Penalty: 4882.177734
	Iteration 48Q: 3 clusters Score -2172757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2172772.500000 Penalty: 4882.177734
	Iteration 49Q: 3 clusters Score -2172772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2172787.750000 Penalty: 4882.177734
	Iteration 50Q: 3 clusters Score -2172788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2172795.000000 Penalty: 4882.177734
	Iteration 51Q: 3 clusters Score -2172795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2172801.000000 Penalty: 4882.177734
	Iteration 52Q: 3 clusters Score -2172801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2172806.250000 Penalty: 4882.177734
	Iteration 53Q: 3 clusters Score -2172806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2172807.500000 Penalty: 4882.177734
	Iteration 54Q: 3 clusters Score -2172808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2172812.250000 Penalty: 4882.177734
	Iteration 55Q: 3 clusters Score -2172812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2172817.500000 Penalty: 4882.177734
	Iteration 56Q: 3 clusters Score -2172818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2172821.750000 Penalty: 4882.177734
	Iteration 57Q: 3 clusters Score -2172822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2172823.750000 Penalty: 4882.177734
	Iteration 58Q: 3 clusters Score -2172824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2172821.500000 Penalty: 4882.177734
	Iteration 59Q: 3 clusters Score -2172822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2172823.250000 Penalty: 4882.177734
	Iteration 60F: 3 clusters Score -2172823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2172824.500000 Penalty: 4882.177734
	Iteration 61Q: 3 clusters Score -2172824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2172824.500000 Penalty: 4882.177734
	Iteration 62Q: 3 clusters Score -2172824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2172824.750000 Penalty: 4882.177734
	Iteration 63Q: 3 clusters Score -2172825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2172828.000000 Penalty: 4882.177734
	Iteration 64Q: 3 clusters Score -2172828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2172825.750000 Penalty: 4882.177734
	Iteration 65Q: 3 clusters Score -2172826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2172827.500000 Penalty: 4882.177734
	Iteration 66Q: 3 clusters Score -2172828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2172828.500000 Penalty: 4882.177734
	Iteration 67Q: 3 clusters Score -2172828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2172827.000000 Penalty: 4882.177734
	Iteration 68Q: 3 clusters Score -2172827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2172828.000000 Penalty: 4882.177734
	Iteration 69Q: 3 clusters Score -2172828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2172830.000000 Penalty: 4882.177734
	Iteration 70Q: 3 clusters Score -2172830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2172831.250000 Penalty: 4882.177734
	Iteration 71Q: 3 clusters Score -2172831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2172832.750000 Penalty: 4882.177734
	Iteration 72Q: 3 clusters Score -2172833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2172831.500000 Penalty: 4882.177734
	Iteration 73Q: 3 clusters Score -2172832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2172832.250000 Penalty: 4882.177734
	Iteration 74Q: 3 clusters Score -2172832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2172833.250000 Penalty: 4882.177734
	Iteration 75Q: 3 clusters Score -2172833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2172842.750000 Penalty: 4882.177734
	Iteration 76Q: 3 clusters Score -2172843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2172846.000000 Penalty: 4882.177734
	Iteration 77Q: 3 clusters Score -2172846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2172849.750000 Penalty: 4882.177734
	Iteration 78Q: 3 clusters Score -2172850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2172854.500000 Penalty: 4882.177734
	Iteration 79Q: 3 clusters Score -2172854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2172857.500000 Penalty: 4882.177734
	Iteration 80F: 3 clusters Score -2172858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2172857.000000 Penalty: 4882.177734
	Iteration 81Q: 3 clusters Score -2172857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2172859.750000 Penalty: 4882.177734
	Iteration 82Q: 3 clusters Score -2172860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2172860.250000 Penalty: 4882.177734
	Iteration 83Q: 3 clusters Score -2172860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2172868.250000 Penalty: 4882.177734
	Iteration 84Q: 3 clusters Score -2172868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2172876.000000 Penalty: 4882.177734
	Iteration 85Q: 3 clusters Score -2172876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2172881.500000 Penalty: 4882.177734
	Iteration 86Q: 3 clusters Score -2172882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2172882.000000 Penalty: 4882.177734
	Iteration 87Q: 3 clusters Score -2172882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2172888.250000 Penalty: 4882.177734
	Iteration 88Q: 3 clusters Score -2172888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2172893.000000 Penalty: 4882.177734
	Iteration 89Q: 3 clusters Score -2172893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2172897.750000 Penalty: 4882.177734
	Iteration 90Q: 3 clusters Score -2172898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2172903.000000 Penalty: 4882.177734
	Iteration 91Q: 3 clusters Score -2172903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2172906.750000 Penalty: 4882.177734
	Iteration 92Q: 3 clusters Score -2172907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2172910.250000 Penalty: 4882.177734
	Iteration 93Q: 3 clusters Score -2172910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2172915.250000 Penalty: 4882.177734
	Iteration 94Q: 3 clusters Score -2172915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2172916.000000 Penalty: 4882.177734
	Iteration 95Q: 3 clusters Score -2172916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2172921.500000 Penalty: 4882.177734
	Iteration 96Q: 3 clusters Score -2172922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2172921.750000 Penalty: 4882.177734
	Iteration 97Q: 3 clusters Score -2172922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2172921.250000 Penalty: 4882.177734
	Iteration 98Q: 3 clusters Score -2172921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2172924.250000 Penalty: 4882.177734
	Iteration 99Q: 3 clusters Score -2172924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2172924.000000 Penalty: 4882.177734
	Iteration 100F: 3 clusters Score -2172924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2172925.500000 Penalty: 4882.177734
	Iteration 101Q: 3 clusters Score -2172926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2172926.000000 Penalty: 4882.177734
	Iteration 102Q: 3 clusters Score -2172926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2172930.250000 Penalty: 4882.177734
	Iteration 103Q: 3 clusters Score -2172930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2172929.500000 Penalty: 4882.177734
	Iteration 104Q: 3 clusters Score -2172930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2172927.000000 Penalty: 4882.177734
	Iteration 105Q: 3 clusters Score -2172927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2172932.250000 Penalty: 4882.177734
	Iteration 106Q: 3 clusters Score -2172932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2172932.250000 Penalty: 4882.177734
	Iteration 107Q: 3 clusters Score -2172932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2172935.000000 Penalty: 4882.177734
	Iteration 108Q: 3 clusters Score -2172935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2172935.000000 Penalty: 4882.177734
	Iteration 109Q: 3 clusters Score -2172935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2172935.000000 Penalty: 4882.177734
	Iteration 110Q: 3 clusters Score -2172935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2172932.750000 Penalty: 4882.177734
	Iteration 111Q: 3 clusters Score -2172933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2172939.250000 Penalty: 4882.177734
	Iteration 112Q: 3 clusters Score -2172939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2172938.000000 Penalty: 4882.177734
	Iteration 113Q: 3 clusters Score -2172938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2172938.000000 Penalty: 4882.177734
	Iteration 114F: 3 clusters Score -2172938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (344564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344564 members 
Entering Unmasked Estep 
Score: -38756192.000000 Penalty: 3162.008789
	Iteration 0F: 2 clusters Score -3.875619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 172250 members 
Entering Unmasked Estep 
Score: -38557988.000000 Penalty: 6324.017578
	Iteration 0F: 3 clusters Score -3.855799e+07 nChanged 167431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -38656492.000000 Penalty: 6324.017578
	Iteration 1F: 3 clusters Score -3.865649e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174182 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -38657480.000000 Penalty: 6324.017578
	Iteration 2Q: 3 clusters Score -3.865748e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -38658384.000000 Penalty: 6324.017578
	Iteration 3Q: 3 clusters Score -3.865838e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 166953 members 
Entering Unmasked Estep 
Score: -38659524.000000 Penalty: 6324.017578
	Iteration 4Q: 3 clusters Score -3.865952e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180998 members 
Mstep: Class 2 contains 163566 members 
Entering Unmasked Estep 
Score: -38661404.000000 Penalty: 6324.017578
	Iteration 5Q: 3 clusters Score -3.86614e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186440 members 
Mstep: Class 2 contains 158124 members 
Entering Unmasked Estep 
Score: -38664140.000000 Penalty: 6324.017578
	Iteration 6Q: 3 clusters Score -3.866414e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194684 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -38668152.000000 Penalty: 6324.017578
	Iteration 7Q: 3 clusters Score -3.866815e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206682 members 
Mstep: Class 2 contains 137882 members 
Entering Unmasked Estep 
Score: -38674528.000000 Penalty: 6324.017578
	Iteration 8Q: 3 clusters Score -3.867453e+07 nChanged 18697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223211 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -38685612.000000 Penalty: 6324.017578
	Iteration 9F: 3 clusters Score -3.868561e+07 nChanged 22569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244292 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -38702568.000000 Penalty: 6324.017578
	Iteration 10F: 3 clusters Score -3.870257e+07 nChanged 24234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267442 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -38722992.000000 Penalty: 6324.017578
	Iteration 11F: 3 clusters Score -3.872299e+07 nChanged 21687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288401 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -38741092.000000 Penalty: 6324.017578
	Iteration 12F: 3 clusters Score -3.874109e+07 nChanged 17327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305384 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -38750524.000000 Penalty: 6324.017578
	Iteration 13F: 3 clusters Score -3.875052e+07 nChanged 13708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318928 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -38753832.000000 Penalty: 6324.017578
	Iteration 14Q: 3 clusters Score -3.875383e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328765 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -38754480.000000 Penalty: 6324.017578
	Iteration 15Q: 3 clusters Score -3.875448e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335241 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -38754120.000000 Penalty: 6324.017578
	Iteration 16Q: 3 clusters Score -3.875412e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339297 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -38753852.000000 Penalty: 6324.017578
	Iteration 17Q: 3 clusters Score -3.875385e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341645 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -38753724.000000 Penalty: 6324.017578
	Iteration 18Q: 3 clusters Score -3.875372e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342894 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -38753572.000000 Penalty: 6324.017578
	Iteration 19Q: 3 clusters Score -3.875357e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343519 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -38753592.000000 Penalty: 6324.017578
	Iteration 20F: 3 clusters Score -3.875359e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -38753528.000000 Penalty: 6324.017578
	Iteration 21Q: 3 clusters Score -3.875353e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343969 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -38753572.000000 Penalty: 6324.017578
	Iteration 22Q: 3 clusters Score -3.875357e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344047 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -38753584.000000 Penalty: 6324.017578
	Iteration 23Q: 3 clusters Score -3.875358e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344090 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38753616.000000 Penalty: 6324.017578
	Iteration 24Q: 3 clusters Score -3.875362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344118 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38753660.000000 Penalty: 6324.017578
	Iteration 25Q: 3 clusters Score -3.875366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344139 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -38753688.000000 Penalty: 6324.017578
	Iteration 26Q: 3 clusters Score -3.875369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344147 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38753696.000000 Penalty: 6324.017578
	Iteration 27Q: 3 clusters Score -3.87537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344159 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38753704.000000 Penalty: 6324.017578
	Iteration 28Q: 3 clusters Score -3.87537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344162 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38753704.000000 Penalty: 6324.017578
	Iteration 29Q: 3 clusters Score -3.87537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344167 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38753732.000000 Penalty: 6324.017578
	Iteration 30Q: 3 clusters Score -3.875373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344169 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38753736.000000 Penalty: 6324.017578
	Iteration 31Q: 3 clusters Score -3.875374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38753732.000000 Penalty: 6324.017578
	Iteration 32Q: 3 clusters Score -3.875373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38753732.000000 Penalty: 6324.017578
	Iteration 33Q: 3 clusters Score -3.875373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344176 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38753732.000000 Penalty: 6324.017578
	Iteration 34Q: 3 clusters Score -3.875373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344176 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38753732.000000 Penalty: 6324.017578
	Iteration 35F: 3 clusters Score -3.875373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34504.710938 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34504.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33178.847656 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33178.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33482.843750 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33482.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33635.457031 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -33635.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33721.101562 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -33721.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33771.878906 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33771.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33787.718750 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33787.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33802.199219 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -33802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33808.519531 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -33808.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33810.812500 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -33810.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33816.242188 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -33816.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33816.242188 Penalty: 2961.745850
	Iteration 10F: 3 clusters Score -33816.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44280.820312 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44280.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42790.601562 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -42790.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43004.718750 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -43004.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43063.425781 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -43063.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43096.421875 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43096.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43106.484375 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43106.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43121.851562 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43121.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43136.925781 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43136.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43159.238281 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -43159.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43176.507812 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -43176.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43177.804688 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -43177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43181.042969 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -43181.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43181.042969 Penalty: 3044.312744
	Iteration 11F: 3 clusters Score -43181.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 103403 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57304 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8082 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6663 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18828 members 
Mstep: Class 40 contains 344564 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909824.000000 Penalty: 144037.250000
Iteration 159Q: 43 clusters Score -1.109098e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42046 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5288 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10399 members 
Mstep: Class 9 contains 29537 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 11 contains 40253 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7755 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 49223 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57260 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2868 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8092 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18830 members 
Mstep: Class 40 contains 344584 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909832.000000 Penalty: 144037.250000
Iteration 160F: 43 clusters Score -1.109098e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42048 members 
Mstep: Class 3 contains 23195 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 29539 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7756 members 
Mstep: Class 15 contains 103373 members 
Mstep: Class 16 contains 49226 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57220 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8105 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18834 members 
Mstep: Class 40 contains 344615 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909984.000000 Penalty: 144037.250000
Iteration 161Q: 43 clusters Score -1.1091e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42054 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 29546 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7756 members 
Mstep: Class 15 contains 103350 members 
Mstep: Class 16 contains 49230 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57179 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2885 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18832 members 
Mstep: Class 40 contains 344646 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909960.000000 Penalty: 144037.250000
Iteration 162Q: 43 clusters Score -1.1091e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42062 members 
Mstep: Class 3 contains 23192 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 10394 members 
Mstep: Class 9 contains 29553 members 
Mstep: Class 10 contains 40448 members 
Mstep: Class 11 contains 40250 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7755 members 
Mstep: Class 15 contains 103329 members 
Mstep: Class 16 contains 49232 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57153 members 
Mstep: Class 24 contains 2328 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18833 members 
Mstep: Class 40 contains 344664 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909984.000000 Penalty: 144037.250000
Iteration 163Q: 43 clusters Score -1.1091e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42070 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10392 members 
Mstep: Class 9 contains 29554 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7756 members 
Mstep: Class 15 contains 103317 members 
Mstep: Class 16 contains 49233 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57134 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2896 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8129 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18835 members 
Mstep: Class 40 contains 344669 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910080.000000 Penalty: 144037.250000
Iteration 164Q: 43 clusters Score -1.109101e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42083 members 
Mstep: Class 3 contains 23191 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 29556 members 
Mstep: Class 10 contains 40446 members 
Mstep: Class 11 contains 40250 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7759 members 
Mstep: Class 15 contains 103302 members 
Mstep: Class 16 contains 49232 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57113 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2899 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8138 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18839 members 
Mstep: Class 40 contains 344675 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910128.000000 Penalty: 144037.250000
Iteration 165Q: 43 clusters Score -1.109101e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42098 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10389 members 
Mstep: Class 9 contains 29559 members 
Mstep: Class 10 contains 40446 members 
Mstep: Class 11 contains 40250 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7760 members 
Mstep: Class 15 contains 103286 members 
Mstep: Class 16 contains 49233 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57095 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2903 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8145 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18846 members 
Mstep: Class 40 contains 344675 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910224.000000 Penalty: 144037.250000
Iteration 166Q: 43 clusters Score -1.109102e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42110 members 
Mstep: Class 3 contains 23188 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10388 members 
Mstep: Class 9 contains 29560 members 
Mstep: Class 10 contains 40448 members 
Mstep: Class 11 contains 40252 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7763 members 
Mstep: Class 15 contains 103273 members 
Mstep: Class 16 contains 49234 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57074 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2906 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8150 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18855 members 
Mstep: Class 40 contains 344673 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910224.000000 Penalty: 144037.250000
Iteration 167Q: 43 clusters Score -1.109102e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42121 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 29562 members 
Mstep: Class 10 contains 40447 members 
Mstep: Class 11 contains 40255 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103252 members 
Mstep: Class 16 contains 49234 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57046 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2909 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8155 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18862 members 
Mstep: Class 40 contains 344694 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910128.000000 Penalty: 144037.250000
Iteration 168Q: 43 clusters Score -1.109101e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42127 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 29564 members 
Mstep: Class 10 contains 40445 members 
Mstep: Class 11 contains 40256 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103235 members 
Mstep: Class 16 contains 49233 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 57016 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2912 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8162 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6666 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18863 members 
Mstep: Class 40 contains 344723 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910136.000000 Penalty: 144037.250000
Iteration 169Q: 43 clusters Score -1.109101e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 23188 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 29562 members 
Mstep: Class 10 contains 40446 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103224 members 
Mstep: Class 16 contains 49233 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56992 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8168 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6666 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18859 members 
Mstep: Class 40 contains 344742 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910272.000000 Penalty: 144037.250000
Iteration 170Q: 43 clusters Score -1.109103e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42137 members 
Mstep: Class 3 contains 23191 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 29566 members 
Mstep: Class 10 contains 40447 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103214 members 
Mstep: Class 16 contains 49233 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56973 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6667 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18855 members 
Mstep: Class 40 contains 344750 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910200.000000 Penalty: 144037.250000
Iteration 171Q: 43 clusters Score -1.109102e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 42140 members 
Mstep: Class 3 contains 23192 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 29568 members 
Mstep: Class 10 contains 40445 members 
Mstep: Class 11 contains 40258 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103207 members 
Mstep: Class 16 contains 49236 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56961 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2930 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8184 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18850 members 
Mstep: Class 40 contains 344752 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910320.000000 Penalty: 144037.250000
Iteration 172Q: 43 clusters Score -1.109103e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42140 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 29568 members 
Mstep: Class 10 contains 40446 members 
Mstep: Class 11 contains 40257 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103204 members 
Mstep: Class 16 contains 49239 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56952 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2934 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8194 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18853 members 
Mstep: Class 40 contains 344741 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910408.000000 Penalty: 144037.250000
Iteration 173Q: 43 clusters Score -1.109104e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42142 members 
Mstep: Class 3 contains 23192 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 29573 members 
Mstep: Class 10 contains 40448 members 
Mstep: Class 11 contains 40257 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103195 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56943 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18856 members 
Mstep: Class 40 contains 344728 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910536.000000 Penalty: 144037.250000
Iteration 174Q: 43 clusters Score -1.109105e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42146 members 
Mstep: Class 3 contains 23194 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 29575 members 
Mstep: Class 10 contains 40451 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103191 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56931 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8215 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18853 members 
Mstep: Class 40 contains 344725 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910528.000000 Penalty: 144037.250000
Iteration 175Q: 43 clusters Score -1.109105e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42153 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 29584 members 
Mstep: Class 10 contains 40452 members 
Mstep: Class 11 contains 40260 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103182 members 
Mstep: Class 16 contains 49244 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56916 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8224 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18852 members 
Mstep: Class 40 contains 344714 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910480.000000 Penalty: 144037.250000
Iteration 176Q: 43 clusters Score -1.109105e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 42155 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 40452 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103169 members 
Mstep: Class 16 contains 49243 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56901 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8233 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18856 members 
Mstep: Class 40 contains 344720 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910360.000000 Penalty: 144037.250000
Iteration 177Q: 43 clusters Score -1.109104e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 42157 members 
Mstep: Class 3 contains 23194 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 29586 members 
Mstep: Class 10 contains 40452 members 
Mstep: Class 11 contains 40265 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103163 members 
Mstep: Class 16 contains 49242 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15043 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56890 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2957 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8243 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18855 members 
Mstep: Class 40 contains 344717 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910392.000000 Penalty: 144037.250000
Iteration 178Q: 43 clusters Score -1.109104e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 42157 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 29587 members 
Mstep: Class 10 contains 40453 members 
Mstep: Class 11 contains 40268 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103156 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15043 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56882 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8253 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18859 members 
Mstep: Class 40 contains 344713 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910424.000000 Penalty: 144037.250000
Iteration 179Q: 43 clusters Score -1.109104e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 42157 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 29588 members 
Mstep: Class 10 contains 40455 members 
Mstep: Class 11 contains 40271 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103149 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15043 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56871 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18859 members 
Mstep: Class 40 contains 344715 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910424.000000 Penalty: 144037.250000
Iteration 180F: 43 clusters Score -1.109104e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 42157 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5278 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 29587 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 40273 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103146 members 
Mstep: Class 16 contains 49239 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15043 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56861 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8270 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18862 members 
Mstep: Class 40 contains 344720 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910504.000000 Penalty: 144037.250000
Iteration 181Q: 43 clusters Score -1.109105e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 42157 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 40454 members 
Mstep: Class 11 contains 40275 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103140 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15043 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56851 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2965 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18863 members 
Mstep: Class 40 contains 344726 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910568.000000 Penalty: 144037.250000
Iteration 182Q: 43 clusters Score -1.109106e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 29581 members 
Mstep: Class 10 contains 40455 members 
Mstep: Class 11 contains 40274 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103134 members 
Mstep: Class 16 contains 49242 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15044 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56843 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2966 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6669 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18864 members 
Mstep: Class 40 contains 344728 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910584.000000 Penalty: 144037.250000
Iteration 183Q: 43 clusters Score -1.109106e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 42159 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 29582 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 40273 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103119 members 
Mstep: Class 16 contains 49239 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15044 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56832 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8301 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6670 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18862 members 
Mstep: Class 40 contains 344752 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910584.000000 Penalty: 144037.250000
Iteration 184Q: 43 clusters Score -1.109106e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 42161 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 40454 members 
Mstep: Class 11 contains 40272 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103109 members 
Mstep: Class 16 contains 49237 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15045 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56813 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18863 members 
Mstep: Class 40 contains 344776 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910512.000000 Penalty: 144037.250000
Iteration 185Q: 43 clusters Score -1.109105e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42162 members 
Mstep: Class 3 contains 23201 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 40453 members 
Mstep: Class 11 contains 40270 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103097 members 
Mstep: Class 16 contains 49237 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15045 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56796 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18863 members 
Mstep: Class 40 contains 344801 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910456.000000 Penalty: 144037.250000
Iteration 186Q: 43 clusters Score -1.109105e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42164 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 29586 members 
Mstep: Class 10 contains 40454 members 
Mstep: Class 11 contains 40271 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 103090 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56785 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8303 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18864 members 
Mstep: Class 40 contains 344814 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910448.000000 Penalty: 144037.250000
Iteration 187Q: 43 clusters Score -1.109104e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42166 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10362 members 
Mstep: Class 9 contains 29587 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 40274 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103081 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56781 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18865 members 
Mstep: Class 40 contains 344817 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910424.000000 Penalty: 144037.250000
Iteration 188Q: 43 clusters Score -1.109104e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42169 members 
Mstep: Class 3 contains 23201 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29588 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 40276 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 103073 members 
Mstep: Class 16 contains 49237 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56777 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18867 members 
Mstep: Class 40 contains 344820 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910416.000000 Penalty: 144037.250000
Iteration 189Q: 43 clusters Score -1.109104e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42170 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29588 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7763 members 
Mstep: Class 15 contains 103064 members 
Mstep: Class 16 contains 49236 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56772 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18868 members 
Mstep: Class 40 contains 344833 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910440.000000 Penalty: 144037.250000
Iteration 190Q: 43 clusters Score -1.109104e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42170 members 
Mstep: Class 3 contains 23201 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29589 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103059 members 
Mstep: Class 16 contains 49236 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56771 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18870 members 
Mstep: Class 40 contains 344837 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910432.000000 Penalty: 144037.250000
Iteration 191Q: 43 clusters Score -1.109104e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42170 members 
Mstep: Class 3 contains 23201 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29589 members 
Mstep: Class 10 contains 40455 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103049 members 
Mstep: Class 16 contains 49237 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56775 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18873 members 
Mstep: Class 40 contains 344846 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910440.000000 Penalty: 144037.250000
Iteration 192Q: 43 clusters Score -1.109104e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42170 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29589 members 
Mstep: Class 10 contains 40454 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103041 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56780 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18874 members 
Mstep: Class 40 contains 344860 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910480.000000 Penalty: 144037.250000
Iteration 193Q: 43 clusters Score -1.109105e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42171 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29589 members 
Mstep: Class 10 contains 40452 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103031 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15047 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56780 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344877 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910448.000000 Penalty: 144037.250000
Iteration 194Q: 43 clusters Score -1.109104e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42171 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29590 members 
Mstep: Class 10 contains 40452 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103028 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15047 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56783 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344883 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910528.000000 Penalty: 144037.250000
Iteration 195Q: 43 clusters Score -1.109105e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42171 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29590 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103025 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15050 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56784 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344892 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910528.000000 Penalty: 144037.250000
Iteration 196Q: 43 clusters Score -1.109105e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42171 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5223 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29589 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103015 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56776 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344913 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910544.000000 Penalty: 144037.250000
Iteration 197Q: 43 clusters Score -1.109105e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42172 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29591 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 103006 members 
Mstep: Class 16 contains 49239 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56769 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344932 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910560.000000 Penalty: 144037.250000
Iteration 198Q: 43 clusters Score -1.109106e+08 nChanged 29
Entering ConstructFrom: 
Score: -110910560.000000 Penalty: 144037.250000
Entering ConstructFrom: 
Trying to split cluster 1 (111077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111077 members 
Entering Unmasked Estep 
Score: -12563172.000000 Penalty: 2881.258789
	Iteration 0F: 2 clusters Score -1.256317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -12489035.000000 Penalty: 5762.517578
	Iteration 0F: 3 clusters Score -1.248904e+07 nChanged 52647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -12518994.000000 Penalty: 5762.517578
	Iteration 1F: 3 clusters Score -1.251899e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -12520303.000000 Penalty: 5762.517578
	Iteration 2Q: 3 clusters Score -1.25203e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -12522386.000000 Penalty: 5762.517578
	Iteration 3Q: 3 clusters Score -1.252239e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -12525634.000000 Penalty: 5762.517578
	Iteration 4F: 3 clusters Score -1.252563e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -12531365.000000 Penalty: 5762.517578
	Iteration 5F: 3 clusters Score -1.253136e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -12539522.000000 Penalty: 5762.517578
	Iteration 6F: 3 clusters Score -1.253952e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -12547879.000000 Penalty: 5762.517578
	Iteration 7F: 3 clusters Score -1.254788e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -12553823.000000 Penalty: 5762.517578
	Iteration 8F: 3 clusters Score -1.255382e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -12557196.000000 Penalty: 5762.517578
	Iteration 9Q: 3 clusters Score -1.25572e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -12558978.000000 Penalty: 5762.517578
	Iteration 10Q: 3 clusters Score -1.255898e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -12559919.000000 Penalty: 5762.517578
	Iteration 11Q: 3 clusters Score -1.255992e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 110261 members 
Entering Unmasked Estep 
Score: -12560292.000000 Penalty: 5762.517578
	Iteration 12Q: 3 clusters Score -1.256029e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -12560394.000000 Penalty: 5762.517578
	Iteration 13Q: 3 clusters Score -1.256039e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -12560494.000000 Penalty: 5762.517578
	Iteration 14Q: 3 clusters Score -1.256049e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -12560537.000000 Penalty: 5762.517578
	Iteration 15Q: 3 clusters Score -1.256054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -12560573.000000 Penalty: 5762.517578
	Iteration 16Q: 3 clusters Score -1.256057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -12560603.000000 Penalty: 5762.517578
	Iteration 17Q: 3 clusters Score -1.25606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -12560606.000000 Penalty: 5762.517578
	Iteration 18Q: 3 clusters Score -1.256061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -12560624.000000 Penalty: 5762.517578
	Iteration 19Q: 3 clusters Score -1.256062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -12560636.000000 Penalty: 5762.517578
	Iteration 20F: 3 clusters Score -1.256064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -12560644.000000 Penalty: 5762.517578
	Iteration 21Q: 3 clusters Score -1.256064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -12560643.000000 Penalty: 5762.517578
	Iteration 22Q: 3 clusters Score -1.256064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -12560660.000000 Penalty: 5762.517578
	Iteration 23Q: 3 clusters Score -1.256066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -12560658.000000 Penalty: 5762.517578
	Iteration 24Q: 3 clusters Score -1.256066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -12560658.000000 Penalty: 5762.517578
	Iteration 25F: 3 clusters Score -1.256066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Entering Unmasked Estep 
Score: -4780732.000000 Penalty: 2641.084717
	Iteration 0F: 2 clusters Score -4780732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -4752086.000000 Penalty: 5282.169434
	Iteration 0F: 3 clusters Score -4752086 nChanged 19404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4762780.000000 Penalty: 5282.169434
	Iteration 1F: 3 clusters Score -4762780 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4763295.500000 Penalty: 5282.169434
	Iteration 2Q: 3 clusters Score -4763296 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4763902.500000 Penalty: 5282.169434
	Iteration 3Q: 3 clusters Score -4763902 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4764701.500000 Penalty: 5282.169434
	Iteration 4Q: 3 clusters Score -4764702 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4765792.500000 Penalty: 5282.169434
	Iteration 5F: 3 clusters Score -4765792 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4767358.000000 Penalty: 5282.169434
	Iteration 6F: 3 clusters Score -4767358 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4769407.500000 Penalty: 5282.169434
	Iteration 7F: 3 clusters Score -4769408 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4771750.000000 Penalty: 5282.169434
	Iteration 8F: 3 clusters Score -4771750 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4773966.500000 Penalty: 5282.169434
	Iteration 9F: 3 clusters Score -4773966 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -4775800.000000 Penalty: 5282.169434
	Iteration 10F: 3 clusters Score -4775800 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4777032.500000 Penalty: 5282.169434
	Iteration 11Q: 3 clusters Score -4777032 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4777747.500000 Penalty: 5282.169434
	Iteration 12Q: 3 clusters Score -4777748 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4778247.500000 Penalty: 5282.169434
	Iteration 13Q: 3 clusters Score -4778248 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4778596.500000 Penalty: 5282.169434
	Iteration 14Q: 3 clusters Score -4778596 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4778901.500000 Penalty: 5282.169434
	Iteration 15Q: 3 clusters Score -4778902 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4779153.500000 Penalty: 5282.169434
	Iteration 16Q: 3 clusters Score -4779154 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4779326.500000 Penalty: 5282.169434
	Iteration 17Q: 3 clusters Score -4779326 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4779474.000000 Penalty: 5282.169434
	Iteration 18Q: 3 clusters Score -4779474 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4779589.000000 Penalty: 5282.169434
	Iteration 19Q: 3 clusters Score -4779589 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -4779688.500000 Penalty: 5282.169434
	Iteration 20F: 3 clusters Score -4779688 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4779744.000000 Penalty: 5282.169434
	Iteration 21Q: 3 clusters Score -4779744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4779778.500000 Penalty: 5282.169434
	Iteration 22Q: 3 clusters Score -4779778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4779786.500000 Penalty: 5282.169434
	Iteration 23Q: 3 clusters Score -4779786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4779786.500000 Penalty: 5282.169434
	Iteration 24Q: 3 clusters Score -4779786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4779807.500000 Penalty: 5282.169434
	Iteration 25Q: 3 clusters Score -4779808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4779804.000000 Penalty: 5282.169434
	Iteration 26Q: 3 clusters Score -4779804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4779821.500000 Penalty: 5282.169434
	Iteration 27Q: 3 clusters Score -4779822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4779825.500000 Penalty: 5282.169434
	Iteration 28Q: 3 clusters Score -4779826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4779834.500000 Penalty: 5282.169434
	Iteration 29Q: 3 clusters Score -4779834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4779839.500000 Penalty: 5282.169434
	Iteration 30Q: 3 clusters Score -4779840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4779832.500000 Penalty: 5282.169434
	Iteration 31Q: 3 clusters Score -4779832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4779827.500000 Penalty: 5282.169434
	Iteration 32Q: 3 clusters Score -4779828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4779832.000000 Penalty: 5282.169434
	Iteration 33Q: 3 clusters Score -4779832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4779837.000000 Penalty: 5282.169434
	Iteration 34Q: 3 clusters Score -4779837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -4779833.500000 Penalty: 5282.169434
	Iteration 35Q: 3 clusters Score -4779834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4779835.500000 Penalty: 5282.169434
	Iteration 36Q: 3 clusters Score -4779836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4779835.000000 Penalty: 5282.169434
	Iteration 37Q: 3 clusters Score -4779835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4779831.500000 Penalty: 5282.169434
	Iteration 38Q: 3 clusters Score -4779832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -4779831.000000 Penalty: 5282.169434
	Iteration 39Q: 3 clusters Score -4779831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4779828.000000 Penalty: 5282.169434
	Iteration 40F: 3 clusters Score -4779828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4779833.000000 Penalty: 5282.169434
	Iteration 41Q: 3 clusters Score -4779833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -4779833.000000 Penalty: 5282.169434
	Iteration 42Q: 3 clusters Score -4779833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4779830.500000 Penalty: 5282.169434
	Iteration 43Q: 3 clusters Score -4779830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4779830.500000 Penalty: 5282.169434
	Iteration 44F: 3 clusters Score -4779830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Entering Unmasked Estep 
Score: -2674613.500000 Penalty: 2492.840820
	Iteration 0F: 2 clusters Score -2674614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2658604.750000 Penalty: 4985.681641
	Iteration 0F: 3 clusters Score -2658605 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2663965.750000 Penalty: 4985.681641
	Iteration 1F: 3 clusters Score -2663966 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2664347.750000 Penalty: 4985.681641
	Iteration 2Q: 3 clusters Score -2664348 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2664683.000000 Penalty: 4985.681641
	Iteration 3Q: 3 clusters Score -2664683 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2664986.750000 Penalty: 4985.681641
	Iteration 4Q: 3 clusters Score -2664987 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2665296.250000 Penalty: 4985.681641
	Iteration 5Q: 3 clusters Score -2665296 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2665699.000000 Penalty: 4985.681641
	Iteration 6Q: 3 clusters Score -2665699 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2666326.250000 Penalty: 4985.681641
	Iteration 7Q: 3 clusters Score -2666326 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2667275.500000 Penalty: 4985.681641
	Iteration 8F: 3 clusters Score -2667276 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2668564.250000 Penalty: 4985.681641
	Iteration 9F: 3 clusters Score -2668564 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2669983.000000 Penalty: 4985.681641
	Iteration 10F: 3 clusters Score -2669983 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2671088.250000 Penalty: 4985.681641
	Iteration 11F: 3 clusters Score -2671088 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2671726.250000 Penalty: 4985.681641
	Iteration 12Q: 3 clusters Score -2671726 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2672048.500000 Penalty: 4985.681641
	Iteration 13Q: 3 clusters Score -2672048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2672229.250000 Penalty: 4985.681641
	Iteration 14Q: 3 clusters Score -2672229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2672337.750000 Penalty: 4985.681641
	Iteration 15Q: 3 clusters Score -2672338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2672404.750000 Penalty: 4985.681641
	Iteration 16Q: 3 clusters Score -2672405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2672431.000000 Penalty: 4985.681641
	Iteration 17Q: 3 clusters Score -2672431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2672446.250000 Penalty: 4985.681641
	Iteration 18Q: 3 clusters Score -2672446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2672460.750000 Penalty: 4985.681641
	Iteration 19Q: 3 clusters Score -2672461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2672462.250000 Penalty: 4985.681641
	Iteration 20F: 3 clusters Score -2672462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2672465.000000 Penalty: 4985.681641
	Iteration 21Q: 3 clusters Score -2672465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2672465.000000 Penalty: 4985.681641
	Iteration 22F: 3 clusters Score -2672465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68430.750000 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68430.75 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68658.320312 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68658.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68763.703125 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -68763.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68854.984375 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -68854.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68950.265625 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -68950.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69103.171875 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -69103.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69181.914062 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -69181.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69234.695312 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -69234.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69287.203125 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -69287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69315.867188 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -69315.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69337.156250 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -69337.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69346.265625 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -69346.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69347.781250 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -69347.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69347.781250 Penalty: 3224.639648
	Iteration 13F: 3 clusters Score -69347.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -760212.625000 Penalty: 2189.829590
	Iteration 0F: 2 clusters Score -760212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -754600.687500 Penalty: 4379.659180
	Iteration 0F: 3 clusters Score -754600.7 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -756074.625000 Penalty: 4379.659180
	Iteration 1F: 3 clusters Score -756074.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -756433.187500 Penalty: 4379.659180
	Iteration 2F: 3 clusters Score -756433.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -756712.437500 Penalty: 4379.659180
	Iteration 3F: 3 clusters Score -756712.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -756938.562500 Penalty: 4379.659180
	Iteration 4F: 3 clusters Score -756938.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -757162.687500 Penalty: 4379.659180
	Iteration 5Q: 3 clusters Score -757162.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -757377.812500 Penalty: 4379.659180
	Iteration 6Q: 3 clusters Score -757377.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -757570.312500 Penalty: 4379.659180
	Iteration 7Q: 3 clusters Score -757570.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -757718.562500 Penalty: 4379.659180
	Iteration 8Q: 3 clusters Score -757718.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -757852.187500 Penalty: 4379.659180
	Iteration 9Q: 3 clusters Score -757852.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -757953.375000 Penalty: 4379.659180
	Iteration 10Q: 3 clusters Score -757953.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -758026.625000 Penalty: 4379.659180
	Iteration 11Q: 3 clusters Score -758026.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -758083.000000 Penalty: 4379.659180
	Iteration 12Q: 3 clusters Score -758083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -758139.562500 Penalty: 4379.659180
	Iteration 13Q: 3 clusters Score -758139.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -758177.000000 Penalty: 4379.659180
	Iteration 14Q: 3 clusters Score -758177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -758208.375000 Penalty: 4379.659180
	Iteration 15Q: 3 clusters Score -758208.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -758235.812500 Penalty: 4379.659180
	Iteration 16Q: 3 clusters Score -758235.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -758257.437500 Penalty: 4379.659180
	Iteration 17Q: 3 clusters Score -758257.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -758277.625000 Penalty: 4379.659180
	Iteration 18Q: 3 clusters Score -758277.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -758298.250000 Penalty: 4379.659180
	Iteration 19Q: 3 clusters Score -758298.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -758313.562500 Penalty: 4379.659180
	Iteration 20F: 3 clusters Score -758313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -758321.750000 Penalty: 4379.659180
	Iteration 21Q: 3 clusters Score -758321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -758326.937500 Penalty: 4379.659180
	Iteration 22Q: 3 clusters Score -758326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -758334.562500 Penalty: 4379.659180
	Iteration 23Q: 3 clusters Score -758334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -758334.937500 Penalty: 4379.659180
	Iteration 24Q: 3 clusters Score -758334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -758339.750000 Penalty: 4379.659180
	Iteration 25Q: 3 clusters Score -758339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -758341.562500 Penalty: 4379.659180
	Iteration 26Q: 3 clusters Score -758341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -758343.625000 Penalty: 4379.659180
	Iteration 27Q: 3 clusters Score -758343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -758345.812500 Penalty: 4379.659180
	Iteration 28Q: 3 clusters Score -758345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -758349.812500 Penalty: 4379.659180
	Iteration 29Q: 3 clusters Score -758349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -758357.562500 Penalty: 4379.659180
	Iteration 30Q: 3 clusters Score -758357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -758356.562500 Penalty: 4379.659180
	Iteration 31Q: 3 clusters Score -758356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -758359.437500 Penalty: 4379.659180
	Iteration 32Q: 3 clusters Score -758359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -758359.812500 Penalty: 4379.659180
	Iteration 33Q: 3 clusters Score -758359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -758362.625000 Penalty: 4379.659180
	Iteration 34Q: 3 clusters Score -758362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -758365.437500 Penalty: 4379.659180
	Iteration 35Q: 3 clusters Score -758365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -758367.750000 Penalty: 4379.659180
	Iteration 36Q: 3 clusters Score -758367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -758370.062500 Penalty: 4379.659180
	Iteration 37Q: 3 clusters Score -758370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -758372.750000 Penalty: 4379.659180
	Iteration 38Q: 3 clusters Score -758372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -758373.750000 Penalty: 4379.659180
	Iteration 39Q: 3 clusters Score -758373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -758373.625000 Penalty: 4379.659180
	Iteration 40F: 3 clusters Score -758373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -758373.687500 Penalty: 4379.659180
	Iteration 41Q: 3 clusters Score -758373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -758374.937500 Penalty: 4379.659180
	Iteration 42Q: 3 clusters Score -758374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -758374.500000 Penalty: 4379.659180
	Iteration 43Q: 3 clusters Score -758374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -758377.375000 Penalty: 4379.659180
	Iteration 44Q: 3 clusters Score -758377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -758385.187500 Penalty: 4379.659180
	Iteration 45Q: 3 clusters Score -758385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -758388.125000 Penalty: 4379.659180
	Iteration 46Q: 3 clusters Score -758388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -758387.687500 Penalty: 4379.659180
	Iteration 47Q: 3 clusters Score -758387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -758387.687500 Penalty: 4379.659180
	Iteration 48F: 3 clusters Score -758387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -564610.812500 Penalty: 2122.657471
	Iteration 0F: 2 clusters Score -564610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -559957.312500 Penalty: 4245.314941
	Iteration 0F: 3 clusters Score -559957.3 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -560991.375000 Penalty: 4245.314941
	Iteration 1F: 3 clusters Score -560991.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -561250.000000 Penalty: 4245.314941
	Iteration 2F: 3 clusters Score -561250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -561462.562500 Penalty: 4245.314941
	Iteration 3F: 3 clusters Score -561462.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -561696.750000 Penalty: 4245.314941
	Iteration 4F: 3 clusters Score -561696.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -561940.875000 Penalty: 4245.314941
	Iteration 5F: 3 clusters Score -561940.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -562135.125000 Penalty: 4245.314941
	Iteration 6F: 3 clusters Score -562135.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -562306.250000 Penalty: 4245.314941
	Iteration 7Q: 3 clusters Score -562306.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -562450.875000 Penalty: 4245.314941
	Iteration 8Q: 3 clusters Score -562450.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -562600.000000 Penalty: 4245.314941
	Iteration 9Q: 3 clusters Score -562600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -562719.187500 Penalty: 4245.314941
	Iteration 10Q: 3 clusters Score -562719.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -562806.875000 Penalty: 4245.314941
	Iteration 11Q: 3 clusters Score -562806.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -562878.375000 Penalty: 4245.314941
	Iteration 12Q: 3 clusters Score -562878.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -562943.312500 Penalty: 4245.314941
	Iteration 13Q: 3 clusters Score -562943.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -562988.250000 Penalty: 4245.314941
	Iteration 14Q: 3 clusters Score -562988.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -563023.812500 Penalty: 4245.314941
	Iteration 15Q: 3 clusters Score -563023.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -563049.625000 Penalty: 4245.314941
	Iteration 16Q: 3 clusters Score -563049.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -563066.125000 Penalty: 4245.314941
	Iteration 17Q: 3 clusters Score -563066.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -563080.250000 Penalty: 4245.314941
	Iteration 18Q: 3 clusters Score -563080.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -563091.250000 Penalty: 4245.314941
	Iteration 19Q: 3 clusters Score -563091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -563101.312500 Penalty: 4245.314941
	Iteration 20F: 3 clusters Score -563101.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -563107.875000 Penalty: 4245.314941
	Iteration 21Q: 3 clusters Score -563107.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -563115.875000 Penalty: 4245.314941
	Iteration 22Q: 3 clusters Score -563115.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -563123.375000 Penalty: 4245.314941
	Iteration 23Q: 3 clusters Score -563123.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -563133.875000 Penalty: 4245.314941
	Iteration 24Q: 3 clusters Score -563133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -563143.062500 Penalty: 4245.314941
	Iteration 25Q: 3 clusters Score -563143.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -563150.312500 Penalty: 4245.314941
	Iteration 26Q: 3 clusters Score -563150.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -563159.437500 Penalty: 4245.314941
	Iteration 27Q: 3 clusters Score -563159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -563161.750000 Penalty: 4245.314941
	Iteration 28Q: 3 clusters Score -563161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -563164.625000 Penalty: 4245.314941
	Iteration 29Q: 3 clusters Score -563164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -563171.687500 Penalty: 4245.314941
	Iteration 30Q: 3 clusters Score -563171.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -563177.250000 Penalty: 4245.314941
	Iteration 31Q: 3 clusters Score -563177.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -563187.562500 Penalty: 4245.314941
	Iteration 32Q: 3 clusters Score -563187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -563195.187500 Penalty: 4245.314941
	Iteration 33Q: 3 clusters Score -563195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -563199.000000 Penalty: 4245.314941
	Iteration 34Q: 3 clusters Score -563199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -563199.750000 Penalty: 4245.314941
	Iteration 35Q: 3 clusters Score -563199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -563202.562500 Penalty: 4245.314941
	Iteration 36Q: 3 clusters Score -563202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -563204.000000 Penalty: 4245.314941
	Iteration 37Q: 3 clusters Score -563204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -563204.000000 Penalty: 4245.314941
	Iteration 38F: 3 clusters Score -563204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -235293.109375 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -235293.1 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 1247 members 
Entering Unmasked Estep 
Score: -232463.640625 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -232463.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232984.859375 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -232984.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233170.125000 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -233170.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -233312.156250 Penalty: 3856.745117
	Iteration 3F: 3 clusters Score -233312.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -233426.375000 Penalty: 3856.745117
	Iteration 4Q: 3 clusters Score -233426.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -233522.765625 Penalty: 3856.745117
	Iteration 5Q: 3 clusters Score -233522.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -233625.453125 Penalty: 3856.745117
	Iteration 6Q: 3 clusters Score -233625.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -233728.203125 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -233728.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -233811.875000 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -233811.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -233890.031250 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -233890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -233966.000000 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -233966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -234062.765625 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -234062.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -234160.625000 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -234160.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -234300.718750 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -234300.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -234488.156250 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -234488.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -234659.609375 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -234659.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234753.328125 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -234753.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -234806.968750 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -234807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -234846.015625 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -234846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -234852.875000 Penalty: 3856.745117
	Iteration 19Q: 3 clusters Score -234852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -234858.468750 Penalty: 3856.745117
	Iteration 20F: 3 clusters Score -234858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -234860.484375 Penalty: 3856.745117
	Iteration 21Q: 3 clusters Score -234860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -234862.312500 Penalty: 3856.745117
	Iteration 22Q: 3 clusters Score -234862.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234870.328125 Penalty: 3856.745117
	Iteration 23Q: 3 clusters Score -234870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -234875.968750 Penalty: 3856.745117
	Iteration 24Q: 3 clusters Score -234876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234878.671875 Penalty: 3856.745117
	Iteration 25Q: 3 clusters Score -234878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -234881.250000 Penalty: 3856.745117
	Iteration 26Q: 3 clusters Score -234881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -234882.531250 Penalty: 3856.745117
	Iteration 27Q: 3 clusters Score -234882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234884.343750 Penalty: 3856.745117
	Iteration 28Q: 3 clusters Score -234884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -234885.703125 Penalty: 3856.745117
	Iteration 29Q: 3 clusters Score -234885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -234888.828125 Penalty: 3856.745117
	Iteration 30Q: 3 clusters Score -234888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -234890.937500 Penalty: 3856.745117
	Iteration 31Q: 3 clusters Score -234890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -234893.140625 Penalty: 3856.745117
	Iteration 32Q: 3 clusters Score -234893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -234893.734375 Penalty: 3856.745117
	Iteration 33Q: 3 clusters Score -234893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234894.406250 Penalty: 3856.745117
	Iteration 34Q: 3 clusters Score -234894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234894.406250 Penalty: 3856.745117
	Iteration 35F: 3 clusters Score -234894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1149023.625000 Penalty: 2293.007324
	Iteration 0F: 2 clusters Score -1149024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1141083.625000 Penalty: 4586.014648
	Iteration 0F: 3 clusters Score -1141084 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1143410.875000 Penalty: 4586.014648
	Iteration 1F: 3 clusters Score -1143411 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1143821.000000 Penalty: 4586.014648
	Iteration 2F: 3 clusters Score -1143821 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1144143.125000 Penalty: 4586.014648
	Iteration 3F: 3 clusters Score -1144143 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1144432.000000 Penalty: 4586.014648
	Iteration 4F: 3 clusters Score -1144432 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1144690.750000 Penalty: 4586.014648
	Iteration 5Q: 3 clusters Score -1144691 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1144924.625000 Penalty: 4586.014648
	Iteration 6Q: 3 clusters Score -1144925 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1145156.750000 Penalty: 4586.014648
	Iteration 7Q: 3 clusters Score -1145157 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1145379.625000 Penalty: 4586.014648
	Iteration 8Q: 3 clusters Score -1145380 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1145615.875000 Penalty: 4586.014648
	Iteration 9Q: 3 clusters Score -1145616 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1145846.625000 Penalty: 4586.014648
	Iteration 10Q: 3 clusters Score -1145847 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1146059.875000 Penalty: 4586.014648
	Iteration 11Q: 3 clusters Score -1146060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1146270.500000 Penalty: 4586.014648
	Iteration 12Q: 3 clusters Score -1146270 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1146459.125000 Penalty: 4586.014648
	Iteration 13Q: 3 clusters Score -1146459 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1146621.875000 Penalty: 4586.014648
	Iteration 14Q: 3 clusters Score -1146622 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1146746.625000 Penalty: 4586.014648
	Iteration 15Q: 3 clusters Score -1146747 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1146837.750000 Penalty: 4586.014648
	Iteration 16Q: 3 clusters Score -1146838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1146934.250000 Penalty: 4586.014648
	Iteration 17Q: 3 clusters Score -1146934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1147008.500000 Penalty: 4586.014648
	Iteration 18Q: 3 clusters Score -1147008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1147076.375000 Penalty: 4586.014648
	Iteration 19Q: 3 clusters Score -1147076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1147150.750000 Penalty: 4586.014648
	Iteration 20F: 3 clusters Score -1147151 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1147209.000000 Penalty: 4586.014648
	Iteration 21Q: 3 clusters Score -1147209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1147251.375000 Penalty: 4586.014648
	Iteration 22Q: 3 clusters Score -1147251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1147283.500000 Penalty: 4586.014648
	Iteration 23Q: 3 clusters Score -1147284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1147302.375000 Penalty: 4586.014648
	Iteration 24Q: 3 clusters Score -1147302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1147319.375000 Penalty: 4586.014648
	Iteration 25Q: 3 clusters Score -1147319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1147337.875000 Penalty: 4586.014648
	Iteration 26Q: 3 clusters Score -1147338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1147356.375000 Penalty: 4586.014648
	Iteration 27Q: 3 clusters Score -1147356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1147365.750000 Penalty: 4586.014648
	Iteration 28Q: 3 clusters Score -1147366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1147374.375000 Penalty: 4586.014648
	Iteration 29Q: 3 clusters Score -1147374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1147380.250000 Penalty: 4586.014648
	Iteration 30Q: 3 clusters Score -1147380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1147386.750000 Penalty: 4586.014648
	Iteration 31Q: 3 clusters Score -1147387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1147387.625000 Penalty: 4586.014648
	Iteration 32Q: 3 clusters Score -1147388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1147392.125000 Penalty: 4586.014648
	Iteration 33Q: 3 clusters Score -1147392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1147392.000000 Penalty: 4586.014648
	Iteration 34Q: 3 clusters Score -1147392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1147392.000000 Penalty: 4586.014648
	Iteration 35Q: 3 clusters Score -1147392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1147393.000000 Penalty: 4586.014648
	Iteration 36Q: 3 clusters Score -1147393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1147395.250000 Penalty: 4586.014648
	Iteration 37Q: 3 clusters Score -1147395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1147399.500000 Penalty: 4586.014648
	Iteration 38Q: 3 clusters Score -1147400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1147399.125000 Penalty: 4586.014648
	Iteration 39Q: 3 clusters Score -1147399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1147400.125000 Penalty: 4586.014648
	Iteration 40F: 3 clusters Score -1147400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1147403.125000 Penalty: 4586.014648
	Iteration 41Q: 3 clusters Score -1147403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1147403.750000 Penalty: 4586.014648
	Iteration 42Q: 3 clusters Score -1147404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1147405.250000 Penalty: 4586.014648
	Iteration 43Q: 3 clusters Score -1147405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1147407.500000 Penalty: 4586.014648
	Iteration 44Q: 3 clusters Score -1147408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1147407.875000 Penalty: 4586.014648
	Iteration 45Q: 3 clusters Score -1147408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1147409.875000 Penalty: 4586.014648
	Iteration 46Q: 3 clusters Score -1147410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1147412.375000 Penalty: 4586.014648
	Iteration 47Q: 3 clusters Score -1147412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1147414.125000 Penalty: 4586.014648
	Iteration 48Q: 3 clusters Score -1147414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1147414.125000 Penalty: 4586.014648
	Iteration 49F: 3 clusters Score -1147414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Entering Unmasked Estep 
Score: -3381514.750000 Penalty: 2553.224365
	Iteration 0F: 2 clusters Score -3381515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3361263.500000 Penalty: 5106.448730
	Iteration 0F: 3 clusters Score -3361264 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3368431.750000 Penalty: 5106.448730
	Iteration 1F: 3 clusters Score -3368432 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3368859.750000 Penalty: 5106.448730
	Iteration 2Q: 3 clusters Score -3368860 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3369229.500000 Penalty: 5106.448730
	Iteration 3Q: 3 clusters Score -3369230 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3369570.500000 Penalty: 5106.448730
	Iteration 4Q: 3 clusters Score -3369570 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3369949.000000 Penalty: 5106.448730
	Iteration 5Q: 3 clusters Score -3369949 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3370308.750000 Penalty: 5106.448730
	Iteration 6Q: 3 clusters Score -3370309 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3370797.250000 Penalty: 5106.448730
	Iteration 7Q: 3 clusters Score -3370797 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3371406.250000 Penalty: 5106.448730
	Iteration 8Q: 3 clusters Score -3371406 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3372233.750000 Penalty: 5106.448730
	Iteration 9Q: 3 clusters Score -3372234 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3373308.000000 Penalty: 5106.448730
	Iteration 10F: 3 clusters Score -3373308 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3374440.000000 Penalty: 5106.448730
	Iteration 11F: 3 clusters Score -3374440 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3375541.500000 Penalty: 5106.448730
	Iteration 12Q: 3 clusters Score -3375542 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3376484.750000 Penalty: 5106.448730
	Iteration 13Q: 3 clusters Score -3376485 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3377116.500000 Penalty: 5106.448730
	Iteration 14Q: 3 clusters Score -3377116 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3377593.750000 Penalty: 5106.448730
	Iteration 15Q: 3 clusters Score -3377594 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3377892.250000 Penalty: 5106.448730
	Iteration 16Q: 3 clusters Score -3377892 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3378195.500000 Penalty: 5106.448730
	Iteration 17Q: 3 clusters Score -3378196 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3378383.750000 Penalty: 5106.448730
	Iteration 18Q: 3 clusters Score -3378384 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3378551.250000 Penalty: 5106.448730
	Iteration 19Q: 3 clusters Score -3378551 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3378691.250000 Penalty: 5106.448730
	Iteration 20F: 3 clusters Score -3378691 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3378834.750000 Penalty: 5106.448730
	Iteration 21Q: 3 clusters Score -3378835 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3378947.000000 Penalty: 5106.448730
	Iteration 22Q: 3 clusters Score -3378947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3379025.250000 Penalty: 5106.448730
	Iteration 23Q: 3 clusters Score -3379025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3379089.000000 Penalty: 5106.448730
	Iteration 24Q: 3 clusters Score -3379089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3379130.500000 Penalty: 5106.448730
	Iteration 25Q: 3 clusters Score -3379130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3379161.500000 Penalty: 5106.448730
	Iteration 26Q: 3 clusters Score -3379162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3379186.750000 Penalty: 5106.448730
	Iteration 27Q: 3 clusters Score -3379187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3379205.750000 Penalty: 5106.448730
	Iteration 28Q: 3 clusters Score -3379206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3379223.750000 Penalty: 5106.448730
	Iteration 29Q: 3 clusters Score -3379224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3379229.250000 Penalty: 5106.448730
	Iteration 30Q: 3 clusters Score -3379229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3379248.500000 Penalty: 5106.448730
	Iteration 31Q: 3 clusters Score -3379248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3379263.000000 Penalty: 5106.448730
	Iteration 32Q: 3 clusters Score -3379263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3379269.500000 Penalty: 5106.448730
	Iteration 33Q: 3 clusters Score -3379270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3379287.750000 Penalty: 5106.448730
	Iteration 34Q: 3 clusters Score -3379288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3379293.000000 Penalty: 5106.448730
	Iteration 35Q: 3 clusters Score -3379293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3379300.250000 Penalty: 5106.448730
	Iteration 36Q: 3 clusters Score -3379300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3379304.000000 Penalty: 5106.448730
	Iteration 37Q: 3 clusters Score -3379304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3379304.250000 Penalty: 5106.448730
	Iteration 38Q: 3 clusters Score -3379304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3379306.500000 Penalty: 5106.448730
	Iteration 39Q: 3 clusters Score -3379306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3379311.250000 Penalty: 5106.448730
	Iteration 40F: 3 clusters Score -3379311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3379308.000000 Penalty: 5106.448730
	Iteration 41Q: 3 clusters Score -3379308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3379309.250000 Penalty: 5106.448730
	Iteration 42Q: 3 clusters Score -3379309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3379312.500000 Penalty: 5106.448730
	Iteration 43Q: 3 clusters Score -3379312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3379316.750000 Penalty: 5106.448730
	Iteration 44Q: 3 clusters Score -3379317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3379314.750000 Penalty: 5106.448730
	Iteration 45Q: 3 clusters Score -3379315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3379316.250000 Penalty: 5106.448730
	Iteration 46Q: 3 clusters Score -3379316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3379316.000000 Penalty: 5106.448730
	Iteration 47Q: 3 clusters Score -3379316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3379321.500000 Penalty: 5106.448730
	Iteration 48Q: 3 clusters Score -3379322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3379321.250000 Penalty: 5106.448730
	Iteration 49Q: 3 clusters Score -3379321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3379317.750000 Penalty: 5106.448730
	Iteration 50Q: 3 clusters Score -3379318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3379319.000000 Penalty: 5106.448730
	Iteration 51Q: 3 clusters Score -3379319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3379320.750000 Penalty: 5106.448730
	Iteration 52Q: 3 clusters Score -3379321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3379319.250000 Penalty: 5106.448730
	Iteration 53Q: 3 clusters Score -3379319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3379326.500000 Penalty: 5106.448730
	Iteration 54Q: 3 clusters Score -3379326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3379326.000000 Penalty: 5106.448730
	Iteration 55Q: 3 clusters Score -3379326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3379328.750000 Penalty: 5106.448730
	Iteration 56Q: 3 clusters Score -3379329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3379332.500000 Penalty: 5106.448730
	Iteration 57Q: 3 clusters Score -3379332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3379331.750000 Penalty: 5106.448730
	Iteration 58Q: 3 clusters Score -3379332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3379331.750000 Penalty: 5106.448730
	Iteration 59F: 3 clusters Score -3379332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Entering Unmasked Estep 
Score: -4191307.250000 Penalty: 2630.739746
	Iteration 0F: 2 clusters Score -4191307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4163977.500000 Penalty: 5261.479492
	Iteration 0F: 3 clusters Score -4163978 nChanged 18611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4174830.250000 Penalty: 5261.479492
	Iteration 1F: 3 clusters Score -4174830 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4176113.250000 Penalty: 5261.479492
	Iteration 2F: 3 clusters Score -4176113 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4177726.750000 Penalty: 5261.479492
	Iteration 3F: 3 clusters Score -4177727 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4179878.500000 Penalty: 5261.479492
	Iteration 4F: 3 clusters Score -4179878 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4182656.250000 Penalty: 5261.479492
	Iteration 5F: 3 clusters Score -4182656 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4185145.500000 Penalty: 5261.479492
	Iteration 6F: 3 clusters Score -4185146 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4186852.750000 Penalty: 5261.479492
	Iteration 7F: 3 clusters Score -4186853 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4187872.500000 Penalty: 5261.479492
	Iteration 8Q: 3 clusters Score -4187872 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4188522.500000 Penalty: 5261.479492
	Iteration 9Q: 3 clusters Score -4188522 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4189075.000000 Penalty: 5261.479492
	Iteration 10Q: 3 clusters Score -4189075 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4189618.500000 Penalty: 5261.479492
	Iteration 11Q: 3 clusters Score -4189618 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -4190122.750000 Penalty: 5261.479492
	Iteration 12Q: 3 clusters Score -4190123 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4190449.750000 Penalty: 5261.479492
	Iteration 13Q: 3 clusters Score -4190450 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4190704.250000 Penalty: 5261.479492
	Iteration 14Q: 3 clusters Score -4190704 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4190882.750000 Penalty: 5261.479492
	Iteration 15Q: 3 clusters Score -4190883 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4191022.250000 Penalty: 5261.479492
	Iteration 16Q: 3 clusters Score -4191022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4191129.750000 Penalty: 5261.479492
	Iteration 17Q: 3 clusters Score -4191130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4191208.750000 Penalty: 5261.479492
	Iteration 18Q: 3 clusters Score -4191209 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4191232.000000 Penalty: 5261.479492
	Iteration 19Q: 3 clusters Score -4191232 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4191252.750000 Penalty: 5261.479492
	Iteration 20F: 3 clusters Score -4191253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4191284.000000 Penalty: 5261.479492
	Iteration 21Q: 3 clusters Score -4191284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4191287.250000 Penalty: 5261.479492
	Iteration 22Q: 3 clusters Score -4191287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4191296.250000 Penalty: 5261.479492
	Iteration 23Q: 3 clusters Score -4191296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4191301.750000 Penalty: 5261.479492
	Iteration 24Q: 3 clusters Score -4191302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4191306.500000 Penalty: 5261.479492
	Iteration 25Q: 3 clusters Score -4191306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4191319.000000 Penalty: 5261.479492
	Iteration 26Q: 3 clusters Score -4191319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4191304.750000 Penalty: 5261.479492
	Iteration 27Q: 3 clusters Score -4191305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4191329.500000 Penalty: 5261.479492
	Iteration 28Q: 3 clusters Score -4191330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4191326.750000 Penalty: 5261.479492
	Iteration 29Q: 3 clusters Score -4191327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4191338.250000 Penalty: 5261.479492
	Iteration 30Q: 3 clusters Score -4191338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4191343.500000 Penalty: 5261.479492
	Iteration 31Q: 3 clusters Score -4191344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4191341.500000 Penalty: 5261.479492
	Iteration 32Q: 3 clusters Score -4191342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4191331.250000 Penalty: 5261.479492
	Iteration 33Q: 3 clusters Score -4191331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4191334.000000 Penalty: 5261.479492
	Iteration 34Q: 3 clusters Score -4191334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4191331.000000 Penalty: 5261.479492
	Iteration 35Q: 3 clusters Score -4191331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4191330.750000 Penalty: 5261.479492
	Iteration 36Q: 3 clusters Score -4191331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4191333.750000 Penalty: 5261.479492
	Iteration 37Q: 3 clusters Score -4191334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4191339.750000 Penalty: 5261.479492
	Iteration 38Q: 3 clusters Score -4191340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4191335.250000 Penalty: 5261.479492
	Iteration 39Q: 3 clusters Score -4191335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4191332.750000 Penalty: 5261.479492
	Iteration 40F: 3 clusters Score -4191333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4191330.500000 Penalty: 5261.479492
	Iteration 41Q: 3 clusters Score -4191330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4191333.500000 Penalty: 5261.479492
	Iteration 42Q: 3 clusters Score -4191334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4191337.000000 Penalty: 5261.479492
	Iteration 43Q: 3 clusters Score -4191337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4191337.750000 Penalty: 5261.479492
	Iteration 44Q: 3 clusters Score -4191338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4191343.750000 Penalty: 5261.479492
	Iteration 45Q: 3 clusters Score -4191344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4191339.750000 Penalty: 5261.479492
	Iteration 46Q: 3 clusters Score -4191340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4191339.750000 Penalty: 5261.479492
	Iteration 47Q: 3 clusters Score -4191340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4191339.750000 Penalty: 5261.479492
	Iteration 48F: 3 clusters Score -4191340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 10010 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344951 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 30440 members 
Entering Unmasked Estep 
Score: -110910328.000000 Penalty: 147466.703125
Splitting cluster 10 changes total score from -110910560.000000 to -110910328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Entering Unmasked Estep 
Score: -4452761.500000 Penalty: 2629.683105
	Iteration 0F: 2 clusters Score -4452762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4425304.500000 Penalty: 5259.366211
	Iteration 0F: 3 clusters Score -4425304 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4435855.500000 Penalty: 5259.366211
	Iteration 1F: 3 clusters Score -4435856 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4436918.000000 Penalty: 5259.366211
	Iteration 2F: 3 clusters Score -4436918 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4438501.000000 Penalty: 5259.366211
	Iteration 3F: 3 clusters Score -4438501 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4440517.000000 Penalty: 5259.366211
	Iteration 4F: 3 clusters Score -4440517 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4442666.500000 Penalty: 5259.366211
	Iteration 5F: 3 clusters Score -4442666 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4444512.000000 Penalty: 5259.366211
	Iteration 6F: 3 clusters Score -4444512 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4446212.000000 Penalty: 5259.366211
	Iteration 7F: 3 clusters Score -4446212 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4447758.000000 Penalty: 5259.366211
	Iteration 8F: 3 clusters Score -4447758 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4449121.000000 Penalty: 5259.366211
	Iteration 9Q: 3 clusters Score -4449121 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4450056.500000 Penalty: 5259.366211
	Iteration 10Q: 3 clusters Score -4450056 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4450598.000000 Penalty: 5259.366211
	Iteration 11Q: 3 clusters Score -4450598 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4450896.000000 Penalty: 5259.366211
	Iteration 12Q: 3 clusters Score -4450896 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4451070.500000 Penalty: 5259.366211
	Iteration 13Q: 3 clusters Score -4451070 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4451177.000000 Penalty: 5259.366211
	Iteration 14Q: 3 clusters Score -4451177 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4451274.500000 Penalty: 5259.366211
	Iteration 15Q: 3 clusters Score -4451274 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4451399.000000 Penalty: 5259.366211
	Iteration 16Q: 3 clusters Score -4451399 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4451481.000000 Penalty: 5259.366211
	Iteration 17Q: 3 clusters Score -4451481 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4451553.500000 Penalty: 5259.366211
	Iteration 18Q: 3 clusters Score -4451554 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4451603.500000 Penalty: 5259.366211
	Iteration 19Q: 3 clusters Score -4451604 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4451660.500000 Penalty: 5259.366211
	Iteration 20F: 3 clusters Score -4451660 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4451705.500000 Penalty: 5259.366211
	Iteration 21Q: 3 clusters Score -4451706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4451727.000000 Penalty: 5259.366211
	Iteration 22Q: 3 clusters Score -4451727 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4451742.000000 Penalty: 5259.366211
	Iteration 23Q: 3 clusters Score -4451742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4451753.500000 Penalty: 5259.366211
	Iteration 24Q: 3 clusters Score -4451754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4451782.500000 Penalty: 5259.366211
	Iteration 25Q: 3 clusters Score -4451782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4451788.500000 Penalty: 5259.366211
	Iteration 26Q: 3 clusters Score -4451788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4451809.500000 Penalty: 5259.366211
	Iteration 27Q: 3 clusters Score -4451810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4451822.000000 Penalty: 5259.366211
	Iteration 28Q: 3 clusters Score -4451822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4451820.500000 Penalty: 5259.366211
	Iteration 29Q: 3 clusters Score -4451820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -4451820.500000 Penalty: 5259.366211
	Iteration 30Q: 3 clusters Score -4451820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4451827.500000 Penalty: 5259.366211
	Iteration 31Q: 3 clusters Score -4451828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4451832.500000 Penalty: 5259.366211
	Iteration 32Q: 3 clusters Score -4451832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4451836.500000 Penalty: 5259.366211
	Iteration 33Q: 3 clusters Score -4451836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -4451847.000000 Penalty: 5259.366211
	Iteration 34Q: 3 clusters Score -4451847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4451844.000000 Penalty: 5259.366211
	Iteration 35Q: 3 clusters Score -4451844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4451843.000000 Penalty: 5259.366211
	Iteration 36Q: 3 clusters Score -4451843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -4451835.500000 Penalty: 5259.366211
	Iteration 37Q: 3 clusters Score -4451836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -4451839.500000 Penalty: 5259.366211
	Iteration 38Q: 3 clusters Score -4451840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -4451845.500000 Penalty: 5259.366211
	Iteration 39Q: 3 clusters Score -4451846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4451845.500000 Penalty: 5259.366211
	Iteration 40F: 3 clusters Score -4451846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4451848.500000 Penalty: 5259.366211
	Iteration 41Q: 3 clusters Score -4451848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4451844.500000 Penalty: 5259.366211
	Iteration 42Q: 3 clusters Score -4451844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4451843.000000 Penalty: 5259.366211
	Iteration 43Q: 3 clusters Score -4451843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4451845.500000 Penalty: 5259.366211
	Iteration 44Q: 3 clusters Score -4451846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4451832.500000 Penalty: 5259.366211
	Iteration 45Q: 3 clusters Score -4451832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4451837.000000 Penalty: 5259.366211
	Iteration 46Q: 3 clusters Score -4451837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4451836.500000 Penalty: 5259.366211
	Iteration 47Q: 3 clusters Score -4451836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4451836.500000 Penalty: 5259.366211
	Iteration 48F: 3 clusters Score -4451836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Entering Unmasked Estep 
Score: -1380096.625000 Penalty: 2338.748779
	Iteration 0F: 2 clusters Score -1380097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1370836.000000 Penalty: 4677.497559
	Iteration 0F: 3 clusters Score -1370836 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1373700.375000 Penalty: 4677.497559
	Iteration 1F: 3 clusters Score -1373700 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1374210.250000 Penalty: 4677.497559
	Iteration 2F: 3 clusters Score -1374210 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1374701.875000 Penalty: 4677.497559
	Iteration 3F: 3 clusters Score -1374702 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1375226.375000 Penalty: 4677.497559
	Iteration 4F: 3 clusters Score -1375226 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1375810.125000 Penalty: 4677.497559
	Iteration 5F: 3 clusters Score -1375810 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1376427.250000 Penalty: 4677.497559
	Iteration 6F: 3 clusters Score -1376427 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1377094.375000 Penalty: 4677.497559
	Iteration 7F: 3 clusters Score -1377094 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1377676.375000 Penalty: 4677.497559
	Iteration 8F: 3 clusters Score -1377676 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1378111.375000 Penalty: 4677.497559
	Iteration 9Q: 3 clusters Score -1378111 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1378442.250000 Penalty: 4677.497559
	Iteration 10Q: 3 clusters Score -1378442 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1378624.500000 Penalty: 4677.497559
	Iteration 11Q: 3 clusters Score -1378624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1378735.375000 Penalty: 4677.497559
	Iteration 12Q: 3 clusters Score -1378735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1378812.375000 Penalty: 4677.497559
	Iteration 13Q: 3 clusters Score -1378812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1378878.375000 Penalty: 4677.497559
	Iteration 14Q: 3 clusters Score -1378878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1378949.500000 Penalty: 4677.497559
	Iteration 15Q: 3 clusters Score -1378950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1379000.125000 Penalty: 4677.497559
	Iteration 16Q: 3 clusters Score -1379000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1379029.125000 Penalty: 4677.497559
	Iteration 17Q: 3 clusters Score -1379029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1379052.500000 Penalty: 4677.497559
	Iteration 18Q: 3 clusters Score -1379052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1379074.125000 Penalty: 4677.497559
	Iteration 19Q: 3 clusters Score -1379074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1379094.125000 Penalty: 4677.497559
	Iteration 20F: 3 clusters Score -1379094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1379103.250000 Penalty: 4677.497559
	Iteration 21Q: 3 clusters Score -1379103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1379116.125000 Penalty: 4677.497559
	Iteration 22Q: 3 clusters Score -1379116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1379122.000000 Penalty: 4677.497559
	Iteration 23Q: 3 clusters Score -1379122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1379126.375000 Penalty: 4677.497559
	Iteration 24Q: 3 clusters Score -1379126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1379131.000000 Penalty: 4677.497559
	Iteration 25Q: 3 clusters Score -1379131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1379138.000000 Penalty: 4677.497559
	Iteration 26Q: 3 clusters Score -1379138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1379142.250000 Penalty: 4677.497559
	Iteration 27Q: 3 clusters Score -1379142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1379145.500000 Penalty: 4677.497559
	Iteration 28Q: 3 clusters Score -1379146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1379145.500000 Penalty: 4677.497559
	Iteration 29F: 3 clusters Score -1379146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -436431.593750 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -436431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -432579.437500 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -432579.4 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433450.437500 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -433450.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -433646.250000 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -433646.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -433743.187500 Penalty: 4100.782227
	Iteration 3Q: 3 clusters Score -433743.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -433809.718750 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -433809.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -433858.656250 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -433858.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -433892.031250 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -433892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -433921.406250 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -433921.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -433953.656250 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -433953.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -433976.406250 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -433976.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -433996.312500 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -433996.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -434016.718750 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -434016.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -434035.812500 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -434035.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -434053.968750 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -434054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -434072.687500 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -434072.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -434089.406250 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -434089.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -434104.312500 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -434104.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -434119.718750 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -434119.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -434132.718750 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -434132.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -434142.750000 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -434142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -434150.625000 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -434150.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -434160.343750 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -434160.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -434169.250000 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -434169.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -434179.843750 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -434179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -434191.281250 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -434191.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -434199.468750 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -434199.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -434209.312500 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -434209.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -434218.843750 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -434218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -434227.937500 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -434227.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -434245.156250 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -434245.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -434264.625000 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -434264.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -434280.343750 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -434280.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -434299.906250 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -434299.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -434329.312500 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -434329.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -434379.187500 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -434379.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -434428.250000 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -434428.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -434489.156250 Penalty: 4100.782227
	Iteration 36Q: 3 clusters Score -434489.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -434555.625000 Penalty: 4100.782227
	Iteration 37Q: 3 clusters Score -434555.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -434624.093750 Penalty: 4100.782227
	Iteration 38Q: 3 clusters Score -434624.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -434678.625000 Penalty: 4100.782227
	Iteration 39Q: 3 clusters Score -434678.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -434721.562500 Penalty: 4100.782227
	Iteration 40F: 3 clusters Score -434721.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -434766.500000 Penalty: 4100.782227
	Iteration 41Q: 3 clusters Score -434766.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -434815.343750 Penalty: 4100.782227
	Iteration 42Q: 3 clusters Score -434815.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -434864.843750 Penalty: 4100.782227
	Iteration 43Q: 3 clusters Score -434864.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -434905.093750 Penalty: 4100.782227
	Iteration 44Q: 3 clusters Score -434905.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -434937.062500 Penalty: 4100.782227
	Iteration 45Q: 3 clusters Score -434937.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -434962.406250 Penalty: 4100.782227
	Iteration 46Q: 3 clusters Score -434962.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -434983.343750 Penalty: 4100.782227
	Iteration 47Q: 3 clusters Score -434983.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -435001.062500 Penalty: 4100.782227
	Iteration 48Q: 3 clusters Score -435001.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -435015.000000 Penalty: 4100.782227
	Iteration 49Q: 3 clusters Score -435015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -435027.656250 Penalty: 4100.782227
	Iteration 50Q: 3 clusters Score -435027.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -435041.281250 Penalty: 4100.782227
	Iteration 51Q: 3 clusters Score -435041.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -435056.437500 Penalty: 4100.782227
	Iteration 52Q: 3 clusters Score -435056.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -435072.437500 Penalty: 4100.782227
	Iteration 53Q: 3 clusters Score -435072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -435085.281250 Penalty: 4100.782227
	Iteration 54Q: 3 clusters Score -435085.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -435101.843750 Penalty: 4100.782227
	Iteration 55Q: 3 clusters Score -435101.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -435113.031250 Penalty: 4100.782227
	Iteration 56Q: 3 clusters Score -435113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -435128.781250 Penalty: 4100.782227
	Iteration 57Q: 3 clusters Score -435128.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -435143.625000 Penalty: 4100.782227
	Iteration 58Q: 3 clusters Score -435143.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -435156.406250 Penalty: 4100.782227
	Iteration 59Q: 3 clusters Score -435156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -435166.000000 Penalty: 4100.782227
	Iteration 60F: 3 clusters Score -435166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -435176.000000 Penalty: 4100.782227
	Iteration 61Q: 3 clusters Score -435176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -435183.531250 Penalty: 4100.782227
	Iteration 62Q: 3 clusters Score -435183.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -435195.906250 Penalty: 4100.782227
	Iteration 63Q: 3 clusters Score -435195.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -435227.687500 Penalty: 4100.782227
	Iteration 64Q: 3 clusters Score -435227.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -435269.093750 Penalty: 4100.782227
	Iteration 65Q: 3 clusters Score -435269.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -435302.000000 Penalty: 4100.782227
	Iteration 66Q: 3 clusters Score -435302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -435346.343750 Penalty: 4100.782227
	Iteration 67Q: 3 clusters Score -435346.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -435404.218750 Penalty: 4100.782227
	Iteration 68Q: 3 clusters Score -435404.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -435490.968750 Penalty: 4100.782227
	Iteration 69Q: 3 clusters Score -435491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -435627.031250 Penalty: 4100.782227
	Iteration 70Q: 3 clusters Score -435627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -435826.812500 Penalty: 4100.782227
	Iteration 71Q: 3 clusters Score -435826.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -436049.406250 Penalty: 4100.782227
	Iteration 72Q: 3 clusters Score -436049.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -436203.812500 Penalty: 4100.782227
	Iteration 73Q: 3 clusters Score -436203.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -436256.093750 Penalty: 4100.782227
	Iteration 74Q: 3 clusters Score -436256.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -436288.812500 Penalty: 4100.782227
	Iteration 75Q: 3 clusters Score -436288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -436302.187500 Penalty: 4100.782227
	Iteration 76Q: 3 clusters Score -436302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -436306.843750 Penalty: 4100.782227
	Iteration 77Q: 3 clusters Score -436306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -436309.593750 Penalty: 4100.782227
	Iteration 78Q: 3 clusters Score -436309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -436312.187500 Penalty: 4100.782227
	Iteration 79Q: 3 clusters Score -436312.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -436321.656250 Penalty: 4100.782227
	Iteration 80F: 3 clusters Score -436321.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -436323.406250 Penalty: 4100.782227
	Iteration 81Q: 3 clusters Score -436323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -436326.812500 Penalty: 4100.782227
	Iteration 82Q: 3 clusters Score -436326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -436329.531250 Penalty: 4100.782227
	Iteration 83Q: 3 clusters Score -436329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -436330.312500 Penalty: 4100.782227
	Iteration 84Q: 3 clusters Score -436330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -436331.468750 Penalty: 4100.782227
	Iteration 85Q: 3 clusters Score -436331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -436331.468750 Penalty: 4100.782227
	Iteration 86F: 3 clusters Score -436331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -900812.312500 Penalty: 2221.398682
	Iteration 0F: 2 clusters Score -900812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -894503.312500 Penalty: 4442.797363
	Iteration 0F: 3 clusters Score -894503.3 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -896221.125000 Penalty: 4442.797363
	Iteration 1F: 3 clusters Score -896221.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -896476.250000 Penalty: 4442.797363
	Iteration 2F: 3 clusters Score -896476.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -896664.562500 Penalty: 4442.797363
	Iteration 3Q: 3 clusters Score -896664.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -896822.562500 Penalty: 4442.797363
	Iteration 4Q: 3 clusters Score -896822.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -896977.312500 Penalty: 4442.797363
	Iteration 5Q: 3 clusters Score -896977.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -897136.937500 Penalty: 4442.797363
	Iteration 6Q: 3 clusters Score -897136.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -897320.500000 Penalty: 4442.797363
	Iteration 7Q: 3 clusters Score -897320.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -897522.437500 Penalty: 4442.797363
	Iteration 8Q: 3 clusters Score -897522.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -897745.062500 Penalty: 4442.797363
	Iteration 9Q: 3 clusters Score -897745.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -897961.625000 Penalty: 4442.797363
	Iteration 10Q: 3 clusters Score -897961.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -898168.375000 Penalty: 4442.797363
	Iteration 11Q: 3 clusters Score -898168.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -898343.812500 Penalty: 4442.797363
	Iteration 12Q: 3 clusters Score -898343.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -898453.812500 Penalty: 4442.797363
	Iteration 13Q: 3 clusters Score -898453.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -898536.125000 Penalty: 4442.797363
	Iteration 14Q: 3 clusters Score -898536.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -898604.437500 Penalty: 4442.797363
	Iteration 15Q: 3 clusters Score -898604.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -898664.125000 Penalty: 4442.797363
	Iteration 16Q: 3 clusters Score -898664.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -898714.312500 Penalty: 4442.797363
	Iteration 17Q: 3 clusters Score -898714.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -898742.750000 Penalty: 4442.797363
	Iteration 18Q: 3 clusters Score -898742.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -898767.625000 Penalty: 4442.797363
	Iteration 19Q: 3 clusters Score -898767.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -898788.875000 Penalty: 4442.797363
	Iteration 20F: 3 clusters Score -898788.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -898806.250000 Penalty: 4442.797363
	Iteration 21Q: 3 clusters Score -898806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -898816.687500 Penalty: 4442.797363
	Iteration 22Q: 3 clusters Score -898816.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -898828.625000 Penalty: 4442.797363
	Iteration 23Q: 3 clusters Score -898828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -898839.562500 Penalty: 4442.797363
	Iteration 24Q: 3 clusters Score -898839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -898848.687500 Penalty: 4442.797363
	Iteration 25Q: 3 clusters Score -898848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -898852.312500 Penalty: 4442.797363
	Iteration 26Q: 3 clusters Score -898852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -898855.187500 Penalty: 4442.797363
	Iteration 27Q: 3 clusters Score -898855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -898857.625000 Penalty: 4442.797363
	Iteration 28Q: 3 clusters Score -898857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -898857.437500 Penalty: 4442.797363
	Iteration 29Q: 3 clusters Score -898857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -898857.437500 Penalty: 4442.797363
	Iteration 30F: 3 clusters Score -898857.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (102999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Entering Unmasked Estep 
Score: -11669001.000000 Penalty: 2862.533691
	Iteration 0F: 2 clusters Score -1.1669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -11599858.000000 Penalty: 5725.067383
	Iteration 0F: 3 clusters Score -1.159986e+07 nChanged 48564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -11627656.000000 Penalty: 5725.067383
	Iteration 1F: 3 clusters Score -1.162766e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -11628405.000000 Penalty: 5725.067383
	Iteration 2Q: 3 clusters Score -1.16284e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -11629128.000000 Penalty: 5725.067383
	Iteration 3Q: 3 clusters Score -1.162913e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -11630245.000000 Penalty: 5725.067383
	Iteration 4Q: 3 clusters Score -1.163024e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -11631721.000000 Penalty: 5725.067383
	Iteration 5Q: 3 clusters Score -1.163172e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -11634034.000000 Penalty: 5725.067383
	Iteration 6Q: 3 clusters Score -1.163403e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -11638106.000000 Penalty: 5725.067383
	Iteration 7F: 3 clusters Score -1.163811e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -11644150.000000 Penalty: 5725.067383
	Iteration 8F: 3 clusters Score -1.164415e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -11651555.000000 Penalty: 5725.067383
	Iteration 9F: 3 clusters Score -1.165156e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 93160 members 
Entering Unmasked Estep 
Score: -11658409.000000 Penalty: 5725.067383
	Iteration 10F: 3 clusters Score -1.165841e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -11662692.000000 Penalty: 5725.067383
	Iteration 11Q: 3 clusters Score -1.166269e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -11664767.000000 Penalty: 5725.067383
	Iteration 12Q: 3 clusters Score -1.166477e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -11665675.000000 Penalty: 5725.067383
	Iteration 13Q: 3 clusters Score -1.166568e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -11666161.000000 Penalty: 5725.067383
	Iteration 14Q: 3 clusters Score -1.166616e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 101811 members 
Entering Unmasked Estep 
Score: -11666404.000000 Penalty: 5725.067383
	Iteration 15Q: 3 clusters Score -1.16664e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -11666513.000000 Penalty: 5725.067383
	Iteration 16Q: 3 clusters Score -1.166651e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -11666597.000000 Penalty: 5725.067383
	Iteration 17Q: 3 clusters Score -1.16666e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -11666646.000000 Penalty: 5725.067383
	Iteration 18Q: 3 clusters Score -1.166665e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -11666700.000000 Penalty: 5725.067383
	Iteration 19Q: 3 clusters Score -1.16667e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -11666734.000000 Penalty: 5725.067383
	Iteration 20F: 3 clusters Score -1.166673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -11666751.000000 Penalty: 5725.067383
	Iteration 21Q: 3 clusters Score -1.166675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -11666770.000000 Penalty: 5725.067383
	Iteration 22Q: 3 clusters Score -1.166677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -11666789.000000 Penalty: 5725.067383
	Iteration 23Q: 3 clusters Score -1.166679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -11666800.000000 Penalty: 5725.067383
	Iteration 24Q: 3 clusters Score -1.16668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 102149 members 
Entering Unmasked Estep 
Score: -11666814.000000 Penalty: 5725.067383
	Iteration 25Q: 3 clusters Score -1.166681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -11666818.000000 Penalty: 5725.067383
	Iteration 26Q: 3 clusters Score -1.166682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -11666822.000000 Penalty: 5725.067383
	Iteration 27Q: 3 clusters Score -1.166682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -11666832.000000 Penalty: 5725.067383
	Iteration 28Q: 3 clusters Score -1.166683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -11666846.000000 Penalty: 5725.067383
	Iteration 29Q: 3 clusters Score -1.166685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -11666851.000000 Penalty: 5725.067383
	Iteration 30Q: 3 clusters Score -1.166685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -11666859.000000 Penalty: 5725.067383
	Iteration 31Q: 3 clusters Score -1.166686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -11666859.000000 Penalty: 5725.067383
	Iteration 32Q: 3 clusters Score -1.166686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -11666867.000000 Penalty: 5725.067383
	Iteration 33Q: 3 clusters Score -1.166687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -11666854.000000 Penalty: 5725.067383
	Iteration 34Q: 3 clusters Score -1.166685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -11666855.000000 Penalty: 5725.067383
	Iteration 35Q: 3 clusters Score -1.166686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -11666855.000000 Penalty: 5725.067383
	Iteration 36F: 3 clusters Score -1.166686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Entering Unmasked Estep 
Score: -5599918.000000 Penalty: 2679.506348
	Iteration 0F: 2 clusters Score -5599918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -5566627.000000 Penalty: 5359.012695
	Iteration 0F: 3 clusters Score -5566627 nChanged 22698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5579126.000000 Penalty: 5359.012695
	Iteration 1F: 3 clusters Score -5579126 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -5579607.500000 Penalty: 5359.012695
	Iteration 2Q: 3 clusters Score -5579608 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5580009.500000 Penalty: 5359.012695
	Iteration 3Q: 3 clusters Score -5580010 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5580441.000000 Penalty: 5359.012695
	Iteration 4Q: 3 clusters Score -5580441 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5580781.000000 Penalty: 5359.012695
	Iteration 5Q: 3 clusters Score -5580781 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5581307.000000 Penalty: 5359.012695
	Iteration 6Q: 3 clusters Score -5581307 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5582066.500000 Penalty: 5359.012695
	Iteration 7Q: 3 clusters Score -5582066 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5583107.000000 Penalty: 5359.012695
	Iteration 8Q: 3 clusters Score -5583107 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -5584825.000000 Penalty: 5359.012695
	Iteration 9F: 3 clusters Score -5584825 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -5587194.000000 Penalty: 5359.012695
	Iteration 10F: 3 clusters Score -5587194 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5590099.000000 Penalty: 5359.012695
	Iteration 11F: 3 clusters Score -5590099 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5592736.500000 Penalty: 5359.012695
	Iteration 12F: 3 clusters Score -5592736 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -5594728.500000 Penalty: 5359.012695
	Iteration 13Q: 3 clusters Score -5594728 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -5596077.500000 Penalty: 5359.012695
	Iteration 14Q: 3 clusters Score -5596078 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -5596961.500000 Penalty: 5359.012695
	Iteration 15Q: 3 clusters Score -5596962 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -5597616.500000 Penalty: 5359.012695
	Iteration 16Q: 3 clusters Score -5597616 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5598041.000000 Penalty: 5359.012695
	Iteration 17Q: 3 clusters Score -5598041 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -5598217.500000 Penalty: 5359.012695
	Iteration 18Q: 3 clusters Score -5598218 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -5598272.000000 Penalty: 5359.012695
	Iteration 19Q: 3 clusters Score -5598272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -5598293.000000 Penalty: 5359.012695
	Iteration 20F: 3 clusters Score -5598293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -5598318.500000 Penalty: 5359.012695
	Iteration 21Q: 3 clusters Score -5598318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -5598325.000000 Penalty: 5359.012695
	Iteration 22Q: 3 clusters Score -5598325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -5598332.000000 Penalty: 5359.012695
	Iteration 23Q: 3 clusters Score -5598332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5598331.000000 Penalty: 5359.012695
	Iteration 24Q: 3 clusters Score -5598331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -5598326.500000 Penalty: 5359.012695
	Iteration 25Q: 3 clusters Score -5598326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -5598329.500000 Penalty: 5359.012695
	Iteration 26Q: 3 clusters Score -5598330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -5598344.000000 Penalty: 5359.012695
	Iteration 27Q: 3 clusters Score -5598344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5598346.500000 Penalty: 5359.012695
	Iteration 28Q: 3 clusters Score -5598346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5598357.000000 Penalty: 5359.012695
	Iteration 29Q: 3 clusters Score -5598357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -5598361.500000 Penalty: 5359.012695
	Iteration 30Q: 3 clusters Score -5598362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -5598357.000000 Penalty: 5359.012695
	Iteration 31Q: 3 clusters Score -5598357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5598356.500000 Penalty: 5359.012695
	Iteration 32Q: 3 clusters Score -5598356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5598357.000000 Penalty: 5359.012695
	Iteration 33Q: 3 clusters Score -5598357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -5598364.000000 Penalty: 5359.012695
	Iteration 34Q: 3 clusters Score -5598364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -5598364.500000 Penalty: 5359.012695
	Iteration 35Q: 3 clusters Score -5598364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -5598366.500000 Penalty: 5359.012695
	Iteration 36Q: 3 clusters Score -5598366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -5598367.500000 Penalty: 5359.012695
	Iteration 37Q: 3 clusters Score -5598368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -5598370.000000 Penalty: 5359.012695
	Iteration 38Q: 3 clusters Score -5598370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -5598370.000000 Penalty: 5359.012695
	Iteration 39F: 3 clusters Score -5598370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12803.560547 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12803.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11909.242188 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11909.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11941.039062 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11941.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11941.039062 Penalty: 2454.584961
	Iteration 2F: 3 clusters Score -11941.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -205459.218750 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -205459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202910.562500 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -202910.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -203370.078125 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -203370.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -203512.109375 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -203512.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -203587.765625 Penalty: 3739.885010
	Iteration 3Q: 3 clusters Score -203587.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203678.546875 Penalty: 3739.885010
	Iteration 4Q: 3 clusters Score -203678.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -203742.812500 Penalty: 3739.885010
	Iteration 5Q: 3 clusters Score -203742.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -203806.281250 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -203806.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -203867.421875 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -203867.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -203926.171875 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -203926.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -203990.609375 Penalty: 3739.885010
	Iteration 9Q: 3 clusters Score -203990.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204082.265625 Penalty: 3739.885010
	Iteration 10Q: 3 clusters Score -204082.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -204179.843750 Penalty: 3739.885010
	Iteration 11Q: 3 clusters Score -204179.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -204277.171875 Penalty: 3739.885010
	Iteration 12Q: 3 clusters Score -204277.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -204349.640625 Penalty: 3739.885010
	Iteration 13Q: 3 clusters Score -204349.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -204436.796875 Penalty: 3739.885010
	Iteration 14Q: 3 clusters Score -204436.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -204584.656250 Penalty: 3739.885010
	Iteration 15Q: 3 clusters Score -204584.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -204822.343750 Penalty: 3739.885010
	Iteration 16Q: 3 clusters Score -204822.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -205065.843750 Penalty: 3739.885010
	Iteration 17Q: 3 clusters Score -205065.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -205169.375000 Penalty: 3739.885010
	Iteration 18Q: 3 clusters Score -205169.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -205245.859375 Penalty: 3739.885010
	Iteration 19Q: 3 clusters Score -205245.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -205316.765625 Penalty: 3739.885010
	Iteration 20F: 3 clusters Score -205316.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -205377.812500 Penalty: 3739.885010
	Iteration 21Q: 3 clusters Score -205377.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -205413.000000 Penalty: 3739.885010
	Iteration 22Q: 3 clusters Score -205413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205439.250000 Penalty: 3739.885010
	Iteration 23Q: 3 clusters Score -205439.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -205479.703125 Penalty: 3739.885010
	Iteration 24Q: 3 clusters Score -205479.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -205560.843750 Penalty: 3739.885010
	Iteration 25Q: 3 clusters Score -205560.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205735.734375 Penalty: 3739.885010
	Iteration 26Q: 3 clusters Score -205735.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205870.187500 Penalty: 3739.885010
	Iteration 27Q: 3 clusters Score -205870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -205922.359375 Penalty: 3739.885010
	Iteration 28Q: 3 clusters Score -205922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -205935.078125 Penalty: 3739.885010
	Iteration 29Q: 3 clusters Score -205935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205941.984375 Penalty: 3739.885010
	Iteration 30Q: 3 clusters Score -205942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -205946.984375 Penalty: 3739.885010
	Iteration 31Q: 3 clusters Score -205947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -205948.437500 Penalty: 3739.885010
	Iteration 32Q: 3 clusters Score -205948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -205948.437500 Penalty: 3739.885010
	Iteration 33F: 3 clusters Score -205948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344951 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 686 members 
Entering Unmasked Estep 
Score: -110909616.000000 Penalty: 147466.703125
Splitting cluster 18 changes total score from -110910560.000000 to -110909616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -587269.875000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -587269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -582203.500000 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -582203.5 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -583484.187500 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -583484.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -583716.875000 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -583716.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -583894.500000 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -583894.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -584044.437500 Penalty: 4300.788086
	Iteration 4Q: 3 clusters Score -584044.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -584170.750000 Penalty: 4300.788086
	Iteration 5Q: 3 clusters Score -584170.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -584297.687500 Penalty: 4300.788086
	Iteration 6Q: 3 clusters Score -584297.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -584449.500000 Penalty: 4300.788086
	Iteration 7Q: 3 clusters Score -584449.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -584598.250000 Penalty: 4300.788086
	Iteration 8Q: 3 clusters Score -584598.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -584733.687500 Penalty: 4300.788086
	Iteration 9Q: 3 clusters Score -584733.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -584858.687500 Penalty: 4300.788086
	Iteration 10Q: 3 clusters Score -584858.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -584976.625000 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -584976.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -585089.375000 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -585089.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -585181.000000 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -585181 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -585245.437500 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -585245.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -585293.125000 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -585293.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -585338.687500 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -585338.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -585374.062500 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -585374.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -585405.000000 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -585405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585433.437500 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -585433.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585451.687500 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -585451.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -585466.500000 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -585466.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -585482.875000 Penalty: 4300.788086
	Iteration 22Q: 3 clusters Score -585482.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -585490.375000 Penalty: 4300.788086
	Iteration 23Q: 3 clusters Score -585490.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -585495.312500 Penalty: 4300.788086
	Iteration 24Q: 3 clusters Score -585495.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585501.687500 Penalty: 4300.788086
	Iteration 25Q: 3 clusters Score -585501.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -585504.500000 Penalty: 4300.788086
	Iteration 26Q: 3 clusters Score -585504.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -585507.750000 Penalty: 4300.788086
	Iteration 27Q: 3 clusters Score -585507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585510.125000 Penalty: 4300.788086
	Iteration 28Q: 3 clusters Score -585510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -585509.937500 Penalty: 4300.788086
	Iteration 29Q: 3 clusters Score -585509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585511.062500 Penalty: 4300.788086
	Iteration 30Q: 3 clusters Score -585511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -585510.812500 Penalty: 4300.788086
	Iteration 31Q: 3 clusters Score -585510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585510.937500 Penalty: 4300.788086
	Iteration 32Q: 3 clusters Score -585510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -585511.625000 Penalty: 4300.788086
	Iteration 33Q: 3 clusters Score -585511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -585511.750000 Penalty: 4300.788086
	Iteration 34Q: 3 clusters Score -585511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -585512.312500 Penalty: 4300.788086
	Iteration 35Q: 3 clusters Score -585512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -585512.750000 Penalty: 4300.788086
	Iteration 36Q: 3 clusters Score -585512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -585513.562500 Penalty: 4300.788086
	Iteration 37Q: 3 clusters Score -585513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -585514.937500 Penalty: 4300.788086
	Iteration 38Q: 3 clusters Score -585514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -585515.125000 Penalty: 4300.788086
	Iteration 39Q: 3 clusters Score -585515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -585514.875000 Penalty: 4300.788086
	Iteration 40F: 3 clusters Score -585514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -141432.500000 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -141432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139294.343750 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -139294.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139705.093750 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -139705.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139805.765625 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -139805.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139857.578125 Penalty: 3583.116211
	Iteration 3Q: 3 clusters Score -139857.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139889.484375 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -139889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139904.375000 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -139904.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139910.843750 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -139910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139917.390625 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -139917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139923.281250 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -139923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139927.078125 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -139927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139928.875000 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -139928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139931.203125 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -139931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139932.406250 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -139932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139933.218750 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -139933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139933.218750 Penalty: 3583.116211
	Iteration 14F: 3 clusters Score -139933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Entering Unmasked Estep 
Score: -1724850.750000 Penalty: 2385.594482
	Iteration 0F: 2 clusters Score -1724851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1714002.750000 Penalty: 4771.188965
	Iteration 0F: 3 clusters Score -1714003 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1717497.250000 Penalty: 4771.188965
	Iteration 1F: 3 clusters Score -1717497 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1717846.250000 Penalty: 4771.188965
	Iteration 2F: 3 clusters Score -1717846 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1718060.750000 Penalty: 4771.188965
	Iteration 3Q: 3 clusters Score -1718061 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1718269.375000 Penalty: 4771.188965
	Iteration 4Q: 3 clusters Score -1718269 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1718491.500000 Penalty: 4771.188965
	Iteration 5Q: 3 clusters Score -1718492 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1718735.750000 Penalty: 4771.188965
	Iteration 6Q: 3 clusters Score -1718736 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1719022.500000 Penalty: 4771.188965
	Iteration 7Q: 3 clusters Score -1719022 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1719333.500000 Penalty: 4771.188965
	Iteration 8Q: 3 clusters Score -1719334 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1719642.250000 Penalty: 4771.188965
	Iteration 9Q: 3 clusters Score -1719642 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1719937.375000 Penalty: 4771.188965
	Iteration 10Q: 3 clusters Score -1719937 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1720201.000000 Penalty: 4771.188965
	Iteration 11Q: 3 clusters Score -1720201 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1720401.750000 Penalty: 4771.188965
	Iteration 12Q: 3 clusters Score -1720402 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1720578.250000 Penalty: 4771.188965
	Iteration 13Q: 3 clusters Score -1720578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1720718.000000 Penalty: 4771.188965
	Iteration 14Q: 3 clusters Score -1720718 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1720845.750000 Penalty: 4771.188965
	Iteration 15Q: 3 clusters Score -1720846 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1720959.750000 Penalty: 4771.188965
	Iteration 16Q: 3 clusters Score -1720960 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1721079.875000 Penalty: 4771.188965
	Iteration 17Q: 3 clusters Score -1721080 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1721209.625000 Penalty: 4771.188965
	Iteration 18Q: 3 clusters Score -1721210 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1721328.500000 Penalty: 4771.188965
	Iteration 19Q: 3 clusters Score -1721328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1721450.875000 Penalty: 4771.188965
	Iteration 20F: 3 clusters Score -1721451 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1721580.250000 Penalty: 4771.188965
	Iteration 21Q: 3 clusters Score -1721580 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1721711.625000 Penalty: 4771.188965
	Iteration 22Q: 3 clusters Score -1721712 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1721837.750000 Penalty: 4771.188965
	Iteration 23Q: 3 clusters Score -1721838 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1721985.625000 Penalty: 4771.188965
	Iteration 24Q: 3 clusters Score -1721986 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1722145.250000 Penalty: 4771.188965
	Iteration 25Q: 3 clusters Score -1722145 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1722285.375000 Penalty: 4771.188965
	Iteration 26Q: 3 clusters Score -1722285 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1722410.750000 Penalty: 4771.188965
	Iteration 27Q: 3 clusters Score -1722411 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1722512.375000 Penalty: 4771.188965
	Iteration 28Q: 3 clusters Score -1722512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1722601.875000 Penalty: 4771.188965
	Iteration 29Q: 3 clusters Score -1722602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1722671.250000 Penalty: 4771.188965
	Iteration 30Q: 3 clusters Score -1722671 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1722728.000000 Penalty: 4771.188965
	Iteration 31Q: 3 clusters Score -1722728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1722769.000000 Penalty: 4771.188965
	Iteration 32Q: 3 clusters Score -1722769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1722793.125000 Penalty: 4771.188965
	Iteration 33Q: 3 clusters Score -1722793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1722823.000000 Penalty: 4771.188965
	Iteration 34Q: 3 clusters Score -1722823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1722848.750000 Penalty: 4771.188965
	Iteration 35Q: 3 clusters Score -1722849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1722867.250000 Penalty: 4771.188965
	Iteration 36Q: 3 clusters Score -1722867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1722887.250000 Penalty: 4771.188965
	Iteration 37Q: 3 clusters Score -1722887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1722903.125000 Penalty: 4771.188965
	Iteration 38Q: 3 clusters Score -1722903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1722914.125000 Penalty: 4771.188965
	Iteration 39Q: 3 clusters Score -1722914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1722914.375000 Penalty: 4771.188965
	Iteration 40F: 3 clusters Score -1722914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1722921.000000 Penalty: 4771.188965
	Iteration 41Q: 3 clusters Score -1722921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1722922.500000 Penalty: 4771.188965
	Iteration 42Q: 3 clusters Score -1722922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1722926.250000 Penalty: 4771.188965
	Iteration 43Q: 3 clusters Score -1722926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1722927.625000 Penalty: 4771.188965
	Iteration 44Q: 3 clusters Score -1722928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1722931.875000 Penalty: 4771.188965
	Iteration 45Q: 3 clusters Score -1722932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1722935.125000 Penalty: 4771.188965
	Iteration 46Q: 3 clusters Score -1722935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1722937.500000 Penalty: 4771.188965
	Iteration 47Q: 3 clusters Score -1722938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1722939.750000 Penalty: 4771.188965
	Iteration 48Q: 3 clusters Score -1722940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1722940.625000 Penalty: 4771.188965
	Iteration 49Q: 3 clusters Score -1722941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1722943.750000 Penalty: 4771.188965
	Iteration 50Q: 3 clusters Score -1722944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1722943.500000 Penalty: 4771.188965
	Iteration 51Q: 3 clusters Score -1722944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1722948.125000 Penalty: 4771.188965
	Iteration 52Q: 3 clusters Score -1722948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1722949.375000 Penalty: 4771.188965
	Iteration 53Q: 3 clusters Score -1722949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1722954.375000 Penalty: 4771.188965
	Iteration 54Q: 3 clusters Score -1722954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1722956.750000 Penalty: 4771.188965
	Iteration 55Q: 3 clusters Score -1722957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1722958.625000 Penalty: 4771.188965
	Iteration 56Q: 3 clusters Score -1722959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1722958.375000 Penalty: 4771.188965
	Iteration 57Q: 3 clusters Score -1722958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1722957.750000 Penalty: 4771.188965
	Iteration 58Q: 3 clusters Score -1722958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1722958.500000 Penalty: 4771.188965
	Iteration 59Q: 3 clusters Score -1722958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1722964.125000 Penalty: 4771.188965
	Iteration 60F: 3 clusters Score -1722964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1722964.875000 Penalty: 4771.188965
	Iteration 61Q: 3 clusters Score -1722965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1722966.000000 Penalty: 4771.188965
	Iteration 62Q: 3 clusters Score -1722966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1722967.875000 Penalty: 4771.188965
	Iteration 63Q: 3 clusters Score -1722968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1722970.000000 Penalty: 4771.188965
	Iteration 64Q: 3 clusters Score -1722970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1722970.125000 Penalty: 4771.188965
	Iteration 65Q: 3 clusters Score -1722970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1722971.375000 Penalty: 4771.188965
	Iteration 66Q: 3 clusters Score -1722971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1722971.375000 Penalty: 4771.188965
	Iteration 67F: 3 clusters Score -1722971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -22377.708984 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -22377.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21217.324219 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -21217.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21324.343750 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -21324.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21391.187500 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -21391.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21432.779297 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -21432.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21468.431641 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -21468.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21475.445312 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -21475.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21492.902344 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -21492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21508.558594 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -21508.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21539.126953 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -21539.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21554.839844 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -21554.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21564.146484 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -21564.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21582.335938 Penalty: 2769.414062
	Iteration 11Q: 3 clusters Score -21582.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21586.847656 Penalty: 2769.414062
	Iteration 12Q: 3 clusters Score -21586.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21586.847656 Penalty: 2769.414062
	Iteration 13F: 3 clusters Score -21586.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Entering Unmasked Estep 
Score: -6309279.000000 Penalty: 2714.736328
	Iteration 0F: 2 clusters Score -6309279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -6270964.000000 Penalty: 5429.472656
	Iteration 0F: 3 clusters Score -6270964 nChanged 26314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6285715.000000 Penalty: 5429.472656
	Iteration 1F: 3 clusters Score -6285715 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -6286235.000000 Penalty: 5429.472656
	Iteration 2Q: 3 clusters Score -6286235 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -6286819.500000 Penalty: 5429.472656
	Iteration 3Q: 3 clusters Score -6286820 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6287579.000000 Penalty: 5429.472656
	Iteration 4Q: 3 clusters Score -6287579 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6288600.000000 Penalty: 5429.472656
	Iteration 5Q: 3 clusters Score -6288600 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -6290113.500000 Penalty: 5429.472656
	Iteration 6Q: 3 clusters Score -6290114 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -6292116.500000 Penalty: 5429.472656
	Iteration 7F: 3 clusters Score -6292116 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -6294915.000000 Penalty: 5429.472656
	Iteration 8F: 3 clusters Score -6294915 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -6298079.500000 Penalty: 5429.472656
	Iteration 9F: 3 clusters Score -6298080 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6300980.000000 Penalty: 5429.472656
	Iteration 10F: 3 clusters Score -6300980 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -6303176.000000 Penalty: 5429.472656
	Iteration 11Q: 3 clusters Score -6303176 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -6304643.500000 Penalty: 5429.472656
	Iteration 12Q: 3 clusters Score -6304644 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6305612.500000 Penalty: 5429.472656
	Iteration 13Q: 3 clusters Score -6305612 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -6306222.500000 Penalty: 5429.472656
	Iteration 14Q: 3 clusters Score -6306222 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6306570.500000 Penalty: 5429.472656
	Iteration 15Q: 3 clusters Score -6306570 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -6306772.000000 Penalty: 5429.472656
	Iteration 16Q: 3 clusters Score -6306772 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -6306899.500000 Penalty: 5429.472656
	Iteration 17Q: 3 clusters Score -6306900 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -6306996.000000 Penalty: 5429.472656
	Iteration 18Q: 3 clusters Score -6306996 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -6307060.500000 Penalty: 5429.472656
	Iteration 19Q: 3 clusters Score -6307060 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -6307111.000000 Penalty: 5429.472656
	Iteration 20F: 3 clusters Score -6307111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -6307126.500000 Penalty: 5429.472656
	Iteration 21Q: 3 clusters Score -6307126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -6307144.000000 Penalty: 5429.472656
	Iteration 22Q: 3 clusters Score -6307144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -6307166.000000 Penalty: 5429.472656
	Iteration 23Q: 3 clusters Score -6307166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -6307186.500000 Penalty: 5429.472656
	Iteration 24Q: 3 clusters Score -6307186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -6307200.500000 Penalty: 5429.472656
	Iteration 25Q: 3 clusters Score -6307200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -6307210.000000 Penalty: 5429.472656
	Iteration 26Q: 3 clusters Score -6307210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -6307214.500000 Penalty: 5429.472656
	Iteration 27Q: 3 clusters Score -6307214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -6307226.000000 Penalty: 5429.472656
	Iteration 28Q: 3 clusters Score -6307226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6307243.000000 Penalty: 5429.472656
	Iteration 29Q: 3 clusters Score -6307243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -6307238.500000 Penalty: 5429.472656
	Iteration 30Q: 3 clusters Score -6307238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -6307242.000000 Penalty: 5429.472656
	Iteration 31Q: 3 clusters Score -6307242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6307262.000000 Penalty: 5429.472656
	Iteration 32Q: 3 clusters Score -6307262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6307268.000000 Penalty: 5429.472656
	Iteration 33Q: 3 clusters Score -6307268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -6307277.000000 Penalty: 5429.472656
	Iteration 34Q: 3 clusters Score -6307277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -6307285.500000 Penalty: 5429.472656
	Iteration 35Q: 3 clusters Score -6307286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6307292.000000 Penalty: 5429.472656
	Iteration 36Q: 3 clusters Score -6307292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -6307289.500000 Penalty: 5429.472656
	Iteration 37Q: 3 clusters Score -6307290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6307296.000000 Penalty: 5429.472656
	Iteration 38Q: 3 clusters Score -6307296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -6307305.500000 Penalty: 5429.472656
	Iteration 39Q: 3 clusters Score -6307306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6307303.500000 Penalty: 5429.472656
	Iteration 40F: 3 clusters Score -6307304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6307303.000000 Penalty: 5429.472656
	Iteration 41Q: 3 clusters Score -6307303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -6307305.500000 Penalty: 5429.472656
	Iteration 42Q: 3 clusters Score -6307306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -6307302.000000 Penalty: 5429.472656
	Iteration 43Q: 3 clusters Score -6307302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -6307307.000000 Penalty: 5429.472656
	Iteration 44Q: 3 clusters Score -6307307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -6307299.500000 Penalty: 5429.472656
	Iteration 45Q: 3 clusters Score -6307300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -6307307.500000 Penalty: 5429.472656
	Iteration 46Q: 3 clusters Score -6307308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -6307309.500000 Penalty: 5429.472656
	Iteration 47Q: 3 clusters Score -6307310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6307310.000000 Penalty: 5429.472656
	Iteration 48Q: 3 clusters Score -6307310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6307310.000000 Penalty: 5429.472656
	Iteration 49F: 3 clusters Score -6307310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -253675.859375 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -253675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -250807.921875 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -250807.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -251371.890625 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -251371.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251526.921875 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -251526.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -251637.640625 Penalty: 3847.497314
	Iteration 3F: 3 clusters Score -251637.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -251710.203125 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -251710.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -251765.453125 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -251765.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -251819.296875 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -251819.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251874.625000 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -251874.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -251936.859375 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -251936.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -251984.671875 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -251984.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -252023.187500 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -252023.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -252067.953125 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -252068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -252099.937500 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -252099.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252134.375000 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -252134.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -252176.031250 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -252176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -252228.656250 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -252228.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -252277.531250 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -252277.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -252313.921875 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -252313.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -252343.859375 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -252343.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -252361.953125 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -252362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -252382.656250 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -252382.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -252399.234375 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -252399.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -252417.156250 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -252417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -252432.234375 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -252432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -252441.984375 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -252442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -252448.781250 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -252448.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -252456.625000 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -252456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -252464.437500 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -252464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -252473.578125 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -252473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252476.843750 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -252476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252479.734375 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -252479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252481.484375 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -252481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -252483.671875 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -252483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -252484.828125 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -252484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -252485.562500 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -252485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -252489.031250 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -252489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -252494.312500 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -252494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -252498.296875 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -252498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -252501.046875 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -252501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -252502.296875 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -252502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252503.734375 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -252503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -275081.312500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -275081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -272100.531250 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -272100.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -272622.093750 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272622.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -272767.906250 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272767.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272859.875000 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272859.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -272933.093750 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272933.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -272978.093750 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272978.1 nChanged 37
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: -273003.281250 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -273003.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -273021.437500 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -273021.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -273035.812500 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -273035.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273046.781250 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -273046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -273056.000000 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -273056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -273065.062500 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -273065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -273074.750000 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -273082.093750 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273092.875000 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273092.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -273105.593750 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273105.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -273116.218750 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -273120.562500 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -273129.187500 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -273143.000000 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -273162.531250 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273162.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -273190.968750 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -273191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -273217.937500 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -273217.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -273244.781250 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -273244.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -273266.593750 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -273266.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -273282.625000 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -273282.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -273297.312500 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -273297.3 nChanged 17
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: -273313.000000 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -273313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -273336.906250 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -273336.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -273370.843750 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -273370.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -273402.750000 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -273402.8 nChanged 27
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: -273419.750000 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -273419.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273432.593750 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -273432.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273453.625000 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -273453.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273480.937500 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -273480.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273497.937500 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -273497.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -273509.875000 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -273509.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273520.843750 Penalty: 3879.535156
	Iteration 37Q: 3 clusters Score -273520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -273532.906250 Penalty: 3879.535156
	Iteration 38Q: 3 clusters Score -273532.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -273539.625000 Penalty: 3879.535156
	Iteration 39Q: 3 clusters Score -273539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -273545.906250 Penalty: 3879.535156
	Iteration 40F: 3 clusters Score -273545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -273552.687500 Penalty: 3879.535156
	Iteration 41Q: 3 clusters Score -273552.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -273561.062500 Penalty: 3879.535156
	Iteration 42Q: 3 clusters Score -273561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -273567.093750 Penalty: 3879.535156
	Iteration 43Q: 3 clusters Score -273567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -273571.031250 Penalty: 3879.535156
	Iteration 44Q: 3 clusters Score -273571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -273575.062500 Penalty: 3879.535156
	Iteration 45Q: 3 clusters Score -273575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -273576.531250 Penalty: 3879.535156
	Iteration 46Q: 3 clusters Score -273576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -273578.250000 Penalty: 3879.535156
	Iteration 47Q: 3 clusters Score -273578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -273580.875000 Penalty: 3879.535156
	Iteration 48Q: 3 clusters Score -273580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -273583.468750 Penalty: 3879.535156
	Iteration 49Q: 3 clusters Score -273583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -273585.906250 Penalty: 3879.535156
	Iteration 50Q: 3 clusters Score -273585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -273587.031250 Penalty: 3879.535156
	Iteration 51Q: 3 clusters Score -273587 nChanged 3
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: -273589.093750 Penalty: 3879.535156
	Iteration 52Q: 3 clusters Score -273589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -273591.031250 Penalty: 3879.535156
	Iteration 53Q: 3 clusters Score -273591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -273593.625000 Penalty: 3879.535156
	Iteration 54Q: 3 clusters Score -273593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -273597.406250 Penalty: 3879.535156
	Iteration 55Q: 3 clusters Score -273597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -273599.687500 Penalty: 3879.535156
	Iteration 56Q: 3 clusters Score -273599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -273600.250000 Penalty: 3879.535156
	Iteration 57Q: 3 clusters Score -273600.2 nChanged 6
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: -273603.562500 Penalty: 3879.535156
	Iteration 58Q: 3 clusters Score -273603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -273605.812500 Penalty: 3879.535156
	Iteration 59Q: 3 clusters Score -273605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -273611.062500 Penalty: 3879.535156
	Iteration 60F: 3 clusters Score -273611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -273616.656250 Penalty: 3879.535156
	Iteration 61Q: 3 clusters Score -273616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -273623.687500 Penalty: 3879.535156
	Iteration 62Q: 3 clusters Score -273623.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -273628.781250 Penalty: 3879.535156
	Iteration 63Q: 3 clusters Score -273628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -273633.500000 Penalty: 3879.535156
	Iteration 64Q: 3 clusters Score -273633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -273637.375000 Penalty: 3879.535156
	Iteration 65Q: 3 clusters Score -273637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -273641.406250 Penalty: 3879.535156
	Iteration 66Q: 3 clusters Score -273641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -273643.531250 Penalty: 3879.535156
	Iteration 67Q: 3 clusters Score -273643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -273644.406250 Penalty: 3879.535156
	Iteration 68Q: 3 clusters Score -273644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -273646.250000 Penalty: 3879.535156
	Iteration 69Q: 3 clusters Score -273646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -273651.593750 Penalty: 3879.535156
	Iteration 70Q: 3 clusters Score -273651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -273656.312500 Penalty: 3879.535156
	Iteration 71Q: 3 clusters Score -273656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -273658.375000 Penalty: 3879.535156
	Iteration 72Q: 3 clusters Score -273658.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -273658.375000 Penalty: 3879.535156
	Iteration 73F: 3 clusters Score -273658.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -3843804.500000 Penalty: 2591.022461
	Iteration 0F: 2 clusters Score -3843804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3820322.500000 Penalty: 5182.044922
	Iteration 0F: 3 clusters Score -3820322 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3829082.500000 Penalty: 5182.044922
	Iteration 1F: 3 clusters Score -3829082 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3829684.000000 Penalty: 5182.044922
	Iteration 2Q: 3 clusters Score -3829684 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3830277.250000 Penalty: 5182.044922
	Iteration 3Q: 3 clusters Score -3830277 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3831023.250000 Penalty: 5182.044922
	Iteration 4Q: 3 clusters Score -3831023 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3831922.000000 Penalty: 5182.044922
	Iteration 5F: 3 clusters Score -3831922 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3833014.000000 Penalty: 5182.044922
	Iteration 6F: 3 clusters Score -3833014 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3834201.000000 Penalty: 5182.044922
	Iteration 7F: 3 clusters Score -3834201 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3835379.750000 Penalty: 5182.044922
	Iteration 8F: 3 clusters Score -3835380 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3836425.500000 Penalty: 5182.044922
	Iteration 9Q: 3 clusters Score -3836426 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3837213.000000 Penalty: 5182.044922
	Iteration 10Q: 3 clusters Score -3837213 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3837861.500000 Penalty: 5182.044922
	Iteration 11Q: 3 clusters Score -3837862 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3838387.000000 Penalty: 5182.044922
	Iteration 12Q: 3 clusters Score -3838387 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3838784.750000 Penalty: 5182.044922
	Iteration 13Q: 3 clusters Score -3838785 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3839127.750000 Penalty: 5182.044922
	Iteration 14Q: 3 clusters Score -3839128 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3839410.000000 Penalty: 5182.044922
	Iteration 15Q: 3 clusters Score -3839410 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3839682.750000 Penalty: 5182.044922
	Iteration 16Q: 3 clusters Score -3839683 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3839935.500000 Penalty: 5182.044922
	Iteration 17Q: 3 clusters Score -3839936 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3840185.000000 Penalty: 5182.044922
	Iteration 18Q: 3 clusters Score -3840185 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3840448.500000 Penalty: 5182.044922
	Iteration 19Q: 3 clusters Score -3840448 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3840723.000000 Penalty: 5182.044922
	Iteration 20F: 3 clusters Score -3840723 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3840973.750000 Penalty: 5182.044922
	Iteration 21Q: 3 clusters Score -3840974 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3841198.750000 Penalty: 5182.044922
	Iteration 22Q: 3 clusters Score -3841199 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3841380.750000 Penalty: 5182.044922
	Iteration 23Q: 3 clusters Score -3841381 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3841498.000000 Penalty: 5182.044922
	Iteration 24Q: 3 clusters Score -3841498 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3841607.250000 Penalty: 5182.044922
	Iteration 25Q: 3 clusters Score -3841607 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3841705.250000 Penalty: 5182.044922
	Iteration 26Q: 3 clusters Score -3841705 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3841773.500000 Penalty: 5182.044922
	Iteration 27Q: 3 clusters Score -3841774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3841831.500000 Penalty: 5182.044922
	Iteration 28Q: 3 clusters Score -3841832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3841866.500000 Penalty: 5182.044922
	Iteration 29Q: 3 clusters Score -3841866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3841897.750000 Penalty: 5182.044922
	Iteration 30Q: 3 clusters Score -3841898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3841930.500000 Penalty: 5182.044922
	Iteration 31Q: 3 clusters Score -3841930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3841954.000000 Penalty: 5182.044922
	Iteration 32Q: 3 clusters Score -3841954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3841972.000000 Penalty: 5182.044922
	Iteration 33Q: 3 clusters Score -3841972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3841980.000000 Penalty: 5182.044922
	Iteration 34Q: 3 clusters Score -3841980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3841999.000000 Penalty: 5182.044922
	Iteration 35Q: 3 clusters Score -3841999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3842014.250000 Penalty: 5182.044922
	Iteration 36Q: 3 clusters Score -3842014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3842032.000000 Penalty: 5182.044922
	Iteration 37Q: 3 clusters Score -3842032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3842034.000000 Penalty: 5182.044922
	Iteration 38Q: 3 clusters Score -3842034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3842038.500000 Penalty: 5182.044922
	Iteration 39Q: 3 clusters Score -3842038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3842041.750000 Penalty: 5182.044922
	Iteration 40F: 3 clusters Score -3842042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3842046.500000 Penalty: 5182.044922
	Iteration 41Q: 3 clusters Score -3842046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3842054.500000 Penalty: 5182.044922
	Iteration 42Q: 3 clusters Score -3842054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3842050.500000 Penalty: 5182.044922
	Iteration 43Q: 3 clusters Score -3842050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3842056.250000 Penalty: 5182.044922
	Iteration 44Q: 3 clusters Score -3842056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3842065.000000 Penalty: 5182.044922
	Iteration 45Q: 3 clusters Score -3842065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3842063.250000 Penalty: 5182.044922
	Iteration 46Q: 3 clusters Score -3842063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3842073.250000 Penalty: 5182.044922
	Iteration 47Q: 3 clusters Score -3842073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3842074.000000 Penalty: 5182.044922
	Iteration 48Q: 3 clusters Score -3842074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3842083.750000 Penalty: 5182.044922
	Iteration 49Q: 3 clusters Score -3842084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3842088.000000 Penalty: 5182.044922
	Iteration 50Q: 3 clusters Score -3842088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3842100.000000 Penalty: 5182.044922
	Iteration 51Q: 3 clusters Score -3842100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3842105.750000 Penalty: 5182.044922
	Iteration 52Q: 3 clusters Score -3842106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3842102.500000 Penalty: 5182.044922
	Iteration 53Q: 3 clusters Score -3842102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3842103.750000 Penalty: 5182.044922
	Iteration 54Q: 3 clusters Score -3842104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3842114.500000 Penalty: 5182.044922
	Iteration 55Q: 3 clusters Score -3842114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3842126.000000 Penalty: 5182.044922
	Iteration 56Q: 3 clusters Score -3842126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3842126.000000 Penalty: 5182.044922
	Iteration 57Q: 3 clusters Score -3842126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3842129.000000 Penalty: 5182.044922
	Iteration 58Q: 3 clusters Score -3842129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3842131.250000 Penalty: 5182.044922
	Iteration 59Q: 3 clusters Score -3842131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3842129.500000 Penalty: 5182.044922
	Iteration 60F: 3 clusters Score -3842130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3842131.750000 Penalty: 5182.044922
	Iteration 61Q: 3 clusters Score -3842132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3842131.500000 Penalty: 5182.044922
	Iteration 62Q: 3 clusters Score -3842132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3842130.000000 Penalty: 5182.044922
	Iteration 63Q: 3 clusters Score -3842130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3842133.000000 Penalty: 5182.044922
	Iteration 64Q: 3 clusters Score -3842133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3842131.750000 Penalty: 5182.044922
	Iteration 65Q: 3 clusters Score -3842132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3842132.500000 Penalty: 5182.044922
	Iteration 66Q: 3 clusters Score -3842132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3842134.000000 Penalty: 5182.044922
	Iteration 67Q: 3 clusters Score -3842134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3842134.000000 Penalty: 5182.044922
	Iteration 68F: 3 clusters Score -3842134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -334227.843750 Penalty: 1982.836060
	Iteration 0F: 2 clusters Score -334227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -330984.406250 Penalty: 3965.672119
	Iteration 0F: 3 clusters Score -330984.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -331570.031250 Penalty: 3965.672119
	Iteration 1F: 3 clusters Score -331570 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -331707.562500 Penalty: 3965.672119
	Iteration 2F: 3 clusters Score -331707.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -331791.906250 Penalty: 3965.672119
	Iteration 3Q: 3 clusters Score -331791.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -331851.812500 Penalty: 3965.672119
	Iteration 4Q: 3 clusters Score -331851.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -331896.781250 Penalty: 3965.672119
	Iteration 5Q: 3 clusters Score -331896.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -331934.968750 Penalty: 3965.672119
	Iteration 6Q: 3 clusters Score -331935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -331960.468750 Penalty: 3965.672119
	Iteration 7Q: 3 clusters Score -331960.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -331977.281250 Penalty: 3965.672119
	Iteration 8Q: 3 clusters Score -331977.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -331992.125000 Penalty: 3965.672119
	Iteration 9Q: 3 clusters Score -331992.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -332004.156250 Penalty: 3965.672119
	Iteration 10Q: 3 clusters Score -332004.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -332014.312500 Penalty: 3965.672119
	Iteration 11Q: 3 clusters Score -332014.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -332024.750000 Penalty: 3965.672119
	Iteration 12Q: 3 clusters Score -332024.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -332033.406250 Penalty: 3965.672119
	Iteration 13Q: 3 clusters Score -332033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -332038.593750 Penalty: 3965.672119
	Iteration 14Q: 3 clusters Score -332038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -332041.250000 Penalty: 3965.672119
	Iteration 15Q: 3 clusters Score -332041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -332045.687500 Penalty: 3965.672119
	Iteration 16Q: 3 clusters Score -332045.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -332047.781250 Penalty: 3965.672119
	Iteration 17Q: 3 clusters Score -332047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -332048.093750 Penalty: 3965.672119
	Iteration 18Q: 3 clusters Score -332048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -332049.468750 Penalty: 3965.672119
	Iteration 19Q: 3 clusters Score -332049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -332051.062500 Penalty: 3965.672119
	Iteration 20F: 3 clusters Score -332051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -332054.156250 Penalty: 3965.672119
	Iteration 21Q: 3 clusters Score -332054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -332056.000000 Penalty: 3965.672119
	Iteration 22Q: 3 clusters Score -332056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -332057.718750 Penalty: 3965.672119
	Iteration 23Q: 3 clusters Score -332057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -332060.875000 Penalty: 3965.672119
	Iteration 24Q: 3 clusters Score -332060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -332064.250000 Penalty: 3965.672119
	Iteration 25Q: 3 clusters Score -332064.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -332068.375000 Penalty: 3965.672119
	Iteration 26Q: 3 clusters Score -332068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -332069.312500 Penalty: 3965.672119
	Iteration 27Q: 3 clusters Score -332069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -332070.750000 Penalty: 3965.672119
	Iteration 28Q: 3 clusters Score -332070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -332071.031250 Penalty: 3965.672119
	Iteration 29Q: 3 clusters Score -332071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -332071.656250 Penalty: 3965.672119
	Iteration 30Q: 3 clusters Score -332071.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -332071.656250 Penalty: 3965.672119
	Iteration 31F: 3 clusters Score -332071.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -54952.312500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -54952.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53349.109375 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -53349.11 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53565.316406 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -53565.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53655.253906 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -53655.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53730.097656 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -53730.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53786.511719 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -53786.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53855.410156 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -53855.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53934.328125 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -53934.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53974.644531 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -53974.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53989.742188 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -53989.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54005.988281 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -54005.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54031.632812 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -54031.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54068.683594 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -54068.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54115.675781 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -54115.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54135.457031 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -54135.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54169.097656 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -54169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54197.152344 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -54197.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54216.859375 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -54216.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54233.906250 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -54233.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54267.593750 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -54267.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54292.078125 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -54292.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54301.976562 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -54301.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54321.914062 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -54321.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54339.335938 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -54339.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54348.191406 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -54348.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54365.316406 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -54365.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54380.304688 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -54380.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54397.570312 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -54397.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54424.742188 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -54424.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54439.000000 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -54439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54454.464844 Penalty: 3143.942627
	Iteration 29Q: 3 clusters Score -54454.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54483.152344 Penalty: 3143.942627
	Iteration 30Q: 3 clusters Score -54483.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54492.097656 Penalty: 3143.942627
	Iteration 31Q: 3 clusters Score -54492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54497.132812 Penalty: 3143.942627
	Iteration 32Q: 3 clusters Score -54497.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54497.132812 Penalty: 3143.942627
	Iteration 33F: 3 clusters Score -54497.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -475423.843750 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -475423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -471114.218750 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -471114.2 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -472390.375000 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -472390.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -472794.906250 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -472794.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -473254.375000 Penalty: 4194.786133
	Iteration 3F: 3 clusters Score -473254.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -473743.781250 Penalty: 4194.786133
	Iteration 4F: 3 clusters Score -473743.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -474123.312500 Penalty: 4194.786133
	Iteration 5F: 3 clusters Score -474123.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -474325.906250 Penalty: 4194.786133
	Iteration 6Q: 3 clusters Score -474325.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -474464.406250 Penalty: 4194.786133
	Iteration 7Q: 3 clusters Score -474464.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -474598.625000 Penalty: 4194.786133
	Iteration 8Q: 3 clusters Score -474598.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -474741.031250 Penalty: 4194.786133
	Iteration 9Q: 3 clusters Score -474741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -474876.000000 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -474876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -474990.250000 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -474990.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -475079.593750 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -475079.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -475158.875000 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -475158.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -475234.718750 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -475234.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -475305.750000 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -475305.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -475364.218750 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -475364.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -475417.562500 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -475417.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -475475.125000 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -475475.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -475533.093750 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -475533.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -475602.812500 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -475602.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -475653.375000 Penalty: 4194.786133
	Iteration 21Q: 3 clusters Score -475653.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -475683.500000 Penalty: 4194.786133
	Iteration 22Q: 3 clusters Score -475683.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -475712.718750 Penalty: 4194.786133
	Iteration 23Q: 3 clusters Score -475712.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -475737.000000 Penalty: 4194.786133
	Iteration 24Q: 3 clusters Score -475737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -475755.187500 Penalty: 4194.786133
	Iteration 25Q: 3 clusters Score -475755.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -475783.843750 Penalty: 4194.786133
	Iteration 26Q: 3 clusters Score -475783.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -475820.031250 Penalty: 4194.786133
	Iteration 27Q: 3 clusters Score -475820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -475853.062500 Penalty: 4194.786133
	Iteration 28Q: 3 clusters Score -475853.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -475884.062500 Penalty: 4194.786133
	Iteration 29Q: 3 clusters Score -475884.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -475912.187500 Penalty: 4194.786133
	Iteration 30Q: 3 clusters Score -475912.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -475928.656250 Penalty: 4194.786133
	Iteration 31Q: 3 clusters Score -475928.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -475939.968750 Penalty: 4194.786133
	Iteration 32Q: 3 clusters Score -475940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -475943.937500 Penalty: 4194.786133
	Iteration 33Q: 3 clusters Score -475943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -475948.656250 Penalty: 4194.786133
	Iteration 34Q: 3 clusters Score -475948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -475953.500000 Penalty: 4194.786133
	Iteration 35Q: 3 clusters Score -475953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -475959.750000 Penalty: 4194.786133
	Iteration 36Q: 3 clusters Score -475959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -475961.156250 Penalty: 4194.786133
	Iteration 37Q: 3 clusters Score -475961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -475963.875000 Penalty: 4194.786133
	Iteration 38Q: 3 clusters Score -475963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -475969.812500 Penalty: 4194.786133
	Iteration 39Q: 3 clusters Score -475969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -475973.656250 Penalty: 4194.786133
	Iteration 40F: 3 clusters Score -475973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -475976.125000 Penalty: 4194.786133
	Iteration 41Q: 3 clusters Score -475976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -475979.562500 Penalty: 4194.786133
	Iteration 42Q: 3 clusters Score -475979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -475983.812500 Penalty: 4194.786133
	Iteration 43Q: 3 clusters Score -475983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -475986.843750 Penalty: 4194.786133
	Iteration 44Q: 3 clusters Score -475986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -475989.375000 Penalty: 4194.786133
	Iteration 45Q: 3 clusters Score -475989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -475990.656250 Penalty: 4194.786133
	Iteration 46Q: 3 clusters Score -475990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -475990.656250 Penalty: 4194.786133
	Iteration 47F: 3 clusters Score -475990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 1197 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344951 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 3512 members 
Entering Unmasked Estep 
Score: -110909528.000000 Penalty: 147466.703125
Splitting cluster 29 changes total score from -110910560.000000 to -110909528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -963700.812500 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -963700.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -957073.625000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -957073.6 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -958837.500000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -958837.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -959085.687500 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -959085.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -959258.500000 Penalty: 4476.208008
	Iteration 3Q: 3 clusters Score -959258.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -959393.625000 Penalty: 4476.208008
	Iteration 4Q: 3 clusters Score -959393.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -959489.062500 Penalty: 4476.208008
	Iteration 5Q: 3 clusters Score -959489.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -959590.625000 Penalty: 4476.208008
	Iteration 6Q: 3 clusters Score -959590.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -959694.750000 Penalty: 4476.208008
	Iteration 7Q: 3 clusters Score -959694.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -959804.375000 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -959804.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -959938.500000 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -959938.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -960085.250000 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -960085.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -960280.687500 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -960280.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -960506.125000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -960506.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -960745.812500 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -960745.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -960962.937500 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -960962.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -961146.250000 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -961146.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -961322.500000 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -961322.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -961436.250000 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -961436.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -961523.062500 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -961523.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -961598.562500 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -961598.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -961662.250000 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -961662.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -961701.062500 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -961701.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -961728.000000 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -961728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -961744.562500 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -961744.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -961763.375000 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -961763.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -961779.250000 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -961779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -961789.000000 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -961789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -961793.000000 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -961793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -961797.937500 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -961797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -961797.937500 Penalty: 4476.208008
	Iteration 29F: 3 clusters Score -961797.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47086.335938 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -47086.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45548.914062 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -45548.91 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45846.546875 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -45846.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46230.421875 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -46230.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46613.578125 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -46613.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46813.562500 Penalty: 3132.417725
	Iteration 4F: 3 clusters Score -46813.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46910.792969 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -46910.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46994.046875 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -46994.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47025.515625 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -47025.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47027.707031 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -47027.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47030.570312 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -47030.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47046.152344 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -47046.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47079.476562 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -47079.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47094.023438 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -47094.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47101.367188 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -47101.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47114.246094 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -47114.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47114.246094 Penalty: 3132.417725
	Iteration 15F: 3 clusters Score -47114.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344951 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 158 members 
Entering Unmasked Estep 
Score: -110908760.000000 Penalty: 147466.703125
Splitting cluster 31 changes total score from -110910560.000000 to -110908760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -53886.933594 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -53886.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52382.226562 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -52382.23 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52800.449219 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -52800.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53121.917969 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -53121.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53525.992188 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -53525.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -53851.218750 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -53851.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54090.781250 Penalty: 3176.993408
	Iteration 5F: 3 clusters Score -54090.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54160.445312 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -54160.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -54200.027344 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -54200.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54217.886719 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -54217.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54236.839844 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -54236.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54236.839844 Penalty: 3176.993408
	Iteration 10F: 3 clusters Score -54236.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 131 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 344951 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 474 members 
Entering Unmasked Estep 
Score: -110909080.000000 Penalty: 147466.703125
Splitting cluster 32 changes total score from -110910560.000000 to -110909080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -706740.125000 Penalty: 2171.579102
	Iteration 0F: 2 clusters Score -706740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -701375.125000 Penalty: 4343.158203
	Iteration 0F: 3 clusters Score -701375.1 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -702905.000000 Penalty: 4343.158203
	Iteration 1F: 3 clusters Score -702905 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -703352.125000 Penalty: 4343.158203
	Iteration 2F: 3 clusters Score -703352.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -703676.312500 Penalty: 4343.158203
	Iteration 3F: 3 clusters Score -703676.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -703913.750000 Penalty: 4343.158203
	Iteration 4F: 3 clusters Score -703913.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -704138.687500 Penalty: 4343.158203
	Iteration 5Q: 3 clusters Score -704138.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -704390.250000 Penalty: 4343.158203
	Iteration 6F: 3 clusters Score -704390.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -704624.625000 Penalty: 4343.158203
	Iteration 7Q: 3 clusters Score -704624.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -704866.812500 Penalty: 4343.158203
	Iteration 8Q: 3 clusters Score -704866.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -705093.500000 Penalty: 4343.158203
	Iteration 9Q: 3 clusters Score -705093.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -705263.562500 Penalty: 4343.158203
	Iteration 10Q: 3 clusters Score -705263.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -705414.375000 Penalty: 4343.158203
	Iteration 11Q: 3 clusters Score -705414.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -705525.625000 Penalty: 4343.158203
	Iteration 12Q: 3 clusters Score -705525.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -705600.750000 Penalty: 4343.158203
	Iteration 13Q: 3 clusters Score -705600.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -705667.000000 Penalty: 4343.158203
	Iteration 14Q: 3 clusters Score -705667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -705718.125000 Penalty: 4343.158203
	Iteration 15Q: 3 clusters Score -705718.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -705767.062500 Penalty: 4343.158203
	Iteration 16Q: 3 clusters Score -705767.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -705811.125000 Penalty: 4343.158203
	Iteration 17Q: 3 clusters Score -705811.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -705857.125000 Penalty: 4343.158203
	Iteration 18Q: 3 clusters Score -705857.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -705889.500000 Penalty: 4343.158203
	Iteration 19Q: 3 clusters Score -705889.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -705920.250000 Penalty: 4343.158203
	Iteration 20F: 3 clusters Score -705920.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -705938.750000 Penalty: 4343.158203
	Iteration 21Q: 3 clusters Score -705938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -705956.937500 Penalty: 4343.158203
	Iteration 22Q: 3 clusters Score -705956.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -705971.562500 Penalty: 4343.158203
	Iteration 23Q: 3 clusters Score -705971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -705982.750000 Penalty: 4343.158203
	Iteration 24Q: 3 clusters Score -705982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -705991.187500 Penalty: 4343.158203
	Iteration 25Q: 3 clusters Score -705991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -706003.875000 Penalty: 4343.158203
	Iteration 26Q: 3 clusters Score -706003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -706015.937500 Penalty: 4343.158203
	Iteration 27Q: 3 clusters Score -706015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -706020.000000 Penalty: 4343.158203
	Iteration 28Q: 3 clusters Score -706020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -706027.437500 Penalty: 4343.158203
	Iteration 29Q: 3 clusters Score -706027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -706034.500000 Penalty: 4343.158203
	Iteration 30Q: 3 clusters Score -706034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -706038.000000 Penalty: 4343.158203
	Iteration 31Q: 3 clusters Score -706038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -706043.500000 Penalty: 4343.158203
	Iteration 32Q: 3 clusters Score -706043.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -706048.500000 Penalty: 4343.158203
	Iteration 33Q: 3 clusters Score -706048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -706052.187500 Penalty: 4343.158203
	Iteration 34Q: 3 clusters Score -706052.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -706056.062500 Penalty: 4343.158203
	Iteration 35Q: 3 clusters Score -706056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -706057.375000 Penalty: 4343.158203
	Iteration 36Q: 3 clusters Score -706057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -706057.812500 Penalty: 4343.158203
	Iteration 37Q: 3 clusters Score -706057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -706057.812500 Penalty: 4343.158203
	Iteration 38F: 3 clusters Score -706057.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Entering Unmasked Estep 
Score: -805006.750000 Penalty: 2206.082031
	Iteration 0F: 2 clusters Score -805006.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -799055.625000 Penalty: 4412.164062
	Iteration 0F: 3 clusters Score -799055.6 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -800618.312500 Penalty: 4412.164062
	Iteration 1F: 3 clusters Score -800618.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -800841.875000 Penalty: 4412.164062
	Iteration 2F: 3 clusters Score -800841.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -801003.062500 Penalty: 4412.164062
	Iteration 3Q: 3 clusters Score -801003.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -801166.250000 Penalty: 4412.164062
	Iteration 4Q: 3 clusters Score -801166.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -801371.562500 Penalty: 4412.164062
	Iteration 5Q: 3 clusters Score -801371.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -801608.875000 Penalty: 4412.164062
	Iteration 6Q: 3 clusters Score -801608.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -801832.000000 Penalty: 4412.164062
	Iteration 7Q: 3 clusters Score -801832 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -802033.687500 Penalty: 4412.164062
	Iteration 8Q: 3 clusters Score -802033.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -802244.750000 Penalty: 4412.164062
	Iteration 9Q: 3 clusters Score -802244.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -802459.187500 Penalty: 4412.164062
	Iteration 10Q: 3 clusters Score -802459.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -802691.937500 Penalty: 4412.164062
	Iteration 11Q: 3 clusters Score -802691.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -802932.125000 Penalty: 4412.164062
	Iteration 12Q: 3 clusters Score -802932.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -803192.437500 Penalty: 4412.164062
	Iteration 13Q: 3 clusters Score -803192.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -803475.437500 Penalty: 4412.164062
	Iteration 14Q: 3 clusters Score -803475.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -803711.312500 Penalty: 4412.164062
	Iteration 15Q: 3 clusters Score -803711.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -803820.312500 Penalty: 4412.164062
	Iteration 16Q: 3 clusters Score -803820.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -803887.312500 Penalty: 4412.164062
	Iteration 17Q: 3 clusters Score -803887.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -803929.375000 Penalty: 4412.164062
	Iteration 18Q: 3 clusters Score -803929.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -803962.125000 Penalty: 4412.164062
	Iteration 19Q: 3 clusters Score -803962.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -804007.812500 Penalty: 4412.164062
	Iteration 20F: 3 clusters Score -804007.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -804063.312500 Penalty: 4412.164062
	Iteration 21Q: 3 clusters Score -804063.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -804112.875000 Penalty: 4412.164062
	Iteration 22Q: 3 clusters Score -804112.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -804163.812500 Penalty: 4412.164062
	Iteration 23Q: 3 clusters Score -804163.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -804205.937500 Penalty: 4412.164062
	Iteration 24Q: 3 clusters Score -804205.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -804240.625000 Penalty: 4412.164062
	Iteration 25Q: 3 clusters Score -804240.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -804277.437500 Penalty: 4412.164062
	Iteration 26Q: 3 clusters Score -804277.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -804304.937500 Penalty: 4412.164062
	Iteration 27Q: 3 clusters Score -804304.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -804336.187500 Penalty: 4412.164062
	Iteration 28Q: 3 clusters Score -804336.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -804368.250000 Penalty: 4412.164062
	Iteration 29Q: 3 clusters Score -804368.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -804403.812500 Penalty: 4412.164062
	Iteration 30Q: 3 clusters Score -804403.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -804436.500000 Penalty: 4412.164062
	Iteration 31Q: 3 clusters Score -804436.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -804464.750000 Penalty: 4412.164062
	Iteration 32Q: 3 clusters Score -804464.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -804493.312500 Penalty: 4412.164062
	Iteration 33Q: 3 clusters Score -804493.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -804512.250000 Penalty: 4412.164062
	Iteration 34Q: 3 clusters Score -804512.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -804525.250000 Penalty: 4412.164062
	Iteration 35Q: 3 clusters Score -804525.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -804533.875000 Penalty: 4412.164062
	Iteration 36Q: 3 clusters Score -804533.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -804542.062500 Penalty: 4412.164062
	Iteration 37Q: 3 clusters Score -804542.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -804552.125000 Penalty: 4412.164062
	Iteration 38Q: 3 clusters Score -804552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -804555.687500 Penalty: 4412.164062
	Iteration 39Q: 3 clusters Score -804555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -804561.500000 Penalty: 4412.164062
	Iteration 40F: 3 clusters Score -804561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -804565.562500 Penalty: 4412.164062
	Iteration 41Q: 3 clusters Score -804565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -804570.062500 Penalty: 4412.164062
	Iteration 42Q: 3 clusters Score -804570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -804571.625000 Penalty: 4412.164062
	Iteration 43Q: 3 clusters Score -804571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -804576.562500 Penalty: 4412.164062
	Iteration 44Q: 3 clusters Score -804576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -804576.125000 Penalty: 4412.164062
	Iteration 45Q: 3 clusters Score -804576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -804576.250000 Penalty: 4412.164062
	Iteration 46Q: 3 clusters Score -804576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -804579.625000 Penalty: 4412.164062
	Iteration 47Q: 3 clusters Score -804579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -804580.437500 Penalty: 4412.164062
	Iteration 48Q: 3 clusters Score -804580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -804579.062500 Penalty: 4412.164062
	Iteration 49Q: 3 clusters Score -804579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -804579.812500 Penalty: 4412.164062
	Iteration 50Q: 3 clusters Score -804579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -804580.437500 Penalty: 4412.164062
	Iteration 51Q: 3 clusters Score -804580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -804580.875000 Penalty: 4412.164062
	Iteration 52Q: 3 clusters Score -804580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -804580.875000 Penalty: 4412.164062
	Iteration 53F: 3 clusters Score -804580.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13004.039062 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12020.790039 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -12020.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12040.580078 Penalty: 2511.047119
	Iteration 1Q: 3 clusters Score -12040.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12040.580078 Penalty: 2511.047119
	Iteration 2F: 3 clusters Score -12040.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -739860.125000 Penalty: 2183.844727
	Iteration 0F: 2 clusters Score -739860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -734349.187500 Penalty: 4367.689453
	Iteration 0F: 3 clusters Score -734349.2 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -735822.187500 Penalty: 4367.689453
	Iteration 1F: 3 clusters Score -735822.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -736095.625000 Penalty: 4367.689453
	Iteration 2F: 3 clusters Score -736095.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -736316.937500 Penalty: 4367.689453
	Iteration 3F: 3 clusters Score -736316.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -736518.687500 Penalty: 4367.689453
	Iteration 4Q: 3 clusters Score -736518.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -736694.125000 Penalty: 4367.689453
	Iteration 5Q: 3 clusters Score -736694.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -736860.687500 Penalty: 4367.689453
	Iteration 6Q: 3 clusters Score -736860.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -737042.562500 Penalty: 4367.689453
	Iteration 7Q: 3 clusters Score -737042.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -737231.000000 Penalty: 4367.689453
	Iteration 8Q: 3 clusters Score -737231 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -737366.250000 Penalty: 4367.689453
	Iteration 9Q: 3 clusters Score -737366.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -737477.312500 Penalty: 4367.689453
	Iteration 10Q: 3 clusters Score -737477.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -737552.687500 Penalty: 4367.689453
	Iteration 11Q: 3 clusters Score -737552.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -737607.375000 Penalty: 4367.689453
	Iteration 12Q: 3 clusters Score -737607.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -737646.875000 Penalty: 4367.689453
	Iteration 13Q: 3 clusters Score -737646.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -737675.125000 Penalty: 4367.689453
	Iteration 14Q: 3 clusters Score -737675.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -737701.500000 Penalty: 4367.689453
	Iteration 15Q: 3 clusters Score -737701.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -737727.062500 Penalty: 4367.689453
	Iteration 16Q: 3 clusters Score -737727.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -737750.812500 Penalty: 4367.689453
	Iteration 17Q: 3 clusters Score -737750.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -737768.500000 Penalty: 4367.689453
	Iteration 18Q: 3 clusters Score -737768.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -737780.250000 Penalty: 4367.689453
	Iteration 19Q: 3 clusters Score -737780.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -737789.437500 Penalty: 4367.689453
	Iteration 20F: 3 clusters Score -737789.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -737801.062500 Penalty: 4367.689453
	Iteration 21Q: 3 clusters Score -737801.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -737813.000000 Penalty: 4367.689453
	Iteration 22Q: 3 clusters Score -737813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -737823.687500 Penalty: 4367.689453
	Iteration 23Q: 3 clusters Score -737823.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -737829.875000 Penalty: 4367.689453
	Iteration 24Q: 3 clusters Score -737829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -737839.625000 Penalty: 4367.689453
	Iteration 25Q: 3 clusters Score -737839.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -737851.500000 Penalty: 4367.689453
	Iteration 26Q: 3 clusters Score -737851.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -737859.125000 Penalty: 4367.689453
	Iteration 27Q: 3 clusters Score -737859.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -737872.937500 Penalty: 4367.689453
	Iteration 28Q: 3 clusters Score -737872.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -737889.250000 Penalty: 4367.689453
	Iteration 29Q: 3 clusters Score -737889.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -737903.250000 Penalty: 4367.689453
	Iteration 30Q: 3 clusters Score -737903.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -737912.937500 Penalty: 4367.689453
	Iteration 31Q: 3 clusters Score -737912.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -737924.125000 Penalty: 4367.689453
	Iteration 32Q: 3 clusters Score -737924.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -737927.812500 Penalty: 4367.689453
	Iteration 33Q: 3 clusters Score -737927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -737933.375000 Penalty: 4367.689453
	Iteration 34Q: 3 clusters Score -737933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -737938.000000 Penalty: 4367.689453
	Iteration 35Q: 3 clusters Score -737938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -737939.500000 Penalty: 4367.689453
	Iteration 36Q: 3 clusters Score -737939.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -737944.625000 Penalty: 4367.689453
	Iteration 37Q: 3 clusters Score -737944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -737948.250000 Penalty: 4367.689453
	Iteration 38Q: 3 clusters Score -737948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -737950.312500 Penalty: 4367.689453
	Iteration 39Q: 3 clusters Score -737950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -737951.812500 Penalty: 4367.689453
	Iteration 40F: 3 clusters Score -737951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -737954.000000 Penalty: 4367.689453
	Iteration 41Q: 3 clusters Score -737954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -737957.875000 Penalty: 4367.689453
	Iteration 42Q: 3 clusters Score -737957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -737957.625000 Penalty: 4367.689453
	Iteration 43Q: 3 clusters Score -737957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -737958.812500 Penalty: 4367.689453
	Iteration 44Q: 3 clusters Score -737958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -737961.375000 Penalty: 4367.689453
	Iteration 45Q: 3 clusters Score -737961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -737960.250000 Penalty: 4367.689453
	Iteration 46Q: 3 clusters Score -737960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -737962.562500 Penalty: 4367.689453
	Iteration 47Q: 3 clusters Score -737962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -737964.062500 Penalty: 4367.689453
	Iteration 48Q: 3 clusters Score -737964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -737963.562500 Penalty: 4367.689453
	Iteration 49Q: 3 clusters Score -737963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -737966.625000 Penalty: 4367.689453
	Iteration 50Q: 3 clusters Score -737966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -737968.812500 Penalty: 4367.689453
	Iteration 51Q: 3 clusters Score -737968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -737968.750000 Penalty: 4367.689453
	Iteration 52Q: 3 clusters Score -737968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -737969.937500 Penalty: 4367.689453
	Iteration 53Q: 3 clusters Score -737969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -737970.000000 Penalty: 4367.689453
	Iteration 54Q: 3 clusters Score -737970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -737971.187500 Penalty: 4367.689453
	Iteration 55Q: 3 clusters Score -737971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -737971.562500 Penalty: 4367.689453
	Iteration 56Q: 3 clusters Score -737971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -737971.625000 Penalty: 4367.689453
	Iteration 57Q: 3 clusters Score -737971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -737972.125000 Penalty: 4367.689453
	Iteration 58Q: 3 clusters Score -737972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -737976.000000 Penalty: 4367.689453
	Iteration 59Q: 3 clusters Score -737976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -737974.437500 Penalty: 4367.689453
	Iteration 60F: 3 clusters Score -737974.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -49375.433594 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -49375.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47882.953125 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -47882.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48048.562500 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -48048.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48116.074219 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -48116.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48143.703125 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -48143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48153.347656 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -48153.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48154.957031 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -48154.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48154.957031 Penalty: 3068.359619
	Iteration 6F: 3 clusters Score -48154.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -38511.906250 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -38511.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37069.734375 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -37069.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37250.703125 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -37250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37329.632812 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -37329.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37422.687500 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -37422.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37495.117188 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -37495.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37566.671875 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -37566.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37674.843750 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -37674.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37774.464844 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -37774.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37915.257812 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -37915.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37983.277344 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -37983.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38005.871094 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -38005.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38020.042969 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -38020.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38024.812500 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -38024.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38033.988281 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -38033.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38087.808594 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -38087.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38149.140625 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -38149.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38216.757812 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -38216.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38225.542969 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -38225.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38225.542969 Penalty: 3006.482422
	Iteration 18F: 3 clusters Score -38225.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (18875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Entering Unmasked Estep 
Score: -2180624.250000 Penalty: 2441.707275
	Iteration 0F: 2 clusters Score -2180624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2167336.750000 Penalty: 4883.414551
	Iteration 0F: 3 clusters Score -2167337 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2171737.750000 Penalty: 4883.414551
	Iteration 1F: 3 clusters Score -2171738 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2172068.250000 Penalty: 4883.414551
	Iteration 2Q: 3 clusters Score -2172068 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2172312.250000 Penalty: 4883.414551
	Iteration 3Q: 3 clusters Score -2172312 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2172563.750000 Penalty: 4883.414551
	Iteration 4Q: 3 clusters Score -2172564 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2172850.000000 Penalty: 4883.414551
	Iteration 5Q: 3 clusters Score -2172850 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2173188.500000 Penalty: 4883.414551
	Iteration 6Q: 3 clusters Score -2173188 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2173590.250000 Penalty: 4883.414551
	Iteration 7Q: 3 clusters Score -2173590 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2174035.500000 Penalty: 4883.414551
	Iteration 8Q: 3 clusters Score -2174036 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2174556.000000 Penalty: 4883.414551
	Iteration 9Q: 3 clusters Score -2174556 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2175172.000000 Penalty: 4883.414551
	Iteration 10Q: 3 clusters Score -2175172 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2175841.000000 Penalty: 4883.414551
	Iteration 11Q: 3 clusters Score -2175841 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2176500.500000 Penalty: 4883.414551
	Iteration 12Q: 3 clusters Score -2176500 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2177057.000000 Penalty: 4883.414551
	Iteration 13Q: 3 clusters Score -2177057 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2177525.000000 Penalty: 4883.414551
	Iteration 14Q: 3 clusters Score -2177525 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2177883.250000 Penalty: 4883.414551
	Iteration 15Q: 3 clusters Score -2177883 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2178104.500000 Penalty: 4883.414551
	Iteration 16Q: 3 clusters Score -2178104 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2178223.250000 Penalty: 4883.414551
	Iteration 17Q: 3 clusters Score -2178223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2178308.000000 Penalty: 4883.414551
	Iteration 18Q: 3 clusters Score -2178308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2178353.000000 Penalty: 4883.414551
	Iteration 19Q: 3 clusters Score -2178353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2178394.500000 Penalty: 4883.414551
	Iteration 20F: 3 clusters Score -2178394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2178429.750000 Penalty: 4883.414551
	Iteration 21Q: 3 clusters Score -2178430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2178455.750000 Penalty: 4883.414551
	Iteration 22Q: 3 clusters Score -2178456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2178483.500000 Penalty: 4883.414551
	Iteration 23Q: 3 clusters Score -2178484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2178499.750000 Penalty: 4883.414551
	Iteration 24Q: 3 clusters Score -2178500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2178512.500000 Penalty: 4883.414551
	Iteration 25Q: 3 clusters Score -2178512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2178513.250000 Penalty: 4883.414551
	Iteration 26Q: 3 clusters Score -2178513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2178520.750000 Penalty: 4883.414551
	Iteration 27Q: 3 clusters Score -2178521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2178525.000000 Penalty: 4883.414551
	Iteration 28Q: 3 clusters Score -2178525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2178531.750000 Penalty: 4883.414551
	Iteration 29Q: 3 clusters Score -2178532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2178539.250000 Penalty: 4883.414551
	Iteration 30Q: 3 clusters Score -2178539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2178543.250000 Penalty: 4883.414551
	Iteration 31Q: 3 clusters Score -2178543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2178544.250000 Penalty: 4883.414551
	Iteration 32Q: 3 clusters Score -2178544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2178545.000000 Penalty: 4883.414551
	Iteration 33Q: 3 clusters Score -2178545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2178548.000000 Penalty: 4883.414551
	Iteration 34Q: 3 clusters Score -2178548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2178548.000000 Penalty: 4883.414551
	Iteration 35F: 3 clusters Score -2178548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (344951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344951 members 
Entering Unmasked Estep 
Score: -38798920.000000 Penalty: 3162.287109
	Iteration 0F: 2 clusters Score -3.879892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 172187 members 
Entering Unmasked Estep 
Score: -38601100.000000 Penalty: 6324.574219
	Iteration 0F: 3 clusters Score -3.86011e+07 nChanged 167202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179144 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -38700652.000000 Penalty: 6324.574219
	Iteration 1F: 3 clusters Score -3.870065e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -38702068.000000 Penalty: 6324.574219
	Iteration 2Q: 3 clusters Score -3.870207e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187087 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -38703864.000000 Penalty: 6324.574219
	Iteration 3Q: 3 clusters Score -3.870386e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194273 members 
Mstep: Class 2 contains 150678 members 
Entering Unmasked Estep 
Score: -38707172.000000 Penalty: 6324.574219
	Iteration 4Q: 3 clusters Score -3.870717e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204874 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -38712880.000000 Penalty: 6324.574219
	Iteration 5Q: 3 clusters Score -3.871288e+07 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219440 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -38722248.000000 Penalty: 6324.574219
	Iteration 6Q: 3 clusters Score -3.872225e+07 nChanged 20854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237816 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -38736768.000000 Penalty: 6324.574219
	Iteration 7F: 3 clusters Score -3.873677e+07 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258478 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -38754348.000000 Penalty: 6324.574219
	Iteration 8F: 3 clusters Score -3.875435e+07 nChanged 21644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277612 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -38772836.000000 Penalty: 6324.574219
	Iteration 9F: 3 clusters Score -3.877284e+07 nChanged 17355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292379 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -38784372.000000 Penalty: 6324.574219
	Iteration 10F: 3 clusters Score -3.878437e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300751 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -38789672.000000 Penalty: 6324.574219
	Iteration 11Q: 3 clusters Score -3.878967e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305677 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -38791532.000000 Penalty: 6324.574219
	Iteration 12Q: 3 clusters Score -3.879153e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309117 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -38792224.000000 Penalty: 6324.574219
	Iteration 13Q: 3 clusters Score -3.879222e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311870 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -38792724.000000 Penalty: 6324.574219
	Iteration 14Q: 3 clusters Score -3.879272e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314351 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -38792936.000000 Penalty: 6324.574219
	Iteration 15Q: 3 clusters Score -3.879294e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316659 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -38792800.000000 Penalty: 6324.574219
	Iteration 16Q: 3 clusters Score -3.87928e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318794 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -38792964.000000 Penalty: 6324.574219
	Iteration 17Q: 3 clusters Score -3.879296e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320791 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -38792880.000000 Penalty: 6324.574219
	Iteration 18Q: 3 clusters Score -3.879288e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322687 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -38793084.000000 Penalty: 6324.574219
	Iteration 19Q: 3 clusters Score -3.879308e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324445 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -38793376.000000 Penalty: 6324.574219
	Iteration 20F: 3 clusters Score -3.879338e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326138 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -38793696.000000 Penalty: 6324.574219
	Iteration 21Q: 3 clusters Score -3.87937e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327762 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -38793728.000000 Penalty: 6324.574219
	Iteration 22Q: 3 clusters Score -3.879373e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329256 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -38793688.000000 Penalty: 6324.574219
	Iteration 23Q: 3 clusters Score -3.879369e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330696 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -38793768.000000 Penalty: 6324.574219
	Iteration 24Q: 3 clusters Score -3.879377e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332118 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -38793864.000000 Penalty: 6324.574219
	Iteration 25Q: 3 clusters Score -3.879386e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333456 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -38794296.000000 Penalty: 6324.574219
	Iteration 26Q: 3 clusters Score -3.87943e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334726 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -38794404.000000 Penalty: 6324.574219
	Iteration 27Q: 3 clusters Score -3.87944e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335902 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -38794692.000000 Penalty: 6324.574219
	Iteration 28Q: 3 clusters Score -3.879469e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336931 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -38794988.000000 Penalty: 6324.574219
	Iteration 29Q: 3 clusters Score -3.879499e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337843 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -38795048.000000 Penalty: 6324.574219
	Iteration 30Q: 3 clusters Score -3.879505e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338631 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -38795304.000000 Penalty: 6324.574219
	Iteration 31Q: 3 clusters Score -3.87953e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339346 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -38795416.000000 Penalty: 6324.574219
	Iteration 32Q: 3 clusters Score -3.879542e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339968 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -38795528.000000 Penalty: 6324.574219
	Iteration 33Q: 3 clusters Score -3.879553e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340514 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -38795744.000000 Penalty: 6324.574219
	Iteration 34Q: 3 clusters Score -3.879574e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340968 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -38795872.000000 Penalty: 6324.574219
	Iteration 35Q: 3 clusters Score -3.879587e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341346 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -38796040.000000 Penalty: 6324.574219
	Iteration 36Q: 3 clusters Score -3.879604e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341674 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -38796096.000000 Penalty: 6324.574219
	Iteration 37Q: 3 clusters Score -3.87961e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341936 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -38796140.000000 Penalty: 6324.574219
	Iteration 38Q: 3 clusters Score -3.879614e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342138 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -38796124.000000 Penalty: 6324.574219
	Iteration 39Q: 3 clusters Score -3.879612e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342301 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -38796268.000000 Penalty: 6324.574219
	Iteration 40F: 3 clusters Score -3.879627e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342443 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -38796316.000000 Penalty: 6324.574219
	Iteration 41Q: 3 clusters Score -3.879632e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342573 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -38796348.000000 Penalty: 6324.574219
	Iteration 42Q: 3 clusters Score -3.879635e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342688 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -38796400.000000 Penalty: 6324.574219
	Iteration 43Q: 3 clusters Score -3.87964e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342785 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -38796480.000000 Penalty: 6324.574219
	Iteration 44Q: 3 clusters Score -3.879648e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342858 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -38796564.000000 Penalty: 6324.574219
	Iteration 45Q: 3 clusters Score -3.879656e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342921 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -38796612.000000 Penalty: 6324.574219
	Iteration 46Q: 3 clusters Score -3.879661e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342986 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -38796664.000000 Penalty: 6324.574219
	Iteration 47Q: 3 clusters Score -3.879666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343037 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -38796656.000000 Penalty: 6324.574219
	Iteration 48Q: 3 clusters Score -3.879666e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343068 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -38796668.000000 Penalty: 6324.574219
	Iteration 49Q: 3 clusters Score -3.879667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343104 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -38796688.000000 Penalty: 6324.574219
	Iteration 50Q: 3 clusters Score -3.879669e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343143 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -38796732.000000 Penalty: 6324.574219
	Iteration 51Q: 3 clusters Score -3.879673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343168 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -38796748.000000 Penalty: 6324.574219
	Iteration 52Q: 3 clusters Score -3.879675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343188 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -38796732.000000 Penalty: 6324.574219
	Iteration 53Q: 3 clusters Score -3.879673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343198 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -38796744.000000 Penalty: 6324.574219
	Iteration 54Q: 3 clusters Score -3.879674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343210 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -38796724.000000 Penalty: 6324.574219
	Iteration 55Q: 3 clusters Score -3.879672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343227 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -38796764.000000 Penalty: 6324.574219
	Iteration 56Q: 3 clusters Score -3.879676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343232 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -38796776.000000 Penalty: 6324.574219
	Iteration 57Q: 3 clusters Score -3.879678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343237 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -38796768.000000 Penalty: 6324.574219
	Iteration 58Q: 3 clusters Score -3.879677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343245 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -38796780.000000 Penalty: 6324.574219
	Iteration 59Q: 3 clusters Score -3.879678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343253 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -38796784.000000 Penalty: 6324.574219
	Iteration 60F: 3 clusters Score -3.879678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343264 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -38796776.000000 Penalty: 6324.574219
	Iteration 61Q: 3 clusters Score -3.879678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343272 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -38796788.000000 Penalty: 6324.574219
	Iteration 62Q: 3 clusters Score -3.879679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343276 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -38796844.000000 Penalty: 6324.574219
	Iteration 63Q: 3 clusters Score -3.879684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343277 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -38796876.000000 Penalty: 6324.574219
	Iteration 64Q: 3 clusters Score -3.879688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343288 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -38796872.000000 Penalty: 6324.574219
	Iteration 65Q: 3 clusters Score -3.879687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343299 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -38796888.000000 Penalty: 6324.574219
	Iteration 66Q: 3 clusters Score -3.879689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343318 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -38796872.000000 Penalty: 6324.574219
	Iteration 67Q: 3 clusters Score -3.879687e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343333 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -38796876.000000 Penalty: 6324.574219
	Iteration 68Q: 3 clusters Score -3.879688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343349 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -38796880.000000 Penalty: 6324.574219
	Iteration 69Q: 3 clusters Score -3.879688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343366 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -38796916.000000 Penalty: 6324.574219
	Iteration 70Q: 3 clusters Score -3.879692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343367 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -38796904.000000 Penalty: 6324.574219
	Iteration 71Q: 3 clusters Score -3.87969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343369 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -38796964.000000 Penalty: 6324.574219
	Iteration 72Q: 3 clusters Score -3.879696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343375 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -38796996.000000 Penalty: 6324.574219
	Iteration 73Q: 3 clusters Score -3.8797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343381 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -38797008.000000 Penalty: 6324.574219
	Iteration 74Q: 3 clusters Score -3.879701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343387 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -38797028.000000 Penalty: 6324.574219
	Iteration 75Q: 3 clusters Score -3.879703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343385 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -38797064.000000 Penalty: 6324.574219
	Iteration 76Q: 3 clusters Score -3.879706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343381 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -38797060.000000 Penalty: 6324.574219
	Iteration 77Q: 3 clusters Score -3.879706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343384 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -38797100.000000 Penalty: 6324.574219
	Iteration 78Q: 3 clusters Score -3.87971e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343378 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -38797204.000000 Penalty: 6324.574219
	Iteration 79Q: 3 clusters Score -3.87972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -38797216.000000 Penalty: 6324.574219
	Iteration 80F: 3 clusters Score -3.879722e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343386 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -38797200.000000 Penalty: 6324.574219
	Iteration 81Q: 3 clusters Score -3.87972e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343386 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -38797236.000000 Penalty: 6324.574219
	Iteration 82Q: 3 clusters Score -3.879724e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343387 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -38797260.000000 Penalty: 6324.574219
	Iteration 83Q: 3 clusters Score -3.879726e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343368 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -38797348.000000 Penalty: 6324.574219
	Iteration 84Q: 3 clusters Score -3.879735e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343344 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -38797404.000000 Penalty: 6324.574219
	Iteration 85Q: 3 clusters Score -3.87974e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343307 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -38797432.000000 Penalty: 6324.574219
	Iteration 86Q: 3 clusters Score -3.879743e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343259 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -38797516.000000 Penalty: 6324.574219
	Iteration 87Q: 3 clusters Score -3.879752e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343210 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -38797632.000000 Penalty: 6324.574219
	Iteration 88Q: 3 clusters Score -3.879763e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343157 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -38797812.000000 Penalty: 6324.574219
	Iteration 89Q: 3 clusters Score -3.879781e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343105 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -38797960.000000 Penalty: 6324.574219
	Iteration 90Q: 3 clusters Score -3.879796e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343049 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -38798128.000000 Penalty: 6324.574219
	Iteration 91Q: 3 clusters Score -3.879813e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342990 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -38798288.000000 Penalty: 6324.574219
	Iteration 92Q: 3 clusters Score -3.879829e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342925 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -38798444.000000 Penalty: 6324.574219
	Iteration 93Q: 3 clusters Score -3.879844e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342840 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -38798556.000000 Penalty: 6324.574219
	Iteration 94Q: 3 clusters Score -3.879856e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342778 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -38798600.000000 Penalty: 6324.574219
	Iteration 95Q: 3 clusters Score -3.87986e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342726 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -38798680.000000 Penalty: 6324.574219
	Iteration 96Q: 3 clusters Score -3.879868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342662 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -38798780.000000 Penalty: 6324.574219
	Iteration 97Q: 3 clusters Score -3.879878e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342618 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -38798832.000000 Penalty: 6324.574219
	Iteration 98Q: 3 clusters Score -3.879883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342592 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -38798908.000000 Penalty: 6324.574219
	Iteration 99Q: 3 clusters Score -3.879891e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342562 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -38799052.000000 Penalty: 6324.574219
	Iteration 100F: 3 clusters Score -3.879905e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342378 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -38799432.000000 Penalty: 6324.574219
	Iteration 101Q: 3 clusters Score -3.879943e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342184 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -38799704.000000 Penalty: 6324.574219
	Iteration 102Q: 3 clusters Score -3.87997e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341992 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -38800040.000000 Penalty: 6324.574219
	Iteration 103Q: 3 clusters Score -3.880004e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341803 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -38800340.000000 Penalty: 6324.574219
	Iteration 104Q: 3 clusters Score -3.880034e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341618 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -38800564.000000 Penalty: 6324.574219
	Iteration 105Q: 3 clusters Score -3.880056e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341436 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -38800840.000000 Penalty: 6324.574219
	Iteration 106Q: 3 clusters Score -3.880084e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341253 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -38801072.000000 Penalty: 6324.574219
	Iteration 107Q: 3 clusters Score -3.880107e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341120 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -38801172.000000 Penalty: 6324.574219
	Iteration 108Q: 3 clusters Score -3.880117e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340990 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -38801324.000000 Penalty: 6324.574219
	Iteration 109Q: 3 clusters Score -3.880132e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340882 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -38801408.000000 Penalty: 6324.574219
	Iteration 110Q: 3 clusters Score -3.880141e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340795 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -38801452.000000 Penalty: 6324.574219
	Iteration 111Q: 3 clusters Score -3.880145e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340728 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -38801504.000000 Penalty: 6324.574219
	Iteration 112Q: 3 clusters Score -3.88015e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340671 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -38801564.000000 Penalty: 6324.574219
	Iteration 113Q: 3 clusters Score -3.880156e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340612 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -38801620.000000 Penalty: 6324.574219
	Iteration 114Q: 3 clusters Score -3.880162e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340555 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -38801696.000000 Penalty: 6324.574219
	Iteration 115Q: 3 clusters Score -3.88017e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340518 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -38801772.000000 Penalty: 6324.574219
	Iteration 116Q: 3 clusters Score -3.880177e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340488 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -38801828.000000 Penalty: 6324.574219
	Iteration 117Q: 3 clusters Score -3.880183e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340463 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -38801872.000000 Penalty: 6324.574219
	Iteration 118Q: 3 clusters Score -3.880187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340448 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -38801864.000000 Penalty: 6324.574219
	Iteration 119Q: 3 clusters Score -3.880186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340430 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -38801908.000000 Penalty: 6324.574219
	Iteration 120F: 3 clusters Score -3.880191e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340362 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -38802036.000000 Penalty: 6324.574219
	Iteration 121Q: 3 clusters Score -3.880204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340300 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -38802108.000000 Penalty: 6324.574219
	Iteration 122Q: 3 clusters Score -3.880211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340250 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -38802144.000000 Penalty: 6324.574219
	Iteration 123Q: 3 clusters Score -3.880214e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340204 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -38802196.000000 Penalty: 6324.574219
	Iteration 124Q: 3 clusters Score -3.88022e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340166 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -38802220.000000 Penalty: 6324.574219
	Iteration 125Q: 3 clusters Score -3.880222e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340124 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -38802256.000000 Penalty: 6324.574219
	Iteration 126Q: 3 clusters Score -3.880226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340092 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -38802252.000000 Penalty: 6324.574219
	Iteration 127Q: 3 clusters Score -3.880225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340076 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -38802284.000000 Penalty: 6324.574219
	Iteration 128Q: 3 clusters Score -3.880228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340068 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -38802268.000000 Penalty: 6324.574219
	Iteration 129Q: 3 clusters Score -3.880227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340057 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -38802272.000000 Penalty: 6324.574219
	Iteration 130Q: 3 clusters Score -3.880227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340046 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -38802256.000000 Penalty: 6324.574219
	Iteration 131Q: 3 clusters Score -3.880226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340034 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -38802296.000000 Penalty: 6324.574219
	Iteration 132Q: 3 clusters Score -3.88023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340029 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -38802296.000000 Penalty: 6324.574219
	Iteration 133Q: 3 clusters Score -3.88023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340026 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -38802300.000000 Penalty: 6324.574219
	Iteration 134Q: 3 clusters Score -3.88023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340020 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -38802300.000000 Penalty: 6324.574219
	Iteration 135Q: 3 clusters Score -3.88023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340014 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -38802328.000000 Penalty: 6324.574219
	Iteration 136Q: 3 clusters Score -3.880233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340007 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -38802328.000000 Penalty: 6324.574219
	Iteration 137Q: 3 clusters Score -3.880233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340004 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -38802320.000000 Penalty: 6324.574219
	Iteration 138Q: 3 clusters Score -3.880232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339998 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -38802316.000000 Penalty: 6324.574219
	Iteration 139Q: 3 clusters Score -3.880232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339995 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -38802332.000000 Penalty: 6324.574219
	Iteration 140F: 3 clusters Score -3.880233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339988 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -38802324.000000 Penalty: 6324.574219
	Iteration 141Q: 3 clusters Score -3.880232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339987 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -38802324.000000 Penalty: 6324.574219
	Iteration 142Q: 3 clusters Score -3.880232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339984 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -38802336.000000 Penalty: 6324.574219
	Iteration 143Q: 3 clusters Score -3.880234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339978 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -38802356.000000 Penalty: 6324.574219
	Iteration 144Q: 3 clusters Score -3.880236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339970 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -38802344.000000 Penalty: 6324.574219
	Iteration 145Q: 3 clusters Score -3.880234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339962 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -38802352.000000 Penalty: 6324.574219
	Iteration 146Q: 3 clusters Score -3.880235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339953 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -38802376.000000 Penalty: 6324.574219
	Iteration 147Q: 3 clusters Score -3.880238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339949 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -38802380.000000 Penalty: 6324.574219
	Iteration 148Q: 3 clusters Score -3.880238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339946 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -38802376.000000 Penalty: 6324.574219
	Iteration 149Q: 3 clusters Score -3.880238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339942 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -38802392.000000 Penalty: 6324.574219
	Iteration 150Q: 3 clusters Score -3.880239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339939 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -38802400.000000 Penalty: 6324.574219
	Iteration 151Q: 3 clusters Score -3.88024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339930 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -38802416.000000 Penalty: 6324.574219
	Iteration 152Q: 3 clusters Score -3.880242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339923 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -38802436.000000 Penalty: 6324.574219
	Iteration 153Q: 3 clusters Score -3.880244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339918 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -38802428.000000 Penalty: 6324.574219
	Iteration 154Q: 3 clusters Score -3.880243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339914 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -38802448.000000 Penalty: 6324.574219
	Iteration 155Q: 3 clusters Score -3.880245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339910 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -38802452.000000 Penalty: 6324.574219
	Iteration 156Q: 3 clusters Score -3.880245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339906 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -38802444.000000 Penalty: 6324.574219
	Iteration 157Q: 3 clusters Score -3.880244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339902 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -38802452.000000 Penalty: 6324.574219
	Iteration 158Q: 3 clusters Score -3.880245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339889 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -38802440.000000 Penalty: 6324.574219
	Iteration 159Q: 3 clusters Score -3.880244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339881 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -38802428.000000 Penalty: 6324.574219
	Iteration 160F: 3 clusters Score -3.880243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339874 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -38802460.000000 Penalty: 6324.574219
	Iteration 161Q: 3 clusters Score -3.880246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339868 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -38802464.000000 Penalty: 6324.574219
	Iteration 162Q: 3 clusters Score -3.880246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339864 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -38802444.000000 Penalty: 6324.574219
	Iteration 163Q: 3 clusters Score -3.880244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339862 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -38802436.000000 Penalty: 6324.574219
	Iteration 164Q: 3 clusters Score -3.880244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339856 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -38802452.000000 Penalty: 6324.574219
	Iteration 165Q: 3 clusters Score -3.880245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339851 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -38802436.000000 Penalty: 6324.574219
	Iteration 166Q: 3 clusters Score -3.880244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339844 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -38802444.000000 Penalty: 6324.574219
	Iteration 167Q: 3 clusters Score -3.880244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339840 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -38802464.000000 Penalty: 6324.574219
	Iteration 168Q: 3 clusters Score -3.880246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339840 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -38802464.000000 Penalty: 6324.574219
	Iteration 169Q: 3 clusters Score -3.880246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339840 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -38802472.000000 Penalty: 6324.574219
	Iteration 170Q: 3 clusters Score -3.880247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339837 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -38802460.000000 Penalty: 6324.574219
	Iteration 171Q: 3 clusters Score -3.880246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339832 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -38802476.000000 Penalty: 6324.574219
	Iteration 172Q: 3 clusters Score -3.880248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339830 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -38802464.000000 Penalty: 6324.574219
	Iteration 173Q: 3 clusters Score -3.880246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339830 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -38802468.000000 Penalty: 6324.574219
	Iteration 174Q: 3 clusters Score -3.880247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339828 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -38802476.000000 Penalty: 6324.574219
	Iteration 175Q: 3 clusters Score -3.880248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339826 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -38802472.000000 Penalty: 6324.574219
	Iteration 176Q: 3 clusters Score -3.880247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339824 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -38802496.000000 Penalty: 6324.574219
	Iteration 177Q: 3 clusters Score -3.88025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339823 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -38802480.000000 Penalty: 6324.574219
	Iteration 178Q: 3 clusters Score -3.880248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339821 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -38802484.000000 Penalty: 6324.574219
	Iteration 179Q: 3 clusters Score -3.880248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339821 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -38802484.000000 Penalty: 6324.574219
	Iteration 180F: 3 clusters Score -3.880248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 339821 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 5130 members 
Entering Unmasked Estep 
Score: -110913848.000000 Penalty: 147466.703125
Splitting cluster 40 changes total score from -110910560.000000 to -110913848.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 41 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34504.710938 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34504.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33196.511719 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33196.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33358.449219 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33358.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33406.062500 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -33406.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33445.535156 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -33445.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33475.007812 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33475.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33485.066406 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33485.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33496.812500 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -33496.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33508.140625 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -33508.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33513.710938 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -33513.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33513.710938 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -33513.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44280.820312 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44280.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42780.164062 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -42780.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42958.632812 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -42958.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43019.464844 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -43019.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43039.078125 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43039.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43048.640625 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43048.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43049.757812 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43049.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43052.562500 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43052.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43052.562500 Penalty: 3044.312744
	Iteration 7F: 3 clusters Score -43052.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 40450 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 49240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15053 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34464 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18875 members 
Mstep: Class 40 contains 339821 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914056.000000 Penalty: 147466.703125
Iteration 199Q: 44 clusters Score -1.109141e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 42128 members 
Mstep: Class 3 contains 23152 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5213 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 10416 members 
Mstep: Class 9 contains 29554 members 
Mstep: Class 10 contains 40441 members 
Mstep: Class 11 contains 40434 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7765 members 
Mstep: Class 15 contains 102809 members 
Mstep: Class 16 contains 49141 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15051 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 56106 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2975 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8319 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18892 members 
Mstep: Class 40 contains 340660 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914376.000000 Penalty: 147466.703125
Iteration 200F: 44 clusters Score -1.109144e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111081 members 
Mstep: Class 2 contains 42124 members 
Mstep: Class 3 contains 23119 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 29528 members 
Mstep: Class 10 contains 40436 members 
Mstep: Class 11 contains 40159 members 
Mstep: Class 12 contains 12463 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 102546 members 
Mstep: Class 16 contains 49094 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 55575 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34462 members 
Mstep: Class 27 contains 2978 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8334 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6675 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18903 members 
Mstep: Class 40 contains 341246 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914264.000000 Penalty: 147466.703125
Iteration 201Q: 44 clusters Score -1.109143e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 42131 members 
Mstep: Class 3 contains 23102 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5185 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 10346 members 
Mstep: Class 9 contains 29523 members 
Mstep: Class 10 contains 40434 members 
Mstep: Class 11 contains 39930 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 7780 members 
Mstep: Class 15 contains 102354 members 
Mstep: Class 16 contains 49066 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15062 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 55151 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 2982 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8347 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7298 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18900 members 
Mstep: Class 40 contains 341677 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 6189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914056.000000 Penalty: 147466.703125
Iteration 202Q: 44 clusters Score -1.109141e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 42154 members 
Mstep: Class 3 contains 23092 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5161 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 10316 members 
Mstep: Class 9 contains 29522 members 
Mstep: Class 10 contains 40429 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7788 members 
Mstep: Class 15 contains 102186 members 
Mstep: Class 16 contains 49048 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15065 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 54794 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34463 members 
Mstep: Class 27 contains 2986 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7298 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18900 members 
Mstep: Class 40 contains 342002 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914064.000000 Penalty: 147466.703125
Iteration 203Q: 44 clusters Score -1.109141e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 42189 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5135 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 29533 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7801 members 
Mstep: Class 15 contains 102045 members 
Mstep: Class 16 contains 49065 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15072 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 54529 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34461 members 
Mstep: Class 27 contains 2993 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8381 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7298 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6687 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18915 members 
Mstep: Class 40 contains 342173 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 7099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914296.000000 Penalty: 147466.703125
Iteration 204Q: 44 clusters Score -1.109143e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 42219 members 
Mstep: Class 3 contains 23079 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5106 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 10262 members 
Mstep: Class 9 contains 29563 members 
Mstep: Class 10 contains 40422 members 
Mstep: Class 11 contains 39167 members 
Mstep: Class 12 contains 12463 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7813 members 
Mstep: Class 15 contains 101921 members 
Mstep: Class 16 contains 49074 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15078 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 54283 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34460 members 
Mstep: Class 27 contains 2996 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8391 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 7298 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6694 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18930 members 
Mstep: Class 40 contains 342309 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 7521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914336.000000 Penalty: 147466.703125
Iteration 205Q: 44 clusters Score -1.109143e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 42259 members 
Mstep: Class 3 contains 23083 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5077 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 29581 members 
Mstep: Class 10 contains 40407 members 
Mstep: Class 11 contains 38926 members 
Mstep: Class 12 contains 12463 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 101802 members 
Mstep: Class 16 contains 49090 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15080 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 54081 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34453 members 
Mstep: Class 27 contains 2998 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8398 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6704 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18941 members 
Mstep: Class 40 contains 342412 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 7951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914424.000000 Penalty: 147466.703125
Iteration 206Q: 44 clusters Score -1.109144e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 42287 members 
Mstep: Class 3 contains 23092 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 29599 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 38717 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7829 members 
Mstep: Class 15 contains 101673 members 
Mstep: Class 16 contains 49098 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15080 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 53904 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34450 members 
Mstep: Class 27 contains 3001 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8402 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6709 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18951 members 
Mstep: Class 40 contains 342526 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 8333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914736.000000 Penalty: 147466.703125
Iteration 207Q: 44 clusters Score -1.109147e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111132 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 23097 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 10130 members 
Mstep: Class 9 contains 29616 members 
Mstep: Class 10 contains 40380 members 
Mstep: Class 11 contains 38533 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7835 members 
Mstep: Class 15 contains 101543 members 
Mstep: Class 16 contains 49100 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5812 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15082 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 53749 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34443 members 
Mstep: Class 27 contains 3002 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8413 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6349 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6714 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18959 members 
Mstep: Class 40 contains 342650 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 8695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914936.000000 Penalty: 147466.703125
Iteration 208Q: 44 clusters Score -1.109149e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 42345 members 
Mstep: Class 3 contains 23105 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 29638 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 38369 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7839 members 
Mstep: Class 15 contains 101439 members 
Mstep: Class 16 contains 49096 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15084 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 53587 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34436 members 
Mstep: Class 27 contains 3004 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8425 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6348 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6718 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18963 members 
Mstep: Class 40 contains 342760 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914784.000000 Penalty: 147466.703125
Iteration 209Q: 44 clusters Score -1.109148e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 42372 members 
Mstep: Class 3 contains 23110 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4974 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 10032 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 40366 members 
Mstep: Class 11 contains 38254 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 101334 members 
Mstep: Class 16 contains 49099 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5792 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15084 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 53422 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34422 members 
Mstep: Class 27 contains 3005 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8435 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6348 members 
Mstep: Class 34 contains 7303 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6722 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18972 members 
Mstep: Class 40 contains 342867 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 9326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914544.000000 Penalty: 147466.703125
Iteration 210Q: 44 clusters Score -1.109145e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 42390 members 
Mstep: Class 3 contains 23113 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 10006 members 
Mstep: Class 9 contains 29693 members 
Mstep: Class 10 contains 40367 members 
Mstep: Class 11 contains 38147 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 101250 members 
Mstep: Class 16 contains 49105 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5781 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 53253 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34418 members 
Mstep: Class 27 contains 3007 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8445 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 7306 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18977 members 
Mstep: Class 40 contains 342951 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 9572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914744.000000 Penalty: 147466.703125
Iteration 211Q: 44 clusters Score -1.109147e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111148 members 
Mstep: Class 2 contains 42418 members 
Mstep: Class 3 contains 23116 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 29715 members 
Mstep: Class 10 contains 40370 members 
Mstep: Class 11 contains 38056 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 101140 members 
Mstep: Class 16 contains 49116 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 53096 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34413 members 
Mstep: Class 27 contains 3009 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8448 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7308 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18989 members 
Mstep: Class 40 contains 343043 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 9804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914768.000000 Penalty: 147466.703125
Iteration 212Q: 44 clusters Score -1.109148e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 42429 members 
Mstep: Class 3 contains 23128 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4912 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 29748 members 
Mstep: Class 10 contains 40370 members 
Mstep: Class 11 contains 37960 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7849 members 
Mstep: Class 15 contains 101022 members 
Mstep: Class 16 contains 49129 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5776 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15092 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52928 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34409 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8453 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 7306 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6740 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18991 members 
Mstep: Class 40 contains 343161 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914744.000000 Penalty: 147466.703125
Iteration 213Q: 44 clusters Score -1.109147e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 42451 members 
Mstep: Class 3 contains 23129 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4884 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 29779 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 37889 members 
Mstep: Class 12 contains 12448 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7854 members 
Mstep: Class 15 contains 100899 members 
Mstep: Class 16 contains 49144 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15096 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52768 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34412 members 
Mstep: Class 27 contains 3011 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8456 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7302 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6743 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 18999 members 
Mstep: Class 40 contains 343301 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914768.000000 Penalty: 147466.703125
Iteration 214Q: 44 clusters Score -1.109148e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 42478 members 
Mstep: Class 3 contains 23131 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 29817 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 37836 members 
Mstep: Class 12 contains 12449 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7857 members 
Mstep: Class 15 contains 100796 members 
Mstep: Class 16 contains 49165 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5772 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15097 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52613 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34414 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8465 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7301 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6746 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19001 members 
Mstep: Class 40 contains 343414 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914944.000000 Penalty: 147466.703125
Iteration 215Q: 44 clusters Score -1.109149e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 42518 members 
Mstep: Class 3 contains 23143 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 29855 members 
Mstep: Class 10 contains 40370 members 
Mstep: Class 11 contains 37786 members 
Mstep: Class 12 contains 12448 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7858 members 
Mstep: Class 15 contains 100685 members 
Mstep: Class 16 contains 49178 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15097 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52464 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34416 members 
Mstep: Class 27 contains 3014 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8469 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7300 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19006 members 
Mstep: Class 40 contains 343515 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914920.000000 Penalty: 147466.703125
Iteration 216Q: 44 clusters Score -1.109149e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 42547 members 
Mstep: Class 3 contains 23150 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 29886 members 
Mstep: Class 10 contains 40359 members 
Mstep: Class 11 contains 37769 members 
Mstep: Class 12 contains 12449 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 100590 members 
Mstep: Class 16 contains 49198 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5766 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15096 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52306 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34417 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8489 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7296 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6746 members 
Mstep: Class 37 contains 487 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19009 members 
Mstep: Class 40 contains 343600 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914808.000000 Penalty: 147466.703125
Iteration 217Q: 44 clusters Score -1.109148e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 42576 members 
Mstep: Class 3 contains 23157 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 9962 members 
Mstep: Class 9 contains 29917 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 37734 members 
Mstep: Class 12 contains 12448 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 100498 members 
Mstep: Class 16 contains 49211 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5764 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15097 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52159 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34415 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8503 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6332 members 
Mstep: Class 34 contains 7292 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19012 members 
Mstep: Class 40 contains 343688 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914888.000000 Penalty: 147466.703125
Iteration 218Q: 44 clusters Score -1.109149e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 42599 members 
Mstep: Class 3 contains 23158 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 29955 members 
Mstep: Class 10 contains 40345 members 
Mstep: Class 11 contains 37719 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7869 members 
Mstep: Class 15 contains 100393 members 
Mstep: Class 16 contains 49222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15100 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 52015 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34414 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8524 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7288 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19023 members 
Mstep: Class 40 contains 343772 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915088.000000 Penalty: 147466.703125
Iteration 219Q: 44 clusters Score -1.109151e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 42630 members 
Mstep: Class 3 contains 23156 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 29994 members 
Mstep: Class 10 contains 40347 members 
Mstep: Class 11 contains 37699 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 7873 members 
Mstep: Class 15 contains 100280 members 
Mstep: Class 16 contains 49238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5760 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15102 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51863 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34418 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8532 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7283 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19033 members 
Mstep: Class 40 contains 343887 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 10804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914928.000000 Penalty: 147466.703125
Iteration 220F: 44 clusters Score -1.109149e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 42660 members 
Mstep: Class 3 contains 23161 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 40349 members 
Mstep: Class 11 contains 37582 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7876 members 
Mstep: Class 15 contains 100172 members 
Mstep: Class 16 contains 49250 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5756 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 15103 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51746 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34418 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8544 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7282 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6746 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19038 members 
Mstep: Class 40 contains 343966 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 11005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915080.000000 Penalty: 147466.703125
Iteration 221Q: 44 clusters Score -1.109151e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 42678 members 
Mstep: Class 3 contains 23166 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 30049 members 
Mstep: Class 10 contains 40352 members 
Mstep: Class 11 contains 37453 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 15 contains 100070 members 
Mstep: Class 16 contains 49264 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5756 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 15104 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51632 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34413 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8558 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7281 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19040 members 
Mstep: Class 40 contains 344054 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 11199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915200.000000 Penalty: 147466.703125
Iteration 222Q: 44 clusters Score -1.109152e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 42701 members 
Mstep: Class 3 contains 23173 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 30074 members 
Mstep: Class 10 contains 40351 members 
Mstep: Class 11 contains 37319 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7883 members 
Mstep: Class 15 contains 99963 members 
Mstep: Class 16 contains 49283 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5756 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15104 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51509 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34410 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7277 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19040 members 
Mstep: Class 40 contains 344158 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 11385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915264.000000 Penalty: 147466.703125
Iteration 223Q: 44 clusters Score -1.109153e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 42722 members 
Mstep: Class 3 contains 23178 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 9897 members 
Mstep: Class 9 contains 30092 members 
Mstep: Class 10 contains 40341 members 
Mstep: Class 11 contains 37211 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 99845 members 
Mstep: Class 16 contains 49298 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5754 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15104 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51395 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34408 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8593 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 489 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19046 members 
Mstep: Class 40 contains 344283 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915112.000000 Penalty: 147466.703125
Iteration 224Q: 44 clusters Score -1.109151e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 42745 members 
Mstep: Class 3 contains 23178 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 4701 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 30122 members 
Mstep: Class 10 contains 40338 members 
Mstep: Class 11 contains 37107 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 99739 members 
Mstep: Class 16 contains 49313 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5756 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15105 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51293 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34406 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6742 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19053 members 
Mstep: Class 40 contains 344379 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 11709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915168.000000 Penalty: 147466.703125
Iteration 225Q: 44 clusters Score -1.109152e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 42753 members 
Mstep: Class 3 contains 23175 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 30151 members 
Mstep: Class 10 contains 40333 members 
Mstep: Class 11 contains 36996 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7891 members 
Mstep: Class 15 contains 99645 members 
Mstep: Class 16 contains 49336 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5755 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15110 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51188 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34407 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8623 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6736 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19059 members 
Mstep: Class 40 contains 344493 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 11867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915232.000000 Penalty: 147466.703125
Iteration 226Q: 44 clusters Score -1.109152e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 42760 members 
Mstep: Class 3 contains 23176 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4658 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 30192 members 
Mstep: Class 10 contains 40340 members 
Mstep: Class 11 contains 36885 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7893 members 
Mstep: Class 15 contains 99556 members 
Mstep: Class 16 contains 49363 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51102 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34411 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8633 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 7265 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19067 members 
Mstep: Class 40 contains 344570 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915304.000000 Penalty: 147466.703125
Iteration 227Q: 44 clusters Score -1.109153e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 42775 members 
Mstep: Class 3 contains 23179 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 9839 members 
Mstep: Class 9 contains 30230 members 
Mstep: Class 10 contains 40347 members 
Mstep: Class 11 contains 36788 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7898 members 
Mstep: Class 15 contains 99458 members 
Mstep: Class 16 contains 49406 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15112 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 51015 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34413 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8642 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 7258 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19077 members 
Mstep: Class 40 contains 344646 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915312.000000 Penalty: 147466.703125
Iteration 228Q: 44 clusters Score -1.109153e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 42795 members 
Mstep: Class 3 contains 23180 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 9828 members 
Mstep: Class 9 contains 30254 members 
Mstep: Class 10 contains 40346 members 
Mstep: Class 11 contains 36696 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7907 members 
Mstep: Class 15 contains 99348 members 
Mstep: Class 16 contains 49443 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15113 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50926 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34410 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8645 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6728 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19094 members 
Mstep: Class 40 contains 344733 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915320.000000 Penalty: 147466.703125
Iteration 229Q: 44 clusters Score -1.109153e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 42814 members 
Mstep: Class 3 contains 23178 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 9826 members 
Mstep: Class 9 contains 30288 members 
Mstep: Class 10 contains 40341 members 
Mstep: Class 11 contains 36615 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7909 members 
Mstep: Class 15 contains 99262 members 
Mstep: Class 16 contains 49487 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5748 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15114 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50836 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34409 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8647 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7252 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19104 members 
Mstep: Class 40 contains 344795 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915264.000000 Penalty: 147466.703125
Iteration 230Q: 44 clusters Score -1.109153e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 42833 members 
Mstep: Class 3 contains 23178 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 9821 members 
Mstep: Class 9 contains 30313 members 
Mstep: Class 10 contains 40343 members 
Mstep: Class 11 contains 36541 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 99190 members 
Mstep: Class 16 contains 49520 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5748 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15118 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50752 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34405 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8646 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7252 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19111 members 
Mstep: Class 40 contains 344856 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915224.000000 Penalty: 147466.703125
Iteration 231Q: 44 clusters Score -1.109152e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 42850 members 
Mstep: Class 3 contains 23184 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 30337 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 99123 members 
Mstep: Class 16 contains 49537 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 15120 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50684 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8649 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7253 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19116 members 
Mstep: Class 40 contains 344899 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915240.000000 Penalty: 147466.703125
Iteration 232Q: 44 clusters Score -1.109152e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 42870 members 
Mstep: Class 3 contains 23188 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4562 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9802 members 
Mstep: Class 9 contains 30356 members 
Mstep: Class 10 contains 40350 members 
Mstep: Class 11 contains 36425 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 99046 members 
Mstep: Class 16 contains 49558 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15121 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50607 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8651 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 7248 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19117 members 
Mstep: Class 40 contains 344977 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915168.000000 Penalty: 147466.703125
Iteration 233Q: 44 clusters Score -1.109152e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 42887 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 30379 members 
Mstep: Class 10 contains 40353 members 
Mstep: Class 11 contains 36380 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7915 members 
Mstep: Class 15 contains 98969 members 
Mstep: Class 16 contains 49574 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15124 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50540 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8653 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19124 members 
Mstep: Class 40 contains 345039 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915216.000000 Penalty: 147466.703125
Iteration 234Q: 44 clusters Score -1.109152e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9786 members 
Mstep: Class 9 contains 30394 members 
Mstep: Class 10 contains 40346 members 
Mstep: Class 11 contains 36326 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7915 members 
Mstep: Class 15 contains 98898 members 
Mstep: Class 16 contains 49587 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50459 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34395 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19134 members 
Mstep: Class 40 contains 345148 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915304.000000 Penalty: 147466.703125
Iteration 235Q: 44 clusters Score -1.109153e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 42906 members 
Mstep: Class 3 contains 23190 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 30418 members 
Mstep: Class 10 contains 40351 members 
Mstep: Class 11 contains 36278 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 98844 members 
Mstep: Class 16 contains 49605 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50384 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34394 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7244 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19137 members 
Mstep: Class 40 contains 345216 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915392.000000 Penalty: 147466.703125
Iteration 236Q: 44 clusters Score -1.109154e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 42917 members 
Mstep: Class 3 contains 23194 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 9779 members 
Mstep: Class 9 contains 30436 members 
Mstep: Class 10 contains 40347 members 
Mstep: Class 11 contains 36242 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7918 members 
Mstep: Class 15 contains 98794 members 
Mstep: Class 16 contains 49625 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50311 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3036 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8670 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19143 members 
Mstep: Class 40 contains 345273 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915288.000000 Penalty: 147466.703125
Iteration 237Q: 44 clusters Score -1.109153e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 42927 members 
Mstep: Class 3 contains 23195 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 30440 members 
Mstep: Class 10 contains 40350 members 
Mstep: Class 11 contains 36216 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7924 members 
Mstep: Class 15 contains 98734 members 
Mstep: Class 16 contains 49641 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15130 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50244 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34394 members 
Mstep: Class 27 contains 3041 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8677 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19151 members 
Mstep: Class 40 contains 345335 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 12973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915536.000000 Penalty: 147466.703125
Iteration 238Q: 44 clusters Score -1.109155e+08 nChanged 349
Entering ConstructFrom: 
Score: -110915536.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (111206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Entering Unmasked Estep 
Score: -12577446.000000 Penalty: 2881.546631
	Iteration 0F: 2 clusters Score -1.257745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -12502914.000000 Penalty: 5763.093262
	Iteration 0F: 3 clusters Score -1.250291e+07 nChanged 52817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -12533347.000000 Penalty: 5763.093262
	Iteration 1F: 3 clusters Score -1.253335e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -12534131.000000 Penalty: 5763.093262
	Iteration 2Q: 3 clusters Score -1.253413e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -12535368.000000 Penalty: 5763.093262
	Iteration 3Q: 3 clusters Score -1.253537e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -12537268.000000 Penalty: 5763.093262
	Iteration 4Q: 3 clusters Score -1.253727e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -12540394.000000 Penalty: 5763.093262
	Iteration 5F: 3 clusters Score -1.254039e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -12545618.000000 Penalty: 5763.093262
	Iteration 6F: 3 clusters Score -1.254562e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -12552561.000000 Penalty: 5763.093262
	Iteration 7F: 3 clusters Score -1.255256e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -12559339.000000 Penalty: 5763.093262
	Iteration 8F: 3 clusters Score -1.255934e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -12564819.000000 Penalty: 5763.093262
	Iteration 9F: 3 clusters Score -1.256482e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
Score: -12568516.000000 Penalty: 5763.093262
	Iteration 10Q: 3 clusters Score -1.256852e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -12571173.000000 Penalty: 5763.093262
	Iteration 11Q: 3 clusters Score -1.257117e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -12572963.000000 Penalty: 5763.093262
	Iteration 12Q: 3 clusters Score -1.257296e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -12573934.000000 Penalty: 5763.093262
	Iteration 13Q: 3 clusters Score -1.257393e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 110008 members 
Entering Unmasked Estep 
Score: -12574479.000000 Penalty: 5763.093262
	Iteration 14Q: 3 clusters Score -1.257448e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -12574704.000000 Penalty: 5763.093262
	Iteration 15Q: 3 clusters Score -1.25747e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
Score: -12574805.000000 Penalty: 5763.093262
	Iteration 16Q: 3 clusters Score -1.25748e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -12574865.000000 Penalty: 5763.093262
	Iteration 17Q: 3 clusters Score -1.257486e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -12574906.000000 Penalty: 5763.093262
	Iteration 18Q: 3 clusters Score -1.257491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -12574929.000000 Penalty: 5763.093262
	Iteration 19Q: 3 clusters Score -1.257493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -12574965.000000 Penalty: 5763.093262
	Iteration 20F: 3 clusters Score -1.257496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -12574970.000000 Penalty: 5763.093262
	Iteration 21Q: 3 clusters Score -1.257497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -12575000.000000 Penalty: 5763.093262
	Iteration 22Q: 3 clusters Score -1.2575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -12574999.000000 Penalty: 5763.093262
	Iteration 23Q: 3 clusters Score -1.2575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -12575018.000000 Penalty: 5763.093262
	Iteration 24Q: 3 clusters Score -1.257502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -12575012.000000 Penalty: 5763.093262
	Iteration 25Q: 3 clusters Score -1.257501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -12575015.000000 Penalty: 5763.093262
	Iteration 26Q: 3 clusters Score -1.257502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 110730 members 
Entering Unmasked Estep 
Score: -12575021.000000 Penalty: 5763.093262
	Iteration 27Q: 3 clusters Score -1.257502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -12575022.000000 Penalty: 5763.093262
	Iteration 28Q: 3 clusters Score -1.257502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 110739 members 
Entering Unmasked Estep 
Score: -12575045.000000 Penalty: 5763.093262
	Iteration 29Q: 3 clusters Score -1.257504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -12575044.000000 Penalty: 5763.093262
	Iteration 30Q: 3 clusters Score -1.257504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -12575048.000000 Penalty: 5763.093262
	Iteration 31Q: 3 clusters Score -1.257505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -12575058.000000 Penalty: 5763.093262
	Iteration 32Q: 3 clusters Score -1.257506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -12575058.000000 Penalty: 5763.093262
	Iteration 33F: 3 clusters Score -1.257506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Entering Unmasked Estep 
Score: -4868569.000000 Penalty: 2645.589355
	Iteration 0F: 2 clusters Score -4868569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4839474.500000 Penalty: 5291.178711
	Iteration 0F: 3 clusters Score -4839474 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4850150.500000 Penalty: 5291.178711
	Iteration 1F: 3 clusters Score -4850150 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4850628.000000 Penalty: 5291.178711
	Iteration 2Q: 3 clusters Score -4850628 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4851020.500000 Penalty: 5291.178711
	Iteration 3Q: 3 clusters Score -4851020 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4851475.500000 Penalty: 5291.178711
	Iteration 4Q: 3 clusters Score -4851476 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4851943.000000 Penalty: 5291.178711
	Iteration 5Q: 3 clusters Score -4851943 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4852597.500000 Penalty: 5291.178711
	Iteration 6Q: 3 clusters Score -4852598 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4853498.000000 Penalty: 5291.178711
	Iteration 7Q: 3 clusters Score -4853498 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4854917.500000 Penalty: 5291.178711
	Iteration 8F: 3 clusters Score -4854918 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4856991.000000 Penalty: 5291.178711
	Iteration 9F: 3 clusters Score -4856991 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4859488.500000 Penalty: 5291.178711
	Iteration 10F: 3 clusters Score -4859488 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4861957.500000 Penalty: 5291.178711
	Iteration 11F: 3 clusters Score -4861958 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4863721.500000 Penalty: 5291.178711
	Iteration 12Q: 3 clusters Score -4863722 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4864793.000000 Penalty: 5291.178711
	Iteration 13Q: 3 clusters Score -4864793 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4865424.000000 Penalty: 5291.178711
	Iteration 14Q: 3 clusters Score -4865424 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4865779.000000 Penalty: 5291.178711
	Iteration 15Q: 3 clusters Score -4865779 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4865955.000000 Penalty: 5291.178711
	Iteration 16Q: 3 clusters Score -4865955 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4866061.500000 Penalty: 5291.178711
	Iteration 17Q: 3 clusters Score -4866062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4866144.000000 Penalty: 5291.178711
	Iteration 18Q: 3 clusters Score -4866144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4866185.000000 Penalty: 5291.178711
	Iteration 19Q: 3 clusters Score -4866185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4866219.500000 Penalty: 5291.178711
	Iteration 20F: 3 clusters Score -4866220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4866244.000000 Penalty: 5291.178711
	Iteration 21Q: 3 clusters Score -4866244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4866272.000000 Penalty: 5291.178711
	Iteration 22Q: 3 clusters Score -4866272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4866297.500000 Penalty: 5291.178711
	Iteration 23Q: 3 clusters Score -4866298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4866305.500000 Penalty: 5291.178711
	Iteration 24Q: 3 clusters Score -4866306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4866314.500000 Penalty: 5291.178711
	Iteration 25Q: 3 clusters Score -4866314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4866323.500000 Penalty: 5291.178711
	Iteration 26Q: 3 clusters Score -4866324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4866329.000000 Penalty: 5291.178711
	Iteration 27Q: 3 clusters Score -4866329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4866333.000000 Penalty: 5291.178711
	Iteration 28Q: 3 clusters Score -4866333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4866343.000000 Penalty: 5291.178711
	Iteration 29Q: 3 clusters Score -4866343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4866343.000000 Penalty: 5291.178711
	Iteration 30F: 3 clusters Score -4866343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Entering Unmasked Estep 
Score: -2674558.250000 Penalty: 2492.830322
	Iteration 0F: 2 clusters Score -2674558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2658413.250000 Penalty: 4985.660645
	Iteration 0F: 3 clusters Score -2658413 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2663919.250000 Penalty: 4985.660645
	Iteration 1F: 3 clusters Score -2663919 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2664383.250000 Penalty: 4985.660645
	Iteration 2F: 3 clusters Score -2664383 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2664806.750000 Penalty: 4985.660645
	Iteration 3Q: 3 clusters Score -2664807 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2665208.500000 Penalty: 4985.660645
	Iteration 4Q: 3 clusters Score -2665208 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2665619.750000 Penalty: 4985.660645
	Iteration 5Q: 3 clusters Score -2665620 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2666133.250000 Penalty: 4985.660645
	Iteration 6Q: 3 clusters Score -2666133 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2666759.500000 Penalty: 4985.660645
	Iteration 7Q: 3 clusters Score -2666760 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2667514.250000 Penalty: 4985.660645
	Iteration 8F: 3 clusters Score -2667514 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2668319.500000 Penalty: 4985.660645
	Iteration 9F: 3 clusters Score -2668320 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2669138.250000 Penalty: 4985.660645
	Iteration 10Q: 3 clusters Score -2669138 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2669908.750000 Penalty: 4985.660645
	Iteration 11Q: 3 clusters Score -2669909 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2670599.500000 Penalty: 4985.660645
	Iteration 12Q: 3 clusters Score -2670600 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2671116.750000 Penalty: 4985.660645
	Iteration 13Q: 3 clusters Score -2671117 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2671491.500000 Penalty: 4985.660645
	Iteration 14Q: 3 clusters Score -2671492 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2671766.750000 Penalty: 4985.660645
	Iteration 15Q: 3 clusters Score -2671767 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2671933.500000 Penalty: 4985.660645
	Iteration 16Q: 3 clusters Score -2671934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2672064.750000 Penalty: 4985.660645
	Iteration 17Q: 3 clusters Score -2672065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2672156.250000 Penalty: 4985.660645
	Iteration 18Q: 3 clusters Score -2672156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2672218.250000 Penalty: 4985.660645
	Iteration 19Q: 3 clusters Score -2672218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2672252.500000 Penalty: 4985.660645
	Iteration 20F: 3 clusters Score -2672252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2672272.500000 Penalty: 4985.660645
	Iteration 21Q: 3 clusters Score -2672272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2672289.750000 Penalty: 4985.660645
	Iteration 22Q: 3 clusters Score -2672290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2672317.000000 Penalty: 4985.660645
	Iteration 23Q: 3 clusters Score -2672317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2672336.500000 Penalty: 4985.660645
	Iteration 24Q: 3 clusters Score -2672336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2672348.750000 Penalty: 4985.660645
	Iteration 25Q: 3 clusters Score -2672349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2672366.250000 Penalty: 4985.660645
	Iteration 26Q: 3 clusters Score -2672366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2672383.250000 Penalty: 4985.660645
	Iteration 27Q: 3 clusters Score -2672383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2672393.250000 Penalty: 4985.660645
	Iteration 28Q: 3 clusters Score -2672393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2672404.750000 Penalty: 4985.660645
	Iteration 29Q: 3 clusters Score -2672405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2672415.500000 Penalty: 4985.660645
	Iteration 30Q: 3 clusters Score -2672416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2672420.750000 Penalty: 4985.660645
	Iteration 31Q: 3 clusters Score -2672421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2672426.250000 Penalty: 4985.660645
	Iteration 32Q: 3 clusters Score -2672426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2672426.000000 Penalty: 4985.660645
	Iteration 33Q: 3 clusters Score -2672426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2672434.250000 Penalty: 4985.660645
	Iteration 34Q: 3 clusters Score -2672434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2672435.500000 Penalty: 4985.660645
	Iteration 35Q: 3 clusters Score -2672436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2672438.500000 Penalty: 4985.660645
	Iteration 36Q: 3 clusters Score -2672438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2672441.750000 Penalty: 4985.660645
	Iteration 37Q: 3 clusters Score -2672442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2672441.000000 Penalty: 4985.660645
	Iteration 38Q: 3 clusters Score -2672441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2672443.500000 Penalty: 4985.660645
	Iteration 39Q: 3 clusters Score -2672444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2672443.500000 Penalty: 4985.660645
	Iteration 40F: 3 clusters Score -2672444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68381.359375 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68381.36 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68603.140625 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68603.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68697.476562 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -68697.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68776.593750 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -68776.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68832.359375 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -68832.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68908.101562 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -68908.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68987.148438 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -68987.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69052.093750 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -69052.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69121.000000 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -69121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69291.414062 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -69291.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69467.195312 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -69467.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69592.500000 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -69592.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69882.453125 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -69882.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70429.382812 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -70429.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70487.578125 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -70487.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70523.000000 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -70523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70533.093750 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -70533.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70544.757812 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -70544.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70559.054688 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -70559.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70574.156250 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -70574.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70574.156250 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -70574.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 462 members 
Entering Unmasked Estep 
Score: -110914232.000000 Penalty: 150896.156250
Splitting cluster 4 changes total score from -110915536.000000 to -110914232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -760427.250000 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -760427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -754785.062500 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -754785.1 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -756262.562500 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -756262.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -756524.750000 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -756524.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -756729.812500 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -756729.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -756861.437500 Penalty: 4379.804199
	Iteration 4Q: 3 clusters Score -756861.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -756953.875000 Penalty: 4379.804199
	Iteration 5Q: 3 clusters Score -756953.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -757052.562500 Penalty: 4379.804199
	Iteration 6Q: 3 clusters Score -757052.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -757135.625000 Penalty: 4379.804199
	Iteration 7Q: 3 clusters Score -757135.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -757206.375000 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -757206.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -757277.437500 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -757277.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -757344.625000 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -757344.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -757431.812500 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -757431.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -757525.750000 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -757525.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -757629.937500 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -757629.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -757745.875000 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -757745.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -757849.250000 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -757849.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -757937.562500 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -757937.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -758017.000000 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -758017 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -758081.000000 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -758081 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -758132.625000 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -758132.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -758173.062500 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -758173.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -758209.937500 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -758209.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -758239.312500 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -758239.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -758264.750000 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -758264.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -758291.937500 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -758291.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -758311.500000 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -758311.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -758324.625000 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -758324.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -758338.562500 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -758338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -758350.187500 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -758350.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -758356.625000 Penalty: 4379.804199
	Iteration 29Q: 3 clusters Score -758356.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -758367.750000 Penalty: 4379.804199
	Iteration 30Q: 3 clusters Score -758367.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -758378.312500 Penalty: 4379.804199
	Iteration 31Q: 3 clusters Score -758378.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -758390.250000 Penalty: 4379.804199
	Iteration 32Q: 3 clusters Score -758390.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -758400.000000 Penalty: 4379.804199
	Iteration 33Q: 3 clusters Score -758400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -758409.625000 Penalty: 4379.804199
	Iteration 34Q: 3 clusters Score -758409.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -758419.312500 Penalty: 4379.804199
	Iteration 35Q: 3 clusters Score -758419.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -758428.562500 Penalty: 4379.804199
	Iteration 36Q: 3 clusters Score -758428.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -758445.000000 Penalty: 4379.804199
	Iteration 37Q: 3 clusters Score -758445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -758455.812500 Penalty: 4379.804199
	Iteration 38Q: 3 clusters Score -758455.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -758467.625000 Penalty: 4379.804199
	Iteration 39Q: 3 clusters Score -758467.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -758473.687500 Penalty: 4379.804199
	Iteration 40F: 3 clusters Score -758473.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -758477.000000 Penalty: 4379.804199
	Iteration 41Q: 3 clusters Score -758477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -758477.187500 Penalty: 4379.804199
	Iteration 42Q: 3 clusters Score -758477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -758479.937500 Penalty: 4379.804199
	Iteration 43Q: 3 clusters Score -758479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -758482.562500 Penalty: 4379.804199
	Iteration 44Q: 3 clusters Score -758482.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -758485.187500 Penalty: 4379.804199
	Iteration 45Q: 3 clusters Score -758485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -758485.875000 Penalty: 4379.804199
	Iteration 46Q: 3 clusters Score -758485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -758489.437500 Penalty: 4379.804199
	Iteration 47Q: 3 clusters Score -758489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -758490.875000 Penalty: 4379.804199
	Iteration 48Q: 3 clusters Score -758490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -758493.812500 Penalty: 4379.804199
	Iteration 49Q: 3 clusters Score -758493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -758495.312500 Penalty: 4379.804199
	Iteration 50Q: 3 clusters Score -758495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -758498.000000 Penalty: 4379.804199
	Iteration 51Q: 3 clusters Score -758498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -758500.125000 Penalty: 4379.804199
	Iteration 52Q: 3 clusters Score -758500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -758504.312500 Penalty: 4379.804199
	Iteration 53Q: 3 clusters Score -758504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -758505.437500 Penalty: 4379.804199
	Iteration 54Q: 3 clusters Score -758505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -758506.812500 Penalty: 4379.804199
	Iteration 55Q: 3 clusters Score -758506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -758509.812500 Penalty: 4379.804199
	Iteration 56Q: 3 clusters Score -758509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -758509.812500 Penalty: 4379.804199
	Iteration 57F: 3 clusters Score -758509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -485804.250000 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -485804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -481603.312500 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -481603.3 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482559.812500 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -482559.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -482745.968750 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -482746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -482870.687500 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -482870.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -482961.218750 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -482961.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -483065.031250 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -483065 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -483168.656250 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -483168.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -483263.156250 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -483263.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -483343.281250 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -483343.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -483412.437500 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -483412.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -483467.718750 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -483467.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -483526.406250 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -483526.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -483581.781250 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -483581.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -483643.437500 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -483643.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -483702.375000 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -483702.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -483756.531250 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -483756.5 nChanged 89
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: -483804.593750 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -483804.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -483847.125000 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -483847.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -483884.406250 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -483884.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -483922.125000 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -483922.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -483955.125000 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -483955.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -483981.312500 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -483981.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -484006.250000 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -484006.2 nChanged 48
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: -484028.312500 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -484028.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -484047.812500 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -484047.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -484065.437500 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -484065.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -484085.250000 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -484085.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -484098.031250 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -484098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -484110.375000 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -484110.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -484121.781250 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -484121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -484129.843750 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -484129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -484135.062500 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -484135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -484139.750000 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -484139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -484142.156250 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -484142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -484143.281250 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -484143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -484143.468750 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -484143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -484144.562500 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -484144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -484144.562500 Penalty: 4171.276367
	Iteration 37F: 3 clusters Score -484144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -233603.656250 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -233603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -230797.687500 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -230797.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -231358.625000 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -231358.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -231509.921875 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -231509.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -231593.000000 Penalty: 3852.982666
	Iteration 3Q: 3 clusters Score -231593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -231651.343750 Penalty: 3852.982666
	Iteration 4Q: 3 clusters Score -231651.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -231708.328125 Penalty: 3852.982666
	Iteration 5Q: 3 clusters Score -231708.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -231761.890625 Penalty: 3852.982666
	Iteration 6Q: 3 clusters Score -231761.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -231818.796875 Penalty: 3852.982666
	Iteration 7Q: 3 clusters Score -231818.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -231884.656250 Penalty: 3852.982666
	Iteration 8Q: 3 clusters Score -231884.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -231949.906250 Penalty: 3852.982666
	Iteration 9Q: 3 clusters Score -231949.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232045.968750 Penalty: 3852.982666
	Iteration 10Q: 3 clusters Score -232046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -232182.531250 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -232182.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -232332.375000 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -232332.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -232495.421875 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -232495.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -232664.531250 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -232664.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232789.656250 Penalty: 3852.982666
	Iteration 15Q: 3 clusters Score -232789.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -232886.453125 Penalty: 3852.982666
	Iteration 16Q: 3 clusters Score -232886.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -232982.187500 Penalty: 3852.982666
	Iteration 17Q: 3 clusters Score -232982.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233049.203125 Penalty: 3852.982666
	Iteration 18Q: 3 clusters Score -233049.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233110.812500 Penalty: 3852.982666
	Iteration 19Q: 3 clusters Score -233110.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -233157.703125 Penalty: 3852.982666
	Iteration 20F: 3 clusters Score -233157.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -233194.593750 Penalty: 3852.982666
	Iteration 21Q: 3 clusters Score -233194.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -233223.125000 Penalty: 3852.982666
	Iteration 22Q: 3 clusters Score -233223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233238.156250 Penalty: 3852.982666
	Iteration 23Q: 3 clusters Score -233238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -233249.875000 Penalty: 3852.982666
	Iteration 24Q: 3 clusters Score -233249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233263.109375 Penalty: 3852.982666
	Iteration 25Q: 3 clusters Score -233263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233269.093750 Penalty: 3852.982666
	Iteration 26Q: 3 clusters Score -233269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233276.156250 Penalty: 3852.982666
	Iteration 27Q: 3 clusters Score -233276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -233280.765625 Penalty: 3852.982666
	Iteration 28Q: 3 clusters Score -233280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -233287.265625 Penalty: 3852.982666
	Iteration 29Q: 3 clusters Score -233287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -233288.500000 Penalty: 3852.982666
	Iteration 30Q: 3 clusters Score -233288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233290.625000 Penalty: 3852.982666
	Iteration 31Q: 3 clusters Score -233290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -233293.812500 Penalty: 3852.982666
	Iteration 32Q: 3 clusters Score -233293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233296.390625 Penalty: 3852.982666
	Iteration 33Q: 3 clusters Score -233296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -233296.828125 Penalty: 3852.982666
	Iteration 34Q: 3 clusters Score -233296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -233296.828125 Penalty: 3852.982666
	Iteration 35F: 3 clusters Score -233296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Entering Unmasked Estep 
Score: -1081182.875000 Penalty: 2278.241455
	Iteration 0F: 2 clusters Score -1081183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1073596.875000 Penalty: 4556.482910
	Iteration 0F: 3 clusters Score -1073597 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1075766.750000 Penalty: 4556.482910
	Iteration 1F: 3 clusters Score -1075767 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1076113.000000 Penalty: 4556.482910
	Iteration 2F: 3 clusters Score -1076113 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1076411.500000 Penalty: 4556.482910
	Iteration 3F: 3 clusters Score -1076412 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1076711.000000 Penalty: 4556.482910
	Iteration 4F: 3 clusters Score -1076711 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1076999.125000 Penalty: 4556.482910
	Iteration 5Q: 3 clusters Score -1076999 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1077270.125000 Penalty: 4556.482910
	Iteration 6Q: 3 clusters Score -1077270 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1077544.625000 Penalty: 4556.482910
	Iteration 7Q: 3 clusters Score -1077545 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1077852.375000 Penalty: 4556.482910
	Iteration 8Q: 3 clusters Score -1077852 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1078136.625000 Penalty: 4556.482910
	Iteration 9Q: 3 clusters Score -1078137 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1078444.375000 Penalty: 4556.482910
	Iteration 10Q: 3 clusters Score -1078444 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1078696.875000 Penalty: 4556.482910
	Iteration 11Q: 3 clusters Score -1078697 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1078910.125000 Penalty: 4556.482910
	Iteration 12Q: 3 clusters Score -1078910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1079066.750000 Penalty: 4556.482910
	Iteration 13Q: 3 clusters Score -1079067 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1079161.000000 Penalty: 4556.482910
	Iteration 14Q: 3 clusters Score -1079161 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1079218.375000 Penalty: 4556.482910
	Iteration 15Q: 3 clusters Score -1079218 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1079262.250000 Penalty: 4556.482910
	Iteration 16Q: 3 clusters Score -1079262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1079281.125000 Penalty: 4556.482910
	Iteration 17Q: 3 clusters Score -1079281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1079295.875000 Penalty: 4556.482910
	Iteration 18Q: 3 clusters Score -1079296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1079304.250000 Penalty: 4556.482910
	Iteration 19Q: 3 clusters Score -1079304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1079311.375000 Penalty: 4556.482910
	Iteration 20F: 3 clusters Score -1079311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1079321.750000 Penalty: 4556.482910
	Iteration 21Q: 3 clusters Score -1079322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1079322.000000 Penalty: 4556.482910
	Iteration 22Q: 3 clusters Score -1079322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1079324.750000 Penalty: 4556.482910
	Iteration 23Q: 3 clusters Score -1079325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1079329.125000 Penalty: 4556.482910
	Iteration 24Q: 3 clusters Score -1079329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1079327.750000 Penalty: 4556.482910
	Iteration 25Q: 3 clusters Score -1079328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1079327.625000 Penalty: 4556.482910
	Iteration 26Q: 3 clusters Score -1079328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1079329.625000 Penalty: 4556.482910
	Iteration 27Q: 3 clusters Score -1079330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1079334.000000 Penalty: 4556.482910
	Iteration 28Q: 3 clusters Score -1079334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1079333.625000 Penalty: 4556.482910
	Iteration 29Q: 3 clusters Score -1079334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1079338.250000 Penalty: 4556.482910
	Iteration 30Q: 3 clusters Score -1079338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1079338.250000 Penalty: 4556.482910
	Iteration 31Q: 3 clusters Score -1079338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1079340.375000 Penalty: 4556.482910
	Iteration 32Q: 3 clusters Score -1079340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1079340.125000 Penalty: 4556.482910
	Iteration 33Q: 3 clusters Score -1079340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1079341.000000 Penalty: 4556.482910
	Iteration 34Q: 3 clusters Score -1079341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1079341.250000 Penalty: 4556.482910
	Iteration 35Q: 3 clusters Score -1079341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1079343.250000 Penalty: 4556.482910
	Iteration 36Q: 3 clusters Score -1079343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1079344.750000 Penalty: 4556.482910
	Iteration 37Q: 3 clusters Score -1079345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1079344.750000 Penalty: 4556.482910
	Iteration 38Q: 3 clusters Score -1079345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1079345.375000 Penalty: 4556.482910
	Iteration 39Q: 3 clusters Score -1079345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1079345.250000 Penalty: 4556.482910
	Iteration 40F: 3 clusters Score -1079345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1079345.250000 Penalty: 4556.482910
	Iteration 41Q: 3 clusters Score -1079345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1079346.500000 Penalty: 4556.482910
	Iteration 42Q: 3 clusters Score -1079346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1079346.500000 Penalty: 4556.482910
	Iteration 43Q: 3 clusters Score -1079346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1079348.375000 Penalty: 4556.482910
	Iteration 44Q: 3 clusters Score -1079348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1079348.875000 Penalty: 4556.482910
	Iteration 45Q: 3 clusters Score -1079349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1079348.250000 Penalty: 4556.482910
	Iteration 46Q: 3 clusters Score -1079348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1079348.500000 Penalty: 4556.482910
	Iteration 47Q: 3 clusters Score -1079348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1079350.000000 Penalty: 4556.482910
	Iteration 48Q: 3 clusters Score -1079350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1079350.000000 Penalty: 4556.482910
	Iteration 49F: 3 clusters Score -1079350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Entering Unmasked Estep 
Score: -3478813.000000 Penalty: 2560.320801
	Iteration 0F: 2 clusters Score -3478813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3457906.250000 Penalty: 5120.641602
	Iteration 0F: 3 clusters Score -3457906 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3465588.250000 Penalty: 5120.641602
	Iteration 1F: 3 clusters Score -3465588 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3466037.000000 Penalty: 5120.641602
	Iteration 2Q: 3 clusters Score -3466037 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3466419.000000 Penalty: 5120.641602
	Iteration 3Q: 3 clusters Score -3466419 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3466834.000000 Penalty: 5120.641602
	Iteration 4Q: 3 clusters Score -3466834 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3467237.000000 Penalty: 5120.641602
	Iteration 5Q: 3 clusters Score -3467237 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3467733.250000 Penalty: 5120.641602
	Iteration 6Q: 3 clusters Score -3467733 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3468305.500000 Penalty: 5120.641602
	Iteration 7Q: 3 clusters Score -3468306 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3469021.750000 Penalty: 5120.641602
	Iteration 8Q: 3 clusters Score -3469022 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3469831.250000 Penalty: 5120.641602
	Iteration 9Q: 3 clusters Score -3469831 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3470775.500000 Penalty: 5120.641602
	Iteration 10Q: 3 clusters Score -3470776 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3471709.750000 Penalty: 5120.641602
	Iteration 11Q: 3 clusters Score -3471710 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3472507.750000 Penalty: 5120.641602
	Iteration 12Q: 3 clusters Score -3472508 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3473048.500000 Penalty: 5120.641602
	Iteration 13Q: 3 clusters Score -3473048 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3473500.750000 Penalty: 5120.641602
	Iteration 14Q: 3 clusters Score -3473501 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3473908.000000 Penalty: 5120.641602
	Iteration 15Q: 3 clusters Score -3473908 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3474291.500000 Penalty: 5120.641602
	Iteration 16Q: 3 clusters Score -3474292 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3474624.250000 Penalty: 5120.641602
	Iteration 17Q: 3 clusters Score -3474624 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3474944.000000 Penalty: 5120.641602
	Iteration 18Q: 3 clusters Score -3474944 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3475220.750000 Penalty: 5120.641602
	Iteration 19Q: 3 clusters Score -3475221 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3475413.750000 Penalty: 5120.641602
	Iteration 20F: 3 clusters Score -3475414 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3475559.750000 Penalty: 5120.641602
	Iteration 21Q: 3 clusters Score -3475560 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3475673.500000 Penalty: 5120.641602
	Iteration 22Q: 3 clusters Score -3475674 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3475750.500000 Penalty: 5120.641602
	Iteration 23Q: 3 clusters Score -3475750 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3475833.500000 Penalty: 5120.641602
	Iteration 24Q: 3 clusters Score -3475834 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3475916.250000 Penalty: 5120.641602
	Iteration 25Q: 3 clusters Score -3475916 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3476001.250000 Penalty: 5120.641602
	Iteration 26Q: 3 clusters Score -3476001 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3476047.000000 Penalty: 5120.641602
	Iteration 27Q: 3 clusters Score -3476047 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3476093.750000 Penalty: 5120.641602
	Iteration 28Q: 3 clusters Score -3476094 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3476137.750000 Penalty: 5120.641602
	Iteration 29Q: 3 clusters Score -3476138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3476189.750000 Penalty: 5120.641602
	Iteration 30Q: 3 clusters Score -3476190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3476232.250000 Penalty: 5120.641602
	Iteration 31Q: 3 clusters Score -3476232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3476297.250000 Penalty: 5120.641602
	Iteration 32Q: 3 clusters Score -3476297 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3476361.250000 Penalty: 5120.641602
	Iteration 33Q: 3 clusters Score -3476361 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3476417.250000 Penalty: 5120.641602
	Iteration 34Q: 3 clusters Score -3476417 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3476502.500000 Penalty: 5120.641602
	Iteration 35Q: 3 clusters Score -3476502 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3476596.750000 Penalty: 5120.641602
	Iteration 36Q: 3 clusters Score -3476597 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3476699.250000 Penalty: 5120.641602
	Iteration 37Q: 3 clusters Score -3476699 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3476804.750000 Penalty: 5120.641602
	Iteration 38Q: 3 clusters Score -3476805 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3476922.000000 Penalty: 5120.641602
	Iteration 39Q: 3 clusters Score -3476922 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3477063.750000 Penalty: 5120.641602
	Iteration 40F: 3 clusters Score -3477064 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3477250.250000 Penalty: 5120.641602
	Iteration 41Q: 3 clusters Score -3477250 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3477436.250000 Penalty: 5120.641602
	Iteration 42Q: 3 clusters Score -3477436 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3477650.250000 Penalty: 5120.641602
	Iteration 43Q: 3 clusters Score -3477650 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3477888.000000 Penalty: 5120.641602
	Iteration 44Q: 3 clusters Score -3477888 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3478169.250000 Penalty: 5120.641602
	Iteration 45Q: 3 clusters Score -3478169 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3478428.250000 Penalty: 5120.641602
	Iteration 46Q: 3 clusters Score -3478428 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3478657.250000 Penalty: 5120.641602
	Iteration 47Q: 3 clusters Score -3478657 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3478803.000000 Penalty: 5120.641602
	Iteration 48Q: 3 clusters Score -3478803 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3478941.500000 Penalty: 5120.641602
	Iteration 49Q: 3 clusters Score -3478942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3479066.000000 Penalty: 5120.641602
	Iteration 50Q: 3 clusters Score -3479066 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3479147.500000 Penalty: 5120.641602
	Iteration 51Q: 3 clusters Score -3479148 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3479246.000000 Penalty: 5120.641602
	Iteration 52Q: 3 clusters Score -3479246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3479290.250000 Penalty: 5120.641602
	Iteration 53Q: 3 clusters Score -3479290 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3479342.500000 Penalty: 5120.641602
	Iteration 54Q: 3 clusters Score -3479342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3479370.500000 Penalty: 5120.641602
	Iteration 55Q: 3 clusters Score -3479370 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3479390.750000 Penalty: 5120.641602
	Iteration 56Q: 3 clusters Score -3479391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3479410.250000 Penalty: 5120.641602
	Iteration 57Q: 3 clusters Score -3479410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3479435.500000 Penalty: 5120.641602
	Iteration 58Q: 3 clusters Score -3479436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3479448.250000 Penalty: 5120.641602
	Iteration 59Q: 3 clusters Score -3479448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3479473.250000 Penalty: 5120.641602
	Iteration 60F: 3 clusters Score -3479473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3479474.250000 Penalty: 5120.641602
	Iteration 61Q: 3 clusters Score -3479474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3479494.000000 Penalty: 5120.641602
	Iteration 62Q: 3 clusters Score -3479494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3479505.500000 Penalty: 5120.641602
	Iteration 63Q: 3 clusters Score -3479506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3479520.000000 Penalty: 5120.641602
	Iteration 64Q: 3 clusters Score -3479520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3479508.250000 Penalty: 5120.641602
	Iteration 65Q: 3 clusters Score -3479508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3479524.000000 Penalty: 5120.641602
	Iteration 66Q: 3 clusters Score -3479524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3479521.250000 Penalty: 5120.641602
	Iteration 67Q: 3 clusters Score -3479521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3479523.750000 Penalty: 5120.641602
	Iteration 68Q: 3 clusters Score -3479524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3479518.250000 Penalty: 5120.641602
	Iteration 69Q: 3 clusters Score -3479518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3479525.250000 Penalty: 5120.641602
	Iteration 70Q: 3 clusters Score -3479525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3479519.500000 Penalty: 5120.641602
	Iteration 71Q: 3 clusters Score -3479520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3479524.000000 Penalty: 5120.641602
	Iteration 72Q: 3 clusters Score -3479524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3479520.750000 Penalty: 5120.641602
	Iteration 73Q: 3 clusters Score -3479521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3479521.500000 Penalty: 5120.641602
	Iteration 74Q: 3 clusters Score -3479522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3479526.750000 Penalty: 5120.641602
	Iteration 75Q: 3 clusters Score -3479527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3479531.750000 Penalty: 5120.641602
	Iteration 76Q: 3 clusters Score -3479532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3479533.750000 Penalty: 5120.641602
	Iteration 77Q: 3 clusters Score -3479534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3479535.000000 Penalty: 5120.641602
	Iteration 78Q: 3 clusters Score -3479535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3479528.500000 Penalty: 5120.641602
	Iteration 79Q: 3 clusters Score -3479528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3479529.750000 Penalty: 5120.641602
	Iteration 80F: 3 clusters Score -3479530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3479530.000000 Penalty: 5120.641602
	Iteration 81Q: 3 clusters Score -3479530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3479530.250000 Penalty: 5120.641602
	Iteration 82Q: 3 clusters Score -3479530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3479534.750000 Penalty: 5120.641602
	Iteration 83Q: 3 clusters Score -3479535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3479532.250000 Penalty: 5120.641602
	Iteration 84Q: 3 clusters Score -3479532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3479530.500000 Penalty: 5120.641602
	Iteration 85Q: 3 clusters Score -3479530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3479526.750000 Penalty: 5120.641602
	Iteration 86Q: 3 clusters Score -3479527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3479527.500000 Penalty: 5120.641602
	Iteration 87Q: 3 clusters Score -3479528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3479526.750000 Penalty: 5120.641602
	Iteration 88Q: 3 clusters Score -3479527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3479528.500000 Penalty: 5120.641602
	Iteration 89Q: 3 clusters Score -3479528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3479521.000000 Penalty: 5120.641602
	Iteration 90Q: 3 clusters Score -3479521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3479519.500000 Penalty: 5120.641602
	Iteration 91Q: 3 clusters Score -3479520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3479519.250000 Penalty: 5120.641602
	Iteration 92Q: 3 clusters Score -3479519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3479519.250000 Penalty: 5120.641602
	Iteration 93F: 3 clusters Score -3479519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 13844 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 16607 members 
Entering Unmasked Estep 
Score: -110914960.000000 Penalty: 150896.156250
Splitting cluster 9 changes total score from -110915536.000000 to -110914960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (40355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Entering Unmasked Estep 
Score: -4181452.250000 Penalty: 2630.156738
	Iteration 0F: 2 clusters Score -4181452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4154066.500000 Penalty: 5260.313477
	Iteration 0F: 3 clusters Score -4154066 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4164479.500000 Penalty: 5260.313477
	Iteration 1F: 3 clusters Score -4164480 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4165370.000000 Penalty: 5260.313477
	Iteration 2F: 3 clusters Score -4165370 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4166338.000000 Penalty: 5260.313477
	Iteration 3F: 3 clusters Score -4166338 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4167431.750000 Penalty: 5260.313477
	Iteration 4F: 3 clusters Score -4167432 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4168777.000000 Penalty: 5260.313477
	Iteration 5F: 3 clusters Score -4168777 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4170309.000000 Penalty: 5260.313477
	Iteration 6F: 3 clusters Score -4170309 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4172059.500000 Penalty: 5260.313477
	Iteration 7F: 3 clusters Score -4172060 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4173956.250000 Penalty: 5260.313477
	Iteration 8F: 3 clusters Score -4173956 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4175615.750000 Penalty: 5260.313477
	Iteration 9F: 3 clusters Score -4175616 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4176746.000000 Penalty: 5260.313477
	Iteration 10Q: 3 clusters Score -4176746 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4177404.250000 Penalty: 5260.313477
	Iteration 11Q: 3 clusters Score -4177404 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4177770.750000 Penalty: 5260.313477
	Iteration 12Q: 3 clusters Score -4177771 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4178025.000000 Penalty: 5260.313477
	Iteration 13Q: 3 clusters Score -4178025 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4178262.500000 Penalty: 5260.313477
	Iteration 14Q: 3 clusters Score -4178262 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4178472.000000 Penalty: 5260.313477
	Iteration 15Q: 3 clusters Score -4178472 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4178643.500000 Penalty: 5260.313477
	Iteration 16Q: 3 clusters Score -4178644 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4178786.000000 Penalty: 5260.313477
	Iteration 17Q: 3 clusters Score -4178786 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4178989.500000 Penalty: 5260.313477
	Iteration 18Q: 3 clusters Score -4178990 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4179179.250000 Penalty: 5260.313477
	Iteration 19Q: 3 clusters Score -4179179 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4179425.250000 Penalty: 5260.313477
	Iteration 20F: 3 clusters Score -4179425 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4179709.000000 Penalty: 5260.313477
	Iteration 21Q: 3 clusters Score -4179709 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4180008.500000 Penalty: 5260.313477
	Iteration 22Q: 3 clusters Score -4180008 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4180350.000000 Penalty: 5260.313477
	Iteration 23Q: 3 clusters Score -4180350 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4180639.500000 Penalty: 5260.313477
	Iteration 24Q: 3 clusters Score -4180640 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4180853.500000 Penalty: 5260.313477
	Iteration 25Q: 3 clusters Score -4180854 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4181023.250000 Penalty: 5260.313477
	Iteration 26Q: 3 clusters Score -4181023 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4181159.250000 Penalty: 5260.313477
	Iteration 27Q: 3 clusters Score -4181159 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4181290.000000 Penalty: 5260.313477
	Iteration 28Q: 3 clusters Score -4181290 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4181358.750000 Penalty: 5260.313477
	Iteration 29Q: 3 clusters Score -4181359 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4181398.500000 Penalty: 5260.313477
	Iteration 30Q: 3 clusters Score -4181398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4181413.000000 Penalty: 5260.313477
	Iteration 31Q: 3 clusters Score -4181413 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4181432.750000 Penalty: 5260.313477
	Iteration 32Q: 3 clusters Score -4181433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4181450.500000 Penalty: 5260.313477
	Iteration 33Q: 3 clusters Score -4181450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4181456.750000 Penalty: 5260.313477
	Iteration 34Q: 3 clusters Score -4181457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4181467.500000 Penalty: 5260.313477
	Iteration 35Q: 3 clusters Score -4181468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4181465.750000 Penalty: 5260.313477
	Iteration 36Q: 3 clusters Score -4181466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -4181486.750000 Penalty: 5260.313477
	Iteration 37Q: 3 clusters Score -4181487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4181487.750000 Penalty: 5260.313477
	Iteration 38Q: 3 clusters Score -4181488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -4181487.250000 Penalty: 5260.313477
	Iteration 39Q: 3 clusters Score -4181487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4181486.250000 Penalty: 5260.313477
	Iteration 40F: 3 clusters Score -4181486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4181480.750000 Penalty: 5260.313477
	Iteration 41Q: 3 clusters Score -4181481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4181487.250000 Penalty: 5260.313477
	Iteration 42Q: 3 clusters Score -4181487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4181486.000000 Penalty: 5260.313477
	Iteration 43Q: 3 clusters Score -4181486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4181493.500000 Penalty: 5260.313477
	Iteration 44Q: 3 clusters Score -4181494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4181495.250000 Penalty: 5260.313477
	Iteration 45Q: 3 clusters Score -4181495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4181496.000000 Penalty: 5260.313477
	Iteration 46Q: 3 clusters Score -4181496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4181508.500000 Penalty: 5260.313477
	Iteration 47Q: 3 clusters Score -4181508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4181501.750000 Penalty: 5260.313477
	Iteration 48Q: 3 clusters Score -4181502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4181503.000000 Penalty: 5260.313477
	Iteration 49Q: 3 clusters Score -4181503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4181501.500000 Penalty: 5260.313477
	Iteration 50Q: 3 clusters Score -4181502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4181501.250000 Penalty: 5260.313477
	Iteration 51Q: 3 clusters Score -4181501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4181499.000000 Penalty: 5260.313477
	Iteration 52Q: 3 clusters Score -4181499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4181497.000000 Penalty: 5260.313477
	Iteration 53Q: 3 clusters Score -4181497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4181499.250000 Penalty: 5260.313477
	Iteration 54Q: 3 clusters Score -4181499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -4181501.750000 Penalty: 5260.313477
	Iteration 55Q: 3 clusters Score -4181502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4181499.750000 Penalty: 5260.313477
	Iteration 56Q: 3 clusters Score -4181500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4181494.750000 Penalty: 5260.313477
	Iteration 57Q: 3 clusters Score -4181495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4181492.250000 Penalty: 5260.313477
	Iteration 58Q: 3 clusters Score -4181492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4181492.250000 Penalty: 5260.313477
	Iteration 59F: 3 clusters Score -4181492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 30438 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 9917 members 
Entering Unmasked Estep 
Score: -110915064.000000 Penalty: 150896.156250
Splitting cluster 10 changes total score from -110915536.000000 to -110915064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Entering Unmasked Estep 
Score: -3993687.250000 Penalty: 2603.079834
	Iteration 0F: 2 clusters Score -3993687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3968955.750000 Penalty: 5206.159668
	Iteration 0F: 3 clusters Score -3968956 nChanged 16571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3978615.250000 Penalty: 5206.159668
	Iteration 1F: 3 clusters Score -3978615 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3979820.500000 Penalty: 5206.159668
	Iteration 2F: 3 clusters Score -3979820 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3981639.250000 Penalty: 5206.159668
	Iteration 3F: 3 clusters Score -3981639 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3983784.250000 Penalty: 5206.159668
	Iteration 4F: 3 clusters Score -3983784 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3985814.750000 Penalty: 5206.159668
	Iteration 5F: 3 clusters Score -3985815 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3987453.000000 Penalty: 5206.159668
	Iteration 6F: 3 clusters Score -3987453 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3988849.250000 Penalty: 5206.159668
	Iteration 7F: 3 clusters Score -3988849 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3990005.750000 Penalty: 5206.159668
	Iteration 8Q: 3 clusters Score -3990006 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3990891.000000 Penalty: 5206.159668
	Iteration 9Q: 3 clusters Score -3990891 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3991472.750000 Penalty: 5206.159668
	Iteration 10Q: 3 clusters Score -3991473 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3991832.000000 Penalty: 5206.159668
	Iteration 11Q: 3 clusters Score -3991832 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3992050.000000 Penalty: 5206.159668
	Iteration 12Q: 3 clusters Score -3992050 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3992185.750000 Penalty: 5206.159668
	Iteration 13Q: 3 clusters Score -3992186 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3992262.500000 Penalty: 5206.159668
	Iteration 14Q: 3 clusters Score -3992262 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3992344.500000 Penalty: 5206.159668
	Iteration 15Q: 3 clusters Score -3992344 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3992408.250000 Penalty: 5206.159668
	Iteration 16Q: 3 clusters Score -3992408 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3992465.250000 Penalty: 5206.159668
	Iteration 17Q: 3 clusters Score -3992465 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3992540.750000 Penalty: 5206.159668
	Iteration 18Q: 3 clusters Score -3992541 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3992605.500000 Penalty: 5206.159668
	Iteration 19Q: 3 clusters Score -3992606 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3992612.750000 Penalty: 5206.159668
	Iteration 20F: 3 clusters Score -3992613 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3992649.250000 Penalty: 5206.159668
	Iteration 21Q: 3 clusters Score -3992649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3992682.750000 Penalty: 5206.159668
	Iteration 22Q: 3 clusters Score -3992683 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3992724.000000 Penalty: 5206.159668
	Iteration 23Q: 3 clusters Score -3992724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3992764.500000 Penalty: 5206.159668
	Iteration 24Q: 3 clusters Score -3992764 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3992778.750000 Penalty: 5206.159668
	Iteration 25Q: 3 clusters Score -3992779 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3992850.000000 Penalty: 5206.159668
	Iteration 26Q: 3 clusters Score -3992850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3992921.500000 Penalty: 5206.159668
	Iteration 27Q: 3 clusters Score -3992922 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3992995.750000 Penalty: 5206.159668
	Iteration 28Q: 3 clusters Score -3992996 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3993061.000000 Penalty: 5206.159668
	Iteration 29Q: 3 clusters Score -3993061 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3993106.000000 Penalty: 5206.159668
	Iteration 30Q: 3 clusters Score -3993106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3993135.250000 Penalty: 5206.159668
	Iteration 31Q: 3 clusters Score -3993135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3993150.500000 Penalty: 5206.159668
	Iteration 32Q: 3 clusters Score -3993150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3993162.000000 Penalty: 5206.159668
	Iteration 33Q: 3 clusters Score -3993162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3993157.500000 Penalty: 5206.159668
	Iteration 34Q: 3 clusters Score -3993158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3993165.250000 Penalty: 5206.159668
	Iteration 35Q: 3 clusters Score -3993165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3993183.250000 Penalty: 5206.159668
	Iteration 36Q: 3 clusters Score -3993183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3993185.750000 Penalty: 5206.159668
	Iteration 37Q: 3 clusters Score -3993186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3993196.000000 Penalty: 5206.159668
	Iteration 38Q: 3 clusters Score -3993196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3993202.750000 Penalty: 5206.159668
	Iteration 39Q: 3 clusters Score -3993203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3993208.750000 Penalty: 5206.159668
	Iteration 40F: 3 clusters Score -3993209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3993204.500000 Penalty: 5206.159668
	Iteration 41Q: 3 clusters Score -3993204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -3993209.750000 Penalty: 5206.159668
	Iteration 42Q: 3 clusters Score -3993210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3993225.750000 Penalty: 5206.159668
	Iteration 43Q: 3 clusters Score -3993226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3993218.500000 Penalty: 5206.159668
	Iteration 44Q: 3 clusters Score -3993218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3993220.750000 Penalty: 5206.159668
	Iteration 45Q: 3 clusters Score -3993221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3993227.000000 Penalty: 5206.159668
	Iteration 46Q: 3 clusters Score -3993227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3993233.000000 Penalty: 5206.159668
	Iteration 47Q: 3 clusters Score -3993233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3993236.250000 Penalty: 5206.159668
	Iteration 48Q: 3 clusters Score -3993236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3993236.500000 Penalty: 5206.159668
	Iteration 49Q: 3 clusters Score -3993236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3993235.750000 Penalty: 5206.159668
	Iteration 50Q: 3 clusters Score -3993236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3993240.500000 Penalty: 5206.159668
	Iteration 51Q: 3 clusters Score -3993240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3993235.500000 Penalty: 5206.159668
	Iteration 52Q: 3 clusters Score -3993236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3993238.000000 Penalty: 5206.159668
	Iteration 53Q: 3 clusters Score -3993238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3993234.500000 Penalty: 5206.159668
	Iteration 54Q: 3 clusters Score -3993234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3993238.500000 Penalty: 5206.159668
	Iteration 55Q: 3 clusters Score -3993238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3993233.250000 Penalty: 5206.159668
	Iteration 56Q: 3 clusters Score -3993233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3993239.500000 Penalty: 5206.159668
	Iteration 57Q: 3 clusters Score -3993240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3993232.500000 Penalty: 5206.159668
	Iteration 58Q: 3 clusters Score -3993232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3993235.750000 Penalty: 5206.159668
	Iteration 59Q: 3 clusters Score -3993236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3993240.750000 Penalty: 5206.159668
	Iteration 60F: 3 clusters Score -3993241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -3993244.500000 Penalty: 5206.159668
	Iteration 61Q: 3 clusters Score -3993244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3993245.000000 Penalty: 5206.159668
	Iteration 62Q: 3 clusters Score -3993245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3993242.000000 Penalty: 5206.159668
	Iteration 63Q: 3 clusters Score -3993242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3993239.750000 Penalty: 5206.159668
	Iteration 64Q: 3 clusters Score -3993240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3993235.750000 Penalty: 5206.159668
	Iteration 65Q: 3 clusters Score -3993236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3993235.250000 Penalty: 5206.159668
	Iteration 66Q: 3 clusters Score -3993235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3993232.000000 Penalty: 5206.159668
	Iteration 67Q: 3 clusters Score -3993232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3993237.500000 Penalty: 5206.159668
	Iteration 68Q: 3 clusters Score -3993238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3993238.000000 Penalty: 5206.159668
	Iteration 69Q: 3 clusters Score -3993238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3993243.500000 Penalty: 5206.159668
	Iteration 70Q: 3 clusters Score -3993244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -3993245.750000 Penalty: 5206.159668
	Iteration 71Q: 3 clusters Score -3993246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3993247.000000 Penalty: 5206.159668
	Iteration 72Q: 3 clusters Score -3993247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3993252.250000 Penalty: 5206.159668
	Iteration 73Q: 3 clusters Score -3993252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3993250.500000 Penalty: 5206.159668
	Iteration 74Q: 3 clusters Score -3993250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3993248.000000 Penalty: 5206.159668
	Iteration 75Q: 3 clusters Score -3993248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3993252.000000 Penalty: 5206.159668
	Iteration 76Q: 3 clusters Score -3993252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3993249.750000 Penalty: 5206.159668
	Iteration 77Q: 3 clusters Score -3993250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3993251.000000 Penalty: 5206.159668
	Iteration 78Q: 3 clusters Score -3993251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3993253.250000 Penalty: 5206.159668
	Iteration 79Q: 3 clusters Score -3993253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3993252.000000 Penalty: 5206.159668
	Iteration 80F: 3 clusters Score -3993252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3993252.250000 Penalty: 5206.159668
	Iteration 81Q: 3 clusters Score -3993252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3993254.500000 Penalty: 5206.159668
	Iteration 82Q: 3 clusters Score -3993254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3993256.250000 Penalty: 5206.159668
	Iteration 83Q: 3 clusters Score -3993256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3993258.000000 Penalty: 5206.159668
	Iteration 84Q: 3 clusters Score -3993258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3993255.750000 Penalty: 5206.159668
	Iteration 85Q: 3 clusters Score -3993256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3993255.750000 Penalty: 5206.159668
	Iteration 86F: 3 clusters Score -3993256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -1379384.625000 Penalty: 2338.609619
	Iteration 0F: 2 clusters Score -1379385 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 6287 members 
Entering Unmasked Estep 
Score: -1370105.625000 Penalty: 4677.219238
	Iteration 0F: 3 clusters Score -1370106 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1373065.250000 Penalty: 4677.219238
	Iteration 1F: 3 clusters Score -1373065 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1373600.625000 Penalty: 4677.219238
	Iteration 2F: 3 clusters Score -1373601 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1374059.750000 Penalty: 4677.219238
	Iteration 3F: 3 clusters Score -1374060 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1374528.375000 Penalty: 4677.219238
	Iteration 4F: 3 clusters Score -1374528 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1375021.500000 Penalty: 4677.219238
	Iteration 5F: 3 clusters Score -1375022 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1375602.375000 Penalty: 4677.219238
	Iteration 6F: 3 clusters Score -1375602 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1376235.375000 Penalty: 4677.219238
	Iteration 7F: 3 clusters Score -1376235 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1376827.875000 Penalty: 4677.219238
	Iteration 8F: 3 clusters Score -1376828 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1377260.625000 Penalty: 4677.219238
	Iteration 9Q: 3 clusters Score -1377261 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1377561.750000 Penalty: 4677.219238
	Iteration 10Q: 3 clusters Score -1377562 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1377786.500000 Penalty: 4677.219238
	Iteration 11Q: 3 clusters Score -1377786 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1377940.875000 Penalty: 4677.219238
	Iteration 12Q: 3 clusters Score -1377941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1378060.750000 Penalty: 4677.219238
	Iteration 13Q: 3 clusters Score -1378061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1378154.875000 Penalty: 4677.219238
	Iteration 14Q: 3 clusters Score -1378155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1378212.250000 Penalty: 4677.219238
	Iteration 15Q: 3 clusters Score -1378212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1378248.375000 Penalty: 4677.219238
	Iteration 16Q: 3 clusters Score -1378248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1378274.125000 Penalty: 4677.219238
	Iteration 17Q: 3 clusters Score -1378274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1378290.500000 Penalty: 4677.219238
	Iteration 18Q: 3 clusters Score -1378290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1378308.875000 Penalty: 4677.219238
	Iteration 19Q: 3 clusters Score -1378309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1378315.500000 Penalty: 4677.219238
	Iteration 20F: 3 clusters Score -1378316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1378324.125000 Penalty: 4677.219238
	Iteration 21Q: 3 clusters Score -1378324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1378331.750000 Penalty: 4677.219238
	Iteration 22Q: 3 clusters Score -1378332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1378338.125000 Penalty: 4677.219238
	Iteration 23Q: 3 clusters Score -1378338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1378348.500000 Penalty: 4677.219238
	Iteration 24Q: 3 clusters Score -1378348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1378351.625000 Penalty: 4677.219238
	Iteration 25Q: 3 clusters Score -1378352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1378352.500000 Penalty: 4677.219238
	Iteration 26Q: 3 clusters Score -1378352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1378359.625000 Penalty: 4677.219238
	Iteration 27Q: 3 clusters Score -1378360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1378362.625000 Penalty: 4677.219238
	Iteration 28Q: 3 clusters Score -1378363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1378368.375000 Penalty: 4677.219238
	Iteration 29Q: 3 clusters Score -1378368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1378369.125000 Penalty: 4677.219238
	Iteration 30Q: 3 clusters Score -1378369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1378369.750000 Penalty: 4677.219238
	Iteration 31Q: 3 clusters Score -1378370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1378370.625000 Penalty: 4677.219238
	Iteration 32Q: 3 clusters Score -1378371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1378370.625000 Penalty: 4677.219238
	Iteration 33F: 3 clusters Score -1378371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -436332.218750 Penalty: 2050.327393
	Iteration 0F: 2 clusters Score -436332.2 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 1905 members 
Entering Unmasked Estep 
Score: -432487.218750 Penalty: 4100.654785
	Iteration 0F: 3 clusters Score -432487.2 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -433321.812500 Penalty: 4100.654785
	Iteration 1F: 3 clusters Score -433321.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -433473.937500 Penalty: 4100.654785
	Iteration 2F: 3 clusters Score -433473.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -433559.531250 Penalty: 4100.654785
	Iteration 3Q: 3 clusters Score -433559.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -433622.656250 Penalty: 4100.654785
	Iteration 4Q: 3 clusters Score -433622.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -433663.281250 Penalty: 4100.654785
	Iteration 5Q: 3 clusters Score -433663.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -433696.750000 Penalty: 4100.654785
	Iteration 6Q: 3 clusters Score -433696.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -433724.656250 Penalty: 4100.654785
	Iteration 7Q: 3 clusters Score -433724.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -433749.468750 Penalty: 4100.654785
	Iteration 8Q: 3 clusters Score -433749.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -433772.250000 Penalty: 4100.654785
	Iteration 9Q: 3 clusters Score -433772.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -433790.218750 Penalty: 4100.654785
	Iteration 10Q: 3 clusters Score -433790.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -433802.718750 Penalty: 4100.654785
	Iteration 11Q: 3 clusters Score -433802.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -433814.250000 Penalty: 4100.654785
	Iteration 12Q: 3 clusters Score -433814.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -433825.468750 Penalty: 4100.654785
	Iteration 13Q: 3 clusters Score -433825.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -433840.718750 Penalty: 4100.654785
	Iteration 14Q: 3 clusters Score -433840.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -433855.687500 Penalty: 4100.654785
	Iteration 15Q: 3 clusters Score -433855.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -433871.187500 Penalty: 4100.654785
	Iteration 16Q: 3 clusters Score -433871.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -433894.343750 Penalty: 4100.654785
	Iteration 17Q: 3 clusters Score -433894.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -433921.625000 Penalty: 4100.654785
	Iteration 18Q: 3 clusters Score -433921.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -433952.468750 Penalty: 4100.654785
	Iteration 19Q: 3 clusters Score -433952.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -433989.343750 Penalty: 4100.654785
	Iteration 20F: 3 clusters Score -433989.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -434031.843750 Penalty: 4100.654785
	Iteration 21Q: 3 clusters Score -434031.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -434064.687500 Penalty: 4100.654785
	Iteration 22Q: 3 clusters Score -434064.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -434094.156250 Penalty: 4100.654785
	Iteration 23Q: 3 clusters Score -434094.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -434119.312500 Penalty: 4100.654785
	Iteration 24Q: 3 clusters Score -434119.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -434142.312500 Penalty: 4100.654785
	Iteration 25Q: 3 clusters Score -434142.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -434160.031250 Penalty: 4100.654785
	Iteration 26Q: 3 clusters Score -434160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -434188.687500 Penalty: 4100.654785
	Iteration 27Q: 3 clusters Score -434188.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -434217.406250 Penalty: 4100.654785
	Iteration 28Q: 3 clusters Score -434217.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -434249.468750 Penalty: 4100.654785
	Iteration 29Q: 3 clusters Score -434249.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -434280.031250 Penalty: 4100.654785
	Iteration 30Q: 3 clusters Score -434280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -434307.187500 Penalty: 4100.654785
	Iteration 31Q: 3 clusters Score -434307.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -434335.031250 Penalty: 4100.654785
	Iteration 32Q: 3 clusters Score -434335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -434366.312500 Penalty: 4100.654785
	Iteration 33Q: 3 clusters Score -434366.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -434402.937500 Penalty: 4100.654785
	Iteration 34Q: 3 clusters Score -434402.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -434461.656250 Penalty: 4100.654785
	Iteration 35Q: 3 clusters Score -434461.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -434515.625000 Penalty: 4100.654785
	Iteration 36Q: 3 clusters Score -434515.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -434572.906250 Penalty: 4100.654785
	Iteration 37Q: 3 clusters Score -434572.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -434632.468750 Penalty: 4100.654785
	Iteration 38Q: 3 clusters Score -434632.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -434689.531250 Penalty: 4100.654785
	Iteration 39Q: 3 clusters Score -434689.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -434763.500000 Penalty: 4100.654785
	Iteration 40F: 3 clusters Score -434763.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -434856.093750 Penalty: 4100.654785
	Iteration 41Q: 3 clusters Score -434856.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -434969.875000 Penalty: 4100.654785
	Iteration 42Q: 3 clusters Score -434969.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -435084.062500 Penalty: 4100.654785
	Iteration 43Q: 3 clusters Score -435084.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -435200.062500 Penalty: 4100.654785
	Iteration 44Q: 3 clusters Score -435200.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -435287.843750 Penalty: 4100.654785
	Iteration 45Q: 3 clusters Score -435287.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -435337.625000 Penalty: 4100.654785
	Iteration 46Q: 3 clusters Score -435337.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -435393.093750 Penalty: 4100.654785
	Iteration 47Q: 3 clusters Score -435393.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -435449.500000 Penalty: 4100.654785
	Iteration 48Q: 3 clusters Score -435449.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -435495.218750 Penalty: 4100.654785
	Iteration 49Q: 3 clusters Score -435495.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -435542.437500 Penalty: 4100.654785
	Iteration 50Q: 3 clusters Score -435542.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -435586.156250 Penalty: 4100.654785
	Iteration 51Q: 3 clusters Score -435586.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -435623.000000 Penalty: 4100.654785
	Iteration 52Q: 3 clusters Score -435623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -435655.781250 Penalty: 4100.654785
	Iteration 53Q: 3 clusters Score -435655.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -435687.062500 Penalty: 4100.654785
	Iteration 54Q: 3 clusters Score -435687.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -435720.906250 Penalty: 4100.654785
	Iteration 55Q: 3 clusters Score -435720.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -435753.281250 Penalty: 4100.654785
	Iteration 56Q: 3 clusters Score -435753.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -435780.031250 Penalty: 4100.654785
	Iteration 57Q: 3 clusters Score -435780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -435799.375000 Penalty: 4100.654785
	Iteration 58Q: 3 clusters Score -435799.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -435821.718750 Penalty: 4100.654785
	Iteration 59Q: 3 clusters Score -435821.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -435852.218750 Penalty: 4100.654785
	Iteration 60F: 3 clusters Score -435852.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -435885.656250 Penalty: 4100.654785
	Iteration 61Q: 3 clusters Score -435885.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -435916.875000 Penalty: 4100.654785
	Iteration 62Q: 3 clusters Score -435916.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -435948.687500 Penalty: 4100.654785
	Iteration 63Q: 3 clusters Score -435948.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -435974.718750 Penalty: 4100.654785
	Iteration 64Q: 3 clusters Score -435974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -435985.218750 Penalty: 4100.654785
	Iteration 65Q: 3 clusters Score -435985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -435994.625000 Penalty: 4100.654785
	Iteration 66Q: 3 clusters Score -435994.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -436002.187500 Penalty: 4100.654785
	Iteration 67Q: 3 clusters Score -436002.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -436013.187500 Penalty: 4100.654785
	Iteration 68Q: 3 clusters Score -436013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -436025.875000 Penalty: 4100.654785
	Iteration 69Q: 3 clusters Score -436025.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -436042.625000 Penalty: 4100.654785
	Iteration 70Q: 3 clusters Score -436042.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -436063.593750 Penalty: 4100.654785
	Iteration 71Q: 3 clusters Score -436063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -436080.031250 Penalty: 4100.654785
	Iteration 72Q: 3 clusters Score -436080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -436096.875000 Penalty: 4100.654785
	Iteration 73Q: 3 clusters Score -436096.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -436113.750000 Penalty: 4100.654785
	Iteration 74Q: 3 clusters Score -436113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -436127.843750 Penalty: 4100.654785
	Iteration 75Q: 3 clusters Score -436127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -436144.906250 Penalty: 4100.654785
	Iteration 76Q: 3 clusters Score -436144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -436153.250000 Penalty: 4100.654785
	Iteration 77Q: 3 clusters Score -436153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -436161.187500 Penalty: 4100.654785
	Iteration 78Q: 3 clusters Score -436161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -436167.343750 Penalty: 4100.654785
	Iteration 79Q: 3 clusters Score -436167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -436177.781250 Penalty: 4100.654785
	Iteration 80F: 3 clusters Score -436177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -436184.312500 Penalty: 4100.654785
	Iteration 81Q: 3 clusters Score -436184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -436188.000000 Penalty: 4100.654785
	Iteration 82Q: 3 clusters Score -436188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436195.281250 Penalty: 4100.654785
	Iteration 83Q: 3 clusters Score -436195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -436200.500000 Penalty: 4100.654785
	Iteration 84Q: 3 clusters Score -436200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -436203.875000 Penalty: 4100.654785
	Iteration 85Q: 3 clusters Score -436203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -436206.500000 Penalty: 4100.654785
	Iteration 86Q: 3 clusters Score -436206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -436207.375000 Penalty: 4100.654785
	Iteration 87Q: 3 clusters Score -436207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -436207.718750 Penalty: 4100.654785
	Iteration 88Q: 3 clusters Score -436207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -436208.718750 Penalty: 4100.654785
	Iteration 89Q: 3 clusters Score -436208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -436209.656250 Penalty: 4100.654785
	Iteration 90Q: 3 clusters Score -436209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -436211.281250 Penalty: 4100.654785
	Iteration 91Q: 3 clusters Score -436211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -436210.812500 Penalty: 4100.654785
	Iteration 92Q: 3 clusters Score -436210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -436211.562500 Penalty: 4100.654785
	Iteration 93Q: 3 clusters Score -436211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -436211.562500 Penalty: 4100.654785
	Iteration 94F: 3 clusters Score -436211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Entering Unmasked Estep 
Score: -919481.250000 Penalty: 2226.645264
	Iteration 0F: 2 clusters Score -919481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -913140.937500 Penalty: 4453.290527
	Iteration 0F: 3 clusters Score -913140.9 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -914843.437500 Penalty: 4453.290527
	Iteration 1F: 3 clusters Score -914843.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -915074.625000 Penalty: 4453.290527
	Iteration 2F: 3 clusters Score -915074.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -915231.687500 Penalty: 4453.290527
	Iteration 3Q: 3 clusters Score -915231.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -915342.625000 Penalty: 4453.290527
	Iteration 4Q: 3 clusters Score -915342.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -915415.000000 Penalty: 4453.290527
	Iteration 5Q: 3 clusters Score -915415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -915476.250000 Penalty: 4453.290527
	Iteration 6Q: 3 clusters Score -915476.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -915519.187500 Penalty: 4453.290527
	Iteration 7Q: 3 clusters Score -915519.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -915559.937500 Penalty: 4453.290527
	Iteration 8Q: 3 clusters Score -915559.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -915590.500000 Penalty: 4453.290527
	Iteration 9Q: 3 clusters Score -915590.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -915614.937500 Penalty: 4453.290527
	Iteration 10Q: 3 clusters Score -915614.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -915634.437500 Penalty: 4453.290527
	Iteration 11Q: 3 clusters Score -915634.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -915651.812500 Penalty: 4453.290527
	Iteration 12Q: 3 clusters Score -915651.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -915663.625000 Penalty: 4453.290527
	Iteration 13Q: 3 clusters Score -915663.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -915678.312500 Penalty: 4453.290527
	Iteration 14Q: 3 clusters Score -915678.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -915692.812500 Penalty: 4453.290527
	Iteration 15Q: 3 clusters Score -915692.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -915707.875000 Penalty: 4453.290527
	Iteration 16Q: 3 clusters Score -915707.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -915720.500000 Penalty: 4453.290527
	Iteration 17Q: 3 clusters Score -915720.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -915737.437500 Penalty: 4453.290527
	Iteration 18Q: 3 clusters Score -915737.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -915751.187500 Penalty: 4453.290527
	Iteration 19Q: 3 clusters Score -915751.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -915768.500000 Penalty: 4453.290527
	Iteration 20F: 3 clusters Score -915768.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -915784.062500 Penalty: 4453.290527
	Iteration 21Q: 3 clusters Score -915784.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -915804.500000 Penalty: 4453.290527
	Iteration 22Q: 3 clusters Score -915804.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -915821.625000 Penalty: 4453.290527
	Iteration 23Q: 3 clusters Score -915821.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -915839.812500 Penalty: 4453.290527
	Iteration 24Q: 3 clusters Score -915839.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -915859.250000 Penalty: 4453.290527
	Iteration 25Q: 3 clusters Score -915859.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -915873.312500 Penalty: 4453.290527
	Iteration 26Q: 3 clusters Score -915873.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -915891.375000 Penalty: 4453.290527
	Iteration 27Q: 3 clusters Score -915891.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -915912.062500 Penalty: 4453.290527
	Iteration 28Q: 3 clusters Score -915912.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -915941.062500 Penalty: 4453.290527
	Iteration 29Q: 3 clusters Score -915941.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -915972.250000 Penalty: 4453.290527
	Iteration 30Q: 3 clusters Score -915972.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -916008.812500 Penalty: 4453.290527
	Iteration 31Q: 3 clusters Score -916008.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -916060.312500 Penalty: 4453.290527
	Iteration 32Q: 3 clusters Score -916060.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -916114.250000 Penalty: 4453.290527
	Iteration 33Q: 3 clusters Score -916114.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -916169.437500 Penalty: 4453.290527
	Iteration 34Q: 3 clusters Score -916169.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -916233.125000 Penalty: 4453.290527
	Iteration 35Q: 3 clusters Score -916233.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -916308.562500 Penalty: 4453.290527
	Iteration 36Q: 3 clusters Score -916308.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -916398.687500 Penalty: 4453.290527
	Iteration 37Q: 3 clusters Score -916398.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -916492.062500 Penalty: 4453.290527
	Iteration 38Q: 3 clusters Score -916492.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -916591.125000 Penalty: 4453.290527
	Iteration 39Q: 3 clusters Score -916591.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -916700.562500 Penalty: 4453.290527
	Iteration 40F: 3 clusters Score -916700.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -916800.750000 Penalty: 4453.290527
	Iteration 41Q: 3 clusters Score -916800.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -916872.625000 Penalty: 4453.290527
	Iteration 42Q: 3 clusters Score -916872.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -916938.000000 Penalty: 4453.290527
	Iteration 43Q: 3 clusters Score -916938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -917013.187500 Penalty: 4453.290527
	Iteration 44Q: 3 clusters Score -917013.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -917072.625000 Penalty: 4453.290527
	Iteration 45Q: 3 clusters Score -917072.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -917121.875000 Penalty: 4453.290527
	Iteration 46Q: 3 clusters Score -917121.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -917162.187500 Penalty: 4453.290527
	Iteration 47Q: 3 clusters Score -917162.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -917206.125000 Penalty: 4453.290527
	Iteration 48Q: 3 clusters Score -917206.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -917228.062500 Penalty: 4453.290527
	Iteration 49Q: 3 clusters Score -917228.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -917243.812500 Penalty: 4453.290527
	Iteration 50Q: 3 clusters Score -917243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -917258.187500 Penalty: 4453.290527
	Iteration 51Q: 3 clusters Score -917258.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -917275.187500 Penalty: 4453.290527
	Iteration 52Q: 3 clusters Score -917275.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -917288.937500 Penalty: 4453.290527
	Iteration 53Q: 3 clusters Score -917288.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -917297.500000 Penalty: 4453.290527
	Iteration 54Q: 3 clusters Score -917297.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -917307.500000 Penalty: 4453.290527
	Iteration 55Q: 3 clusters Score -917307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -917311.937500 Penalty: 4453.290527
	Iteration 56Q: 3 clusters Score -917311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -917317.937500 Penalty: 4453.290527
	Iteration 57Q: 3 clusters Score -917317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -917320.437500 Penalty: 4453.290527
	Iteration 58Q: 3 clusters Score -917320.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -917327.000000 Penalty: 4453.290527
	Iteration 59Q: 3 clusters Score -917327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -917341.750000 Penalty: 4453.290527
	Iteration 60F: 3 clusters Score -917341.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -917348.250000 Penalty: 4453.290527
	Iteration 61Q: 3 clusters Score -917348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -917352.875000 Penalty: 4453.290527
	Iteration 62Q: 3 clusters Score -917352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -917359.062500 Penalty: 4453.290527
	Iteration 63Q: 3 clusters Score -917359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -917361.312500 Penalty: 4453.290527
	Iteration 64Q: 3 clusters Score -917361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -917360.937500 Penalty: 4453.290527
	Iteration 65Q: 3 clusters Score -917360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -917366.875000 Penalty: 4453.290527
	Iteration 66Q: 3 clusters Score -917366.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -917371.062500 Penalty: 4453.290527
	Iteration 67Q: 3 clusters Score -917371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -917372.437500 Penalty: 4453.290527
	Iteration 68Q: 3 clusters Score -917372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -917374.937500 Penalty: 4453.290527
	Iteration 69Q: 3 clusters Score -917374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -917377.562500 Penalty: 4453.290527
	Iteration 70Q: 3 clusters Score -917377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -917380.375000 Penalty: 4453.290527
	Iteration 71Q: 3 clusters Score -917380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -917383.500000 Penalty: 4453.290527
	Iteration 72Q: 3 clusters Score -917383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -917386.250000 Penalty: 4453.290527
	Iteration 73Q: 3 clusters Score -917386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -917387.375000 Penalty: 4453.290527
	Iteration 74Q: 3 clusters Score -917387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -917389.437500 Penalty: 4453.290527
	Iteration 75Q: 3 clusters Score -917389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -917393.687500 Penalty: 4453.290527
	Iteration 76Q: 3 clusters Score -917393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -917397.187500 Penalty: 4453.290527
	Iteration 77Q: 3 clusters Score -917397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -917398.875000 Penalty: 4453.290527
	Iteration 78Q: 3 clusters Score -917398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -917403.875000 Penalty: 4453.290527
	Iteration 79Q: 3 clusters Score -917403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -917405.812500 Penalty: 4453.290527
	Iteration 80F: 3 clusters Score -917405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -917407.562500 Penalty: 4453.290527
	Iteration 81Q: 3 clusters Score -917407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -917408.312500 Penalty: 4453.290527
	Iteration 82Q: 3 clusters Score -917408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -917409.125000 Penalty: 4453.290527
	Iteration 83Q: 3 clusters Score -917409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -917411.250000 Penalty: 4453.290527
	Iteration 84Q: 3 clusters Score -917411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -917411.687500 Penalty: 4453.290527
	Iteration 85Q: 3 clusters Score -917411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -917412.062500 Penalty: 4453.290527
	Iteration 86Q: 3 clusters Score -917412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -917415.625000 Penalty: 4453.290527
	Iteration 87Q: 3 clusters Score -917415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -917417.437500 Penalty: 4453.290527
	Iteration 88Q: 3 clusters Score -917417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -917419.437500 Penalty: 4453.290527
	Iteration 89Q: 3 clusters Score -917419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -917422.187500 Penalty: 4453.290527
	Iteration 90Q: 3 clusters Score -917422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -917427.625000 Penalty: 4453.290527
	Iteration 91Q: 3 clusters Score -917427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -917428.187500 Penalty: 4453.290527
	Iteration 92Q: 3 clusters Score -917428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -917431.312500 Penalty: 4453.290527
	Iteration 93Q: 3 clusters Score -917431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -917431.750000 Penalty: 4453.290527
	Iteration 94Q: 3 clusters Score -917431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -917433.437500 Penalty: 4453.290527
	Iteration 95Q: 3 clusters Score -917433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -917433.437500 Penalty: 4453.290527
	Iteration 96F: 3 clusters Score -917433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Entering Unmasked Estep 
Score: -11180325.000000 Penalty: 2851.872559
	Iteration 0F: 2 clusters Score -1.118032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -11114157.000000 Penalty: 5703.745117
	Iteration 0F: 3 clusters Score -1.111416e+07 nChanged 46677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -11141076.000000 Penalty: 5703.745117
	Iteration 1F: 3 clusters Score -1.114108e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -11142258.000000 Penalty: 5703.745117
	Iteration 2Q: 3 clusters Score -1.114226e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -11143894.000000 Penalty: 5703.745117
	Iteration 3Q: 3 clusters Score -1.114389e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -11146764.000000 Penalty: 5703.745117
	Iteration 4F: 3 clusters Score -1.114676e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -11151489.000000 Penalty: 5703.745117
	Iteration 5F: 3 clusters Score -1.115149e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -11158177.000000 Penalty: 5703.745117
	Iteration 6F: 3 clusters Score -1.115818e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -11165404.000000 Penalty: 5703.745117
	Iteration 7F: 3 clusters Score -1.11654e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -11171190.000000 Penalty: 5703.745117
	Iteration 8F: 3 clusters Score -1.117119e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -11174557.000000 Penalty: 5703.745117
	Iteration 9Q: 3 clusters Score -1.117456e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -11176128.000000 Penalty: 5703.745117
	Iteration 10Q: 3 clusters Score -1.117613e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -11176956.000000 Penalty: 5703.745117
	Iteration 11Q: 3 clusters Score -1.117696e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -11177266.000000 Penalty: 5703.745117
	Iteration 12Q: 3 clusters Score -1.117727e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -11177444.000000 Penalty: 5703.745117
	Iteration 13Q: 3 clusters Score -1.117744e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -11177568.000000 Penalty: 5703.745117
	Iteration 14Q: 3 clusters Score -1.117757e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -11177624.000000 Penalty: 5703.745117
	Iteration 15Q: 3 clusters Score -1.117762e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -11177690.000000 Penalty: 5703.745117
	Iteration 16Q: 3 clusters Score -1.117769e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -11177733.000000 Penalty: 5703.745117
	Iteration 17Q: 3 clusters Score -1.117773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 97986 members 
Entering Unmasked Estep 
Score: -11177758.000000 Penalty: 5703.745117
	Iteration 18Q: 3 clusters Score -1.117776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -11177801.000000 Penalty: 5703.745117
	Iteration 19Q: 3 clusters Score -1.11778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -11177822.000000 Penalty: 5703.745117
	Iteration 20F: 3 clusters Score -1.117782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 98073 members 
Entering Unmasked Estep 
Score: -11177845.000000 Penalty: 5703.745117
	Iteration 21Q: 3 clusters Score -1.117784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -11177854.000000 Penalty: 5703.745117
	Iteration 22Q: 3 clusters Score -1.117785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -11177871.000000 Penalty: 5703.745117
	Iteration 23Q: 3 clusters Score -1.117787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -11177890.000000 Penalty: 5703.745117
	Iteration 24Q: 3 clusters Score -1.117789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -11177909.000000 Penalty: 5703.745117
	Iteration 25Q: 3 clusters Score -1.117791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -11177927.000000 Penalty: 5703.745117
	Iteration 26Q: 3 clusters Score -1.117793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -11177923.000000 Penalty: 5703.745117
	Iteration 27Q: 3 clusters Score -1.117792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -11177927.000000 Penalty: 5703.745117
	Iteration 28Q: 3 clusters Score -1.117793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -11177928.000000 Penalty: 5703.745117
	Iteration 29Q: 3 clusters Score -1.117793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -11177930.000000 Penalty: 5703.745117
	Iteration 30Q: 3 clusters Score -1.117793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -11177936.000000 Penalty: 5703.745117
	Iteration 31Q: 3 clusters Score -1.117794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -11177931.000000 Penalty: 5703.745117
	Iteration 32Q: 3 clusters Score -1.117793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -11177934.000000 Penalty: 5703.745117
	Iteration 33Q: 3 clusters Score -1.117793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -11177934.000000 Penalty: 5703.745117
	Iteration 34F: 3 clusters Score -1.117793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Entering Unmasked Estep 
Score: -5647080.500000 Penalty: 2681.593018
	Iteration 0F: 2 clusters Score -5647080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5613520.000000 Penalty: 5363.186035
	Iteration 0F: 3 clusters Score -5613520 nChanged 22911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5626243.000000 Penalty: 5363.186035
	Iteration 1F: 3 clusters Score -5626243 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5626931.500000 Penalty: 5363.186035
	Iteration 2Q: 3 clusters Score -5626932 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -5627770.000000 Penalty: 5363.186035
	Iteration 3Q: 3 clusters Score -5627770 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -5628797.000000 Penalty: 5363.186035
	Iteration 4Q: 3 clusters Score -5628797 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5630250.000000 Penalty: 5363.186035
	Iteration 5F: 3 clusters Score -5630250 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5631870.000000 Penalty: 5363.186035
	Iteration 6F: 3 clusters Score -5631870 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5633798.000000 Penalty: 5363.186035
	Iteration 7F: 3 clusters Score -5633798 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -5635872.000000 Penalty: 5363.186035
	Iteration 8F: 3 clusters Score -5635872 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5637803.500000 Penalty: 5363.186035
	Iteration 9F: 3 clusters Score -5637804 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5639312.500000 Penalty: 5363.186035
	Iteration 10Q: 3 clusters Score -5639312 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5640371.500000 Penalty: 5363.186035
	Iteration 11Q: 3 clusters Score -5640372 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5641191.000000 Penalty: 5363.186035
	Iteration 12Q: 3 clusters Score -5641191 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -5641890.000000 Penalty: 5363.186035
	Iteration 13Q: 3 clusters Score -5641890 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -5642540.000000 Penalty: 5363.186035
	Iteration 14Q: 3 clusters Score -5642540 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -5643132.000000 Penalty: 5363.186035
	Iteration 15Q: 3 clusters Score -5643132 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5643578.500000 Penalty: 5363.186035
	Iteration 16Q: 3 clusters Score -5643578 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -5643947.000000 Penalty: 5363.186035
	Iteration 17Q: 3 clusters Score -5643947 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5644193.000000 Penalty: 5363.186035
	Iteration 18Q: 3 clusters Score -5644193 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -5644411.000000 Penalty: 5363.186035
	Iteration 19Q: 3 clusters Score -5644411 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5644555.500000 Penalty: 5363.186035
	Iteration 20F: 3 clusters Score -5644556 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5644659.000000 Penalty: 5363.186035
	Iteration 21Q: 3 clusters Score -5644659 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -5644759.000000 Penalty: 5363.186035
	Iteration 22Q: 3 clusters Score -5644759 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -5644818.000000 Penalty: 5363.186035
	Iteration 23Q: 3 clusters Score -5644818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5644848.000000 Penalty: 5363.186035
	Iteration 24Q: 3 clusters Score -5644848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5644897.000000 Penalty: 5363.186035
	Iteration 25Q: 3 clusters Score -5644897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5644914.000000 Penalty: 5363.186035
	Iteration 26Q: 3 clusters Score -5644914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5644953.500000 Penalty: 5363.186035
	Iteration 27Q: 3 clusters Score -5644954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5644965.500000 Penalty: 5363.186035
	Iteration 28Q: 3 clusters Score -5644966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5644975.000000 Penalty: 5363.186035
	Iteration 29Q: 3 clusters Score -5644975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -5644980.500000 Penalty: 5363.186035
	Iteration 30Q: 3 clusters Score -5644980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5644999.500000 Penalty: 5363.186035
	Iteration 31Q: 3 clusters Score -5645000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5644995.500000 Penalty: 5363.186035
	Iteration 32Q: 3 clusters Score -5644996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -5645007.000000 Penalty: 5363.186035
	Iteration 33Q: 3 clusters Score -5645007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -5645026.500000 Penalty: 5363.186035
	Iteration 34Q: 3 clusters Score -5645026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5645020.500000 Penalty: 5363.186035
	Iteration 35Q: 3 clusters Score -5645020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5645015.000000 Penalty: 5363.186035
	Iteration 36Q: 3 clusters Score -5645015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -5645022.500000 Penalty: 5363.186035
	Iteration 37Q: 3 clusters Score -5645022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5645039.500000 Penalty: 5363.186035
	Iteration 38Q: 3 clusters Score -5645040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5645043.500000 Penalty: 5363.186035
	Iteration 39Q: 3 clusters Score -5645044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -5645048.000000 Penalty: 5363.186035
	Iteration 40F: 3 clusters Score -5645048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5645062.000000 Penalty: 5363.186035
	Iteration 41Q: 3 clusters Score -5645062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -5645065.000000 Penalty: 5363.186035
	Iteration 42Q: 3 clusters Score -5645065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5645050.000000 Penalty: 5363.186035
	Iteration 43Q: 3 clusters Score -5645050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5645051.500000 Penalty: 5363.186035
	Iteration 44Q: 3 clusters Score -5645052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5645051.500000 Penalty: 5363.186035
	Iteration 45Q: 3 clusters Score -5645052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -5645070.500000 Penalty: 5363.186035
	Iteration 46Q: 3 clusters Score -5645070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5645065.500000 Penalty: 5363.186035
	Iteration 47Q: 3 clusters Score -5645066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5645076.500000 Penalty: 5363.186035
	Iteration 48Q: 3 clusters Score -5645076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5645082.500000 Penalty: 5363.186035
	Iteration 49Q: 3 clusters Score -5645082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5645082.500000 Penalty: 5363.186035
	Iteration 50Q: 3 clusters Score -5645082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5645081.500000 Penalty: 5363.186035
	Iteration 51Q: 3 clusters Score -5645082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -5645079.500000 Penalty: 5363.186035
	Iteration 52Q: 3 clusters Score -5645080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5645074.500000 Penalty: 5363.186035
	Iteration 53Q: 3 clusters Score -5645074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -5645079.500000 Penalty: 5363.186035
	Iteration 54Q: 3 clusters Score -5645080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5645100.500000 Penalty: 5363.186035
	Iteration 55Q: 3 clusters Score -5645100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5645117.500000 Penalty: 5363.186035
	Iteration 56Q: 3 clusters Score -5645118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5645120.000000 Penalty: 5363.186035
	Iteration 57Q: 3 clusters Score -5645120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -5645124.000000 Penalty: 5363.186035
	Iteration 58Q: 3 clusters Score -5645124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5645140.000000 Penalty: 5363.186035
	Iteration 59Q: 3 clusters Score -5645140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5645149.500000 Penalty: 5363.186035
	Iteration 60F: 3 clusters Score -5645150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5645176.000000 Penalty: 5363.186035
	Iteration 61Q: 3 clusters Score -5645176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5645184.500000 Penalty: 5363.186035
	Iteration 62Q: 3 clusters Score -5645184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5645186.000000 Penalty: 5363.186035
	Iteration 63Q: 3 clusters Score -5645186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5645194.500000 Penalty: 5363.186035
	Iteration 64Q: 3 clusters Score -5645194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5645200.500000 Penalty: 5363.186035
	Iteration 65Q: 3 clusters Score -5645200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -5645197.500000 Penalty: 5363.186035
	Iteration 66Q: 3 clusters Score -5645198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5645210.500000 Penalty: 5363.186035
	Iteration 67Q: 3 clusters Score -5645210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -5645220.000000 Penalty: 5363.186035
	Iteration 68Q: 3 clusters Score -5645220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5645228.000000 Penalty: 5363.186035
	Iteration 69Q: 3 clusters Score -5645228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5645237.500000 Penalty: 5363.186035
	Iteration 70Q: 3 clusters Score -5645238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5645251.500000 Penalty: 5363.186035
	Iteration 71Q: 3 clusters Score -5645252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5645270.500000 Penalty: 5363.186035
	Iteration 72Q: 3 clusters Score -5645270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5645277.000000 Penalty: 5363.186035
	Iteration 73Q: 3 clusters Score -5645277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5645292.500000 Penalty: 5363.186035
	Iteration 74Q: 3 clusters Score -5645292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5645291.500000 Penalty: 5363.186035
	Iteration 75Q: 3 clusters Score -5645292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5645301.500000 Penalty: 5363.186035
	Iteration 76Q: 3 clusters Score -5645302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5645309.500000 Penalty: 5363.186035
	Iteration 77Q: 3 clusters Score -5645310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5645316.500000 Penalty: 5363.186035
	Iteration 78Q: 3 clusters Score -5645316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5645321.500000 Penalty: 5363.186035
	Iteration 79Q: 3 clusters Score -5645322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5645326.500000 Penalty: 5363.186035
	Iteration 80F: 3 clusters Score -5645326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5645314.000000 Penalty: 5363.186035
	Iteration 81Q: 3 clusters Score -5645314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5645321.500000 Penalty: 5363.186035
	Iteration 82Q: 3 clusters Score -5645322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5645324.000000 Penalty: 5363.186035
	Iteration 83Q: 3 clusters Score -5645324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5645346.000000 Penalty: 5363.186035
	Iteration 84Q: 3 clusters Score -5645346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5645338.000000 Penalty: 5363.186035
	Iteration 85Q: 3 clusters Score -5645338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5645342.000000 Penalty: 5363.186035
	Iteration 86Q: 3 clusters Score -5645342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5645346.500000 Penalty: 5363.186035
	Iteration 87Q: 3 clusters Score -5645346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5645357.500000 Penalty: 5363.186035
	Iteration 88Q: 3 clusters Score -5645358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5645349.500000 Penalty: 5363.186035
	Iteration 89Q: 3 clusters Score -5645350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5645372.500000 Penalty: 5363.186035
	Iteration 90Q: 3 clusters Score -5645372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5645369.000000 Penalty: 5363.186035
	Iteration 91Q: 3 clusters Score -5645369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5645368.000000 Penalty: 5363.186035
	Iteration 92Q: 3 clusters Score -5645368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5645373.500000 Penalty: 5363.186035
	Iteration 93Q: 3 clusters Score -5645374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5645387.500000 Penalty: 5363.186035
	Iteration 94Q: 3 clusters Score -5645388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5645394.500000 Penalty: 5363.186035
	Iteration 95Q: 3 clusters Score -5645394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5645407.500000 Penalty: 5363.186035
	Iteration 96Q: 3 clusters Score -5645408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5645409.000000 Penalty: 5363.186035
	Iteration 97Q: 3 clusters Score -5645409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5645414.500000 Penalty: 5363.186035
	Iteration 98Q: 3 clusters Score -5645414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5645420.500000 Penalty: 5363.186035
	Iteration 99Q: 3 clusters Score -5645420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5645415.000000 Penalty: 5363.186035
	Iteration 100F: 3 clusters Score -5645415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5645420.500000 Penalty: 5363.186035
	Iteration 101Q: 3 clusters Score -5645420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5645432.000000 Penalty: 5363.186035
	Iteration 102Q: 3 clusters Score -5645432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5645434.500000 Penalty: 5363.186035
	Iteration 103Q: 3 clusters Score -5645434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5645444.000000 Penalty: 5363.186035
	Iteration 104Q: 3 clusters Score -5645444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5645447.500000 Penalty: 5363.186035
	Iteration 105Q: 3 clusters Score -5645448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5645443.000000 Penalty: 5363.186035
	Iteration 106Q: 3 clusters Score -5645443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5645448.500000 Penalty: 5363.186035
	Iteration 107Q: 3 clusters Score -5645448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5645448.500000 Penalty: 5363.186035
	Iteration 108Q: 3 clusters Score -5645448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5645445.000000 Penalty: 5363.186035
	Iteration 109Q: 3 clusters Score -5645445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5645445.000000 Penalty: 5363.186035
	Iteration 110F: 3 clusters Score -5645445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12803.560547 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12803.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11881.910156 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11881.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11900.930664 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11900.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11926.038086 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11926.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11926.038086 Penalty: 2454.584961
	Iteration 3F: 3 clusters Score -11926.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -205802.359375 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -205802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -203242.859375 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -203242.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -203743.484375 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -203743.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203852.843750 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -203852.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -203917.218750 Penalty: 3740.674805
	Iteration 3Q: 3 clusters Score -203917.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -203953.718750 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -203953.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203978.484375 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -203978.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -203996.546875 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -203996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -204008.750000 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -204008.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -204020.718750 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -204020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -204031.328125 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -204031.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -204043.437500 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -204043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -204049.875000 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -204049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -204056.203125 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -204056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204061.546875 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -204061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -204065.234375 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -204065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -204068.890625 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -204068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -204074.984375 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -204075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -204084.593750 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -204084.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -204092.015625 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -204092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -204100.515625 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -204100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -204107.812500 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -204107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -204111.828125 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -204111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204119.484375 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -204119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -204127.734375 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -204127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204142.062500 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -204142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204155.406250 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -204155.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204171.921875 Penalty: 3740.674805
	Iteration 26Q: 3 clusters Score -204171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204189.281250 Penalty: 3740.674805
	Iteration 27Q: 3 clusters Score -204189.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -204214.000000 Penalty: 3740.674805
	Iteration 28Q: 3 clusters Score -204214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -204241.421875 Penalty: 3740.674805
	Iteration 29Q: 3 clusters Score -204241.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204276.843750 Penalty: 3740.674805
	Iteration 30Q: 3 clusters Score -204276.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -204345.750000 Penalty: 3740.674805
	Iteration 31Q: 3 clusters Score -204345.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -204417.187500 Penalty: 3740.674805
	Iteration 32Q: 3 clusters Score -204417.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -204451.968750 Penalty: 3740.674805
	Iteration 33Q: 3 clusters Score -204452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -204480.390625 Penalty: 3740.674805
	Iteration 34Q: 3 clusters Score -204480.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -204503.375000 Penalty: 3740.674805
	Iteration 35Q: 3 clusters Score -204503.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -204525.062500 Penalty: 3740.674805
	Iteration 36Q: 3 clusters Score -204525.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -204541.125000 Penalty: 3740.674805
	Iteration 37Q: 3 clusters Score -204541.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -204563.734375 Penalty: 3740.674805
	Iteration 38Q: 3 clusters Score -204563.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -204580.843750 Penalty: 3740.674805
	Iteration 39Q: 3 clusters Score -204580.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -204604.406250 Penalty: 3740.674805
	Iteration 40F: 3 clusters Score -204604.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -204627.656250 Penalty: 3740.674805
	Iteration 41Q: 3 clusters Score -204627.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -204651.781250 Penalty: 3740.674805
	Iteration 42Q: 3 clusters Score -204651.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -204686.453125 Penalty: 3740.674805
	Iteration 43Q: 3 clusters Score -204686.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -204719.156250 Penalty: 3740.674805
	Iteration 44Q: 3 clusters Score -204719.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -204760.796875 Penalty: 3740.674805
	Iteration 45Q: 3 clusters Score -204760.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -204794.921875 Penalty: 3740.674805
	Iteration 46Q: 3 clusters Score -204794.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -204848.515625 Penalty: 3740.674805
	Iteration 47Q: 3 clusters Score -204848.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -204906.703125 Penalty: 3740.674805
	Iteration 48Q: 3 clusters Score -204906.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -205008.906250 Penalty: 3740.674805
	Iteration 49Q: 3 clusters Score -205008.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -205258.078125 Penalty: 3740.674805
	Iteration 50Q: 3 clusters Score -205258.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -205391.203125 Penalty: 3740.674805
	Iteration 51Q: 3 clusters Score -205391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -205430.187500 Penalty: 3740.674805
	Iteration 52Q: 3 clusters Score -205430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -205435.828125 Penalty: 3740.674805
	Iteration 53Q: 3 clusters Score -205435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -205436.531250 Penalty: 3740.674805
	Iteration 54Q: 3 clusters Score -205436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -205436.828125 Penalty: 3740.674805
	Iteration 55Q: 3 clusters Score -205436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -205436.828125 Penalty: 3740.674805
	Iteration 56F: 3 clusters Score -205436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -577037.250000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -577037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -572080.187500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -572080.2 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -573411.687500 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -573411.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -573766.500000 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -573766.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -574040.562500 Penalty: 4292.553711
	Iteration 3F: 3 clusters Score -574040.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -574238.437500 Penalty: 4292.553711
	Iteration 4F: 3 clusters Score -574238.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -574398.250000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -574398.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -574548.125000 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -574548.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -574692.437500 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -574692.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -574824.812500 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -574824.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -574925.250000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -574925.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -575001.625000 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -575001.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -575059.812500 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -575059.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -575116.062500 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -575116.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -575151.812500 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -575151.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -575190.250000 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -575190.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -575224.875000 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -575224.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -575254.937500 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -575254.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -575275.187500 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -575275.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -575292.875000 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -575292.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -575304.812500 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -575304.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -575317.625000 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -575317.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -575322.187500 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -575322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -575326.062500 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -575326.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -575331.437500 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -575331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -575335.625000 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -575335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -575340.812500 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -575340.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -575343.875000 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -575343.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -575346.250000 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -575346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -575350.125000 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -575350.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -575352.250000 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -575352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -575353.500000 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -575353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -575355.875000 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -575355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -575357.562500 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -575357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -575358.812500 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -575358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -575361.562500 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -575361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -575361.750000 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -575361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -575363.875000 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -575363.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -575363.625000 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -575363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -575364.750000 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -575364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -575367.375000 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -575367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -575369.687500 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -575369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -575371.687500 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -575371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -575373.062500 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -575373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -575374.125000 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -575374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -575375.375000 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -575375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -575376.062500 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -575376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -575375.750000 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -575375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -575375.750000 Penalty: 4292.553711
	Iteration 47F: 3 clusters Score -575375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -141115.328125 Penalty: 1791.015259
	Iteration 0F: 2 clusters Score -141115.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138950.546875 Penalty: 3582.030518
	Iteration 0F: 3 clusters Score -138950.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139336.421875 Penalty: 3582.030518
	Iteration 1F: 3 clusters Score -139336.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139459.875000 Penalty: 3582.030518
	Iteration 2F: 3 clusters Score -139459.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139540.984375 Penalty: 3582.030518
	Iteration 3Q: 3 clusters Score -139541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139596.656250 Penalty: 3582.030518
	Iteration 4Q: 3 clusters Score -139596.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -139634.984375 Penalty: 3582.030518
	Iteration 5Q: 3 clusters Score -139635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -139669.859375 Penalty: 3582.030518
	Iteration 6Q: 3 clusters Score -139669.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139684.046875 Penalty: 3582.030518
	Iteration 7Q: 3 clusters Score -139684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -139698.421875 Penalty: 3582.030518
	Iteration 8Q: 3 clusters Score -139698.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -139722.140625 Penalty: 3582.030518
	Iteration 9Q: 3 clusters Score -139722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -139740.093750 Penalty: 3582.030518
	Iteration 10Q: 3 clusters Score -139740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -139748.515625 Penalty: 3582.030518
	Iteration 11Q: 3 clusters Score -139748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139752.281250 Penalty: 3582.030518
	Iteration 12Q: 3 clusters Score -139752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -139756.468750 Penalty: 3582.030518
	Iteration 13Q: 3 clusters Score -139756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -139760.328125 Penalty: 3582.030518
	Iteration 14Q: 3 clusters Score -139760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -139762.812500 Penalty: 3582.030518
	Iteration 15Q: 3 clusters Score -139762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139765.328125 Penalty: 3582.030518
	Iteration 16Q: 3 clusters Score -139765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139768.046875 Penalty: 3582.030518
	Iteration 17Q: 3 clusters Score -139768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -139769.484375 Penalty: 3582.030518
	Iteration 18Q: 3 clusters Score -139769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -139769.984375 Penalty: 3582.030518
	Iteration 19Q: 3 clusters Score -139770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -139769.984375 Penalty: 3582.030518
	Iteration 20F: 3 clusters Score -139770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Entering Unmasked Estep 
Score: -1733679.500000 Penalty: 2386.876221
	Iteration 0F: 2 clusters Score -1733680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1722726.375000 Penalty: 4773.752441
	Iteration 0F: 3 clusters Score -1722726 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1726260.750000 Penalty: 4773.752441
	Iteration 1F: 3 clusters Score -1726261 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1726589.250000 Penalty: 4773.752441
	Iteration 2F: 3 clusters Score -1726589 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1726814.625000 Penalty: 4773.752441
	Iteration 3Q: 3 clusters Score -1726815 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1726988.875000 Penalty: 4773.752441
	Iteration 4Q: 3 clusters Score -1726989 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1727135.000000 Penalty: 4773.752441
	Iteration 5Q: 3 clusters Score -1727135 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1727251.625000 Penalty: 4773.752441
	Iteration 6Q: 3 clusters Score -1727252 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1727351.500000 Penalty: 4773.752441
	Iteration 7Q: 3 clusters Score -1727352 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1727456.875000 Penalty: 4773.752441
	Iteration 8Q: 3 clusters Score -1727457 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1727557.000000 Penalty: 4773.752441
	Iteration 9Q: 3 clusters Score -1727557 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1727674.500000 Penalty: 4773.752441
	Iteration 10Q: 3 clusters Score -1727674 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1727802.125000 Penalty: 4773.752441
	Iteration 11Q: 3 clusters Score -1727802 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1727966.250000 Penalty: 4773.752441
	Iteration 12Q: 3 clusters Score -1727966 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1728176.875000 Penalty: 4773.752441
	Iteration 13Q: 3 clusters Score -1728177 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1728488.500000 Penalty: 4773.752441
	Iteration 14Q: 3 clusters Score -1728488 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1728892.875000 Penalty: 4773.752441
	Iteration 15Q: 3 clusters Score -1728893 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1729372.125000 Penalty: 4773.752441
	Iteration 16Q: 3 clusters Score -1729372 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1729835.875000 Penalty: 4773.752441
	Iteration 17Q: 3 clusters Score -1729836 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1730261.750000 Penalty: 4773.752441
	Iteration 18Q: 3 clusters Score -1730262 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1730641.125000 Penalty: 4773.752441
	Iteration 19Q: 3 clusters Score -1730641 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1730949.875000 Penalty: 4773.752441
	Iteration 20F: 3 clusters Score -1730950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1731191.125000 Penalty: 4773.752441
	Iteration 21Q: 3 clusters Score -1731191 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1731370.125000 Penalty: 4773.752441
	Iteration 22Q: 3 clusters Score -1731370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1731472.875000 Penalty: 4773.752441
	Iteration 23Q: 3 clusters Score -1731473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1731554.875000 Penalty: 4773.752441
	Iteration 24Q: 3 clusters Score -1731555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1731603.250000 Penalty: 4773.752441
	Iteration 25Q: 3 clusters Score -1731603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1731627.875000 Penalty: 4773.752441
	Iteration 26Q: 3 clusters Score -1731628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1731652.500000 Penalty: 4773.752441
	Iteration 27Q: 3 clusters Score -1731652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1731667.375000 Penalty: 4773.752441
	Iteration 28Q: 3 clusters Score -1731667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1731675.500000 Penalty: 4773.752441
	Iteration 29Q: 3 clusters Score -1731676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1731687.750000 Penalty: 4773.752441
	Iteration 30Q: 3 clusters Score -1731688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1731693.875000 Penalty: 4773.752441
	Iteration 31Q: 3 clusters Score -1731694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1731700.125000 Penalty: 4773.752441
	Iteration 32Q: 3 clusters Score -1731700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1731701.500000 Penalty: 4773.752441
	Iteration 33Q: 3 clusters Score -1731702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1731707.375000 Penalty: 4773.752441
	Iteration 34Q: 3 clusters Score -1731707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1731711.250000 Penalty: 4773.752441
	Iteration 35Q: 3 clusters Score -1731711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1731715.000000 Penalty: 4773.752441
	Iteration 36Q: 3 clusters Score -1731715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1731721.000000 Penalty: 4773.752441
	Iteration 37Q: 3 clusters Score -1731721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1731722.250000 Penalty: 4773.752441
	Iteration 38Q: 3 clusters Score -1731722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1731723.375000 Penalty: 4773.752441
	Iteration 39Q: 3 clusters Score -1731723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1731727.000000 Penalty: 4773.752441
	Iteration 40F: 3 clusters Score -1731727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1731728.250000 Penalty: 4773.752441
	Iteration 41Q: 3 clusters Score -1731728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1731729.750000 Penalty: 4773.752441
	Iteration 42Q: 3 clusters Score -1731730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1731729.750000 Penalty: 4773.752441
	Iteration 43F: 3 clusters Score -1731730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -22377.708984 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -22377.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21166.917969 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -21166.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21288.037109 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -21288.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21324.267578 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -21324.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21332.623047 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -21332.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21339.548828 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -21339.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21341.976562 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -21341.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21343.779297 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -21343.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21343.779297 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -21343.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Entering Unmasked Estep 
Score: -5568526.500000 Penalty: 2684.201172
	Iteration 0F: 2 clusters Score -5568526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5534693.000000 Penalty: 5368.402344
	Iteration 0F: 3 clusters Score -5534693 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5547465.500000 Penalty: 5368.402344
	Iteration 1F: 3 clusters Score -5547466 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -5547994.500000 Penalty: 5368.402344
	Iteration 2Q: 3 clusters Score -5547994 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5548445.000000 Penalty: 5368.402344
	Iteration 3Q: 3 clusters Score -5548445 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5549037.000000 Penalty: 5368.402344
	Iteration 4Q: 3 clusters Score -5549037 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5549736.500000 Penalty: 5368.402344
	Iteration 5Q: 3 clusters Score -5549736 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5550867.500000 Penalty: 5368.402344
	Iteration 6Q: 3 clusters Score -5550868 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5552681.000000 Penalty: 5368.402344
	Iteration 7F: 3 clusters Score -5552681 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -5555547.500000 Penalty: 5368.402344
	Iteration 8F: 3 clusters Score -5555548 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5559446.500000 Penalty: 5368.402344
	Iteration 9F: 3 clusters Score -5559446 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5562884.500000 Penalty: 5368.402344
	Iteration 10F: 3 clusters Score -5562884 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5564898.500000 Penalty: 5368.402344
	Iteration 11Q: 3 clusters Score -5564898 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5565656.500000 Penalty: 5368.402344
	Iteration 12Q: 3 clusters Score -5565656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5565904.000000 Penalty: 5368.402344
	Iteration 13Q: 3 clusters Score -5565904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5566003.500000 Penalty: 5368.402344
	Iteration 14Q: 3 clusters Score -5566004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5566057.000000 Penalty: 5368.402344
	Iteration 15Q: 3 clusters Score -5566057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5566072.000000 Penalty: 5368.402344
	Iteration 16Q: 3 clusters Score -5566072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5566091.500000 Penalty: 5368.402344
	Iteration 17Q: 3 clusters Score -5566092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5566106.500000 Penalty: 5368.402344
	Iteration 18Q: 3 clusters Score -5566106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5566105.000000 Penalty: 5368.402344
	Iteration 19Q: 3 clusters Score -5566105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5566105.000000 Penalty: 5368.402344
	Iteration 20F: 3 clusters Score -5566105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -253622.140625 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -253622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250795.406250 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -250795.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -251362.781250 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -251362.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -251544.453125 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -251544.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -251645.296875 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -251645.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -251742.390625 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -251742.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -251830.453125 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -251830.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -251933.640625 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -251933.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -252020.062500 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -252020.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -252089.390625 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -252089.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -252132.140625 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -252132.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -252158.015625 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -252158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -252181.500000 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -252181.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -252195.984375 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -252196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -252209.281250 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -252209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -252217.937500 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -252217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -252224.843750 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -252224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -252230.406250 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -252230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -252239.203125 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -252239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -252248.765625 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -252248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -252256.125000 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -252256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -252264.000000 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -252264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -252271.984375 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -252272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -252274.984375 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -252275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -252275.015625 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -252275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -252276.593750 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -252276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -252277.265625 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -252277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -252279.578125 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -252279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -252284.312500 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -252284.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -252290.500000 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -252290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -252294.781250 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -252294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -252297.125000 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -252297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -252298.218750 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -252298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -252298.687500 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -252298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -252299.546875 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -252299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -252300.703125 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -252300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -252303.406250 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -252303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -252307.234375 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -252307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -252307.265625 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -252307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -252308.625000 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -252308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -252308.859375 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -252308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -252308.859375 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -252308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -275081.312500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -275081.3 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 1243 members 
Entering Unmasked Estep 
Score: -272117.687500 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -272117.7 nChanged 833
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: -272638.843750 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272638.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -272772.375000 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272772.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -272859.093750 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272859.1 nChanged 65
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: -272905.125000 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272905.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -272949.562500 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272949.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -272981.250000 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -272981.2 nChanged 25
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: -272994.531250 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -272994.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -273002.500000 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -273002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -273008.875000 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -273008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -273016.468750 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -273016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -273019.625000 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -273019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -273020.718750 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -273021.906250 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -273022.281250 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273022.3 nChanged 1
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: -273024.000000 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273024 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: -273025.625000 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273029.062500 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273032.812500 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273034.468750 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -273034.937500 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Entering Unmasked Estep 
Score: -3836421.500000 Penalty: 2590.539551
	Iteration 0F: 2 clusters Score -3836422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3812999.250000 Penalty: 5181.079102
	Iteration 0F: 3 clusters Score -3812999 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3821517.000000 Penalty: 5181.079102
	Iteration 1F: 3 clusters Score -3821517 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3822055.250000 Penalty: 5181.079102
	Iteration 2Q: 3 clusters Score -3822055 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3822491.500000 Penalty: 5181.079102
	Iteration 3Q: 3 clusters Score -3822492 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3822949.500000 Penalty: 5181.079102
	Iteration 4Q: 3 clusters Score -3822950 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3823388.250000 Penalty: 5181.079102
	Iteration 5Q: 3 clusters Score -3823388 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3823887.500000 Penalty: 5181.079102
	Iteration 6Q: 3 clusters Score -3823888 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3824501.000000 Penalty: 5181.079102
	Iteration 7Q: 3 clusters Score -3824501 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3825162.750000 Penalty: 5181.079102
	Iteration 8Q: 3 clusters Score -3825163 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3825875.500000 Penalty: 5181.079102
	Iteration 9Q: 3 clusters Score -3825876 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3826493.500000 Penalty: 5181.079102
	Iteration 10Q: 3 clusters Score -3826494 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3827053.250000 Penalty: 5181.079102
	Iteration 11Q: 3 clusters Score -3827053 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3827498.750000 Penalty: 5181.079102
	Iteration 12Q: 3 clusters Score -3827499 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3827848.250000 Penalty: 5181.079102
	Iteration 13Q: 3 clusters Score -3827848 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3828006.000000 Penalty: 5181.079102
	Iteration 14Q: 3 clusters Score -3828006 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3828179.500000 Penalty: 5181.079102
	Iteration 15Q: 3 clusters Score -3828180 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3828342.000000 Penalty: 5181.079102
	Iteration 16Q: 3 clusters Score -3828342 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3828427.250000 Penalty: 5181.079102
	Iteration 17Q: 3 clusters Score -3828427 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3828474.500000 Penalty: 5181.079102
	Iteration 18Q: 3 clusters Score -3828474 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3828572.000000 Penalty: 5181.079102
	Iteration 19Q: 3 clusters Score -3828572 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3828620.500000 Penalty: 5181.079102
	Iteration 20F: 3 clusters Score -3828620 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3828665.000000 Penalty: 5181.079102
	Iteration 21Q: 3 clusters Score -3828665 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3828726.750000 Penalty: 5181.079102
	Iteration 22Q: 3 clusters Score -3828727 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3828788.750000 Penalty: 5181.079102
	Iteration 23Q: 3 clusters Score -3828789 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3828825.250000 Penalty: 5181.079102
	Iteration 24Q: 3 clusters Score -3828825 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3828875.250000 Penalty: 5181.079102
	Iteration 25Q: 3 clusters Score -3828875 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3828899.750000 Penalty: 5181.079102
	Iteration 26Q: 3 clusters Score -3828900 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3828941.000000 Penalty: 5181.079102
	Iteration 27Q: 3 clusters Score -3828941 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3828975.250000 Penalty: 5181.079102
	Iteration 28Q: 3 clusters Score -3828975 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3829014.750000 Penalty: 5181.079102
	Iteration 29Q: 3 clusters Score -3829015 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3829048.500000 Penalty: 5181.079102
	Iteration 30Q: 3 clusters Score -3829048 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3829089.500000 Penalty: 5181.079102
	Iteration 31Q: 3 clusters Score -3829090 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3829135.250000 Penalty: 5181.079102
	Iteration 32Q: 3 clusters Score -3829135 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3829168.250000 Penalty: 5181.079102
	Iteration 33Q: 3 clusters Score -3829168 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3829209.000000 Penalty: 5181.079102
	Iteration 34Q: 3 clusters Score -3829209 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3829222.750000 Penalty: 5181.079102
	Iteration 35Q: 3 clusters Score -3829223 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3829257.500000 Penalty: 5181.079102
	Iteration 36Q: 3 clusters Score -3829258 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3829303.500000 Penalty: 5181.079102
	Iteration 37Q: 3 clusters Score -3829304 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3829354.750000 Penalty: 5181.079102
	Iteration 38Q: 3 clusters Score -3829355 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3829390.000000 Penalty: 5181.079102
	Iteration 39Q: 3 clusters Score -3829390 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3829430.500000 Penalty: 5181.079102
	Iteration 40F: 3 clusters Score -3829430 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3829487.750000 Penalty: 5181.079102
	Iteration 41Q: 3 clusters Score -3829488 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3829548.250000 Penalty: 5181.079102
	Iteration 42Q: 3 clusters Score -3829548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3829588.000000 Penalty: 5181.079102
	Iteration 43Q: 3 clusters Score -3829588 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3829659.000000 Penalty: 5181.079102
	Iteration 44Q: 3 clusters Score -3829659 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3829737.500000 Penalty: 5181.079102
	Iteration 45Q: 3 clusters Score -3829738 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3829820.250000 Penalty: 5181.079102
	Iteration 46Q: 3 clusters Score -3829820 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3829925.750000 Penalty: 5181.079102
	Iteration 47Q: 3 clusters Score -3829926 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3830081.750000 Penalty: 5181.079102
	Iteration 48Q: 3 clusters Score -3830082 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3830229.750000 Penalty: 5181.079102
	Iteration 49Q: 3 clusters Score -3830230 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3830395.750000 Penalty: 5181.079102
	Iteration 50Q: 3 clusters Score -3830396 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3830629.000000 Penalty: 5181.079102
	Iteration 51Q: 3 clusters Score -3830629 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3830897.000000 Penalty: 5181.079102
	Iteration 52Q: 3 clusters Score -3830897 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3831260.000000 Penalty: 5181.079102
	Iteration 53Q: 3 clusters Score -3831260 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3831740.000000 Penalty: 5181.079102
	Iteration 54Q: 3 clusters Score -3831740 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3832341.750000 Penalty: 5181.079102
	Iteration 55Q: 3 clusters Score -3832342 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3832994.750000 Penalty: 5181.079102
	Iteration 56Q: 3 clusters Score -3832995 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3833617.750000 Penalty: 5181.079102
	Iteration 57Q: 3 clusters Score -3833618 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3834064.500000 Penalty: 5181.079102
	Iteration 58Q: 3 clusters Score -3834064 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3834383.750000 Penalty: 5181.079102
	Iteration 59Q: 3 clusters Score -3834384 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3834586.250000 Penalty: 5181.079102
	Iteration 60F: 3 clusters Score -3834586 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3834744.750000 Penalty: 5181.079102
	Iteration 61Q: 3 clusters Score -3834745 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3834821.000000 Penalty: 5181.079102
	Iteration 62Q: 3 clusters Score -3834821 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3834889.250000 Penalty: 5181.079102
	Iteration 63Q: 3 clusters Score -3834889 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3834964.000000 Penalty: 5181.079102
	Iteration 64Q: 3 clusters Score -3834964 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3834997.750000 Penalty: 5181.079102
	Iteration 65Q: 3 clusters Score -3834998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3835041.000000 Penalty: 5181.079102
	Iteration 66Q: 3 clusters Score -3835041 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3835062.750000 Penalty: 5181.079102
	Iteration 67Q: 3 clusters Score -3835063 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3835113.000000 Penalty: 5181.079102
	Iteration 68Q: 3 clusters Score -3835113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3835128.250000 Penalty: 5181.079102
	Iteration 69Q: 3 clusters Score -3835128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3835142.000000 Penalty: 5181.079102
	Iteration 70Q: 3 clusters Score -3835142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3835167.500000 Penalty: 5181.079102
	Iteration 71Q: 3 clusters Score -3835168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3835205.750000 Penalty: 5181.079102
	Iteration 72Q: 3 clusters Score -3835206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3835238.500000 Penalty: 5181.079102
	Iteration 73Q: 3 clusters Score -3835238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3835266.000000 Penalty: 5181.079102
	Iteration 74Q: 3 clusters Score -3835266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3835308.500000 Penalty: 5181.079102
	Iteration 75Q: 3 clusters Score -3835308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3835332.000000 Penalty: 5181.079102
	Iteration 76Q: 3 clusters Score -3835332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3835341.750000 Penalty: 5181.079102
	Iteration 77Q: 3 clusters Score -3835342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3835358.500000 Penalty: 5181.079102
	Iteration 78Q: 3 clusters Score -3835358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3835387.000000 Penalty: 5181.079102
	Iteration 79Q: 3 clusters Score -3835387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3835421.750000 Penalty: 5181.079102
	Iteration 80F: 3 clusters Score -3835422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3835470.500000 Penalty: 5181.079102
	Iteration 81Q: 3 clusters Score -3835470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3835512.000000 Penalty: 5181.079102
	Iteration 82Q: 3 clusters Score -3835512 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3835550.000000 Penalty: 5181.079102
	Iteration 83Q: 3 clusters Score -3835550 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3835606.500000 Penalty: 5181.079102
	Iteration 84Q: 3 clusters Score -3835606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3835657.250000 Penalty: 5181.079102
	Iteration 85Q: 3 clusters Score -3835657 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3835701.000000 Penalty: 5181.079102
	Iteration 86Q: 3 clusters Score -3835701 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3835742.250000 Penalty: 5181.079102
	Iteration 87Q: 3 clusters Score -3835742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3835767.750000 Penalty: 5181.079102
	Iteration 88Q: 3 clusters Score -3835768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3835792.750000 Penalty: 5181.079102
	Iteration 89Q: 3 clusters Score -3835793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3835816.000000 Penalty: 5181.079102
	Iteration 90Q: 3 clusters Score -3835816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3835838.750000 Penalty: 5181.079102
	Iteration 91Q: 3 clusters Score -3835839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3835867.250000 Penalty: 5181.079102
	Iteration 92Q: 3 clusters Score -3835867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3835880.750000 Penalty: 5181.079102
	Iteration 93Q: 3 clusters Score -3835881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3835888.750000 Penalty: 5181.079102
	Iteration 94Q: 3 clusters Score -3835889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3835894.250000 Penalty: 5181.079102
	Iteration 95Q: 3 clusters Score -3835894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3835904.250000 Penalty: 5181.079102
	Iteration 96Q: 3 clusters Score -3835904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3835910.500000 Penalty: 5181.079102
	Iteration 97Q: 3 clusters Score -3835910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3835918.500000 Penalty: 5181.079102
	Iteration 98Q: 3 clusters Score -3835918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3835918.750000 Penalty: 5181.079102
	Iteration 99Q: 3 clusters Score -3835919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3835916.250000 Penalty: 5181.079102
	Iteration 100F: 3 clusters Score -3835916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3835925.000000 Penalty: 5181.079102
	Iteration 101Q: 3 clusters Score -3835925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3835939.500000 Penalty: 5181.079102
	Iteration 102Q: 3 clusters Score -3835940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3835929.500000 Penalty: 5181.079102
	Iteration 103Q: 3 clusters Score -3835930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3835936.250000 Penalty: 5181.079102
	Iteration 104Q: 3 clusters Score -3835936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3835936.500000 Penalty: 5181.079102
	Iteration 105Q: 3 clusters Score -3835936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3835927.000000 Penalty: 5181.079102
	Iteration 106Q: 3 clusters Score -3835927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3835939.500000 Penalty: 5181.079102
	Iteration 107Q: 3 clusters Score -3835940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3835937.250000 Penalty: 5181.079102
	Iteration 108Q: 3 clusters Score -3835937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3835934.250000 Penalty: 5181.079102
	Iteration 109Q: 3 clusters Score -3835934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3835943.250000 Penalty: 5181.079102
	Iteration 110Q: 3 clusters Score -3835943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3835937.750000 Penalty: 5181.079102
	Iteration 111Q: 3 clusters Score -3835938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3835939.750000 Penalty: 5181.079102
	Iteration 112Q: 3 clusters Score -3835940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3835941.500000 Penalty: 5181.079102
	Iteration 113Q: 3 clusters Score -3835942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3835942.250000 Penalty: 5181.079102
	Iteration 114Q: 3 clusters Score -3835942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3835944.250000 Penalty: 5181.079102
	Iteration 115Q: 3 clusters Score -3835944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3835937.500000 Penalty: 5181.079102
	Iteration 116Q: 3 clusters Score -3835938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3835939.500000 Penalty: 5181.079102
	Iteration 117Q: 3 clusters Score -3835940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3835945.000000 Penalty: 5181.079102
	Iteration 118Q: 3 clusters Score -3835945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3835946.250000 Penalty: 5181.079102
	Iteration 119Q: 3 clusters Score -3835946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3835944.250000 Penalty: 5181.079102
	Iteration 120F: 3 clusters Score -3835944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3835947.000000 Penalty: 5181.079102
	Iteration 121Q: 3 clusters Score -3835947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3835955.250000 Penalty: 5181.079102
	Iteration 122Q: 3 clusters Score -3835955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3835948.250000 Penalty: 5181.079102
	Iteration 123Q: 3 clusters Score -3835948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3835949.250000 Penalty: 5181.079102
	Iteration 124Q: 3 clusters Score -3835949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3835947.000000 Penalty: 5181.079102
	Iteration 125Q: 3 clusters Score -3835947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3835947.500000 Penalty: 5181.079102
	Iteration 126Q: 3 clusters Score -3835948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3835944.500000 Penalty: 5181.079102
	Iteration 127Q: 3 clusters Score -3835944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3835943.750000 Penalty: 5181.079102
	Iteration 128Q: 3 clusters Score -3835944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3835948.250000 Penalty: 5181.079102
	Iteration 129Q: 3 clusters Score -3835948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3835948.250000 Penalty: 5181.079102
	Iteration 130F: 3 clusters Score -3835948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Entering Unmasked Estep 
Score: -343082.187500 Penalty: 1989.189941
	Iteration 0F: 2 clusters Score -343082.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -339803.968750 Penalty: 3978.379883
	Iteration 0F: 3 clusters Score -339804 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -340498.562500 Penalty: 3978.379883
	Iteration 1F: 3 clusters Score -340498.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -340625.875000 Penalty: 3978.379883
	Iteration 2F: 3 clusters Score -340625.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -340702.750000 Penalty: 3978.379883
	Iteration 3Q: 3 clusters Score -340702.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -340743.937500 Penalty: 3978.379883
	Iteration 4Q: 3 clusters Score -340743.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -340779.468750 Penalty: 3978.379883
	Iteration 5Q: 3 clusters Score -340779.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -340807.187500 Penalty: 3978.379883
	Iteration 6Q: 3 clusters Score -340807.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -340822.843750 Penalty: 3978.379883
	Iteration 7Q: 3 clusters Score -340822.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -340835.062500 Penalty: 3978.379883
	Iteration 8Q: 3 clusters Score -340835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -340846.062500 Penalty: 3978.379883
	Iteration 9Q: 3 clusters Score -340846.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -340855.937500 Penalty: 3978.379883
	Iteration 10Q: 3 clusters Score -340855.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -340863.781250 Penalty: 3978.379883
	Iteration 11Q: 3 clusters Score -340863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -340869.781250 Penalty: 3978.379883
	Iteration 12Q: 3 clusters Score -340869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -340878.750000 Penalty: 3978.379883
	Iteration 13Q: 3 clusters Score -340878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -340884.906250 Penalty: 3978.379883
	Iteration 14Q: 3 clusters Score -340884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -340887.000000 Penalty: 3978.379883
	Iteration 15Q: 3 clusters Score -340887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -340890.687500 Penalty: 3978.379883
	Iteration 16Q: 3 clusters Score -340890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -340895.187500 Penalty: 3978.379883
	Iteration 17Q: 3 clusters Score -340895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -340898.281250 Penalty: 3978.379883
	Iteration 18Q: 3 clusters Score -340898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340901.125000 Penalty: 3978.379883
	Iteration 19Q: 3 clusters Score -340901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -340904.812500 Penalty: 3978.379883
	Iteration 20F: 3 clusters Score -340904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -340908.718750 Penalty: 3978.379883
	Iteration 21Q: 3 clusters Score -340908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -340912.187500 Penalty: 3978.379883
	Iteration 22Q: 3 clusters Score -340912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -340913.468750 Penalty: 3978.379883
	Iteration 23Q: 3 clusters Score -340913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -340913.656250 Penalty: 3978.379883
	Iteration 24Q: 3 clusters Score -340913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -340913.937500 Penalty: 3978.379883
	Iteration 25Q: 3 clusters Score -340913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -340913.937500 Penalty: 3978.379883
	Iteration 26F: 3 clusters Score -340913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -54952.312500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -54952.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53362.652344 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -53362.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53612.414062 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -53612.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53722.308594 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -53722.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53778.492188 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -53778.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53844.281250 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -53844.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53908.546875 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -53908.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53960.976562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -53960.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53995.503906 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -53995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54008.246094 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -54008.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54012.609375 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -54012.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54018.898438 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -54018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54024.132812 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -54024.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54036.324219 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -54036.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54047.718750 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -54047.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54057.574219 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -54057.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54058.089844 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -54058.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54058.089844 Penalty: 3143.942627
	Iteration 16F: 3 clusters Score -54058.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -475345.281250 Penalty: 2097.287842
	Iteration 0F: 2 clusters Score -475345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -471077.406250 Penalty: 4194.575684
	Iteration 0F: 3 clusters Score -471077.4 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -472170.093750 Penalty: 4194.575684
	Iteration 1F: 3 clusters Score -472170.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -472533.812500 Penalty: 4194.575684
	Iteration 2F: 3 clusters Score -472533.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -472838.093750 Penalty: 4194.575684
	Iteration 3F: 3 clusters Score -472838.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -473193.093750 Penalty: 4194.575684
	Iteration 4F: 3 clusters Score -473193.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -473522.125000 Penalty: 4194.575684
	Iteration 5F: 3 clusters Score -473522.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -473760.875000 Penalty: 4194.575684
	Iteration 6F: 3 clusters Score -473760.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -473926.718750 Penalty: 4194.575684
	Iteration 7Q: 3 clusters Score -473926.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -474035.531250 Penalty: 4194.575684
	Iteration 8Q: 3 clusters Score -474035.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -474114.968750 Penalty: 4194.575684
	Iteration 9Q: 3 clusters Score -474115 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -474183.343750 Penalty: 4194.575684
	Iteration 10Q: 3 clusters Score -474183.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -474250.625000 Penalty: 4194.575684
	Iteration 11Q: 3 clusters Score -474250.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -474323.656250 Penalty: 4194.575684
	Iteration 12Q: 3 clusters Score -474323.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -474392.531250 Penalty: 4194.575684
	Iteration 13Q: 3 clusters Score -474392.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -474459.250000 Penalty: 4194.575684
	Iteration 14Q: 3 clusters Score -474459.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -474507.062500 Penalty: 4194.575684
	Iteration 15Q: 3 clusters Score -474507.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -474555.562500 Penalty: 4194.575684
	Iteration 16Q: 3 clusters Score -474555.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -474612.875000 Penalty: 4194.575684
	Iteration 17Q: 3 clusters Score -474612.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -474681.000000 Penalty: 4194.575684
	Iteration 18Q: 3 clusters Score -474681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -474749.937500 Penalty: 4194.575684
	Iteration 19Q: 3 clusters Score -474749.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -474796.437500 Penalty: 4194.575684
	Iteration 20F: 3 clusters Score -474796.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -474849.031250 Penalty: 4194.575684
	Iteration 21Q: 3 clusters Score -474849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -474900.437500 Penalty: 4194.575684
	Iteration 22Q: 3 clusters Score -474900.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -474949.531250 Penalty: 4194.575684
	Iteration 23Q: 3 clusters Score -474949.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -474996.687500 Penalty: 4194.575684
	Iteration 24Q: 3 clusters Score -474996.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -475075.656250 Penalty: 4194.575684
	Iteration 25Q: 3 clusters Score -475075.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -475161.687500 Penalty: 4194.575684
	Iteration 26Q: 3 clusters Score -475161.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -475282.312500 Penalty: 4194.575684
	Iteration 27Q: 3 clusters Score -475282.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -475411.406250 Penalty: 4194.575684
	Iteration 28Q: 3 clusters Score -475411.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -475492.156250 Penalty: 4194.575684
	Iteration 29Q: 3 clusters Score -475492.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -475555.875000 Penalty: 4194.575684
	Iteration 30Q: 3 clusters Score -475555.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -475638.843750 Penalty: 4194.575684
	Iteration 31Q: 3 clusters Score -475638.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -475699.468750 Penalty: 4194.575684
	Iteration 32Q: 3 clusters Score -475699.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -475735.250000 Penalty: 4194.575684
	Iteration 33Q: 3 clusters Score -475735.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -475755.687500 Penalty: 4194.575684
	Iteration 34Q: 3 clusters Score -475755.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -475773.125000 Penalty: 4194.575684
	Iteration 35Q: 3 clusters Score -475773.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -475791.187500 Penalty: 4194.575684
	Iteration 36Q: 3 clusters Score -475791.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -475805.312500 Penalty: 4194.575684
	Iteration 37Q: 3 clusters Score -475805.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -475818.500000 Penalty: 4194.575684
	Iteration 38Q: 3 clusters Score -475818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -475834.000000 Penalty: 4194.575684
	Iteration 39Q: 3 clusters Score -475834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -475843.312500 Penalty: 4194.575684
	Iteration 40F: 3 clusters Score -475843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -475847.000000 Penalty: 4194.575684
	Iteration 41Q: 3 clusters Score -475847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -475848.781250 Penalty: 4194.575684
	Iteration 42Q: 3 clusters Score -475848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -475852.093750 Penalty: 4194.575684
	Iteration 43Q: 3 clusters Score -475852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -475856.000000 Penalty: 4194.575684
	Iteration 44Q: 3 clusters Score -475856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -475856.437500 Penalty: 4194.575684
	Iteration 45Q: 3 clusters Score -475856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -475859.468750 Penalty: 4194.575684
	Iteration 46Q: 3 clusters Score -475859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -475859.750000 Penalty: 4194.575684
	Iteration 47Q: 3 clusters Score -475859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -475860.281250 Penalty: 4194.575684
	Iteration 48Q: 3 clusters Score -475860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -475862.281250 Penalty: 4194.575684
	Iteration 49Q: 3 clusters Score -475862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -475863.937500 Penalty: 4194.575684
	Iteration 50Q: 3 clusters Score -475863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -475868.718750 Penalty: 4194.575684
	Iteration 51Q: 3 clusters Score -475868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -475874.093750 Penalty: 4194.575684
	Iteration 52Q: 3 clusters Score -475874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -475879.250000 Penalty: 4194.575684
	Iteration 53Q: 3 clusters Score -475879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -475888.125000 Penalty: 4194.575684
	Iteration 54Q: 3 clusters Score -475888.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -475892.968750 Penalty: 4194.575684
	Iteration 55Q: 3 clusters Score -475893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -475898.937500 Penalty: 4194.575684
	Iteration 56Q: 3 clusters Score -475898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -475906.562500 Penalty: 4194.575684
	Iteration 57Q: 3 clusters Score -475906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -475910.625000 Penalty: 4194.575684
	Iteration 58Q: 3 clusters Score -475910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -475916.406250 Penalty: 4194.575684
	Iteration 59Q: 3 clusters Score -475916.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -475922.812500 Penalty: 4194.575684
	Iteration 60F: 3 clusters Score -475922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -475931.187500 Penalty: 4194.575684
	Iteration 61Q: 3 clusters Score -475931.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -475942.218750 Penalty: 4194.575684
	Iteration 62Q: 3 clusters Score -475942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -475945.468750 Penalty: 4194.575684
	Iteration 63Q: 3 clusters Score -475945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -475946.718750 Penalty: 4194.575684
	Iteration 64Q: 3 clusters Score -475946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -475946.656250 Penalty: 4194.575684
	Iteration 65Q: 3 clusters Score -475946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -475947.437500 Penalty: 4194.575684
	Iteration 66Q: 3 clusters Score -475947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -475947.437500 Penalty: 4194.575684
	Iteration 67F: 3 clusters Score -475947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 1130 members 
Entering Unmasked Estep 
Score: -110914496.000000 Penalty: 150896.156250
Splitting cluster 29 changes total score from -110915536.000000 to -110914496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (8681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Entering Unmasked Estep 
Score: -1006856.687500 Penalty: 2249.085449
	Iteration 0F: 2 clusters Score -1006857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1000055.812500 Penalty: 4498.170898
	Iteration 0F: 3 clusters Score -1000056 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1001857.875000 Penalty: 4498.170898
	Iteration 1F: 3 clusters Score -1001858 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1002094.937500 Penalty: 4498.170898
	Iteration 2F: 3 clusters Score -1002095 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1002231.312500 Penalty: 4498.170898
	Iteration 3Q: 3 clusters Score -1002231 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1002337.750000 Penalty: 4498.170898
	Iteration 4Q: 3 clusters Score -1002338 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1002422.250000 Penalty: 4498.170898
	Iteration 5Q: 3 clusters Score -1002422 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1002498.062500 Penalty: 4498.170898
	Iteration 6Q: 3 clusters Score -1002498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1002552.937500 Penalty: 4498.170898
	Iteration 7Q: 3 clusters Score -1002553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1002598.875000 Penalty: 4498.170898
	Iteration 8Q: 3 clusters Score -1002599 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1002655.187500 Penalty: 4498.170898
	Iteration 9Q: 3 clusters Score -1002655 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1002712.437500 Penalty: 4498.170898
	Iteration 10Q: 3 clusters Score -1002712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1002774.562500 Penalty: 4498.170898
	Iteration 11Q: 3 clusters Score -1002775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1002840.375000 Penalty: 4498.170898
	Iteration 12Q: 3 clusters Score -1002840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1002915.187500 Penalty: 4498.170898
	Iteration 13Q: 3 clusters Score -1002915 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1003008.312500 Penalty: 4498.170898
	Iteration 14Q: 3 clusters Score -1003008 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1003127.250000 Penalty: 4498.170898
	Iteration 15Q: 3 clusters Score -1003127 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1003265.437500 Penalty: 4498.170898
	Iteration 16Q: 3 clusters Score -1003265 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1003441.312500 Penalty: 4498.170898
	Iteration 17Q: 3 clusters Score -1003441 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1003618.125000 Penalty: 4498.170898
	Iteration 18Q: 3 clusters Score -1003618 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1003825.812500 Penalty: 4498.170898
	Iteration 19Q: 3 clusters Score -1003826 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1004037.812500 Penalty: 4498.170898
	Iteration 20F: 3 clusters Score -1004038 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1004226.375000 Penalty: 4498.170898
	Iteration 21Q: 3 clusters Score -1004226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1004406.312500 Penalty: 4498.170898
	Iteration 22Q: 3 clusters Score -1004406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1004556.875000 Penalty: 4498.170898
	Iteration 23Q: 3 clusters Score -1004557 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1004669.250000 Penalty: 4498.170898
	Iteration 24Q: 3 clusters Score -1004669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1004749.750000 Penalty: 4498.170898
	Iteration 25Q: 3 clusters Score -1004750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1004794.000000 Penalty: 4498.170898
	Iteration 26Q: 3 clusters Score -1004794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1004829.562500 Penalty: 4498.170898
	Iteration 27Q: 3 clusters Score -1004830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1004854.312500 Penalty: 4498.170898
	Iteration 28Q: 3 clusters Score -1004854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1004873.062500 Penalty: 4498.170898
	Iteration 29Q: 3 clusters Score -1004873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1004883.500000 Penalty: 4498.170898
	Iteration 30Q: 3 clusters Score -1004884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1004896.500000 Penalty: 4498.170898
	Iteration 31Q: 3 clusters Score -1004896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1004906.687500 Penalty: 4498.170898
	Iteration 32Q: 3 clusters Score -1004907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1004917.562500 Penalty: 4498.170898
	Iteration 33Q: 3 clusters Score -1004918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1004928.000000 Penalty: 4498.170898
	Iteration 34Q: 3 clusters Score -1004928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1004933.437500 Penalty: 4498.170898
	Iteration 35Q: 3 clusters Score -1004933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1004940.812500 Penalty: 4498.170898
	Iteration 36Q: 3 clusters Score -1004941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1004942.500000 Penalty: 4498.170898
	Iteration 37Q: 3 clusters Score -1004942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1004946.687500 Penalty: 4498.170898
	Iteration 38Q: 3 clusters Score -1004947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1004949.625000 Penalty: 4498.170898
	Iteration 39Q: 3 clusters Score -1004950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1004956.437500 Penalty: 4498.170898
	Iteration 40F: 3 clusters Score -1004956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1004958.000000 Penalty: 4498.170898
	Iteration 41Q: 3 clusters Score -1004958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1004961.125000 Penalty: 4498.170898
	Iteration 42Q: 3 clusters Score -1004961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1004961.812500 Penalty: 4498.170898
	Iteration 43Q: 3 clusters Score -1004962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1004961.812500 Penalty: 4498.170898
	Iteration 44F: 3 clusters Score -1004962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47086.335938 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -47086.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45615.488281 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -45615.49 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46195.292969 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -46195.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46456.089844 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -46456.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46627.238281 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -46627.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46757.183594 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -46757.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46897.167969 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -46897.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46984.976562 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -46984.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47055.628906 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -47055.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47123.613281 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -47123.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47147.285156 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -47147.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47159.195312 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -47159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47159.195312 Penalty: 3132.417725
	Iteration 11F: 3 clusters Score -47159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 189 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 364 members 
Entering Unmasked Estep 
Score: -110913536.000000 Penalty: 150896.156250
Splitting cluster 31 changes total score from -110915536.000000 to -110913536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -53886.933594 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -53886.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52426.679688 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -52426.68 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53005.726562 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -53005.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53446.808594 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -53446.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54058.574219 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -54058.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54205.832031 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -54205.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54283.554688 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -54283.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54322.925781 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -54322.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54340.343750 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -54340.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -54351.187500 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -54351.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -54351.187500 Penalty: 3176.993408
	Iteration 9F: 3 clusters Score -54351.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 121 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 484 members 
Entering Unmasked Estep 
Score: -110914072.000000 Penalty: 150896.156250
Splitting cluster 32 changes total score from -110915536.000000 to -110914072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (6334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Entering Unmasked Estep 
Score: -704864.750000 Penalty: 2170.914307
	Iteration 0F: 2 clusters Score -704864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -699475.625000 Penalty: 4341.828613
	Iteration 0F: 3 clusters Score -699475.6 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -700999.250000 Penalty: 4341.828613
	Iteration 1F: 3 clusters Score -700999.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -701466.062500 Penalty: 4341.828613
	Iteration 2F: 3 clusters Score -701466.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -701927.625000 Penalty: 4341.828613
	Iteration 3F: 3 clusters Score -701927.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -702304.812500 Penalty: 4341.828613
	Iteration 4F: 3 clusters Score -702304.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -702599.187500 Penalty: 4341.828613
	Iteration 5F: 3 clusters Score -702599.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -702843.625000 Penalty: 4341.828613
	Iteration 6F: 3 clusters Score -702843.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -703048.250000 Penalty: 4341.828613
	Iteration 7Q: 3 clusters Score -703048.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -703221.937500 Penalty: 4341.828613
	Iteration 8Q: 3 clusters Score -703221.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -703381.312500 Penalty: 4341.828613
	Iteration 9Q: 3 clusters Score -703381.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -703499.500000 Penalty: 4341.828613
	Iteration 10Q: 3 clusters Score -703499.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -703590.000000 Penalty: 4341.828613
	Iteration 11Q: 3 clusters Score -703590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -703666.937500 Penalty: 4341.828613
	Iteration 12Q: 3 clusters Score -703666.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -703735.250000 Penalty: 4341.828613
	Iteration 13Q: 3 clusters Score -703735.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -703802.500000 Penalty: 4341.828613
	Iteration 14Q: 3 clusters Score -703802.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -703865.812500 Penalty: 4341.828613
	Iteration 15Q: 3 clusters Score -703865.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -703936.812500 Penalty: 4341.828613
	Iteration 16Q: 3 clusters Score -703936.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -704003.687500 Penalty: 4341.828613
	Iteration 17Q: 3 clusters Score -704003.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -704048.625000 Penalty: 4341.828613
	Iteration 18Q: 3 clusters Score -704048.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -704083.000000 Penalty: 4341.828613
	Iteration 19Q: 3 clusters Score -704083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -704113.500000 Penalty: 4341.828613
	Iteration 20F: 3 clusters Score -704113.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -704133.562500 Penalty: 4341.828613
	Iteration 21Q: 3 clusters Score -704133.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -704146.812500 Penalty: 4341.828613
	Iteration 22Q: 3 clusters Score -704146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -704152.562500 Penalty: 4341.828613
	Iteration 23Q: 3 clusters Score -704152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -704160.687500 Penalty: 4341.828613
	Iteration 24Q: 3 clusters Score -704160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -704159.875000 Penalty: 4341.828613
	Iteration 25Q: 3 clusters Score -704159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -704162.187500 Penalty: 4341.828613
	Iteration 26Q: 3 clusters Score -704162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -704163.187500 Penalty: 4341.828613
	Iteration 27Q: 3 clusters Score -704163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -704166.000000 Penalty: 4341.828613
	Iteration 28Q: 3 clusters Score -704166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -704164.562500 Penalty: 4341.828613
	Iteration 29Q: 3 clusters Score -704164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -704164.562500 Penalty: 4341.828613
	Iteration 30F: 3 clusters Score -704164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -798615.375000 Penalty: 2204.172119
	Iteration 0F: 2 clusters Score -798615.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -792694.062500 Penalty: 4408.344238
	Iteration 0F: 3 clusters Score -792694.1 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -794340.687500 Penalty: 4408.344238
	Iteration 1F: 3 clusters Score -794340.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -794641.250000 Penalty: 4408.344238
	Iteration 2F: 3 clusters Score -794641.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -794899.687500 Penalty: 4408.344238
	Iteration 3F: 3 clusters Score -794899.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -795155.750000 Penalty: 4408.344238
	Iteration 4Q: 3 clusters Score -795155.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -795392.562500 Penalty: 4408.344238
	Iteration 5Q: 3 clusters Score -795392.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -795618.750000 Penalty: 4408.344238
	Iteration 6Q: 3 clusters Score -795618.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -795782.375000 Penalty: 4408.344238
	Iteration 7Q: 3 clusters Score -795782.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -795928.375000 Penalty: 4408.344238
	Iteration 8Q: 3 clusters Score -795928.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -796060.500000 Penalty: 4408.344238
	Iteration 9Q: 3 clusters Score -796060.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -796177.375000 Penalty: 4408.344238
	Iteration 10Q: 3 clusters Score -796177.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -796281.062500 Penalty: 4408.344238
	Iteration 11Q: 3 clusters Score -796281.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -796401.937500 Penalty: 4408.344238
	Iteration 12Q: 3 clusters Score -796401.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -796519.000000 Penalty: 4408.344238
	Iteration 13Q: 3 clusters Score -796519 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -796643.750000 Penalty: 4408.344238
	Iteration 14Q: 3 clusters Score -796643.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -796756.125000 Penalty: 4408.344238
	Iteration 15Q: 3 clusters Score -796756.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -796855.125000 Penalty: 4408.344238
	Iteration 16Q: 3 clusters Score -796855.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -796936.500000 Penalty: 4408.344238
	Iteration 17Q: 3 clusters Score -796936.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -796981.875000 Penalty: 4408.344238
	Iteration 18Q: 3 clusters Score -796981.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -797017.812500 Penalty: 4408.344238
	Iteration 19Q: 3 clusters Score -797017.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -797043.437500 Penalty: 4408.344238
	Iteration 20F: 3 clusters Score -797043.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -797067.812500 Penalty: 4408.344238
	Iteration 21Q: 3 clusters Score -797067.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -797081.500000 Penalty: 4408.344238
	Iteration 22Q: 3 clusters Score -797081.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -797092.312500 Penalty: 4408.344238
	Iteration 23Q: 3 clusters Score -797092.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -797102.375000 Penalty: 4408.344238
	Iteration 24Q: 3 clusters Score -797102.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -797111.062500 Penalty: 4408.344238
	Iteration 25Q: 3 clusters Score -797111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -797113.937500 Penalty: 4408.344238
	Iteration 26Q: 3 clusters Score -797113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -797117.687500 Penalty: 4408.344238
	Iteration 27Q: 3 clusters Score -797117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -797122.312500 Penalty: 4408.344238
	Iteration 28Q: 3 clusters Score -797122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -797125.625000 Penalty: 4408.344238
	Iteration 29Q: 3 clusters Score -797125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -797128.750000 Penalty: 4408.344238
	Iteration 30Q: 3 clusters Score -797128.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -797133.812500 Penalty: 4408.344238
	Iteration 31Q: 3 clusters Score -797133.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -797141.500000 Penalty: 4408.344238
	Iteration 32Q: 3 clusters Score -797141.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -797146.500000 Penalty: 4408.344238
	Iteration 33Q: 3 clusters Score -797146.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -797154.000000 Penalty: 4408.344238
	Iteration 34Q: 3 clusters Score -797154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -797165.125000 Penalty: 4408.344238
	Iteration 35Q: 3 clusters Score -797165.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -797175.875000 Penalty: 4408.344238
	Iteration 36Q: 3 clusters Score -797175.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -797184.687500 Penalty: 4408.344238
	Iteration 37Q: 3 clusters Score -797184.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -797211.000000 Penalty: 4408.344238
	Iteration 38Q: 3 clusters Score -797211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -797229.375000 Penalty: 4408.344238
	Iteration 39Q: 3 clusters Score -797229.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -797255.875000 Penalty: 4408.344238
	Iteration 40F: 3 clusters Score -797255.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -797301.437500 Penalty: 4408.344238
	Iteration 41Q: 3 clusters Score -797301.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -797355.687500 Penalty: 4408.344238
	Iteration 42Q: 3 clusters Score -797355.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -797429.312500 Penalty: 4408.344238
	Iteration 43Q: 3 clusters Score -797429.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -797529.000000 Penalty: 4408.344238
	Iteration 44Q: 3 clusters Score -797529 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -797681.437500 Penalty: 4408.344238
	Iteration 45Q: 3 clusters Score -797681.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -797879.937500 Penalty: 4408.344238
	Iteration 46Q: 3 clusters Score -797879.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -798044.937500 Penalty: 4408.344238
	Iteration 47Q: 3 clusters Score -798044.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -798119.312500 Penalty: 4408.344238
	Iteration 48Q: 3 clusters Score -798119.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -798155.625000 Penalty: 4408.344238
	Iteration 49Q: 3 clusters Score -798155.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -798167.937500 Penalty: 4408.344238
	Iteration 50Q: 3 clusters Score -798167.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798174.062500 Penalty: 4408.344238
	Iteration 51Q: 3 clusters Score -798174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -798179.875000 Penalty: 4408.344238
	Iteration 52Q: 3 clusters Score -798179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -798182.187500 Penalty: 4408.344238
	Iteration 53Q: 3 clusters Score -798182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798181.937500 Penalty: 4408.344238
	Iteration 54Q: 3 clusters Score -798181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -798181.062500 Penalty: 4408.344238
	Iteration 55Q: 3 clusters Score -798181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798181.812500 Penalty: 4408.344238
	Iteration 56Q: 3 clusters Score -798181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798182.937500 Penalty: 4408.344238
	Iteration 57F: 3 clusters Score -798182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -798183.250000 Penalty: 4408.344238
	Iteration 58Q: 3 clusters Score -798183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -798185.312500 Penalty: 4408.344238
	Iteration 59Q: 3 clusters Score -798185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -798185.812500 Penalty: 4408.344238
	Iteration 60F: 3 clusters Score -798185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798187.437500 Penalty: 4408.344238
	Iteration 61Q: 3 clusters Score -798187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -798186.875000 Penalty: 4408.344238
	Iteration 62Q: 3 clusters Score -798186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798186.687500 Penalty: 4408.344238
	Iteration 63Q: 3 clusters Score -798186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798186.687500 Penalty: 4408.344238
	Iteration 64F: 3 clusters Score -798186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13004.039062 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11970.131836 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -11970.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12011.093750 Penalty: 2511.047119
	Iteration 1Q: 3 clusters Score -12011.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12036.826172 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -12036.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12036.826172 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -12036.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -746246.187500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -746246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -740598.250000 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -740598.2 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -742126.062500 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -742126.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -742422.375000 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -742422.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -742680.937500 Penalty: 4371.981445
	Iteration 3F: 3 clusters Score -742680.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -742923.500000 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -742923.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -743140.312500 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -743140.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -743343.500000 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -743343.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -743491.687500 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -743491.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -743621.437500 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -743621.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -743721.375000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -743721.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -743808.875000 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -743808.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -743881.437500 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -743881.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -743955.687500 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -743955.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -744018.625000 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -744018.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -744073.375000 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -744073.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -744135.312500 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -744135.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -744192.062500 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -744192.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -744239.437500 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -744239.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -744280.687500 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -744280.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -744329.625000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -744329.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -744398.312500 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -744398.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -744483.812500 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -744483.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -744551.250000 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -744551.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -744606.750000 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -744606.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -744648.500000 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -744648.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -744679.687500 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -744679.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -744708.875000 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -744708.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -744729.250000 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -744729.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -744749.187500 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -744749.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -744763.187500 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -744763.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -744771.187500 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -744771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -744777.937500 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -744777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -744783.500000 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -744783.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -744788.375000 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -744788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -744792.625000 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -744792.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -744797.312500 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -744797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -744800.437500 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -744800.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -744805.562500 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -744805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -744806.875000 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -744806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -744807.625000 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -744807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -744809.562500 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -744809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -744813.312500 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -744813.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -744816.500000 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -744816.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -744814.812500 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -744814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -744815.937500 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -744815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -744819.375000 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -744819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -744819.875000 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -744819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -744822.500000 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -744822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -744824.937500 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -744824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -744826.500000 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -744826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -744827.687500 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -744827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -744828.812500 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -744828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -744830.312500 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -744830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -744830.312500 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -744830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -744833.000000 Penalty: 4371.981445
	Iteration 54Q: 3 clusters Score -744833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -744833.687500 Penalty: 4371.981445
	Iteration 55Q: 3 clusters Score -744833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -744834.187500 Penalty: 4371.981445
	Iteration 56Q: 3 clusters Score -744834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -744833.812500 Penalty: 4371.981445
	Iteration 57Q: 3 clusters Score -744833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -744835.875000 Penalty: 4371.981445
	Iteration 58Q: 3 clusters Score -744835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -744837.125000 Penalty: 4371.981445
	Iteration 59Q: 3 clusters Score -744837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -744835.500000 Penalty: 4371.981445
	Iteration 60F: 3 clusters Score -744835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -744837.812500 Penalty: 4371.981445
	Iteration 61Q: 3 clusters Score -744837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -744837.937500 Penalty: 4371.981445
	Iteration 62Q: 3 clusters Score -744837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -744838.250000 Penalty: 4371.981445
	Iteration 63Q: 3 clusters Score -744838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -744838.750000 Penalty: 4371.981445
	Iteration 64Q: 3 clusters Score -744838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -744839.437500 Penalty: 4371.981445
	Iteration 65Q: 3 clusters Score -744839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -744839.062500 Penalty: 4371.981445
	Iteration 66Q: 3 clusters Score -744839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -744840.312500 Penalty: 4371.981445
	Iteration 67Q: 3 clusters Score -744840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -744840.562500 Penalty: 4371.981445
	Iteration 68Q: 3 clusters Score -744840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -744841.000000 Penalty: 4371.981445
	Iteration 69Q: 3 clusters Score -744841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -744842.062500 Penalty: 4371.981445
	Iteration 70Q: 3 clusters Score -744842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -744841.187500 Penalty: 4371.981445
	Iteration 71Q: 3 clusters Score -744841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -744841.187500 Penalty: 4371.981445
	Iteration 72F: 3 clusters Score -744841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -49808.554688 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -49808.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48289.203125 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -48289.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48457.527344 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -48457.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48530.089844 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -48530.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48570.152344 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -48570.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48598.789062 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -48598.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48610.402344 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -48610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48617.753906 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -48617.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48617.753906 Penalty: 3072.425049
	Iteration 7F: 3 clusters Score -48617.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -38511.906250 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -38511.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37102.382812 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -37102.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37274.332031 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -37274.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37336.003906 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -37336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37367.316406 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -37367.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37380.234375 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -37380.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37391.714844 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -37391.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37394.515625 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -37394.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37394.515625 Penalty: 3006.482422
	Iteration 7F: 3 clusters Score -37394.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Entering Unmasked Estep 
Score: -2212193.750000 Penalty: 2445.320312
	Iteration 0F: 2 clusters Score -2212194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2198600.250000 Penalty: 4890.640625
	Iteration 0F: 3 clusters Score -2198600 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2203121.250000 Penalty: 4890.640625
	Iteration 1F: 3 clusters Score -2203121 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2203473.750000 Penalty: 4890.640625
	Iteration 2F: 3 clusters Score -2203474 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2203707.750000 Penalty: 4890.640625
	Iteration 3Q: 3 clusters Score -2203708 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2203902.000000 Penalty: 4890.640625
	Iteration 4Q: 3 clusters Score -2203902 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2204081.250000 Penalty: 4890.640625
	Iteration 5Q: 3 clusters Score -2204081 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2204264.500000 Penalty: 4890.640625
	Iteration 6Q: 3 clusters Score -2204264 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2204481.000000 Penalty: 4890.640625
	Iteration 7Q: 3 clusters Score -2204481 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2204716.000000 Penalty: 4890.640625
	Iteration 8Q: 3 clusters Score -2204716 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2205026.750000 Penalty: 4890.640625
	Iteration 9Q: 3 clusters Score -2205027 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2205429.750000 Penalty: 4890.640625
	Iteration 10Q: 3 clusters Score -2205430 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2205977.750000 Penalty: 4890.640625
	Iteration 11Q: 3 clusters Score -2205978 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2206650.000000 Penalty: 4890.640625
	Iteration 12F: 3 clusters Score -2206650 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2207418.250000 Penalty: 4890.640625
	Iteration 13F: 3 clusters Score -2207418 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2208170.250000 Penalty: 4890.640625
	Iteration 14Q: 3 clusters Score -2208170 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2208815.500000 Penalty: 4890.640625
	Iteration 15Q: 3 clusters Score -2208816 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2209266.750000 Penalty: 4890.640625
	Iteration 16Q: 3 clusters Score -2209267 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2209583.750000 Penalty: 4890.640625
	Iteration 17Q: 3 clusters Score -2209584 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2209766.750000 Penalty: 4890.640625
	Iteration 18Q: 3 clusters Score -2209767 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2209875.250000 Penalty: 4890.640625
	Iteration 19Q: 3 clusters Score -2209875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2209957.500000 Penalty: 4890.640625
	Iteration 20F: 3 clusters Score -2209958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2210005.750000 Penalty: 4890.640625
	Iteration 21Q: 3 clusters Score -2210006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2210042.000000 Penalty: 4890.640625
	Iteration 22Q: 3 clusters Score -2210042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2210063.000000 Penalty: 4890.640625
	Iteration 23Q: 3 clusters Score -2210063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2210073.250000 Penalty: 4890.640625
	Iteration 24Q: 3 clusters Score -2210073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2210081.000000 Penalty: 4890.640625
	Iteration 25Q: 3 clusters Score -2210081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2210088.000000 Penalty: 4890.640625
	Iteration 26Q: 3 clusters Score -2210088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2210090.500000 Penalty: 4890.640625
	Iteration 27Q: 3 clusters Score -2210090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2210092.500000 Penalty: 4890.640625
	Iteration 28Q: 3 clusters Score -2210092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2210094.500000 Penalty: 4890.640625
	Iteration 29Q: 3 clusters Score -2210094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2210094.500000 Penalty: 4890.640625
	Iteration 30F: 3 clusters Score -2210094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (345402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345402 members 
Entering Unmasked Estep 
Score: -38848600.000000 Penalty: 3162.611084
	Iteration 0F: 2 clusters Score -3.88486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172063 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -38648820.000000 Penalty: 6325.222168
	Iteration 0F: 3 clusters Score -3.864882e+07 nChanged 166968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -38749676.000000 Penalty: 6325.222168
	Iteration 1F: 3 clusters Score -3.874968e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 195608 members 
Entering Unmasked Estep 
Score: -38752836.000000 Penalty: 6325.222168
	Iteration 2Q: 3 clusters Score -3.875284e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135933 members 
Mstep: Class 2 contains 209469 members 
Entering Unmasked Estep 
Score: -38758832.000000 Penalty: 6325.222168
	Iteration 3Q: 3 clusters Score -3.875883e+07 nChanged 21016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -38770804.000000 Penalty: 6325.222168
	Iteration 4F: 3 clusters Score -3.87708e+07 nChanged 27955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 258030 members 
Entering Unmasked Estep 
Score: -38791580.000000 Penalty: 6325.222168
	Iteration 5F: 3 clusters Score -3.879158e+07 nChanged 32594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 290618 members 
Entering Unmasked Estep 
Score: -38820188.000000 Penalty: 6325.222168
	Iteration 6F: 3 clusters Score -3.882019e+07 nChanged 28250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 318868 members 
Entering Unmasked Estep 
Score: -38836528.000000 Penalty: 6325.222168
	Iteration 7F: 3 clusters Score -3.883653e+07 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 335142 members 
Entering Unmasked Estep 
Score: -38842672.000000 Penalty: 6325.222168
	Iteration 8Q: 3 clusters Score -3.884267e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 341743 members 
Entering Unmasked Estep 
Score: -38844424.000000 Penalty: 6325.222168
	Iteration 9Q: 3 clusters Score -3.884442e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 344016 members 
Entering Unmasked Estep 
Score: -38845212.000000 Penalty: 6325.222168
	Iteration 10Q: 3 clusters Score -3.884521e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 344739 members 
Entering Unmasked Estep 
Score: -38845432.000000 Penalty: 6325.222168
	Iteration 11Q: 3 clusters Score -3.884543e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 344977 members 
Entering Unmasked Estep 
Score: -38845600.000000 Penalty: 6325.222168
	Iteration 12Q: 3 clusters Score -3.88456e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345055 members 
Entering Unmasked Estep 
Score: -38845668.000000 Penalty: 6325.222168
	Iteration 13Q: 3 clusters Score -3.884567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 345091 members 
Entering Unmasked Estep 
Score: -38845704.000000 Penalty: 6325.222168
	Iteration 14Q: 3 clusters Score -3.88457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 345110 members 
Entering Unmasked Estep 
Score: -38845732.000000 Penalty: 6325.222168
	Iteration 15Q: 3 clusters Score -3.884573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345124 members 
Entering Unmasked Estep 
Score: -38845744.000000 Penalty: 6325.222168
	Iteration 16Q: 3 clusters Score -3.884574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 345133 members 
Entering Unmasked Estep 
Score: -38845768.000000 Penalty: 6325.222168
	Iteration 17Q: 3 clusters Score -3.884577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345140 members 
Entering Unmasked Estep 
Score: -38845792.000000 Penalty: 6325.222168
	Iteration 18Q: 3 clusters Score -3.884579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345140 members 
Entering Unmasked Estep 
Score: -38845796.000000 Penalty: 6325.222168
	Iteration 19Q: 3 clusters Score -3.88458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 345137 members 
Entering Unmasked Estep 
Score: -38845808.000000 Penalty: 6325.222168
	Iteration 20F: 3 clusters Score -3.884581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 345135 members 
Entering Unmasked Estep 
Score: -38845800.000000 Penalty: 6325.222168
	Iteration 21Q: 3 clusters Score -3.88458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 345137 members 
Entering Unmasked Estep 
Score: -38845812.000000 Penalty: 6325.222168
	Iteration 22Q: 3 clusters Score -3.884581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345139 members 
Entering Unmasked Estep 
Score: -38845812.000000 Penalty: 6325.222168
	Iteration 23Q: 3 clusters Score -3.884581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 345138 members 
Entering Unmasked Estep 
Score: -38845840.000000 Penalty: 6325.222168
	Iteration 24Q: 3 clusters Score -3.884584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345139 members 
Entering Unmasked Estep 
Score: -38845828.000000 Penalty: 6325.222168
	Iteration 25Q: 3 clusters Score -3.884583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345139 members 
Entering Unmasked Estep 
Score: -38845828.000000 Penalty: 6325.222168
	Iteration 26F: 3 clusters Score -3.884583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34504.710938 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34504.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33143.671875 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33143.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33278.015625 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33278.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33354.683594 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -33354.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33403.507812 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -33403.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33424.109375 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33424.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33445.871094 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33445.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33452.343750 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -33452.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33454.894531 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -33454.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33470.214844 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -33470.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33483.375000 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -33483.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33493.671875 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -33493.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33502.710938 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -33502.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33512.175781 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -33512.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33518.960938 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -33518.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33533.667969 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -33533.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33563.628906 Penalty: 2961.745850
	Iteration 15Q: 3 clusters Score -33563.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33574.121094 Penalty: 2961.745850
	Iteration 16Q: 3 clusters Score -33574.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33597.515625 Penalty: 2961.745850
	Iteration 17Q: 3 clusters Score -33597.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33600.027344 Penalty: 2961.745850
	Iteration 18Q: 3 clusters Score -33600.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33601.863281 Penalty: 2961.745850
	Iteration 19Q: 3 clusters Score -33601.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33605.054688 Penalty: 2961.745850
	Iteration 20F: 3 clusters Score -33605.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33608.023438 Penalty: 2961.745850
	Iteration 21Q: 3 clusters Score -33608.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33616.296875 Penalty: 2961.745850
	Iteration 22Q: 3 clusters Score -33616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33616.296875 Penalty: 2961.745850
	Iteration 23F: 3 clusters Score -33616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44280.820312 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44280.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42783.082031 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -42783.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42969.515625 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -42969.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43112.640625 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -43112.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43211.554688 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43211.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43255.023438 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43255.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43264.175781 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43264.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43286.011719 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43286.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43294.878906 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -43294.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43299.035156 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -43299.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43299.035156 Penalty: 3044.312744
	Iteration 9F: 3 clusters Score -43299.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -1498016.375000 Penalty: 2349.650146
	Iteration 0F: 2 clusters Score -1498016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1488426.750000 Penalty: 4699.300293
	Iteration 0F: 3 clusters Score -1488427 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1491304.875000 Penalty: 4699.300293
	Iteration 1F: 3 clusters Score -1491305 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1491649.000000 Penalty: 4699.300293
	Iteration 2F: 3 clusters Score -1491649 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1491941.125000 Penalty: 4699.300293
	Iteration 3F: 3 clusters Score -1491941 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1492219.500000 Penalty: 4699.300293
	Iteration 4Q: 3 clusters Score -1492220 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1492549.875000 Penalty: 4699.300293
	Iteration 5Q: 3 clusters Score -1492550 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1492933.875000 Penalty: 4699.300293
	Iteration 6Q: 3 clusters Score -1492934 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1493404.500000 Penalty: 4699.300293
	Iteration 7F: 3 clusters Score -1493404 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1493968.250000 Penalty: 4699.300293
	Iteration 8F: 3 clusters Score -1493968 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1494537.875000 Penalty: 4699.300293
	Iteration 9F: 3 clusters Score -1494538 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1494986.500000 Penalty: 4699.300293
	Iteration 10Q: 3 clusters Score -1494986 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1495326.500000 Penalty: 4699.300293
	Iteration 11Q: 3 clusters Score -1495326 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1495548.000000 Penalty: 4699.300293
	Iteration 12Q: 3 clusters Score -1495548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1495700.500000 Penalty: 4699.300293
	Iteration 13Q: 3 clusters Score -1495700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1495793.625000 Penalty: 4699.300293
	Iteration 14Q: 3 clusters Score -1495794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1495851.000000 Penalty: 4699.300293
	Iteration 15Q: 3 clusters Score -1495851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1495892.375000 Penalty: 4699.300293
	Iteration 16Q: 3 clusters Score -1495892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1495923.875000 Penalty: 4699.300293
	Iteration 17Q: 3 clusters Score -1495924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1495941.750000 Penalty: 4699.300293
	Iteration 18Q: 3 clusters Score -1495942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1495954.375000 Penalty: 4699.300293
	Iteration 19Q: 3 clusters Score -1495954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1495963.250000 Penalty: 4699.300293
	Iteration 20F: 3 clusters Score -1495963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1495964.500000 Penalty: 4699.300293
	Iteration 21Q: 3 clusters Score -1495964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1495965.875000 Penalty: 4699.300293
	Iteration 22Q: 3 clusters Score -1495966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1495966.000000 Penalty: 4699.300293
	Iteration 23Q: 3 clusters Score -1495966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1495966.000000 Penalty: 4699.300293
	Iteration 24F: 3 clusters Score -1495966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 98665 members 
Mstep: Class 16 contains 49656 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19152 members 
Mstep: Class 40 contains 345402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915432.000000 Penalty: 147466.703125
Iteration 239Q: 44 clusters Score -1.109154e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 42977 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9762 members 
Mstep: Class 9 contains 30469 members 
Mstep: Class 10 contains 40354 members 
Mstep: Class 11 contains 36154 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 98579 members 
Mstep: Class 16 contains 49678 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5734 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50132 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34395 members 
Mstep: Class 27 contains 3046 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8684 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19156 members 
Mstep: Class 40 contains 345455 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915296.000000 Penalty: 147466.703125
Iteration 240F: 44 clusters Score -1.109153e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 43000 members 
Mstep: Class 3 contains 23201 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 30486 members 
Mstep: Class 10 contains 40351 members 
Mstep: Class 11 contains 36134 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 98506 members 
Mstep: Class 16 contains 49697 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5733 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3048 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8684 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19162 members 
Mstep: Class 40 contains 345502 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915360.000000 Penalty: 147466.703125
Iteration 241Q: 44 clusters Score -1.109154e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 43019 members 
Mstep: Class 3 contains 23202 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 30506 members 
Mstep: Class 10 contains 40354 members 
Mstep: Class 11 contains 36124 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 98433 members 
Mstep: Class 16 contains 49721 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15134 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50058 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3050 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8688 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7232 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19167 members 
Mstep: Class 40 contains 345527 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915344.000000 Penalty: 147466.703125
Iteration 242Q: 44 clusters Score -1.109153e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 43047 members 
Mstep: Class 3 contains 23202 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 30536 members 
Mstep: Class 10 contains 40354 members 
Mstep: Class 11 contains 36111 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 98370 members 
Mstep: Class 16 contains 49741 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15135 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 50022 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34400 members 
Mstep: Class 27 contains 3051 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8693 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7229 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19176 members 
Mstep: Class 40 contains 345542 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915376.000000 Penalty: 147466.703125
Iteration 243Q: 44 clusters Score -1.109154e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 43072 members 
Mstep: Class 3 contains 23205 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 30563 members 
Mstep: Class 10 contains 40356 members 
Mstep: Class 11 contains 36096 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 98303 members 
Mstep: Class 16 contains 49760 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49986 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3051 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 8698 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19182 members 
Mstep: Class 40 contains 345566 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915216.000000 Penalty: 147466.703125
Iteration 244Q: 44 clusters Score -1.109152e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 43091 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 40361 members 
Mstep: Class 11 contains 36088 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7972 members 
Mstep: Class 15 contains 98216 members 
Mstep: Class 16 contains 49774 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15137 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49939 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 3052 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4703 members 
Mstep: Class 30 contains 8702 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19185 members 
Mstep: Class 40 contains 345647 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915288.000000 Penalty: 147466.703125
Iteration 245Q: 44 clusters Score -1.109153e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 43108 members 
Mstep: Class 3 contains 23213 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 30596 members 
Mstep: Class 10 contains 40367 members 
Mstep: Class 11 contains 36089 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 98163 members 
Mstep: Class 16 contains 49783 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15138 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49894 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34391 members 
Mstep: Class 27 contains 3053 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 8706 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7226 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19188 members 
Mstep: Class 40 contains 345680 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915264.000000 Penalty: 147466.703125
Iteration 246Q: 44 clusters Score -1.109153e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 43120 members 
Mstep: Class 3 contains 23216 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 30622 members 
Mstep: Class 10 contains 40367 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 49793 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15138 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49854 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34394 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 8708 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7222 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19189 members 
Mstep: Class 40 contains 345724 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915328.000000 Penalty: 147466.703125
Iteration 247Q: 44 clusters Score -1.109153e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 43140 members 
Mstep: Class 3 contains 23216 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 30637 members 
Mstep: Class 10 contains 40366 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8002 members 
Mstep: Class 15 contains 98040 members 
Mstep: Class 16 contains 49799 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15137 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49816 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34397 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 8711 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7220 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19192 members 
Mstep: Class 40 contains 345761 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915320.000000 Penalty: 147466.703125
Iteration 248Q: 44 clusters Score -1.109153e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 43161 members 
Mstep: Class 3 contains 23216 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 30655 members 
Mstep: Class 10 contains 40366 members 
Mstep: Class 11 contains 36087 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8019 members 
Mstep: Class 15 contains 97981 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15138 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49761 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4706 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7220 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19193 members 
Mstep: Class 40 contains 345818 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915344.000000 Penalty: 147466.703125
Iteration 249Q: 44 clusters Score -1.109153e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 43186 members 
Mstep: Class 3 contains 23218 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9745 members 
Mstep: Class 9 contains 30678 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 36084 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 97913 members 
Mstep: Class 16 contains 49813 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15139 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49700 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19198 members 
Mstep: Class 40 contains 345879 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915360.000000 Penalty: 147466.703125
Iteration 250Q: 44 clusters Score -1.109154e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 43210 members 
Mstep: Class 3 contains 23217 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 30706 members 
Mstep: Class 10 contains 40365 members 
Mstep: Class 11 contains 36080 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 97856 members 
Mstep: Class 16 contains 49820 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15139 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49642 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19201 members 
Mstep: Class 40 contains 345928 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915256.000000 Penalty: 147466.703125
Iteration 251Q: 44 clusters Score -1.109153e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111214 members 
Mstep: Class 2 contains 43236 members 
Mstep: Class 3 contains 23217 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 30734 members 
Mstep: Class 10 contains 40366 members 
Mstep: Class 11 contains 36077 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 97804 members 
Mstep: Class 16 contains 49831 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15139 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49604 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 3057 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8716 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19206 members 
Mstep: Class 40 contains 345946 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915192.000000 Penalty: 147466.703125
Iteration 252Q: 44 clusters Score -1.109152e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 43257 members 
Mstep: Class 3 contains 23218 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 30750 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 97753 members 
Mstep: Class 16 contains 49843 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15140 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49564 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34393 members 
Mstep: Class 27 contains 3058 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8717 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19209 members 
Mstep: Class 40 contains 345973 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915224.000000 Penalty: 147466.703125
Iteration 253Q: 44 clusters Score -1.109152e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111214 members 
Mstep: Class 2 contains 43275 members 
Mstep: Class 3 contains 23224 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 30766 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 36071 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 97689 members 
Mstep: Class 16 contains 49849 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15141 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49518 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34391 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8722 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19211 members 
Mstep: Class 40 contains 346029 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915288.000000 Penalty: 147466.703125
Iteration 254Q: 44 clusters Score -1.109153e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111214 members 
Mstep: Class 2 contains 43290 members 
Mstep: Class 3 contains 23230 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 30792 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 36066 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3895 members 
Mstep: Class 14 contains 8050 members 
Mstep: Class 15 contains 97631 members 
Mstep: Class 16 contains 49859 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49483 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34393 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8728 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19217 members 
Mstep: Class 40 contains 346050 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915240.000000 Penalty: 147466.703125
Iteration 255Q: 44 clusters Score -1.109152e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 43305 members 
Mstep: Class 3 contains 23239 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4303 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 30814 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 36065 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 97580 members 
Mstep: Class 16 contains 49862 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49430 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34393 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8734 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19222 members 
Mstep: Class 40 contains 346096 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915296.000000 Penalty: 147466.703125
Iteration 256Q: 44 clusters Score -1.109153e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 43321 members 
Mstep: Class 3 contains 23243 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 30830 members 
Mstep: Class 10 contains 40378 members 
Mstep: Class 11 contains 36059 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8058 members 
Mstep: Class 15 contains 97526 members 
Mstep: Class 16 contains 49869 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49365 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34393 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8744 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19231 members 
Mstep: Class 40 contains 346154 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915272.000000 Penalty: 147466.703125
Iteration 257Q: 44 clusters Score -1.109153e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 43337 members 
Mstep: Class 3 contains 23247 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 30846 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8065 members 
Mstep: Class 15 contains 97473 members 
Mstep: Class 16 contains 49882 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49312 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8750 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19235 members 
Mstep: Class 40 contains 346198 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915400.000000 Penalty: 147466.703125
Iteration 258Q: 44 clusters Score -1.109154e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43353 members 
Mstep: Class 3 contains 23250 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 30860 members 
Mstep: Class 10 contains 40380 members 
Mstep: Class 11 contains 36047 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8069 members 
Mstep: Class 15 contains 97426 members 
Mstep: Class 16 contains 49891 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49262 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34391 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8753 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19241 members 
Mstep: Class 40 contains 346240 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915496.000000 Penalty: 147466.703125
Iteration 259Q: 44 clusters Score -1.109155e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 43371 members 
Mstep: Class 3 contains 23253 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 30877 members 
Mstep: Class 10 contains 40381 members 
Mstep: Class 11 contains 36039 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 97380 members 
Mstep: Class 16 contains 49905 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49217 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34391 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8755 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19243 members 
Mstep: Class 40 contains 346267 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915496.000000 Penalty: 147466.703125
Iteration 260F: 44 clusters Score -1.109155e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43391 members 
Mstep: Class 3 contains 23257 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4253 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 30893 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 36031 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 15 contains 97343 members 
Mstep: Class 16 contains 49911 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49181 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34391 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19247 members 
Mstep: Class 40 contains 346281 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915560.000000 Penalty: 147466.703125
Iteration 261Q: 44 clusters Score -1.109156e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43408 members 
Mstep: Class 3 contains 23265 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 30910 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 36027 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8086 members 
Mstep: Class 15 contains 97308 members 
Mstep: Class 16 contains 49918 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49152 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34390 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19249 members 
Mstep: Class 40 contains 346299 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915456.000000 Penalty: 147466.703125
Iteration 262Q: 44 clusters Score -1.109155e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111225 members 
Mstep: Class 2 contains 43424 members 
Mstep: Class 3 contains 23271 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 30926 members 
Mstep: Class 10 contains 40369 members 
Mstep: Class 11 contains 36024 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8089 members 
Mstep: Class 15 contains 97283 members 
Mstep: Class 16 contains 49922 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49110 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34390 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8761 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19249 members 
Mstep: Class 40 contains 346330 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915488.000000 Penalty: 147466.703125
Iteration 263Q: 44 clusters Score -1.109155e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111225 members 
Mstep: Class 2 contains 43435 members 
Mstep: Class 3 contains 23282 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 30939 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 36020 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 15 contains 97262 members 
Mstep: Class 16 contains 49924 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5727 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49062 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34389 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8762 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19250 members 
Mstep: Class 40 contains 346352 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915472.000000 Penalty: 147466.703125
Iteration 264Q: 44 clusters Score -1.109155e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43450 members 
Mstep: Class 3 contains 23291 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 30947 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 97239 members 
Mstep: Class 16 contains 49929 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 49019 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34389 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8763 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19252 members 
Mstep: Class 40 contains 346373 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915536.000000 Penalty: 147466.703125
Iteration 265Q: 44 clusters Score -1.109155e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43459 members 
Mstep: Class 3 contains 23299 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 30962 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 36015 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 97224 members 
Mstep: Class 16 contains 49935 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48990 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34387 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8764 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19252 members 
Mstep: Class 40 contains 346376 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915632.000000 Penalty: 147466.703125
Iteration 266Q: 44 clusters Score -1.109156e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43467 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 30974 members 
Mstep: Class 10 contains 40378 members 
Mstep: Class 11 contains 36014 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8105 members 
Mstep: Class 15 contains 97201 members 
Mstep: Class 16 contains 49941 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48968 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34387 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8764 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19252 members 
Mstep: Class 40 contains 346380 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915632.000000 Penalty: 147466.703125
Iteration 267Q: 44 clusters Score -1.109156e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43474 members 
Mstep: Class 3 contains 23305 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 30983 members 
Mstep: Class 10 contains 40380 members 
Mstep: Class 11 contains 36011 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 97182 members 
Mstep: Class 16 contains 49943 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48944 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34387 members 
Mstep: Class 27 contains 3064 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6732 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19251 members 
Mstep: Class 40 contains 346391 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915720.000000 Penalty: 147466.703125
Iteration 268Q: 44 clusters Score -1.109157e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43483 members 
Mstep: Class 3 contains 23305 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 30994 members 
Mstep: Class 10 contains 40379 members 
Mstep: Class 11 contains 36008 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8127 members 
Mstep: Class 15 contains 97164 members 
Mstep: Class 16 contains 49946 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48927 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34388 members 
Mstep: Class 27 contains 3067 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8766 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19251 members 
Mstep: Class 40 contains 346384 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915704.000000 Penalty: 147466.703125
Iteration 269Q: 44 clusters Score -1.109157e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43491 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 31009 members 
Mstep: Class 10 contains 40381 members 
Mstep: Class 11 contains 36008 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 8140 members 
Mstep: Class 15 contains 97146 members 
Mstep: Class 16 contains 49947 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48904 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34386 members 
Mstep: Class 27 contains 3070 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8766 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19251 members 
Mstep: Class 40 contains 346384 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915704.000000 Penalty: 147466.703125
Iteration 270Q: 44 clusters Score -1.109157e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43498 members 
Mstep: Class 3 contains 23310 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 31020 members 
Mstep: Class 10 contains 40383 members 
Mstep: Class 11 contains 36006 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8153 members 
Mstep: Class 15 contains 97123 members 
Mstep: Class 16 contains 49949 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48886 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34386 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19250 members 
Mstep: Class 40 contains 346388 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915832.000000 Penalty: 147466.703125
Iteration 271Q: 44 clusters Score -1.109158e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 43503 members 
Mstep: Class 3 contains 23312 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 31030 members 
Mstep: Class 10 contains 40384 members 
Mstep: Class 11 contains 36006 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8165 members 
Mstep: Class 15 contains 97110 members 
Mstep: Class 16 contains 49954 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48861 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34387 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8766 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19251 members 
Mstep: Class 40 contains 346388 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915856.000000 Penalty: 147466.703125
Iteration 272Q: 44 clusters Score -1.109159e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43504 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 31037 members 
Mstep: Class 10 contains 40384 members 
Mstep: Class 11 contains 36004 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8180 members 
Mstep: Class 15 contains 97102 members 
Mstep: Class 16 contains 49957 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48841 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34387 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19253 members 
Mstep: Class 40 contains 346382 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915776.000000 Penalty: 147466.703125
Iteration 273Q: 44 clusters Score -1.109158e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43508 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 31042 members 
Mstep: Class 10 contains 40383 members 
Mstep: Class 11 contains 36003 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 97087 members 
Mstep: Class 16 contains 49960 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48823 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34388 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19254 members 
Mstep: Class 40 contains 346380 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915880.000000 Penalty: 147466.703125
Iteration 274Q: 44 clusters Score -1.109159e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 31052 members 
Mstep: Class 10 contains 40379 members 
Mstep: Class 11 contains 36003 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8210 members 
Mstep: Class 15 contains 97072 members 
Mstep: Class 16 contains 49965 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48810 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34388 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19256 members 
Mstep: Class 40 contains 346371 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915904.000000 Penalty: 147466.703125
Iteration 275Q: 44 clusters Score -1.109159e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43514 members 
Mstep: Class 3 contains 23318 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 31064 members 
Mstep: Class 10 contains 40380 members 
Mstep: Class 11 contains 36002 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8226 members 
Mstep: Class 15 contains 97052 members 
Mstep: Class 16 contains 49968 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48802 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34389 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19257 members 
Mstep: Class 40 contains 346362 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915912.000000 Penalty: 147466.703125
Iteration 276Q: 44 clusters Score -1.109159e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43516 members 
Mstep: Class 3 contains 23320 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31077 members 
Mstep: Class 10 contains 40379 members 
Mstep: Class 11 contains 36002 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8239 members 
Mstep: Class 15 contains 97023 members 
Mstep: Class 16 contains 49969 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48786 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34390 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19257 members 
Mstep: Class 40 contains 346374 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915944.000000 Penalty: 147466.703125
Iteration 277Q: 44 clusters Score -1.109159e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43516 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31092 members 
Mstep: Class 10 contains 40378 members 
Mstep: Class 11 contains 35999 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8251 members 
Mstep: Class 15 contains 96997 members 
Mstep: Class 16 contains 49972 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48768 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34391 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7218 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346383 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915960.000000 Penalty: 147466.703125
Iteration 278Q: 44 clusters Score -1.10916e+08 nChanged 73
Entering ConstructFrom: 
Score: -110915960.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (111224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Entering Unmasked Estep 
Score: -12579393.000000 Penalty: 2881.586914
	Iteration 0F: 2 clusters Score -1.257939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -12504748.000000 Penalty: 5763.173828
	Iteration 0F: 3 clusters Score -1.250475e+07 nChanged 52908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -12535520.000000 Penalty: 5763.173828
	Iteration 1F: 3 clusters Score -1.253552e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -12536350.000000 Penalty: 5763.173828
	Iteration 2Q: 3 clusters Score -1.253635e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -12537392.000000 Penalty: 5763.173828
	Iteration 3Q: 3 clusters Score -1.253739e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -12538434.000000 Penalty: 5763.173828
	Iteration 4Q: 3 clusters Score -1.253843e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -12539818.000000 Penalty: 5763.173828
	Iteration 5Q: 3 clusters Score -1.253982e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -12541837.000000 Penalty: 5763.173828
	Iteration 6Q: 3 clusters Score -1.254184e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -12544099.000000 Penalty: 5763.173828
	Iteration 7Q: 3 clusters Score -1.25441e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -12546420.000000 Penalty: 5763.173828
	Iteration 8F: 3 clusters Score -1.254642e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -12548557.000000 Penalty: 5763.173828
	Iteration 9Q: 3 clusters Score -1.254856e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -12550396.000000 Penalty: 5763.173828
	Iteration 10Q: 3 clusters Score -1.25504e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -12551974.000000 Penalty: 5763.173828
	Iteration 11Q: 3 clusters Score -1.255197e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -12553539.000000 Penalty: 5763.173828
	Iteration 12Q: 3 clusters Score -1.255354e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -12555449.000000 Penalty: 5763.173828
	Iteration 13Q: 3 clusters Score -1.255545e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -12557537.000000 Penalty: 5763.173828
	Iteration 14Q: 3 clusters Score -1.255754e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -12560138.000000 Penalty: 5763.173828
	Iteration 15Q: 3 clusters Score -1.256014e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -12562976.000000 Penalty: 5763.173828
	Iteration 16Q: 3 clusters Score -1.256298e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -12565923.000000 Penalty: 5763.173828
	Iteration 17Q: 3 clusters Score -1.256592e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12568401.000000 Penalty: 5763.173828
	Iteration 18Q: 3 clusters Score -1.25684e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -12570551.000000 Penalty: 5763.173828
	Iteration 19Q: 3 clusters Score -1.257055e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -12572350.000000 Penalty: 5763.173828
	Iteration 20F: 3 clusters Score -1.257235e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -12573695.000000 Penalty: 5763.173828
	Iteration 21Q: 3 clusters Score -1.25737e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -12574678.000000 Penalty: 5763.173828
	Iteration 22Q: 3 clusters Score -1.257468e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -12575442.000000 Penalty: 5763.173828
	Iteration 23Q: 3 clusters Score -1.257544e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 108617 members 
Entering Unmasked Estep 
Score: -12575965.000000 Penalty: 5763.173828
	Iteration 24Q: 3 clusters Score -1.257596e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -12576261.000000 Penalty: 5763.173828
	Iteration 25Q: 3 clusters Score -1.257626e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -12576492.000000 Penalty: 5763.173828
	Iteration 26Q: 3 clusters Score -1.257649e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -12576613.000000 Penalty: 5763.173828
	Iteration 27Q: 3 clusters Score -1.257661e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 110020 members 
Entering Unmasked Estep 
Score: -12576712.000000 Penalty: 5763.173828
	Iteration 28Q: 3 clusters Score -1.257671e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -12576799.000000 Penalty: 5763.173828
	Iteration 29Q: 3 clusters Score -1.25768e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -12576853.000000 Penalty: 5763.173828
	Iteration 30Q: 3 clusters Score -1.257685e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -12576929.000000 Penalty: 5763.173828
	Iteration 31Q: 3 clusters Score -1.257693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -12576939.000000 Penalty: 5763.173828
	Iteration 32Q: 3 clusters Score -1.257694e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -12576968.000000 Penalty: 5763.173828
	Iteration 33Q: 3 clusters Score -1.257697e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -12576985.000000 Penalty: 5763.173828
	Iteration 34Q: 3 clusters Score -1.257698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -12577002.000000 Penalty: 5763.173828
	Iteration 35Q: 3 clusters Score -1.2577e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -12577007.000000 Penalty: 5763.173828
	Iteration 36Q: 3 clusters Score -1.257701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -12577025.000000 Penalty: 5763.173828
	Iteration 37Q: 3 clusters Score -1.257702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -12577074.000000 Penalty: 5763.173828
	Iteration 38Q: 3 clusters Score -1.257707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -12577078.000000 Penalty: 5763.173828
	Iteration 39Q: 3 clusters Score -1.257708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -12577082.000000 Penalty: 5763.173828
	Iteration 40F: 3 clusters Score -1.257708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -12577082.000000 Penalty: 5763.173828
	Iteration 41Q: 3 clusters Score -1.257708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -12577096.000000 Penalty: 5763.173828
	Iteration 42Q: 3 clusters Score -1.25771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -12577105.000000 Penalty: 5763.173828
	Iteration 43Q: 3 clusters Score -1.25771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -12577110.000000 Penalty: 5763.173828
	Iteration 44Q: 3 clusters Score -1.257711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -12577123.000000 Penalty: 5763.173828
	Iteration 45Q: 3 clusters Score -1.257712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -12577116.000000 Penalty: 5763.173828
	Iteration 46Q: 3 clusters Score -1.257712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -12577117.000000 Penalty: 5763.173828
	Iteration 47Q: 3 clusters Score -1.257712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -12577116.000000 Penalty: 5763.173828
	Iteration 48Q: 3 clusters Score -1.257712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -12577117.000000 Penalty: 5763.173828
	Iteration 49Q: 3 clusters Score -1.257712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -12577116.000000 Penalty: 5763.173828
	Iteration 50Q: 3 clusters Score -1.257712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -12577116.000000 Penalty: 5763.173828
	Iteration 51F: 3 clusters Score -1.257712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Entering Unmasked Estep 
Score: -4932856.000000 Penalty: 2648.836426
	Iteration 0F: 2 clusters Score -4932856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4903502.000000 Penalty: 5297.672852
	Iteration 0F: 3 clusters Score -4903502 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4914337.500000 Penalty: 5297.672852
	Iteration 1F: 3 clusters Score -4914338 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4914960.500000 Penalty: 5297.672852
	Iteration 2Q: 3 clusters Score -4914960 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4915827.000000 Penalty: 5297.672852
	Iteration 3Q: 3 clusters Score -4915827 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4917088.500000 Penalty: 5297.672852
	Iteration 4F: 3 clusters Score -4917088 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4918952.000000 Penalty: 5297.672852
	Iteration 5F: 3 clusters Score -4918952 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4921376.500000 Penalty: 5297.672852
	Iteration 6F: 3 clusters Score -4921376 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4924173.000000 Penalty: 5297.672852
	Iteration 7F: 3 clusters Score -4924173 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4926567.000000 Penalty: 5297.672852
	Iteration 8F: 3 clusters Score -4926567 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4928235.000000 Penalty: 5297.672852
	Iteration 9Q: 3 clusters Score -4928235 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4929289.000000 Penalty: 5297.672852
	Iteration 10Q: 3 clusters Score -4929289 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4929866.000000 Penalty: 5297.672852
	Iteration 11Q: 3 clusters Score -4929866 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4930188.500000 Penalty: 5297.672852
	Iteration 12Q: 3 clusters Score -4930188 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4930347.500000 Penalty: 5297.672852
	Iteration 13Q: 3 clusters Score -4930348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4930419.500000 Penalty: 5297.672852
	Iteration 14Q: 3 clusters Score -4930420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4930471.000000 Penalty: 5297.672852
	Iteration 15Q: 3 clusters Score -4930471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4930530.000000 Penalty: 5297.672852
	Iteration 16Q: 3 clusters Score -4930530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4930583.500000 Penalty: 5297.672852
	Iteration 17Q: 3 clusters Score -4930584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4930621.000000 Penalty: 5297.672852
	Iteration 18Q: 3 clusters Score -4930621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4930649.500000 Penalty: 5297.672852
	Iteration 19Q: 3 clusters Score -4930650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4930672.000000 Penalty: 5297.672852
	Iteration 20F: 3 clusters Score -4930672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4930696.500000 Penalty: 5297.672852
	Iteration 21Q: 3 clusters Score -4930696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4930714.000000 Penalty: 5297.672852
	Iteration 22Q: 3 clusters Score -4930714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4930726.500000 Penalty: 5297.672852
	Iteration 23Q: 3 clusters Score -4930726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4930731.000000 Penalty: 5297.672852
	Iteration 24Q: 3 clusters Score -4930731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4930735.000000 Penalty: 5297.672852
	Iteration 25Q: 3 clusters Score -4930735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4930742.000000 Penalty: 5297.672852
	Iteration 26Q: 3 clusters Score -4930742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4930749.000000 Penalty: 5297.672852
	Iteration 27Q: 3 clusters Score -4930749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4930748.500000 Penalty: 5297.672852
	Iteration 28Q: 3 clusters Score -4930748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4930750.500000 Penalty: 5297.672852
	Iteration 29Q: 3 clusters Score -4930750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4930758.000000 Penalty: 5297.672852
	Iteration 30Q: 3 clusters Score -4930758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4930759.500000 Penalty: 5297.672852
	Iteration 31Q: 3 clusters Score -4930760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4930761.500000 Penalty: 5297.672852
	Iteration 32Q: 3 clusters Score -4930762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4930761.500000 Penalty: 5297.672852
	Iteration 33F: 3 clusters Score -4930762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Entering Unmasked Estep 
Score: -2689608.500000 Penalty: 2494.226807
	Iteration 0F: 2 clusters Score -2689608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2673427.750000 Penalty: 4988.453613
	Iteration 0F: 3 clusters Score -2673428 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2678912.250000 Penalty: 4988.453613
	Iteration 1F: 3 clusters Score -2678912 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2679372.250000 Penalty: 4988.453613
	Iteration 2F: 3 clusters Score -2679372 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2679813.250000 Penalty: 4988.453613
	Iteration 3Q: 3 clusters Score -2679813 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2680235.000000 Penalty: 4988.453613
	Iteration 4Q: 3 clusters Score -2680235 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2680754.750000 Penalty: 4988.453613
	Iteration 5Q: 3 clusters Score -2680755 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2681342.250000 Penalty: 4988.453613
	Iteration 6Q: 3 clusters Score -2681342 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2682066.000000 Penalty: 4988.453613
	Iteration 7F: 3 clusters Score -2682066 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2682977.000000 Penalty: 4988.453613
	Iteration 8F: 3 clusters Score -2682977 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2683995.750000 Penalty: 4988.453613
	Iteration 9F: 3 clusters Score -2683996 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2684964.000000 Penalty: 4988.453613
	Iteration 10F: 3 clusters Score -2684964 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2685802.750000 Penalty: 4988.453613
	Iteration 11Q: 3 clusters Score -2685803 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2686397.000000 Penalty: 4988.453613
	Iteration 12Q: 3 clusters Score -2686397 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2686779.500000 Penalty: 4988.453613
	Iteration 13Q: 3 clusters Score -2686780 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2687022.750000 Penalty: 4988.453613
	Iteration 14Q: 3 clusters Score -2687023 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2687173.750000 Penalty: 4988.453613
	Iteration 15Q: 3 clusters Score -2687174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2687238.250000 Penalty: 4988.453613
	Iteration 16Q: 3 clusters Score -2687238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2687292.000000 Penalty: 4988.453613
	Iteration 17Q: 3 clusters Score -2687292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2687323.750000 Penalty: 4988.453613
	Iteration 18Q: 3 clusters Score -2687324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2687341.750000 Penalty: 4988.453613
	Iteration 19Q: 3 clusters Score -2687342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2687369.250000 Penalty: 4988.453613
	Iteration 20F: 3 clusters Score -2687369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2687379.500000 Penalty: 4988.453613
	Iteration 21Q: 3 clusters Score -2687380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2687396.000000 Penalty: 4988.453613
	Iteration 22Q: 3 clusters Score -2687396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2687400.750000 Penalty: 4988.453613
	Iteration 23Q: 3 clusters Score -2687401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2687406.500000 Penalty: 4988.453613
	Iteration 24Q: 3 clusters Score -2687406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2687411.500000 Penalty: 4988.453613
	Iteration 25Q: 3 clusters Score -2687412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2687418.750000 Penalty: 4988.453613
	Iteration 26Q: 3 clusters Score -2687419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2687428.750000 Penalty: 4988.453613
	Iteration 27Q: 3 clusters Score -2687429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2687433.000000 Penalty: 4988.453613
	Iteration 28Q: 3 clusters Score -2687433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2687432.250000 Penalty: 4988.453613
	Iteration 29Q: 3 clusters Score -2687432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2687435.750000 Penalty: 4988.453613
	Iteration 30Q: 3 clusters Score -2687436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2687435.750000 Penalty: 4988.453613
	Iteration 31Q: 3 clusters Score -2687436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2687443.500000 Penalty: 4988.453613
	Iteration 32Q: 3 clusters Score -2687444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2687448.000000 Penalty: 4988.453613
	Iteration 33Q: 3 clusters Score -2687448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2687450.750000 Penalty: 4988.453613
	Iteration 34Q: 3 clusters Score -2687451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2687456.500000 Penalty: 4988.453613
	Iteration 35Q: 3 clusters Score -2687456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2687453.750000 Penalty: 4988.453613
	Iteration 36Q: 3 clusters Score -2687454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2687458.000000 Penalty: 4988.453613
	Iteration 37Q: 3 clusters Score -2687458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2687460.000000 Penalty: 4988.453613
	Iteration 38Q: 3 clusters Score -2687460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2687463.750000 Penalty: 4988.453613
	Iteration 39Q: 3 clusters Score -2687464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2687465.250000 Penalty: 4988.453613
	Iteration 40F: 3 clusters Score -2687465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68412.578125 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68412.58 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68614.156250 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68614.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68769.773438 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -68769.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68943.523438 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -68943.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69098.882812 Penalty: 3224.639648
	Iteration 4F: 3 clusters Score -69098.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69265.593750 Penalty: 3224.639648
	Iteration 5F: 3 clusters Score -69265.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69360.546875 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -69360.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69403.765625 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -69403.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69442.687500 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -69442.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69456.156250 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -69456.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69479.671875 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -69479.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69484.507812 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -69484.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69489.859375 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -69489.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -69494.445312 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -69494.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -69499.234375 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -69499.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -69505.687500 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -69505.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69511.507812 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -69511.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69514.226562 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -69514.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69514.226562 Penalty: 3224.639648
	Iteration 18F: 3 clusters Score -69514.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -760535.875000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -760535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -754824.437500 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -754824.4 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -756355.875000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -756355.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -756603.312500 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -756603.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -756755.312500 Penalty: 4379.876953
	Iteration 3Q: 3 clusters Score -756755.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -756856.875000 Penalty: 4379.876953
	Iteration 4Q: 3 clusters Score -756856.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -756945.562500 Penalty: 4379.876953
	Iteration 5Q: 3 clusters Score -756945.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -757023.187500 Penalty: 4379.876953
	Iteration 6Q: 3 clusters Score -757023.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -757111.187500 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -757111.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -757202.687500 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -757202.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -757303.312500 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -757303.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -757424.187500 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -757424.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -757565.750000 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -757565.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -757730.500000 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -757730.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -757900.437500 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -757900.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -758038.875000 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -758038.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -758157.562500 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -758157.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -758254.625000 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -758254.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -758327.187500 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -758327.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -758390.562500 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -758390.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -758433.875000 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -758433.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -758473.687500 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -758473.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -758505.250000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -758505.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -758531.250000 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -758531.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -758557.875000 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -758557.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -758580.812500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -758580.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -758593.375000 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -758593.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -758603.625000 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -758603.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -758611.937500 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -758611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -758623.312500 Penalty: 4379.876953
	Iteration 28Q: 3 clusters Score -758623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -758629.062500 Penalty: 4379.876953
	Iteration 29Q: 3 clusters Score -758629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -758634.062500 Penalty: 4379.876953
	Iteration 30Q: 3 clusters Score -758634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -758634.312500 Penalty: 4379.876953
	Iteration 31Q: 3 clusters Score -758634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -758635.937500 Penalty: 4379.876953
	Iteration 32Q: 3 clusters Score -758635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -758638.562500 Penalty: 4379.876953
	Iteration 33Q: 3 clusters Score -758638.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -758638.562500 Penalty: 4379.876953
	Iteration 34F: 3 clusters Score -758638.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -455384.437500 Penalty: 2069.672852
	Iteration 0F: 2 clusters Score -455384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -451349.218750 Penalty: 4139.345703
	Iteration 0F: 3 clusters Score -451349.2 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -452246.656250 Penalty: 4139.345703
	Iteration 1F: 3 clusters Score -452246.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -452486.250000 Penalty: 4139.345703
	Iteration 2F: 3 clusters Score -452486.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -452695.437500 Penalty: 4139.345703
	Iteration 3F: 3 clusters Score -452695.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -452835.625000 Penalty: 4139.345703
	Iteration 4Q: 3 clusters Score -452835.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -452960.968750 Penalty: 4139.345703
	Iteration 5Q: 3 clusters Score -452961 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453064.906250 Penalty: 4139.345703
	Iteration 6Q: 3 clusters Score -453064.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -453142.906250 Penalty: 4139.345703
	Iteration 7Q: 3 clusters Score -453142.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -453223.906250 Penalty: 4139.345703
	Iteration 8Q: 3 clusters Score -453223.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -453291.875000 Penalty: 4139.345703
	Iteration 9Q: 3 clusters Score -453291.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -453355.062500 Penalty: 4139.345703
	Iteration 10Q: 3 clusters Score -453355.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -453421.718750 Penalty: 4139.345703
	Iteration 11Q: 3 clusters Score -453421.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -453481.406250 Penalty: 4139.345703
	Iteration 12Q: 3 clusters Score -453481.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -453526.812500 Penalty: 4139.345703
	Iteration 13Q: 3 clusters Score -453526.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -453565.593750 Penalty: 4139.345703
	Iteration 14Q: 3 clusters Score -453565.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -453605.500000 Penalty: 4139.345703
	Iteration 15Q: 3 clusters Score -453605.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -453636.343750 Penalty: 4139.345703
	Iteration 16Q: 3 clusters Score -453636.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -453663.156250 Penalty: 4139.345703
	Iteration 17Q: 3 clusters Score -453663.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -453688.562500 Penalty: 4139.345703
	Iteration 18Q: 3 clusters Score -453688.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -453709.593750 Penalty: 4139.345703
	Iteration 19Q: 3 clusters Score -453709.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -453726.718750 Penalty: 4139.345703
	Iteration 20F: 3 clusters Score -453726.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -453745.343750 Penalty: 4139.345703
	Iteration 21Q: 3 clusters Score -453745.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -453762.187500 Penalty: 4139.345703
	Iteration 22Q: 3 clusters Score -453762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -453775.406250 Penalty: 4139.345703
	Iteration 23Q: 3 clusters Score -453775.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -453781.781250 Penalty: 4139.345703
	Iteration 24Q: 3 clusters Score -453781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -453785.875000 Penalty: 4139.345703
	Iteration 25Q: 3 clusters Score -453785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -453788.093750 Penalty: 4139.345703
	Iteration 26Q: 3 clusters Score -453788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -453788.500000 Penalty: 4139.345703
	Iteration 27Q: 3 clusters Score -453788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -453788.812500 Penalty: 4139.345703
	Iteration 28Q: 3 clusters Score -453788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -453789.562500 Penalty: 4139.345703
	Iteration 29Q: 3 clusters Score -453789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -453789.187500 Penalty: 4139.345703
	Iteration 30Q: 3 clusters Score -453789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -453791.500000 Penalty: 4139.345703
	Iteration 31Q: 3 clusters Score -453791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -453791.500000 Penalty: 4139.345703
	Iteration 32F: 3 clusters Score -453791.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -233603.656250 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -233603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -230741.218750 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -230741.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -231443.281250 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -231443.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -231820.421875 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -231820.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -232188.640625 Penalty: 3852.982666
	Iteration 3F: 3 clusters Score -232188.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -232511.640625 Penalty: 3852.982666
	Iteration 4F: 3 clusters Score -232511.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -232800.859375 Penalty: 3852.982666
	Iteration 5F: 3 clusters Score -232800.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -232973.390625 Penalty: 3852.982666
	Iteration 6Q: 3 clusters Score -232973.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -233043.312500 Penalty: 3852.982666
	Iteration 7Q: 3 clusters Score -233043.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -233072.937500 Penalty: 3852.982666
	Iteration 8Q: 3 clusters Score -233072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233082.734375 Penalty: 3852.982666
	Iteration 9Q: 3 clusters Score -233082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233087.843750 Penalty: 3852.982666
	Iteration 10Q: 3 clusters Score -233087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233093.656250 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -233093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -233097.953125 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -233098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233100.187500 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -233100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -233102.437500 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -233102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -233103.109375 Penalty: 3852.982666
	Iteration 15Q: 3 clusters Score -233103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -233103.531250 Penalty: 3852.982666
	Iteration 16Q: 3 clusters Score -233103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -233103.531250 Penalty: 3852.982666
	Iteration 17F: 3 clusters Score -233103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Entering Unmasked Estep 
Score: -1077349.625000 Penalty: 2277.376221
	Iteration 0F: 2 clusters Score -1077350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1069897.750000 Penalty: 4554.752441
	Iteration 0F: 3 clusters Score -1069898 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1072090.250000 Penalty: 4554.752441
	Iteration 1F: 3 clusters Score -1072090 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1072392.500000 Penalty: 4554.752441
	Iteration 2F: 3 clusters Score -1072392 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1072631.375000 Penalty: 4554.752441
	Iteration 3F: 3 clusters Score -1072631 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1072812.000000 Penalty: 4554.752441
	Iteration 4Q: 3 clusters Score -1072812 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1072978.375000 Penalty: 4554.752441
	Iteration 5Q: 3 clusters Score -1072978 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1073138.000000 Penalty: 4554.752441
	Iteration 6Q: 3 clusters Score -1073138 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1073294.500000 Penalty: 4554.752441
	Iteration 7Q: 3 clusters Score -1073294 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1073439.750000 Penalty: 4554.752441
	Iteration 8Q: 3 clusters Score -1073440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1073584.875000 Penalty: 4554.752441
	Iteration 9Q: 3 clusters Score -1073585 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1073733.500000 Penalty: 4554.752441
	Iteration 10Q: 3 clusters Score -1073734 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1073882.875000 Penalty: 4554.752441
	Iteration 11Q: 3 clusters Score -1073883 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1074037.250000 Penalty: 4554.752441
	Iteration 12Q: 3 clusters Score -1074037 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1074189.625000 Penalty: 4554.752441
	Iteration 13Q: 3 clusters Score -1074190 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1074334.875000 Penalty: 4554.752441
	Iteration 14Q: 3 clusters Score -1074335 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1074472.875000 Penalty: 4554.752441
	Iteration 15Q: 3 clusters Score -1074473 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1074601.375000 Penalty: 4554.752441
	Iteration 16Q: 3 clusters Score -1074601 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1074720.000000 Penalty: 4554.752441
	Iteration 17Q: 3 clusters Score -1074720 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1074842.125000 Penalty: 4554.752441
	Iteration 18Q: 3 clusters Score -1074842 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1074944.250000 Penalty: 4554.752441
	Iteration 19Q: 3 clusters Score -1074944 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1075026.000000 Penalty: 4554.752441
	Iteration 20F: 3 clusters Score -1075026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1075105.250000 Penalty: 4554.752441
	Iteration 21Q: 3 clusters Score -1075105 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1075193.500000 Penalty: 4554.752441
	Iteration 22Q: 3 clusters Score -1075194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1075271.000000 Penalty: 4554.752441
	Iteration 23Q: 3 clusters Score -1075271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1075323.750000 Penalty: 4554.752441
	Iteration 24Q: 3 clusters Score -1075324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1075380.000000 Penalty: 4554.752441
	Iteration 25Q: 3 clusters Score -1075380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1075445.625000 Penalty: 4554.752441
	Iteration 26Q: 3 clusters Score -1075446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1075501.500000 Penalty: 4554.752441
	Iteration 27Q: 3 clusters Score -1075502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1075540.125000 Penalty: 4554.752441
	Iteration 28Q: 3 clusters Score -1075540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1075585.125000 Penalty: 4554.752441
	Iteration 29Q: 3 clusters Score -1075585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1075625.875000 Penalty: 4554.752441
	Iteration 30Q: 3 clusters Score -1075626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1075658.375000 Penalty: 4554.752441
	Iteration 31Q: 3 clusters Score -1075658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1075671.500000 Penalty: 4554.752441
	Iteration 32Q: 3 clusters Score -1075672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1075689.875000 Penalty: 4554.752441
	Iteration 33Q: 3 clusters Score -1075690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1075699.750000 Penalty: 4554.752441
	Iteration 34Q: 3 clusters Score -1075700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1075707.500000 Penalty: 4554.752441
	Iteration 35Q: 3 clusters Score -1075708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1075708.750000 Penalty: 4554.752441
	Iteration 36Q: 3 clusters Score -1075709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1075711.250000 Penalty: 4554.752441
	Iteration 37Q: 3 clusters Score -1075711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1075712.000000 Penalty: 4554.752441
	Iteration 38Q: 3 clusters Score -1075712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1075713.000000 Penalty: 4554.752441
	Iteration 39Q: 3 clusters Score -1075713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1075714.250000 Penalty: 4554.752441
	Iteration 40F: 3 clusters Score -1075714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1075713.625000 Penalty: 4554.752441
	Iteration 41Q: 3 clusters Score -1075714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1075714.125000 Penalty: 4554.752441
	Iteration 42Q: 3 clusters Score -1075714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1075712.750000 Penalty: 4554.752441
	Iteration 43Q: 3 clusters Score -1075713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1075714.625000 Penalty: 4554.752441
	Iteration 44Q: 3 clusters Score -1075715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1075715.500000 Penalty: 4554.752441
	Iteration 45Q: 3 clusters Score -1075716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1075715.500000 Penalty: 4554.752441
	Iteration 46F: 3 clusters Score -1075716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Entering Unmasked Estep 
Score: -3552956.500000 Penalty: 2565.590820
	Iteration 0F: 2 clusters Score -3552956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3531664.000000 Penalty: 5131.181641
	Iteration 0F: 3 clusters Score -3531664 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3539187.750000 Penalty: 5131.181641
	Iteration 1F: 3 clusters Score -3539188 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3539644.000000 Penalty: 5131.181641
	Iteration 2Q: 3 clusters Score -3539644 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3540081.250000 Penalty: 5131.181641
	Iteration 3Q: 3 clusters Score -3540081 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3540566.000000 Penalty: 5131.181641
	Iteration 4Q: 3 clusters Score -3540566 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3541122.000000 Penalty: 5131.181641
	Iteration 5Q: 3 clusters Score -3541122 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3541756.250000 Penalty: 5131.181641
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3544396 nChanged 1535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3545264 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3546004 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3546490 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3546744 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3546895 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3546980 nChanged 367
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3547045 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3547092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3547148 nChanged 173
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Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3547160 nChanged 166
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Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3547172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3547200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3547221 nChanged 140
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Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3547232 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3547239.500000 Penalty: 5131.181641
	Iteration 24Q: 3 clusters Score -3547240 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3547257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3547256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3547266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3547279 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3547285.000000 Penalty: 5131.181641
	Iteration 29Q: 3 clusters Score -3547285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3547281.500000 Penalty: 5131.181641
	Iteration 30Q: 3 clusters Score -3547282 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3547293.000000 Penalty: 5131.181641
	Iteration 31Q: 3 clusters Score -3547293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3547303 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3547308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3547315.250000 Penalty: 5131.181641
	Iteration 34Q: 3 clusters Score -3547315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3547319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3547314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3547320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3547331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3547338 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3547344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3547355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3547358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3547364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3547368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3547375.750000 Penalty: 5131.181641
	Iteration 45Q: 3 clusters Score -3547376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3547385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3547393.500000 Penalty: 5131.181641
	Iteration 47Q: 3 clusters Score -3547394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3547395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3547386 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3547416.000000 Penalty: 5131.181641
	Iteration 50Q: 3 clusters Score -3547416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3547419 nChanged 105
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Mstep: Class 1 contains 15595 members 
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Entering Unmasked Estep 
Score: -3547433.750000 Penalty: 5131.181641
	Iteration 52Q: 3 clusters Score -3547434 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3547462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3547483.250000 Penalty: 5131.181641
	Iteration 54Q: 3 clusters Score -3547483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3547490 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3547492 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3547507 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3547526 nChanged 144
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Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3547549 nChanged 152
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Mstep: Class 1 contains 14720 members 
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Entering Unmasked Estep 
Score: -3547568.500000 Penalty: 5131.181641
	Iteration 60F: 3 clusters Score -3547568 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14566 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3547593 nChanged 174
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Mstep: Class 1 contains 14394 members 
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Entering Unmasked Estep 
Score: -3547631.750000 Penalty: 5131.181641
	Iteration 62Q: 3 clusters Score -3547632 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14219 members 
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Entering Unmasked Estep 
Score: -3547648.750000 Penalty: 5131.181641
	Iteration 63Q: 3 clusters Score -3547649 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
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Entering Unmasked Estep 
Score: -3547673.250000 Penalty: 5131.181641
	Iteration 64Q: 3 clusters Score -3547673 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3547697 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3547707 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3547724.500000 Penalty: 5131.181641
	Iteration 67Q: 3 clusters Score -3547724 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13364 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3547759 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3547789.750000 Penalty: 5131.181641
	Iteration 69Q: 3 clusters Score -3547790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3547818.750000 Penalty: 5131.181641
	Iteration 70Q: 3 clusters Score -3547819 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3547846.000000 Penalty: 5131.181641
	Iteration 71Q: 3 clusters Score -3547846 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3547885.750000 Penalty: 5131.181641
	Iteration 72Q: 3 clusters Score -3547886 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3547922.500000 Penalty: 5131.181641
	Iteration 73Q: 3 clusters Score -3547922 nChanged 216
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Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3547958.500000 Penalty: 5131.181641
	Iteration 74Q: 3 clusters Score -3547958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3547985.000000 Penalty: 5131.181641
	Iteration 75Q: 3 clusters Score -3547985 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3548025 nChanged 233
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Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3548070 nChanged 252
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Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3548135.750000 Penalty: 5131.181641
	Iteration 78Q: 3 clusters Score -3548136 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3548193.750000 Penalty: 5131.181641
	Iteration 79Q: 3 clusters Score -3548194 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3548240.500000 Penalty: 5131.181641
	Iteration 80F: 3 clusters Score -3548240 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3548334.250000 Penalty: 5131.181641
	Iteration 81Q: 3 clusters Score -3548334 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3548421.500000 Penalty: 5131.181641
	Iteration 82Q: 3 clusters Score -3548422 nChanged 328
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3548520 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3548621 nChanged 348
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Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3548766 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 22293 members 
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	Iteration 86Q: 3 clusters Score -3548901 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3549077.250000 Penalty: 5131.181641
	Iteration 87Q: 3 clusters Score -3549077 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3549278 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3549511.750000 Penalty: 5131.181641
	Iteration 89Q: 3 clusters Score -3549512 nChanged 411
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Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3549770 nChanged 410
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Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3550044.500000 Penalty: 5131.181641
	Iteration 91Q: 3 clusters Score -3550044 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3550295.750000 Penalty: 5131.181641
	Iteration 92Q: 3 clusters Score -3550296 nChanged 364
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Mstep: Class 1 contains 6542 members 
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Entering Unmasked Estep 
Score: -3550532.250000 Penalty: 5131.181641
	Iteration 93Q: 3 clusters Score -3550532 nChanged 293
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Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3550682 nChanged 270
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Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3550786.500000 Penalty: 5131.181641
	Iteration 95Q: 3 clusters Score -3550786 nChanged 232
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Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3550871.250000 Penalty: 5131.181641
	Iteration 96Q: 3 clusters Score -3550871 nChanged 228
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Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3550930 nChanged 199
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Entering Unmasked Estep 
Score: -3550975.250000 Penalty: 5131.181641
	Iteration 98Q: 3 clusters Score -3550975 nChanged 145
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3551024.000000 Penalty: 5131.181641
	Iteration 99Q: 3 clusters Score -3551024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3551049.250000 Penalty: 5131.181641
	Iteration 100F: 3 clusters Score -3551049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3551074.250000 Penalty: 5131.181641
	Iteration 101Q: 3 clusters Score -3551074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3551092.500000 Penalty: 5131.181641
	Iteration 102Q: 3 clusters Score -3551092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3551123.500000 Penalty: 5131.181641
	Iteration 103Q: 3 clusters Score -3551124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3551130.000000 Penalty: 5131.181641
	Iteration 104Q: 3 clusters Score -3551130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3551146.000000 Penalty: 5131.181641
	Iteration 105Q: 3 clusters Score -3551146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3551167.500000 Penalty: 5131.181641
	Iteration 106Q: 3 clusters Score -3551168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3551203.250000 Penalty: 5131.181641
	Iteration 107Q: 3 clusters Score -3551203 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3551231.500000 Penalty: 5131.181641
	Iteration 108Q: 3 clusters Score -3551232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3551248.750000 Penalty: 5131.181641
	Iteration 109Q: 3 clusters Score -3551249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3551248.250000 Penalty: 5131.181641
	Iteration 110Q: 3 clusters Score -3551248 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3551265.500000 Penalty: 5131.181641
	Iteration 111Q: 3 clusters Score -3551266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3551297.250000 Penalty: 5131.181641
	Iteration 112Q: 3 clusters Score -3551297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3551341.750000 Penalty: 5131.181641
	Iteration 113Q: 3 clusters Score -3551342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3551389.250000 Penalty: 5131.181641
	Iteration 114Q: 3 clusters Score -3551389 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3551429.750000 Penalty: 5131.181641
	Iteration 115Q: 3 clusters Score -3551430 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3551520.250000 Penalty: 5131.181641
	Iteration 116Q: 3 clusters Score -3551520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3551639.500000 Penalty: 5131.181641
	Iteration 117Q: 3 clusters Score -3551640 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3551737.250000 Penalty: 5131.181641
	Iteration 118Q: 3 clusters Score -3551737 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3551851.500000 Penalty: 5131.181641
	Iteration 119Q: 3 clusters Score -3551852 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3551993.750000 Penalty: 5131.181641
	Iteration 120F: 3 clusters Score -3551994 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3552172.250000 Penalty: 5131.181641
	Iteration 121Q: 3 clusters Score -3552172 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3552385.000000 Penalty: 5131.181641
	Iteration 122Q: 3 clusters Score -3552385 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3552536.750000 Penalty: 5131.181641
	Iteration 123Q: 3 clusters Score -3552537 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3552741.250000 Penalty: 5131.181641
	Iteration 124Q: 3 clusters Score -3552741 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3552915.250000 Penalty: 5131.181641
	Iteration 125Q: 3 clusters Score -3552915 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3553059.750000 Penalty: 5131.181641
	Iteration 126Q: 3 clusters Score -3553060 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3553162.500000 Penalty: 5131.181641
	Iteration 127Q: 3 clusters Score -3553162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3553259.000000 Penalty: 5131.181641
	Iteration 128Q: 3 clusters Score -3553259 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3553349.500000 Penalty: 5131.181641
	Iteration 129Q: 3 clusters Score -3553350 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3553411.250000 Penalty: 5131.181641
	Iteration 130Q: 3 clusters Score -3553411 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3553462.500000 Penalty: 5131.181641
	Iteration 131Q: 3 clusters Score -3553462 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3553495.250000 Penalty: 5131.181641
	Iteration 132Q: 3 clusters Score -3553495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3553517.500000 Penalty: 5131.181641
	Iteration 133Q: 3 clusters Score -3553518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3553542.750000 Penalty: 5131.181641
	Iteration 134Q: 3 clusters Score -3553543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3553552.250000 Penalty: 5131.181641
	Iteration 135Q: 3 clusters Score -3553552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3553559.500000 Penalty: 5131.181641
	Iteration 136Q: 3 clusters Score -3553560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3553582.750000 Penalty: 5131.181641
	Iteration 137Q: 3 clusters Score -3553583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3553590.000000 Penalty: 5131.181641
	Iteration 138Q: 3 clusters Score -3553590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3553610.250000 Penalty: 5131.181641
	Iteration 139Q: 3 clusters Score -3553610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3553618.250000 Penalty: 5131.181641
	Iteration 140F: 3 clusters Score -3553618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3553632.250000 Penalty: 5131.181641
	Iteration 141Q: 3 clusters Score -3553632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3553642.000000 Penalty: 5131.181641
	Iteration 142Q: 3 clusters Score -3553642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3553632.250000 Penalty: 5131.181641
	Iteration 143Q: 3 clusters Score -3553632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3553635.750000 Penalty: 5131.181641
	Iteration 144Q: 3 clusters Score -3553636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3553642.500000 Penalty: 5131.181641
	Iteration 145Q: 3 clusters Score -3553642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3553639.250000 Penalty: 5131.181641
	Iteration 146Q: 3 clusters Score -3553639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3553639.250000 Penalty: 5131.181641
	Iteration 147Q: 3 clusters Score -3553639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3553644.250000 Penalty: 5131.181641
	Iteration 148Q: 3 clusters Score -3553644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3553641.250000 Penalty: 5131.181641
	Iteration 149Q: 3 clusters Score -3553641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3553637.000000 Penalty: 5131.181641
	Iteration 150Q: 3 clusters Score -3553637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3553639.000000 Penalty: 5131.181641
	Iteration 151Q: 3 clusters Score -3553639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3553638.000000 Penalty: 5131.181641
	Iteration 152Q: 3 clusters Score -3553638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3553638.250000 Penalty: 5131.181641
	Iteration 153Q: 3 clusters Score -3553638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3553651.000000 Penalty: 5131.181641
	Iteration 154Q: 3 clusters Score -3553651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3553646.500000 Penalty: 5131.181641
	Iteration 155Q: 3 clusters Score -3553646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3553657.750000 Penalty: 5131.181641
	Iteration 156Q: 3 clusters Score -3553658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3553649.500000 Penalty: 5131.181641
	Iteration 157Q: 3 clusters Score -3553650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3553653.750000 Penalty: 5131.181641
	Iteration 158Q: 3 clusters Score -3553654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3553649.250000 Penalty: 5131.181641
	Iteration 159Q: 3 clusters Score -3553649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3553652.500000 Penalty: 5131.181641
	Iteration 160F: 3 clusters Score -3553652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3553648.250000 Penalty: 5131.181641
	Iteration 161Q: 3 clusters Score -3553648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3553650.250000 Penalty: 5131.181641
	Iteration 162Q: 3 clusters Score -3553650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3553650.250000 Penalty: 5131.181641
	Iteration 163F: 3 clusters Score -3553650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 13294 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 17811 members 
Entering Unmasked Estep 
Score: -110915544.000000 Penalty: 150896.156250
Splitting cluster 9 changes total score from -110915960.000000 to -110915544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (40376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Entering Unmasked Estep 
Score: -4183691.750000 Penalty: 2630.285645
	Iteration 0F: 2 clusters Score -4183692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4156354.750000 Penalty: 5260.571289
	Iteration 0F: 3 clusters Score -4156355 nChanged 18408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4166786.750000 Penalty: 5260.571289
	Iteration 1F: 3 clusters Score -4166787 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4167682.000000 Penalty: 5260.571289
	Iteration 2F: 3 clusters Score -4167682 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4168672.250000 Penalty: 5260.571289
	Iteration 3F: 3 clusters Score -4168672 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4169847.000000 Penalty: 5260.571289
	Iteration 4F: 3 clusters Score -4169847 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4171087.000000 Penalty: 5260.571289
	Iteration 5F: 3 clusters Score -4171087 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4172337.500000 Penalty: 5260.571289
	Iteration 6F: 3 clusters Score -4172338 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4173595.750000 Penalty: 5260.571289
	Iteration 7F: 3 clusters Score -4173596 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4174831.250000 Penalty: 5260.571289
	Iteration 8Q: 3 clusters Score -4174831 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4175915.000000 Penalty: 5260.571289
	Iteration 9Q: 3 clusters Score -4175915 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4176788.250000 Penalty: 5260.571289
	Iteration 10Q: 3 clusters Score -4176788 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4177464.000000 Penalty: 5260.571289
	Iteration 11Q: 3 clusters Score -4177464 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4177980.000000 Penalty: 5260.571289
	Iteration 12Q: 3 clusters Score -4177980 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4178410.000000 Penalty: 5260.571289
	Iteration 13Q: 3 clusters Score -4178410 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4178710.500000 Penalty: 5260.571289
	Iteration 14Q: 3 clusters Score -4178710 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -4179002.000000 Penalty: 5260.571289
	Iteration 15Q: 3 clusters Score -4179002 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4179291.750000 Penalty: 5260.571289
	Iteration 16Q: 3 clusters Score -4179292 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4179582.250000 Penalty: 5260.571289
	Iteration 17Q: 3 clusters Score -4179582 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4179922.500000 Penalty: 5260.571289
	Iteration 18Q: 3 clusters Score -4179922 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4180260.250000 Penalty: 5260.571289
	Iteration 19Q: 3 clusters Score -4180260 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4180546.000000 Penalty: 5260.571289
	Iteration 20F: 3 clusters Score -4180546 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4180815.000000 Penalty: 5260.571289
	Iteration 21Q: 3 clusters Score -4180815 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4181044.250000 Penalty: 5260.571289
	Iteration 22Q: 3 clusters Score -4181044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4181299.750000 Penalty: 5260.571289
	Iteration 23Q: 3 clusters Score -4181300 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4181494.000000 Penalty: 5260.571289
	Iteration 24Q: 3 clusters Score -4181494 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4181663.500000 Penalty: 5260.571289
	Iteration 25Q: 3 clusters Score -4181664 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4181816.000000 Penalty: 5260.571289
	Iteration 26Q: 3 clusters Score -4181816 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4181931.250000 Penalty: 5260.571289
	Iteration 27Q: 3 clusters Score -4181931 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4182033.250000 Penalty: 5260.571289
	Iteration 28Q: 3 clusters Score -4182033 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4182156.500000 Penalty: 5260.571289
	Iteration 29Q: 3 clusters Score -4182156 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4182280.750000 Penalty: 5260.571289
	Iteration 30Q: 3 clusters Score -4182281 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4182451.750000 Penalty: 5260.571289
	Iteration 31Q: 3 clusters Score -4182452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4182645.000000 Penalty: 5260.571289
	Iteration 32Q: 3 clusters Score -4182645 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4182757.000000 Penalty: 5260.571289
	Iteration 33Q: 3 clusters Score -4182757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4182811.750000 Penalty: 5260.571289
	Iteration 34Q: 3 clusters Score -4182812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4182855.750000 Penalty: 5260.571289
	Iteration 35Q: 3 clusters Score -4182856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4182882.750000 Penalty: 5260.571289
	Iteration 36Q: 3 clusters Score -4182883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4182890.250000 Penalty: 5260.571289
	Iteration 37Q: 3 clusters Score -4182890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4182899.500000 Penalty: 5260.571289
	Iteration 38Q: 3 clusters Score -4182900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4182900.250000 Penalty: 5260.571289
	Iteration 39Q: 3 clusters Score -4182900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4182912.750000 Penalty: 5260.571289
	Iteration 40F: 3 clusters Score -4182913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4182917.500000 Penalty: 5260.571289
	Iteration 41Q: 3 clusters Score -4182918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4182927.000000 Penalty: 5260.571289
	Iteration 42Q: 3 clusters Score -4182927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4182926.250000 Penalty: 5260.571289
	Iteration 43Q: 3 clusters Score -4182926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4182928.500000 Penalty: 5260.571289
	Iteration 44Q: 3 clusters Score -4182928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4182932.250000 Penalty: 5260.571289
	Iteration 45Q: 3 clusters Score -4182932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4182939.750000 Penalty: 5260.571289
	Iteration 46Q: 3 clusters Score -4182940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4182943.500000 Penalty: 5260.571289
	Iteration 47Q: 3 clusters Score -4182944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4182950.250000 Penalty: 5260.571289
	Iteration 48Q: 3 clusters Score -4182950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4182950.250000 Penalty: 5260.571289
	Iteration 49Q: 3 clusters Score -4182950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4182952.250000 Penalty: 5260.571289
	Iteration 50Q: 3 clusters Score -4182952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4182952.750000 Penalty: 5260.571289
	Iteration 51Q: 3 clusters Score -4182953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4182951.000000 Penalty: 5260.571289
	Iteration 52Q: 3 clusters Score -4182951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4182951.000000 Penalty: 5260.571289
	Iteration 53F: 3 clusters Score -4182951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Entering Unmasked Estep 
Score: -3972939.000000 Penalty: 2601.815430
	Iteration 0F: 2 clusters Score -3972939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3948654.250000 Penalty: 5203.630859
	Iteration 0F: 3 clusters Score -3948654 nChanged 16395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3958955.000000 Penalty: 5203.630859
	Iteration 1F: 3 clusters Score -3958955 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3960685.250000 Penalty: 5203.630859
	Iteration 2F: 3 clusters Score -3960685 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3962680.000000 Penalty: 5203.630859
	Iteration 3F: 3 clusters Score -3962680 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3964770.500000 Penalty: 5203.630859
	Iteration 4F: 3 clusters Score -3964770 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3966619.500000 Penalty: 5203.630859
	Iteration 5F: 3 clusters Score -3966620 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3967995.000000 Penalty: 5203.630859
	Iteration 6F: 3 clusters Score -3967995 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3968896.250000 Penalty: 5203.630859
	Iteration 7Q: 3 clusters Score -3968896 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3969586.750000 Penalty: 5203.630859
	Iteration 8Q: 3 clusters Score -3969587 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3970111.000000 Penalty: 5203.630859
	Iteration 9Q: 3 clusters Score -3970111 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3970518.000000 Penalty: 5203.630859
	Iteration 10Q: 3 clusters Score -3970518 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3970912.000000 Penalty: 5203.630859
	Iteration 11Q: 3 clusters Score -3970912 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3971178.750000 Penalty: 5203.630859
	Iteration 12Q: 3 clusters Score -3971179 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3971364.500000 Penalty: 5203.630859
	Iteration 13Q: 3 clusters Score -3971364 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3971527.500000 Penalty: 5203.630859
	Iteration 14Q: 3 clusters Score -3971528 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3971646.250000 Penalty: 5203.630859
	Iteration 15Q: 3 clusters Score -3971646 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3971757.750000 Penalty: 5203.630859
	Iteration 16Q: 3 clusters Score -3971758 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3971834.500000 Penalty: 5203.630859
	Iteration 17Q: 3 clusters Score -3971834 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3971927.250000 Penalty: 5203.630859
	Iteration 18Q: 3 clusters Score -3971927 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3972000.250000 Penalty: 5203.630859
	Iteration 19Q: 3 clusters Score -3972000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3972060.250000 Penalty: 5203.630859
	Iteration 20F: 3 clusters Score -3972060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3972126.750000 Penalty: 5203.630859
	Iteration 21Q: 3 clusters Score -3972127 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3972185.500000 Penalty: 5203.630859
	Iteration 22Q: 3 clusters Score -3972186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3972224.500000 Penalty: 5203.630859
	Iteration 23Q: 3 clusters Score -3972224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3972293.500000 Penalty: 5203.630859
	Iteration 24Q: 3 clusters Score -3972294 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -3972398.750000 Penalty: 5203.630859
	Iteration 25Q: 3 clusters Score -3972399 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3972538.500000 Penalty: 5203.630859
	Iteration 26Q: 3 clusters Score -3972538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -3972653.500000 Penalty: 5203.630859
	Iteration 27Q: 3 clusters Score -3972654 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3972735.250000 Penalty: 5203.630859
	Iteration 28Q: 3 clusters Score -3972735 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -3972800.250000 Penalty: 5203.630859
	Iteration 29Q: 3 clusters Score -3972800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3972845.500000 Penalty: 5203.630859
	Iteration 30Q: 3 clusters Score -3972846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3972870.250000 Penalty: 5203.630859
	Iteration 31Q: 3 clusters Score -3972870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -3972896.000000 Penalty: 5203.630859
	Iteration 32Q: 3 clusters Score -3972896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3972924.750000 Penalty: 5203.630859
	Iteration 33Q: 3 clusters Score -3972925 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -3972937.750000 Penalty: 5203.630859
	Iteration 34Q: 3 clusters Score -3972938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3972945.500000 Penalty: 5203.630859
	Iteration 35Q: 3 clusters Score -3972946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3972955.250000 Penalty: 5203.630859
	Iteration 36Q: 3 clusters Score -3972955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3972956.750000 Penalty: 5203.630859
	Iteration 37Q: 3 clusters Score -3972957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3972965.000000 Penalty: 5203.630859
	Iteration 38Q: 3 clusters Score -3972965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3972965.750000 Penalty: 5203.630859
	Iteration 39Q: 3 clusters Score -3972966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -3972967.000000 Penalty: 5203.630859
	Iteration 40F: 3 clusters Score -3972967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -3972976.250000 Penalty: 5203.630859
	Iteration 41Q: 3 clusters Score -3972976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3972978.500000 Penalty: 5203.630859
	Iteration 42Q: 3 clusters Score -3972978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3972979.250000 Penalty: 5203.630859
	Iteration 43Q: 3 clusters Score -3972979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -3972983.750000 Penalty: 5203.630859
	Iteration 44Q: 3 clusters Score -3972984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3972981.250000 Penalty: 5203.630859
	Iteration 45Q: 3 clusters Score -3972981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3972983.750000 Penalty: 5203.630859
	Iteration 46Q: 3 clusters Score -3972984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3972989.000000 Penalty: 5203.630859
	Iteration 47Q: 3 clusters Score -3972989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3972991.000000 Penalty: 5203.630859
	Iteration 48Q: 3 clusters Score -3972991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3972987.750000 Penalty: 5203.630859
	Iteration 49Q: 3 clusters Score -3972988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3972990.500000 Penalty: 5203.630859
	Iteration 50Q: 3 clusters Score -3972990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3972991.000000 Penalty: 5203.630859
	Iteration 51Q: 3 clusters Score -3972991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3972992.250000 Penalty: 5203.630859
	Iteration 52Q: 3 clusters Score -3972992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3972991.750000 Penalty: 5203.630859
	Iteration 53Q: 3 clusters Score -3972992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3972991.750000 Penalty: 5203.630859
	Iteration 54F: 3 clusters Score -3972992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 32406 members 
Entering Unmasked Estep 
Score: -110914968.000000 Penalty: 150896.156250
Splitting cluster 11 changes total score from -110915960.000000 to -110914968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Entering Unmasked Estep 
Score: -1379142.750000 Penalty: 2338.569824
	Iteration 0F: 2 clusters Score -1379143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1369940.375000 Penalty: 4677.139648
	Iteration 0F: 3 clusters Score -1369940 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1372783.875000 Penalty: 4677.139648
	Iteration 1F: 3 clusters Score -1372784 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1373210.625000 Penalty: 4677.139648
	Iteration 2F: 3 clusters Score -1373211 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1373534.125000 Penalty: 4677.139648
	Iteration 3F: 3 clusters Score -1373534 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1373817.375000 Penalty: 4677.139648
	Iteration 4Q: 3 clusters Score -1373817 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1374078.625000 Penalty: 4677.139648
	Iteration 5Q: 3 clusters Score -1374079 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1374356.500000 Penalty: 4677.139648
	Iteration 6Q: 3 clusters Score -1374356 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1374668.375000 Penalty: 4677.139648
	Iteration 7Q: 3 clusters Score -1374668 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1375041.375000 Penalty: 4677.139648
	Iteration 8Q: 3 clusters Score -1375041 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1375428.875000 Penalty: 4677.139648
	Iteration 9F: 3 clusters Score -1375429 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1375817.125000 Penalty: 4677.139648
	Iteration 10Q: 3 clusters Score -1375817 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1376234.875000 Penalty: 4677.139648
	Iteration 11Q: 3 clusters Score -1376235 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1376588.000000 Penalty: 4677.139648
	Iteration 12Q: 3 clusters Score -1376588 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1376884.250000 Penalty: 4677.139648
	Iteration 13Q: 3 clusters Score -1376884 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1377119.125000 Penalty: 4677.139648
	Iteration 14Q: 3 clusters Score -1377119 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1377315.000000 Penalty: 4677.139648
	Iteration 15Q: 3 clusters Score -1377315 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1377441.000000 Penalty: 4677.139648
	Iteration 16Q: 3 clusters Score -1377441 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1377528.500000 Penalty: 4677.139648
	Iteration 17Q: 3 clusters Score -1377528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1377580.750000 Penalty: 4677.139648
	Iteration 18Q: 3 clusters Score -1377581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1377630.125000 Penalty: 4677.139648
	Iteration 19Q: 3 clusters Score -1377630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1377671.625000 Penalty: 4677.139648
	Iteration 20F: 3 clusters Score -1377672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1377705.375000 Penalty: 4677.139648
	Iteration 21Q: 3 clusters Score -1377705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1377737.750000 Penalty: 4677.139648
	Iteration 22Q: 3 clusters Score -1377738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1377763.500000 Penalty: 4677.139648
	Iteration 23Q: 3 clusters Score -1377764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1377795.250000 Penalty: 4677.139648
	Iteration 24Q: 3 clusters Score -1377795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1377833.625000 Penalty: 4677.139648
	Iteration 25Q: 3 clusters Score -1377834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1377863.750000 Penalty: 4677.139648
	Iteration 26Q: 3 clusters Score -1377864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1377910.875000 Penalty: 4677.139648
	Iteration 27Q: 3 clusters Score -1377911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1377960.875000 Penalty: 4677.139648
	Iteration 28Q: 3 clusters Score -1377961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1377981.000000 Penalty: 4677.139648
	Iteration 29Q: 3 clusters Score -1377981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1377991.875000 Penalty: 4677.139648
	Iteration 30Q: 3 clusters Score -1377992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1378005.125000 Penalty: 4677.139648
	Iteration 31Q: 3 clusters Score -1378005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1378023.125000 Penalty: 4677.139648
	Iteration 32Q: 3 clusters Score -1378023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1378041.125000 Penalty: 4677.139648
	Iteration 33Q: 3 clusters Score -1378041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1378073.750000 Penalty: 4677.139648
	Iteration 34Q: 3 clusters Score -1378074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1378095.000000 Penalty: 4677.139648
	Iteration 35Q: 3 clusters Score -1378095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1378115.375000 Penalty: 4677.139648
	Iteration 36Q: 3 clusters Score -1378115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1378132.125000 Penalty: 4677.139648
	Iteration 37Q: 3 clusters Score -1378132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1378141.875000 Penalty: 4677.139648
	Iteration 38Q: 3 clusters Score -1378142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1378146.750000 Penalty: 4677.139648
	Iteration 39Q: 3 clusters Score -1378147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1378152.750000 Penalty: 4677.139648
	Iteration 40F: 3 clusters Score -1378153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1378159.500000 Penalty: 4677.139648
	Iteration 41Q: 3 clusters Score -1378160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1378169.500000 Penalty: 4677.139648
	Iteration 42Q: 3 clusters Score -1378170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1378177.000000 Penalty: 4677.139648
	Iteration 43Q: 3 clusters Score -1378177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1378187.500000 Penalty: 4677.139648
	Iteration 44Q: 3 clusters Score -1378188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1378202.250000 Penalty: 4677.139648
	Iteration 45Q: 3 clusters Score -1378202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1378205.125000 Penalty: 4677.139648
	Iteration 46Q: 3 clusters Score -1378205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1378204.875000 Penalty: 4677.139648
	Iteration 47Q: 3 clusters Score -1378205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1378204.875000 Penalty: 4677.139648
	Iteration 48F: 3 clusters Score -1378205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -436114.343750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -436114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -432263.531250 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -432263.5 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -433033.375000 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -433033.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -433197.906250 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -433197.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -433317.000000 Penalty: 4100.399902
	Iteration 3Q: 3 clusters Score -433317 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -433398.312500 Penalty: 4100.399902
	Iteration 4Q: 3 clusters Score -433398.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -433475.093750 Penalty: 4100.399902
	Iteration 5Q: 3 clusters Score -433475.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -433535.250000 Penalty: 4100.399902
	Iteration 6Q: 3 clusters Score -433535.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -433588.343750 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -433588.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -433634.031250 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -433634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -433671.437500 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -433671.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -433705.062500 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -433705.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -433742.062500 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -433742.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -433782.375000 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -433782.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -433819.156250 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -433819.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -433848.718750 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -433848.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -433880.781250 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -433880.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -433912.312500 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -433912.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -433935.875000 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -433935.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -433961.093750 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -433961.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -433985.062500 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -433985.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -434020.187500 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -434020.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -434057.906250 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -434057.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -434100.531250 Penalty: 4100.399902
	Iteration 22Q: 3 clusters Score -434100.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -434138.468750 Penalty: 4100.399902
	Iteration 23Q: 3 clusters Score -434138.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -434174.750000 Penalty: 4100.399902
	Iteration 24Q: 3 clusters Score -434174.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -434205.468750 Penalty: 4100.399902
	Iteration 25Q: 3 clusters Score -434205.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -434232.781250 Penalty: 4100.399902
	Iteration 26Q: 3 clusters Score -434232.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -434255.218750 Penalty: 4100.399902
	Iteration 27Q: 3 clusters Score -434255.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -434271.906250 Penalty: 4100.399902
	Iteration 28Q: 3 clusters Score -434271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -434287.781250 Penalty: 4100.399902
	Iteration 29Q: 3 clusters Score -434287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -434297.937500 Penalty: 4100.399902
	Iteration 30Q: 3 clusters Score -434297.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -434308.625000 Penalty: 4100.399902
	Iteration 31Q: 3 clusters Score -434308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -434319.187500 Penalty: 4100.399902
	Iteration 32Q: 3 clusters Score -434319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -434327.093750 Penalty: 4100.399902
	Iteration 33Q: 3 clusters Score -434327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -434332.687500 Penalty: 4100.399902
	Iteration 34Q: 3 clusters Score -434332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -434339.562500 Penalty: 4100.399902
	Iteration 35Q: 3 clusters Score -434339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -434340.312500 Penalty: 4100.399902
	Iteration 36Q: 3 clusters Score -434340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -434340.781250 Penalty: 4100.399902
	Iteration 37Q: 3 clusters Score -434340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -434341.500000 Penalty: 4100.399902
	Iteration 38Q: 3 clusters Score -434341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -434341.500000 Penalty: 4100.399902
	Iteration 39F: 3 clusters Score -434341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Entering Unmasked Estep 
Score: -956870.625000 Penalty: 2236.666504
	Iteration 0F: 2 clusters Score -956870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -950262.812500 Penalty: 4473.333008
	Iteration 0F: 3 clusters Score -950262.8 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -952087.062500 Penalty: 4473.333008
	Iteration 1F: 3 clusters Score -952087.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -952338.812500 Penalty: 4473.333008
	Iteration 2F: 3 clusters Score -952338.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -952500.312500 Penalty: 4473.333008
	Iteration 3Q: 3 clusters Score -952500.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -952619.937500 Penalty: 4473.333008
	Iteration 4Q: 3 clusters Score -952619.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -952705.062500 Penalty: 4473.333008
	Iteration 5Q: 3 clusters Score -952705.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -952761.812500 Penalty: 4473.333008
	Iteration 6Q: 3 clusters Score -952761.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -952823.437500 Penalty: 4473.333008
	Iteration 7Q: 3 clusters Score -952823.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -952869.812500 Penalty: 4473.333008
	Iteration 8Q: 3 clusters Score -952869.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -952915.562500 Penalty: 4473.333008
	Iteration 9Q: 3 clusters Score -952915.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -952951.250000 Penalty: 4473.333008
	Iteration 10Q: 3 clusters Score -952951.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -952987.187500 Penalty: 4473.333008
	Iteration 11Q: 3 clusters Score -952987.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -953024.250000 Penalty: 4473.333008
	Iteration 12Q: 3 clusters Score -953024.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -953075.375000 Penalty: 4473.333008
	Iteration 13Q: 3 clusters Score -953075.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -953136.500000 Penalty: 4473.333008
	Iteration 14Q: 3 clusters Score -953136.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -953213.625000 Penalty: 4473.333008
	Iteration 15Q: 3 clusters Score -953213.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -953290.187500 Penalty: 4473.333008
	Iteration 16Q: 3 clusters Score -953290.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -953360.375000 Penalty: 4473.333008
	Iteration 17Q: 3 clusters Score -953360.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -953456.625000 Penalty: 4473.333008
	Iteration 18Q: 3 clusters Score -953456.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -953563.312500 Penalty: 4473.333008
	Iteration 19Q: 3 clusters Score -953563.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -953687.687500 Penalty: 4473.333008
	Iteration 20F: 3 clusters Score -953687.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -953826.500000 Penalty: 4473.333008
	Iteration 21Q: 3 clusters Score -953826.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -953968.937500 Penalty: 4473.333008
	Iteration 22Q: 3 clusters Score -953968.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -954100.437500 Penalty: 4473.333008
	Iteration 23Q: 3 clusters Score -954100.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -954240.250000 Penalty: 4473.333008
	Iteration 24Q: 3 clusters Score -954240.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -954345.937500 Penalty: 4473.333008
	Iteration 25Q: 3 clusters Score -954345.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -954431.812500 Penalty: 4473.333008
	Iteration 26Q: 3 clusters Score -954431.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -954503.625000 Penalty: 4473.333008
	Iteration 27Q: 3 clusters Score -954503.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -954559.562500 Penalty: 4473.333008
	Iteration 28Q: 3 clusters Score -954559.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -954592.562500 Penalty: 4473.333008
	Iteration 29Q: 3 clusters Score -954592.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -954629.500000 Penalty: 4473.333008
	Iteration 30Q: 3 clusters Score -954629.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -954665.625000 Penalty: 4473.333008
	Iteration 31Q: 3 clusters Score -954665.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -954693.000000 Penalty: 4473.333008
	Iteration 32Q: 3 clusters Score -954693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -954713.937500 Penalty: 4473.333008
	Iteration 33Q: 3 clusters Score -954713.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -954735.437500 Penalty: 4473.333008
	Iteration 34Q: 3 clusters Score -954735.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -954753.312500 Penalty: 4473.333008
	Iteration 35Q: 3 clusters Score -954753.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -954763.437500 Penalty: 4473.333008
	Iteration 36Q: 3 clusters Score -954763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -954775.125000 Penalty: 4473.333008
	Iteration 37Q: 3 clusters Score -954775.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -954788.250000 Penalty: 4473.333008
	Iteration 38Q: 3 clusters Score -954788.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -954803.000000 Penalty: 4473.333008
	Iteration 39Q: 3 clusters Score -954803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -954815.687500 Penalty: 4473.333008
	Iteration 40F: 3 clusters Score -954815.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -954823.750000 Penalty: 4473.333008
	Iteration 41Q: 3 clusters Score -954823.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -954829.687500 Penalty: 4473.333008
	Iteration 42Q: 3 clusters Score -954829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -954836.250000 Penalty: 4473.333008
	Iteration 43Q: 3 clusters Score -954836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -954845.625000 Penalty: 4473.333008
	Iteration 44Q: 3 clusters Score -954845.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -954856.812500 Penalty: 4473.333008
	Iteration 45Q: 3 clusters Score -954856.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -954866.750000 Penalty: 4473.333008
	Iteration 46Q: 3 clusters Score -954866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -954871.750000 Penalty: 4473.333008
	Iteration 47Q: 3 clusters Score -954871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -954873.437500 Penalty: 4473.333008
	Iteration 48Q: 3 clusters Score -954873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -954877.437500 Penalty: 4473.333008
	Iteration 49Q: 3 clusters Score -954877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -954878.750000 Penalty: 4473.333008
	Iteration 50Q: 3 clusters Score -954878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -954881.125000 Penalty: 4473.333008
	Iteration 51Q: 3 clusters Score -954881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -954881.000000 Penalty: 4473.333008
	Iteration 52Q: 3 clusters Score -954881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -954881.000000 Penalty: 4473.333008
	Iteration 53F: 3 clusters Score -954881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Entering Unmasked Estep 
Score: -10989619.000000 Penalty: 2847.582764
	Iteration 0F: 2 clusters Score -1.098962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -10924604.000000 Penalty: 5695.165527
	Iteration 0F: 3 clusters Score -1.09246e+07 nChanged 45951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -10950762.000000 Penalty: 5695.165527
	Iteration 1F: 3 clusters Score -1.095076e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -10951646.000000 Penalty: 5695.165527
	Iteration 2Q: 3 clusters Score -1.095165e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -10952856.000000 Penalty: 5695.165527
	Iteration 3Q: 3 clusters Score -1.095286e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -10954567.000000 Penalty: 5695.165527
	Iteration 4Q: 3 clusters Score -1.095457e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -10957689.000000 Penalty: 5695.165527
	Iteration 5F: 3 clusters Score -1.095769e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -10962649.000000 Penalty: 5695.165527
	Iteration 6F: 3 clusters Score -1.096265e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -10969330.000000 Penalty: 5695.165527
	Iteration 7F: 3 clusters Score -1.096933e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -10976267.000000 Penalty: 5695.165527
	Iteration 8F: 3 clusters Score -1.097627e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -10981600.000000 Penalty: 5695.165527
	Iteration 9F: 3 clusters Score -1.09816e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -10984561.000000 Penalty: 5695.165527
	Iteration 10Q: 3 clusters Score -1.098456e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -10985912.000000 Penalty: 5695.165527
	Iteration 11Q: 3 clusters Score -1.098591e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -10986524.000000 Penalty: 5695.165527
	Iteration 12Q: 3 clusters Score -1.098652e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -10986787.000000 Penalty: 5695.165527
	Iteration 13Q: 3 clusters Score -1.098679e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -10986948.000000 Penalty: 5695.165527
	Iteration 14Q: 3 clusters Score -1.098695e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -10987045.000000 Penalty: 5695.165527
	Iteration 15Q: 3 clusters Score -1.098704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -10987080.000000 Penalty: 5695.165527
	Iteration 16Q: 3 clusters Score -1.098708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -10987103.000000 Penalty: 5695.165527
	Iteration 17Q: 3 clusters Score -1.09871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -10987120.000000 Penalty: 5695.165527
	Iteration 18Q: 3 clusters Score -1.098712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -10987140.000000 Penalty: 5695.165527
	Iteration 19Q: 3 clusters Score -1.098714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -10987166.000000 Penalty: 5695.165527
	Iteration 20F: 3 clusters Score -1.098717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -10987172.000000 Penalty: 5695.165527
	Iteration 21Q: 3 clusters Score -1.098717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -10987192.000000 Penalty: 5695.165527
	Iteration 22Q: 3 clusters Score -1.098719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -10987207.000000 Penalty: 5695.165527
	Iteration 23Q: 3 clusters Score -1.098721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -10987210.000000 Penalty: 5695.165527
	Iteration 24Q: 3 clusters Score -1.098721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -10987225.000000 Penalty: 5695.165527
	Iteration 25Q: 3 clusters Score -1.098722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -10987232.000000 Penalty: 5695.165527
	Iteration 26Q: 3 clusters Score -1.098723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -10987241.000000 Penalty: 5695.165527
	Iteration 27Q: 3 clusters Score -1.098724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -10987243.000000 Penalty: 5695.165527
	Iteration 28Q: 3 clusters Score -1.098724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -10987244.000000 Penalty: 5695.165527
	Iteration 29Q: 3 clusters Score -1.098724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -10987252.000000 Penalty: 5695.165527
	Iteration 30Q: 3 clusters Score -1.098725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -10987251.000000 Penalty: 5695.165527
	Iteration 31Q: 3 clusters Score -1.098725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -10987249.000000 Penalty: 5695.165527
	Iteration 32Q: 3 clusters Score -1.098725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -10987249.000000 Penalty: 5695.165527
	Iteration 33Q: 3 clusters Score -1.098725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -10987249.000000 Penalty: 5695.165527
	Iteration 34F: 3 clusters Score -1.098725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Entering Unmasked Estep 
Score: -5683288.500000 Penalty: 2683.170898
	Iteration 0F: 2 clusters Score -5683288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -5649262.500000 Penalty: 5366.341797
	Iteration 0F: 3 clusters Score -5649262 nChanged 23241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5662169.000000 Penalty: 5366.341797
	Iteration 1F: 3 clusters Score -5662169 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5662811.000000 Penalty: 5366.341797
	Iteration 2Q: 3 clusters Score -5662811 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5663562.000000 Penalty: 5366.341797
	Iteration 3Q: 3 clusters Score -5663562 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5664514.000000 Penalty: 5366.341797
	Iteration 4Q: 3 clusters Score -5664514 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5665747.000000 Penalty: 5366.341797
	Iteration 5F: 3 clusters Score -5665747 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5667365.500000 Penalty: 5366.341797
	Iteration 6F: 3 clusters Score -5667366 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5669759.000000 Penalty: 5366.341797
	Iteration 7F: 3 clusters Score -5669759 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5672699.000000 Penalty: 5366.341797
	Iteration 8F: 3 clusters Score -5672699 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5675575.000000 Penalty: 5366.341797
	Iteration 9F: 3 clusters Score -5675575 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5677888.000000 Penalty: 5366.341797
	Iteration 10F: 3 clusters Score -5677888 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5679552.000000 Penalty: 5366.341797
	Iteration 11Q: 3 clusters Score -5679552 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -5680379.000000 Penalty: 5366.341797
	Iteration 12Q: 3 clusters Score -5680379 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5680761.500000 Penalty: 5366.341797
	Iteration 13Q: 3 clusters Score -5680762 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5680944.000000 Penalty: 5366.341797
	Iteration 14Q: 3 clusters Score -5680944 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5681010.500000 Penalty: 5366.341797
	Iteration 15Q: 3 clusters Score -5681010 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5681055.000000 Penalty: 5366.341797
	Iteration 16Q: 3 clusters Score -5681055 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5681076.000000 Penalty: 5366.341797
	Iteration 17Q: 3 clusters Score -5681076 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5681086.500000 Penalty: 5366.341797
	Iteration 18Q: 3 clusters Score -5681086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -5681107.500000 Penalty: 5366.341797
	Iteration 19Q: 3 clusters Score -5681108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5681114.000000 Penalty: 5366.341797
	Iteration 20F: 3 clusters Score -5681114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5681135.500000 Penalty: 5366.341797
	Iteration 21Q: 3 clusters Score -5681136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -5681130.000000 Penalty: 5366.341797
	Iteration 22Q: 3 clusters Score -5681130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5681137.000000 Penalty: 5366.341797
	Iteration 23Q: 3 clusters Score -5681137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5681124.000000 Penalty: 5366.341797
	Iteration 24Q: 3 clusters Score -5681124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -5681129.500000 Penalty: 5366.341797
	Iteration 25Q: 3 clusters Score -5681130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -5681129.500000 Penalty: 5366.341797
	Iteration 26Q: 3 clusters Score -5681130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5681133.500000 Penalty: 5366.341797
	Iteration 27Q: 3 clusters Score -5681134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -5681134.500000 Penalty: 5366.341797
	Iteration 28Q: 3 clusters Score -5681134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -5681148.500000 Penalty: 5366.341797
	Iteration 29Q: 3 clusters Score -5681148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -5681137.500000 Penalty: 5366.341797
	Iteration 30Q: 3 clusters Score -5681138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -5681142.500000 Penalty: 5366.341797
	Iteration 31Q: 3 clusters Score -5681142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -5681144.500000 Penalty: 5366.341797
	Iteration 32Q: 3 clusters Score -5681144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5681149.000000 Penalty: 5366.341797
	Iteration 33Q: 3 clusters Score -5681149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -5681149.500000 Penalty: 5366.341797
	Iteration 34Q: 3 clusters Score -5681150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -5681162.500000 Penalty: 5366.341797
	Iteration 35Q: 3 clusters Score -5681162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -5681166.000000 Penalty: 5366.341797
	Iteration 36Q: 3 clusters Score -5681166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 37Q: 3 clusters Score -5681172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -5681170.000000 Penalty: 5366.341797
	Iteration 38Q: 3 clusters Score -5681170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5681176.000000 Penalty: 5366.341797
	Iteration 39Q: 3 clusters Score -5681176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 40F: 3 clusters Score -5681172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 41Q: 3 clusters Score -5681172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -5681169.500000 Penalty: 5366.341797
	Iteration 42Q: 3 clusters Score -5681170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 43Q: 3 clusters Score -5681172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -5681172.000000 Penalty: 5366.341797
	Iteration 44Q: 3 clusters Score -5681172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5681176.000000 Penalty: 5366.341797
	Iteration 45Q: 3 clusters Score -5681176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -5681167.500000 Penalty: 5366.341797
	Iteration 46Q: 3 clusters Score -5681168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -5681169.000000 Penalty: 5366.341797
	Iteration 47Q: 3 clusters Score -5681169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -5681169.500000 Penalty: 5366.341797
	Iteration 48Q: 3 clusters Score -5681170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5681166.000000 Penalty: 5366.341797
	Iteration 49Q: 3 clusters Score -5681166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 50Q: 3 clusters Score -5681172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 51Q: 3 clusters Score -5681172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5681172.500000 Penalty: 5366.341797
	Iteration 52Q: 3 clusters Score -5681172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5681177.000000 Penalty: 5366.341797
	Iteration 53Q: 3 clusters Score -5681177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -5681180.000000 Penalty: 5366.341797
	Iteration 54Q: 3 clusters Score -5681180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -5681180.500000 Penalty: 5366.341797
	Iteration 55Q: 3 clusters Score -5681180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5681181.000000 Penalty: 5366.341797
	Iteration 56Q: 3 clusters Score -5681181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -5681188.500000 Penalty: 5366.341797
	Iteration 57Q: 3 clusters Score -5681188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -5681186.500000 Penalty: 5366.341797
	Iteration 58Q: 3 clusters Score -5681186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -5681182.000000 Penalty: 5366.341797
	Iteration 59Q: 3 clusters Score -5681182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -5681178.000000 Penalty: 5366.341797
	Iteration 60F: 3 clusters Score -5681178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -5681181.000000 Penalty: 5366.341797
	Iteration 61Q: 3 clusters Score -5681181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -5681175.000000 Penalty: 5366.341797
	Iteration 62Q: 3 clusters Score -5681175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5681174.500000 Penalty: 5366.341797
	Iteration 63Q: 3 clusters Score -5681174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -5681168.500000 Penalty: 5366.341797
	Iteration 64Q: 3 clusters Score -5681168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -5681179.500000 Penalty: 5366.341797
	Iteration 65Q: 3 clusters Score -5681180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -5681184.500000 Penalty: 5366.341797
	Iteration 66Q: 3 clusters Score -5681184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -5681181.500000 Penalty: 5366.341797
	Iteration 67Q: 3 clusters Score -5681182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -5681174.000000 Penalty: 5366.341797
	Iteration 68Q: 3 clusters Score -5681174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -5681168.000000 Penalty: 5366.341797
	Iteration 69Q: 3 clusters Score -5681168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5681174.500000 Penalty: 5366.341797
	Iteration 70Q: 3 clusters Score -5681174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5681171.000000 Penalty: 5366.341797
	Iteration 71Q: 3 clusters Score -5681171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5681169.000000 Penalty: 5366.341797
	Iteration 72Q: 3 clusters Score -5681169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -5681175.000000 Penalty: 5366.341797
	Iteration 73Q: 3 clusters Score -5681175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5681170.500000 Penalty: 5366.341797
	Iteration 74Q: 3 clusters Score -5681170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -5681174.000000 Penalty: 5366.341797
	Iteration 75Q: 3 clusters Score -5681174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -5681177.500000 Penalty: 5366.341797
	Iteration 76Q: 3 clusters Score -5681178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -5681177.500000 Penalty: 5366.341797
	Iteration 77Q: 3 clusters Score -5681178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5681180.000000 Penalty: 5366.341797
	Iteration 78Q: 3 clusters Score -5681180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5681185.000000 Penalty: 5366.341797
	Iteration 79Q: 3 clusters Score -5681185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -5681175.000000 Penalty: 5366.341797
	Iteration 80F: 3 clusters Score -5681175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5681174.500000 Penalty: 5366.341797
	Iteration 81Q: 3 clusters Score -5681174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -5681176.000000 Penalty: 5366.341797
	Iteration 82Q: 3 clusters Score -5681176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5681171.500000 Penalty: 5366.341797
	Iteration 83Q: 3 clusters Score -5681172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5681177.000000 Penalty: 5366.341797
	Iteration 84Q: 3 clusters Score -5681177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -5681175.500000 Penalty: 5366.341797
	Iteration 85Q: 3 clusters Score -5681176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5681173.500000 Penalty: 5366.341797
	Iteration 86Q: 3 clusters Score -5681174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5681170.000000 Penalty: 5366.341797
	Iteration 87Q: 3 clusters Score -5681170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5681173.000000 Penalty: 5366.341797
	Iteration 88Q: 3 clusters Score -5681173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -5681172.000000 Penalty: 5366.341797
	Iteration 89Q: 3 clusters Score -5681172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -5681172.500000 Penalty: 5366.341797
	Iteration 90Q: 3 clusters Score -5681172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -5681174.500000 Penalty: 5366.341797
	Iteration 91Q: 3 clusters Score -5681174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -5681175.000000 Penalty: 5366.341797
	Iteration 92Q: 3 clusters Score -5681175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -5681183.000000 Penalty: 5366.341797
	Iteration 93Q: 3 clusters Score -5681183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -5681181.500000 Penalty: 5366.341797
	Iteration 94Q: 3 clusters Score -5681182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -5681179.000000 Penalty: 5366.341797
	Iteration 95Q: 3 clusters Score -5681179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5681175.000000 Penalty: 5366.341797
	Iteration 96Q: 3 clusters Score -5681175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -5681178.000000 Penalty: 5366.341797
	Iteration 97Q: 3 clusters Score -5681178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -5681190.000000 Penalty: 5366.341797
	Iteration 98Q: 3 clusters Score -5681190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -5681183.000000 Penalty: 5366.341797
	Iteration 99Q: 3 clusters Score -5681183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5681180.500000 Penalty: 5366.341797
	Iteration 100F: 3 clusters Score -5681180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -5681177.500000 Penalty: 5366.341797
	Iteration 101Q: 3 clusters Score -5681178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5681179.000000 Penalty: 5366.341797
	Iteration 102Q: 3 clusters Score -5681179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5681179.500000 Penalty: 5366.341797
	Iteration 103Q: 3 clusters Score -5681180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5681177.000000 Penalty: 5366.341797
	Iteration 104Q: 3 clusters Score -5681177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -5681183.500000 Penalty: 5366.341797
	Iteration 105Q: 3 clusters Score -5681184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -5681174.500000 Penalty: 5366.341797
	Iteration 106Q: 3 clusters Score -5681174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -5681178.000000 Penalty: 5366.341797
	Iteration 107Q: 3 clusters Score -5681178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -5681174.500000 Penalty: 5366.341797
	Iteration 108Q: 3 clusters Score -5681174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -5681163.000000 Penalty: 5366.341797
	Iteration 109Q: 3 clusters Score -5681163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -5681164.500000 Penalty: 5366.341797
	Iteration 110Q: 3 clusters Score -5681164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5681167.000000 Penalty: 5366.341797
	Iteration 111Q: 3 clusters Score -5681167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -5681164.500000 Penalty: 5366.341797
	Iteration 112Q: 3 clusters Score -5681164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5681164.000000 Penalty: 5366.341797
	Iteration 113Q: 3 clusters Score -5681164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5681164.500000 Penalty: 5366.341797
	Iteration 114Q: 3 clusters Score -5681164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5681166.000000 Penalty: 5366.341797
	Iteration 115Q: 3 clusters Score -5681166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5681166.000000 Penalty: 5366.341797
	Iteration 116F: 3 clusters Score -5681166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12803.560547 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12803.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11868.381836 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11868.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11938.811523 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11938.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11960.177734 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11960.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11960.177734 Penalty: 2454.584961
	Iteration 3F: 3 clusters Score -11960.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -206248.421875 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -206248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -203795.671875 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -203795.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204258.343750 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -204258.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -204437.265625 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -204437.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204593.171875 Penalty: 3741.726074
	Iteration 3F: 3 clusters Score -204593.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -204786.953125 Penalty: 3741.726074
	Iteration 4F: 3 clusters Score -204787 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -204992.734375 Penalty: 3741.726074
	Iteration 5F: 3 clusters Score -204992.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -205162.640625 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -205162.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -205351.718750 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -205351.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -205633.562500 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -205633.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205885.921875 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -205885.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -206046.296875 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -206046.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -206141.968750 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -206142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -206188.859375 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -206188.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206214.156250 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -206214.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206230.046875 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -206230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -206241.593750 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -206241.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -206250.609375 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -206250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -206257.281250 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -206257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206261.468750 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -206261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -206264.156250 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -206264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206269.906250 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -206269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -206274.531250 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -206274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -206277.125000 Penalty: 3741.726074
	Iteration 22Q: 3 clusters Score -206277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206278.750000 Penalty: 3741.726074
	Iteration 23Q: 3 clusters Score -206278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -206280.125000 Penalty: 3741.726074
	Iteration 24Q: 3 clusters Score -206280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206281.171875 Penalty: 3741.726074
	Iteration 25Q: 3 clusters Score -206281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -206283.500000 Penalty: 3741.726074
	Iteration 26Q: 3 clusters Score -206283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -206284.609375 Penalty: 3741.726074
	Iteration 27Q: 3 clusters Score -206284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -206286.000000 Penalty: 3741.726074
	Iteration 28Q: 3 clusters Score -206286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206287.265625 Penalty: 3741.726074
	Iteration 29Q: 3 clusters Score -206287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206287.828125 Penalty: 3741.726074
	Iteration 30Q: 3 clusters Score -206287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206287.828125 Penalty: 3741.726074
	Iteration 31F: 3 clusters Score -206287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 970 members 
Entering Unmasked Estep 
Score: -110914544.000000 Penalty: 150896.156250
Splitting cluster 18 changes total score from -110915960.000000 to -110914544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -575040.312500 Penalty: 2145.454102
	Iteration 0F: 2 clusters Score -575040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -570105.562500 Penalty: 4290.908203
	Iteration 0F: 3 clusters Score -570105.6 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -571500.312500 Penalty: 4290.908203
	Iteration 1F: 3 clusters Score -571500.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -571864.125000 Penalty: 4290.908203
	Iteration 2F: 3 clusters Score -571864.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -572131.062500 Penalty: 4290.908203
	Iteration 3F: 3 clusters Score -572131.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -572355.687500 Penalty: 4290.908203
	Iteration 4Q: 3 clusters Score -572355.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -572576.250000 Penalty: 4290.908203
	Iteration 5Q: 3 clusters Score -572576.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -572744.125000 Penalty: 4290.908203
	Iteration 6Q: 3 clusters Score -572744.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -572862.750000 Penalty: 4290.908203
	Iteration 7Q: 3 clusters Score -572862.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -572953.937500 Penalty: 4290.908203
	Iteration 8Q: 3 clusters Score -572953.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -573022.250000 Penalty: 4290.908203
	Iteration 9Q: 3 clusters Score -573022.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -573084.000000 Penalty: 4290.908203
	Iteration 10Q: 3 clusters Score -573084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -573146.625000 Penalty: 4290.908203
	Iteration 11Q: 3 clusters Score -573146.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -573202.562500 Penalty: 4290.908203
	Iteration 12Q: 3 clusters Score -573202.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -573240.000000 Penalty: 4290.908203
	Iteration 13Q: 3 clusters Score -573240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -573270.437500 Penalty: 4290.908203
	Iteration 14Q: 3 clusters Score -573270.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -573298.187500 Penalty: 4290.908203
	Iteration 15Q: 3 clusters Score -573298.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -573315.562500 Penalty: 4290.908203
	Iteration 16Q: 3 clusters Score -573315.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -573327.125000 Penalty: 4290.908203
	Iteration 17Q: 3 clusters Score -573327.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -573338.125000 Penalty: 4290.908203
	Iteration 18Q: 3 clusters Score -573338.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -573352.312500 Penalty: 4290.908203
	Iteration 19Q: 3 clusters Score -573352.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -573363.937500 Penalty: 4290.908203
	Iteration 20F: 3 clusters Score -573363.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -573373.875000 Penalty: 4290.908203
	Iteration 21Q: 3 clusters Score -573373.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -573379.812500 Penalty: 4290.908203
	Iteration 22Q: 3 clusters Score -573379.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -573383.000000 Penalty: 4290.908203
	Iteration 23Q: 3 clusters Score -573383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -573388.437500 Penalty: 4290.908203
	Iteration 24Q: 3 clusters Score -573388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -573390.875000 Penalty: 4290.908203
	Iteration 25Q: 3 clusters Score -573390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -573392.687500 Penalty: 4290.908203
	Iteration 26Q: 3 clusters Score -573392.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -573395.937500 Penalty: 4290.908203
	Iteration 27Q: 3 clusters Score -573395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -573398.500000 Penalty: 4290.908203
	Iteration 28Q: 3 clusters Score -573398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -573402.875000 Penalty: 4290.908203
	Iteration 29Q: 3 clusters Score -573402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -573405.312500 Penalty: 4290.908203
	Iteration 30Q: 3 clusters Score -573405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -573407.125000 Penalty: 4290.908203
	Iteration 31Q: 3 clusters Score -573407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -573410.875000 Penalty: 4290.908203
	Iteration 32Q: 3 clusters Score -573410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -573413.812500 Penalty: 4290.908203
	Iteration 33Q: 3 clusters Score -573413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -573415.500000 Penalty: 4290.908203
	Iteration 34Q: 3 clusters Score -573415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -573416.437500 Penalty: 4290.908203
	Iteration 35Q: 3 clusters Score -573416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -573417.062500 Penalty: 4290.908203
	Iteration 36Q: 3 clusters Score -573417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -573417.062500 Penalty: 4290.908203
	Iteration 37F: 3 clusters Score -573417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -141857.296875 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -141857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139719.171875 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -139719.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140093.843750 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -140093.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140198.281250 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -140198.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140251.921875 Penalty: 3584.560303
	Iteration 3Q: 3 clusters Score -140251.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140289.250000 Penalty: 3584.560303
	Iteration 4Q: 3 clusters Score -140289.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140305.984375 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -140306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140317.656250 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -140317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140327.968750 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -140328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140337.562500 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -140337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -140343.531250 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -140343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140349.578125 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -140349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140353.000000 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -140353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140353.875000 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -140353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140353.875000 Penalty: 3584.560303
	Iteration 13F: 3 clusters Score -140353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Entering Unmasked Estep 
Score: -1735333.000000 Penalty: 2387.122070
	Iteration 0F: 2 clusters Score -1735333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1724328.625000 Penalty: 4774.244141
	Iteration 0F: 3 clusters Score -1724329 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1727793.750000 Penalty: 4774.244141
	Iteration 1F: 3 clusters Score -1727794 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1728175.125000 Penalty: 4774.244141
	Iteration 2F: 3 clusters Score -1728175 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1728471.875000 Penalty: 4774.244141
	Iteration 3F: 3 clusters Score -1728472 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1728739.250000 Penalty: 4774.244141
	Iteration 4Q: 3 clusters Score -1728739 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1729009.625000 Penalty: 4774.244141
	Iteration 5Q: 3 clusters Score -1729010 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1729337.875000 Penalty: 4774.244141
	Iteration 6Q: 3 clusters Score -1729338 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1729801.750000 Penalty: 4774.244141
	Iteration 7F: 3 clusters Score -1729802 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1730371.625000 Penalty: 4774.244141
	Iteration 8F: 3 clusters Score -1730372 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1730968.000000 Penalty: 4774.244141
	Iteration 9F: 3 clusters Score -1730968 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1731603.250000 Penalty: 4774.244141
	Iteration 10F: 3 clusters Score -1731603 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1732184.500000 Penalty: 4774.244141
	Iteration 11Q: 3 clusters Score -1732184 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1732604.875000 Penalty: 4774.244141
	Iteration 12Q: 3 clusters Score -1732605 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1732902.750000 Penalty: 4774.244141
	Iteration 13Q: 3 clusters Score -1732903 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1733074.875000 Penalty: 4774.244141
	Iteration 14Q: 3 clusters Score -1733075 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1733189.625000 Penalty: 4774.244141
	Iteration 15Q: 3 clusters Score -1733190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1733277.625000 Penalty: 4774.244141
	Iteration 16Q: 3 clusters Score -1733278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1733322.625000 Penalty: 4774.244141
	Iteration 17Q: 3 clusters Score -1733323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1733351.000000 Penalty: 4774.244141
	Iteration 18Q: 3 clusters Score -1733351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1733370.000000 Penalty: 4774.244141
	Iteration 19Q: 3 clusters Score -1733370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1733385.125000 Penalty: 4774.244141
	Iteration 20F: 3 clusters Score -1733385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1733399.125000 Penalty: 4774.244141
	Iteration 21Q: 3 clusters Score -1733399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1733411.375000 Penalty: 4774.244141
	Iteration 22Q: 3 clusters Score -1733411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1733416.125000 Penalty: 4774.244141
	Iteration 23Q: 3 clusters Score -1733416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1733423.500000 Penalty: 4774.244141
	Iteration 24Q: 3 clusters Score -1733424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1733425.500000 Penalty: 4774.244141
	Iteration 25Q: 3 clusters Score -1733426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1733431.750000 Penalty: 4774.244141
	Iteration 26Q: 3 clusters Score -1733432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1733435.125000 Penalty: 4774.244141
	Iteration 27Q: 3 clusters Score -1733435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1733436.625000 Penalty: 4774.244141
	Iteration 28Q: 3 clusters Score -1733437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1733436.625000 Penalty: 4774.244141
	Iteration 29F: 3 clusters Score -1733437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -22377.708984 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -22377.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21207.201172 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -21207.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21345.406250 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -21345.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21405.888672 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -21405.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21449.115234 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -21449.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21466.355469 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -21466.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21480.330078 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -21480.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21489.322266 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -21489.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21495.888672 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -21495.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21495.888672 Penalty: 2769.414062
	Iteration 8F: 3 clusters Score -21495.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Entering Unmasked Estep 
Score: -5407800.500000 Penalty: 2677.066895
	Iteration 0F: 2 clusters Score -5407800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5374929.500000 Penalty: 5354.133789
	Iteration 0F: 3 clusters Score -5374930 nChanged 22468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5387186.000000 Penalty: 5354.133789
	Iteration 1F: 3 clusters Score -5387186 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5387792.500000 Penalty: 5354.133789
	Iteration 2Q: 3 clusters Score -5387792 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5388513.500000 Penalty: 5354.133789
	Iteration 3Q: 3 clusters Score -5388514 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5389556.000000 Penalty: 5354.133789
	Iteration 4Q: 3 clusters Score -5389556 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5391003.500000 Penalty: 5354.133789
	Iteration 5F: 3 clusters Score -5391004 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5393162.000000 Penalty: 5354.133789
	Iteration 6F: 3 clusters Score -5393162 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5396067.000000 Penalty: 5354.133789
	Iteration 7F: 3 clusters Score -5396067 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -5399312.000000 Penalty: 5354.133789
	Iteration 8F: 3 clusters Score -5399312 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5402178.500000 Penalty: 5354.133789
	Iteration 9F: 3 clusters Score -5402178 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5404013.000000 Penalty: 5354.133789
	Iteration 10Q: 3 clusters Score -5404013 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5404903.500000 Penalty: 5354.133789
	Iteration 11Q: 3 clusters Score -5404904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5405210.500000 Penalty: 5354.133789
	Iteration 12Q: 3 clusters Score -5405210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5405344.500000 Penalty: 5354.133789
	Iteration 13Q: 3 clusters Score -5405344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5405411.000000 Penalty: 5354.133789
	Iteration 14Q: 3 clusters Score -5405411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5405454.000000 Penalty: 5354.133789
	Iteration 15Q: 3 clusters Score -5405454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5405479.500000 Penalty: 5354.133789
	Iteration 16Q: 3 clusters Score -5405480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5405493.500000 Penalty: 5354.133789
	Iteration 17Q: 3 clusters Score -5405494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5405501.000000 Penalty: 5354.133789
	Iteration 18Q: 3 clusters Score -5405501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5405502.500000 Penalty: 5354.133789
	Iteration 19Q: 3 clusters Score -5405502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5405513.000000 Penalty: 5354.133789
	Iteration 20F: 3 clusters Score -5405513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5405511.000000 Penalty: 5354.133789
	Iteration 21Q: 3 clusters Score -5405511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5405511.500000 Penalty: 5354.133789
	Iteration 22Q: 3 clusters Score -5405512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5405510.500000 Penalty: 5354.133789
	Iteration 23Q: 3 clusters Score -5405510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5405513.500000 Penalty: 5354.133789
	Iteration 24Q: 3 clusters Score -5405514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5405518.500000 Penalty: 5354.133789
	Iteration 25Q: 3 clusters Score -5405518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5405523.500000 Penalty: 5354.133789
	Iteration 26Q: 3 clusters Score -5405524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5405526.500000 Penalty: 5354.133789
	Iteration 27Q: 3 clusters Score -5405526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5405528.000000 Penalty: 5354.133789
	Iteration 28Q: 3 clusters Score -5405528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5405528.000000 Penalty: 5354.133789
	Iteration 29F: 3 clusters Score -5405528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -252856.750000 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -252856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -250018.296875 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -250018.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -250519.062500 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -250519.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -250683.718750 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -250683.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -250801.015625 Penalty: 3846.010010
	Iteration 3F: 3 clusters Score -250801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250885.437500 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -250885.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250944.328125 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -250944.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -250983.906250 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -250983.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -251026.968750 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -251027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -251074.375000 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -251074.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -251117.468750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -251117.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -251163.375000 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -251163.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -251216.937500 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -251216.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -251268.546875 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -251268.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251330.031250 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -251330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251390.218750 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -251390.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251447.656250 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -251447.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251487.750000 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -251487.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251511.984375 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -251512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -251529.750000 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -251529.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251544.609375 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -251544.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -251554.234375 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -251554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -251562.281250 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -251562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -251570.562500 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -251570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -251577.453125 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -251577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -251582.062500 Penalty: 3846.010010
	Iteration 24Q: 3 clusters Score -251582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -251586.031250 Penalty: 3846.010010
	Iteration 25Q: 3 clusters Score -251586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -251589.921875 Penalty: 3846.010010
	Iteration 26Q: 3 clusters Score -251589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -251593.375000 Penalty: 3846.010010
	Iteration 27Q: 3 clusters Score -251593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -251597.984375 Penalty: 3846.010010
	Iteration 28Q: 3 clusters Score -251598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -251600.328125 Penalty: 3846.010010
	Iteration 29Q: 3 clusters Score -251600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251602.609375 Penalty: 3846.010010
	Iteration 30Q: 3 clusters Score -251602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -251602.828125 Penalty: 3846.010010
	Iteration 31Q: 3 clusters Score -251602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -251602.828125 Penalty: 3846.010010
	Iteration 32F: 3 clusters Score -251602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -275081.312500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -275081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -272092.031250 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -272092 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -272633.562500 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272633.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -272765.656250 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272765.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272844.562500 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272844.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -272902.187500 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272902.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -272955.343750 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272955.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -272989.031250 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -272989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -273012.656250 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -273012.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -273030.000000 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -273030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -273047.000000 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -273047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -273060.593750 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -273060.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -273067.000000 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -273067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -273074.625000 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273074.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -273083.312500 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273083.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273095.937500 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -273100.906250 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273107.531250 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -273116.812500 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -273124.875000 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -273131.468750 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -273136.125000 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273139.468750 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -273139.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -273146.031250 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -273146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -273149.406250 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -273149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -273153.593750 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -273153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -273155.843750 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -273155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -273157.968750 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -273158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -273159.906250 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -273159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -273160.343750 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -273160.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -273160.343750 Penalty: 3879.535156
	Iteration 29F: 3 clusters Score -273160.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Entering Unmasked Estep 
Score: -3835743.250000 Penalty: 2590.503662
	Iteration 0F: 2 clusters Score -3835743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3812269.500000 Penalty: 5181.007324
	Iteration 0F: 3 clusters Score -3812270 nChanged 15670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3821033.000000 Penalty: 5181.007324
	Iteration 1F: 3 clusters Score -3821033 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3821755.500000 Penalty: 5181.007324
	Iteration 2F: 3 clusters Score -3821756 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3822574.250000 Penalty: 5181.007324
	Iteration 3Q: 3 clusters Score -3822574 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3823720.000000 Penalty: 5181.007324
	Iteration 4F: 3 clusters Score -3823720 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3825165.000000 Penalty: 5181.007324
	Iteration 5F: 3 clusters Score -3825165 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3826895.500000 Penalty: 5181.007324
	Iteration 6F: 3 clusters Score -3826896 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3828713.000000 Penalty: 5181.007324
	Iteration 7F: 3 clusters Score -3828713 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3830344.000000 Penalty: 5181.007324
	Iteration 8F: 3 clusters Score -3830344 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3831616.750000 Penalty: 5181.007324
	Iteration 9F: 3 clusters Score -3831617 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3832522.750000 Penalty: 5181.007324
	Iteration 10Q: 3 clusters Score -3832523 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3833167.250000 Penalty: 5181.007324
	Iteration 11Q: 3 clusters Score -3833167 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3833661.500000 Penalty: 5181.007324
	Iteration 12Q: 3 clusters Score -3833662 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3834080.250000 Penalty: 5181.007324
	Iteration 13Q: 3 clusters Score -3834080 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3834386.750000 Penalty: 5181.007324
	Iteration 14Q: 3 clusters Score -3834387 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3834599.500000 Penalty: 5181.007324
	Iteration 15Q: 3 clusters Score -3834600 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3834729.250000 Penalty: 5181.007324
	Iteration 16Q: 3 clusters Score -3834729 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3834805.250000 Penalty: 5181.007324
	Iteration 17Q: 3 clusters Score -3834805 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3834854.250000 Penalty: 5181.007324
	Iteration 18Q: 3 clusters Score -3834854 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3834904.750000 Penalty: 5181.007324
	Iteration 19Q: 3 clusters Score -3834905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3834929.250000 Penalty: 5181.007324
	Iteration 20F: 3 clusters Score -3834929 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3834959.250000 Penalty: 5181.007324
	Iteration 21Q: 3 clusters Score -3834959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3834974.750000 Penalty: 5181.007324
	Iteration 22Q: 3 clusters Score -3834975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3834991.250000 Penalty: 5181.007324
	Iteration 23Q: 3 clusters Score -3834991 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3835024.000000 Penalty: 5181.007324
	Iteration 24Q: 3 clusters Score -3835024 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3835043.000000 Penalty: 5181.007324
	Iteration 25Q: 3 clusters Score -3835043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3835056.250000 Penalty: 5181.007324
	Iteration 26Q: 3 clusters Score -3835056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3835068.750000 Penalty: 5181.007324
	Iteration 27Q: 3 clusters Score -3835069 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3835072.750000 Penalty: 5181.007324
	Iteration 28Q: 3 clusters Score -3835073 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3835078.500000 Penalty: 5181.007324
	Iteration 29Q: 3 clusters Score -3835078 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3835089.000000 Penalty: 5181.007324
	Iteration 30Q: 3 clusters Score -3835089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3835086.000000 Penalty: 5181.007324
	Iteration 31Q: 3 clusters Score -3835086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3835100.000000 Penalty: 5181.007324
	Iteration 32Q: 3 clusters Score -3835100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3835107.500000 Penalty: 5181.007324
	Iteration 33Q: 3 clusters Score -3835108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3835101.500000 Penalty: 5181.007324
	Iteration 34Q: 3 clusters Score -3835102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3835118.500000 Penalty: 5181.007324
	Iteration 35Q: 3 clusters Score -3835118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3835120.000000 Penalty: 5181.007324
	Iteration 36Q: 3 clusters Score -3835120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3835117.750000 Penalty: 5181.007324
	Iteration 37Q: 3 clusters Score -3835118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3835117.750000 Penalty: 5181.007324
	Iteration 38Q: 3 clusters Score -3835118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3835124.750000 Penalty: 5181.007324
	Iteration 39Q: 3 clusters Score -3835125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3835109.500000 Penalty: 5181.007324
	Iteration 40F: 3 clusters Score -3835110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3835124.000000 Penalty: 5181.007324
	Iteration 41Q: 3 clusters Score -3835124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3835132.250000 Penalty: 5181.007324
	Iteration 42Q: 3 clusters Score -3835132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3835135.500000 Penalty: 5181.007324
	Iteration 43Q: 3 clusters Score -3835136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3835133.500000 Penalty: 5181.007324
	Iteration 44Q: 3 clusters Score -3835134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3835142.250000 Penalty: 5181.007324
	Iteration 45Q: 3 clusters Score -3835142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3835149.000000 Penalty: 5181.007324
	Iteration 46Q: 3 clusters Score -3835149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3835147.250000 Penalty: 5181.007324
	Iteration 47Q: 3 clusters Score -3835147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3835147.250000 Penalty: 5181.007324
	Iteration 48Q: 3 clusters Score -3835147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3835152.750000 Penalty: 5181.007324
	Iteration 49Q: 3 clusters Score -3835153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3835156.000000 Penalty: 5181.007324
	Iteration 50Q: 3 clusters Score -3835156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3835154.000000 Penalty: 5181.007324
	Iteration 51Q: 3 clusters Score -3835154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3835154.750000 Penalty: 5181.007324
	Iteration 52Q: 3 clusters Score -3835155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3835157.000000 Penalty: 5181.007324
	Iteration 53Q: 3 clusters Score -3835157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3835153.500000 Penalty: 5181.007324
	Iteration 54Q: 3 clusters Score -3835154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3835144.000000 Penalty: 5181.007324
	Iteration 55Q: 3 clusters Score -3835144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3835144.500000 Penalty: 5181.007324
	Iteration 56Q: 3 clusters Score -3835144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3835137.000000 Penalty: 5181.007324
	Iteration 57Q: 3 clusters Score -3835137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3835141.250000 Penalty: 5181.007324
	Iteration 58Q: 3 clusters Score -3835141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3835142.000000 Penalty: 5181.007324
	Iteration 59Q: 3 clusters Score -3835142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3835141.500000 Penalty: 5181.007324
	Iteration 60F: 3 clusters Score -3835142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3835146.750000 Penalty: 5181.007324
	Iteration 61Q: 3 clusters Score -3835147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3835141.500000 Penalty: 5181.007324
	Iteration 62Q: 3 clusters Score -3835142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3835143.750000 Penalty: 5181.007324
	Iteration 63Q: 3 clusters Score -3835144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3835145.750000 Penalty: 5181.007324
	Iteration 64Q: 3 clusters Score -3835146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3835142.750000 Penalty: 5181.007324
	Iteration 65Q: 3 clusters Score -3835143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3835142.750000 Penalty: 5181.007324
	Iteration 66F: 3 clusters Score -3835143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -346655.437500 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -346655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -343323.156250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -343323.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -344032.093750 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -344032.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -344189.625000 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -344189.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -344283.625000 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -344283.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -344339.687500 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -344339.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -344376.625000 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -344376.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -344402.812500 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -344402.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -344418.843750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -344418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -344439.968750 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -344440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -344460.312500 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -344460.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -344472.625000 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -344472.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -344494.312500 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -344494.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -344509.000000 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -344509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -344528.406250 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -344528.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -344538.218750 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -344538.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -344548.781250 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -344548.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -344559.593750 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -344559.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -344570.718750 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -344570.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -344580.187500 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -344580.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -344592.125000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -344592.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -344610.031250 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -344610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -344628.531250 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -344628.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -344646.281250 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -344646.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -344659.312500 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -344659.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -344669.343750 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -344669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -344679.093750 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -344679.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -344687.781250 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -344687.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -344696.531250 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -344696.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -344705.437500 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -344705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -344716.031250 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -344716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -344723.312500 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -344723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -344729.156250 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -344729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -344735.812500 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -344735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -344740.687500 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -344740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -344744.343750 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -344744.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -344748.562500 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -344748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -344751.718750 Penalty: 3983.405762
	Iteration 36Q: 3 clusters Score -344751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -344756.593750 Penalty: 3983.405762
	Iteration 37Q: 3 clusters Score -344756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -344759.375000 Penalty: 3983.405762
	Iteration 38Q: 3 clusters Score -344759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -344759.968750 Penalty: 3983.405762
	Iteration 39Q: 3 clusters Score -344760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -344761.156250 Penalty: 3983.405762
	Iteration 40F: 3 clusters Score -344761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -344762.375000 Penalty: 3983.405762
	Iteration 41Q: 3 clusters Score -344762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -344763.937500 Penalty: 3983.405762
	Iteration 42Q: 3 clusters Score -344763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -344764.656250 Penalty: 3983.405762
	Iteration 43Q: 3 clusters Score -344764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -344765.031250 Penalty: 3983.405762
	Iteration 44Q: 3 clusters Score -344765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -344766.625000 Penalty: 3983.405762
	Iteration 45Q: 3 clusters Score -344766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -344767.906250 Penalty: 3983.405762
	Iteration 46Q: 3 clusters Score -344767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -344767.562500 Penalty: 3983.405762
	Iteration 47Q: 3 clusters Score -344767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -344768.562500 Penalty: 3983.405762
	Iteration 48Q: 3 clusters Score -344768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -344770.718750 Penalty: 3983.405762
	Iteration 49Q: 3 clusters Score -344770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -344772.812500 Penalty: 3983.405762
	Iteration 50Q: 3 clusters Score -344772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -344773.875000 Penalty: 3983.405762
	Iteration 51Q: 3 clusters Score -344773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -344773.562500 Penalty: 3983.405762
	Iteration 52Q: 3 clusters Score -344773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -344776.125000 Penalty: 3983.405762
	Iteration 53Q: 3 clusters Score -344776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -344776.593750 Penalty: 3983.405762
	Iteration 54Q: 3 clusters Score -344776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -344776.593750 Penalty: 3983.405762
	Iteration 55F: 3 clusters Score -344776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -54952.312500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -54952.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53397.390625 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -53397.39 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53627.777344 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -53627.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53744.027344 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -53744.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53815.417969 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -53815.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53888.531250 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -53888.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53937.691406 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -53937.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53988.703125 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -53988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54024.832031 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -54024.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54072.703125 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -54072.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54131.160156 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -54131.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54157.136719 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -54157.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54180.628906 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -54180.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54212.292969 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -54212.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54232.167969 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -54232.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54264.597656 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -54264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54276.992188 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -54276.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54299.113281 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -54299.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54326.265625 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -54326.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54348.281250 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -54348.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54372.554688 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -54372.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54429.343750 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -54429.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54526.636719 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -54526.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54603.335938 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -54603.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54682.226562 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -54682.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54735.472656 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -54735.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54763.550781 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -54763.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54793.789062 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -54793.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54819.234375 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -54819.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54831.660156 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -54831.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54848.414062 Penalty: 3143.942627
	Iteration 29Q: 3 clusters Score -54848.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54877.382812 Penalty: 3143.942627
	Iteration 30Q: 3 clusters Score -54877.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54889.390625 Penalty: 3143.942627
	Iteration 31Q: 3 clusters Score -54889.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54904.609375 Penalty: 3143.942627
	Iteration 32Q: 3 clusters Score -54904.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54940.183594 Penalty: 3143.942627
	Iteration 33Q: 3 clusters Score -54940.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54978.476562 Penalty: 3143.942627
	Iteration 34Q: 3 clusters Score -54978.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55070.460938 Penalty: 3143.942627
	Iteration 35Q: 3 clusters Score -55070.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55222.246094 Penalty: 3143.942627
	Iteration 36Q: 3 clusters Score -55222.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55222.246094 Penalty: 3143.942627
	Iteration 37F: 3 clusters Score -55222.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 311 members 
Entering Unmasked Estep 
Score: -110914432.000000 Penalty: 150896.156250
Splitting cluster 28 changes total score from -110915960.000000 to -110914432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -475368.125000 Penalty: 2097.287842
	Iteration 0F: 2 clusters Score -475368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -471085.906250 Penalty: 4194.575684
	Iteration 0F: 3 clusters Score -471085.9 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -472235.187500 Penalty: 4194.575684
	Iteration 1F: 3 clusters Score -472235.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -472545.687500 Penalty: 4194.575684
	Iteration 2F: 3 clusters Score -472545.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -472833.906250 Penalty: 4194.575684
	Iteration 3F: 3 clusters Score -472833.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -473192.031250 Penalty: 4194.575684
	Iteration 4F: 3 clusters Score -473192 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -473659.625000 Penalty: 4194.575684
	Iteration 5F: 3 clusters Score -473659.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -474073.593750 Penalty: 4194.575684
	Iteration 6F: 3 clusters Score -474073.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -474331.781250 Penalty: 4194.575684
	Iteration 7Q: 3 clusters Score -474331.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -474571.312500 Penalty: 4194.575684
	Iteration 8Q: 3 clusters Score -474571.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -474768.968750 Penalty: 4194.575684
	Iteration 9Q: 3 clusters Score -474769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -474900.875000 Penalty: 4194.575684
	Iteration 10Q: 3 clusters Score -474900.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -474984.937500 Penalty: 4194.575684
	Iteration 11Q: 3 clusters Score -474984.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -475042.968750 Penalty: 4194.575684
	Iteration 12Q: 3 clusters Score -475043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -475095.625000 Penalty: 4194.575684
	Iteration 13Q: 3 clusters Score -475095.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -475134.375000 Penalty: 4194.575684
	Iteration 14Q: 3 clusters Score -475134.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -475158.500000 Penalty: 4194.575684
	Iteration 15Q: 3 clusters Score -475158.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -475183.375000 Penalty: 4194.575684
	Iteration 16Q: 3 clusters Score -475183.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -475202.906250 Penalty: 4194.575684
	Iteration 17Q: 3 clusters Score -475202.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -475224.375000 Penalty: 4194.575684
	Iteration 18Q: 3 clusters Score -475224.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -475246.937500 Penalty: 4194.575684
	Iteration 19Q: 3 clusters Score -475246.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -475275.843750 Penalty: 4194.575684
	Iteration 20F: 3 clusters Score -475275.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -475305.031250 Penalty: 4194.575684
	Iteration 21Q: 3 clusters Score -475305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -475332.968750 Penalty: 4194.575684
	Iteration 22Q: 3 clusters Score -475333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -475372.343750 Penalty: 4194.575684
	Iteration 23Q: 3 clusters Score -475372.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -475419.187500 Penalty: 4194.575684
	Iteration 24Q: 3 clusters Score -475419.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -475458.156250 Penalty: 4194.575684
	Iteration 25Q: 3 clusters Score -475458.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -475494.750000 Penalty: 4194.575684
	Iteration 26Q: 3 clusters Score -475494.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -475535.000000 Penalty: 4194.575684
	Iteration 27Q: 3 clusters Score -475535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -475565.093750 Penalty: 4194.575684
	Iteration 28Q: 3 clusters Score -475565.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -475589.437500 Penalty: 4194.575684
	Iteration 29Q: 3 clusters Score -475589.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -475602.968750 Penalty: 4194.575684
	Iteration 30Q: 3 clusters Score -475603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -475616.843750 Penalty: 4194.575684
	Iteration 31Q: 3 clusters Score -475616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -475630.781250 Penalty: 4194.575684
	Iteration 32Q: 3 clusters Score -475630.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -475645.781250 Penalty: 4194.575684
	Iteration 33Q: 3 clusters Score -475645.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -475660.625000 Penalty: 4194.575684
	Iteration 34Q: 3 clusters Score -475660.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -475673.093750 Penalty: 4194.575684
	Iteration 35Q: 3 clusters Score -475673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -475679.906250 Penalty: 4194.575684
	Iteration 36Q: 3 clusters Score -475679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -475687.687500 Penalty: 4194.575684
	Iteration 37Q: 3 clusters Score -475687.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -475696.812500 Penalty: 4194.575684
	Iteration 38Q: 3 clusters Score -475696.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -475708.875000 Penalty: 4194.575684
	Iteration 39Q: 3 clusters Score -475708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -475720.218750 Penalty: 4194.575684
	Iteration 40F: 3 clusters Score -475720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -475729.000000 Penalty: 4194.575684
	Iteration 41Q: 3 clusters Score -475729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -475751.750000 Penalty: 4194.575684
	Iteration 42Q: 3 clusters Score -475751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -475776.937500 Penalty: 4194.575684
	Iteration 43Q: 3 clusters Score -475776.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -475812.937500 Penalty: 4194.575684
	Iteration 44Q: 3 clusters Score -475812.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -475856.250000 Penalty: 4194.575684
	Iteration 45Q: 3 clusters Score -475856.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -475888.750000 Penalty: 4194.575684
	Iteration 46Q: 3 clusters Score -475888.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -475928.281250 Penalty: 4194.575684
	Iteration 47Q: 3 clusters Score -475928.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -475959.062500 Penalty: 4194.575684
	Iteration 48Q: 3 clusters Score -475959.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -475970.687500 Penalty: 4194.575684
	Iteration 49Q: 3 clusters Score -475970.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -475977.281250 Penalty: 4194.575684
	Iteration 50Q: 3 clusters Score -475977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -475980.500000 Penalty: 4194.575684
	Iteration 51Q: 3 clusters Score -475980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -475980.531250 Penalty: 4194.575684
	Iteration 52Q: 3 clusters Score -475980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -475986.906250 Penalty: 4194.575684
	Iteration 53Q: 3 clusters Score -475986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -475993.625000 Penalty: 4194.575684
	Iteration 54Q: 3 clusters Score -475993.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -475999.625000 Penalty: 4194.575684
	Iteration 55Q: 3 clusters Score -475999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -476002.937500 Penalty: 4194.575684
	Iteration 56Q: 3 clusters Score -476002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -476004.156250 Penalty: 4194.575684
	Iteration 57Q: 3 clusters Score -476004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -476008.812500 Penalty: 4194.575684
	Iteration 58Q: 3 clusters Score -476008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -476010.281250 Penalty: 4194.575684
	Iteration 59Q: 3 clusters Score -476010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -476011.093750 Penalty: 4194.575684
	Iteration 60F: 3 clusters Score -476011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -476010.750000 Penalty: 4194.575684
	Iteration 61Q: 3 clusters Score -476010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -476011.843750 Penalty: 4194.575684
	Iteration 62Q: 3 clusters Score -476011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -476011.843750 Penalty: 4194.575684
	Iteration 63F: 3 clusters Score -476011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 1055 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 3652 members 
Entering Unmasked Estep 
Score: -110915192.000000 Penalty: 150896.156250
Splitting cluster 29 changes total score from -110915960.000000 to -110915192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (8769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Entering Unmasked Estep 
Score: -1017062.437500 Penalty: 2251.586426
	Iteration 0F: 2 clusters Score -1017062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1010166.062500 Penalty: 4503.172852
	Iteration 0F: 3 clusters Score -1010166 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1012090.687500 Penalty: 4503.172852
	Iteration 1F: 3 clusters Score -1012091 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1012312.187500 Penalty: 4503.172852
	Iteration 2F: 3 clusters Score -1012312 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1012472.812500 Penalty: 4503.172852
	Iteration 3Q: 3 clusters Score -1012473 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1012583.000000 Penalty: 4503.172852
	Iteration 4Q: 3 clusters Score -1012583 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1012663.875000 Penalty: 4503.172852
	Iteration 5Q: 3 clusters Score -1012664 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1012738.750000 Penalty: 4503.172852
	Iteration 6Q: 3 clusters Score -1012739 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1012816.437500 Penalty: 4503.172852
	Iteration 7Q: 3 clusters Score -1012816 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1012898.625000 Penalty: 4503.172852
	Iteration 8Q: 3 clusters Score -1012899 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1013002.437500 Penalty: 4503.172852
	Iteration 9Q: 3 clusters Score -1013002 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1013128.937500 Penalty: 4503.172852
	Iteration 10Q: 3 clusters Score -1013129 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1013274.875000 Penalty: 4503.172852
	Iteration 11Q: 3 clusters Score -1013275 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1013448.250000 Penalty: 4503.172852
	Iteration 12Q: 3 clusters Score -1013448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1013613.875000 Penalty: 4503.172852
	Iteration 13Q: 3 clusters Score -1013614 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1013790.500000 Penalty: 4503.172852
	Iteration 14Q: 3 clusters Score -1013790 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1013980.062500 Penalty: 4503.172852
	Iteration 15Q: 3 clusters Score -1013980 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1014198.812500 Penalty: 4503.172852
	Iteration 16Q: 3 clusters Score -1014199 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1014420.625000 Penalty: 4503.172852
	Iteration 17Q: 3 clusters Score -1014421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1014612.187500 Penalty: 4503.172852
	Iteration 18Q: 3 clusters Score -1014612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1014744.687500 Penalty: 4503.172852
	Iteration 19Q: 3 clusters Score -1014745 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1014843.562500 Penalty: 4503.172852
	Iteration 20F: 3 clusters Score -1014844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1014908.125000 Penalty: 4503.172852
	Iteration 21Q: 3 clusters Score -1014908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1014950.937500 Penalty: 4503.172852
	Iteration 22Q: 3 clusters Score -1014951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1014984.437500 Penalty: 4503.172852
	Iteration 23Q: 3 clusters Score -1014984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1015001.375000 Penalty: 4503.172852
	Iteration 24Q: 3 clusters Score -1015001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1015016.812500 Penalty: 4503.172852
	Iteration 25Q: 3 clusters Score -1015017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1015024.562500 Penalty: 4503.172852
	Iteration 26Q: 3 clusters Score -1015025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1015028.937500 Penalty: 4503.172852
	Iteration 27Q: 3 clusters Score -1015029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1015030.687500 Penalty: 4503.172852
	Iteration 28Q: 3 clusters Score -1015031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1015032.500000 Penalty: 4503.172852
	Iteration 29Q: 3 clusters Score -1015032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1015035.687500 Penalty: 4503.172852
	Iteration 30Q: 3 clusters Score -1015036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1015035.687500 Penalty: 4503.172852
	Iteration 31F: 3 clusters Score -1015036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47086.335938 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -47086.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45561.167969 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -45561.17 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46093.781250 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -46093.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46473.906250 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -46473.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46643.109375 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -46643.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46728.089844 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -46728.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46806.750000 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -46806.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46886.773438 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -46886.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46953.898438 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -46953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -46995.746094 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -46995.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47029.835938 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -47029.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47049.433594 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -47049.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47051.062500 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -47051.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47051.062500 Penalty: 3132.417725
	Iteration 12F: 3 clusters Score -47051.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -53886.933594 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -53886.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52349.468750 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -52349.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52738.292969 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -52738.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53154.687500 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -53154.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53462.636719 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -53462.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53684.656250 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -53684.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -54210.000000 Penalty: 3176.993408
	Iteration 5F: 3 clusters Score -54210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -54331.875000 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -54331.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -54368.132812 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -54368.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -54402.656250 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -54402.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -54421.273438 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -54421.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -54435.453125 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -54435.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -54449.863281 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -54449.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -54449.863281 Penalty: 3176.993408
	Iteration 12F: 3 clusters Score -54449.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 98 members 
Entering Unmasked Estep 
Score: -110914752.000000 Penalty: 150896.156250
Splitting cluster 32 changes total score from -110915960.000000 to -110914752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -705312.437500 Penalty: 2171.070801
	Iteration 0F: 2 clusters Score -705312.4 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 3142 members 
Entering Unmasked Estep 
Score: -699910.125000 Penalty: 4342.141602
	Iteration 0F: 3 clusters Score -699910.1 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -701419.437500 Penalty: 4342.141602
	Iteration 1F: 3 clusters Score -701419.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -701973.187500 Penalty: 4342.141602
	Iteration 2F: 3 clusters Score -701973.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -702411.562500 Penalty: 4342.141602
	Iteration 3F: 3 clusters Score -702411.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -702692.437500 Penalty: 4342.141602
	Iteration 4F: 3 clusters Score -702692.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -702971.312500 Penalty: 4342.141602
	Iteration 5F: 3 clusters Score -702971.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -703255.812500 Penalty: 4342.141602
	Iteration 6F: 3 clusters Score -703255.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -703560.750000 Penalty: 4342.141602
	Iteration 7F: 3 clusters Score -703560.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -703829.000000 Penalty: 4342.141602
	Iteration 8Q: 3 clusters Score -703829 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -704024.062500 Penalty: 4342.141602
	Iteration 9Q: 3 clusters Score -704024.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -704181.937500 Penalty: 4342.141602
	Iteration 10Q: 3 clusters Score -704181.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -704309.375000 Penalty: 4342.141602
	Iteration 11Q: 3 clusters Score -704309.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -704418.250000 Penalty: 4342.141602
	Iteration 12Q: 3 clusters Score -704418.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -704494.375000 Penalty: 4342.141602
	Iteration 13Q: 3 clusters Score -704494.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -704537.750000 Penalty: 4342.141602
	Iteration 14Q: 3 clusters Score -704537.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -704571.750000 Penalty: 4342.141602
	Iteration 15Q: 3 clusters Score -704571.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -704596.875000 Penalty: 4342.141602
	Iteration 16Q: 3 clusters Score -704596.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -704613.750000 Penalty: 4342.141602
	Iteration 17Q: 3 clusters Score -704613.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -704624.625000 Penalty: 4342.141602
	Iteration 18Q: 3 clusters Score -704624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -704630.687500 Penalty: 4342.141602
	Iteration 19Q: 3 clusters Score -704630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -704637.062500 Penalty: 4342.141602
	Iteration 20F: 3 clusters Score -704637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -704639.875000 Penalty: 4342.141602
	Iteration 21Q: 3 clusters Score -704639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -704640.562500 Penalty: 4342.141602
	Iteration 22Q: 3 clusters Score -704640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -704641.687500 Penalty: 4342.141602
	Iteration 23Q: 3 clusters Score -704641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -704641.687500 Penalty: 4342.141602
	Iteration 24F: 3 clusters Score -704641.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -795742.437500 Penalty: 2203.280273
	Iteration 0F: 2 clusters Score -795742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -789845.875000 Penalty: 4406.560547
	Iteration 0F: 3 clusters Score -789845.9 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -791404.375000 Penalty: 4406.560547
	Iteration 1F: 3 clusters Score -791404.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -791740.500000 Penalty: 4406.560547
	Iteration 2F: 3 clusters Score -791740.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -792029.375000 Penalty: 4406.560547
	Iteration 3F: 3 clusters Score -792029.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -792375.875000 Penalty: 4406.560547
	Iteration 4F: 3 clusters Score -792375.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -792771.812500 Penalty: 4406.560547
	Iteration 5F: 3 clusters Score -792771.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -793179.437500 Penalty: 4406.560547
	Iteration 6F: 3 clusters Score -793179.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -793495.187500 Penalty: 4406.560547
	Iteration 7F: 3 clusters Score -793495.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -793752.562500 Penalty: 4406.560547
	Iteration 8Q: 3 clusters Score -793752.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -793938.250000 Penalty: 4406.560547
	Iteration 9Q: 3 clusters Score -793938.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -794120.125000 Penalty: 4406.560547
	Iteration 10Q: 3 clusters Score -794120.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -794279.562500 Penalty: 4406.560547
	Iteration 11Q: 3 clusters Score -794279.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -794479.687500 Penalty: 4406.560547
	Iteration 12Q: 3 clusters Score -794479.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -794666.875000 Penalty: 4406.560547
	Iteration 13Q: 3 clusters Score -794666.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -794780.812500 Penalty: 4406.560547
	Iteration 14Q: 3 clusters Score -794780.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -794859.937500 Penalty: 4406.560547
	Iteration 15Q: 3 clusters Score -794859.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -794916.562500 Penalty: 4406.560547
	Iteration 16Q: 3 clusters Score -794916.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -794965.500000 Penalty: 4406.560547
	Iteration 17Q: 3 clusters Score -794965.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -795017.250000 Penalty: 4406.560547
	Iteration 18Q: 3 clusters Score -795017.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -795073.437500 Penalty: 4406.560547
	Iteration 19Q: 3 clusters Score -795073.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -795142.437500 Penalty: 4406.560547
	Iteration 20F: 3 clusters Score -795142.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -795225.875000 Penalty: 4406.560547
	Iteration 21Q: 3 clusters Score -795225.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -795331.000000 Penalty: 4406.560547
	Iteration 22Q: 3 clusters Score -795331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -795414.875000 Penalty: 4406.560547
	Iteration 23Q: 3 clusters Score -795414.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -795486.000000 Penalty: 4406.560547
	Iteration 24Q: 3 clusters Score -795486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -795542.187500 Penalty: 4406.560547
	Iteration 25Q: 3 clusters Score -795542.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -795580.812500 Penalty: 4406.560547
	Iteration 26Q: 3 clusters Score -795580.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -795601.187500 Penalty: 4406.560547
	Iteration 27Q: 3 clusters Score -795601.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -795613.000000 Penalty: 4406.560547
	Iteration 28Q: 3 clusters Score -795613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -795620.250000 Penalty: 4406.560547
	Iteration 29Q: 3 clusters Score -795620.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -795624.625000 Penalty: 4406.560547
	Iteration 30Q: 3 clusters Score -795624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -795629.250000 Penalty: 4406.560547
	Iteration 31Q: 3 clusters Score -795629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -795634.187500 Penalty: 4406.560547
	Iteration 32Q: 3 clusters Score -795634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -795636.312500 Penalty: 4406.560547
	Iteration 33Q: 3 clusters Score -795636.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -795636.437500 Penalty: 4406.560547
	Iteration 34Q: 3 clusters Score -795636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -795638.562500 Penalty: 4406.560547
	Iteration 35Q: 3 clusters Score -795638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -795637.687500 Penalty: 4406.560547
	Iteration 36Q: 3 clusters Score -795637.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -795639.750000 Penalty: 4406.560547
	Iteration 37Q: 3 clusters Score -795639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -795639.937500 Penalty: 4406.560547
	Iteration 38Q: 3 clusters Score -795639.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -795642.187500 Penalty: 4406.560547
	Iteration 39Q: 3 clusters Score -795642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -795643.562500 Penalty: 4406.560547
	Iteration 40F: 3 clusters Score -795643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -795645.000000 Penalty: 4406.560547
	Iteration 41Q: 3 clusters Score -795645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -795645.000000 Penalty: 4406.560547
	Iteration 42Q: 3 clusters Score -795645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -795645.687500 Penalty: 4406.560547
	Iteration 43Q: 3 clusters Score -795645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -795647.687500 Penalty: 4406.560547
	Iteration 44Q: 3 clusters Score -795647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -795649.375000 Penalty: 4406.560547
	Iteration 45Q: 3 clusters Score -795649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -795650.687500 Penalty: 4406.560547
	Iteration 46Q: 3 clusters Score -795650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -795650.125000 Penalty: 4406.560547
	Iteration 47Q: 3 clusters Score -795650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -795650.125000 Penalty: 4406.560547
	Iteration 48F: 3 clusters Score -795650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13004.039062 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12011.206055 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -12011.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12084.282227 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -12084.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12092.116211 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -12092.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12092.116211 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -12092.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -746143.375000 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -746143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -740559.062500 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -740559.1 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -742101.562500 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -742101.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -742365.437500 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -742365.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -742569.812500 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -742569.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -742803.187500 Penalty: 4371.907715
	Iteration 4F: 3 clusters Score -742803.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -743031.187500 Penalty: 4371.907715
	Iteration 5Q: 3 clusters Score -743031.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -743315.437500 Penalty: 4371.907715
	Iteration 6F: 3 clusters Score -743315.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -743633.625000 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -743633.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -743961.562500 Penalty: 4371.907715
	Iteration 8F: 3 clusters Score -743961.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -744282.812500 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -744282.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -744616.000000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -744616 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -744874.687500 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -744874.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -745029.937500 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -745029.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -745107.875000 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -745107.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -745138.125000 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -745138.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -745152.250000 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -745152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -745159.937500 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -745159.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -745166.687500 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -745166.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -745172.625000 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -745172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -745173.375000 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -745173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -745174.312500 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -745174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -745176.000000 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -745176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -745176.000000 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -745176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -745174.937500 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -745174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -745174.937500 Penalty: 4371.907715
	Iteration 24F: 3 clusters Score -745174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -49808.554688 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -49808.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48309.949219 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -48309.95 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48533.488281 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -48533.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48593.980469 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -48593.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48606.792969 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -48606.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48610.148438 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -48610.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48611.910156 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -48611.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48611.910156 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -48611.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -38511.906250 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -38511.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37118.960938 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -37118.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37331.945312 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -37331.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37397.058594 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -37397.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37435.464844 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -37435.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37470.164062 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -37470.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37510.695312 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -37510.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37593.308594 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -37593.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37638.375000 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -37638.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37697.625000 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -37697.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37737.996094 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -37738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37796.441406 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -37796.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37859.734375 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -37859.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37892.726562 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -37892.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37920.359375 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -37920.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37985.488281 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -37985.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38009.917969 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -38009.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38024.925781 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -38024.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38026.511719 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -38026.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38026.511719 Penalty: 3006.482422
	Iteration 18F: 3 clusters Score -38026.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Entering Unmasked Estep 
Score: -2224415.750000 Penalty: 2446.702148
	Iteration 0F: 2 clusters Score -2224416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2210828.750000 Penalty: 4893.404297
	Iteration 0F: 3 clusters Score -2210829 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2215199.750000 Penalty: 4893.404297
	Iteration 1F: 3 clusters Score -2215200 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2215558.000000 Penalty: 4893.404297
	Iteration 2F: 3 clusters Score -2215558 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2215852.750000 Penalty: 4893.404297
	Iteration 3Q: 3 clusters Score -2215853 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2216108.250000 Penalty: 4893.404297
	Iteration 4Q: 3 clusters Score -2216108 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2216321.000000 Penalty: 4893.404297
	Iteration 5Q: 3 clusters Score -2216321 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2216536.250000 Penalty: 4893.404297
	Iteration 6Q: 3 clusters Score -2216536 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2216750.500000 Penalty: 4893.404297
	Iteration 7Q: 3 clusters Score -2216750 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2216969.500000 Penalty: 4893.404297
	Iteration 8Q: 3 clusters Score -2216970 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2217196.000000 Penalty: 4893.404297
	Iteration 9Q: 3 clusters Score -2217196 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2217458.500000 Penalty: 4893.404297
	Iteration 10Q: 3 clusters Score -2217458 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2217759.750000 Penalty: 4893.404297
	Iteration 11Q: 3 clusters Score -2217760 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2218116.000000 Penalty: 4893.404297
	Iteration 12Q: 3 clusters Score -2218116 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2218507.000000 Penalty: 4893.404297
	Iteration 13Q: 3 clusters Score -2218507 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2218965.750000 Penalty: 4893.404297
	Iteration 14Q: 3 clusters Score -2218966 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2219447.750000 Penalty: 4893.404297
	Iteration 15Q: 3 clusters Score -2219448 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2219849.500000 Penalty: 4893.404297
	Iteration 16Q: 3 clusters Score -2219850 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2220116.250000 Penalty: 4893.404297
	Iteration 17Q: 3 clusters Score -2220116 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2220267.500000 Penalty: 4893.404297
	Iteration 18Q: 3 clusters Score -2220268 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2220358.000000 Penalty: 4893.404297
	Iteration 19Q: 3 clusters Score -2220358 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2220410.250000 Penalty: 4893.404297
	Iteration 20F: 3 clusters Score -2220410 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2220472.500000 Penalty: 4893.404297
	Iteration 21Q: 3 clusters Score -2220472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2220507.500000 Penalty: 4893.404297
	Iteration 22Q: 3 clusters Score -2220508 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2220547.500000 Penalty: 4893.404297
	Iteration 23Q: 3 clusters Score -2220548 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2220593.000000 Penalty: 4893.404297
	Iteration 24Q: 3 clusters Score -2220593 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2220638.500000 Penalty: 4893.404297
	Iteration 25Q: 3 clusters Score -2220638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2220673.000000 Penalty: 4893.404297
	Iteration 26Q: 3 clusters Score -2220673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2220705.500000 Penalty: 4893.404297
	Iteration 27Q: 3 clusters Score -2220706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2220746.000000 Penalty: 4893.404297
	Iteration 28Q: 3 clusters Score -2220746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2220766.500000 Penalty: 4893.404297
	Iteration 29Q: 3 clusters Score -2220766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2220804.000000 Penalty: 4893.404297
	Iteration 30Q: 3 clusters Score -2220804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2220812.750000 Penalty: 4893.404297
	Iteration 31Q: 3 clusters Score -2220813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2220828.500000 Penalty: 4893.404297
	Iteration 32Q: 3 clusters Score -2220828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2220851.250000 Penalty: 4893.404297
	Iteration 33Q: 3 clusters Score -2220851 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2220885.000000 Penalty: 4893.404297
	Iteration 34Q: 3 clusters Score -2220885 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2220918.750000 Penalty: 4893.404297
	Iteration 35Q: 3 clusters Score -2220919 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2220947.500000 Penalty: 4893.404297
	Iteration 36Q: 3 clusters Score -2220948 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2220981.500000 Penalty: 4893.404297
	Iteration 37Q: 3 clusters Score -2220982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2221015.250000 Penalty: 4893.404297
	Iteration 38Q: 3 clusters Score -2221015 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2221048.750000 Penalty: 4893.404297
	Iteration 39Q: 3 clusters Score -2221049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2221087.500000 Penalty: 4893.404297
	Iteration 40F: 3 clusters Score -2221088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2221121.500000 Penalty: 4893.404297
	Iteration 41Q: 3 clusters Score -2221122 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2221150.750000 Penalty: 4893.404297
	Iteration 42Q: 3 clusters Score -2221151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2221187.500000 Penalty: 4893.404297
	Iteration 43Q: 3 clusters Score -2221188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2221216.750000 Penalty: 4893.404297
	Iteration 44Q: 3 clusters Score -2221217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2221257.500000 Penalty: 4893.404297
	Iteration 45Q: 3 clusters Score -2221258 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2221292.000000 Penalty: 4893.404297
	Iteration 46Q: 3 clusters Score -2221292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2221326.500000 Penalty: 4893.404297
	Iteration 47Q: 3 clusters Score -2221326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2221358.750000 Penalty: 4893.404297
	Iteration 48Q: 3 clusters Score -2221359 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2221389.000000 Penalty: 4893.404297
	Iteration 49Q: 3 clusters Score -2221389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2221424.750000 Penalty: 4893.404297
	Iteration 50Q: 3 clusters Score -2221425 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2221451.250000 Penalty: 4893.404297
	Iteration 51Q: 3 clusters Score -2221451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2221474.500000 Penalty: 4893.404297
	Iteration 52Q: 3 clusters Score -2221474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2221485.750000 Penalty: 4893.404297
	Iteration 53Q: 3 clusters Score -2221486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2221497.750000 Penalty: 4893.404297
	Iteration 54Q: 3 clusters Score -2221498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2221513.750000 Penalty: 4893.404297
	Iteration 55Q: 3 clusters Score -2221514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2221529.250000 Penalty: 4893.404297
	Iteration 56Q: 3 clusters Score -2221529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2221541.000000 Penalty: 4893.404297
	Iteration 57Q: 3 clusters Score -2221541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2221568.000000 Penalty: 4893.404297
	Iteration 58Q: 3 clusters Score -2221568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2221578.250000 Penalty: 4893.404297
	Iteration 59Q: 3 clusters Score -2221578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2221594.000000 Penalty: 4893.404297
	Iteration 60F: 3 clusters Score -2221594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2221606.250000 Penalty: 4893.404297
	Iteration 61Q: 3 clusters Score -2221606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2221620.000000 Penalty: 4893.404297
	Iteration 62Q: 3 clusters Score -2221620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2221633.500000 Penalty: 4893.404297
	Iteration 63Q: 3 clusters Score -2221634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2221645.500000 Penalty: 4893.404297
	Iteration 64Q: 3 clusters Score -2221646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2221661.750000 Penalty: 4893.404297
	Iteration 65Q: 3 clusters Score -2221662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2221669.000000 Penalty: 4893.404297
	Iteration 66Q: 3 clusters Score -2221669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2221682.250000 Penalty: 4893.404297
	Iteration 67Q: 3 clusters Score -2221682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2221693.750000 Penalty: 4893.404297
	Iteration 68Q: 3 clusters Score -2221694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2221703.250000 Penalty: 4893.404297
	Iteration 69Q: 3 clusters Score -2221703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2221703.000000 Penalty: 4893.404297
	Iteration 70Q: 3 clusters Score -2221703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2221717.750000 Penalty: 4893.404297
	Iteration 71Q: 3 clusters Score -2221718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2221723.750000 Penalty: 4893.404297
	Iteration 72Q: 3 clusters Score -2221724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2221739.250000 Penalty: 4893.404297
	Iteration 73Q: 3 clusters Score -2221739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2221749.000000 Penalty: 4893.404297
	Iteration 74Q: 3 clusters Score -2221749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2221764.750000 Penalty: 4893.404297
	Iteration 75Q: 3 clusters Score -2221765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2221767.250000 Penalty: 4893.404297
	Iteration 76Q: 3 clusters Score -2221767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2221776.000000 Penalty: 4893.404297
	Iteration 77Q: 3 clusters Score -2221776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2221788.250000 Penalty: 4893.404297
	Iteration 78Q: 3 clusters Score -2221788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2221800.000000 Penalty: 4893.404297
	Iteration 79Q: 3 clusters Score -2221800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2221806.250000 Penalty: 4893.404297
	Iteration 80F: 3 clusters Score -2221806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2221801.750000 Penalty: 4893.404297
	Iteration 81Q: 3 clusters Score -2221802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2221808.500000 Penalty: 4893.404297
	Iteration 82Q: 3 clusters Score -2221808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2221819.000000 Penalty: 4893.404297
	Iteration 83Q: 3 clusters Score -2221819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2221821.250000 Penalty: 4893.404297
	Iteration 84Q: 3 clusters Score -2221821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2221830.750000 Penalty: 4893.404297
	Iteration 85Q: 3 clusters Score -2221831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2221844.750000 Penalty: 4893.404297
	Iteration 86Q: 3 clusters Score -2221845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2221853.500000 Penalty: 4893.404297
	Iteration 87Q: 3 clusters Score -2221854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2221859.500000 Penalty: 4893.404297
	Iteration 88Q: 3 clusters Score -2221860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2221865.000000 Penalty: 4893.404297
	Iteration 89Q: 3 clusters Score -2221865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2221865.000000 Penalty: 4893.404297
	Iteration 90Q: 3 clusters Score -2221865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2221871.000000 Penalty: 4893.404297
	Iteration 91Q: 3 clusters Score -2221871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2221877.250000 Penalty: 4893.404297
	Iteration 92Q: 3 clusters Score -2221877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2221879.000000 Penalty: 4893.404297
	Iteration 93Q: 3 clusters Score -2221879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2221878.000000 Penalty: 4893.404297
	Iteration 94Q: 3 clusters Score -2221878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2221886.250000 Penalty: 4893.404297
	Iteration 95Q: 3 clusters Score -2221886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2221890.000000 Penalty: 4893.404297
	Iteration 96Q: 3 clusters Score -2221890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2221888.500000 Penalty: 4893.404297
	Iteration 97Q: 3 clusters Score -2221888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2221887.750000 Penalty: 4893.404297
	Iteration 98Q: 3 clusters Score -2221888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2221891.250000 Penalty: 4893.404297
	Iteration 99Q: 3 clusters Score -2221891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2221897.750000 Penalty: 4893.404297
	Iteration 100F: 3 clusters Score -2221898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2221905.500000 Penalty: 4893.404297
	Iteration 101Q: 3 clusters Score -2221906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2221899.750000 Penalty: 4893.404297
	Iteration 102Q: 3 clusters Score -2221900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2221900.750000 Penalty: 4893.404297
	Iteration 103Q: 3 clusters Score -2221901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2221907.750000 Penalty: 4893.404297
	Iteration 104Q: 3 clusters Score -2221908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2221914.000000 Penalty: 4893.404297
	Iteration 105Q: 3 clusters Score -2221914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2221922.500000 Penalty: 4893.404297
	Iteration 106Q: 3 clusters Score -2221922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2221929.250000 Penalty: 4893.404297
	Iteration 107Q: 3 clusters Score -2221929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2221930.500000 Penalty: 4893.404297
	Iteration 108Q: 3 clusters Score -2221930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2221933.500000 Penalty: 4893.404297
	Iteration 109Q: 3 clusters Score -2221934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2221936.250000 Penalty: 4893.404297
	Iteration 110Q: 3 clusters Score -2221936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2221940.250000 Penalty: 4893.404297
	Iteration 111Q: 3 clusters Score -2221940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2221955.000000 Penalty: 4893.404297
	Iteration 112Q: 3 clusters Score -2221955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2221961.750000 Penalty: 4893.404297
	Iteration 113Q: 3 clusters Score -2221962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2221972.500000 Penalty: 4893.404297
	Iteration 114Q: 3 clusters Score -2221972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2221980.500000 Penalty: 4893.404297
	Iteration 115Q: 3 clusters Score -2221980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2221981.000000 Penalty: 4893.404297
	Iteration 116Q: 3 clusters Score -2221981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2221986.000000 Penalty: 4893.404297
	Iteration 117Q: 3 clusters Score -2221986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2221987.750000 Penalty: 4893.404297
	Iteration 118Q: 3 clusters Score -2221988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2221991.000000 Penalty: 4893.404297
	Iteration 119Q: 3 clusters Score -2221991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2221988.000000 Penalty: 4893.404297
	Iteration 120F: 3 clusters Score -2221988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2221990.500000 Penalty: 4893.404297
	Iteration 121Q: 3 clusters Score -2221990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2221991.250000 Penalty: 4893.404297
	Iteration 122Q: 3 clusters Score -2221991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2221994.250000 Penalty: 4893.404297
	Iteration 123Q: 3 clusters Score -2221994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2221996.500000 Penalty: 4893.404297
	Iteration 124Q: 3 clusters Score -2221996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2221993.250000 Penalty: 4893.404297
	Iteration 125Q: 3 clusters Score -2221993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2221996.500000 Penalty: 4893.404297
	Iteration 126Q: 3 clusters Score -2221996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2221997.250000 Penalty: 4893.404297
	Iteration 127Q: 3 clusters Score -2221997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2221999.000000 Penalty: 4893.404297
	Iteration 128Q: 3 clusters Score -2221999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2221997.500000 Penalty: 4893.404297
	Iteration 129Q: 3 clusters Score -2221998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2222004.000000 Penalty: 4893.404297
	Iteration 130Q: 3 clusters Score -2222004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2222003.000000 Penalty: 4893.404297
	Iteration 131Q: 3 clusters Score -2222003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2222002.500000 Penalty: 4893.404297
	Iteration 132Q: 3 clusters Score -2222002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2222003.750000 Penalty: 4893.404297
	Iteration 133Q: 3 clusters Score -2222004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2222004.000000 Penalty: 4893.404297
	Iteration 134Q: 3 clusters Score -2222004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2222002.250000 Penalty: 4893.404297
	Iteration 135Q: 3 clusters Score -2222002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2222001.250000 Penalty: 4893.404297
	Iteration 136Q: 3 clusters Score -2222001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2221999.500000 Penalty: 4893.404297
	Iteration 137Q: 3 clusters Score -2222000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2222000.500000 Penalty: 4893.404297
	Iteration 138Q: 3 clusters Score -2222000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2222004.000000 Penalty: 4893.404297
	Iteration 139Q: 3 clusters Score -2222004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2222004.000000 Penalty: 4893.404297
	Iteration 140F: 3 clusters Score -2222004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (346400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346400 members 
Entering Unmasked Estep 
Score: -38958012.000000 Penalty: 3163.326660
	Iteration 0F: 2 clusters Score -3.895801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172894 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -38757884.000000 Penalty: 6326.653320
	Iteration 0F: 3 clusters Score -3.875788e+07 nChanged 167860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163760 members 
Mstep: Class 2 contains 182640 members 
Entering Unmasked Estep 
Score: -38858632.000000 Penalty: 6326.653320
	Iteration 1F: 3 clusters Score -3.885863e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158337 members 
Mstep: Class 2 contains 188063 members 
Entering Unmasked Estep 
Score: -38861092.000000 Penalty: 6326.653320
	Iteration 2Q: 3 clusters Score -3.886109e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 196487 members 
Entering Unmasked Estep 
Score: -38864820.000000 Penalty: 6326.653320
	Iteration 3Q: 3 clusters Score -3.886482e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137357 members 
Mstep: Class 2 contains 209043 members 
Entering Unmasked Estep 
Score: -38870916.000000 Penalty: 6326.653320
	Iteration 4Q: 3 clusters Score -3.887092e+07 nChanged 19651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 226986 members 
Entering Unmasked Estep 
Score: -38880516.000000 Penalty: 6326.653320
	Iteration 5F: 3 clusters Score -3.888052e+07 nChanged 24792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 251024 members 
Entering Unmasked Estep 
Score: -38896640.000000 Penalty: 6326.653320
	Iteration 6F: 3 clusters Score -3.889664e+07 nChanged 28421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 279257 members 
Entering Unmasked Estep 
Score: -38920292.000000 Penalty: 6326.653320
	Iteration 7F: 3 clusters Score -3.892029e+07 nChanged 27372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 306597 members 
Entering Unmasked Estep 
Score: -38937008.000000 Penalty: 6326.653320
	Iteration 8F: 3 clusters Score -3.893701e+07 nChanged 18422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 324993 members 
Entering Unmasked Estep 
Score: -38945204.000000 Penalty: 6326.653320
	Iteration 9F: 3 clusters Score -3.89452e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 335226 members 
Entering Unmasked Estep 
Score: -38950372.000000 Penalty: 6326.653320
	Iteration 10Q: 3 clusters Score -3.895037e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 340303 members 
Entering Unmasked Estep 
Score: -38952808.000000 Penalty: 6326.653320
	Iteration 11Q: 3 clusters Score -3.895281e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 342716 members 
Entering Unmasked Estep 
Score: -38954116.000000 Penalty: 6326.653320
	Iteration 12Q: 3 clusters Score -3.895412e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 343940 members 
Entering Unmasked Estep 
Score: -38954648.000000 Penalty: 6326.653320
	Iteration 13Q: 3 clusters Score -3.895465e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 344571 members 
Entering Unmasked Estep 
Score: -38954984.000000 Penalty: 6326.653320
	Iteration 14Q: 3 clusters Score -3.895498e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 344940 members 
Entering Unmasked Estep 
Score: -38954996.000000 Penalty: 6326.653320
	Iteration 15Q: 3 clusters Score -3.8955e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 345165 members 
Entering Unmasked Estep 
Score: -38955160.000000 Penalty: 6326.653320
	Iteration 16Q: 3 clusters Score -3.895516e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 345315 members 
Entering Unmasked Estep 
Score: -38955200.000000 Penalty: 6326.653320
	Iteration 17Q: 3 clusters Score -3.89552e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 345399 members 
Entering Unmasked Estep 
Score: -38955292.000000 Penalty: 6326.653320
	Iteration 18Q: 3 clusters Score -3.895529e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 345464 members 
Entering Unmasked Estep 
Score: -38955312.000000 Penalty: 6326.653320
	Iteration 19Q: 3 clusters Score -3.895531e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 345517 members 
Entering Unmasked Estep 
Score: -38955360.000000 Penalty: 6326.653320
	Iteration 20F: 3 clusters Score -3.895536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 345560 members 
Entering Unmasked Estep 
Score: -38955348.000000 Penalty: 6326.653320
	Iteration 21Q: 3 clusters Score -3.895535e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 345596 members 
Entering Unmasked Estep 
Score: -38955348.000000 Penalty: 6326.653320
	Iteration 22Q: 3 clusters Score -3.895535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 345618 members 
Entering Unmasked Estep 
Score: -38955376.000000 Penalty: 6326.653320
	Iteration 23Q: 3 clusters Score -3.895538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 345642 members 
Entering Unmasked Estep 
Score: -38955368.000000 Penalty: 6326.653320
	Iteration 24Q: 3 clusters Score -3.895537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 345660 members 
Entering Unmasked Estep 
Score: -38955400.000000 Penalty: 6326.653320
	Iteration 25Q: 3 clusters Score -3.89554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 345670 members 
Entering Unmasked Estep 
Score: -38955396.000000 Penalty: 6326.653320
	Iteration 26Q: 3 clusters Score -3.89554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 345671 members 
Entering Unmasked Estep 
Score: -38955400.000000 Penalty: 6326.653320
	Iteration 27Q: 3 clusters Score -3.89554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 345679 members 
Entering Unmasked Estep 
Score: -38955392.000000 Penalty: 6326.653320
	Iteration 28Q: 3 clusters Score -3.895539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 345691 members 
Entering Unmasked Estep 
Score: -38955396.000000 Penalty: 6326.653320
	Iteration 29Q: 3 clusters Score -3.89554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 345703 members 
Entering Unmasked Estep 
Score: -38955376.000000 Penalty: 6326.653320
	Iteration 30Q: 3 clusters Score -3.895538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 345708 members 
Entering Unmasked Estep 
Score: -38955404.000000 Penalty: 6326.653320
	Iteration 31Q: 3 clusters Score -3.89554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 345707 members 
Entering Unmasked Estep 
Score: -38955408.000000 Penalty: 6326.653320
	Iteration 32Q: 3 clusters Score -3.895541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 345713 members 
Entering Unmasked Estep 
Score: -38955412.000000 Penalty: 6326.653320
	Iteration 33Q: 3 clusters Score -3.895541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 345715 members 
Entering Unmasked Estep 
Score: -38955396.000000 Penalty: 6326.653320
	Iteration 34Q: 3 clusters Score -3.89554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 345719 members 
Entering Unmasked Estep 
Score: -38955392.000000 Penalty: 6326.653320
	Iteration 35Q: 3 clusters Score -3.895539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 345720 members 
Entering Unmasked Estep 
Score: -38955416.000000 Penalty: 6326.653320
	Iteration 36Q: 3 clusters Score -3.895542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 345721 members 
Entering Unmasked Estep 
Score: -38955396.000000 Penalty: 6326.653320
	Iteration 37Q: 3 clusters Score -3.89554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 345721 members 
Entering Unmasked Estep 
Score: -38955396.000000 Penalty: 6326.653320
	Iteration 38F: 3 clusters Score -3.89554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34504.710938 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34504.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33119.195312 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33119.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33310.957031 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33310.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33356.542969 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -33356.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33370.539062 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -33370.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33388.722656 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33388.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33393.371094 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33393.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33402.425781 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -33402.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33403.515625 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -33403.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33411.328125 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -33411.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33413.265625 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -33413.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33417.296875 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -33417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33417.296875 Penalty: 2961.745850
	Iteration 11F: 3 clusters Score -33417.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44280.820312 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44280.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42797.953125 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -42797.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43022.921875 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -43022.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43098.542969 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -43098.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43127.648438 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43127.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43136.574219 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43136.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43140.847656 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43140.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43149.800781 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43152.226562 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -43152.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43152.226562 Penalty: 3044.312744
	Iteration 8F: 3 clusters Score -43152.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Entering Unmasked Estep 
Score: -1541679.250000 Penalty: 2356.894531
	Iteration 0F: 2 clusters Score -1541679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1531825.750000 Penalty: 4713.789062
	Iteration 0F: 3 clusters Score -1531826 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1534766.125000 Penalty: 4713.789062
	Iteration 1F: 3 clusters Score -1534766 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1535052.500000 Penalty: 4713.789062
	Iteration 2F: 3 clusters Score -1535052 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1535278.375000 Penalty: 4713.789062
	Iteration 3Q: 3 clusters Score -1535278 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1535462.125000 Penalty: 4713.789062
	Iteration 4Q: 3 clusters Score -1535462 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1535613.125000 Penalty: 4713.789062
	Iteration 5Q: 3 clusters Score -1535613 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1535763.875000 Penalty: 4713.789062
	Iteration 6Q: 3 clusters Score -1535764 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1535960.875000 Penalty: 4713.789062
	Iteration 7Q: 3 clusters Score -1535961 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1536172.875000 Penalty: 4713.789062
	Iteration 8Q: 3 clusters Score -1536173 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1536399.000000 Penalty: 4713.789062
	Iteration 9Q: 3 clusters Score -1536399 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1536681.875000 Penalty: 4713.789062
	Iteration 10Q: 3 clusters Score -1536682 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1537035.750000 Penalty: 4713.789062
	Iteration 11Q: 3 clusters Score -1537036 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1537443.750000 Penalty: 4713.789062
	Iteration 12Q: 3 clusters Score -1537444 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1537970.750000 Penalty: 4713.789062
	Iteration 13Q: 3 clusters Score -1537971 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1538425.625000 Penalty: 4713.789062
	Iteration 14Q: 3 clusters Score -1538426 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1538725.250000 Penalty: 4713.789062
	Iteration 15Q: 3 clusters Score -1538725 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1538891.625000 Penalty: 4713.789062
	Iteration 16Q: 3 clusters Score -1538892 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1538997.875000 Penalty: 4713.789062
	Iteration 17Q: 3 clusters Score -1538998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1539068.125000 Penalty: 4713.789062
	Iteration 18Q: 3 clusters Score -1539068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1539122.000000 Penalty: 4713.789062
	Iteration 19Q: 3 clusters Score -1539122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1539193.375000 Penalty: 4713.789062
	Iteration 20F: 3 clusters Score -1539193 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1539245.125000 Penalty: 4713.789062
	Iteration 21Q: 3 clusters Score -1539245 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1539299.625000 Penalty: 4713.789062
	Iteration 22Q: 3 clusters Score -1539300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1539342.625000 Penalty: 4713.789062
	Iteration 23Q: 3 clusters Score -1539343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1539379.875000 Penalty: 4713.789062
	Iteration 24Q: 3 clusters Score -1539380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1539412.750000 Penalty: 4713.789062
	Iteration 25Q: 3 clusters Score -1539413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1539440.375000 Penalty: 4713.789062
	Iteration 26Q: 3 clusters Score -1539440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1539464.750000 Penalty: 4713.789062
	Iteration 27Q: 3 clusters Score -1539465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1539481.625000 Penalty: 4713.789062
	Iteration 28Q: 3 clusters Score -1539482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1539507.000000 Penalty: 4713.789062
	Iteration 29Q: 3 clusters Score -1539507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1539526.875000 Penalty: 4713.789062
	Iteration 30Q: 3 clusters Score -1539527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1539536.125000 Penalty: 4713.789062
	Iteration 31Q: 3 clusters Score -1539536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1539552.500000 Penalty: 4713.789062
	Iteration 32Q: 3 clusters Score -1539552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1539562.375000 Penalty: 4713.789062
	Iteration 33Q: 3 clusters Score -1539562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1539572.625000 Penalty: 4713.789062
	Iteration 34Q: 3 clusters Score -1539573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1539584.625000 Penalty: 4713.789062
	Iteration 35Q: 3 clusters Score -1539585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1539593.125000 Penalty: 4713.789062
	Iteration 36Q: 3 clusters Score -1539593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1539606.250000 Penalty: 4713.789062
	Iteration 37Q: 3 clusters Score -1539606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1539614.000000 Penalty: 4713.789062
	Iteration 38Q: 3 clusters Score -1539614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1539619.750000 Penalty: 4713.789062
	Iteration 39Q: 3 clusters Score -1539620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1539620.000000 Penalty: 4713.789062
	Iteration 40F: 3 clusters Score -1539620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1539617.625000 Penalty: 4713.789062
	Iteration 41Q: 3 clusters Score -1539618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1539621.250000 Penalty: 4713.789062
	Iteration 42Q: 3 clusters Score -1539621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1539620.000000 Penalty: 4713.789062
	Iteration 43Q: 3 clusters Score -1539620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1539622.500000 Penalty: 4713.789062
	Iteration 44Q: 3 clusters Score -1539622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1539628.125000 Penalty: 4713.789062
	Iteration 45Q: 3 clusters Score -1539628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1539628.500000 Penalty: 4713.789062
	Iteration 46Q: 3 clusters Score -1539628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1539629.125000 Penalty: 4713.789062
	Iteration 47Q: 3 clusters Score -1539629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1539629.125000 Penalty: 4713.789062
	Iteration 48F: 3 clusters Score -1539629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31105 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 49973 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34392 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346400 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916016.000000 Penalty: 147466.703125
Iteration 279Q: 44 clusters Score -1.10916e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43516 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31114 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8266 members 
Mstep: Class 15 contains 96954 members 
Mstep: Class 16 contains 49974 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48751 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34394 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7215 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346406 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915912.000000 Penalty: 147466.703125
Iteration 280F: 44 clusters Score -1.109159e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43516 members 
Mstep: Class 3 contains 23332 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31122 members 
Mstep: Class 10 contains 40373 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8278 members 
Mstep: Class 15 contains 96939 members 
Mstep: Class 16 contains 49975 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5715 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48746 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34398 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 7214 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346405 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915880.000000 Penalty: 147466.703125
Iteration 281Q: 44 clusters Score -1.109159e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43514 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31129 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8289 members 
Mstep: Class 15 contains 96930 members 
Mstep: Class 16 contains 49979 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5714 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48741 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346389 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915872.000000 Penalty: 147466.703125
Iteration 282Q: 44 clusters Score -1.109159e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43513 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31139 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8296 members 
Mstep: Class 15 contains 96927 members 
Mstep: Class 16 contains 49981 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5714 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48733 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346375 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915944.000000 Penalty: 147466.703125
Iteration 283Q: 44 clusters Score -1.109159e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23345 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4210 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31142 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 35994 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8300 members 
Mstep: Class 15 contains 96923 members 
Mstep: Class 16 contains 49984 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48727 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346372 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916016.000000 Penalty: 147466.703125
Iteration 284Q: 44 clusters Score -1.10916e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43511 members 
Mstep: Class 3 contains 23345 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4209 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 31145 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8308 members 
Mstep: Class 15 contains 96917 members 
Mstep: Class 16 contains 49991 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48722 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346366 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915976.000000 Penalty: 147466.703125
Iteration 285Q: 44 clusters Score -1.10916e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43510 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 31145 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8315 members 
Mstep: Class 15 contains 96910 members 
Mstep: Class 16 contains 50003 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48718 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346362 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915952.000000 Penalty: 147466.703125
Iteration 286Q: 44 clusters Score -1.10916e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43510 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 31146 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8321 members 
Mstep: Class 15 contains 96903 members 
Mstep: Class 16 contains 50016 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48709 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346354 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916016.000000 Penalty: 147466.703125
Iteration 287Q: 44 clusters Score -1.10916e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31147 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8326 members 
Mstep: Class 15 contains 96895 members 
Mstep: Class 16 contains 50022 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48698 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19258 members 
Mstep: Class 40 contains 346356 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916048.000000 Penalty: 147466.703125
Iteration 288Q: 44 clusters Score -1.10916e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4198 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31148 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8331 members 
Mstep: Class 15 contains 96894 members 
Mstep: Class 16 contains 50028 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48695 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19258 members 
Mstep: Class 40 contains 346351 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916144.000000 Penalty: 147466.703125
Iteration 289Q: 44 clusters Score -1.109161e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43511 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31149 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8333 members 
Mstep: Class 15 contains 96894 members 
Mstep: Class 16 contains 50031 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48687 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19258 members 
Mstep: Class 40 contains 346355 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916136.000000 Penalty: 147466.703125
Iteration 290Q: 44 clusters Score -1.109161e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4189 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 31152 members 
Mstep: Class 10 contains 40373 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96889 members 
Mstep: Class 16 contains 50037 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48681 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19258 members 
Mstep: Class 40 contains 346361 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916168.000000 Penalty: 147466.703125
Iteration 291Q: 44 clusters Score -1.109162e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43513 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31157 members 
Mstep: Class 10 contains 40372 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96884 members 
Mstep: Class 16 contains 50040 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48665 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19259 members 
Mstep: Class 40 contains 346373 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 292Q: 44 clusters Score -1.109163e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43514 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31162 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96872 members 
Mstep: Class 16 contains 50043 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48655 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19261 members 
Mstep: Class 40 contains 346386 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 147466.703125
Iteration 293Q: 44 clusters Score -1.109163e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43515 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31170 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96858 members 
Mstep: Class 16 contains 50048 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48636 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19261 members 
Mstep: Class 40 contains 346405 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916176.000000 Penalty: 147466.703125
Iteration 294Q: 44 clusters Score -1.109162e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43517 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31172 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96844 members 
Mstep: Class 16 contains 50053 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48618 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19261 members 
Mstep: Class 40 contains 346431 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916208.000000 Penalty: 147466.703125
Iteration 295Q: 44 clusters Score -1.109162e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43517 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4175 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31175 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 35994 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96831 members 
Mstep: Class 16 contains 50061 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48585 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19261 members 
Mstep: Class 40 contains 346460 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916184.000000 Penalty: 147466.703125
Iteration 296Q: 44 clusters Score -1.109162e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43524 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4173 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31181 members 
Mstep: Class 10 contains 40383 members 
Mstep: Class 11 contains 35994 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96819 members 
Mstep: Class 16 contains 50068 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48564 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8771 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19261 members 
Mstep: Class 40 contains 346470 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916168.000000 Penalty: 147466.703125
Iteration 297Q: 44 clusters Score -1.109162e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43533 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31186 members 
Mstep: Class 10 contains 40383 members 
Mstep: Class 11 contains 35994 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96810 members 
Mstep: Class 16 contains 50072 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48547 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8773 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19263 members 
Mstep: Class 40 contains 346474 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916192.000000 Penalty: 147466.703125
Iteration 298Q: 44 clusters Score -1.109162e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43535 members 
Mstep: Class 3 contains 23349 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31193 members 
Mstep: Class 10 contains 40381 members 
Mstep: Class 11 contains 35994 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96800 members 
Mstep: Class 16 contains 50079 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48530 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8776 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19265 members 
Mstep: Class 40 contains 346484 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916240.000000 Penalty: 147466.703125
Iteration 299Q: 44 clusters Score -1.109162e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43539 members 
Mstep: Class 3 contains 23351 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31203 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 35993 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 96794 members 
Mstep: Class 16 contains 50088 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48509 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8777 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19268 members 
Mstep: Class 40 contains 346484 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916216.000000 Penalty: 147466.703125
Iteration 300F: 44 clusters Score -1.109162e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43544 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4159 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31213 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8333 members 
Mstep: Class 15 contains 96784 members 
Mstep: Class 16 contains 50091 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48496 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8778 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 346489 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916288.000000 Penalty: 147466.703125
Iteration 301Q: 44 clusters Score -1.109163e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43555 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31221 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 96769 members 
Mstep: Class 16 contains 50098 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48486 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8778 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19270 members 
Mstep: Class 40 contains 346495 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916224.000000 Penalty: 147466.703125
Iteration 302Q: 44 clusters Score -1.109162e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43563 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31227 members 
Mstep: Class 10 contains 40384 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8337 members 
Mstep: Class 15 contains 96750 members 
Mstep: Class 16 contains 50104 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48466 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8779 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19270 members 
Mstep: Class 40 contains 346512 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916136.000000 Penalty: 147466.703125
Iteration 303Q: 44 clusters Score -1.109161e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43572 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31232 members 
Mstep: Class 10 contains 40381 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12451 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8338 members 
Mstep: Class 15 contains 96740 members 
Mstep: Class 16 contains 50111 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48451 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8780 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19270 members 
Mstep: Class 40 contains 346520 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916120.000000 Penalty: 147466.703125
Iteration 304Q: 44 clusters Score -1.109161e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43578 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12451 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8340 members 
Mstep: Class 15 contains 96732 members 
Mstep: Class 16 contains 50122 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48435 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8783 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6341 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19270 members 
Mstep: Class 40 contains 346511 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916184.000000 Penalty: 147466.703125
Iteration 305Q: 44 clusters Score -1.109162e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 43584 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31246 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8344 members 
Mstep: Class 15 contains 96719 members 
Mstep: Class 16 contains 50129 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48424 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 8785 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6343 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 346512 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916192.000000 Penalty: 147466.703125
Iteration 306Q: 44 clusters Score -1.109162e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 43589 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31252 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96710 members 
Mstep: Class 16 contains 50139 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48414 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19270 members 
Mstep: Class 40 contains 346503 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916216.000000 Penalty: 147466.703125
Iteration 307Q: 44 clusters Score -1.109162e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31263 members 
Mstep: Class 10 contains 40387 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12451 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96702 members 
Mstep: Class 16 contains 50151 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48405 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19270 members 
Mstep: Class 40 contains 346498 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916304.000000 Penalty: 147466.703125
Iteration 308Q: 44 clusters Score -1.109163e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 43592 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31268 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 35990 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96698 members 
Mstep: Class 16 contains 50160 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48396 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19272 members 
Mstep: Class 40 contains 346498 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 309Q: 44 clusters Score -1.109163e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 43597 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31274 members 
Mstep: Class 10 contains 40388 members 
Mstep: Class 11 contains 35990 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96698 members 
Mstep: Class 16 contains 50169 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48393 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19275 members 
Mstep: Class 40 contains 346475 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916328.000000 Penalty: 147466.703125
Iteration 310Q: 44 clusters Score -1.109163e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43603 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31279 members 
Mstep: Class 10 contains 40392 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96698 members 
Mstep: Class 16 contains 50179 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48385 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19276 members 
Mstep: Class 40 contains 346457 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916336.000000 Penalty: 147466.703125
Iteration 311Q: 44 clusters Score -1.109163e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43604 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31285 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96699 members 
Mstep: Class 16 contains 50191 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48377 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19276 members 
Mstep: Class 40 contains 346446 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916368.000000 Penalty: 147466.703125
Iteration 312Q: 44 clusters Score -1.109164e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43608 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31294 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96694 members 
Mstep: Class 16 contains 50199 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48368 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346437 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916360.000000 Penalty: 147466.703125
Iteration 313Q: 44 clusters Score -1.109164e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43614 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31294 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96694 members 
Mstep: Class 16 contains 50205 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48363 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346430 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916336.000000 Penalty: 147466.703125
Iteration 314Q: 44 clusters Score -1.109163e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43618 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31294 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96691 members 
Mstep: Class 16 contains 50211 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48359 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346425 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916312.000000 Penalty: 147466.703125
Iteration 315Q: 44 clusters Score -1.109163e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43621 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31296 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96688 members 
Mstep: Class 16 contains 50219 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48353 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8786 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346423 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916232.000000 Penalty: 147466.703125
Iteration 316Q: 44 clusters Score -1.109162e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43623 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31300 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96686 members 
Mstep: Class 16 contains 50223 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48345 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346422 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 147466.703125
Iteration 317Q: 44 clusters Score -1.109163e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 43628 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31306 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96684 members 
Mstep: Class 16 contains 50227 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48341 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346412 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916272.000000 Penalty: 147466.703125
Iteration 318Q: 44 clusters Score -1.109163e+08 nChanged 23
Entering ConstructFrom: 
Score: -110916272.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (111217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Entering Unmasked Estep 
Score: -12578627.000000 Penalty: 2881.571289
	Iteration 0F: 2 clusters Score -1.257863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -12504581.000000 Penalty: 5763.142578
	Iteration 0F: 3 clusters Score -1.250458e+07 nChanged 52405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -12534257.000000 Penalty: 5763.142578
	Iteration 1F: 3 clusters Score -1.253426e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -12535237.000000 Penalty: 5763.142578
	Iteration 2Q: 3 clusters Score -1.253524e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -12536538.000000 Penalty: 5763.142578
	Iteration 3Q: 3 clusters Score -1.253654e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -12538669.000000 Penalty: 5763.142578
	Iteration 4Q: 3 clusters Score -1.253867e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -12542009.000000 Penalty: 5763.142578
	Iteration 5F: 3 clusters Score -1.254201e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -12546774.000000 Penalty: 5763.142578
	Iteration 6F: 3 clusters Score -1.254677e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -12552500.000000 Penalty: 5763.142578
	Iteration 7F: 3 clusters Score -1.25525e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -12558391.000000 Penalty: 5763.142578
	Iteration 8F: 3 clusters Score -1.255839e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -12562963.000000 Penalty: 5763.142578
	Iteration 9F: 3 clusters Score -1.256296e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -12566472.000000 Penalty: 5763.142578
	Iteration 10Q: 3 clusters Score -1.256647e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -12569306.000000 Penalty: 5763.142578
	Iteration 11Q: 3 clusters Score -1.256931e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104918 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -12571685.000000 Penalty: 5763.142578
	Iteration 12Q: 3 clusters Score -1.257168e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -12573686.000000 Penalty: 5763.142578
	Iteration 13Q: 3 clusters Score -1.257369e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -12574824.000000 Penalty: 5763.142578
	Iteration 14Q: 3 clusters Score -1.257482e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -12575461.000000 Penalty: 5763.142578
	Iteration 15Q: 3 clusters Score -1.257546e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12575779.000000 Penalty: 5763.142578
	Iteration 16Q: 3 clusters Score -1.257578e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12575953.000000 Penalty: 5763.142578
	Iteration 17Q: 3 clusters Score -1.257595e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12576020.000000 Penalty: 5763.142578
	Iteration 18Q: 3 clusters Score -1.257602e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12576102.000000 Penalty: 5763.142578
	Iteration 19Q: 3 clusters Score -1.25761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110564 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12576128.000000 Penalty: 5763.142578
	Iteration 20F: 3 clusters Score -1.257613e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12576152.000000 Penalty: 5763.142578
	Iteration 21Q: 3 clusters Score -1.257615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12576179.000000 Penalty: 5763.142578
	Iteration 22Q: 3 clusters Score -1.257618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12576194.000000 Penalty: 5763.142578
	Iteration 23Q: 3 clusters Score -1.257619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110649 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12576190.000000 Penalty: 5763.142578
	Iteration 24Q: 3 clusters Score -1.257619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12576193.000000 Penalty: 5763.142578
	Iteration 25Q: 3 clusters Score -1.257619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12576191.000000 Penalty: 5763.142578
	Iteration 26Q: 3 clusters Score -1.257619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12576200.000000 Penalty: 5763.142578
	Iteration 27Q: 3 clusters Score -1.25762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12576213.000000 Penalty: 5763.142578
	Iteration 28Q: 3 clusters Score -1.257621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12576219.000000 Penalty: 5763.142578
	Iteration 29Q: 3 clusters Score -1.257622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110684 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12576233.000000 Penalty: 5763.142578
	Iteration 30Q: 3 clusters Score -1.257623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12576225.000000 Penalty: 5763.142578
	Iteration 31Q: 3 clusters Score -1.257622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12576229.000000 Penalty: 5763.142578
	Iteration 32Q: 3 clusters Score -1.257623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12576236.000000 Penalty: 5763.142578
	Iteration 33Q: 3 clusters Score -1.257624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12576237.000000 Penalty: 5763.142578
	Iteration 34Q: 3 clusters Score -1.257624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12576245.000000 Penalty: 5763.142578
	Iteration 35Q: 3 clusters Score -1.257624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12576238.000000 Penalty: 5763.142578
	Iteration 36Q: 3 clusters Score -1.257624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12576235.000000 Penalty: 5763.142578
	Iteration 37Q: 3 clusters Score -1.257624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12576234.000000 Penalty: 5763.142578
	Iteration 38Q: 3 clusters Score -1.257623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12576240.000000 Penalty: 5763.142578
	Iteration 39Q: 3 clusters Score -1.257624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12576239.000000 Penalty: 5763.142578
	Iteration 40F: 3 clusters Score -1.257624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12576249.000000 Penalty: 5763.142578
	Iteration 41Q: 3 clusters Score -1.257625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12576250.000000 Penalty: 5763.142578
	Iteration 42Q: 3 clusters Score -1.257625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12576253.000000 Penalty: 5763.142578
	Iteration 43Q: 3 clusters Score -1.257625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12576255.000000 Penalty: 5763.142578
	Iteration 44Q: 3 clusters Score -1.257626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12576255.000000 Penalty: 5763.142578
	Iteration 45F: 3 clusters Score -1.257626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Entering Unmasked Estep 
Score: -4946494.500000 Penalty: 2649.513672
	Iteration 0F: 2 clusters Score -4946494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4917110.500000 Penalty: 5299.027344
	Iteration 0F: 3 clusters Score -4917110 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4928307.500000 Penalty: 5299.027344
	Iteration 1F: 3 clusters Score -4928308 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4929106.000000 Penalty: 5299.027344
	Iteration 2Q: 3 clusters Score -4929106 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4930076.500000 Penalty: 5299.027344
	Iteration 3F: 3 clusters Score -4930076 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4931204.000000 Penalty: 5299.027344
	Iteration 4F: 3 clusters Score -4931204 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4932584.500000 Penalty: 5299.027344
	Iteration 5F: 3 clusters Score -4932584 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4934166.000000 Penalty: 5299.027344
	Iteration 6F: 3 clusters Score -4934166 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4935962.500000 Penalty: 5299.027344
	Iteration 7F: 3 clusters Score -4935962 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4937755.500000 Penalty: 5299.027344
	Iteration 8F: 3 clusters Score -4937756 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4939420.500000 Penalty: 5299.027344
	Iteration 9F: 3 clusters Score -4939420 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4940651.000000 Penalty: 5299.027344
	Iteration 10Q: 3 clusters Score -4940651 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4941535.500000 Penalty: 5299.027344
	Iteration 11Q: 3 clusters Score -4941536 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -4942060.000000 Penalty: 5299.027344
	Iteration 12Q: 3 clusters Score -4942060 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4942403.500000 Penalty: 5299.027344
	Iteration 13Q: 3 clusters Score -4942404 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -4942694.500000 Penalty: 5299.027344
	Iteration 14Q: 3 clusters Score -4942694 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -4943011.500000 Penalty: 5299.027344
	Iteration 15Q: 3 clusters Score -4943012 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4943321.500000 Penalty: 5299.027344
	Iteration 16Q: 3 clusters Score -4943322 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4943637.000000 Penalty: 5299.027344
	Iteration 17Q: 3 clusters Score -4943637 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4943985.000000 Penalty: 5299.027344
	Iteration 18Q: 3 clusters Score -4943985 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4944276.000000 Penalty: 5299.027344
	Iteration 19Q: 3 clusters Score -4944276 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4944598.000000 Penalty: 5299.027344
	Iteration 20F: 3 clusters Score -4944598 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -4944873.500000 Penalty: 5299.027344
	Iteration 21Q: 3 clusters Score -4944874 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4945061.000000 Penalty: 5299.027344
	Iteration 22Q: 3 clusters Score -4945061 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4945234.000000 Penalty: 5299.027344
	Iteration 23Q: 3 clusters Score -4945234 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4945354.500000 Penalty: 5299.027344
	Iteration 24Q: 3 clusters Score -4945354 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4945450.000000 Penalty: 5299.027344
	Iteration 25Q: 3 clusters Score -4945450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4945488.500000 Penalty: 5299.027344
	Iteration 26Q: 3 clusters Score -4945488 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -4945521.500000 Penalty: 5299.027344
	Iteration 27Q: 3 clusters Score -4945522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4945538.500000 Penalty: 5299.027344
	Iteration 28Q: 3 clusters Score -4945538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -4945567.000000 Penalty: 5299.027344
	Iteration 29Q: 3 clusters Score -4945567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -4945576.500000 Penalty: 5299.027344
	Iteration 30Q: 3 clusters Score -4945576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4945565.500000 Penalty: 5299.027344
	Iteration 31Q: 3 clusters Score -4945566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4945582.500000 Penalty: 5299.027344
	Iteration 32Q: 3 clusters Score -4945582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4945582.000000 Penalty: 5299.027344
	Iteration 33Q: 3 clusters Score -4945582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4945585.500000 Penalty: 5299.027344
	Iteration 34Q: 3 clusters Score -4945586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -4945593.000000 Penalty: 5299.027344
	Iteration 35Q: 3 clusters Score -4945593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4945602.000000 Penalty: 5299.027344
	Iteration 36Q: 3 clusters Score -4945602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4945613.000000 Penalty: 5299.027344
	Iteration 37Q: 3 clusters Score -4945613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4945612.500000 Penalty: 5299.027344
	Iteration 38Q: 3 clusters Score -4945612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4945609.500000 Penalty: 5299.027344
	Iteration 39Q: 3 clusters Score -4945610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4945604.000000 Penalty: 5299.027344
	Iteration 40F: 3 clusters Score -4945604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4945618.000000 Penalty: 5299.027344
	Iteration 41Q: 3 clusters Score -4945618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4945609.500000 Penalty: 5299.027344
	Iteration 42Q: 3 clusters Score -4945610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4945618.500000 Penalty: 5299.027344
	Iteration 43Q: 3 clusters Score -4945618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4945626.500000 Penalty: 5299.027344
	Iteration 44Q: 3 clusters Score -4945626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -4945625.500000 Penalty: 5299.027344
	Iteration 45Q: 3 clusters Score -4945626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4945620.500000 Penalty: 5299.027344
	Iteration 46Q: 3 clusters Score -4945620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4945619.500000 Penalty: 5299.027344
	Iteration 47Q: 3 clusters Score -4945620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4945621.000000 Penalty: 5299.027344
	Iteration 48Q: 3 clusters Score -4945621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4945621.500000 Penalty: 5299.027344
	Iteration 49Q: 3 clusters Score -4945622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4945624.000000 Penalty: 5299.027344
	Iteration 50Q: 3 clusters Score -4945624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4945623.000000 Penalty: 5299.027344
	Iteration 51Q: 3 clusters Score -4945623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4945616.500000 Penalty: 5299.027344
	Iteration 52Q: 3 clusters Score -4945616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4945621.000000 Penalty: 5299.027344
	Iteration 53Q: 3 clusters Score -4945621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4945622.000000 Penalty: 5299.027344
	Iteration 54Q: 3 clusters Score -4945622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4945617.500000 Penalty: 5299.027344
	Iteration 55Q: 3 clusters Score -4945618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4945617.500000 Penalty: 5299.027344
	Iteration 56F: 3 clusters Score -4945618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Entering Unmasked Estep 
Score: -2693409.500000 Penalty: 2494.577637
	Iteration 0F: 2 clusters Score -2693410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2677238.750000 Penalty: 4989.155273
	Iteration 0F: 3 clusters Score -2677239 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2682831.500000 Penalty: 4989.155273
	Iteration 1F: 3 clusters Score -2682832 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2683297.000000 Penalty: 4989.155273
	Iteration 2F: 3 clusters Score -2683297 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2683765.250000 Penalty: 4989.155273
	Iteration 3Q: 3 clusters Score -2683765 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2684198.500000 Penalty: 4989.155273
	Iteration 4Q: 3 clusters Score -2684198 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2684699.750000 Penalty: 4989.155273
	Iteration 5Q: 3 clusters Score -2684700 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2685289.750000 Penalty: 4989.155273
	Iteration 6Q: 3 clusters Score -2685290 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2685917.750000 Penalty: 4989.155273
	Iteration 7Q: 3 clusters Score -2685918 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2686637.500000 Penalty: 4989.155273
	Iteration 8Q: 3 clusters Score -2686638 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2687395.250000 Penalty: 4989.155273
	Iteration 9Q: 3 clusters Score -2687395 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2688066.250000 Penalty: 4989.155273
	Iteration 10Q: 3 clusters Score -2688066 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2688568.250000 Penalty: 4989.155273
	Iteration 11Q: 3 clusters Score -2688568 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2688864.250000 Penalty: 4989.155273
	Iteration 12Q: 3 clusters Score -2688864 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2689021.500000 Penalty: 4989.155273
	Iteration 13Q: 3 clusters Score -2689022 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2689088.750000 Penalty: 4989.155273
	Iteration 14Q: 3 clusters Score -2689089 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2689148.500000 Penalty: 4989.155273
	Iteration 15Q: 3 clusters Score -2689148 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2689194.500000 Penalty: 4989.155273
	Iteration 16Q: 3 clusters Score -2689194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2689207.250000 Penalty: 4989.155273
	Iteration 17Q: 3 clusters Score -2689207 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2689214.000000 Penalty: 4989.155273
	Iteration 18Q: 3 clusters Score -2689214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2689223.250000 Penalty: 4989.155273
	Iteration 19Q: 3 clusters Score -2689223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2689238.500000 Penalty: 4989.155273
	Iteration 20F: 3 clusters Score -2689238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2689244.500000 Penalty: 4989.155273
	Iteration 21Q: 3 clusters Score -2689244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2689254.750000 Penalty: 4989.155273
	Iteration 22Q: 3 clusters Score -2689255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2689276.500000 Penalty: 4989.155273
	Iteration 23Q: 3 clusters Score -2689276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2689277.250000 Penalty: 4989.155273
	Iteration 24Q: 3 clusters Score -2689277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2689295.750000 Penalty: 4989.155273
	Iteration 25Q: 3 clusters Score -2689296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2689299.000000 Penalty: 4989.155273
	Iteration 26Q: 3 clusters Score -2689299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2689303.250000 Penalty: 4989.155273
	Iteration 27Q: 3 clusters Score -2689303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2689307.500000 Penalty: 4989.155273
	Iteration 28Q: 3 clusters Score -2689308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2689323.750000 Penalty: 4989.155273
	Iteration 29Q: 3 clusters Score -2689324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2689330.750000 Penalty: 4989.155273
	Iteration 30Q: 3 clusters Score -2689331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2689341.750000 Penalty: 4989.155273
	Iteration 31Q: 3 clusters Score -2689342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2689338.000000 Penalty: 4989.155273
	Iteration 32Q: 3 clusters Score -2689338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2689341.250000 Penalty: 4989.155273
	Iteration 33Q: 3 clusters Score -2689341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2689361.250000 Penalty: 4989.155273
	Iteration 34Q: 3 clusters Score -2689361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2689360.500000 Penalty: 4989.155273
	Iteration 35Q: 3 clusters Score -2689360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2689359.500000 Penalty: 4989.155273
	Iteration 36Q: 3 clusters Score -2689360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2689366.500000 Penalty: 4989.155273
	Iteration 37Q: 3 clusters Score -2689366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2689371.250000 Penalty: 4989.155273
	Iteration 38Q: 3 clusters Score -2689371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2689374.750000 Penalty: 4989.155273
	Iteration 39Q: 3 clusters Score -2689375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2689375.750000 Penalty: 4989.155273
	Iteration 40F: 3 clusters Score -2689376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2689383.750000 Penalty: 4989.155273
	Iteration 41Q: 3 clusters Score -2689384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2689382.000000 Penalty: 4989.155273
	Iteration 42Q: 3 clusters Score -2689382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2689388.250000 Penalty: 4989.155273
	Iteration 43Q: 3 clusters Score -2689388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2689390.750000 Penalty: 4989.155273
	Iteration 44Q: 3 clusters Score -2689391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2689395.750000 Penalty: 4989.155273
	Iteration 45Q: 3 clusters Score -2689396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2689398.000000 Penalty: 4989.155273
	Iteration 46Q: 3 clusters Score -2689398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2689406.750000 Penalty: 4989.155273
	Iteration 47Q: 3 clusters Score -2689407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2689405.000000 Penalty: 4989.155273
	Iteration 48Q: 3 clusters Score -2689405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2689405.250000 Penalty: 4989.155273
	Iteration 49Q: 3 clusters Score -2689405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2689408.750000 Penalty: 4989.155273
	Iteration 50Q: 3 clusters Score -2689409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2689413.000000 Penalty: 4989.155273
	Iteration 51Q: 3 clusters Score -2689413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2689416.750000 Penalty: 4989.155273
	Iteration 52Q: 3 clusters Score -2689417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2689417.250000 Penalty: 4989.155273
	Iteration 53Q: 3 clusters Score -2689417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2689419.000000 Penalty: 4989.155273
	Iteration 54Q: 3 clusters Score -2689419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2689420.750000 Penalty: 4989.155273
	Iteration 55Q: 3 clusters Score -2689421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2689427.500000 Penalty: 4989.155273
	Iteration 56Q: 3 clusters Score -2689428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2689430.750000 Penalty: 4989.155273
	Iteration 57Q: 3 clusters Score -2689431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2689430.750000 Penalty: 4989.155273
	Iteration 58Q: 3 clusters Score -2689431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2689432.250000 Penalty: 4989.155273
	Iteration 59Q: 3 clusters Score -2689432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2689437.000000 Penalty: 4989.155273
	Iteration 60F: 3 clusters Score -2689437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2689430.500000 Penalty: 4989.155273
	Iteration 61Q: 3 clusters Score -2689430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2689432.750000 Penalty: 4989.155273
	Iteration 62Q: 3 clusters Score -2689433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2689427.500000 Penalty: 4989.155273
	Iteration 63Q: 3 clusters Score -2689428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2689430.750000 Penalty: 4989.155273
	Iteration 64Q: 3 clusters Score -2689431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2689430.750000 Penalty: 4989.155273
	Iteration 65Q: 3 clusters Score -2689431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2689433.750000 Penalty: 4989.155273
	Iteration 66Q: 3 clusters Score -2689434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2689435.750000 Penalty: 4989.155273
	Iteration 67Q: 3 clusters Score -2689436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2689440.750000 Penalty: 4989.155273
	Iteration 68Q: 3 clusters Score -2689441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2689445.500000 Penalty: 4989.155273
	Iteration 69Q: 3 clusters Score -2689446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2689446.750000 Penalty: 4989.155273
	Iteration 70Q: 3 clusters Score -2689447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2689447.250000 Penalty: 4989.155273
	Iteration 71Q: 3 clusters Score -2689447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2689445.250000 Penalty: 4989.155273
	Iteration 72Q: 3 clusters Score -2689445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2689445.000000 Penalty: 4989.155273
	Iteration 73Q: 3 clusters Score -2689445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2689447.250000 Penalty: 4989.155273
	Iteration 74Q: 3 clusters Score -2689447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2689447.250000 Penalty: 4989.155273
	Iteration 75F: 3 clusters Score -2689447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68420.101562 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68420.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68612.210938 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68612.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68675.828125 Penalty: 3224.639648
	Iteration 2Q: 3 clusters Score -68675.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68692.171875 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -68692.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68706.398438 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -68706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68713.718750 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -68713.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68722.992188 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -68722.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68734.312500 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -68734.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68750.375000 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -68750.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68762.296875 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -68762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68770.031250 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -68770.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68784.828125 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -68784.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68800.601562 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -68800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68818.531250 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -68818.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68839.328125 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -68839.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68853.664062 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -68853.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68871.984375 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -68871.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68900.343750 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -68900.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68949.382812 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -68949.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69020.507812 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -69020.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69138.695312 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -69138.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69308.265625 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -69308.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69374.320312 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -69374.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69421.781250 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -69421.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69478.296875 Penalty: 3224.639648
	Iteration 24Q: 3 clusters Score -69478.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -69516.648438 Penalty: 3224.639648
	Iteration 25Q: 3 clusters Score -69516.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69538.601562 Penalty: 3224.639648
	Iteration 26Q: 3 clusters Score -69538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69553.226562 Penalty: 3224.639648
	Iteration 27Q: 3 clusters Score -69553.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69553.226562 Penalty: 3224.639648
	Iteration 28F: 3 clusters Score -69553.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -760535.875000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -760535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -754824.562500 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -754824.6 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -756330.875000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -756330.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -756576.500000 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -756576.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -756789.375000 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -756789.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -756987.937500 Penalty: 4379.876953
	Iteration 4Q: 3 clusters Score -756987.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -757152.937500 Penalty: 4379.876953
	Iteration 5Q: 3 clusters Score -757152.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -757317.250000 Penalty: 4379.876953
	Iteration 6Q: 3 clusters Score -757317.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -757493.437500 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -757493.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -757657.437500 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -757657.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -757821.187500 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -757821.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -757986.562500 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -757986.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -758135.812500 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -758135.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -758265.687500 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -758265.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -758363.625000 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -758363.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -758435.812500 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -758435.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -758486.250000 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -758486.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -758518.937500 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -758518.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -758551.687500 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -758551.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -758581.625000 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -758581.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -758602.187500 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -758602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -758621.562500 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -758621.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -758635.687500 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -758635.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -758649.937500 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -758649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -758662.937500 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -758662.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -758674.312500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -758674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -758678.312500 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -758678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -758683.062500 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -758683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -758685.125000 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -758685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -758688.562500 Penalty: 4379.876953
	Iteration 28Q: 3 clusters Score -758688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -758691.000000 Penalty: 4379.876953
	Iteration 29Q: 3 clusters Score -758691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -758696.000000 Penalty: 4379.876953
	Iteration 30Q: 3 clusters Score -758696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -758698.687500 Penalty: 4379.876953
	Iteration 31Q: 3 clusters Score -758698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -758700.000000 Penalty: 4379.876953
	Iteration 32Q: 3 clusters Score -758700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -758702.750000 Penalty: 4379.876953
	Iteration 33Q: 3 clusters Score -758702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -758702.375000 Penalty: 4379.876953
	Iteration 34Q: 3 clusters Score -758702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -758707.125000 Penalty: 4379.876953
	Iteration 35Q: 3 clusters Score -758707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -758706.750000 Penalty: 4379.876953
	Iteration 36Q: 3 clusters Score -758706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -758708.437500 Penalty: 4379.876953
	Iteration 37Q: 3 clusters Score -758708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -758709.187500 Penalty: 4379.876953
	Iteration 38Q: 3 clusters Score -758709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -758709.187500 Penalty: 4379.876953
	Iteration 39F: 3 clusters Score -758709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -445777.093750 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -445777.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -441886.062500 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -441886.1 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -442716.781250 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -442716.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -442968.218750 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -442968.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -443164.406250 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -443164.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -443359.687500 Penalty: 4128.870605
	Iteration 4F: 3 clusters Score -443359.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -443549.343750 Penalty: 4128.870605
	Iteration 5F: 3 clusters Score -443549.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -443703.718750 Penalty: 4128.870605
	Iteration 6F: 3 clusters Score -443703.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -443814.656250 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -443814.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -443884.656250 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -443884.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443945.968750 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -443946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -443993.125000 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -443993.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -444039.156250 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -444039.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -444075.687500 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -444075.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -444113.281250 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -444113.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -444144.343750 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -444144.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -444172.625000 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -444172.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -444191.937500 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -444191.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -444203.468750 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -444203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -444213.937500 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -444213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -444220.562500 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -444220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -444224.187500 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -444224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -444226.375000 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -444226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -444229.843750 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -444229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -444229.625000 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -444229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -444231.000000 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -444231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -444232.468750 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -444232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -444232.187500 Penalty: 4128.870605
	Iteration 26Q: 3 clusters Score -444232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -444232.187500 Penalty: 4128.870605
	Iteration 27F: 3 clusters Score -444232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -233500.812500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -233500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -230644.453125 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -230644.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -231172.687500 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -231172.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -231345.906250 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -231345.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -231446.437500 Penalty: 3852.772949
	Iteration 3Q: 3 clusters Score -231446.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -231531.281250 Penalty: 3852.772949
	Iteration 4Q: 3 clusters Score -231531.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231593.062500 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -231593.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -231664.000000 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -231664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -231747.953125 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -231748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231865.703125 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -231865.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -232004.921875 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -232004.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232168.843750 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -232168.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232335.187500 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -232335.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232482.140625 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -232482.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232584.515625 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -232584.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -232675.296875 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -232675.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232748.109375 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -232748.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232775.078125 Penalty: 3852.772949
	Iteration 16Q: 3 clusters Score -232775.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232795.437500 Penalty: 3852.772949
	Iteration 17Q: 3 clusters Score -232795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232802.062500 Penalty: 3852.772949
	Iteration 18Q: 3 clusters Score -232802.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232808.281250 Penalty: 3852.772949
	Iteration 19Q: 3 clusters Score -232808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232814.968750 Penalty: 3852.772949
	Iteration 20F: 3 clusters Score -232815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232823.015625 Penalty: 3852.772949
	Iteration 21Q: 3 clusters Score -232823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -232828.203125 Penalty: 3852.772949
	Iteration 22Q: 3 clusters Score -232828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232830.421875 Penalty: 3852.772949
	Iteration 23Q: 3 clusters Score -232830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232832.609375 Penalty: 3852.772949
	Iteration 24Q: 3 clusters Score -232832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232835.343750 Penalty: 3852.772949
	Iteration 25Q: 3 clusters Score -232835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232836.078125 Penalty: 3852.772949
	Iteration 26Q: 3 clusters Score -232836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232836.562500 Penalty: 3852.772949
	Iteration 27Q: 3 clusters Score -232836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232836.562500 Penalty: 3852.772949
	Iteration 28F: 3 clusters Score -232836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1077214.000000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -1077214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1069803.125000 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -1069803 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1071912.375000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -1071912 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1072240.125000 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -1072240 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1072481.125000 Penalty: 4554.701660
	Iteration 3F: 3 clusters Score -1072481 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1072673.375000 Penalty: 4554.701660
	Iteration 4Q: 3 clusters Score -1072673 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1072831.875000 Penalty: 4554.701660
	Iteration 5Q: 3 clusters Score -1072832 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1072994.625000 Penalty: 4554.701660
	Iteration 6Q: 3 clusters Score -1072995 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1073143.000000 Penalty: 4554.701660
	Iteration 7Q: 3 clusters Score -1073143 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1073294.375000 Penalty: 4554.701660
	Iteration 8Q: 3 clusters Score -1073294 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1073481.500000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -1073482 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1073666.875000 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -1073667 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1073862.750000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -1073863 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1074032.250000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -1074032 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1074173.125000 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -1074173 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1074296.125000 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -1074296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1074407.750000 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -1074408 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1074508.000000 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -1074508 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1074581.375000 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -1074581 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1074639.250000 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -1074639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1074687.625000 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -1074688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1074726.500000 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -1074726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1074759.500000 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -1074760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1074782.750000 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -1074783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1074804.125000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -1074804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1074822.625000 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -1074823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1074841.875000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -1074842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1074859.250000 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -1074859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1074873.750000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -1074874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1074884.000000 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -1074884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1074894.250000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -1074894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1074903.750000 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -1074904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1074912.375000 Penalty: 4554.701660
	Iteration 31Q: 3 clusters Score -1074912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1074922.625000 Penalty: 4554.701660
	Iteration 32Q: 3 clusters Score -1074923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1074934.875000 Penalty: 4554.701660
	Iteration 33Q: 3 clusters Score -1074935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1074941.625000 Penalty: 4554.701660
	Iteration 34Q: 3 clusters Score -1074942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1074944.125000 Penalty: 4554.701660
	Iteration 35Q: 3 clusters Score -1074944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1074948.875000 Penalty: 4554.701660
	Iteration 36Q: 3 clusters Score -1074949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1074952.250000 Penalty: 4554.701660
	Iteration 37Q: 3 clusters Score -1074952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1074955.375000 Penalty: 4554.701660
	Iteration 38Q: 3 clusters Score -1074955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1074961.875000 Penalty: 4554.701660
	Iteration 39Q: 3 clusters Score -1074962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1074966.750000 Penalty: 4554.701660
	Iteration 40F: 3 clusters Score -1074967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1074972.500000 Penalty: 4554.701660
	Iteration 41Q: 3 clusters Score -1074972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1074974.750000 Penalty: 4554.701660
	Iteration 42Q: 3 clusters Score -1074975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1074976.000000 Penalty: 4554.701660
	Iteration 43Q: 3 clusters Score -1074976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1074980.750000 Penalty: 4554.701660
	Iteration 44Q: 3 clusters Score -1074981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1074980.875000 Penalty: 4554.701660
	Iteration 45Q: 3 clusters Score -1074981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1074986.750000 Penalty: 4554.701660
	Iteration 46Q: 3 clusters Score -1074987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1074987.750000 Penalty: 4554.701660
	Iteration 47Q: 3 clusters Score -1074988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1074983.625000 Penalty: 4554.701660
	Iteration 48Q: 3 clusters Score -1074984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1074986.500000 Penalty: 4554.701660
	Iteration 49Q: 3 clusters Score -1074986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1074989.125000 Penalty: 4554.701660
	Iteration 50Q: 3 clusters Score -1074989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1074989.125000 Penalty: 4554.701660
	Iteration 51F: 3 clusters Score -1074989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Entering Unmasked Estep 
Score: -3576621.750000 Penalty: 2567.235840
	Iteration 0F: 2 clusters Score -3576622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3555247.750000 Penalty: 5134.471680
	Iteration 0F: 3 clusters Score -3555248 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3563041.000000 Penalty: 5134.471680
	Iteration 1F: 3 clusters Score -3563041 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3563645.250000 Penalty: 5134.471680
	Iteration 2F: 3 clusters Score -3563645 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3564314.250000 Penalty: 5134.471680
	Iteration 3Q: 3 clusters Score -3564314 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3565102.250000 Penalty: 5134.471680
	Iteration 4F: 3 clusters Score -3565102 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3565975.750000 Penalty: 5134.471680
	Iteration 5F: 3 clusters Score -3565976 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3567033.250000 Penalty: 5134.471680
	Iteration 6F: 3 clusters Score -3567033 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3568239.500000 Penalty: 5134.471680
	Iteration 7F: 3 clusters Score -3568240 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3569665.750000 Penalty: 5134.471680
	Iteration 8F: 3 clusters Score -3569666 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3571069.500000 Penalty: 5134.471680
	Iteration 9F: 3 clusters Score -3571070 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3572240.250000 Penalty: 5134.471680
	Iteration 10Q: 3 clusters Score -3572240 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3573003.750000 Penalty: 5134.471680
	Iteration 11Q: 3 clusters Score -3573004 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3573490.000000 Penalty: 5134.471680
	Iteration 12Q: 3 clusters Score -3573490 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3573803.500000 Penalty: 5134.471680
	Iteration 13Q: 3 clusters Score -3573804 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3574061.750000 Penalty: 5134.471680
	Iteration 14Q: 3 clusters Score -3574062 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3574323.750000 Penalty: 5134.471680
	Iteration 15Q: 3 clusters Score -3574324 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3574523.250000 Penalty: 5134.471680
	Iteration 16Q: 3 clusters Score -3574523 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3574643.000000 Penalty: 5134.471680
	Iteration 17Q: 3 clusters Score -3574643 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3574706.750000 Penalty: 5134.471680
	Iteration 18Q: 3 clusters Score -3574707 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3574733.250000 Penalty: 5134.471680
	Iteration 19Q: 3 clusters Score -3574733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3574777.000000 Penalty: 5134.471680
	Iteration 20F: 3 clusters Score -3574777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3574787.000000 Penalty: 5134.471680
	Iteration 21Q: 3 clusters Score -3574787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3574800.500000 Penalty: 5134.471680
	Iteration 22Q: 3 clusters Score -3574800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3574805.000000 Penalty: 5134.471680
	Iteration 23Q: 3 clusters Score -3574805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3574811.000000 Penalty: 5134.471680
	Iteration 24Q: 3 clusters Score -3574811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3574820.000000 Penalty: 5134.471680
	Iteration 25Q: 3 clusters Score -3574820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3574825.500000 Penalty: 5134.471680
	Iteration 26Q: 3 clusters Score -3574826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3574821.750000 Penalty: 5134.471680
	Iteration 27Q: 3 clusters Score -3574822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3574824.000000 Penalty: 5134.471680
	Iteration 28Q: 3 clusters Score -3574824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3574831.250000 Penalty: 5134.471680
	Iteration 29Q: 3 clusters Score -3574831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3574829.750000 Penalty: 5134.471680
	Iteration 30Q: 3 clusters Score -3574830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3574835.000000 Penalty: 5134.471680
	Iteration 31Q: 3 clusters Score -3574835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3574825.500000 Penalty: 5134.471680
	Iteration 32Q: 3 clusters Score -3574826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3574840.000000 Penalty: 5134.471680
	Iteration 33Q: 3 clusters Score -3574840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3574838.250000 Penalty: 5134.471680
	Iteration 34Q: 3 clusters Score -3574838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3574837.750000 Penalty: 5134.471680
	Iteration 35Q: 3 clusters Score -3574838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3574834.250000 Penalty: 5134.471680
	Iteration 36Q: 3 clusters Score -3574834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3574834.250000 Penalty: 5134.471680
	Iteration 37Q: 3 clusters Score -3574834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3574833.250000 Penalty: 5134.471680
	Iteration 38Q: 3 clusters Score -3574833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3574841.250000 Penalty: 5134.471680
	Iteration 39Q: 3 clusters Score -3574841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3574850.000000 Penalty: 5134.471680
	Iteration 40F: 3 clusters Score -3574850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3574844.750000 Penalty: 5134.471680
	Iteration 41Q: 3 clusters Score -3574845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3574846.500000 Penalty: 5134.471680
	Iteration 42Q: 3 clusters Score -3574846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3574844.250000 Penalty: 5134.471680
	Iteration 43Q: 3 clusters Score -3574844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3574839.500000 Penalty: 5134.471680
	Iteration 44Q: 3 clusters Score -3574840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3574843.500000 Penalty: 5134.471680
	Iteration 45Q: 3 clusters Score -3574844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3574845.000000 Penalty: 5134.471680
	Iteration 46Q: 3 clusters Score -3574845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3574847.250000 Penalty: 5134.471680
	Iteration 47Q: 3 clusters Score -3574847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3574847.250000 Penalty: 5134.471680
	Iteration 48F: 3 clusters Score -3574847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Entering Unmasked Estep 
Score: -4185776.000000 Penalty: 2630.408691
	Iteration 0F: 2 clusters Score -4185776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4158548.750000 Penalty: 5260.817383
	Iteration 0F: 3 clusters Score -4158549 nChanged 18441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4169083.000000 Penalty: 5260.817383
	Iteration 1F: 3 clusters Score -4169083 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4169988.000000 Penalty: 5260.817383
	Iteration 2F: 3 clusters Score -4169988 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4170877.250000 Penalty: 5260.817383
	Iteration 3F: 3 clusters Score -4170877 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4171765.750000 Penalty: 5260.817383
	Iteration 4Q: 3 clusters Score -4171766 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4172590.500000 Penalty: 5260.817383
	Iteration 5Q: 3 clusters Score -4172590 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4173468.750000 Penalty: 5260.817383
	Iteration 6Q: 3 clusters Score -4173469 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4174259.250000 Penalty: 5260.817383
	Iteration 7Q: 3 clusters Score -4174259 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4175056.250000 Penalty: 5260.817383
	Iteration 8Q: 3 clusters Score -4175056 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4175898.500000 Penalty: 5260.817383
	Iteration 9Q: 3 clusters Score -4175898 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4176822.000000 Penalty: 5260.817383
	Iteration 10Q: 3 clusters Score -4176822 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4177756.750000 Penalty: 5260.817383
	Iteration 11Q: 3 clusters Score -4177757 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4178605.500000 Penalty: 5260.817383
	Iteration 12Q: 3 clusters Score -4178606 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4179290.750000 Penalty: 5260.817383
	Iteration 13Q: 3 clusters Score -4179291 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4179784.750000 Penalty: 5260.817383
	Iteration 14Q: 3 clusters Score -4179785 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4180166.250000 Penalty: 5260.817383
	Iteration 15Q: 3 clusters Score -4180166 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4180425.250000 Penalty: 5260.817383
	Iteration 16Q: 3 clusters Score -4180425 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4180600.500000 Penalty: 5260.817383
	Iteration 17Q: 3 clusters Score -4180600 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4180776.250000 Penalty: 5260.817383
	Iteration 18Q: 3 clusters Score -4180776 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4180912.500000 Penalty: 5260.817383
	Iteration 19Q: 3 clusters Score -4180912 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4181005.500000 Penalty: 5260.817383
	Iteration 20F: 3 clusters Score -4181006 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4181081.250000 Penalty: 5260.817383
	Iteration 21Q: 3 clusters Score -4181081 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4181165.000000 Penalty: 5260.817383
	Iteration 22Q: 3 clusters Score -4181165 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4181251.500000 Penalty: 5260.817383
	Iteration 23Q: 3 clusters Score -4181252 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4181344.000000 Penalty: 5260.817383
	Iteration 24Q: 3 clusters Score -4181344 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4181400.500000 Penalty: 5260.817383
	Iteration 25Q: 3 clusters Score -4181400 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4181505.250000 Penalty: 5260.817383
	Iteration 26Q: 3 clusters Score -4181505 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4181569.000000 Penalty: 5260.817383
	Iteration 27Q: 3 clusters Score -4181569 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4181653.250000 Penalty: 5260.817383
	Iteration 28Q: 3 clusters Score -4181653 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4181748.500000 Penalty: 5260.817383
	Iteration 29Q: 3 clusters Score -4181748 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4181825.250000 Penalty: 5260.817383
	Iteration 30Q: 3 clusters Score -4181825 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4181904.250000 Penalty: 5260.817383
	Iteration 31Q: 3 clusters Score -4181904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4182024.000000 Penalty: 5260.817383
	Iteration 32Q: 3 clusters Score -4182024 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4182200.000000 Penalty: 5260.817383
	Iteration 33Q: 3 clusters Score -4182200 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4182370.250000 Penalty: 5260.817383
	Iteration 34Q: 3 clusters Score -4182370 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4182543.750000 Penalty: 5260.817383
	Iteration 35Q: 3 clusters Score -4182544 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4182766.750000 Penalty: 5260.817383
	Iteration 36Q: 3 clusters Score -4182767 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4182964.500000 Penalty: 5260.817383
	Iteration 37Q: 3 clusters Score -4182964 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4183130.750000 Penalty: 5260.817383
	Iteration 38Q: 3 clusters Score -4183131 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4183263.000000 Penalty: 5260.817383
	Iteration 39Q: 3 clusters Score -4183263 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4183383.750000 Penalty: 5260.817383
	Iteration 40F: 3 clusters Score -4183384 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -4183485.000000 Penalty: 5260.817383
	Iteration 41Q: 3 clusters Score -4183485 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -4183578.000000 Penalty: 5260.817383
	Iteration 42Q: 3 clusters Score -4183578 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4183692.000000 Penalty: 5260.817383
	Iteration 43Q: 3 clusters Score -4183692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4183837.250000 Penalty: 5260.817383
	Iteration 44Q: 3 clusters Score -4183837 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4183981.250000 Penalty: 5260.817383
	Iteration 45Q: 3 clusters Score -4183981 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -4184189.000000 Penalty: 5260.817383
	Iteration 46Q: 3 clusters Score -4184189 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4184438.500000 Penalty: 5260.817383
	Iteration 47Q: 3 clusters Score -4184438 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4184749.250000 Penalty: 5260.817383
	Iteration 48Q: 3 clusters Score -4184749 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4185029.250000 Penalty: 5260.817383
	Iteration 49Q: 3 clusters Score -4185029 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -4185255.000000 Penalty: 5260.817383
	Iteration 50Q: 3 clusters Score -4185255 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4185413.750000 Penalty: 5260.817383
	Iteration 51Q: 3 clusters Score -4185414 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4185542.250000 Penalty: 5260.817383
	Iteration 52Q: 3 clusters Score -4185542 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4185624.000000 Penalty: 5260.817383
	Iteration 53Q: 3 clusters Score -4185624 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4185704.250000 Penalty: 5260.817383
	Iteration 54Q: 3 clusters Score -4185704 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4185716.500000 Penalty: 5260.817383
	Iteration 55Q: 3 clusters Score -4185716 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4185758.000000 Penalty: 5260.817383
	Iteration 56Q: 3 clusters Score -4185758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4185772.000000 Penalty: 5260.817383
	Iteration 57Q: 3 clusters Score -4185772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4185787.750000 Penalty: 5260.817383
	Iteration 58Q: 3 clusters Score -4185788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4185798.250000 Penalty: 5260.817383
	Iteration 59Q: 3 clusters Score -4185798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4185805.250000 Penalty: 5260.817383
	Iteration 60F: 3 clusters Score -4185805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4185802.000000 Penalty: 5260.817383
	Iteration 61Q: 3 clusters Score -4185802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4185817.000000 Penalty: 5260.817383
	Iteration 62Q: 3 clusters Score -4185817 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4185822.500000 Penalty: 5260.817383
	Iteration 63Q: 3 clusters Score -4185822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4185820.000000 Penalty: 5260.817383
	Iteration 64Q: 3 clusters Score -4185820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4185838.250000 Penalty: 5260.817383
	Iteration 65Q: 3 clusters Score -4185838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4185833.750000 Penalty: 5260.817383
	Iteration 66Q: 3 clusters Score -4185834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4185840.500000 Penalty: 5260.817383
	Iteration 67Q: 3 clusters Score -4185840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4185839.250000 Penalty: 5260.817383
	Iteration 68Q: 3 clusters Score -4185839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4185838.500000 Penalty: 5260.817383
	Iteration 69Q: 3 clusters Score -4185838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4185836.250000 Penalty: 5260.817383
	Iteration 70Q: 3 clusters Score -4185836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4185835.500000 Penalty: 5260.817383
	Iteration 71Q: 3 clusters Score -4185836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4185845.000000 Penalty: 5260.817383
	Iteration 72Q: 3 clusters Score -4185845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4185843.000000 Penalty: 5260.817383
	Iteration 73Q: 3 clusters Score -4185843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -4185844.750000 Penalty: 5260.817383
	Iteration 74Q: 3 clusters Score -4185845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -4185840.250000 Penalty: 5260.817383
	Iteration 75Q: 3 clusters Score -4185840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4185840.250000 Penalty: 5260.817383
	Iteration 76Q: 3 clusters Score -4185840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4185839.750000 Penalty: 5260.817383
	Iteration 77Q: 3 clusters Score -4185840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4185839.750000 Penalty: 5260.817383
	Iteration 78F: 3 clusters Score -4185840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31312 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96682 members 
Mstep: Class 16 contains 50231 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48335 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346408 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 30473 members 
Entering Unmasked Estep 
Score: -110915976.000000 Penalty: 150896.156250
Splitting cluster 10 changes total score from -110916272.000000 to -110915976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Entering Unmasked Estep 
Score: -3972250.000000 Penalty: 2601.773926
	Iteration 0F: 2 clusters Score -3972250 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 18018 members 
Entering Unmasked Estep 
Score: -3947726.750000 Penalty: 5203.547852
	Iteration 0F: 3 clusters Score -3947727 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3956990.750000 Penalty: 5203.547852
	Iteration 1F: 3 clusters Score -3956991 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3958010.500000 Penalty: 5203.547852
	Iteration 2F: 3 clusters Score -3958010 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3959147.250000 Penalty: 5203.547852
	Iteration 3F: 3 clusters Score -3959147 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3960401.500000 Penalty: 5203.547852
	Iteration 4F: 3 clusters Score -3960402 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3961766.250000 Penalty: 5203.547852
	Iteration 5F: 3 clusters Score -3961766 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3963176.000000 Penalty: 5203.547852
	Iteration 6F: 3 clusters Score -3963176 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3964453.000000 Penalty: 5203.547852
	Iteration 7F: 3 clusters Score -3964453 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3965650.250000 Penalty: 5203.547852
	Iteration 8F: 3 clusters Score -3965650 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3966569.750000 Penalty: 5203.547852
	Iteration 9Q: 3 clusters Score -3966570 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3967304.250000 Penalty: 5203.547852
	Iteration 10Q: 3 clusters Score -3967304 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3967797.500000 Penalty: 5203.547852
	Iteration 11Q: 3 clusters Score -3967798 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3968094.000000 Penalty: 5203.547852
	Iteration 12Q: 3 clusters Score -3968094 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3968295.500000 Penalty: 5203.547852
	Iteration 13Q: 3 clusters Score -3968296 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3968383.750000 Penalty: 5203.547852
	Iteration 14Q: 3 clusters Score -3968384 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3968449.000000 Penalty: 5203.547852
	Iteration 15Q: 3 clusters Score -3968449 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3968510.750000 Penalty: 5203.547852
	Iteration 16Q: 3 clusters Score -3968511 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3968547.750000 Penalty: 5203.547852
	Iteration 17Q: 3 clusters Score -3968548 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3968580.000000 Penalty: 5203.547852
	Iteration 18Q: 3 clusters Score -3968580 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3968613.500000 Penalty: 5203.547852
	Iteration 19Q: 3 clusters Score -3968614 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3968662.750000 Penalty: 5203.547852
	Iteration 20F: 3 clusters Score -3968663 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3968687.750000 Penalty: 5203.547852
	Iteration 21Q: 3 clusters Score -3968688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3968729.500000 Penalty: 5203.547852
	Iteration 22Q: 3 clusters Score -3968730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3968749.500000 Penalty: 5203.547852
	Iteration 23Q: 3 clusters Score -3968750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3968787.250000 Penalty: 5203.547852
	Iteration 24Q: 3 clusters Score -3968787 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3968810.500000 Penalty: 5203.547852
	Iteration 25Q: 3 clusters Score -3968810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3968832.500000 Penalty: 5203.547852
	Iteration 26Q: 3 clusters Score -3968832 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3968861.500000 Penalty: 5203.547852
	Iteration 27Q: 3 clusters Score -3968862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3968902.000000 Penalty: 5203.547852
	Iteration 28Q: 3 clusters Score -3968902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3968946.500000 Penalty: 5203.547852
	Iteration 29Q: 3 clusters Score -3968946 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3969021.750000 Penalty: 5203.547852
	Iteration 30Q: 3 clusters Score -3969022 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3969099.500000 Penalty: 5203.547852
	Iteration 31Q: 3 clusters Score -3969100 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3969226.250000 Penalty: 5203.547852
	Iteration 32Q: 3 clusters Score -3969226 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3969423.250000 Penalty: 5203.547852
	Iteration 33Q: 3 clusters Score -3969423 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3969679.750000 Penalty: 5203.547852
	Iteration 34Q: 3 clusters Score -3969680 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3970011.250000 Penalty: 5203.547852
	Iteration 35Q: 3 clusters Score -3970011 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3970324.750000 Penalty: 5203.547852
	Iteration 36Q: 3 clusters Score -3970325 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3970582.500000 Penalty: 5203.547852
	Iteration 37Q: 3 clusters Score -3970582 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3970724 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3970811 nChanged 283
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Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3970876 nChanged 208
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Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3970917 nChanged 153
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Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3970932 nChanged 139
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Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3970953 nChanged 110
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Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3970978 nChanged 86
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Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3970974 nChanged 73
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Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3970980 nChanged 69
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Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3970982 nChanged 78
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Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3970994 nChanged 75
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Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3971003 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3971011.250000 Penalty: 5203.547852
	Iteration 50Q: 3 clusters Score -3971011 nChanged 56
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Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3971023.250000 Penalty: 5203.547852
	Iteration 51Q: 3 clusters Score -3971023 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3971031.500000 Penalty: 5203.547852
	Iteration 52Q: 3 clusters Score -3971032 nChanged 57
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Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3971018.750000 Penalty: 5203.547852
	Iteration 53Q: 3 clusters Score -3971019 nChanged 48
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Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3971022 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3971039.250000 Penalty: 5203.547852
	Iteration 55Q: 3 clusters Score -3971039 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3971040.750000 Penalty: 5203.547852
	Iteration 56Q: 3 clusters Score -3971041 nChanged 49
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Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3971040 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3971046.250000 Penalty: 5203.547852
	Iteration 58Q: 3 clusters Score -3971046 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3971056.000000 Penalty: 5203.547852
	Iteration 59Q: 3 clusters Score -3971056 nChanged 71
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Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3971074 nChanged 81
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Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3971079 nChanged 92
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Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3971080 nChanged 89
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Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3971081 nChanged 97
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Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 11735 members 
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	Iteration 64Q: 3 clusters Score -3971098 nChanged 96
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Mstep: Class 1 contains 24346 members 
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	Iteration 65Q: 3 clusters Score -3971118 nChanged 81
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Mstep: Class 1 contains 24425 members 
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	Iteration 66Q: 3 clusters Score -3971107 nChanged 82
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Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3971120 nChanged 70
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Mstep: Class 1 contains 24577 members 
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	Iteration 68Q: 3 clusters Score -3971126 nChanged 66
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Mstep: Class 1 contains 24643 members 
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	Iteration 69Q: 3 clusters Score -3971130 nChanged 53
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Mstep: Class 1 contains 24694 members 
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	Iteration 70Q: 3 clusters Score -3971145 nChanged 56
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Mstep: Class 1 contains 24750 members 
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	Iteration 71Q: 3 clusters Score -3971153 nChanged 48
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Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 11195 members 
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	Iteration 72Q: 3 clusters Score -3971140 nChanged 43
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Mstep: Class 1 contains 24839 members 
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	Iteration 73Q: 3 clusters Score -3971138 nChanged 48
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Mstep: Class 1 contains 24887 members 
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	Iteration 74Q: 3 clusters Score -3971150 nChanged 48
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Mstep: Class 1 contains 24935 members 
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	Iteration 75Q: 3 clusters Score -3971158 nChanged 44
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Mstep: Class 1 contains 24979 members 
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	Iteration 76Q: 3 clusters Score -3971164 nChanged 55
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Mstep: Class 1 contains 25034 members 
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	Iteration 77Q: 3 clusters Score -3971166 nChanged 63
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	Iteration 78Q: 3 clusters Score -3971171 nChanged 51
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	Iteration 79Q: 3 clusters Score -3971178 nChanged 50
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Mstep: Class 1 contains 25198 members 
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	Iteration 80F: 3 clusters Score -3971183 nChanged 46
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Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3971184 nChanged 42
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Mstep: Class 1 contains 25286 members 
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	Iteration 82Q: 3 clusters Score -3971189 nChanged 43
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Mstep: Class 1 contains 25327 members 
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Score: -3971193.250000 Penalty: 5203.547852
	Iteration 83Q: 3 clusters Score -3971193 nChanged 38
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Mstep: Class 1 contains 25365 members 
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	Iteration 84Q: 3 clusters Score -3971199 nChanged 31
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Mstep: Class 1 contains 25394 members 
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	Iteration 85Q: 3 clusters Score -3971208 nChanged 29
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Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3971199 nChanged 34
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Mstep: Class 1 contains 25457 members 
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	Iteration 87Q: 3 clusters Score -3971200 nChanged 35
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	Iteration 88Q: 3 clusters Score -3971202 nChanged 39
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Mstep: Class 1 contains 25531 members 
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	Iteration 89Q: 3 clusters Score -3971197 nChanged 28
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Mstep: Class 1 contains 25559 members 
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	Iteration 90Q: 3 clusters Score -3971192 nChanged 28
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Mstep: Class 1 contains 25587 members 
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	Iteration 91Q: 3 clusters Score -3971204 nChanged 34
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	Iteration 92Q: 3 clusters Score -3971202 nChanged 33
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	Iteration 93Q: 3 clusters Score -3971207 nChanged 28
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	Iteration 94Q: 3 clusters Score -3971203 nChanged 30
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Mstep: Class 1 contains 25712 members 
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	Iteration 95Q: 3 clusters Score -3971212 nChanged 31
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Mstep: Class 1 contains 25743 members 
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	Iteration 96Q: 3 clusters Score -3971220 nChanged 41
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	Iteration 97Q: 3 clusters Score -3971224 nChanged 53
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Mstep: Class 1 contains 25835 members 
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	Iteration 98Q: 3 clusters Score -3971218 nChanged 51
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Mstep: Class 1 contains 25886 members 
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	Iteration 99Q: 3 clusters Score -3971230 nChanged 60
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Mstep: Class 1 contains 25946 members 
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	Iteration 100F: 3 clusters Score -3971247 nChanged 66
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Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 9979 members 
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	Iteration 101Q: 3 clusters Score -3971250 nChanged 69
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Mstep: Class 1 contains 26081 members 
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	Iteration 102Q: 3 clusters Score -3971268 nChanged 73
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Mstep: Class 1 contains 26152 members 
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	Iteration 103Q: 3 clusters Score -3971285 nChanged 69
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Mstep: Class 1 contains 26221 members 
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	Iteration 104Q: 3 clusters Score -3971290 nChanged 75
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	Iteration 105Q: 3 clusters Score -3971306 nChanged 88
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Mstep: Class 1 contains 26380 members 
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	Iteration 106Q: 3 clusters Score -3971326 nChanged 93
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Mstep: Class 1 contains 26473 members 
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	Iteration 107Q: 3 clusters Score -3971327 nChanged 99
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	Iteration 108Q: 3 clusters Score -3971329 nChanged 105
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	Iteration 109Q: 3 clusters Score -3971344 nChanged 112
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	Iteration 110Q: 3 clusters Score -3971365 nChanged 118
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Mstep: Class 1 contains 26899 members 
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	Iteration 111Q: 3 clusters Score -3971385 nChanged 94
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	Iteration 112Q: 3 clusters Score -3971406 nChanged 106
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Score: -3971415.250000 Penalty: 5203.547852
	Iteration 113Q: 3 clusters Score -3971415 nChanged 96
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Entering Unmasked Estep 
Score: -3971421.000000 Penalty: 5203.547852
	Iteration 114Q: 3 clusters Score -3971421 nChanged 88
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	Iteration 115Q: 3 clusters Score -3971434 nChanged 90
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	Iteration 116Q: 3 clusters Score -3971449 nChanged 115
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	Iteration 117Q: 3 clusters Score -3971483 nChanged 111
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	Iteration 118Q: 3 clusters Score -3971508 nChanged 109
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	Iteration 119Q: 3 clusters Score -3971511 nChanged 87
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3971510 nChanged 68
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	Iteration 121Q: 3 clusters Score -3971501 nChanged 65
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	Iteration 122Q: 3 clusters Score -3971522 nChanged 63
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	Iteration 123Q: 3 clusters Score -3971522 nChanged 66
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	Iteration 124Q: 3 clusters Score -3971523 nChanged 63
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	Iteration 125Q: 3 clusters Score -3971533 nChanged 82
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	Iteration 126Q: 3 clusters Score -3971553 nChanged 96
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	Iteration 127Q: 3 clusters Score -3971565 nChanged 85
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	Iteration 128Q: 3 clusters Score -3971572 nChanged 91
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	Iteration 129Q: 3 clusters Score -3971586 nChanged 81
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	Iteration 130Q: 3 clusters Score -3971594 nChanged 72
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Score: -3971616.000000 Penalty: 5203.547852
	Iteration 131Q: 3 clusters Score -3971616 nChanged 69
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Entering Unmasked Estep 
Score: -3971621.750000 Penalty: 5203.547852
	Iteration 132Q: 3 clusters Score -3971622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3971621.250000 Penalty: 5203.547852
	Iteration 133Q: 3 clusters Score -3971621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3971619.000000 Penalty: 5203.547852
	Iteration 134Q: 3 clusters Score -3971619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3971633.250000 Penalty: 5203.547852
	Iteration 135Q: 3 clusters Score -3971633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3971640.000000 Penalty: 5203.547852
	Iteration 136Q: 3 clusters Score -3971640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3971652.250000 Penalty: 5203.547852
	Iteration 137Q: 3 clusters Score -3971652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3971646.750000 Penalty: 5203.547852
	Iteration 138Q: 3 clusters Score -3971647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3971662.000000 Penalty: 5203.547852
	Iteration 139Q: 3 clusters Score -3971662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3971663.250000 Penalty: 5203.547852
	Iteration 140F: 3 clusters Score -3971663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3971661.750000 Penalty: 5203.547852
	Iteration 141Q: 3 clusters Score -3971662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3971680.750000 Penalty: 5203.547852
	Iteration 142Q: 3 clusters Score -3971681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3971690.250000 Penalty: 5203.547852
	Iteration 143Q: 3 clusters Score -3971690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3971703.750000 Penalty: 5203.547852
	Iteration 144Q: 3 clusters Score -3971704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3971707.750000 Penalty: 5203.547852
	Iteration 145Q: 3 clusters Score -3971708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3971715.750000 Penalty: 5203.547852
	Iteration 146Q: 3 clusters Score -3971716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3971722.250000 Penalty: 5203.547852
	Iteration 147Q: 3 clusters Score -3971722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3971722.250000 Penalty: 5203.547852
	Iteration 148Q: 3 clusters Score -3971722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3971712.750000 Penalty: 5203.547852
	Iteration 149Q: 3 clusters Score -3971713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3971726.750000 Penalty: 5203.547852
	Iteration 150Q: 3 clusters Score -3971727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3971733.500000 Penalty: 5203.547852
	Iteration 151Q: 3 clusters Score -3971734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3971736.250000 Penalty: 5203.547852
	Iteration 152Q: 3 clusters Score -3971736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3971743.750000 Penalty: 5203.547852
	Iteration 153Q: 3 clusters Score -3971744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3971746.000000 Penalty: 5203.547852
	Iteration 154Q: 3 clusters Score -3971746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3971761.000000 Penalty: 5203.547852
	Iteration 155Q: 3 clusters Score -3971761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3971767.750000 Penalty: 5203.547852
	Iteration 156Q: 3 clusters Score -3971768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3971773.000000 Penalty: 5203.547852
	Iteration 157Q: 3 clusters Score -3971773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3971782.750000 Penalty: 5203.547852
	Iteration 158Q: 3 clusters Score -3971783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3971775.750000 Penalty: 5203.547852
	Iteration 159Q: 3 clusters Score -3971776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3971774.500000 Penalty: 5203.547852
	Iteration 160F: 3 clusters Score -3971774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3971779.250000 Penalty: 5203.547852
	Iteration 161Q: 3 clusters Score -3971779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3971782.000000 Penalty: 5203.547852
	Iteration 162Q: 3 clusters Score -3971782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3971796.500000 Penalty: 5203.547852
	Iteration 163Q: 3 clusters Score -3971796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3971808.000000 Penalty: 5203.547852
	Iteration 164Q: 3 clusters Score -3971808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3971796.750000 Penalty: 5203.547852
	Iteration 165Q: 3 clusters Score -3971797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3971806.750000 Penalty: 5203.547852
	Iteration 166Q: 3 clusters Score -3971807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3971796.000000 Penalty: 5203.547852
	Iteration 167Q: 3 clusters Score -3971796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3971803.000000 Penalty: 5203.547852
	Iteration 168Q: 3 clusters Score -3971803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3971812.750000 Penalty: 5203.547852
	Iteration 169Q: 3 clusters Score -3971813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3971820.250000 Penalty: 5203.547852
	Iteration 170Q: 3 clusters Score -3971820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3971813.500000 Penalty: 5203.547852
	Iteration 171Q: 3 clusters Score -3971814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3971810.000000 Penalty: 5203.547852
	Iteration 172Q: 3 clusters Score -3971810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3971828.750000 Penalty: 5203.547852
	Iteration 173Q: 3 clusters Score -3971829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3971828.500000 Penalty: 5203.547852
	Iteration 174Q: 3 clusters Score -3971828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3971830.750000 Penalty: 5203.547852
	Iteration 175Q: 3 clusters Score -3971831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3971826.500000 Penalty: 5203.547852
	Iteration 176Q: 3 clusters Score -3971826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3971826.500000 Penalty: 5203.547852
	Iteration 177Q: 3 clusters Score -3971826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3971828.250000 Penalty: 5203.547852
	Iteration 178Q: 3 clusters Score -3971828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3971831.500000 Penalty: 5203.547852
	Iteration 179Q: 3 clusters Score -3971832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3971831.500000 Penalty: 5203.547852
	Iteration 180F: 3 clusters Score -3971832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Entering Unmasked Estep 
Score: -1379143.875000 Penalty: 2338.569824
	Iteration 0F: 2 clusters Score -1379144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1369965.750000 Penalty: 4677.139648
	Iteration 0F: 3 clusters Score -1369966 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1372747.625000 Penalty: 4677.139648
	Iteration 1F: 3 clusters Score -1372748 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1373112.250000 Penalty: 4677.139648
	Iteration 2F: 3 clusters Score -1373112 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1373373.875000 Penalty: 4677.139648
	Iteration 3F: 3 clusters Score -1373374 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1373605.875000 Penalty: 4677.139648
	Iteration 4Q: 3 clusters Score -1373606 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1373835.500000 Penalty: 4677.139648
	Iteration 5Q: 3 clusters Score -1373836 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1374135.000000 Penalty: 4677.139648
	Iteration 6Q: 3 clusters Score -1374135 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1374506.750000 Penalty: 4677.139648
	Iteration 7Q: 3 clusters Score -1374507 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1374950.500000 Penalty: 4677.139648
	Iteration 8F: 3 clusters Score -1374950 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1375427.625000 Penalty: 4677.139648
	Iteration 9Q: 3 clusters Score -1375428 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1375891.000000 Penalty: 4677.139648
	Iteration 10Q: 3 clusters Score -1375891 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1376325.750000 Penalty: 4677.139648
	Iteration 11Q: 3 clusters Score -1376326 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1376698.125000 Penalty: 4677.139648
	Iteration 12Q: 3 clusters Score -1376698 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1376995.875000 Penalty: 4677.139648
	Iteration 13Q: 3 clusters Score -1376996 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1377286.500000 Penalty: 4677.139648
	Iteration 14Q: 3 clusters Score -1377286 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1377505.000000 Penalty: 4677.139648
	Iteration 15Q: 3 clusters Score -1377505 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1377650.625000 Penalty: 4677.139648
	Iteration 16Q: 3 clusters Score -1377651 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1377759.375000 Penalty: 4677.139648
	Iteration 17Q: 3 clusters Score -1377759 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1377865.875000 Penalty: 4677.139648
	Iteration 18Q: 3 clusters Score -1377866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1377952.000000 Penalty: 4677.139648
	Iteration 19Q: 3 clusters Score -1377952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1378017.125000 Penalty: 4677.139648
	Iteration 20F: 3 clusters Score -1378017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1378062.250000 Penalty: 4677.139648
	Iteration 21Q: 3 clusters Score -1378062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1378080.875000 Penalty: 4677.139648
	Iteration 22Q: 3 clusters Score -1378081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1378095.750000 Penalty: 4677.139648
	Iteration 23Q: 3 clusters Score -1378096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1378099.125000 Penalty: 4677.139648
	Iteration 24Q: 3 clusters Score -1378099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1378099.500000 Penalty: 4677.139648
	Iteration 25Q: 3 clusters Score -1378100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1378103.500000 Penalty: 4677.139648
	Iteration 26Q: 3 clusters Score -1378104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1378104.125000 Penalty: 4677.139648
	Iteration 27Q: 3 clusters Score -1378104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1378104.875000 Penalty: 4677.139648
	Iteration 28Q: 3 clusters Score -1378105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1378104.875000 Penalty: 4677.139648
	Iteration 29Q: 3 clusters Score -1378105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1378107.000000 Penalty: 4677.139648
	Iteration 30Q: 3 clusters Score -1378107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1378108.750000 Penalty: 4677.139648
	Iteration 31Q: 3 clusters Score -1378109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1378109.000000 Penalty: 4677.139648
	Iteration 32Q: 3 clusters Score -1378109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1378109.000000 Penalty: 4677.139648
	Iteration 33F: 3 clusters Score -1378109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -436001.937500 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -436001.9 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 1876 members 
Entering Unmasked Estep 
Score: -432228.031250 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -432228 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -433064.531250 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -433064.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -433282.875000 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -433282.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -433430.062500 Penalty: 4100.272461
	Iteration 3F: 3 clusters Score -433430.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -433528.343750 Penalty: 4100.272461
	Iteration 4Q: 3 clusters Score -433528.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -433612.812500 Penalty: 4100.272461
	Iteration 5Q: 3 clusters Score -433612.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433683.843750 Penalty: 4100.272461
	Iteration 6Q: 3 clusters Score -433683.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -433740.468750 Penalty: 4100.272461
	Iteration 7Q: 3 clusters Score -433740.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -433799.156250 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -433799.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -433872.812500 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -433872.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -433964.312500 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -433964.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -434057.843750 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -434057.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -434182.812500 Penalty: 4100.272461
	Iteration 12Q: 3 clusters Score -434182.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -434402.250000 Penalty: 4100.272461
	Iteration 13Q: 3 clusters Score -434402.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -434710.843750 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -434710.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -435036.312500 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -435036.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -435289.062500 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -435289.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -435407.468750 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -435407.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -435496.812500 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -435496.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -435562.687500 Penalty: 4100.272461
	Iteration 19Q: 3 clusters Score -435562.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -435601.156250 Penalty: 4100.272461
	Iteration 20F: 3 clusters Score -435601.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -435639.718750 Penalty: 4100.272461
	Iteration 21Q: 3 clusters Score -435639.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -435657.906250 Penalty: 4100.272461
	Iteration 22Q: 3 clusters Score -435657.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435669.906250 Penalty: 4100.272461
	Iteration 23Q: 3 clusters Score -435669.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -435679.812500 Penalty: 4100.272461
	Iteration 24Q: 3 clusters Score -435679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -435691.093750 Penalty: 4100.272461
	Iteration 25Q: 3 clusters Score -435691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -435704.875000 Penalty: 4100.272461
	Iteration 26Q: 3 clusters Score -435704.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -435723.906250 Penalty: 4100.272461
	Iteration 27Q: 3 clusters Score -435723.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435744.000000 Penalty: 4100.272461
	Iteration 28Q: 3 clusters Score -435744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -435758.062500 Penalty: 4100.272461
	Iteration 29Q: 3 clusters Score -435758.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -435776.031250 Penalty: 4100.272461
	Iteration 30Q: 3 clusters Score -435776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435794.562500 Penalty: 4100.272461
	Iteration 31Q: 3 clusters Score -435794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435811.218750 Penalty: 4100.272461
	Iteration 32Q: 3 clusters Score -435811.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -435826.562500 Penalty: 4100.272461
	Iteration 33Q: 3 clusters Score -435826.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -435838.843750 Penalty: 4100.272461
	Iteration 34Q: 3 clusters Score -435838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -435847.718750 Penalty: 4100.272461
	Iteration 35Q: 3 clusters Score -435847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -435856.406250 Penalty: 4100.272461
	Iteration 36Q: 3 clusters Score -435856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -435859.531250 Penalty: 4100.272461
	Iteration 37Q: 3 clusters Score -435859.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -435866.781250 Penalty: 4100.272461
	Iteration 38Q: 3 clusters Score -435866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -435872.281250 Penalty: 4100.272461
	Iteration 39Q: 3 clusters Score -435872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -435875.187500 Penalty: 4100.272461
	Iteration 40F: 3 clusters Score -435875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435877.406250 Penalty: 4100.272461
	Iteration 41Q: 3 clusters Score -435877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -435878.406250 Penalty: 4100.272461
	Iteration 42Q: 3 clusters Score -435878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435880.468750 Penalty: 4100.272461
	Iteration 43Q: 3 clusters Score -435880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -435881.406250 Penalty: 4100.272461
	Iteration 44Q: 3 clusters Score -435881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435880.437500 Penalty: 4100.272461
	Iteration 45Q: 3 clusters Score -435880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -435881.531250 Penalty: 4100.272461
	Iteration 46Q: 3 clusters Score -435881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -435881.531250 Penalty: 4100.272461
	Iteration 47F: 3 clusters Score -435881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -966905.375000 Penalty: 2239.295654
	Iteration 0F: 2 clusters Score -966905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -960182.000000 Penalty: 4478.591309
	Iteration 0F: 3 clusters Score -960182 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -962010.687500 Penalty: 4478.591309
	Iteration 1F: 3 clusters Score -962010.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -962251.937500 Penalty: 4478.591309
	Iteration 2F: 3 clusters Score -962251.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -962421.125000 Penalty: 4478.591309
	Iteration 3Q: 3 clusters Score -962421.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -962537.875000 Penalty: 4478.591309
	Iteration 4Q: 3 clusters Score -962537.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -962620.500000 Penalty: 4478.591309
	Iteration 5Q: 3 clusters Score -962620.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -962688.562500 Penalty: 4478.591309
	Iteration 6Q: 3 clusters Score -962688.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -962757.875000 Penalty: 4478.591309
	Iteration 7Q: 3 clusters Score -962757.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -962825.312500 Penalty: 4478.591309
	Iteration 8Q: 3 clusters Score -962825.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -962903.875000 Penalty: 4478.591309
	Iteration 9Q: 3 clusters Score -962903.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -962996.187500 Penalty: 4478.591309
	Iteration 10Q: 3 clusters Score -962996.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -963110.750000 Penalty: 4478.591309
	Iteration 11Q: 3 clusters Score -963110.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -963257.562500 Penalty: 4478.591309
	Iteration 12Q: 3 clusters Score -963257.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -963427.562500 Penalty: 4478.591309
	Iteration 13Q: 3 clusters Score -963427.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -963622.187500 Penalty: 4478.591309
	Iteration 14Q: 3 clusters Score -963622.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -963835.875000 Penalty: 4478.591309
	Iteration 15Q: 3 clusters Score -963835.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -964048.187500 Penalty: 4478.591309
	Iteration 16Q: 3 clusters Score -964048.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -964250.125000 Penalty: 4478.591309
	Iteration 17Q: 3 clusters Score -964250.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -964423.687500 Penalty: 4478.591309
	Iteration 18Q: 3 clusters Score -964423.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -964566.750000 Penalty: 4478.591309
	Iteration 19Q: 3 clusters Score -964566.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -964666.375000 Penalty: 4478.591309
	Iteration 20F: 3 clusters Score -964666.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -964740.062500 Penalty: 4478.591309
	Iteration 21Q: 3 clusters Score -964740.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -964790.187500 Penalty: 4478.591309
	Iteration 22Q: 3 clusters Score -964790.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -964820.062500 Penalty: 4478.591309
	Iteration 23Q: 3 clusters Score -964820.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -964838.812500 Penalty: 4478.591309
	Iteration 24Q: 3 clusters Score -964838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -964856.250000 Penalty: 4478.591309
	Iteration 25Q: 3 clusters Score -964856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -964863.437500 Penalty: 4478.591309
	Iteration 26Q: 3 clusters Score -964863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -964872.875000 Penalty: 4478.591309
	Iteration 27Q: 3 clusters Score -964872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -964878.000000 Penalty: 4478.591309
	Iteration 28Q: 3 clusters Score -964878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -964880.187500 Penalty: 4478.591309
	Iteration 29Q: 3 clusters Score -964880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -964890.625000 Penalty: 4478.591309
	Iteration 30Q: 3 clusters Score -964890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -964901.625000 Penalty: 4478.591309
	Iteration 31Q: 3 clusters Score -964901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -964909.250000 Penalty: 4478.591309
	Iteration 32Q: 3 clusters Score -964909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -964919.125000 Penalty: 4478.591309
	Iteration 33Q: 3 clusters Score -964919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -964925.875000 Penalty: 4478.591309
	Iteration 34Q: 3 clusters Score -964925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -964935.062500 Penalty: 4478.591309
	Iteration 35Q: 3 clusters Score -964935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -964935.812500 Penalty: 4478.591309
	Iteration 36Q: 3 clusters Score -964935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -964936.750000 Penalty: 4478.591309
	Iteration 37Q: 3 clusters Score -964936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -964939.750000 Penalty: 4478.591309
	Iteration 38Q: 3 clusters Score -964939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -964941.937500 Penalty: 4478.591309
	Iteration 39Q: 3 clusters Score -964941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -964941.875000 Penalty: 4478.591309
	Iteration 40F: 3 clusters Score -964941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -964943.062500 Penalty: 4478.591309
	Iteration 41Q: 3 clusters Score -964943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -964942.875000 Penalty: 4478.591309
	Iteration 42Q: 3 clusters Score -964942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -964942.875000 Penalty: 4478.591309
	Iteration 43F: 3 clusters Score -964942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Entering Unmasked Estep 
Score: -10956678.000000 Penalty: 2846.837158
	Iteration 0F: 2 clusters Score -1.095668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -10891676.000000 Penalty: 5693.674316
	Iteration 0F: 3 clusters Score -1.089168e+07 nChanged 45875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -10917926.000000 Penalty: 5693.674316
	Iteration 1F: 3 clusters Score -1.091793e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -10919218.000000 Penalty: 5693.674316
	Iteration 2Q: 3 clusters Score -1.091922e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -10920961.000000 Penalty: 5693.674316
	Iteration 3Q: 3 clusters Score -1.092096e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -10923146.000000 Penalty: 5693.674316
	Iteration 4Q: 3 clusters Score -1.092315e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -10926197.000000 Penalty: 5693.674316
	Iteration 5F: 3 clusters Score -1.09262e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -10929993.000000 Penalty: 5693.674316
	Iteration 6F: 3 clusters Score -1.092999e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -10934023.000000 Penalty: 5693.674316
	Iteration 7F: 3 clusters Score -1.093402e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -10937723.000000 Penalty: 5693.674316
	Iteration 8F: 3 clusters Score -1.093772e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -10940671.000000 Penalty: 5693.674316
	Iteration 9Q: 3 clusters Score -1.094067e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -10942976.000000 Penalty: 5693.674316
	Iteration 10Q: 3 clusters Score -1.094298e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -10944913.000000 Penalty: 5693.674316
	Iteration 11Q: 3 clusters Score -1.094491e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -10946599.000000 Penalty: 5693.674316
	Iteration 12Q: 3 clusters Score -1.09466e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -10948091.000000 Penalty: 5693.674316
	Iteration 13Q: 3 clusters Score -1.094809e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -10949498.000000 Penalty: 5693.674316
	Iteration 14Q: 3 clusters Score -1.09495e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -10950800.000000 Penalty: 5693.674316
	Iteration 15Q: 3 clusters Score -1.09508e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -10951743.000000 Penalty: 5693.674316
	Iteration 16Q: 3 clusters Score -1.095174e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -10952474.000000 Penalty: 5693.674316
	Iteration 17Q: 3 clusters Score -1.095247e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10953117.000000 Penalty: 5693.674316
	Iteration 18Q: 3 clusters Score -1.095312e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10953512.000000 Penalty: 5693.674316
	Iteration 19Q: 3 clusters Score -1.095351e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10953848.000000 Penalty: 5693.674316
	Iteration 20F: 3 clusters Score -1.095385e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10954020.000000 Penalty: 5693.674316
	Iteration 21Q: 3 clusters Score -1.095402e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10954137.000000 Penalty: 5693.674316
	Iteration 22Q: 3 clusters Score -1.095414e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10954235.000000 Penalty: 5693.674316
	Iteration 23Q: 3 clusters Score -1.095424e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10954296.000000 Penalty: 5693.674316
	Iteration 24Q: 3 clusters Score -1.09543e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10954322.000000 Penalty: 5693.674316
	Iteration 25Q: 3 clusters Score -1.095432e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10954356.000000 Penalty: 5693.674316
	Iteration 26Q: 3 clusters Score -1.095436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10954374.000000 Penalty: 5693.674316
	Iteration 27Q: 3 clusters Score -1.095437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10954375.000000 Penalty: 5693.674316
	Iteration 28Q: 3 clusters Score -1.095438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10954388.000000 Penalty: 5693.674316
	Iteration 29Q: 3 clusters Score -1.095439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10954395.000000 Penalty: 5693.674316
	Iteration 30Q: 3 clusters Score -1.09544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10954402.000000 Penalty: 5693.674316
	Iteration 31Q: 3 clusters Score -1.09544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10954404.000000 Penalty: 5693.674316
	Iteration 32Q: 3 clusters Score -1.09544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10954408.000000 Penalty: 5693.674316
	Iteration 33Q: 3 clusters Score -1.095441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10954422.000000 Penalty: 5693.674316
	Iteration 34Q: 3 clusters Score -1.095442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10954415.000000 Penalty: 5693.674316
	Iteration 35Q: 3 clusters Score -1.095442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10954415.000000 Penalty: 5693.674316
	Iteration 36Q: 3 clusters Score -1.095442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10954418.000000 Penalty: 5693.674316
	Iteration 37Q: 3 clusters Score -1.095442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10954422.000000 Penalty: 5693.674316
	Iteration 38Q: 3 clusters Score -1.095442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10954420.000000 Penalty: 5693.674316
	Iteration 39Q: 3 clusters Score -1.095442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10954420.000000 Penalty: 5693.674316
	Iteration 40F: 3 clusters Score -1.095442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Entering Unmasked Estep 
Score: -5712645.000000 Penalty: 2684.447998
	Iteration 0F: 2 clusters Score -5712645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5678933.000000 Penalty: 5368.895996
	Iteration 0F: 3 clusters Score -5678933 nChanged 23069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5692064.500000 Penalty: 5368.895996
	Iteration 1F: 3 clusters Score -5692064 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5693067.500000 Penalty: 5368.895996
	Iteration 2Q: 3 clusters Score -5693068 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5694462.000000 Penalty: 5368.895996
	Iteration 3F: 3 clusters Score -5694462 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -5696400.000000 Penalty: 5368.895996
	Iteration 4F: 3 clusters Score -5696400 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5698707.500000 Penalty: 5368.895996
	Iteration 5F: 3 clusters Score -5698708 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5701074.000000 Penalty: 5368.895996
	Iteration 6F: 3 clusters Score -5701074 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -5703350.500000 Penalty: 5368.895996
	Iteration 7F: 3 clusters Score -5703350 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5705170.500000 Penalty: 5368.895996
	Iteration 8F: 3 clusters Score -5705170 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5706538.000000 Penalty: 5368.895996
	Iteration 9Q: 3 clusters Score -5706538 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5707390.500000 Penalty: 5368.895996
	Iteration 10Q: 3 clusters Score -5707390 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5707903.000000 Penalty: 5368.895996
	Iteration 11Q: 3 clusters Score -5707903 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5708219.500000 Penalty: 5368.895996
	Iteration 12Q: 3 clusters Score -5708220 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5708409.000000 Penalty: 5368.895996
	Iteration 13Q: 3 clusters Score -5708409 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5708553.500000 Penalty: 5368.895996
	Iteration 14Q: 3 clusters Score -5708554 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5708649.500000 Penalty: 5368.895996
	Iteration 15Q: 3 clusters Score -5708650 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5708748.500000 Penalty: 5368.895996
	Iteration 16Q: 3 clusters Score -5708748 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5708847.000000 Penalty: 5368.895996
	Iteration 17Q: 3 clusters Score -5708847 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5708959.000000 Penalty: 5368.895996
	Iteration 18Q: 3 clusters Score -5708959 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5709052.500000 Penalty: 5368.895996
	Iteration 19Q: 3 clusters Score -5709052 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5709191.000000 Penalty: 5368.895996
	Iteration 20F: 3 clusters Score -5709191 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -5709258.500000 Penalty: 5368.895996
	Iteration 21Q: 3 clusters Score -5709258 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -5709408.000000 Penalty: 5368.895996
	Iteration 22Q: 3 clusters Score -5709408 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -5709501.000000 Penalty: 5368.895996
	Iteration 23Q: 3 clusters Score -5709501 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -5709596.500000 Penalty: 5368.895996
	Iteration 24Q: 3 clusters Score -5709596 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5709715.000000 Penalty: 5368.895996
	Iteration 25Q: 3 clusters Score -5709715 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -5709788.000000 Penalty: 5368.895996
	Iteration 26Q: 3 clusters Score -5709788 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5709871.500000 Penalty: 5368.895996
	Iteration 27Q: 3 clusters Score -5709872 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -5709938.000000 Penalty: 5368.895996
	Iteration 28Q: 3 clusters Score -5709938 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -5710026.500000 Penalty: 5368.895996
	Iteration 29Q: 3 clusters Score -5710026 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5710087.000000 Penalty: 5368.895996
	Iteration 30Q: 3 clusters Score -5710087 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5710149.000000 Penalty: 5368.895996
	Iteration 31Q: 3 clusters Score -5710149 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5710196.000000 Penalty: 5368.895996
	Iteration 32Q: 3 clusters Score -5710196 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -5710235.500000 Penalty: 5368.895996
	Iteration 33Q: 3 clusters Score -5710236 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5710280.000000 Penalty: 5368.895996
	Iteration 34Q: 3 clusters Score -5710280 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5710319.000000 Penalty: 5368.895996
	Iteration 35Q: 3 clusters Score -5710319 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5710358.000000 Penalty: 5368.895996
	Iteration 36Q: 3 clusters Score -5710358 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5710379.500000 Penalty: 5368.895996
	Iteration 37Q: 3 clusters Score -5710380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5710424.500000 Penalty: 5368.895996
	Iteration 38Q: 3 clusters Score -5710424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -5710440.000000 Penalty: 5368.895996
	Iteration 39Q: 3 clusters Score -5710440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5710438.000000 Penalty: 5368.895996
	Iteration 40F: 3 clusters Score -5710438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -5710438.500000 Penalty: 5368.895996
	Iteration 41Q: 3 clusters Score -5710438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5710479.500000 Penalty: 5368.895996
	Iteration 42Q: 3 clusters Score -5710480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5710492.000000 Penalty: 5368.895996
	Iteration 43Q: 3 clusters Score -5710492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5710492.500000 Penalty: 5368.895996
	Iteration 44Q: 3 clusters Score -5710492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -5710487.500000 Penalty: 5368.895996
	Iteration 45Q: 3 clusters Score -5710488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5710483.500000 Penalty: 5368.895996
	Iteration 46Q: 3 clusters Score -5710484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5710488.500000 Penalty: 5368.895996
	Iteration 47Q: 3 clusters Score -5710488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5710498.000000 Penalty: 5368.895996
	Iteration 48Q: 3 clusters Score -5710498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -5710494.000000 Penalty: 5368.895996
	Iteration 49Q: 3 clusters Score -5710494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5710496.500000 Penalty: 5368.895996
	Iteration 50Q: 3 clusters Score -5710496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -5710497.500000 Penalty: 5368.895996
	Iteration 51Q: 3 clusters Score -5710498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5710492.500000 Penalty: 5368.895996
	Iteration 52Q: 3 clusters Score -5710492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -5710503.000000 Penalty: 5368.895996
	Iteration 53Q: 3 clusters Score -5710503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5710514.500000 Penalty: 5368.895996
	Iteration 54Q: 3 clusters Score -5710514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -5710514.500000 Penalty: 5368.895996
	Iteration 55Q: 3 clusters Score -5710514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5710515.000000 Penalty: 5368.895996
	Iteration 56Q: 3 clusters Score -5710515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5710520.500000 Penalty: 5368.895996
	Iteration 57Q: 3 clusters Score -5710520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5710525.500000 Penalty: 5368.895996
	Iteration 58Q: 3 clusters Score -5710526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -5710521.500000 Penalty: 5368.895996
	Iteration 59Q: 3 clusters Score -5710522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -5710524.000000 Penalty: 5368.895996
	Iteration 60F: 3 clusters Score -5710524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -5710523.000000 Penalty: 5368.895996
	Iteration 61Q: 3 clusters Score -5710523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5710523.500000 Penalty: 5368.895996
	Iteration 62Q: 3 clusters Score -5710524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -5710519.000000 Penalty: 5368.895996
	Iteration 63Q: 3 clusters Score -5710519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -5710514.000000 Penalty: 5368.895996
	Iteration 64Q: 3 clusters Score -5710514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5710511.500000 Penalty: 5368.895996
	Iteration 65Q: 3 clusters Score -5710512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5710513.500000 Penalty: 5368.895996
	Iteration 66Q: 3 clusters Score -5710514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -5710509.000000 Penalty: 5368.895996
	Iteration 67Q: 3 clusters Score -5710509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5710509.000000 Penalty: 5368.895996
	Iteration 68Q: 3 clusters Score -5710509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5710516.000000 Penalty: 5368.895996
	Iteration 69Q: 3 clusters Score -5710516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5710518.000000 Penalty: 5368.895996
	Iteration 70Q: 3 clusters Score -5710518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5710524.000000 Penalty: 5368.895996
	Iteration 71Q: 3 clusters Score -5710524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5710517.000000 Penalty: 5368.895996
	Iteration 72Q: 3 clusters Score -5710517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -5710518.000000 Penalty: 5368.895996
	Iteration 73Q: 3 clusters Score -5710518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5710523.000000 Penalty: 5368.895996
	Iteration 74Q: 3 clusters Score -5710523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5710518.500000 Penalty: 5368.895996
	Iteration 75Q: 3 clusters Score -5710518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5710517.500000 Penalty: 5368.895996
	Iteration 76Q: 3 clusters Score -5710518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5710512.500000 Penalty: 5368.895996
	Iteration 77Q: 3 clusters Score -5710512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -5710509.500000 Penalty: 5368.895996
	Iteration 78Q: 3 clusters Score -5710510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5710508.000000 Penalty: 5368.895996
	Iteration 79Q: 3 clusters Score -5710508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5710513.500000 Penalty: 5368.895996
	Iteration 80F: 3 clusters Score -5710514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5710511.500000 Penalty: 5368.895996
	Iteration 81Q: 3 clusters Score -5710512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -5710508.000000 Penalty: 5368.895996
	Iteration 82Q: 3 clusters Score -5710508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -5710513.000000 Penalty: 5368.895996
	Iteration 83Q: 3 clusters Score -5710513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5710501.500000 Penalty: 5368.895996
	Iteration 84Q: 3 clusters Score -5710502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -5710515.500000 Penalty: 5368.895996
	Iteration 85Q: 3 clusters Score -5710516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -5710522.000000 Penalty: 5368.895996
	Iteration 86Q: 3 clusters Score -5710522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -5710520.000000 Penalty: 5368.895996
	Iteration 87Q: 3 clusters Score -5710520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5710517.000000 Penalty: 5368.895996
	Iteration 88Q: 3 clusters Score -5710517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -5710515.000000 Penalty: 5368.895996
	Iteration 89Q: 3 clusters Score -5710515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5710516.500000 Penalty: 5368.895996
	Iteration 90Q: 3 clusters Score -5710516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5710516.500000 Penalty: 5368.895996
	Iteration 91F: 3 clusters Score -5710516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12803.560547 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12803.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11912.737305 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11912.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11948.672852 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11948.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11962.626953 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11962.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11962.626953 Penalty: 2454.584961
	Iteration 3F: 3 clusters Score -11962.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -206248.421875 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -206248.4 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 953 members 
Entering Unmasked Estep 
Score: -203666.250000 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -203666.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -204109.031250 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -204109 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -204247.812500 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -204247.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -204321.812500 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -204321.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204365.343750 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -204365.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -204401.062500 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -204401.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204431.015625 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -204431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -204463.890625 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -204463.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -204490.984375 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -204491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204525.500000 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -204525.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -204568.375000 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -204568.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -204614.843750 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -204614.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204650.484375 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -204650.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -204692.765625 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -204692.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -204730.296875 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -204730.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -204787.578125 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -204787.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -204865.734375 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -204865.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205043.546875 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -205043.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -205337.546875 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -205337.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -205670.437500 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -205670.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -205912.593750 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -205912.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -206025.031250 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -206025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -206089.062500 Penalty: 3741.726074
	Iteration 22Q: 3 clusters Score -206089.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -206159.703125 Penalty: 3741.726074
	Iteration 23Q: 3 clusters Score -206159.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -206208.781250 Penalty: 3741.726074
	Iteration 24Q: 3 clusters Score -206208.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206235.796875 Penalty: 3741.726074
	Iteration 25Q: 3 clusters Score -206235.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -206248.187500 Penalty: 3741.726074
	Iteration 26Q: 3 clusters Score -206248.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -206262.531250 Penalty: 3741.726074
	Iteration 27Q: 3 clusters Score -206262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -206270.812500 Penalty: 3741.726074
	Iteration 28Q: 3 clusters Score -206270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -206274.781250 Penalty: 3741.726074
	Iteration 29Q: 3 clusters Score -206274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206280.593750 Penalty: 3741.726074
	Iteration 30Q: 3 clusters Score -206280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -206285.625000 Penalty: 3741.726074
	Iteration 31Q: 3 clusters Score -206285.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206293.843750 Penalty: 3741.726074
	Iteration 32Q: 3 clusters Score -206293.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -206306.890625 Penalty: 3741.726074
	Iteration 33Q: 3 clusters Score -206306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -206323.343750 Penalty: 3741.726074
	Iteration 34Q: 3 clusters Score -206323.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -206350.703125 Penalty: 3741.726074
	Iteration 35Q: 3 clusters Score -206350.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -206395.906250 Penalty: 3741.726074
	Iteration 36Q: 3 clusters Score -206395.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -206481.703125 Penalty: 3741.726074
	Iteration 37Q: 3 clusters Score -206481.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -206609.343750 Penalty: 3741.726074
	Iteration 38Q: 3 clusters Score -206609.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206661.234375 Penalty: 3741.726074
	Iteration 39Q: 3 clusters Score -206661.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206699.000000 Penalty: 3741.726074
	Iteration 40F: 3 clusters Score -206699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -206715.687500 Penalty: 3741.726074
	Iteration 41Q: 3 clusters Score -206715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -206726.656250 Penalty: 3741.726074
	Iteration 42Q: 3 clusters Score -206726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -206734.640625 Penalty: 3741.726074
	Iteration 43Q: 3 clusters Score -206734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -206741.765625 Penalty: 3741.726074
	Iteration 44Q: 3 clusters Score -206741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -206747.046875 Penalty: 3741.726074
	Iteration 45Q: 3 clusters Score -206747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -206754.468750 Penalty: 3741.726074
	Iteration 46Q: 3 clusters Score -206754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -206754.468750 Penalty: 3741.726074
	Iteration 47F: 3 clusters Score -206754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31312 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96682 members 
Mstep: Class 16 contains 50231 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 678 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48335 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346408 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 1211 members 
Entering Unmasked Estep 
Score: -110915312.000000 Penalty: 150896.156250
Splitting cluster 18 changes total score from -110916272.000000 to -110915312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -574734.875000 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -574734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -569775.062500 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -569775.1 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -571114.500000 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -571114.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -571435.687500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -571435.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -571696.062500 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -571696.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -571890.000000 Penalty: 4290.647461
	Iteration 4Q: 3 clusters Score -571890 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -572043.625000 Penalty: 4290.647461
	Iteration 5Q: 3 clusters Score -572043.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -572158.062500 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -572158.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -572267.812500 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -572267.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -572367.250000 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -572367.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -572447.250000 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -572447.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -572523.187500 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -572523.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -572601.500000 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -572601.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -572658.437500 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -572658.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -572709.500000 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -572709.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -572746.812500 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -572746.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -572781.125000 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -572781.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -572810.437500 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -572810.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -572836.437500 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -572836.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -572858.125000 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -572858.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -572882.187500 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -572882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -572899.875000 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -572899.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -572927.937500 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -572927.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -572949.812500 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -572949.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -572964.250000 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -572964.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -572978.375000 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -572978.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -572993.375000 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -572993.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -573008.812500 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -573008.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -573020.437500 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -573020.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -573030.812500 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -573030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -573039.125000 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -573039.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -573049.312500 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -573049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -573054.750000 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -573054.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -573061.250000 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -573061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -573067.000000 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -573067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -573075.062500 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -573075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -573081.500000 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -573081.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -573088.812500 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -573088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -573099.812500 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -573099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -573106.125000 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -573106.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -573118.125000 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -573118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -573125.562500 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -573125.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -573142.625000 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -573142.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -573158.625000 Penalty: 4290.647461
	Iteration 42Q: 3 clusters Score -573158.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -573171.250000 Penalty: 4290.647461
	Iteration 43Q: 3 clusters Score -573171.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -573184.937500 Penalty: 4290.647461
	Iteration 44Q: 3 clusters Score -573184.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -573196.312500 Penalty: 4290.647461
	Iteration 45Q: 3 clusters Score -573196.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -573208.812500 Penalty: 4290.647461
	Iteration 46Q: 3 clusters Score -573208.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -573221.312500 Penalty: 4290.647461
	Iteration 47Q: 3 clusters Score -573221.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -573233.500000 Penalty: 4290.647461
	Iteration 48Q: 3 clusters Score -573233.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -573244.750000 Penalty: 4290.647461
	Iteration 49Q: 3 clusters Score -573244.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -573254.125000 Penalty: 4290.647461
	Iteration 50Q: 3 clusters Score -573254.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -573263.500000 Penalty: 4290.647461
	Iteration 51Q: 3 clusters Score -573263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -573270.750000 Penalty: 4290.647461
	Iteration 52Q: 3 clusters Score -573270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -573275.187500 Penalty: 4290.647461
	Iteration 53Q: 3 clusters Score -573275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -573277.250000 Penalty: 4290.647461
	Iteration 54Q: 3 clusters Score -573277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -573280.437500 Penalty: 4290.647461
	Iteration 55Q: 3 clusters Score -573280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -573288.625000 Penalty: 4290.647461
	Iteration 56Q: 3 clusters Score -573288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -573297.500000 Penalty: 4290.647461
	Iteration 57Q: 3 clusters Score -573297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -573299.687500 Penalty: 4290.647461
	Iteration 58Q: 3 clusters Score -573299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -573302.937500 Penalty: 4290.647461
	Iteration 59Q: 3 clusters Score -573302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -573304.875000 Penalty: 4290.647461
	Iteration 60F: 3 clusters Score -573304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -573306.187500 Penalty: 4290.647461
	Iteration 61Q: 3 clusters Score -573306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -573306.187500 Penalty: 4290.647461
	Iteration 62F: 3 clusters Score -573306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -141956.250000 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -141956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -139750.203125 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -139750.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140092.625000 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -140092.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -140217.437500 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -140217.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -140282.359375 Penalty: 3584.920654
	Iteration 3Q: 3 clusters Score -140282.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -140317.484375 Penalty: 3584.920654
	Iteration 4Q: 3 clusters Score -140317.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140347.015625 Penalty: 3584.920654
	Iteration 5Q: 3 clusters Score -140347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140374.421875 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -140374.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140392.156250 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -140392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140397.921875 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -140397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140403.031250 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -140403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140407.921875 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -140407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140417.468750 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -140417.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140426.109375 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -140426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140439.921875 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -140439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140444.015625 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -140444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140445.359375 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -140445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140447.140625 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -140447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -140447.968750 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -140448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -140447.968750 Penalty: 3584.920654
	Iteration 18F: 3 clusters Score -140448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Entering Unmasked Estep 
Score: -1735456.625000 Penalty: 2387.138428
	Iteration 0F: 2 clusters Score -1735457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1724464.000000 Penalty: 4774.276855
	Iteration 0F: 3 clusters Score -1724464 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1727907.375000 Penalty: 4774.276855
	Iteration 1F: 3 clusters Score -1727907 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1728270.875000 Penalty: 4774.276855
	Iteration 2F: 3 clusters Score -1728271 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1728566.500000 Penalty: 4774.276855
	Iteration 3Q: 3 clusters Score -1728566 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1728862.625000 Penalty: 4774.276855
	Iteration 4Q: 3 clusters Score -1728863 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1729176.625000 Penalty: 4774.276855
	Iteration 5Q: 3 clusters Score -1729177 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1729483.500000 Penalty: 4774.276855
	Iteration 6Q: 3 clusters Score -1729484 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1729798.500000 Penalty: 4774.276855
	Iteration 7Q: 3 clusters Score -1729798 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1730110.750000 Penalty: 4774.276855
	Iteration 8Q: 3 clusters Score -1730111 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1730426.375000 Penalty: 4774.276855
	Iteration 9Q: 3 clusters Score -1730426 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1730722.875000 Penalty: 4774.276855
	Iteration 10Q: 3 clusters Score -1730723 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1731013.500000 Penalty: 4774.276855
	Iteration 11Q: 3 clusters Score -1731014 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1731266.000000 Penalty: 4774.276855
	Iteration 12Q: 3 clusters Score -1731266 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1731478.000000 Penalty: 4774.276855
	Iteration 13Q: 3 clusters Score -1731478 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1731675.500000 Penalty: 4774.276855
	Iteration 14Q: 3 clusters Score -1731676 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1731856.500000 Penalty: 4774.276855
	Iteration 15Q: 3 clusters Score -1731856 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1731992.750000 Penalty: 4774.276855
	Iteration 16Q: 3 clusters Score -1731993 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1732135.750000 Penalty: 4774.276855
	Iteration 17Q: 3 clusters Score -1732136 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1732288.500000 Penalty: 4774.276855
	Iteration 18Q: 3 clusters Score -1732288 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1732443.625000 Penalty: 4774.276855
	Iteration 19Q: 3 clusters Score -1732444 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1732595.750000 Penalty: 4774.276855
	Iteration 20F: 3 clusters Score -1732596 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1732752.250000 Penalty: 4774.276855
	Iteration 21Q: 3 clusters Score -1732752 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1732898.625000 Penalty: 4774.276855
	Iteration 22Q: 3 clusters Score -1732899 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1733016.250000 Penalty: 4774.276855
	Iteration 23Q: 3 clusters Score -1733016 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1733131.625000 Penalty: 4774.276855
	Iteration 24Q: 3 clusters Score -1733132 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1733222.375000 Penalty: 4774.276855
	Iteration 25Q: 3 clusters Score -1733222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1733296.125000 Penalty: 4774.276855
	Iteration 26Q: 3 clusters Score -1733296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1733349.000000 Penalty: 4774.276855
	Iteration 27Q: 3 clusters Score -1733349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1733375.750000 Penalty: 4774.276855
	Iteration 28Q: 3 clusters Score -1733376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1733406.375000 Penalty: 4774.276855
	Iteration 29Q: 3 clusters Score -1733406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1733427.500000 Penalty: 4774.276855
	Iteration 30Q: 3 clusters Score -1733428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1733452.750000 Penalty: 4774.276855
	Iteration 31Q: 3 clusters Score -1733453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1733466.000000 Penalty: 4774.276855
	Iteration 32Q: 3 clusters Score -1733466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1733479.000000 Penalty: 4774.276855
	Iteration 33Q: 3 clusters Score -1733479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1733494.000000 Penalty: 4774.276855
	Iteration 34Q: 3 clusters Score -1733494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1733504.250000 Penalty: 4774.276855
	Iteration 35Q: 3 clusters Score -1733504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1733507.875000 Penalty: 4774.276855
	Iteration 36Q: 3 clusters Score -1733508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1733512.125000 Penalty: 4774.276855
	Iteration 37Q: 3 clusters Score -1733512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1733512.750000 Penalty: 4774.276855
	Iteration 38Q: 3 clusters Score -1733513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1733518.750000 Penalty: 4774.276855
	Iteration 39Q: 3 clusters Score -1733519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1733521.250000 Penalty: 4774.276855
	Iteration 40F: 3 clusters Score -1733521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1733523.250000 Penalty: 4774.276855
	Iteration 41Q: 3 clusters Score -1733523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1733530.250000 Penalty: 4774.276855
	Iteration 42Q: 3 clusters Score -1733530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1733530.000000 Penalty: 4774.276855
	Iteration 43Q: 3 clusters Score -1733530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1733532.875000 Penalty: 4774.276855
	Iteration 44Q: 3 clusters Score -1733533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1733535.125000 Penalty: 4774.276855
	Iteration 45Q: 3 clusters Score -1733535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1733533.625000 Penalty: 4774.276855
	Iteration 46Q: 3 clusters Score -1733534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1733534.625000 Penalty: 4774.276855
	Iteration 47Q: 3 clusters Score -1733535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1733535.250000 Penalty: 4774.276855
	Iteration 48Q: 3 clusters Score -1733535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1733537.375000 Penalty: 4774.276855
	Iteration 49Q: 3 clusters Score -1733537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1733538.250000 Penalty: 4774.276855
	Iteration 50Q: 3 clusters Score -1733538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1733535.250000 Penalty: 4774.276855
	Iteration 51Q: 3 clusters Score -1733535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1733535.250000 Penalty: 4774.276855
	Iteration 52F: 3 clusters Score -1733535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -22377.708984 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -22377.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21171.994141 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -21171.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21260.439453 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -21260.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21309.923828 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -21309.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21334.480469 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -21334.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21354.820312 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -21354.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21376.031250 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -21376.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21392.556641 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -21392.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21392.556641 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -21392.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Entering Unmasked Estep 
Score: -5360230.000000 Penalty: 2674.906006
	Iteration 0F: 2 clusters Score -5360230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -5327862.000000 Penalty: 5349.812012
	Iteration 0F: 3 clusters Score -5327862 nChanged 22197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5339838.000000 Penalty: 5349.812012
	Iteration 1F: 3 clusters Score -5339838 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5340278.000000 Penalty: 5349.812012
	Iteration 2Q: 3 clusters Score -5340278 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -5340657.000000 Penalty: 5349.812012
	Iteration 3Q: 3 clusters Score -5340657 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -5341035.500000 Penalty: 5349.812012
	Iteration 4Q: 3 clusters Score -5341036 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5341371.000000 Penalty: 5349.812012
	Iteration 5Q: 3 clusters Score -5341371 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -5341744.500000 Penalty: 5349.812012
	Iteration 6Q: 3 clusters Score -5341744 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5342165.000000 Penalty: 5349.812012
	Iteration 7Q: 3 clusters Score -5342165 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5342623.500000 Penalty: 5349.812012
	Iteration 8Q: 3 clusters Score -5342624 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5343140.500000 Penalty: 5349.812012
	Iteration 9Q: 3 clusters Score -5343140 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -5343794.000000 Penalty: 5349.812012
	Iteration 10Q: 3 clusters Score -5343794 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -5344776.000000 Penalty: 5349.812012
	Iteration 11Q: 3 clusters Score -5344776 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5345985.000000 Penalty: 5349.812012
	Iteration 12Q: 3 clusters Score -5345985 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -5347526.500000 Penalty: 5349.812012
	Iteration 13F: 3 clusters Score -5347526 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5349314.000000 Penalty: 5349.812012
	Iteration 14F: 3 clusters Score -5349314 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5351339.500000 Penalty: 5349.812012
	Iteration 15F: 3 clusters Score -5351340 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -5353559.000000 Penalty: 5349.812012
	Iteration 16F: 3 clusters Score -5353559 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -5355520.500000 Penalty: 5349.812012
	Iteration 17Q: 3 clusters Score -5355520 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -5356808.000000 Penalty: 5349.812012
	Iteration 18Q: 3 clusters Score -5356808 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -5357469.000000 Penalty: 5349.812012
	Iteration 19Q: 3 clusters Score -5357469 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -5357711.000000 Penalty: 5349.812012
	Iteration 20F: 3 clusters Score -5357711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -5357817.000000 Penalty: 5349.812012
	Iteration 21Q: 3 clusters Score -5357817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -5357846.500000 Penalty: 5349.812012
	Iteration 22Q: 3 clusters Score -5357846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -5357864.500000 Penalty: 5349.812012
	Iteration 23Q: 3 clusters Score -5357864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -5357886.000000 Penalty: 5349.812012
	Iteration 24Q: 3 clusters Score -5357886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -5357902.000000 Penalty: 5349.812012
	Iteration 25Q: 3 clusters Score -5357902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -5357908.000000 Penalty: 5349.812012
	Iteration 26Q: 3 clusters Score -5357908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -5357914.500000 Penalty: 5349.812012
	Iteration 27Q: 3 clusters Score -5357914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -5357921.500000 Penalty: 5349.812012
	Iteration 28Q: 3 clusters Score -5357922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -5357931.500000 Penalty: 5349.812012
	Iteration 29Q: 3 clusters Score -5357932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -5357934.000000 Penalty: 5349.812012
	Iteration 30Q: 3 clusters Score -5357934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -5357934.500000 Penalty: 5349.812012
	Iteration 31Q: 3 clusters Score -5357934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5357937.000000 Penalty: 5349.812012
	Iteration 32Q: 3 clusters Score -5357937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5357937.000000 Penalty: 5349.812012
	Iteration 33F: 3 clusters Score -5357937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -252856.750000 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -252856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -250073.953125 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -250074 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -250597.203125 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -250597.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250753.093750 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -250753.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -250883.078125 Penalty: 3846.010010
	Iteration 3F: 3 clusters Score -250883.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250973.687500 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -250973.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -251056.281250 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -251056.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -251136.937500 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -251136.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -251190.312500 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -251190.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -251247.640625 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -251247.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -251307.000000 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -251307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -251354.375000 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -251354.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -251388.765625 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -251388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -251413.093750 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -251413.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -251439.796875 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -251439.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -251458.109375 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -251458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -251470.281250 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -251470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -251473.781250 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -251473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -251476.765625 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -251476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -251478.406250 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -251478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -251480.375000 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -251480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -251480.843750 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -251480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -251481.859375 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -251481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -251483.234375 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -251483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -251483.234375 Penalty: 3846.010010
	Iteration 23F: 3 clusters Score -251483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -275081.312500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -275081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272118.312500 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -272118.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -272729.531250 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272729.5 nChanged 180
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: -272859.812500 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272859.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -272929.656250 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272929.7 nChanged 69
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: -272969.281250 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272969.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -272997.781250 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272997.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -273014.375000 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -273014.4 nChanged 22
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: -273025.937500 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -273025.9 nChanged 22
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: -273041.531250 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -273041.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -273060.218750 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -273060.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -273074.750000 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -273074.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -273085.656250 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -273085.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -273099.125000 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273099.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -273108.843750 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273108.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -273116.187500 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -273125.812500 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -273137.250000 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -273151.500000 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -273162.468750 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273162.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -273174.187500 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273174.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -273189.812500 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273189.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -273206.437500 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -273206.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -273226.531250 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -273226.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -273244.125000 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -273244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -273255.218750 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -273255.2 nChanged 26
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: -273273.906250 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -273273.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -273287.843750 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -273287.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -273302.281250 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -273302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -273313.343750 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -273313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -273320.281250 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -273320.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -273326.218750 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -273326.2 nChanged 7
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: -273330.281250 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -273330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -273333.125000 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -273333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -273336.656250 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -273336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -273342.156250 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -273342.2 nChanged 13
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: -273346.500000 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -273346.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -273352.781250 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -273352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -273362.031250 Penalty: 3879.535156
	Iteration 37Q: 3 clusters Score -273362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -273367.843750 Penalty: 3879.535156
	Iteration 38Q: 3 clusters Score -273367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -273376.343750 Penalty: 3879.535156
	Iteration 39Q: 3 clusters Score -273376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -273385.250000 Penalty: 3879.535156
	Iteration 40F: 3 clusters Score -273385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -273393.281250 Penalty: 3879.535156
	Iteration 41Q: 3 clusters Score -273393.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -273401.843750 Penalty: 3879.535156
	Iteration 42Q: 3 clusters Score -273401.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -273409.906250 Penalty: 3879.535156
	Iteration 43Q: 3 clusters Score -273409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -273413.406250 Penalty: 3879.535156
	Iteration 44Q: 3 clusters Score -273413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -273417.218750 Penalty: 3879.535156
	Iteration 45Q: 3 clusters Score -273417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -273425.250000 Penalty: 3879.535156
	Iteration 46Q: 3 clusters Score -273425.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -273437.000000 Penalty: 3879.535156
	Iteration 47Q: 3 clusters Score -273437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -273447.906250 Penalty: 3879.535156
	Iteration 48Q: 3 clusters Score -273447.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -273462.250000 Penalty: 3879.535156
	Iteration 49Q: 3 clusters Score -273462.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -273474.843750 Penalty: 3879.535156
	Iteration 50Q: 3 clusters Score -273474.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -273488.031250 Penalty: 3879.535156
	Iteration 51Q: 3 clusters Score -273488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -273506.468750 Penalty: 3879.535156
	Iteration 52Q: 3 clusters Score -273506.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -273523.718750 Penalty: 3879.535156
	Iteration 53Q: 3 clusters Score -273523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -273530.906250 Penalty: 3879.535156
	Iteration 54Q: 3 clusters Score -273530.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -273540.281250 Penalty: 3879.535156
	Iteration 55Q: 3 clusters Score -273540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -273550.281250 Penalty: 3879.535156
	Iteration 56Q: 3 clusters Score -273550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -273559.687500 Penalty: 3879.535156
	Iteration 57Q: 3 clusters Score -273559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -273564.718750 Penalty: 3879.535156
	Iteration 58Q: 3 clusters Score -273564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -273567.625000 Penalty: 3879.535156
	Iteration 59Q: 3 clusters Score -273567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -273569.875000 Penalty: 3879.535156
	Iteration 60F: 3 clusters Score -273569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -273570.593750 Penalty: 3879.535156
	Iteration 61Q: 3 clusters Score -273570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -273571.906250 Penalty: 3879.535156
	Iteration 62Q: 3 clusters Score -273571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -273572.781250 Penalty: 3879.535156
	Iteration 63Q: 3 clusters Score -273572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -273573.500000 Penalty: 3879.535156
	Iteration 64Q: 3 clusters Score -273573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -273574.718750 Penalty: 3879.535156
	Iteration 65Q: 3 clusters Score -273574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -273575.218750 Penalty: 3879.535156
	Iteration 66Q: 3 clusters Score -273575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -273575.843750 Penalty: 3879.535156
	Iteration 67Q: 3 clusters Score -273575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -273576.500000 Penalty: 3879.535156
	Iteration 68Q: 3 clusters Score -273576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -273576.968750 Penalty: 3879.535156
	Iteration 69Q: 3 clusters Score -273577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -273576.968750 Penalty: 3879.535156
	Iteration 70F: 3 clusters Score -273577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Entering Unmasked Estep 
Score: -3836825.250000 Penalty: 2590.575928
	Iteration 0F: 2 clusters Score -3836825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3813246.750000 Penalty: 5181.151855
	Iteration 0F: 3 clusters Score -3813247 nChanged 15663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3821760.250000 Penalty: 5181.151855
	Iteration 1F: 3 clusters Score -3821760 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3822469.750000 Penalty: 5181.151855
	Iteration 2Q: 3 clusters Score -3822470 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3823272.250000 Penalty: 5181.151855
	Iteration 3F: 3 clusters Score -3823272 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3824277.500000 Penalty: 5181.151855
	Iteration 4F: 3 clusters Score -3824278 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3825479.250000 Penalty: 5181.151855
	Iteration 5F: 3 clusters Score -3825479 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3826917.500000 Penalty: 5181.151855
	Iteration 6F: 3 clusters Score -3826918 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3828584.000000 Penalty: 5181.151855
	Iteration 7F: 3 clusters Score -3828584 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3830264.250000 Penalty: 5181.151855
	Iteration 8F: 3 clusters Score -3830264 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3831567.500000 Penalty: 5181.151855
	Iteration 9Q: 3 clusters Score -3831568 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3832323.500000 Penalty: 5181.151855
	Iteration 10Q: 3 clusters Score -3832324 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3832804.500000 Penalty: 5181.151855
	Iteration 11Q: 3 clusters Score -3832804 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3833102.000000 Penalty: 5181.151855
	Iteration 12Q: 3 clusters Score -3833102 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3833324.750000 Penalty: 5181.151855
	Iteration 13Q: 3 clusters Score -3833325 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3833481.750000 Penalty: 5181.151855
	Iteration 14Q: 3 clusters Score -3833482 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3833638.750000 Penalty: 5181.151855
	Iteration 15Q: 3 clusters Score -3833639 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3833797.750000 Penalty: 5181.151855
	Iteration 16Q: 3 clusters Score -3833798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3833953.750000 Penalty: 5181.151855
	Iteration 17Q: 3 clusters Score -3833954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3834088.000000 Penalty: 5181.151855
	Iteration 18Q: 3 clusters Score -3834088 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3834183.000000 Penalty: 5181.151855
	Iteration 19Q: 3 clusters Score -3834183 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3834300.750000 Penalty: 5181.151855
	Iteration 20F: 3 clusters Score -3834301 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3834383.750000 Penalty: 5181.151855
	Iteration 21Q: 3 clusters Score -3834384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3834446.750000 Penalty: 5181.151855
	Iteration 22Q: 3 clusters Score -3834447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3834488.750000 Penalty: 5181.151855
	Iteration 23Q: 3 clusters Score -3834489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3834512.250000 Penalty: 5181.151855
	Iteration 24Q: 3 clusters Score -3834512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3834536.250000 Penalty: 5181.151855
	Iteration 25Q: 3 clusters Score -3834536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3834558.000000 Penalty: 5181.151855
	Iteration 26Q: 3 clusters Score -3834558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3834574.750000 Penalty: 5181.151855
	Iteration 27Q: 3 clusters Score -3834575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3834584.250000 Penalty: 5181.151855
	Iteration 28Q: 3 clusters Score -3834584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3834602.250000 Penalty: 5181.151855
	Iteration 29Q: 3 clusters Score -3834602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3834621.000000 Penalty: 5181.151855
	Iteration 30Q: 3 clusters Score -3834621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3834626.000000 Penalty: 5181.151855
	Iteration 31Q: 3 clusters Score -3834626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3834638.500000 Penalty: 5181.151855
	Iteration 32Q: 3 clusters Score -3834638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3834649.250000 Penalty: 5181.151855
	Iteration 33Q: 3 clusters Score -3834649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3834659.250000 Penalty: 5181.151855
	Iteration 34Q: 3 clusters Score -3834659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3834673.250000 Penalty: 5181.151855
	Iteration 35Q: 3 clusters Score -3834673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3834687.000000 Penalty: 5181.151855
	Iteration 36Q: 3 clusters Score -3834687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3834687.500000 Penalty: 5181.151855
	Iteration 37Q: 3 clusters Score -3834688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3834686.250000 Penalty: 5181.151855
	Iteration 38Q: 3 clusters Score -3834686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3834691.500000 Penalty: 5181.151855
	Iteration 39Q: 3 clusters Score -3834692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3834700.000000 Penalty: 5181.151855
	Iteration 40F: 3 clusters Score -3834700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3834698.000000 Penalty: 5181.151855
	Iteration 41Q: 3 clusters Score -3834698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3834708.250000 Penalty: 5181.151855
	Iteration 42Q: 3 clusters Score -3834708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3834719.500000 Penalty: 5181.151855
	Iteration 43Q: 3 clusters Score -3834720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3834727.000000 Penalty: 5181.151855
	Iteration 44Q: 3 clusters Score -3834727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3834735.750000 Penalty: 5181.151855
	Iteration 45Q: 3 clusters Score -3834736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3834766.000000 Penalty: 5181.151855
	Iteration 46Q: 3 clusters Score -3834766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3834814.500000 Penalty: 5181.151855
	Iteration 47Q: 3 clusters Score -3834814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3834872.500000 Penalty: 5181.151855
	Iteration 48Q: 3 clusters Score -3834872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3834939.000000 Penalty: 5181.151855
	Iteration 49Q: 3 clusters Score -3834939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3834987.000000 Penalty: 5181.151855
	Iteration 50Q: 3 clusters Score -3834987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3835045.250000 Penalty: 5181.151855
	Iteration 51Q: 3 clusters Score -3835045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3835079.250000 Penalty: 5181.151855
	Iteration 52Q: 3 clusters Score -3835079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3835100.750000 Penalty: 5181.151855
	Iteration 53Q: 3 clusters Score -3835101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3835104.500000 Penalty: 5181.151855
	Iteration 54Q: 3 clusters Score -3835104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3835108.250000 Penalty: 5181.151855
	Iteration 55Q: 3 clusters Score -3835108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3835109.750000 Penalty: 5181.151855
	Iteration 56Q: 3 clusters Score -3835110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3835117.000000 Penalty: 5181.151855
	Iteration 57Q: 3 clusters Score -3835117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3835120.000000 Penalty: 5181.151855
	Iteration 58Q: 3 clusters Score -3835120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3835115.500000 Penalty: 5181.151855
	Iteration 59Q: 3 clusters Score -3835116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3835119.250000 Penalty: 5181.151855
	Iteration 60F: 3 clusters Score -3835119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3835120.750000 Penalty: 5181.151855
	Iteration 61Q: 3 clusters Score -3835121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3835122.000000 Penalty: 5181.151855
	Iteration 62Q: 3 clusters Score -3835122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3835126.750000 Penalty: 5181.151855
	Iteration 63Q: 3 clusters Score -3835127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3835123.500000 Penalty: 5181.151855
	Iteration 64Q: 3 clusters Score -3835124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3835123.500000 Penalty: 5181.151855
	Iteration 65F: 3 clusters Score -3835124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -346653.375000 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -346653.4 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 1543 members 
Entering Unmasked Estep 
Score: -343289.875000 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -343289.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -343954.500000 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -343954.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -344121.656250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -344121.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -344241.406250 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -344241.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -344304.375000 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -344304.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -344344.312500 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -344344.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -344380.875000 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -344380.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -344402.218750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -344402.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -344421.125000 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -344421.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -344436.468750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -344436.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -344451.812500 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -344451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -344464.031250 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -344464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -344474.000000 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -344474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -344479.875000 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -344479.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -344491.812500 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -344491.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -344499.875000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -344499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -344508.156250 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -344508.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -344515.375000 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -344515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -344519.781250 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -344519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -344520.656250 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -344520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -344523.812500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -344523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -344526.093750 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -344526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -344527.718750 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -344527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344530.218750 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -344530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344532.687500 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -344532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -344535.625000 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -344535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -344537.031250 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -344537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -344539.781250 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -344539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -344542.250000 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -344542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -344550.812500 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -344550.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -344556.656250 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -344556.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344562.343750 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -344562.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -344565.937500 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -344565.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -344567.562500 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -344567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -344571.531250 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -344571.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -344575.156250 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -344575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -344582.656250 Penalty: 3983.405762
	Iteration 36Q: 3 clusters Score -344582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -344587.375000 Penalty: 3983.405762
	Iteration 37Q: 3 clusters Score -344587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -344589.406250 Penalty: 3983.405762
	Iteration 38Q: 3 clusters Score -344589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -344590.375000 Penalty: 3983.405762
	Iteration 39Q: 3 clusters Score -344590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -344591.156250 Penalty: 3983.405762
	Iteration 40F: 3 clusters Score -344591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -344592.812500 Penalty: 3983.405762
	Iteration 41Q: 3 clusters Score -344592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -344593.343750 Penalty: 3983.405762
	Iteration 42Q: 3 clusters Score -344593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -344593.656250 Penalty: 3983.405762
	Iteration 43Q: 3 clusters Score -344593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -344595.062500 Penalty: 3983.405762
	Iteration 44Q: 3 clusters Score -344595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -344595.062500 Penalty: 3983.405762
	Iteration 45F: 3 clusters Score -344595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -54952.312500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -54952.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53355.023438 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -53355.02 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53564.265625 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -53564.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53642.628906 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -53642.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53688.929688 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -53688.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53719.242188 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -53719.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53737.671875 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -53737.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53757.246094 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -53757.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53775.093750 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -53775.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53790.257812 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -53790.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53793.945312 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -53793.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53797.453125 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -53797.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53803.953125 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -53803.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53832.074219 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -53832.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53856.722656 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -53856.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53880.976562 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -53880.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53893.027344 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -53893.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53903.140625 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -53903.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53908.222656 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -53908.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53910.152344 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -53910.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53911.460938 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -53911.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53911.460938 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -53911.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -475682.125000 Penalty: 2097.445801
	Iteration 0F: 2 clusters Score -475682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -471343.718750 Penalty: 4194.891602
	Iteration 0F: 3 clusters Score -471343.7 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -472535.906250 Penalty: 4194.891602
	Iteration 1F: 3 clusters Score -472535.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -472905.750000 Penalty: 4194.891602
	Iteration 2F: 3 clusters Score -472905.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -473214.937500 Penalty: 4194.891602
	Iteration 3F: 3 clusters Score -473214.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -473441.343750 Penalty: 4194.891602
	Iteration 4F: 3 clusters Score -473441.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -473634.437500 Penalty: 4194.891602
	Iteration 5F: 3 clusters Score -473634.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -473795.125000 Penalty: 4194.891602
	Iteration 6Q: 3 clusters Score -473795.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -473964.593750 Penalty: 4194.891602
	Iteration 7Q: 3 clusters Score -473964.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -474129.843750 Penalty: 4194.891602
	Iteration 8Q: 3 clusters Score -474129.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -474271.625000 Penalty: 4194.891602
	Iteration 9Q: 3 clusters Score -474271.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -474396.343750 Penalty: 4194.891602
	Iteration 10Q: 3 clusters Score -474396.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -474490.187500 Penalty: 4194.891602
	Iteration 11Q: 3 clusters Score -474490.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -474542.062500 Penalty: 4194.891602
	Iteration 12Q: 3 clusters Score -474542.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -474583.281250 Penalty: 4194.891602
	Iteration 13Q: 3 clusters Score -474583.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -474617.437500 Penalty: 4194.891602
	Iteration 14Q: 3 clusters Score -474617.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -474649.187500 Penalty: 4194.891602
	Iteration 15Q: 3 clusters Score -474649.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -474674.093750 Penalty: 4194.891602
	Iteration 16Q: 3 clusters Score -474674.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -474694.343750 Penalty: 4194.891602
	Iteration 17Q: 3 clusters Score -474694.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -474707.968750 Penalty: 4194.891602
	Iteration 18Q: 3 clusters Score -474708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -474719.843750 Penalty: 4194.891602
	Iteration 19Q: 3 clusters Score -474719.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -474726.531250 Penalty: 4194.891602
	Iteration 20F: 3 clusters Score -474726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -474735.156250 Penalty: 4194.891602
	Iteration 21Q: 3 clusters Score -474735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -474741.781250 Penalty: 4194.891602
	Iteration 22Q: 3 clusters Score -474741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -474749.375000 Penalty: 4194.891602
	Iteration 23Q: 3 clusters Score -474749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -474761.875000 Penalty: 4194.891602
	Iteration 24Q: 3 clusters Score -474761.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -474772.093750 Penalty: 4194.891602
	Iteration 25Q: 3 clusters Score -474772.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -474784.500000 Penalty: 4194.891602
	Iteration 26Q: 3 clusters Score -474784.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -474794.625000 Penalty: 4194.891602
	Iteration 27Q: 3 clusters Score -474794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -474800.937500 Penalty: 4194.891602
	Iteration 28Q: 3 clusters Score -474800.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -474809.406250 Penalty: 4194.891602
	Iteration 29Q: 3 clusters Score -474809.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -474812.468750 Penalty: 4194.891602
	Iteration 30Q: 3 clusters Score -474812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -474813.625000 Penalty: 4194.891602
	Iteration 31Q: 3 clusters Score -474813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -474815.375000 Penalty: 4194.891602
	Iteration 32Q: 3 clusters Score -474815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -474817.687500 Penalty: 4194.891602
	Iteration 33Q: 3 clusters Score -474817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -474817.750000 Penalty: 4194.891602
	Iteration 34Q: 3 clusters Score -474817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -474818.875000 Penalty: 4194.891602
	Iteration 35Q: 3 clusters Score -474818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -474819.906250 Penalty: 4194.891602
	Iteration 36Q: 3 clusters Score -474819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -474820.468750 Penalty: 4194.891602
	Iteration 37Q: 3 clusters Score -474820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -474820.281250 Penalty: 4194.891602
	Iteration 38Q: 3 clusters Score -474820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -474821.812500 Penalty: 4194.891602
	Iteration 39Q: 3 clusters Score -474821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -474822.312500 Penalty: 4194.891602
	Iteration 40F: 3 clusters Score -474822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -474823.406250 Penalty: 4194.891602
	Iteration 41Q: 3 clusters Score -474823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -474823.937500 Penalty: 4194.891602
	Iteration 42Q: 3 clusters Score -474823.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -474823.937500 Penalty: 4194.891602
	Iteration 43F: 3 clusters Score -474823.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1019271.625000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -1019272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1012375.687500 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -1012376 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1014261.125000 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -1014261 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1014488.187500 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -1014488 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1014655.687500 Penalty: 4504.246582
	Iteration 3Q: 3 clusters Score -1014656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1014777.125000 Penalty: 4504.246582
	Iteration 4Q: 3 clusters Score -1014777 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1014864.125000 Penalty: 4504.246582
	Iteration 5Q: 3 clusters Score -1014864 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1014925.000000 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -1014925 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1014975.062500 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -1014975 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1015015.625000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -1015016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1015053.125000 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -1015053 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1015101.062500 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -1015101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1015136.375000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -1015136 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1015174.687500 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -1015175 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1015210.937500 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -1015211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1015258.375000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -1015258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1015313.812500 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -1015314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1015369.687500 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -1015370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1015435.125000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -1015435 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1015496.000000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -1015496 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1015553.437500 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -1015553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1015617.625000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -1015618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1015702.812500 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -1015703 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1015813.125000 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -1015813 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1015940.625000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -1015941 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1016092.437500 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -1016092 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1016251.875000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -1016252 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1016370.562500 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -1016371 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1016464.437500 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -1016464 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1016522.875000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -1016523 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1016563.812500 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -1016564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1016600.500000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -1016600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1016623.250000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -1016623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1016649.062500 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -1016649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1016667.187500 Penalty: 4504.246582
	Iteration 33Q: 3 clusters Score -1016667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1016684.000000 Penalty: 4504.246582
	Iteration 34Q: 3 clusters Score -1016684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1016704.437500 Penalty: 4504.246582
	Iteration 35Q: 3 clusters Score -1016704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1016715.500000 Penalty: 4504.246582
	Iteration 36Q: 3 clusters Score -1016716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1016729.062500 Penalty: 4504.246582
	Iteration 37Q: 3 clusters Score -1016729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1016738.375000 Penalty: 4504.246582
	Iteration 38Q: 3 clusters Score -1016738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1016744.750000 Penalty: 4504.246582
	Iteration 39Q: 3 clusters Score -1016745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1016748.562500 Penalty: 4504.246582
	Iteration 40F: 3 clusters Score -1016749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1016751.000000 Penalty: 4504.246582
	Iteration 41Q: 3 clusters Score -1016751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1016749.937500 Penalty: 4504.246582
	Iteration 42Q: 3 clusters Score -1016750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1016754.312500 Penalty: 4504.246582
	Iteration 43Q: 3 clusters Score -1016754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1016757.437500 Penalty: 4504.246582
	Iteration 44Q: 3 clusters Score -1016757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1016757.125000 Penalty: 4504.246582
	Iteration 45Q: 3 clusters Score -1016757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1016758.562500 Penalty: 4504.246582
	Iteration 46Q: 3 clusters Score -1016759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1016761.562500 Penalty: 4504.246582
	Iteration 47Q: 3 clusters Score -1016762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1016761.812500 Penalty: 4504.246582
	Iteration 48Q: 3 clusters Score -1016762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1016764.562500 Penalty: 4504.246582
	Iteration 49Q: 3 clusters Score -1016765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1016769.312500 Penalty: 4504.246582
	Iteration 50Q: 3 clusters Score -1016769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1016771.437500 Penalty: 4504.246582
	Iteration 51Q: 3 clusters Score -1016771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1016773.750000 Penalty: 4504.246582
	Iteration 52Q: 3 clusters Score -1016774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1016773.312500 Penalty: 4504.246582
	Iteration 53Q: 3 clusters Score -1016773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1016776.125000 Penalty: 4504.246582
	Iteration 54Q: 3 clusters Score -1016776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1016776.375000 Penalty: 4504.246582
	Iteration 55Q: 3 clusters Score -1016776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1016779.687500 Penalty: 4504.246582
	Iteration 56Q: 3 clusters Score -1016780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1016782.125000 Penalty: 4504.246582
	Iteration 57Q: 3 clusters Score -1016782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1016785.562500 Penalty: 4504.246582
	Iteration 58Q: 3 clusters Score -1016786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1016788.250000 Penalty: 4504.246582
	Iteration 59Q: 3 clusters Score -1016788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1016789.937500 Penalty: 4504.246582
	Iteration 60F: 3 clusters Score -1016790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1016790.312500 Penalty: 4504.246582
	Iteration 61Q: 3 clusters Score -1016790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1016791.000000 Penalty: 4504.246582
	Iteration 62Q: 3 clusters Score -1016791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1016792.125000 Penalty: 4504.246582
	Iteration 63Q: 3 clusters Score -1016792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1016792.687500 Penalty: 4504.246582
	Iteration 64Q: 3 clusters Score -1016793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1016793.062500 Penalty: 4504.246582
	Iteration 65Q: 3 clusters Score -1016793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1016795.062500 Penalty: 4504.246582
	Iteration 66Q: 3 clusters Score -1016795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1016796.500000 Penalty: 4504.246582
	Iteration 67Q: 3 clusters Score -1016796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1016798.000000 Penalty: 4504.246582
	Iteration 68Q: 3 clusters Score -1016798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1016799.187500 Penalty: 4504.246582
	Iteration 69Q: 3 clusters Score -1016799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1016798.250000 Penalty: 4504.246582
	Iteration 70Q: 3 clusters Score -1016798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1016799.437500 Penalty: 4504.246582
	Iteration 71Q: 3 clusters Score -1016799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1016799.875000 Penalty: 4504.246582
	Iteration 72Q: 3 clusters Score -1016800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1016802.437500 Penalty: 4504.246582
	Iteration 73Q: 3 clusters Score -1016802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1016803.000000 Penalty: 4504.246582
	Iteration 74Q: 3 clusters Score -1016803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1016803.562500 Penalty: 4504.246582
	Iteration 75Q: 3 clusters Score -1016804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1016805.625000 Penalty: 4504.246582
	Iteration 76Q: 3 clusters Score -1016806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1016806.750000 Penalty: 4504.246582
	Iteration 77Q: 3 clusters Score -1016807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1016805.062500 Penalty: 4504.246582
	Iteration 78Q: 3 clusters Score -1016805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1016807.687500 Penalty: 4504.246582
	Iteration 79Q: 3 clusters Score -1016808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1016808.250000 Penalty: 4504.246582
	Iteration 80F: 3 clusters Score -1016808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1016811.312500 Penalty: 4504.246582
	Iteration 81Q: 3 clusters Score -1016811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1016811.187500 Penalty: 4504.246582
	Iteration 82Q: 3 clusters Score -1016811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1016812.750000 Penalty: 4504.246582
	Iteration 83Q: 3 clusters Score -1016813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1016816.062500 Penalty: 4504.246582
	Iteration 84Q: 3 clusters Score -1016816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1016816.875000 Penalty: 4504.246582
	Iteration 85Q: 3 clusters Score -1016817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1016815.375000 Penalty: 4504.246582
	Iteration 86Q: 3 clusters Score -1016815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1016815.687500 Penalty: 4504.246582
	Iteration 87Q: 3 clusters Score -1016816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1016814.625000 Penalty: 4504.246582
	Iteration 88Q: 3 clusters Score -1016815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1016814.750000 Penalty: 4504.246582
	Iteration 89Q: 3 clusters Score -1016815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1016814.500000 Penalty: 4504.246582
	Iteration 90Q: 3 clusters Score -1016814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1016814.687500 Penalty: 4504.246582
	Iteration 91Q: 3 clusters Score -1016815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1016815.937500 Penalty: 4504.246582
	Iteration 92Q: 3 clusters Score -1016816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1016818.250000 Penalty: 4504.246582
	Iteration 93Q: 3 clusters Score -1016818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1016818.812500 Penalty: 4504.246582
	Iteration 94Q: 3 clusters Score -1016819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1016819.125000 Penalty: 4504.246582
	Iteration 95Q: 3 clusters Score -1016819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1016817.687500 Penalty: 4504.246582
	Iteration 96Q: 3 clusters Score -1016818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1016818.750000 Penalty: 4504.246582
	Iteration 97Q: 3 clusters Score -1016819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1016821.625000 Penalty: 4504.246582
	Iteration 98Q: 3 clusters Score -1016822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1016824.125000 Penalty: 4504.246582
	Iteration 99Q: 3 clusters Score -1016824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1016824.250000 Penalty: 4504.246582
	Iteration 100F: 3 clusters Score -1016824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1016829.437500 Penalty: 4504.246582
	Iteration 101Q: 3 clusters Score -1016829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1016828.500000 Penalty: 4504.246582
	Iteration 102Q: 3 clusters Score -1016828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1016830.187500 Penalty: 4504.246582
	Iteration 103Q: 3 clusters Score -1016830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1016830.187500 Penalty: 4504.246582
	Iteration 104F: 3 clusters Score -1016830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47086.335938 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -47086.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45621.820312 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -45621.82 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46062.511719 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -46062.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46390.085938 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -46390.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46844.859375 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -46844.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46921.265625 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -46921.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46953.214844 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -46953.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46988.628906 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -46988.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47028.296875 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -47028.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47066.488281 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -47066.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47099.816406 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -47099.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47211.117188 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -47211.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47252.328125 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -47252.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47262.847656 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -47262.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47268.105469 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -47268.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47269.988281 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -47269.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47273.421875 Penalty: 3132.417725
	Iteration 15Q: 3 clusters Score -47273.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47273.421875 Penalty: 3132.417725
	Iteration 16F: 3 clusters Score -47273.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31312 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96682 members 
Mstep: Class 16 contains 50231 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48335 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 210 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346408 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 343 members 
Entering Unmasked Estep 
Score: -110914696.000000 Penalty: 150896.156250
Splitting cluster 31 changes total score from -110916272.000000 to -110914696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -53886.933594 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -53886.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52384.519531 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -52384.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52712.640625 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -52712.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52876.871094 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -52876.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53124.113281 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -53124.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53365.503906 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -53365.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53449.703125 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -53449.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53516.941406 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -53516.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53567.503906 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -53567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53596.585938 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -53596.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53625.328125 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -53625.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53630.500000 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -53630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53642.910156 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -53642.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53667.394531 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -53667.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53673.921875 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -53673.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53681.308594 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -53681.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53686.816406 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -53686.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53693.726562 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -53693.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53700.042969 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -53700.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53705.843750 Penalty: 3176.993408
	Iteration 18F: 3 clusters Score -53705.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53730.324219 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -53730.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53740.945312 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -53740.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53746.996094 Penalty: 3176.993408
	Iteration 21Q: 3 clusters Score -53747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53755.136719 Penalty: 3176.993408
	Iteration 22Q: 3 clusters Score -53755.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53760.210938 Penalty: 3176.993408
	Iteration 23Q: 3 clusters Score -53760.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53760.210938 Penalty: 3176.993408
	Iteration 24F: 3 clusters Score -53760.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -705746.875000 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -705746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -700348.062500 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -700348.1 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -701770.187500 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -701770.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -702166.875000 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -702166.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -702633.625000 Penalty: 4342.455078
	Iteration 3F: 3 clusters Score -702633.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -703069.437500 Penalty: 4342.455078
	Iteration 4F: 3 clusters Score -703069.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -703450.562500 Penalty: 4342.455078
	Iteration 5F: 3 clusters Score -703450.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -703795.000000 Penalty: 4342.455078
	Iteration 6F: 3 clusters Score -703795 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -704086.500000 Penalty: 4342.455078
	Iteration 7F: 3 clusters Score -704086.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -704326.062500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -704326.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -704538.000000 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -704538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -704687.500000 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -704687.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -704793.750000 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -704793.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -704885.812500 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -704885.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -704939.125000 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -704939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -704977.750000 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -704977.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -704998.500000 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -704998.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -705014.312500 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -705014.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -705028.875000 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -705028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -705035.937500 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -705035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -705041.750000 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -705041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -705046.875000 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -705046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -705047.000000 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -705047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -705047.000000 Penalty: 4342.455078
	Iteration 22F: 3 clusters Score -705047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -795055.250000 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -795055.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -789173.250000 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -789173.2 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -790888.125000 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -790888.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -791267.312500 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -791267.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -791667.750000 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -791667.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -792042.937500 Penalty: 4406.147949
	Iteration 4F: 3 clusters Score -792042.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -792475.500000 Penalty: 4406.147949
	Iteration 5F: 3 clusters Score -792475.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -792996.312500 Penalty: 4406.147949
	Iteration 6F: 3 clusters Score -792996.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -793622.750000 Penalty: 4406.147949
	Iteration 7F: 3 clusters Score -793622.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -794385.437500 Penalty: 4406.147949
	Iteration 8F: 3 clusters Score -794385.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -794803.562500 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -794803.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -794912.500000 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -794912.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -794939.312500 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -794939.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -794953.062500 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -794953.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -794960.500000 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -794960.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -794967.937500 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -794967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -794971.062500 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -794971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -794975.687500 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -794975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -794975.875000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -794975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -794978.812500 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -794978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -794980.250000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -794980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -794980.062500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -794980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -794980.812500 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -794980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -794983.562500 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -794983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -794981.687500 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -794981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -794982.125000 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -794982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -794981.875000 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -794981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -794983.312500 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -794983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -794983.312500 Penalty: 4406.147949
	Iteration 27F: 3 clusters Score -794983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13004.039062 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12021.901367 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -12021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12067.579102 Penalty: 2511.047119
	Iteration 1Q: 3 clusters Score -12067.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12067.579102 Penalty: 2511.047119
	Iteration 2F: 3 clusters Score -12067.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -746143.375000 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -746143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -740504.437500 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -740504.4 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -742074.687500 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -742074.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -742411.125000 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -742411.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -742684.500000 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -742684.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -742957.187500 Penalty: 4371.907715
	Iteration 4Q: 3 clusters Score -742957.2 nChanged 325
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: -743247.125000 Penalty: 4371.907715
	Iteration 5Q: 3 clusters Score -743247.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -743505.875000 Penalty: 4371.907715
	Iteration 6Q: 3 clusters Score -743505.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -743737.062500 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -743737.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -743902.937500 Penalty: 4371.907715
	Iteration 8Q: 3 clusters Score -743902.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -744083.000000 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -744083 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -744274.875000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -744274.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -744486.812500 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -744486.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -744662.000000 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -744662 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -744790.812500 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -744790.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -744865.312500 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -744865.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -744919.250000 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -744919.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -744968.500000 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -744968.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -745006.875000 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -745006.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -745041.937500 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -745041.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -745069.375000 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -745069.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -745094.312500 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -745094.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -745112.187500 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -745112.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -745129.937500 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -745129.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -745142.500000 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -745142.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -745155.562500 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -745155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -745159.500000 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -745159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -745163.687500 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -745163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -745164.750000 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -745164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -745164.187500 Penalty: 4371.907715
	Iteration 28Q: 3 clusters Score -745164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -745167.187500 Penalty: 4371.907715
	Iteration 29Q: 3 clusters Score -745167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -745168.750000 Penalty: 4371.907715
	Iteration 30Q: 3 clusters Score -745168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -745171.062500 Penalty: 4371.907715
	Iteration 31Q: 3 clusters Score -745171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -745173.312500 Penalty: 4371.907715
	Iteration 32Q: 3 clusters Score -745173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -745172.687500 Penalty: 4371.907715
	Iteration 33Q: 3 clusters Score -745172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -745174.500000 Penalty: 4371.907715
	Iteration 34Q: 3 clusters Score -745174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -745175.187500 Penalty: 4371.907715
	Iteration 35Q: 3 clusters Score -745175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -745176.000000 Penalty: 4371.907715
	Iteration 36Q: 3 clusters Score -745176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -745174.187500 Penalty: 4371.907715
	Iteration 37Q: 3 clusters Score -745174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -745174.187500 Penalty: 4371.907715
	Iteration 38F: 3 clusters Score -745174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -49808.554688 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -49808.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48336.652344 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -48336.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48527.726562 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -48527.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48605.832031 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -48605.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48639.996094 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -48640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48663.003906 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -48663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48681.960938 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -48681.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48703.593750 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -48703.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48707.671875 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -48707.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48707.671875 Penalty: 3072.425049
	Iteration 8F: 3 clusters Score -48707.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -38511.906250 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -38511.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37099.867188 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -37099.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37280.363281 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -37280.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37374.644531 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -37374.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37452.125000 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -37452.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37460.886719 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -37460.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37466.734375 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -37466.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37492.410156 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -37492.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37511.125000 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -37511.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37546.500000 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -37546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37560.910156 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -37560.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37576.328125 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -37576.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37586.003906 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -37586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37594.398438 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -37594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37600.636719 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -37600.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37610.843750 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -37610.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37621.996094 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -37622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37635.804688 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -37635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37641.742188 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -37641.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37656.519531 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -37656.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37659.722656 Penalty: 3006.482422
	Iteration 19Q: 3 clusters Score -37659.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37659.761719 Penalty: 3006.482422
	Iteration 20F: 3 clusters Score -37659.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37668.906250 Penalty: 3006.482422
	Iteration 21Q: 3 clusters Score -37668.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37680.316406 Penalty: 3006.482422
	Iteration 22Q: 3 clusters Score -37680.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37684.941406 Penalty: 3006.482422
	Iteration 23Q: 3 clusters Score -37684.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37691.085938 Penalty: 3006.482422
	Iteration 24Q: 3 clusters Score -37691.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37720.285156 Penalty: 3006.482422
	Iteration 25Q: 3 clusters Score -37720.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37743.386719 Penalty: 3006.482422
	Iteration 26Q: 3 clusters Score -37743.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37770.414062 Penalty: 3006.482422
	Iteration 27Q: 3 clusters Score -37770.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37776.675781 Penalty: 3006.482422
	Iteration 28Q: 3 clusters Score -37776.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37779.941406 Penalty: 3006.482422
	Iteration 29Q: 3 clusters Score -37779.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37784.343750 Penalty: 3006.482422
	Iteration 30Q: 3 clusters Score -37784.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37793.964844 Penalty: 3006.482422
	Iteration 31Q: 3 clusters Score -37793.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37807.980469 Penalty: 3006.482422
	Iteration 32Q: 3 clusters Score -37807.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37824.378906 Penalty: 3006.482422
	Iteration 33Q: 3 clusters Score -37824.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37829.433594 Penalty: 3006.482422
	Iteration 34Q: 3 clusters Score -37829.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37832.035156 Penalty: 3006.482422
	Iteration 35Q: 3 clusters Score -37832.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37840.371094 Penalty: 3006.482422
	Iteration 36F: 3 clusters Score -37840.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37861.976562 Penalty: 3006.482422
	Iteration 37Q: 3 clusters Score -37861.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37861.976562 Penalty: 3006.482422
	Iteration 38F: 3 clusters Score -37861.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Entering Unmasked Estep 
Score: -2226474.250000 Penalty: 2446.933594
	Iteration 0F: 2 clusters Score -2226474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2212900.500000 Penalty: 4893.867188
	Iteration 0F: 3 clusters Score -2212900 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2217312.500000 Penalty: 4893.867188
	Iteration 1F: 3 clusters Score -2217312 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2217673.250000 Penalty: 4893.867188
	Iteration 2F: 3 clusters Score -2217673 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2217913.250000 Penalty: 4893.867188
	Iteration 3Q: 3 clusters Score -2217913 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2218128.000000 Penalty: 4893.867188
	Iteration 4Q: 3 clusters Score -2218128 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2218323.750000 Penalty: 4893.867188
	Iteration 5Q: 3 clusters Score -2218324 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2218494.250000 Penalty: 4893.867188
	Iteration 6Q: 3 clusters Score -2218494 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2218652.250000 Penalty: 4893.867188
	Iteration 7Q: 3 clusters Score -2218652 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2218802.250000 Penalty: 4893.867188
	Iteration 8Q: 3 clusters Score -2218802 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2218947.750000 Penalty: 4893.867188
	Iteration 9Q: 3 clusters Score -2218948 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2219088.750000 Penalty: 4893.867188
	Iteration 10Q: 3 clusters Score -2219089 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2219254.000000 Penalty: 4893.867188
	Iteration 11Q: 3 clusters Score -2219254 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2219433.500000 Penalty: 4893.867188
	Iteration 12Q: 3 clusters Score -2219434 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2219657.500000 Penalty: 4893.867188
	Iteration 13Q: 3 clusters Score -2219658 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2219945.500000 Penalty: 4893.867188
	Iteration 14Q: 3 clusters Score -2219946 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2220267.750000 Penalty: 4893.867188
	Iteration 15Q: 3 clusters Score -2220268 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2220654.750000 Penalty: 4893.867188
	Iteration 16Q: 3 clusters Score -2220655 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2221081.500000 Penalty: 4893.867188
	Iteration 17Q: 3 clusters Score -2221082 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2221512.250000 Penalty: 4893.867188
	Iteration 18Q: 3 clusters Score -2221512 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2221932.750000 Penalty: 4893.867188
	Iteration 19Q: 3 clusters Score -2221933 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2222279.500000 Penalty: 4893.867188
	Iteration 20F: 3 clusters Score -2222280 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2222521.250000 Penalty: 4893.867188
	Iteration 21Q: 3 clusters Score -2222521 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2222695.750000 Penalty: 4893.867188
	Iteration 22Q: 3 clusters Score -2222696 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2222835.500000 Penalty: 4893.867188
	Iteration 23Q: 3 clusters Score -2222836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2222950.750000 Penalty: 4893.867188
	Iteration 24Q: 3 clusters Score -2222951 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2223082.250000 Penalty: 4893.867188
	Iteration 25Q: 3 clusters Score -2223082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2223181.750000 Penalty: 4893.867188
	Iteration 26Q: 3 clusters Score -2223182 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2223277.250000 Penalty: 4893.867188
	Iteration 27Q: 3 clusters Score -2223277 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2223361.250000 Penalty: 4893.867188
	Iteration 28Q: 3 clusters Score -2223361 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2223437.500000 Penalty: 4893.867188
	Iteration 29Q: 3 clusters Score -2223438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2223514.500000 Penalty: 4893.867188
	Iteration 30Q: 3 clusters Score -2223514 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2223583.000000 Penalty: 4893.867188
	Iteration 31Q: 3 clusters Score -2223583 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2223641.750000 Penalty: 4893.867188
	Iteration 32Q: 3 clusters Score -2223642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2223706.000000 Penalty: 4893.867188
	Iteration 33Q: 3 clusters Score -2223706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2223767.500000 Penalty: 4893.867188
	Iteration 34Q: 3 clusters Score -2223768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2223812.500000 Penalty: 4893.867188
	Iteration 35Q: 3 clusters Score -2223812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2223857.500000 Penalty: 4893.867188
	Iteration 36Q: 3 clusters Score -2223858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2223894.250000 Penalty: 4893.867188
	Iteration 37Q: 3 clusters Score -2223894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2223931.000000 Penalty: 4893.867188
	Iteration 38Q: 3 clusters Score -2223931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2223958.250000 Penalty: 4893.867188
	Iteration 39Q: 3 clusters Score -2223958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2223990.000000 Penalty: 4893.867188
	Iteration 40F: 3 clusters Score -2223990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2224019.000000 Penalty: 4893.867188
	Iteration 41Q: 3 clusters Score -2224019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2224056.500000 Penalty: 4893.867188
	Iteration 42Q: 3 clusters Score -2224056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2224081.250000 Penalty: 4893.867188
	Iteration 43Q: 3 clusters Score -2224081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2224106.500000 Penalty: 4893.867188
	Iteration 44Q: 3 clusters Score -2224106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2224127.500000 Penalty: 4893.867188
	Iteration 45Q: 3 clusters Score -2224128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2224148.500000 Penalty: 4893.867188
	Iteration 46Q: 3 clusters Score -2224148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2224165.250000 Penalty: 4893.867188
	Iteration 47Q: 3 clusters Score -2224165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2224182.000000 Penalty: 4893.867188
	Iteration 48Q: 3 clusters Score -2224182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2224196.750000 Penalty: 4893.867188
	Iteration 49Q: 3 clusters Score -2224197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2224205.250000 Penalty: 4893.867188
	Iteration 50Q: 3 clusters Score -2224205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2224216.750000 Penalty: 4893.867188
	Iteration 51Q: 3 clusters Score -2224217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2224222.750000 Penalty: 4893.867188
	Iteration 52Q: 3 clusters Score -2224223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2224239.000000 Penalty: 4893.867188
	Iteration 53Q: 3 clusters Score -2224239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2224255.250000 Penalty: 4893.867188
	Iteration 54Q: 3 clusters Score -2224255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2224265.000000 Penalty: 4893.867188
	Iteration 55Q: 3 clusters Score -2224265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2224270.500000 Penalty: 4893.867188
	Iteration 56Q: 3 clusters Score -2224270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2224279.000000 Penalty: 4893.867188
	Iteration 57Q: 3 clusters Score -2224279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2224287.250000 Penalty: 4893.867188
	Iteration 58Q: 3 clusters Score -2224287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2224290.000000 Penalty: 4893.867188
	Iteration 59Q: 3 clusters Score -2224290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2224298.500000 Penalty: 4893.867188
	Iteration 60F: 3 clusters Score -2224298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2224299.250000 Penalty: 4893.867188
	Iteration 61Q: 3 clusters Score -2224299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2224304.000000 Penalty: 4893.867188
	Iteration 62Q: 3 clusters Score -2224304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2224308.250000 Penalty: 4893.867188
	Iteration 63Q: 3 clusters Score -2224308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2224308.500000 Penalty: 4893.867188
	Iteration 64Q: 3 clusters Score -2224308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2224308.000000 Penalty: 4893.867188
	Iteration 65Q: 3 clusters Score -2224308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2224306.500000 Penalty: 4893.867188
	Iteration 66Q: 3 clusters Score -2224306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2224312.250000 Penalty: 4893.867188
	Iteration 67Q: 3 clusters Score -2224312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2224310.750000 Penalty: 4893.867188
	Iteration 68Q: 3 clusters Score -2224311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2224317.000000 Penalty: 4893.867188
	Iteration 69Q: 3 clusters Score -2224317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2224319.500000 Penalty: 4893.867188
	Iteration 70Q: 3 clusters Score -2224320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2224319.250000 Penalty: 4893.867188
	Iteration 71Q: 3 clusters Score -2224319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2224321.250000 Penalty: 4893.867188
	Iteration 72Q: 3 clusters Score -2224321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2224325.000000 Penalty: 4893.867188
	Iteration 73Q: 3 clusters Score -2224325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2224325.500000 Penalty: 4893.867188
	Iteration 74Q: 3 clusters Score -2224326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2224327.000000 Penalty: 4893.867188
	Iteration 75Q: 3 clusters Score -2224327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2224329.500000 Penalty: 4893.867188
	Iteration 76Q: 3 clusters Score -2224330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2224330.250000 Penalty: 4893.867188
	Iteration 77Q: 3 clusters Score -2224330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2224332.250000 Penalty: 4893.867188
	Iteration 78Q: 3 clusters Score -2224332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2224335.750000 Penalty: 4893.867188
	Iteration 79Q: 3 clusters Score -2224336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2224336.500000 Penalty: 4893.867188
	Iteration 80F: 3 clusters Score -2224336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2224336.750000 Penalty: 4893.867188
	Iteration 81Q: 3 clusters Score -2224337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2224340.250000 Penalty: 4893.867188
	Iteration 82Q: 3 clusters Score -2224340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2224342.250000 Penalty: 4893.867188
	Iteration 83Q: 3 clusters Score -2224342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2224341.750000 Penalty: 4893.867188
	Iteration 84Q: 3 clusters Score -2224342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2224342.750000 Penalty: 4893.867188
	Iteration 85Q: 3 clusters Score -2224343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2224342.750000 Penalty: 4893.867188
	Iteration 86F: 3 clusters Score -2224343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (346408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346408 members 
Entering Unmasked Estep 
Score: -38958336.000000 Penalty: 3163.332520
	Iteration 0F: 2 clusters Score -3.895834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -38758404.000000 Penalty: 6326.665039
	Iteration 0F: 3 clusters Score -3.87584e+07 nChanged 168243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169755 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -38858620.000000 Penalty: 6326.665039
	Iteration 1F: 3 clusters Score -3.885862e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 179113 members 
Entering Unmasked Estep 
Score: -38860272.000000 Penalty: 6326.665039
	Iteration 2Q: 3 clusters Score -3.886027e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -38862308.000000 Penalty: 6326.665039
	Iteration 3Q: 3 clusters Score -3.886231e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157814 members 
Mstep: Class 2 contains 188594 members 
Entering Unmasked Estep 
Score: -38864904.000000 Penalty: 6326.665039
	Iteration 4Q: 3 clusters Score -3.88649e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 197039 members 
Entering Unmasked Estep 
Score: -38869008.000000 Penalty: 6326.665039
	Iteration 5Q: 3 clusters Score -3.886901e+07 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137064 members 
Mstep: Class 2 contains 209344 members 
Entering Unmasked Estep 
Score: -38875232.000000 Penalty: 6326.665039
	Iteration 6Q: 3 clusters Score -3.887523e+07 nChanged 18965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120165 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -38886388.000000 Penalty: 6326.665039
	Iteration 7F: 3 clusters Score -3.888639e+07 nChanged 23078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 248031 members 
Entering Unmasked Estep 
Score: -38903884.000000 Penalty: 6326.665039
	Iteration 8F: 3 clusters Score -3.890388e+07 nChanged 25058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 272315 members 
Entering Unmasked Estep 
Score: -38925448.000000 Penalty: 6326.665039
	Iteration 9F: 3 clusters Score -3.892545e+07 nChanged 22537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 294340 members 
Entering Unmasked Estep 
Score: -38944108.000000 Penalty: 6326.665039
	Iteration 10F: 3 clusters Score -3.894411e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 312520 members 
Entering Unmasked Estep 
Score: -38953584.000000 Penalty: 6326.665039
	Iteration 11F: 3 clusters Score -3.895358e+07 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 326587 members 
Entering Unmasked Estep 
Score: -38957012.000000 Penalty: 6326.665039
	Iteration 12Q: 3 clusters Score -3.895701e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 335690 members 
Entering Unmasked Estep 
Score: -38957168.000000 Penalty: 6326.665039
	Iteration 13Q: 3 clusters Score -3.895717e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 340934 members 
Entering Unmasked Estep 
Score: -38956320.000000 Penalty: 6326.665039
	Iteration 14Q: 3 clusters Score -3.895632e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 343688 members 
Entering Unmasked Estep 
Score: -38955844.000000 Penalty: 6326.665039
	Iteration 15Q: 3 clusters Score -3.895584e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 344959 members 
Entering Unmasked Estep 
Score: -38955656.000000 Penalty: 6326.665039
	Iteration 16Q: 3 clusters Score -3.895566e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 345499 members 
Entering Unmasked Estep 
Score: -38955712.000000 Penalty: 6326.665039
	Iteration 17Q: 3 clusters Score -3.895571e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 345705 members 
Entering Unmasked Estep 
Score: -38955792.000000 Penalty: 6326.665039
	Iteration 18Q: 3 clusters Score -3.895579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 345819 members 
Entering Unmasked Estep 
Score: -38955752.000000 Penalty: 6326.665039
	Iteration 19Q: 3 clusters Score -3.895575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 345873 members 
Entering Unmasked Estep 
Score: -38955756.000000 Penalty: 6326.665039
	Iteration 20F: 3 clusters Score -3.895576e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 345909 members 
Entering Unmasked Estep 
Score: -38955808.000000 Penalty: 6326.665039
	Iteration 21Q: 3 clusters Score -3.895581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 345932 members 
Entering Unmasked Estep 
Score: -38955800.000000 Penalty: 6326.665039
	Iteration 22Q: 3 clusters Score -3.89558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 345948 members 
Entering Unmasked Estep 
Score: -38955800.000000 Penalty: 6326.665039
	Iteration 23Q: 3 clusters Score -3.89558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 345959 members 
Entering Unmasked Estep 
Score: -38955768.000000 Penalty: 6326.665039
	Iteration 24Q: 3 clusters Score -3.895577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 345971 members 
Entering Unmasked Estep 
Score: -38955796.000000 Penalty: 6326.665039
	Iteration 25Q: 3 clusters Score -3.89558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345986 members 
Entering Unmasked Estep 
Score: -38955820.000000 Penalty: 6326.665039
	Iteration 26Q: 3 clusters Score -3.895582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345999 members 
Entering Unmasked Estep 
Score: -38955812.000000 Penalty: 6326.665039
	Iteration 27Q: 3 clusters Score -3.895581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346006 members 
Entering Unmasked Estep 
Score: -38955820.000000 Penalty: 6326.665039
	Iteration 28Q: 3 clusters Score -3.895582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346011 members 
Entering Unmasked Estep 
Score: -38955812.000000 Penalty: 6326.665039
	Iteration 29Q: 3 clusters Score -3.895581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346011 members 
Entering Unmasked Estep 
Score: -38955832.000000 Penalty: 6326.665039
	Iteration 30Q: 3 clusters Score -3.895583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 346014 members 
Entering Unmasked Estep 
Score: -38955840.000000 Penalty: 6326.665039
	Iteration 31Q: 3 clusters Score -3.895584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 346015 members 
Entering Unmasked Estep 
Score: -38955840.000000 Penalty: 6326.665039
	Iteration 32Q: 3 clusters Score -3.895584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 346017 members 
Entering Unmasked Estep 
Score: -38955844.000000 Penalty: 6326.665039
	Iteration 33Q: 3 clusters Score -3.895584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 346017 members 
Entering Unmasked Estep 
Score: -38955848.000000 Penalty: 6326.665039
	Iteration 34Q: 3 clusters Score -3.895585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 346017 members 
Entering Unmasked Estep 
Score: -38955848.000000 Penalty: 6326.665039
	Iteration 35F: 3 clusters Score -3.895585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34504.710938 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34504.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33187.230469 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33187.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33394.273438 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33394.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33457.500000 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -33457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33506.144531 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -33506.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33571.585938 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33571.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33644.140625 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33644.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33728.328125 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -33728.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33782.277344 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -33782.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33823.785156 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -33823.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33882.453125 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -33882.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33939.003906 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -33939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34007.921875 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -34007.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34147.566406 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -34147.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34201.976562 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -34201.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34237.964844 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -34237.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34237.964844 Penalty: 2961.745850
	Iteration 15F: 3 clusters Score -34237.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44280.820312 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44280.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42787.285156 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -42787.29 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43006.390625 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -43006.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43092.777344 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -43092.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43138.035156 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43138.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43175.097656 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43190.351562 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43190.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43203.535156 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43203.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43213.789062 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -43213.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43220.242188 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -43220.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43225.261719 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -43225.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43225.261719 Penalty: 3044.312744
	Iteration 10F: 3 clusters Score -43225.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -1545980.000000 Penalty: 2357.596436
	Iteration 0F: 2 clusters Score -1545980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1536173.125000 Penalty: 4715.192871
	Iteration 0F: 3 clusters Score -1536173 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1539257.375000 Penalty: 4715.192871
	Iteration 1F: 3 clusters Score -1539257 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1539575.000000 Penalty: 4715.192871
	Iteration 2F: 3 clusters Score -1539575 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1539786.875000 Penalty: 4715.192871
	Iteration 3Q: 3 clusters Score -1539787 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1539942.750000 Penalty: 4715.192871
	Iteration 4Q: 3 clusters Score -1539943 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1540051.500000 Penalty: 4715.192871
	Iteration 5Q: 3 clusters Score -1540052 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1540150.375000 Penalty: 4715.192871
	Iteration 6Q: 3 clusters Score -1540150 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1540226.875000 Penalty: 4715.192871
	Iteration 7Q: 3 clusters Score -1540227 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1540287.000000 Penalty: 4715.192871
	Iteration 8Q: 3 clusters Score -1540287 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1540347.250000 Penalty: 4715.192871
	Iteration 9Q: 3 clusters Score -1540347 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1540411.375000 Penalty: 4715.192871
	Iteration 10Q: 3 clusters Score -1540411 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1540482.125000 Penalty: 4715.192871
	Iteration 11Q: 3 clusters Score -1540482 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1540573.375000 Penalty: 4715.192871
	Iteration 12Q: 3 clusters Score -1540573 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1540696.375000 Penalty: 4715.192871
	Iteration 13Q: 3 clusters Score -1540696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1540844.875000 Penalty: 4715.192871
	Iteration 14Q: 3 clusters Score -1540845 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1541051.250000 Penalty: 4715.192871
	Iteration 15Q: 3 clusters Score -1541051 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1541320.625000 Penalty: 4715.192871
	Iteration 16Q: 3 clusters Score -1541321 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1541647.000000 Penalty: 4715.192871
	Iteration 17Q: 3 clusters Score -1541647 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1541993.250000 Penalty: 4715.192871
	Iteration 18Q: 3 clusters Score -1541993 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1542359.250000 Penalty: 4715.192871
	Iteration 19Q: 3 clusters Score -1542359 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1542767.250000 Penalty: 4715.192871
	Iteration 20F: 3 clusters Score -1542767 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1543082.125000 Penalty: 4715.192871
	Iteration 21Q: 3 clusters Score -1543082 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1543344.250000 Penalty: 4715.192871
	Iteration 22Q: 3 clusters Score -1543344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1543537.125000 Penalty: 4715.192871
	Iteration 23Q: 3 clusters Score -1543537 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1543648.750000 Penalty: 4715.192871
	Iteration 24Q: 3 clusters Score -1543649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1543727.625000 Penalty: 4715.192871
	Iteration 25Q: 3 clusters Score -1543728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1543766.625000 Penalty: 4715.192871
	Iteration 26Q: 3 clusters Score -1543767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1543794.000000 Penalty: 4715.192871
	Iteration 27Q: 3 clusters Score -1543794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1543819.375000 Penalty: 4715.192871
	Iteration 28Q: 3 clusters Score -1543819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1543837.500000 Penalty: 4715.192871
	Iteration 29Q: 3 clusters Score -1543838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1543857.250000 Penalty: 4715.192871
	Iteration 30Q: 3 clusters Score -1543857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1543877.500000 Penalty: 4715.192871
	Iteration 31Q: 3 clusters Score -1543878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1543895.500000 Penalty: 4715.192871
	Iteration 32Q: 3 clusters Score -1543896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1543913.625000 Penalty: 4715.192871
	Iteration 33Q: 3 clusters Score -1543914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1543919.000000 Penalty: 4715.192871
	Iteration 34Q: 3 clusters Score -1543919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1543926.125000 Penalty: 4715.192871
	Iteration 35Q: 3 clusters Score -1543926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1543927.875000 Penalty: 4715.192871
	Iteration 36Q: 3 clusters Score -1543928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1543927.750000 Penalty: 4715.192871
	Iteration 37Q: 3 clusters Score -1543928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1543927.750000 Penalty: 4715.192871
	Iteration 38F: 3 clusters Score -1543928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31312 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96682 members 
Mstep: Class 16 contains 50231 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48335 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346408 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916320.000000 Penalty: 147466.703125
Iteration 319Q: 44 clusters Score -1.109163e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43636 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31316 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96679 members 
Mstep: Class 16 contains 50235 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48331 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346402 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916288.000000 Penalty: 147466.703125
Iteration 320F: 44 clusters Score -1.109163e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43638 members 
Mstep: Class 3 contains 23362 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31318 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96676 members 
Mstep: Class 16 contains 50238 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48324 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8789 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346403 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916312.000000 Penalty: 147466.703125
Iteration 321Q: 44 clusters Score -1.109163e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43639 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 31320 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96673 members 
Mstep: Class 16 contains 50240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48315 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8789 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346411 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916272.000000 Penalty: 147466.703125
Iteration 322Q: 44 clusters Score -1.109163e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43639 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31323 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96671 members 
Mstep: Class 16 contains 50241 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48312 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8790 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346411 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916288.000000 Penalty: 147466.703125
Iteration 323Q: 44 clusters Score -1.109163e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43641 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96668 members 
Mstep: Class 16 contains 50242 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48307 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8791 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346414 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916336.000000 Penalty: 147466.703125
Iteration 324Q: 44 clusters Score -1.109163e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43642 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31328 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96667 members 
Mstep: Class 16 contains 50244 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48302 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8793 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346413 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 147466.703125
Iteration 325Q: 44 clusters Score -1.109163e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43644 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31328 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96664 members 
Mstep: Class 16 contains 50245 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48299 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8796 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346412 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916296.000000 Penalty: 147466.703125
Iteration 326Q: 44 clusters Score -1.109163e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43644 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31331 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96662 members 
Mstep: Class 16 contains 50246 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48298 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8801 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346403 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916336.000000 Penalty: 147466.703125
Iteration 327Q: 44 clusters Score -1.109163e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43644 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31334 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96658 members 
Mstep: Class 16 contains 50249 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48297 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8807 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346391 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916336.000000 Penalty: 147466.703125
Iteration 328Q: 44 clusters Score -1.109163e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 43644 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31340 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96658 members 
Mstep: Class 16 contains 50250 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48297 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346385 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916320.000000 Penalty: 147466.703125
Iteration 329Q: 44 clusters Score -1.109163e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 43644 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31348 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96653 members 
Mstep: Class 16 contains 50249 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48295 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346383 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916352.000000 Penalty: 147466.703125
Iteration 330Q: 44 clusters Score -1.109164e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31357 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96647 members 
Mstep: Class 16 contains 50251 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48293 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346375 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916256.000000 Penalty: 147466.703125
Iteration 331Q: 44 clusters Score -1.109163e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23355 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31358 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96643 members 
Mstep: Class 16 contains 50253 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48292 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19277 members 
Mstep: Class 40 contains 346376 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916256.000000 Penalty: 147466.703125
Iteration 332Q: 44 clusters Score -1.109163e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31360 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96635 members 
Mstep: Class 16 contains 50254 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48292 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34402 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19278 members 
Mstep: Class 40 contains 346379 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916240.000000 Penalty: 147466.703125
Iteration 333Q: 44 clusters Score -1.109162e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31362 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96627 members 
Mstep: Class 16 contains 50255 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15152 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48291 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346380 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916256.000000 Penalty: 147466.703125
Iteration 334Q: 44 clusters Score -1.109163e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31366 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96622 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48288 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346383 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 335Q: 44 clusters Score -1.109163e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31368 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96619 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48284 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346388 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916272.000000 Penalty: 147466.703125
Iteration 336Q: 44 clusters Score -1.109163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31370 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96618 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48282 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346388 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 337Q: 44 clusters Score -1.109163e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31372 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96617 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346388 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 147466.703125
Iteration 338Q: 44 clusters Score -1.109163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31374 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96617 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346387 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916248.000000 Penalty: 147466.703125
Iteration 339Q: 44 clusters Score -1.109162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31376 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96617 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346385 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916256.000000 Penalty: 147466.703125
Iteration 340F: 44 clusters Score -1.109163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31378 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96617 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346383 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 147466.703125
Iteration 341Q: 44 clusters Score -1.109163e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40393 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96616 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346383 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916288.000000 Penalty: 147466.703125
Iteration 342Q: 44 clusters Score -1.109163e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96615 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346383 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916288.000000 Penalty: 147466.703125
Iteration 343Q: 44 clusters Score -1.109163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346385 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 344Q: 44 clusters Score -1.109163e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43647 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96614 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346385 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 345Q: 44 clusters Score -1.109163e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96614 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346384 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 346Q: 44 clusters Score -1.109163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43650 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96614 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346382 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 347Q: 44 clusters Score -1.109163e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43652 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346381 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 348Q: 44 clusters Score -1.109163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43654 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346380 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 349Q: 44 clusters Score -1.109163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43655 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346378 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916272.000000 Penalty: 147466.703125
Iteration 350Q: 44 clusters Score -1.109163e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346378 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 351Q: 44 clusters Score -1.109163e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 352Q: 44 clusters Score -1.109163e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916264.000000 Penalty: 147466.703125
Iteration 353F: 44 clusters Score -1.109163e+08 nChanged 0
Entering ConstructFrom: 
Score: -110916264.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (111217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Entering Unmasked Estep 
Score: -12578629.000000 Penalty: 2881.571289
	Iteration 0F: 2 clusters Score -1.257863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -12504089.000000 Penalty: 5763.142578
	Iteration 0F: 3 clusters Score -1.250409e+07 nChanged 52868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -12534180.000000 Penalty: 5763.142578
	Iteration 1F: 3 clusters Score -1.253418e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -12534751.000000 Penalty: 5763.142578
	Iteration 2Q: 3 clusters Score -1.253475e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -12535410.000000 Penalty: 5763.142578
	Iteration 3Q: 3 clusters Score -1.253541e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -12536116.000000 Penalty: 5763.142578
	Iteration 4Q: 3 clusters Score -1.253612e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -12536875.000000 Penalty: 5763.142578
	Iteration 5Q: 3 clusters Score -1.253688e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -12537787.000000 Penalty: 5763.142578
	Iteration 6Q: 3 clusters Score -1.253779e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -12538811.000000 Penalty: 5763.142578
	Iteration 7Q: 3 clusters Score -1.253881e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -12540315.000000 Penalty: 5763.142578
	Iteration 8Q: 3 clusters Score -1.254032e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -12542701.000000 Penalty: 5763.142578
	Iteration 9Q: 3 clusters Score -1.25427e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -12546300.000000 Penalty: 5763.142578
	Iteration 10F: 3 clusters Score -1.25463e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -12551212.000000 Penalty: 5763.142578
	Iteration 11F: 3 clusters Score -1.255121e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -12556963.000000 Penalty: 5763.142578
	Iteration 12F: 3 clusters Score -1.255696e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -12562431.000000 Penalty: 5763.142578
	Iteration 13F: 3 clusters Score -1.256243e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -12567349.000000 Penalty: 5763.142578
	Iteration 14F: 3 clusters Score -1.256735e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -12571111.000000 Penalty: 5763.142578
	Iteration 15Q: 3 clusters Score -1.257111e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -12573667.000000 Penalty: 5763.142578
	Iteration 16Q: 3 clusters Score -1.257367e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -12575024.000000 Penalty: 5763.142578
	Iteration 17Q: 3 clusters Score -1.257502e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -12575668.000000 Penalty: 5763.142578
	Iteration 18Q: 3 clusters Score -1.257567e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -12576001.000000 Penalty: 5763.142578
	Iteration 19Q: 3 clusters Score -1.2576e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -12576175.000000 Penalty: 5763.142578
	Iteration 20F: 3 clusters Score -1.257618e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -12576248.000000 Penalty: 5763.142578
	Iteration 21Q: 3 clusters Score -1.257625e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -12576289.000000 Penalty: 5763.142578
	Iteration 22Q: 3 clusters Score -1.257629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -12576346.000000 Penalty: 5763.142578
	Iteration 23Q: 3 clusters Score -1.257635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -12576344.000000 Penalty: 5763.142578
	Iteration 24Q: 3 clusters Score -1.257634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -12576348.000000 Penalty: 5763.142578
	Iteration 25Q: 3 clusters Score -1.257635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -12576372.000000 Penalty: 5763.142578
	Iteration 26Q: 3 clusters Score -1.257637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -12576371.000000 Penalty: 5763.142578
	Iteration 27Q: 3 clusters Score -1.257637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -12576384.000000 Penalty: 5763.142578
	Iteration 28Q: 3 clusters Score -1.257638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -12576371.000000 Penalty: 5763.142578
	Iteration 29Q: 3 clusters Score -1.257637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -12576378.000000 Penalty: 5763.142578
	Iteration 30Q: 3 clusters Score -1.257638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -12576390.000000 Penalty: 5763.142578
	Iteration 31Q: 3 clusters Score -1.257639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -12576402.000000 Penalty: 5763.142578
	Iteration 32Q: 3 clusters Score -1.25764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -12576399.000000 Penalty: 5763.142578
	Iteration 33Q: 3 clusters Score -1.25764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -12576419.000000 Penalty: 5763.142578
	Iteration 34Q: 3 clusters Score -1.257642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -12576413.000000 Penalty: 5763.142578
	Iteration 35Q: 3 clusters Score -1.257641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -12576424.000000 Penalty: 5763.142578
	Iteration 36Q: 3 clusters Score -1.257642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -12576418.000000 Penalty: 5763.142578
	Iteration 37Q: 3 clusters Score -1.257642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -12576411.000000 Penalty: 5763.142578
	Iteration 38Q: 3 clusters Score -1.257641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -12576428.000000 Penalty: 5763.142578
	Iteration 39Q: 3 clusters Score -1.257643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -12576428.000000 Penalty: 5763.142578
	Iteration 40F: 3 clusters Score -1.257643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Entering Unmasked Estep 
Score: -4949334.000000 Penalty: 2649.656006
	Iteration 0F: 2 clusters Score -4949334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4919659.000000 Penalty: 5299.312012
	Iteration 0F: 3 clusters Score -4919659 nChanged 20249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4931258.000000 Penalty: 5299.312012
	Iteration 1F: 3 clusters Score -4931258 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4932439.500000 Penalty: 5299.312012
	Iteration 2F: 3 clusters Score -4932440 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4934203.500000 Penalty: 5299.312012
	Iteration 3F: 3 clusters Score -4934204 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4936550.000000 Penalty: 5299.312012
	Iteration 4F: 3 clusters Score -4936550 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4939331.500000 Penalty: 5299.312012
	Iteration 5F: 3 clusters Score -4939332 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4942355.500000 Penalty: 5299.312012
	Iteration 6F: 3 clusters Score -4942356 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4945089.500000 Penalty: 5299.312012
	Iteration 7F: 3 clusters Score -4945090 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4946812.500000 Penalty: 5299.312012
	Iteration 8Q: 3 clusters Score -4946812 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4947472.500000 Penalty: 5299.312012
	Iteration 9Q: 3 clusters Score -4947472 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4947794.000000 Penalty: 5299.312012
	Iteration 10Q: 3 clusters Score -4947794 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4948012.000000 Penalty: 5299.312012
	Iteration 11Q: 3 clusters Score -4948012 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4948132.000000 Penalty: 5299.312012
	Iteration 12Q: 3 clusters Score -4948132 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4948232.000000 Penalty: 5299.312012
	Iteration 13Q: 3 clusters Score -4948232 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4948290.500000 Penalty: 5299.312012
	Iteration 14Q: 3 clusters Score -4948290 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4948331.000000 Penalty: 5299.312012
	Iteration 15Q: 3 clusters Score -4948331 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4948346.000000 Penalty: 5299.312012
	Iteration 16Q: 3 clusters Score -4948346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4948381.500000 Penalty: 5299.312012
	Iteration 17Q: 3 clusters Score -4948382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4948387.000000 Penalty: 5299.312012
	Iteration 18Q: 3 clusters Score -4948387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4948394.000000 Penalty: 5299.312012
	Iteration 19Q: 3 clusters Score -4948394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4948406.500000 Penalty: 5299.312012
	Iteration 20F: 3 clusters Score -4948406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4948408.500000 Penalty: 5299.312012
	Iteration 21Q: 3 clusters Score -4948408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4948404.500000 Penalty: 5299.312012
	Iteration 22Q: 3 clusters Score -4948404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4948417.000000 Penalty: 5299.312012
	Iteration 23Q: 3 clusters Score -4948417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4948423.500000 Penalty: 5299.312012
	Iteration 24Q: 3 clusters Score -4948424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4948431.000000 Penalty: 5299.312012
	Iteration 25Q: 3 clusters Score -4948431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4948440.000000 Penalty: 5299.312012
	Iteration 26Q: 3 clusters Score -4948440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4948451.500000 Penalty: 5299.312012
	Iteration 27Q: 3 clusters Score -4948452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4948450.000000 Penalty: 5299.312012
	Iteration 28Q: 3 clusters Score -4948450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4948453.500000 Penalty: 5299.312012
	Iteration 29Q: 3 clusters Score -4948454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4948457.500000 Penalty: 5299.312012
	Iteration 30Q: 3 clusters Score -4948458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4948453.500000 Penalty: 5299.312012
	Iteration 31Q: 3 clusters Score -4948454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -4948454.500000 Penalty: 5299.312012
	Iteration 32Q: 3 clusters Score -4948454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4948456.000000 Penalty: 5299.312012
	Iteration 33Q: 3 clusters Score -4948456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4948462.500000 Penalty: 5299.312012
	Iteration 34Q: 3 clusters Score -4948462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4948462.500000 Penalty: 5299.312012
	Iteration 35Q: 3 clusters Score -4948462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4948466.000000 Penalty: 5299.312012
	Iteration 36Q: 3 clusters Score -4948466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4948464.500000 Penalty: 5299.312012
	Iteration 37Q: 3 clusters Score -4948464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4948459.500000 Penalty: 5299.312012
	Iteration 38Q: 3 clusters Score -4948460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4948459.500000 Penalty: 5299.312012
	Iteration 39Q: 3 clusters Score -4948460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4948458.000000 Penalty: 5299.312012
	Iteration 40F: 3 clusters Score -4948458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4948456.000000 Penalty: 5299.312012
	Iteration 41Q: 3 clusters Score -4948456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4948456.000000 Penalty: 5299.312012
	Iteration 42F: 3 clusters Score -4948456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Entering Unmasked Estep 
Score: -2693411.500000 Penalty: 2494.577637
	Iteration 0F: 2 clusters Score -2693412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2677069.750000 Penalty: 4989.155273
	Iteration 0F: 3 clusters Score -2677070 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2682629.000000 Penalty: 4989.155273
	Iteration 1F: 3 clusters Score -2682629 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2683058.250000 Penalty: 4989.155273
	Iteration 2F: 3 clusters Score -2683058 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2683438.750000 Penalty: 4989.155273
	Iteration 3Q: 3 clusters Score -2683439 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2683780.000000 Penalty: 4989.155273
	Iteration 4Q: 3 clusters Score -2683780 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2684148.000000 Penalty: 4989.155273
	Iteration 5Q: 3 clusters Score -2684148 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2684556.000000 Penalty: 4989.155273
	Iteration 6Q: 3 clusters Score -2684556 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2685020.250000 Penalty: 4989.155273
	Iteration 7Q: 3 clusters Score -2685020 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2685579.000000 Penalty: 4989.155273
	Iteration 8Q: 3 clusters Score -2685579 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2686242.000000 Penalty: 4989.155273
	Iteration 9Q: 3 clusters Score -2686242 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2687031.500000 Penalty: 4989.155273
	Iteration 10Q: 3 clusters Score -2687032 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2687757.250000 Penalty: 4989.155273
	Iteration 11Q: 3 clusters Score -2687757 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2688198.750000 Penalty: 4989.155273
	Iteration 12Q: 3 clusters Score -2688199 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2688423.250000 Penalty: 4989.155273
	Iteration 13Q: 3 clusters Score -2688423 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2688529.750000 Penalty: 4989.155273
	Iteration 14Q: 3 clusters Score -2688530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2688599.250000 Penalty: 4989.155273
	Iteration 15Q: 3 clusters Score -2688599 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2688652.250000 Penalty: 4989.155273
	Iteration 16Q: 3 clusters Score -2688652 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2688668.250000 Penalty: 4989.155273
	Iteration 17Q: 3 clusters Score -2688668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2688686.250000 Penalty: 4989.155273
	Iteration 18Q: 3 clusters Score -2688686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2688693.000000 Penalty: 4989.155273
	Iteration 19Q: 3 clusters Score -2688693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2688711.500000 Penalty: 4989.155273
	Iteration 20F: 3 clusters Score -2688712 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2688722.250000 Penalty: 4989.155273
	Iteration 21Q: 3 clusters Score -2688722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2688749.750000 Penalty: 4989.155273
	Iteration 22Q: 3 clusters Score -2688750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2688762.750000 Penalty: 4989.155273
	Iteration 23Q: 3 clusters Score -2688763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2688770.250000 Penalty: 4989.155273
	Iteration 24Q: 3 clusters Score -2688770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2688775.000000 Penalty: 4989.155273
	Iteration 25Q: 3 clusters Score -2688775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2688791.500000 Penalty: 4989.155273
	Iteration 26Q: 3 clusters Score -2688792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2688794.500000 Penalty: 4989.155273
	Iteration 27Q: 3 clusters Score -2688794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2688799.500000 Penalty: 4989.155273
	Iteration 28Q: 3 clusters Score -2688800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2688810.000000 Penalty: 4989.155273
	Iteration 29Q: 3 clusters Score -2688810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2688815.250000 Penalty: 4989.155273
	Iteration 30Q: 3 clusters Score -2688815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2688825.750000 Penalty: 4989.155273
	Iteration 31Q: 3 clusters Score -2688826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2688828.000000 Penalty: 4989.155273
	Iteration 32Q: 3 clusters Score -2688828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2688835.000000 Penalty: 4989.155273
	Iteration 33Q: 3 clusters Score -2688835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2688840.250000 Penalty: 4989.155273
	Iteration 34Q: 3 clusters Score -2688840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2688836.500000 Penalty: 4989.155273
	Iteration 35Q: 3 clusters Score -2688836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2688847.000000 Penalty: 4989.155273
	Iteration 36Q: 3 clusters Score -2688847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2688856.000000 Penalty: 4989.155273
	Iteration 37Q: 3 clusters Score -2688856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2688851.250000 Penalty: 4989.155273
	Iteration 38Q: 3 clusters Score -2688851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2688849.250000 Penalty: 4989.155273
	Iteration 39Q: 3 clusters Score -2688849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2688856.000000 Penalty: 4989.155273
	Iteration 40F: 3 clusters Score -2688856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2688856.500000 Penalty: 4989.155273
	Iteration 41Q: 3 clusters Score -2688856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2688862.250000 Penalty: 4989.155273
	Iteration 42Q: 3 clusters Score -2688862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2688854.250000 Penalty: 4989.155273
	Iteration 43Q: 3 clusters Score -2688854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2688864.250000 Penalty: 4989.155273
	Iteration 44Q: 3 clusters Score -2688864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2688870.250000 Penalty: 4989.155273
	Iteration 45Q: 3 clusters Score -2688870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2688875.000000 Penalty: 4989.155273
	Iteration 46Q: 3 clusters Score -2688875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2688876.250000 Penalty: 4989.155273
	Iteration 47Q: 3 clusters Score -2688876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2688873.750000 Penalty: 4989.155273
	Iteration 48Q: 3 clusters Score -2688874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2688874.250000 Penalty: 4989.155273
	Iteration 49Q: 3 clusters Score -2688874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2688877.500000 Penalty: 4989.155273
	Iteration 50Q: 3 clusters Score -2688878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2688881.750000 Penalty: 4989.155273
	Iteration 51Q: 3 clusters Score -2688882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2688881.750000 Penalty: 4989.155273
	Iteration 52Q: 3 clusters Score -2688882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2688881.000000 Penalty: 4989.155273
	Iteration 53Q: 3 clusters Score -2688881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2688879.250000 Penalty: 4989.155273
	Iteration 54Q: 3 clusters Score -2688879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2688881.750000 Penalty: 4989.155273
	Iteration 55Q: 3 clusters Score -2688882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2688883.500000 Penalty: 4989.155273
	Iteration 56Q: 3 clusters Score -2688884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2688883.500000 Penalty: 4989.155273
	Iteration 57F: 3 clusters Score -2688884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -70037.843750 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -70037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68381.296875 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -68381.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68664.398438 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -68664.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68746.882812 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -68746.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68780.867188 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -68780.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68810.937500 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -68810.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68834.609375 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -68834.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68856.859375 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -68856.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68871.937500 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -68871.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68883.031250 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -68883.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68890.398438 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -68890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68900.101562 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -68900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68905.500000 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -68905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68910.390625 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -68910.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68913.843750 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -68913.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68916.835938 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -68916.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68917.835938 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -68917.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68919.078125 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -68919.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68920.257812 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -68920.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68925.156250 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -68925.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68928.023438 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -68928.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68928.773438 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -68928.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -760535.875000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -760535.9 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 3363 members 
Entering Unmasked Estep 
Score: -754884.125000 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -754884.1 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -756326.000000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -756326 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -756556.375000 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -756556.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -756720.750000 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -756720.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -756832.250000 Penalty: 4379.876953
	Iteration 4Q: 3 clusters Score -756832.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -756937.937500 Penalty: 4379.876953
	Iteration 5Q: 3 clusters Score -756937.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -757058.250000 Penalty: 4379.876953
	Iteration 6Q: 3 clusters Score -757058.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -757164.687500 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -757164.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -757292.375000 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -757292.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -757419.312500 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -757419.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -757555.375000 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -757555.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -757698.687500 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -757698.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -757847.125000 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -757847.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -757977.062500 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -757977.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -758115.000000 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -758115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -758242.937500 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -758242.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -758362.062500 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -758362.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -758453.000000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -758453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -758520.687500 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -758520.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -758585.812500 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -758585.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -758631.875000 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -758631.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -758658.250000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -758658.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -758680.312500 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -758680.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -758695.375000 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -758695.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -758706.562500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -758706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -758716.687500 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -758716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -758722.562500 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -758722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -758725.375000 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -758725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -758725.375000 Penalty: 4379.876953
	Iteration 28F: 3 clusters Score -758725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -445664.125000 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -445664.1 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 1967 members 
Entering Unmasked Estep 
Score: -441763.875000 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -441763.9 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -442715.125000 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -442715.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -443055.843750 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -443055.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -443356.343750 Penalty: 4128.750488
	Iteration 3F: 3 clusters Score -443356.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -443601.312500 Penalty: 4128.750488
	Iteration 4F: 3 clusters Score -443601.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -443790.968750 Penalty: 4128.750488
	Iteration 5F: 3 clusters Score -443791 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -443902.750000 Penalty: 4128.750488
	Iteration 6Q: 3 clusters Score -443902.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -443993.281250 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -443993.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -444055.125000 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -444055.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -444100.031250 Penalty: 4128.750488
	Iteration 9Q: 3 clusters Score -444100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -444127.906250 Penalty: 4128.750488
	Iteration 10Q: 3 clusters Score -444127.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -444148.375000 Penalty: 4128.750488
	Iteration 11Q: 3 clusters Score -444148.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -444162.531250 Penalty: 4128.750488
	Iteration 12Q: 3 clusters Score -444162.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -444172.781250 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -444172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -444183.468750 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -444183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -444189.656250 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -444189.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -444196.031250 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -444196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -444199.625000 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -444199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -444205.062500 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -444205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -444208.500000 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -444208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -444211.218750 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -444211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -444214.656250 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -444214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -444217.062500 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -444217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -444217.781250 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -444217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -444221.750000 Penalty: 4128.750488
	Iteration 24Q: 3 clusters Score -444221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -444226.000000 Penalty: 4128.750488
	Iteration 25Q: 3 clusters Score -444226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -444229.437500 Penalty: 4128.750488
	Iteration 26Q: 3 clusters Score -444229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -444234.437500 Penalty: 4128.750488
	Iteration 27Q: 3 clusters Score -444234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -444239.437500 Penalty: 4128.750488
	Iteration 28Q: 3 clusters Score -444239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -444243.656250 Penalty: 4128.750488
	Iteration 29Q: 3 clusters Score -444243.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -444250.000000 Penalty: 4128.750488
	Iteration 30Q: 3 clusters Score -444250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -444256.656250 Penalty: 4128.750488
	Iteration 31Q: 3 clusters Score -444256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -444259.656250 Penalty: 4128.750488
	Iteration 32Q: 3 clusters Score -444259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -444261.843750 Penalty: 4128.750488
	Iteration 33Q: 3 clusters Score -444261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -444261.406250 Penalty: 4128.750488
	Iteration 34Q: 3 clusters Score -444261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -444261.406250 Penalty: 4128.750488
	Iteration 35F: 3 clusters Score -444261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -233500.812500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -233500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -230645.375000 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -230645.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -231300.812500 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -231300.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -231538.968750 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -231539 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -231642.359375 Penalty: 3852.772949
	Iteration 3F: 3 clusters Score -231642.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231728.031250 Penalty: 3852.772949
	Iteration 4Q: 3 clusters Score -231728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231808.312500 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -231808.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231907.328125 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -231907.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -232024.343750 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -232024.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -232168.906250 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -232168.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -232354.000000 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -232354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -232553.640625 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -232553.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -232727.843750 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -232727.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -232845.531250 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -232845.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -232940.421875 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -232940.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -232989.015625 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -232989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -233008.218750 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -233008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233018.578125 Penalty: 3852.772949
	Iteration 16Q: 3 clusters Score -233018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -233022.359375 Penalty: 3852.772949
	Iteration 17Q: 3 clusters Score -233022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -233031.015625 Penalty: 3852.772949
	Iteration 18Q: 3 clusters Score -233031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233040.093750 Penalty: 3852.772949
	Iteration 19Q: 3 clusters Score -233040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -233049.375000 Penalty: 3852.772949
	Iteration 20F: 3 clusters Score -233049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233057.406250 Penalty: 3852.772949
	Iteration 21Q: 3 clusters Score -233057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233058.062500 Penalty: 3852.772949
	Iteration 22Q: 3 clusters Score -233058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233058.062500 Penalty: 3852.772949
	Iteration 23F: 3 clusters Score -233058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -1077108.625000 Penalty: 2277.325439
	Iteration 0F: 2 clusters Score -1077109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1069543.875000 Penalty: 4554.650879
	Iteration 0F: 3 clusters Score -1069544 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1071755.375000 Penalty: 4554.650879
	Iteration 1F: 3 clusters Score -1071755 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1072087.250000 Penalty: 4554.650879
	Iteration 2F: 3 clusters Score -1072087 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1072357.625000 Penalty: 4554.650879
	Iteration 3F: 3 clusters Score -1072358 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1072597.125000 Penalty: 4554.650879
	Iteration 4Q: 3 clusters Score -1072597 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1072839.250000 Penalty: 4554.650879
	Iteration 5Q: 3 clusters Score -1072839 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1073065.125000 Penalty: 4554.650879
	Iteration 6Q: 3 clusters Score -1073065 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1073278.875000 Penalty: 4554.650879
	Iteration 7Q: 3 clusters Score -1073279 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1073459.500000 Penalty: 4554.650879
	Iteration 8Q: 3 clusters Score -1073460 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1073625.625000 Penalty: 4554.650879
	Iteration 9Q: 3 clusters Score -1073626 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1073782.875000 Penalty: 4554.650879
	Iteration 10Q: 3 clusters Score -1073783 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1073939.750000 Penalty: 4554.650879
	Iteration 11Q: 3 clusters Score -1073940 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1074080.750000 Penalty: 4554.650879
	Iteration 12Q: 3 clusters Score -1074081 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1074204.000000 Penalty: 4554.650879
	Iteration 13Q: 3 clusters Score -1074204 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1074344.375000 Penalty: 4554.650879
	Iteration 14Q: 3 clusters Score -1074344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1074494.875000 Penalty: 4554.650879
	Iteration 15Q: 3 clusters Score -1074495 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1074637.250000 Penalty: 4554.650879
	Iteration 16Q: 3 clusters Score -1074637 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1074743.250000 Penalty: 4554.650879
	Iteration 17Q: 3 clusters Score -1074743 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1074827.000000 Penalty: 4554.650879
	Iteration 18Q: 3 clusters Score -1074827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1074893.625000 Penalty: 4554.650879
	Iteration 19Q: 3 clusters Score -1074894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1074935.625000 Penalty: 4554.650879
	Iteration 20F: 3 clusters Score -1074936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1074972.750000 Penalty: 4554.650879
	Iteration 21Q: 3 clusters Score -1074973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1074996.750000 Penalty: 4554.650879
	Iteration 22Q: 3 clusters Score -1074997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1075018.625000 Penalty: 4554.650879
	Iteration 23Q: 3 clusters Score -1075019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1075039.875000 Penalty: 4554.650879
	Iteration 24Q: 3 clusters Score -1075040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1075048.875000 Penalty: 4554.650879
	Iteration 25Q: 3 clusters Score -1075049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1075062.875000 Penalty: 4554.650879
	Iteration 26Q: 3 clusters Score -1075063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1075070.250000 Penalty: 4554.650879
	Iteration 27Q: 3 clusters Score -1075070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1075076.625000 Penalty: 4554.650879
	Iteration 28Q: 3 clusters Score -1075077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1075085.875000 Penalty: 4554.650879
	Iteration 29Q: 3 clusters Score -1075086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1075093.125000 Penalty: 4554.650879
	Iteration 30Q: 3 clusters Score -1075093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1075099.000000 Penalty: 4554.650879
	Iteration 31Q: 3 clusters Score -1075099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1075104.250000 Penalty: 4554.650879
	Iteration 32Q: 3 clusters Score -1075104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1075112.500000 Penalty: 4554.650879
	Iteration 33Q: 3 clusters Score -1075112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1075114.250000 Penalty: 4554.650879
	Iteration 34Q: 3 clusters Score -1075114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1075113.500000 Penalty: 4554.650879
	Iteration 35Q: 3 clusters Score -1075114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1075114.375000 Penalty: 4554.650879
	Iteration 36Q: 3 clusters Score -1075114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1075119.000000 Penalty: 4554.650879
	Iteration 37Q: 3 clusters Score -1075119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1075117.875000 Penalty: 4554.650879
	Iteration 38Q: 3 clusters Score -1075118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1075116.750000 Penalty: 4554.650879
	Iteration 39Q: 3 clusters Score -1075117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1075118.625000 Penalty: 4554.650879
	Iteration 40F: 3 clusters Score -1075119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1075117.625000 Penalty: 4554.650879
	Iteration 41Q: 3 clusters Score -1075118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1075118.875000 Penalty: 4554.650879
	Iteration 42Q: 3 clusters Score -1075119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1075120.750000 Penalty: 4554.650879
	Iteration 43Q: 3 clusters Score -1075121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1075123.125000 Penalty: 4554.650879
	Iteration 44Q: 3 clusters Score -1075123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1075123.125000 Penalty: 4554.650879
	Iteration 45F: 3 clusters Score -1075123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Entering Unmasked Estep 
Score: -3584256.750000 Penalty: 2567.765869
	Iteration 0F: 2 clusters Score -3584257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3562762.500000 Penalty: 5135.531738
	Iteration 0F: 3 clusters Score -3562762 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3570495.000000 Penalty: 5135.531738
	Iteration 1F: 3 clusters Score -3570495 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3571060.000000 Penalty: 5135.531738
	Iteration 2F: 3 clusters Score -3571060 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3571580.250000 Penalty: 5135.531738
	Iteration 3Q: 3 clusters Score -3571580 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3572088.250000 Penalty: 5135.531738
	Iteration 4Q: 3 clusters Score -3572088 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3572626.000000 Penalty: 5135.531738
	Iteration 5Q: 3 clusters Score -3572626 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3573199.250000 Penalty: 5135.531738
	Iteration 6Q: 3 clusters Score -3573199 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3573950.500000 Penalty: 5135.531738
	Iteration 7Q: 3 clusters Score -3573950 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3574933.250000 Penalty: 5135.531738
	Iteration 8Q: 3 clusters Score -3574933 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3576456.000000 Penalty: 5135.531738
	Iteration 9F: 3 clusters Score -3576456 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3578666.500000 Penalty: 5135.531738
	Iteration 10F: 3 clusters Score -3578666 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3581405.250000 Penalty: 5135.531738
	Iteration 11F: 3 clusters Score -3581405 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3583559.000000 Penalty: 5135.531738
	Iteration 12F: 3 clusters Score -3583559 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3584466.250000 Penalty: 5135.531738
	Iteration 13Q: 3 clusters Score -3584466 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3584710.250000 Penalty: 5135.531738
	Iteration 14Q: 3 clusters Score -3584710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3584819.750000 Penalty: 5135.531738
	Iteration 15Q: 3 clusters Score -3584820 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3584844.750000 Penalty: 5135.531738
	Iteration 16Q: 3 clusters Score -3584845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3584859.250000 Penalty: 5135.531738
	Iteration 17Q: 3 clusters Score -3584859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3584859.500000 Penalty: 5135.531738
	Iteration 18Q: 3 clusters Score -3584860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3584869.000000 Penalty: 5135.531738
	Iteration 19Q: 3 clusters Score -3584869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3584868.250000 Penalty: 5135.531738
	Iteration 20F: 3 clusters Score -3584868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3584875.750000 Penalty: 5135.531738
	Iteration 21Q: 3 clusters Score -3584876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3584871.250000 Penalty: 5135.531738
	Iteration 22Q: 3 clusters Score -3584871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3584874.500000 Penalty: 5135.531738
	Iteration 23Q: 3 clusters Score -3584874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3584883.750000 Penalty: 5135.531738
	Iteration 24Q: 3 clusters Score -3584884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3584894.500000 Penalty: 5135.531738
	Iteration 25Q: 3 clusters Score -3584894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3584903.250000 Penalty: 5135.531738
	Iteration 26Q: 3 clusters Score -3584903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3584898.750000 Penalty: 5135.531738
	Iteration 27Q: 3 clusters Score -3584899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3584895.750000 Penalty: 5135.531738
	Iteration 28Q: 3 clusters Score -3584896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3584895.250000 Penalty: 5135.531738
	Iteration 29Q: 3 clusters Score -3584895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3584897.250000 Penalty: 5135.531738
	Iteration 30Q: 3 clusters Score -3584897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3584904.750000 Penalty: 5135.531738
	Iteration 31Q: 3 clusters Score -3584905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3584910.000000 Penalty: 5135.531738
	Iteration 32Q: 3 clusters Score -3584910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3584909.500000 Penalty: 5135.531738
	Iteration 33Q: 3 clusters Score -3584910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3584900.750000 Penalty: 5135.531738
	Iteration 34Q: 3 clusters Score -3584901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3584902.750000 Penalty: 5135.531738
	Iteration 35Q: 3 clusters Score -3584903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3584900.750000 Penalty: 5135.531738
	Iteration 36Q: 3 clusters Score -3584901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3584902.000000 Penalty: 5135.531738
	Iteration 37Q: 3 clusters Score -3584902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3584897.250000 Penalty: 5135.531738
	Iteration 38Q: 3 clusters Score -3584897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3584900.500000 Penalty: 5135.531738
	Iteration 39Q: 3 clusters Score -3584900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3584903.000000 Penalty: 5135.531738
	Iteration 40F: 3 clusters Score -3584903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3584900.750000 Penalty: 5135.531738
	Iteration 41Q: 3 clusters Score -3584901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3584902.250000 Penalty: 5135.531738
	Iteration 42Q: 3 clusters Score -3584902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3584899.500000 Penalty: 5135.531738
	Iteration 43Q: 3 clusters Score -3584900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3584898.750000 Penalty: 5135.531738
	Iteration 44Q: 3 clusters Score -3584899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3584904.250000 Penalty: 5135.531738
	Iteration 45Q: 3 clusters Score -3584904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3584907.250000 Penalty: 5135.531738
	Iteration 46Q: 3 clusters Score -3584907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3584906.000000 Penalty: 5135.531738
	Iteration 47Q: 3 clusters Score -3584906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3584907.750000 Penalty: 5135.531738
	Iteration 48Q: 3 clusters Score -3584908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3584908.500000 Penalty: 5135.531738
	Iteration 49Q: 3 clusters Score -3584908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3584907.500000 Penalty: 5135.531738
	Iteration 50Q: 3 clusters Score -3584908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3584910.500000 Penalty: 5135.531738
	Iteration 51Q: 3 clusters Score -3584910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3584913.000000 Penalty: 5135.531738
	Iteration 52Q: 3 clusters Score -3584913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3584913.250000 Penalty: 5135.531738
	Iteration 53Q: 3 clusters Score -3584913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3584913.000000 Penalty: 5135.531738
	Iteration 54Q: 3 clusters Score -3584913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3584910.750000 Penalty: 5135.531738
	Iteration 55Q: 3 clusters Score -3584911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3584908.500000 Penalty: 5135.531738
	Iteration 56Q: 3 clusters Score -3584908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3584908.500000 Penalty: 5135.531738
	Iteration 57Q: 3 clusters Score -3584908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3584909.000000 Penalty: 5135.531738
	Iteration 58Q: 3 clusters Score -3584909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3584907.250000 Penalty: 5135.531738
	Iteration 59Q: 3 clusters Score -3584907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3584908.750000 Penalty: 5135.531738
	Iteration 60F: 3 clusters Score -3584909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 17380 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 13999 members 
Entering Unmasked Estep 
Score: -110915912.000000 Penalty: 150896.156250
Splitting cluster 9 changes total score from -110916264.000000 to -110915912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (40394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Entering Unmasked Estep 
Score: -4185556.000000 Penalty: 2630.396240
	Iteration 0F: 2 clusters Score -4185556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4158250.750000 Penalty: 5260.792480
	Iteration 0F: 3 clusters Score -4158251 nChanged 18382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4168404.250000 Penalty: 5260.792480
	Iteration 1F: 3 clusters Score -4168404 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -4169177.000000 Penalty: 5260.792480
	Iteration 2Q: 3 clusters Score -4169177 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4169970.000000 Penalty: 5260.792480
	Iteration 3Q: 3 clusters Score -4169970 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4170897.500000 Penalty: 5260.792480
	Iteration 4Q: 3 clusters Score -4170898 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4171931.250000 Penalty: 5260.792480
	Iteration 5F: 3 clusters Score -4171931 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4173174.500000 Penalty: 5260.792480
	Iteration 6F: 3 clusters Score -4173174 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4174727.000000 Penalty: 5260.792480
	Iteration 7F: 3 clusters Score -4174727 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4176583.750000 Penalty: 5260.792480
	Iteration 8F: 3 clusters Score -4176584 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4178634.250000 Penalty: 5260.792480
	Iteration 9F: 3 clusters Score -4178634 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4180426.000000 Penalty: 5260.792480
	Iteration 10F: 3 clusters Score -4180426 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -4181716.250000 Penalty: 5260.792480
	Iteration 11Q: 3 clusters Score -4181716 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4182602.000000 Penalty: 5260.792480
	Iteration 12Q: 3 clusters Score -4182602 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -4183134.750000 Penalty: 5260.792480
	Iteration 13Q: 3 clusters Score -4183135 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4183549.500000 Penalty: 5260.792480
	Iteration 14Q: 3 clusters Score -4183550 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -4183861.500000 Penalty: 5260.792480
	Iteration 15Q: 3 clusters Score -4183862 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4184094.750000 Penalty: 5260.792480
	Iteration 16Q: 3 clusters Score -4184095 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4184225.500000 Penalty: 5260.792480
	Iteration 17Q: 3 clusters Score -4184226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -4184297.750000 Penalty: 5260.792480
	Iteration 18Q: 3 clusters Score -4184298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4184360.750000 Penalty: 5260.792480
	Iteration 19Q: 3 clusters Score -4184361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4184396.250000 Penalty: 5260.792480
	Iteration 20F: 3 clusters Score -4184396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4184439.000000 Penalty: 5260.792480
	Iteration 21Q: 3 clusters Score -4184439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4184481.500000 Penalty: 5260.792480
	Iteration 22Q: 3 clusters Score -4184482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -4184514.750000 Penalty: 5260.792480
	Iteration 23Q: 3 clusters Score -4184515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4184548.250000 Penalty: 5260.792480
	Iteration 24Q: 3 clusters Score -4184548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -4184585.500000 Penalty: 5260.792480
	Iteration 25Q: 3 clusters Score -4184586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -4184606.250000 Penalty: 5260.792480
	Iteration 26Q: 3 clusters Score -4184606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4184626.500000 Penalty: 5260.792480
	Iteration 27Q: 3 clusters Score -4184626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4184649.750000 Penalty: 5260.792480
	Iteration 28Q: 3 clusters Score -4184650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4184685.500000 Penalty: 5260.792480
	Iteration 29Q: 3 clusters Score -4184686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -4184697.250000 Penalty: 5260.792480
	Iteration 30Q: 3 clusters Score -4184697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -4184705.500000 Penalty: 5260.792480
	Iteration 31Q: 3 clusters Score -4184706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4184712.250000 Penalty: 5260.792480
	Iteration 32Q: 3 clusters Score -4184712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4184718.250000 Penalty: 5260.792480
	Iteration 33Q: 3 clusters Score -4184718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4184722.750000 Penalty: 5260.792480
	Iteration 34Q: 3 clusters Score -4184723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -4184723.750000 Penalty: 5260.792480
	Iteration 35Q: 3 clusters Score -4184724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4184729.250000 Penalty: 5260.792480
	Iteration 36Q: 3 clusters Score -4184729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4184727.000000 Penalty: 5260.792480
	Iteration 37Q: 3 clusters Score -4184727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4184727.000000 Penalty: 5260.792480
	Iteration 38Q: 3 clusters Score -4184727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -4184725.250000 Penalty: 5260.792480
	Iteration 39Q: 3 clusters Score -4184725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4184730.250000 Penalty: 5260.792480
	Iteration 40F: 3 clusters Score -4184730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4184733.500000 Penalty: 5260.792480
	Iteration 41Q: 3 clusters Score -4184734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4184733.250000 Penalty: 5260.792480
	Iteration 42Q: 3 clusters Score -4184733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -4184735.750000 Penalty: 5260.792480
	Iteration 43Q: 3 clusters Score -4184736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4184734.750000 Penalty: 5260.792480
	Iteration 44Q: 3 clusters Score -4184735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4184739.500000 Penalty: 5260.792480
	Iteration 45Q: 3 clusters Score -4184740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4184743.750000 Penalty: 5260.792480
	Iteration 46Q: 3 clusters Score -4184744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4184740.750000 Penalty: 5260.792480
	Iteration 47Q: 3 clusters Score -4184741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -4184743.750000 Penalty: 5260.792480
	Iteration 48Q: 3 clusters Score -4184744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4184744.750000 Penalty: 5260.792480
	Iteration 49Q: 3 clusters Score -4184745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4184743.000000 Penalty: 5260.792480
	Iteration 50Q: 3 clusters Score -4184743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4184743.000000 Penalty: 5260.792480
	Iteration 51F: 3 clusters Score -4184743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Entering Unmasked Estep 
Score: -3972368.000000 Penalty: 2601.780762
	Iteration 0F: 2 clusters Score -3972368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3947947.750000 Penalty: 5203.561523
	Iteration 0F: 3 clusters Score -3947948 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3957235.250000 Penalty: 5203.561523
	Iteration 1F: 3 clusters Score -3957235 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3957929.250000 Penalty: 5203.561523
	Iteration 2Q: 3 clusters Score -3957929 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3958768.500000 Penalty: 5203.561523
	Iteration 3Q: 3 clusters Score -3958768 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3959881.000000 Penalty: 5203.561523
	Iteration 4F: 3 clusters Score -3959881 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3961204.750000 Penalty: 5203.561523
	Iteration 5F: 3 clusters Score -3961205 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3962635.750000 Penalty: 5203.561523
	Iteration 6F: 3 clusters Score -3962636 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3964192.250000 Penalty: 5203.561523
	Iteration 7F: 3 clusters Score -3964192 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3965600.750000 Penalty: 5203.561523
	Iteration 8F: 3 clusters Score -3965601 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3966766.000000 Penalty: 5203.561523
	Iteration 9F: 3 clusters Score -3966766 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3967542.750000 Penalty: 5203.561523
	Iteration 10Q: 3 clusters Score -3967543 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3968072.500000 Penalty: 5203.561523
	Iteration 11Q: 3 clusters Score -3968072 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3968394.250000 Penalty: 5203.561523
	Iteration 12Q: 3 clusters Score -3968394 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3968559.000000 Penalty: 5203.561523
	Iteration 13Q: 3 clusters Score -3968559 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3968701.000000 Penalty: 5203.561523
	Iteration 14Q: 3 clusters Score -3968701 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3968799.000000 Penalty: 5203.561523
	Iteration 15Q: 3 clusters Score -3968799 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3968908.750000 Penalty: 5203.561523
	Iteration 16Q: 3 clusters Score -3968909 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3969040.750000 Penalty: 5203.561523
	Iteration 17Q: 3 clusters Score -3969041 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3969260.500000 Penalty: 5203.561523
	Iteration 18Q: 3 clusters Score -3969260 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3969561.250000 Penalty: 5203.561523
	Iteration 19Q: 3 clusters Score -3969561 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3969796.250000 Penalty: 5203.561523
	Iteration 20F: 3 clusters Score -3969796 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3969940.500000 Penalty: 5203.561523
	Iteration 21Q: 3 clusters Score -3969940 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3970030.250000 Penalty: 5203.561523
	Iteration 22Q: 3 clusters Score -3970030 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3970118.000000 Penalty: 5203.561523
	Iteration 23Q: 3 clusters Score -3970118 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3970175.250000 Penalty: 5203.561523
	Iteration 24Q: 3 clusters Score -3970175 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3970217.750000 Penalty: 5203.561523
	Iteration 25Q: 3 clusters Score -3970218 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3970245.000000 Penalty: 5203.561523
	Iteration 26Q: 3 clusters Score -3970245 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3970277.250000 Penalty: 5203.561523
	Iteration 27Q: 3 clusters Score -3970277 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3970311.250000 Penalty: 5203.561523
	Iteration 28Q: 3 clusters Score -3970311 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3970350.500000 Penalty: 5203.561523
	Iteration 29Q: 3 clusters Score -3970350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3970375.250000 Penalty: 5203.561523
	Iteration 30Q: 3 clusters Score -3970375 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3970400.250000 Penalty: 5203.561523
	Iteration 31Q: 3 clusters Score -3970400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3970431.250000 Penalty: 5203.561523
	Iteration 32Q: 3 clusters Score -3970431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3970484.750000 Penalty: 5203.561523
	Iteration 33Q: 3 clusters Score -3970485 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3970507.250000 Penalty: 5203.561523
	Iteration 34Q: 3 clusters Score -3970507 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3970555.500000 Penalty: 5203.561523
	Iteration 35Q: 3 clusters Score -3970556 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3970600.750000 Penalty: 5203.561523
	Iteration 36Q: 3 clusters Score -3970601 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3970637.250000 Penalty: 5203.561523
	Iteration 37Q: 3 clusters Score -3970637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3970684.250000 Penalty: 5203.561523
	Iteration 38Q: 3 clusters Score -3970684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3970721.500000 Penalty: 5203.561523
	Iteration 39Q: 3 clusters Score -3970722 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3970776.250000 Penalty: 5203.561523
	Iteration 40F: 3 clusters Score -3970776 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3970862.500000 Penalty: 5203.561523
	Iteration 41Q: 3 clusters Score -3970862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3970929.750000 Penalty: 5203.561523
	Iteration 42Q: 3 clusters Score -3970930 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3970993.500000 Penalty: 5203.561523
	Iteration 43Q: 3 clusters Score -3970994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3971056.750000 Penalty: 5203.561523
	Iteration 44Q: 3 clusters Score -3971057 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3971131 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3971184 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3971234 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3971271 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3971312.250000 Penalty: 5203.561523
	Iteration 49Q: 3 clusters Score -3971312 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3971358 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3971380 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3971408 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3971451 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3971469 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3971505.250000 Penalty: 5203.561523
	Iteration 55Q: 3 clusters Score -3971505 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3971518 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3971538 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3971551 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3971554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3971584 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3971582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3971616.750000 Penalty: 5203.561523
	Iteration 62Q: 3 clusters Score -3971617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3971632.250000 Penalty: 5203.561523
	Iteration 63Q: 3 clusters Score -3971632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3971649.250000 Penalty: 5203.561523
	Iteration 64Q: 3 clusters Score -3971649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3971665 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3971676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3971695 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3971712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3971717 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3971744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3971780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3971792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3971810.250000 Penalty: 5203.561523
	Iteration 73Q: 3 clusters Score -3971810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3971854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3971866.000000 Penalty: 5203.561523
	Iteration 75Q: 3 clusters Score -3971866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3971895 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3971922.250000 Penalty: 5203.561523
	Iteration 77Q: 3 clusters Score -3971922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3971943.000000 Penalty: 5203.561523
	Iteration 78Q: 3 clusters Score -3971943 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3971980 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3971999 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3972029.750000 Penalty: 5203.561523
	Iteration 81Q: 3 clusters Score -3972030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3972069 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3972104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3972132.000000 Penalty: 5203.561523
	Iteration 84Q: 3 clusters Score -3972132 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3972152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3972176.000000 Penalty: 5203.561523
	Iteration 86Q: 3 clusters Score -3972176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3972197.750000 Penalty: 5203.561523
	Iteration 87Q: 3 clusters Score -3972198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3972219.500000 Penalty: 5203.561523
	Iteration 88Q: 3 clusters Score -3972220 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3972245.500000 Penalty: 5203.561523
	Iteration 89Q: 3 clusters Score -3972246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3972267.500000 Penalty: 5203.561523
	Iteration 90Q: 3 clusters Score -3972268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3972282.500000 Penalty: 5203.561523
	Iteration 91Q: 3 clusters Score -3972282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3972291.500000 Penalty: 5203.561523
	Iteration 92Q: 3 clusters Score -3972292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3972311.250000 Penalty: 5203.561523
	Iteration 93Q: 3 clusters Score -3972311 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3972333.250000 Penalty: 5203.561523
	Iteration 94Q: 3 clusters Score -3972333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3972338.250000 Penalty: 5203.561523
	Iteration 95Q: 3 clusters Score -3972338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3972343.000000 Penalty: 5203.561523
	Iteration 96Q: 3 clusters Score -3972343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3972357.750000 Penalty: 5203.561523
	Iteration 97Q: 3 clusters Score -3972358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3972370.500000 Penalty: 5203.561523
	Iteration 98Q: 3 clusters Score -3972370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3972370.000000 Penalty: 5203.561523
	Iteration 99Q: 3 clusters Score -3972370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3972374.000000 Penalty: 5203.561523
	Iteration 100F: 3 clusters Score -3972374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3972390.000000 Penalty: 5203.561523
	Iteration 101Q: 3 clusters Score -3972390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3972389.000000 Penalty: 5203.561523
	Iteration 102Q: 3 clusters Score -3972389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3972391.000000 Penalty: 5203.561523
	Iteration 103Q: 3 clusters Score -3972391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3972389.000000 Penalty: 5203.561523
	Iteration 104Q: 3 clusters Score -3972389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3972397.000000 Penalty: 5203.561523
	Iteration 105Q: 3 clusters Score -3972397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3972392.500000 Penalty: 5203.561523
	Iteration 106Q: 3 clusters Score -3972392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3972394.250000 Penalty: 5203.561523
	Iteration 107Q: 3 clusters Score -3972394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3972395.000000 Penalty: 5203.561523
	Iteration 108Q: 3 clusters Score -3972395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3972399.500000 Penalty: 5203.561523
	Iteration 109Q: 3 clusters Score -3972400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3972400.000000 Penalty: 5203.561523
	Iteration 110Q: 3 clusters Score -3972400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3972410.250000 Penalty: 5203.561523
	Iteration 111Q: 3 clusters Score -3972410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3972412.500000 Penalty: 5203.561523
	Iteration 112Q: 3 clusters Score -3972412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3972412.750000 Penalty: 5203.561523
	Iteration 113Q: 3 clusters Score -3972413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3972414.500000 Penalty: 5203.561523
	Iteration 114Q: 3 clusters Score -3972414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3972417.000000 Penalty: 5203.561523
	Iteration 115Q: 3 clusters Score -3972417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3972415.750000 Penalty: 5203.561523
	Iteration 116Q: 3 clusters Score -3972416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3972415.750000 Penalty: 5203.561523
	Iteration 117Q: 3 clusters Score -3972416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3972417.500000 Penalty: 5203.561523
	Iteration 118Q: 3 clusters Score -3972418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3972417.250000 Penalty: 5203.561523
	Iteration 119Q: 3 clusters Score -3972417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3972417.750000 Penalty: 5203.561523
	Iteration 120F: 3 clusters Score -3972418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3972419.500000 Penalty: 5203.561523
	Iteration 121Q: 3 clusters Score -3972420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3972421.250000 Penalty: 5203.561523
	Iteration 122Q: 3 clusters Score -3972421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3972420.250000 Penalty: 5203.561523
	Iteration 123Q: 3 clusters Score -3972420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3972415.750000 Penalty: 5203.561523
	Iteration 124Q: 3 clusters Score -3972416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3972415.750000 Penalty: 5203.561523
	Iteration 125Q: 3 clusters Score -3972416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3972417.000000 Penalty: 5203.561523
	Iteration 126Q: 3 clusters Score -3972417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3972416.000000 Penalty: 5203.561523
	Iteration 127Q: 3 clusters Score -3972416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3972417.500000 Penalty: 5203.561523
	Iteration 128Q: 3 clusters Score -3972418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3972417.250000 Penalty: 5203.561523
	Iteration 129Q: 3 clusters Score -3972417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3972417.250000 Penalty: 5203.561523
	Iteration 130F: 3 clusters Score -3972417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 32413 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 3579 members 
Entering Unmasked Estep 
Score: -110915280.000000 Penalty: 150896.156250
Splitting cluster 11 changes total score from -110916264.000000 to -110915280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Entering Unmasked Estep 
Score: -1379141.375000 Penalty: 2338.569824
	Iteration 0F: 2 clusters Score -1379141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1369851.625000 Penalty: 4677.139648
	Iteration 0F: 3 clusters Score -1369852 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1372741.625000 Penalty: 4677.139648
	Iteration 1F: 3 clusters Score -1372742 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1373143.125000 Penalty: 4677.139648
	Iteration 2F: 3 clusters Score -1373143 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1373516.625000 Penalty: 4677.139648
	Iteration 3F: 3 clusters Score -1373517 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1373830.750000 Penalty: 4677.139648
	Iteration 4Q: 3 clusters Score -1373831 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1374109.875000 Penalty: 4677.139648
	Iteration 5Q: 3 clusters Score -1374110 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1374396.250000 Penalty: 4677.139648
	Iteration 6Q: 3 clusters Score -1374396 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1374743.125000 Penalty: 4677.139648
	Iteration 7Q: 3 clusters Score -1374743 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1375145.250000 Penalty: 4677.139648
	Iteration 8Q: 3 clusters Score -1375145 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1375587.875000 Penalty: 4677.139648
	Iteration 9Q: 3 clusters Score -1375588 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1375966.000000 Penalty: 4677.139648
	Iteration 10Q: 3 clusters Score -1375966 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1376302.000000 Penalty: 4677.139648
	Iteration 11Q: 3 clusters Score -1376302 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1376552.625000 Penalty: 4677.139648
	Iteration 12Q: 3 clusters Score -1376553 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1376719.625000 Penalty: 4677.139648
	Iteration 13Q: 3 clusters Score -1376720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1376815.500000 Penalty: 4677.139648
	Iteration 14Q: 3 clusters Score -1376816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1376889.625000 Penalty: 4677.139648
	Iteration 15Q: 3 clusters Score -1376890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1376943.500000 Penalty: 4677.139648
	Iteration 16Q: 3 clusters Score -1376944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1376983.625000 Penalty: 4677.139648
	Iteration 17Q: 3 clusters Score -1376984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1377011.250000 Penalty: 4677.139648
	Iteration 18Q: 3 clusters Score -1377011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1377028.125000 Penalty: 4677.139648
	Iteration 19Q: 3 clusters Score -1377028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1377043.000000 Penalty: 4677.139648
	Iteration 20F: 3 clusters Score -1377043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1377053.750000 Penalty: 4677.139648
	Iteration 21Q: 3 clusters Score -1377054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1377066.000000 Penalty: 4677.139648
	Iteration 22Q: 3 clusters Score -1377066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1377073.500000 Penalty: 4677.139648
	Iteration 23Q: 3 clusters Score -1377074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1377083.500000 Penalty: 4677.139648
	Iteration 24Q: 3 clusters Score -1377084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1377087.000000 Penalty: 4677.139648
	Iteration 25Q: 3 clusters Score -1377087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1377088.000000 Penalty: 4677.139648
	Iteration 26Q: 3 clusters Score -1377088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1377089.750000 Penalty: 4677.139648
	Iteration 27Q: 3 clusters Score -1377090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1377096.000000 Penalty: 4677.139648
	Iteration 28Q: 3 clusters Score -1377096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1377096.625000 Penalty: 4677.139648
	Iteration 29Q: 3 clusters Score -1377097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1377099.875000 Penalty: 4677.139648
	Iteration 30Q: 3 clusters Score -1377100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1377102.750000 Penalty: 4677.139648
	Iteration 31Q: 3 clusters Score -1377103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1377105.250000 Penalty: 4677.139648
	Iteration 32Q: 3 clusters Score -1377105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1377104.625000 Penalty: 4677.139648
	Iteration 33Q: 3 clusters Score -1377105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1377109.250000 Penalty: 4677.139648
	Iteration 34Q: 3 clusters Score -1377109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1377116.000000 Penalty: 4677.139648
	Iteration 35Q: 3 clusters Score -1377116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1377116.250000 Penalty: 4677.139648
	Iteration 36Q: 3 clusters Score -1377116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1377118.500000 Penalty: 4677.139648
	Iteration 37Q: 3 clusters Score -1377118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1377124.375000 Penalty: 4677.139648
	Iteration 38Q: 3 clusters Score -1377124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1377127.750000 Penalty: 4677.139648
	Iteration 39Q: 3 clusters Score -1377128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1377130.250000 Penalty: 4677.139648
	Iteration 40F: 3 clusters Score -1377130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1377133.375000 Penalty: 4677.139648
	Iteration 41Q: 3 clusters Score -1377133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1377134.375000 Penalty: 4677.139648
	Iteration 42Q: 3 clusters Score -1377134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1377133.750000 Penalty: 4677.139648
	Iteration 43Q: 3 clusters Score -1377134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1377135.875000 Penalty: 4677.139648
	Iteration 44Q: 3 clusters Score -1377136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1377137.125000 Penalty: 4677.139648
	Iteration 45Q: 3 clusters Score -1377137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1377139.625000 Penalty: 4677.139648
	Iteration 46Q: 3 clusters Score -1377140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1377139.125000 Penalty: 4677.139648
	Iteration 47Q: 3 clusters Score -1377139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1377140.625000 Penalty: 4677.139648
	Iteration 48Q: 3 clusters Score -1377141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1377140.625000 Penalty: 4677.139648
	Iteration 49F: 3 clusters Score -1377141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -436001.937500 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -436001.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -432189.750000 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -432189.8 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -432989.656250 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -432989.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -433178.875000 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -433178.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -433301.187500 Penalty: 4100.272461
	Iteration 3Q: 3 clusters Score -433301.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -433420.187500 Penalty: 4100.272461
	Iteration 4Q: 3 clusters Score -433420.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -433529.312500 Penalty: 4100.272461
	Iteration 5Q: 3 clusters Score -433529.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -433647.812500 Penalty: 4100.272461
	Iteration 6Q: 3 clusters Score -433647.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -433778.843750 Penalty: 4100.272461
	Iteration 7Q: 3 clusters Score -433778.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -433917.187500 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -433917.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -434090.062500 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -434090.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -434289.687500 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -434289.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -434555.437500 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -434555.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -434965.218750 Penalty: 4100.272461
	Iteration 12F: 3 clusters Score -434965.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -435481.593750 Penalty: 4100.272461
	Iteration 13F: 3 clusters Score -435481.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435776.187500 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -435776.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -435875.281250 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -435875.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -435893.375000 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -435893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -435898.312500 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -435898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -435898.968750 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -435899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -435898.968750 Penalty: 4100.272461
	Iteration 19F: 3 clusters Score -435899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -967018.250000 Penalty: 2239.325195
	Iteration 0F: 2 clusters Score -967018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -960384.375000 Penalty: 4478.650391
	Iteration 0F: 3 clusters Score -960384.4 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -962245.687500 Penalty: 4478.650391
	Iteration 1F: 3 clusters Score -962245.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -962487.187500 Penalty: 4478.650391
	Iteration 2F: 3 clusters Score -962487.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -962617.687500 Penalty: 4478.650391
	Iteration 3Q: 3 clusters Score -962617.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -962731.250000 Penalty: 4478.650391
	Iteration 4Q: 3 clusters Score -962731.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -962831.500000 Penalty: 4478.650391
	Iteration 5Q: 3 clusters Score -962831.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -962935.000000 Penalty: 4478.650391
	Iteration 6Q: 3 clusters Score -962935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -963026.625000 Penalty: 4478.650391
	Iteration 7Q: 3 clusters Score -963026.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -963109.625000 Penalty: 4478.650391
	Iteration 8Q: 3 clusters Score -963109.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -963219.375000 Penalty: 4478.650391
	Iteration 9Q: 3 clusters Score -963219.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -963352.875000 Penalty: 4478.650391
	Iteration 10Q: 3 clusters Score -963352.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -963531.937500 Penalty: 4478.650391
	Iteration 11Q: 3 clusters Score -963531.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -963729.312500 Penalty: 4478.650391
	Iteration 12Q: 3 clusters Score -963729.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -963934.562500 Penalty: 4478.650391
	Iteration 13Q: 3 clusters Score -963934.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -964113.750000 Penalty: 4478.650391
	Iteration 14Q: 3 clusters Score -964113.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -964294.687500 Penalty: 4478.650391
	Iteration 15Q: 3 clusters Score -964294.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -964436.875000 Penalty: 4478.650391
	Iteration 16Q: 3 clusters Score -964436.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -964558.875000 Penalty: 4478.650391
	Iteration 17Q: 3 clusters Score -964558.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -964649.812500 Penalty: 4478.650391
	Iteration 18Q: 3 clusters Score -964649.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -964731.937500 Penalty: 4478.650391
	Iteration 19Q: 3 clusters Score -964731.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -964802.562500 Penalty: 4478.650391
	Iteration 20F: 3 clusters Score -964802.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -964855.812500 Penalty: 4478.650391
	Iteration 21Q: 3 clusters Score -964855.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -964897.375000 Penalty: 4478.650391
	Iteration 22Q: 3 clusters Score -964897.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -964927.687500 Penalty: 4478.650391
	Iteration 23Q: 3 clusters Score -964927.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -964944.875000 Penalty: 4478.650391
	Iteration 24Q: 3 clusters Score -964944.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -964956.687500 Penalty: 4478.650391
	Iteration 25Q: 3 clusters Score -964956.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -964963.437500 Penalty: 4478.650391
	Iteration 26Q: 3 clusters Score -964963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -964966.000000 Penalty: 4478.650391
	Iteration 27Q: 3 clusters Score -964966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -964970.375000 Penalty: 4478.650391
	Iteration 28Q: 3 clusters Score -964970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -964973.937500 Penalty: 4478.650391
	Iteration 29Q: 3 clusters Score -964973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -964974.875000 Penalty: 4478.650391
	Iteration 30Q: 3 clusters Score -964974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -964977.625000 Penalty: 4478.650391
	Iteration 31Q: 3 clusters Score -964977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -964977.937500 Penalty: 4478.650391
	Iteration 32Q: 3 clusters Score -964977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -964978.937500 Penalty: 4478.650391
	Iteration 33Q: 3 clusters Score -964978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -964980.500000 Penalty: 4478.650391
	Iteration 34Q: 3 clusters Score -964980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -964981.687500 Penalty: 4478.650391
	Iteration 35Q: 3 clusters Score -964981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -964983.812500 Penalty: 4478.650391
	Iteration 36Q: 3 clusters Score -964983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -964984.812500 Penalty: 4478.650391
	Iteration 37Q: 3 clusters Score -964984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -964986.062500 Penalty: 4478.650391
	Iteration 38Q: 3 clusters Score -964986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -964991.312500 Penalty: 4478.650391
	Iteration 39Q: 3 clusters Score -964991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -964992.000000 Penalty: 4478.650391
	Iteration 40F: 3 clusters Score -964992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -964995.187500 Penalty: 4478.650391
	Iteration 41Q: 3 clusters Score -964995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -964998.375000 Penalty: 4478.650391
	Iteration 42Q: 3 clusters Score -964998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -965001.750000 Penalty: 4478.650391
	Iteration 43Q: 3 clusters Score -965001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -965005.312500 Penalty: 4478.650391
	Iteration 44Q: 3 clusters Score -965005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -965008.187500 Penalty: 4478.650391
	Iteration 45Q: 3 clusters Score -965008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -965009.187500 Penalty: 4478.650391
	Iteration 46Q: 3 clusters Score -965009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -965012.750000 Penalty: 4478.650391
	Iteration 47Q: 3 clusters Score -965012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -965018.937500 Penalty: 4478.650391
	Iteration 48Q: 3 clusters Score -965018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -965021.187500 Penalty: 4478.650391
	Iteration 49Q: 3 clusters Score -965021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -965029.562500 Penalty: 4478.650391
	Iteration 50Q: 3 clusters Score -965029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -965036.750000 Penalty: 4478.650391
	Iteration 51Q: 3 clusters Score -965036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -965038.375000 Penalty: 4478.650391
	Iteration 52Q: 3 clusters Score -965038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -965044.187500 Penalty: 4478.650391
	Iteration 53Q: 3 clusters Score -965044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -965049.312500 Penalty: 4478.650391
	Iteration 54Q: 3 clusters Score -965049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -965052.062500 Penalty: 4478.650391
	Iteration 55Q: 3 clusters Score -965052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -965054.562500 Penalty: 4478.650391
	Iteration 56Q: 3 clusters Score -965054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -965055.687500 Penalty: 4478.650391
	Iteration 57Q: 3 clusters Score -965055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -965057.500000 Penalty: 4478.650391
	Iteration 58Q: 3 clusters Score -965057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -965058.562500 Penalty: 4478.650391
	Iteration 59Q: 3 clusters Score -965058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -965060.312500 Penalty: 4478.650391
	Iteration 60F: 3 clusters Score -965060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -965060.875000 Penalty: 4478.650391
	Iteration 61Q: 3 clusters Score -965060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -965060.312500 Penalty: 4478.650391
	Iteration 62Q: 3 clusters Score -965060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -965060.312500 Penalty: 4478.650391
	Iteration 63F: 3 clusters Score -965060.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Entering Unmasked Estep 
Score: -10948902.000000 Penalty: 2846.660400
	Iteration 0F: 2 clusters Score -1.09489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -10884108.000000 Penalty: 5693.320801
	Iteration 0F: 3 clusters Score -1.088411e+07 nChanged 45702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -10909958.000000 Penalty: 5693.320801
	Iteration 1F: 3 clusters Score -1.090996e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -10910519.000000 Penalty: 5693.320801
	Iteration 2Q: 3 clusters Score -1.091052e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -10910999.000000 Penalty: 5693.320801
	Iteration 3Q: 3 clusters Score -1.0911e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -10911582.000000 Penalty: 5693.320801
	Iteration 4Q: 3 clusters Score -1.091158e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -10912159.000000 Penalty: 5693.320801
	Iteration 5Q: 3 clusters Score -1.091216e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -10912713.000000 Penalty: 5693.320801
	Iteration 6Q: 3 clusters Score -1.091271e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -10913393.000000 Penalty: 5693.320801
	Iteration 7Q: 3 clusters Score -1.091339e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -10914230.000000 Penalty: 5693.320801
	Iteration 8Q: 3 clusters Score -1.091423e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -10915375.000000 Penalty: 5693.320801
	Iteration 9Q: 3 clusters Score -1.091538e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -10916643.000000 Penalty: 5693.320801
	Iteration 10Q: 3 clusters Score -1.091664e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -10918142.000000 Penalty: 5693.320801
	Iteration 11Q: 3 clusters Score -1.091814e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -10920062.000000 Penalty: 5693.320801
	Iteration 12Q: 3 clusters Score -1.092006e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -10922541.000000 Penalty: 5693.320801
	Iteration 13Q: 3 clusters Score -1.092254e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -10925438.000000 Penalty: 5693.320801
	Iteration 14Q: 3 clusters Score -1.092544e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -10928438.000000 Penalty: 5693.320801
	Iteration 15Q: 3 clusters Score -1.092844e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -10930529.000000 Penalty: 5693.320801
	Iteration 16Q: 3 clusters Score -1.093053e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -10931673.000000 Penalty: 5693.320801
	Iteration 17Q: 3 clusters Score -1.093167e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -10932257.000000 Penalty: 5693.320801
	Iteration 18Q: 3 clusters Score -1.093226e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -10932697.000000 Penalty: 5693.320801
	Iteration 19Q: 3 clusters Score -1.09327e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -10933063.000000 Penalty: 5693.320801
	Iteration 20F: 3 clusters Score -1.093306e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -10933485.000000 Penalty: 5693.320801
	Iteration 21Q: 3 clusters Score -1.093348e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -10934004.000000 Penalty: 5693.320801
	Iteration 22Q: 3 clusters Score -1.0934e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -10934574.000000 Penalty: 5693.320801
	Iteration 23Q: 3 clusters Score -1.093457e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -10935240.000000 Penalty: 5693.320801
	Iteration 24Q: 3 clusters Score -1.093524e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -10936010.000000 Penalty: 5693.320801
	Iteration 25Q: 3 clusters Score -1.093601e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -10936784.000000 Penalty: 5693.320801
	Iteration 26Q: 3 clusters Score -1.093678e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -10937450.000000 Penalty: 5693.320801
	Iteration 27Q: 3 clusters Score -1.093745e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -10938392.000000 Penalty: 5693.320801
	Iteration 28Q: 3 clusters Score -1.093839e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -10939311.000000 Penalty: 5693.320801
	Iteration 29Q: 3 clusters Score -1.093931e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -10940300.000000 Penalty: 5693.320801
	Iteration 30Q: 3 clusters Score -1.09403e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -10941149.000000 Penalty: 5693.320801
	Iteration 31Q: 3 clusters Score -1.094115e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -10941962.000000 Penalty: 5693.320801
	Iteration 32Q: 3 clusters Score -1.094196e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -10942739.000000 Penalty: 5693.320801
	Iteration 33Q: 3 clusters Score -1.094274e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -10943443.000000 Penalty: 5693.320801
	Iteration 34Q: 3 clusters Score -1.094344e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -10944129.000000 Penalty: 5693.320801
	Iteration 35Q: 3 clusters Score -1.094413e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -10944621.000000 Penalty: 5693.320801
	Iteration 36Q: 3 clusters Score -1.094462e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -10945037.000000 Penalty: 5693.320801
	Iteration 37Q: 3 clusters Score -1.094504e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10945369.000000 Penalty: 5693.320801
	Iteration 38Q: 3 clusters Score -1.094537e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10945649.000000 Penalty: 5693.320801
	Iteration 39Q: 3 clusters Score -1.094565e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10945821.000000 Penalty: 5693.320801
	Iteration 40F: 3 clusters Score -1.094582e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10945974.000000 Penalty: 5693.320801
	Iteration 41Q: 3 clusters Score -1.094597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10946100.000000 Penalty: 5693.320801
	Iteration 42Q: 3 clusters Score -1.09461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10946172.000000 Penalty: 5693.320801
	Iteration 43Q: 3 clusters Score -1.094617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10946222.000000 Penalty: 5693.320801
	Iteration 44Q: 3 clusters Score -1.094622e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10946246.000000 Penalty: 5693.320801
	Iteration 45Q: 3 clusters Score -1.094625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10946289.000000 Penalty: 5693.320801
	Iteration 46Q: 3 clusters Score -1.094629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10946327.000000 Penalty: 5693.320801
	Iteration 47Q: 3 clusters Score -1.094633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10946371.000000 Penalty: 5693.320801
	Iteration 48Q: 3 clusters Score -1.094637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10946383.000000 Penalty: 5693.320801
	Iteration 49Q: 3 clusters Score -1.094638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10946414.000000 Penalty: 5693.320801
	Iteration 50Q: 3 clusters Score -1.094641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10946440.000000 Penalty: 5693.320801
	Iteration 51Q: 3 clusters Score -1.094644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10946437.000000 Penalty: 5693.320801
	Iteration 52Q: 3 clusters Score -1.094644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10946448.000000 Penalty: 5693.320801
	Iteration 53Q: 3 clusters Score -1.094645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10946457.000000 Penalty: 5693.320801
	Iteration 54Q: 3 clusters Score -1.094646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10946454.000000 Penalty: 5693.320801
	Iteration 55Q: 3 clusters Score -1.094645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10946450.000000 Penalty: 5693.320801
	Iteration 56Q: 3 clusters Score -1.094645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10946452.000000 Penalty: 5693.320801
	Iteration 57Q: 3 clusters Score -1.094645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10946451.000000 Penalty: 5693.320801
	Iteration 58Q: 3 clusters Score -1.094645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10946454.000000 Penalty: 5693.320801
	Iteration 59Q: 3 clusters Score -1.094645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10946454.000000 Penalty: 5693.320801
	Iteration 60F: 3 clusters Score -1.094645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Entering Unmasked Estep 
Score: -5715511.000000 Penalty: 2684.571533
	Iteration 0F: 2 clusters Score -5715511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -5681407.500000 Penalty: 5369.143066
	Iteration 0F: 3 clusters Score -5681408 nChanged 23378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5694602.000000 Penalty: 5369.143066
	Iteration 1F: 3 clusters Score -5694602 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5695211.500000 Penalty: 5369.143066
	Iteration 2Q: 3 clusters Score -5695212 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5695929.000000 Penalty: 5369.143066
	Iteration 3Q: 3 clusters Score -5695929 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5696768.000000 Penalty: 5369.143066
	Iteration 4Q: 3 clusters Score -5696768 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5697995.500000 Penalty: 5369.143066
	Iteration 5Q: 3 clusters Score -5697996 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -5699842.500000 Penalty: 5369.143066
	Iteration 6F: 3 clusters Score -5699842 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5702412.000000 Penalty: 5369.143066
	Iteration 7F: 3 clusters Score -5702412 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5705315.500000 Penalty: 5369.143066
	Iteration 8F: 3 clusters Score -5705316 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -5707831.500000 Penalty: 5369.143066
	Iteration 9F: 3 clusters Score -5707832 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5709656.500000 Penalty: 5369.143066
	Iteration 10Q: 3 clusters Score -5709656 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5710939.000000 Penalty: 5369.143066
	Iteration 11Q: 3 clusters Score -5710939 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -5711761.500000 Penalty: 5369.143066
	Iteration 12Q: 3 clusters Score -5711762 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5712299.500000 Penalty: 5369.143066
	Iteration 13Q: 3 clusters Score -5712300 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5712669.500000 Penalty: 5369.143066
	Iteration 14Q: 3 clusters Score -5712670 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5712909.500000 Penalty: 5369.143066
	Iteration 15Q: 3 clusters Score -5712910 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5713130.500000 Penalty: 5369.143066
	Iteration 16Q: 3 clusters Score -5713130 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5713306.000000 Penalty: 5369.143066
	Iteration 17Q: 3 clusters Score -5713306 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5713458.500000 Penalty: 5369.143066
	Iteration 18Q: 3 clusters Score -5713458 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5713627.000000 Penalty: 5369.143066
	Iteration 19Q: 3 clusters Score -5713627 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5713749.500000 Penalty: 5369.143066
	Iteration 20F: 3 clusters Score -5713750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5713842.000000 Penalty: 5369.143066
	Iteration 21Q: 3 clusters Score -5713842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5713886.500000 Penalty: 5369.143066
	Iteration 22Q: 3 clusters Score -5713886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5713918.000000 Penalty: 5369.143066
	Iteration 23Q: 3 clusters Score -5713918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5713938.000000 Penalty: 5369.143066
	Iteration 24Q: 3 clusters Score -5713938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5713948.000000 Penalty: 5369.143066
	Iteration 25Q: 3 clusters Score -5713948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5713953.000000 Penalty: 5369.143066
	Iteration 26Q: 3 clusters Score -5713953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5713952.000000 Penalty: 5369.143066
	Iteration 27Q: 3 clusters Score -5713952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5713952.500000 Penalty: 5369.143066
	Iteration 28Q: 3 clusters Score -5713952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5713955.500000 Penalty: 5369.143066
	Iteration 29Q: 3 clusters Score -5713956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5713958.500000 Penalty: 5369.143066
	Iteration 30Q: 3 clusters Score -5713958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5713964.000000 Penalty: 5369.143066
	Iteration 31Q: 3 clusters Score -5713964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5713966.500000 Penalty: 5369.143066
	Iteration 32Q: 3 clusters Score -5713966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5713964.500000 Penalty: 5369.143066
	Iteration 33Q: 3 clusters Score -5713964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5713968.500000 Penalty: 5369.143066
	Iteration 34Q: 3 clusters Score -5713968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5713967.500000 Penalty: 5369.143066
	Iteration 35Q: 3 clusters Score -5713968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5713969.000000 Penalty: 5369.143066
	Iteration 36Q: 3 clusters Score -5713969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5713965.500000 Penalty: 5369.143066
	Iteration 37Q: 3 clusters Score -5713966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5713962.500000 Penalty: 5369.143066
	Iteration 38Q: 3 clusters Score -5713962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5713961.500000 Penalty: 5369.143066
	Iteration 39Q: 3 clusters Score -5713962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5713961.500000 Penalty: 5369.143066
	Iteration 40F: 3 clusters Score -5713962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12803.560547 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12803.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11869.959961 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11869.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11895.402344 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11909.930664 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11909.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11909.930664 Penalty: 2454.584961
	Iteration 3F: 3 clusters Score -11909.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -206248.421875 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -206248.4 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 943 members 
Entering Unmasked Estep 
Score: -203670.031250 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -203670 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -204090.296875 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -204090.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -204216.500000 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -204216.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -204299.312500 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -204299.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204361.375000 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -204361.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204423.125000 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -204423.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204494.187500 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -204494.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -204584.656250 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -204584.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -204691.859375 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -204691.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -204839.859375 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -204839.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204972.343750 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -204972.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -205105.968750 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -205106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -205218.921875 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -205218.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -205347.109375 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -205347.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205506.312500 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -205506.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -205708.125000 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -205708.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -205855.625000 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -205855.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -205921.781250 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -205921.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -205984.625000 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -205984.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -206052.859375 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -206052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206113.015625 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -206113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -206175.390625 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -206175.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206194.687500 Penalty: 3741.726074
	Iteration 22Q: 3 clusters Score -206194.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206209.109375 Penalty: 3741.726074
	Iteration 23Q: 3 clusters Score -206209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -206215.687500 Penalty: 3741.726074
	Iteration 24Q: 3 clusters Score -206215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -206224.140625 Penalty: 3741.726074
	Iteration 25Q: 3 clusters Score -206224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206227.656250 Penalty: 3741.726074
	Iteration 26Q: 3 clusters Score -206227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206229.187500 Penalty: 3741.726074
	Iteration 27Q: 3 clusters Score -206229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206229.484375 Penalty: 3741.726074
	Iteration 28Q: 3 clusters Score -206229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -206230.953125 Penalty: 3741.726074
	Iteration 29Q: 3 clusters Score -206231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206234.171875 Penalty: 3741.726074
	Iteration 30Q: 3 clusters Score -206234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206234.968750 Penalty: 3741.726074
	Iteration 31Q: 3 clusters Score -206235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206236.703125 Penalty: 3741.726074
	Iteration 32Q: 3 clusters Score -206236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206239.375000 Penalty: 3741.726074
	Iteration 33Q: 3 clusters Score -206239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -206240.921875 Penalty: 3741.726074
	Iteration 34Q: 3 clusters Score -206240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206243.656250 Penalty: 3741.726074
	Iteration 35Q: 3 clusters Score -206243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -206244.921875 Penalty: 3741.726074
	Iteration 36Q: 3 clusters Score -206244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206245.375000 Penalty: 3741.726074
	Iteration 37Q: 3 clusters Score -206245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206246.687500 Penalty: 3741.726074
	Iteration 38Q: 3 clusters Score -206246.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206249.000000 Penalty: 3741.726074
	Iteration 39Q: 3 clusters Score -206249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -206250.421875 Penalty: 3741.726074
	Iteration 40F: 3 clusters Score -206250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206253.078125 Penalty: 3741.726074
	Iteration 41Q: 3 clusters Score -206253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206253.921875 Penalty: 3741.726074
	Iteration 42Q: 3 clusters Score -206253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -206254.343750 Penalty: 3741.726074
	Iteration 43Q: 3 clusters Score -206254.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -206254.343750 Penalty: 3741.726074
	Iteration 44F: 3 clusters Score -206254.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
Score: -110914792.000000 Penalty: 150896.156250
Splitting cluster 18 changes total score from -110916264.000000 to -110914792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -574734.875000 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -574734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -569806.250000 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -569806.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -571088.375000 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -571088.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -571419.187500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -571419.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -571697.000000 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -571697 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -571892.187500 Penalty: 4290.647461
	Iteration 4F: 3 clusters Score -571892.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -572043.750000 Penalty: 4290.647461
	Iteration 5Q: 3 clusters Score -572043.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -572143.437500 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -572143.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -572225.625000 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -572225.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -572308.312500 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -572308.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -572379.875000 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -572379.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -572456.437500 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -572456.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -572513.562500 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -572513.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -572580.500000 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -572580.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -572637.312500 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -572637.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -572697.500000 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -572697.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -572746.500000 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -572746.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -572784.250000 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -572784.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -572809.875000 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -572809.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -572830.875000 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -572830.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -572845.062500 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -572845.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -572857.375000 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -572857.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -572870.500000 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -572870.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -572880.000000 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -572880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -572890.687500 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -572890.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -572908.437500 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -572908.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -572923.250000 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -572923.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -572936.187500 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -572936.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -572953.750000 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -572953.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -572974.125000 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -572974.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -572993.250000 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -572993.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -573016.500000 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -573016.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -573035.812500 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -573035.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -573056.437500 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -573056.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -573071.187500 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -573071.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -573080.937500 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -573080.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -573092.125000 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -573092.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -573105.125000 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -573105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -573114.812500 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -573114.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -573119.562500 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -573119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -573122.187500 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -573122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -573126.187500 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -573126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -573127.125000 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -573127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -573128.000000 Penalty: 4290.647461
	Iteration 42Q: 3 clusters Score -573128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -573131.125000 Penalty: 4290.647461
	Iteration 43Q: 3 clusters Score -573131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -573136.437500 Penalty: 4290.647461
	Iteration 44Q: 3 clusters Score -573136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -573140.750000 Penalty: 4290.647461
	Iteration 45Q: 3 clusters Score -573140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -573152.125000 Penalty: 4290.647461
	Iteration 46Q: 3 clusters Score -573152.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -573159.687500 Penalty: 4290.647461
	Iteration 47Q: 3 clusters Score -573159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -573162.812500 Penalty: 4290.647461
	Iteration 48Q: 3 clusters Score -573162.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -573168.812500 Penalty: 4290.647461
	Iteration 49Q: 3 clusters Score -573168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -573173.375000 Penalty: 4290.647461
	Iteration 50Q: 3 clusters Score -573173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -573176.125000 Penalty: 4290.647461
	Iteration 51Q: 3 clusters Score -573176.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -573179.125000 Penalty: 4290.647461
	Iteration 52Q: 3 clusters Score -573179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -573181.750000 Penalty: 4290.647461
	Iteration 53Q: 3 clusters Score -573181.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -573190.562500 Penalty: 4290.647461
	Iteration 54Q: 3 clusters Score -573190.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -573196.062500 Penalty: 4290.647461
	Iteration 55Q: 3 clusters Score -573196.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -573198.937500 Penalty: 4290.647461
	Iteration 56Q: 3 clusters Score -573198.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -573204.250000 Penalty: 4290.647461
	Iteration 57Q: 3 clusters Score -573204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -573207.875000 Penalty: 4290.647461
	Iteration 58Q: 3 clusters Score -573207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -573210.375000 Penalty: 4290.647461
	Iteration 59Q: 3 clusters Score -573210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -573214.500000 Penalty: 4290.647461
	Iteration 60F: 3 clusters Score -573214.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -573216.937500 Penalty: 4290.647461
	Iteration 61Q: 3 clusters Score -573216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -573220.625000 Penalty: 4290.647461
	Iteration 62Q: 3 clusters Score -573220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -573222.750000 Penalty: 4290.647461
	Iteration 63Q: 3 clusters Score -573222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -573224.875000 Penalty: 4290.647461
	Iteration 64Q: 3 clusters Score -573224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -573226.500000 Penalty: 4290.647461
	Iteration 65Q: 3 clusters Score -573226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -573226.750000 Penalty: 4290.647461
	Iteration 66Q: 3 clusters Score -573226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -573227.562500 Penalty: 4290.647461
	Iteration 67Q: 3 clusters Score -573227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -573227.500000 Penalty: 4290.647461
	Iteration 68Q: 3 clusters Score -573227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -573229.250000 Penalty: 4290.647461
	Iteration 69Q: 3 clusters Score -573229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -573230.875000 Penalty: 4290.647461
	Iteration 70Q: 3 clusters Score -573230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -573232.000000 Penalty: 4290.647461
	Iteration 71Q: 3 clusters Score -573232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -573232.375000 Penalty: 4290.647461
	Iteration 72Q: 3 clusters Score -573232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -573232.062500 Penalty: 4290.647461
	Iteration 73Q: 3 clusters Score -573232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -573233.187500 Penalty: 4290.647461
	Iteration 74Q: 3 clusters Score -573233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -573232.875000 Penalty: 4290.647461
	Iteration 75Q: 3 clusters Score -573232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -573232.500000 Penalty: 4290.647461
	Iteration 76Q: 3 clusters Score -573232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -573234.562500 Penalty: 4290.647461
	Iteration 77Q: 3 clusters Score -573234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -573236.875000 Penalty: 4290.647461
	Iteration 78Q: 3 clusters Score -573236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -573237.812500 Penalty: 4290.647461
	Iteration 79Q: 3 clusters Score -573237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -573237.437500 Penalty: 4290.647461
	Iteration 80F: 3 clusters Score -573237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -573238.250000 Penalty: 4290.647461
	Iteration 81Q: 3 clusters Score -573238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -573239.812500 Penalty: 4290.647461
	Iteration 82Q: 3 clusters Score -573239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -573239.812500 Penalty: 4290.647461
	Iteration 83F: 3 clusters Score -573239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -141956.250000 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -141956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139779.734375 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -139779.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140120.125000 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -140120.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -140230.093750 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -140230.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140292.359375 Penalty: 3584.920654
	Iteration 3Q: 3 clusters Score -140292.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -140343.234375 Penalty: 3584.920654
	Iteration 4Q: 3 clusters Score -140343.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140392.578125 Penalty: 3584.920654
	Iteration 5Q: 3 clusters Score -140392.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -140434.921875 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -140434.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140464.890625 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -140464.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -140499.468750 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -140499.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140533.125000 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -140533.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -140567.484375 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -140567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -140604.265625 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -140604.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -140629.984375 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -140630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -140641.375000 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -140641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -140646.062500 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -140646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -140648.640625 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -140648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -140649.687500 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -140649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -140650.859375 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -140650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -140652.609375 Penalty: 3584.920654
	Iteration 18F: 3 clusters Score -140652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -140705.640625 Penalty: 3584.920654
	Iteration 19Q: 3 clusters Score -140705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -140723.203125 Penalty: 3584.920654
	Iteration 20F: 3 clusters Score -140723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -140728.921875 Penalty: 3584.920654
	Iteration 21Q: 3 clusters Score -140728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -140734.546875 Penalty: 3584.920654
	Iteration 22Q: 3 clusters Score -140734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -140742.671875 Penalty: 3584.920654
	Iteration 23Q: 3 clusters Score -140742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -140754.234375 Penalty: 3584.920654
	Iteration 24Q: 3 clusters Score -140754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -140762.968750 Penalty: 3584.920654
	Iteration 25Q: 3 clusters Score -140763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -140771.078125 Penalty: 3584.920654
	Iteration 26Q: 3 clusters Score -140771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -140796.593750 Penalty: 3584.920654
	Iteration 27Q: 3 clusters Score -140796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -140797.484375 Penalty: 3584.920654
	Iteration 28Q: 3 clusters Score -140797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -140798.453125 Penalty: 3584.920654
	Iteration 29Q: 3 clusters Score -140798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -140798.453125 Penalty: 3584.920654
	Iteration 30F: 3 clusters Score -140798.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1735912.500000 Penalty: 2387.203857
	Iteration 0F: 2 clusters Score -1735912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1725009.625000 Penalty: 4774.407715
	Iteration 0F: 3 clusters Score -1725010 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1728379.625000 Penalty: 4774.407715
	Iteration 1F: 3 clusters Score -1728380 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1728664.375000 Penalty: 4774.407715
	Iteration 2F: 3 clusters Score -1728664 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1728900.125000 Penalty: 4774.407715
	Iteration 3Q: 3 clusters Score -1728900 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1729101.000000 Penalty: 4774.407715
	Iteration 4Q: 3 clusters Score -1729101 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1729306.875000 Penalty: 4774.407715
	Iteration 5Q: 3 clusters Score -1729307 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1729545.500000 Penalty: 4774.407715
	Iteration 6Q: 3 clusters Score -1729546 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1729864.500000 Penalty: 4774.407715
	Iteration 7Q: 3 clusters Score -1729864 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1730283.750000 Penalty: 4774.407715
	Iteration 8Q: 3 clusters Score -1730284 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1730779.875000 Penalty: 4774.407715
	Iteration 9F: 3 clusters Score -1730780 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1731369.250000 Penalty: 4774.407715
	Iteration 10F: 3 clusters Score -1731369 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1731954.875000 Penalty: 4774.407715
	Iteration 11F: 3 clusters Score -1731955 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1732405.375000 Penalty: 4774.407715
	Iteration 12Q: 3 clusters Score -1732405 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1732754.875000 Penalty: 4774.407715
	Iteration 13Q: 3 clusters Score -1732755 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1733059.625000 Penalty: 4774.407715
	Iteration 14Q: 3 clusters Score -1733060 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1733275.125000 Penalty: 4774.407715
	Iteration 15Q: 3 clusters Score -1733275 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1733455.750000 Penalty: 4774.407715
	Iteration 16Q: 3 clusters Score -1733456 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1733605.625000 Penalty: 4774.407715
	Iteration 17Q: 3 clusters Score -1733606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1733712.750000 Penalty: 4774.407715
	Iteration 18Q: 3 clusters Score -1733713 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1733779.625000 Penalty: 4774.407715
	Iteration 19Q: 3 clusters Score -1733780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1733836.250000 Penalty: 4774.407715
	Iteration 20F: 3 clusters Score -1733836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1733888.625000 Penalty: 4774.407715
	Iteration 21Q: 3 clusters Score -1733889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1733915.875000 Penalty: 4774.407715
	Iteration 22Q: 3 clusters Score -1733916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1733932.625000 Penalty: 4774.407715
	Iteration 23Q: 3 clusters Score -1733933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1733947.875000 Penalty: 4774.407715
	Iteration 24Q: 3 clusters Score -1733948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1733958.250000 Penalty: 4774.407715
	Iteration 25Q: 3 clusters Score -1733958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1733960.875000 Penalty: 4774.407715
	Iteration 26Q: 3 clusters Score -1733961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1733967.125000 Penalty: 4774.407715
	Iteration 27Q: 3 clusters Score -1733967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1733971.375000 Penalty: 4774.407715
	Iteration 28Q: 3 clusters Score -1733971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1733970.750000 Penalty: 4774.407715
	Iteration 29Q: 3 clusters Score -1733971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1733974.125000 Penalty: 4774.407715
	Iteration 30Q: 3 clusters Score -1733974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1733976.375000 Penalty: 4774.407715
	Iteration 31Q: 3 clusters Score -1733976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1733979.250000 Penalty: 4774.407715
	Iteration 32Q: 3 clusters Score -1733979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1733982.250000 Penalty: 4774.407715
	Iteration 33Q: 3 clusters Score -1733982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1733982.250000 Penalty: 4774.407715
	Iteration 34F: 3 clusters Score -1733982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -22377.708984 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -22377.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21186.125000 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -21186.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21354.347656 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -21354.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21430.789062 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -21430.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21475.837891 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -21475.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21502.423828 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -21502.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21506.226562 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -21506.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21511.783203 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -21511.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21515.207031 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -21515.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21517.187500 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -21517.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21526.492188 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -21526.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21528.669922 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -21528.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21532.248047 Penalty: 2769.414062
	Iteration 11Q: 3 clusters Score -21532.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21532.248047 Penalty: 2769.414062
	Iteration 12F: 3 clusters Score -21532.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Entering Unmasked Estep 
Score: -5354160.500000 Penalty: 2674.628906
	Iteration 0F: 2 clusters Score -5354160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -5321627.500000 Penalty: 5349.257812
	Iteration 0F: 3 clusters Score -5321628 nChanged 22136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5333737.000000 Penalty: 5349.257812
	Iteration 1F: 3 clusters Score -5333737 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -5334213.000000 Penalty: 5349.257812
	Iteration 2Q: 3 clusters Score -5334213 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5334604.000000 Penalty: 5349.257812
	Iteration 3Q: 3 clusters Score -5334604 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -5335114.000000 Penalty: 5349.257812
	Iteration 4Q: 3 clusters Score -5335114 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -5335755.500000 Penalty: 5349.257812
	Iteration 5Q: 3 clusters Score -5335756 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5336621.500000 Penalty: 5349.257812
	Iteration 6Q: 3 clusters Score -5336622 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5337874.500000 Penalty: 5349.257812
	Iteration 7Q: 3 clusters Score -5337874 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5339876.000000 Penalty: 5349.257812
	Iteration 8F: 3 clusters Score -5339876 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -5342499.500000 Penalty: 5349.257812
	Iteration 9F: 3 clusters Score -5342500 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5345399.000000 Penalty: 5349.257812
	Iteration 10F: 3 clusters Score -5345399 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5348036.500000 Penalty: 5349.257812
	Iteration 11F: 3 clusters Score -5348036 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5349800.500000 Penalty: 5349.257812
	Iteration 12Q: 3 clusters Score -5349800 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -5350731.000000 Penalty: 5349.257812
	Iteration 13Q: 3 clusters Score -5350731 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -5351243.500000 Penalty: 5349.257812
	Iteration 14Q: 3 clusters Score -5351244 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -5351534.500000 Penalty: 5349.257812
	Iteration 15Q: 3 clusters Score -5351534 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -5351709.500000 Penalty: 5349.257812
	Iteration 16Q: 3 clusters Score -5351710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -5351827.000000 Penalty: 5349.257812
	Iteration 17Q: 3 clusters Score -5351827 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -5351875.500000 Penalty: 5349.257812
	Iteration 18Q: 3 clusters Score -5351876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5351906.500000 Penalty: 5349.257812
	Iteration 19Q: 3 clusters Score -5351906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -5351926.000000 Penalty: 5349.257812
	Iteration 20F: 3 clusters Score -5351926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -5351944.000000 Penalty: 5349.257812
	Iteration 21Q: 3 clusters Score -5351944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5351964.500000 Penalty: 5349.257812
	Iteration 22Q: 3 clusters Score -5351964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -5351977.000000 Penalty: 5349.257812
	Iteration 23Q: 3 clusters Score -5351977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5351993.500000 Penalty: 5349.257812
	Iteration 24Q: 3 clusters Score -5351994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5352010.500000 Penalty: 5349.257812
	Iteration 25Q: 3 clusters Score -5352010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5352020.000000 Penalty: 5349.257812
	Iteration 26Q: 3 clusters Score -5352020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5352037.000000 Penalty: 5349.257812
	Iteration 27Q: 3 clusters Score -5352037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5352046.500000 Penalty: 5349.257812
	Iteration 28Q: 3 clusters Score -5352046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5352046.500000 Penalty: 5349.257812
	Iteration 29Q: 3 clusters Score -5352046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5352053.000000 Penalty: 5349.257812
	Iteration 30Q: 3 clusters Score -5352053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5352055.500000 Penalty: 5349.257812
	Iteration 31Q: 3 clusters Score -5352056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5352061.500000 Penalty: 5349.257812
	Iteration 32Q: 3 clusters Score -5352062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5352061.500000 Penalty: 5349.257812
	Iteration 33Q: 3 clusters Score -5352062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -5352064.500000 Penalty: 5349.257812
	Iteration 34Q: 3 clusters Score -5352064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5352069.000000 Penalty: 5349.257812
	Iteration 35Q: 3 clusters Score -5352069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5352069.000000 Penalty: 5349.257812
	Iteration 36Q: 3 clusters Score -5352069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5352069.000000 Penalty: 5349.257812
	Iteration 37F: 3 clusters Score -5352069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -252856.750000 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -252856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250032.531250 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -250032.5 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -250524.734375 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -250524.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -250630.468750 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -250630.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -250705.234375 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -250705.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -250754.453125 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -250754.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250793.718750 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -250793.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250822.843750 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -250822.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -250846.343750 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -250846.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -250871.203125 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -250871.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -250907.718750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -250907.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -250932.718750 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -250932.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -250963.000000 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -250963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -250986.796875 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -250986.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -251008.812500 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -251008.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -251026.046875 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -251026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251049.796875 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -251049.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251080.890625 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -251080.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -251113.968750 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -251114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -251137.375000 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -251137.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251165.578125 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -251165.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -251193.437500 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -251193.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -251215.953125 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -251216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -251235.500000 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -251235.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251247.328125 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -251247.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -251255.718750 Penalty: 3846.010010
	Iteration 24Q: 3 clusters Score -251255.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -251266.703125 Penalty: 3846.010010
	Iteration 25Q: 3 clusters Score -251266.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -251281.093750 Penalty: 3846.010010
	Iteration 26Q: 3 clusters Score -251281.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251300.890625 Penalty: 3846.010010
	Iteration 27Q: 3 clusters Score -251300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -251320.218750 Penalty: 3846.010010
	Iteration 28Q: 3 clusters Score -251320.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -251345.921875 Penalty: 3846.010010
	Iteration 29Q: 3 clusters Score -251345.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -251370.671875 Penalty: 3846.010010
	Iteration 30Q: 3 clusters Score -251370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -251391.937500 Penalty: 3846.010010
	Iteration 31Q: 3 clusters Score -251391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -251411.187500 Penalty: 3846.010010
	Iteration 32Q: 3 clusters Score -251411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -251424.328125 Penalty: 3846.010010
	Iteration 33Q: 3 clusters Score -251424.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -251436.687500 Penalty: 3846.010010
	Iteration 34Q: 3 clusters Score -251436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -251445.109375 Penalty: 3846.010010
	Iteration 35Q: 3 clusters Score -251445.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -251450.187500 Penalty: 3846.010010
	Iteration 36Q: 3 clusters Score -251450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -251456.750000 Penalty: 3846.010010
	Iteration 37Q: 3 clusters Score -251456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -251465.812500 Penalty: 3846.010010
	Iteration 38Q: 3 clusters Score -251465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -251476.312500 Penalty: 3846.010010
	Iteration 39Q: 3 clusters Score -251476.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251482.656250 Penalty: 3846.010010
	Iteration 40F: 3 clusters Score -251482.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -251490.265625 Penalty: 3846.010010
	Iteration 41Q: 3 clusters Score -251490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -251496.656250 Penalty: 3846.010010
	Iteration 42Q: 3 clusters Score -251496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251503.031250 Penalty: 3846.010010
	Iteration 43Q: 3 clusters Score -251503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251506.515625 Penalty: 3846.010010
	Iteration 44Q: 3 clusters Score -251506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251507.640625 Penalty: 3846.010010
	Iteration 45Q: 3 clusters Score -251507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251510.609375 Penalty: 3846.010010
	Iteration 46Q: 3 clusters Score -251510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251512.390625 Penalty: 3846.010010
	Iteration 47Q: 3 clusters Score -251512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251513.671875 Penalty: 3846.010010
	Iteration 48Q: 3 clusters Score -251513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251516.437500 Penalty: 3846.010010
	Iteration 49Q: 3 clusters Score -251516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251519.312500 Penalty: 3846.010010
	Iteration 50Q: 3 clusters Score -251519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251523.000000 Penalty: 3846.010010
	Iteration 51Q: 3 clusters Score -251523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -251528.140625 Penalty: 3846.010010
	Iteration 52Q: 3 clusters Score -251528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -251532.312500 Penalty: 3846.010010
	Iteration 53Q: 3 clusters Score -251532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -251533.359375 Penalty: 3846.010010
	Iteration 54Q: 3 clusters Score -251533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -251533.640625 Penalty: 3846.010010
	Iteration 55Q: 3 clusters Score -251533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -251534.640625 Penalty: 3846.010010
	Iteration 56Q: 3 clusters Score -251534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -251534.640625 Penalty: 3846.010010
	Iteration 57F: 3 clusters Score -251534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -275081.312500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -275081.3 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 1255 members 
Entering Unmasked Estep 
Score: -272142.187500 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -272142.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -272714.468750 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272714.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -272846.312500 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272846.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -272913.750000 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272913.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -272959.437500 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272959.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -272993.031250 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -273011.156250 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -273011.2 nChanged 31
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: -273031.375000 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -273031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -273047.656250 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -273047.7 nChanged 28
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: -273069.437500 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -273069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -273092.781250 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -273092.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -273113.250000 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -273113.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -273137.812500 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273137.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -273163.000000 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273163 nChanged 41
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: -273200.468750 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273200.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -273246.406250 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273246.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -273283.500000 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273283.5 nChanged 50
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: -273327.937500 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273327.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -273362.281250 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273362.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -273396.093750 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273396.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -273428.062500 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273428.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -273455.125000 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -273455.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -273479.218750 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -273479.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -273494.156250 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -273494.2 nChanged 17
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: -273505.250000 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -273505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -273516.093750 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -273516.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -273527.000000 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -273527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -273539.625000 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -273539.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273549.437500 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -273549.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -273555.562500 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -273555.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -273563.281250 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -273563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273567.250000 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -273567.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -273571.968750 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -273572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -273575.687500 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -273575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -273580.281250 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -273580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273582.468750 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -273582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273583.750000 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -273583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273585.468750 Penalty: 3879.535156
	Iteration 37Q: 3 clusters Score -273585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -273587.062500 Penalty: 3879.535156
	Iteration 38Q: 3 clusters Score -273587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -273587.437500 Penalty: 3879.535156
	Iteration 39Q: 3 clusters Score -273587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -273587.843750 Penalty: 3879.535156
	Iteration 40F: 3 clusters Score -273587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -273590.343750 Penalty: 3879.535156
	Iteration 41Q: 3 clusters Score -273590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -273591.843750 Penalty: 3879.535156
	Iteration 42Q: 3 clusters Score -273591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -273593.281250 Penalty: 3879.535156
	Iteration 43Q: 3 clusters Score -273593.3 nChanged 1
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: -273594.812500 Penalty: 3879.535156
	Iteration 44Q: 3 clusters Score -273594.8 nChanged 0
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: -273594.812500 Penalty: 3879.535156
	Iteration 45F: 3 clusters Score -273594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Entering Unmasked Estep 
Score: -3836927.500000 Penalty: 2590.583008
	Iteration 0F: 2 clusters Score -3836928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3813587.500000 Penalty: 5181.166016
	Iteration 0F: 3 clusters Score -3813588 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3822058.000000 Penalty: 5181.166016
	Iteration 1F: 3 clusters Score -3822058 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3822664.250000 Penalty: 5181.166016
	Iteration 2Q: 3 clusters Score -3822664 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3823267.500000 Penalty: 5181.166016
	Iteration 3Q: 3 clusters Score -3823268 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3823879.750000 Penalty: 5181.166016
	Iteration 4Q: 3 clusters Score -3823880 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3824513.500000 Penalty: 5181.166016
	Iteration 5Q: 3 clusters Score -3824514 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3825268.500000 Penalty: 5181.166016
	Iteration 6Q: 3 clusters Score -3825268 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3826137.250000 Penalty: 5181.166016
	Iteration 7Q: 3 clusters Score -3826137 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3827080.250000 Penalty: 5181.166016
	Iteration 8Q: 3 clusters Score -3827080 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3828178.250000 Penalty: 5181.166016
	Iteration 9F: 3 clusters Score -3828178 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3829213.250000 Penalty: 5181.166016
	Iteration 10Q: 3 clusters Score -3829213 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3830192.000000 Penalty: 5181.166016
	Iteration 11Q: 3 clusters Score -3830192 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3831104.500000 Penalty: 5181.166016
	Iteration 12Q: 3 clusters Score -3831104 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3831853.000000 Penalty: 5181.166016
	Iteration 13Q: 3 clusters Score -3831853 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3832430.500000 Penalty: 5181.166016
	Iteration 14Q: 3 clusters Score -3832430 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3832868.250000 Penalty: 5181.166016
	Iteration 15Q: 3 clusters Score -3832868 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3833222.500000 Penalty: 5181.166016
	Iteration 16Q: 3 clusters Score -3833222 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3833537.750000 Penalty: 5181.166016
	Iteration 17Q: 3 clusters Score -3833538 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3833829.250000 Penalty: 5181.166016
	Iteration 18Q: 3 clusters Score -3833829 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3834036.250000 Penalty: 5181.166016
	Iteration 19Q: 3 clusters Score -3834036 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3834208.500000 Penalty: 5181.166016
	Iteration 20F: 3 clusters Score -3834208 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3834345.250000 Penalty: 5181.166016
	Iteration 21Q: 3 clusters Score -3834345 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3834465.250000 Penalty: 5181.166016
	Iteration 22Q: 3 clusters Score -3834465 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3834526.500000 Penalty: 5181.166016
	Iteration 23Q: 3 clusters Score -3834526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3834575.500000 Penalty: 5181.166016
	Iteration 24Q: 3 clusters Score -3834576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3834634.750000 Penalty: 5181.166016
	Iteration 25Q: 3 clusters Score -3834635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3834674.000000 Penalty: 5181.166016
	Iteration 26Q: 3 clusters Score -3834674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3834711.750000 Penalty: 5181.166016
	Iteration 27Q: 3 clusters Score -3834712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3834746.250000 Penalty: 5181.166016
	Iteration 28Q: 3 clusters Score -3834746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3834770.750000 Penalty: 5181.166016
	Iteration 29Q: 3 clusters Score -3834771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3834788.500000 Penalty: 5181.166016
	Iteration 30Q: 3 clusters Score -3834788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3834800.000000 Penalty: 5181.166016
	Iteration 31Q: 3 clusters Score -3834800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3834799.250000 Penalty: 5181.166016
	Iteration 32Q: 3 clusters Score -3834799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3834812.500000 Penalty: 5181.166016
	Iteration 33Q: 3 clusters Score -3834812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3834823.500000 Penalty: 5181.166016
	Iteration 34Q: 3 clusters Score -3834824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3834830.000000 Penalty: 5181.166016
	Iteration 35Q: 3 clusters Score -3834830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3834838.000000 Penalty: 5181.166016
	Iteration 36Q: 3 clusters Score -3834838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3834840.250000 Penalty: 5181.166016
	Iteration 37Q: 3 clusters Score -3834840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3834844.250000 Penalty: 5181.166016
	Iteration 38Q: 3 clusters Score -3834844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3834848.250000 Penalty: 5181.166016
	Iteration 39Q: 3 clusters Score -3834848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3834849.000000 Penalty: 5181.166016
	Iteration 40F: 3 clusters Score -3834849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3834851.750000 Penalty: 5181.166016
	Iteration 41Q: 3 clusters Score -3834852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3834851.750000 Penalty: 5181.166016
	Iteration 42Q: 3 clusters Score -3834852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3834852.250000 Penalty: 5181.166016
	Iteration 43Q: 3 clusters Score -3834852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3834851.000000 Penalty: 5181.166016
	Iteration 44Q: 3 clusters Score -3834851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3834851.000000 Penalty: 5181.166016
	Iteration 45F: 3 clusters Score -3834851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -346653.375000 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -346653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -343313.531250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -343313.5 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -343994.375000 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -343994.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -344155.812500 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -344155.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -344245.031250 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -344245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -344302.312500 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -344302.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -344341.531250 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -344341.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -344370.781250 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -344370.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -344390.031250 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -344390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -344400.750000 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -344400.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -344410.093750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -344410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -344418.781250 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -344418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -344425.656250 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -344425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -344431.531250 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -344431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -344436.187500 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -344436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -344440.125000 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -344440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -344443.125000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -344443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -344445.875000 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -344445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -344446.437500 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -344446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -344446.875000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -344446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -344447.562500 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -344447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -344447.406250 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -344447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344448.250000 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -344448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -344448.781250 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -344448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -344449.718750 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -344449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -344450.875000 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -344450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344451.812500 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -344451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -344452.343750 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -344452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -344453.843750 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -344453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -344455.187500 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -344455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -344457.968750 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -344458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -344460.500000 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -344460.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -344463.968750 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -344464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -344465.531250 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -344465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -344468.062500 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -344468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -344469.000000 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -344469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -344469.000000 Penalty: 3983.405762
	Iteration 35F: 3 clusters Score -344469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -54952.312500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -54952.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53381.113281 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -53381.11 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53610.839844 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -53610.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53709.488281 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -53709.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53754.992188 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -53754.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53794.324219 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -53794.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53838.222656 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -53838.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53879.988281 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -53879.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53892.019531 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -53892.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53922.003906 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -53922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53955.839844 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -53955.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54002.148438 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -54002.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54077.664062 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -54077.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54153.601562 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -54153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54211.089844 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -54211.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54269.839844 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -54269.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54343.371094 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -54343.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54430.777344 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -54430.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54478.582031 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -54478.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54520.437500 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -54520.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54576.406250 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -54576.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54647.433594 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -54647.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54733.519531 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -54733.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54803.441406 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -54803.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54869.128906 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -54869.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54914.164062 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -54914.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54958.308594 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -54958.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55043.285156 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -55043.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55145.367188 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -55145.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55222.246094 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -55222.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55222.246094 Penalty: 3143.942627
	Iteration 29F: 3 clusters Score -55222.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 255 members 
Entering Unmasked Estep 
Score: -110914704.000000 Penalty: 150896.156250
Splitting cluster 28 changes total score from -110916264.000000 to -110914704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -475682.125000 Penalty: 2097.445801
	Iteration 0F: 2 clusters Score -475682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -471420.625000 Penalty: 4194.891602
	Iteration 0F: 3 clusters Score -471420.6 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -472505.875000 Penalty: 4194.891602
	Iteration 1F: 3 clusters Score -472505.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -472789.656250 Penalty: 4194.891602
	Iteration 2F: 3 clusters Score -472789.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -472997.312500 Penalty: 4194.891602
	Iteration 3F: 3 clusters Score -472997.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -473195.875000 Penalty: 4194.891602
	Iteration 4F: 3 clusters Score -473195.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -473371.593750 Penalty: 4194.891602
	Iteration 5Q: 3 clusters Score -473371.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -473498.375000 Penalty: 4194.891602
	Iteration 6Q: 3 clusters Score -473498.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -473637.687500 Penalty: 4194.891602
	Iteration 7Q: 3 clusters Score -473637.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -473784.406250 Penalty: 4194.891602
	Iteration 8Q: 3 clusters Score -473784.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -473912.375000 Penalty: 4194.891602
	Iteration 9Q: 3 clusters Score -473912.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -473990.125000 Penalty: 4194.891602
	Iteration 10Q: 3 clusters Score -473990.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -474051.343750 Penalty: 4194.891602
	Iteration 11Q: 3 clusters Score -474051.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -474110.812500 Penalty: 4194.891602
	Iteration 12Q: 3 clusters Score -474110.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -474166.968750 Penalty: 4194.891602
	Iteration 13Q: 3 clusters Score -474167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -474199.875000 Penalty: 4194.891602
	Iteration 14Q: 3 clusters Score -474199.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -474241.250000 Penalty: 4194.891602
	Iteration 15Q: 3 clusters Score -474241.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -474280.281250 Penalty: 4194.891602
	Iteration 16Q: 3 clusters Score -474280.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -474323.000000 Penalty: 4194.891602
	Iteration 17Q: 3 clusters Score -474323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -474368.781250 Penalty: 4194.891602
	Iteration 18Q: 3 clusters Score -474368.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -474410.843750 Penalty: 4194.891602
	Iteration 19Q: 3 clusters Score -474410.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -474440.625000 Penalty: 4194.891602
	Iteration 20F: 3 clusters Score -474440.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -474473.593750 Penalty: 4194.891602
	Iteration 21Q: 3 clusters Score -474473.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -474507.593750 Penalty: 4194.891602
	Iteration 22Q: 3 clusters Score -474507.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -474537.281250 Penalty: 4194.891602
	Iteration 23Q: 3 clusters Score -474537.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -474562.000000 Penalty: 4194.891602
	Iteration 24Q: 3 clusters Score -474562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -474579.656250 Penalty: 4194.891602
	Iteration 25Q: 3 clusters Score -474579.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -474596.093750 Penalty: 4194.891602
	Iteration 26Q: 3 clusters Score -474596.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -474615.781250 Penalty: 4194.891602
	Iteration 27Q: 3 clusters Score -474615.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -474632.750000 Penalty: 4194.891602
	Iteration 28Q: 3 clusters Score -474632.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -474652.906250 Penalty: 4194.891602
	Iteration 29Q: 3 clusters Score -474652.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -474672.031250 Penalty: 4194.891602
	Iteration 30Q: 3 clusters Score -474672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -474685.343750 Penalty: 4194.891602
	Iteration 31Q: 3 clusters Score -474685.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -474693.187500 Penalty: 4194.891602
	Iteration 32Q: 3 clusters Score -474693.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -474699.000000 Penalty: 4194.891602
	Iteration 33Q: 3 clusters Score -474699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -474701.375000 Penalty: 4194.891602
	Iteration 34Q: 3 clusters Score -474701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -474702.656250 Penalty: 4194.891602
	Iteration 35Q: 3 clusters Score -474702.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -474702.656250 Penalty: 4194.891602
	Iteration 36F: 3 clusters Score -474702.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Entering Unmasked Estep 
Score: -1021554.875000 Penalty: 2252.687256
	Iteration 0F: 2 clusters Score -1021555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1014682.562500 Penalty: 4505.374512
	Iteration 0F: 3 clusters Score -1014683 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1016553.250000 Penalty: 4505.374512
	Iteration 1F: 3 clusters Score -1016553 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1016782.000000 Penalty: 4505.374512
	Iteration 2F: 3 clusters Score -1016782 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1016952.062500 Penalty: 4505.374512
	Iteration 3Q: 3 clusters Score -1016952 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1017094.375000 Penalty: 4505.374512
	Iteration 4Q: 3 clusters Score -1017094 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1017207.625000 Penalty: 4505.374512
	Iteration 5Q: 3 clusters Score -1017208 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1017291.875000 Penalty: 4505.374512
	Iteration 6Q: 3 clusters Score -1017292 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1017355.000000 Penalty: 4505.374512
	Iteration 7Q: 3 clusters Score -1017355 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1017403.125000 Penalty: 4505.374512
	Iteration 8Q: 3 clusters Score -1017403 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1017450.000000 Penalty: 4505.374512
	Iteration 9Q: 3 clusters Score -1017450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1017490.687500 Penalty: 4505.374512
	Iteration 10Q: 3 clusters Score -1017491 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1017543.312500 Penalty: 4505.374512
	Iteration 11Q: 3 clusters Score -1017543 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1017586.187500 Penalty: 4505.374512
	Iteration 12Q: 3 clusters Score -1017586 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1017629.750000 Penalty: 4505.374512
	Iteration 13Q: 3 clusters Score -1017630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1017668.750000 Penalty: 4505.374512
	Iteration 14Q: 3 clusters Score -1017669 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1017710.437500 Penalty: 4505.374512
	Iteration 15Q: 3 clusters Score -1017710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1017758.500000 Penalty: 4505.374512
	Iteration 16Q: 3 clusters Score -1017758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1017804.562500 Penalty: 4505.374512
	Iteration 17Q: 3 clusters Score -1017805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1017859.312500 Penalty: 4505.374512
	Iteration 18Q: 3 clusters Score -1017859 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1017925.187500 Penalty: 4505.374512
	Iteration 19Q: 3 clusters Score -1017925 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1017998.062500 Penalty: 4505.374512
	Iteration 20F: 3 clusters Score -1017998 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1018077.812500 Penalty: 4505.374512
	Iteration 21Q: 3 clusters Score -1018078 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1018172.125000 Penalty: 4505.374512
	Iteration 22Q: 3 clusters Score -1018172 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1018277.187500 Penalty: 4505.374512
	Iteration 23Q: 3 clusters Score -1018277 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1018362.000000 Penalty: 4505.374512
	Iteration 24Q: 3 clusters Score -1018362 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1018454.750000 Penalty: 4505.374512
	Iteration 25Q: 3 clusters Score -1018455 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1018561.937500 Penalty: 4505.374512
	Iteration 26Q: 3 clusters Score -1018562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1018669.875000 Penalty: 4505.374512
	Iteration 27Q: 3 clusters Score -1018670 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1018778.375000 Penalty: 4505.374512
	Iteration 28Q: 3 clusters Score -1018778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1018862.375000 Penalty: 4505.374512
	Iteration 29Q: 3 clusters Score -1018862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1018919.312500 Penalty: 4505.374512
	Iteration 30Q: 3 clusters Score -1018919 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1018960.687500 Penalty: 4505.374512
	Iteration 31Q: 3 clusters Score -1018961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1018983.062500 Penalty: 4505.374512
	Iteration 32Q: 3 clusters Score -1018983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1019005.375000 Penalty: 4505.374512
	Iteration 33Q: 3 clusters Score -1019005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1019020.562500 Penalty: 4505.374512
	Iteration 34Q: 3 clusters Score -1019021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1019033.875000 Penalty: 4505.374512
	Iteration 35Q: 3 clusters Score -1019034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1019046.750000 Penalty: 4505.374512
	Iteration 36Q: 3 clusters Score -1019047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1019059.312500 Penalty: 4505.374512
	Iteration 37Q: 3 clusters Score -1019059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1019072.375000 Penalty: 4505.374512
	Iteration 38Q: 3 clusters Score -1019072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1019081.750000 Penalty: 4505.374512
	Iteration 39Q: 3 clusters Score -1019082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1019091.437500 Penalty: 4505.374512
	Iteration 40F: 3 clusters Score -1019091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1019099.000000 Penalty: 4505.374512
	Iteration 41Q: 3 clusters Score -1019099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1019107.687500 Penalty: 4505.374512
	Iteration 42Q: 3 clusters Score -1019108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1019114.500000 Penalty: 4505.374512
	Iteration 43Q: 3 clusters Score -1019114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1019122.562500 Penalty: 4505.374512
	Iteration 44Q: 3 clusters Score -1019123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1019127.562500 Penalty: 4505.374512
	Iteration 45Q: 3 clusters Score -1019128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1019131.937500 Penalty: 4505.374512
	Iteration 46Q: 3 clusters Score -1019132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1019136.375000 Penalty: 4505.374512
	Iteration 47Q: 3 clusters Score -1019136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1019138.125000 Penalty: 4505.374512
	Iteration 48Q: 3 clusters Score -1019138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1019139.625000 Penalty: 4505.374512
	Iteration 49Q: 3 clusters Score -1019140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1019142.062500 Penalty: 4505.374512
	Iteration 50Q: 3 clusters Score -1019142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1019140.187500 Penalty: 4505.374512
	Iteration 51Q: 3 clusters Score -1019140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1019140.437500 Penalty: 4505.374512
	Iteration 52Q: 3 clusters Score -1019140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1019140.875000 Penalty: 4505.374512
	Iteration 53Q: 3 clusters Score -1019141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1019139.687500 Penalty: 4505.374512
	Iteration 54Q: 3 clusters Score -1019140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1019139.937500 Penalty: 4505.374512
	Iteration 55Q: 3 clusters Score -1019140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1019139.562500 Penalty: 4505.374512
	Iteration 56Q: 3 clusters Score -1019140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1019141.250000 Penalty: 4505.374512
	Iteration 57Q: 3 clusters Score -1019141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1019143.187500 Penalty: 4505.374512
	Iteration 58Q: 3 clusters Score -1019143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1019143.000000 Penalty: 4505.374512
	Iteration 59Q: 3 clusters Score -1019143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1019146.687500 Penalty: 4505.374512
	Iteration 60F: 3 clusters Score -1019147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1019147.125000 Penalty: 4505.374512
	Iteration 61Q: 3 clusters Score -1019147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1019148.625000 Penalty: 4505.374512
	Iteration 62Q: 3 clusters Score -1019149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1019148.125000 Penalty: 4505.374512
	Iteration 63Q: 3 clusters Score -1019148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1019146.687500 Penalty: 4505.374512
	Iteration 64Q: 3 clusters Score -1019147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1019146.562500 Penalty: 4505.374512
	Iteration 65Q: 3 clusters Score -1019147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1019148.125000 Penalty: 4505.374512
	Iteration 66Q: 3 clusters Score -1019148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1019149.500000 Penalty: 4505.374512
	Iteration 67Q: 3 clusters Score -1019150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1019149.437500 Penalty: 4505.374512
	Iteration 68Q: 3 clusters Score -1019149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1019150.187500 Penalty: 4505.374512
	Iteration 69Q: 3 clusters Score -1019150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1019153.625000 Penalty: 4505.374512
	Iteration 70Q: 3 clusters Score -1019154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1019154.562500 Penalty: 4505.374512
	Iteration 71Q: 3 clusters Score -1019155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1019154.312500 Penalty: 4505.374512
	Iteration 72Q: 3 clusters Score -1019154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1019155.125000 Penalty: 4505.374512
	Iteration 73Q: 3 clusters Score -1019155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1019155.750000 Penalty: 4505.374512
	Iteration 74Q: 3 clusters Score -1019156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1019160.625000 Penalty: 4505.374512
	Iteration 75Q: 3 clusters Score -1019161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1019163.375000 Penalty: 4505.374512
	Iteration 76Q: 3 clusters Score -1019163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1019163.125000 Penalty: 4505.374512
	Iteration 77Q: 3 clusters Score -1019163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1019162.312500 Penalty: 4505.374512
	Iteration 78Q: 3 clusters Score -1019162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1019164.687500 Penalty: 4505.374512
	Iteration 79Q: 3 clusters Score -1019165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1019164.937500 Penalty: 4505.374512
	Iteration 80F: 3 clusters Score -1019165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1019167.625000 Penalty: 4505.374512
	Iteration 81Q: 3 clusters Score -1019168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1019165.812500 Penalty: 4505.374512
	Iteration 82Q: 3 clusters Score -1019166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1019164.500000 Penalty: 4505.374512
	Iteration 83Q: 3 clusters Score -1019164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1019164.500000 Penalty: 4505.374512
	Iteration 84F: 3 clusters Score -1019164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47086.335938 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -47086.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45659.535156 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -45659.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46141.312500 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -46141.31 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46330.214844 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -46330.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46468.160156 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -46468.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46564.433594 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -46564.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46610.546875 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -46610.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46610.546875 Penalty: 3132.417725
	Iteration 6F: 3 clusters Score -46610.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -53886.933594 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -53886.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52372.246094 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -52372.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52717.437500 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -52717.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52924.757812 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -52924.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53217.097656 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -53217.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53375.285156 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -53375.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53501.246094 Penalty: 3176.993408
	Iteration 5F: 3 clusters Score -53501.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53653.859375 Penalty: 3176.993408
	Iteration 6F: 3 clusters Score -53653.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53781.578125 Penalty: 3176.993408
	Iteration 7F: 3 clusters Score -53781.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -53912.910156 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -53912.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54129.269531 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -54129.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54248.945312 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -54248.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54290.027344 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -54290.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54307.148438 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -54307.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -54350.722656 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -54350.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54386.113281 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -54386.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54402.601562 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -54402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -54432.660156 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -54432.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54439.777344 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -54439.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54442.695312 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -54442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54445.957031 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -54445.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54448.605469 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -54448.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 408 members 
Entering Unmasked Estep 
Score: -110914992.000000 Penalty: 150896.156250
Splitting cluster 32 changes total score from -110916264.000000 to -110914992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -705746.875000 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -705746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -700349.312500 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -700349.3 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -701739.750000 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -701739.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -701978.875000 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -701978.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -702257.625000 Penalty: 4342.455078
	Iteration 3F: 3 clusters Score -702257.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -702704.875000 Penalty: 4342.455078
	Iteration 4F: 3 clusters Score -702704.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -703131.875000 Penalty: 4342.455078
	Iteration 5F: 3 clusters Score -703131.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -703521.750000 Penalty: 4342.455078
	Iteration 6F: 3 clusters Score -703521.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -703872.437500 Penalty: 4342.455078
	Iteration 7F: 3 clusters Score -703872.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -704168.312500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -704168.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -704435.250000 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -704435.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -704640.187500 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -704640.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -704799.875000 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -704799.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -704908.500000 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -704908.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -704982.625000 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -704982.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -705031.500000 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -705031.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -705068.562500 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -705068.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -705100.187500 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -705100.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -705118.125000 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -705118.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -705133.062500 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -705133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -705138.687500 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -705138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -705145.500000 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -705145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -705148.125000 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -705148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -705150.000000 Penalty: 4342.455078
	Iteration 22Q: 3 clusters Score -705150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -705151.062500 Penalty: 4342.455078
	Iteration 23Q: 3 clusters Score -705151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -705151.062500 Penalty: 4342.455078
	Iteration 24F: 3 clusters Score -705151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -795055.250000 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -795055.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -789106.000000 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -789106 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -790699.687500 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -790699.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -791023.312500 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -791023.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -791307.812500 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -791307.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -791574.375000 Penalty: 4406.147949
	Iteration 4F: 3 clusters Score -791574.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -791826.125000 Penalty: 4406.147949
	Iteration 5F: 3 clusters Score -791826.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -792089.625000 Penalty: 4406.147949
	Iteration 6Q: 3 clusters Score -792089.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -792406.687500 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -792406.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -792834.937500 Penalty: 4406.147949
	Iteration 8F: 3 clusters Score -792834.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -793399.687500 Penalty: 4406.147949
	Iteration 9F: 3 clusters Score -793399.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -793956.500000 Penalty: 4406.147949
	Iteration 10F: 3 clusters Score -793956.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -794253.187500 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -794253.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -794469.562500 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -794469.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -794682.437500 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -794682.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -794910.062500 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -794910.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -795093.687500 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -795093.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -795227.750000 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -795227.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -795352.875000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -795352.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -795484.812500 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -795484.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -795584.125000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -795584.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -795687.937500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -795687.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -795750.062500 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -795750.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -795777.250000 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -795777.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -795801.375000 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -795801.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -795812.875000 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -795812.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -795825.500000 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -795825.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -795835.750000 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -795835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -795844.562500 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -795844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -795842.125000 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -795842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -795842.125000 Penalty: 4406.147949
	Iteration 29F: 3 clusters Score -795842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 31379 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 50256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 34403 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 8808 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 4670 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 6730 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 19279 members 
Mstep: Class 40 contains 346377 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 2541 members 
Entering Unmasked Estep 
Score: -110915856.000000 Penalty: 150896.156250
Splitting cluster 34 changes total score from -110916264.000000 to -110915856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13004.039062 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12014.598633 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -12014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12091.832031 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -12091.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -746143.375000 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -746143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -740570.312500 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -740570.3 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -742090.500000 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -742090.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -742443.062500 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -742443.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -742733.187500 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -742733.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -742995.000000 Penalty: 4371.907715
	Iteration 4F: 3 clusters Score -742995 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -743201.437500 Penalty: 4371.907715
	Iteration 5Q: 3 clusters Score -743201.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -743404.875000 Penalty: 4371.907715
	Iteration 6Q: 3 clusters Score -743404.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -743569.437500 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -743569.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -743728.375000 Penalty: 4371.907715
	Iteration 8Q: 3 clusters Score -743728.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -743853.750000 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -743853.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -743953.500000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -743953.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -744037.125000 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -744037.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -744107.750000 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -744107.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -744167.562500 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -744167.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -744223.437500 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -744223.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -744274.500000 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -744274.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -744320.562500 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -744320.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -744360.125000 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -744360.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -744392.000000 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -744392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -744424.000000 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -744424 nChanged 81
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: -744456.937500 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -744456.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -744488.687500 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -744488.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -744518.500000 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -744518.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -744547.000000 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -744547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -744577.937500 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -744577.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -744608.062500 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -744608.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -744639.125000 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -744639.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -744658.750000 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -744658.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -744676.500000 Penalty: 4371.907715
	Iteration 28Q: 3 clusters Score -744676.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -744694.812500 Penalty: 4371.907715
	Iteration 29Q: 3 clusters Score -744694.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -744718.437500 Penalty: 4371.907715
	Iteration 30Q: 3 clusters Score -744718.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -744744.562500 Penalty: 4371.907715
	Iteration 31Q: 3 clusters Score -744744.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -744765.062500 Penalty: 4371.907715
	Iteration 32Q: 3 clusters Score -744765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -744785.062500 Penalty: 4371.907715
	Iteration 33Q: 3 clusters Score -744785.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -744803.125000 Penalty: 4371.907715
	Iteration 34Q: 3 clusters Score -744803.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -744818.437500 Penalty: 4371.907715
	Iteration 35Q: 3 clusters Score -744818.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -744828.937500 Penalty: 4371.907715
	Iteration 36Q: 3 clusters Score -744828.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -744840.625000 Penalty: 4371.907715
	Iteration 37Q: 3 clusters Score -744840.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -744850.437500 Penalty: 4371.907715
	Iteration 38Q: 3 clusters Score -744850.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -744862.875000 Penalty: 4371.907715
	Iteration 39Q: 3 clusters Score -744862.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -744881.500000 Penalty: 4371.907715
	Iteration 40F: 3 clusters Score -744881.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -744903.562500 Penalty: 4371.907715
	Iteration 41Q: 3 clusters Score -744903.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -744935.375000 Penalty: 4371.907715
	Iteration 42Q: 3 clusters Score -744935.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -744977.437500 Penalty: 4371.907715
	Iteration 43Q: 3 clusters Score -744977.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -745030.625000 Penalty: 4371.907715
	Iteration 44Q: 3 clusters Score -745030.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -745089.875000 Penalty: 4371.907715
	Iteration 45Q: 3 clusters Score -745089.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -745135.625000 Penalty: 4371.907715
	Iteration 46Q: 3 clusters Score -745135.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -745168.125000 Penalty: 4371.907715
	Iteration 47Q: 3 clusters Score -745168.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -745182.500000 Penalty: 4371.907715
	Iteration 48Q: 3 clusters Score -745182.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -745192.562500 Penalty: 4371.907715
	Iteration 49Q: 3 clusters Score -745192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -745194.750000 Penalty: 4371.907715
	Iteration 50Q: 3 clusters Score -745194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -745197.687500 Penalty: 4371.907715
	Iteration 51Q: 3 clusters Score -745197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -745201.125000 Penalty: 4371.907715
	Iteration 52Q: 3 clusters Score -745201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -745201.937500 Penalty: 4371.907715
	Iteration 53Q: 3 clusters Score -745201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -745202.687500 Penalty: 4371.907715
	Iteration 54Q: 3 clusters Score -745202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -745202.812500 Penalty: 4371.907715
	Iteration 55Q: 3 clusters Score -745202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -745203.125000 Penalty: 4371.907715
	Iteration 56Q: 3 clusters Score -745203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -745203.125000 Penalty: 4371.907715
	Iteration 57F: 3 clusters Score -745203.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -49808.554688 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -49808.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48306.417969 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -48306.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48482.160156 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -48482.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48587.242188 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -48587.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48645.667969 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -48645.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48685.746094 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -48685.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48708.281250 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -48708.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48734.554688 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -48734.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48747.035156 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -48747.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48754.480469 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -48754.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48762.453125 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -48762.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48773.687500 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -48773.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48779.613281 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -48779.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48783.796875 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -48783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48785.867188 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -48785.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48788.039062 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -48788.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48788.039062 Penalty: 3072.425049
	Iteration 15F: 3 clusters Score -48788.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -38511.906250 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -38511.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37103.273438 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -37103.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37289.855469 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -37289.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37457.992188 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -37457.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37553.117188 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -37553.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37626.128906 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -37626.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37716.449219 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -37716.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37803.015625 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -37803.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37887.898438 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -37887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37928.589844 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -37928.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37945.785156 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -37945.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38011.664062 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -38011.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38031.683594 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -38031.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38042.980469 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -38042.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38049.925781 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -38049.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38068.562500 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -38068.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38076.000000 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -38076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38082.679688 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -38082.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38085.949219 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -38085.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38087.042969 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -38087.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38087.042969 Penalty: 3006.482422
	Iteration 19F: 3 clusters Score -38087.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2226695.750000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2226696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2212910.250000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2212910 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2217478.500000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2217478 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2217798.000000 Penalty: 4893.918945
	Iteration 2Q: 3 clusters Score -2217798 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2218064.250000 Penalty: 4893.918945
	Iteration 3Q: 3 clusters Score -2218064 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2218316.000000 Penalty: 4893.918945
	Iteration 4Q: 3 clusters Score -2218316 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2218616.000000 Penalty: 4893.918945
	Iteration 5Q: 3 clusters Score -2218616 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2219053.000000 Penalty: 4893.918945
	Iteration 6Q: 3 clusters Score -2219053 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2219586.750000 Penalty: 4893.918945
	Iteration 7F: 3 clusters Score -2219587 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2220280.000000 Penalty: 4893.918945
	Iteration 8F: 3 clusters Score -2220280 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2221151.250000 Penalty: 4893.918945
	Iteration 9F: 3 clusters Score -2221151 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2222173.500000 Penalty: 4893.918945
	Iteration 10F: 3 clusters Score -2222174 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2223042.000000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -2223042 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2223656.500000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -2223656 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2224058.500000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2224058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2224262.000000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2224262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2224379.000000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2224379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2224436.750000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2224437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2224484.000000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2224484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2224514.000000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2224514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2224526.000000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2224526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2224539.250000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2224539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2224548.500000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2224548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2224554.750000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2224555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2224562.750000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2224563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2224573.250000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2224573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2224576.500000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2224576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2224578.000000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2224578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2224586.000000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2224586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2224584.750000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2224585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2224587.000000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -2224587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2224593.250000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -2224593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2224596.750000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -2224597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2224597.500000 Penalty: 4893.918945
	Iteration 32Q: 3 clusters Score -2224598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2224601.000000 Penalty: 4893.918945
	Iteration 33Q: 3 clusters Score -2224601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2224600.750000 Penalty: 4893.918945
	Iteration 34Q: 3 clusters Score -2224601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2224605.750000 Penalty: 4893.918945
	Iteration 35Q: 3 clusters Score -2224606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2224611.250000 Penalty: 4893.918945
	Iteration 36Q: 3 clusters Score -2224611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2224612.000000 Penalty: 4893.918945
	Iteration 37Q: 3 clusters Score -2224612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2224612.000000 Penalty: 4893.918945
	Iteration 38F: 3 clusters Score -2224612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (346377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346377 members 
Entering Unmasked Estep 
Score: -38954860.000000 Penalty: 3163.310303
	Iteration 0F: 2 clusters Score -3.895486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173357 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -38753704.000000 Penalty: 6326.620605
	Iteration 0F: 3 clusters Score -3.87537e+07 nChanged 168244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 170866 members 
Entering Unmasked Estep 
Score: -38854604.000000 Penalty: 6326.620605
	Iteration 1F: 3 clusters Score -3.88546e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 168616 members 
Entering Unmasked Estep 
Score: -38855736.000000 Penalty: 6326.620605
	Iteration 2Q: 3 clusters Score -3.885574e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181481 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -38857220.000000 Penalty: 6326.620605
	Iteration 3Q: 3 clusters Score -3.885722e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187365 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -38858992.000000 Penalty: 6326.620605
	Iteration 4Q: 3 clusters Score -3.885899e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196535 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -38862132.000000 Penalty: 6326.620605
	Iteration 5Q: 3 clusters Score -3.886213e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210235 members 
Mstep: Class 2 contains 136142 members 
Entering Unmasked Estep 
Score: -38868436.000000 Penalty: 6326.620605
	Iteration 6Q: 3 clusters Score -3.886844e+07 nChanged 20266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230135 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -38879832.000000 Penalty: 6326.620605
	Iteration 7F: 3 clusters Score -3.887983e+07 nChanged 26609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256640 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -38899524.000000 Penalty: 6326.620605
	Iteration 8F: 3 clusters Score -3.889952e+07 nChanged 30221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286849 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -38925952.000000 Penalty: 6326.620605
	Iteration 9F: 3 clusters Score -3.892595e+07 nChanged 27231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314080 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -38942500.000000 Penalty: 6326.620605
	Iteration 10F: 3 clusters Score -3.89425e+07 nChanged 18112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332192 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -38948536.000000 Penalty: 6326.620605
	Iteration 11F: 3 clusters Score -3.894854e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340811 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -38950524.000000 Penalty: 6326.620605
	Iteration 12Q: 3 clusters Score -3.895052e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344197 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -38951220.000000 Penalty: 6326.620605
	Iteration 13Q: 3 clusters Score -3.895122e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345380 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -38951640.000000 Penalty: 6326.620605
	Iteration 14Q: 3 clusters Score -3.895164e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345757 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -38951824.000000 Penalty: 6326.620605
	Iteration 15Q: 3 clusters Score -3.895182e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345901 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38951936.000000 Penalty: 6326.620605
	Iteration 16Q: 3 clusters Score -3.895194e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345968 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -38952008.000000 Penalty: 6326.620605
	Iteration 17Q: 3 clusters Score -3.895201e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345999 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38952020.000000 Penalty: 6326.620605
	Iteration 18Q: 3 clusters Score -3.895202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346012 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38952040.000000 Penalty: 6326.620605
	Iteration 19Q: 3 clusters Score -3.895204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346023 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38952068.000000 Penalty: 6326.620605
	Iteration 20F: 3 clusters Score -3.895207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346037 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38952068.000000 Penalty: 6326.620605
	Iteration 21Q: 3 clusters Score -3.895207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346044 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38952044.000000 Penalty: 6326.620605
	Iteration 22Q: 3 clusters Score -3.895204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346048 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38952076.000000 Penalty: 6326.620605
	Iteration 23Q: 3 clusters Score -3.895208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346055 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38952088.000000 Penalty: 6326.620605
	Iteration 24Q: 3 clusters Score -3.895209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346058 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38952120.000000 Penalty: 6326.620605
	Iteration 25Q: 3 clusters Score -3.895212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346061 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38952156.000000 Penalty: 6326.620605
	Iteration 26Q: 3 clusters Score -3.895216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346062 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38952144.000000 Penalty: 6326.620605
	Iteration 27Q: 3 clusters Score -3.895214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346064 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38952136.000000 Penalty: 6326.620605
	Iteration 28Q: 3 clusters Score -3.895214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346063 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38952152.000000 Penalty: 6326.620605
	Iteration 29Q: 3 clusters Score -3.895215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346063 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38952152.000000 Penalty: 6326.620605
	Iteration 30F: 3 clusters Score -3.895215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34504.710938 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -34504.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33145.308594 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -33145.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33346.746094 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -33346.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33498.511719 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -33498.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33597.656250 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -33597.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33655.703125 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -33655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33706.039062 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -33706.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33823.222656 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -33823.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33989.160156 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -33989.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34076.550781 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -34076.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34115.765625 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -34115.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34191.464844 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -34191.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34308.253906 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -34308.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34354.183594 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -34354.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34354.183594 Penalty: 2961.745850
	Iteration 13F: 3 clusters Score -34354.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44280.820312 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44280.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42818.035156 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -42818.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42992.445312 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -42992.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43058.031250 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -43058.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43083.203125 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43109.320312 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43109.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43127.617188 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43127.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43133.582031 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43133.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43134.367188 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -43134.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43136.625000 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -43136.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43151.296875 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -43151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43157.789062 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -43157.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43168.820312 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -43168.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43172.050781 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -43172.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43175.234375 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -43175.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43178.074219 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -43178.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43178.074219 Penalty: 3044.312744
	Iteration 15F: 3 clusters Score -43178.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Entering Unmasked Estep 
Score: -1547356.750000 Penalty: 2357.817627
	Iteration 0F: 2 clusters Score -1547357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1537377.375000 Penalty: 4715.635254
	Iteration 0F: 3 clusters Score -1537377 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1540483.875000 Penalty: 4715.635254
	Iteration 1F: 3 clusters Score -1540484 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1540803.375000 Penalty: 4715.635254
	Iteration 2F: 3 clusters Score -1540803 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1541038.500000 Penalty: 4715.635254
	Iteration 3Q: 3 clusters Score -1541038 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1541210.375000 Penalty: 4715.635254
	Iteration 4Q: 3 clusters Score -1541210 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1541364.500000 Penalty: 4715.635254
	Iteration 5Q: 3 clusters Score -1541364 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1541507.375000 Penalty: 4715.635254
	Iteration 6Q: 3 clusters Score -1541507 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1541647.750000 Penalty: 4715.635254
	Iteration 7Q: 3 clusters Score -1541648 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1541815.500000 Penalty: 4715.635254
	Iteration 8Q: 3 clusters Score -1541816 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1542006.375000 Penalty: 4715.635254
	Iteration 9Q: 3 clusters Score -1542006 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1542231.750000 Penalty: 4715.635254
	Iteration 10Q: 3 clusters Score -1542232 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1542482.125000 Penalty: 4715.635254
	Iteration 11Q: 3 clusters Score -1542482 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1542787.500000 Penalty: 4715.635254
	Iteration 12Q: 3 clusters Score -1542788 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1543183.625000 Penalty: 4715.635254
	Iteration 13Q: 3 clusters Score -1543184 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1543636.750000 Penalty: 4715.635254
	Iteration 14Q: 3 clusters Score -1543637 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1544060.750000 Penalty: 4715.635254
	Iteration 15Q: 3 clusters Score -1544061 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1544420.375000 Penalty: 4715.635254
	Iteration 16Q: 3 clusters Score -1544420 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1544719.250000 Penalty: 4715.635254
	Iteration 17Q: 3 clusters Score -1544719 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1544937.625000 Penalty: 4715.635254
	Iteration 18Q: 3 clusters Score -1544938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1545066.500000 Penalty: 4715.635254
	Iteration 19Q: 3 clusters Score -1545066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1545138.750000 Penalty: 4715.635254
	Iteration 20F: 3 clusters Score -1545139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1545200.125000 Penalty: 4715.635254
	Iteration 21Q: 3 clusters Score -1545200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1545228.125000 Penalty: 4715.635254
	Iteration 22Q: 3 clusters Score -1545228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1545245.625000 Penalty: 4715.635254
	Iteration 23Q: 3 clusters Score -1545246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1545267.750000 Penalty: 4715.635254
	Iteration 24Q: 3 clusters Score -1545268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1545277.250000 Penalty: 4715.635254
	Iteration 25Q: 3 clusters Score -1545277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1545286.875000 Penalty: 4715.635254
	Iteration 26Q: 3 clusters Score -1545287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1545290.000000 Penalty: 4715.635254
	Iteration 27Q: 3 clusters Score -1545290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1545294.000000 Penalty: 4715.635254
	Iteration 28Q: 3 clusters Score -1545294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1545300.750000 Penalty: 4715.635254
	Iteration 29Q: 3 clusters Score -1545301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1545304.250000 Penalty: 4715.635254
	Iteration 30Q: 3 clusters Score -1545304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1545309.000000 Penalty: 4715.635254
	Iteration 31Q: 3 clusters Score -1545309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1545311.125000 Penalty: 4715.635254
	Iteration 32Q: 3 clusters Score -1545311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1545312.875000 Penalty: 4715.635254
	Iteration 33Q: 3 clusters Score -1545313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1545312.875000 Penalty: 4715.635254
	Iteration 34F: 3 clusters Score -1545313 nChanged 0
--- Evaluating fit on full set of 3039103 points ---
Entering Unmasked Estep 
Score: -332007680.000000 Penalty: 159182.296875
21->44 Clusters: Score -332007680.000000, best is -332020096.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1013034 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 48388 members 
Mstep: Class 3 contains 48462 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 47940 members 
Mstep: Class 6 contains 48060 members 
Mstep: Class 7 contains 47902 members 
Mstep: Class 8 contains 48179 members 
Mstep: Class 9 contains 48464 members 
Mstep: Class 10 contains 48426 members 
Mstep: Class 11 contains 48352 members 
Mstep: Class 12 contains 48361 members 
Mstep: Class 13 contains 48599 members 
Mstep: Class 14 contains 47705 members 
Mstep: Class 15 contains 47985 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 48332 members 
Mstep: Class 18 contains 48280 members 
Mstep: Class 19 contains 48332 members 
Mstep: Class 20 contains 48294 members 
Mstep: Class 21 contains 48437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 427.127258 but Gain 3429.460938
Score: -103661752.000000 Penalty: 68589.164062
Iteration 0F: 21 clusters Score -1.036618e+08 nChanged 961897
Entering Unmasked Mstep 
Mstep: Class 0 contains 3547 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 56446 members 
Mstep: Class 4 contains 16822 members 
Mstep: Class 5 contains 63939 members 
Mstep: Class 6 contains 15338 members 
Mstep: Class 7 contains 31306 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 54369 members 
Mstep: Class 10 contains 34739 members 
Mstep: Class 11 contains 36402 members 
Mstep: Class 12 contains 261483 members 
Mstep: Class 13 contains 23310 members 
Mstep: Class 14 contains 31326 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 12068 members 
Mstep: Class 17 contains 11411 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 45108 members 
Mstep: Class 20 contains 120561 members 
Mstep: Class 21 contains 36943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108532008.000000 Penalty: 68589.164062
Iteration 1F: 21 clusters Score -1.08532e+08 nChanged 423010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3461 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 54287 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 49622 members 
Mstep: Class 6 contains 16169 members 
Mstep: Class 7 contains 19816 members 
Mstep: Class 8 contains 10755 members 
Mstep: Class 9 contains 35950 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 425513 members 
Mstep: Class 13 contains 11228 members 
Mstep: Class 14 contains 21844 members 
Mstep: Class 15 contains 10485 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 54490 members 
Mstep: Class 20 contains 108232 members 
Mstep: Class 21 contains 25981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109277552.000000 Penalty: 68589.164062
Iteration 2F: 21 clusters Score -1.092776e+08 nChanged 249497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3400 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 4 contains 6624 members 
Mstep: Class 5 contains 42084 members 
Mstep: Class 6 contains 20205 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 7923 members 
Mstep: Class 9 contains 22584 members 
Mstep: Class 10 contains 16299 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 475395 members 
Mstep: Class 13 contains 8489 members 
Mstep: Class 14 contains 21226 members 
Mstep: Class 15 contains 7222 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 69527 members 
Mstep: Class 20 contains 91160 members 
Mstep: Class 21 contains 21016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2564.013184 but Gain 3429.457031
Score: -109554336.000000 Penalty: 65159.707031
Iteration 3F: 20 clusters Score -1.095543e+08 nChanged 166070
Entering Unmasked Mstep 
Mstep: Class 0 contains 3284 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 4 contains 7460 members 
Mstep: Class 5 contains 46729 members 
Mstep: Class 6 contains 22804 members 
Mstep: Class 7 contains 16984 members 
Mstep: Class 8 contains 9017 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 16860 members 
Mstep: Class 11 contains 16977 members 
Mstep: Class 12 contains 454070 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 19903 members 
Mstep: Class 15 contains 5884 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 19 contains 84494 members 
Mstep: Class 20 contains 88602 members 
Mstep: Class 21 contains 17010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109771344.000000 Penalty: 65159.707031
Iteration 4F: 20 clusters Score -1.097713e+08 nChanged 138287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 46901 members 
Mstep: Class 4 contains 9324 members 
Mstep: Class 5 contains 64370 members 
Mstep: Class 6 contains 23750 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 11396 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 16926 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 408876 members 
Mstep: Class 13 contains 13637 members 
Mstep: Class 14 contains 18041 members 
Mstep: Class 15 contains 5401 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 11407 members 
Mstep: Class 19 contains 90373 members 
Mstep: Class 20 contains 90580 members 
Mstep: Class 21 contains 13983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109982160.000000 Penalty: 65159.707031
Iteration 5F: 20 clusters Score -1.099822e+08 nChanged 119719
Entering Unmasked Mstep 
Mstep: Class 0 contains 2983 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 39870 members 
Mstep: Class 4 contains 11360 members 
Mstep: Class 5 contains 88798 members 
Mstep: Class 6 contains 23826 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 11 contains 21495 members 
Mstep: Class 12 contains 367650 members 
Mstep: Class 13 contains 17271 members 
Mstep: Class 14 contains 16364 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 19 contains 88190 members 
Mstep: Class 20 contains 91459 members 
Mstep: Class 21 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190248.000000 Penalty: 65159.707031
Iteration 6F: 20 clusters Score -1.101902e+08 nChanged 93341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 177170 members 
Mstep: Class 2 contains 33300 members 
Mstep: Class 4 contains 12874 members 
Mstep: Class 5 contains 104665 members 
Mstep: Class 6 contains 23400 members 
Mstep: Class 7 contains 20619 members 
Mstep: Class 8 contains 15027 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 9041 members 
Mstep: Class 11 contains 23568 members 
Mstep: Class 12 contains 345001 members 
Mstep: Class 13 contains 20042 members 
Mstep: Class 14 contains 15082 members 
Mstep: Class 15 contains 5476 members 
Mstep: Class 16 contains 1075 members 
Mstep: Class 17 contains 12433 members 
Mstep: Class 19 contains 82134 members 
Mstep: Class 20 contains 90779 members 
Mstep: Class 21 contains 11053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110335752.000000 Penalty: 65159.707031
Iteration 7F: 20 clusters Score -1.103358e+08 nChanged 73281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1943 members 
Mstep: Class 1 contains 192694 members 
Mstep: Class 2 contains 28281 members 
Mstep: Class 4 contains 13660 members 
Mstep: Class 5 contains 111214 members 
Mstep: Class 6 contains 25230 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 15778 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 26491 members 
Mstep: Class 12 contains 329670 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 14330 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 12163 members 
Mstep: Class 19 contains 75692 members 
Mstep: Class 20 contains 90498 members 
Mstep: Class 21 contains 10145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110457664.000000 Penalty: 65159.707031
Iteration 8F: 20 clusters Score -1.104577e+08 nChanged 59953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1208 members 
Mstep: Class 1 contains 208465 members 
Mstep: Class 2 contains 24508 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 114606 members 
Mstep: Class 6 contains 26839 members 
Mstep: Class 7 contains 21664 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 30320 members 
Mstep: Class 12 contains 314570 members 
Mstep: Class 13 contains 24023 members 
Mstep: Class 14 contains 14092 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 19 contains 69931 members 
Mstep: Class 20 contains 90585 members 
Mstep: Class 21 contains 9450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110557800.000000 Penalty: 65159.707031
Iteration 9F: 20 clusters Score -1.105578e+08 nChanged 49505
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 222562 members 
Mstep: Class 2 contains 21652 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 116751 members 
Mstep: Class 6 contains 28103 members 
Mstep: Class 7 contains 21491 members 
Mstep: Class 8 contains 16145 members 
Mstep: Class 9 contains 8358 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 32831 members 
Mstep: Class 12 contains 301721 members 
Mstep: Class 13 contains 25793 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 10852 members 
Mstep: Class 19 contains 65101 members 
Mstep: Class 20 contains 90443 members 
Mstep: Class 21 contains 8863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110617928.000000 Penalty: 65159.707031
Iteration 10Q: 20 clusters Score -1.106179e+08 nChanged 40320
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 234674 members 
Mstep: Class 2 contains 19544 members 
Mstep: Class 4 contains 15451 members 
Mstep: Class 5 contains 118074 members 
Mstep: Class 6 contains 29173 members 
Mstep: Class 7 contains 21094 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 33850 members 
Mstep: Class 12 contains 291110 members 
Mstep: Class 13 contains 27500 members 
Mstep: Class 14 contains 15195 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 19 contains 61269 members 
Mstep: Class 20 contains 89697 members 
Mstep: Class 21 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110646168.000000 Penalty: 65159.707031
Iteration 11Q: 20 clusters Score -1.106462e+08 nChanged 34289
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 244796 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 4 contains 17463 members 
Mstep: Class 5 contains 118856 members 
Mstep: Class 6 contains 30012 members 
Mstep: Class 7 contains 20735 members 
Mstep: Class 8 contains 15728 members 
Mstep: Class 9 contains 8072 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 34101 members 
Mstep: Class 12 contains 282392 members 
Mstep: Class 13 contains 29173 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 3568 members 
Mstep: Class 17 contains 9185 members 
Mstep: Class 19 contains 58083 members 
Mstep: Class 20 contains 88621 members 
Mstep: Class 21 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110670472.000000 Penalty: 65159.707031
Iteration 12Q: 20 clusters Score -1.106705e+08 nChanged 29704
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 252828 members 
Mstep: Class 2 contains 17105 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 119245 members 
Mstep: Class 6 contains 30657 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 15252 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 34002 members 
Mstep: Class 12 contains 275088 members 
Mstep: Class 13 contains 31431 members 
Mstep: Class 14 contains 17281 members 
Mstep: Class 15 contains 6558 members 
Mstep: Class 16 contains 3566 members 
Mstep: Class 17 contains 8458 members 
Mstep: Class 19 contains 55557 members 
Mstep: Class 20 contains 87049 members 
Mstep: Class 21 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110690136.000000 Penalty: 65159.707031
Iteration 13Q: 20 clusters Score -1.106901e+08 nChanged 25751
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 260084 members 
Mstep: Class 2 contains 16577 members 
Mstep: Class 4 contains 22852 members 
Mstep: Class 5 contains 119245 members 
Mstep: Class 6 contains 31105 members 
Mstep: Class 7 contains 20340 members 
Mstep: Class 8 contains 14646 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 33935 members 
Mstep: Class 12 contains 267943 members 
Mstep: Class 13 contains 33715 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 7841 members 
Mstep: Class 19 contains 53618 members 
Mstep: Class 20 contains 85472 members 
Mstep: Class 21 contains 7193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110704992.000000 Penalty: 65159.707031
Iteration 14Q: 20 clusters Score -1.10705e+08 nChanged 22546
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 266871 members 
Mstep: Class 2 contains 16399 members 
Mstep: Class 4 contains 25727 members 
Mstep: Class 5 contains 119044 members 
Mstep: Class 6 contains 31387 members 
Mstep: Class 7 contains 20191 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 6179 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 34023 members 
Mstep: Class 12 contains 260619 members 
Mstep: Class 13 contains 35777 members 
Mstep: Class 14 contains 18513 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 7309 members 
Mstep: Class 19 contains 52182 members 
Mstep: Class 20 contains 84075 members 
Mstep: Class 21 contains 6947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110715768.000000 Penalty: 65159.707031
Iteration 15Q: 20 clusters Score -1.107158e+08 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 273284 members 
Mstep: Class 2 contains 16376 members 
Mstep: Class 4 contains 28576 members 
Mstep: Class 5 contains 118675 members 
Mstep: Class 6 contains 31506 members 
Mstep: Class 7 contains 20094 members 
Mstep: Class 8 contains 13490 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 34221 members 
Mstep: Class 12 contains 253655 members 
Mstep: Class 13 contains 37387 members 
Mstep: Class 14 contains 18916 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 19 contains 50991 members 
Mstep: Class 20 contains 82839 members 
Mstep: Class 21 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110724560.000000 Penalty: 65159.707031
Iteration 16Q: 20 clusters Score -1.107246e+08 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 16453 members 
Mstep: Class 4 contains 31137 members 
Mstep: Class 5 contains 118312 members 
Mstep: Class 6 contains 31490 members 
Mstep: Class 7 contains 19994 members 
Mstep: Class 8 contains 13045 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 34426 members 
Mstep: Class 12 contains 246804 members 
Mstep: Class 13 contains 38726 members 
Mstep: Class 14 contains 19251 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 3563 members 
Mstep: Class 17 contains 6489 members 
Mstep: Class 19 contains 49914 members 
Mstep: Class 20 contains 81803 members 
Mstep: Class 21 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110730576.000000 Penalty: 65159.707031
Iteration 17Q: 20 clusters Score -1.107306e+08 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 285646 members 
Mstep: Class 2 contains 16563 members 
Mstep: Class 4 contains 33303 members 
Mstep: Class 5 contains 117988 members 
Mstep: Class 6 contains 31356 members 
Mstep: Class 7 contains 19911 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 11 contains 34638 members 
Mstep: Class 12 contains 240221 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 6190 members 
Mstep: Class 19 contains 48996 members 
Mstep: Class 20 contains 80961 members 
Mstep: Class 21 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110736384.000000 Penalty: 65159.707031
Iteration 18Q: 20 clusters Score -1.107364e+08 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 292266 members 
Mstep: Class 2 contains 16678 members 
Mstep: Class 4 contains 35056 members 
Mstep: Class 5 contains 117756 members 
Mstep: Class 6 contains 31222 members 
Mstep: Class 7 contains 19868 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 34829 members 
Mstep: Class 12 contains 233100 members 
Mstep: Class 13 contains 40591 members 
Mstep: Class 14 contains 19765 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 19 contains 48192 members 
Mstep: Class 20 contains 80241 members 
Mstep: Class 21 contains 6640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110741808.000000 Penalty: 65159.707031
Iteration 19Q: 20 clusters Score -1.107418e+08 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 299636 members 
Mstep: Class 2 contains 16779 members 
Mstep: Class 4 contains 36431 members 
Mstep: Class 5 contains 117586 members 
Mstep: Class 6 contains 31096 members 
Mstep: Class 7 contains 19827 members 
Mstep: Class 8 contains 12462 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 35009 members 
Mstep: Class 12 contains 224932 members 
Mstep: Class 13 contains 41299 members 
Mstep: Class 14 contains 20060 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 5810 members 
Mstep: Class 19 contains 47725 members 
Mstep: Class 20 contains 79768 members 
Mstep: Class 21 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110756040.000000 Penalty: 65159.707031
Iteration 20F: 20 clusters Score -1.10756e+08 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 307177 members 
Mstep: Class 2 contains 16803 members 
Mstep: Class 4 contains 38496 members 
Mstep: Class 5 contains 117468 members 
Mstep: Class 6 contains 30877 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 35146 members 
Mstep: Class 12 contains 216378 members 
Mstep: Class 13 contains 41985 members 
Mstep: Class 14 contains 20290 members 
Mstep: Class 15 contains 6678 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 19 contains 47481 members 
Mstep: Class 20 contains 79377 members 
Mstep: Class 21 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110764648.000000 Penalty: 65159.707031
Iteration 21Q: 20 clusters Score -1.107646e+08 nChanged 18581
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 314594 members 
Mstep: Class 2 contains 16876 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 117433 members 
Mstep: Class 6 contains 30708 members 
Mstep: Class 7 contains 19824 members 
Mstep: Class 8 contains 12125 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 35310 members 
Mstep: Class 12 contains 207609 members 
Mstep: Class 13 contains 42646 members 
Mstep: Class 14 contains 20512 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5660 members 
Mstep: Class 19 contains 47451 members 
Mstep: Class 20 contains 79291 members 
Mstep: Class 21 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110768224.000000 Penalty: 65159.707031
Iteration 22Q: 20 clusters Score -1.107682e+08 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 321525 members 
Mstep: Class 2 contains 16979 members 
Mstep: Class 4 contains 40909 members 
Mstep: Class 5 contains 117436 members 
Mstep: Class 6 contains 30583 members 
Mstep: Class 7 contains 19889 members 
Mstep: Class 8 contains 11994 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 35493 members 
Mstep: Class 12 contains 199119 members 
Mstep: Class 13 contains 43315 members 
Mstep: Class 14 contains 20798 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5675 members 
Mstep: Class 19 contains 47485 members 
Mstep: Class 20 contains 79384 members 
Mstep: Class 21 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110769776.000000 Penalty: 65159.707031
Iteration 23Q: 20 clusters Score -1.107698e+08 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 327758 members 
Mstep: Class 2 contains 17049 members 
Mstep: Class 4 contains 41413 members 
Mstep: Class 5 contains 117462 members 
Mstep: Class 6 contains 30456 members 
Mstep: Class 7 contains 20073 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 5072 members 
Mstep: Class 11 contains 35607 members 
Mstep: Class 12 contains 191157 members 
Mstep: Class 13 contains 44007 members 
Mstep: Class 14 contains 21082 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 19 contains 47612 members 
Mstep: Class 20 contains 79610 members 
Mstep: Class 21 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110770968.000000 Penalty: 65159.707031
Iteration 24Q: 20 clusters Score -1.10771e+08 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 332979 members 
Mstep: Class 2 contains 17140 members 
Mstep: Class 4 contains 41714 members 
Mstep: Class 5 contains 117488 members 
Mstep: Class 6 contains 30354 members 
Mstep: Class 7 contains 20302 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 35702 members 
Mstep: Class 12 contains 184162 members 
Mstep: Class 13 contains 44658 members 
Mstep: Class 14 contains 21244 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 19 contains 47730 members 
Mstep: Class 20 contains 79894 members 
Mstep: Class 21 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110770976.000000 Penalty: 65159.707031
Iteration 25Q: 20 clusters Score -1.10771e+08 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 336982 members 
Mstep: Class 2 contains 17270 members 
Mstep: Class 4 contains 41937 members 
Mstep: Class 5 contains 117523 members 
Mstep: Class 6 contains 30276 members 
Mstep: Class 7 contains 20605 members 
Mstep: Class 8 contains 11838 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 35755 members 
Mstep: Class 12 contains 178210 members 
Mstep: Class 13 contains 45297 members 
Mstep: Class 14 contains 21282 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 19 contains 47832 members 
Mstep: Class 20 contains 80271 members 
Mstep: Class 21 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110769832.000000 Penalty: 65159.707031
Iteration 26Q: 20 clusters Score -1.107698e+08 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 339864 members 
Mstep: Class 2 contains 17454 members 
Mstep: Class 4 contains 42153 members 
Mstep: Class 5 contains 117540 members 
Mstep: Class 6 contains 30219 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 11831 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 35841 members 
Mstep: Class 12 contains 173285 members 
Mstep: Class 13 contains 45986 members 
Mstep: Class 14 contains 21282 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5800 members 
Mstep: Class 19 contains 47850 members 
Mstep: Class 20 contains 80610 members 
Mstep: Class 21 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110768808.000000 Penalty: 65159.707031
Iteration 27Q: 20 clusters Score -1.107688e+08 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 341769 members 
Mstep: Class 2 contains 17769 members 
Mstep: Class 4 contains 42262 members 
Mstep: Class 5 contains 117552 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 21400 members 
Mstep: Class 8 contains 11854 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 35954 members 
Mstep: Class 12 contains 169211 members 
Mstep: Class 13 contains 46639 members 
Mstep: Class 14 contains 21262 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5808 members 
Mstep: Class 19 contains 47778 members 
Mstep: Class 20 contains 81009 members 
Mstep: Class 21 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110768496.000000 Penalty: 65159.707031
Iteration 28Q: 20 clusters Score -1.107685e+08 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 342927 members 
Mstep: Class 2 contains 18182 members 
Mstep: Class 4 contains 42340 members 
Mstep: Class 5 contains 117572 members 
Mstep: Class 6 contains 30272 members 
Mstep: Class 7 contains 21932 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 5850 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 12 contains 165877 members 
Mstep: Class 13 contains 47237 members 
Mstep: Class 14 contains 21235 members 
Mstep: Class 15 contains 7178 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 19 contains 47638 members 
Mstep: Class 20 contains 81358 members 
Mstep: Class 21 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110767560.000000 Penalty: 65159.707031
Iteration 29Q: 20 clusters Score -1.107676e+08 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 343375 members 
Mstep: Class 2 contains 18729 members 
Mstep: Class 4 contains 42421 members 
Mstep: Class 5 contains 117584 members 
Mstep: Class 6 contains 30334 members 
Mstep: Class 7 contains 22559 members 
Mstep: Class 8 contains 11908 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 5980 members 
Mstep: Class 11 contains 36146 members 
Mstep: Class 12 contains 163266 members 
Mstep: Class 13 contains 47789 members 
Mstep: Class 14 contains 21214 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5803 members 
Mstep: Class 19 contains 47437 members 
Mstep: Class 20 contains 81581 members 
Mstep: Class 21 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110767520.000000 Penalty: 65159.707031
Iteration 30Q: 20 clusters Score -1.107675e+08 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 343379 members 
Mstep: Class 2 contains 19336 members 
Mstep: Class 4 contains 42464 members 
Mstep: Class 5 contains 117585 members 
Mstep: Class 6 contains 30400 members 
Mstep: Class 7 contains 23325 members 
Mstep: Class 8 contains 11922 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 6127 members 
Mstep: Class 11 contains 36248 members 
Mstep: Class 12 contains 161255 members 
Mstep: Class 13 contains 48252 members 
Mstep: Class 14 contains 21199 members 
Mstep: Class 15 contains 7346 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 19 contains 47205 members 
Mstep: Class 20 contains 81616 members 
Mstep: Class 21 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110767880.000000 Penalty: 65159.707031
Iteration 31Q: 20 clusters Score -1.107679e+08 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 342990 members 
Mstep: Class 2 contains 19967 members 
Mstep: Class 4 contains 42524 members 
Mstep: Class 5 contains 117584 members 
Mstep: Class 6 contains 30467 members 
Mstep: Class 7 contains 24329 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 6283 members 
Mstep: Class 11 contains 36298 members 
Mstep: Class 12 contains 159764 members 
Mstep: Class 13 contains 48661 members 
Mstep: Class 14 contains 21178 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 19 contains 46915 members 
Mstep: Class 20 contains 81408 members 
Mstep: Class 21 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110769520.000000 Penalty: 65159.707031
Iteration 32Q: 20 clusters Score -1.107695e+08 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 342382 members 
Mstep: Class 2 contains 20689 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 117603 members 
Mstep: Class 6 contains 30550 members 
Mstep: Class 7 contains 25467 members 
Mstep: Class 8 contains 12017 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 6462 members 
Mstep: Class 11 contains 36358 members 
Mstep: Class 12 contains 158604 members 
Mstep: Class 13 contains 49001 members 
Mstep: Class 14 contains 21152 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 19 contains 46616 members 
Mstep: Class 20 contains 80919 members 
Mstep: Class 21 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110771984.000000 Penalty: 65159.707031
Iteration 33Q: 20 clusters Score -1.10772e+08 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 341568 members 
Mstep: Class 2 contains 21409 members 
Mstep: Class 4 contains 42542 members 
Mstep: Class 5 contains 117603 members 
Mstep: Class 6 contains 30658 members 
Mstep: Class 7 contains 26720 members 
Mstep: Class 8 contains 12057 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 36383 members 
Mstep: Class 12 contains 157690 members 
Mstep: Class 13 contains 49302 members 
Mstep: Class 14 contains 21126 members 
Mstep: Class 15 contains 7464 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 19 contains 46308 members 
Mstep: Class 20 contains 80420 members 
Mstep: Class 21 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110774624.000000 Penalty: 65159.707031
Iteration 34Q: 20 clusters Score -1.107746e+08 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 340565 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 4 contains 42511 members 
Mstep: Class 5 contains 117601 members 
Mstep: Class 6 contains 30753 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 12095 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 36370 members 
Mstep: Class 12 contains 156978 members 
Mstep: Class 13 contains 49537 members 
Mstep: Class 14 contains 21105 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 19 contains 46029 members 
Mstep: Class 20 contains 79961 members 
Mstep: Class 21 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110777272.000000 Penalty: 65159.707031
Iteration 35Q: 20 clusters Score -1.107773e+08 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 339413 members 
Mstep: Class 2 contains 22652 members 
Mstep: Class 4 contains 42481 members 
Mstep: Class 5 contains 117594 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 29686 members 
Mstep: Class 8 contains 12129 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 36341 members 
Mstep: Class 12 contains 156410 members 
Mstep: Class 13 contains 49759 members 
Mstep: Class 14 contains 21088 members 
Mstep: Class 15 contains 7410 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 19 contains 45776 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110780280.000000 Penalty: 65159.707031
Iteration 36Q: 20 clusters Score -1.107803e+08 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 338131 members 
Mstep: Class 2 contains 22812 members 
Mstep: Class 4 contains 42438 members 
Mstep: Class 5 contains 117604 members 
Mstep: Class 6 contains 30892 members 
Mstep: Class 7 contains 31319 members 
Mstep: Class 8 contains 12156 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 36281 members 
Mstep: Class 12 contains 155908 members 
Mstep: Class 13 contains 49974 members 
Mstep: Class 14 contains 21075 members 
Mstep: Class 15 contains 7351 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 19 contains 45546 members 
Mstep: Class 20 contains 79559 members 
Mstep: Class 21 contains 3162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110783336.000000 Penalty: 65159.707031
Iteration 37Q: 20 clusters Score -1.107833e+08 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 337045 members 
Mstep: Class 2 contains 22667 members 
Mstep: Class 4 contains 42360 members 
Mstep: Class 5 contains 117618 members 
Mstep: Class 6 contains 30958 members 
Mstep: Class 7 contains 32904 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 36233 members 
Mstep: Class 12 contains 155422 members 
Mstep: Class 13 contains 50180 members 
Mstep: Class 14 contains 21061 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 79774 members 
Mstep: Class 21 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110785552.000000 Penalty: 65159.707031
Iteration 38Q: 20 clusters Score -1.107856e+08 nChanged 6958
Entering ConstructFrom: 
Score: -110785552.000000 Penalty: 65159.707031
Entering ConstructFrom: 
Trying to split cluster 1 (336282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336282 members 
Entering Unmasked Estep 
Score: -37806312.000000 Penalty: 3155.974854
	Iteration 0F: 2 clusters Score -3.780631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -37602592.000000 Penalty: 6311.949707
	Iteration 0F: 3 clusters Score -3.760259e+07 nChanged 163654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -37701192.000000 Penalty: 6311.949707
	Iteration 1F: 3 clusters Score -3.770119e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -37704408.000000 Penalty: 6311.949707
	Iteration 2Q: 3 clusters Score -3.770441e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -37708856.000000 Penalty: 6311.949707
	Iteration 3Q: 3 clusters Score -3.770886e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 161641 members 
Entering Unmasked Estep 
Score: -37714800.000000 Penalty: 6311.949707
	Iteration 4Q: 3 clusters Score -3.77148e+07 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180265 members 
Mstep: Class 2 contains 156017 members 
Entering Unmasked Estep 
Score: -37721452.000000 Penalty: 6311.949707
	Iteration 5Q: 3 clusters Score -3.772145e+07 nChanged 17696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188627 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -37730080.000000 Penalty: 6311.949707
	Iteration 6F: 3 clusters Score -3.773008e+07 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199920 members 
Mstep: Class 2 contains 136362 members 
Entering Unmasked Estep 
Score: -37742768.000000 Penalty: 6311.949707
	Iteration 7F: 3 clusters Score -3.774277e+07 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212752 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -37758488.000000 Penalty: 6311.949707
	Iteration 8F: 3 clusters Score -3.775849e+07 nChanged 19161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224829 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -37772720.000000 Penalty: 6311.949707
	Iteration 9F: 3 clusters Score -3.777272e+07 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235086 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -37781844.000000 Penalty: 6311.949707
	Iteration 10Q: 3 clusters Score -3.778184e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244164 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -37787060.000000 Penalty: 6311.949707
	Iteration 11Q: 3 clusters Score -3.778706e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252466 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -37790564.000000 Penalty: 6311.949707
	Iteration 12Q: 3 clusters Score -3.779056e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260760 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -37794180.000000 Penalty: 6311.949707
	Iteration 13Q: 3 clusters Score -3.779418e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268985 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -37797992.000000 Penalty: 6311.949707
	Iteration 14Q: 3 clusters Score -3.779799e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277121 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -37801564.000000 Penalty: 6311.949707
	Iteration 15Q: 3 clusters Score -3.780156e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285085 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -37805192.000000 Penalty: 6311.949707
	Iteration 16Q: 3 clusters Score -3.780519e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292677 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -37807980.000000 Penalty: 6311.949707
	Iteration 17Q: 3 clusters Score -3.780798e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299697 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -37810512.000000 Penalty: 6311.949707
	Iteration 18Q: 3 clusters Score -3.781051e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305838 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -37811952.000000 Penalty: 6311.949707
	Iteration 19Q: 3 clusters Score -3.781195e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310988 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -37813032.000000 Penalty: 6311.949707
	Iteration 20F: 3 clusters Score -3.781303e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315112 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -37813580.000000 Penalty: 6311.949707
	Iteration 21Q: 3 clusters Score -3.781358e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318277 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -37813820.000000 Penalty: 6311.949707
	Iteration 22Q: 3 clusters Score -3.781382e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320671 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -37813632.000000 Penalty: 6311.949707
	Iteration 23Q: 3 clusters Score -3.781363e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322520 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -37813392.000000 Penalty: 6311.949707
	Iteration 24Q: 3 clusters Score -3.781339e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323917 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -37813156.000000 Penalty: 6311.949707
	Iteration 25Q: 3 clusters Score -3.781316e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324998 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -37812896.000000 Penalty: 6311.949707
	Iteration 26Q: 3 clusters Score -3.78129e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325806 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -37812748.000000 Penalty: 6311.949707
	Iteration 27Q: 3 clusters Score -3.781275e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326460 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -37812612.000000 Penalty: 6311.949707
	Iteration 28Q: 3 clusters Score -3.781261e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326964 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -37812544.000000 Penalty: 6311.949707
	Iteration 29Q: 3 clusters Score -3.781254e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327354 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -37812392.000000 Penalty: 6311.949707
	Iteration 30Q: 3 clusters Score -3.781239e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327678 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -37812364.000000 Penalty: 6311.949707
	Iteration 31Q: 3 clusters Score -3.781236e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327951 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -37812172.000000 Penalty: 6311.949707
	Iteration 32Q: 3 clusters Score -3.781217e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328191 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -37812076.000000 Penalty: 6311.949707
	Iteration 33Q: 3 clusters Score -3.781208e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328398 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -37811924.000000 Penalty: 6311.949707
	Iteration 34Q: 3 clusters Score -3.781192e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328591 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -37811884.000000 Penalty: 6311.949707
	Iteration 35Q: 3 clusters Score -3.781188e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328771 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -37811892.000000 Penalty: 6311.949707
	Iteration 36Q: 3 clusters Score -3.781189e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328941 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -37811860.000000 Penalty: 6311.949707
	Iteration 37Q: 3 clusters Score -3.781186e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329082 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -37811924.000000 Penalty: 6311.949707
	Iteration 38Q: 3 clusters Score -3.781192e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329215 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -37811948.000000 Penalty: 6311.949707
	Iteration 39Q: 3 clusters Score -3.781195e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329350 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -37812056.000000 Penalty: 6311.949707
	Iteration 40F: 3 clusters Score -3.781206e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329486 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -37812156.000000 Penalty: 6311.949707
	Iteration 41Q: 3 clusters Score -3.781216e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329572 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -37812308.000000 Penalty: 6311.949707
	Iteration 42Q: 3 clusters Score -3.781231e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329612 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -37812456.000000 Penalty: 6311.949707
	Iteration 43Q: 3 clusters Score -3.781246e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329605 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -37812556.000000 Penalty: 6311.949707
	Iteration 44Q: 3 clusters Score -3.781256e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329590 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -37812604.000000 Penalty: 6311.949707
	Iteration 45Q: 3 clusters Score -3.78126e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329600 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -37812668.000000 Penalty: 6311.949707
	Iteration 46Q: 3 clusters Score -3.781267e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329561 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -37812692.000000 Penalty: 6311.949707
	Iteration 47Q: 3 clusters Score -3.781269e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329524 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -37812764.000000 Penalty: 6311.949707
	Iteration 48Q: 3 clusters Score -3.781276e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329504 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -37812784.000000 Penalty: 6311.949707
	Iteration 49Q: 3 clusters Score -3.781278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329481 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -37812804.000000 Penalty: 6311.949707
	Iteration 50Q: 3 clusters Score -3.78128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329467 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -37812824.000000 Penalty: 6311.949707
	Iteration 51Q: 3 clusters Score -3.781282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329456 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -37812836.000000 Penalty: 6311.949707
	Iteration 52Q: 3 clusters Score -3.781284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329447 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -37812860.000000 Penalty: 6311.949707
	Iteration 53Q: 3 clusters Score -3.781286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329443 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -37812880.000000 Penalty: 6311.949707
	Iteration 54Q: 3 clusters Score -3.781288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329433 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -37812896.000000 Penalty: 6311.949707
	Iteration 55Q: 3 clusters Score -3.78129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329430 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -37812892.000000 Penalty: 6311.949707
	Iteration 56Q: 3 clusters Score -3.781289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329429 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -37812876.000000 Penalty: 6311.949707
	Iteration 57Q: 3 clusters Score -3.781288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329428 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -37812872.000000 Penalty: 6311.949707
	Iteration 58Q: 3 clusters Score -3.781287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329428 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -37812872.000000 Penalty: 6311.949707
	Iteration 59Q: 3 clusters Score -3.781287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329429 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -37812872.000000 Penalty: 6311.949707
	Iteration 60F: 3 clusters Score -3.781287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329430 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -37812868.000000 Penalty: 6311.949707
	Iteration 61Q: 3 clusters Score -3.781287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329427 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -37812872.000000 Penalty: 6311.949707
	Iteration 62Q: 3 clusters Score -3.781287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329427 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -37812868.000000 Penalty: 6311.949707
	Iteration 63Q: 3 clusters Score -3.781287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329426 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -37812896.000000 Penalty: 6311.949707
	Iteration 64Q: 3 clusters Score -3.78129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329424 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -37812864.000000 Penalty: 6311.949707
	Iteration 65Q: 3 clusters Score -3.781286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329422 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -37812884.000000 Penalty: 6311.949707
	Iteration 66Q: 3 clusters Score -3.781288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329421 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -37812868.000000 Penalty: 6311.949707
	Iteration 67Q: 3 clusters Score -3.781287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329419 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -37812888.000000 Penalty: 6311.949707
	Iteration 68Q: 3 clusters Score -3.781289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -37812896.000000 Penalty: 6311.949707
	Iteration 69Q: 3 clusters Score -3.78129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -37812896.000000 Penalty: 6311.949707
	Iteration 70F: 3 clusters Score -3.78129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 31005 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 154892 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 21053 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Entering Unmasked Estep 
Score: -110793088.000000 Penalty: 68589.164062
Splitting cluster 1 changes total score from -110785552.000000 to -110793088.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (22205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Entering Unmasked Estep 
Score: -2416052.250000 Penalty: 2482.001953
	Iteration 0F: 2 clusters Score -2416052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2400514.250000 Penalty: 4964.003906
	Iteration 0F: 3 clusters Score -2400514 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2406997.250000 Penalty: 4964.003906
	Iteration 1F: 3 clusters Score -2406997 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2410636.000000 Penalty: 4964.003906
	Iteration 2F: 3 clusters Score -2410636 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2415614.000000 Penalty: 4964.003906
	Iteration 3F: 3 clusters Score -2415614 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2417995.250000 Penalty: 4964.003906
	Iteration 4F: 3 clusters Score -2417995 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2419360.500000 Penalty: 4964.003906
	Iteration 5F: 3 clusters Score -2419360 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2420567.000000 Penalty: 4964.003906
	Iteration 6F: 3 clusters Score -2420567 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2421673.250000 Penalty: 4964.003906
	Iteration 7Q: 3 clusters Score -2421673 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2422601.000000 Penalty: 4964.003906
	Iteration 8Q: 3 clusters Score -2422601 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2423113.750000 Penalty: 4964.003906
	Iteration 9Q: 3 clusters Score -2423114 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2423318.250000 Penalty: 4964.003906
	Iteration 10Q: 3 clusters Score -2423318 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2423402.750000 Penalty: 4964.003906
	Iteration 11Q: 3 clusters Score -2423403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2423434.250000 Penalty: 4964.003906
	Iteration 12Q: 3 clusters Score -2423434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2423446.750000 Penalty: 4964.003906
	Iteration 13Q: 3 clusters Score -2423447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2423449.500000 Penalty: 4964.003906
	Iteration 14Q: 3 clusters Score -2423450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2423460.000000 Penalty: 4964.003906
	Iteration 15Q: 3 clusters Score -2423460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2423464.000000 Penalty: 4964.003906
	Iteration 16Q: 3 clusters Score -2423464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2423466.500000 Penalty: 4964.003906
	Iteration 17Q: 3 clusters Score -2423466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2423459.500000 Penalty: 4964.003906
	Iteration 18Q: 3 clusters Score -2423460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2423461.750000 Penalty: 4964.003906
	Iteration 19Q: 3 clusters Score -2423462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2423466.250000 Penalty: 4964.003906
	Iteration 20F: 3 clusters Score -2423466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2423461.750000 Penalty: 4964.003906
	Iteration 21Q: 3 clusters Score -2423462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2423463.500000 Penalty: 4964.003906
	Iteration 22Q: 3 clusters Score -2423464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2423464.000000 Penalty: 4964.003906
	Iteration 23Q: 3 clusters Score -2423464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2423466.000000 Penalty: 4964.003906
	Iteration 24Q: 3 clusters Score -2423466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2423463.500000 Penalty: 4964.003906
	Iteration 25Q: 3 clusters Score -2423464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2423463.500000 Penalty: 4964.003906
	Iteration 26Q: 3 clusters Score -2423464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2423460.000000 Penalty: 4964.003906
	Iteration 27Q: 3 clusters Score -2423460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2423460.500000 Penalty: 4964.003906
	Iteration 28Q: 3 clusters Score -2423460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2423463.250000 Penalty: 4964.003906
	Iteration 29Q: 3 clusters Score -2423463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2423469.750000 Penalty: 4964.003906
	Iteration 30Q: 3 clusters Score -2423470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2423471.000000 Penalty: 4964.003906
	Iteration 31Q: 3 clusters Score -2423471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2423475.250000 Penalty: 4964.003906
	Iteration 32Q: 3 clusters Score -2423475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2423471.750000 Penalty: 4964.003906
	Iteration 33Q: 3 clusters Score -2423472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2423473.000000 Penalty: 4964.003906
	Iteration 34Q: 3 clusters Score -2423473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2423473.000000 Penalty: 4964.003906
	Iteration 35F: 3 clusters Score -2423473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 31005 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 154892 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 21053 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Entering Unmasked Estep 
Score: -110799288.000000 Penalty: 72018.625000
Splitting cluster 2 changes total score from -110785552.000000 to -110799288.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (42321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Entering Unmasked Estep 
Score: -4348305.500000 Penalty: 2641.953613
	Iteration 0F: 2 clusters Score -4348306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4319690.500000 Penalty: 5283.907227
	Iteration 0F: 3 clusters Score -4319690 nChanged 19434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -4330845.500000 Penalty: 5283.907227
	Iteration 1F: 3 clusters Score -4330846 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4331884.500000 Penalty: 5283.907227
	Iteration 2F: 3 clusters Score -4331884 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4333102.500000 Penalty: 5283.907227
	Iteration 3F: 3 clusters Score -4333102 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4334555.000000 Penalty: 5283.907227
	Iteration 4F: 3 clusters Score -4334555 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4336056.000000 Penalty: 5283.907227
	Iteration 5F: 3 clusters Score -4336056 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4337461.000000 Penalty: 5283.907227
	Iteration 6F: 3 clusters Score -4337461 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4338699.500000 Penalty: 5283.907227
	Iteration 7F: 3 clusters Score -4338700 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -4339850.500000 Penalty: 5283.907227
	Iteration 8F: 3 clusters Score -4339850 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4340917.000000 Penalty: 5283.907227
	Iteration 9Q: 3 clusters Score -4340917 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4341836.000000 Penalty: 5283.907227
	Iteration 10Q: 3 clusters Score -4341836 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4342667.000000 Penalty: 5283.907227
	Iteration 11Q: 3 clusters Score -4342667 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4343519.500000 Penalty: 5283.907227
	Iteration 12Q: 3 clusters Score -4343520 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4344352.000000 Penalty: 5283.907227
	Iteration 13Q: 3 clusters Score -4344352 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4345103.000000 Penalty: 5283.907227
	Iteration 14Q: 3 clusters Score -4345103 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4345689.500000 Penalty: 5283.907227
	Iteration 15Q: 3 clusters Score -4345690 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4346104.000000 Penalty: 5283.907227
	Iteration 16Q: 3 clusters Score -4346104 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4346430.500000 Penalty: 5283.907227
	Iteration 17Q: 3 clusters Score -4346430 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4346654.500000 Penalty: 5283.907227
	Iteration 18Q: 3 clusters Score -4346654 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4346809.500000 Penalty: 5283.907227
	Iteration 19Q: 3 clusters Score -4346810 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4346954.000000 Penalty: 5283.907227
	Iteration 20F: 3 clusters Score -4346954 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4347094.000000 Penalty: 5283.907227
	Iteration 21Q: 3 clusters Score -4347094 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4347202.500000 Penalty: 5283.907227
	Iteration 22Q: 3 clusters Score -4347202 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4347257.500000 Penalty: 5283.907227
	Iteration 23Q: 3 clusters Score -4347258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4347316.500000 Penalty: 5283.907227
	Iteration 24Q: 3 clusters Score -4347316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4347347.500000 Penalty: 5283.907227
	Iteration 25Q: 3 clusters Score -4347348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4347375.500000 Penalty: 5283.907227
	Iteration 26Q: 3 clusters Score -4347376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4347391.000000 Penalty: 5283.907227
	Iteration 27Q: 3 clusters Score -4347391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4347405.500000 Penalty: 5283.907227
	Iteration 28Q: 3 clusters Score -4347406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4347417.000000 Penalty: 5283.907227
	Iteration 29Q: 3 clusters Score -4347417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4347433.000000 Penalty: 5283.907227
	Iteration 30Q: 3 clusters Score -4347433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4347443.000000 Penalty: 5283.907227
	Iteration 31Q: 3 clusters Score -4347443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4347460.000000 Penalty: 5283.907227
	Iteration 32Q: 3 clusters Score -4347460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4347479.000000 Penalty: 5283.907227
	Iteration 33Q: 3 clusters Score -4347479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4347480.000000 Penalty: 5283.907227
	Iteration 34Q: 3 clusters Score -4347480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4347492.000000 Penalty: 5283.907227
	Iteration 35Q: 3 clusters Score -4347492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4347489.000000 Penalty: 5283.907227
	Iteration 36Q: 3 clusters Score -4347489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4347491.500000 Penalty: 5283.907227
	Iteration 37Q: 3 clusters Score -4347492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4347491.000000 Penalty: 5283.907227
	Iteration 38Q: 3 clusters Score -4347491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4347496.000000 Penalty: 5283.907227
	Iteration 39Q: 3 clusters Score -4347496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4347510.000000 Penalty: 5283.907227
	Iteration 40F: 3 clusters Score -4347510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4347510.500000 Penalty: 5283.907227
	Iteration 41Q: 3 clusters Score -4347510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4347516.000000 Penalty: 5283.907227
	Iteration 42Q: 3 clusters Score -4347516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4347518.500000 Penalty: 5283.907227
	Iteration 43Q: 3 clusters Score -4347518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4347524.500000 Penalty: 5283.907227
	Iteration 44Q: 3 clusters Score -4347524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4347528.000000 Penalty: 5283.907227
	Iteration 45Q: 3 clusters Score -4347528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4347526.000000 Penalty: 5283.907227
	Iteration 46Q: 3 clusters Score -4347526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4347533.000000 Penalty: 5283.907227
	Iteration 47Q: 3 clusters Score -4347533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4347529.500000 Penalty: 5283.907227
	Iteration 48Q: 3 clusters Score -4347530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4347530.000000 Penalty: 5283.907227
	Iteration 49Q: 3 clusters Score -4347530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4347527.500000 Penalty: 5283.907227
	Iteration 50Q: 3 clusters Score -4347528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4347527.000000 Penalty: 5283.907227
	Iteration 51Q: 3 clusters Score -4347527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4347527.500000 Penalty: 5283.907227
	Iteration 52Q: 3 clusters Score -4347528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4347527.500000 Penalty: 5283.907227
	Iteration 53F: 3 clusters Score -4347528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117633 members 
Entering Unmasked Estep 
Score: -13256933.000000 Penalty: 2895.480469
	Iteration 0F: 2 clusters Score -1.325693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -13178407.000000 Penalty: 5790.960938
	Iteration 0F: 3 clusters Score -1.317841e+07 nChanged 55907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -13211023.000000 Penalty: 5790.960938
	Iteration 1F: 3 clusters Score -1.321102e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -13213048.000000 Penalty: 5790.960938
	Iteration 2Q: 3 clusters Score -1.321305e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -13216556.000000 Penalty: 5790.960938
	Iteration 3Q: 3 clusters Score -1.321656e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -13220828.000000 Penalty: 5790.960938
	Iteration 4F: 3 clusters Score -1.322083e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -13224748.000000 Penalty: 5790.960938
	Iteration 5F: 3 clusters Score -1.322475e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -13228174.000000 Penalty: 5790.960938
	Iteration 6F: 3 clusters Score -1.322817e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -13231217.000000 Penalty: 5790.960938
	Iteration 7F: 3 clusters Score -1.323122e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -13233868.000000 Penalty: 5790.960938
	Iteration 8Q: 3 clusters Score -1.323387e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -13236137.000000 Penalty: 5790.960938
	Iteration 9Q: 3 clusters Score -1.323614e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -13238117.000000 Penalty: 5790.960938
	Iteration 10Q: 3 clusters Score -1.323812e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -13239928.000000 Penalty: 5790.960938
	Iteration 11Q: 3 clusters Score -1.323993e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -13241481.000000 Penalty: 5790.960938
	Iteration 12Q: 3 clusters Score -1.324148e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -13242794.000000 Penalty: 5790.960938
	Iteration 13Q: 3 clusters Score -1.324279e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -13244160.000000 Penalty: 5790.960938
	Iteration 14Q: 3 clusters Score -1.324416e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -13245614.000000 Penalty: 5790.960938
	Iteration 15Q: 3 clusters Score -1.324561e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -13246884.000000 Penalty: 5790.960938
	Iteration 16Q: 3 clusters Score -1.324688e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -13247998.000000 Penalty: 5790.960938
	Iteration 17Q: 3 clusters Score -1.3248e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -13249281.000000 Penalty: 5790.960938
	Iteration 18Q: 3 clusters Score -1.324928e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -13250288.000000 Penalty: 5790.960938
	Iteration 19Q: 3 clusters Score -1.325029e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -13251224.000000 Penalty: 5790.960938
	Iteration 20F: 3 clusters Score -1.325122e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -13251969.000000 Penalty: 5790.960938
	Iteration 21Q: 3 clusters Score -1.325197e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 112356 members 
Entering Unmasked Estep 
Score: -13252540.000000 Penalty: 5790.960938
	Iteration 22Q: 3 clusters Score -1.325254e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -13253005.000000 Penalty: 5790.960938
	Iteration 23Q: 3 clusters Score -1.3253e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -13253340.000000 Penalty: 5790.960938
	Iteration 24Q: 3 clusters Score -1.325334e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 114772 members 
Entering Unmasked Estep 
Score: -13253611.000000 Penalty: 5790.960938
	Iteration 25Q: 3 clusters Score -1.325361e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -13253823.000000 Penalty: 5790.960938
	Iteration 26Q: 3 clusters Score -1.325382e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -13253962.000000 Penalty: 5790.960938
	Iteration 27Q: 3 clusters Score -1.325396e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -13254065.000000 Penalty: 5790.960938
	Iteration 28Q: 3 clusters Score -1.325406e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -13254137.000000 Penalty: 5790.960938
	Iteration 29Q: 3 clusters Score -1.325414e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -13254182.000000 Penalty: 5790.960938
	Iteration 30Q: 3 clusters Score -1.325418e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 116203 members 
Entering Unmasked Estep 
Score: -13254234.000000 Penalty: 5790.960938
	Iteration 31Q: 3 clusters Score -1.325423e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -13254290.000000 Penalty: 5790.960938
	Iteration 32Q: 3 clusters Score -1.325429e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -13254354.000000 Penalty: 5790.960938
	Iteration 33Q: 3 clusters Score -1.325435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 116394 members 
Entering Unmasked Estep 
Score: -13254387.000000 Penalty: 5790.960938
	Iteration 34Q: 3 clusters Score -1.325439e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -13254422.000000 Penalty: 5790.960938
	Iteration 35Q: 3 clusters Score -1.325442e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -13254439.000000 Penalty: 5790.960938
	Iteration 36Q: 3 clusters Score -1.325444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -13254460.000000 Penalty: 5790.960938
	Iteration 37Q: 3 clusters Score -1.325446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -13254475.000000 Penalty: 5790.960938
	Iteration 38Q: 3 clusters Score -1.325448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -13254488.000000 Penalty: 5790.960938
	Iteration 39Q: 3 clusters Score -1.325449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 116603 members 
Entering Unmasked Estep 
Score: -13254497.000000 Penalty: 5790.960938
	Iteration 40F: 3 clusters Score -1.32545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 116613 members 
Entering Unmasked Estep 
Score: -13254506.000000 Penalty: 5790.960938
	Iteration 41Q: 3 clusters Score -1.325451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -13254516.000000 Penalty: 5790.960938
	Iteration 42Q: 3 clusters Score -1.325452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -13254527.000000 Penalty: 5790.960938
	Iteration 43Q: 3 clusters Score -1.325453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -13254541.000000 Penalty: 5790.960938
	Iteration 44Q: 3 clusters Score -1.325454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -13254544.000000 Penalty: 5790.960938
	Iteration 45Q: 3 clusters Score -1.325454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -13254563.000000 Penalty: 5790.960938
	Iteration 46Q: 3 clusters Score -1.325456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 116686 members 
Entering Unmasked Estep 
Score: -13254568.000000 Penalty: 5790.960938
	Iteration 47Q: 3 clusters Score -1.325457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -13254567.000000 Penalty: 5790.960938
	Iteration 48Q: 3 clusters Score -1.325457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -13254570.000000 Penalty: 5790.960938
	Iteration 49Q: 3 clusters Score -1.325457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -13254568.000000 Penalty: 5790.960938
	Iteration 50Q: 3 clusters Score -1.325457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -13254569.000000 Penalty: 5790.960938
	Iteration 51Q: 3 clusters Score -1.325457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -13254573.000000 Penalty: 5790.960938
	Iteration 52Q: 3 clusters Score -1.325457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -13254571.000000 Penalty: 5790.960938
	Iteration 53Q: 3 clusters Score -1.325457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -13254559.000000 Penalty: 5790.960938
	Iteration 54Q: 3 clusters Score -1.325456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -13254559.000000 Penalty: 5790.960938
	Iteration 55F: 3 clusters Score -1.325456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Entering Unmasked Estep 
Score: -3411507.500000 Penalty: 2564.791992
	Iteration 0F: 2 clusters Score -3411508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3390309.750000 Penalty: 5129.583984
	Iteration 0F: 3 clusters Score -3390310 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3398248.750000 Penalty: 5129.583984
	Iteration 1F: 3 clusters Score -3398249 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3399352.250000 Penalty: 5129.583984
	Iteration 2F: 3 clusters Score -3399352 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3400910.250000 Penalty: 5129.583984
	Iteration 3F: 3 clusters Score -3400910 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3403017.000000 Penalty: 5129.583984
	Iteration 4F: 3 clusters Score -3403017 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3405277.750000 Penalty: 5129.583984
	Iteration 5F: 3 clusters Score -3405278 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3407278.750000 Penalty: 5129.583984
	Iteration 6F: 3 clusters Score -3407279 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3408760.500000 Penalty: 5129.583984
	Iteration 7F: 3 clusters Score -3408760 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3410007.000000 Penalty: 5129.583984
	Iteration 8Q: 3 clusters Score -3410007 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3410929.000000 Penalty: 5129.583984
	Iteration 9Q: 3 clusters Score -3410929 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3411437.000000 Penalty: 5129.583984
	Iteration 10Q: 3 clusters Score -3411437 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3411652.750000 Penalty: 5129.583984
	Iteration 11Q: 3 clusters Score -3411653 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3411751.250000 Penalty: 5129.583984
	Iteration 12Q: 3 clusters Score -3411751 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3411800.000000 Penalty: 5129.583984
	Iteration 13Q: 3 clusters Score -3411800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3411843.500000 Penalty: 5129.583984
	Iteration 14Q: 3 clusters Score -3411844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3411866.250000 Penalty: 5129.583984
	Iteration 15Q: 3 clusters Score -3411866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3411860.750000 Penalty: 5129.583984
	Iteration 16Q: 3 clusters Score -3411861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3411869.250000 Penalty: 5129.583984
	Iteration 17Q: 3 clusters Score -3411869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3411875.000000 Penalty: 5129.583984
	Iteration 18Q: 3 clusters Score -3411875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3411878.000000 Penalty: 5129.583984
	Iteration 19Q: 3 clusters Score -3411878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3411882.500000 Penalty: 5129.583984
	Iteration 20F: 3 clusters Score -3411882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3411881.750000 Penalty: 5129.583984
	Iteration 21Q: 3 clusters Score -3411882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3411880.500000 Penalty: 5129.583984
	Iteration 22Q: 3 clusters Score -3411880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3411881.250000 Penalty: 5129.583984
	Iteration 23Q: 3 clusters Score -3411881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3411879.750000 Penalty: 5129.583984
	Iteration 24Q: 3 clusters Score -3411880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3411879.750000 Penalty: 5129.583984
	Iteration 25Q: 3 clusters Score -3411880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3411874.500000 Penalty: 5129.583984
	Iteration 26Q: 3 clusters Score -3411874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3411877.000000 Penalty: 5129.583984
	Iteration 27Q: 3 clusters Score -3411877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3411881.000000 Penalty: 5129.583984
	Iteration 28Q: 3 clusters Score -3411881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3411879.000000 Penalty: 5129.583984
	Iteration 29Q: 3 clusters Score -3411879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3411878.250000 Penalty: 5129.583984
	Iteration 30Q: 3 clusters Score -3411878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3411878.250000 Penalty: 5129.583984
	Iteration 31F: 3 clusters Score -3411878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 154892 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 21053 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Entering Unmasked Estep 
Score: -110799024.000000 Penalty: 75448.078125
Splitting cluster 6 changes total score from -110785552.000000 to -110799024.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (34356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Entering Unmasked Estep 
Score: -3841753.750000 Penalty: 2590.244141
	Iteration 0F: 2 clusters Score -3841754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3818260.250000 Penalty: 5180.488281
	Iteration 0F: 3 clusters Score -3818260 nChanged 15681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3826841.500000 Penalty: 5180.488281
	Iteration 1F: 3 clusters Score -3826842 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3827341.750000 Penalty: 5180.488281
	Iteration 2Q: 3 clusters Score -3827342 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3827836.750000 Penalty: 5180.488281
	Iteration 3Q: 3 clusters Score -3827837 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3828309.000000 Penalty: 5180.488281
	Iteration 4Q: 3 clusters Score -3828309 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3828801.000000 Penalty: 5180.488281
	Iteration 5Q: 3 clusters Score -3828801 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3829371.750000 Penalty: 5180.488281
	Iteration 6Q: 3 clusters Score -3829372 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3830085.750000 Penalty: 5180.488281
	Iteration 7Q: 3 clusters Score -3830086 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3831128.750000 Penalty: 5180.488281
	Iteration 8Q: 3 clusters Score -3831129 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3832594.750000 Penalty: 5180.488281
	Iteration 9F: 3 clusters Score -3832595 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3834559.250000 Penalty: 5180.488281
	Iteration 10F: 3 clusters Score -3834559 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3836591.000000 Penalty: 5180.488281
	Iteration 11F: 3 clusters Score -3836591 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3838045.000000 Penalty: 5180.488281
	Iteration 12F: 3 clusters Score -3838045 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3838875.500000 Penalty: 5180.488281
	Iteration 13Q: 3 clusters Score -3838876 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3839439.250000 Penalty: 5180.488281
	Iteration 14Q: 3 clusters Score -3839439 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3839811.500000 Penalty: 5180.488281
	Iteration 15Q: 3 clusters Score -3839812 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3840083.000000 Penalty: 5180.488281
	Iteration 16Q: 3 clusters Score -3840083 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3840248.500000 Penalty: 5180.488281
	Iteration 17Q: 3 clusters Score -3840248 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3840371.250000 Penalty: 5180.488281
	Iteration 18Q: 3 clusters Score -3840371 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3840443.250000 Penalty: 5180.488281
	Iteration 19Q: 3 clusters Score -3840443 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3840486.250000 Penalty: 5180.488281
	Iteration 20F: 3 clusters Score -3840486 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3840502.750000 Penalty: 5180.488281
	Iteration 21Q: 3 clusters Score -3840503 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3840528.750000 Penalty: 5180.488281
	Iteration 22Q: 3 clusters Score -3840529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3840560.250000 Penalty: 5180.488281
	Iteration 23Q: 3 clusters Score -3840560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3840590.750000 Penalty: 5180.488281
	Iteration 24Q: 3 clusters Score -3840591 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3840597.750000 Penalty: 5180.488281
	Iteration 25Q: 3 clusters Score -3840598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3840613.500000 Penalty: 5180.488281
	Iteration 26Q: 3 clusters Score -3840614 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3840654.000000 Penalty: 5180.488281
	Iteration 27Q: 3 clusters Score -3840654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3840676.250000 Penalty: 5180.488281
	Iteration 28Q: 3 clusters Score -3840676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3840691.250000 Penalty: 5180.488281
	Iteration 29Q: 3 clusters Score -3840691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3840715.750000 Penalty: 5180.488281
	Iteration 30Q: 3 clusters Score -3840716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3840732.000000 Penalty: 5180.488281
	Iteration 31Q: 3 clusters Score -3840732 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3840760.750000 Penalty: 5180.488281
	Iteration 32Q: 3 clusters Score -3840761 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3840780.250000 Penalty: 5180.488281
	Iteration 33Q: 3 clusters Score -3840780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3840806.750000 Penalty: 5180.488281
	Iteration 34Q: 3 clusters Score -3840807 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3840808.500000 Penalty: 5180.488281
	Iteration 35Q: 3 clusters Score -3840808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3840824.000000 Penalty: 5180.488281
	Iteration 36Q: 3 clusters Score -3840824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3840845.500000 Penalty: 5180.488281
	Iteration 37Q: 3 clusters Score -3840846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3840853.500000 Penalty: 5180.488281
	Iteration 38Q: 3 clusters Score -3840854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3840838.000000 Penalty: 5180.488281
	Iteration 39Q: 3 clusters Score -3840838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3840857.250000 Penalty: 5180.488281
	Iteration 40F: 3 clusters Score -3840857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3840868.250000 Penalty: 5180.488281
	Iteration 41Q: 3 clusters Score -3840868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3840866.500000 Penalty: 5180.488281
	Iteration 42Q: 3 clusters Score -3840866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3840886.250000 Penalty: 5180.488281
	Iteration 43Q: 3 clusters Score -3840886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3840892.000000 Penalty: 5180.488281
	Iteration 44Q: 3 clusters Score -3840892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3840890.250000 Penalty: 5180.488281
	Iteration 45Q: 3 clusters Score -3840890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3840906.000000 Penalty: 5180.488281
	Iteration 46Q: 3 clusters Score -3840906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3840908.750000 Penalty: 5180.488281
	Iteration 47Q: 3 clusters Score -3840909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3840899.250000 Penalty: 5180.488281
	Iteration 48Q: 3 clusters Score -3840899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3840904.750000 Penalty: 5180.488281
	Iteration 49Q: 3 clusters Score -3840905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3840911.750000 Penalty: 5180.488281
	Iteration 50Q: 3 clusters Score -3840912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3840909.250000 Penalty: 5180.488281
	Iteration 51Q: 3 clusters Score -3840909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3840916.750000 Penalty: 5180.488281
	Iteration 52Q: 3 clusters Score -3840917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3840916.500000 Penalty: 5180.488281
	Iteration 53Q: 3 clusters Score -3840916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3840919.250000 Penalty: 5180.488281
	Iteration 54Q: 3 clusters Score -3840919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3840920.000000 Penalty: 5180.488281
	Iteration 55Q: 3 clusters Score -3840920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3840919.750000 Penalty: 5180.488281
	Iteration 56Q: 3 clusters Score -3840920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3840909.250000 Penalty: 5180.488281
	Iteration 57Q: 3 clusters Score -3840909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3840911.250000 Penalty: 5180.488281
	Iteration 58Q: 3 clusters Score -3840911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3840914.250000 Penalty: 5180.488281
	Iteration 59Q: 3 clusters Score -3840914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3840919.000000 Penalty: 5180.488281
	Iteration 60F: 3 clusters Score -3840919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3840925.500000 Penalty: 5180.488281
	Iteration 61Q: 3 clusters Score -3840926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3840924.250000 Penalty: 5180.488281
	Iteration 62Q: 3 clusters Score -3840924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3840918.250000 Penalty: 5180.488281
	Iteration 63Q: 3 clusters Score -3840918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3840910.500000 Penalty: 5180.488281
	Iteration 64Q: 3 clusters Score -3840910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3840905.750000 Penalty: 5180.488281
	Iteration 65Q: 3 clusters Score -3840906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3840908.500000 Penalty: 5180.488281
	Iteration 66Q: 3 clusters Score -3840908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3840901.000000 Penalty: 5180.488281
	Iteration 67Q: 3 clusters Score -3840901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3840905.000000 Penalty: 5180.488281
	Iteration 68Q: 3 clusters Score -3840905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3840907.500000 Penalty: 5180.488281
	Iteration 69Q: 3 clusters Score -3840908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3840908.500000 Penalty: 5180.488281
	Iteration 70Q: 3 clusters Score -3840908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3840913.750000 Penalty: 5180.488281
	Iteration 71Q: 3 clusters Score -3840914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3840911.000000 Penalty: 5180.488281
	Iteration 72Q: 3 clusters Score -3840911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3840912.250000 Penalty: 5180.488281
	Iteration 73Q: 3 clusters Score -3840912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3840910.000000 Penalty: 5180.488281
	Iteration 74Q: 3 clusters Score -3840910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3840910.000000 Penalty: 5180.488281
	Iteration 75F: 3 clusters Score -3840910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Entering Unmasked Estep 
Score: -1359800.375000 Penalty: 2333.581055
	Iteration 0F: 2 clusters Score -1359800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1350781.625000 Penalty: 4667.162109
	Iteration 0F: 3 clusters Score -1350782 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1353660.250000 Penalty: 4667.162109
	Iteration 1F: 3 clusters Score -1353660 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1354011.375000 Penalty: 4667.162109
	Iteration 2F: 3 clusters Score -1354011 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1354248.625000 Penalty: 4667.162109
	Iteration 3Q: 3 clusters Score -1354249 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1354466.875000 Penalty: 4667.162109
	Iteration 4Q: 3 clusters Score -1354467 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1354681.875000 Penalty: 4667.162109
	Iteration 5Q: 3 clusters Score -1354682 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1354908.875000 Penalty: 4667.162109
	Iteration 6Q: 3 clusters Score -1354909 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1355184.500000 Penalty: 4667.162109
	Iteration 7Q: 3 clusters Score -1355184 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1355496.250000 Penalty: 4667.162109
	Iteration 8Q: 3 clusters Score -1355496 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1355827.375000 Penalty: 4667.162109
	Iteration 9Q: 3 clusters Score -1355827 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1356147.250000 Penalty: 4667.162109
	Iteration 10Q: 3 clusters Score -1356147 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1356465.125000 Penalty: 4667.162109
	Iteration 11Q: 3 clusters Score -1356465 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1356735.625000 Penalty: 4667.162109
	Iteration 12Q: 3 clusters Score -1356736 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1356994.750000 Penalty: 4667.162109
	Iteration 13Q: 3 clusters Score -1356995 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1357209.125000 Penalty: 4667.162109
	Iteration 14Q: 3 clusters Score -1357209 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1357430.000000 Penalty: 4667.162109
	Iteration 15Q: 3 clusters Score -1357430 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1357662.750000 Penalty: 4667.162109
	Iteration 16Q: 3 clusters Score -1357663 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1357875.250000 Penalty: 4667.162109
	Iteration 17Q: 3 clusters Score -1357875 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1358019.625000 Penalty: 4667.162109
	Iteration 18Q: 3 clusters Score -1358020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1358101.875000 Penalty: 4667.162109
	Iteration 19Q: 3 clusters Score -1358102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1358150.500000 Penalty: 4667.162109
	Iteration 20F: 3 clusters Score -1358150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1358182.875000 Penalty: 4667.162109
	Iteration 21Q: 3 clusters Score -1358183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1358204.500000 Penalty: 4667.162109
	Iteration 22Q: 3 clusters Score -1358204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1358228.625000 Penalty: 4667.162109
	Iteration 23Q: 3 clusters Score -1358229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1358250.250000 Penalty: 4667.162109
	Iteration 24Q: 3 clusters Score -1358250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1358257.500000 Penalty: 4667.162109
	Iteration 25Q: 3 clusters Score -1358258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1358264.500000 Penalty: 4667.162109
	Iteration 26Q: 3 clusters Score -1358264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1358273.875000 Penalty: 4667.162109
	Iteration 27Q: 3 clusters Score -1358274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1358277.875000 Penalty: 4667.162109
	Iteration 28Q: 3 clusters Score -1358278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1358284.000000 Penalty: 4667.162109
	Iteration 29Q: 3 clusters Score -1358284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1358282.125000 Penalty: 4667.162109
	Iteration 30Q: 3 clusters Score -1358282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1358283.500000 Penalty: 4667.162109
	Iteration 31Q: 3 clusters Score -1358284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1358285.375000 Penalty: 4667.162109
	Iteration 32Q: 3 clusters Score -1358285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1358285.750000 Penalty: 4667.162109
	Iteration 33Q: 3 clusters Score -1358286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1358287.875000 Penalty: 4667.162109
	Iteration 34Q: 3 clusters Score -1358288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1358289.250000 Penalty: 4667.162109
	Iteration 35Q: 3 clusters Score -1358289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1358290.500000 Penalty: 4667.162109
	Iteration 36Q: 3 clusters Score -1358290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1358291.000000 Penalty: 4667.162109
	Iteration 37Q: 3 clusters Score -1358291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1358294.000000 Penalty: 4667.162109
	Iteration 38Q: 3 clusters Score -1358294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1358294.125000 Penalty: 4667.162109
	Iteration 39Q: 3 clusters Score -1358294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1358293.000000 Penalty: 4667.162109
	Iteration 40F: 3 clusters Score -1358293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1358296.875000 Penalty: 4667.162109
	Iteration 41Q: 3 clusters Score -1358297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1358297.625000 Penalty: 4667.162109
	Iteration 42Q: 3 clusters Score -1358298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1358299.125000 Penalty: 4667.162109
	Iteration 43Q: 3 clusters Score -1358299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1358297.625000 Penalty: 4667.162109
	Iteration 44Q: 3 clusters Score -1358298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1358300.250000 Penalty: 4667.162109
	Iteration 45Q: 3 clusters Score -1358300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1358299.250000 Penalty: 4667.162109
	Iteration 46Q: 3 clusters Score -1358299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1358299.250000 Penalty: 4667.162109
	Iteration 47F: 3 clusters Score -1358299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -252951.531250 Penalty: 1934.947876
	Iteration 0F: 2 clusters Score -252951.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250140.921875 Penalty: 3869.895752
	Iteration 0F: 3 clusters Score -250140.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -251810.140625 Penalty: 3869.895752
	Iteration 1F: 3 clusters Score -251810.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -253879.515625 Penalty: 3869.895752
	Iteration 2F: 3 clusters Score -253879.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -255659.093750 Penalty: 3869.895752
	Iteration 3F: 3 clusters Score -255659.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -256677.828125 Penalty: 3869.895752
	Iteration 4F: 3 clusters Score -256677.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -256873.812500 Penalty: 3869.895752
	Iteration 5Q: 3 clusters Score -256873.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -256906.843750 Penalty: 3869.895752
	Iteration 6Q: 3 clusters Score -256906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -256914.531250 Penalty: 3869.895752
	Iteration 7Q: 3 clusters Score -256914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -256925.343750 Penalty: 3869.895752
	Iteration 8Q: 3 clusters Score -256925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -256930.625000 Penalty: 3869.895752
	Iteration 9Q: 3 clusters Score -256930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -256936.062500 Penalty: 3869.895752
	Iteration 10Q: 3 clusters Score -256936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -256937.890625 Penalty: 3869.895752
	Iteration 11Q: 3 clusters Score -256937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -256937.890625 Penalty: 3869.895752
	Iteration 12F: 3 clusters Score -256937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 154892 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 21053 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Entering Unmasked Estep 
Score: -110801384.000000 Penalty: 78877.539062
Splitting cluster 9 changes total score from -110785552.000000 to -110801384.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -804278.250000 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -804278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -798241.062500 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -798241.1 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -800074.812500 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -800074.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -800577.687500 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -800577.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -801158.750000 Penalty: 4418.846680
	Iteration 3F: 3 clusters Score -801158.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -801734.375000 Penalty: 4418.846680
	Iteration 4F: 3 clusters Score -801734.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -802221.500000 Penalty: 4418.846680
	Iteration 5F: 3 clusters Score -802221.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -802601.000000 Penalty: 4418.846680
	Iteration 6F: 3 clusters Score -802601 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -802880.625000 Penalty: 4418.846680
	Iteration 7Q: 3 clusters Score -802880.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -803099.875000 Penalty: 4418.846680
	Iteration 8Q: 3 clusters Score -803099.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -803270.125000 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -803270.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -803385.937500 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -803385.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -803451.187500 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -803451.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -803495.125000 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -803495.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -803521.750000 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -803521.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -803540.500000 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -803540.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -803552.437500 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -803552.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -803569.125000 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -803569.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -803581.375000 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -803581.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -803596.750000 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -803596.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -803608.562500 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -803608.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -803615.687500 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -803615.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -803620.000000 Penalty: 4418.846680
	Iteration 21Q: 3 clusters Score -803620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -803627.312500 Penalty: 4418.846680
	Iteration 22Q: 3 clusters Score -803627.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -803628.875000 Penalty: 4418.846680
	Iteration 23Q: 3 clusters Score -803628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -803634.937500 Penalty: 4418.846680
	Iteration 24Q: 3 clusters Score -803634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -803639.375000 Penalty: 4418.846680
	Iteration 25Q: 3 clusters Score -803639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -803642.437500 Penalty: 4418.846680
	Iteration 26Q: 3 clusters Score -803642.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -803645.562500 Penalty: 4418.846680
	Iteration 27Q: 3 clusters Score -803645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -803650.500000 Penalty: 4418.846680
	Iteration 28Q: 3 clusters Score -803650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -803652.875000 Penalty: 4418.846680
	Iteration 29Q: 3 clusters Score -803652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -803652.937500 Penalty: 4418.846680
	Iteration 30Q: 3 clusters Score -803652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -803653.562500 Penalty: 4418.846680
	Iteration 31Q: 3 clusters Score -803653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -803652.875000 Penalty: 4418.846680
	Iteration 32Q: 3 clusters Score -803652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -803652.875000 Penalty: 4418.846680
	Iteration 33F: 3 clusters Score -803652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -4083522.000000 Penalty: 2603.059082
	Iteration 0F: 2 clusters Score -4083522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4059141.500000 Penalty: 5206.118164
	Iteration 0F: 3 clusters Score -4059142 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4068184.750000 Penalty: 5206.118164
	Iteration 1F: 3 clusters Score -4068185 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4068726.750000 Penalty: 5206.118164
	Iteration 2Q: 3 clusters Score -4068727 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4069232.000000 Penalty: 5206.118164
	Iteration 3Q: 3 clusters Score -4069232 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4069858.750000 Penalty: 5206.118164
	Iteration 4Q: 3 clusters Score -4069859 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4070680.500000 Penalty: 5206.118164
	Iteration 5Q: 3 clusters Score -4070680 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4071777.000000 Penalty: 5206.118164
	Iteration 6F: 3 clusters Score -4071777 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4073304.500000 Penalty: 5206.118164
	Iteration 7F: 3 clusters Score -4073304 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4075369.500000 Penalty: 5206.118164
	Iteration 8F: 3 clusters Score -4075370 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4077559.500000 Penalty: 5206.118164
	Iteration 9F: 3 clusters Score -4077560 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4079484.250000 Penalty: 5206.118164
	Iteration 10F: 3 clusters Score -4079484 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4080729.500000 Penalty: 5206.118164
	Iteration 11Q: 3 clusters Score -4080730 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4081346.000000 Penalty: 5206.118164
	Iteration 12Q: 3 clusters Score -4081346 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4081593.500000 Penalty: 5206.118164
	Iteration 13Q: 3 clusters Score -4081594 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4081701.750000 Penalty: 5206.118164
	Iteration 14Q: 3 clusters Score -4081702 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4081751.750000 Penalty: 5206.118164
	Iteration 15Q: 3 clusters Score -4081752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4081770.250000 Penalty: 5206.118164
	Iteration 16Q: 3 clusters Score -4081770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4081786.750000 Penalty: 5206.118164
	Iteration 17Q: 3 clusters Score -4081787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4081792.750000 Penalty: 5206.118164
	Iteration 18Q: 3 clusters Score -4081793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4081808.250000 Penalty: 5206.118164
	Iteration 19Q: 3 clusters Score -4081808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4081803.250000 Penalty: 5206.118164
	Iteration 20F: 3 clusters Score -4081803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4081802.500000 Penalty: 5206.118164
	Iteration 21Q: 3 clusters Score -4081802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4081810.250000 Penalty: 5206.118164
	Iteration 22Q: 3 clusters Score -4081810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4081816.000000 Penalty: 5206.118164
	Iteration 23Q: 3 clusters Score -4081816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4081816.750000 Penalty: 5206.118164
	Iteration 24Q: 3 clusters Score -4081817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4081818.250000 Penalty: 5206.118164
	Iteration 25Q: 3 clusters Score -4081818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4081821.750000 Penalty: 5206.118164
	Iteration 26Q: 3 clusters Score -4081822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4081819.750000 Penalty: 5206.118164
	Iteration 27Q: 3 clusters Score -4081820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4081826.500000 Penalty: 5206.118164
	Iteration 28Q: 3 clusters Score -4081826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4081828.500000 Penalty: 5206.118164
	Iteration 29Q: 3 clusters Score -4081828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4081825.000000 Penalty: 5206.118164
	Iteration 30Q: 3 clusters Score -4081825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4081829.000000 Penalty: 5206.118164
	Iteration 31Q: 3 clusters Score -4081829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4081825.500000 Penalty: 5206.118164
	Iteration 32Q: 3 clusters Score -4081826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4081826.250000 Penalty: 5206.118164
	Iteration 33Q: 3 clusters Score -4081826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4081828.250000 Penalty: 5206.118164
	Iteration 34Q: 3 clusters Score -4081828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4081830.000000 Penalty: 5206.118164
	Iteration 35Q: 3 clusters Score -4081830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4081832.000000 Penalty: 5206.118164
	Iteration 36Q: 3 clusters Score -4081832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4081829.250000 Penalty: 5206.118164
	Iteration 37Q: 3 clusters Score -4081829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4081830.500000 Penalty: 5206.118164
	Iteration 38Q: 3 clusters Score -4081830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4081831.000000 Penalty: 5206.118164
	Iteration 39Q: 3 clusters Score -4081831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4081832.250000 Penalty: 5206.118164
	Iteration 40F: 3 clusters Score -4081832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4081835.000000 Penalty: 5206.118164
	Iteration 41Q: 3 clusters Score -4081835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4081835.000000 Penalty: 5206.118164
	Iteration 42F: 3 clusters Score -4081835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (154892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Entering Unmasked Estep 
Score: -17496288.000000 Penalty: 2963.719971
	Iteration 0F: 2 clusters Score -1.749629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -17392626.000000 Penalty: 5927.439941
	Iteration 0F: 3 clusters Score -1.739263e+07 nChanged 74129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -17436258.000000 Penalty: 5927.439941
	Iteration 1F: 3 clusters Score -1.743626e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -17438308.000000 Penalty: 5927.439941
	Iteration 2Q: 3 clusters Score -1.743831e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -17441364.000000 Penalty: 5927.439941
	Iteration 3Q: 3 clusters Score -1.744136e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -17446474.000000 Penalty: 5927.439941
	Iteration 4F: 3 clusters Score -1.744647e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -17454544.000000 Penalty: 5927.439941
	Iteration 5F: 3 clusters Score -1.745454e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 102699 members 
Entering Unmasked Estep 
Score: -17465784.000000 Penalty: 5927.439941
	Iteration 6F: 3 clusters Score -1.746578e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -17476494.000000 Penalty: 5927.439941
	Iteration 7F: 3 clusters Score -1.747649e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -17482992.000000 Penalty: 5927.439941
	Iteration 8F: 3 clusters Score -1.748299e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 114238 members 
Entering Unmasked Estep 
Score: -17486646.000000 Penalty: 5927.439941
	Iteration 9Q: 3 clusters Score -1.748665e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -17488264.000000 Penalty: 5927.439941
	Iteration 10Q: 3 clusters Score -1.748826e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 117150 members 
Entering Unmasked Estep 
Score: -17489206.000000 Penalty: 5927.439941
	Iteration 11Q: 3 clusters Score -1.748921e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 118442 members 
Entering Unmasked Estep 
Score: -17489926.000000 Penalty: 5927.439941
	Iteration 12Q: 3 clusters Score -1.748993e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -17490574.000000 Penalty: 5927.439941
	Iteration 13Q: 3 clusters Score -1.749057e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -17491106.000000 Penalty: 5927.439941
	Iteration 14Q: 3 clusters Score -1.749111e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 122125 members 
Entering Unmasked Estep 
Score: -17491664.000000 Penalty: 5927.439941
	Iteration 15Q: 3 clusters Score -1.749166e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -17492216.000000 Penalty: 5927.439941
	Iteration 16Q: 3 clusters Score -1.749222e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -17492730.000000 Penalty: 5927.439941
	Iteration 17Q: 3 clusters Score -1.749273e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
Score: -17493330.000000 Penalty: 5927.439941
	Iteration 18Q: 3 clusters Score -1.749333e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
Score: -17493828.000000 Penalty: 5927.439941
	Iteration 19Q: 3 clusters Score -1.749383e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 128436 members 
Entering Unmasked Estep 
Score: -17494292.000000 Penalty: 5927.439941
	Iteration 20F: 3 clusters Score -1.749429e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -17494544.000000 Penalty: 5927.439941
	Iteration 21Q: 3 clusters Score -1.749454e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -17494858.000000 Penalty: 5927.439941
	Iteration 22Q: 3 clusters Score -1.749486e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 132203 members 
Entering Unmasked Estep 
Score: -17495214.000000 Penalty: 5927.439941
	Iteration 23Q: 3 clusters Score -1.749521e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 133548 members 
Entering Unmasked Estep 
Score: -17495550.000000 Penalty: 5927.439941
	Iteration 24Q: 3 clusters Score -1.749555e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -17495954.000000 Penalty: 5927.439941
	Iteration 25Q: 3 clusters Score -1.749595e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -17496412.000000 Penalty: 5927.439941
	Iteration 26Q: 3 clusters Score -1.749641e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -17496980.000000 Penalty: 5927.439941
	Iteration 27Q: 3 clusters Score -1.749698e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 139352 members 
Entering Unmasked Estep 
Score: -17497632.000000 Penalty: 5927.439941
	Iteration 28Q: 3 clusters Score -1.749763e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -17498490.000000 Penalty: 5927.439941
	Iteration 29Q: 3 clusters Score -1.749849e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -17499492.000000 Penalty: 5927.439941
	Iteration 30Q: 3 clusters Score -1.749949e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 143559 members 
Entering Unmasked Estep 
Score: -17500906.000000 Penalty: 5927.439941
	Iteration 31Q: 3 clusters Score -1.750091e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 144448 members 
Entering Unmasked Estep 
Score: -17502196.000000 Penalty: 5927.439941
	Iteration 32Q: 3 clusters Score -1.75022e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -17502578.000000 Penalty: 5927.439941
	Iteration 33Q: 3 clusters Score -1.750258e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 144940 members 
Entering Unmasked Estep 
Score: -17502680.000000 Penalty: 5927.439941
	Iteration 34Q: 3 clusters Score -1.750268e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -17502680.000000 Penalty: 5927.439941
	Iteration 35Q: 3 clusters Score -1.750268e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -17502672.000000 Penalty: 5927.439941
	Iteration 36Q: 3 clusters Score -1.750267e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 145052 members 
Entering Unmasked Estep 
Score: -17502648.000000 Penalty: 5927.439941
	Iteration 37Q: 3 clusters Score -1.750265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -17502684.000000 Penalty: 5927.439941
	Iteration 38Q: 3 clusters Score -1.750268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 145064 members 
Entering Unmasked Estep 
Score: -17502668.000000 Penalty: 5927.439941
	Iteration 39Q: 3 clusters Score -1.750267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 145069 members 
Entering Unmasked Estep 
Score: -17502684.000000 Penalty: 5927.439941
	Iteration 40F: 3 clusters Score -1.750268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -17502674.000000 Penalty: 5927.439941
	Iteration 41Q: 3 clusters Score -1.750267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -17502672.000000 Penalty: 5927.439941
	Iteration 42Q: 3 clusters Score -1.750267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -17502668.000000 Penalty: 5927.439941
	Iteration 43Q: 3 clusters Score -1.750267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -17502668.000000 Penalty: 5927.439941
	Iteration 44Q: 3 clusters Score -1.750267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -17502670.000000 Penalty: 5927.439941
	Iteration 45Q: 3 clusters Score -1.750267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -17502678.000000 Penalty: 5927.439941
	Iteration 46Q: 3 clusters Score -1.750268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -17502686.000000 Penalty: 5927.439941
	Iteration 47Q: 3 clusters Score -1.750269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -17502684.000000 Penalty: 5927.439941
	Iteration 48Q: 3 clusters Score -1.750268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -17502680.000000 Penalty: 5927.439941
	Iteration 49Q: 3 clusters Score -1.750268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -17502680.000000 Penalty: 5927.439941
	Iteration 50F: 3 clusters Score -1.750268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 21053 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 145074 members 
Entering Unmasked Estep 
Score: -110806864.000000 Penalty: 82307.000000
Splitting cluster 12 changes total score from -110785552.000000 to -110806864.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (50334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Entering Unmasked Estep 
Score: -5721836.000000 Penalty: 2684.956055
	Iteration 0F: 2 clusters Score -5721836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5687992.500000 Penalty: 5369.912109
	Iteration 0F: 3 clusters Score -5687992 nChanged 23358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -5701111.000000 Penalty: 5369.912109
	Iteration 1F: 3 clusters Score -5701111 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -5701847.500000 Penalty: 5369.912109
	Iteration 2Q: 3 clusters Score -5701848 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5702609.500000 Penalty: 5369.912109
	Iteration 3Q: 3 clusters Score -5702610 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -5703449.000000 Penalty: 5369.912109
	Iteration 4Q: 3 clusters Score -5703449 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5704459.000000 Penalty: 5369.912109
	Iteration 5Q: 3 clusters Score -5704459 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5705856.500000 Penalty: 5369.912109
	Iteration 6Q: 3 clusters Score -5705856 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -5707725.500000 Penalty: 5369.912109
	Iteration 7F: 3 clusters Score -5707726 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5710280.000000 Penalty: 5369.912109
	Iteration 8F: 3 clusters Score -5710280 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5713036.000000 Penalty: 5369.912109
	Iteration 9F: 3 clusters Score -5713036 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5715066.000000 Penalty: 5369.912109
	Iteration 10F: 3 clusters Score -5715066 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5716155.000000 Penalty: 5369.912109
	Iteration 11Q: 3 clusters Score -5716155 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -5716695.500000 Penalty: 5369.912109
	Iteration 12Q: 3 clusters Score -5716696 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5716960.500000 Penalty: 5369.912109
	Iteration 13Q: 3 clusters Score -5716960 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -5717119.500000 Penalty: 5369.912109
	Iteration 14Q: 3 clusters Score -5717120 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5717267.000000 Penalty: 5369.912109
	Iteration 15Q: 3 clusters Score -5717267 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -5717332.500000 Penalty: 5369.912109
	Iteration 16Q: 3 clusters Score -5717332 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5717382.500000 Penalty: 5369.912109
	Iteration 17Q: 3 clusters Score -5717382 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5717445.500000 Penalty: 5369.912109
	Iteration 18Q: 3 clusters Score -5717446 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -5717471.500000 Penalty: 5369.912109
	Iteration 19Q: 3 clusters Score -5717472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5717488.500000 Penalty: 5369.912109
	Iteration 20F: 3 clusters Score -5717488 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -5717502.000000 Penalty: 5369.912109
	Iteration 21Q: 3 clusters Score -5717502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -5717503.500000 Penalty: 5369.912109
	Iteration 22Q: 3 clusters Score -5717504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5717523.500000 Penalty: 5369.912109
	Iteration 23Q: 3 clusters Score -5717524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5717526.500000 Penalty: 5369.912109
	Iteration 24Q: 3 clusters Score -5717526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5717553.500000 Penalty: 5369.912109
	Iteration 25Q: 3 clusters Score -5717554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5717553.000000 Penalty: 5369.912109
	Iteration 26Q: 3 clusters Score -5717553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5717566.500000 Penalty: 5369.912109
	Iteration 27Q: 3 clusters Score -5717566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5717569.000000 Penalty: 5369.912109
	Iteration 28Q: 3 clusters Score -5717569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -5717563.500000 Penalty: 5369.912109
	Iteration 29Q: 3 clusters Score -5717564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5717560.500000 Penalty: 5369.912109
	Iteration 30Q: 3 clusters Score -5717560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -5717572.000000 Penalty: 5369.912109
	Iteration 31Q: 3 clusters Score -5717572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -5717572.000000 Penalty: 5369.912109
	Iteration 32Q: 3 clusters Score -5717572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5717567.500000 Penalty: 5369.912109
	Iteration 33Q: 3 clusters Score -5717568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -5717562.000000 Penalty: 5369.912109
	Iteration 34Q: 3 clusters Score -5717562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5717567.500000 Penalty: 5369.912109
	Iteration 35Q: 3 clusters Score -5717568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5717561.000000 Penalty: 5369.912109
	Iteration 36Q: 3 clusters Score -5717561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5717556.500000 Penalty: 5369.912109
	Iteration 37Q: 3 clusters Score -5717556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5717541.500000 Penalty: 5369.912109
	Iteration 38Q: 3 clusters Score -5717542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -5717555.500000 Penalty: 5369.912109
	Iteration 39Q: 3 clusters Score -5717556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5717564.500000 Penalty: 5369.912109
	Iteration 40F: 3 clusters Score -5717564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5717566.000000 Penalty: 5369.912109
	Iteration 41Q: 3 clusters Score -5717566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -5717580.000000 Penalty: 5369.912109
	Iteration 42Q: 3 clusters Score -5717580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5717581.500000 Penalty: 5369.912109
	Iteration 43Q: 3 clusters Score -5717582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5717568.000000 Penalty: 5369.912109
	Iteration 44Q: 3 clusters Score -5717568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5717578.000000 Penalty: 5369.912109
	Iteration 45Q: 3 clusters Score -5717578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -5717564.500000 Penalty: 5369.912109
	Iteration 46Q: 3 clusters Score -5717564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -5717577.000000 Penalty: 5369.912109
	Iteration 47Q: 3 clusters Score -5717577 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5717585 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5717584 nChanged 46
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Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5717594 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5717616 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5717614 nChanged 31
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Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5717615 nChanged 33
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Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5717612 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5717600 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5717616 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5717618 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5717608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5717620 nChanged 91
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Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5717626 nChanged 92
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Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5717612 nChanged 101
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Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5717612 nChanged 103
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Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5717619 nChanged 104
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Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5717630 nChanged 111
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Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5717630 nChanged 118
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Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5717636 nChanged 128
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Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5717658 nChanged 141
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Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5717673 nChanged 165
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Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5717692 nChanged 185
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Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5717686 nChanged 204
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Mstep: Class 1 contains 22261 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5717702 nChanged 215
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Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5717720 nChanged 218
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Mstep: Class 1 contains 21844 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5717752 nChanged 231
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Mstep: Class 1 contains 21619 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5717780 nChanged 244
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Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5717818 nChanged 247
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Mstep: Class 1 contains 21136 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5717860 nChanged 239
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Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5717924 nChanged 251
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Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 29680 members 
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	Iteration 78Q: 3 clusters Score -5717950 nChanged 273
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Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 29951 members 
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	Iteration 79Q: 3 clusters Score -5718000 nChanged 259
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Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5718017 nChanged 264
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Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5718043 nChanged 267
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Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5718058 nChanged 290
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Mstep: Class 1 contains 19307 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5718092 nChanged 310
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Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5718130 nChanged 350
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Mstep: Class 1 contains 18655 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5718184 nChanged 361
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Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 32032 members 
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	Iteration 86Q: 3 clusters Score -5718254 nChanged 335
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Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5718310 nChanged 356
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Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5718334 nChanged 318
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Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5718407 nChanged 344
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Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5718456 nChanged 333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5718532 nChanged 315
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Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5718565 nChanged 289
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Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5718616 nChanged 269
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Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5718632 nChanged 267
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Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5718704 nChanged 257
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Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5718746 nChanged 245
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Mstep: Class 1 contains 15022 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5718790 nChanged 212
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Mstep: Class 1 contains 14812 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5718811 nChanged 198
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Mstep: Class 1 contains 14616 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5718844 nChanged 188
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Mstep: Class 1 contains 14430 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5718869 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5718864 nChanged 204
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Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5718886 nChanged 151
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Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5718916 nChanged 173
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Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5718920 nChanged 158
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Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5718949 nChanged 144
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Mstep: Class 1 contains 13416 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5718958 nChanged 138
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Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5718958 nChanged 128
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Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5718964 nChanged 108
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Mstep: Class 1 contains 13044 members 
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	Iteration 109Q: 3 clusters Score -5718974 nChanged 102
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Mstep: Class 1 contains 12942 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5718998 nChanged 95
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Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5718999 nChanged 88
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Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5719004 nChanged 86
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Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5719032.500000 Penalty: 5369.912109
	Iteration 113Q: 3 clusters Score -5719032 nChanged 91
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Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5719050 nChanged 80
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Mstep: Class 1 contains 12504 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5719048 nChanged 74
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5719052 nChanged 71
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Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5719061.500000 Penalty: 5369.912109
	Iteration 117Q: 3 clusters Score -5719062 nChanged 78
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Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5719059 nChanged 69
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Mstep: Class 1 contains 12216 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5719058 nChanged 64
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Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5719062 nChanged 52
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Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5719056 nChanged 39
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Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5719070 nChanged 32
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Mstep: Class 1 contains 12029 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5719064 nChanged 25
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Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5719051 nChanged 19
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Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5719058 nChanged 25
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Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5719063 nChanged 24
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Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5719070 nChanged 17
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Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5719065 nChanged 24
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Mstep: Class 1 contains 11895 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5719072 nChanged 20
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Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5719071 nChanged 19
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Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5719076 nChanged 16
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5719076 nChanged 21
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5719080 nChanged 18
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5719088 nChanged 18
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5719083 nChanged 20
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5719093 nChanged 21
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5719102 nChanged 21
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5719102 nChanged 22
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Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5719087 nChanged 15
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Entering Unmasked Estep 
Score: -5719095.500000 Penalty: 5369.912109
	Iteration 140F: 3 clusters Score -5719096 nChanged 17
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Entering Unmasked Estep 
Score: -5719100.500000 Penalty: 5369.912109
	Iteration 141Q: 3 clusters Score -5719100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -5719088.500000 Penalty: 5369.912109
	Iteration 142Q: 3 clusters Score -5719088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5719087.000000 Penalty: 5369.912109
	Iteration 143Q: 3 clusters Score -5719087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5719084.500000 Penalty: 5369.912109
	Iteration 144Q: 3 clusters Score -5719084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -5719090.500000 Penalty: 5369.912109
	Iteration 145Q: 3 clusters Score -5719090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -5719076.000000 Penalty: 5369.912109
	Iteration 146Q: 3 clusters Score -5719076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5719090.000000 Penalty: 5369.912109
	Iteration 147Q: 3 clusters Score -5719090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5719085.500000 Penalty: 5369.912109
	Iteration 148Q: 3 clusters Score -5719086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5719088.500000 Penalty: 5369.912109
	Iteration 149Q: 3 clusters Score -5719088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5719082.000000 Penalty: 5369.912109
	Iteration 150Q: 3 clusters Score -5719082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -5719082.500000 Penalty: 5369.912109
	Iteration 151Q: 3 clusters Score -5719082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5719072.000000 Penalty: 5369.912109
	Iteration 152Q: 3 clusters Score -5719072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5719072.500000 Penalty: 5369.912109
	Iteration 153Q: 3 clusters Score -5719072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5719074.000000 Penalty: 5369.912109
	Iteration 154Q: 3 clusters Score -5719074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5719068.500000 Penalty: 5369.912109
	Iteration 155Q: 3 clusters Score -5719068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5719072.500000 Penalty: 5369.912109
	Iteration 156Q: 3 clusters Score -5719072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5719077.000000 Penalty: 5369.912109
	Iteration 157Q: 3 clusters Score -5719077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5719083.500000 Penalty: 5369.912109
	Iteration 158Q: 3 clusters Score -5719084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5719089.000000 Penalty: 5369.912109
	Iteration 159Q: 3 clusters Score -5719089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5719091.000000 Penalty: 5369.912109
	Iteration 160F: 3 clusters Score -5719091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -5719086.000000 Penalty: 5369.912109
	Iteration 161Q: 3 clusters Score -5719086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5719094.500000 Penalty: 5369.912109
	Iteration 162Q: 3 clusters Score -5719094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5719097.500000 Penalty: 5369.912109
	Iteration 163Q: 3 clusters Score -5719098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5719100.500000 Penalty: 5369.912109
	Iteration 164Q: 3 clusters Score -5719100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -5719093.000000 Penalty: 5369.912109
	Iteration 165Q: 3 clusters Score -5719093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5719110.500000 Penalty: 5369.912109
	Iteration 166Q: 3 clusters Score -5719110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5719105.500000 Penalty: 5369.912109
	Iteration 167Q: 3 clusters Score -5719106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5719105.500000 Penalty: 5369.912109
	Iteration 168Q: 3 clusters Score -5719106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5719098.000000 Penalty: 5369.912109
	Iteration 169Q: 3 clusters Score -5719098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5719103.500000 Penalty: 5369.912109
	Iteration 170Q: 3 clusters Score -5719104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -5719097.000000 Penalty: 5369.912109
	Iteration 171Q: 3 clusters Score -5719097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5719106.000000 Penalty: 5369.912109
	Iteration 172Q: 3 clusters Score -5719106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -5719099.500000 Penalty: 5369.912109
	Iteration 173Q: 3 clusters Score -5719100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5719114.500000 Penalty: 5369.912109
	Iteration 174Q: 3 clusters Score -5719114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5719110.500000 Penalty: 5369.912109
	Iteration 175Q: 3 clusters Score -5719110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5719107.000000 Penalty: 5369.912109
	Iteration 176Q: 3 clusters Score -5719107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5719107.000000 Penalty: 5369.912109
	Iteration 177Q: 3 clusters Score -5719107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5719103.500000 Penalty: 5369.912109
	Iteration 178Q: 3 clusters Score -5719104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -5719100.500000 Penalty: 5369.912109
	Iteration 179Q: 3 clusters Score -5719100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5719097.000000 Penalty: 5369.912109
	Iteration 180F: 3 clusters Score -5719097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5719108.500000 Penalty: 5369.912109
	Iteration 181Q: 3 clusters Score -5719108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5719109.500000 Penalty: 5369.912109
	Iteration 182Q: 3 clusters Score -5719110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5719113.500000 Penalty: 5369.912109
	Iteration 183Q: 3 clusters Score -5719114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5719113.000000 Penalty: 5369.912109
	Iteration 184Q: 3 clusters Score -5719113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5719110.500000 Penalty: 5369.912109
	Iteration 185Q: 3 clusters Score -5719110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5719116.500000 Penalty: 5369.912109
	Iteration 186Q: 3 clusters Score -5719116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5719116.000000 Penalty: 5369.912109
	Iteration 187Q: 3 clusters Score -5719116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5719112.000000 Penalty: 5369.912109
	Iteration 188Q: 3 clusters Score -5719112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5719109.000000 Penalty: 5369.912109
	Iteration 189Q: 3 clusters Score -5719109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5719114.000000 Penalty: 5369.912109
	Iteration 190Q: 3 clusters Score -5719114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5719104.000000 Penalty: 5369.912109
	Iteration 191Q: 3 clusters Score -5719104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5719098.000000 Penalty: 5369.912109
	Iteration 192Q: 3 clusters Score -5719098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5719111.000000 Penalty: 5369.912109
	Iteration 193Q: 3 clusters Score -5719111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5719111.000000 Penalty: 5369.912109
	Iteration 194Q: 3 clusters Score -5719111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5719113.000000 Penalty: 5369.912109
	Iteration 195Q: 3 clusters Score -5719113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5719111.000000 Penalty: 5369.912109
	Iteration 196Q: 3 clusters Score -5719111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5719114.000000 Penalty: 5369.912109
	Iteration 197Q: 3 clusters Score -5719114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5719113.500000 Penalty: 5369.912109
	Iteration 198Q: 3 clusters Score -5719114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -5719118.000000 Penalty: 5369.912109
	Iteration 199Q: 3 clusters Score -5719118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5719120.000000 Penalty: 5369.912109
	Iteration 200F: 3 clusters Score -5719120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5719120.500000 Penalty: 5369.912109
	Iteration 201Q: 3 clusters Score -5719120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5719120.500000 Penalty: 5369.912109
	Iteration 202F: 3 clusters Score -5719120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Entering Unmasked Estep 
Score: -2302157.000000 Penalty: 2468.790039
	Iteration 0F: 2 clusters Score -2302157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2287600.000000 Penalty: 4937.580078
	Iteration 0F: 3 clusters Score -2287600 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2294900.500000 Penalty: 4937.580078
	Iteration 1F: 3 clusters Score -2294900 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2297035.750000 Penalty: 4937.580078
	Iteration 2F: 3 clusters Score -2297036 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2299188.750000 Penalty: 4937.580078
	Iteration 3F: 3 clusters Score -2299189 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2301579.000000 Penalty: 4937.580078
	Iteration 4F: 3 clusters Score -2301579 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2304128.500000 Penalty: 4937.580078
	Iteration 5F: 3 clusters Score -2304128 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2306202.750000 Penalty: 4937.580078
	Iteration 6F: 3 clusters Score -2306203 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2307262.750000 Penalty: 4937.580078
	Iteration 7Q: 3 clusters Score -2307263 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2307540.750000 Penalty: 4937.580078
	Iteration 8Q: 3 clusters Score -2307541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2307591.250000 Penalty: 4937.580078
	Iteration 9Q: 3 clusters Score -2307591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2307616.000000 Penalty: 4937.580078
	Iteration 10Q: 3 clusters Score -2307616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2307619.500000 Penalty: 4937.580078
	Iteration 11Q: 3 clusters Score -2307620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2307620.750000 Penalty: 4937.580078
	Iteration 12Q: 3 clusters Score -2307621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2307622.500000 Penalty: 4937.580078
	Iteration 13Q: 3 clusters Score -2307622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2307625.000000 Penalty: 4937.580078
	Iteration 14Q: 3 clusters Score -2307625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2307625.000000 Penalty: 4937.580078
	Iteration 15F: 3 clusters Score -2307625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 145074 members 
Mstep: Class 25 contains 2355 members 
Entering Unmasked Estep 
Score: -110811448.000000 Penalty: 85736.453125
Splitting cluster 14 changes total score from -110785552.000000 to -110811448.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -735979.125000 Penalty: 2205.163086
	Iteration 0F: 2 clusters Score -735979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -730068.562500 Penalty: 4410.326172
	Iteration 0F: 3 clusters Score -730068.6 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -732091.187500 Penalty: 4410.326172
	Iteration 1F: 3 clusters Score -732091.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -732985.437500 Penalty: 4410.326172
	Iteration 2F: 3 clusters Score -732985.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -734356.375000 Penalty: 4410.326172
	Iteration 3F: 3 clusters Score -734356.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -735662.500000 Penalty: 4410.326172
	Iteration 4F: 3 clusters Score -735662.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -736589.312500 Penalty: 4410.326172
	Iteration 5F: 3 clusters Score -736589.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -737246.250000 Penalty: 4410.326172
	Iteration 6F: 3 clusters Score -737246.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -737779.750000 Penalty: 4410.326172
	Iteration 7F: 3 clusters Score -737779.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -738294.250000 Penalty: 4410.326172
	Iteration 8Q: 3 clusters Score -738294.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -738717.000000 Penalty: 4410.326172
	Iteration 9Q: 3 clusters Score -738717 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -739015.312500 Penalty: 4410.326172
	Iteration 10Q: 3 clusters Score -739015.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -739212.000000 Penalty: 4410.326172
	Iteration 11Q: 3 clusters Score -739212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -739359.437500 Penalty: 4410.326172
	Iteration 12Q: 3 clusters Score -739359.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -739476.062500 Penalty: 4410.326172
	Iteration 13Q: 3 clusters Score -739476.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -739560.875000 Penalty: 4410.326172
	Iteration 14Q: 3 clusters Score -739560.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -739641.750000 Penalty: 4410.326172
	Iteration 15Q: 3 clusters Score -739641.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -739726.250000 Penalty: 4410.326172
	Iteration 16Q: 3 clusters Score -739726.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -739786.250000 Penalty: 4410.326172
	Iteration 17Q: 3 clusters Score -739786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -739813.500000 Penalty: 4410.326172
	Iteration 18Q: 3 clusters Score -739813.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -739837.625000 Penalty: 4410.326172
	Iteration 19Q: 3 clusters Score -739837.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -739851.500000 Penalty: 4410.326172
	Iteration 20F: 3 clusters Score -739851.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -739861.812500 Penalty: 4410.326172
	Iteration 21Q: 3 clusters Score -739861.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -739865.562500 Penalty: 4410.326172
	Iteration 22Q: 3 clusters Score -739865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -739866.312500 Penalty: 4410.326172
	Iteration 23Q: 3 clusters Score -739866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -739868.562500 Penalty: 4410.326172
	Iteration 24Q: 3 clusters Score -739868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -739870.312500 Penalty: 4410.326172
	Iteration 25Q: 3 clusters Score -739870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -739876.187500 Penalty: 4410.326172
	Iteration 26Q: 3 clusters Score -739876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -739876.875000 Penalty: 4410.326172
	Iteration 27Q: 3 clusters Score -739876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -739877.062500 Penalty: 4410.326172
	Iteration 28Q: 3 clusters Score -739877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -739876.375000 Penalty: 4410.326172
	Iteration 29Q: 3 clusters Score -739876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -739876.375000 Penalty: 4410.326172
	Iteration 30F: 3 clusters Score -739876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 145074 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 2334 members 
Entering Unmasked Estep 
Score: -110814000.000000 Penalty: 89165.914062
Splitting cluster 15 changes total score from -110785552.000000 to -110814000.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -273329.625000 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -273329.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -270171.218750 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -270171.2 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -274844.687500 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -274844.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -277830.625000 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -277830.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -279754.468750 Penalty: 4069.517334
	Iteration 3F: 3 clusters Score -279754.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -280738.343750 Penalty: 4069.517334
	Iteration 4F: 3 clusters Score -280738.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -281566.687500 Penalty: 4069.517334
	Iteration 5Q: 3 clusters Score -281566.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282604.031250 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -282604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283053.531250 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -283053.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -283602.625000 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -283602.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -284589.687500 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -284589.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -284842.000000 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -284842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -284867.687500 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -284867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -284871.968750 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -284872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -284874.218750 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -284874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -284880.375000 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -284880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -284889.250000 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -284889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -284900.937500 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -284900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -284913.250000 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -284913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -284919.562500 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -284919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -284929.562500 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -284929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -285009.656250 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -285009.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -285221.187500 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -285221.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -285800.000000 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -285800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -286403.468750 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -286403.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287079.562500 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -287079.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -287673.812500 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -287673.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -288052.093750 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -288052.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -288122.625000 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -288122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -288153.093750 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -288153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -288163.406250 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -288163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -288174.625000 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -288174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -288181.343750 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -288181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -288184.500000 Penalty: 4069.517334
	Iteration 32Q: 3 clusters Score -288184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288186.906250 Penalty: 4069.517334
	Iteration 33Q: 3 clusters Score -288186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -288187.687500 Penalty: 4069.517334
	Iteration 34Q: 3 clusters Score -288187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -288206.250000 Penalty: 4069.517334
	Iteration 35F: 3 clusters Score -288206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -288259.187500 Penalty: 4069.517334
	Iteration 36Q: 3 clusters Score -288259.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -288326.187500 Penalty: 4069.517334
	Iteration 37Q: 3 clusters Score -288326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -288421.468750 Penalty: 4069.517334
	Iteration 38Q: 3 clusters Score -288421.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -288528.500000 Penalty: 4069.517334
	Iteration 39Q: 3 clusters Score -288528.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -288735.968750 Penalty: 4069.517334
	Iteration 40F: 3 clusters Score -288736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -289444.312500 Penalty: 4069.517334
	Iteration 41Q: 3 clusters Score -289444.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -290311.500000 Penalty: 4069.517334
	Iteration 42Q: 3 clusters Score -290311.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -291102.218750 Penalty: 4069.517334
	Iteration 43Q: 3 clusters Score -291102.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -291134.500000 Penalty: 4069.517334
	Iteration 44Q: 3 clusters Score -291134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -291139.531250 Penalty: 4069.517334
	Iteration 45Q: 3 clusters Score -291139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -291141.906250 Penalty: 4069.517334
	Iteration 46Q: 3 clusters Score -291141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -291145.718750 Penalty: 4069.517334
	Iteration 47Q: 3 clusters Score -291145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -291146.843750 Penalty: 4069.517334
	Iteration 48Q: 3 clusters Score -291146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -291146.843750 Penalty: 4069.517334
	Iteration 49F: 3 clusters Score -291146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 145074 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 1839 members 
Entering Unmasked Estep 
Score: -110830384.000000 Penalty: 92595.375000
Splitting cluster 16 changes total score from -110785552.000000 to -110830384.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -580068.437500 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -580068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -575299.875000 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -575299.9 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -576561.312500 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -576561.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -576854.250000 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -576854.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -577164.000000 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -577164 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -577467.937500 Penalty: 4259.382812
	Iteration 4F: 3 clusters Score -577467.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -577799.687500 Penalty: 4259.382812
	Iteration 5F: 3 clusters Score -577799.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -578093.937500 Penalty: 4259.382812
	Iteration 6F: 3 clusters Score -578093.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -578341.437500 Penalty: 4259.382812
	Iteration 7F: 3 clusters Score -578341.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -578512.875000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -578512.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -578614.000000 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -578614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -578684.187500 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -578684.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -578738.687500 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -578738.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -578773.312500 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -578773.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -578790.750000 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -578790.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -578797.750000 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -578797.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -578805.625000 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -578805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -578811.562500 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -578811.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -578819.000000 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -578819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -578828.250000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -578828.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -578835.125000 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -578835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -578838.375000 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -578838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -578839.062500 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -578839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -578839.750000 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -578839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -578842.187500 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -578842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -578844.062500 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -578844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -578845.187500 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -578845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -578845.500000 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -578845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -578847.750000 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -578847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -578847.750000 Penalty: 4259.382812
	Iteration 28F: 3 clusters Score -578847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Entering Unmasked Estep 
Score: -5017303.000000 Penalty: 2657.984375
	Iteration 0F: 2 clusters Score -5017303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4986672.500000 Penalty: 5315.968750
	Iteration 0F: 3 clusters Score -4986672 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4998069.000000 Penalty: 5315.968750
	Iteration 1F: 3 clusters Score -4998069 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4998579.500000 Penalty: 5315.968750
	Iteration 2Q: 3 clusters Score -4998580 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4998997.500000 Penalty: 5315.968750
	Iteration 3Q: 3 clusters Score -4998998 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4999363.500000 Penalty: 5315.968750
	Iteration 4Q: 3 clusters Score -4999364 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4999745.500000 Penalty: 5315.968750
	Iteration 5Q: 3 clusters Score -4999746 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5000035.500000 Penalty: 5315.968750
	Iteration 6Q: 3 clusters Score -5000036 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -5000355.000000 Penalty: 5315.968750
	Iteration 7Q: 3 clusters Score -5000355 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -5000704.500000 Penalty: 5315.968750
	Iteration 8Q: 3 clusters Score -5000704 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5001182.000000 Penalty: 5315.968750
	Iteration 9Q: 3 clusters Score -5001182 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5001768.500000 Penalty: 5315.968750
	Iteration 10Q: 3 clusters Score -5001768 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -5002627.000000 Penalty: 5315.968750
	Iteration 11Q: 3 clusters Score -5002627 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5003904.500000 Penalty: 5315.968750
	Iteration 12F: 3 clusters Score -5003904 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -5005795.500000 Penalty: 5315.968750
	Iteration 13F: 3 clusters Score -5005796 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5008120.000000 Penalty: 5315.968750
	Iteration 14F: 3 clusters Score -5008120 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5010671.500000 Penalty: 5315.968750
	Iteration 15F: 3 clusters Score -5010672 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5012630.000000 Penalty: 5315.968750
	Iteration 16Q: 3 clusters Score -5012630 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5013653.000000 Penalty: 5315.968750
	Iteration 17Q: 3 clusters Score -5013653 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -5014164.000000 Penalty: 5315.968750
	Iteration 18Q: 3 clusters Score -5014164 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5014425.500000 Penalty: 5315.968750
	Iteration 19Q: 3 clusters Score -5014426 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5014606.500000 Penalty: 5315.968750
	Iteration 20F: 3 clusters Score -5014606 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5014725.000000 Penalty: 5315.968750
	Iteration 21Q: 3 clusters Score -5014725 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5014813.000000 Penalty: 5315.968750
	Iteration 22Q: 3 clusters Score -5014813 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5014878.000000 Penalty: 5315.968750
	Iteration 23Q: 3 clusters Score -5014878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5014923.000000 Penalty: 5315.968750
	Iteration 24Q: 3 clusters Score -5014923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5014969.000000 Penalty: 5315.968750
	Iteration 25Q: 3 clusters Score -5014969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -5014990.000000 Penalty: 5315.968750
	Iteration 26Q: 3 clusters Score -5014990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -5015010.500000 Penalty: 5315.968750
	Iteration 27Q: 3 clusters Score -5015010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5015037.000000 Penalty: 5315.968750
	Iteration 28Q: 3 clusters Score -5015037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5015040.000000 Penalty: 5315.968750
	Iteration 29Q: 3 clusters Score -5015040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -5015061.500000 Penalty: 5315.968750
	Iteration 30Q: 3 clusters Score -5015062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5015070.500000 Penalty: 5315.968750
	Iteration 31Q: 3 clusters Score -5015070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5015089.000000 Penalty: 5315.968750
	Iteration 32Q: 3 clusters Score -5015089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5015094.000000 Penalty: 5315.968750
	Iteration 33Q: 3 clusters Score -5015094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5015100.000000 Penalty: 5315.968750
	Iteration 34Q: 3 clusters Score -5015100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -5015105.500000 Penalty: 5315.968750
	Iteration 35Q: 3 clusters Score -5015106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5015102.500000 Penalty: 5315.968750
	Iteration 36Q: 3 clusters Score -5015102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5015104.000000 Penalty: 5315.968750
	Iteration 37Q: 3 clusters Score -5015104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -5015109.000000 Penalty: 5315.968750
	Iteration 38Q: 3 clusters Score -5015109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5015109.500000 Penalty: 5315.968750
	Iteration 39Q: 3 clusters Score -5015110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -5015106.500000 Penalty: 5315.968750
	Iteration 40F: 3 clusters Score -5015106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -5015110.000000 Penalty: 5315.968750
	Iteration 41Q: 3 clusters Score -5015110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -5015116.500000 Penalty: 5315.968750
	Iteration 42Q: 3 clusters Score -5015116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -5015122.500000 Penalty: 5315.968750
	Iteration 43Q: 3 clusters Score -5015122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5015124.000000 Penalty: 5315.968750
	Iteration 44Q: 3 clusters Score -5015124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5015137.500000 Penalty: 5315.968750
	Iteration 45Q: 3 clusters Score -5015138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5015138.500000 Penalty: 5315.968750
	Iteration 46Q: 3 clusters Score -5015138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5015133.000000 Penalty: 5315.968750
	Iteration 47Q: 3 clusters Score -5015133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5015133.000000 Penalty: 5315.968750
	Iteration 48F: 3 clusters Score -5015133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Entering Unmasked Estep 
Score: -9071992.000000 Penalty: 2800.166504
	Iteration 0F: 2 clusters Score -9071992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9018190.000000 Penalty: 5600.333008
	Iteration 0F: 3 clusters Score -9018190 nChanged 37622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -9040742.000000 Penalty: 5600.333008
	Iteration 1F: 3 clusters Score -9040742 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -9042990.000000 Penalty: 5600.333008
	Iteration 2F: 3 clusters Score -9042990 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -9046367.000000 Penalty: 5600.333008
	Iteration 3F: 3 clusters Score -9046367 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -9051092.000000 Penalty: 5600.333008
	Iteration 4F: 3 clusters Score -9051092 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -9057178.000000 Penalty: 5600.333008
	Iteration 5F: 3 clusters Score -9057178 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -9062989.000000 Penalty: 5600.333008
	Iteration 6F: 3 clusters Score -9062989 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -9067247.000000 Penalty: 5600.333008
	Iteration 7F: 3 clusters Score -9067247 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -9070020.000000 Penalty: 5600.333008
	Iteration 8Q: 3 clusters Score -9070020 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -9071352.000000 Penalty: 5600.333008
	Iteration 9Q: 3 clusters Score -9071352 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -9071957.000000 Penalty: 5600.333008
	Iteration 10Q: 3 clusters Score -9071957 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -9072374.000000 Penalty: 5600.333008
	Iteration 11Q: 3 clusters Score -9072374 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -9072636.000000 Penalty: 5600.333008
	Iteration 12Q: 3 clusters Score -9072636 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -9072843.000000 Penalty: 5600.333008
	Iteration 13Q: 3 clusters Score -9072843 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -9072952.000000 Penalty: 5600.333008
	Iteration 14Q: 3 clusters Score -9072952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -9073006.000000 Penalty: 5600.333008
	Iteration 15Q: 3 clusters Score -9073006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -9073046.000000 Penalty: 5600.333008
	Iteration 16Q: 3 clusters Score -9073046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -9073043.000000 Penalty: 5600.333008
	Iteration 17Q: 3 clusters Score -9073043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -9073048.000000 Penalty: 5600.333008
	Iteration 18Q: 3 clusters Score -9073048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -9073050.000000 Penalty: 5600.333008
	Iteration 19Q: 3 clusters Score -9073050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -9073058.000000 Penalty: 5600.333008
	Iteration 20F: 3 clusters Score -9073058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -9073090.000000 Penalty: 5600.333008
	Iteration 21Q: 3 clusters Score -9073090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -9073109.000000 Penalty: 5600.333008
	Iteration 22Q: 3 clusters Score -9073109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -9073102.000000 Penalty: 5600.333008
	Iteration 23Q: 3 clusters Score -9073102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -9073095.000000 Penalty: 5600.333008
	Iteration 24Q: 3 clusters Score -9073095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -9073086.000000 Penalty: 5600.333008
	Iteration 25Q: 3 clusters Score -9073086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -9073092.000000 Penalty: 5600.333008
	Iteration 26Q: 3 clusters Score -9073092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -9073099.000000 Penalty: 5600.333008
	Iteration 27Q: 3 clusters Score -9073099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -9073096.000000 Penalty: 5600.333008
	Iteration 28Q: 3 clusters Score -9073096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -9073097.000000 Penalty: 5600.333008
	Iteration 29Q: 3 clusters Score -9073097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -9073095.000000 Penalty: 5600.333008
	Iteration 30Q: 3 clusters Score -9073095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -9073095.000000 Penalty: 5600.333008
	Iteration 31F: 3 clusters Score -9073095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 145074 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 77095 members 
Entering Unmasked Estep 
Score: -110831056.000000 Penalty: 96024.828125
Splitting cluster 20 changes total score from -110785552.000000 to -110831056.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -305127.093750 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -305127.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -301962.750000 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -301962.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -303044.968750 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -303045 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -303839.906250 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -303839.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -305246.937500 Penalty: 3988.061768
	Iteration 3F: 3 clusters Score -305246.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -307143.468750 Penalty: 3988.061768
	Iteration 4F: 3 clusters Score -307143.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -308096.343750 Penalty: 3988.061768
	Iteration 5F: 3 clusters Score -308096.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -308259.968750 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -308260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -308353.281250 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -308353.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -308443.281250 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -308443.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -308517.812500 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -308517.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -308580.406250 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -308580.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -308717.468750 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -308717.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309110.531250 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -309110.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -309904.250000 Penalty: 3988.061768
	Iteration 13F: 3 clusters Score -309904.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -310827.781250 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -310827.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311663.562500 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -311663.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -312111.312500 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -312111.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -312138.031250 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -312138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -312142.937500 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -312142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -312145.062500 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -312145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -312145.281250 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -312145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 145074 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 77095 members 
Mstep: Class 29 contains 1560 members 
Entering Unmasked Estep 
Score: -110836816.000000 Penalty: 99454.289062
Splitting cluster 21 changes total score from -110785552.000000 to -110836816.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 329418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 117633 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36178 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 50334 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 19 contains 45147 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110846352.000000 Penalty: 99454.289062
Iteration 39Q: 30 clusters Score -1.108464e+08 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 332148 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 7746 members 
Mstep: Class 4 contains 42796 members 
Mstep: Class 5 contains 117757 members 
Mstep: Class 6 contains 11689 members 
Mstep: Class 7 contains 35689 members 
Mstep: Class 8 contains 12289 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 36407 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 50449 members 
Mstep: Class 14 contains 18977 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 5274 members 
Mstep: Class 18 contains 15903 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 1599 members 
Mstep: Class 22 contains 18776 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 141900 members 
Mstep: Class 25 contains 1786 members 
Mstep: Class 26 contains 2466 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 75256 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110853520.000000 Penalty: 99454.289062
Iteration 40F: 30 clusters Score -1.108535e+08 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330409 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 42294 members 
Mstep: Class 5 contains 117589 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 37088 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 36022 members 
Mstep: Class 12 contains 10891 members 
Mstep: Class 13 contains 50380 members 
Mstep: Class 14 contains 19040 members 
Mstep: Class 15 contains 5340 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 15610 members 
Mstep: Class 19 contains 44190 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 19271 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 142387 members 
Mstep: Class 25 contains 1501 members 
Mstep: Class 26 contains 2654 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 75729 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110857408.000000 Penalty: 99454.289062
Iteration 41Q: 30 clusters Score -1.108574e+08 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 329202 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8642 members 
Mstep: Class 4 contains 42246 members 
Mstep: Class 5 contains 117485 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 38407 members 
Mstep: Class 8 contains 12049 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 35637 members 
Mstep: Class 12 contains 11300 members 
Mstep: Class 13 contains 50323 members 
Mstep: Class 14 contains 19095 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 15235 members 
Mstep: Class 19 contains 43834 members 
Mstep: Class 20 contains 3691 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 19475 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 142530 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 2814 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76022 members 
Mstep: Class 29 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 3333.717773 but Gain 3429.460938
Score: -110859624.000000 Penalty: 96024.828125
Iteration 42Q: 29 clusters Score -1.108596e+08 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 328112 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 117396 members 
Mstep: Class 6 contains 12044 members 
Mstep: Class 7 contains 39633 members 
Mstep: Class 8 contains 12001 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 35269 members 
Mstep: Class 12 contains 12114 members 
Mstep: Class 13 contains 50278 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 5039 members 
Mstep: Class 18 contains 14806 members 
Mstep: Class 19 contains 43559 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 1614 members 
Mstep: Class 22 contains 19618 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 142696 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76237 members 
Mstep: Class 29 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110864192.000000 Penalty: 96024.828125
Iteration 43Q: 29 clusters Score -1.108642e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 327347 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 9170 members 
Mstep: Class 4 contains 42327 members 
Mstep: Class 5 contains 117327 members 
Mstep: Class 6 contains 12212 members 
Mstep: Class 7 contains 40687 members 
Mstep: Class 8 contains 11961 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 34882 members 
Mstep: Class 12 contains 12327 members 
Mstep: Class 13 contains 50243 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 43315 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 19698 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 142926 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76316 members 
Mstep: Class 29 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865872.000000 Penalty: 96024.828125
Iteration 44Q: 29 clusters Score -1.108659e+08 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 326659 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 42322 members 
Mstep: Class 5 contains 117288 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 41604 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 7141 members 
Mstep: Class 11 contains 34565 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 50211 members 
Mstep: Class 14 contains 19276 members 
Mstep: Class 15 contains 5787 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 43107 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 143077 members 
Mstep: Class 26 contains 3631 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76431 members 
Mstep: Class 29 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867208.000000 Penalty: 96024.828125
Iteration 45Q: 29 clusters Score -1.108672e+08 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 326143 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 9560 members 
Mstep: Class 4 contains 42281 members 
Mstep: Class 5 contains 117275 members 
Mstep: Class 6 contains 12565 members 
Mstep: Class 7 contains 42382 members 
Mstep: Class 8 contains 11911 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 34259 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 50192 members 
Mstep: Class 14 contains 19277 members 
Mstep: Class 15 contains 5873 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4866 members 
Mstep: Class 18 contains 13555 members 
Mstep: Class 19 contains 42947 members 
Mstep: Class 20 contains 4038 members 
Mstep: Class 21 contains 1614 members 
Mstep: Class 22 contains 19843 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 143156 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76550 members 
Mstep: Class 29 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868760.000000 Penalty: 96024.828125
Iteration 46Q: 29 clusters Score -1.108688e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325673 members 
Mstep: Class 2 contains 2801 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 42246 members 
Mstep: Class 5 contains 117268 members 
Mstep: Class 6 contains 12726 members 
Mstep: Class 7 contains 43065 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 33947 members 
Mstep: Class 12 contains 12938 members 
Mstep: Class 13 contains 50164 members 
Mstep: Class 14 contains 19287 members 
Mstep: Class 15 contains 5945 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 13160 members 
Mstep: Class 19 contains 42812 members 
Mstep: Class 20 contains 4107 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 19867 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 143170 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76753 members 
Mstep: Class 29 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869872.000000 Penalty: 96024.828125
Iteration 47Q: 29 clusters Score -1.108699e+08 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325324 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 9853 members 
Mstep: Class 4 contains 42204 members 
Mstep: Class 5 contains 117273 members 
Mstep: Class 6 contains 12892 members 
Mstep: Class 7 contains 43644 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 33643 members 
Mstep: Class 12 contains 13147 members 
Mstep: Class 13 contains 50145 members 
Mstep: Class 14 contains 19296 members 
Mstep: Class 15 contains 6009 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 12745 members 
Mstep: Class 19 contains 42685 members 
Mstep: Class 20 contains 4160 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 19893 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 143147 members 
Mstep: Class 26 contains 3712 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 76932 members 
Mstep: Class 29 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110871864.000000 Penalty: 96024.828125
Iteration 48Q: 29 clusters Score -1.108719e+08 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325025 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 9964 members 
Mstep: Class 4 contains 42188 members 
Mstep: Class 5 contains 117280 members 
Mstep: Class 6 contains 13047 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 33356 members 
Mstep: Class 12 contains 13339 members 
Mstep: Class 13 contains 50121 members 
Mstep: Class 14 contains 19319 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 12325 members 
Mstep: Class 19 contains 42579 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 1338 members 
Mstep: Class 24 contains 143126 members 
Mstep: Class 26 contains 3732 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77115 members 
Mstep: Class 29 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110872992.000000 Penalty: 96024.828125
Iteration 49Q: 29 clusters Score -1.10873e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 324903 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 42172 members 
Mstep: Class 5 contains 117290 members 
Mstep: Class 6 contains 13189 members 
Mstep: Class 7 contains 44432 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 33077 members 
Mstep: Class 12 contains 13538 members 
Mstep: Class 13 contains 50127 members 
Mstep: Class 14 contains 19337 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 11959 members 
Mstep: Class 19 contains 42504 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 19933 members 
Mstep: Class 23 contains 1338 members 
Mstep: Class 24 contains 142987 members 
Mstep: Class 26 contains 3741 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77246 members 
Mstep: Class 29 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110873720.000000 Penalty: 96024.828125
Iteration 50Q: 29 clusters Score -1.108737e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 324881 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 10160 members 
Mstep: Class 4 contains 42158 members 
Mstep: Class 5 contains 117288 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 44742 members 
Mstep: Class 8 contains 11944 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 32804 members 
Mstep: Class 12 contains 13730 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 19353 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 11609 members 
Mstep: Class 19 contains 42445 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 1338 members 
Mstep: Class 24 contains 142781 members 
Mstep: Class 26 contains 3754 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77344 members 
Mstep: Class 29 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110874096.000000 Penalty: 96024.828125
Iteration 51Q: 29 clusters Score -1.108741e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 324933 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 10251 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 5 contains 117286 members 
Mstep: Class 6 contains 13471 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 11947 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 32539 members 
Mstep: Class 12 contains 13948 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 19366 members 
Mstep: Class 15 contains 6125 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 19994 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 142509 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77418 members 
Mstep: Class 29 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110874016.000000 Penalty: 96024.828125
Iteration 52Q: 29 clusters Score -1.10874e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325024 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 10337 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 117279 members 
Mstep: Class 6 contains 13622 members 
Mstep: Class 7 contains 45278 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 32285 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 50135 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4509 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 42337 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 20003 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 142154 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77513 members 
Mstep: Class 29 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110874624.000000 Penalty: 96024.828125
Iteration 53Q: 29 clusters Score -1.108746e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325191 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 117281 members 
Mstep: Class 6 contains 13767 members 
Mstep: Class 7 contains 45519 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 32026 members 
Mstep: Class 12 contains 14376 members 
Mstep: Class 13 contains 50135 members 
Mstep: Class 14 contains 19420 members 
Mstep: Class 15 contains 6149 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 42276 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 141791 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77581 members 
Mstep: Class 29 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110874728.000000 Penalty: 96024.828125
Iteration 54Q: 29 clusters Score -1.108747e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325359 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 10491 members 
Mstep: Class 4 contains 42110 members 
Mstep: Class 5 contains 117284 members 
Mstep: Class 6 contains 13921 members 
Mstep: Class 7 contains 45786 members 
Mstep: Class 8 contains 12009 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 31786 members 
Mstep: Class 12 contains 14603 members 
Mstep: Class 13 contains 50139 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 6155 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 42227 members 
Mstep: Class 20 contains 4250 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 19941 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 141396 members 
Mstep: Class 26 contains 3775 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77623 members 
Mstep: Class 29 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875136.000000 Penalty: 96024.828125
Iteration 55Q: 29 clusters Score -1.108751e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325558 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 42120 members 
Mstep: Class 5 contains 117298 members 
Mstep: Class 6 contains 14077 members 
Mstep: Class 7 contains 46067 members 
Mstep: Class 8 contains 12024 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 14812 members 
Mstep: Class 13 contains 50127 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 6164 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4417 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 42182 members 
Mstep: Class 20 contains 4267 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 19898 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 140945 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77668 members 
Mstep: Class 29 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875256.000000 Penalty: 96024.828125
Iteration 56Q: 29 clusters Score -1.108753e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 325776 members 
Mstep: Class 2 contains 3045 members 
Mstep: Class 3 contains 10657 members 
Mstep: Class 4 contains 42116 members 
Mstep: Class 5 contains 117305 members 
Mstep: Class 6 contains 14240 members 
Mstep: Class 7 contains 46330 members 
Mstep: Class 8 contains 12049 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 50120 members 
Mstep: Class 14 contains 19465 members 
Mstep: Class 15 contains 6162 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4381 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 42163 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 19867 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 140462 members 
Mstep: Class 26 contains 3783 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77718 members 
Mstep: Class 29 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875560.000000 Penalty: 96024.828125
Iteration 57Q: 29 clusters Score -1.108756e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 326005 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 117316 members 
Mstep: Class 6 contains 14393 members 
Mstep: Class 7 contains 46606 members 
Mstep: Class 8 contains 12068 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 31224 members 
Mstep: Class 12 contains 15207 members 
Mstep: Class 13 contains 50119 members 
Mstep: Class 14 contains 19483 members 
Mstep: Class 15 contains 6157 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 42121 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 19835 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 139961 members 
Mstep: Class 26 contains 3788 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77750 members 
Mstep: Class 29 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875664.000000 Penalty: 96024.828125
Iteration 58Q: 29 clusters Score -1.108757e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 326259 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 10797 members 
Mstep: Class 4 contains 42105 members 
Mstep: Class 5 contains 117328 members 
Mstep: Class 6 contains 14531 members 
Mstep: Class 7 contains 46918 members 
Mstep: Class 8 contains 12091 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 31084 members 
Mstep: Class 12 contains 15394 members 
Mstep: Class 13 contains 50121 members 
Mstep: Class 14 contains 19497 members 
Mstep: Class 15 contains 6152 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 9702 members 
Mstep: Class 19 contains 42088 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 19849 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 139372 members 
Mstep: Class 26 contains 3789 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77790 members 
Mstep: Class 29 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110876032.000000 Penalty: 96024.828125
Iteration 59Q: 29 clusters Score -1.10876e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 326521 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 117337 members 
Mstep: Class 6 contains 14685 members 
Mstep: Class 7 contains 47252 members 
Mstep: Class 8 contains 12108 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 11 contains 30934 members 
Mstep: Class 12 contains 15568 members 
Mstep: Class 13 contains 50145 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 6151 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 9416 members 
Mstep: Class 19 contains 42065 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 138788 members 
Mstep: Class 26 contains 3791 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77846 members 
Mstep: Class 29 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110876808.000000 Penalty: 96024.828125
Iteration 60F: 29 clusters Score -1.108768e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 326775 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 42002 members 
Mstep: Class 5 contains 117346 members 
Mstep: Class 6 contains 14824 members 
Mstep: Class 7 contains 47595 members 
Mstep: Class 8 contains 12130 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 30796 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 6157 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 8600 members 
Mstep: Class 19 contains 42064 members 
Mstep: Class 20 contains 4388 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 19846 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 138230 members 
Mstep: Class 26 contains 3796 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77886 members 
Mstep: Class 29 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110880792.000000 Penalty: 96024.828125
Iteration 61Q: 29 clusters Score -1.108808e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 327058 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 41911 members 
Mstep: Class 5 contains 117356 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 47678 members 
Mstep: Class 8 contains 12151 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 30662 members 
Mstep: Class 12 contains 15831 members 
Mstep: Class 13 contains 50148 members 
Mstep: Class 14 contains 19539 members 
Mstep: Class 15 contains 6104 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 42058 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 137662 members 
Mstep: Class 26 contains 3797 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 77953 members 
Mstep: Class 29 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110884416.000000 Penalty: 96024.828125
Iteration 62Q: 29 clusters Score -1.108844e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 327307 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 11062 members 
Mstep: Class 4 contains 41892 members 
Mstep: Class 5 contains 117361 members 
Mstep: Class 6 contains 15078 members 
Mstep: Class 7 contains 47286 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 11 contains 30564 members 
Mstep: Class 12 contains 15951 members 
Mstep: Class 13 contains 50151 members 
Mstep: Class 14 contains 19549 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 42061 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 19818 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 137109 members 
Mstep: Class 26 contains 3789 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78013 members 
Mstep: Class 29 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885400.000000 Penalty: 96024.828125
Iteration 63Q: 29 clusters Score -1.108854e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 327531 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 41806 members 
Mstep: Class 5 contains 117371 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 46904 members 
Mstep: Class 8 contains 12216 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6262 members 
Mstep: Class 11 contains 30461 members 
Mstep: Class 12 contains 16073 members 
Mstep: Class 13 contains 50167 members 
Mstep: Class 14 contains 19566 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 9129 members 
Mstep: Class 19 contains 42099 members 
Mstep: Class 20 contains 4683 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 19775 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 136510 members 
Mstep: Class 26 contains 3790 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78072 members 
Mstep: Class 29 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110886176.000000 Penalty: 96024.828125
Iteration 64Q: 29 clusters Score -1.108862e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 327775 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 41757 members 
Mstep: Class 5 contains 117370 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 46494 members 
Mstep: Class 8 contains 12241 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6217 members 
Mstep: Class 11 contains 30354 members 
Mstep: Class 12 contains 16196 members 
Mstep: Class 13 contains 50179 members 
Mstep: Class 14 contains 19574 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 9671 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19714 members 
Mstep: Class 23 contains 1339 members 
Mstep: Class 24 contains 135920 members 
Mstep: Class 26 contains 3789 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78136 members 
Mstep: Class 29 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110886720.000000 Penalty: 96024.828125
Iteration 65Q: 29 clusters Score -1.108867e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 328038 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 41716 members 
Mstep: Class 5 contains 117361 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 46064 members 
Mstep: Class 8 contains 12270 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 30255 members 
Mstep: Class 12 contains 16295 members 
Mstep: Class 13 contains 50191 members 
Mstep: Class 14 contains 19592 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 10243 members 
Mstep: Class 19 contains 42158 members 
Mstep: Class 20 contains 4680 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19645 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 135327 members 
Mstep: Class 26 contains 3792 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78179 members 
Mstep: Class 29 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887288.000000 Penalty: 96024.828125
Iteration 66Q: 29 clusters Score -1.108873e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 328309 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 11592 members 
Mstep: Class 4 contains 41701 members 
Mstep: Class 5 contains 117355 members 
Mstep: Class 6 contains 15555 members 
Mstep: Class 7 contains 45678 members 
Mstep: Class 8 contains 12299 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 30161 members 
Mstep: Class 12 contains 16390 members 
Mstep: Class 13 contains 50199 members 
Mstep: Class 14 contains 19598 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 19 contains 42191 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19587 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 134733 members 
Mstep: Class 26 contains 3797 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78212 members 
Mstep: Class 29 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887368.000000 Penalty: 96024.828125
Iteration 67Q: 29 clusters Score -1.108874e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 328573 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 11730 members 
Mstep: Class 4 contains 41640 members 
Mstep: Class 5 contains 117345 members 
Mstep: Class 6 contains 15677 members 
Mstep: Class 7 contains 45323 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 30084 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 50207 members 
Mstep: Class 14 contains 19603 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 11260 members 
Mstep: Class 19 contains 42218 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19527 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 134205 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78272 members 
Mstep: Class 29 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887376.000000 Penalty: 96024.828125
Iteration 68Q: 29 clusters Score -1.108874e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 328800 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 11878 members 
Mstep: Class 4 contains 41601 members 
Mstep: Class 5 contains 117346 members 
Mstep: Class 6 contains 15800 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 30015 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 50216 members 
Mstep: Class 14 contains 19614 members 
Mstep: Class 15 contains 5882 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 42242 members 
Mstep: Class 20 contains 4482 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19481 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 133716 members 
Mstep: Class 26 contains 3806 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78315 members 
Mstep: Class 29 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887560.000000 Penalty: 96024.828125
Iteration 69Q: 29 clusters Score -1.108876e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 329066 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 12030 members 
Mstep: Class 4 contains 41576 members 
Mstep: Class 5 contains 117336 members 
Mstep: Class 6 contains 15913 members 
Mstep: Class 7 contains 44599 members 
Mstep: Class 8 contains 12354 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5987 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 16604 members 
Mstep: Class 13 contains 50233 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 5875 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4143 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 42284 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19472 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 133167 members 
Mstep: Class 26 contains 3807 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78349 members 
Mstep: Class 29 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887536.000000 Penalty: 96024.828125
Iteration 70Q: 29 clusters Score -1.108875e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 329312 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12149 members 
Mstep: Class 4 contains 41577 members 
Mstep: Class 5 contains 117331 members 
Mstep: Class 6 contains 16026 members 
Mstep: Class 7 contains 44279 members 
Mstep: Class 8 contains 12364 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 29883 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 50253 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 5858 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 12599 members 
Mstep: Class 19 contains 42313 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19427 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 132665 members 
Mstep: Class 26 contains 3811 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78394 members 
Mstep: Class 29 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887568.000000 Penalty: 96024.828125
Iteration 71Q: 29 clusters Score -1.108876e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 329554 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 41577 members 
Mstep: Class 5 contains 117332 members 
Mstep: Class 6 contains 16141 members 
Mstep: Class 7 contains 44039 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 29820 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 50272 members 
Mstep: Class 14 contains 19660 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 42341 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19353 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 132199 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78427 members 
Mstep: Class 29 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887640.000000 Penalty: 96024.828125
Iteration 72Q: 29 clusters Score -1.108876e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 329755 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12384 members 
Mstep: Class 4 contains 41555 members 
Mstep: Class 5 contains 117326 members 
Mstep: Class 6 contains 16243 members 
Mstep: Class 7 contains 43833 members 
Mstep: Class 8 contains 12431 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 29756 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 50286 members 
Mstep: Class 14 contains 19671 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 13191 members 
Mstep: Class 19 contains 42370 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19300 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 131776 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78470 members 
Mstep: Class 29 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887576.000000 Penalty: 96024.828125
Iteration 73Q: 29 clusters Score -1.108876e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 329930 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12520 members 
Mstep: Class 4 contains 41550 members 
Mstep: Class 5 contains 117326 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 43641 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5842 members 
Mstep: Class 11 contains 29685 members 
Mstep: Class 12 contains 16840 members 
Mstep: Class 13 contains 50302 members 
Mstep: Class 14 contains 19684 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 42406 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19260 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 131374 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78504 members 
Mstep: Class 29 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887784.000000 Penalty: 96024.828125
Iteration 74Q: 29 clusters Score -1.108878e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330135 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 41553 members 
Mstep: Class 5 contains 117325 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 43494 members 
Mstep: Class 8 contains 12498 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5825 members 
Mstep: Class 11 contains 29629 members 
Mstep: Class 12 contains 16887 members 
Mstep: Class 13 contains 50317 members 
Mstep: Class 14 contains 19694 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4094 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 42435 members 
Mstep: Class 20 contains 4111 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19232 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 130945 members 
Mstep: Class 26 contains 3813 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78533 members 
Mstep: Class 29 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887640.000000 Penalty: 96024.828125
Iteration 75Q: 29 clusters Score -1.108876e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330347 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12728 members 
Mstep: Class 4 contains 41554 members 
Mstep: Class 5 contains 117327 members 
Mstep: Class 6 contains 16483 members 
Mstep: Class 7 contains 43375 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 29564 members 
Mstep: Class 12 contains 16920 members 
Mstep: Class 13 contains 50326 members 
Mstep: Class 14 contains 19708 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4087 members 
Mstep: Class 18 contains 13764 members 
Mstep: Class 19 contains 42477 members 
Mstep: Class 20 contains 4079 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19196 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 130514 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78575 members 
Mstep: Class 29 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887616.000000 Penalty: 96024.828125
Iteration 76Q: 29 clusters Score -1.108876e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330547 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12814 members 
Mstep: Class 4 contains 41553 members 
Mstep: Class 5 contains 117324 members 
Mstep: Class 6 contains 16550 members 
Mstep: Class 7 contains 43282 members 
Mstep: Class 8 contains 12587 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 29508 members 
Mstep: Class 12 contains 16963 members 
Mstep: Class 13 contains 50330 members 
Mstep: Class 14 contains 19718 members 
Mstep: Class 15 contains 5786 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 13885 members 
Mstep: Class 19 contains 42500 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19169 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 130098 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78631 members 
Mstep: Class 29 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110887856.000000 Penalty: 96024.828125
Iteration 77Q: 29 clusters Score -1.108879e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330730 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 41561 members 
Mstep: Class 5 contains 117320 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 43217 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 29459 members 
Mstep: Class 12 contains 17011 members 
Mstep: Class 13 contains 50336 members 
Mstep: Class 14 contains 19733 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 13984 members 
Mstep: Class 19 contains 42525 members 
Mstep: Class 20 contains 4012 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19136 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129689 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78677 members 
Mstep: Class 29 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110888088.000000 Penalty: 96024.828125
Iteration 78Q: 29 clusters Score -1.108881e+08 nChanged 1116
Entering ConstructFrom: 
Score: -110888088.000000 Penalty: 96024.828125
Entering ConstructFrom: 
Trying to split cluster 1 (330900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330900 members 
Entering Unmasked Estep 
Score: -37225656.000000 Penalty: 3151.973877
	Iteration 0F: 2 clusters Score -3.722566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -37022432.000000 Penalty: 6303.947754
	Iteration 0F: 3 clusters Score -3.702243e+07 nChanged 160554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159140 members 
Mstep: Class 2 contains 171760 members 
Entering Unmasked Estep 
Score: -37116420.000000 Penalty: 6303.947754
	Iteration 1F: 3 clusters Score -3.711642e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -37117908.000000 Penalty: 6303.947754
	Iteration 2Q: 3 clusters Score -3.711791e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 181285 members 
Entering Unmasked Estep 
Score: -37120264.000000 Penalty: 6303.947754
	Iteration 3Q: 3 clusters Score -3.712026e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 190178 members 
Entering Unmasked Estep 
Score: -37123776.000000 Penalty: 6303.947754
	Iteration 4Q: 3 clusters Score -3.712378e+07 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 203682 members 
Entering Unmasked Estep 
Score: -37130172.000000 Penalty: 6303.947754
	Iteration 5Q: 3 clusters Score -3.713017e+07 nChanged 20550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 223564 members 
Entering Unmasked Estep 
Score: -37142612.000000 Penalty: 6303.947754
	Iteration 6F: 3 clusters Score -3.714261e+07 nChanged 26780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 250088 members 
Entering Unmasked Estep 
Score: -37163356.000000 Penalty: 6303.947754
	Iteration 7F: 3 clusters Score -3.716336e+07 nChanged 30196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 280230 members 
Entering Unmasked Estep 
Score: -37190544.000000 Penalty: 6303.947754
	Iteration 8F: 3 clusters Score -3.719054e+07 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 306151 members 
Entering Unmasked Estep 
Score: -37209132.000000 Penalty: 6303.947754
	Iteration 9F: 3 clusters Score -3.720913e+07 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 321416 members 
Entering Unmasked Estep 
Score: -37217448.000000 Penalty: 6303.947754
	Iteration 10Q: 3 clusters Score -3.721745e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 327807 members 
Entering Unmasked Estep 
Score: -37221012.000000 Penalty: 6303.947754
	Iteration 11Q: 3 clusters Score -3.722101e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 329803 members 
Entering Unmasked Estep 
Score: -37222172.000000 Penalty: 6303.947754
	Iteration 12Q: 3 clusters Score -3.722217e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 330295 members 
Entering Unmasked Estep 
Score: -37222636.000000 Penalty: 6303.947754
	Iteration 13Q: 3 clusters Score -3.722264e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 330440 members 
Entering Unmasked Estep 
Score: -37222812.000000 Penalty: 6303.947754
	Iteration 14Q: 3 clusters Score -3.722281e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 330497 members 
Entering Unmasked Estep 
Score: -37222924.000000 Penalty: 6303.947754
	Iteration 15Q: 3 clusters Score -3.722292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 330517 members 
Entering Unmasked Estep 
Score: -37222976.000000 Penalty: 6303.947754
	Iteration 16Q: 3 clusters Score -3.722298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330520 members 
Entering Unmasked Estep 
Score: -37222992.000000 Penalty: 6303.947754
	Iteration 17Q: 3 clusters Score -3.722299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 330521 members 
Entering Unmasked Estep 
Score: -37223004.000000 Penalty: 6303.947754
	Iteration 18Q: 3 clusters Score -3.7223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330522 members 
Entering Unmasked Estep 
Score: -37223032.000000 Penalty: 6303.947754
	Iteration 19Q: 3 clusters Score -3.722303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 330521 members 
Entering Unmasked Estep 
Score: -37223012.000000 Penalty: 6303.947754
	Iteration 20F: 3 clusters Score -3.722301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 330523 members 
Entering Unmasked Estep 
Score: -37223020.000000 Penalty: 6303.947754
	Iteration 21Q: 3 clusters Score -3.722302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 330523 members 
Entering Unmasked Estep 
Score: -37223016.000000 Penalty: 6303.947754
	Iteration 22Q: 3 clusters Score -3.722302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 330521 members 
Entering Unmasked Estep 
Score: -37223024.000000 Penalty: 6303.947754
	Iteration 23Q: 3 clusters Score -3.722302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330520 members 
Entering Unmasked Estep 
Score: -37223028.000000 Penalty: 6303.947754
	Iteration 24Q: 3 clusters Score -3.722303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330520 members 
Entering Unmasked Estep 
Score: -37223028.000000 Penalty: 6303.947754
	Iteration 25F: 3 clusters Score -3.722303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -440226.906250 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -440226.9 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 1969 members 
Entering Unmasked Estep 
Score: -436356.125000 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -436356.1 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -437211.937500 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -437211.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -437368.593750 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -437368.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -437454.750000 Penalty: 4105.470215
	Iteration 3Q: 3 clusters Score -437454.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -437522.562500 Penalty: 4105.470215
	Iteration 4Q: 3 clusters Score -437522.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -437565.218750 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -437565.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -437596.031250 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -437596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -437613.156250 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -437613.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -437623.593750 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -437623.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -437634.000000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -437634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -437637.843750 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -437637.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -437640.625000 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -437640.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -437646.468750 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -437646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -437649.156250 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -437649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437651.812500 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -437651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -437654.281250 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -437654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -437655.656250 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -437655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -437657.375000 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -437657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -437659.250000 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -437659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -437660.437500 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -437660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -437661.781250 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -437661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -437662.343750 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -437662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -437662.937500 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -437662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -437663.468750 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -437663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -437663.062500 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -437663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -437663.031250 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -437663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -437662.593750 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -437662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -437663.343750 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -437663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -437663.343750 Penalty: 4105.470215
	Iteration 28F: 3 clusters Score -437663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1490539.125000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1490539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1480900.625000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1480901 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1483888.125000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1483888 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1484232.000000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1484232 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1484521.750000 Penalty: 4696.090332
	Iteration 3F: 3 clusters Score -1484522 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1484816.750000 Penalty: 4696.090332
	Iteration 4Q: 3 clusters Score -1484817 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1485133.125000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -1485133 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1485468.375000 Penalty: 4696.090332
	Iteration 6Q: 3 clusters Score -1485468 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1485882.625000 Penalty: 4696.090332
	Iteration 7Q: 3 clusters Score -1485883 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1486378.125000 Penalty: 4696.090332
	Iteration 8F: 3 clusters Score -1486378 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1486966.750000 Penalty: 4696.090332
	Iteration 9F: 3 clusters Score -1486967 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1487471.625000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1487472 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1487853.875000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1487854 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1488100.125000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1488100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1488232.375000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1488232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1488314.250000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1488314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1488361.500000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1488362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1488395.250000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1488395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1488428.125000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1488428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1488440.750000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1488441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1488451.250000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1488451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1488458.500000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1488458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1488473.250000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1488473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1488487.000000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1488487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1488499.000000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1488499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1488514.500000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1488514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1488518.000000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1488518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1488520.500000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1488520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1488523.375000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1488523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1488531.750000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1488532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1488534.750000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -1488535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1488534.750000 Penalty: 4696.090332
	Iteration 30F: 3 clusters Score -1488535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Entering Unmasked Estep 
Score: -4293738.500000 Penalty: 2637.483398
	Iteration 0F: 2 clusters Score -4293738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4265684.000000 Penalty: 5274.966797
	Iteration 0F: 3 clusters Score -4265684 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4276738.500000 Penalty: 5274.966797
	Iteration 1F: 3 clusters Score -4276738 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4277965.500000 Penalty: 5274.966797
	Iteration 2F: 3 clusters Score -4277966 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4279224.000000 Penalty: 5274.966797
	Iteration 3F: 3 clusters Score -4279224 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4280482.000000 Penalty: 5274.966797
	Iteration 4F: 3 clusters Score -4280482 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4281782.000000 Penalty: 5274.966797
	Iteration 5F: 3 clusters Score -4281782 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4283124.000000 Penalty: 5274.966797
	Iteration 6F: 3 clusters Score -4283124 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4284711.500000 Penalty: 5274.966797
	Iteration 7F: 3 clusters Score -4284712 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4286472.000000 Penalty: 5274.966797
	Iteration 8F: 3 clusters Score -4286472 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4287974.000000 Penalty: 5274.966797
	Iteration 9F: 3 clusters Score -4287974 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4289008.500000 Penalty: 5274.966797
	Iteration 10Q: 3 clusters Score -4289008 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4289624.500000 Penalty: 5274.966797
	Iteration 11Q: 3 clusters Score -4289624 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4289933.500000 Penalty: 5274.966797
	Iteration 12Q: 3 clusters Score -4289934 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4290160.000000 Penalty: 5274.966797
	Iteration 13Q: 3 clusters Score -4290160 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4290279.000000 Penalty: 5274.966797
	Iteration 14Q: 3 clusters Score -4290279 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -4290367.000000 Penalty: 5274.966797
	Iteration 15Q: 3 clusters Score -4290367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -4290400.500000 Penalty: 5274.966797
	Iteration 16Q: 3 clusters Score -4290400 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4290439.500000 Penalty: 5274.966797
	Iteration 17Q: 3 clusters Score -4290440 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4290470.000000 Penalty: 5274.966797
	Iteration 18Q: 3 clusters Score -4290470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4290499.000000 Penalty: 5274.966797
	Iteration 19Q: 3 clusters Score -4290499 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4290551.500000 Penalty: 5274.966797
	Iteration 20F: 3 clusters Score -4290552 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4290594.500000 Penalty: 5274.966797
	Iteration 21Q: 3 clusters Score -4290594 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4290649.000000 Penalty: 5274.966797
	Iteration 22Q: 3 clusters Score -4290649 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4290664.500000 Penalty: 5274.966797
	Iteration 23Q: 3 clusters Score -4290664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -4290705.500000 Penalty: 5274.966797
	Iteration 24Q: 3 clusters Score -4290706 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4290737.000000 Penalty: 5274.966797
	Iteration 25Q: 3 clusters Score -4290737 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4290760.000000 Penalty: 5274.966797
	Iteration 26Q: 3 clusters Score -4290760 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4290795.000000 Penalty: 5274.966797
	Iteration 27Q: 3 clusters Score -4290795 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4290842.500000 Penalty: 5274.966797
	Iteration 28Q: 3 clusters Score -4290842 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -4290855.000000 Penalty: 5274.966797
	Iteration 29Q: 3 clusters Score -4290855 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4290889.000000 Penalty: 5274.966797
	Iteration 30Q: 3 clusters Score -4290889 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -4290912.000000 Penalty: 5274.966797
	Iteration 31Q: 3 clusters Score -4290912 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4290946.000000 Penalty: 5274.966797
	Iteration 32Q: 3 clusters Score -4290946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4290976.000000 Penalty: 5274.966797
	Iteration 33Q: 3 clusters Score -4290976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4291018.500000 Penalty: 5274.966797
	Iteration 34Q: 3 clusters Score -4291018 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4291060.000000 Penalty: 5274.966797
	Iteration 35Q: 3 clusters Score -4291060 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4291093.500000 Penalty: 5274.966797
	Iteration 36Q: 3 clusters Score -4291094 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4291136.000000 Penalty: 5274.966797
	Iteration 37Q: 3 clusters Score -4291136 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4291150.000000 Penalty: 5274.966797
	Iteration 38Q: 3 clusters Score -4291150 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4291188.000000 Penalty: 5274.966797
	Iteration 39Q: 3 clusters Score -4291188 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4291211.500000 Penalty: 5274.966797
	Iteration 40F: 3 clusters Score -4291212 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4291259.500000 Penalty: 5274.966797
	Iteration 41Q: 3 clusters Score -4291260 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4291294.000000 Penalty: 5274.966797
	Iteration 42Q: 3 clusters Score -4291294 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4291334.500000 Penalty: 5274.966797
	Iteration 43Q: 3 clusters Score -4291334 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4291382.000000 Penalty: 5274.966797
	Iteration 44Q: 3 clusters Score -4291382 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4291439.000000 Penalty: 5274.966797
	Iteration 45Q: 3 clusters Score -4291439 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4291471.500000 Penalty: 5274.966797
	Iteration 46Q: 3 clusters Score -4291472 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4291527.000000 Penalty: 5274.966797
	Iteration 47Q: 3 clusters Score -4291527 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4291617.500000 Penalty: 5274.966797
	Iteration 48Q: 3 clusters Score -4291618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4291672.500000 Penalty: 5274.966797
	Iteration 49Q: 3 clusters Score -4291672 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4291736.500000 Penalty: 5274.966797
	Iteration 50Q: 3 clusters Score -4291736 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4291824.500000 Penalty: 5274.966797
	Iteration 51Q: 3 clusters Score -4291824 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4291922.000000 Penalty: 5274.966797
	Iteration 52Q: 3 clusters Score -4291922 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4292004.000000 Penalty: 5274.966797
	Iteration 53Q: 3 clusters Score -4292004 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4292092.000000 Penalty: 5274.966797
	Iteration 54Q: 3 clusters Score -4292092 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4292197.500000 Penalty: 5274.966797
	Iteration 55Q: 3 clusters Score -4292198 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4292299.000000 Penalty: 5274.966797
	Iteration 56Q: 3 clusters Score -4292299 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4292362.000000 Penalty: 5274.966797
	Iteration 57Q: 3 clusters Score -4292362 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4292488.500000 Penalty: 5274.966797
	Iteration 58Q: 3 clusters Score -4292488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4292577.000000 Penalty: 5274.966797
	Iteration 59Q: 3 clusters Score -4292577 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4292663.000000 Penalty: 5274.966797
	Iteration 60F: 3 clusters Score -4292663 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4292734.000000 Penalty: 5274.966797
	Iteration 61Q: 3 clusters Score -4292734 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -4292813.000000 Penalty: 5274.966797
	Iteration 62Q: 3 clusters Score -4292813 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -4292843.000000 Penalty: 5274.966797
	Iteration 63Q: 3 clusters Score -4292843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4292882.500000 Penalty: 5274.966797
	Iteration 64Q: 3 clusters Score -4292882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4292898.500000 Penalty: 5274.966797
	Iteration 65Q: 3 clusters Score -4292898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4292934.500000 Penalty: 5274.966797
	Iteration 66Q: 3 clusters Score -4292934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4292946.000000 Penalty: 5274.966797
	Iteration 67Q: 3 clusters Score -4292946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4292999.500000 Penalty: 5274.966797
	Iteration 68Q: 3 clusters Score -4293000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4293028.000000 Penalty: 5274.966797
	Iteration 69Q: 3 clusters Score -4293028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -4293056.500000 Penalty: 5274.966797
	Iteration 70Q: 3 clusters Score -4293056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4293090.000000 Penalty: 5274.966797
	Iteration 71Q: 3 clusters Score -4293090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4293104.000000 Penalty: 5274.966797
	Iteration 72Q: 3 clusters Score -4293104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4293112.000000 Penalty: 5274.966797
	Iteration 73Q: 3 clusters Score -4293112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -4293122.000000 Penalty: 5274.966797
	Iteration 74Q: 3 clusters Score -4293122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4293129.000000 Penalty: 5274.966797
	Iteration 75Q: 3 clusters Score -4293129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4293130.500000 Penalty: 5274.966797
	Iteration 76Q: 3 clusters Score -4293130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -4293135.000000 Penalty: 5274.966797
	Iteration 77Q: 3 clusters Score -4293135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -4293137.000000 Penalty: 5274.966797
	Iteration 78Q: 3 clusters Score -4293137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4293153.000000 Penalty: 5274.966797
	Iteration 79Q: 3 clusters Score -4293153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -4293164.000000 Penalty: 5274.966797
	Iteration 80F: 3 clusters Score -4293164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4293166.500000 Penalty: 5274.966797
	Iteration 81Q: 3 clusters Score -4293166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -4293183.500000 Penalty: 5274.966797
	Iteration 82Q: 3 clusters Score -4293184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -4293188.000000 Penalty: 5274.966797
	Iteration 83Q: 3 clusters Score -4293188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -4293201.500000 Penalty: 5274.966797
	Iteration 84Q: 3 clusters Score -4293202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4293208.000000 Penalty: 5274.966797
	Iteration 85Q: 3 clusters Score -4293208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4293204.500000 Penalty: 5274.966797
	Iteration 86Q: 3 clusters Score -4293204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -4293206.000000 Penalty: 5274.966797
	Iteration 87Q: 3 clusters Score -4293206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4293213.000000 Penalty: 5274.966797
	Iteration 88Q: 3 clusters Score -4293213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -4293232.500000 Penalty: 5274.966797
	Iteration 89Q: 3 clusters Score -4293232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -4293245.500000 Penalty: 5274.966797
	Iteration 90Q: 3 clusters Score -4293246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4293251.500000 Penalty: 5274.966797
	Iteration 91Q: 3 clusters Score -4293252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -4293255.000000 Penalty: 5274.966797
	Iteration 92Q: 3 clusters Score -4293255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -4293271.500000 Penalty: 5274.966797
	Iteration 93Q: 3 clusters Score -4293272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4293261.500000 Penalty: 5274.966797
	Iteration 94Q: 3 clusters Score -4293262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4293279.500000 Penalty: 5274.966797
	Iteration 95Q: 3 clusters Score -4293280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4293279.500000 Penalty: 5274.966797
	Iteration 96Q: 3 clusters Score -4293280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4293297.000000 Penalty: 5274.966797
	Iteration 97Q: 3 clusters Score -4293297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4293312.000000 Penalty: 5274.966797
	Iteration 98Q: 3 clusters Score -4293312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4293321.500000 Penalty: 5274.966797
	Iteration 99Q: 3 clusters Score -4293322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -4293324.500000 Penalty: 5274.966797
	Iteration 100F: 3 clusters Score -4293324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4293329.000000 Penalty: 5274.966797
	Iteration 101Q: 3 clusters Score -4293329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -4293331.500000 Penalty: 5274.966797
	Iteration 102Q: 3 clusters Score -4293332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4293341.000000 Penalty: 5274.966797
	Iteration 103Q: 3 clusters Score -4293341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4293344.000000 Penalty: 5274.966797
	Iteration 104Q: 3 clusters Score -4293344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4293350.000000 Penalty: 5274.966797
	Iteration 105Q: 3 clusters Score -4293350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -4293355.000000 Penalty: 5274.966797
	Iteration 106Q: 3 clusters Score -4293355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -4293358.000000 Penalty: 5274.966797
	Iteration 107Q: 3 clusters Score -4293358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4293362.000000 Penalty: 5274.966797
	Iteration 108Q: 3 clusters Score -4293362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4293360.500000 Penalty: 5274.966797
	Iteration 109Q: 3 clusters Score -4293360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4293361.500000 Penalty: 5274.966797
	Iteration 110Q: 3 clusters Score -4293362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4293357.500000 Penalty: 5274.966797
	Iteration 111Q: 3 clusters Score -4293358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4293360.500000 Penalty: 5274.966797
	Iteration 112Q: 3 clusters Score -4293360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4293366.000000 Penalty: 5274.966797
	Iteration 113Q: 3 clusters Score -4293366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -4293372.500000 Penalty: 5274.966797
	Iteration 114Q: 3 clusters Score -4293372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -4293370.500000 Penalty: 5274.966797
	Iteration 115Q: 3 clusters Score -4293370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4293372.500000 Penalty: 5274.966797
	Iteration 116Q: 3 clusters Score -4293372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4293377.000000 Penalty: 5274.966797
	Iteration 117Q: 3 clusters Score -4293377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4293376.000000 Penalty: 5274.966797
	Iteration 118Q: 3 clusters Score -4293376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4293374.500000 Penalty: 5274.966797
	Iteration 119Q: 3 clusters Score -4293374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -4293372.500000 Penalty: 5274.966797
	Iteration 120F: 3 clusters Score -4293372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4293374.000000 Penalty: 5274.966797
	Iteration 121Q: 3 clusters Score -4293374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4293378.000000 Penalty: 5274.966797
	Iteration 122Q: 3 clusters Score -4293378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4293374.500000 Penalty: 5274.966797
	Iteration 123Q: 3 clusters Score -4293374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4293373.000000 Penalty: 5274.966797
	Iteration 124Q: 3 clusters Score -4293373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4293372.000000 Penalty: 5274.966797
	Iteration 125Q: 3 clusters Score -4293372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4293372.000000 Penalty: 5274.966797
	Iteration 126F: 3 clusters Score -4293372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117318 members 
Entering Unmasked Estep 
Score: -13223357.000000 Penalty: 2894.815674
	Iteration 0F: 2 clusters Score -1.322336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -13144829.000000 Penalty: 5789.631348
	Iteration 0F: 3 clusters Score -1.314483e+07 nChanged 55568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -13177085.000000 Penalty: 5789.631348
	Iteration 1F: 3 clusters Score -1.317708e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -13178966.000000 Penalty: 5789.631348
	Iteration 2Q: 3 clusters Score -1.317897e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -13183792.000000 Penalty: 5789.631348
	Iteration 3F: 3 clusters Score -1.318379e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -13192357.000000 Penalty: 5789.631348
	Iteration 4F: 3 clusters Score -1.319236e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -13202313.000000 Penalty: 5789.631348
	Iteration 5F: 3 clusters Score -1.320231e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -13210287.000000 Penalty: 5789.631348
	Iteration 6F: 3 clusters Score -1.321029e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -13215197.000000 Penalty: 5789.631348
	Iteration 7F: 3 clusters Score -1.32152e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -13218534.000000 Penalty: 5789.631348
	Iteration 8Q: 3 clusters Score -1.321853e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -13221197.000000 Penalty: 5789.631348
	Iteration 9Q: 3 clusters Score -1.32212e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -13223480.000000 Penalty: 5789.631348
	Iteration 10Q: 3 clusters Score -1.322348e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -13225497.000000 Penalty: 5789.631348
	Iteration 11Q: 3 clusters Score -1.32255e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -13227229.000000 Penalty: 5789.631348
	Iteration 12Q: 3 clusters Score -1.322723e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108098 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -13228084.000000 Penalty: 5789.631348
	Iteration 13Q: 3 clusters Score -1.322808e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -13228354.000000 Penalty: 5789.631348
	Iteration 14Q: 3 clusters Score -1.322835e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -13228509.000000 Penalty: 5789.631348
	Iteration 15Q: 3 clusters Score -1.322851e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -13228575.000000 Penalty: 5789.631348
	Iteration 16Q: 3 clusters Score -1.322858e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -13228632.000000 Penalty: 5789.631348
	Iteration 17Q: 3 clusters Score -1.322863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -13228654.000000 Penalty: 5789.631348
	Iteration 18Q: 3 clusters Score -1.322865e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -13228695.000000 Penalty: 5789.631348
	Iteration 19Q: 3 clusters Score -1.32287e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -13228710.000000 Penalty: 5789.631348
	Iteration 20F: 3 clusters Score -1.322871e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -13228698.000000 Penalty: 5789.631348
	Iteration 21Q: 3 clusters Score -1.32287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -13228705.000000 Penalty: 5789.631348
	Iteration 22Q: 3 clusters Score -1.32287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -13228691.000000 Penalty: 5789.631348
	Iteration 23Q: 3 clusters Score -1.322869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -13228700.000000 Penalty: 5789.631348
	Iteration 24Q: 3 clusters Score -1.32287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -13228710.000000 Penalty: 5789.631348
	Iteration 25Q: 3 clusters Score -1.322871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -13228708.000000 Penalty: 5789.631348
	Iteration 26Q: 3 clusters Score -1.322871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -13228727.000000 Penalty: 5789.631348
	Iteration 27Q: 3 clusters Score -1.322873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -13228715.000000 Penalty: 5789.631348
	Iteration 28Q: 3 clusters Score -1.322872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -13228725.000000 Penalty: 5789.631348
	Iteration 29Q: 3 clusters Score -1.322872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -13228713.000000 Penalty: 5789.631348
	Iteration 30Q: 3 clusters Score -1.322871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -13228720.000000 Penalty: 5789.631348
	Iteration 31Q: 3 clusters Score -1.322872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -13228716.000000 Penalty: 5789.631348
	Iteration 32Q: 3 clusters Score -1.322872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -13228710.000000 Penalty: 5789.631348
	Iteration 33Q: 3 clusters Score -1.322871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -13228711.000000 Penalty: 5789.631348
	Iteration 34Q: 3 clusters Score -1.322871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -13228712.000000 Penalty: 5789.631348
	Iteration 35Q: 3 clusters Score -1.322871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -13228710.000000 Penalty: 5789.631348
	Iteration 36Q: 3 clusters Score -1.322871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -13228714.000000 Penalty: 5789.631348
	Iteration 37Q: 3 clusters Score -1.322871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110469 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -13228717.000000 Penalty: 5789.631348
	Iteration 38Q: 3 clusters Score -1.322872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -13228709.000000 Penalty: 5789.631348
	Iteration 39Q: 3 clusters Score -1.322871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -13228721.000000 Penalty: 5789.631348
	Iteration 40F: 3 clusters Score -1.322872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -13228711.000000 Penalty: 5789.631348
	Iteration 41Q: 3 clusters Score -1.322871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110485 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -13228718.000000 Penalty: 5789.631348
	Iteration 42Q: 3 clusters Score -1.322872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -13228713.000000 Penalty: 5789.631348
	Iteration 43Q: 3 clusters Score -1.322871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -13228732.000000 Penalty: 5789.631348
	Iteration 44Q: 3 clusters Score -1.322873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -13228725.000000 Penalty: 5789.631348
	Iteration 45Q: 3 clusters Score -1.322872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -13228725.000000 Penalty: 5789.631348
	Iteration 46F: 3 clusters Score -1.322872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 29413 members 
Mstep: Class 12 contains 17059 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Entering Unmasked Estep 
Score: -110892856.000000 Penalty: 99454.289062
Splitting cluster 5 changes total score from -110888088.000000 to -110892856.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (16685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Entering Unmasked Estep 
Score: -1824888.125000 Penalty: 2411.121826
	Iteration 0F: 2 clusters Score -1824888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1812983.250000 Penalty: 4822.243652
	Iteration 0F: 3 clusters Score -1812983 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1817003.875000 Penalty: 4822.243652
	Iteration 1F: 3 clusters Score -1817004 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1817572.125000 Penalty: 4822.243652
	Iteration 2F: 3 clusters Score -1817572 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1818122.000000 Penalty: 4822.243652
	Iteration 3F: 3 clusters Score -1818122 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1818724.375000 Penalty: 4822.243652
	Iteration 4F: 3 clusters Score -1818724 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1819437.750000 Penalty: 4822.243652
	Iteration 5F: 3 clusters Score -1819438 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1820231.500000 Penalty: 4822.243652
	Iteration 6F: 3 clusters Score -1820232 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1820909.125000 Penalty: 4822.243652
	Iteration 7F: 3 clusters Score -1820909 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1821476.250000 Penalty: 4822.243652
	Iteration 8Q: 3 clusters Score -1821476 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1821893.250000 Penalty: 4822.243652
	Iteration 9Q: 3 clusters Score -1821893 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1822195.625000 Penalty: 4822.243652
	Iteration 10Q: 3 clusters Score -1822196 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1822412.000000 Penalty: 4822.243652
	Iteration 11Q: 3 clusters Score -1822412 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1822610.125000 Penalty: 4822.243652
	Iteration 12Q: 3 clusters Score -1822610 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1822766.000000 Penalty: 4822.243652
	Iteration 13Q: 3 clusters Score -1822766 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1822906.125000 Penalty: 4822.243652
	Iteration 14Q: 3 clusters Score -1822906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1823064.375000 Penalty: 4822.243652
	Iteration 15Q: 3 clusters Score -1823064 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1823185.875000 Penalty: 4822.243652
	Iteration 16Q: 3 clusters Score -1823186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1823310.250000 Penalty: 4822.243652
	Iteration 17Q: 3 clusters Score -1823310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1823393.500000 Penalty: 4822.243652
	Iteration 18Q: 3 clusters Score -1823394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1823445.125000 Penalty: 4822.243652
	Iteration 19Q: 3 clusters Score -1823445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1823481.625000 Penalty: 4822.243652
	Iteration 20F: 3 clusters Score -1823482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1823526.375000 Penalty: 4822.243652
	Iteration 21Q: 3 clusters Score -1823526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1823561.250000 Penalty: 4822.243652
	Iteration 22Q: 3 clusters Score -1823561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1823594.625000 Penalty: 4822.243652
	Iteration 23Q: 3 clusters Score -1823595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1823628.750000 Penalty: 4822.243652
	Iteration 24Q: 3 clusters Score -1823629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1823664.750000 Penalty: 4822.243652
	Iteration 25Q: 3 clusters Score -1823665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1823696.375000 Penalty: 4822.243652
	Iteration 26Q: 3 clusters Score -1823696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1823718.000000 Penalty: 4822.243652
	Iteration 27Q: 3 clusters Score -1823718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1823751.375000 Penalty: 4822.243652
	Iteration 28Q: 3 clusters Score -1823751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1823771.750000 Penalty: 4822.243652
	Iteration 29Q: 3 clusters Score -1823772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1823793.750000 Penalty: 4822.243652
	Iteration 30Q: 3 clusters Score -1823794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1823807.750000 Penalty: 4822.243652
	Iteration 31Q: 3 clusters Score -1823808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1823815.875000 Penalty: 4822.243652
	Iteration 32Q: 3 clusters Score -1823816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1823825.500000 Penalty: 4822.243652
	Iteration 33Q: 3 clusters Score -1823826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1823834.250000 Penalty: 4822.243652
	Iteration 34Q: 3 clusters Score -1823834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1823848.750000 Penalty: 4822.243652
	Iteration 35Q: 3 clusters Score -1823849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1823853.625000 Penalty: 4822.243652
	Iteration 36Q: 3 clusters Score -1823854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1823859.125000 Penalty: 4822.243652
	Iteration 37Q: 3 clusters Score -1823859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1823864.125000 Penalty: 4822.243652
	Iteration 38Q: 3 clusters Score -1823864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1823869.375000 Penalty: 4822.243652
	Iteration 39Q: 3 clusters Score -1823869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1823878.875000 Penalty: 4822.243652
	Iteration 40F: 3 clusters Score -1823879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1823892.250000 Penalty: 4822.243652
	Iteration 41Q: 3 clusters Score -1823892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1823898.500000 Penalty: 4822.243652
	Iteration 42Q: 3 clusters Score -1823898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1823902.750000 Penalty: 4822.243652
	Iteration 43Q: 3 clusters Score -1823903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1823907.125000 Penalty: 4822.243652
	Iteration 44Q: 3 clusters Score -1823907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1823908.125000 Penalty: 4822.243652
	Iteration 45Q: 3 clusters Score -1823908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1823911.000000 Penalty: 4822.243652
	Iteration 46Q: 3 clusters Score -1823911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1823911.375000 Penalty: 4822.243652
	Iteration 47Q: 3 clusters Score -1823911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1823914.625000 Penalty: 4822.243652
	Iteration 48Q: 3 clusters Score -1823915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1823918.750000 Penalty: 4822.243652
	Iteration 49Q: 3 clusters Score -1823919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1823916.500000 Penalty: 4822.243652
	Iteration 50Q: 3 clusters Score -1823916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1823917.750000 Penalty: 4822.243652
	Iteration 51Q: 3 clusters Score -1823918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1823916.750000 Penalty: 4822.243652
	Iteration 52Q: 3 clusters Score -1823917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1823918.375000 Penalty: 4822.243652
	Iteration 53Q: 3 clusters Score -1823918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1823918.625000 Penalty: 4822.243652
	Iteration 54Q: 3 clusters Score -1823919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1823917.000000 Penalty: 4822.243652
	Iteration 55Q: 3 clusters Score -1823917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1823918.375000 Penalty: 4822.243652
	Iteration 56Q: 3 clusters Score -1823918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1823918.375000 Penalty: 4822.243652
	Iteration 57F: 3 clusters Score -1823918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Entering Unmasked Estep 
Score: -4800967.000000 Penalty: 2646.827637
	Iteration 0F: 2 clusters Score -4800967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4771761.500000 Penalty: 5293.655273
	Iteration 0F: 3 clusters Score -4771762 nChanged 19757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4782697.000000 Penalty: 5293.655273
	Iteration 1F: 3 clusters Score -4782697 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4783327.000000 Penalty: 5293.655273
	Iteration 2Q: 3 clusters Score -4783327 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4783974.000000 Penalty: 5293.655273
	Iteration 3Q: 3 clusters Score -4783974 nChanged 1738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4784688 nChanged 1963
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4785708 nChanged 2097
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4786844 nChanged 2287
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Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4788236 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4789706 nChanged 2383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4791240.500000 Penalty: 5293.655273
	Iteration 9F: 3 clusters Score -4791240 nChanged 2253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4792730 nChanged 2018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4794066 nChanged 1744
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4795281 nChanged 1356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4796264 nChanged 1080
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4797018 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4797566 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4797936 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4798232 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4798406 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4798521 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4798627 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4798703 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4798770 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4798826 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4798878 nChanged 107
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Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4798928 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4798975 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4799007.000000 Penalty: 5293.655273
	Iteration 27Q: 3 clusters Score -4799007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4799024.000000 Penalty: 5293.655273
	Iteration 28Q: 3 clusters Score -4799024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4799034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4799042.500000 Penalty: 5293.655273
	Iteration 30Q: 3 clusters Score -4799042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4799050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4799046.500000 Penalty: 5293.655273
	Iteration 32Q: 3 clusters Score -4799046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4799073.500000 Penalty: 5293.655273
	Iteration 33Q: 3 clusters Score -4799074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4799076.500000 Penalty: 5293.655273
	Iteration 34Q: 3 clusters Score -4799076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4799086 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4799096.000000 Penalty: 5293.655273
	Iteration 36Q: 3 clusters Score -4799096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4799096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4799100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4799098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4799101.000000 Penalty: 5293.655273
	Iteration 40F: 3 clusters Score -4799101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4799102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4799113.500000 Penalty: 5293.655273
	Iteration 42Q: 3 clusters Score -4799114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4799114.500000 Penalty: 5293.655273
	Iteration 43Q: 3 clusters Score -4799114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4799115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4799113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4799113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4799113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4799114 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4799120.000000 Penalty: 5293.655273
	Iteration 49Q: 3 clusters Score -4799120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4799121 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4799116 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4799124.000000 Penalty: 5293.655273
	Iteration 52Q: 3 clusters Score -4799124 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4799121 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4799120 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4799123.000000 Penalty: 5293.655273
	Iteration 55Q: 3 clusters Score -4799123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4799127.500000 Penalty: 5293.655273
	Iteration 56Q: 3 clusters Score -4799128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4799128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4799132.500000 Penalty: 5293.655273
	Iteration 58Q: 3 clusters Score -4799132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4799130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4799134.500000 Penalty: 5293.655273
	Iteration 60F: 3 clusters Score -4799134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4799134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4799137.500000 Penalty: 5293.655273
	Iteration 62Q: 3 clusters Score -4799138 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4799136 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4799134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4799136 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4799132 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4799132 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4799130 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4799128 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4799130 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4799130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4799133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4799137 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4799139 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4799138 nChanged 0
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Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1239 members 
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	Iteration 76F: 3 clusters Score -4799138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12675 members 
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	Iteration 0F: 2 clusters Score -1413135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1403822 nChanged 5379
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Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6313 members 
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	Iteration 1F: 3 clusters Score -1406773 nChanged 925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1407400 nChanged 880
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1408000 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1408626 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1409180 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1409676.000000 Penalty: 4685.903809
	Iteration 6F: 3 clusters Score -1409676 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1410142.750000 Penalty: 4685.903809
	Iteration 7F: 3 clusters Score -1410143 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1410551.375000 Penalty: 4685.903809
	Iteration 8Q: 3 clusters Score -1410551 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1410892 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1411136 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1411308 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1411423.250000 Penalty: 4685.903809
	Iteration 12Q: 3 clusters Score -1411423 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1411500.375000 Penalty: 4685.903809
	Iteration 13Q: 3 clusters Score -1411500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1411566.500000 Penalty: 4685.903809
	Iteration 14Q: 3 clusters Score -1411566 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1411613.125000 Penalty: 4685.903809
	Iteration 15Q: 3 clusters Score -1411613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1411639.500000 Penalty: 4685.903809
	Iteration 16Q: 3 clusters Score -1411640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1411668.000000 Penalty: 4685.903809
	Iteration 17Q: 3 clusters Score -1411668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1411688.875000 Penalty: 4685.903809
	Iteration 18Q: 3 clusters Score -1411689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1411700.375000 Penalty: 4685.903809
	Iteration 19Q: 3 clusters Score -1411700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1411707.750000 Penalty: 4685.903809
	Iteration 20F: 3 clusters Score -1411708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1411715.750000 Penalty: 4685.903809
	Iteration 21Q: 3 clusters Score -1411716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1411719.500000 Penalty: 4685.903809
	Iteration 22Q: 3 clusters Score -1411720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1411721.375000 Penalty: 4685.903809
	Iteration 23Q: 3 clusters Score -1411721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1411728.625000 Penalty: 4685.903809
	Iteration 24Q: 3 clusters Score -1411729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1411726.500000 Penalty: 4685.903809
	Iteration 25Q: 3 clusters Score -1411726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1411726.250000 Penalty: 4685.903809
	Iteration 26Q: 3 clusters Score -1411726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1411731.375000 Penalty: 4685.903809
	Iteration 27Q: 3 clusters Score -1411731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1411729.375000 Penalty: 4685.903809
	Iteration 28Q: 3 clusters Score -1411729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1411733.250000 Penalty: 4685.903809
	Iteration 29Q: 3 clusters Score -1411733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1411733.750000 Penalty: 4685.903809
	Iteration 30Q: 3 clusters Score -1411734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1411734.625000 Penalty: 4685.903809
	Iteration 31Q: 3 clusters Score -1411735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1411733.500000 Penalty: 4685.903809
	Iteration 32Q: 3 clusters Score -1411734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1411736.625000 Penalty: 4685.903809
	Iteration 33Q: 3 clusters Score -1411737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1411738.250000 Penalty: 4685.903809
	Iteration 34Q: 3 clusters Score -1411738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1411738.625000 Penalty: 4685.903809
	Iteration 35Q: 3 clusters Score -1411739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1411739.875000 Penalty: 4685.903809
	Iteration 36Q: 3 clusters Score -1411740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1411744.125000 Penalty: 4685.903809
	Iteration 37Q: 3 clusters Score -1411744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1411748.000000 Penalty: 4685.903809
	Iteration 38Q: 3 clusters Score -1411748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1411748.875000 Penalty: 4685.903809
	Iteration 39Q: 3 clusters Score -1411749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1411750.125000 Penalty: 4685.903809
	Iteration 40F: 3 clusters Score -1411750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1411759.500000 Penalty: 4685.903809
	Iteration 41Q: 3 clusters Score -1411760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1411756.625000 Penalty: 4685.903809
	Iteration 42Q: 3 clusters Score -1411757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1411763.125000 Penalty: 4685.903809
	Iteration 43Q: 3 clusters Score -1411763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1411767.750000 Penalty: 4685.903809
	Iteration 44Q: 3 clusters Score -1411768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1411774.125000 Penalty: 4685.903809
	Iteration 45Q: 3 clusters Score -1411774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1411774.875000 Penalty: 4685.903809
	Iteration 46Q: 3 clusters Score -1411775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1411779.125000 Penalty: 4685.903809
	Iteration 47Q: 3 clusters Score -1411779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1411780.000000 Penalty: 4685.903809
	Iteration 48Q: 3 clusters Score -1411780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1411780.000000 Penalty: 4685.903809
	Iteration 49F: 3 clusters Score -1411780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -127487.312500 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -127487.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125447.734375 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -125447.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125748.515625 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -125748.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125824.718750 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -125824.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125860.960938 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -125861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -125886.835938 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -125886.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125910.937500 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -125910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125922.218750 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -125922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125929.039062 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -125929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -125940.679688 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -125940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -125946.945312 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -125946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125955.601562 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -125955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125965.117188 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -125965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125968.210938 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -125968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125971.656250 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -125971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125973.484375 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -125973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125973.484375 Penalty: 3501.144043
	Iteration 15F: 3 clusters Score -125973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -632082.250000 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -632082.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -627119.687500 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -627119.7 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -628420.062500 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -628420.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -628822.062500 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -628822.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -629237.875000 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -629237.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -629682.500000 Penalty: 4295.571777
	Iteration 4F: 3 clusters Score -629682.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -630034.187500 Penalty: 4295.571777
	Iteration 5F: 3 clusters Score -630034.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -630277.812500 Penalty: 4295.571777
	Iteration 6F: 3 clusters Score -630277.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -630465.312500 Penalty: 4295.571777
	Iteration 7Q: 3 clusters Score -630465.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -630576.500000 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -630576.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -630665.437500 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -630665.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -630719.250000 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -630719.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -630757.250000 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -630757.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -630783.500000 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -630783.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -630805.062500 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -630805.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -630818.250000 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -630818.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -630828.437500 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -630828.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -630837.000000 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -630837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -630851.250000 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -630851.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -630865.937500 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -630865.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -630885.312500 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -630885.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -630908.125000 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -630908.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -630926.000000 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -630926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -630939.750000 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -630939.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -630950.250000 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -630950.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -630962.750000 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -630962.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -630981.750000 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -630981.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -631001.875000 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -631001.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -631015.312500 Penalty: 4295.571777
	Iteration 27Q: 3 clusters Score -631015.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -631030.562500 Penalty: 4295.571777
	Iteration 28Q: 3 clusters Score -631030.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -631046.000000 Penalty: 4295.571777
	Iteration 29Q: 3 clusters Score -631046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -631061.750000 Penalty: 4295.571777
	Iteration 30Q: 3 clusters Score -631061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -631074.250000 Penalty: 4295.571777
	Iteration 31Q: 3 clusters Score -631074.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -631093.937500 Penalty: 4295.571777
	Iteration 32Q: 3 clusters Score -631093.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -631113.375000 Penalty: 4295.571777
	Iteration 33Q: 3 clusters Score -631113.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -631125.937500 Penalty: 4295.571777
	Iteration 34Q: 3 clusters Score -631125.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -631134.125000 Penalty: 4295.571777
	Iteration 35Q: 3 clusters Score -631134.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -631141.312500 Penalty: 4295.571777
	Iteration 36Q: 3 clusters Score -631141.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -631149.875000 Penalty: 4295.571777
	Iteration 37Q: 3 clusters Score -631149.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -631154.937500 Penalty: 4295.571777
	Iteration 38Q: 3 clusters Score -631154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -631159.625000 Penalty: 4295.571777
	Iteration 39Q: 3 clusters Score -631159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -631163.812500 Penalty: 4295.571777
	Iteration 40F: 3 clusters Score -631163.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -631171.687500 Penalty: 4295.571777
	Iteration 41Q: 3 clusters Score -631171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -631174.562500 Penalty: 4295.571777
	Iteration 42Q: 3 clusters Score -631174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -631180.625000 Penalty: 4295.571777
	Iteration 43Q: 3 clusters Score -631180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -631183.562500 Penalty: 4295.571777
	Iteration 44Q: 3 clusters Score -631183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -631187.937500 Penalty: 4295.571777
	Iteration 45Q: 3 clusters Score -631187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -631189.875000 Penalty: 4295.571777
	Iteration 46Q: 3 clusters Score -631189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -631192.625000 Penalty: 4295.571777
	Iteration 47Q: 3 clusters Score -631192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -631195.500000 Penalty: 4295.571777
	Iteration 48Q: 3 clusters Score -631195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -631198.500000 Penalty: 4295.571777
	Iteration 49Q: 3 clusters Score -631198.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -631201.562500 Penalty: 4295.571777
	Iteration 50Q: 3 clusters Score -631201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -631204.437500 Penalty: 4295.571777
	Iteration 51Q: 3 clusters Score -631204.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -631207.875000 Penalty: 4295.571777
	Iteration 52Q: 3 clusters Score -631207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -631209.062500 Penalty: 4295.571777
	Iteration 53Q: 3 clusters Score -631209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -631211.437500 Penalty: 4295.571777
	Iteration 54Q: 3 clusters Score -631211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -631211.937500 Penalty: 4295.571777
	Iteration 55Q: 3 clusters Score -631211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -631211.562500 Penalty: 4295.571777
	Iteration 56Q: 3 clusters Score -631211.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -631212.875000 Penalty: 4295.571777
	Iteration 57Q: 3 clusters Score -631212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -631213.937500 Penalty: 4295.571777
	Iteration 58Q: 3 clusters Score -631213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -631214.437500 Penalty: 4295.571777
	Iteration 59Q: 3 clusters Score -631214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -631214.437500 Penalty: 4295.571777
	Iteration 60F: 3 clusters Score -631214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Entering Unmasked Estep 
Score: -3326250.500000 Penalty: 2551.719727
	Iteration 0F: 2 clusters Score -3326250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3306059.750000 Penalty: 5103.439453
	Iteration 0F: 3 clusters Score -3306060 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3313223.000000 Penalty: 5103.439453
	Iteration 1F: 3 clusters Score -3313223 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3313708.250000 Penalty: 5103.439453
	Iteration 2Q: 3 clusters Score -3313708 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3314247.750000 Penalty: 5103.439453
	Iteration 3Q: 3 clusters Score -3314248 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3314967.500000 Penalty: 5103.439453
	Iteration 4Q: 3 clusters Score -3314968 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3316023.500000 Penalty: 5103.439453
	Iteration 5F: 3 clusters Score -3316024 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3317446.000000 Penalty: 5103.439453
	Iteration 6F: 3 clusters Score -3317446 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3319366.750000 Penalty: 5103.439453
	Iteration 7F: 3 clusters Score -3319367 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3322150.500000 Penalty: 5103.439453
	Iteration 8F: 3 clusters Score -3322150 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3325616.000000 Penalty: 5103.439453
	Iteration 9F: 3 clusters Score -3325616 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3327986.500000 Penalty: 5103.439453
	Iteration 10F: 3 clusters Score -3327986 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3328689.250000 Penalty: 5103.439453
	Iteration 11Q: 3 clusters Score -3328689 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3328884.750000 Penalty: 5103.439453
	Iteration 12Q: 3 clusters Score -3328885 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3328955.000000 Penalty: 5103.439453
	Iteration 13Q: 3 clusters Score -3328955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3328985.500000 Penalty: 5103.439453
	Iteration 14Q: 3 clusters Score -3328986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3329001.000000 Penalty: 5103.439453
	Iteration 15Q: 3 clusters Score -3329001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3329027.250000 Penalty: 5103.439453
	Iteration 16Q: 3 clusters Score -3329027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3329034.250000 Penalty: 5103.439453
	Iteration 17Q: 3 clusters Score -3329034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3329039.500000 Penalty: 5103.439453
	Iteration 18Q: 3 clusters Score -3329040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3329039.500000 Penalty: 5103.439453
	Iteration 19Q: 3 clusters Score -3329040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3329039.500000 Penalty: 5103.439453
	Iteration 20F: 3 clusters Score -3329040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3329041.750000 Penalty: 5103.439453
	Iteration 21Q: 3 clusters Score -3329042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3329047.000000 Penalty: 5103.439453
	Iteration 22Q: 3 clusters Score -3329047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3329048.000000 Penalty: 5103.439453
	Iteration 23Q: 3 clusters Score -3329048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3329043.000000 Penalty: 5103.439453
	Iteration 24Q: 3 clusters Score -3329043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3329045.000000 Penalty: 5103.439453
	Iteration 25Q: 3 clusters Score -3329045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3329039.250000 Penalty: 5103.439453
	Iteration 26Q: 3 clusters Score -3329039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3329044.500000 Penalty: 5103.439453
	Iteration 27Q: 3 clusters Score -3329044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3329043.750000 Penalty: 5103.439453
	Iteration 28Q: 3 clusters Score -3329044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3329045.000000 Penalty: 5103.439453
	Iteration 29Q: 3 clusters Score -3329045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3329052.000000 Penalty: 5103.439453
	Iteration 30Q: 3 clusters Score -3329052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3329057.500000 Penalty: 5103.439453
	Iteration 31Q: 3 clusters Score -3329058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3329055.750000 Penalty: 5103.439453
	Iteration 32Q: 3 clusters Score -3329056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3329055.250000 Penalty: 5103.439453
	Iteration 33Q: 3 clusters Score -3329055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3329057.000000 Penalty: 5103.439453
	Iteration 34Q: 3 clusters Score -3329057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3329056.250000 Penalty: 5103.439453
	Iteration 35Q: 3 clusters Score -3329056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3329059.500000 Penalty: 5103.439453
	Iteration 36Q: 3 clusters Score -3329060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3329058.750000 Penalty: 5103.439453
	Iteration 37Q: 3 clusters Score -3329059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3329057.000000 Penalty: 5103.439453
	Iteration 38Q: 3 clusters Score -3329057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3329057.000000 Penalty: 5103.439453
	Iteration 39F: 3 clusters Score -3329057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 17059 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Mstep: Class 30 contains 16203 members 
Entering Unmasked Estep 
Score: -110894944.000000 Penalty: 102883.750000
Splitting cluster 11 changes total score from -110888088.000000 to -110894944.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (17059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Entering Unmasked Estep 
Score: -1960969.000000 Penalty: 2416.619385
	Iteration 0F: 2 clusters Score -1960969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1948783.875000 Penalty: 4833.238770
	Iteration 0F: 3 clusters Score -1948784 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1953511.000000 Penalty: 4833.238770
	Iteration 1F: 3 clusters Score -1953511 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1955044.625000 Penalty: 4833.238770
	Iteration 2F: 3 clusters Score -1955045 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1957066.875000 Penalty: 4833.238770
	Iteration 3F: 3 clusters Score -1957067 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1959061.000000 Penalty: 4833.238770
	Iteration 4F: 3 clusters Score -1959061 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1960262.250000 Penalty: 4833.238770
	Iteration 5F: 3 clusters Score -1960262 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1960858.000000 Penalty: 4833.238770
	Iteration 6F: 3 clusters Score -1960858 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1961126.000000 Penalty: 4833.238770
	Iteration 7Q: 3 clusters Score -1961126 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1961263.625000 Penalty: 4833.238770
	Iteration 8Q: 3 clusters Score -1961264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1961341.875000 Penalty: 4833.238770
	Iteration 9Q: 3 clusters Score -1961342 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1961408.000000 Penalty: 4833.238770
	Iteration 10Q: 3 clusters Score -1961408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1961448.000000 Penalty: 4833.238770
	Iteration 11Q: 3 clusters Score -1961448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1961484.875000 Penalty: 4833.238770
	Iteration 12Q: 3 clusters Score -1961485 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1961517.125000 Penalty: 4833.238770
	Iteration 13Q: 3 clusters Score -1961517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1961534.000000 Penalty: 4833.238770
	Iteration 14Q: 3 clusters Score -1961534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1961539.375000 Penalty: 4833.238770
	Iteration 15Q: 3 clusters Score -1961539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1961559.250000 Penalty: 4833.238770
	Iteration 16Q: 3 clusters Score -1961559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1961563.250000 Penalty: 4833.238770
	Iteration 17Q: 3 clusters Score -1961563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1961573.000000 Penalty: 4833.238770
	Iteration 18Q: 3 clusters Score -1961573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1961584.000000 Penalty: 4833.238770
	Iteration 19Q: 3 clusters Score -1961584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1961595.625000 Penalty: 4833.238770
	Iteration 20F: 3 clusters Score -1961596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1961599.750000 Penalty: 4833.238770
	Iteration 21Q: 3 clusters Score -1961600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1961603.375000 Penalty: 4833.238770
	Iteration 22Q: 3 clusters Score -1961603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1961608.000000 Penalty: 4833.238770
	Iteration 23Q: 3 clusters Score -1961608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1961612.250000 Penalty: 4833.238770
	Iteration 24Q: 3 clusters Score -1961612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1961617.875000 Penalty: 4833.238770
	Iteration 25Q: 3 clusters Score -1961618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1961622.000000 Penalty: 4833.238770
	Iteration 26Q: 3 clusters Score -1961622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1961621.125000 Penalty: 4833.238770
	Iteration 27Q: 3 clusters Score -1961621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1961621.000000 Penalty: 4833.238770
	Iteration 28Q: 3 clusters Score -1961621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1961621.875000 Penalty: 4833.238770
	Iteration 29Q: 3 clusters Score -1961622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1961620.875000 Penalty: 4833.238770
	Iteration 30Q: 3 clusters Score -1961621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1961620.000000 Penalty: 4833.238770
	Iteration 31Q: 3 clusters Score -1961620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1961620.000000 Penalty: 4833.238770
	Iteration 32F: 3 clusters Score -1961620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Mstep: Class 30 contains 16203 members 
Mstep: Class 31 contains 15282 members 
Entering Unmasked Estep 
Score: -110894960.000000 Penalty: 106313.203125
Splitting cluster 12 changes total score from -110888088.000000 to -110894960.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (50342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Entering Unmasked Estep 
Score: -5727276.500000 Penalty: 2684.995605
	Iteration 0F: 2 clusters Score -5727276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5693401.500000 Penalty: 5369.991211
	Iteration 0F: 3 clusters Score -5693402 nChanged 23178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -5706250.000000 Penalty: 5369.991211
	Iteration 1F: 3 clusters Score -5706250 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -5707134.500000 Penalty: 5369.991211
	Iteration 2Q: 3 clusters Score -5707134 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5708198.500000 Penalty: 5369.991211
	Iteration 3Q: 3 clusters Score -5708198 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5709867.500000 Penalty: 5369.991211
	Iteration 4F: 3 clusters Score -5709868 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -5712092.500000 Penalty: 5369.991211
	Iteration 5F: 3 clusters Score -5712092 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -5714795.000000 Penalty: 5369.991211
	Iteration 6F: 3 clusters Score -5714795 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5717361.500000 Penalty: 5369.991211
	Iteration 7F: 3 clusters Score -5717362 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5719506.500000 Penalty: 5369.991211
	Iteration 8F: 3 clusters Score -5719506 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5721134.500000 Penalty: 5369.991211
	Iteration 9Q: 3 clusters Score -5721134 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5722250.500000 Penalty: 5369.991211
	Iteration 10Q: 3 clusters Score -5722250 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5723233.500000 Penalty: 5369.991211
	Iteration 11Q: 3 clusters Score -5723234 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5723994.000000 Penalty: 5369.991211
	Iteration 12Q: 3 clusters Score -5723994 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5724476.000000 Penalty: 5369.991211
	Iteration 13Q: 3 clusters Score -5724476 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5724807.500000 Penalty: 5369.991211
	Iteration 14Q: 3 clusters Score -5724808 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5725010.000000 Penalty: 5369.991211
	Iteration 15Q: 3 clusters Score -5725010 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5725143.000000 Penalty: 5369.991211
	Iteration 16Q: 3 clusters Score -5725143 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5725228.000000 Penalty: 5369.991211
	Iteration 17Q: 3 clusters Score -5725228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5725301.000000 Penalty: 5369.991211
	Iteration 18Q: 3 clusters Score -5725301 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5725357.500000 Penalty: 5369.991211
	Iteration 19Q: 3 clusters Score -5725358 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5725404.500000 Penalty: 5369.991211
	Iteration 20F: 3 clusters Score -5725404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -5725408.000000 Penalty: 5369.991211
	Iteration 21Q: 3 clusters Score -5725408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5725431.500000 Penalty: 5369.991211
	Iteration 22Q: 3 clusters Score -5725432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5725460.500000 Penalty: 5369.991211
	Iteration 23Q: 3 clusters Score -5725460 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5725487.500000 Penalty: 5369.991211
	Iteration 24Q: 3 clusters Score -5725488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5725536.000000 Penalty: 5369.991211
	Iteration 25Q: 3 clusters Score -5725536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5725567.500000 Penalty: 5369.991211
	Iteration 26Q: 3 clusters Score -5725568 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5725589.500000 Penalty: 5369.991211
	Iteration 27Q: 3 clusters Score -5725590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5725615.000000 Penalty: 5369.991211
	Iteration 28Q: 3 clusters Score -5725615 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5725643.000000 Penalty: 5369.991211
	Iteration 29Q: 3 clusters Score -5725643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -5725650.000000 Penalty: 5369.991211
	Iteration 30Q: 3 clusters Score -5725650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5725680.000000 Penalty: 5369.991211
	Iteration 31Q: 3 clusters Score -5725680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5725696.500000 Penalty: 5369.991211
	Iteration 32Q: 3 clusters Score -5725696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -5725709.500000 Penalty: 5369.991211
	Iteration 33Q: 3 clusters Score -5725710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -5725723.500000 Penalty: 5369.991211
	Iteration 34Q: 3 clusters Score -5725724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -5725729.000000 Penalty: 5369.991211
	Iteration 35Q: 3 clusters Score -5725729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -5725724.500000 Penalty: 5369.991211
	Iteration 36Q: 3 clusters Score -5725724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5725737.500000 Penalty: 5369.991211
	Iteration 37Q: 3 clusters Score -5725738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5725763.000000 Penalty: 5369.991211
	Iteration 38Q: 3 clusters Score -5725763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -5725765.000000 Penalty: 5369.991211
	Iteration 39Q: 3 clusters Score -5725765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5725760.500000 Penalty: 5369.991211
	Iteration 40F: 3 clusters Score -5725760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -5725759.500000 Penalty: 5369.991211
	Iteration 41Q: 3 clusters Score -5725760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5725771.000000 Penalty: 5369.991211
	Iteration 42Q: 3 clusters Score -5725771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -5725778.000000 Penalty: 5369.991211
	Iteration 43Q: 3 clusters Score -5725778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -5725778.500000 Penalty: 5369.991211
	Iteration 44Q: 3 clusters Score -5725778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5725778.000000 Penalty: 5369.991211
	Iteration 45Q: 3 clusters Score -5725778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -5725774.500000 Penalty: 5369.991211
	Iteration 46Q: 3 clusters Score -5725774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -5725785.500000 Penalty: 5369.991211
	Iteration 47Q: 3 clusters Score -5725786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -5725782.500000 Penalty: 5369.991211
	Iteration 48Q: 3 clusters Score -5725782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -5725772.500000 Penalty: 5369.991211
	Iteration 49Q: 3 clusters Score -5725772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -5725789.000000 Penalty: 5369.991211
	Iteration 50Q: 3 clusters Score -5725789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -5725793.500000 Penalty: 5369.991211
	Iteration 51Q: 3 clusters Score -5725794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -5725786.000000 Penalty: 5369.991211
	Iteration 52Q: 3 clusters Score -5725786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -5725783.500000 Penalty: 5369.991211
	Iteration 53Q: 3 clusters Score -5725784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5725792.000000 Penalty: 5369.991211
	Iteration 54Q: 3 clusters Score -5725792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -5725792.500000 Penalty: 5369.991211
	Iteration 55Q: 3 clusters Score -5725792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5725802.500000 Penalty: 5369.991211
	Iteration 56Q: 3 clusters Score -5725802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5725804.500000 Penalty: 5369.991211
	Iteration 57Q: 3 clusters Score -5725804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -5725804.500000 Penalty: 5369.991211
	Iteration 58Q: 3 clusters Score -5725804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -5725801.000000 Penalty: 5369.991211
	Iteration 59Q: 3 clusters Score -5725801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -5725800.000000 Penalty: 5369.991211
	Iteration 60F: 3 clusters Score -5725800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -5725802.000000 Penalty: 5369.991211
	Iteration 61Q: 3 clusters Score -5725802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -5725810.500000 Penalty: 5369.991211
	Iteration 62Q: 3 clusters Score -5725810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -5725819.500000 Penalty: 5369.991211
	Iteration 63Q: 3 clusters Score -5725820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -5725822.500000 Penalty: 5369.991211
	Iteration 64Q: 3 clusters Score -5725822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -5725832.500000 Penalty: 5369.991211
	Iteration 65Q: 3 clusters Score -5725832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -5725831.500000 Penalty: 5369.991211
	Iteration 66Q: 3 clusters Score -5725832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -5725836.000000 Penalty: 5369.991211
	Iteration 67Q: 3 clusters Score -5725836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -5725835.500000 Penalty: 5369.991211
	Iteration 68Q: 3 clusters Score -5725836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -5725839.000000 Penalty: 5369.991211
	Iteration 69Q: 3 clusters Score -5725839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -5725836.500000 Penalty: 5369.991211
	Iteration 70Q: 3 clusters Score -5725836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -5725843.000000 Penalty: 5369.991211
	Iteration 71Q: 3 clusters Score -5725843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -5725853.500000 Penalty: 5369.991211
	Iteration 72Q: 3 clusters Score -5725854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5725857.000000 Penalty: 5369.991211
	Iteration 73Q: 3 clusters Score -5725857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5725858.000000 Penalty: 5369.991211
	Iteration 74Q: 3 clusters Score -5725858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5725853.000000 Penalty: 5369.991211
	Iteration 75Q: 3 clusters Score -5725853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -5725849.000000 Penalty: 5369.991211
	Iteration 76Q: 3 clusters Score -5725849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5725863.000000 Penalty: 5369.991211
	Iteration 77Q: 3 clusters Score -5725863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -5725868.000000 Penalty: 5369.991211
	Iteration 78Q: 3 clusters Score -5725868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -5725865.000000 Penalty: 5369.991211
	Iteration 79Q: 3 clusters Score -5725865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -5725872.500000 Penalty: 5369.991211
	Iteration 80F: 3 clusters Score -5725872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -5725868.000000 Penalty: 5369.991211
	Iteration 81Q: 3 clusters Score -5725868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5725862.500000 Penalty: 5369.991211
	Iteration 82Q: 3 clusters Score -5725862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5725858.000000 Penalty: 5369.991211
	Iteration 83Q: 3 clusters Score -5725858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -5725855.000000 Penalty: 5369.991211
	Iteration 84Q: 3 clusters Score -5725855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -5725855.000000 Penalty: 5369.991211
	Iteration 85Q: 3 clusters Score -5725855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -5725855.000000 Penalty: 5369.991211
	Iteration 86F: 3 clusters Score -5725855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Entering Unmasked Estep 
Score: -2169446.500000 Penalty: 2452.907715
	Iteration 0F: 2 clusters Score -2169446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2155457.250000 Penalty: 4905.815430
	Iteration 0F: 3 clusters Score -2155457 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2160475.500000 Penalty: 4905.815430
	Iteration 1F: 3 clusters Score -2160476 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2161521.750000 Penalty: 4905.815430
	Iteration 2F: 3 clusters Score -2161522 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2162947.500000 Penalty: 4905.815430
	Iteration 3F: 3 clusters Score -2162948 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2164210.250000 Penalty: 4905.815430
	Iteration 4F: 3 clusters Score -2164210 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2165095.000000 Penalty: 4905.815430
	Iteration 5F: 3 clusters Score -2165095 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2165841.750000 Penalty: 4905.815430
	Iteration 6F: 3 clusters Score -2165842 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2166458.250000 Penalty: 4905.815430
	Iteration 7F: 3 clusters Score -2166458 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2166941.000000 Penalty: 4905.815430
	Iteration 8Q: 3 clusters Score -2166941 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2167314.750000 Penalty: 4905.815430
	Iteration 9Q: 3 clusters Score -2167315 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2167571.750000 Penalty: 4905.815430
	Iteration 10Q: 3 clusters Score -2167572 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2167759.000000 Penalty: 4905.815430
	Iteration 11Q: 3 clusters Score -2167759 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2167889.250000 Penalty: 4905.815430
	Iteration 12Q: 3 clusters Score -2167889 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2168000.000000 Penalty: 4905.815430
	Iteration 13Q: 3 clusters Score -2168000 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2168101.500000 Penalty: 4905.815430
	Iteration 14Q: 3 clusters Score -2168102 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2168208.750000 Penalty: 4905.815430
	Iteration 15Q: 3 clusters Score -2168209 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2168304.250000 Penalty: 4905.815430
	Iteration 16Q: 3 clusters Score -2168304 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2168410.250000 Penalty: 4905.815430
	Iteration 17Q: 3 clusters Score -2168410 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2168502.000000 Penalty: 4905.815430
	Iteration 18Q: 3 clusters Score -2168502 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2168577.750000 Penalty: 4905.815430
	Iteration 19Q: 3 clusters Score -2168578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2168652.250000 Penalty: 4905.815430
	Iteration 20F: 3 clusters Score -2168652 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2168726.250000 Penalty: 4905.815430
	Iteration 21Q: 3 clusters Score -2168726 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2168783.000000 Penalty: 4905.815430
	Iteration 22Q: 3 clusters Score -2168783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2168834.750000 Penalty: 4905.815430
	Iteration 23Q: 3 clusters Score -2168835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2168875.250000 Penalty: 4905.815430
	Iteration 24Q: 3 clusters Score -2168875 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2168904.750000 Penalty: 4905.815430
	Iteration 25Q: 3 clusters Score -2168905 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2168933.000000 Penalty: 4905.815430
	Iteration 26Q: 3 clusters Score -2168933 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2168969.750000 Penalty: 4905.815430
	Iteration 27Q: 3 clusters Score -2168970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2168983.500000 Penalty: 4905.815430
	Iteration 28Q: 3 clusters Score -2168984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2169010.500000 Penalty: 4905.815430
	Iteration 29Q: 3 clusters Score -2169010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2169039.750000 Penalty: 4905.815430
	Iteration 30Q: 3 clusters Score -2169040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2169066.250000 Penalty: 4905.815430
	Iteration 31Q: 3 clusters Score -2169066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2169081.250000 Penalty: 4905.815430
	Iteration 32Q: 3 clusters Score -2169081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2169098.000000 Penalty: 4905.815430
	Iteration 33Q: 3 clusters Score -2169098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2169125.500000 Penalty: 4905.815430
	Iteration 34Q: 3 clusters Score -2169126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2169135.750000 Penalty: 4905.815430
	Iteration 35Q: 3 clusters Score -2169136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2169136.000000 Penalty: 4905.815430
	Iteration 36Q: 3 clusters Score -2169136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2169144.250000 Penalty: 4905.815430
	Iteration 37Q: 3 clusters Score -2169144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2169155.250000 Penalty: 4905.815430
	Iteration 38Q: 3 clusters Score -2169155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2169160.000000 Penalty: 4905.815430
	Iteration 39Q: 3 clusters Score -2169160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2169158.000000 Penalty: 4905.815430
	Iteration 40F: 3 clusters Score -2169158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2169165.750000 Penalty: 4905.815430
	Iteration 41Q: 3 clusters Score -2169166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2169162.750000 Penalty: 4905.815430
	Iteration 42Q: 3 clusters Score -2169163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2169167.500000 Penalty: 4905.815430
	Iteration 43Q: 3 clusters Score -2169168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2169167.500000 Penalty: 4905.815430
	Iteration 44Q: 3 clusters Score -2169168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2169165.250000 Penalty: 4905.815430
	Iteration 45Q: 3 clusters Score -2169165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2169169.000000 Penalty: 4905.815430
	Iteration 46Q: 3 clusters Score -2169169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2169168.000000 Penalty: 4905.815430
	Iteration 47Q: 3 clusters Score -2169168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2169168.750000 Penalty: 4905.815430
	Iteration 48Q: 3 clusters Score -2169169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2169168.750000 Penalty: 4905.815430
	Iteration 49F: 3 clusters Score -2169169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Entering Unmasked Estep 
Score: -565916.562500 Penalty: 2147.656982
	Iteration 0F: 2 clusters Score -565916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -560972.500000 Penalty: 4295.313965
	Iteration 0F: 3 clusters Score -560972.5 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -562383.250000 Penalty: 4295.313965
	Iteration 1F: 3 clusters Score -562383.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -562778.875000 Penalty: 4295.313965
	Iteration 2F: 3 clusters Score -562778.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -563074.562500 Penalty: 4295.313965
	Iteration 3F: 3 clusters Score -563074.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -563398.562500 Penalty: 4295.313965
	Iteration 4F: 3 clusters Score -563398.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -563769.125000 Penalty: 4295.313965
	Iteration 5F: 3 clusters Score -563769.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -564104.062500 Penalty: 4295.313965
	Iteration 6F: 3 clusters Score -564104.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -564364.750000 Penalty: 4295.313965
	Iteration 7F: 3 clusters Score -564364.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -564567.250000 Penalty: 4295.313965
	Iteration 8Q: 3 clusters Score -564567.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -564703.250000 Penalty: 4295.313965
	Iteration 9Q: 3 clusters Score -564703.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -564785.562500 Penalty: 4295.313965
	Iteration 10Q: 3 clusters Score -564785.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -564838.937500 Penalty: 4295.313965
	Iteration 11Q: 3 clusters Score -564838.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -564876.125000 Penalty: 4295.313965
	Iteration 12Q: 3 clusters Score -564876.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -564906.250000 Penalty: 4295.313965
	Iteration 13Q: 3 clusters Score -564906.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -564934.687500 Penalty: 4295.313965
	Iteration 14Q: 3 clusters Score -564934.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -564960.562500 Penalty: 4295.313965
	Iteration 15Q: 3 clusters Score -564960.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -564995.625000 Penalty: 4295.313965
	Iteration 16Q: 3 clusters Score -564995.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -565040.250000 Penalty: 4295.313965
	Iteration 17Q: 3 clusters Score -565040.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -565082.625000 Penalty: 4295.313965
	Iteration 18Q: 3 clusters Score -565082.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -565133.625000 Penalty: 4295.313965
	Iteration 19Q: 3 clusters Score -565133.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -565176.375000 Penalty: 4295.313965
	Iteration 20F: 3 clusters Score -565176.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -565209.500000 Penalty: 4295.313965
	Iteration 21Q: 3 clusters Score -565209.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -565231.812500 Penalty: 4295.313965
	Iteration 22Q: 3 clusters Score -565231.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -565246.875000 Penalty: 4295.313965
	Iteration 23Q: 3 clusters Score -565246.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -565259.000000 Penalty: 4295.313965
	Iteration 24Q: 3 clusters Score -565259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -565273.250000 Penalty: 4295.313965
	Iteration 25Q: 3 clusters Score -565273.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -565285.500000 Penalty: 4295.313965
	Iteration 26Q: 3 clusters Score -565285.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -565292.500000 Penalty: 4295.313965
	Iteration 27Q: 3 clusters Score -565292.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -565296.812500 Penalty: 4295.313965
	Iteration 28Q: 3 clusters Score -565296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565301.062500 Penalty: 4295.313965
	Iteration 29Q: 3 clusters Score -565301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -565303.812500 Penalty: 4295.313965
	Iteration 30Q: 3 clusters Score -565303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -565306.250000 Penalty: 4295.313965
	Iteration 31Q: 3 clusters Score -565306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -565306.750000 Penalty: 4295.313965
	Iteration 32Q: 3 clusters Score -565306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -565309.187500 Penalty: 4295.313965
	Iteration 33Q: 3 clusters Score -565309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -565309.500000 Penalty: 4295.313965
	Iteration 34Q: 3 clusters Score -565309.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -565310.875000 Penalty: 4295.313965
	Iteration 35Q: 3 clusters Score -565310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -565311.437500 Penalty: 4295.313965
	Iteration 36Q: 3 clusters Score -565311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -565312.125000 Penalty: 4295.313965
	Iteration 37Q: 3 clusters Score -565312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -565312.500000 Penalty: 4295.313965
	Iteration 38Q: 3 clusters Score -565312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -565315.187500 Penalty: 4295.313965
	Iteration 39Q: 3 clusters Score -565315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -565316.312500 Penalty: 4295.313965
	Iteration 40F: 3 clusters Score -565316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -565318.937500 Penalty: 4295.313965
	Iteration 41Q: 3 clusters Score -565318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -565318.375000 Penalty: 4295.313965
	Iteration 42Q: 3 clusters Score -565318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -565318.562500 Penalty: 4295.313965
	Iteration 43Q: 3 clusters Score -565318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -565319.562500 Penalty: 4295.313965
	Iteration 44Q: 3 clusters Score -565319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -565319.562500 Penalty: 4295.313965
	Iteration 45F: 3 clusters Score -565319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -150527.453125 Penalty: 1861.362061
	Iteration 0F: 2 clusters Score -150527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -148215.062500 Penalty: 3722.724121
	Iteration 0F: 3 clusters Score -148215.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -150330.890625 Penalty: 3722.724121
	Iteration 1F: 3 clusters Score -150330.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -152242.046875 Penalty: 3722.724121
	Iteration 2F: 3 clusters Score -152242 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -154115.140625 Penalty: 3722.724121
	Iteration 3F: 3 clusters Score -154115.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155885.750000 Penalty: 3722.724121
	Iteration 4F: 3 clusters Score -155885.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -156873.953125 Penalty: 3722.724121
	Iteration 5Q: 3 clusters Score -156874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157302.468750 Penalty: 3722.724121
	Iteration 6Q: 3 clusters Score -157302.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157949.671875 Penalty: 3722.724121
	Iteration 7Q: 3 clusters Score -157949.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158556.093750 Penalty: 3722.724121
	Iteration 8Q: 3 clusters Score -158556.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -159163.218750 Penalty: 3722.724121
	Iteration 9Q: 3 clusters Score -159163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -159202.265625 Penalty: 3722.724121
	Iteration 10Q: 3 clusters Score -159202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -159205.843750 Penalty: 3722.724121
	Iteration 11Q: 3 clusters Score -159205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -159207.921875 Penalty: 3722.724121
	Iteration 12Q: 3 clusters Score -159207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -159213.984375 Penalty: 3722.724121
	Iteration 13Q: 3 clusters Score -159214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -159217.781250 Penalty: 3722.724121
	Iteration 14Q: 3 clusters Score -159217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -159221.921875 Penalty: 3722.724121
	Iteration 15Q: 3 clusters Score -159221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -159228.828125 Penalty: 3722.724121
	Iteration 16Q: 3 clusters Score -159228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -159231.687500 Penalty: 3722.724121
	Iteration 17Q: 3 clusters Score -159231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159234.843750 Penalty: 3722.724121
	Iteration 18Q: 3 clusters Score -159234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -159235.828125 Penalty: 3722.724121
	Iteration 19Q: 3 clusters Score -159235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -159241.562500 Penalty: 3722.724121
	Iteration 20F: 3 clusters Score -159241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159266.484375 Penalty: 3722.724121
	Iteration 21Q: 3 clusters Score -159266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159270.515625 Penalty: 3722.724121
	Iteration 22Q: 3 clusters Score -159270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159270.515625 Penalty: 3722.724121
	Iteration 23F: 3 clusters Score -159270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Mstep: Class 30 contains 16203 members 
Mstep: Class 31 contains 15282 members 
Mstep: Class 32 contains 848 members 
Entering Unmasked Estep 
Score: -110902160.000000 Penalty: 109742.664062
Splitting cluster 16 changes total score from -110888088.000000 to -110902160.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -438152.312500 Penalty: 2060.739014
	Iteration 0F: 2 clusters Score -438152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -434221.687500 Penalty: 4121.478027
	Iteration 0F: 3 clusters Score -434221.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -435119.937500 Penalty: 4121.478027
	Iteration 1F: 3 clusters Score -435119.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -435283.031250 Penalty: 4121.478027
	Iteration 2F: 3 clusters Score -435283 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -435356.468750 Penalty: 4121.478027
	Iteration 3Q: 3 clusters Score -435356.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -435400.906250 Penalty: 4121.478027
	Iteration 4Q: 3 clusters Score -435400.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -435444.000000 Penalty: 4121.478027
	Iteration 5Q: 3 clusters Score -435444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -435472.906250 Penalty: 4121.478027
	Iteration 6Q: 3 clusters Score -435472.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -435494.781250 Penalty: 4121.478027
	Iteration 7Q: 3 clusters Score -435494.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -435518.218750 Penalty: 4121.478027
	Iteration 8Q: 3 clusters Score -435518.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -435538.906250 Penalty: 4121.478027
	Iteration 9Q: 3 clusters Score -435538.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -435557.000000 Penalty: 4121.478027
	Iteration 10Q: 3 clusters Score -435557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -435572.687500 Penalty: 4121.478027
	Iteration 11Q: 3 clusters Score -435572.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435601.968750 Penalty: 4121.478027
	Iteration 12Q: 3 clusters Score -435602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435644.750000 Penalty: 4121.478027
	Iteration 13Q: 3 clusters Score -435644.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -435723.531250 Penalty: 4121.478027
	Iteration 14Q: 3 clusters Score -435723.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -435816.656250 Penalty: 4121.478027
	Iteration 15Q: 3 clusters Score -435816.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -435890.312500 Penalty: 4121.478027
	Iteration 16Q: 3 clusters Score -435890.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -435958.218750 Penalty: 4121.478027
	Iteration 17Q: 3 clusters Score -435958.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -436012.500000 Penalty: 4121.478027
	Iteration 18Q: 3 clusters Score -436012.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -436073.375000 Penalty: 4121.478027
	Iteration 19Q: 3 clusters Score -436073.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -436152.531250 Penalty: 4121.478027
	Iteration 20F: 3 clusters Score -436152.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -436253.781250 Penalty: 4121.478027
	Iteration 21Q: 3 clusters Score -436253.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -436329.562500 Penalty: 4121.478027
	Iteration 22Q: 3 clusters Score -436329.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -436402.531250 Penalty: 4121.478027
	Iteration 23Q: 3 clusters Score -436402.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -436468.531250 Penalty: 4121.478027
	Iteration 24Q: 3 clusters Score -436468.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -436534.281250 Penalty: 4121.478027
	Iteration 25Q: 3 clusters Score -436534.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -436593.093750 Penalty: 4121.478027
	Iteration 26Q: 3 clusters Score -436593.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -436632.062500 Penalty: 4121.478027
	Iteration 27Q: 3 clusters Score -436632.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -436670.125000 Penalty: 4121.478027
	Iteration 28Q: 3 clusters Score -436670.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -436704.156250 Penalty: 4121.478027
	Iteration 29Q: 3 clusters Score -436704.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -436733.406250 Penalty: 4121.478027
	Iteration 30Q: 3 clusters Score -436733.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -436759.093750 Penalty: 4121.478027
	Iteration 31Q: 3 clusters Score -436759.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -436774.375000 Penalty: 4121.478027
	Iteration 32Q: 3 clusters Score -436774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -436783.187500 Penalty: 4121.478027
	Iteration 33Q: 3 clusters Score -436783.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -436788.843750 Penalty: 4121.478027
	Iteration 34Q: 3 clusters Score -436788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -436793.906250 Penalty: 4121.478027
	Iteration 35Q: 3 clusters Score -436793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -436797.812500 Penalty: 4121.478027
	Iteration 36Q: 3 clusters Score -436797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -436803.843750 Penalty: 4121.478027
	Iteration 37Q: 3 clusters Score -436803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -436808.875000 Penalty: 4121.478027
	Iteration 38Q: 3 clusters Score -436808.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -436815.375000 Penalty: 4121.478027
	Iteration 39Q: 3 clusters Score -436815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -436820.062500 Penalty: 4121.478027
	Iteration 40F: 3 clusters Score -436820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -436823.968750 Penalty: 4121.478027
	Iteration 41Q: 3 clusters Score -436824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -436828.125000 Penalty: 4121.478027
	Iteration 42Q: 3 clusters Score -436828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -436829.250000 Penalty: 4121.478027
	Iteration 43Q: 3 clusters Score -436829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -436830.406250 Penalty: 4121.478027
	Iteration 44Q: 3 clusters Score -436830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -436831.156250 Penalty: 4121.478027
	Iteration 45Q: 3 clusters Score -436831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -436831.156250 Penalty: 4121.478027
	Iteration 46F: 3 clusters Score -436831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Entering Unmasked Estep 
Score: -1561805.000000 Penalty: 2368.775879
	Iteration 0F: 2 clusters Score -1561805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1551536.250000 Penalty: 4737.551758
	Iteration 0F: 3 clusters Score -1551536 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1554678.875000 Penalty: 4737.551758
	Iteration 1F: 3 clusters Score -1554679 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1555195.125000 Penalty: 4737.551758
	Iteration 2F: 3 clusters Score -1555195 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1555972.750000 Penalty: 4737.551758
	Iteration 3F: 3 clusters Score -1555973 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1557009.250000 Penalty: 4737.551758
	Iteration 4F: 3 clusters Score -1557009 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1558056.875000 Penalty: 4737.551758
	Iteration 5F: 3 clusters Score -1558057 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1558877.250000 Penalty: 4737.551758
	Iteration 6F: 3 clusters Score -1558877 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1559435.125000 Penalty: 4737.551758
	Iteration 7F: 3 clusters Score -1559435 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1559765.125000 Penalty: 4737.551758
	Iteration 8Q: 3 clusters Score -1559765 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1559943.750000 Penalty: 4737.551758
	Iteration 9Q: 3 clusters Score -1559944 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1560105.625000 Penalty: 4737.551758
	Iteration 10Q: 3 clusters Score -1560106 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1560231.500000 Penalty: 4737.551758
	Iteration 11Q: 3 clusters Score -1560232 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1560372.375000 Penalty: 4737.551758
	Iteration 12Q: 3 clusters Score -1560372 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1560505.125000 Penalty: 4737.551758
	Iteration 13Q: 3 clusters Score -1560505 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1560606.000000 Penalty: 4737.551758
	Iteration 14Q: 3 clusters Score -1560606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1560683.250000 Penalty: 4737.551758
	Iteration 15Q: 3 clusters Score -1560683 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1560729.250000 Penalty: 4737.551758
	Iteration 16Q: 3 clusters Score -1560729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1560748.750000 Penalty: 4737.551758
	Iteration 17Q: 3 clusters Score -1560749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1560765.500000 Penalty: 4737.551758
	Iteration 18Q: 3 clusters Score -1560766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1560774.250000 Penalty: 4737.551758
	Iteration 19Q: 3 clusters Score -1560774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1560782.500000 Penalty: 4737.551758
	Iteration 20F: 3 clusters Score -1560782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1560786.000000 Penalty: 4737.551758
	Iteration 21Q: 3 clusters Score -1560786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1560789.250000 Penalty: 4737.551758
	Iteration 22Q: 3 clusters Score -1560789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1560795.875000 Penalty: 4737.551758
	Iteration 23Q: 3 clusters Score -1560796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1560797.750000 Penalty: 4737.551758
	Iteration 24Q: 3 clusters Score -1560798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1560801.125000 Penalty: 4737.551758
	Iteration 25Q: 3 clusters Score -1560801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1560796.875000 Penalty: 4737.551758
	Iteration 26Q: 3 clusters Score -1560797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1560800.625000 Penalty: 4737.551758
	Iteration 27Q: 3 clusters Score -1560801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1560801.250000 Penalty: 4737.551758
	Iteration 28Q: 3 clusters Score -1560801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1560801.250000 Penalty: 4737.551758
	Iteration 29Q: 3 clusters Score -1560801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1560806.375000 Penalty: 4737.551758
	Iteration 30Q: 3 clusters Score -1560806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1560808.250000 Penalty: 4737.551758
	Iteration 31Q: 3 clusters Score -1560808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1560811.875000 Penalty: 4737.551758
	Iteration 32Q: 3 clusters Score -1560812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1560815.125000 Penalty: 4737.551758
	Iteration 33Q: 3 clusters Score -1560815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1560813.375000 Penalty: 4737.551758
	Iteration 34Q: 3 clusters Score -1560813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1560815.125000 Penalty: 4737.551758
	Iteration 35Q: 3 clusters Score -1560815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1560816.250000 Penalty: 4737.551758
	Iteration 36Q: 3 clusters Score -1560816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1560817.375000 Penalty: 4737.551758
	Iteration 37Q: 3 clusters Score -1560817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1560819.500000 Penalty: 4737.551758
	Iteration 38Q: 3 clusters Score -1560820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1560819.500000 Penalty: 4737.551758
	Iteration 39Q: 3 clusters Score -1560820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1560821.250000 Penalty: 4737.551758
	Iteration 40F: 3 clusters Score -1560821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Entering Unmasked Estep 
Score: -4717100.500000 Penalty: 2643.321045
	Iteration 0F: 2 clusters Score -4717100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4688424.000000 Penalty: 5286.642090
	Iteration 0F: 3 clusters Score -4688424 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4698932.000000 Penalty: 5286.642090
	Iteration 1F: 3 clusters Score -4698932 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4699406.500000 Penalty: 5286.642090
	Iteration 2Q: 3 clusters Score -4699406 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4699865.000000 Penalty: 5286.642090
	Iteration 3Q: 3 clusters Score -4699865 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4700239.000000 Penalty: 5286.642090
	Iteration 4Q: 3 clusters Score -4700239 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4700570.000000 Penalty: 5286.642090
	Iteration 5Q: 3 clusters Score -4700570 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4700868.000000 Penalty: 5286.642090
	Iteration 6Q: 3 clusters Score -4700868 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -4701260.000000 Penalty: 5286.642090
	Iteration 7Q: 3 clusters Score -4701260 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -4701776.500000 Penalty: 5286.642090
	Iteration 8Q: 3 clusters Score -4701776 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4702548.000000 Penalty: 5286.642090
	Iteration 9Q: 3 clusters Score -4702548 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4703760.500000 Penalty: 5286.642090
	Iteration 10Q: 3 clusters Score -4703760 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4705527.500000 Penalty: 5286.642090
	Iteration 11F: 3 clusters Score -4705528 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4707724.000000 Penalty: 5286.642090
	Iteration 12F: 3 clusters Score -4707724 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4709907.500000 Penalty: 5286.642090
	Iteration 13F: 3 clusters Score -4709908 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -4711741.000000 Penalty: 5286.642090
	Iteration 14Q: 3 clusters Score -4711741 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4713097.000000 Penalty: 5286.642090
	Iteration 15Q: 3 clusters Score -4713097 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4713845.000000 Penalty: 5286.642090
	Iteration 16Q: 3 clusters Score -4713845 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4714247.000000 Penalty: 5286.642090
	Iteration 17Q: 3 clusters Score -4714247 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4714467.000000 Penalty: 5286.642090
	Iteration 18Q: 3 clusters Score -4714467 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -4714600.000000 Penalty: 5286.642090
	Iteration 19Q: 3 clusters Score -4714600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -4714686.000000 Penalty: 5286.642090
	Iteration 20F: 3 clusters Score -4714686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -4714742.000000 Penalty: 5286.642090
	Iteration 21Q: 3 clusters Score -4714742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -4714777.500000 Penalty: 5286.642090
	Iteration 22Q: 3 clusters Score -4714778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4714814.000000 Penalty: 5286.642090
	Iteration 23Q: 3 clusters Score -4714814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4714844.000000 Penalty: 5286.642090
	Iteration 24Q: 3 clusters Score -4714844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4714862.500000 Penalty: 5286.642090
	Iteration 25Q: 3 clusters Score -4714862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -4714859.500000 Penalty: 5286.642090
	Iteration 26Q: 3 clusters Score -4714860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -4714861.500000 Penalty: 5286.642090
	Iteration 27Q: 3 clusters Score -4714862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -4714863.000000 Penalty: 5286.642090
	Iteration 28Q: 3 clusters Score -4714863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -4714860.000000 Penalty: 5286.642090
	Iteration 29Q: 3 clusters Score -4714860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -4714861.500000 Penalty: 5286.642090
	Iteration 30Q: 3 clusters Score -4714862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -4714866.000000 Penalty: 5286.642090
	Iteration 31Q: 3 clusters Score -4714866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -4714869.000000 Penalty: 5286.642090
	Iteration 32Q: 3 clusters Score -4714869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -4714868.000000 Penalty: 5286.642090
	Iteration 33Q: 3 clusters Score -4714868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -4714874.500000 Penalty: 5286.642090
	Iteration 34Q: 3 clusters Score -4714874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4714877.500000 Penalty: 5286.642090
	Iteration 35Q: 3 clusters Score -4714878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4714877.500000 Penalty: 5286.642090
	Iteration 36F: 3 clusters Score -4714878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -439457.062500 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -439457.1 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 2004 members 
Entering Unmasked Estep 
Score: -435525.062500 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -435525.1 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -436401.937500 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -436401.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -436587.406250 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -436587.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -436688.937500 Penalty: 4111.237793
	Iteration 3Q: 3 clusters Score -436688.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -436751.031250 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -436751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -436800.406250 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -436800.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -436842.687500 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -436842.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -436876.937500 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -436876.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -436907.718750 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -436907.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -436932.468750 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -436932.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -436957.843750 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -436957.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -436979.687500 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -436979.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -437000.968750 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -437001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -437019.843750 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -437019.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -437035.750000 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -437035.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -437047.187500 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -437047.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -437056.312500 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -437056.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -437067.281250 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -437067.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -437076.562500 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -437076.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -437084.437500 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -437084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -437090.781250 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -437090.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -437097.593750 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -437097.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -437102.375000 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -437102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -437106.843750 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -437106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -437110.062500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -437110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -437113.093750 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -437113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -437116.468750 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -437116.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -437118.812500 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -437118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -437123.531250 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -437123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -437125.406250 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -437125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -437131.281250 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -437131.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -437135.937500 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -437135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -437140.125000 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -437140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -437141.531250 Penalty: 4111.237793
	Iteration 33Q: 3 clusters Score -437141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -437144.750000 Penalty: 4111.237793
	Iteration 34Q: 3 clusters Score -437144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -437146.406250 Penalty: 4111.237793
	Iteration 35Q: 3 clusters Score -437146.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -437151.375000 Penalty: 4111.237793
	Iteration 36Q: 3 clusters Score -437151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -437154.531250 Penalty: 4111.237793
	Iteration 37Q: 3 clusters Score -437154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -437157.281250 Penalty: 4111.237793
	Iteration 38Q: 3 clusters Score -437157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -437160.031250 Penalty: 4111.237793
	Iteration 39Q: 3 clusters Score -437160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -437162.687500 Penalty: 4111.237793
	Iteration 40F: 3 clusters Score -437162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -437164.812500 Penalty: 4111.237793
	Iteration 41Q: 3 clusters Score -437164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -437167.500000 Penalty: 4111.237793
	Iteration 42Q: 3 clusters Score -437167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -437171.156250 Penalty: 4111.237793
	Iteration 43Q: 3 clusters Score -437171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -437172.937500 Penalty: 4111.237793
	Iteration 44Q: 3 clusters Score -437172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -437176.718750 Penalty: 4111.237793
	Iteration 45Q: 3 clusters Score -437176.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -437182.156250 Penalty: 4111.237793
	Iteration 46Q: 3 clusters Score -437182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -437185.125000 Penalty: 4111.237793
	Iteration 47Q: 3 clusters Score -437185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -437186.937500 Penalty: 4111.237793
	Iteration 48Q: 3 clusters Score -437186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -437188.437500 Penalty: 4111.237793
	Iteration 49Q: 3 clusters Score -437188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -437189.531250 Penalty: 4111.237793
	Iteration 50Q: 3 clusters Score -437189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -437192.875000 Penalty: 4111.237793
	Iteration 51Q: 3 clusters Score -437192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -437194.625000 Penalty: 4111.237793
	Iteration 52Q: 3 clusters Score -437194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -437195.437500 Penalty: 4111.237793
	Iteration 53Q: 3 clusters Score -437195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -437197.718750 Penalty: 4111.237793
	Iteration 54Q: 3 clusters Score -437197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -437200.593750 Penalty: 4111.237793
	Iteration 55Q: 3 clusters Score -437200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -437202.500000 Penalty: 4111.237793
	Iteration 56Q: 3 clusters Score -437202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -437202.781250 Penalty: 4111.237793
	Iteration 57Q: 3 clusters Score -437202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -437206.156250 Penalty: 4111.237793
	Iteration 58Q: 3 clusters Score -437206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -437209.750000 Penalty: 4111.237793
	Iteration 59Q: 3 clusters Score -437209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -437213.312500 Penalty: 4111.237793
	Iteration 60F: 3 clusters Score -437213.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -437215.937500 Penalty: 4111.237793
	Iteration 61Q: 3 clusters Score -437215.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -437219.062500 Penalty: 4111.237793
	Iteration 62Q: 3 clusters Score -437219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -437223.312500 Penalty: 4111.237793
	Iteration 63Q: 3 clusters Score -437223.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -437228.250000 Penalty: 4111.237793
	Iteration 64Q: 3 clusters Score -437228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -437233.000000 Penalty: 4111.237793
	Iteration 65Q: 3 clusters Score -437233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -437237.968750 Penalty: 4111.237793
	Iteration 66Q: 3 clusters Score -437238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -437244.156250 Penalty: 4111.237793
	Iteration 67Q: 3 clusters Score -437244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -437250.468750 Penalty: 4111.237793
	Iteration 68Q: 3 clusters Score -437250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -437256.093750 Penalty: 4111.237793
	Iteration 69Q: 3 clusters Score -437256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -437260.843750 Penalty: 4111.237793
	Iteration 70Q: 3 clusters Score -437260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -437264.593750 Penalty: 4111.237793
	Iteration 71Q: 3 clusters Score -437264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -437268.625000 Penalty: 4111.237793
	Iteration 72Q: 3 clusters Score -437268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -437273.625000 Penalty: 4111.237793
	Iteration 73Q: 3 clusters Score -437273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -437279.187500 Penalty: 4111.237793
	Iteration 74Q: 3 clusters Score -437279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -437284.125000 Penalty: 4111.237793
	Iteration 75Q: 3 clusters Score -437284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -437291.062500 Penalty: 4111.237793
	Iteration 76Q: 3 clusters Score -437291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -437296.000000 Penalty: 4111.237793
	Iteration 77Q: 3 clusters Score -437296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -437301.812500 Penalty: 4111.237793
	Iteration 78Q: 3 clusters Score -437301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -437306.750000 Penalty: 4111.237793
	Iteration 79Q: 3 clusters Score -437306.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -437314.031250 Penalty: 4111.237793
	Iteration 80F: 3 clusters Score -437314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -437317.593750 Penalty: 4111.237793
	Iteration 81Q: 3 clusters Score -437317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -437324.968750 Penalty: 4111.237793
	Iteration 82Q: 3 clusters Score -437325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -437334.156250 Penalty: 4111.237793
	Iteration 83Q: 3 clusters Score -437334.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -437342.156250 Penalty: 4111.237793
	Iteration 84Q: 3 clusters Score -437342.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -437349.375000 Penalty: 4111.237793
	Iteration 85Q: 3 clusters Score -437349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -437352.687500 Penalty: 4111.237793
	Iteration 86Q: 3 clusters Score -437352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -437355.750000 Penalty: 4111.237793
	Iteration 87Q: 3 clusters Score -437355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -437357.343750 Penalty: 4111.237793
	Iteration 88Q: 3 clusters Score -437357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -437358.531250 Penalty: 4111.237793
	Iteration 89Q: 3 clusters Score -437358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -437364.062500 Penalty: 4111.237793
	Iteration 90Q: 3 clusters Score -437364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -437366.812500 Penalty: 4111.237793
	Iteration 91Q: 3 clusters Score -437366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -437369.375000 Penalty: 4111.237793
	Iteration 92Q: 3 clusters Score -437369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -437370.937500 Penalty: 4111.237793
	Iteration 93Q: 3 clusters Score -437370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -437374.281250 Penalty: 4111.237793
	Iteration 94Q: 3 clusters Score -437374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -437378.031250 Penalty: 4111.237793
	Iteration 95Q: 3 clusters Score -437378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -437381.875000 Penalty: 4111.237793
	Iteration 96Q: 3 clusters Score -437381.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -437385.250000 Penalty: 4111.237793
	Iteration 97Q: 3 clusters Score -437385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -437387.843750 Penalty: 4111.237793
	Iteration 98Q: 3 clusters Score -437387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -437390.968750 Penalty: 4111.237793
	Iteration 99Q: 3 clusters Score -437391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -437394.187500 Penalty: 4111.237793
	Iteration 100F: 3 clusters Score -437394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -437397.812500 Penalty: 4111.237793
	Iteration 101Q: 3 clusters Score -437397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -437401.500000 Penalty: 4111.237793
	Iteration 102Q: 3 clusters Score -437401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -437402.312500 Penalty: 4111.237793
	Iteration 103Q: 3 clusters Score -437402.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -437404.593750 Penalty: 4111.237793
	Iteration 104Q: 3 clusters Score -437404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -437407.468750 Penalty: 4111.237793
	Iteration 105Q: 3 clusters Score -437407.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -437410.312500 Penalty: 4111.237793
	Iteration 106Q: 3 clusters Score -437410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -437412.312500 Penalty: 4111.237793
	Iteration 107Q: 3 clusters Score -437412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -437412.625000 Penalty: 4111.237793
	Iteration 108Q: 3 clusters Score -437412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -437412.281250 Penalty: 4111.237793
	Iteration 109Q: 3 clusters Score -437412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -437415.687500 Penalty: 4111.237793
	Iteration 110Q: 3 clusters Score -437415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -437416.187500 Penalty: 4111.237793
	Iteration 111Q: 3 clusters Score -437416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -437416.500000 Penalty: 4111.237793
	Iteration 112Q: 3 clusters Score -437416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -437416.875000 Penalty: 4111.237793
	Iteration 113Q: 3 clusters Score -437416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -437418.843750 Penalty: 4111.237793
	Iteration 114Q: 3 clusters Score -437418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -437423.312500 Penalty: 4111.237793
	Iteration 115Q: 3 clusters Score -437423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -437423.937500 Penalty: 4111.237793
	Iteration 116Q: 3 clusters Score -437423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -437427.062500 Penalty: 4111.237793
	Iteration 117Q: 3 clusters Score -437427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -437428.281250 Penalty: 4111.237793
	Iteration 118Q: 3 clusters Score -437428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -437429.906250 Penalty: 4111.237793
	Iteration 119Q: 3 clusters Score -437429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -437433.843750 Penalty: 4111.237793
	Iteration 120F: 3 clusters Score -437433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -437434.312500 Penalty: 4111.237793
	Iteration 121Q: 3 clusters Score -437434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -437435.687500 Penalty: 4111.237793
	Iteration 122Q: 3 clusters Score -437435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -437438.500000 Penalty: 4111.237793
	Iteration 123Q: 3 clusters Score -437438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -437438.906250 Penalty: 4111.237793
	Iteration 124Q: 3 clusters Score -437438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -437438.906250 Penalty: 4111.237793
	Iteration 125F: 3 clusters Score -437438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -170270.890625 Penalty: 1833.223877
	Iteration 0F: 2 clusters Score -170270.9 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 820 members 
Entering Unmasked Estep 
Score: -168049.750000 Penalty: 3666.447754
	Iteration 0F: 3 clusters Score -168049.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169338.609375 Penalty: 3666.447754
	Iteration 1F: 3 clusters Score -169338.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -170771.281250 Penalty: 3666.447754
	Iteration 2F: 3 clusters Score -170771.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -172384.343750 Penalty: 3666.447754
	Iteration 3F: 3 clusters Score -172384.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -172989.437500 Penalty: 3666.447754
	Iteration 4Q: 3 clusters Score -172989.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -173171.109375 Penalty: 3666.447754
	Iteration 5Q: 3 clusters Score -173171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -173275.906250 Penalty: 3666.447754
	Iteration 6Q: 3 clusters Score -173275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -173283.515625 Penalty: 3666.447754
	Iteration 7Q: 3 clusters Score -173283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -173283.515625 Penalty: 3666.447754
	Iteration 8F: 3 clusters Score -173283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Mstep: Class 30 contains 16203 members 
Mstep: Class 31 contains 15282 members 
Mstep: Class 32 contains 848 members 
Mstep: Class 33 contains 465 members 
Entering Unmasked Estep 
Score: -110903824.000000 Penalty: 113172.125000
Splitting cluster 21 changes total score from -110888088.000000 to -110903824.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (19090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Entering Unmasked Estep 
Score: -2158158.750000 Penalty: 2444.516113
	Iteration 0F: 2 clusters Score -2158159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2144839.250000 Penalty: 4889.032227
	Iteration 0F: 3 clusters Score -2144839 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2149297.250000 Penalty: 4889.032227
	Iteration 1F: 3 clusters Score -2149297 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2149752.500000 Penalty: 4889.032227
	Iteration 2F: 3 clusters Score -2149752 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2150192.250000 Penalty: 4889.032227
	Iteration 3F: 3 clusters Score -2150192 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2150625.000000 Penalty: 4889.032227
	Iteration 4Q: 3 clusters Score -2150625 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2151114.250000 Penalty: 4889.032227
	Iteration 5Q: 3 clusters Score -2151114 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2151637.500000 Penalty: 4889.032227
	Iteration 6Q: 3 clusters Score -2151638 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2152150.500000 Penalty: 4889.032227
	Iteration 7Q: 3 clusters Score -2152150 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2152643.000000 Penalty: 4889.032227
	Iteration 8Q: 3 clusters Score -2152643 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2153116.750000 Penalty: 4889.032227
	Iteration 9Q: 3 clusters Score -2153117 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2153600.000000 Penalty: 4889.032227
	Iteration 10Q: 3 clusters Score -2153600 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2154062.500000 Penalty: 4889.032227
	Iteration 11Q: 3 clusters Score -2154062 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2154452.750000 Penalty: 4889.032227
	Iteration 12Q: 3 clusters Score -2154453 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2154734.000000 Penalty: 4889.032227
	Iteration 13Q: 3 clusters Score -2154734 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2154911.750000 Penalty: 4889.032227
	Iteration 14Q: 3 clusters Score -2154912 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2155011.500000 Penalty: 4889.032227
	Iteration 15Q: 3 clusters Score -2155012 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2155078.750000 Penalty: 4889.032227
	Iteration 16Q: 3 clusters Score -2155079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2155128.250000 Penalty: 4889.032227
	Iteration 17Q: 3 clusters Score -2155128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2155164.250000 Penalty: 4889.032227
	Iteration 18Q: 3 clusters Score -2155164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2155186.250000 Penalty: 4889.032227
	Iteration 19Q: 3 clusters Score -2155186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2155213.000000 Penalty: 4889.032227
	Iteration 20F: 3 clusters Score -2155213 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2155246.500000 Penalty: 4889.032227
	Iteration 21Q: 3 clusters Score -2155246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2155260.250000 Penalty: 4889.032227
	Iteration 22Q: 3 clusters Score -2155260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2155280.250000 Penalty: 4889.032227
	Iteration 23Q: 3 clusters Score -2155280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2155296.000000 Penalty: 4889.032227
	Iteration 24Q: 3 clusters Score -2155296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2155316.000000 Penalty: 4889.032227
	Iteration 25Q: 3 clusters Score -2155316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2155321.000000 Penalty: 4889.032227
	Iteration 26Q: 3 clusters Score -2155321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2155344.250000 Penalty: 4889.032227
	Iteration 27Q: 3 clusters Score -2155344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2155347.250000 Penalty: 4889.032227
	Iteration 28Q: 3 clusters Score -2155347 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2155363.500000 Penalty: 4889.032227
	Iteration 29Q: 3 clusters Score -2155364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2155369.000000 Penalty: 4889.032227
	Iteration 30Q: 3 clusters Score -2155369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2155381.250000 Penalty: 4889.032227
	Iteration 31Q: 3 clusters Score -2155381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2155392.000000 Penalty: 4889.032227
	Iteration 32Q: 3 clusters Score -2155392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2155402.500000 Penalty: 4889.032227
	Iteration 33Q: 3 clusters Score -2155402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2155407.250000 Penalty: 4889.032227
	Iteration 34Q: 3 clusters Score -2155407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2155418.250000 Penalty: 4889.032227
	Iteration 35Q: 3 clusters Score -2155418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2155433.750000 Penalty: 4889.032227
	Iteration 36Q: 3 clusters Score -2155434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2155450.000000 Penalty: 4889.032227
	Iteration 37Q: 3 clusters Score -2155450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2155462.500000 Penalty: 4889.032227
	Iteration 38Q: 3 clusters Score -2155462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2155474.250000 Penalty: 4889.032227
	Iteration 39Q: 3 clusters Score -2155474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2155472.750000 Penalty: 4889.032227
	Iteration 40F: 3 clusters Score -2155473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2155479.750000 Penalty: 4889.032227
	Iteration 41Q: 3 clusters Score -2155480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2155491.500000 Penalty: 4889.032227
	Iteration 42Q: 3 clusters Score -2155492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2155499.750000 Penalty: 4889.032227
	Iteration 43Q: 3 clusters Score -2155500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2155507.500000 Penalty: 4889.032227
	Iteration 44Q: 3 clusters Score -2155508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2155515.500000 Penalty: 4889.032227
	Iteration 45Q: 3 clusters Score -2155516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2155513.750000 Penalty: 4889.032227
	Iteration 46Q: 3 clusters Score -2155514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2155520.500000 Penalty: 4889.032227
	Iteration 47Q: 3 clusters Score -2155520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2155530.000000 Penalty: 4889.032227
	Iteration 48Q: 3 clusters Score -2155530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2155544.500000 Penalty: 4889.032227
	Iteration 49Q: 3 clusters Score -2155544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2155554.500000 Penalty: 4889.032227
	Iteration 50Q: 3 clusters Score -2155554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2155560.000000 Penalty: 4889.032227
	Iteration 51Q: 3 clusters Score -2155560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2155568.000000 Penalty: 4889.032227
	Iteration 52Q: 3 clusters Score -2155568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2155572.250000 Penalty: 4889.032227
	Iteration 53Q: 3 clusters Score -2155572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2155573.750000 Penalty: 4889.032227
	Iteration 54Q: 3 clusters Score -2155574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2155582.500000 Penalty: 4889.032227
	Iteration 55Q: 3 clusters Score -2155582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2155586.500000 Penalty: 4889.032227
	Iteration 56Q: 3 clusters Score -2155586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2155592.000000 Penalty: 4889.032227
	Iteration 57Q: 3 clusters Score -2155592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2155591.250000 Penalty: 4889.032227
	Iteration 58Q: 3 clusters Score -2155591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2155584.500000 Penalty: 4889.032227
	Iteration 59Q: 3 clusters Score -2155584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2155587.250000 Penalty: 4889.032227
	Iteration 60F: 3 clusters Score -2155587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2155592.750000 Penalty: 4889.032227
	Iteration 61Q: 3 clusters Score -2155593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2155600.000000 Penalty: 4889.032227
	Iteration 62Q: 3 clusters Score -2155600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2155601.750000 Penalty: 4889.032227
	Iteration 63Q: 3 clusters Score -2155602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2155604.000000 Penalty: 4889.032227
	Iteration 64Q: 3 clusters Score -2155604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2155608.500000 Penalty: 4889.032227
	Iteration 65Q: 3 clusters Score -2155608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2155611.500000 Penalty: 4889.032227
	Iteration 66Q: 3 clusters Score -2155612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2155615.000000 Penalty: 4889.032227
	Iteration 67Q: 3 clusters Score -2155615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2155620.250000 Penalty: 4889.032227
	Iteration 68Q: 3 clusters Score -2155620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2155619.750000 Penalty: 4889.032227
	Iteration 69Q: 3 clusters Score -2155620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2155624.250000 Penalty: 4889.032227
	Iteration 70Q: 3 clusters Score -2155624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2155630.500000 Penalty: 4889.032227
	Iteration 71Q: 3 clusters Score -2155630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2155630.500000 Penalty: 4889.032227
	Iteration 72Q: 3 clusters Score -2155630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2155637.500000 Penalty: 4889.032227
	Iteration 73Q: 3 clusters Score -2155638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2155639.000000 Penalty: 4889.032227
	Iteration 74Q: 3 clusters Score -2155639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2155641.750000 Penalty: 4889.032227
	Iteration 75Q: 3 clusters Score -2155642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2155643.000000 Penalty: 4889.032227
	Iteration 76Q: 3 clusters Score -2155643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2155652.250000 Penalty: 4889.032227
	Iteration 77Q: 3 clusters Score -2155652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2155658.500000 Penalty: 4889.032227
	Iteration 78Q: 3 clusters Score -2155658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2155664.000000 Penalty: 4889.032227
	Iteration 79Q: 3 clusters Score -2155664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2155660.750000 Penalty: 4889.032227
	Iteration 80F: 3 clusters Score -2155661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2155668.750000 Penalty: 4889.032227
	Iteration 81Q: 3 clusters Score -2155669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2155674.750000 Penalty: 4889.032227
	Iteration 82Q: 3 clusters Score -2155675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2155681.000000 Penalty: 4889.032227
	Iteration 83Q: 3 clusters Score -2155681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2155686.000000 Penalty: 4889.032227
	Iteration 84Q: 3 clusters Score -2155686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2155693.000000 Penalty: 4889.032227
	Iteration 85Q: 3 clusters Score -2155693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2155701.250000 Penalty: 4889.032227
	Iteration 86Q: 3 clusters Score -2155701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2155694.250000 Penalty: 4889.032227
	Iteration 87Q: 3 clusters Score -2155694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2155702.500000 Penalty: 4889.032227
	Iteration 88Q: 3 clusters Score -2155702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2155703.000000 Penalty: 4889.032227
	Iteration 89Q: 3 clusters Score -2155703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2155711.500000 Penalty: 4889.032227
	Iteration 90Q: 3 clusters Score -2155712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2155712.500000 Penalty: 4889.032227
	Iteration 91Q: 3 clusters Score -2155712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2155718.250000 Penalty: 4889.032227
	Iteration 92Q: 3 clusters Score -2155718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2155722.500000 Penalty: 4889.032227
	Iteration 93Q: 3 clusters Score -2155722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2155731.000000 Penalty: 4889.032227
	Iteration 94Q: 3 clusters Score -2155731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2155732.500000 Penalty: 4889.032227
	Iteration 95Q: 3 clusters Score -2155732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2155739.000000 Penalty: 4889.032227
	Iteration 96Q: 3 clusters Score -2155739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2155740.250000 Penalty: 4889.032227
	Iteration 97Q: 3 clusters Score -2155740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2155740.000000 Penalty: 4889.032227
	Iteration 98Q: 3 clusters Score -2155740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2155735.500000 Penalty: 4889.032227
	Iteration 99Q: 3 clusters Score -2155736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2155741.500000 Penalty: 4889.032227
	Iteration 100F: 3 clusters Score -2155742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2155745.750000 Penalty: 4889.032227
	Iteration 101Q: 3 clusters Score -2155746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2155747.250000 Penalty: 4889.032227
	Iteration 102Q: 3 clusters Score -2155747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2155747.500000 Penalty: 4889.032227
	Iteration 103Q: 3 clusters Score -2155748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2155752.000000 Penalty: 4889.032227
	Iteration 104Q: 3 clusters Score -2155752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2155755.000000 Penalty: 4889.032227
	Iteration 105Q: 3 clusters Score -2155755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2155760.250000 Penalty: 4889.032227
	Iteration 106Q: 3 clusters Score -2155760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2155757.750000 Penalty: 4889.032227
	Iteration 107Q: 3 clusters Score -2155758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2155760.000000 Penalty: 4889.032227
	Iteration 108Q: 3 clusters Score -2155760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2155762.000000 Penalty: 4889.032227
	Iteration 109Q: 3 clusters Score -2155762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2155769.750000 Penalty: 4889.032227
	Iteration 110Q: 3 clusters Score -2155770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2155770.750000 Penalty: 4889.032227
	Iteration 111Q: 3 clusters Score -2155771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2155780.000000 Penalty: 4889.032227
	Iteration 112Q: 3 clusters Score -2155780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2155787.000000 Penalty: 4889.032227
	Iteration 113Q: 3 clusters Score -2155787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2155794.250000 Penalty: 4889.032227
	Iteration 114Q: 3 clusters Score -2155794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2155801.750000 Penalty: 4889.032227
	Iteration 115Q: 3 clusters Score -2155802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2155810.000000 Penalty: 4889.032227
	Iteration 116Q: 3 clusters Score -2155810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2155819.250000 Penalty: 4889.032227
	Iteration 117Q: 3 clusters Score -2155819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2155824.000000 Penalty: 4889.032227
	Iteration 118Q: 3 clusters Score -2155824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2155833.750000 Penalty: 4889.032227
	Iteration 119Q: 3 clusters Score -2155834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2155839.000000 Penalty: 4889.032227
	Iteration 120F: 3 clusters Score -2155839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2155849.750000 Penalty: 4889.032227
	Iteration 121Q: 3 clusters Score -2155850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2155849.500000 Penalty: 4889.032227
	Iteration 122Q: 3 clusters Score -2155850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2155855.750000 Penalty: 4889.032227
	Iteration 123Q: 3 clusters Score -2155856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2155862.750000 Penalty: 4889.032227
	Iteration 124Q: 3 clusters Score -2155863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2155860.500000 Penalty: 4889.032227
	Iteration 125Q: 3 clusters Score -2155860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2155866.250000 Penalty: 4889.032227
	Iteration 126Q: 3 clusters Score -2155866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2155869.750000 Penalty: 4889.032227
	Iteration 127Q: 3 clusters Score -2155870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2155876.250000 Penalty: 4889.032227
	Iteration 128Q: 3 clusters Score -2155876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2155882.500000 Penalty: 4889.032227
	Iteration 129Q: 3 clusters Score -2155882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2155883.500000 Penalty: 4889.032227
	Iteration 130Q: 3 clusters Score -2155884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2155887.000000 Penalty: 4889.032227
	Iteration 131Q: 3 clusters Score -2155887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2155891.500000 Penalty: 4889.032227
	Iteration 132Q: 3 clusters Score -2155892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2155889.250000 Penalty: 4889.032227
	Iteration 133Q: 3 clusters Score -2155889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2155888.250000 Penalty: 4889.032227
	Iteration 134Q: 3 clusters Score -2155888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2155889.750000 Penalty: 4889.032227
	Iteration 135Q: 3 clusters Score -2155890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2155886.500000 Penalty: 4889.032227
	Iteration 136Q: 3 clusters Score -2155886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2155891.500000 Penalty: 4889.032227
	Iteration 137Q: 3 clusters Score -2155892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2155896.000000 Penalty: 4889.032227
	Iteration 138Q: 3 clusters Score -2155896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2155892.750000 Penalty: 4889.032227
	Iteration 139Q: 3 clusters Score -2155893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2155892.500000 Penalty: 4889.032227
	Iteration 140F: 3 clusters Score -2155892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2155890.750000 Penalty: 4889.032227
	Iteration 141Q: 3 clusters Score -2155891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2155892.500000 Penalty: 4889.032227
	Iteration 142Q: 3 clusters Score -2155892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2155898.250000 Penalty: 4889.032227
	Iteration 143Q: 3 clusters Score -2155898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2155902.250000 Penalty: 4889.032227
	Iteration 144Q: 3 clusters Score -2155902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2155903.500000 Penalty: 4889.032227
	Iteration 145Q: 3 clusters Score -2155904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2155908.500000 Penalty: 4889.032227
	Iteration 146Q: 3 clusters Score -2155908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2155908.750000 Penalty: 4889.032227
	Iteration 147Q: 3 clusters Score -2155909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2155908.000000 Penalty: 4889.032227
	Iteration 148Q: 3 clusters Score -2155908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2155908.750000 Penalty: 4889.032227
	Iteration 149Q: 3 clusters Score -2155909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2155911.500000 Penalty: 4889.032227
	Iteration 150Q: 3 clusters Score -2155912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2155909.000000 Penalty: 4889.032227
	Iteration 151Q: 3 clusters Score -2155909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2155911.250000 Penalty: 4889.032227
	Iteration 152Q: 3 clusters Score -2155911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2155912.500000 Penalty: 4889.032227
	Iteration 153Q: 3 clusters Score -2155912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2155913.500000 Penalty: 4889.032227
	Iteration 154Q: 3 clusters Score -2155914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2155917.000000 Penalty: 4889.032227
	Iteration 155Q: 3 clusters Score -2155917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2155917.500000 Penalty: 4889.032227
	Iteration 156Q: 3 clusters Score -2155918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2155919.250000 Penalty: 4889.032227
	Iteration 157Q: 3 clusters Score -2155919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2155921.500000 Penalty: 4889.032227
	Iteration 158Q: 3 clusters Score -2155922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2155927.000000 Penalty: 4889.032227
	Iteration 159Q: 3 clusters Score -2155927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2155925.500000 Penalty: 4889.032227
	Iteration 160F: 3 clusters Score -2155926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2155929.750000 Penalty: 4889.032227
	Iteration 161Q: 3 clusters Score -2155930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2155933.750000 Penalty: 4889.032227
	Iteration 162Q: 3 clusters Score -2155934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2155935.250000 Penalty: 4889.032227
	Iteration 163Q: 3 clusters Score -2155935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2155935.000000 Penalty: 4889.032227
	Iteration 164Q: 3 clusters Score -2155935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2155937.750000 Penalty: 4889.032227
	Iteration 165Q: 3 clusters Score -2155938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2155942.500000 Penalty: 4889.032227
	Iteration 166Q: 3 clusters Score -2155942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2155942.500000 Penalty: 4889.032227
	Iteration 167Q: 3 clusters Score -2155942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2155947.000000 Penalty: 4889.032227
	Iteration 168Q: 3 clusters Score -2155947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2155946.000000 Penalty: 4889.032227
	Iteration 169Q: 3 clusters Score -2155946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2155948.250000 Penalty: 4889.032227
	Iteration 170Q: 3 clusters Score -2155948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2155952.500000 Penalty: 4889.032227
	Iteration 171Q: 3 clusters Score -2155952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2155954.000000 Penalty: 4889.032227
	Iteration 172Q: 3 clusters Score -2155954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2155951.250000 Penalty: 4889.032227
	Iteration 173Q: 3 clusters Score -2155951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2155954.250000 Penalty: 4889.032227
	Iteration 174Q: 3 clusters Score -2155954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2155953.750000 Penalty: 4889.032227
	Iteration 175Q: 3 clusters Score -2155954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2155954.500000 Penalty: 4889.032227
	Iteration 176Q: 3 clusters Score -2155954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2155955.250000 Penalty: 4889.032227
	Iteration 177Q: 3 clusters Score -2155955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2155957.000000 Penalty: 4889.032227
	Iteration 178Q: 3 clusters Score -2155957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2155958.000000 Penalty: 4889.032227
	Iteration 179Q: 3 clusters Score -2155958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2155953.750000 Penalty: 4889.032227
	Iteration 180F: 3 clusters Score -2155954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -138507.468750 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -138507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136368.015625 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -136368 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136693.656250 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -136693.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136828.375000 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -136828.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136939.343750 Penalty: 3573.626709
	Iteration 3Q: 3 clusters Score -136939.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136981.312500 Penalty: 3573.626709
	Iteration 4Q: 3 clusters Score -136981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137007.312500 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -137007.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137027.593750 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -137027.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137041.187500 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -137041.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137052.890625 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -137052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137062.171875 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -137062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137067.328125 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -137067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137070.890625 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -137070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137075.546875 Penalty: 3573.626709
	Iteration 12Q: 3 clusters Score -137075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137079.390625 Penalty: 3573.626709
	Iteration 13Q: 3 clusters Score -137079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -137082.296875 Penalty: 3573.626709
	Iteration 14Q: 3 clusters Score -137082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137094.781250 Penalty: 3573.626709
	Iteration 15Q: 3 clusters Score -137094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -137105.781250 Penalty: 3573.626709
	Iteration 16Q: 3 clusters Score -137105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -137111.875000 Penalty: 3573.626709
	Iteration 17Q: 3 clusters Score -137111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137115.921875 Penalty: 3573.626709
	Iteration 18Q: 3 clusters Score -137115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137120.656250 Penalty: 3573.626709
	Iteration 19Q: 3 clusters Score -137120.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137125.125000 Penalty: 3573.626709
	Iteration 20F: 3 clusters Score -137125.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -137132.859375 Penalty: 3573.626709
	Iteration 21Q: 3 clusters Score -137132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -137138.140625 Penalty: 3573.626709
	Iteration 22Q: 3 clusters Score -137138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -137150.625000 Penalty: 3573.626709
	Iteration 23Q: 3 clusters Score -137150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137160.640625 Penalty: 3573.626709
	Iteration 24Q: 3 clusters Score -137160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -137171.031250 Penalty: 3573.626709
	Iteration 25Q: 3 clusters Score -137171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -137188.078125 Penalty: 3573.626709
	Iteration 26Q: 3 clusters Score -137188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137200.437500 Penalty: 3573.626709
	Iteration 27Q: 3 clusters Score -137200.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137211.234375 Penalty: 3573.626709
	Iteration 28Q: 3 clusters Score -137211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -137219.687500 Penalty: 3573.626709
	Iteration 29Q: 3 clusters Score -137219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137229.921875 Penalty: 3573.626709
	Iteration 30Q: 3 clusters Score -137229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -137244.250000 Penalty: 3573.626709
	Iteration 31Q: 3 clusters Score -137244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137250.562500 Penalty: 3573.626709
	Iteration 32Q: 3 clusters Score -137250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -137266.953125 Penalty: 3573.626709
	Iteration 33Q: 3 clusters Score -137267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137277.656250 Penalty: 3573.626709
	Iteration 34Q: 3 clusters Score -137277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -137287.453125 Penalty: 3573.626709
	Iteration 35Q: 3 clusters Score -137287.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -137297.921875 Penalty: 3573.626709
	Iteration 36Q: 3 clusters Score -137297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -137311.343750 Penalty: 3573.626709
	Iteration 37Q: 3 clusters Score -137311.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -137321.015625 Penalty: 3573.626709
	Iteration 38Q: 3 clusters Score -137321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -137329.218750 Penalty: 3573.626709
	Iteration 39Q: 3 clusters Score -137329.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -137341.421875 Penalty: 3573.626709
	Iteration 40F: 3 clusters Score -137341.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -137360.156250 Penalty: 3573.626709
	Iteration 41Q: 3 clusters Score -137360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -137374.531250 Penalty: 3573.626709
	Iteration 42Q: 3 clusters Score -137374.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -137392.984375 Penalty: 3573.626709
	Iteration 43Q: 3 clusters Score -137393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -137405.625000 Penalty: 3573.626709
	Iteration 44Q: 3 clusters Score -137405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -137411.421875 Penalty: 3573.626709
	Iteration 45Q: 3 clusters Score -137411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -137426.093750 Penalty: 3573.626709
	Iteration 46Q: 3 clusters Score -137426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -137436.187500 Penalty: 3573.626709
	Iteration 47Q: 3 clusters Score -137436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -137443.578125 Penalty: 3573.626709
	Iteration 48Q: 3 clusters Score -137443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -137444.078125 Penalty: 3573.626709
	Iteration 49Q: 3 clusters Score -137444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137445.250000 Penalty: 3573.626709
	Iteration 50Q: 3 clusters Score -137445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137445.250000 Penalty: 3573.626709
	Iteration 51F: 3 clusters Score -137445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (129343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Entering Unmasked Estep 
Score: -14645143.000000 Penalty: 2919.015137
	Iteration 0F: 2 clusters Score -1.464514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -14558253.000000 Penalty: 5838.030273
	Iteration 0F: 3 clusters Score -1.455825e+07 nChanged 61679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -14594214.000000 Penalty: 5838.030273
	Iteration 1F: 3 clusters Score -1.459421e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -14595947.000000 Penalty: 5838.030273
	Iteration 2Q: 3 clusters Score -1.459595e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -14598286.000000 Penalty: 5838.030273
	Iteration 3Q: 3 clusters Score -1.459829e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -14602215.000000 Penalty: 5838.030273
	Iteration 4F: 3 clusters Score -1.460222e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -14608225.000000 Penalty: 5838.030273
	Iteration 5F: 3 clusters Score -1.460822e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -14615893.000000 Penalty: 5838.030273
	Iteration 6F: 3 clusters Score -1.461589e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -14623474.000000 Penalty: 5838.030273
	Iteration 7F: 3 clusters Score -1.462347e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -14629489.000000 Penalty: 5838.030273
	Iteration 8F: 3 clusters Score -1.462949e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -14633347.000000 Penalty: 5838.030273
	Iteration 9Q: 3 clusters Score -1.463335e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -14635528.000000 Penalty: 5838.030273
	Iteration 10Q: 3 clusters Score -1.463553e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 103649 members 
Entering Unmasked Estep 
Score: -14637150.000000 Penalty: 5838.030273
	Iteration 11Q: 3 clusters Score -1.463715e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -14638573.000000 Penalty: 5838.030273
	Iteration 12Q: 3 clusters Score -1.463857e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -14639840.000000 Penalty: 5838.030273
	Iteration 13Q: 3 clusters Score -1.463984e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -14640957.000000 Penalty: 5838.030273
	Iteration 14Q: 3 clusters Score -1.464096e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 108714 members 
Entering Unmasked Estep 
Score: -14641897.000000 Penalty: 5838.030273
	Iteration 15Q: 3 clusters Score -1.46419e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -14642722.000000 Penalty: 5838.030273
	Iteration 16Q: 3 clusters Score -1.464272e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -14643269.000000 Penalty: 5838.030273
	Iteration 17Q: 3 clusters Score -1.464327e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -14643675.000000 Penalty: 5838.030273
	Iteration 18Q: 3 clusters Score -1.464368e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -14643988.000000 Penalty: 5838.030273
	Iteration 19Q: 3 clusters Score -1.464399e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -14644176.000000 Penalty: 5838.030273
	Iteration 20F: 3 clusters Score -1.464418e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 112093 members 
Entering Unmasked Estep 
Score: -14644312.000000 Penalty: 5838.030273
	Iteration 21Q: 3 clusters Score -1.464431e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -14644403.000000 Penalty: 5838.030273
	Iteration 22Q: 3 clusters Score -1.46444e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -14644435.000000 Penalty: 5838.030273
	Iteration 23Q: 3 clusters Score -1.464444e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -14644441.000000 Penalty: 5838.030273
	Iteration 24Q: 3 clusters Score -1.464444e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -14644547.000000 Penalty: 5838.030273
	Iteration 25Q: 3 clusters Score -1.464455e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -14644589.000000 Penalty: 5838.030273
	Iteration 26Q: 3 clusters Score -1.464459e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 113815 members 
Entering Unmasked Estep 
Score: -14644626.000000 Penalty: 5838.030273
	Iteration 27Q: 3 clusters Score -1.464463e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -14644638.000000 Penalty: 5838.030273
	Iteration 28Q: 3 clusters Score -1.464464e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -14644628.000000 Penalty: 5838.030273
	Iteration 29Q: 3 clusters Score -1.464463e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -14644642.000000 Penalty: 5838.030273
	Iteration 30Q: 3 clusters Score -1.464464e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 114302 members 
Entering Unmasked Estep 
Score: -14644611.000000 Penalty: 5838.030273
	Iteration 31Q: 3 clusters Score -1.464461e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -14644613.000000 Penalty: 5838.030273
	Iteration 32Q: 3 clusters Score -1.464461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -14644642.000000 Penalty: 5838.030273
	Iteration 33Q: 3 clusters Score -1.464464e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -14644645.000000 Penalty: 5838.030273
	Iteration 34Q: 3 clusters Score -1.464464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -14644647.000000 Penalty: 5838.030273
	Iteration 35Q: 3 clusters Score -1.464465e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 114616 members 
Entering Unmasked Estep 
Score: -14644643.000000 Penalty: 5838.030273
	Iteration 36Q: 3 clusters Score -1.464464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -14644659.000000 Penalty: 5838.030273
	Iteration 37Q: 3 clusters Score -1.464466e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
Score: -14644656.000000 Penalty: 5838.030273
	Iteration 38Q: 3 clusters Score -1.464466e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -14644643.000000 Penalty: 5838.030273
	Iteration 39Q: 3 clusters Score -1.464464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -14644665.000000 Penalty: 5838.030273
	Iteration 40F: 3 clusters Score -1.464466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -14644676.000000 Penalty: 5838.030273
	Iteration 41Q: 3 clusters Score -1.464468e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -14644660.000000 Penalty: 5838.030273
	Iteration 42Q: 3 clusters Score -1.464466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -14644651.000000 Penalty: 5838.030273
	Iteration 43Q: 3 clusters Score -1.464465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 114941 members 
Entering Unmasked Estep 
Score: -14644659.000000 Penalty: 5838.030273
	Iteration 44Q: 3 clusters Score -1.464466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -14644665.000000 Penalty: 5838.030273
	Iteration 45Q: 3 clusters Score -1.464466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -14644671.000000 Penalty: 5838.030273
	Iteration 46Q: 3 clusters Score -1.464467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -14644681.000000 Penalty: 5838.030273
	Iteration 47Q: 3 clusters Score -1.464468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -14644675.000000 Penalty: 5838.030273
	Iteration 48Q: 3 clusters Score -1.464468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -14644685.000000 Penalty: 5838.030273
	Iteration 49Q: 3 clusters Score -1.464468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -14644692.000000 Penalty: 5838.030273
	Iteration 50Q: 3 clusters Score -1.464469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 115058 members 
Entering Unmasked Estep 
Score: -14644684.000000 Penalty: 5838.030273
	Iteration 51Q: 3 clusters Score -1.464468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -14644685.000000 Penalty: 5838.030273
	Iteration 52Q: 3 clusters Score -1.464468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -14644678.000000 Penalty: 5838.030273
	Iteration 53Q: 3 clusters Score -1.464468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -14644686.000000 Penalty: 5838.030273
	Iteration 54Q: 3 clusters Score -1.464469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -14644677.000000 Penalty: 5838.030273
	Iteration 55Q: 3 clusters Score -1.464468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -14644677.000000 Penalty: 5838.030273
	Iteration 56F: 3 clusters Score -1.464468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -414825.875000 Penalty: 2044.855225
	Iteration 0F: 2 clusters Score -414825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -411101.406250 Penalty: 4089.710449
	Iteration 0F: 3 clusters Score -411101.4 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -411957.062500 Penalty: 4089.710449
	Iteration 1F: 3 clusters Score -411957.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -412189.812500 Penalty: 4089.710449
	Iteration 2F: 3 clusters Score -412189.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -412416.218750 Penalty: 4089.710449
	Iteration 3F: 3 clusters Score -412416.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -412663.437500 Penalty: 4089.710449
	Iteration 4F: 3 clusters Score -412663.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -412927.500000 Penalty: 4089.710449
	Iteration 5F: 3 clusters Score -412927.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -413134.343750 Penalty: 4089.710449
	Iteration 6F: 3 clusters Score -413134.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -413310.406250 Penalty: 4089.710449
	Iteration 7Q: 3 clusters Score -413310.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -413468.437500 Penalty: 4089.710449
	Iteration 8Q: 3 clusters Score -413468.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -413558.750000 Penalty: 4089.710449
	Iteration 9Q: 3 clusters Score -413558.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -413623.906250 Penalty: 4089.710449
	Iteration 10Q: 3 clusters Score -413623.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -413671.093750 Penalty: 4089.710449
	Iteration 11Q: 3 clusters Score -413671.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -413701.093750 Penalty: 4089.710449
	Iteration 12Q: 3 clusters Score -413701.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -413727.781250 Penalty: 4089.710449
	Iteration 13Q: 3 clusters Score -413727.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -413751.750000 Penalty: 4089.710449
	Iteration 14Q: 3 clusters Score -413751.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -413767.000000 Penalty: 4089.710449
	Iteration 15Q: 3 clusters Score -413767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -413778.156250 Penalty: 4089.710449
	Iteration 16Q: 3 clusters Score -413778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -413786.468750 Penalty: 4089.710449
	Iteration 17Q: 3 clusters Score -413786.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -413794.593750 Penalty: 4089.710449
	Iteration 18Q: 3 clusters Score -413794.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413804.937500 Penalty: 4089.710449
	Iteration 19Q: 3 clusters Score -413804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -413810.656250 Penalty: 4089.710449
	Iteration 20F: 3 clusters Score -413810.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -413824.812500 Penalty: 4089.710449
	Iteration 21Q: 3 clusters Score -413824.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -413843.156250 Penalty: 4089.710449
	Iteration 22Q: 3 clusters Score -413843.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -413871.218750 Penalty: 4089.710449
	Iteration 23Q: 3 clusters Score -413871.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -413911.812500 Penalty: 4089.710449
	Iteration 24Q: 3 clusters Score -413911.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -413969.218750 Penalty: 4089.710449
	Iteration 25Q: 3 clusters Score -413969.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -414035.750000 Penalty: 4089.710449
	Iteration 26Q: 3 clusters Score -414035.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -414103.937500 Penalty: 4089.710449
	Iteration 27Q: 3 clusters Score -414103.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -414168.218750 Penalty: 4089.710449
	Iteration 28Q: 3 clusters Score -414168.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -414230.562500 Penalty: 4089.710449
	Iteration 29Q: 3 clusters Score -414230.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -414291.750000 Penalty: 4089.710449
	Iteration 30Q: 3 clusters Score -414291.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -414353.593750 Penalty: 4089.710449
	Iteration 31Q: 3 clusters Score -414353.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -414431.843750 Penalty: 4089.710449
	Iteration 32Q: 3 clusters Score -414431.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -414531.687500 Penalty: 4089.710449
	Iteration 33Q: 3 clusters Score -414531.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -414597.343750 Penalty: 4089.710449
	Iteration 34Q: 3 clusters Score -414597.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -414656.687500 Penalty: 4089.710449
	Iteration 35Q: 3 clusters Score -414656.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414683.000000 Penalty: 4089.710449
	Iteration 36Q: 3 clusters Score -414683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -414701.031250 Penalty: 4089.710449
	Iteration 37Q: 3 clusters Score -414701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -414725.000000 Penalty: 4089.710449
	Iteration 38Q: 3 clusters Score -414725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -414743.437500 Penalty: 4089.710449
	Iteration 39Q: 3 clusters Score -414743.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -414756.468750 Penalty: 4089.710449
	Iteration 40F: 3 clusters Score -414756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -414766.312500 Penalty: 4089.710449
	Iteration 41Q: 3 clusters Score -414766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -414770.750000 Penalty: 4089.710449
	Iteration 42Q: 3 clusters Score -414770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -414772.000000 Penalty: 4089.710449
	Iteration 43Q: 3 clusters Score -414772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -414772.000000 Penalty: 4089.710449
	Iteration 44F: 3 clusters Score -414772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -143517.921875 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -143517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -141297.546875 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -141297.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -143273.187500 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -143273.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144706.843750 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -144706.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -145723.812500 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -145723.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -146918.921875 Penalty: 3728.690430
	Iteration 4F: 3 clusters Score -146918.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -147359.765625 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -147359.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -147607.921875 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -147607.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147692.921875 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -147692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -147736.515625 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -147736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -147760.750000 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -147760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147762.968750 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -147763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147770.421875 Penalty: 3728.690430
	Iteration 11F: 3 clusters Score -147770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -147780.734375 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -147780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -147810.593750 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -147810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -147817.937500 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -147817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -147817.937500 Penalty: 3728.690430
	Iteration 15F: 3 clusters Score -147817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Mstep: Class 30 contains 16203 members 
Mstep: Class 31 contains 15282 members 
Mstep: Class 32 contains 848 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1129 members 
Entering Unmasked Estep 
Score: -110906448.000000 Penalty: 116601.578125
Splitting cluster 27 changes total score from -110888088.000000 to -110906448.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 28 (78722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Entering Unmasked Estep 
Score: -8938797.000000 Penalty: 2795.872070
	Iteration 0F: 2 clusters Score -8938797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -8886241.000000 Penalty: 5591.744141
	Iteration 0F: 3 clusters Score -8886241 nChanged 36928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -8906984.000000 Penalty: 5591.744141
	Iteration 1F: 3 clusters Score -8906984 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -8907628.000000 Penalty: 5591.744141
	Iteration 2Q: 3 clusters Score -8907628 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8908301.000000 Penalty: 5591.744141
	Iteration 3Q: 3 clusters Score -8908301 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8909029.000000 Penalty: 5591.744141
	Iteration 4Q: 3 clusters Score -8909029 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8910016.000000 Penalty: 5591.744141
	Iteration 5Q: 3 clusters Score -8910016 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -8911487.000000 Penalty: 5591.744141
	Iteration 6Q: 3 clusters Score -8911487 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -8914045.000000 Penalty: 5591.744141
	Iteration 7F: 3 clusters Score -8914045 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -8917634.000000 Penalty: 5591.744141
	Iteration 8F: 3 clusters Score -8917634 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -8922481.000000 Penalty: 5591.744141
	Iteration 9F: 3 clusters Score -8922481 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -8927337.000000 Penalty: 5591.744141
	Iteration 10F: 3 clusters Score -8927337 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -8931247.000000 Penalty: 5591.744141
	Iteration 11F: 3 clusters Score -8931247 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -8933680.000000 Penalty: 5591.744141
	Iteration 12Q: 3 clusters Score -8933680 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -8935037.000000 Penalty: 5591.744141
	Iteration 13Q: 3 clusters Score -8935037 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -8935739.000000 Penalty: 5591.744141
	Iteration 14Q: 3 clusters Score -8935739 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -8936038.000000 Penalty: 5591.744141
	Iteration 15Q: 3 clusters Score -8936038 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -8936186.000000 Penalty: 5591.744141
	Iteration 16Q: 3 clusters Score -8936186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -8936266.000000 Penalty: 5591.744141
	Iteration 17Q: 3 clusters Score -8936266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -8936324.000000 Penalty: 5591.744141
	Iteration 18Q: 3 clusters Score -8936324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -8936343.000000 Penalty: 5591.744141
	Iteration 19Q: 3 clusters Score -8936343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -8936374.000000 Penalty: 5591.744141
	Iteration 20F: 3 clusters Score -8936374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -8936397.000000 Penalty: 5591.744141
	Iteration 21Q: 3 clusters Score -8936397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -8936403.000000 Penalty: 5591.744141
	Iteration 22Q: 3 clusters Score -8936403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -8936410.000000 Penalty: 5591.744141
	Iteration 23Q: 3 clusters Score -8936410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -8936410.000000 Penalty: 5591.744141
	Iteration 24Q: 3 clusters Score -8936410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -8936408.000000 Penalty: 5591.744141
	Iteration 25Q: 3 clusters Score -8936408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -8936412.000000 Penalty: 5591.744141
	Iteration 26Q: 3 clusters Score -8936412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -8936427.000000 Penalty: 5591.744141
	Iteration 27Q: 3 clusters Score -8936427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -8936432.000000 Penalty: 5591.744141
	Iteration 28Q: 3 clusters Score -8936432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -8936434.000000 Penalty: 5591.744141
	Iteration 29Q: 3 clusters Score -8936434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -8936434.000000 Penalty: 5591.744141
	Iteration 30F: 3 clusters Score -8936434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -224856.000000 Penalty: 1916.210083
	Iteration 0F: 2 clusters Score -224856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -222070.890625 Penalty: 3832.420166
	Iteration 0F: 3 clusters Score -222070.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -222597.234375 Penalty: 3832.420166
	Iteration 1F: 3 clusters Score -222597.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -222840.078125 Penalty: 3832.420166
	Iteration 2F: 3 clusters Score -222840.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223087.156250 Penalty: 3832.420166
	Iteration 3F: 3 clusters Score -223087.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -223295.312500 Penalty: 3832.420166
	Iteration 4F: 3 clusters Score -223295.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -223472.843750 Penalty: 3832.420166
	Iteration 5F: 3 clusters Score -223472.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -223638.031250 Penalty: 3832.420166
	Iteration 6Q: 3 clusters Score -223638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -223810.156250 Penalty: 3832.420166
	Iteration 7Q: 3 clusters Score -223810.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -224079.656250 Penalty: 3832.420166
	Iteration 8Q: 3 clusters Score -224079.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -224380.000000 Penalty: 3832.420166
	Iteration 9Q: 3 clusters Score -224380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -224518.453125 Penalty: 3832.420166
	Iteration 10Q: 3 clusters Score -224518.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -224598.968750 Penalty: 3832.420166
	Iteration 11Q: 3 clusters Score -224599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -224635.765625 Penalty: 3832.420166
	Iteration 12Q: 3 clusters Score -224635.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -224651.921875 Penalty: 3832.420166
	Iteration 13Q: 3 clusters Score -224651.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -224670.843750 Penalty: 3832.420166
	Iteration 14Q: 3 clusters Score -224670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -224683.390625 Penalty: 3832.420166
	Iteration 15Q: 3 clusters Score -224683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -224690.265625 Penalty: 3832.420166
	Iteration 16Q: 3 clusters Score -224690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -224693.171875 Penalty: 3832.420166
	Iteration 17Q: 3 clusters Score -224693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -224695.406250 Penalty: 3832.420166
	Iteration 18Q: 3 clusters Score -224695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -224696.953125 Penalty: 3832.420166
	Iteration 19Q: 3 clusters Score -224697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -224699.296875 Penalty: 3832.420166
	Iteration 20F: 3 clusters Score -224699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -224701.640625 Penalty: 3832.420166
	Iteration 21Q: 3 clusters Score -224701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -224701.640625 Penalty: 3832.420166
	Iteration 22F: 3 clusters Score -224701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 330900 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 110498 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 19747 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 42555 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129343 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 78722 members 
Mstep: Class 29 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908960.000000 Penalty: 116601.578125
Iteration 79Q: 35 clusters Score -1.10909e+08 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 331319 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13006 members 
Mstep: Class 4 contains 41727 members 
Mstep: Class 5 contains 110240 members 
Mstep: Class 6 contains 16755 members 
Mstep: Class 7 contains 43090 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 13497 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 50378 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 14132 members 
Mstep: Class 19 contains 42567 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 19044 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129677 members 
Mstep: Class 25 contains 6776 members 
Mstep: Class 26 contains 3788 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 78980 members 
Mstep: Class 29 contains 2266 members 
Mstep: Class 30 contains 15605 members 
Mstep: Class 31 contains 14846 members 
Mstep: Class 32 contains 859 members 
Mstep: Class 33 contains 442 members 
Mstep: Class 34 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911264.000000 Penalty: 116601.578125
Iteration 80F: 35 clusters Score -1.109113e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 330777 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13066 members 
Mstep: Class 4 contains 41611 members 
Mstep: Class 5 contains 110100 members 
Mstep: Class 6 contains 16828 members 
Mstep: Class 7 contains 43003 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5697 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 50349 members 
Mstep: Class 14 contains 19419 members 
Mstep: Class 15 contains 5527 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 14192 members 
Mstep: Class 19 contains 42580 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 19015 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 129198 members 
Mstep: Class 25 contains 7031 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 712 members 
Mstep: Class 28 contains 79045 members 
Mstep: Class 29 contains 2264 members 
Mstep: Class 30 contains 15729 members 
Mstep: Class 31 contains 15646 members 
Mstep: Class 32 contains 871 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913192.000000 Penalty: 116601.578125
Iteration 81Q: 35 clusters Score -1.109132e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330434 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13128 members 
Mstep: Class 4 contains 41592 members 
Mstep: Class 5 contains 110045 members 
Mstep: Class 6 contains 16887 members 
Mstep: Class 7 contains 42975 members 
Mstep: Class 8 contains 12733 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 13939 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 50323 members 
Mstep: Class 14 contains 19299 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 14243 members 
Mstep: Class 19 contains 42574 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 128813 members 
Mstep: Class 25 contains 7112 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 79089 members 
Mstep: Class 29 contains 2263 members 
Mstep: Class 30 contains 15762 members 
Mstep: Class 31 contains 16212 members 
Mstep: Class 32 contains 888 members 
Mstep: Class 33 contains 472 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914448.000000 Penalty: 116601.578125
Iteration 82Q: 35 clusters Score -1.109144e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330226 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13194 members 
Mstep: Class 4 contains 41588 members 
Mstep: Class 5 contains 109996 members 
Mstep: Class 6 contains 16947 members 
Mstep: Class 7 contains 42923 members 
Mstep: Class 8 contains 12735 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5629 members 
Mstep: Class 11 contains 14072 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 50305 members 
Mstep: Class 14 contains 19214 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 42550 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 128428 members 
Mstep: Class 25 contains 7156 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 705 members 
Mstep: Class 28 contains 79125 members 
Mstep: Class 29 contains 2259 members 
Mstep: Class 30 contains 15776 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 913 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914888.000000 Penalty: 116601.578125
Iteration 83Q: 35 clusters Score -1.109149e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330096 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13271 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 109944 members 
Mstep: Class 6 contains 16995 members 
Mstep: Class 7 contains 42868 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 14177 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 50289 members 
Mstep: Class 14 contains 19141 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 42529 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18942 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 128041 members 
Mstep: Class 25 contains 7186 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79159 members 
Mstep: Class 29 contains 2256 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 17035 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 485 members 
Mstep: Class 34 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915336.000000 Penalty: 116601.578125
Iteration 84Q: 35 clusters Score -1.109153e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330051 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 41597 members 
Mstep: Class 5 contains 109917 members 
Mstep: Class 6 contains 17051 members 
Mstep: Class 7 contains 42826 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 14305 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 50277 members 
Mstep: Class 14 contains 19081 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 42502 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18910 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 127610 members 
Mstep: Class 25 contains 7190 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 701 members 
Mstep: Class 28 contains 79201 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 17318 members 
Mstep: Class 32 contains 931 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915624.000000 Penalty: 116601.578125
Iteration 85Q: 35 clusters Score -1.109156e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330055 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 41582 members 
Mstep: Class 5 contains 109889 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 7 contains 42777 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5595 members 
Mstep: Class 11 contains 14400 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 50253 members 
Mstep: Class 14 contains 19031 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4021 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 42469 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18880 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 127243 members 
Mstep: Class 25 contains 7200 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79231 members 
Mstep: Class 29 contains 2243 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 17575 members 
Mstep: Class 32 contains 933 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915480.000000 Penalty: 116601.578125
Iteration 86Q: 35 clusters Score -1.109155e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330119 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13526 members 
Mstep: Class 4 contains 41588 members 
Mstep: Class 5 contains 109890 members 
Mstep: Class 6 contains 17156 members 
Mstep: Class 7 contains 42738 members 
Mstep: Class 8 contains 12747 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 14490 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 50245 members 
Mstep: Class 14 contains 18990 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4016 members 
Mstep: Class 18 contains 14452 members 
Mstep: Class 19 contains 42440 members 
Mstep: Class 20 contains 3954 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18855 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 126843 members 
Mstep: Class 25 contains 7198 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 79247 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 17765 members 
Mstep: Class 32 contains 938 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915736.000000 Penalty: 116601.578125
Iteration 87Q: 35 clusters Score -1.109157e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330175 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41585 members 
Mstep: Class 5 contains 109887 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 42701 members 
Mstep: Class 8 contains 12750 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 2322 members 
Mstep: Class 13 contains 50232 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4014 members 
Mstep: Class 18 contains 14476 members 
Mstep: Class 19 contains 42406 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18844 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 126478 members 
Mstep: Class 25 contains 7195 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 79270 members 
Mstep: Class 29 contains 2236 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 17920 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915800.000000 Penalty: 116601.578125
Iteration 88Q: 35 clusters Score -1.109158e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330224 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 41579 members 
Mstep: Class 5 contains 109882 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 7 contains 42661 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 14657 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 50213 members 
Mstep: Class 14 contains 18910 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 42384 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18817 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 126152 members 
Mstep: Class 25 contains 7195 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 79295 members 
Mstep: Class 29 contains 2236 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18075 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915840.000000 Penalty: 116601.578125
Iteration 89Q: 35 clusters Score -1.109158e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330274 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13720 members 
Mstep: Class 4 contains 41571 members 
Mstep: Class 5 contains 109873 members 
Mstep: Class 6 contains 17327 members 
Mstep: Class 7 contains 42624 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 14723 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 50195 members 
Mstep: Class 14 contains 18866 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 42362 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18789 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 125860 members 
Mstep: Class 25 contains 7197 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79313 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 18200 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916016.000000 Penalty: 116601.578125
Iteration 90Q: 35 clusters Score -1.10916e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330343 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 41559 members 
Mstep: Class 5 contains 109872 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 42584 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 14787 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 50189 members 
Mstep: Class 14 contains 18827 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4004 members 
Mstep: Class 18 contains 14537 members 
Mstep: Class 19 contains 42340 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 125579 members 
Mstep: Class 25 contains 7198 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79343 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15804 members 
Mstep: Class 31 contains 18297 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 116601.578125
Iteration 91Q: 35 clusters Score -1.109163e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330426 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 13781 members 
Mstep: Class 4 contains 41543 members 
Mstep: Class 5 contains 109867 members 
Mstep: Class 6 contains 17475 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 14846 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 50190 members 
Mstep: Class 14 contains 18791 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4003 members 
Mstep: Class 18 contains 14556 members 
Mstep: Class 19 contains 42326 members 
Mstep: Class 20 contains 3891 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18711 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 125314 members 
Mstep: Class 25 contains 7200 members 
Mstep: Class 26 contains 3762 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79369 members 
Mstep: Class 29 contains 2224 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18365 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916080.000000 Penalty: 116601.578125
Iteration 92Q: 35 clusters Score -1.109161e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330527 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 41531 members 
Mstep: Class 5 contains 109855 members 
Mstep: Class 6 contains 17540 members 
Mstep: Class 7 contains 42518 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 14897 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 50181 members 
Mstep: Class 14 contains 18767 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4002 members 
Mstep: Class 18 contains 14577 members 
Mstep: Class 19 contains 42312 members 
Mstep: Class 20 contains 3880 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18678 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 125048 members 
Mstep: Class 25 contains 7204 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79394 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 15800 members 
Mstep: Class 31 contains 18421 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916192.000000 Penalty: 116601.578125
Iteration 93Q: 35 clusters Score -1.109162e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330620 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 13846 members 
Mstep: Class 4 contains 41524 members 
Mstep: Class 5 contains 109848 members 
Mstep: Class 6 contains 17601 members 
Mstep: Class 7 contains 42476 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 14933 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 50174 members 
Mstep: Class 14 contains 18746 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 42292 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 124805 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79418 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 15802 members 
Mstep: Class 31 contains 18469 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916248.000000 Penalty: 116601.578125
Iteration 94Q: 35 clusters Score -1.109162e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330724 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 13883 members 
Mstep: Class 4 contains 41520 members 
Mstep: Class 5 contains 109849 members 
Mstep: Class 6 contains 17666 members 
Mstep: Class 7 contains 42428 members 
Mstep: Class 8 contains 12793 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 14967 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 50165 members 
Mstep: Class 14 contains 18733 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 14614 members 
Mstep: Class 19 contains 42270 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18643 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 124577 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79430 members 
Mstep: Class 29 contains 2224 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 18515 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916280.000000 Penalty: 116601.578125
Iteration 95Q: 35 clusters Score -1.109163e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330791 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 13907 members 
Mstep: Class 4 contains 41510 members 
Mstep: Class 5 contains 109853 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 42381 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 15013 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 50158 members 
Mstep: Class 14 contains 18721 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 14640 members 
Mstep: Class 19 contains 42256 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18621 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 124370 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79449 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 15807 members 
Mstep: Class 31 contains 18551 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916216.000000 Penalty: 116601.578125
Iteration 96Q: 35 clusters Score -1.109162e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330859 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 41516 members 
Mstep: Class 5 contains 109851 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 42342 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 50151 members 
Mstep: Class 14 contains 18709 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3999 members 
Mstep: Class 18 contains 14655 members 
Mstep: Class 19 contains 42244 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 124166 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79477 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18587 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916056.000000 Penalty: 116601.578125
Iteration 97Q: 35 clusters Score -1.109161e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 330950 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 13945 members 
Mstep: Class 4 contains 41516 members 
Mstep: Class 5 contains 109849 members 
Mstep: Class 6 contains 17881 members 
Mstep: Class 7 contains 42305 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 15106 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 18695 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3996 members 
Mstep: Class 18 contains 14668 members 
Mstep: Class 19 contains 42229 members 
Mstep: Class 20 contains 3842 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18563 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 123949 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79512 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18604 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915952.000000 Penalty: 116601.578125
Iteration 98Q: 35 clusters Score -1.10916e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 331032 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 41516 members 
Mstep: Class 5 contains 109846 members 
Mstep: Class 6 contains 17949 members 
Mstep: Class 7 contains 42277 members 
Mstep: Class 8 contains 12820 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5567 members 
Mstep: Class 11 contains 15146 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 50137 members 
Mstep: Class 14 contains 18685 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 14683 members 
Mstep: Class 19 contains 42229 members 
Mstep: Class 20 contains 3834 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 123746 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79538 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18620 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915896.000000 Penalty: 116601.578125
Iteration 99Q: 35 clusters Score -1.109159e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 331120 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 41523 members 
Mstep: Class 5 contains 109842 members 
Mstep: Class 6 contains 18017 members 
Mstep: Class 7 contains 42243 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 11 contains 15179 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 50134 members 
Mstep: Class 14 contains 18677 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 14696 members 
Mstep: Class 19 contains 42221 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18493 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 123558 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 79562 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 15801 members 
Mstep: Class 31 contains 18628 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915976.000000 Penalty: 116601.578125
Iteration 100F: 35 clusters Score -1.10916e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331203 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 41511 members 
Mstep: Class 5 contains 109841 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 42220 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 15214 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 50134 members 
Mstep: Class 14 contains 18663 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 14704 members 
Mstep: Class 19 contains 42209 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 123365 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 79587 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 15802 members 
Mstep: Class 31 contains 18640 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916432.000000 Penalty: 116601.578125
Iteration 101Q: 35 clusters Score -1.109164e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 331290 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 109840 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 42197 members 
Mstep: Class 8 contains 12870 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5560 members 
Mstep: Class 11 contains 15243 members 
Mstep: Class 12 contains 2851 members 
Mstep: Class 13 contains 50132 members 
Mstep: Class 14 contains 18655 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 14712 members 
Mstep: Class 19 contains 42197 members 
Mstep: Class 20 contains 3842 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18444 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 123174 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 79610 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 15804 members 
Mstep: Class 31 contains 18648 members 
Mstep: Class 32 contains 1114 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917664.000000 Penalty: 116601.578125
Iteration 102Q: 35 clusters Score -1.109177e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 331348 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 109836 members 
Mstep: Class 6 contains 18197 members 
Mstep: Class 7 contains 42179 members 
Mstep: Class 8 contains 12877 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 15267 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 50140 members 
Mstep: Class 14 contains 18649 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 14721 members 
Mstep: Class 19 contains 42184 members 
Mstep: Class 20 contains 3840 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18427 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 123021 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 79620 members 
Mstep: Class 29 contains 2227 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 18659 members 
Mstep: Class 32 contains 1160 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918288.000000 Penalty: 116601.578125
Iteration 103Q: 35 clusters Score -1.109183e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 331412 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 41489 members 
Mstep: Class 5 contains 109834 members 
Mstep: Class 6 contains 18259 members 
Mstep: Class 7 contains 42155 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 11 contains 15293 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 50144 members 
Mstep: Class 14 contains 18643 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 14726 members 
Mstep: Class 19 contains 42177 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18409 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 122848 members 
Mstep: Class 25 contains 7207 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 79641 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15807 members 
Mstep: Class 31 contains 18675 members 
Mstep: Class 32 contains 1194 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918824.000000 Penalty: 116601.578125
Iteration 104Q: 35 clusters Score -1.109188e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 331461 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14042 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 109834 members 
Mstep: Class 6 contains 18317 members 
Mstep: Class 7 contains 42130 members 
Mstep: Class 8 contains 12905 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 15333 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 50141 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 14733 members 
Mstep: Class 19 contains 42169 members 
Mstep: Class 20 contains 3855 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18396 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 122684 members 
Mstep: Class 25 contains 7205 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 79665 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 15807 members 
Mstep: Class 31 contains 18685 members 
Mstep: Class 32 contains 1204 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919032.000000 Penalty: 116601.578125
Iteration 105Q: 35 clusters Score -1.10919e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 331518 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14053 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 109831 members 
Mstep: Class 6 contains 18378 members 
Mstep: Class 7 contains 42108 members 
Mstep: Class 8 contains 12919 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5552 members 
Mstep: Class 11 contains 15363 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 18630 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 14738 members 
Mstep: Class 19 contains 42155 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18391 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 122524 members 
Mstep: Class 25 contains 7204 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 598 members 
Mstep: Class 28 contains 79693 members 
Mstep: Class 29 contains 2224 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 18696 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919504.000000 Penalty: 116601.578125
Iteration 106Q: 35 clusters Score -1.109195e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 331603 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14072 members 
Mstep: Class 4 contains 41438 members 
Mstep: Class 5 contains 109827 members 
Mstep: Class 6 contains 18432 members 
Mstep: Class 7 contains 42098 members 
Mstep: Class 8 contains 12932 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 15398 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 50146 members 
Mstep: Class 14 contains 18626 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 14739 members 
Mstep: Class 19 contains 42147 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18376 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 122336 members 
Mstep: Class 25 contains 7204 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 79708 members 
Mstep: Class 29 contains 2224 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 18707 members 
Mstep: Class 32 contains 1222 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920512.000000 Penalty: 116601.578125
Iteration 107Q: 35 clusters Score -1.109205e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331665 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14090 members 
Mstep: Class 4 contains 41424 members 
Mstep: Class 5 contains 109832 members 
Mstep: Class 6 contains 18483 members 
Mstep: Class 7 contains 42076 members 
Mstep: Class 8 contains 12950 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 50139 members 
Mstep: Class 14 contains 18625 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 14742 members 
Mstep: Class 19 contains 42149 members 
Mstep: Class 20 contains 3867 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18360 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 122160 members 
Mstep: Class 25 contains 7204 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79727 members 
Mstep: Class 29 contains 2223 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 18722 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922016.000000 Penalty: 116601.578125
Iteration 108Q: 35 clusters Score -1.10922e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331717 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14112 members 
Mstep: Class 4 contains 41411 members 
Mstep: Class 5 contains 109836 members 
Mstep: Class 6 contains 18531 members 
Mstep: Class 7 contains 42059 members 
Mstep: Class 8 contains 12971 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 15471 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 50136 members 
Mstep: Class 14 contains 18623 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 14747 members 
Mstep: Class 19 contains 42151 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121991 members 
Mstep: Class 25 contains 7203 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79745 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 18734 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922008.000000 Penalty: 116601.578125
Iteration 109Q: 35 clusters Score -1.10922e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331754 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 41392 members 
Mstep: Class 5 contains 109839 members 
Mstep: Class 6 contains 18572 members 
Mstep: Class 7 contains 42047 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 15514 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 18624 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 14752 members 
Mstep: Class 19 contains 42146 members 
Mstep: Class 20 contains 3862 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18346 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121849 members 
Mstep: Class 25 contains 7203 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79759 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18751 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922016.000000 Penalty: 116601.578125
Iteration 110Q: 35 clusters Score -1.10922e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331794 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14148 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 109839 members 
Mstep: Class 6 contains 18603 members 
Mstep: Class 7 contains 42036 members 
Mstep: Class 8 contains 12984 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 15554 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 18617 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14757 members 
Mstep: Class 19 contains 42143 members 
Mstep: Class 20 contains 3866 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18359 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121684 members 
Mstep: Class 25 contains 7206 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79785 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15817 members 
Mstep: Class 31 contains 18765 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922000.000000 Penalty: 116601.578125
Iteration 111Q: 35 clusters Score -1.10922e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331853 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14163 members 
Mstep: Class 4 contains 41342 members 
Mstep: Class 5 contains 109842 members 
Mstep: Class 6 contains 18640 members 
Mstep: Class 7 contains 42026 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 50122 members 
Mstep: Class 14 contains 18609 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14759 members 
Mstep: Class 19 contains 42140 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121534 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79801 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 15816 members 
Mstep: Class 31 contains 18778 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921952.000000 Penalty: 116601.578125
Iteration 112Q: 35 clusters Score -1.10922e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331908 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 41320 members 
Mstep: Class 5 contains 109844 members 
Mstep: Class 6 contains 18687 members 
Mstep: Class 7 contains 42003 members 
Mstep: Class 8 contains 13008 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 15638 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 50132 members 
Mstep: Class 14 contains 18600 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14761 members 
Mstep: Class 19 contains 42140 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18342 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121374 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79827 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15814 members 
Mstep: Class 31 contains 18781 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921920.000000 Penalty: 116601.578125
Iteration 113Q: 35 clusters Score -1.109219e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 331961 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 41310 members 
Mstep: Class 5 contains 109845 members 
Mstep: Class 6 contains 18731 members 
Mstep: Class 7 contains 41982 members 
Mstep: Class 8 contains 13020 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 15674 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 50135 members 
Mstep: Class 14 contains 18594 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14763 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 3880 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18333 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121223 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79850 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15815 members 
Mstep: Class 31 contains 18793 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921824.000000 Penalty: 116601.578125
Iteration 114Q: 35 clusters Score -1.109218e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332011 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 41294 members 
Mstep: Class 5 contains 109851 members 
Mstep: Class 6 contains 18773 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 13036 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 15695 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 50134 members 
Mstep: Class 14 contains 18592 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14766 members 
Mstep: Class 19 contains 42137 members 
Mstep: Class 20 contains 3888 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 121098 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79866 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 15816 members 
Mstep: Class 31 contains 18803 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922048.000000 Penalty: 116601.578125
Iteration 115Q: 35 clusters Score -1.10922e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332050 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14185 members 
Mstep: Class 4 contains 41276 members 
Mstep: Class 5 contains 109851 members 
Mstep: Class 6 contains 18808 members 
Mstep: Class 7 contains 41946 members 
Mstep: Class 8 contains 13047 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 50137 members 
Mstep: Class 14 contains 18591 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14769 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120989 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79885 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 15814 members 
Mstep: Class 31 contains 18816 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922144.000000 Penalty: 116601.578125
Iteration 116Q: 35 clusters Score -1.109221e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332096 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14192 members 
Mstep: Class 4 contains 41262 members 
Mstep: Class 5 contains 109850 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 41928 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 18588 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14769 members 
Mstep: Class 19 contains 42126 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18290 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120878 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79909 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 15813 members 
Mstep: Class 31 contains 18823 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922048.000000 Penalty: 116601.578125
Iteration 117Q: 35 clusters Score -1.10922e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332153 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14200 members 
Mstep: Class 4 contains 41257 members 
Mstep: Class 5 contains 109849 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 41913 members 
Mstep: Class 8 contains 13059 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 15767 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 18584 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14771 members 
Mstep: Class 19 contains 42115 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18270 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120771 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79920 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15811 members 
Mstep: Class 31 contains 18831 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922056.000000 Penalty: 116601.578125
Iteration 118Q: 35 clusters Score -1.109221e+08 nChanged 276
Entering ConstructFrom: 
Score: -110922056.000000 Penalty: 116601.578125
Entering ConstructFrom: 
Trying to split cluster 1 (332196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332196 members 
Entering Unmasked Estep 
Score: -37369084.000000 Penalty: 3152.943115
	Iteration 0F: 2 clusters Score -3.736908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 166513 members 
Entering Unmasked Estep 
Score: -37165728.000000 Penalty: 6305.886230
	Iteration 0F: 3 clusters Score -3.716573e+07 nChanged 160673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 177962 members 
Entering Unmasked Estep 
Score: -37262868.000000 Penalty: 6305.886230
	Iteration 1F: 3 clusters Score -3.726287e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -37265580.000000 Penalty: 6305.886230
	Iteration 2Q: 3 clusters Score -3.726558e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 195636 members 
Entering Unmasked Estep 
Score: -37270280.000000 Penalty: 6305.886230
	Iteration 3Q: 3 clusters Score -3.727028e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 211435 members 
Entering Unmasked Estep 
Score: -37278516.000000 Penalty: 6305.886230
	Iteration 4F: 3 clusters Score -3.727852e+07 nChanged 23030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 233779 members 
Entering Unmasked Estep 
Score: -37293968.000000 Penalty: 6305.886230
	Iteration 5F: 3 clusters Score -3.729397e+07 nChanged 28058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 261535 members 
Entering Unmasked Estep 
Score: -37317380.000000 Penalty: 6305.886230
	Iteration 6F: 3 clusters Score -3.731738e+07 nChanged 28453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 289886 members 
Entering Unmasked Estep 
Score: -37343288.000000 Penalty: 6305.886230
	Iteration 7F: 3 clusters Score -3.734329e+07 nChanged 21606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 311478 members 
Entering Unmasked Estep 
Score: -37356824.000000 Penalty: 6305.886230
	Iteration 8F: 3 clusters Score -3.735682e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 323016 members 
Entering Unmasked Estep 
Score: -37362484.000000 Penalty: 6305.886230
	Iteration 9Q: 3 clusters Score -3.736248e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 327883 members 
Entering Unmasked Estep 
Score: -37365100.000000 Penalty: 6305.886230
	Iteration 10Q: 3 clusters Score -3.73651e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 329761 members 
Entering Unmasked Estep 
Score: -37366020.000000 Penalty: 6305.886230
	Iteration 11Q: 3 clusters Score -3.736602e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 330506 members 
Entering Unmasked Estep 
Score: -37366464.000000 Penalty: 6305.886230
	Iteration 12Q: 3 clusters Score -3.736646e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 330837 members 
Entering Unmasked Estep 
Score: -37366636.000000 Penalty: 6305.886230
	Iteration 13Q: 3 clusters Score -3.736664e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 331009 members 
Entering Unmasked Estep 
Score: -37366608.000000 Penalty: 6305.886230
	Iteration 14Q: 3 clusters Score -3.736661e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 331102 members 
Entering Unmasked Estep 
Score: -37366572.000000 Penalty: 6305.886230
	Iteration 15Q: 3 clusters Score -3.736657e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 331166 members 
Entering Unmasked Estep 
Score: -37366636.000000 Penalty: 6305.886230
	Iteration 16Q: 3 clusters Score -3.736664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 331213 members 
Entering Unmasked Estep 
Score: -37366656.000000 Penalty: 6305.886230
	Iteration 17Q: 3 clusters Score -3.736666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 331232 members 
Entering Unmasked Estep 
Score: -37366652.000000 Penalty: 6305.886230
	Iteration 18Q: 3 clusters Score -3.736665e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 331255 members 
Entering Unmasked Estep 
Score: -37366672.000000 Penalty: 6305.886230
	Iteration 19Q: 3 clusters Score -3.736667e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 331270 members 
Entering Unmasked Estep 
Score: -37366672.000000 Penalty: 6305.886230
	Iteration 20F: 3 clusters Score -3.736667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 331292 members 
Entering Unmasked Estep 
Score: -37366668.000000 Penalty: 6305.886230
	Iteration 21Q: 3 clusters Score -3.736667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 331310 members 
Entering Unmasked Estep 
Score: -37366680.000000 Penalty: 6305.886230
	Iteration 22Q: 3 clusters Score -3.736668e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 331319 members 
Entering Unmasked Estep 
Score: -37366664.000000 Penalty: 6305.886230
	Iteration 23Q: 3 clusters Score -3.736666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 331327 members 
Entering Unmasked Estep 
Score: -37366720.000000 Penalty: 6305.886230
	Iteration 24Q: 3 clusters Score -3.736672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 331334 members 
Entering Unmasked Estep 
Score: -37366716.000000 Penalty: 6305.886230
	Iteration 25Q: 3 clusters Score -3.736672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 331334 members 
Entering Unmasked Estep 
Score: -37366704.000000 Penalty: 6305.886230
	Iteration 26Q: 3 clusters Score -3.73667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 331340 members 
Entering Unmasked Estep 
Score: -37366728.000000 Penalty: 6305.886230
	Iteration 27Q: 3 clusters Score -3.736673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 331345 members 
Entering Unmasked Estep 
Score: -37366700.000000 Penalty: 6305.886230
	Iteration 28Q: 3 clusters Score -3.73667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 331345 members 
Entering Unmasked Estep 
Score: -37366716.000000 Penalty: 6305.886230
	Iteration 29Q: 3 clusters Score -3.736672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 331348 members 
Entering Unmasked Estep 
Score: -37366716.000000 Penalty: 6305.886230
	Iteration 30Q: 3 clusters Score -3.736672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 331352 members 
Entering Unmasked Estep 
Score: -37366728.000000 Penalty: 6305.886230
	Iteration 31Q: 3 clusters Score -3.736673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 331356 members 
Entering Unmasked Estep 
Score: -37366720.000000 Penalty: 6305.886230
	Iteration 32Q: 3 clusters Score -3.736672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 331364 members 
Entering Unmasked Estep 
Score: -37366744.000000 Penalty: 6305.886230
	Iteration 33Q: 3 clusters Score -3.736674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 331370 members 
Entering Unmasked Estep 
Score: -37366724.000000 Penalty: 6305.886230
	Iteration 34Q: 3 clusters Score -3.736672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 331376 members 
Entering Unmasked Estep 
Score: -37366700.000000 Penalty: 6305.886230
	Iteration 35Q: 3 clusters Score -3.73667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 331376 members 
Entering Unmasked Estep 
Score: -37366696.000000 Penalty: 6305.886230
	Iteration 36Q: 3 clusters Score -3.73667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 331376 members 
Entering Unmasked Estep 
Score: -37366700.000000 Penalty: 6305.886230
	Iteration 37Q: 3 clusters Score -3.73667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 331376 members 
Entering Unmasked Estep 
Score: -37366700.000000 Penalty: 6305.886230
	Iteration 38F: 3 clusters Score -3.73667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -440443.843750 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -440443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -436589.500000 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -436589.5 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -437432.812500 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -437432.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -437584.406250 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -437584.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -437663.250000 Penalty: 4105.722168
	Iteration 3Q: 3 clusters Score -437663.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -437722.093750 Penalty: 4105.722168
	Iteration 4Q: 3 clusters Score -437722.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -437773.437500 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -437773.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -437821.750000 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -437821.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -437865.375000 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -437865.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -437906.031250 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -437906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -437960.437500 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -437960.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -438019.062500 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -438019.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -438065.656250 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -438065.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -438109.218750 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -438109.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -438149.468750 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -438149.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -438196.562500 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -438196.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -438234.593750 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -438234.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -438273.750000 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -438273.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -438311.156250 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -438311.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -438368.031250 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -438368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -438432.281250 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -438432.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -438493.781250 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -438493.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -438537.343750 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -438537.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -438580.718750 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -438580.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -438632.562500 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -438632.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -438696.468750 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -438696.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -438799.875000 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -438799.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -438921.312500 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -438921.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -439049.750000 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -439049.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -439179.750000 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -439179.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -439280.906250 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -439280.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -439371.843750 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -439371.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -439455.906250 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -439455.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -439548.093750 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -439548.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -439665.343750 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -439665.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -439803.562500 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -439803.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -439931.468750 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -439931.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -440043.781250 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -440043.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -440106.156250 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -440106.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -440163.375000 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -440163.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -440211.625000 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -440211.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -440253.500000 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -440253.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -440291.187500 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -440291.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -440325.468750 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -440325.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -440349.437500 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -440349.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -440366.875000 Penalty: 4105.722168
	Iteration 44Q: 3 clusters Score -440366.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -440380.656250 Penalty: 4105.722168
	Iteration 45Q: 3 clusters Score -440380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -440387.218750 Penalty: 4105.722168
	Iteration 46Q: 3 clusters Score -440387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -440388.062500 Penalty: 4105.722168
	Iteration 47Q: 3 clusters Score -440388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440387.843750 Penalty: 4105.722168
	Iteration 48Q: 3 clusters Score -440387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440387.843750 Penalty: 4105.722168
	Iteration 49F: 3 clusters Score -440387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Entering Unmasked Estep 
Score: -1632374.750000 Penalty: 2371.284424
	Iteration 0F: 2 clusters Score -1632375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1621978.000000 Penalty: 4742.568848
	Iteration 0F: 3 clusters Score -1621978 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1625322.375000 Penalty: 4742.568848
	Iteration 1F: 3 clusters Score -1625322 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1625651.500000 Penalty: 4742.568848
	Iteration 2F: 3 clusters Score -1625652 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1625935.875000 Penalty: 4742.568848
	Iteration 3Q: 3 clusters Score -1625936 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1626223.750000 Penalty: 4742.568848
	Iteration 4Q: 3 clusters Score -1626224 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1626585.000000 Penalty: 4742.568848
	Iteration 5Q: 3 clusters Score -1626585 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1626995.500000 Penalty: 4742.568848
	Iteration 6Q: 3 clusters Score -1626996 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1627440.750000 Penalty: 4742.568848
	Iteration 7Q: 3 clusters Score -1627441 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1627974.000000 Penalty: 4742.568848
	Iteration 8F: 3 clusters Score -1627974 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1628525.625000 Penalty: 4742.568848
	Iteration 9F: 3 clusters Score -1628526 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1628989.625000 Penalty: 4742.568848
	Iteration 10Q: 3 clusters Score -1628990 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1629376.375000 Penalty: 4742.568848
	Iteration 11Q: 3 clusters Score -1629376 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1629663.875000 Penalty: 4742.568848
	Iteration 12Q: 3 clusters Score -1629664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1629881.500000 Penalty: 4742.568848
	Iteration 13Q: 3 clusters Score -1629882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1630036.250000 Penalty: 4742.568848
	Iteration 14Q: 3 clusters Score -1630036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1630145.125000 Penalty: 4742.568848
	Iteration 15Q: 3 clusters Score -1630145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1630204.750000 Penalty: 4742.568848
	Iteration 16Q: 3 clusters Score -1630205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1630243.750000 Penalty: 4742.568848
	Iteration 17Q: 3 clusters Score -1630244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1630263.750000 Penalty: 4742.568848
	Iteration 18Q: 3 clusters Score -1630264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1630280.500000 Penalty: 4742.568848
	Iteration 19Q: 3 clusters Score -1630280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1630305.500000 Penalty: 4742.568848
	Iteration 20F: 3 clusters Score -1630306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1630317.000000 Penalty: 4742.568848
	Iteration 21Q: 3 clusters Score -1630317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1630324.500000 Penalty: 4742.568848
	Iteration 22Q: 3 clusters Score -1630324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1630333.375000 Penalty: 4742.568848
	Iteration 23Q: 3 clusters Score -1630333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1630343.125000 Penalty: 4742.568848
	Iteration 24Q: 3 clusters Score -1630343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1630352.375000 Penalty: 4742.568848
	Iteration 25Q: 3 clusters Score -1630352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1630355.625000 Penalty: 4742.568848
	Iteration 26Q: 3 clusters Score -1630356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1630359.250000 Penalty: 4742.568848
	Iteration 27Q: 3 clusters Score -1630359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1630366.625000 Penalty: 4742.568848
	Iteration 28Q: 3 clusters Score -1630367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1630368.750000 Penalty: 4742.568848
	Iteration 29Q: 3 clusters Score -1630369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1630372.500000 Penalty: 4742.568848
	Iteration 30Q: 3 clusters Score -1630372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1630375.500000 Penalty: 4742.568848
	Iteration 31Q: 3 clusters Score -1630376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1630377.250000 Penalty: 4742.568848
	Iteration 32Q: 3 clusters Score -1630377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1630377.750000 Penalty: 4742.568848
	Iteration 33Q: 3 clusters Score -1630378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1630380.875000 Penalty: 4742.568848
	Iteration 34Q: 3 clusters Score -1630381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1630382.375000 Penalty: 4742.568848
	Iteration 35Q: 3 clusters Score -1630382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1630384.750000 Penalty: 4742.568848
	Iteration 36Q: 3 clusters Score -1630385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1630386.375000 Penalty: 4742.568848
	Iteration 37Q: 3 clusters Score -1630386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1630388.875000 Penalty: 4742.568848
	Iteration 38Q: 3 clusters Score -1630389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1630389.250000 Penalty: 4742.568848
	Iteration 39Q: 3 clusters Score -1630389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1630389.000000 Penalty: 4742.568848
	Iteration 40F: 3 clusters Score -1630389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1630391.250000 Penalty: 4742.568848
	Iteration 41Q: 3 clusters Score -1630391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1630391.250000 Penalty: 4742.568848
	Iteration 42F: 3 clusters Score -1630391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Entering Unmasked Estep 
Score: -4262420.000000 Penalty: 2635.584717
	Iteration 0F: 2 clusters Score -4262420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4234445.000000 Penalty: 5271.169434
	Iteration 0F: 3 clusters Score -4234445 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4245437.000000 Penalty: 5271.169434
	Iteration 1F: 3 clusters Score -4245437 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -4246290.000000 Penalty: 5271.169434
	Iteration 2F: 3 clusters Score -4246290 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4247249.500000 Penalty: 5271.169434
	Iteration 3F: 3 clusters Score -4247250 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4248243.500000 Penalty: 5271.169434
	Iteration 4F: 3 clusters Score -4248244 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4249378.000000 Penalty: 5271.169434
	Iteration 5F: 3 clusters Score -4249378 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4250598.000000 Penalty: 5271.169434
	Iteration 6F: 3 clusters Score -4250598 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4251859.000000 Penalty: 5271.169434
	Iteration 7F: 3 clusters Score -4251859 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4253216.500000 Penalty: 5271.169434
	Iteration 8Q: 3 clusters Score -4253216 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4254512.000000 Penalty: 5271.169434
	Iteration 9Q: 3 clusters Score -4254512 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4255727.000000 Penalty: 5271.169434
	Iteration 10Q: 3 clusters Score -4255727 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4256754.000000 Penalty: 5271.169434
	Iteration 11Q: 3 clusters Score -4256754 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4257551.000000 Penalty: 5271.169434
	Iteration 12Q: 3 clusters Score -4257551 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -4258102.000000 Penalty: 5271.169434
	Iteration 13Q: 3 clusters Score -4258102 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4258557.000000 Penalty: 5271.169434
	Iteration 14Q: 3 clusters Score -4258557 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4259012.500000 Penalty: 5271.169434
	Iteration 15Q: 3 clusters Score -4259012 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4259447.000000 Penalty: 5271.169434
	Iteration 16Q: 3 clusters Score -4259447 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -4259930.500000 Penalty: 5271.169434
	Iteration 17Q: 3 clusters Score -4259930 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4260368.500000 Penalty: 5271.169434
	Iteration 18Q: 3 clusters Score -4260368 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4260708.500000 Penalty: 5271.169434
	Iteration 19Q: 3 clusters Score -4260708 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4260986.500000 Penalty: 5271.169434
	Iteration 20F: 3 clusters Score -4260986 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4261191.000000 Penalty: 5271.169434
	Iteration 21Q: 3 clusters Score -4261191 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4261297.500000 Penalty: 5271.169434
	Iteration 22Q: 3 clusters Score -4261298 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4261382.500000 Penalty: 5271.169434
	Iteration 23Q: 3 clusters Score -4261382 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4261442.500000 Penalty: 5271.169434
	Iteration 24Q: 3 clusters Score -4261442 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4261460.500000 Penalty: 5271.169434
	Iteration 25Q: 3 clusters Score -4261460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4261475.000000 Penalty: 5271.169434
	Iteration 26Q: 3 clusters Score -4261475 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4261500.500000 Penalty: 5271.169434
	Iteration 27Q: 3 clusters Score -4261500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4261512.000000 Penalty: 5271.169434
	Iteration 28Q: 3 clusters Score -4261512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4261520.000000 Penalty: 5271.169434
	Iteration 29Q: 3 clusters Score -4261520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4261527.000000 Penalty: 5271.169434
	Iteration 30Q: 3 clusters Score -4261527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4261538.500000 Penalty: 5271.169434
	Iteration 31Q: 3 clusters Score -4261538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4261536.000000 Penalty: 5271.169434
	Iteration 32Q: 3 clusters Score -4261536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4261530.000000 Penalty: 5271.169434
	Iteration 33Q: 3 clusters Score -4261530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4261544.500000 Penalty: 5271.169434
	Iteration 34Q: 3 clusters Score -4261544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4261543.500000 Penalty: 5271.169434
	Iteration 35Q: 3 clusters Score -4261544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -4261541.000000 Penalty: 5271.169434
	Iteration 36Q: 3 clusters Score -4261541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -4261541.500000 Penalty: 5271.169434
	Iteration 37Q: 3 clusters Score -4261542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4261541.000000 Penalty: 5271.169434
	Iteration 38Q: 3 clusters Score -4261541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4261548.000000 Penalty: 5271.169434
	Iteration 39Q: 3 clusters Score -4261548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -4261544.500000 Penalty: 5271.169434
	Iteration 40F: 3 clusters Score -4261544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4261542.500000 Penalty: 5271.169434
	Iteration 41Q: 3 clusters Score -4261542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4261546.000000 Penalty: 5271.169434
	Iteration 42Q: 3 clusters Score -4261546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4261546.000000 Penalty: 5271.169434
	Iteration 43F: 3 clusters Score -4261546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109847 members 
Entering Unmasked Estep 
Score: -12426143.000000 Penalty: 2878.497314
	Iteration 0F: 2 clusters Score -1.242614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -12352838.000000 Penalty: 5756.994629
	Iteration 0F: 3 clusters Score -1.235284e+07 nChanged 52004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -12382587.000000 Penalty: 5756.994629
	Iteration 1F: 3 clusters Score -1.238259e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -12383662.000000 Penalty: 5756.994629
	Iteration 2Q: 3 clusters Score -1.238366e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -12385325.000000 Penalty: 5756.994629
	Iteration 3Q: 3 clusters Score -1.238532e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -12388177.000000 Penalty: 5756.994629
	Iteration 4F: 3 clusters Score -1.238818e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -12393080.000000 Penalty: 5756.994629
	Iteration 5F: 3 clusters Score -1.239308e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -12400150.000000 Penalty: 5756.994629
	Iteration 6F: 3 clusters Score -1.240015e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -12408296.000000 Penalty: 5756.994629
	Iteration 7F: 3 clusters Score -1.24083e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -12415396.000000 Penalty: 5756.994629
	Iteration 8F: 3 clusters Score -1.24154e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -12419842.000000 Penalty: 5756.994629
	Iteration 9Q: 3 clusters Score -1.241984e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -12421985.000000 Penalty: 5756.994629
	Iteration 10Q: 3 clusters Score -1.242198e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -12422843.000000 Penalty: 5756.994629
	Iteration 11Q: 3 clusters Score -1.242284e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 109063 members 
Entering Unmasked Estep 
Score: -12423267.000000 Penalty: 5756.994629
	Iteration 12Q: 3 clusters Score -1.242327e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -12423461.000000 Penalty: 5756.994629
	Iteration 13Q: 3 clusters Score -1.242346e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -12423560.000000 Penalty: 5756.994629
	Iteration 14Q: 3 clusters Score -1.242356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -12423616.000000 Penalty: 5756.994629
	Iteration 15Q: 3 clusters Score -1.242362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -12423658.000000 Penalty: 5756.994629
	Iteration 16Q: 3 clusters Score -1.242366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -12423717.000000 Penalty: 5756.994629
	Iteration 17Q: 3 clusters Score -1.242372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -12423726.000000 Penalty: 5756.994629
	Iteration 18Q: 3 clusters Score -1.242373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109396 members 
Entering Unmasked Estep 
Score: -12423727.000000 Penalty: 5756.994629
	Iteration 19Q: 3 clusters Score -1.242373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -12423746.000000 Penalty: 5756.994629
	Iteration 20F: 3 clusters Score -1.242375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -12423776.000000 Penalty: 5756.994629
	Iteration 21Q: 3 clusters Score -1.242378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 109421 members 
Entering Unmasked Estep 
Score: -12423806.000000 Penalty: 5756.994629
	Iteration 22Q: 3 clusters Score -1.242381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
Score: -12423814.000000 Penalty: 5756.994629
	Iteration 23Q: 3 clusters Score -1.242381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -12423819.000000 Penalty: 5756.994629
	Iteration 24Q: 3 clusters Score -1.242382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -12423816.000000 Penalty: 5756.994629
	Iteration 25Q: 3 clusters Score -1.242382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 109445 members 
Entering Unmasked Estep 
Score: -12423830.000000 Penalty: 5756.994629
	Iteration 26Q: 3 clusters Score -1.242383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -12423830.000000 Penalty: 5756.994629
	Iteration 27Q: 3 clusters Score -1.242383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 109445 members 
Entering Unmasked Estep 
Score: -12423831.000000 Penalty: 5756.994629
	Iteration 28Q: 3 clusters Score -1.242383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -12423834.000000 Penalty: 5756.994629
	Iteration 29Q: 3 clusters Score -1.242383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -12423834.000000 Penalty: 5756.994629
	Iteration 30F: 3 clusters Score -1.242383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Entering Unmasked Estep 
Score: -2069975.125000 Penalty: 2442.520508
	Iteration 0F: 2 clusters Score -2069975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2056540.875000 Penalty: 4885.041016
	Iteration 0F: 3 clusters Score -2056541 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2061319.000000 Penalty: 4885.041016
	Iteration 1F: 3 clusters Score -2061319 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2061975.375000 Penalty: 4885.041016
	Iteration 2F: 3 clusters Score -2061975 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2062674.500000 Penalty: 4885.041016
	Iteration 3F: 3 clusters Score -2062674 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2063436.375000 Penalty: 4885.041016
	Iteration 4F: 3 clusters Score -2063436 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2064351.375000 Penalty: 4885.041016
	Iteration 5F: 3 clusters Score -2064351 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2065384.625000 Penalty: 4885.041016
	Iteration 6F: 3 clusters Score -2065385 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2066645.125000 Penalty: 4885.041016
	Iteration 7F: 3 clusters Score -2066645 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2067884.500000 Penalty: 4885.041016
	Iteration 8F: 3 clusters Score -2067884 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2068766.250000 Penalty: 4885.041016
	Iteration 9F: 3 clusters Score -2068766 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2069158.875000 Penalty: 4885.041016
	Iteration 10Q: 3 clusters Score -2069159 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2069328.000000 Penalty: 4885.041016
	Iteration 11Q: 3 clusters Score -2069328 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2069413.000000 Penalty: 4885.041016
	Iteration 12Q: 3 clusters Score -2069413 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2069459.000000 Penalty: 4885.041016
	Iteration 13Q: 3 clusters Score -2069459 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2069493.625000 Penalty: 4885.041016
	Iteration 14Q: 3 clusters Score -2069494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2069509.375000 Penalty: 4885.041016
	Iteration 15Q: 3 clusters Score -2069509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2069526.000000 Penalty: 4885.041016
	Iteration 16Q: 3 clusters Score -2069526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2069536.125000 Penalty: 4885.041016
	Iteration 17Q: 3 clusters Score -2069536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2069541.000000 Penalty: 4885.041016
	Iteration 18Q: 3 clusters Score -2069541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2069552.500000 Penalty: 4885.041016
	Iteration 19Q: 3 clusters Score -2069552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2069552.000000 Penalty: 4885.041016
	Iteration 20F: 3 clusters Score -2069552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2069555.375000 Penalty: 4885.041016
	Iteration 21Q: 3 clusters Score -2069555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2069562.625000 Penalty: 4885.041016
	Iteration 22Q: 3 clusters Score -2069563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2069565.125000 Penalty: 4885.041016
	Iteration 23Q: 3 clusters Score -2069565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2069567.875000 Penalty: 4885.041016
	Iteration 24Q: 3 clusters Score -2069568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2069569.125000 Penalty: 4885.041016
	Iteration 25Q: 3 clusters Score -2069569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2069568.125000 Penalty: 4885.041016
	Iteration 26Q: 3 clusters Score -2069568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2069577.250000 Penalty: 4885.041016
	Iteration 27Q: 3 clusters Score -2069577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2069582.625000 Penalty: 4885.041016
	Iteration 28Q: 3 clusters Score -2069583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2069584.250000 Penalty: 4885.041016
	Iteration 29Q: 3 clusters Score -2069584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2069589.625000 Penalty: 4885.041016
	Iteration 30Q: 3 clusters Score -2069590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2069594.250000 Penalty: 4885.041016
	Iteration 31Q: 3 clusters Score -2069594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2069592.375000 Penalty: 4885.041016
	Iteration 32Q: 3 clusters Score -2069592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2069594.250000 Penalty: 4885.041016
	Iteration 33Q: 3 clusters Score -2069594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2069597.125000 Penalty: 4885.041016
	Iteration 34Q: 3 clusters Score -2069597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2069596.000000 Penalty: 4885.041016
	Iteration 35Q: 3 clusters Score -2069596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2069596.625000 Penalty: 4885.041016
	Iteration 36Q: 3 clusters Score -2069597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2069592.750000 Penalty: 4885.041016
	Iteration 37Q: 3 clusters Score -2069593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2069594.375000 Penalty: 4885.041016
	Iteration 38Q: 3 clusters Score -2069594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2069597.625000 Penalty: 4885.041016
	Iteration 39Q: 3 clusters Score -2069598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2069595.000000 Penalty: 4885.041016
	Iteration 40F: 3 clusters Score -2069595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2069594.125000 Penalty: 4885.041016
	Iteration 41Q: 3 clusters Score -2069594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2069593.000000 Penalty: 4885.041016
	Iteration 42Q: 3 clusters Score -2069593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2069592.875000 Penalty: 4885.041016
	Iteration 43Q: 3 clusters Score -2069593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2069595.625000 Penalty: 4885.041016
	Iteration 44Q: 3 clusters Score -2069596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2069595.375000 Penalty: 4885.041016
	Iteration 45Q: 3 clusters Score -2069595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2069594.375000 Penalty: 4885.041016
	Iteration 46Q: 3 clusters Score -2069594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2069595.625000 Penalty: 4885.041016
	Iteration 47Q: 3 clusters Score -2069596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2069595.000000 Penalty: 4885.041016
	Iteration 48Q: 3 clusters Score -2069595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2069595.750000 Penalty: 4885.041016
	Iteration 49Q: 3 clusters Score -2069596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2069589.125000 Penalty: 4885.041016
	Iteration 50Q: 3 clusters Score -2069589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2069596.500000 Penalty: 4885.041016
	Iteration 51Q: 3 clusters Score -2069596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2069594.125000 Penalty: 4885.041016
	Iteration 52Q: 3 clusters Score -2069594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2069597.125000 Penalty: 4885.041016
	Iteration 53Q: 3 clusters Score -2069597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2069599.750000 Penalty: 4885.041016
	Iteration 54Q: 3 clusters Score -2069600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2069597.750000 Penalty: 4885.041016
	Iteration 55Q: 3 clusters Score -2069598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2069600.250000 Penalty: 4885.041016
	Iteration 56Q: 3 clusters Score -2069600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2069602.375000 Penalty: 4885.041016
	Iteration 57Q: 3 clusters Score -2069602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2069601.375000 Penalty: 4885.041016
	Iteration 58Q: 3 clusters Score -2069601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2069602.250000 Penalty: 4885.041016
	Iteration 59Q: 3 clusters Score -2069602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2069603.125000 Penalty: 4885.041016
	Iteration 60F: 3 clusters Score -2069603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2069601.750000 Penalty: 4885.041016
	Iteration 61Q: 3 clusters Score -2069602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2069601.875000 Penalty: 4885.041016
	Iteration 62Q: 3 clusters Score -2069602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2069600.625000 Penalty: 4885.041016
	Iteration 63Q: 3 clusters Score -2069601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2069600.500000 Penalty: 4885.041016
	Iteration 64Q: 3 clusters Score -2069600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2069601.000000 Penalty: 4885.041016
	Iteration 65Q: 3 clusters Score -2069601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2069603.875000 Penalty: 4885.041016
	Iteration 66Q: 3 clusters Score -2069604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2069603.625000 Penalty: 4885.041016
	Iteration 67Q: 3 clusters Score -2069604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2069602.375000 Penalty: 4885.041016
	Iteration 68Q: 3 clusters Score -2069602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2069604.750000 Penalty: 4885.041016
	Iteration 69Q: 3 clusters Score -2069605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2069604.375000 Penalty: 4885.041016
	Iteration 70Q: 3 clusters Score -2069604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2069606.125000 Penalty: 4885.041016
	Iteration 71Q: 3 clusters Score -2069606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2069604.000000 Penalty: 4885.041016
	Iteration 72Q: 3 clusters Score -2069604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2069604.625000 Penalty: 4885.041016
	Iteration 73Q: 3 clusters Score -2069605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2069605.625000 Penalty: 4885.041016
	Iteration 74Q: 3 clusters Score -2069606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2069607.250000 Penalty: 4885.041016
	Iteration 75Q: 3 clusters Score -2069607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2069611.500000 Penalty: 4885.041016
	Iteration 76Q: 3 clusters Score -2069612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2069611.500000 Penalty: 4885.041016
	Iteration 77F: 3 clusters Score -2069612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Entering Unmasked Estep 
Score: -4664280.000000 Penalty: 2639.456299
	Iteration 0F: 2 clusters Score -4664280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4636083.000000 Penalty: 5278.912598
	Iteration 0F: 3 clusters Score -4636083 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4646532.500000 Penalty: 5278.912598
	Iteration 1F: 3 clusters Score -4646532 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4647203.500000 Penalty: 5278.912598
	Iteration 2Q: 3 clusters Score -4647204 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4647953.000000 Penalty: 5278.912598
	Iteration 3Q: 3 clusters Score -4647953 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4648836.000000 Penalty: 5278.912598
	Iteration 4Q: 3 clusters Score -4648836 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4649975.500000 Penalty: 5278.912598
	Iteration 5F: 3 clusters Score -4649976 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4651422.500000 Penalty: 5278.912598
	Iteration 6F: 3 clusters Score -4651422 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4653219.500000 Penalty: 5278.912598
	Iteration 7F: 3 clusters Score -4653220 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4655258.000000 Penalty: 5278.912598
	Iteration 8F: 3 clusters Score -4655258 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4657084.000000 Penalty: 5278.912598
	Iteration 9F: 3 clusters Score -4657084 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4658512.000000 Penalty: 5278.912598
	Iteration 10Q: 3 clusters Score -4658512 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4659198.500000 Penalty: 5278.912598
	Iteration 11Q: 3 clusters Score -4659198 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4659577.000000 Penalty: 5278.912598
	Iteration 12Q: 3 clusters Score -4659577 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4659804.000000 Penalty: 5278.912598
	Iteration 13Q: 3 clusters Score -4659804 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4659975.000000 Penalty: 5278.912598
	Iteration 14Q: 3 clusters Score -4659975 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4660094.000000 Penalty: 5278.912598
	Iteration 15Q: 3 clusters Score -4660094 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4660203.500000 Penalty: 5278.912598
	Iteration 16Q: 3 clusters Score -4660204 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4660337.000000 Penalty: 5278.912598
	Iteration 17Q: 3 clusters Score -4660337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -4660443.000000 Penalty: 5278.912598
	Iteration 18Q: 3 clusters Score -4660443 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4660553.000000 Penalty: 5278.912598
	Iteration 19Q: 3 clusters Score -4660553 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4660639.500000 Penalty: 5278.912598
	Iteration 20F: 3 clusters Score -4660640 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4660726.000000 Penalty: 5278.912598
	Iteration 21Q: 3 clusters Score -4660726 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4660789.500000 Penalty: 5278.912598
	Iteration 22Q: 3 clusters Score -4660790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4660858.000000 Penalty: 5278.912598
	Iteration 23Q: 3 clusters Score -4660858 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4660930.500000 Penalty: 5278.912598
	Iteration 24Q: 3 clusters Score -4660930 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4660997.500000 Penalty: 5278.912598
	Iteration 25Q: 3 clusters Score -4660998 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4661054.500000 Penalty: 5278.912598
	Iteration 26Q: 3 clusters Score -4661054 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4661146.500000 Penalty: 5278.912598
	Iteration 27Q: 3 clusters Score -4661146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4661238.500000 Penalty: 5278.912598
	Iteration 28Q: 3 clusters Score -4661238 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4661299.000000 Penalty: 5278.912598
	Iteration 29Q: 3 clusters Score -4661299 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4661382.000000 Penalty: 5278.912598
	Iteration 30Q: 3 clusters Score -4661382 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4661472.500000 Penalty: 5278.912598
	Iteration 31Q: 3 clusters Score -4661472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4661568.500000 Penalty: 5278.912598
	Iteration 32Q: 3 clusters Score -4661568 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4661677.000000 Penalty: 5278.912598
	Iteration 33Q: 3 clusters Score -4661677 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4661777.000000 Penalty: 5278.912598
	Iteration 34Q: 3 clusters Score -4661777 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4661855.500000 Penalty: 5278.912598
	Iteration 35Q: 3 clusters Score -4661856 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4661924.500000 Penalty: 5278.912598
	Iteration 36Q: 3 clusters Score -4661924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4662003.000000 Penalty: 5278.912598
	Iteration 37Q: 3 clusters Score -4662003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4662062.500000 Penalty: 5278.912598
	Iteration 38Q: 3 clusters Score -4662062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4662105.000000 Penalty: 5278.912598
	Iteration 39Q: 3 clusters Score -4662105 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4662145.500000 Penalty: 5278.912598
	Iteration 40F: 3 clusters Score -4662146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4662217.500000 Penalty: 5278.912598
	Iteration 41Q: 3 clusters Score -4662218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4662268.000000 Penalty: 5278.912598
	Iteration 42Q: 3 clusters Score -4662268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4662287.500000 Penalty: 5278.912598
	Iteration 43Q: 3 clusters Score -4662288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4662306.500000 Penalty: 5278.912598
	Iteration 44Q: 3 clusters Score -4662306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4662330.000000 Penalty: 5278.912598
	Iteration 45Q: 3 clusters Score -4662330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4662341.500000 Penalty: 5278.912598
	Iteration 46Q: 3 clusters Score -4662342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4662359.500000 Penalty: 5278.912598
	Iteration 47Q: 3 clusters Score -4662360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4662367.500000 Penalty: 5278.912598
	Iteration 48Q: 3 clusters Score -4662368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4662365.500000 Penalty: 5278.912598
	Iteration 49Q: 3 clusters Score -4662366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4662380.000000 Penalty: 5278.912598
	Iteration 50Q: 3 clusters Score -4662380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4662395.500000 Penalty: 5278.912598
	Iteration 51Q: 3 clusters Score -4662396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4662388.000000 Penalty: 5278.912598
	Iteration 52Q: 3 clusters Score -4662388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4662391.500000 Penalty: 5278.912598
	Iteration 53Q: 3 clusters Score -4662392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4662391.500000 Penalty: 5278.912598
	Iteration 54Q: 3 clusters Score -4662392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4662395.500000 Penalty: 5278.912598
	Iteration 55Q: 3 clusters Score -4662396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4662392.500000 Penalty: 5278.912598
	Iteration 56Q: 3 clusters Score -4662392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4662401.000000 Penalty: 5278.912598
	Iteration 57Q: 3 clusters Score -4662401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4662411.000000 Penalty: 5278.912598
	Iteration 58Q: 3 clusters Score -4662411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4662397.500000 Penalty: 5278.912598
	Iteration 59Q: 3 clusters Score -4662398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4662407.000000 Penalty: 5278.912598
	Iteration 60F: 3 clusters Score -4662407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4662413.000000 Penalty: 5278.912598
	Iteration 61Q: 3 clusters Score -4662413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4662415.500000 Penalty: 5278.912598
	Iteration 62Q: 3 clusters Score -4662416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4662419.500000 Penalty: 5278.912598
	Iteration 63Q: 3 clusters Score -4662420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4662414.500000 Penalty: 5278.912598
	Iteration 64Q: 3 clusters Score -4662414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4662420.000000 Penalty: 5278.912598
	Iteration 65Q: 3 clusters Score -4662420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4662437.500000 Penalty: 5278.912598
	Iteration 66Q: 3 clusters Score -4662438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4662436.000000 Penalty: 5278.912598
	Iteration 67Q: 3 clusters Score -4662436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4662436.000000 Penalty: 5278.912598
	Iteration 68Q: 3 clusters Score -4662436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4662443.500000 Penalty: 5278.912598
	Iteration 69Q: 3 clusters Score -4662444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4662439.500000 Penalty: 5278.912598
	Iteration 70Q: 3 clusters Score -4662440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4662444.500000 Penalty: 5278.912598
	Iteration 71Q: 3 clusters Score -4662444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4662447.500000 Penalty: 5278.912598
	Iteration 72Q: 3 clusters Score -4662448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4662438.000000 Penalty: 5278.912598
	Iteration 73Q: 3 clusters Score -4662438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4662443.000000 Penalty: 5278.912598
	Iteration 74Q: 3 clusters Score -4662443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4662444.500000 Penalty: 5278.912598
	Iteration 75Q: 3 clusters Score -4662444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4662448.500000 Penalty: 5278.912598
	Iteration 76Q: 3 clusters Score -4662448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4662453.000000 Penalty: 5278.912598
	Iteration 77Q: 3 clusters Score -4662453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4662455.500000 Penalty: 5278.912598
	Iteration 78Q: 3 clusters Score -4662456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4662462.500000 Penalty: 5278.912598
	Iteration 79Q: 3 clusters Score -4662462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4662455.500000 Penalty: 5278.912598
	Iteration 80F: 3 clusters Score -4662456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4662459.000000 Penalty: 5278.912598
	Iteration 81Q: 3 clusters Score -4662459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4662459.500000 Penalty: 5278.912598
	Iteration 82Q: 3 clusters Score -4662460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4662459.500000 Penalty: 5278.912598
	Iteration 83F: 3 clusters Score -4662460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -1457628.250000 Penalty: 2350.467773
	Iteration 0F: 2 clusters Score -1457628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1448033.125000 Penalty: 4700.935547
	Iteration 0F: 3 clusters Score -1448033 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1450989.000000 Penalty: 4700.935547
	Iteration 1F: 3 clusters Score -1450989 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1451438.125000 Penalty: 4700.935547
	Iteration 2F: 3 clusters Score -1451438 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1451873.625000 Penalty: 4700.935547
	Iteration 3F: 3 clusters Score -1451874 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1452284.625000 Penalty: 4700.935547
	Iteration 4F: 3 clusters Score -1452285 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1452622.125000 Penalty: 4700.935547
	Iteration 5Q: 3 clusters Score -1452622 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1452972.250000 Penalty: 4700.935547
	Iteration 6Q: 3 clusters Score -1452972 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1453365.625000 Penalty: 4700.935547
	Iteration 7Q: 3 clusters Score -1453366 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1453744.625000 Penalty: 4700.935547
	Iteration 8Q: 3 clusters Score -1453745 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1454084.750000 Penalty: 4700.935547
	Iteration 9Q: 3 clusters Score -1454085 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1454431.250000 Penalty: 4700.935547
	Iteration 10Q: 3 clusters Score -1454431 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1454756.875000 Penalty: 4700.935547
	Iteration 11Q: 3 clusters Score -1454757 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1454995.375000 Penalty: 4700.935547
	Iteration 12Q: 3 clusters Score -1454995 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1455142.250000 Penalty: 4700.935547
	Iteration 13Q: 3 clusters Score -1455142 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1455266.375000 Penalty: 4700.935547
	Iteration 14Q: 3 clusters Score -1455266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1455383.875000 Penalty: 4700.935547
	Iteration 15Q: 3 clusters Score -1455384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1455487.250000 Penalty: 4700.935547
	Iteration 16Q: 3 clusters Score -1455487 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1455572.250000 Penalty: 4700.935547
	Iteration 17Q: 3 clusters Score -1455572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1455623.750000 Penalty: 4700.935547
	Iteration 18Q: 3 clusters Score -1455624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1455673.000000 Penalty: 4700.935547
	Iteration 19Q: 3 clusters Score -1455673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1455702.875000 Penalty: 4700.935547
	Iteration 20F: 3 clusters Score -1455703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1455736.000000 Penalty: 4700.935547
	Iteration 21Q: 3 clusters Score -1455736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1455754.875000 Penalty: 4700.935547
	Iteration 22Q: 3 clusters Score -1455755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1455766.625000 Penalty: 4700.935547
	Iteration 23Q: 3 clusters Score -1455767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1455781.375000 Penalty: 4700.935547
	Iteration 24Q: 3 clusters Score -1455781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1455786.250000 Penalty: 4700.935547
	Iteration 25Q: 3 clusters Score -1455786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1455791.250000 Penalty: 4700.935547
	Iteration 26Q: 3 clusters Score -1455791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1455800.500000 Penalty: 4700.935547
	Iteration 27Q: 3 clusters Score -1455800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1455813.500000 Penalty: 4700.935547
	Iteration 28Q: 3 clusters Score -1455814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1455830.375000 Penalty: 4700.935547
	Iteration 29Q: 3 clusters Score -1455830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1455836.250000 Penalty: 4700.935547
	Iteration 30Q: 3 clusters Score -1455836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1455839.625000 Penalty: 4700.935547
	Iteration 31Q: 3 clusters Score -1455840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1455851.000000 Penalty: 4700.935547
	Iteration 32Q: 3 clusters Score -1455851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1455856.375000 Penalty: 4700.935547
	Iteration 33Q: 3 clusters Score -1455856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1455857.875000 Penalty: 4700.935547
	Iteration 34Q: 3 clusters Score -1455858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1455860.500000 Penalty: 4700.935547
	Iteration 35Q: 3 clusters Score -1455860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1455859.875000 Penalty: 4700.935547
	Iteration 36Q: 3 clusters Score -1455860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1455860.375000 Penalty: 4700.935547
	Iteration 37Q: 3 clusters Score -1455860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1455861.375000 Penalty: 4700.935547
	Iteration 38Q: 3 clusters Score -1455861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1455861.000000 Penalty: 4700.935547
	Iteration 39Q: 3 clusters Score -1455861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1455863.875000 Penalty: 4700.935547
	Iteration 40F: 3 clusters Score -1455864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1455865.625000 Penalty: 4700.935547
	Iteration 41Q: 3 clusters Score -1455866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1455864.625000 Penalty: 4700.935547
	Iteration 42Q: 3 clusters Score -1455865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1455864.875000 Penalty: 4700.935547
	Iteration 43Q: 3 clusters Score -1455865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1455867.625000 Penalty: 4700.935547
	Iteration 44Q: 3 clusters Score -1455868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1455867.625000 Penalty: 4700.935547
	Iteration 45Q: 3 clusters Score -1455868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1455867.750000 Penalty: 4700.935547
	Iteration 46Q: 3 clusters Score -1455868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1455867.750000 Penalty: 4700.935547
	Iteration 47F: 3 clusters Score -1455868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -127596.171875 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -127596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125499.156250 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -125499.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125808.976562 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -125809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125893.171875 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -125893.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125939.437500 Penalty: 3501.570312
	Iteration 3Q: 3 clusters Score -125939.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125964.976562 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -125965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125991.023438 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -125991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126011.257812 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -126011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126021.078125 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -126021.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126027.585938 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -126027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126033.617188 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -126033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126034.796875 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -126034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126034.796875 Penalty: 3501.570312
	Iteration 11F: 3 clusters Score -126034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -602706.812500 Penalty: 2135.991211
	Iteration 0F: 2 clusters Score -602706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -597876.937500 Penalty: 4271.982422
	Iteration 0F: 3 clusters Score -597876.9 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -599143.625000 Penalty: 4271.982422
	Iteration 1F: 3 clusters Score -599143.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -599697.437500 Penalty: 4271.982422
	Iteration 2F: 3 clusters Score -599697.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -600190.812500 Penalty: 4271.982422
	Iteration 3F: 3 clusters Score -600190.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -600592.625000 Penalty: 4271.982422
	Iteration 4F: 3 clusters Score -600592.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -600887.625000 Penalty: 4271.982422
	Iteration 5F: 3 clusters Score -600887.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -601066.187500 Penalty: 4271.982422
	Iteration 6Q: 3 clusters Score -601066.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -601188.062500 Penalty: 4271.982422
	Iteration 7Q: 3 clusters Score -601188.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -601297.187500 Penalty: 4271.982422
	Iteration 8Q: 3 clusters Score -601297.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -601401.562500 Penalty: 4271.982422
	Iteration 9Q: 3 clusters Score -601401.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -601499.812500 Penalty: 4271.982422
	Iteration 10Q: 3 clusters Score -601499.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -601618.187500 Penalty: 4271.982422
	Iteration 11Q: 3 clusters Score -601618.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -601719.250000 Penalty: 4271.982422
	Iteration 12Q: 3 clusters Score -601719.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -601770.062500 Penalty: 4271.982422
	Iteration 13Q: 3 clusters Score -601770.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -601808.375000 Penalty: 4271.982422
	Iteration 14Q: 3 clusters Score -601808.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -601840.375000 Penalty: 4271.982422
	Iteration 15Q: 3 clusters Score -601840.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -601868.750000 Penalty: 4271.982422
	Iteration 16Q: 3 clusters Score -601868.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -601882.000000 Penalty: 4271.982422
	Iteration 17Q: 3 clusters Score -601882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -601897.812500 Penalty: 4271.982422
	Iteration 18Q: 3 clusters Score -601897.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -601914.687500 Penalty: 4271.982422
	Iteration 19Q: 3 clusters Score -601914.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -601932.437500 Penalty: 4271.982422
	Iteration 20F: 3 clusters Score -601932.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -601946.125000 Penalty: 4271.982422
	Iteration 21Q: 3 clusters Score -601946.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -601958.000000 Penalty: 4271.982422
	Iteration 22Q: 3 clusters Score -601958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -601969.375000 Penalty: 4271.982422
	Iteration 23Q: 3 clusters Score -601969.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -601983.187500 Penalty: 4271.982422
	Iteration 24Q: 3 clusters Score -601983.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -601998.125000 Penalty: 4271.982422
	Iteration 25Q: 3 clusters Score -601998.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -602023.062500 Penalty: 4271.982422
	Iteration 26Q: 3 clusters Score -602023.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -602050.812500 Penalty: 4271.982422
	Iteration 27Q: 3 clusters Score -602050.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -602081.812500 Penalty: 4271.982422
	Iteration 28Q: 3 clusters Score -602081.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -602117.937500 Penalty: 4271.982422
	Iteration 29Q: 3 clusters Score -602117.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -602178.750000 Penalty: 4271.982422
	Iteration 30Q: 3 clusters Score -602178.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -602247.687500 Penalty: 4271.982422
	Iteration 31Q: 3 clusters Score -602247.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -602308.125000 Penalty: 4271.982422
	Iteration 32Q: 3 clusters Score -602308.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -602369.312500 Penalty: 4271.982422
	Iteration 33Q: 3 clusters Score -602369.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -602426.812500 Penalty: 4271.982422
	Iteration 34Q: 3 clusters Score -602426.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -602466.500000 Penalty: 4271.982422
	Iteration 35Q: 3 clusters Score -602466.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -602484.125000 Penalty: 4271.982422
	Iteration 36Q: 3 clusters Score -602484.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -602491.125000 Penalty: 4271.982422
	Iteration 37Q: 3 clusters Score -602491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -602495.562500 Penalty: 4271.982422
	Iteration 38Q: 3 clusters Score -602495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -602498.187500 Penalty: 4271.982422
	Iteration 39Q: 3 clusters Score -602498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -602500.625000 Penalty: 4271.982422
	Iteration 40F: 3 clusters Score -602500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -602501.250000 Penalty: 4271.982422
	Iteration 41Q: 3 clusters Score -602501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -602501.250000 Penalty: 4271.982422
	Iteration 42F: 3 clusters Score -602501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Entering Unmasked Estep 
Score: -1776362.375000 Penalty: 2397.433105
	Iteration 0F: 2 clusters Score -1776362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1764951.125000 Penalty: 4794.866211
	Iteration 0F: 3 clusters Score -1764951 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1768602.250000 Penalty: 4794.866211
	Iteration 1F: 3 clusters Score -1768602 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1769045.750000 Penalty: 4794.866211
	Iteration 2F: 3 clusters Score -1769046 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1769451.000000 Penalty: 4794.866211
	Iteration 3F: 3 clusters Score -1769451 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1769874.125000 Penalty: 4794.866211
	Iteration 4F: 3 clusters Score -1769874 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1770314.750000 Penalty: 4794.866211
	Iteration 5F: 3 clusters Score -1770315 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1770813.000000 Penalty: 4794.866211
	Iteration 6F: 3 clusters Score -1770813 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1771372.125000 Penalty: 4794.866211
	Iteration 7F: 3 clusters Score -1771372 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1771970.125000 Penalty: 4794.866211
	Iteration 8F: 3 clusters Score -1771970 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1772498.500000 Penalty: 4794.866211
	Iteration 9Q: 3 clusters Score -1772498 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1772869.250000 Penalty: 4794.866211
	Iteration 10Q: 3 clusters Score -1772869 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1773149.250000 Penalty: 4794.866211
	Iteration 11Q: 3 clusters Score -1773149 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1773351.625000 Penalty: 4794.866211
	Iteration 12Q: 3 clusters Score -1773352 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1773496.625000 Penalty: 4794.866211
	Iteration 13Q: 3 clusters Score -1773497 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1773606.875000 Penalty: 4794.866211
	Iteration 14Q: 3 clusters Score -1773607 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1773700.875000 Penalty: 4794.866211
	Iteration 15Q: 3 clusters Score -1773701 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1773782.125000 Penalty: 4794.866211
	Iteration 16Q: 3 clusters Score -1773782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1773845.375000 Penalty: 4794.866211
	Iteration 17Q: 3 clusters Score -1773845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1773896.625000 Penalty: 4794.866211
	Iteration 18Q: 3 clusters Score -1773897 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1773941.625000 Penalty: 4794.866211
	Iteration 19Q: 3 clusters Score -1773942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1773986.625000 Penalty: 4794.866211
	Iteration 20F: 3 clusters Score -1773987 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1774042.625000 Penalty: 4794.866211
	Iteration 21Q: 3 clusters Score -1774043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1774094.250000 Penalty: 4794.866211
	Iteration 22Q: 3 clusters Score -1774094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1774130.875000 Penalty: 4794.866211
	Iteration 23Q: 3 clusters Score -1774131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1774156.750000 Penalty: 4794.866211
	Iteration 24Q: 3 clusters Score -1774157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1774183.000000 Penalty: 4794.866211
	Iteration 25Q: 3 clusters Score -1774183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1774216.625000 Penalty: 4794.866211
	Iteration 26Q: 3 clusters Score -1774217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1774243.375000 Penalty: 4794.866211
	Iteration 27Q: 3 clusters Score -1774243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1774263.250000 Penalty: 4794.866211
	Iteration 28Q: 3 clusters Score -1774263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1774276.750000 Penalty: 4794.866211
	Iteration 29Q: 3 clusters Score -1774277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1774295.625000 Penalty: 4794.866211
	Iteration 30Q: 3 clusters Score -1774296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1774303.375000 Penalty: 4794.866211
	Iteration 31Q: 3 clusters Score -1774303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1774317.000000 Penalty: 4794.866211
	Iteration 32Q: 3 clusters Score -1774317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1774328.750000 Penalty: 4794.866211
	Iteration 33Q: 3 clusters Score -1774329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1774343.500000 Penalty: 4794.866211
	Iteration 34Q: 3 clusters Score -1774344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1774354.875000 Penalty: 4794.866211
	Iteration 35Q: 3 clusters Score -1774355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1774365.750000 Penalty: 4794.866211
	Iteration 36Q: 3 clusters Score -1774366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1774371.500000 Penalty: 4794.866211
	Iteration 37Q: 3 clusters Score -1774372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1774378.875000 Penalty: 4794.866211
	Iteration 38Q: 3 clusters Score -1774379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1774389.625000 Penalty: 4794.866211
	Iteration 39Q: 3 clusters Score -1774390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1774397.750000 Penalty: 4794.866211
	Iteration 40F: 3 clusters Score -1774398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1774398.125000 Penalty: 4794.866211
	Iteration 41Q: 3 clusters Score -1774398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1774398.000000 Penalty: 4794.866211
	Iteration 42Q: 3 clusters Score -1774398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1774399.875000 Penalty: 4794.866211
	Iteration 43Q: 3 clusters Score -1774400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1774400.375000 Penalty: 4794.866211
	Iteration 44Q: 3 clusters Score -1774400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1774399.125000 Penalty: 4794.866211
	Iteration 45Q: 3 clusters Score -1774399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1774398.125000 Penalty: 4794.866211
	Iteration 46Q: 3 clusters Score -1774398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1774397.125000 Penalty: 4794.866211
	Iteration 47Q: 3 clusters Score -1774397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1774397.125000 Penalty: 4794.866211
	Iteration 48F: 3 clusters Score -1774397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -340284.093750 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -340284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337062.718750 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -337062.7 nChanged 1041
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: -337789.968750 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -337790 nChanged 241
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: -337961.281250 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -337961.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -338038.250000 Penalty: 3972.479004
	Iteration 3Q: 3 clusters Score -338038.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -338077.031250 Penalty: 3972.479004
	Iteration 4Q: 3 clusters Score -338077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338103.437500 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -338103.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -338120.437500 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -338120.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -338134.375000 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -338134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -338142.781250 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -338142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -338152.750000 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -338152.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -338157.968750 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -338158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -338161.718750 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -338161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -338164.312500 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -338164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -338166.125000 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -338166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -338168.906250 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -338168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -338171.000000 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -338171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -338171.250000 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -338171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -338172.875000 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -338172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -338175.718750 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -338175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -338176.687500 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -338176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -338176.906250 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -338176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Entering Unmasked Estep 
Score: -5705132.500000 Penalty: 2684.013184
	Iteration 0F: 2 clusters Score -5705132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5671424.000000 Penalty: 5368.026367
	Iteration 0F: 3 clusters Score -5671424 nChanged 23043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5684140.000000 Penalty: 5368.026367
	Iteration 1F: 3 clusters Score -5684140 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5685147.000000 Penalty: 5368.026367
	Iteration 2Q: 3 clusters Score -5685147 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5686464.500000 Penalty: 5368.026367
	Iteration 3F: 3 clusters Score -5686464 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5688408.000000 Penalty: 5368.026367
	Iteration 4F: 3 clusters Score -5688408 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5691166.000000 Penalty: 5368.026367
	Iteration 5F: 3 clusters Score -5691166 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5694001.500000 Penalty: 5368.026367
	Iteration 6F: 3 clusters Score -5694002 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5696439.500000 Penalty: 5368.026367
	Iteration 7F: 3 clusters Score -5696440 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5698148.500000 Penalty: 5368.026367
	Iteration 8F: 3 clusters Score -5698148 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5699293.000000 Penalty: 5368.026367
	Iteration 9Q: 3 clusters Score -5699293 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5700270.500000 Penalty: 5368.026367
	Iteration 10Q: 3 clusters Score -5700270 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5701066.000000 Penalty: 5368.026367
	Iteration 11Q: 3 clusters Score -5701066 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -5701677.000000 Penalty: 5368.026367
	Iteration 12Q: 3 clusters Score -5701677 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -5702165.000000 Penalty: 5368.026367
	Iteration 13Q: 3 clusters Score -5702165 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5702474.500000 Penalty: 5368.026367
	Iteration 14Q: 3 clusters Score -5702474 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -5702707.500000 Penalty: 5368.026367
	Iteration 15Q: 3 clusters Score -5702708 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5702890.000000 Penalty: 5368.026367
	Iteration 16Q: 3 clusters Score -5702890 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5703019.000000 Penalty: 5368.026367
	Iteration 17Q: 3 clusters Score -5703019 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5703070.000000 Penalty: 5368.026367
	Iteration 18Q: 3 clusters Score -5703070 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5703131.500000 Penalty: 5368.026367
	Iteration 19Q: 3 clusters Score -5703132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -5703149.000000 Penalty: 5368.026367
	Iteration 20F: 3 clusters Score -5703149 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5703187.000000 Penalty: 5368.026367
	Iteration 21Q: 3 clusters Score -5703187 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5703226.000000 Penalty: 5368.026367
	Iteration 22Q: 3 clusters Score -5703226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5703263.500000 Penalty: 5368.026367
	Iteration 23Q: 3 clusters Score -5703264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5703293.500000 Penalty: 5368.026367
	Iteration 24Q: 3 clusters Score -5703294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5703310.000000 Penalty: 5368.026367
	Iteration 25Q: 3 clusters Score -5703310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5703337.000000 Penalty: 5368.026367
	Iteration 26Q: 3 clusters Score -5703337 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5703369.500000 Penalty: 5368.026367
	Iteration 27Q: 3 clusters Score -5703370 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -5703405.000000 Penalty: 5368.026367
	Iteration 28Q: 3 clusters Score -5703405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5703426.000000 Penalty: 5368.026367
	Iteration 29Q: 3 clusters Score -5703426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5703464.000000 Penalty: 5368.026367
	Iteration 30Q: 3 clusters Score -5703464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5703471.000000 Penalty: 5368.026367
	Iteration 31Q: 3 clusters Score -5703471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5703489.000000 Penalty: 5368.026367
	Iteration 32Q: 3 clusters Score -5703489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5703497.500000 Penalty: 5368.026367
	Iteration 33Q: 3 clusters Score -5703498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5703522.500000 Penalty: 5368.026367
	Iteration 34Q: 3 clusters Score -5703522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5703527.000000 Penalty: 5368.026367
	Iteration 35Q: 3 clusters Score -5703527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5703548.000000 Penalty: 5368.026367
	Iteration 36Q: 3 clusters Score -5703548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -5703577.000000 Penalty: 5368.026367
	Iteration 37Q: 3 clusters Score -5703577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5703586.500000 Penalty: 5368.026367
	Iteration 38Q: 3 clusters Score -5703586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5703604.500000 Penalty: 5368.026367
	Iteration 39Q: 3 clusters Score -5703604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5703610.500000 Penalty: 5368.026367
	Iteration 40F: 3 clusters Score -5703610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5703617.000000 Penalty: 5368.026367
	Iteration 41Q: 3 clusters Score -5703617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5703615.000000 Penalty: 5368.026367
	Iteration 42Q: 3 clusters Score -5703615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5703623.500000 Penalty: 5368.026367
	Iteration 43Q: 3 clusters Score -5703624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5703628.000000 Penalty: 5368.026367
	Iteration 44Q: 3 clusters Score -5703628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5703644.000000 Penalty: 5368.026367
	Iteration 45Q: 3 clusters Score -5703644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5703652.500000 Penalty: 5368.026367
	Iteration 46Q: 3 clusters Score -5703652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5703660.500000 Penalty: 5368.026367
	Iteration 47Q: 3 clusters Score -5703660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5703655.500000 Penalty: 5368.026367
	Iteration 48Q: 3 clusters Score -5703656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5703660.500000 Penalty: 5368.026367
	Iteration 49Q: 3 clusters Score -5703660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5703666.500000 Penalty: 5368.026367
	Iteration 50Q: 3 clusters Score -5703666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5703670.000000 Penalty: 5368.026367
	Iteration 51Q: 3 clusters Score -5703670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5703677.000000 Penalty: 5368.026367
	Iteration 52Q: 3 clusters Score -5703677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5703672.500000 Penalty: 5368.026367
	Iteration 53Q: 3 clusters Score -5703672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5703672.500000 Penalty: 5368.026367
	Iteration 54Q: 3 clusters Score -5703672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5703672.500000 Penalty: 5368.026367
	Iteration 55Q: 3 clusters Score -5703672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5703675.500000 Penalty: 5368.026367
	Iteration 56Q: 3 clusters Score -5703676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5703680.000000 Penalty: 5368.026367
	Iteration 57Q: 3 clusters Score -5703680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5703684.000000 Penalty: 5368.026367
	Iteration 58Q: 3 clusters Score -5703684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5703695.500000 Penalty: 5368.026367
	Iteration 59Q: 3 clusters Score -5703696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5703686.500000 Penalty: 5368.026367
	Iteration 60F: 3 clusters Score -5703686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5703692.500000 Penalty: 5368.026367
	Iteration 61Q: 3 clusters Score -5703692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5703696.500000 Penalty: 5368.026367
	Iteration 62Q: 3 clusters Score -5703696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5703708.000000 Penalty: 5368.026367
	Iteration 63Q: 3 clusters Score -5703708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5703721.000000 Penalty: 5368.026367
	Iteration 64Q: 3 clusters Score -5703721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5703717.000000 Penalty: 5368.026367
	Iteration 65Q: 3 clusters Score -5703717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5703716.500000 Penalty: 5368.026367
	Iteration 66Q: 3 clusters Score -5703716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5703724.500000 Penalty: 5368.026367
	Iteration 67Q: 3 clusters Score -5703724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5703718.500000 Penalty: 5368.026367
	Iteration 68Q: 3 clusters Score -5703718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5703719.000000 Penalty: 5368.026367
	Iteration 69Q: 3 clusters Score -5703719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5703716.500000 Penalty: 5368.026367
	Iteration 70Q: 3 clusters Score -5703716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5703715.000000 Penalty: 5368.026367
	Iteration 71Q: 3 clusters Score -5703715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5703712.000000 Penalty: 5368.026367
	Iteration 72Q: 3 clusters Score -5703712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5703709.000000 Penalty: 5368.026367
	Iteration 73Q: 3 clusters Score -5703709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5703712.500000 Penalty: 5368.026367
	Iteration 74Q: 3 clusters Score -5703712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5703718.500000 Penalty: 5368.026367
	Iteration 75Q: 3 clusters Score -5703718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5703719.000000 Penalty: 5368.026367
	Iteration 76Q: 3 clusters Score -5703719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5703713.000000 Penalty: 5368.026367
	Iteration 77Q: 3 clusters Score -5703713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5703712.000000 Penalty: 5368.026367
	Iteration 78Q: 3 clusters Score -5703712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5703713.000000 Penalty: 5368.026367
	Iteration 79Q: 3 clusters Score -5703713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5703713.000000 Penalty: 5368.026367
	Iteration 80F: 3 clusters Score -5703713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5703710.500000 Penalty: 5368.026367
	Iteration 81Q: 3 clusters Score -5703710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5703717.000000 Penalty: 5368.026367
	Iteration 82Q: 3 clusters Score -5703717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5703717.000000 Penalty: 5368.026367
	Iteration 83Q: 3 clusters Score -5703717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5703718.000000 Penalty: 5368.026367
	Iteration 84Q: 3 clusters Score -5703718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5703718.000000 Penalty: 5368.026367
	Iteration 85F: 3 clusters Score -5703718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Entering Unmasked Estep 
Score: -2041873.125000 Penalty: 2437.827148
	Iteration 0F: 2 clusters Score -2041873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2028729.625000 Penalty: 4875.654297
	Iteration 0F: 3 clusters Score -2028730 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2033547.250000 Penalty: 4875.654297
	Iteration 1F: 3 clusters Score -2033547 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2034567.750000 Penalty: 4875.654297
	Iteration 2F: 3 clusters Score -2034568 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2035593.625000 Penalty: 4875.654297
	Iteration 3F: 3 clusters Score -2035594 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2036558.000000 Penalty: 4875.654297
	Iteration 4F: 3 clusters Score -2036558 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2037508.750000 Penalty: 4875.654297
	Iteration 5F: 3 clusters Score -2037509 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2038424.875000 Penalty: 4875.654297
	Iteration 6F: 3 clusters Score -2038425 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2039232.500000 Penalty: 4875.654297
	Iteration 7F: 3 clusters Score -2039232 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2039913.750000 Penalty: 4875.654297
	Iteration 8Q: 3 clusters Score -2039914 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2040538.125000 Penalty: 4875.654297
	Iteration 9Q: 3 clusters Score -2040538 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2041030.375000 Penalty: 4875.654297
	Iteration 10Q: 3 clusters Score -2041030 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2041621.750000 Penalty: 4875.654297
	Iteration 11Q: 3 clusters Score -2041622 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2042225.875000 Penalty: 4875.654297
	Iteration 12Q: 3 clusters Score -2042226 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2042703.875000 Penalty: 4875.654297
	Iteration 13Q: 3 clusters Score -2042704 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2042935.750000 Penalty: 4875.654297
	Iteration 14Q: 3 clusters Score -2042936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2043026.625000 Penalty: 4875.654297
	Iteration 15Q: 3 clusters Score -2043027 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2043056.625000 Penalty: 4875.654297
	Iteration 16Q: 3 clusters Score -2043057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2043070.500000 Penalty: 4875.654297
	Iteration 17Q: 3 clusters Score -2043070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2043066.500000 Penalty: 4875.654297
	Iteration 18Q: 3 clusters Score -2043066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2043073.125000 Penalty: 4875.654297
	Iteration 19Q: 3 clusters Score -2043073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2043074.375000 Penalty: 4875.654297
	Iteration 20F: 3 clusters Score -2043074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2043073.375000 Penalty: 4875.654297
	Iteration 21Q: 3 clusters Score -2043073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2043075.500000 Penalty: 4875.654297
	Iteration 22Q: 3 clusters Score -2043076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2043074.500000 Penalty: 4875.654297
	Iteration 23Q: 3 clusters Score -2043074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2043077.500000 Penalty: 4875.654297
	Iteration 24Q: 3 clusters Score -2043078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2043077.125000 Penalty: 4875.654297
	Iteration 25Q: 3 clusters Score -2043077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2043075.875000 Penalty: 4875.654297
	Iteration 26Q: 3 clusters Score -2043076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2043078.750000 Penalty: 4875.654297
	Iteration 27Q: 3 clusters Score -2043079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2043081.625000 Penalty: 4875.654297
	Iteration 28Q: 3 clusters Score -2043082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2043078.500000 Penalty: 4875.654297
	Iteration 29Q: 3 clusters Score -2043078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2043079.625000 Penalty: 4875.654297
	Iteration 30Q: 3 clusters Score -2043080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2043079.625000 Penalty: 4875.654297
	Iteration 31F: 3 clusters Score -2043080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 6132 members 
Entering Unmasked Estep 
Score: -110922336.000000 Penalty: 120031.039062
Splitting cluster 14 changes total score from -110922056.000000 to -110922336.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -519858.843750 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -519858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -515216.281250 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -515216.3 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -516670.906250 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -516670.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -517155.562500 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -517155.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -517492.156250 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -517492.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -517723.968750 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -517724 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -517918.312500 Penalty: 4254.550781
	Iteration 5Q: 3 clusters Score -517918.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -518104.000000 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -518104 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -518260.906250 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -518260.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -518383.500000 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -518383.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -518472.312500 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -518472.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -518559.687500 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -518559.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -518638.031250 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -518638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -518702.875000 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -518702.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -518751.750000 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -518751.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -518795.125000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -518795.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -518833.718750 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -518833.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -518860.843750 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -518860.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -518883.843750 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -518883.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -518898.218750 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -518898.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -518908.312500 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -518908.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -518917.718750 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -518917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -518929.937500 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -518929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518934.656250 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -518934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518939.187500 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -518939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -518942.187500 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -518942.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -518943.093750 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -518943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518943.343750 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -518943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518944.625000 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -518944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518944.250000 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -518944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518945.625000 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -518945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -518947.187500 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -518947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -518946.906250 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -518946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -518948.343750 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -518948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -518948.875000 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -518948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -518949.312500 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -518949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -518949.531250 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -518949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -518949.812500 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -518949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -518950.656250 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -518950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518952.187500 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -518952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -518954.906250 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -518954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -518957.562500 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -518957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -518960.406250 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -518960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518964.531250 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -518964.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -518967.125000 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -518967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -518968.250000 Penalty: 4254.550781
	Iteration 44Q: 3 clusters Score -518968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -518970.625000 Penalty: 4254.550781
	Iteration 45Q: 3 clusters Score -518970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -518971.781250 Penalty: 4254.550781
	Iteration 46Q: 3 clusters Score -518971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -518973.531250 Penalty: 4254.550781
	Iteration 47Q: 3 clusters Score -518973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518974.281250 Penalty: 4254.550781
	Iteration 48Q: 3 clusters Score -518974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518975.656250 Penalty: 4254.550781
	Iteration 49Q: 3 clusters Score -518975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518976.125000 Penalty: 4254.550781
	Iteration 50Q: 3 clusters Score -518976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518976.125000 Penalty: 4254.550781
	Iteration 51F: 3 clusters Score -518976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -90741.000000 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -90741 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 484 members 
Entering Unmasked Estep 
Score: -88930.742188 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -88930.74 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89486.007812 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -89486.01 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89783.476562 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -89783.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90151.398438 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -90151.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90815.023438 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -90815.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91760.156250 Penalty: 3417.237305
	Iteration 5F: 3 clusters Score -91760.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92578.554688 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -92578.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93046.179688 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -93046.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93046.179688 Penalty: 3417.237305
	Iteration 8F: 3 clusters Score -93046.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 6132 members 
Mstep: Class 36 contains 342 members 
Entering Unmasked Estep 
Score: -110922936.000000 Penalty: 123460.500000
Splitting cluster 16 changes total score from -110922056.000000 to -110922936.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -428602.406250 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -428602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -424699.906250 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -424699.9 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -425604.375000 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -425604.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -425790.750000 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -425790.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -425885.750000 Penalty: 4110.613770
	Iteration 3Q: 3 clusters Score -425885.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -425950.062500 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -425950.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -425997.468750 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -425997.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -426033.156250 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -426033.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -426077.625000 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -426077.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -426133.031250 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -426133 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -426194.312500 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -426194.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -426245.531250 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -426245.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -426298.562500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -426298.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -426372.531250 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -426372.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -426449.250000 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -426449.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -426548.656250 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -426548.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -426659.468750 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -426659.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -426772.375000 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -426772.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -426865.593750 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -426865.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -426939.750000 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -426939.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -426996.531250 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -426996.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -427040.437500 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -427040.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -427080.250000 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -427080.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -427126.031250 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -427126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -427160.281250 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -427160.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -427186.906250 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -427186.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -427213.937500 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -427213.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -427232.000000 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -427232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -427248.937500 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -427248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -427257.375000 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -427257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -427260.593750 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -427260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -427264.093750 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -427264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -427271.593750 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -427271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -427276.968750 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -427277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -427281.500000 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -427281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -427286.468750 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -427286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -427290.593750 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -427290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -427295.250000 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -427295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -427298.687500 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -427298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -427301.218750 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -427301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -427301.562500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -427301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -427305.031250 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -427305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -427307.250000 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -427307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -427309.156250 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -427309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -427310.281250 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -427310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -427310.281250 Penalty: 4110.613770
	Iteration 44F: 3 clusters Score -427310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Entering Unmasked Estep 
Score: -1639535.000000 Penalty: 2380.937988
	Iteration 0F: 2 clusters Score -1639535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1628814.000000 Penalty: 4761.875977
	Iteration 0F: 3 clusters Score -1628814 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1632294.625000 Penalty: 4761.875977
	Iteration 1F: 3 clusters Score -1632295 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1632707.125000 Penalty: 4761.875977
	Iteration 2F: 3 clusters Score -1632707 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1632994.000000 Penalty: 4761.875977
	Iteration 3F: 3 clusters Score -1632994 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1633229.500000 Penalty: 4761.875977
	Iteration 4Q: 3 clusters Score -1633230 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1633435.250000 Penalty: 4761.875977
	Iteration 5Q: 3 clusters Score -1633435 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1633636.000000 Penalty: 4761.875977
	Iteration 6Q: 3 clusters Score -1633636 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1633824.625000 Penalty: 4761.875977
	Iteration 7Q: 3 clusters Score -1633825 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1634006.375000 Penalty: 4761.875977
	Iteration 8Q: 3 clusters Score -1634006 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1634160.000000 Penalty: 4761.875977
	Iteration 9Q: 3 clusters Score -1634160 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1634293.000000 Penalty: 4761.875977
	Iteration 10Q: 3 clusters Score -1634293 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1634422.000000 Penalty: 4761.875977
	Iteration 11Q: 3 clusters Score -1634422 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1634548.500000 Penalty: 4761.875977
	Iteration 12Q: 3 clusters Score -1634548 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1634675.500000 Penalty: 4761.875977
	Iteration 13Q: 3 clusters Score -1634676 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1634798.250000 Penalty: 4761.875977
	Iteration 14Q: 3 clusters Score -1634798 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1634923.625000 Penalty: 4761.875977
	Iteration 15Q: 3 clusters Score -1634924 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1635053.000000 Penalty: 4761.875977
	Iteration 16Q: 3 clusters Score -1635053 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1635210.000000 Penalty: 4761.875977
	Iteration 17Q: 3 clusters Score -1635210 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1635391.875000 Penalty: 4761.875977
	Iteration 18Q: 3 clusters Score -1635392 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1635632.375000 Penalty: 4761.875977
	Iteration 19Q: 3 clusters Score -1635632 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1635950.375000 Penalty: 4761.875977
	Iteration 20F: 3 clusters Score -1635950 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1636347.250000 Penalty: 4761.875977
	Iteration 21Q: 3 clusters Score -1636347 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1636800.000000 Penalty: 4761.875977
	Iteration 22Q: 3 clusters Score -1636800 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1637219.750000 Penalty: 4761.875977
	Iteration 23Q: 3 clusters Score -1637220 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1637566.500000 Penalty: 4761.875977
	Iteration 24Q: 3 clusters Score -1637566 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1637782.875000 Penalty: 4761.875977
	Iteration 25Q: 3 clusters Score -1637783 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1637947.750000 Penalty: 4761.875977
	Iteration 26Q: 3 clusters Score -1637948 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1638090.250000 Penalty: 4761.875977
	Iteration 27Q: 3 clusters Score -1638090 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1638176.250000 Penalty: 4761.875977
	Iteration 28Q: 3 clusters Score -1638176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1638221.750000 Penalty: 4761.875977
	Iteration 29Q: 3 clusters Score -1638222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1638242.125000 Penalty: 4761.875977
	Iteration 30Q: 3 clusters Score -1638242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1638252.500000 Penalty: 4761.875977
	Iteration 31Q: 3 clusters Score -1638252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1638256.625000 Penalty: 4761.875977
	Iteration 32Q: 3 clusters Score -1638257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1638255.875000 Penalty: 4761.875977
	Iteration 33Q: 3 clusters Score -1638256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1638259.250000 Penalty: 4761.875977
	Iteration 34Q: 3 clusters Score -1638259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1638258.250000 Penalty: 4761.875977
	Iteration 35Q: 3 clusters Score -1638258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1638261.875000 Penalty: 4761.875977
	Iteration 36Q: 3 clusters Score -1638262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1638264.750000 Penalty: 4761.875977
	Iteration 37Q: 3 clusters Score -1638265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1638263.875000 Penalty: 4761.875977
	Iteration 38Q: 3 clusters Score -1638264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1638264.750000 Penalty: 4761.875977
	Iteration 39Q: 3 clusters Score -1638265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1638265.625000 Penalty: 4761.875977
	Iteration 40F: 3 clusters Score -1638266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1638267.125000 Penalty: 4761.875977
	Iteration 41Q: 3 clusters Score -1638267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1638267.125000 Penalty: 4761.875977
	Iteration 42F: 3 clusters Score -1638267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Entering Unmasked Estep 
Score: -4666660.500000 Penalty: 2640.690430
	Iteration 0F: 2 clusters Score -4666660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4638321.000000 Penalty: 5281.380859
	Iteration 0F: 3 clusters Score -4638321 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4648900.000000 Penalty: 5281.380859
	Iteration 1F: 3 clusters Score -4648900 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4649358.000000 Penalty: 5281.380859
	Iteration 2Q: 3 clusters Score -4649358 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4649795.000000 Penalty: 5281.380859
	Iteration 3Q: 3 clusters Score -4649795 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4650172.000000 Penalty: 5281.380859
	Iteration 4Q: 3 clusters Score -4650172 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4650550.000000 Penalty: 5281.380859
	Iteration 5Q: 3 clusters Score -4650550 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4650967.000000 Penalty: 5281.380859
	Iteration 6Q: 3 clusters Score -4650967 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4651529.500000 Penalty: 5281.380859
	Iteration 7Q: 3 clusters Score -4651530 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4652391.500000 Penalty: 5281.380859
	Iteration 8Q: 3 clusters Score -4652392 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4653682.000000 Penalty: 5281.380859
	Iteration 9F: 3 clusters Score -4653682 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4655587.500000 Penalty: 5281.380859
	Iteration 10F: 3 clusters Score -4655588 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4657977.000000 Penalty: 5281.380859
	Iteration 11F: 3 clusters Score -4657977 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4660474.500000 Penalty: 5281.380859
	Iteration 12F: 3 clusters Score -4660474 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4662430.500000 Penalty: 5281.380859
	Iteration 13F: 3 clusters Score -4662430 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4663505.000000 Penalty: 5281.380859
	Iteration 14Q: 3 clusters Score -4663505 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4663953.000000 Penalty: 5281.380859
	Iteration 15Q: 3 clusters Score -4663953 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4664174.000000 Penalty: 5281.380859
	Iteration 16Q: 3 clusters Score -4664174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4664272.500000 Penalty: 5281.380859
	Iteration 17Q: 3 clusters Score -4664272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4664348.000000 Penalty: 5281.380859
	Iteration 18Q: 3 clusters Score -4664348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4664383.500000 Penalty: 5281.380859
	Iteration 19Q: 3 clusters Score -4664384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4664409.500000 Penalty: 5281.380859
	Iteration 20F: 3 clusters Score -4664410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4664432.000000 Penalty: 5281.380859
	Iteration 21Q: 3 clusters Score -4664432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4664459.500000 Penalty: 5281.380859
	Iteration 22Q: 3 clusters Score -4664460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4664476.500000 Penalty: 5281.380859
	Iteration 23Q: 3 clusters Score -4664476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4664480.000000 Penalty: 5281.380859
	Iteration 24Q: 3 clusters Score -4664480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4664489.500000 Penalty: 5281.380859
	Iteration 25Q: 3 clusters Score -4664490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4664494.000000 Penalty: 5281.380859
	Iteration 26Q: 3 clusters Score -4664494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4664493.500000 Penalty: 5281.380859
	Iteration 27Q: 3 clusters Score -4664494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4664494.000000 Penalty: 5281.380859
	Iteration 28Q: 3 clusters Score -4664494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4664496.500000 Penalty: 5281.380859
	Iteration 29Q: 3 clusters Score -4664496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4664500.000000 Penalty: 5281.380859
	Iteration 30Q: 3 clusters Score -4664500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4664501.500000 Penalty: 5281.380859
	Iteration 31Q: 3 clusters Score -4664502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4664500.000000 Penalty: 5281.380859
	Iteration 32Q: 3 clusters Score -4664500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4664500.000000 Penalty: 5281.380859
	Iteration 33F: 3 clusters Score -4664500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -426475.750000 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -426475.8 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 1917 members 
Entering Unmasked Estep 
Score: -422638.125000 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -422638.1 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -423438.656250 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -423438.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -423624.437500 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -423624.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -423736.906250 Penalty: 4100.782227
	Iteration 3Q: 3 clusters Score -423736.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -423835.093750 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -423835.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -423920.000000 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -423920 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -423978.656250 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -423978.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -424034.031250 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -424034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -424084.906250 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -424084.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -424132.937500 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -424132.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -424183.781250 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -424183.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -424220.593750 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -424220.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -424252.968750 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -424253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -424289.156250 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -424289.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -424324.468750 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -424324.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -424346.781250 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -424346.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -424371.156250 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -424371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -424389.156250 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -424389.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -424407.062500 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -424407.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -424423.937500 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -424423.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -424436.843750 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -424436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -424454.218750 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -424454.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -424479.906250 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -424479.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -424500.312500 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -424500.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -424519.500000 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -424519.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -424535.906250 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -424535.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -424554.312500 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -424554.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -424572.875000 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -424572.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -424586.781250 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -424586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -424595.687500 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -424595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -424604.093750 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -424604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -424610.312500 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -424610.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -424615.687500 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -424615.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -424622.750000 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -424622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -424630.531250 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -424630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -424634.687500 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -424634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -424638.343750 Penalty: 4100.782227
	Iteration 36Q: 3 clusters Score -424638.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -424645.718750 Penalty: 4100.782227
	Iteration 37Q: 3 clusters Score -424645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -424649.281250 Penalty: 4100.782227
	Iteration 38Q: 3 clusters Score -424649.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -424654.125000 Penalty: 4100.782227
	Iteration 39Q: 3 clusters Score -424654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -424658.250000 Penalty: 4100.782227
	Iteration 40F: 3 clusters Score -424658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -424660.562500 Penalty: 4100.782227
	Iteration 41Q: 3 clusters Score -424660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -424661.562500 Penalty: 4100.782227
	Iteration 42Q: 3 clusters Score -424661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -424662.625000 Penalty: 4100.782227
	Iteration 43Q: 3 clusters Score -424662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -424662.625000 Penalty: 4100.782227
	Iteration 44F: 3 clusters Score -424662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -128014.781250 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -128014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125958.148438 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -125958.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126289.914062 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -126289.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -126393.125000 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -126393.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126472.492188 Penalty: 3499.435059
	Iteration 3Q: 3 clusters Score -126472.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -126550.234375 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -126550.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126608.921875 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -126608.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126632.539062 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -126632.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126649.648438 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -126649.6 nChanged 12
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: -126662.710938 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -126662.7 nChanged 17
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: -126678.679688 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -126678.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126693.359375 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -126693.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -126704.359375 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -126704.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -126716.195312 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -126716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126722.250000 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -126722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -126731.781250 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -126731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126741.945312 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -126741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126747.812500 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -126747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126752.867188 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -126752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126756.421875 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -126756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126757.140625 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -126757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126760.601562 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -126760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126770.234375 Penalty: 3499.435059
	Iteration 21Q: 3 clusters Score -126770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126773.546875 Penalty: 3499.435059
	Iteration 22Q: 3 clusters Score -126773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126775.695312 Penalty: 3499.435059
	Iteration 23Q: 3 clusters Score -126775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126781.976562 Penalty: 3499.435059
	Iteration 24Q: 3 clusters Score -126782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126782.453125 Penalty: 3499.435059
	Iteration 25Q: 3 clusters Score -126782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126782.453125 Penalty: 3499.435059
	Iteration 26F: 3 clusters Score -126782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2070411.500000 Penalty: 2433.356201
	Iteration 0F: 2 clusters Score -2070412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2057427.000000 Penalty: 4866.712402
	Iteration 0F: 3 clusters Score -2057427 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2061733.000000 Penalty: 4866.712402
	Iteration 1F: 3 clusters Score -2061733 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2062104.000000 Penalty: 4866.712402
	Iteration 2F: 3 clusters Score -2062104 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2062397.125000 Penalty: 4866.712402
	Iteration 3Q: 3 clusters Score -2062397 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2062658.500000 Penalty: 4866.712402
	Iteration 4Q: 3 clusters Score -2062658 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2062921.750000 Penalty: 4866.712402
	Iteration 5Q: 3 clusters Score -2062922 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2063236.250000 Penalty: 4866.712402
	Iteration 6Q: 3 clusters Score -2063236 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2063635.875000 Penalty: 4866.712402
	Iteration 7Q: 3 clusters Score -2063636 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2064141.875000 Penalty: 4866.712402
	Iteration 8Q: 3 clusters Score -2064142 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2064771.375000 Penalty: 4866.712402
	Iteration 9F: 3 clusters Score -2064771 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2065514.375000 Penalty: 4866.712402
	Iteration 10F: 3 clusters Score -2065514 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2066270.125000 Penalty: 4866.712402
	Iteration 11F: 3 clusters Score -2066270 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2066972.625000 Penalty: 4866.712402
	Iteration 12Q: 3 clusters Score -2066973 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2067525.875000 Penalty: 4866.712402
	Iteration 13Q: 3 clusters Score -2067526 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2067849.750000 Penalty: 4866.712402
	Iteration 14Q: 3 clusters Score -2067850 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2068035.750000 Penalty: 4866.712402
	Iteration 15Q: 3 clusters Score -2068036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2068173.500000 Penalty: 4866.712402
	Iteration 16Q: 3 clusters Score -2068174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2068245.625000 Penalty: 4866.712402
	Iteration 17Q: 3 clusters Score -2068246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2068299.750000 Penalty: 4866.712402
	Iteration 18Q: 3 clusters Score -2068300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2068325.750000 Penalty: 4866.712402
	Iteration 19Q: 3 clusters Score -2068326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2068348.000000 Penalty: 4866.712402
	Iteration 20F: 3 clusters Score -2068348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2068363.125000 Penalty: 4866.712402
	Iteration 21Q: 3 clusters Score -2068363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2068368.875000 Penalty: 4866.712402
	Iteration 22Q: 3 clusters Score -2068369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2068369.750000 Penalty: 4866.712402
	Iteration 23Q: 3 clusters Score -2068370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2068369.750000 Penalty: 4866.712402
	Iteration 24F: 3 clusters Score -2068370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -138633.812500 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -138633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136502.109375 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -136502.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136866.093750 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -136866.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136959.765625 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -136959.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137008.812500 Penalty: 3573.995117
	Iteration 3Q: 3 clusters Score -137008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -137029.843750 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -137029.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -137049.234375 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -137049.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137065.937500 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -137065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137083.671875 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -137083.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -137097.984375 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -137098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -137107.812500 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -137107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137112.343750 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -137112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137120.265625 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -137120.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -137136.875000 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -137136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -137153.062500 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -137153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -137162.250000 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -137162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -137165.687500 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -137165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -137166.500000 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -137166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -137168.265625 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -137168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137171.859375 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -137171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137176.359375 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -137176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -137179.453125 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -137179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137182.359375 Penalty: 3573.995117
	Iteration 21Q: 3 clusters Score -137182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137183.578125 Penalty: 3573.995117
	Iteration 22Q: 3 clusters Score -137183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137184.328125 Penalty: 3573.995117
	Iteration 23Q: 3 clusters Score -137184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137185.484375 Penalty: 3573.995117
	Iteration 24Q: 3 clusters Score -137185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137187.843750 Penalty: 3573.995117
	Iteration 25Q: 3 clusters Score -137187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137190.937500 Penalty: 3573.995117
	Iteration 26Q: 3 clusters Score -137190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137192.984375 Penalty: 3573.995117
	Iteration 27Q: 3 clusters Score -137193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -137193.734375 Penalty: 3573.995117
	Iteration 28Q: 3 clusters Score -137193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -137193.968750 Penalty: 3573.995117
	Iteration 29Q: 3 clusters Score -137194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -137193.968750 Penalty: 3573.995117
	Iteration 30F: 3 clusters Score -137194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (120681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Entering Unmasked Estep 
Score: -13681238.000000 Penalty: 2901.824707
	Iteration 0F: 2 clusters Score -1.368124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -13600422.000000 Penalty: 5803.649414
	Iteration 0F: 3 clusters Score -1.360042e+07 nChanged 57232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -13633037.000000 Penalty: 5803.649414
	Iteration 1F: 3 clusters Score -1.363304e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -13633648.000000 Penalty: 5803.649414
	Iteration 2Q: 3 clusters Score -1.363365e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -13634408.000000 Penalty: 5803.649414
	Iteration 3Q: 3 clusters Score -1.363441e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -13635405.000000 Penalty: 5803.649414
	Iteration 4Q: 3 clusters Score -1.36354e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -13637028.000000 Penalty: 5803.649414
	Iteration 5Q: 3 clusters Score -1.363703e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -13639435.000000 Penalty: 5803.649414
	Iteration 6Q: 3 clusters Score -1.363944e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -13643948.000000 Penalty: 5803.649414
	Iteration 7F: 3 clusters Score -1.364395e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -13651115.000000 Penalty: 5803.649414
	Iteration 8F: 3 clusters Score -1.365112e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -13660003.000000 Penalty: 5803.649414
	Iteration 9F: 3 clusters Score -1.366e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -13668260.000000 Penalty: 5803.649414
	Iteration 10F: 3 clusters Score -1.366826e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 114511 members 
Entering Unmasked Estep 
Score: -13673627.000000 Penalty: 5803.649414
	Iteration 11Q: 3 clusters Score -1.367363e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -13676337.000000 Penalty: 5803.649414
	Iteration 12Q: 3 clusters Score -1.367634e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -13677542.000000 Penalty: 5803.649414
	Iteration 13Q: 3 clusters Score -1.367754e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -13678087.000000 Penalty: 5803.649414
	Iteration 14Q: 3 clusters Score -1.367809e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 119842 members 
Entering Unmasked Estep 
Score: -13678402.000000 Penalty: 5803.649414
	Iteration 15Q: 3 clusters Score -1.36784e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 119963 members 
Entering Unmasked Estep 
Score: -13678543.000000 Penalty: 5803.649414
	Iteration 16Q: 3 clusters Score -1.367854e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 120037 members 
Entering Unmasked Estep 
Score: -13678628.000000 Penalty: 5803.649414
	Iteration 17Q: 3 clusters Score -1.367863e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -13678688.000000 Penalty: 5803.649414
	Iteration 18Q: 3 clusters Score -1.367869e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 120122 members 
Entering Unmasked Estep 
Score: -13678711.000000 Penalty: 5803.649414
	Iteration 19Q: 3 clusters Score -1.367871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -13678734.000000 Penalty: 5803.649414
	Iteration 20F: 3 clusters Score -1.367873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 120146 members 
Entering Unmasked Estep 
Score: -13678744.000000 Penalty: 5803.649414
	Iteration 21Q: 3 clusters Score -1.367874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -13678784.000000 Penalty: 5803.649414
	Iteration 22Q: 3 clusters Score -1.367878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -13678791.000000 Penalty: 5803.649414
	Iteration 23Q: 3 clusters Score -1.367879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 120177 members 
Entering Unmasked Estep 
Score: -13678785.000000 Penalty: 5803.649414
	Iteration 24Q: 3 clusters Score -1.367878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -13678782.000000 Penalty: 5803.649414
	Iteration 25Q: 3 clusters Score -1.367878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -13678788.000000 Penalty: 5803.649414
	Iteration 26Q: 3 clusters Score -1.367879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 120183 members 
Entering Unmasked Estep 
Score: -13678798.000000 Penalty: 5803.649414
	Iteration 27Q: 3 clusters Score -1.36788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -13678799.000000 Penalty: 5803.649414
	Iteration 28Q: 3 clusters Score -1.36788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 120185 members 
Entering Unmasked Estep 
Score: -13678795.000000 Penalty: 5803.649414
	Iteration 29Q: 3 clusters Score -1.36788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 120185 members 
Entering Unmasked Estep 
Score: -13678795.000000 Penalty: 5803.649414
	Iteration 30F: 3 clusters Score -1.36788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -802917.937500 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -802917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -796963.750000 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -796963.8 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -798529.687500 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -798529.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -798752.187500 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -798752.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -798905.562500 Penalty: 4406.285645
	Iteration 3Q: 3 clusters Score -798905.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -799028.375000 Penalty: 4406.285645
	Iteration 4Q: 3 clusters Score -799028.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -799116.687500 Penalty: 4406.285645
	Iteration 5Q: 3 clusters Score -799116.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -799201.875000 Penalty: 4406.285645
	Iteration 6Q: 3 clusters Score -799201.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -799282.875000 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -799282.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -799367.625000 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -799367.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -799435.937500 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -799435.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -799509.375000 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -799509.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -799597.812500 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -799597.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -799692.375000 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -799692.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -799805.312500 Penalty: 4406.285645
	Iteration 13Q: 3 clusters Score -799805.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -799935.875000 Penalty: 4406.285645
	Iteration 14Q: 3 clusters Score -799935.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -800099.500000 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -800099.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -800268.562500 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -800268.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -800432.937500 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -800432.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -800581.125000 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -800581.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -800701.562500 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -800701.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -800786.562500 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -800786.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -800855.750000 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -800855.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -800904.312500 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -800904.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -800950.437500 Penalty: 4406.285645
	Iteration 23Q: 3 clusters Score -800950.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -800982.875000 Penalty: 4406.285645
	Iteration 24Q: 3 clusters Score -800982.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -801003.937500 Penalty: 4406.285645
	Iteration 25Q: 3 clusters Score -801003.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -801022.125000 Penalty: 4406.285645
	Iteration 26Q: 3 clusters Score -801022.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -801039.875000 Penalty: 4406.285645
	Iteration 27Q: 3 clusters Score -801039.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -801053.125000 Penalty: 4406.285645
	Iteration 28Q: 3 clusters Score -801053.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -801060.812500 Penalty: 4406.285645
	Iteration 29Q: 3 clusters Score -801060.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -801072.375000 Penalty: 4406.285645
	Iteration 30Q: 3 clusters Score -801072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -801075.937500 Penalty: 4406.285645
	Iteration 31Q: 3 clusters Score -801075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -801083.062500 Penalty: 4406.285645
	Iteration 32Q: 3 clusters Score -801083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -801091.437500 Penalty: 4406.285645
	Iteration 33Q: 3 clusters Score -801091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -801097.875000 Penalty: 4406.285645
	Iteration 34Q: 3 clusters Score -801097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -801099.812500 Penalty: 4406.285645
	Iteration 35Q: 3 clusters Score -801099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -801103.875000 Penalty: 4406.285645
	Iteration 36Q: 3 clusters Score -801103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -801106.125000 Penalty: 4406.285645
	Iteration 37Q: 3 clusters Score -801106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -801108.937500 Penalty: 4406.285645
	Iteration 38Q: 3 clusters Score -801108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -801108.937500 Penalty: 4406.285645
	Iteration 39F: 3 clusters Score -801108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -409231.468750 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -409231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -405529.218750 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -405529.2 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -406507.187500 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -406507.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -406816.906250 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -406816.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -407059.625000 Penalty: 4082.894287
	Iteration 3F: 3 clusters Score -407059.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -407272.531250 Penalty: 4082.894287
	Iteration 4F: 3 clusters Score -407272.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -407426.000000 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -407426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -407556.031250 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -407556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -407678.281250 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -407678.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -407794.187500 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -407794.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -407869.656250 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -407869.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -407940.562500 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -407940.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -407995.156250 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -407995.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -408030.218750 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -408030.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -408066.562500 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -408066.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -408095.437500 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -408095.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -408108.000000 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -408108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -408113.718750 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -408113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -408124.500000 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -408124.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -408133.875000 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -408133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -408141.781250 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -408141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -408151.343750 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -408151.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -408161.375000 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -408161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -408167.875000 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -408167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -408174.031250 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -408174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -408174.968750 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -408175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -408176.437500 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -408176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -408176.437500 Penalty: 4082.894287
	Iteration 26F: 3 clusters Score -408176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -49335.945312 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -49335.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47898.562500 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -47898.56 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48525.839844 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -48525.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49028.781250 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -49028.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49695.515625 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -49695.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50436.917969 Penalty: 3167.892090
	Iteration 4F: 3 clusters Score -50436.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50752.613281 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -50752.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51144.035156 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -51144.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51151.625000 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -51151.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51151.625000 Penalty: 3167.892090
	Iteration 8F: 3 clusters Score -51151.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 6132 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 158 members 
Entering Unmasked Estep 
Score: -110922960.000000 Penalty: 126889.953125
Splitting cluster 27 changes total score from -110922056.000000 to -110922960.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (79936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Entering Unmasked Estep 
Score: -9074202.000000 Penalty: 2799.667480
	Iteration 0F: 2 clusters Score -9074202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -9020726.000000 Penalty: 5599.334961
	Iteration 0F: 3 clusters Score -9020726 nChanged 37628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -9041851.000000 Penalty: 5599.334961
	Iteration 1F: 3 clusters Score -9041851 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -9042502.000000 Penalty: 5599.334961
	Iteration 2Q: 3 clusters Score -9042502 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -9043280.000000 Penalty: 5599.334961
	Iteration 3Q: 3 clusters Score -9043280 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -9044253.000000 Penalty: 5599.334961
	Iteration 4Q: 3 clusters Score -9044253 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -9045547.000000 Penalty: 5599.334961
	Iteration 5Q: 3 clusters Score -9045547 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -9047659.000000 Penalty: 5599.334961
	Iteration 6Q: 3 clusters Score -9047659 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -9050719.000000 Penalty: 5599.334961
	Iteration 7F: 3 clusters Score -9050719 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -9054957.000000 Penalty: 5599.334961
	Iteration 8F: 3 clusters Score -9054957 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -9059836.000000 Penalty: 5599.334961
	Iteration 9F: 3 clusters Score -9059836 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -9064045.000000 Penalty: 5599.334961
	Iteration 10F: 3 clusters Score -9064045 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -9067044.000000 Penalty: 5599.334961
	Iteration 11Q: 3 clusters Score -9067044 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -9068881.000000 Penalty: 5599.334961
	Iteration 12Q: 3 clusters Score -9068881 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -9070018.000000 Penalty: 5599.334961
	Iteration 13Q: 3 clusters Score -9070018 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -9070706.000000 Penalty: 5599.334961
	Iteration 14Q: 3 clusters Score -9070706 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -9071075.000000 Penalty: 5599.334961
	Iteration 15Q: 3 clusters Score -9071075 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -9071304.000000 Penalty: 5599.334961
	Iteration 16Q: 3 clusters Score -9071304 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -9071498.000000 Penalty: 5599.334961
	Iteration 17Q: 3 clusters Score -9071498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -9071627.000000 Penalty: 5599.334961
	Iteration 18Q: 3 clusters Score -9071627 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -9071741.000000 Penalty: 5599.334961
	Iteration 19Q: 3 clusters Score -9071741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -9071811.000000 Penalty: 5599.334961
	Iteration 20F: 3 clusters Score -9071811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -9071865.000000 Penalty: 5599.334961
	Iteration 21Q: 3 clusters Score -9071865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -9071904.000000 Penalty: 5599.334961
	Iteration 22Q: 3 clusters Score -9071904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -9071923.000000 Penalty: 5599.334961
	Iteration 23Q: 3 clusters Score -9071923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -9071953.000000 Penalty: 5599.334961
	Iteration 24Q: 3 clusters Score -9071953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -9071954.000000 Penalty: 5599.334961
	Iteration 25Q: 3 clusters Score -9071954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -9071976.000000 Penalty: 5599.334961
	Iteration 26Q: 3 clusters Score -9071976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9071971.000000 Penalty: 5599.334961
	Iteration 27Q: 3 clusters Score -9071971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -9071976.000000 Penalty: 5599.334961
	Iteration 28Q: 3 clusters Score -9071976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -9071985.000000 Penalty: 5599.334961
	Iteration 29Q: 3 clusters Score -9071985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -9071986.000000 Penalty: 5599.334961
	Iteration 30Q: 3 clusters Score -9071986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -9071989.000000 Penalty: 5599.334961
	Iteration 31Q: 3 clusters Score -9071989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -9072003.000000 Penalty: 5599.334961
	Iteration 32Q: 3 clusters Score -9072003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9072003.000000 Penalty: 5599.334961
	Iteration 33Q: 3 clusters Score -9072003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -9072009.000000 Penalty: 5599.334961
	Iteration 34Q: 3 clusters Score -9072009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -9072011.000000 Penalty: 5599.334961
	Iteration 35Q: 3 clusters Score -9072011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -9072017.000000 Penalty: 5599.334961
	Iteration 36Q: 3 clusters Score -9072017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -9072016.000000 Penalty: 5599.334961
	Iteration 37Q: 3 clusters Score -9072016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -9072019.000000 Penalty: 5599.334961
	Iteration 38Q: 3 clusters Score -9072019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -9072018.000000 Penalty: 5599.334961
	Iteration 39Q: 3 clusters Score -9072018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -9072020.000000 Penalty: 5599.334961
	Iteration 40F: 3 clusters Score -9072020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -9072023.000000 Penalty: 5599.334961
	Iteration 41Q: 3 clusters Score -9072023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -9072016.000000 Penalty: 5599.334961
	Iteration 42Q: 3 clusters Score -9072016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -9072016.000000 Penalty: 5599.334961
	Iteration 43F: 3 clusters Score -9072016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -220671.390625 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -220671.4 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 1114 members 
Entering Unmasked Estep 
Score: -217943.406250 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -217943.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -218687.203125 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -218687.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -219375.203125 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -219375.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220058.953125 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -220059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -220643.078125 Penalty: 3823.148926
	Iteration 4F: 3 clusters Score -220643.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -220980.703125 Penalty: 3823.148926
	Iteration 5F: 3 clusters Score -220980.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221092.140625 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -221092.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -221137.765625 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -221137.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221166.171875 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -221166.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221181.484375 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -221181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -221195.562500 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -221195.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -221202.703125 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -221202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221208.734375 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -221208.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -221213.890625 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -221213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -221223.750000 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -221223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -221228.609375 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -221228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -221233.968750 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -221234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221237.171875 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -221237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221239.218750 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -221239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221239.750000 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -221239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221241.953125 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -221242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221243.875000 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -221243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221245.187500 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -221245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -221247.468750 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -221247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221249.156250 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -221249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -221250.453125 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -221250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -221251.593750 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -221251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -221252.343750 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -221252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221253.296875 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -221253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221255.625000 Penalty: 3823.148926
	Iteration 29Q: 3 clusters Score -221255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221258.843750 Penalty: 3823.148926
	Iteration 30Q: 3 clusters Score -221258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221261.656250 Penalty: 3823.148926
	Iteration 31Q: 3 clusters Score -221261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221263.921875 Penalty: 3823.148926
	Iteration 32Q: 3 clusters Score -221263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221266.125000 Penalty: 3823.148926
	Iteration 33Q: 3 clusters Score -221266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221266.453125 Penalty: 3823.148926
	Iteration 34Q: 3 clusters Score -221266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221266.453125 Penalty: 3823.148926
	Iteration 35F: 3 clusters Score -221266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 6132 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 158 members 
Mstep: Class 38 contains 889 members 
Entering Unmasked Estep 
Score: -110922208.000000 Penalty: 130319.414062
Splitting cluster 29 changes total score from -110922056.000000 to -110922208.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (15812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Entering Unmasked Estep 
Score: -1813815.125000 Penalty: 2397.794189
	Iteration 0F: 2 clusters Score -1813815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1802345.875000 Penalty: 4795.588379
	Iteration 0F: 3 clusters Score -1802346 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1805921.500000 Penalty: 4795.588379
	Iteration 1F: 3 clusters Score -1805922 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1806291.875000 Penalty: 4795.588379
	Iteration 2F: 3 clusters Score -1806292 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1806612.500000 Penalty: 4795.588379
	Iteration 3Q: 3 clusters Score -1806612 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1806944.750000 Penalty: 4795.588379
	Iteration 4Q: 3 clusters Score -1806945 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1807378.375000 Penalty: 4795.588379
	Iteration 5F: 3 clusters Score -1807378 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1807931.875000 Penalty: 4795.588379
	Iteration 6F: 3 clusters Score -1807932 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1808701.375000 Penalty: 4795.588379
	Iteration 7F: 3 clusters Score -1808701 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1809537.500000 Penalty: 4795.588379
	Iteration 8F: 3 clusters Score -1809538 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1810339.250000 Penalty: 4795.588379
	Iteration 9F: 3 clusters Score -1810339 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1810906.750000 Penalty: 4795.588379
	Iteration 10Q: 3 clusters Score -1810907 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1811285.250000 Penalty: 4795.588379
	Iteration 11Q: 3 clusters Score -1811285 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1811497.250000 Penalty: 4795.588379
	Iteration 12Q: 3 clusters Score -1811497 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1811616.000000 Penalty: 4795.588379
	Iteration 13Q: 3 clusters Score -1811616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1811700.125000 Penalty: 4795.588379
	Iteration 14Q: 3 clusters Score -1811700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1811752.125000 Penalty: 4795.588379
	Iteration 15Q: 3 clusters Score -1811752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1811786.250000 Penalty: 4795.588379
	Iteration 16Q: 3 clusters Score -1811786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1811802.250000 Penalty: 4795.588379
	Iteration 17Q: 3 clusters Score -1811802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1811808.375000 Penalty: 4795.588379
	Iteration 18Q: 3 clusters Score -1811808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1811821.375000 Penalty: 4795.588379
	Iteration 19Q: 3 clusters Score -1811821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1811826.750000 Penalty: 4795.588379
	Iteration 20F: 3 clusters Score -1811827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1811840.375000 Penalty: 4795.588379
	Iteration 21Q: 3 clusters Score -1811840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1811849.375000 Penalty: 4795.588379
	Iteration 22Q: 3 clusters Score -1811849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1811857.750000 Penalty: 4795.588379
	Iteration 23Q: 3 clusters Score -1811858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1811872.250000 Penalty: 4795.588379
	Iteration 24Q: 3 clusters Score -1811872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1811880.625000 Penalty: 4795.588379
	Iteration 25Q: 3 clusters Score -1811881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1811888.625000 Penalty: 4795.588379
	Iteration 26Q: 3 clusters Score -1811889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1811893.000000 Penalty: 4795.588379
	Iteration 27Q: 3 clusters Score -1811893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1811894.000000 Penalty: 4795.588379
	Iteration 28Q: 3 clusters Score -1811894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1811895.875000 Penalty: 4795.588379
	Iteration 29Q: 3 clusters Score -1811896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1811895.875000 Penalty: 4795.588379
	Iteration 30F: 3 clusters Score -1811896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Entering Unmasked Estep 
Score: -2174377.750000 Penalty: 2441.246826
	Iteration 0F: 2 clusters Score -2174378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2161121.250000 Penalty: 4882.493652
	Iteration 0F: 3 clusters Score -2161121 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2165346.250000 Penalty: 4882.493652
	Iteration 1F: 3 clusters Score -2165346 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2165693.250000 Penalty: 4882.493652
	Iteration 2F: 3 clusters Score -2165693 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2165927.000000 Penalty: 4882.493652
	Iteration 3Q: 3 clusters Score -2165927 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2166072.500000 Penalty: 4882.493652
	Iteration 4Q: 3 clusters Score -2166072 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2166195.500000 Penalty: 4882.493652
	Iteration 5Q: 3 clusters Score -2166196 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2166303.250000 Penalty: 4882.493652
	Iteration 6Q: 3 clusters Score -2166303 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2166418.250000 Penalty: 4882.493652
	Iteration 7Q: 3 clusters Score -2166418 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2166546.750000 Penalty: 4882.493652
	Iteration 8Q: 3 clusters Score -2166547 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2166664.500000 Penalty: 4882.493652
	Iteration 9Q: 3 clusters Score -2166664 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2166812.750000 Penalty: 4882.493652
	Iteration 10Q: 3 clusters Score -2166813 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2167037.250000 Penalty: 4882.493652
	Iteration 11Q: 3 clusters Score -2167037 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2167350.000000 Penalty: 4882.493652
	Iteration 12Q: 3 clusters Score -2167350 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2167734.750000 Penalty: 4882.493652
	Iteration 13Q: 3 clusters Score -2167735 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2168249.750000 Penalty: 4882.493652
	Iteration 14Q: 3 clusters Score -2168250 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2168921.750000 Penalty: 4882.493652
	Iteration 15F: 3 clusters Score -2168922 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2169722.250000 Penalty: 4882.493652
	Iteration 16F: 3 clusters Score -2169722 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2170535.000000 Penalty: 4882.493652
	Iteration 17F: 3 clusters Score -2170535 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2171193.000000 Penalty: 4882.493652
	Iteration 18Q: 3 clusters Score -2171193 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2171631.500000 Penalty: 4882.493652
	Iteration 19Q: 3 clusters Score -2171632 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2171884.750000 Penalty: 4882.493652
	Iteration 20F: 3 clusters Score -2171885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2172021.000000 Penalty: 4882.493652
	Iteration 21Q: 3 clusters Score -2172021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2172083.500000 Penalty: 4882.493652
	Iteration 22Q: 3 clusters Score -2172084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2172126.250000 Penalty: 4882.493652
	Iteration 23Q: 3 clusters Score -2172126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2172169.500000 Penalty: 4882.493652
	Iteration 24Q: 3 clusters Score -2172170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2172190.250000 Penalty: 4882.493652
	Iteration 25Q: 3 clusters Score -2172190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2172198.500000 Penalty: 4882.493652
	Iteration 26Q: 3 clusters Score -2172198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2172207.500000 Penalty: 4882.493652
	Iteration 27Q: 3 clusters Score -2172208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2172216.250000 Penalty: 4882.493652
	Iteration 28Q: 3 clusters Score -2172216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2172226.000000 Penalty: 4882.493652
	Iteration 29Q: 3 clusters Score -2172226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2172231.000000 Penalty: 4882.493652
	Iteration 30Q: 3 clusters Score -2172231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2172233.250000 Penalty: 4882.493652
	Iteration 31Q: 3 clusters Score -2172233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2172240.000000 Penalty: 4882.493652
	Iteration 32Q: 3 clusters Score -2172240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2172240.000000 Penalty: 4882.493652
	Iteration 33F: 3 clusters Score -2172240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -102703.460938 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -102703.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100774.078125 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -100774.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102156.257812 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -102156.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102903.046875 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -102903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103415.554688 Penalty: 3527.714355
	Iteration 3F: 3 clusters Score -103415.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103617.992188 Penalty: 3527.714355
	Iteration 4Q: 3 clusters Score -103618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103924.726562 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -103924.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104002.281250 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -104002.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104121.640625 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -104121.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104256.765625 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -104256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104318.218750 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -104318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104341.281250 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -104341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104345.812500 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -104345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104346.914062 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -104346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104352.648438 Penalty: 3527.714355
	Iteration 13F: 3 clusters Score -104352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104366.921875 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -104366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104367.976562 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -104368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104367.976562 Penalty: 3527.714355
	Iteration 16F: 3 clusters Score -104368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 6132 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 158 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 420 members 
Entering Unmasked Estep 
Score: -110922296.000000 Penalty: 133748.875000
Splitting cluster 32 changes total score from -110922056.000000 to -110922296.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 33 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -49773.949219 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -49773.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48249.695312 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -48249.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48441.832031 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -48441.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48496.484375 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -48496.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48545.140625 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -48545.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48573.714844 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -48573.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48600.402344 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -48600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48623.011719 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -48623.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48659.320312 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -48659.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48674.933594 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -48674.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48693.246094 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -48693.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48714.839844 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -48714.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48717.070312 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -48717.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48717.070312 Penalty: 3074.445312
	Iteration 12F: 3 clusters Score -48717.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -75546.156250 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -75546.16 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 430 members 
Entering Unmasked Estep 
Score: -73803.054688 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -73803.05 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74477.804688 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -74477.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75023.304688 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -75023.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75509.984375 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -75509.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75849.156250 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -75849.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75989.281250 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -75989.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76033.382812 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -76033.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76085.234375 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -76085.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -76249.125000 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -76249.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76326.656250 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -76326.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76426.437500 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -76426.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76581.101562 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -76581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76653.351562 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -76653.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76659.578125 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -76659.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76661.601562 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -76661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76677.289062 Penalty: 3353.165527
	Iteration 15F: 3 clusters Score -76677.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76766.398438 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -76766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76769.437500 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -76769.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76769.437500 Penalty: 3353.165527
	Iteration 18F: 3 clusters Score -76769.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 6132 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 158 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 420 members 
Mstep: Class 40 contains 479 members 
Entering Unmasked Estep 
Score: -110921808.000000 Penalty: 137178.328125
Splitting cluster 34 changes total score from -110922056.000000 to -110921808.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 332196 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 109847 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120681 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 79936 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923520.000000 Penalty: 133748.875000
Iteration 119Q: 40 clusters Score -1.109235e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 332228 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14216 members 
Mstep: Class 4 contains 41105 members 
Mstep: Class 5 contains 109865 members 
Mstep: Class 6 contains 18971 members 
Mstep: Class 7 contains 41890 members 
Mstep: Class 8 contains 13018 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 15904 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 50143 members 
Mstep: Class 14 contains 12465 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 42100 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 18245 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120615 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3809 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 79953 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 15811 members 
Mstep: Class 31 contains 18844 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 172 members 
Mstep: Class 38 contains 864 members 
Mstep: Class 39 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925256.000000 Penalty: 133748.875000
Iteration 120F: 40 clusters Score -1.109253e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 332242 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 41036 members 
Mstep: Class 5 contains 109839 members 
Mstep: Class 6 contains 18984 members 
Mstep: Class 7 contains 41875 members 
Mstep: Class 8 contains 12985 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5396 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 50145 members 
Mstep: Class 14 contains 12455 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 14777 members 
Mstep: Class 19 contains 42097 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18240 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 120480 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 79962 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 15808 members 
Mstep: Class 31 contains 18852 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 6018 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 189 members 
Mstep: Class 38 contains 1021 members 
Mstep: Class 39 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925968.000000 Penalty: 133748.875000
Iteration 121Q: 40 clusters Score -1.10926e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 332232 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 4 contains 41022 members 
Mstep: Class 5 contains 109813 members 
Mstep: Class 6 contains 19011 members 
Mstep: Class 7 contains 41856 members 
Mstep: Class 8 contains 12973 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 16014 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 50138 members 
Mstep: Class 14 contains 12461 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 14780 members 
Mstep: Class 19 contains 42095 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18235 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 120382 members 
Mstep: Class 25 contains 7214 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 79980 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 790 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6040 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 192 members 
Mstep: Class 38 contains 1101 members 
Mstep: Class 39 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926456.000000 Penalty: 133748.875000
Iteration 122Q: 40 clusters Score -1.109265e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332243 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 41016 members 
Mstep: Class 5 contains 109800 members 
Mstep: Class 6 contains 19034 members 
Mstep: Class 7 contains 41817 members 
Mstep: Class 8 contains 12965 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 16035 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 50134 members 
Mstep: Class 14 contains 12466 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 14785 members 
Mstep: Class 19 contains 42086 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18233 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 120275 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 3749 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 79990 members 
Mstep: Class 29 contains 1760 members 
Mstep: Class 30 contains 15807 members 
Mstep: Class 31 contains 18885 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6055 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926584.000000 Penalty: 133748.875000
Iteration 123Q: 40 clusters Score -1.109266e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332263 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 41009 members 
Mstep: Class 5 contains 109788 members 
Mstep: Class 6 contains 19067 members 
Mstep: Class 7 contains 41789 members 
Mstep: Class 8 contains 12963 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5245 members 
Mstep: Class 11 contains 16045 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 12473 members 
Mstep: Class 15 contains 5259 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 14786 members 
Mstep: Class 19 contains 42079 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18233 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 120171 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 3745 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80002 members 
Mstep: Class 29 contains 1839 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 18890 members 
Mstep: Class 32 contains 777 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1187 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926592.000000 Penalty: 133748.875000
Iteration 124Q: 40 clusters Score -1.109266e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332259 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14254 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 109761 members 
Mstep: Class 6 contains 19101 members 
Mstep: Class 7 contains 41754 members 
Mstep: Class 8 contains 12973 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 50127 members 
Mstep: Class 14 contains 12482 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 14797 members 
Mstep: Class 19 contains 42077 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18231 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 120078 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3741 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80029 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 18898 members 
Mstep: Class 32 contains 776 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6072 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1204 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926848.000000 Penalty: 133748.875000
Iteration 125Q: 40 clusters Score -1.109268e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332271 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 40960 members 
Mstep: Class 5 contains 109747 members 
Mstep: Class 6 contains 19135 members 
Mstep: Class 7 contains 41731 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 16065 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 12483 members 
Mstep: Class 15 contains 5222 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 14805 members 
Mstep: Class 19 contains 42081 members 
Mstep: Class 20 contains 3900 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18221 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 119978 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3740 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80048 members 
Mstep: Class 29 contains 2035 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18910 members 
Mstep: Class 32 contains 775 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6076 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1224 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927096.000000 Penalty: 133748.875000
Iteration 126Q: 40 clusters Score -1.109271e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332292 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 40925 members 
Mstep: Class 5 contains 109729 members 
Mstep: Class 6 contains 19158 members 
Mstep: Class 7 contains 41711 members 
Mstep: Class 8 contains 12998 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 11 contains 16071 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 50129 members 
Mstep: Class 14 contains 12479 members 
Mstep: Class 15 contains 5207 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 14816 members 
Mstep: Class 19 contains 42087 members 
Mstep: Class 20 contains 3904 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18222 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 119889 members 
Mstep: Class 25 contains 7210 members 
Mstep: Class 26 contains 3738 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80057 members 
Mstep: Class 29 contains 2125 members 
Mstep: Class 30 contains 15804 members 
Mstep: Class 31 contains 18908 members 
Mstep: Class 32 contains 774 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6076 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927304.000000 Penalty: 133748.875000
Iteration 127Q: 40 clusters Score -1.109273e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332327 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14265 members 
Mstep: Class 4 contains 40910 members 
Mstep: Class 5 contains 109716 members 
Mstep: Class 6 contains 19183 members 
Mstep: Class 7 contains 41690 members 
Mstep: Class 8 contains 13008 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 16074 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 50118 members 
Mstep: Class 14 contains 12479 members 
Mstep: Class 15 contains 5184 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 42092 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18209 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 119791 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3736 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80061 members 
Mstep: Class 29 contains 2215 members 
Mstep: Class 30 contains 15807 members 
Mstep: Class 31 contains 18909 members 
Mstep: Class 32 contains 773 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6074 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1250 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927496.000000 Penalty: 133748.875000
Iteration 128Q: 40 clusters Score -1.109275e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332345 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14268 members 
Mstep: Class 4 contains 40879 members 
Mstep: Class 5 contains 109712 members 
Mstep: Class 6 contains 19214 members 
Mstep: Class 7 contains 41650 members 
Mstep: Class 8 contains 13026 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 11 contains 16081 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12484 members 
Mstep: Class 15 contains 5168 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 14848 members 
Mstep: Class 19 contains 42093 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18202 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119697 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3736 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80068 members 
Mstep: Class 29 contains 2292 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 18916 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6071 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1260 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927200.000000 Penalty: 133748.875000
Iteration 129Q: 40 clusters Score -1.109272e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332388 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 109705 members 
Mstep: Class 6 contains 19248 members 
Mstep: Class 7 contains 41614 members 
Mstep: Class 8 contains 13036 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 16086 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 50110 members 
Mstep: Class 14 contains 12486 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 14851 members 
Mstep: Class 19 contains 42086 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18190 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119608 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80083 members 
Mstep: Class 29 contains 2354 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 18921 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6069 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1273 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927136.000000 Penalty: 133748.875000
Iteration 130Q: 40 clusters Score -1.109271e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332427 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 40824 members 
Mstep: Class 5 contains 109704 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 41586 members 
Mstep: Class 8 contains 13041 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 16089 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12487 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 42079 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18182 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119523 members 
Mstep: Class 25 contains 7210 members 
Mstep: Class 26 contains 3733 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80095 members 
Mstep: Class 29 contains 2409 members 
Mstep: Class 30 contains 15804 members 
Mstep: Class 31 contains 18924 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6071 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927048.000000 Penalty: 133748.875000
Iteration 131Q: 40 clusters Score -1.10927e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332438 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14276 members 
Mstep: Class 4 contains 40814 members 
Mstep: Class 5 contains 109702 members 
Mstep: Class 6 contains 19316 members 
Mstep: Class 7 contains 41551 members 
Mstep: Class 8 contains 13042 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 16091 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 50110 members 
Mstep: Class 14 contains 12486 members 
Mstep: Class 15 contains 5134 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 14878 members 
Mstep: Class 19 contains 42075 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18176 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119453 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3730 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80106 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 15802 members 
Mstep: Class 31 contains 18929 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6076 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1294 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927192.000000 Penalty: 133748.875000
Iteration 132Q: 40 clusters Score -1.109272e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332435 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 40806 members 
Mstep: Class 5 contains 109703 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 41519 members 
Mstep: Class 8 contains 13048 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 16098 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 50111 members 
Mstep: Class 14 contains 12487 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 14889 members 
Mstep: Class 19 contains 42071 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18172 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119381 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80117 members 
Mstep: Class 29 contains 2470 members 
Mstep: Class 30 contains 15802 members 
Mstep: Class 31 contains 18941 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6078 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1304 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927168.000000 Penalty: 133748.875000
Iteration 133Q: 40 clusters Score -1.109272e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332461 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14283 members 
Mstep: Class 4 contains 40795 members 
Mstep: Class 5 contains 109700 members 
Mstep: Class 6 contains 19391 members 
Mstep: Class 7 contains 41491 members 
Mstep: Class 8 contains 13052 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 50102 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 14894 members 
Mstep: Class 19 contains 42073 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18168 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119314 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80127 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 15802 members 
Mstep: Class 31 contains 18942 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6081 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927168.000000 Penalty: 133748.875000
Iteration 134Q: 40 clusters Score -1.109272e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332484 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14291 members 
Mstep: Class 4 contains 40790 members 
Mstep: Class 5 contains 109701 members 
Mstep: Class 6 contains 19418 members 
Mstep: Class 7 contains 41464 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 16114 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50099 members 
Mstep: Class 14 contains 12479 members 
Mstep: Class 15 contains 5134 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 14901 members 
Mstep: Class 19 contains 42071 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18165 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119255 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80130 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 15801 members 
Mstep: Class 31 contains 18946 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6082 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1342 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927304.000000 Penalty: 133748.875000
Iteration 135Q: 40 clusters Score -1.109273e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332502 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 40783 members 
Mstep: Class 5 contains 109704 members 
Mstep: Class 6 contains 19446 members 
Mstep: Class 7 contains 41429 members 
Mstep: Class 8 contains 13052 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 16127 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50099 members 
Mstep: Class 14 contains 12473 members 
Mstep: Class 15 contains 5133 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 14909 members 
Mstep: Class 19 contains 42072 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18158 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119194 members 
Mstep: Class 25 contains 7210 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80139 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 15802 members 
Mstep: Class 31 contains 18947 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1359 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927312.000000 Penalty: 133748.875000
Iteration 136Q: 40 clusters Score -1.109273e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332517 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14309 members 
Mstep: Class 4 contains 40786 members 
Mstep: Class 5 contains 109702 members 
Mstep: Class 6 contains 19468 members 
Mstep: Class 7 contains 41396 members 
Mstep: Class 8 contains 13051 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 16128 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50100 members 
Mstep: Class 14 contains 12473 members 
Mstep: Class 15 contains 5135 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 14915 members 
Mstep: Class 19 contains 42066 members 
Mstep: Class 20 contains 3952 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119144 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80144 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 18951 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 499 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927344.000000 Penalty: 133748.875000
Iteration 137Q: 40 clusters Score -1.109273e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332534 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14317 members 
Mstep: Class 4 contains 40785 members 
Mstep: Class 5 contains 109702 members 
Mstep: Class 6 contains 19482 members 
Mstep: Class 7 contains 41376 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 16136 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50102 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 5134 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 42057 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18144 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119088 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3726 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80150 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 15801 members 
Mstep: Class 31 contains 18954 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927280.000000 Penalty: 133748.875000
Iteration 138Q: 40 clusters Score -1.109273e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332564 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14321 members 
Mstep: Class 4 contains 40783 members 
Mstep: Class 5 contains 109702 members 
Mstep: Class 6 contains 19504 members 
Mstep: Class 7 contains 41367 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5102 members 
Mstep: Class 11 contains 16140 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50105 members 
Mstep: Class 14 contains 12470 members 
Mstep: Class 15 contains 5137 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18134 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 119033 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80154 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 15799 members 
Mstep: Class 31 contains 18955 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1430 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927192.000000 Penalty: 133748.875000
Iteration 139Q: 40 clusters Score -1.109272e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 332586 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14325 members 
Mstep: Class 4 contains 40790 members 
Mstep: Class 5 contains 109705 members 
Mstep: Class 6 contains 19515 members 
Mstep: Class 7 contains 41357 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 16142 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50105 members 
Mstep: Class 14 contains 12470 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 14936 members 
Mstep: Class 19 contains 42047 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118984 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80155 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18957 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 193 members 
Mstep: Class 38 contains 1459 members 
Mstep: Class 39 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927376.000000 Penalty: 133748.875000
Iteration 140F: 40 clusters Score -1.109274e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332626 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14331 members 
Mstep: Class 4 contains 40789 members 
Mstep: Class 5 contains 109701 members 
Mstep: Class 6 contains 19528 members 
Mstep: Class 7 contains 41338 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 16145 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50106 members 
Mstep: Class 14 contains 12470 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 42041 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 18119 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118931 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80155 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18958 members 
Mstep: Class 32 contains 769 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927456.000000 Penalty: 133748.875000
Iteration 141Q: 40 clusters Score -1.109275e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332648 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14333 members 
Mstep: Class 4 contains 40789 members 
Mstep: Class 5 contains 109697 members 
Mstep: Class 6 contains 19544 members 
Mstep: Class 7 contains 41313 members 
Mstep: Class 8 contains 13059 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 16148 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50109 members 
Mstep: Class 14 contains 12468 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 14948 members 
Mstep: Class 19 contains 42039 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18113 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118889 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80164 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18959 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6083 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1536 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927664.000000 Penalty: 133748.875000
Iteration 142Q: 40 clusters Score -1.109277e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332666 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14337 members 
Mstep: Class 4 contains 40765 members 
Mstep: Class 5 contains 109699 members 
Mstep: Class 6 contains 19565 members 
Mstep: Class 7 contains 41284 members 
Mstep: Class 8 contains 13058 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 16153 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50109 members 
Mstep: Class 14 contains 12465 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 42038 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118853 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80166 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18960 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6084 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1599 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927872.000000 Penalty: 133748.875000
Iteration 143Q: 40 clusters Score -1.109279e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332673 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14347 members 
Mstep: Class 4 contains 40751 members 
Mstep: Class 5 contains 109696 members 
Mstep: Class 6 contains 19578 members 
Mstep: Class 7 contains 41260 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 16158 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50108 members 
Mstep: Class 14 contains 12462 members 
Mstep: Class 15 contains 5060 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 14970 members 
Mstep: Class 19 contains 42037 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18105 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118821 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80159 members 
Mstep: Class 29 contains 2671 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18960 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6085 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1684 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928104.000000 Penalty: 133748.875000
Iteration 144Q: 40 clusters Score -1.109281e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332688 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14356 members 
Mstep: Class 4 contains 40734 members 
Mstep: Class 5 contains 109696 members 
Mstep: Class 6 contains 19580 members 
Mstep: Class 7 contains 41218 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 16161 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50106 members 
Mstep: Class 14 contains 12461 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 14982 members 
Mstep: Class 19 contains 42039 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18098 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118783 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3723 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80163 members 
Mstep: Class 29 contains 2712 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18960 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6086 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1775 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928376.000000 Penalty: 133748.875000
Iteration 145Q: 40 clusters Score -1.109284e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332695 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14362 members 
Mstep: Class 4 contains 40724 members 
Mstep: Class 5 contains 109688 members 
Mstep: Class 6 contains 19580 members 
Mstep: Class 7 contains 41177 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 16163 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50108 members 
Mstep: Class 14 contains 12460 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 15001 members 
Mstep: Class 19 contains 42043 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18088 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118747 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80172 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18960 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6088 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1849 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928264.000000 Penalty: 133748.875000
Iteration 146Q: 40 clusters Score -1.109283e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332701 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 40710 members 
Mstep: Class 5 contains 109686 members 
Mstep: Class 6 contains 19597 members 
Mstep: Class 7 contains 41135 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50109 members 
Mstep: Class 14 contains 12455 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 15014 members 
Mstep: Class 19 contains 42043 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18074 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118717 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80174 members 
Mstep: Class 29 contains 2770 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18961 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1898 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928560.000000 Penalty: 133748.875000
Iteration 147Q: 40 clusters Score -1.109286e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332708 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 40694 members 
Mstep: Class 5 contains 109687 members 
Mstep: Class 6 contains 19619 members 
Mstep: Class 7 contains 41103 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 50107 members 
Mstep: Class 14 contains 12455 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 15026 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18062 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118685 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3726 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80177 members 
Mstep: Class 29 contains 2788 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18963 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1942 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928400.000000 Penalty: 133748.875000
Iteration 148Q: 40 clusters Score -1.109284e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332720 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14381 members 
Mstep: Class 4 contains 40675 members 
Mstep: Class 5 contains 109686 members 
Mstep: Class 6 contains 19646 members 
Mstep: Class 7 contains 41078 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 16169 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 50110 members 
Mstep: Class 14 contains 12454 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3856 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3965 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18053 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118651 members 
Mstep: Class 25 contains 7214 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80177 members 
Mstep: Class 29 contains 2804 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18965 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1966 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928312.000000 Penalty: 133748.875000
Iteration 149Q: 40 clusters Score -1.109283e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332731 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14390 members 
Mstep: Class 4 contains 40653 members 
Mstep: Class 5 contains 109685 members 
Mstep: Class 6 contains 19684 members 
Mstep: Class 7 contains 41049 members 
Mstep: Class 8 contains 13067 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4779 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 50111 members 
Mstep: Class 14 contains 12453 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 15057 members 
Mstep: Class 19 contains 42049 members 
Mstep: Class 20 contains 3966 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18036 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118612 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80181 members 
Mstep: Class 29 contains 2819 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18966 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1980 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928400.000000 Penalty: 133748.875000
Iteration 150Q: 40 clusters Score -1.109284e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332735 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14393 members 
Mstep: Class 4 contains 40632 members 
Mstep: Class 5 contains 109687 members 
Mstep: Class 6 contains 19724 members 
Mstep: Class 7 contains 41031 members 
Mstep: Class 8 contains 13069 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 16174 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 50110 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 4970 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 15064 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3964 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18015 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118583 members 
Mstep: Class 25 contains 7214 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80187 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18966 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6092 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1986 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928504.000000 Penalty: 133748.875000
Iteration 151Q: 40 clusters Score -1.109285e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332732 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14401 members 
Mstep: Class 4 contains 40608 members 
Mstep: Class 5 contains 109678 members 
Mstep: Class 6 contains 19765 members 
Mstep: Class 7 contains 41009 members 
Mstep: Class 8 contains 13069 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4786 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 50111 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 4967 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 15069 members 
Mstep: Class 19 contains 42050 members 
Mstep: Class 20 contains 3963 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 18000 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118562 members 
Mstep: Class 25 contains 7214 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80198 members 
Mstep: Class 29 contains 2858 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18968 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1993 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928624.000000 Penalty: 133748.875000
Iteration 152Q: 40 clusters Score -1.109286e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332736 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14403 members 
Mstep: Class 4 contains 40582 members 
Mstep: Class 5 contains 109675 members 
Mstep: Class 6 contains 19819 members 
Mstep: Class 7 contains 40985 members 
Mstep: Class 8 contains 13068 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4779 members 
Mstep: Class 11 contains 16178 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 50109 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4965 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 15078 members 
Mstep: Class 19 contains 42052 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17989 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118534 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3723 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80208 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 15798 members 
Mstep: Class 31 contains 18970 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6095 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 1996 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928544.000000 Penalty: 133748.875000
Iteration 153Q: 40 clusters Score -1.109285e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332727 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14411 members 
Mstep: Class 4 contains 40567 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 19873 members 
Mstep: Class 7 contains 40966 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 50111 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 15086 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17976 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118513 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3723 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80217 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 15799 members 
Mstep: Class 31 contains 18971 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2001 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928392.000000 Penalty: 133748.875000
Iteration 154Q: 40 clusters Score -1.109284e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332729 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 40554 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 19921 members 
Mstep: Class 7 contains 40943 members 
Mstep: Class 8 contains 13062 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 16180 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 15094 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118494 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80224 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 15799 members 
Mstep: Class 31 contains 18970 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2002 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928304.000000 Penalty: 133748.875000
Iteration 155Q: 40 clusters Score -1.109283e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332719 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14419 members 
Mstep: Class 4 contains 40540 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 19954 members 
Mstep: Class 7 contains 40926 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4786 members 
Mstep: Class 11 contains 16182 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12446 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 15101 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118477 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 3726 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80236 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 15796 members 
Mstep: Class 31 contains 18969 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2002 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928320.000000 Penalty: 133748.875000
Iteration 156Q: 40 clusters Score -1.109283e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332710 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 40534 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 19985 members 
Mstep: Class 7 contains 40914 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 16182 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4947 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17940 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118462 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80244 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18968 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2004 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928256.000000 Penalty: 133748.875000
Iteration 157Q: 40 clusters Score -1.109283e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332715 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14426 members 
Mstep: Class 4 contains 40530 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 20009 members 
Mstep: Class 7 contains 40902 members 
Mstep: Class 8 contains 13059 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 16187 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15109 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118440 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80248 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18969 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2009 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928320.000000 Penalty: 133748.875000
Iteration 158Q: 40 clusters Score -1.109283e+08 nChanged 113
Entering ConstructFrom: 
Score: -110928320.000000 Penalty: 133748.875000
Entering ConstructFrom: 
Trying to split cluster 1 (332728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332728 members 
Entering Unmasked Estep 
Score: -37427064.000000 Penalty: 3153.339844
	Iteration 0F: 2 clusters Score -3.742706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -37223164.000000 Penalty: 6306.679688
	Iteration 0F: 3 clusters Score -3.722316e+07 nChanged 161317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173657 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -37319232.000000 Penalty: 6306.679688
	Iteration 1F: 3 clusters Score -3.731923e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 154723 members 
Entering Unmasked Estep 
Score: -37320912.000000 Penalty: 6306.679688
	Iteration 2Q: 3 clusters Score -3.732091e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -37323164.000000 Penalty: 6306.679688
	Iteration 3Q: 3 clusters Score -3.732316e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195675 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -37327544.000000 Penalty: 6306.679688
	Iteration 4Q: 3 clusters Score -3.732754e+07 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -37335652.000000 Penalty: 6306.679688
	Iteration 5Q: 3 clusters Score -3.733565e+07 nChanged 22872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234361 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -37350756.000000 Penalty: 6306.679688
	Iteration 6F: 3 clusters Score -3.735076e+07 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263809 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -37375904.000000 Penalty: 6306.679688
	Iteration 7F: 3 clusters Score -3.73759e+07 nChanged 30669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294476 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -37403172.000000 Penalty: 6306.679688
	Iteration 8F: 3 clusters Score -3.740317e+07 nChanged 23046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317520 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -37417528.000000 Penalty: 6306.679688
	Iteration 9F: 3 clusters Score -3.741753e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328149 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -37422600.000000 Penalty: 6306.679688
	Iteration 10Q: 3 clusters Score -3.74226e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331361 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -37423752.000000 Penalty: 6306.679688
	Iteration 11Q: 3 clusters Score -3.742375e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332120 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37424120.000000 Penalty: 6306.679688
	Iteration 12Q: 3 clusters Score -3.742412e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332303 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37424260.000000 Penalty: 6306.679688
	Iteration 13Q: 3 clusters Score -3.742426e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332358 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37424344.000000 Penalty: 6306.679688
	Iteration 14Q: 3 clusters Score -3.742434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332377 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37424396.000000 Penalty: 6306.679688
	Iteration 15Q: 3 clusters Score -3.74244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332389 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37424456.000000 Penalty: 6306.679688
	Iteration 16Q: 3 clusters Score -3.742446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332402 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37424456.000000 Penalty: 6306.679688
	Iteration 17Q: 3 clusters Score -3.742446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332405 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37424456.000000 Penalty: 6306.679688
	Iteration 18Q: 3 clusters Score -3.742446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332408 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37424464.000000 Penalty: 6306.679688
	Iteration 19Q: 3 clusters Score -3.742446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332409 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37424452.000000 Penalty: 6306.679688
	Iteration 20F: 3 clusters Score -3.742445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332408 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37424460.000000 Penalty: 6306.679688
	Iteration 21Q: 3 clusters Score -3.742446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332408 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37424468.000000 Penalty: 6306.679688
	Iteration 22Q: 3 clusters Score -3.742447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332408 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37424460.000000 Penalty: 6306.679688
	Iteration 23Q: 3 clusters Score -3.742446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37424468.000000 Penalty: 6306.679688
	Iteration 24Q: 3 clusters Score -3.742447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37424468.000000 Penalty: 6306.679688
	Iteration 25Q: 3 clusters Score -3.742447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332412 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37424472.000000 Penalty: 6306.679688
	Iteration 26Q: 3 clusters Score -3.742447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332413 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37424472.000000 Penalty: 6306.679688
	Iteration 27Q: 3 clusters Score -3.742447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332414 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37424472.000000 Penalty: 6306.679688
	Iteration 28Q: 3 clusters Score -3.742447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332413 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37424476.000000 Penalty: 6306.679688
	Iteration 29Q: 3 clusters Score -3.742448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332412 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37424460.000000 Penalty: 6306.679688
	Iteration 30Q: 3 clusters Score -3.742446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332411 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37424464.000000 Penalty: 6306.679688
	Iteration 31Q: 3 clusters Score -3.742446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332411 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37424464.000000 Penalty: 6306.679688
	Iteration 32F: 3 clusters Score -3.742446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -440328.968750 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -440329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -436469.187500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -436469.2 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -437297.718750 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -437297.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -437446.500000 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -437446.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -437537.656250 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -437537.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -437601.593750 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -437601.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -437651.906250 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -437651.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -437694.093750 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -437694.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -437726.468750 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -437726.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -437751.125000 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -437751.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -437776.093750 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -437776.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -437801.500000 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -437801.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -437821.312500 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -437821.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -437840.406250 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -437840.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -437855.281250 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -437855.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -437865.718750 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -437865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -437872.000000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -437872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -437877.125000 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -437877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -437880.812500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -437880.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -437883.531250 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -437883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437886.000000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -437886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -437888.406250 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -437888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -437889.843750 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -437889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -437890.937500 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -437890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -437892.281250 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -437892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -437893.062500 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -437893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -437894.843750 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -437894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -437896.093750 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -437896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -437895.875000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -437895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -437895.875000 Penalty: 4105.596680
	Iteration 28F: 3 clusters Score -437895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Entering Unmasked Estep 
Score: -1656618.750000 Penalty: 2375.094727
	Iteration 0F: 2 clusters Score -1656619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1646114.250000 Penalty: 4750.189453
	Iteration 0F: 3 clusters Score -1646114 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1649430.250000 Penalty: 4750.189453
	Iteration 1F: 3 clusters Score -1649430 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1649730.250000 Penalty: 4750.189453
	Iteration 2F: 3 clusters Score -1649730 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1649971.875000 Penalty: 4750.189453
	Iteration 3Q: 3 clusters Score -1649972 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1650188.125000 Penalty: 4750.189453
	Iteration 4Q: 3 clusters Score -1650188 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1650403.500000 Penalty: 4750.189453
	Iteration 5Q: 3 clusters Score -1650404 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1650653.875000 Penalty: 4750.189453
	Iteration 6Q: 3 clusters Score -1650654 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1651001.875000 Penalty: 4750.189453
	Iteration 7Q: 3 clusters Score -1651002 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1651470.250000 Penalty: 4750.189453
	Iteration 8Q: 3 clusters Score -1651470 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1652041.125000 Penalty: 4750.189453
	Iteration 9F: 3 clusters Score -1652041 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1652696.375000 Penalty: 4750.189453
	Iteration 10F: 3 clusters Score -1652696 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1653284.375000 Penalty: 4750.189453
	Iteration 11Q: 3 clusters Score -1653284 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1653735.250000 Penalty: 4750.189453
	Iteration 12Q: 3 clusters Score -1653735 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1654021.750000 Penalty: 4750.189453
	Iteration 13Q: 3 clusters Score -1654022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1654192.750000 Penalty: 4750.189453
	Iteration 14Q: 3 clusters Score -1654193 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1654301.000000 Penalty: 4750.189453
	Iteration 15Q: 3 clusters Score -1654301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1654370.375000 Penalty: 4750.189453
	Iteration 16Q: 3 clusters Score -1654370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1654420.000000 Penalty: 4750.189453
	Iteration 17Q: 3 clusters Score -1654420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1654459.375000 Penalty: 4750.189453
	Iteration 18Q: 3 clusters Score -1654459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1654491.250000 Penalty: 4750.189453
	Iteration 19Q: 3 clusters Score -1654491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1654512.875000 Penalty: 4750.189453
	Iteration 20F: 3 clusters Score -1654513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1654535.875000 Penalty: 4750.189453
	Iteration 21Q: 3 clusters Score -1654536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1654549.375000 Penalty: 4750.189453
	Iteration 22Q: 3 clusters Score -1654549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1654551.000000 Penalty: 4750.189453
	Iteration 23Q: 3 clusters Score -1654551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1654551.250000 Penalty: 4750.189453
	Iteration 24Q: 3 clusters Score -1654551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1654551.250000 Penalty: 4750.189453
	Iteration 25F: 3 clusters Score -1654551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Entering Unmasked Estep 
Score: -4196390.000000 Penalty: 2631.187012
	Iteration 0F: 2 clusters Score -4196390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4169110.500000 Penalty: 5262.374023
	Iteration 0F: 3 clusters Score -4169110 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4179403.250000 Penalty: 5262.374023
	Iteration 1F: 3 clusters Score -4179403 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4180223.250000 Penalty: 5262.374023
	Iteration 2F: 3 clusters Score -4180223 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4181115.750000 Penalty: 5262.374023
	Iteration 3F: 3 clusters Score -4181116 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4182086.000000 Penalty: 5262.374023
	Iteration 4F: 3 clusters Score -4182086 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4183142.750000 Penalty: 5262.374023
	Iteration 5F: 3 clusters Score -4183143 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4184042.750000 Penalty: 5262.374023
	Iteration 6Q: 3 clusters Score -4184043 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4184845.000000 Penalty: 5262.374023
	Iteration 7Q: 3 clusters Score -4184845 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4185501.250000 Penalty: 5262.374023
	Iteration 8Q: 3 clusters Score -4185501 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4185999.500000 Penalty: 5262.374023
	Iteration 9Q: 3 clusters Score -4186000 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4186380.750000 Penalty: 5262.374023
	Iteration 10Q: 3 clusters Score -4186381 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4186709.000000 Penalty: 5262.374023
	Iteration 11Q: 3 clusters Score -4186709 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4187022.000000 Penalty: 5262.374023
	Iteration 12Q: 3 clusters Score -4187022 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4187359.000000 Penalty: 5262.374023
	Iteration 13Q: 3 clusters Score -4187359 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4187719.500000 Penalty: 5262.374023
	Iteration 14Q: 3 clusters Score -4187720 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4188208.250000 Penalty: 5262.374023
	Iteration 15Q: 3 clusters Score -4188208 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4188665.000000 Penalty: 5262.374023
	Iteration 16Q: 3 clusters Score -4188665 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4189071.000000 Penalty: 5262.374023
	Iteration 17Q: 3 clusters Score -4189071 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4189504.750000 Penalty: 5262.374023
	Iteration 18Q: 3 clusters Score -4189505 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4189907.500000 Penalty: 5262.374023
	Iteration 19Q: 3 clusters Score -4189908 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4190305.250000 Penalty: 5262.374023
	Iteration 20F: 3 clusters Score -4190305 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -4190790.250000 Penalty: 5262.374023
	Iteration 21Q: 3 clusters Score -4190790 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4191310.250000 Penalty: 5262.374023
	Iteration 22Q: 3 clusters Score -4191310 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -4191725.500000 Penalty: 5262.374023
	Iteration 23Q: 3 clusters Score -4191726 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4192027.000000 Penalty: 5262.374023
	Iteration 24Q: 3 clusters Score -4192027 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4192234.500000 Penalty: 5262.374023
	Iteration 25Q: 3 clusters Score -4192234 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4192403.000000 Penalty: 5262.374023
	Iteration 26Q: 3 clusters Score -4192403 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -4192546.500000 Penalty: 5262.374023
	Iteration 27Q: 3 clusters Score -4192546 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4192670.750000 Penalty: 5262.374023
	Iteration 28Q: 3 clusters Score -4192671 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4192799.500000 Penalty: 5262.374023
	Iteration 29Q: 3 clusters Score -4192800 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4192932.750000 Penalty: 5262.374023
	Iteration 30Q: 3 clusters Score -4192933 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4193075.000000 Penalty: 5262.374023
	Iteration 31Q: 3 clusters Score -4193075 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4193249.500000 Penalty: 5262.374023
	Iteration 32Q: 3 clusters Score -4193250 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4193427.500000 Penalty: 5262.374023
	Iteration 33Q: 3 clusters Score -4193428 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4193631.500000 Penalty: 5262.374023
	Iteration 34Q: 3 clusters Score -4193632 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4193813.000000 Penalty: 5262.374023
	Iteration 35Q: 3 clusters Score -4193813 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4193971.750000 Penalty: 5262.374023
	Iteration 36Q: 3 clusters Score -4193972 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4194126.250000 Penalty: 5262.374023
	Iteration 37Q: 3 clusters Score -4194126 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4194283.250000 Penalty: 5262.374023
	Iteration 38Q: 3 clusters Score -4194283 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4194417.000000 Penalty: 5262.374023
	Iteration 39Q: 3 clusters Score -4194417 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4194545.000000 Penalty: 5262.374023
	Iteration 40F: 3 clusters Score -4194545 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -4194655.000000 Penalty: 5262.374023
	Iteration 41Q: 3 clusters Score -4194655 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4194747.500000 Penalty: 5262.374023
	Iteration 42Q: 3 clusters Score -4194748 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -4194830.500000 Penalty: 5262.374023
	Iteration 43Q: 3 clusters Score -4194830 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4194883.000000 Penalty: 5262.374023
	Iteration 44Q: 3 clusters Score -4194883 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4194935.000000 Penalty: 5262.374023
	Iteration 45Q: 3 clusters Score -4194935 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4194984.000000 Penalty: 5262.374023
	Iteration 46Q: 3 clusters Score -4194984 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4195042.500000 Penalty: 5262.374023
	Iteration 47Q: 3 clusters Score -4195042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4195079.000000 Penalty: 5262.374023
	Iteration 48Q: 3 clusters Score -4195079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -4195123.000000 Penalty: 5262.374023
	Iteration 49Q: 3 clusters Score -4195123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4195132.000000 Penalty: 5262.374023
	Iteration 50Q: 3 clusters Score -4195132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4195149.000000 Penalty: 5262.374023
	Iteration 51Q: 3 clusters Score -4195149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -4195162.000000 Penalty: 5262.374023
	Iteration 52Q: 3 clusters Score -4195162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4195161.000000 Penalty: 5262.374023
	Iteration 53Q: 3 clusters Score -4195161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4195161.000000 Penalty: 5262.374023
	Iteration 54Q: 3 clusters Score -4195161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4195172.000000 Penalty: 5262.374023
	Iteration 55Q: 3 clusters Score -4195172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4195178.500000 Penalty: 5262.374023
	Iteration 56Q: 3 clusters Score -4195178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4195186.000000 Penalty: 5262.374023
	Iteration 57Q: 3 clusters Score -4195186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4195187.000000 Penalty: 5262.374023
	Iteration 58Q: 3 clusters Score -4195187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4195188.500000 Penalty: 5262.374023
	Iteration 59Q: 3 clusters Score -4195188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4195189.500000 Penalty: 5262.374023
	Iteration 60F: 3 clusters Score -4195190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4195190.000000 Penalty: 5262.374023
	Iteration 61Q: 3 clusters Score -4195190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -4195187.000000 Penalty: 5262.374023
	Iteration 62Q: 3 clusters Score -4195187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -4195192.500000 Penalty: 5262.374023
	Iteration 63Q: 3 clusters Score -4195192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4195191.000000 Penalty: 5262.374023
	Iteration 64Q: 3 clusters Score -4195191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4195195.000000 Penalty: 5262.374023
	Iteration 65Q: 3 clusters Score -4195195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -4195194.000000 Penalty: 5262.374023
	Iteration 66Q: 3 clusters Score -4195194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4195201.000000 Penalty: 5262.374023
	Iteration 67Q: 3 clusters Score -4195201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4195200.000000 Penalty: 5262.374023
	Iteration 68Q: 3 clusters Score -4195200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -4195202.000000 Penalty: 5262.374023
	Iteration 69Q: 3 clusters Score -4195202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4195212.000000 Penalty: 5262.374023
	Iteration 70Q: 3 clusters Score -4195212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4195214.000000 Penalty: 5262.374023
	Iteration 71Q: 3 clusters Score -4195214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4195218.500000 Penalty: 5262.374023
	Iteration 72Q: 3 clusters Score -4195218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -4195218.500000 Penalty: 5262.374023
	Iteration 73Q: 3 clusters Score -4195218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4195219.000000 Penalty: 5262.374023
	Iteration 74Q: 3 clusters Score -4195219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4195217.500000 Penalty: 5262.374023
	Iteration 75Q: 3 clusters Score -4195218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4195217.000000 Penalty: 5262.374023
	Iteration 76Q: 3 clusters Score -4195217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4195220.500000 Penalty: 5262.374023
	Iteration 77Q: 3 clusters Score -4195220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -4195220.500000 Penalty: 5262.374023
	Iteration 78Q: 3 clusters Score -4195220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4195223.000000 Penalty: 5262.374023
	Iteration 79Q: 3 clusters Score -4195223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4195219.500000 Penalty: 5262.374023
	Iteration 80F: 3 clusters Score -4195220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4195223.000000 Penalty: 5262.374023
	Iteration 81Q: 3 clusters Score -4195223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4195223.500000 Penalty: 5262.374023
	Iteration 82Q: 3 clusters Score -4195224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4195223.500000 Penalty: 5262.374023
	Iteration 83F: 3 clusters Score -4195224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Entering Unmasked Estep 
Score: -12407789.000000 Penalty: 2878.097412
	Iteration 0F: 2 clusters Score -1.240779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -12334518.000000 Penalty: 5756.194824
	Iteration 0F: 3 clusters Score -1.233452e+07 nChanged 52148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -12363839.000000 Penalty: 5756.194824
	Iteration 1F: 3 clusters Score -1.236384e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -12364427.000000 Penalty: 5756.194824
	Iteration 2Q: 3 clusters Score -1.236443e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -12364983.000000 Penalty: 5756.194824
	Iteration 3Q: 3 clusters Score -1.236498e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -12365497.000000 Penalty: 5756.194824
	Iteration 4Q: 3 clusters Score -1.23655e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -12366181.000000 Penalty: 5756.194824
	Iteration 5Q: 3 clusters Score -1.236618e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -12367108.000000 Penalty: 5756.194824
	Iteration 6Q: 3 clusters Score -1.236711e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -12368484.000000 Penalty: 5756.194824
	Iteration 7Q: 3 clusters Score -1.236848e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -12370757.000000 Penalty: 5756.194824
	Iteration 8Q: 3 clusters Score -1.237076e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -12374243.000000 Penalty: 5756.194824
	Iteration 9F: 3 clusters Score -1.237424e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -12379203.000000 Penalty: 5756.194824
	Iteration 10F: 3 clusters Score -1.23792e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -12385734.000000 Penalty: 5756.194824
	Iteration 11F: 3 clusters Score -1.238573e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -12392726.000000 Penalty: 5756.194824
	Iteration 12F: 3 clusters Score -1.239273e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -12398509.000000 Penalty: 5756.194824
	Iteration 13F: 3 clusters Score -1.239851e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -12401991.000000 Penalty: 5756.194824
	Iteration 14Q: 3 clusters Score -1.240199e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -12403739.000000 Penalty: 5756.194824
	Iteration 15Q: 3 clusters Score -1.240374e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108387 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12404498.000000 Penalty: 5756.194824
	Iteration 16Q: 3 clusters Score -1.24045e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12404838.000000 Penalty: 5756.194824
	Iteration 17Q: 3 clusters Score -1.240484e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12405041.000000 Penalty: 5756.194824
	Iteration 18Q: 3 clusters Score -1.240504e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12405121.000000 Penalty: 5756.194824
	Iteration 19Q: 3 clusters Score -1.240512e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12405180.000000 Penalty: 5756.194824
	Iteration 20F: 3 clusters Score -1.240518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12405216.000000 Penalty: 5756.194824
	Iteration 21Q: 3 clusters Score -1.240522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12405258.000000 Penalty: 5756.194824
	Iteration 22Q: 3 clusters Score -1.240526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12405266.000000 Penalty: 5756.194824
	Iteration 23Q: 3 clusters Score -1.240527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12405287.000000 Penalty: 5756.194824
	Iteration 24Q: 3 clusters Score -1.240529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12405287.000000 Penalty: 5756.194824
	Iteration 25Q: 3 clusters Score -1.240529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12405298.000000 Penalty: 5756.194824
	Iteration 26Q: 3 clusters Score -1.24053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12405304.000000 Penalty: 5756.194824
	Iteration 27Q: 3 clusters Score -1.24053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12405313.000000 Penalty: 5756.194824
	Iteration 28Q: 3 clusters Score -1.240531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12405313.000000 Penalty: 5756.194824
	Iteration 29Q: 3 clusters Score -1.240531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12405319.000000 Penalty: 5756.194824
	Iteration 30Q: 3 clusters Score -1.240532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12405324.000000 Penalty: 5756.194824
	Iteration 31Q: 3 clusters Score -1.240532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12405321.000000 Penalty: 5756.194824
	Iteration 32Q: 3 clusters Score -1.240532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12405331.000000 Penalty: 5756.194824
	Iteration 33Q: 3 clusters Score -1.240533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12405326.000000 Penalty: 5756.194824
	Iteration 34Q: 3 clusters Score -1.240533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12405327.000000 Penalty: 5756.194824
	Iteration 35Q: 3 clusters Score -1.240533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12405329.000000 Penalty: 5756.194824
	Iteration 36Q: 3 clusters Score -1.240533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12405332.000000 Penalty: 5756.194824
	Iteration 37Q: 3 clusters Score -1.240533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12405336.000000 Penalty: 5756.194824
	Iteration 38Q: 3 clusters Score -1.240534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12405338.000000 Penalty: 5756.194824
	Iteration 39Q: 3 clusters Score -1.240534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12405338.000000 Penalty: 5756.194824
	Iteration 40F: 3 clusters Score -1.240534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Entering Unmasked Estep 
Score: -2189682.750000 Penalty: 2456.523193
	Iteration 0F: 2 clusters Score -2189683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2175539.000000 Penalty: 4913.046387
	Iteration 0F: 3 clusters Score -2175539 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2180468.750000 Penalty: 4913.046387
	Iteration 1F: 3 clusters Score -2180469 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2181144.000000 Penalty: 4913.046387
	Iteration 2F: 3 clusters Score -2181144 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2181777.500000 Penalty: 4913.046387
	Iteration 3F: 3 clusters Score -2181778 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2182403.500000 Penalty: 4913.046387
	Iteration 4F: 3 clusters Score -2182404 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2183063.250000 Penalty: 4913.046387
	Iteration 5F: 3 clusters Score -2183063 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2183767.000000 Penalty: 4913.046387
	Iteration 6F: 3 clusters Score -2183767 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2184496.500000 Penalty: 4913.046387
	Iteration 7F: 3 clusters Score -2184496 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2185197.250000 Penalty: 4913.046387
	Iteration 8F: 3 clusters Score -2185197 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2185867.500000 Penalty: 4913.046387
	Iteration 9Q: 3 clusters Score -2185868 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2186542.500000 Penalty: 4913.046387
	Iteration 10Q: 3 clusters Score -2186542 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2187109.750000 Penalty: 4913.046387
	Iteration 11Q: 3 clusters Score -2187110 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2187494.000000 Penalty: 4913.046387
	Iteration 12Q: 3 clusters Score -2187494 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2187725.750000 Penalty: 4913.046387
	Iteration 13Q: 3 clusters Score -2187726 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2187850.250000 Penalty: 4913.046387
	Iteration 14Q: 3 clusters Score -2187850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2187940.500000 Penalty: 4913.046387
	Iteration 15Q: 3 clusters Score -2187940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2188021.500000 Penalty: 4913.046387
	Iteration 16Q: 3 clusters Score -2188022 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2188064.500000 Penalty: 4913.046387
	Iteration 17Q: 3 clusters Score -2188064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2188103.250000 Penalty: 4913.046387
	Iteration 18Q: 3 clusters Score -2188103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2188140.500000 Penalty: 4913.046387
	Iteration 19Q: 3 clusters Score -2188140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2188163.750000 Penalty: 4913.046387
	Iteration 20F: 3 clusters Score -2188164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2188178.250000 Penalty: 4913.046387
	Iteration 21Q: 3 clusters Score -2188178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2188202.500000 Penalty: 4913.046387
	Iteration 22Q: 3 clusters Score -2188202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2188218.250000 Penalty: 4913.046387
	Iteration 23Q: 3 clusters Score -2188218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2188224.250000 Penalty: 4913.046387
	Iteration 24Q: 3 clusters Score -2188224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2188239.750000 Penalty: 4913.046387
	Iteration 25Q: 3 clusters Score -2188240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2188252.250000 Penalty: 4913.046387
	Iteration 26Q: 3 clusters Score -2188252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2188268.250000 Penalty: 4913.046387
	Iteration 27Q: 3 clusters Score -2188268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2188278.500000 Penalty: 4913.046387
	Iteration 28Q: 3 clusters Score -2188278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2188297.500000 Penalty: 4913.046387
	Iteration 29Q: 3 clusters Score -2188298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2188302.500000 Penalty: 4913.046387
	Iteration 30Q: 3 clusters Score -2188302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2188308.250000 Penalty: 4913.046387
	Iteration 31Q: 3 clusters Score -2188308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2188334.250000 Penalty: 4913.046387
	Iteration 32Q: 3 clusters Score -2188334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2188348.750000 Penalty: 4913.046387
	Iteration 33Q: 3 clusters Score -2188349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2188361.000000 Penalty: 4913.046387
	Iteration 34Q: 3 clusters Score -2188361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2188376.750000 Penalty: 4913.046387
	Iteration 35Q: 3 clusters Score -2188377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2188381.250000 Penalty: 4913.046387
	Iteration 36Q: 3 clusters Score -2188381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2188386.750000 Penalty: 4913.046387
	Iteration 37Q: 3 clusters Score -2188387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2188395.000000 Penalty: 4913.046387
	Iteration 38Q: 3 clusters Score -2188395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2188398.000000 Penalty: 4913.046387
	Iteration 39Q: 3 clusters Score -2188398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2188392.500000 Penalty: 4913.046387
	Iteration 40F: 3 clusters Score -2188392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2188397.500000 Penalty: 4913.046387
	Iteration 41Q: 3 clusters Score -2188398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2188394.000000 Penalty: 4913.046387
	Iteration 42Q: 3 clusters Score -2188394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2188396.000000 Penalty: 4913.046387
	Iteration 43Q: 3 clusters Score -2188396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2188396.000000 Penalty: 4913.046387
	Iteration 44Q: 3 clusters Score -2188396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2188398.750000 Penalty: 4913.046387
	Iteration 45Q: 3 clusters Score -2188399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2188398.250000 Penalty: 4913.046387
	Iteration 46Q: 3 clusters Score -2188398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2188399.500000 Penalty: 4913.046387
	Iteration 47Q: 3 clusters Score -2188400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2188400.500000 Penalty: 4913.046387
	Iteration 48Q: 3 clusters Score -2188400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2188396.000000 Penalty: 4913.046387
	Iteration 49Q: 3 clusters Score -2188396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2188396.750000 Penalty: 4913.046387
	Iteration 50Q: 3 clusters Score -2188397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2188394.500000 Penalty: 4913.046387
	Iteration 51Q: 3 clusters Score -2188394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2188395.000000 Penalty: 4913.046387
	Iteration 52Q: 3 clusters Score -2188395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2188395.750000 Penalty: 4913.046387
	Iteration 53Q: 3 clusters Score -2188396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2188392.500000 Penalty: 4913.046387
	Iteration 54Q: 3 clusters Score -2188392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2188404.500000 Penalty: 4913.046387
	Iteration 55Q: 3 clusters Score -2188404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2188406.500000 Penalty: 4913.046387
	Iteration 56Q: 3 clusters Score -2188406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2188408.750000 Penalty: 4913.046387
	Iteration 57Q: 3 clusters Score -2188409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2188413.250000 Penalty: 4913.046387
	Iteration 58Q: 3 clusters Score -2188413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2188413.750000 Penalty: 4913.046387
	Iteration 59Q: 3 clusters Score -2188414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2188415.750000 Penalty: 4913.046387
	Iteration 60F: 3 clusters Score -2188416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2188417.750000 Penalty: 4913.046387
	Iteration 61Q: 3 clusters Score -2188418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2188416.000000 Penalty: 4913.046387
	Iteration 62Q: 3 clusters Score -2188416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2188417.500000 Penalty: 4913.046387
	Iteration 63Q: 3 clusters Score -2188418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2188420.000000 Penalty: 4913.046387
	Iteration 64Q: 3 clusters Score -2188420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2188419.000000 Penalty: 4913.046387
	Iteration 65Q: 3 clusters Score -2188419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2188417.750000 Penalty: 4913.046387
	Iteration 66Q: 3 clusters Score -2188418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2188417.750000 Penalty: 4913.046387
	Iteration 67F: 3 clusters Score -2188418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Entering Unmasked Estep 
Score: -4554520.000000 Penalty: 2633.386475
	Iteration 0F: 2 clusters Score -4554520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4526929.500000 Penalty: 5266.772949
	Iteration 0F: 3 clusters Score -4526930 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -4537659.000000 Penalty: 5266.772949
	Iteration 1F: 3 clusters Score -4537659 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4538473.000000 Penalty: 5266.772949
	Iteration 2Q: 3 clusters Score -4538473 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4539531.000000 Penalty: 5266.772949
	Iteration 3F: 3 clusters Score -4539531 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4540899.000000 Penalty: 5266.772949
	Iteration 4F: 3 clusters Score -4540899 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4542866.500000 Penalty: 5266.772949
	Iteration 5F: 3 clusters Score -4542866 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4545229.000000 Penalty: 5266.772949
	Iteration 6F: 3 clusters Score -4545229 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -4547614.000000 Penalty: 5266.772949
	Iteration 7F: 3 clusters Score -4547614 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4549553.500000 Penalty: 5266.772949
	Iteration 8F: 3 clusters Score -4549554 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4550883.500000 Penalty: 5266.772949
	Iteration 9Q: 3 clusters Score -4550884 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4551640.500000 Penalty: 5266.772949
	Iteration 10Q: 3 clusters Score -4551640 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -4552058.000000 Penalty: 5266.772949
	Iteration 11Q: 3 clusters Score -4552058 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4552310.500000 Penalty: 5266.772949
	Iteration 12Q: 3 clusters Score -4552310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4552461.000000 Penalty: 5266.772949
	Iteration 13Q: 3 clusters Score -4552461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4552566.500000 Penalty: 5266.772949
	Iteration 14Q: 3 clusters Score -4552566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -4552644.000000 Penalty: 5266.772949
	Iteration 15Q: 3 clusters Score -4552644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4552685.000000 Penalty: 5266.772949
	Iteration 16Q: 3 clusters Score -4552685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4552707.500000 Penalty: 5266.772949
	Iteration 17Q: 3 clusters Score -4552708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4552744.500000 Penalty: 5266.772949
	Iteration 18Q: 3 clusters Score -4552744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4552777.000000 Penalty: 5266.772949
	Iteration 19Q: 3 clusters Score -4552777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4552799.500000 Penalty: 5266.772949
	Iteration 20F: 3 clusters Score -4552800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -4552819.500000 Penalty: 5266.772949
	Iteration 21Q: 3 clusters Score -4552820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4552845.000000 Penalty: 5266.772949
	Iteration 22Q: 3 clusters Score -4552845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -4552866.000000 Penalty: 5266.772949
	Iteration 23Q: 3 clusters Score -4552866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4552882.500000 Penalty: 5266.772949
	Iteration 24Q: 3 clusters Score -4552882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4552903.000000 Penalty: 5266.772949
	Iteration 25Q: 3 clusters Score -4552903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4552920.000000 Penalty: 5266.772949
	Iteration 26Q: 3 clusters Score -4552920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4552941.000000 Penalty: 5266.772949
	Iteration 27Q: 3 clusters Score -4552941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4552949.000000 Penalty: 5266.772949
	Iteration 28Q: 3 clusters Score -4552949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -4552964.500000 Penalty: 5266.772949
	Iteration 29Q: 3 clusters Score -4552964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -4552972.500000 Penalty: 5266.772949
	Iteration 30Q: 3 clusters Score -4552972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -4552976.500000 Penalty: 5266.772949
	Iteration 31Q: 3 clusters Score -4552976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4552978.500000 Penalty: 5266.772949
	Iteration 32Q: 3 clusters Score -4552978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4552980.000000 Penalty: 5266.772949
	Iteration 33Q: 3 clusters Score -4552980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4552982.500000 Penalty: 5266.772949
	Iteration 34Q: 3 clusters Score -4552982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4552981.500000 Penalty: 5266.772949
	Iteration 35Q: 3 clusters Score -4552982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4552981.500000 Penalty: 5266.772949
	Iteration 36F: 3 clusters Score -4552982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Entering Unmasked Estep 
Score: -1458085.125000 Penalty: 2350.315674
	Iteration 0F: 2 clusters Score -1458085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1448492.000000 Penalty: 4700.631348
	Iteration 0F: 3 clusters Score -1448492 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1451422.000000 Penalty: 4700.631348
	Iteration 1F: 3 clusters Score -1451422 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1451760.375000 Penalty: 4700.631348
	Iteration 2F: 3 clusters Score -1451760 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1452019.000000 Penalty: 4700.631348
	Iteration 3Q: 3 clusters Score -1452019 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1452233.875000 Penalty: 4700.631348
	Iteration 4Q: 3 clusters Score -1452234 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1452424.500000 Penalty: 4700.631348
	Iteration 5Q: 3 clusters Score -1452424 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1452653.375000 Penalty: 4700.631348
	Iteration 6Q: 3 clusters Score -1452653 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1452960.375000 Penalty: 4700.631348
	Iteration 7Q: 3 clusters Score -1452960 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1453346.750000 Penalty: 4700.631348
	Iteration 8Q: 3 clusters Score -1453347 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1453834.500000 Penalty: 4700.631348
	Iteration 9Q: 3 clusters Score -1453834 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1454312.625000 Penalty: 4700.631348
	Iteration 10Q: 3 clusters Score -1454313 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1454808.750000 Penalty: 4700.631348
	Iteration 11Q: 3 clusters Score -1454809 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1455222.250000 Penalty: 4700.631348
	Iteration 12Q: 3 clusters Score -1455222 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1455562.750000 Penalty: 4700.631348
	Iteration 13Q: 3 clusters Score -1455563 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1455816.500000 Penalty: 4700.631348
	Iteration 14Q: 3 clusters Score -1455816 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1456005.750000 Penalty: 4700.631348
	Iteration 15Q: 3 clusters Score -1456006 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1456129.250000 Penalty: 4700.631348
	Iteration 16Q: 3 clusters Score -1456129 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1456206.250000 Penalty: 4700.631348
	Iteration 17Q: 3 clusters Score -1456206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1456260.500000 Penalty: 4700.631348
	Iteration 18Q: 3 clusters Score -1456260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1456305.625000 Penalty: 4700.631348
	Iteration 19Q: 3 clusters Score -1456306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1456347.375000 Penalty: 4700.631348
	Iteration 20F: 3 clusters Score -1456347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1456382.250000 Penalty: 4700.631348
	Iteration 21Q: 3 clusters Score -1456382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1456402.125000 Penalty: 4700.631348
	Iteration 22Q: 3 clusters Score -1456402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1456419.375000 Penalty: 4700.631348
	Iteration 23Q: 3 clusters Score -1456419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1456436.375000 Penalty: 4700.631348
	Iteration 24Q: 3 clusters Score -1456436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1456448.625000 Penalty: 4700.631348
	Iteration 25Q: 3 clusters Score -1456449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1456459.875000 Penalty: 4700.631348
	Iteration 26Q: 3 clusters Score -1456460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1456474.625000 Penalty: 4700.631348
	Iteration 27Q: 3 clusters Score -1456475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1456490.750000 Penalty: 4700.631348
	Iteration 28Q: 3 clusters Score -1456491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1456511.250000 Penalty: 4700.631348
	Iteration 29Q: 3 clusters Score -1456511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1456535.625000 Penalty: 4700.631348
	Iteration 30Q: 3 clusters Score -1456536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1456579.375000 Penalty: 4700.631348
	Iteration 31Q: 3 clusters Score -1456579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1456642.375000 Penalty: 4700.631348
	Iteration 32Q: 3 clusters Score -1456642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1456747.250000 Penalty: 4700.631348
	Iteration 33Q: 3 clusters Score -1456747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1456924.875000 Penalty: 4700.631348
	Iteration 34Q: 3 clusters Score -1456925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1457101.000000 Penalty: 4700.631348
	Iteration 35Q: 3 clusters Score -1457101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1457205.750000 Penalty: 4700.631348
	Iteration 36Q: 3 clusters Score -1457206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1457263.875000 Penalty: 4700.631348
	Iteration 37Q: 3 clusters Score -1457264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1457288.625000 Penalty: 4700.631348
	Iteration 38Q: 3 clusters Score -1457289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1457304.500000 Penalty: 4700.631348
	Iteration 39Q: 3 clusters Score -1457304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1457309.500000 Penalty: 4700.631348
	Iteration 40F: 3 clusters Score -1457310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1457311.250000 Penalty: 4700.631348
	Iteration 41Q: 3 clusters Score -1457311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1457318.875000 Penalty: 4700.631348
	Iteration 42Q: 3 clusters Score -1457319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1457324.625000 Penalty: 4700.631348
	Iteration 43Q: 3 clusters Score -1457325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1457325.625000 Penalty: 4700.631348
	Iteration 44Q: 3 clusters Score -1457326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1457329.500000 Penalty: 4700.631348
	Iteration 45Q: 3 clusters Score -1457330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1457326.000000 Penalty: 4700.631348
	Iteration 46Q: 3 clusters Score -1457326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1457330.500000 Penalty: 4700.631348
	Iteration 47Q: 3 clusters Score -1457330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1457333.750000 Penalty: 4700.631348
	Iteration 48Q: 3 clusters Score -1457334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1457333.375000 Penalty: 4700.631348
	Iteration 49Q: 3 clusters Score -1457333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1457335.000000 Penalty: 4700.631348
	Iteration 50Q: 3 clusters Score -1457335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1457340.125000 Penalty: 4700.631348
	Iteration 51Q: 3 clusters Score -1457340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1457348.000000 Penalty: 4700.631348
	Iteration 52Q: 3 clusters Score -1457348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1457356.750000 Penalty: 4700.631348
	Iteration 53Q: 3 clusters Score -1457357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1457365.875000 Penalty: 4700.631348
	Iteration 54Q: 3 clusters Score -1457366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1457371.375000 Penalty: 4700.631348
	Iteration 55Q: 3 clusters Score -1457371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1457382.000000 Penalty: 4700.631348
	Iteration 56Q: 3 clusters Score -1457382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1457393.000000 Penalty: 4700.631348
	Iteration 57Q: 3 clusters Score -1457393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1457405.375000 Penalty: 4700.631348
	Iteration 58Q: 3 clusters Score -1457405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1457412.375000 Penalty: 4700.631348
	Iteration 59Q: 3 clusters Score -1457412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1457422.000000 Penalty: 4700.631348
	Iteration 60F: 3 clusters Score -1457422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1457422.875000 Penalty: 4700.631348
	Iteration 61Q: 3 clusters Score -1457423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1457422.750000 Penalty: 4700.631348
	Iteration 62Q: 3 clusters Score -1457423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1457424.125000 Penalty: 4700.631348
	Iteration 63Q: 3 clusters Score -1457424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1457424.750000 Penalty: 4700.631348
	Iteration 64Q: 3 clusters Score -1457425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1457424.750000 Penalty: 4700.631348
	Iteration 65F: 3 clusters Score -1457425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -127498.960938 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -127499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125437.875000 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -125437.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125744.257812 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -125744.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125822.867188 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -125822.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125867.375000 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -125867.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125899.085938 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -125899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125913.976562 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -125914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125929.500000 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -125929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125940.890625 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -125940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125954.242188 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -125954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125963.109375 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -125963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125971.585938 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -125971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125988.351562 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -125988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125991.000000 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -125991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125993.632812 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -125993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125994.023438 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -125994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -125994.375000 Penalty: 3501.144043
	Iteration 15Q: 3 clusters Score -125994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -125994.648438 Penalty: 3501.144043
	Iteration 16Q: 3 clusters Score -125994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125995.601562 Penalty: 3501.144043
	Iteration 17Q: 3 clusters Score -125995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125995.601562 Penalty: 3501.144043
	Iteration 18F: 3 clusters Score -125995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -529712.750000 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -529712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -525384.062500 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -525384.1 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -526602.937500 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -526602.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -526946.750000 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -526946.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -527208.375000 Penalty: 4204.693359
	Iteration 3F: 3 clusters Score -527208.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -527438.062500 Penalty: 4204.693359
	Iteration 4F: 3 clusters Score -527438.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -527596.312500 Penalty: 4204.693359
	Iteration 5Q: 3 clusters Score -527596.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -527709.687500 Penalty: 4204.693359
	Iteration 6Q: 3 clusters Score -527709.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -527784.875000 Penalty: 4204.693359
	Iteration 7Q: 3 clusters Score -527784.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -527843.625000 Penalty: 4204.693359
	Iteration 8Q: 3 clusters Score -527843.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -527892.500000 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -527892.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -527947.750000 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -527947.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -527999.812500 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -527999.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -528042.812500 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -528042.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -528072.312500 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -528072.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -528100.437500 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -528100.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -528117.125000 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -528117.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -528142.625000 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -528142.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -528163.125000 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -528163.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -528180.000000 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -528180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -528197.687500 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -528197.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -528210.250000 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -528210.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -528219.375000 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -528219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -528230.062500 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -528230.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -528237.687500 Penalty: 4204.693359
	Iteration 23Q: 3 clusters Score -528237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -528242.750000 Penalty: 4204.693359
	Iteration 24Q: 3 clusters Score -528242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -528249.875000 Penalty: 4204.693359
	Iteration 25Q: 3 clusters Score -528249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -528255.625000 Penalty: 4204.693359
	Iteration 26Q: 3 clusters Score -528255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -528258.250000 Penalty: 4204.693359
	Iteration 27Q: 3 clusters Score -528258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -528260.875000 Penalty: 4204.693359
	Iteration 28Q: 3 clusters Score -528260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -528263.437500 Penalty: 4204.693359
	Iteration 29Q: 3 clusters Score -528263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -528266.937500 Penalty: 4204.693359
	Iteration 30Q: 3 clusters Score -528266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -528267.562500 Penalty: 4204.693359
	Iteration 31Q: 3 clusters Score -528267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -528269.937500 Penalty: 4204.693359
	Iteration 32Q: 3 clusters Score -528269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -528270.562500 Penalty: 4204.693359
	Iteration 33Q: 3 clusters Score -528270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -528272.937500 Penalty: 4204.693359
	Iteration 34Q: 3 clusters Score -528272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -528275.125000 Penalty: 4204.693359
	Iteration 35Q: 3 clusters Score -528275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -528278.500000 Penalty: 4204.693359
	Iteration 36Q: 3 clusters Score -528278.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -528281.812500 Penalty: 4204.693359
	Iteration 37Q: 3 clusters Score -528281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -528283.187500 Penalty: 4204.693359
	Iteration 38Q: 3 clusters Score -528283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -528283.812500 Penalty: 4204.693359
	Iteration 39Q: 3 clusters Score -528283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -528284.500000 Penalty: 4204.693359
	Iteration 40F: 3 clusters Score -528284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -528285.687500 Penalty: 4204.693359
	Iteration 41Q: 3 clusters Score -528285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -528285.500000 Penalty: 4204.693359
	Iteration 42Q: 3 clusters Score -528285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -528287.312500 Penalty: 4204.693359
	Iteration 43Q: 3 clusters Score -528287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -528288.562500 Penalty: 4204.693359
	Iteration 44Q: 3 clusters Score -528288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -528291.500000 Penalty: 4204.693359
	Iteration 45Q: 3 clusters Score -528291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -528292.125000 Penalty: 4204.693359
	Iteration 46Q: 3 clusters Score -528292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -528291.625000 Penalty: 4204.693359
	Iteration 47Q: 3 clusters Score -528291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -528291.625000 Penalty: 4204.693359
	Iteration 48F: 3 clusters Score -528291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Entering Unmasked Estep 
Score: -1820766.625000 Penalty: 2403.637695
	Iteration 0F: 2 clusters Score -1820767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1809178.500000 Penalty: 4807.275391
	Iteration 0F: 3 clusters Score -1809178 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1812786.375000 Penalty: 4807.275391
	Iteration 1F: 3 clusters Score -1812786 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1813109.625000 Penalty: 4807.275391
	Iteration 2F: 3 clusters Score -1813110 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1813392.625000 Penalty: 4807.275391
	Iteration 3Q: 3 clusters Score -1813393 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1813657.250000 Penalty: 4807.275391
	Iteration 4Q: 3 clusters Score -1813657 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1813930.125000 Penalty: 4807.275391
	Iteration 5Q: 3 clusters Score -1813930 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1814274.375000 Penalty: 4807.275391
	Iteration 6Q: 3 clusters Score -1814274 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1814719.875000 Penalty: 4807.275391
	Iteration 7Q: 3 clusters Score -1814720 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1815269.375000 Penalty: 4807.275391
	Iteration 8F: 3 clusters Score -1815269 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1815927.875000 Penalty: 4807.275391
	Iteration 9F: 3 clusters Score -1815928 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1816671.500000 Penalty: 4807.275391
	Iteration 10F: 3 clusters Score -1816672 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1817308.250000 Penalty: 4807.275391
	Iteration 11Q: 3 clusters Score -1817308 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1817779.750000 Penalty: 4807.275391
	Iteration 12Q: 3 clusters Score -1817780 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1818089.875000 Penalty: 4807.275391
	Iteration 13Q: 3 clusters Score -1818090 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1818298.625000 Penalty: 4807.275391
	Iteration 14Q: 3 clusters Score -1818299 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1818434.625000 Penalty: 4807.275391
	Iteration 15Q: 3 clusters Score -1818435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1818520.500000 Penalty: 4807.275391
	Iteration 16Q: 3 clusters Score -1818520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1818574.125000 Penalty: 4807.275391
	Iteration 17Q: 3 clusters Score -1818574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1818606.250000 Penalty: 4807.275391
	Iteration 18Q: 3 clusters Score -1818606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1818634.625000 Penalty: 4807.275391
	Iteration 19Q: 3 clusters Score -1818635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1818646.125000 Penalty: 4807.275391
	Iteration 20F: 3 clusters Score -1818646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1818650.000000 Penalty: 4807.275391
	Iteration 21Q: 3 clusters Score -1818650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1818652.500000 Penalty: 4807.275391
	Iteration 22Q: 3 clusters Score -1818652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1818658.250000 Penalty: 4807.275391
	Iteration 23Q: 3 clusters Score -1818658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1818659.500000 Penalty: 4807.275391
	Iteration 24Q: 3 clusters Score -1818660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1818665.500000 Penalty: 4807.275391
	Iteration 25Q: 3 clusters Score -1818666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1818669.375000 Penalty: 4807.275391
	Iteration 26Q: 3 clusters Score -1818669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1818671.625000 Penalty: 4807.275391
	Iteration 27Q: 3 clusters Score -1818672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1818673.625000 Penalty: 4807.275391
	Iteration 28Q: 3 clusters Score -1818674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1818678.000000 Penalty: 4807.275391
	Iteration 29Q: 3 clusters Score -1818678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1818680.750000 Penalty: 4807.275391
	Iteration 30Q: 3 clusters Score -1818681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1818678.875000 Penalty: 4807.275391
	Iteration 31Q: 3 clusters Score -1818679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1818679.750000 Penalty: 4807.275391
	Iteration 32Q: 3 clusters Score -1818680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1818679.750000 Penalty: 4807.275391
	Iteration 33F: 3 clusters Score -1818680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -351222.343750 Penalty: 1993.950928
	Iteration 0F: 2 clusters Score -351222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -347863.281250 Penalty: 3987.901855
	Iteration 0F: 3 clusters Score -347863.3 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -348527.312500 Penalty: 3987.901855
	Iteration 1F: 3 clusters Score -348527.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -348678.593750 Penalty: 3987.901855
	Iteration 2F: 3 clusters Score -348678.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -348770.187500 Penalty: 3987.901855
	Iteration 3Q: 3 clusters Score -348770.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348821.531250 Penalty: 3987.901855
	Iteration 4Q: 3 clusters Score -348821.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -348854.968750 Penalty: 3987.901855
	Iteration 5Q: 3 clusters Score -348855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -348871.718750 Penalty: 3987.901855
	Iteration 6Q: 3 clusters Score -348871.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -348887.437500 Penalty: 3987.901855
	Iteration 7Q: 3 clusters Score -348887.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -348906.218750 Penalty: 3987.901855
	Iteration 8Q: 3 clusters Score -348906.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -348918.625000 Penalty: 3987.901855
	Iteration 9Q: 3 clusters Score -348918.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -348928.125000 Penalty: 3987.901855
	Iteration 10Q: 3 clusters Score -348928.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -348936.093750 Penalty: 3987.901855
	Iteration 11Q: 3 clusters Score -348936.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -348943.906250 Penalty: 3987.901855
	Iteration 12Q: 3 clusters Score -348943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -348949.500000 Penalty: 3987.901855
	Iteration 13Q: 3 clusters Score -348949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -348953.593750 Penalty: 3987.901855
	Iteration 14Q: 3 clusters Score -348953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -348960.187500 Penalty: 3987.901855
	Iteration 15Q: 3 clusters Score -348960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -348966.968750 Penalty: 3987.901855
	Iteration 16Q: 3 clusters Score -348967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -348975.531250 Penalty: 3987.901855
	Iteration 17Q: 3 clusters Score -348975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -348984.593750 Penalty: 3987.901855
	Iteration 18Q: 3 clusters Score -348984.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -348993.062500 Penalty: 3987.901855
	Iteration 19Q: 3 clusters Score -348993.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -349000.625000 Penalty: 3987.901855
	Iteration 20F: 3 clusters Score -349000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -349005.937500 Penalty: 3987.901855
	Iteration 21Q: 3 clusters Score -349005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -349011.281250 Penalty: 3987.901855
	Iteration 22Q: 3 clusters Score -349011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -349014.406250 Penalty: 3987.901855
	Iteration 23Q: 3 clusters Score -349014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -349016.750000 Penalty: 3987.901855
	Iteration 24Q: 3 clusters Score -349016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -349018.843750 Penalty: 3987.901855
	Iteration 25Q: 3 clusters Score -349018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -349022.375000 Penalty: 3987.901855
	Iteration 26Q: 3 clusters Score -349022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -349031.906250 Penalty: 3987.901855
	Iteration 27Q: 3 clusters Score -349031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -349037.687500 Penalty: 3987.901855
	Iteration 28Q: 3 clusters Score -349037.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -349043.093750 Penalty: 3987.901855
	Iteration 29Q: 3 clusters Score -349043.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -349050.625000 Penalty: 3987.901855
	Iteration 30Q: 3 clusters Score -349050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -349060.406250 Penalty: 3987.901855
	Iteration 31Q: 3 clusters Score -349060.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -349070.000000 Penalty: 3987.901855
	Iteration 32Q: 3 clusters Score -349070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -349081.875000 Penalty: 3987.901855
	Iteration 33Q: 3 clusters Score -349081.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -349095.906250 Penalty: 3987.901855
	Iteration 34Q: 3 clusters Score -349095.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349111.843750 Penalty: 3987.901855
	Iteration 35Q: 3 clusters Score -349111.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -349124.937500 Penalty: 3987.901855
	Iteration 36Q: 3 clusters Score -349124.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -349136.281250 Penalty: 3987.901855
	Iteration 37Q: 3 clusters Score -349136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -349146.781250 Penalty: 3987.901855
	Iteration 38Q: 3 clusters Score -349146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -349154.687500 Penalty: 3987.901855
	Iteration 39Q: 3 clusters Score -349154.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -349168.625000 Penalty: 3987.901855
	Iteration 40F: 3 clusters Score -349168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -349189.312500 Penalty: 3987.901855
	Iteration 41Q: 3 clusters Score -349189.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -349200.843750 Penalty: 3987.901855
	Iteration 42Q: 3 clusters Score -349200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -349210.937500 Penalty: 3987.901855
	Iteration 43Q: 3 clusters Score -349210.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -349219.875000 Penalty: 3987.901855
	Iteration 44Q: 3 clusters Score -349219.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -349229.062500 Penalty: 3987.901855
	Iteration 45Q: 3 clusters Score -349229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -349241.375000 Penalty: 3987.901855
	Iteration 46Q: 3 clusters Score -349241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -349251.406250 Penalty: 3987.901855
	Iteration 47Q: 3 clusters Score -349251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -349258.843750 Penalty: 3987.901855
	Iteration 48Q: 3 clusters Score -349258.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -349272.875000 Penalty: 3987.901855
	Iteration 49Q: 3 clusters Score -349272.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -349294.187500 Penalty: 3987.901855
	Iteration 50Q: 3 clusters Score -349294.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -349317.968750 Penalty: 3987.901855
	Iteration 51Q: 3 clusters Score -349318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -349334.687500 Penalty: 3987.901855
	Iteration 52Q: 3 clusters Score -349334.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -349356.156250 Penalty: 3987.901855
	Iteration 53Q: 3 clusters Score -349356.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -349375.437500 Penalty: 3987.901855
	Iteration 54Q: 3 clusters Score -349375.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -349394.500000 Penalty: 3987.901855
	Iteration 55Q: 3 clusters Score -349394.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -349408.406250 Penalty: 3987.901855
	Iteration 56Q: 3 clusters Score -349408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -349420.187500 Penalty: 3987.901855
	Iteration 57Q: 3 clusters Score -349420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -349429.625000 Penalty: 3987.901855
	Iteration 58Q: 3 clusters Score -349429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -349433.406250 Penalty: 3987.901855
	Iteration 59Q: 3 clusters Score -349433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -349436.906250 Penalty: 3987.901855
	Iteration 60F: 3 clusters Score -349436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -349441.968750 Penalty: 3987.901855
	Iteration 61Q: 3 clusters Score -349442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -349447.593750 Penalty: 3987.901855
	Iteration 62Q: 3 clusters Score -349447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -349454.500000 Penalty: 3987.901855
	Iteration 63Q: 3 clusters Score -349454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -349456.718750 Penalty: 3987.901855
	Iteration 64Q: 3 clusters Score -349456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -349457.031250 Penalty: 3987.901855
	Iteration 65Q: 3 clusters Score -349457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -349457.031250 Penalty: 3987.901855
	Iteration 66F: 3 clusters Score -349457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Entering Unmasked Estep 
Score: -5702554.000000 Penalty: 2683.859863
	Iteration 0F: 2 clusters Score -5702554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5668721.500000 Penalty: 5367.719727
	Iteration 0F: 3 clusters Score -5668722 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5681537.500000 Penalty: 5367.719727
	Iteration 1F: 3 clusters Score -5681538 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5682206.000000 Penalty: 5367.719727
	Iteration 2Q: 3 clusters Score -5682206 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5683045.000000 Penalty: 5367.719727
	Iteration 3Q: 3 clusters Score -5683045 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5684108.000000 Penalty: 5367.719727
	Iteration 4F: 3 clusters Score -5684108 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -5685727.500000 Penalty: 5367.719727
	Iteration 5F: 3 clusters Score -5685728 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5687917.500000 Penalty: 5367.719727
	Iteration 6F: 3 clusters Score -5687918 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -5690560.500000 Penalty: 5367.719727
	Iteration 7F: 3 clusters Score -5690560 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5693257.500000 Penalty: 5367.719727
	Iteration 8F: 3 clusters Score -5693258 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5695627.500000 Penalty: 5367.719727
	Iteration 9F: 3 clusters Score -5695628 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5697392.500000 Penalty: 5367.719727
	Iteration 10Q: 3 clusters Score -5697392 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5698604.000000 Penalty: 5367.719727
	Iteration 11Q: 3 clusters Score -5698604 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5699407.000000 Penalty: 5367.719727
	Iteration 12Q: 3 clusters Score -5699407 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -5700072.500000 Penalty: 5367.719727
	Iteration 13Q: 3 clusters Score -5700072 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5700533.500000 Penalty: 5367.719727
	Iteration 14Q: 3 clusters Score -5700534 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -5700807.500000 Penalty: 5367.719727
	Iteration 15Q: 3 clusters Score -5700808 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -5700941.500000 Penalty: 5367.719727
	Iteration 16Q: 3 clusters Score -5700942 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -5701018.500000 Penalty: 5367.719727
	Iteration 17Q: 3 clusters Score -5701018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5701093.500000 Penalty: 5367.719727
	Iteration 18Q: 3 clusters Score -5701094 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -5701114.500000 Penalty: 5367.719727
	Iteration 19Q: 3 clusters Score -5701114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5701126.500000 Penalty: 5367.719727
	Iteration 20F: 3 clusters Score -5701126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5701128.500000 Penalty: 5367.719727
	Iteration 21Q: 3 clusters Score -5701128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -5701141.000000 Penalty: 5367.719727
	Iteration 22Q: 3 clusters Score -5701141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -5701151.500000 Penalty: 5367.719727
	Iteration 23Q: 3 clusters Score -5701152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -5701159.500000 Penalty: 5367.719727
	Iteration 24Q: 3 clusters Score -5701160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5701166.000000 Penalty: 5367.719727
	Iteration 25Q: 3 clusters Score -5701166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -5701171.500000 Penalty: 5367.719727
	Iteration 26Q: 3 clusters Score -5701172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5701176.000000 Penalty: 5367.719727
	Iteration 27Q: 3 clusters Score -5701176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -5701180.500000 Penalty: 5367.719727
	Iteration 28Q: 3 clusters Score -5701180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -5701178.500000 Penalty: 5367.719727
	Iteration 29Q: 3 clusters Score -5701178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5701182.500000 Penalty: 5367.719727
	Iteration 30Q: 3 clusters Score -5701182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -5701181.000000 Penalty: 5367.719727
	Iteration 31Q: 3 clusters Score -5701181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5701188.500000 Penalty: 5367.719727
	Iteration 32Q: 3 clusters Score -5701188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -5701184.500000 Penalty: 5367.719727
	Iteration 33Q: 3 clusters Score -5701184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5701178.500000 Penalty: 5367.719727
	Iteration 34Q: 3 clusters Score -5701178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5701182.500000 Penalty: 5367.719727
	Iteration 35Q: 3 clusters Score -5701182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -5701182.000000 Penalty: 5367.719727
	Iteration 36Q: 3 clusters Score -5701182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -5701188.000000 Penalty: 5367.719727
	Iteration 37Q: 3 clusters Score -5701188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -5701188.000000 Penalty: 5367.719727
	Iteration 38F: 3 clusters Score -5701188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Entering Unmasked Estep 
Score: -1374959.375000 Penalty: 2338.470215
	Iteration 0F: 2 clusters Score -1374959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1365654.375000 Penalty: 4676.940430
	Iteration 0F: 3 clusters Score -1365654 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1368638.750000 Penalty: 4676.940430
	Iteration 1F: 3 clusters Score -1368639 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1369260.500000 Penalty: 4676.940430
	Iteration 2F: 3 clusters Score -1369260 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1369855.875000 Penalty: 4676.940430
	Iteration 3F: 3 clusters Score -1369856 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1370330.000000 Penalty: 4676.940430
	Iteration 4F: 3 clusters Score -1370330 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1370758.875000 Penalty: 4676.940430
	Iteration 5F: 3 clusters Score -1370759 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1371106.250000 Penalty: 4676.940430
	Iteration 6F: 3 clusters Score -1371106 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1371413.250000 Penalty: 4676.940430
	Iteration 7Q: 3 clusters Score -1371413 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1371681.875000 Penalty: 4676.940430
	Iteration 8Q: 3 clusters Score -1371682 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1371921.000000 Penalty: 4676.940430
	Iteration 9Q: 3 clusters Score -1371921 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1372123.750000 Penalty: 4676.940430
	Iteration 10Q: 3 clusters Score -1372124 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1372292.875000 Penalty: 4676.940430
	Iteration 11Q: 3 clusters Score -1372293 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1372426.500000 Penalty: 4676.940430
	Iteration 12Q: 3 clusters Score -1372426 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1372550.250000 Penalty: 4676.940430
	Iteration 13Q: 3 clusters Score -1372550 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1372650.625000 Penalty: 4676.940430
	Iteration 14Q: 3 clusters Score -1372651 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1372749.875000 Penalty: 4676.940430
	Iteration 15Q: 3 clusters Score -1372750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1372844.250000 Penalty: 4676.940430
	Iteration 16Q: 3 clusters Score -1372844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1372940.000000 Penalty: 4676.940430
	Iteration 17Q: 3 clusters Score -1372940 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1373031.875000 Penalty: 4676.940430
	Iteration 18Q: 3 clusters Score -1373032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1373134.375000 Penalty: 4676.940430
	Iteration 19Q: 3 clusters Score -1373134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1373234.000000 Penalty: 4676.940430
	Iteration 20F: 3 clusters Score -1373234 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1373308.750000 Penalty: 4676.940430
	Iteration 21Q: 3 clusters Score -1373309 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1373375.375000 Penalty: 4676.940430
	Iteration 22Q: 3 clusters Score -1373375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1373426.500000 Penalty: 4676.940430
	Iteration 23Q: 3 clusters Score -1373426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1373481.750000 Penalty: 4676.940430
	Iteration 24Q: 3 clusters Score -1373482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1373520.500000 Penalty: 4676.940430
	Iteration 25Q: 3 clusters Score -1373520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1373550.500000 Penalty: 4676.940430
	Iteration 26Q: 3 clusters Score -1373550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1373573.750000 Penalty: 4676.940430
	Iteration 27Q: 3 clusters Score -1373574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1373596.125000 Penalty: 4676.940430
	Iteration 28Q: 3 clusters Score -1373596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1373621.000000 Penalty: 4676.940430
	Iteration 29Q: 3 clusters Score -1373621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1373643.000000 Penalty: 4676.940430
	Iteration 30Q: 3 clusters Score -1373643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1373668.750000 Penalty: 4676.940430
	Iteration 31Q: 3 clusters Score -1373669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1373694.375000 Penalty: 4676.940430
	Iteration 32Q: 3 clusters Score -1373694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1373727.500000 Penalty: 4676.940430
	Iteration 33Q: 3 clusters Score -1373728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1373761.500000 Penalty: 4676.940430
	Iteration 34Q: 3 clusters Score -1373762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1373789.500000 Penalty: 4676.940430
	Iteration 35Q: 3 clusters Score -1373790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1373814.375000 Penalty: 4676.940430
	Iteration 36Q: 3 clusters Score -1373814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1373826.500000 Penalty: 4676.940430
	Iteration 37Q: 3 clusters Score -1373826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1373841.500000 Penalty: 4676.940430
	Iteration 38Q: 3 clusters Score -1373842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1373855.125000 Penalty: 4676.940430
	Iteration 39Q: 3 clusters Score -1373855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1373865.375000 Penalty: 4676.940430
	Iteration 40F: 3 clusters Score -1373865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1373874.250000 Penalty: 4676.940430
	Iteration 41Q: 3 clusters Score -1373874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1373878.250000 Penalty: 4676.940430
	Iteration 42Q: 3 clusters Score -1373878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1373886.250000 Penalty: 4676.940430
	Iteration 43Q: 3 clusters Score -1373886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1373894.000000 Penalty: 4676.940430
	Iteration 44Q: 3 clusters Score -1373894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1373901.500000 Penalty: 4676.940430
	Iteration 45Q: 3 clusters Score -1373902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1373910.625000 Penalty: 4676.940430
	Iteration 46Q: 3 clusters Score -1373911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1373920.750000 Penalty: 4676.940430
	Iteration 47Q: 3 clusters Score -1373921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1373931.500000 Penalty: 4676.940430
	Iteration 48Q: 3 clusters Score -1373932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1373939.875000 Penalty: 4676.940430
	Iteration 49Q: 3 clusters Score -1373940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1373940.000000 Penalty: 4676.940430
	Iteration 50Q: 3 clusters Score -1373940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1373942.375000 Penalty: 4676.940430
	Iteration 51Q: 3 clusters Score -1373942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1373946.125000 Penalty: 4676.940430
	Iteration 52Q: 3 clusters Score -1373946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1373950.250000 Penalty: 4676.940430
	Iteration 53Q: 3 clusters Score -1373950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1373951.750000 Penalty: 4676.940430
	Iteration 54Q: 3 clusters Score -1373952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1373951.750000 Penalty: 4676.940430
	Iteration 55F: 3 clusters Score -1373952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -484248.062500 Penalty: 2109.420410
	Iteration 0F: 2 clusters Score -484248.1 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 2479 members 
Entering Unmasked Estep 
Score: -479851.500000 Penalty: 4218.840820
	Iteration 0F: 3 clusters Score -479851.5 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -481080.281250 Penalty: 4218.840820
	Iteration 1F: 3 clusters Score -481080.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -481426.625000 Penalty: 4218.840820
	Iteration 2F: 3 clusters Score -481426.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -481724.843750 Penalty: 4218.840820
	Iteration 3F: 3 clusters Score -481724.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -481989.375000 Penalty: 4218.840820
	Iteration 4F: 3 clusters Score -481989.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -482285.625000 Penalty: 4218.840820
	Iteration 5F: 3 clusters Score -482285.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -482525.750000 Penalty: 4218.840820
	Iteration 6F: 3 clusters Score -482525.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -482719.937500 Penalty: 4218.840820
	Iteration 7Q: 3 clusters Score -482719.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -482878.218750 Penalty: 4218.840820
	Iteration 8Q: 3 clusters Score -482878.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -483008.843750 Penalty: 4218.840820
	Iteration 9Q: 3 clusters Score -483008.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -483115.093750 Penalty: 4218.840820
	Iteration 10Q: 3 clusters Score -483115.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -483220.093750 Penalty: 4218.840820
	Iteration 11Q: 3 clusters Score -483220.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -483351.468750 Penalty: 4218.840820
	Iteration 12Q: 3 clusters Score -483351.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -483466.875000 Penalty: 4218.840820
	Iteration 13Q: 3 clusters Score -483466.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -483566.843750 Penalty: 4218.840820
	Iteration 14Q: 3 clusters Score -483566.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -483684.875000 Penalty: 4218.840820
	Iteration 15Q: 3 clusters Score -483684.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -483815.500000 Penalty: 4218.840820
	Iteration 16Q: 3 clusters Score -483815.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -483952.843750 Penalty: 4218.840820
	Iteration 17Q: 3 clusters Score -483952.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -484028.000000 Penalty: 4218.840820
	Iteration 18Q: 3 clusters Score -484028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -484078.687500 Penalty: 4218.840820
	Iteration 19Q: 3 clusters Score -484078.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -484119.468750 Penalty: 4218.840820
	Iteration 20F: 3 clusters Score -484119.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -484141.000000 Penalty: 4218.840820
	Iteration 21Q: 3 clusters Score -484141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -484155.593750 Penalty: 4218.840820
	Iteration 22Q: 3 clusters Score -484155.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -484166.656250 Penalty: 4218.840820
	Iteration 23Q: 3 clusters Score -484166.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -484174.343750 Penalty: 4218.840820
	Iteration 24Q: 3 clusters Score -484174.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -484178.500000 Penalty: 4218.840820
	Iteration 25Q: 3 clusters Score -484178.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -484182.468750 Penalty: 4218.840820
	Iteration 26Q: 3 clusters Score -484182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -484183.562500 Penalty: 4218.840820
	Iteration 27Q: 3 clusters Score -484183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -484183.281250 Penalty: 4218.840820
	Iteration 28Q: 3 clusters Score -484183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -484183.281250 Penalty: 4218.840820
	Iteration 29F: 3 clusters Score -484183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -64251.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -64251.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62612.089844 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -62612.09 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62901.199219 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -62901.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62991.617188 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -62991.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63035.460938 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -63035.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63092.972656 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -63092.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63180.144531 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -63180.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63268.843750 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -63268.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63403.226562 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -63403.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63491.761719 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -63491.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63579.003906 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -63579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63642.210938 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -63642.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63716.570312 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -63716.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63787.273438 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -63787.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63884.757812 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -63884.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64014.152344 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -64014.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64075.382812 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -64075.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64083.601562 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -64083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64095.226562 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -64095.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64099.265625 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -64099.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64103.437500 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -64103.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64107.679688 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -64107.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64117.953125 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -64117.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64141.625000 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -64141.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64196.554688 Penalty: 3230.562256
	Iteration 23Q: 3 clusters Score -64196.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64228.269531 Penalty: 3230.562256
	Iteration 24Q: 3 clusters Score -64228.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64243.621094 Penalty: 3230.562256
	Iteration 25Q: 3 clusters Score -64243.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64245.250000 Penalty: 3230.562256
	Iteration 26Q: 3 clusters Score -64245.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64248.382812 Penalty: 3230.562256
	Iteration 27Q: 3 clusters Score -64248.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64259.621094 Penalty: 3230.562256
	Iteration 28Q: 3 clusters Score -64259.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64264.074219 Penalty: 3230.562256
	Iteration 29Q: 3 clusters Score -64264.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64272.304688 Penalty: 3230.562256
	Iteration 30Q: 3 clusters Score -64272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64283.292969 Penalty: 3230.562256
	Iteration 31Q: 3 clusters Score -64283.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64293.878906 Penalty: 3230.562256
	Iteration 32Q: 3 clusters Score -64293.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64297.535156 Penalty: 3230.562256
	Iteration 33Q: 3 clusters Score -64297.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64303.929688 Penalty: 3230.562256
	Iteration 34Q: 3 clusters Score -64303.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64303.929688 Penalty: 3230.562256
	Iteration 35F: 3 clusters Score -64303.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332728 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 20037 members 
Mstep: Class 7 contains 40884 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 16189 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118422 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80249 members 
Mstep: Class 29 contains 2900 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18968 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2013 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 242 members 
Entering Unmasked Estep 
Score: -110926568.000000 Penalty: 137178.328125
Splitting cluster 16 changes total score from -110928320.000000 to -110926568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -416140.906250 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -416140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -412313.187500 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -412313.2 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -413152.781250 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -413152.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -413320.656250 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -413320.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -413439.906250 Penalty: 4095.148438
	Iteration 3Q: 3 clusters Score -413439.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -413528.031250 Penalty: 4095.148438
	Iteration 4Q: 3 clusters Score -413528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -413620.843750 Penalty: 4095.148438
	Iteration 5Q: 3 clusters Score -413620.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -413689.593750 Penalty: 4095.148438
	Iteration 6Q: 3 clusters Score -413689.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -413778.718750 Penalty: 4095.148438
	Iteration 7Q: 3 clusters Score -413778.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -413866.968750 Penalty: 4095.148438
	Iteration 8Q: 3 clusters Score -413867 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -413943.718750 Penalty: 4095.148438
	Iteration 9Q: 3 clusters Score -413943.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -414020.500000 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -414020.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -414081.562500 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -414081.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -414149.500000 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -414149.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -414221.718750 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -414221.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -414274.062500 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -414274.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -414321.125000 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -414321.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -414361.781250 Penalty: 4095.148438
	Iteration 16Q: 3 clusters Score -414361.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -414392.875000 Penalty: 4095.148438
	Iteration 17Q: 3 clusters Score -414392.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -414420.156250 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -414420.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -414441.562500 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -414441.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -414462.906250 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -414462.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -414484.781250 Penalty: 4095.148438
	Iteration 21Q: 3 clusters Score -414484.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -414499.812500 Penalty: 4095.148438
	Iteration 22Q: 3 clusters Score -414499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -414512.125000 Penalty: 4095.148438
	Iteration 23Q: 3 clusters Score -414512.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -414525.125000 Penalty: 4095.148438
	Iteration 24Q: 3 clusters Score -414525.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -414540.281250 Penalty: 4095.148438
	Iteration 25Q: 3 clusters Score -414540.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -414553.187500 Penalty: 4095.148438
	Iteration 26Q: 3 clusters Score -414553.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -414567.593750 Penalty: 4095.148438
	Iteration 27Q: 3 clusters Score -414567.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -414579.593750 Penalty: 4095.148438
	Iteration 28Q: 3 clusters Score -414579.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -414591.812500 Penalty: 4095.148438
	Iteration 29Q: 3 clusters Score -414591.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -414604.437500 Penalty: 4095.148438
	Iteration 30Q: 3 clusters Score -414604.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -414613.906250 Penalty: 4095.148438
	Iteration 31Q: 3 clusters Score -414613.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -414620.562500 Penalty: 4095.148438
	Iteration 32Q: 3 clusters Score -414620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -414622.062500 Penalty: 4095.148438
	Iteration 33Q: 3 clusters Score -414622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -414624.312500 Penalty: 4095.148438
	Iteration 34Q: 3 clusters Score -414624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -414624.843750 Penalty: 4095.148438
	Iteration 35Q: 3 clusters Score -414624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -414626.406250 Penalty: 4095.148438
	Iteration 36Q: 3 clusters Score -414626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -414627.625000 Penalty: 4095.148438
	Iteration 37Q: 3 clusters Score -414627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -414628.812500 Penalty: 4095.148438
	Iteration 38Q: 3 clusters Score -414628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -414628.937500 Penalty: 4095.148438
	Iteration 39Q: 3 clusters Score -414628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -414628.500000 Penalty: 4095.148438
	Iteration 40F: 3 clusters Score -414628.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Entering Unmasked Estep 
Score: -1676429.500000 Penalty: 2386.597412
	Iteration 0F: 2 clusters Score -1676430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1665539.375000 Penalty: 4773.194824
	Iteration 0F: 3 clusters Score -1665539 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1669216.000000 Penalty: 4773.194824
	Iteration 1F: 3 clusters Score -1669216 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1669852.000000 Penalty: 4773.194824
	Iteration 2F: 3 clusters Score -1669852 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1670680.250000 Penalty: 4773.194824
	Iteration 3F: 3 clusters Score -1670680 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1671655.125000 Penalty: 4773.194824
	Iteration 4F: 3 clusters Score -1671655 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1672628.000000 Penalty: 4773.194824
	Iteration 5F: 3 clusters Score -1672628 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1673339.750000 Penalty: 4773.194824
	Iteration 6F: 3 clusters Score -1673340 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1673756.875000 Penalty: 4773.194824
	Iteration 7Q: 3 clusters Score -1673757 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1674036.750000 Penalty: 4773.194824
	Iteration 8Q: 3 clusters Score -1674037 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1674207.125000 Penalty: 4773.194824
	Iteration 9Q: 3 clusters Score -1674207 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1674337.375000 Penalty: 4773.194824
	Iteration 10Q: 3 clusters Score -1674337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1674439.500000 Penalty: 4773.194824
	Iteration 11Q: 3 clusters Score -1674440 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1674526.625000 Penalty: 4773.194824
	Iteration 12Q: 3 clusters Score -1674527 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1674628.625000 Penalty: 4773.194824
	Iteration 13Q: 3 clusters Score -1674629 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1674729.250000 Penalty: 4773.194824
	Iteration 14Q: 3 clusters Score -1674729 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1674812.000000 Penalty: 4773.194824
	Iteration 15Q: 3 clusters Score -1674812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1674929.125000 Penalty: 4773.194824
	Iteration 16Q: 3 clusters Score -1674929 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1675044.000000 Penalty: 4773.194824
	Iteration 17Q: 3 clusters Score -1675044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1675158.250000 Penalty: 4773.194824
	Iteration 18Q: 3 clusters Score -1675158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1675251.125000 Penalty: 4773.194824
	Iteration 19Q: 3 clusters Score -1675251 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1675316.250000 Penalty: 4773.194824
	Iteration 20F: 3 clusters Score -1675316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1675362.875000 Penalty: 4773.194824
	Iteration 21Q: 3 clusters Score -1675363 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1675406.375000 Penalty: 4773.194824
	Iteration 22Q: 3 clusters Score -1675406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1675446.500000 Penalty: 4773.194824
	Iteration 23Q: 3 clusters Score -1675446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1675490.750000 Penalty: 4773.194824
	Iteration 24Q: 3 clusters Score -1675491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1675516.625000 Penalty: 4773.194824
	Iteration 25Q: 3 clusters Score -1675517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1675532.875000 Penalty: 4773.194824
	Iteration 26Q: 3 clusters Score -1675533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1675539.750000 Penalty: 4773.194824
	Iteration 27Q: 3 clusters Score -1675540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1675547.500000 Penalty: 4773.194824
	Iteration 28Q: 3 clusters Score -1675548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1675550.000000 Penalty: 4773.194824
	Iteration 29Q: 3 clusters Score -1675550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1675556.250000 Penalty: 4773.194824
	Iteration 30Q: 3 clusters Score -1675556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1675560.875000 Penalty: 4773.194824
	Iteration 31Q: 3 clusters Score -1675561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1675564.000000 Penalty: 4773.194824
	Iteration 32Q: 3 clusters Score -1675564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1675568.000000 Penalty: 4773.194824
	Iteration 33Q: 3 clusters Score -1675568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1675569.875000 Penalty: 4773.194824
	Iteration 34Q: 3 clusters Score -1675570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1675570.750000 Penalty: 4773.194824
	Iteration 35Q: 3 clusters Score -1675571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1675571.500000 Penalty: 4773.194824
	Iteration 36Q: 3 clusters Score -1675572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1675574.500000 Penalty: 4773.194824
	Iteration 37Q: 3 clusters Score -1675574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1675573.125000 Penalty: 4773.194824
	Iteration 38Q: 3 clusters Score -1675573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1675576.125000 Penalty: 4773.194824
	Iteration 39Q: 3 clusters Score -1675576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1675577.500000 Penalty: 4773.194824
	Iteration 40F: 3 clusters Score -1675578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1675577.625000 Penalty: 4773.194824
	Iteration 41Q: 3 clusters Score -1675578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1675581.875000 Penalty: 4773.194824
	Iteration 42Q: 3 clusters Score -1675582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1675584.125000 Penalty: 4773.194824
	Iteration 43Q: 3 clusters Score -1675584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1675585.875000 Penalty: 4773.194824
	Iteration 44Q: 3 clusters Score -1675586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1675585.875000 Penalty: 4773.194824
	Iteration 45Q: 3 clusters Score -1675586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1675590.250000 Penalty: 4773.194824
	Iteration 46Q: 3 clusters Score -1675590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1675589.500000 Penalty: 4773.194824
	Iteration 47Q: 3 clusters Score -1675590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1675591.750000 Penalty: 4773.194824
	Iteration 48Q: 3 clusters Score -1675592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1675590.125000 Penalty: 4773.194824
	Iteration 49Q: 3 clusters Score -1675590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1675591.125000 Penalty: 4773.194824
	Iteration 50Q: 3 clusters Score -1675591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1675594.375000 Penalty: 4773.194824
	Iteration 51Q: 3 clusters Score -1675594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1675596.750000 Penalty: 4773.194824
	Iteration 52Q: 3 clusters Score -1675597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1675603.625000 Penalty: 4773.194824
	Iteration 53Q: 3 clusters Score -1675604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1675602.000000 Penalty: 4773.194824
	Iteration 54Q: 3 clusters Score -1675602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1675603.000000 Penalty: 4773.194824
	Iteration 55Q: 3 clusters Score -1675603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1675603.250000 Penalty: 4773.194824
	Iteration 56Q: 3 clusters Score -1675603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1675606.000000 Penalty: 4773.194824
	Iteration 57Q: 3 clusters Score -1675606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1675605.375000 Penalty: 4773.194824
	Iteration 58Q: 3 clusters Score -1675605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1675605.375000 Penalty: 4773.194824
	Iteration 59F: 3 clusters Score -1675605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Entering Unmasked Estep 
Score: -4660654.500000 Penalty: 2640.377930
	Iteration 0F: 2 clusters Score -4660654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4632182.000000 Penalty: 5280.755859
	Iteration 0F: 3 clusters Score -4632182 nChanged 19341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4642666.000000 Penalty: 5280.755859
	Iteration 1F: 3 clusters Score -4642666 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4643127.500000 Penalty: 5280.755859
	Iteration 2Q: 3 clusters Score -4643128 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4643531.000000 Penalty: 5280.755859
	Iteration 3Q: 3 clusters Score -4643531 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4643946.000000 Penalty: 5280.755859
	Iteration 4Q: 3 clusters Score -4643946 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4644446.000000 Penalty: 5280.755859
	Iteration 5Q: 3 clusters Score -4644446 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4645105.000000 Penalty: 5280.755859
	Iteration 6Q: 3 clusters Score -4645105 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4646133.500000 Penalty: 5280.755859
	Iteration 7Q: 3 clusters Score -4646134 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4647647.500000 Penalty: 5280.755859
	Iteration 8F: 3 clusters Score -4647648 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4649810.500000 Penalty: 5280.755859
	Iteration 9F: 3 clusters Score -4649810 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4652453.500000 Penalty: 5280.755859
	Iteration 10F: 3 clusters Score -4652454 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4654915.000000 Penalty: 5280.755859
	Iteration 11F: 3 clusters Score -4654915 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4656609.500000 Penalty: 5280.755859
	Iteration 12Q: 3 clusters Score -4656610 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -4657596.500000 Penalty: 5280.755859
	Iteration 13Q: 3 clusters Score -4657596 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4657976.500000 Penalty: 5280.755859
	Iteration 14Q: 3 clusters Score -4657976 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4658162.500000 Penalty: 5280.755859
	Iteration 15Q: 3 clusters Score -4658162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4658236.500000 Penalty: 5280.755859
	Iteration 16Q: 3 clusters Score -4658236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4658294.500000 Penalty: 5280.755859
	Iteration 17Q: 3 clusters Score -4658294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -4658323.500000 Penalty: 5280.755859
	Iteration 18Q: 3 clusters Score -4658324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4658334.000000 Penalty: 5280.755859
	Iteration 19Q: 3 clusters Score -4658334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -4658355.000000 Penalty: 5280.755859
	Iteration 20F: 3 clusters Score -4658355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4658359.000000 Penalty: 5280.755859
	Iteration 21Q: 3 clusters Score -4658359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -4658361.500000 Penalty: 5280.755859
	Iteration 22Q: 3 clusters Score -4658362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4658369.000000 Penalty: 5280.755859
	Iteration 23Q: 3 clusters Score -4658369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4658371.000000 Penalty: 5280.755859
	Iteration 24Q: 3 clusters Score -4658371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -4658374.500000 Penalty: 5280.755859
	Iteration 25Q: 3 clusters Score -4658374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -4658371.500000 Penalty: 5280.755859
	Iteration 26Q: 3 clusters Score -4658372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -4658371.500000 Penalty: 5280.755859
	Iteration 27F: 3 clusters Score -4658372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -432103.812500 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -432103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -428191.156250 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -428191.2 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -429038.468750 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -429038.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -429255.000000 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -429255 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -429394.562500 Penalty: 4108.236816
	Iteration 3F: 3 clusters Score -429394.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -429489.687500 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -429489.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -429566.593750 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -429566.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -429628.406250 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -429628.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -429678.312500 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -429678.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -429728.281250 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -429728.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -429775.531250 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -429775.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -429817.968750 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -429818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -429855.281250 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -429855.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -429886.750000 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -429886.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -429915.437500 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -429915.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -429934.468750 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -429934.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -429954.000000 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -429954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -429978.531250 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -429978.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -430005.000000 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -430005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -430031.000000 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -430031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -430053.812500 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -430053.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -430087.000000 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -430087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -430122.187500 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -430122.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -430154.343750 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -430154.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -430187.468750 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -430187.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -430206.906250 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -430206.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -430219.593750 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -430219.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -430231.750000 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -430231.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -430239.843750 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -430239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -430246.312500 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -430246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -430253.437500 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -430253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -430257.687500 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -430257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -430263.250000 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -430263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -430268.968750 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -430269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -430276.500000 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -430276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -430286.343750 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -430286.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -430294.718750 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -430294.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -430304.625000 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -430304.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -430315.781250 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -430315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -430324.781250 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -430324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -430334.312500 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -430334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -430344.375000 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -430344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -430352.656250 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -430352.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -430358.531250 Penalty: 4108.236816
	Iteration 42Q: 3 clusters Score -430358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -430360.062500 Penalty: 4108.236816
	Iteration 43Q: 3 clusters Score -430360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -430362.656250 Penalty: 4108.236816
	Iteration 44Q: 3 clusters Score -430362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -430362.656250 Penalty: 4108.236816
	Iteration 45F: 3 clusters Score -430362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -127861.078125 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -127861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125783.062500 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -125783.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126118.078125 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -126118.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -126286.656250 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -126286.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126388.945312 Penalty: 3498.578369
	Iteration 3F: 3 clusters Score -126388.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -126429.171875 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -126429.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126456.523438 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -126456.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126474.015625 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -126474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -126490.554688 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -126490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126504.460938 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -126504.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126523.789062 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -126523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126539.593750 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -126539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126549.882812 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -126549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126555.914062 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -126555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126562.078125 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -126562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126568.117188 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -126568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -126572.070312 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -126572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126574.968750 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -126575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126576.234375 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -126576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -126578.101562 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -126578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126586.695312 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -126586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -126591.070312 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -126591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -126594.570312 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -126594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -126595.523438 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -126595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -126597.625000 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -126597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -126600.656250 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -126600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126604.312500 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -126604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126604.312500 Penalty: 3498.578369
	Iteration 26F: 3 clusters Score -126604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Entering Unmasked Estep 
Score: -2034718.500000 Penalty: 2428.706055
	Iteration 0F: 2 clusters Score -2034718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2021924.875000 Penalty: 4857.412109
	Iteration 0F: 3 clusters Score -2021925 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2026067.125000 Penalty: 4857.412109
	Iteration 1F: 3 clusters Score -2026067 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2026497.375000 Penalty: 4857.412109
	Iteration 2F: 3 clusters Score -2026497 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2026924.250000 Penalty: 4857.412109
	Iteration 3F: 3 clusters Score -2026924 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2027332.125000 Penalty: 4857.412109
	Iteration 4Q: 3 clusters Score -2027332 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2027805.250000 Penalty: 4857.412109
	Iteration 5F: 3 clusters Score -2027805 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2028432.625000 Penalty: 4857.412109
	Iteration 6F: 3 clusters Score -2028433 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2029235.125000 Penalty: 4857.412109
	Iteration 7F: 3 clusters Score -2029235 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2030179.250000 Penalty: 4857.412109
	Iteration 8F: 3 clusters Score -2030179 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2031082.750000 Penalty: 4857.412109
	Iteration 9F: 3 clusters Score -2031083 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2031715.000000 Penalty: 4857.412109
	Iteration 10Q: 3 clusters Score -2031715 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2032065.625000 Penalty: 4857.412109
	Iteration 11Q: 3 clusters Score -2032066 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2032236.375000 Penalty: 4857.412109
	Iteration 12Q: 3 clusters Score -2032236 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2032312.750000 Penalty: 4857.412109
	Iteration 13Q: 3 clusters Score -2032313 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2032358.625000 Penalty: 4857.412109
	Iteration 14Q: 3 clusters Score -2032359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2032390.875000 Penalty: 4857.412109
	Iteration 15Q: 3 clusters Score -2032391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2032411.500000 Penalty: 4857.412109
	Iteration 16Q: 3 clusters Score -2032412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2032423.000000 Penalty: 4857.412109
	Iteration 17Q: 3 clusters Score -2032423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2032432.500000 Penalty: 4857.412109
	Iteration 18Q: 3 clusters Score -2032432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2032444.625000 Penalty: 4857.412109
	Iteration 19Q: 3 clusters Score -2032445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2032457.375000 Penalty: 4857.412109
	Iteration 20F: 3 clusters Score -2032457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2032472.000000 Penalty: 4857.412109
	Iteration 21Q: 3 clusters Score -2032472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2032477.125000 Penalty: 4857.412109
	Iteration 22Q: 3 clusters Score -2032477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2032490.250000 Penalty: 4857.412109
	Iteration 23Q: 3 clusters Score -2032490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2032492.500000 Penalty: 4857.412109
	Iteration 24Q: 3 clusters Score -2032492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2032502.625000 Penalty: 4857.412109
	Iteration 25Q: 3 clusters Score -2032503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2032508.750000 Penalty: 4857.412109
	Iteration 26Q: 3 clusters Score -2032509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2032513.750000 Penalty: 4857.412109
	Iteration 27Q: 3 clusters Score -2032514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2032514.250000 Penalty: 4857.412109
	Iteration 28Q: 3 clusters Score -2032514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2032523.125000 Penalty: 4857.412109
	Iteration 29Q: 3 clusters Score -2032523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2032524.625000 Penalty: 4857.412109
	Iteration 30Q: 3 clusters Score -2032525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2032528.250000 Penalty: 4857.412109
	Iteration 31Q: 3 clusters Score -2032528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2032529.125000 Penalty: 4857.412109
	Iteration 32Q: 3 clusters Score -2032529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2032531.375000 Penalty: 4857.412109
	Iteration 33Q: 3 clusters Score -2032531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2032531.250000 Penalty: 4857.412109
	Iteration 34Q: 3 clusters Score -2032531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2032533.625000 Penalty: 4857.412109
	Iteration 35Q: 3 clusters Score -2032534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2032534.125000 Penalty: 4857.412109
	Iteration 36Q: 3 clusters Score -2032534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2032538.000000 Penalty: 4857.412109
	Iteration 37Q: 3 clusters Score -2032538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2032538.375000 Penalty: 4857.412109
	Iteration 38Q: 3 clusters Score -2032538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2032540.875000 Penalty: 4857.412109
	Iteration 39Q: 3 clusters Score -2032541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2032538.875000 Penalty: 4857.412109
	Iteration 40F: 3 clusters Score -2032539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2032541.250000 Penalty: 4857.412109
	Iteration 41Q: 3 clusters Score -2032541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2032543.625000 Penalty: 4857.412109
	Iteration 42Q: 3 clusters Score -2032544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2032542.750000 Penalty: 4857.412109
	Iteration 43Q: 3 clusters Score -2032543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2032540.500000 Penalty: 4857.412109
	Iteration 44Q: 3 clusters Score -2032540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2032544.000000 Penalty: 4857.412109
	Iteration 45Q: 3 clusters Score -2032544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2032548.875000 Penalty: 4857.412109
	Iteration 46Q: 3 clusters Score -2032549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2032546.000000 Penalty: 4857.412109
	Iteration 47Q: 3 clusters Score -2032546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2032549.875000 Penalty: 4857.412109
	Iteration 48Q: 3 clusters Score -2032550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2032548.375000 Penalty: 4857.412109
	Iteration 49Q: 3 clusters Score -2032548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2032553.125000 Penalty: 4857.412109
	Iteration 50Q: 3 clusters Score -2032553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2032559.375000 Penalty: 4857.412109
	Iteration 51Q: 3 clusters Score -2032559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2032557.000000 Penalty: 4857.412109
	Iteration 52Q: 3 clusters Score -2032557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2032562.250000 Penalty: 4857.412109
	Iteration 53Q: 3 clusters Score -2032562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2032564.000000 Penalty: 4857.412109
	Iteration 54Q: 3 clusters Score -2032564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2032566.000000 Penalty: 4857.412109
	Iteration 55Q: 3 clusters Score -2032566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2032568.750000 Penalty: 4857.412109
	Iteration 56Q: 3 clusters Score -2032569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2032568.375000 Penalty: 4857.412109
	Iteration 57Q: 3 clusters Score -2032568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2032575.500000 Penalty: 4857.412109
	Iteration 58Q: 3 clusters Score -2032576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2032575.375000 Penalty: 4857.412109
	Iteration 59Q: 3 clusters Score -2032575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2032576.500000 Penalty: 4857.412109
	Iteration 60F: 3 clusters Score -2032576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2032572.875000 Penalty: 4857.412109
	Iteration 61Q: 3 clusters Score -2032573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2032577.375000 Penalty: 4857.412109
	Iteration 62Q: 3 clusters Score -2032577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2032579.750000 Penalty: 4857.412109
	Iteration 63Q: 3 clusters Score -2032580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2032584.000000 Penalty: 4857.412109
	Iteration 64Q: 3 clusters Score -2032584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2032580.250000 Penalty: 4857.412109
	Iteration 65Q: 3 clusters Score -2032580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2032581.750000 Penalty: 4857.412109
	Iteration 66Q: 3 clusters Score -2032582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2032581.250000 Penalty: 4857.412109
	Iteration 67Q: 3 clusters Score -2032581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2032580.375000 Penalty: 4857.412109
	Iteration 68Q: 3 clusters Score -2032580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2032578.125000 Penalty: 4857.412109
	Iteration 69Q: 3 clusters Score -2032578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2032578.500000 Penalty: 4857.412109
	Iteration 70Q: 3 clusters Score -2032578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2032578.250000 Penalty: 4857.412109
	Iteration 71Q: 3 clusters Score -2032578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2032580.250000 Penalty: 4857.412109
	Iteration 72Q: 3 clusters Score -2032580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2032583.500000 Penalty: 4857.412109
	Iteration 73Q: 3 clusters Score -2032584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2032584.750000 Penalty: 4857.412109
	Iteration 74Q: 3 clusters Score -2032585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2032585.250000 Penalty: 4857.412109
	Iteration 75Q: 3 clusters Score -2032585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2032583.500000 Penalty: 4857.412109
	Iteration 76Q: 3 clusters Score -2032584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2032583.375000 Penalty: 4857.412109
	Iteration 77Q: 3 clusters Score -2032583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2032583.375000 Penalty: 4857.412109
	Iteration 78Q: 3 clusters Score -2032583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2032583.625000 Penalty: 4857.412109
	Iteration 79Q: 3 clusters Score -2032584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2032585.500000 Penalty: 4857.412109
	Iteration 80F: 3 clusters Score -2032586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2032585.500000 Penalty: 4857.412109
	Iteration 81Q: 3 clusters Score -2032586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2032583.375000 Penalty: 4857.412109
	Iteration 82Q: 3 clusters Score -2032583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2032583.375000 Penalty: 4857.412109
	Iteration 83F: 3 clusters Score -2032583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -138753.546875 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -138753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136595.109375 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -136595.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137035.328125 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -137035.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137145.609375 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -137145.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -137189.156250 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -137189.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137218.546875 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -137218.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -137238.062500 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -137238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137252.703125 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -137252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137259.265625 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -137259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137265.343750 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -137265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -137267.593750 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -137267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -137271.265625 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -137271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -137280.468750 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -137280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137289.859375 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -137289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -137302.421875 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -137302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -137318.140625 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -137318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -137331.406250 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -137331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -137342.187500 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -137342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -137349.125000 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -137349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137353.750000 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -137353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -137367.156250 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -137367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137372.562500 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -137372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -137378.625000 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -137378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137385.109375 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -137385.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -137391.437500 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -137391.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -137399.390625 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -137399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -137405.109375 Penalty: 3574.363281
	Iteration 25Q: 3 clusters Score -137405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137410.390625 Penalty: 3574.363281
	Iteration 26Q: 3 clusters Score -137410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -137416.421875 Penalty: 3574.363281
	Iteration 27Q: 3 clusters Score -137416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -137433.718750 Penalty: 3574.363281
	Iteration 28Q: 3 clusters Score -137433.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -137448.859375 Penalty: 3574.363281
	Iteration 29Q: 3 clusters Score -137448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -137464.312500 Penalty: 3574.363281
	Iteration 30Q: 3 clusters Score -137464.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -137483.578125 Penalty: 3574.363281
	Iteration 31Q: 3 clusters Score -137483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -137500.718750 Penalty: 3574.363281
	Iteration 32Q: 3 clusters Score -137500.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -137515.453125 Penalty: 3574.363281
	Iteration 33Q: 3 clusters Score -137515.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -137530.796875 Penalty: 3574.363281
	Iteration 34Q: 3 clusters Score -137530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -137541.500000 Penalty: 3574.363281
	Iteration 35Q: 3 clusters Score -137541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -137559.265625 Penalty: 3574.363281
	Iteration 36Q: 3 clusters Score -137559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -137582.531250 Penalty: 3574.363281
	Iteration 37Q: 3 clusters Score -137582.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -137611.250000 Penalty: 3574.363281
	Iteration 38Q: 3 clusters Score -137611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -137639.015625 Penalty: 3574.363281
	Iteration 39Q: 3 clusters Score -137639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -137655.703125 Penalty: 3574.363281
	Iteration 40F: 3 clusters Score -137655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -137673.484375 Penalty: 3574.363281
	Iteration 41Q: 3 clusters Score -137673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -137693.000000 Penalty: 3574.363281
	Iteration 42Q: 3 clusters Score -137693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -137720.250000 Penalty: 3574.363281
	Iteration 43Q: 3 clusters Score -137720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -137734.796875 Penalty: 3574.363281
	Iteration 44Q: 3 clusters Score -137734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -137746.984375 Penalty: 3574.363281
	Iteration 45Q: 3 clusters Score -137747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -137753.500000 Penalty: 3574.363281
	Iteration 46Q: 3 clusters Score -137753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -137759.859375 Penalty: 3574.363281
	Iteration 47Q: 3 clusters Score -137759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -137763.640625 Penalty: 3574.363281
	Iteration 48Q: 3 clusters Score -137763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -137763.640625 Penalty: 3574.363281
	Iteration 49F: 3 clusters Score -137763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (118422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Entering Unmasked Estep 
Score: -13430112.000000 Penalty: 2897.138428
	Iteration 0F: 2 clusters Score -1.343011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -13350627.000000 Penalty: 5794.276855
	Iteration 0F: 3 clusters Score -1.335063e+07 nChanged 56374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -13383366.000000 Penalty: 5794.276855
	Iteration 1F: 3 clusters Score -1.338337e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -13384949.000000 Penalty: 5794.276855
	Iteration 2Q: 3 clusters Score -1.338495e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -13387449.000000 Penalty: 5794.276855
	Iteration 3Q: 3 clusters Score -1.338745e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -13391502.000000 Penalty: 5794.276855
	Iteration 4F: 3 clusters Score -1.33915e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -13397542.000000 Penalty: 5794.276855
	Iteration 5F: 3 clusters Score -1.339754e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -13405647.000000 Penalty: 5794.276855
	Iteration 6F: 3 clusters Score -1.340565e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 102916 members 
Entering Unmasked Estep 
Score: -13413694.000000 Penalty: 5794.276855
	Iteration 7F: 3 clusters Score -1.341369e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -13420115.000000 Penalty: 5794.276855
	Iteration 8F: 3 clusters Score -1.342012e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -13424242.000000 Penalty: 5794.276855
	Iteration 9Q: 3 clusters Score -1.342424e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -13426221.000000 Penalty: 5794.276855
	Iteration 10Q: 3 clusters Score -1.342622e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 117219 members 
Entering Unmasked Estep 
Score: -13427103.000000 Penalty: 5794.276855
	Iteration 11Q: 3 clusters Score -1.34271e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 117593 members 
Entering Unmasked Estep 
Score: -13427413.000000 Penalty: 5794.276855
	Iteration 12Q: 3 clusters Score -1.342741e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 117742 members 
Entering Unmasked Estep 
Score: -13427627.000000 Penalty: 5794.276855
	Iteration 13Q: 3 clusters Score -1.342763e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -13427759.000000 Penalty: 5794.276855
	Iteration 14Q: 3 clusters Score -1.342776e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -13427881.000000 Penalty: 5794.276855
	Iteration 15Q: 3 clusters Score -1.342788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -13427962.000000 Penalty: 5794.276855
	Iteration 16Q: 3 clusters Score -1.342796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -13428054.000000 Penalty: 5794.276855
	Iteration 17Q: 3 clusters Score -1.342805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -13428100.000000 Penalty: 5794.276855
	Iteration 18Q: 3 clusters Score -1.34281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 117871 members 
Entering Unmasked Estep 
Score: -13428128.000000 Penalty: 5794.276855
	Iteration 19Q: 3 clusters Score -1.342813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 117848 members 
Entering Unmasked Estep 
Score: -13428154.000000 Penalty: 5794.276855
	Iteration 20F: 3 clusters Score -1.342815e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -13428205.000000 Penalty: 5794.276855
	Iteration 21Q: 3 clusters Score -1.34282e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -13428207.000000 Penalty: 5794.276855
	Iteration 22Q: 3 clusters Score -1.342821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 117776 members 
Entering Unmasked Estep 
Score: -13428222.000000 Penalty: 5794.276855
	Iteration 23Q: 3 clusters Score -1.342822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 117757 members 
Entering Unmasked Estep 
Score: -13428257.000000 Penalty: 5794.276855
	Iteration 24Q: 3 clusters Score -1.342826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -13428266.000000 Penalty: 5794.276855
	Iteration 25Q: 3 clusters Score -1.342827e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -13428294.000000 Penalty: 5794.276855
	Iteration 26Q: 3 clusters Score -1.342829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 117670 members 
Entering Unmasked Estep 
Score: -13428300.000000 Penalty: 5794.276855
	Iteration 27Q: 3 clusters Score -1.34283e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -13428324.000000 Penalty: 5794.276855
	Iteration 28Q: 3 clusters Score -1.342832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -13428358.000000 Penalty: 5794.276855
	Iteration 29Q: 3 clusters Score -1.342836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -13428385.000000 Penalty: 5794.276855
	Iteration 30Q: 3 clusters Score -1.342838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -13428407.000000 Penalty: 5794.276855
	Iteration 31Q: 3 clusters Score -1.342841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -13428422.000000 Penalty: 5794.276855
	Iteration 32Q: 3 clusters Score -1.342842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -13428424.000000 Penalty: 5794.276855
	Iteration 33Q: 3 clusters Score -1.342842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -13428426.000000 Penalty: 5794.276855
	Iteration 34Q: 3 clusters Score -1.342843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -13428433.000000 Penalty: 5794.276855
	Iteration 35Q: 3 clusters Score -1.342843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -13428428.000000 Penalty: 5794.276855
	Iteration 36Q: 3 clusters Score -1.342843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -13428432.000000 Penalty: 5794.276855
	Iteration 37Q: 3 clusters Score -1.342843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 117474 members 
Entering Unmasked Estep 
Score: -13428441.000000 Penalty: 5794.276855
	Iteration 38Q: 3 clusters Score -1.342844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -13428459.000000 Penalty: 5794.276855
	Iteration 39Q: 3 clusters Score -1.342846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -13428453.000000 Penalty: 5794.276855
	Iteration 40F: 3 clusters Score -1.342845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -13428473.000000 Penalty: 5794.276855
	Iteration 41Q: 3 clusters Score -1.342847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 117428 members 
Entering Unmasked Estep 
Score: -13428478.000000 Penalty: 5794.276855
	Iteration 42Q: 3 clusters Score -1.342848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -13428480.000000 Penalty: 5794.276855
	Iteration 43Q: 3 clusters Score -1.342848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -13428485.000000 Penalty: 5794.276855
	Iteration 44Q: 3 clusters Score -1.342848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -13428496.000000 Penalty: 5794.276855
	Iteration 45Q: 3 clusters Score -1.34285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -13428499.000000 Penalty: 5794.276855
	Iteration 46Q: 3 clusters Score -1.34285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -13428492.000000 Penalty: 5794.276855
	Iteration 47Q: 3 clusters Score -1.342849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -13428487.000000 Penalty: 5794.276855
	Iteration 48Q: 3 clusters Score -1.342849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 117404 members 
Entering Unmasked Estep 
Score: -13428486.000000 Penalty: 5794.276855
	Iteration 49Q: 3 clusters Score -1.342849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -13428505.000000 Penalty: 5794.276855
	Iteration 50Q: 3 clusters Score -1.34285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -13428505.000000 Penalty: 5794.276855
	Iteration 51Q: 3 clusters Score -1.34285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -13428505.000000 Penalty: 5794.276855
	Iteration 52Q: 3 clusters Score -1.34285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -13428509.000000 Penalty: 5794.276855
	Iteration 53Q: 3 clusters Score -1.342851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -13428511.000000 Penalty: 5794.276855
	Iteration 54Q: 3 clusters Score -1.342851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -13428508.000000 Penalty: 5794.276855
	Iteration 55Q: 3 clusters Score -1.342851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -13428506.000000 Penalty: 5794.276855
	Iteration 56Q: 3 clusters Score -1.342851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -13428502.000000 Penalty: 5794.276855
	Iteration 57Q: 3 clusters Score -1.34285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -13428506.000000 Penalty: 5794.276855
	Iteration 58Q: 3 clusters Score -1.342851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -13428512.000000 Penalty: 5794.276855
	Iteration 59Q: 3 clusters Score -1.342851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -13428511.000000 Penalty: 5794.276855
	Iteration 60F: 3 clusters Score -1.342851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -13428513.000000 Penalty: 5794.276855
	Iteration 61Q: 3 clusters Score -1.342851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -13428507.000000 Penalty: 5794.276855
	Iteration 62Q: 3 clusters Score -1.342851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -13428518.000000 Penalty: 5794.276855
	Iteration 63Q: 3 clusters Score -1.342852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -13428511.000000 Penalty: 5794.276855
	Iteration 64Q: 3 clusters Score -1.342851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -13428504.000000 Penalty: 5794.276855
	Iteration 65Q: 3 clusters Score -1.34285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -13428509.000000 Penalty: 5794.276855
	Iteration 66Q: 3 clusters Score -1.342851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -13428509.000000 Penalty: 5794.276855
	Iteration 67F: 3 clusters Score -1.342851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -802555.250000 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -802555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -796634.062500 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -796634.1 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -798138.000000 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -798138 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -798402.500000 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -798402.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -798575.000000 Penalty: 4406.216797
	Iteration 3F: 3 clusters Score -798575 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -798697.750000 Penalty: 4406.216797
	Iteration 4Q: 3 clusters Score -798697.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -798771.750000 Penalty: 4406.216797
	Iteration 5Q: 3 clusters Score -798771.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -798818.875000 Penalty: 4406.216797
	Iteration 6Q: 3 clusters Score -798818.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -798861.875000 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -798861.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -798911.562500 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -798911.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -798980.750000 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -798980.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -799053.375000 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -799053.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -799140.875000 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -799140.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -799224.812500 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -799224.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -799322.937500 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -799322.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -799452.437500 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -799452.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -799573.562500 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -799573.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -799680.812500 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -799680.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -799800.687500 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -799800.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -799925.250000 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -799925.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -800035.375000 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -800035.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -800158.000000 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -800158 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -800262.500000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -800262.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -800354.375000 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -800354.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -800419.812500 Penalty: 4406.216797
	Iteration 23Q: 3 clusters Score -800419.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -800472.187500 Penalty: 4406.216797
	Iteration 24Q: 3 clusters Score -800472.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -800515.062500 Penalty: 4406.216797
	Iteration 25Q: 3 clusters Score -800515.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -800563.125000 Penalty: 4406.216797
	Iteration 26Q: 3 clusters Score -800563.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -800597.375000 Penalty: 4406.216797
	Iteration 27Q: 3 clusters Score -800597.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -800616.500000 Penalty: 4406.216797
	Iteration 28Q: 3 clusters Score -800616.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -800631.875000 Penalty: 4406.216797
	Iteration 29Q: 3 clusters Score -800631.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -800645.250000 Penalty: 4406.216797
	Iteration 30Q: 3 clusters Score -800645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -800660.375000 Penalty: 4406.216797
	Iteration 31Q: 3 clusters Score -800660.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -800672.687500 Penalty: 4406.216797
	Iteration 32Q: 3 clusters Score -800672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -800678.062500 Penalty: 4406.216797
	Iteration 33Q: 3 clusters Score -800678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -800686.312500 Penalty: 4406.216797
	Iteration 34Q: 3 clusters Score -800686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -800692.625000 Penalty: 4406.216797
	Iteration 35Q: 3 clusters Score -800692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -800696.937500 Penalty: 4406.216797
	Iteration 36Q: 3 clusters Score -800696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -800703.812500 Penalty: 4406.216797
	Iteration 37Q: 3 clusters Score -800703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -800707.875000 Penalty: 4406.216797
	Iteration 38Q: 3 clusters Score -800707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -800711.437500 Penalty: 4406.216797
	Iteration 39Q: 3 clusters Score -800711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -800714.875000 Penalty: 4406.216797
	Iteration 40F: 3 clusters Score -800714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -800717.437500 Penalty: 4406.216797
	Iteration 41Q: 3 clusters Score -800717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -800719.500000 Penalty: 4406.216797
	Iteration 42Q: 3 clusters Score -800719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -800722.062500 Penalty: 4406.216797
	Iteration 43Q: 3 clusters Score -800722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -800723.812500 Penalty: 4406.216797
	Iteration 44Q: 3 clusters Score -800723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -800724.187500 Penalty: 4406.216797
	Iteration 45Q: 3 clusters Score -800724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -800728.687500 Penalty: 4406.216797
	Iteration 46Q: 3 clusters Score -800728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -800729.375000 Penalty: 4406.216797
	Iteration 47Q: 3 clusters Score -800729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -800732.625000 Penalty: 4406.216797
	Iteration 48Q: 3 clusters Score -800732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -800736.937500 Penalty: 4406.216797
	Iteration 49Q: 3 clusters Score -800736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -800738.875000 Penalty: 4406.216797
	Iteration 50Q: 3 clusters Score -800738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -800738.437500 Penalty: 4406.216797
	Iteration 51Q: 3 clusters Score -800738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -800738.437500 Penalty: 4406.216797
	Iteration 52F: 3 clusters Score -800738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -405423.593750 Penalty: 2039.259888
	Iteration 0F: 2 clusters Score -405423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -401741.656250 Penalty: 4078.519775
	Iteration 0F: 3 clusters Score -401741.7 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -402609.968750 Penalty: 4078.519775
	Iteration 1F: 3 clusters Score -402610 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -402941.000000 Penalty: 4078.519775
	Iteration 2F: 3 clusters Score -402941 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -403251.593750 Penalty: 4078.519775
	Iteration 3F: 3 clusters Score -403251.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -403529.531250 Penalty: 4078.519775
	Iteration 4F: 3 clusters Score -403529.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -403805.875000 Penalty: 4078.519775
	Iteration 5F: 3 clusters Score -403805.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -404109.468750 Penalty: 4078.519775
	Iteration 6F: 3 clusters Score -404109.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -404351.062500 Penalty: 4078.519775
	Iteration 7F: 3 clusters Score -404351.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -404529.750000 Penalty: 4078.519775
	Iteration 8Q: 3 clusters Score -404529.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -404690.250000 Penalty: 4078.519775
	Iteration 9Q: 3 clusters Score -404690.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -404796.031250 Penalty: 4078.519775
	Iteration 10Q: 3 clusters Score -404796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -404877.656250 Penalty: 4078.519775
	Iteration 11Q: 3 clusters Score -404877.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -404955.281250 Penalty: 4078.519775
	Iteration 12Q: 3 clusters Score -404955.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -405027.875000 Penalty: 4078.519775
	Iteration 13Q: 3 clusters Score -405027.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -405110.343750 Penalty: 4078.519775
	Iteration 14Q: 3 clusters Score -405110.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -405167.562500 Penalty: 4078.519775
	Iteration 15Q: 3 clusters Score -405167.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -405215.156250 Penalty: 4078.519775
	Iteration 16Q: 3 clusters Score -405215.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -405234.156250 Penalty: 4078.519775
	Iteration 17Q: 3 clusters Score -405234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -405252.031250 Penalty: 4078.519775
	Iteration 18Q: 3 clusters Score -405252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -405268.750000 Penalty: 4078.519775
	Iteration 19Q: 3 clusters Score -405268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -405279.031250 Penalty: 4078.519775
	Iteration 20F: 3 clusters Score -405279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -405287.843750 Penalty: 4078.519775
	Iteration 21Q: 3 clusters Score -405287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -405290.281250 Penalty: 4078.519775
	Iteration 22Q: 3 clusters Score -405290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -405293.250000 Penalty: 4078.519775
	Iteration 23Q: 3 clusters Score -405293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -405295.093750 Penalty: 4078.519775
	Iteration 24Q: 3 clusters Score -405295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -405301.343750 Penalty: 4078.519775
	Iteration 25Q: 3 clusters Score -405301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -405307.812500 Penalty: 4078.519775
	Iteration 26Q: 3 clusters Score -405307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -405313.718750 Penalty: 4078.519775
	Iteration 27Q: 3 clusters Score -405313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -405320.312500 Penalty: 4078.519775
	Iteration 28Q: 3 clusters Score -405320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -405323.687500 Penalty: 4078.519775
	Iteration 29Q: 3 clusters Score -405323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -405324.718750 Penalty: 4078.519775
	Iteration 30Q: 3 clusters Score -405324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -405325.218750 Penalty: 4078.519775
	Iteration 31Q: 3 clusters Score -405325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -405326.250000 Penalty: 4078.519775
	Iteration 32Q: 3 clusters Score -405326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -405326.250000 Penalty: 4078.519775
	Iteration 33F: 3 clusters Score -405326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -39899.535156 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -39899.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38469.097656 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -38469.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38656.910156 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -38656.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38729.496094 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -38729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38760.820312 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -38760.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38770.730469 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -38770.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38770.730469 Penalty: 3017.911621
	Iteration 5F: 3 clusters Score -38770.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Entering Unmasked Estep 
Score: -9109784.000000 Penalty: 2800.636719
	Iteration 0F: 2 clusters Score -9109784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -9055832.000000 Penalty: 5601.273438
	Iteration 0F: 3 clusters Score -9055832 nChanged 37895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9077234.000000 Penalty: 5601.273438
	Iteration 1F: 3 clusters Score -9077234 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -9077811.000000 Penalty: 5601.273438
	Iteration 2Q: 3 clusters Score -9077811 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -9078341.000000 Penalty: 5601.273438
	Iteration 3Q: 3 clusters Score -9078341 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -9078959.000000 Penalty: 5601.273438
	Iteration 4Q: 3 clusters Score -9078959 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -9079608.000000 Penalty: 5601.273438
	Iteration 5Q: 3 clusters Score -9079608 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -9080435.000000 Penalty: 5601.273438
	Iteration 6Q: 3 clusters Score -9080435 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -9081499.000000 Penalty: 5601.273438
	Iteration 7Q: 3 clusters Score -9081499 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -9083059.000000 Penalty: 5601.273438
	Iteration 8Q: 3 clusters Score -9083059 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -9085148.000000 Penalty: 5601.273438
	Iteration 9Q: 3 clusters Score -9085148 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -9087926.000000 Penalty: 5601.273438
	Iteration 10F: 3 clusters Score -9087926 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -9090705.000000 Penalty: 5601.273438
	Iteration 11F: 3 clusters Score -9090705 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9092996.000000 Penalty: 5601.273438
	Iteration 12Q: 3 clusters Score -9092996 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -9094266.000000 Penalty: 5601.273438
	Iteration 13Q: 3 clusters Score -9094266 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -9094763.000000 Penalty: 5601.273438
	Iteration 14Q: 3 clusters Score -9094763 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -9095186.000000 Penalty: 5601.273438
	Iteration 15Q: 3 clusters Score -9095186 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -9095542.000000 Penalty: 5601.273438
	Iteration 16Q: 3 clusters Score -9095542 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -9095972.000000 Penalty: 5601.273438
	Iteration 17Q: 3 clusters Score -9095972 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -9096399.000000 Penalty: 5601.273438
	Iteration 18Q: 3 clusters Score -9096399 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -9096795.000000 Penalty: 5601.273438
	Iteration 19Q: 3 clusters Score -9096795 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -9097258.000000 Penalty: 5601.273438
	Iteration 20F: 3 clusters Score -9097258 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -9097788.000000 Penalty: 5601.273438
	Iteration 21Q: 3 clusters Score -9097788 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -9098329.000000 Penalty: 5601.273438
	Iteration 22Q: 3 clusters Score -9098329 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -9098932.000000 Penalty: 5601.273438
	Iteration 23Q: 3 clusters Score -9098932 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -9099619.000000 Penalty: 5601.273438
	Iteration 24Q: 3 clusters Score -9099619 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -9100334.000000 Penalty: 5601.273438
	Iteration 25Q: 3 clusters Score -9100334 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -9101083.000000 Penalty: 5601.273438
	Iteration 26Q: 3 clusters Score -9101083 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -9101843.000000 Penalty: 5601.273438
	Iteration 27Q: 3 clusters Score -9101843 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -9102582.000000 Penalty: 5601.273438
	Iteration 28Q: 3 clusters Score -9102582 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -9103268.000000 Penalty: 5601.273438
	Iteration 29Q: 3 clusters Score -9103268 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -9103981.000000 Penalty: 5601.273438
	Iteration 30Q: 3 clusters Score -9103981 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9104587.000000 Penalty: 5601.273438
	Iteration 31Q: 3 clusters Score -9104587 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -9105224.000000 Penalty: 5601.273438
	Iteration 32Q: 3 clusters Score -9105224 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -9105756.000000 Penalty: 5601.273438
	Iteration 33Q: 3 clusters Score -9105756 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -9106158.000000 Penalty: 5601.273438
	Iteration 34Q: 3 clusters Score -9106158 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -9106485.000000 Penalty: 5601.273438
	Iteration 35Q: 3 clusters Score -9106485 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -9106695.000000 Penalty: 5601.273438
	Iteration 36Q: 3 clusters Score -9106695 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -9106861.000000 Penalty: 5601.273438
	Iteration 37Q: 3 clusters Score -9106861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -9106960.000000 Penalty: 5601.273438
	Iteration 38Q: 3 clusters Score -9106960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -9107037.000000 Penalty: 5601.273438
	Iteration 39Q: 3 clusters Score -9107037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -9107113.000000 Penalty: 5601.273438
	Iteration 40F: 3 clusters Score -9107113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -9107161.000000 Penalty: 5601.273438
	Iteration 41Q: 3 clusters Score -9107161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9107192.000000 Penalty: 5601.273438
	Iteration 42Q: 3 clusters Score -9107192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -9107223.000000 Penalty: 5601.273438
	Iteration 43Q: 3 clusters Score -9107223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -9107243.000000 Penalty: 5601.273438
	Iteration 44Q: 3 clusters Score -9107243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -9107265.000000 Penalty: 5601.273438
	Iteration 45Q: 3 clusters Score -9107265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -9107268.000000 Penalty: 5601.273438
	Iteration 46Q: 3 clusters Score -9107268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -9107280.000000 Penalty: 5601.273438
	Iteration 47Q: 3 clusters Score -9107280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -9107281.000000 Penalty: 5601.273438
	Iteration 48Q: 3 clusters Score -9107281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -9107279.000000 Penalty: 5601.273438
	Iteration 49Q: 3 clusters Score -9107279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -9107288.000000 Penalty: 5601.273438
	Iteration 50Q: 3 clusters Score -9107288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -9107297.000000 Penalty: 5601.273438
	Iteration 51Q: 3 clusters Score -9107297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -9107304.000000 Penalty: 5601.273438
	Iteration 52Q: 3 clusters Score -9107304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -9107306.000000 Penalty: 5601.273438
	Iteration 53Q: 3 clusters Score -9107306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -9107316.000000 Penalty: 5601.273438
	Iteration 54Q: 3 clusters Score -9107316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -9107311.000000 Penalty: 5601.273438
	Iteration 55Q: 3 clusters Score -9107311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -9107319.000000 Penalty: 5601.273438
	Iteration 56Q: 3 clusters Score -9107319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9107313.000000 Penalty: 5601.273438
	Iteration 57Q: 3 clusters Score -9107313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -9107315.000000 Penalty: 5601.273438
	Iteration 58Q: 3 clusters Score -9107315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -9107321.000000 Penalty: 5601.273438
	Iteration 59Q: 3 clusters Score -9107321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -9107321.000000 Penalty: 5601.273438
	Iteration 60F: 3 clusters Score -9107321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Entering Unmasked Estep 
Score: -286787.906250 Penalty: 1977.171509
	Iteration 0F: 2 clusters Score -286787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -283616.156250 Penalty: 3954.343018
	Iteration 0F: 3 clusters Score -283616.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -284289.593750 Penalty: 3954.343018
	Iteration 1F: 3 clusters Score -284289.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -284465.093750 Penalty: 3954.343018
	Iteration 2F: 3 clusters Score -284465.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -284576.906250 Penalty: 3954.343018
	Iteration 3F: 3 clusters Score -284576.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -284653.281250 Penalty: 3954.343018
	Iteration 4Q: 3 clusters Score -284653.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -284738.781250 Penalty: 3954.343018
	Iteration 5Q: 3 clusters Score -284738.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -284821.250000 Penalty: 3954.343018
	Iteration 6Q: 3 clusters Score -284821.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -284898.781250 Penalty: 3954.343018
	Iteration 7Q: 3 clusters Score -284898.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -285034.406250 Penalty: 3954.343018
	Iteration 8Q: 3 clusters Score -285034.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -285167.656250 Penalty: 3954.343018
	Iteration 9Q: 3 clusters Score -285167.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -285308.093750 Penalty: 3954.343018
	Iteration 10Q: 3 clusters Score -285308.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -285451.437500 Penalty: 3954.343018
	Iteration 11Q: 3 clusters Score -285451.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -285623.875000 Penalty: 3954.343018
	Iteration 12Q: 3 clusters Score -285623.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -285795.656250 Penalty: 3954.343018
	Iteration 13Q: 3 clusters Score -285795.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -285936.156250 Penalty: 3954.343018
	Iteration 14Q: 3 clusters Score -285936.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -286039.906250 Penalty: 3954.343018
	Iteration 15Q: 3 clusters Score -286039.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -286128.343750 Penalty: 3954.343018
	Iteration 16Q: 3 clusters Score -286128.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -286204.562500 Penalty: 3954.343018
	Iteration 17Q: 3 clusters Score -286204.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286259.281250 Penalty: 3954.343018
	Iteration 18Q: 3 clusters Score -286259.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -286287.250000 Penalty: 3954.343018
	Iteration 19Q: 3 clusters Score -286287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -286304.312500 Penalty: 3954.343018
	Iteration 20F: 3 clusters Score -286304.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -286314.687500 Penalty: 3954.343018
	Iteration 21Q: 3 clusters Score -286314.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -286320.625000 Penalty: 3954.343018
	Iteration 22Q: 3 clusters Score -286320.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -286323.687500 Penalty: 3954.343018
	Iteration 23Q: 3 clusters Score -286323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -286326.156250 Penalty: 3954.343018
	Iteration 24Q: 3 clusters Score -286326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -286327.281250 Penalty: 3954.343018
	Iteration 25Q: 3 clusters Score -286327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -286327.281250 Penalty: 3954.343018
	Iteration 26F: 3 clusters Score -286327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Entering Unmasked Estep 
Score: -1811904.125000 Penalty: 2397.527344
	Iteration 0F: 2 clusters Score -1811904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1800516.000000 Penalty: 4795.054688
	Iteration 0F: 3 clusters Score -1800516 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1804248.750000 Penalty: 4795.054688
	Iteration 1F: 3 clusters Score -1804249 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1804691.500000 Penalty: 4795.054688
	Iteration 2F: 3 clusters Score -1804692 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1805075.375000 Penalty: 4795.054688
	Iteration 3F: 3 clusters Score -1805075 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1805486.375000 Penalty: 4795.054688
	Iteration 4F: 3 clusters Score -1805486 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1806008.250000 Penalty: 4795.054688
	Iteration 5F: 3 clusters Score -1806008 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1806613.875000 Penalty: 4795.054688
	Iteration 6F: 3 clusters Score -1806614 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1807331.125000 Penalty: 4795.054688
	Iteration 7F: 3 clusters Score -1807331 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1808022.375000 Penalty: 4795.054688
	Iteration 8F: 3 clusters Score -1808022 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1808674.000000 Penalty: 4795.054688
	Iteration 9Q: 3 clusters Score -1808674 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1809140.250000 Penalty: 4795.054688
	Iteration 10Q: 3 clusters Score -1809140 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1809413.250000 Penalty: 4795.054688
	Iteration 11Q: 3 clusters Score -1809413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1809585.375000 Penalty: 4795.054688
	Iteration 12Q: 3 clusters Score -1809585 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1809683.250000 Penalty: 4795.054688
	Iteration 13Q: 3 clusters Score -1809683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1809751.750000 Penalty: 4795.054688
	Iteration 14Q: 3 clusters Score -1809752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1809802.375000 Penalty: 4795.054688
	Iteration 15Q: 3 clusters Score -1809802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1809846.125000 Penalty: 4795.054688
	Iteration 16Q: 3 clusters Score -1809846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1809876.500000 Penalty: 4795.054688
	Iteration 17Q: 3 clusters Score -1809876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1809898.125000 Penalty: 4795.054688
	Iteration 18Q: 3 clusters Score -1809898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1809911.125000 Penalty: 4795.054688
	Iteration 19Q: 3 clusters Score -1809911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1809922.750000 Penalty: 4795.054688
	Iteration 20F: 3 clusters Score -1809923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1809924.750000 Penalty: 4795.054688
	Iteration 21Q: 3 clusters Score -1809925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1809936.000000 Penalty: 4795.054688
	Iteration 22Q: 3 clusters Score -1809936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1809940.000000 Penalty: 4795.054688
	Iteration 23Q: 3 clusters Score -1809940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1809944.375000 Penalty: 4795.054688
	Iteration 24Q: 3 clusters Score -1809944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1809947.875000 Penalty: 4795.054688
	Iteration 25Q: 3 clusters Score -1809948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1809950.000000 Penalty: 4795.054688
	Iteration 26Q: 3 clusters Score -1809950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1809949.000000 Penalty: 4795.054688
	Iteration 27Q: 3 clusters Score -1809949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1809948.500000 Penalty: 4795.054688
	Iteration 28Q: 3 clusters Score -1809948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1809948.500000 Penalty: 4795.054688
	Iteration 29F: 3 clusters Score -1809948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Entering Unmasked Estep 
Score: -2188994.000000 Penalty: 2442.926270
	Iteration 0F: 2 clusters Score -2188994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2175556.250000 Penalty: 4885.852539
	Iteration 0F: 3 clusters Score -2175556 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2180038.000000 Penalty: 4885.852539
	Iteration 1F: 3 clusters Score -2180038 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2180530.000000 Penalty: 4885.852539
	Iteration 2F: 3 clusters Score -2180530 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2180964.750000 Penalty: 4885.852539
	Iteration 3F: 3 clusters Score -2180965 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2181381.750000 Penalty: 4885.852539
	Iteration 4Q: 3 clusters Score -2181382 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2181839.000000 Penalty: 4885.852539
	Iteration 5Q: 3 clusters Score -2181839 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2182340.750000 Penalty: 4885.852539
	Iteration 6Q: 3 clusters Score -2182341 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2182922.500000 Penalty: 4885.852539
	Iteration 7Q: 3 clusters Score -2182922 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2183515.250000 Penalty: 4885.852539
	Iteration 8Q: 3 clusters Score -2183515 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2184085.250000 Penalty: 4885.852539
	Iteration 9Q: 3 clusters Score -2184085 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2184559.750000 Penalty: 4885.852539
	Iteration 10Q: 3 clusters Score -2184560 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2184974.250000 Penalty: 4885.852539
	Iteration 11Q: 3 clusters Score -2184974 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2185317.750000 Penalty: 4885.852539
	Iteration 12Q: 3 clusters Score -2185318 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2185630.250000 Penalty: 4885.852539
	Iteration 13Q: 3 clusters Score -2185630 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2185883.500000 Penalty: 4885.852539
	Iteration 14Q: 3 clusters Score -2185884 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2186062.000000 Penalty: 4885.852539
	Iteration 15Q: 3 clusters Score -2186062 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2186214.250000 Penalty: 4885.852539
	Iteration 16Q: 3 clusters Score -2186214 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2186331.500000 Penalty: 4885.852539
	Iteration 17Q: 3 clusters Score -2186332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2186431.750000 Penalty: 4885.852539
	Iteration 18Q: 3 clusters Score -2186432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2186512.000000 Penalty: 4885.852539
	Iteration 19Q: 3 clusters Score -2186512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2186588.000000 Penalty: 4885.852539
	Iteration 20F: 3 clusters Score -2186588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2186634.000000 Penalty: 4885.852539
	Iteration 21Q: 3 clusters Score -2186634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2186672.500000 Penalty: 4885.852539
	Iteration 22Q: 3 clusters Score -2186672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2186707.000000 Penalty: 4885.852539
	Iteration 23Q: 3 clusters Score -2186707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2186738.000000 Penalty: 4885.852539
	Iteration 24Q: 3 clusters Score -2186738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2186760.500000 Penalty: 4885.852539
	Iteration 25Q: 3 clusters Score -2186760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2186779.750000 Penalty: 4885.852539
	Iteration 26Q: 3 clusters Score -2186780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2186807.000000 Penalty: 4885.852539
	Iteration 27Q: 3 clusters Score -2186807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2186822.750000 Penalty: 4885.852539
	Iteration 28Q: 3 clusters Score -2186823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2186833.250000 Penalty: 4885.852539
	Iteration 29Q: 3 clusters Score -2186833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2186847.500000 Penalty: 4885.852539
	Iteration 30Q: 3 clusters Score -2186848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2186854.000000 Penalty: 4885.852539
	Iteration 31Q: 3 clusters Score -2186854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2186865.250000 Penalty: 4885.852539
	Iteration 32Q: 3 clusters Score -2186865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2186873.250000 Penalty: 4885.852539
	Iteration 33Q: 3 clusters Score -2186873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2186885.000000 Penalty: 4885.852539
	Iteration 34Q: 3 clusters Score -2186885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2186890.500000 Penalty: 4885.852539
	Iteration 35Q: 3 clusters Score -2186890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2186894.250000 Penalty: 4885.852539
	Iteration 36Q: 3 clusters Score -2186894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2186900.500000 Penalty: 4885.852539
	Iteration 37Q: 3 clusters Score -2186900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2186901.750000 Penalty: 4885.852539
	Iteration 38Q: 3 clusters Score -2186902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2186906.000000 Penalty: 4885.852539
	Iteration 39Q: 3 clusters Score -2186906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2186907.500000 Penalty: 4885.852539
	Iteration 40F: 3 clusters Score -2186908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2186910.250000 Penalty: 4885.852539
	Iteration 41Q: 3 clusters Score -2186910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2186913.500000 Penalty: 4885.852539
	Iteration 42Q: 3 clusters Score -2186914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2186913.250000 Penalty: 4885.852539
	Iteration 43Q: 3 clusters Score -2186913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2186912.250000 Penalty: 4885.852539
	Iteration 44Q: 3 clusters Score -2186912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2186912.250000 Penalty: 4885.852539
	Iteration 45F: 3 clusters Score -2186912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -67656.554688 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -67656.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65929.867188 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -65929.87 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66272.445312 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -66272.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66442.726562 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -66442.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66618.156250 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -66618.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66818.812500 Penalty: 3295.319824
	Iteration 4F: 3 clusters Score -66818.81 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67099.898438 Penalty: 3295.319824
	Iteration 5F: 3 clusters Score -67099.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67308.632812 Penalty: 3295.319824
	Iteration 6F: 3 clusters Score -67308.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67481.968750 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -67481.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67731.078125 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -67731.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68104.250000 Penalty: 3295.319824
	Iteration 9F: 3 clusters Score -68104.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68757.382812 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -68757.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69051.679688 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -69051.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69060.070312 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -69060.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69060.070312 Penalty: 3295.319824
	Iteration 13F: 3 clusters Score -69060.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332728 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 20037 members 
Mstep: Class 7 contains 40884 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 16189 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118422 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80249 members 
Mstep: Class 29 contains 2900 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18968 members 
Mstep: Class 32 contains 439 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2013 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 329 members 
Entering Unmasked Estep 
Score: -110928024.000000 Penalty: 137178.328125
Splitting cluster 32 changes total score from -110928320.000000 to -110928024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -50885.593750 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -50885.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49378.625000 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -49378.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49536.261719 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -49536.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49594.007812 Penalty: 3085.412598
	Iteration 2Q: 3 clusters Score -49594.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49621.554688 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -49621.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49633.722656 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -49633.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49640.324219 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -49640.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49641.820312 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -49641.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49644.667969 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -49644.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49644.667969 Penalty: 3085.412598
	Iteration 8F: 3 clusters Score -49644.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -75266.929688 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -75266.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73530.812500 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -73530.81 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73969.148438 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -73969.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74395.773438 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -74395.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75113.656250 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -75113.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75759.710938 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -75759.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76159.953125 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -76159.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76387.507812 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -76387.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76422.203125 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -76422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76434.945312 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -76434.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76453.132812 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -76453.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76494.070312 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -76494.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76566.351562 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -76566.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76595.468750 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -76595.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76595.468750 Penalty: 3350.861328
	Iteration 13F: 3 clusters Score -76595.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332728 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 20037 members 
Mstep: Class 7 contains 40884 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 16189 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118422 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80249 members 
Mstep: Class 29 contains 2900 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18968 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2013 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 423 members 
Entering Unmasked Estep 
Score: -110928040.000000 Penalty: 137178.328125
Splitting cluster 34 changes total score from -110928320.000000 to -110928040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -677297.750000 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -677297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -672153.187500 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -672153.2 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -673408.187500 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -673408.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -673626.250000 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -673626.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -673786.750000 Penalty: 4322.995117
	Iteration 3Q: 3 clusters Score -673786.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -673895.187500 Penalty: 4322.995117
	Iteration 4Q: 3 clusters Score -673895.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -673980.187500 Penalty: 4322.995117
	Iteration 5Q: 3 clusters Score -673980.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -674043.312500 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -674043.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -674116.437500 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -674116.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -674206.437500 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -674206.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -674340.187500 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -674340.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -674482.625000 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -674482.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674610.687500 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -674610.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -674684.937500 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -674684.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -674723.000000 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -674723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -674748.125000 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -674748.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -674767.125000 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -674767.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -674788.000000 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -674788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -674808.312500 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -674808.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -674824.437500 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -674824.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -674837.250000 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -674837.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -674847.500000 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -674847.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -674857.812500 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -674857.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -674865.500000 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -674865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -674875.687500 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -674875.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -674888.562500 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -674888.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -674902.000000 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -674902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -674907.437500 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -674907.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -674912.437500 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -674912.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -674918.750000 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -674918.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -674924.500000 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -674924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -674931.562500 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -674931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -674937.750000 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -674937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -674939.312500 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -674939.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -674942.375000 Penalty: 4322.995117
	Iteration 33Q: 3 clusters Score -674942.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -674947.250000 Penalty: 4322.995117
	Iteration 34Q: 3 clusters Score -674947.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -674954.375000 Penalty: 4322.995117
	Iteration 35Q: 3 clusters Score -674954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -674957.750000 Penalty: 4322.995117
	Iteration 36Q: 3 clusters Score -674957.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -674964.812500 Penalty: 4322.995117
	Iteration 37Q: 3 clusters Score -674964.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -674972.937500 Penalty: 4322.995117
	Iteration 38Q: 3 clusters Score -674972.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -674982.375000 Penalty: 4322.995117
	Iteration 39Q: 3 clusters Score -674982.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -674985.812500 Penalty: 4322.995117
	Iteration 40F: 3 clusters Score -674985.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -674993.187500 Penalty: 4322.995117
	Iteration 41Q: 3 clusters Score -674993.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -674996.375000 Penalty: 4322.995117
	Iteration 42Q: 3 clusters Score -674996.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -675004.875000 Penalty: 4322.995117
	Iteration 43Q: 3 clusters Score -675004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -675013.875000 Penalty: 4322.995117
	Iteration 44Q: 3 clusters Score -675013.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -675024.375000 Penalty: 4322.995117
	Iteration 45Q: 3 clusters Score -675024.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -675033.937500 Penalty: 4322.995117
	Iteration 46Q: 3 clusters Score -675033.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -675042.312500 Penalty: 4322.995117
	Iteration 47Q: 3 clusters Score -675042.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -675053.500000 Penalty: 4322.995117
	Iteration 48Q: 3 clusters Score -675053.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -675064.250000 Penalty: 4322.995117
	Iteration 49Q: 3 clusters Score -675064.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -675074.625000 Penalty: 4322.995117
	Iteration 50Q: 3 clusters Score -675074.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -675088.625000 Penalty: 4322.995117
	Iteration 51Q: 3 clusters Score -675088.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -675108.562500 Penalty: 4322.995117
	Iteration 52Q: 3 clusters Score -675108.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -675125.437500 Penalty: 4322.995117
	Iteration 53Q: 3 clusters Score -675125.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -675142.437500 Penalty: 4322.995117
	Iteration 54Q: 3 clusters Score -675142.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -675158.562500 Penalty: 4322.995117
	Iteration 55Q: 3 clusters Score -675158.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -675177.812500 Penalty: 4322.995117
	Iteration 56Q: 3 clusters Score -675177.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -675200.062500 Penalty: 4322.995117
	Iteration 57Q: 3 clusters Score -675200.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -675212.000000 Penalty: 4322.995117
	Iteration 58Q: 3 clusters Score -675212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -675222.250000 Penalty: 4322.995117
	Iteration 59Q: 3 clusters Score -675222.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -675230.812500 Penalty: 4322.995117
	Iteration 60F: 3 clusters Score -675230.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -675240.125000 Penalty: 4322.995117
	Iteration 61Q: 3 clusters Score -675240.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -675254.437500 Penalty: 4322.995117
	Iteration 62Q: 3 clusters Score -675254.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -675266.375000 Penalty: 4322.995117
	Iteration 63Q: 3 clusters Score -675266.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -675277.312500 Penalty: 4322.995117
	Iteration 64Q: 3 clusters Score -675277.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -675290.875000 Penalty: 4322.995117
	Iteration 65Q: 3 clusters Score -675290.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -675310.500000 Penalty: 4322.995117
	Iteration 66Q: 3 clusters Score -675310.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -675325.562500 Penalty: 4322.995117
	Iteration 67Q: 3 clusters Score -675325.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -675345.937500 Penalty: 4322.995117
	Iteration 68Q: 3 clusters Score -675345.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -675362.625000 Penalty: 4322.995117
	Iteration 69Q: 3 clusters Score -675362.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -675377.375000 Penalty: 4322.995117
	Iteration 70Q: 3 clusters Score -675377.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -675392.250000 Penalty: 4322.995117
	Iteration 71Q: 3 clusters Score -675392.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -675422.875000 Penalty: 4322.995117
	Iteration 72Q: 3 clusters Score -675422.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -675448.562500 Penalty: 4322.995117
	Iteration 73Q: 3 clusters Score -675448.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -675471.687500 Penalty: 4322.995117
	Iteration 74Q: 3 clusters Score -675471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -675490.437500 Penalty: 4322.995117
	Iteration 75Q: 3 clusters Score -675490.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -675509.500000 Penalty: 4322.995117
	Iteration 76Q: 3 clusters Score -675509.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -675519.187500 Penalty: 4322.995117
	Iteration 77Q: 3 clusters Score -675519.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -675526.812500 Penalty: 4322.995117
	Iteration 78Q: 3 clusters Score -675526.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -675536.562500 Penalty: 4322.995117
	Iteration 79Q: 3 clusters Score -675536.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -675542.125000 Penalty: 4322.995117
	Iteration 80F: 3 clusters Score -675542.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -675550.937500 Penalty: 4322.995117
	Iteration 81Q: 3 clusters Score -675550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -675552.875000 Penalty: 4322.995117
	Iteration 82Q: 3 clusters Score -675552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -675556.687500 Penalty: 4322.995117
	Iteration 83Q: 3 clusters Score -675556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -675558.687500 Penalty: 4322.995117
	Iteration 84Q: 3 clusters Score -675558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -675560.062500 Penalty: 4322.995117
	Iteration 85Q: 3 clusters Score -675560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -675562.625000 Penalty: 4322.995117
	Iteration 86Q: 3 clusters Score -675562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -675563.125000 Penalty: 4322.995117
	Iteration 87Q: 3 clusters Score -675563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -675564.687500 Penalty: 4322.995117
	Iteration 88Q: 3 clusters Score -675564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -675565.062500 Penalty: 4322.995117
	Iteration 89Q: 3 clusters Score -675565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -675566.437500 Penalty: 4322.995117
	Iteration 90Q: 3 clusters Score -675566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -675568.062500 Penalty: 4322.995117
	Iteration 91Q: 3 clusters Score -675568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -675569.937500 Penalty: 4322.995117
	Iteration 92Q: 3 clusters Score -675569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -675570.312500 Penalty: 4322.995117
	Iteration 93Q: 3 clusters Score -675570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -675571.625000 Penalty: 4322.995117
	Iteration 94Q: 3 clusters Score -675571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -675570.687500 Penalty: 4322.995117
	Iteration 95Q: 3 clusters Score -675570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -675572.562500 Penalty: 4322.995117
	Iteration 96Q: 3 clusters Score -675572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -675572.562500 Penalty: 4322.995117
	Iteration 97F: 3 clusters Score -675572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -33088.082031 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -33088.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31849.019531 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31849.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31977.742188 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31977.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32034.902344 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -32034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32056.570312 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -32056.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32075.736328 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -32075.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32083.761719 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -32083.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32092.494141 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -32092.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32096.162109 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -32096.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32096.162109 Penalty: 2895.514160
	Iteration 8F: 3 clusters Score -32096.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -14716.644531 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -14716.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13689.643555 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -13689.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13790.901367 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -13790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13823.917969 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -13823.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13838.675781 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -13838.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13841.561523 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -13841.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13845.902344 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -13845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13848.725586 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -13848.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13852.915039 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -13852.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13860.436523 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -13860.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13860.436523 Penalty: 2625.479248
	Iteration 9F: 3 clusters Score -13860.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -217464.296875 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -217464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -214824.453125 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -214824.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -215325.250000 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -215325.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215459.187500 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -215459.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215540.375000 Penalty: 3773.261230
	Iteration 3Q: 3 clusters Score -215540.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215615.359375 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -215615.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -215663.546875 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -215663.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215715.421875 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -215715.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215755.140625 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -215755.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -215792.890625 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -215792.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -215829.359375 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -215829.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -215872.953125 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -215873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -215903.453125 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -215903.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -215945.890625 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -215945.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215999.453125 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -215999.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -216033.953125 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -216034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -216076.031250 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -216076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -216110.984375 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -216111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -216158.078125 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -216158.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -216191.140625 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -216191.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -216211.437500 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -216211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216225.406250 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -216225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -216234.328125 Penalty: 3773.261230
	Iteration 21Q: 3 clusters Score -216234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -216238.078125 Penalty: 3773.261230
	Iteration 22Q: 3 clusters Score -216238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -216240.609375 Penalty: 3773.261230
	Iteration 23Q: 3 clusters Score -216240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -216242.625000 Penalty: 3773.261230
	Iteration 24Q: 3 clusters Score -216242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216244.906250 Penalty: 3773.261230
	Iteration 25Q: 3 clusters Score -216244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -216247.078125 Penalty: 3773.261230
	Iteration 26Q: 3 clusters Score -216247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -216249.093750 Penalty: 3773.261230
	Iteration 27Q: 3 clusters Score -216249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216252.281250 Penalty: 3773.261230
	Iteration 28Q: 3 clusters Score -216252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216253.312500 Penalty: 3773.261230
	Iteration 29Q: 3 clusters Score -216253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216255.687500 Penalty: 3773.261230
	Iteration 30Q: 3 clusters Score -216255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -216256.468750 Penalty: 3773.261230
	Iteration 31Q: 3 clusters Score -216256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -216257.765625 Penalty: 3773.261230
	Iteration 32Q: 3 clusters Score -216257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -216258.062500 Penalty: 3773.261230
	Iteration 33Q: 3 clusters Score -216258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -216258.062500 Penalty: 3773.261230
	Iteration 34F: 3 clusters Score -216258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -34661.687500 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -34661.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33313.984375 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -33313.98 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33517.796875 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -33517.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33674.066406 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -33674.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33764.855469 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -33764.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33812.738281 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -33812.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33837.601562 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -33837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33853.894531 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -33853.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33869.003906 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -33869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33878.742188 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -33878.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33883.589844 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -33883.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33888.175781 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -33888.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33890.285156 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -33890.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33892.929688 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -33892.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33895.734375 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -33895.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33897.121094 Penalty: 2999.496582
	Iteration 14Q: 3 clusters Score -33897.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33897.121094 Penalty: 2999.496582
	Iteration 15F: 3 clusters Score -33897.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332728 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 20037 members 
Mstep: Class 7 contains 40884 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 16189 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118422 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80249 members 
Mstep: Class 29 contains 2900 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18968 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2013 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928376.000000 Penalty: 133748.875000
Iteration 159Q: 40 clusters Score -1.109284e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 332730 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14431 members 
Mstep: Class 4 contains 40514 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 20060 members 
Mstep: Class 7 contains 40869 members 
Mstep: Class 8 contains 13058 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 16191 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17901 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118410 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80255 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18966 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 2015 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928408.000000 Penalty: 133748.875000
Iteration 160F: 40 clusters Score -1.109284e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332728 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14433 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 109671 members 
Mstep: Class 6 contains 20073 members 
Mstep: Class 7 contains 40858 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15117 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17892 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118403 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80258 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 18967 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2016 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928448.000000 Penalty: 133748.875000
Iteration 161Q: 40 clusters Score -1.109284e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332723 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40496 members 
Mstep: Class 5 contains 109671 members 
Mstep: Class 6 contains 20091 members 
Mstep: Class 7 contains 40844 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 4937 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15121 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118392 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80260 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 15794 members 
Mstep: Class 31 contains 18969 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 203 members 
Mstep: Class 38 contains 2016 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928488.000000 Penalty: 133748.875000
Iteration 162Q: 40 clusters Score -1.109285e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332725 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40492 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 20106 members 
Mstep: Class 7 contains 40832 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4933 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15126 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17871 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 118383 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80261 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 15794 members 
Mstep: Class 31 contains 18970 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2016 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928440.000000 Penalty: 133748.875000
Iteration 163Q: 40 clusters Score -1.109284e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332725 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40488 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 20123 members 
Mstep: Class 7 contains 40814 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17865 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118373 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80261 members 
Mstep: Class 29 contains 2934 members 
Mstep: Class 30 contains 15793 members 
Mstep: Class 31 contains 18972 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2017 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928544.000000 Penalty: 133748.875000
Iteration 164Q: 40 clusters Score -1.109285e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332725 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40486 members 
Mstep: Class 5 contains 109673 members 
Mstep: Class 6 contains 20148 members 
Mstep: Class 7 contains 40797 members 
Mstep: Class 8 contains 13062 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 16200 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15139 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118360 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80261 members 
Mstep: Class 29 contains 2934 members 
Mstep: Class 30 contains 15793 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2018 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928504.000000 Penalty: 133748.875000
Iteration 165Q: 40 clusters Score -1.109285e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332725 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40483 members 
Mstep: Class 5 contains 109673 members 
Mstep: Class 6 contains 20157 members 
Mstep: Class 7 contains 40783 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 16205 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4931 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118349 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80261 members 
Mstep: Class 29 contains 2938 members 
Mstep: Class 30 contains 15793 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6098 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2019 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928616.000000 Penalty: 133748.875000
Iteration 166Q: 40 clusters Score -1.109286e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332724 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40482 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 40775 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4931 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15144 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17842 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118342 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80261 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 15792 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2020 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928632.000000 Penalty: 133748.875000
Iteration 167Q: 40 clusters Score -1.109286e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332724 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40479 members 
Mstep: Class 5 contains 109671 members 
Mstep: Class 6 contains 20183 members 
Mstep: Class 7 contains 40770 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15141 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17839 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118332 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80260 members 
Mstep: Class 29 contains 2945 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6095 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2021 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928680.000000 Penalty: 133748.875000
Iteration 168Q: 40 clusters Score -1.109287e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332720 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40483 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 20195 members 
Mstep: Class 7 contains 40762 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16225 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17839 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118324 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80259 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2021 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928616.000000 Penalty: 133748.875000
Iteration 169Q: 40 clusters Score -1.109286e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332716 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40481 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 20204 members 
Mstep: Class 7 contains 40758 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 16227 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4924 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17840 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118322 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80258 members 
Mstep: Class 29 contains 2951 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2021 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928608.000000 Penalty: 133748.875000
Iteration 170Q: 40 clusters Score -1.109286e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332717 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40480 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 20213 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 16229 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4924 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17834 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118318 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80258 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18975 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2022 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928696.000000 Penalty: 133748.875000
Iteration 171Q: 40 clusters Score -1.109287e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332720 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40479 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 20224 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 16233 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4923 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118305 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80258 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18977 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2023 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928624.000000 Penalty: 133748.875000
Iteration 172Q: 40 clusters Score -1.109286e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332722 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40476 members 
Mstep: Class 5 contains 109663 members 
Mstep: Class 6 contains 20239 members 
Mstep: Class 7 contains 40754 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4923 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17825 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118295 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80257 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18979 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2025 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928656.000000 Penalty: 133748.875000
Iteration 173Q: 40 clusters Score -1.109287e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332728 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 40467 members 
Mstep: Class 5 contains 109662 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 40748 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4922 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17819 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118286 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80258 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18980 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2030 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928784.000000 Penalty: 133748.875000
Iteration 174Q: 40 clusters Score -1.109288e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332733 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 40458 members 
Mstep: Class 5 contains 109662 members 
Mstep: Class 6 contains 20271 members 
Mstep: Class 7 contains 40742 members 
Mstep: Class 8 contains 13067 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4922 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17812 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118278 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80262 members 
Mstep: Class 29 contains 2955 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18981 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2032 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928808.000000 Penalty: 133748.875000
Iteration 175Q: 40 clusters Score -1.109288e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332741 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 40453 members 
Mstep: Class 5 contains 109660 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 40737 members 
Mstep: Class 8 contains 13071 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4922 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17802 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118266 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80267 members 
Mstep: Class 29 contains 2957 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18983 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928728.000000 Penalty: 133748.875000
Iteration 176Q: 40 clusters Score -1.109287e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332751 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 40453 members 
Mstep: Class 5 contains 109656 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 40732 members 
Mstep: Class 8 contains 13072 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17792 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118252 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80276 members 
Mstep: Class 29 contains 2961 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18983 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928744.000000 Penalty: 133748.875000
Iteration 177Q: 40 clusters Score -1.109287e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332760 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 40453 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20296 members 
Mstep: Class 7 contains 40734 members 
Mstep: Class 8 contains 13075 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17786 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118233 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80284 members 
Mstep: Class 29 contains 2962 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18983 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928640.000000 Penalty: 133748.875000
Iteration 178Q: 40 clusters Score -1.109286e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332766 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20302 members 
Mstep: Class 7 contains 40733 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50114 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17783 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118216 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80290 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18983 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928704.000000 Penalty: 133748.875000
Iteration 179Q: 40 clusters Score -1.109287e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 332775 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 40448 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20306 members 
Mstep: Class 7 contains 40735 members 
Mstep: Class 8 contains 13079 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17779 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118199 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80292 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18983 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928736.000000 Penalty: 133748.875000
Iteration 180F: 40 clusters Score -1.109287e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332782 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20308 members 
Mstep: Class 7 contains 40735 members 
Mstep: Class 8 contains 13079 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17775 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118184 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80296 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18985 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928848.000000 Penalty: 133748.875000
Iteration 181Q: 40 clusters Score -1.109288e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332786 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20309 members 
Mstep: Class 7 contains 40732 members 
Mstep: Class 8 contains 13080 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 16248 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17775 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118168 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80301 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928840.000000 Penalty: 133748.875000
Iteration 182Q: 40 clusters Score -1.109288e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332793 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14433 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20309 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 13081 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17774 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118153 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80313 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928792.000000 Penalty: 133748.875000
Iteration 183Q: 40 clusters Score -1.109288e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332798 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 8 contains 13081 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17777 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118142 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80315 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928808.000000 Penalty: 133748.875000
Iteration 184Q: 40 clusters Score -1.109288e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332800 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 13082 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15147 members 
Mstep: Class 19 contains 42052 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17778 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118134 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80320 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928816.000000 Penalty: 133748.875000
Iteration 185Q: 40 clusters Score -1.109288e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332799 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 13086 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17778 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118128 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80325 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928808.000000 Penalty: 133748.875000
Iteration 186Q: 40 clusters Score -1.109288e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332799 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 13087 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17775 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118124 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80326 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15792 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928800.000000 Penalty: 133748.875000
Iteration 187Q: 40 clusters Score -1.109288e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332802 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40452 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20316 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 13090 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17771 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118118 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80327 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15792 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928736.000000 Penalty: 133748.875000
Iteration 188Q: 40 clusters Score -1.109287e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332806 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40453 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 13093 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17766 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118111 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80328 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928792.000000 Penalty: 133748.875000
Iteration 189Q: 40 clusters Score -1.109288e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332808 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40450 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20331 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 13096 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17755 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118107 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80330 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18989 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928752.000000 Penalty: 133748.875000
Iteration 190Q: 40 clusters Score -1.109288e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332807 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20345 members 
Mstep: Class 7 contains 40724 members 
Mstep: Class 8 contains 13097 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17747 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118099 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80333 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18989 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928752.000000 Penalty: 133748.875000
Iteration 191Q: 40 clusters Score -1.109288e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332808 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40448 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20357 members 
Mstep: Class 7 contains 40723 members 
Mstep: Class 8 contains 13101 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17740 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118089 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80335 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928720.000000 Penalty: 133748.875000
Iteration 192Q: 40 clusters Score -1.109287e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332805 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20365 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17736 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118084 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80337 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18989 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928720.000000 Penalty: 133748.875000
Iteration 193Q: 40 clusters Score -1.109287e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332804 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40448 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20374 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42050 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17731 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118081 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80338 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18988 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928784.000000 Penalty: 133748.875000
Iteration 194Q: 40 clusters Score -1.109288e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332806 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 109653 members 
Mstep: Class 6 contains 20377 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42048 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17727 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118079 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80340 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928768.000000 Penalty: 133748.875000
Iteration 195Q: 40 clusters Score -1.109288e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332804 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 109653 members 
Mstep: Class 6 contains 20380 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 13111 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50117 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42048 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17719 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118074 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80343 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928848.000000 Penalty: 133748.875000
Iteration 196Q: 40 clusters Score -1.109288e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332804 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 109653 members 
Mstep: Class 6 contains 20390 members 
Mstep: Class 7 contains 40716 members 
Mstep: Class 8 contains 13115 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50117 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17710 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118070 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80346 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928936.000000 Penalty: 133748.875000
Iteration 197Q: 40 clusters Score -1.109289e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 332802 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40448 members 
Mstep: Class 5 contains 109652 members 
Mstep: Class 6 contains 20391 members 
Mstep: Class 7 contains 40716 members 
Mstep: Class 8 contains 13118 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50117 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4919 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17707 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118067 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80350 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928904.000000 Penalty: 133748.875000
Iteration 198Q: 40 clusters Score -1.109289e+08 nChanged 32
Entering ConstructFrom: 
Score: -110928904.000000 Penalty: 133748.875000
Entering ConstructFrom: 
Trying to split cluster 1 (332799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332799 members 
Entering Unmasked Estep 
Score: -37434360.000000 Penalty: 3153.392822
	Iteration 0F: 2 clusters Score -3.743436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 166227 members 
Entering Unmasked Estep 
Score: -37230032.000000 Penalty: 6306.785645
	Iteration 0F: 3 clusters Score -3.723003e+07 nChanged 161534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -37326060.000000 Penalty: 6306.785645
	Iteration 1F: 3 clusters Score -3.732606e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -37327844.000000 Penalty: 6306.785645
	Iteration 2Q: 3 clusters Score -3.732784e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -37330400.000000 Penalty: 6306.785645
	Iteration 3Q: 3 clusters Score -3.73304e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -37334340.000000 Penalty: 6306.785645
	Iteration 4Q: 3 clusters Score -3.733434e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185497 members 
Mstep: Class 2 contains 147302 members 
Entering Unmasked Estep 
Score: -37339640.000000 Penalty: 6306.785645
	Iteration 5Q: 3 clusters Score -3.733964e+07 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194904 members 
Mstep: Class 2 contains 137895 members 
Entering Unmasked Estep 
Score: -37348760.000000 Penalty: 6306.785645
	Iteration 6F: 3 clusters Score -3.734876e+07 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207814 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -37362724.000000 Penalty: 6306.785645
	Iteration 7F: 3 clusters Score -3.736272e+07 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223237 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -37380208.000000 Penalty: 6306.785645
	Iteration 8F: 3 clusters Score -3.738021e+07 nChanged 21476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238409 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -37397700.000000 Penalty: 6306.785645
	Iteration 9F: 3 clusters Score -3.73977e+07 nChanged 17679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250878 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -37410732.000000 Penalty: 6306.785645
	Iteration 10F: 3 clusters Score -3.741073e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260809 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -37417952.000000 Penalty: 6306.785645
	Iteration 11Q: 3 clusters Score -3.741795e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269397 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -37423176.000000 Penalty: 6306.785645
	Iteration 12Q: 3 clusters Score -3.742318e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277150 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -37427136.000000 Penalty: 6306.785645
	Iteration 13Q: 3 clusters Score -3.742714e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284277 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -37430708.000000 Penalty: 6306.785645
	Iteration 14Q: 3 clusters Score -3.743071e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290835 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -37432940.000000 Penalty: 6306.785645
	Iteration 15Q: 3 clusters Score -3.743294e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296572 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -37434528.000000 Penalty: 6306.785645
	Iteration 16Q: 3 clusters Score -3.743453e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301718 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -37435700.000000 Penalty: 6306.785645
	Iteration 17Q: 3 clusters Score -3.74357e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306266 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -37436164.000000 Penalty: 6306.785645
	Iteration 18Q: 3 clusters Score -3.743616e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310133 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -37436388.000000 Penalty: 6306.785645
	Iteration 19Q: 3 clusters Score -3.743639e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313336 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -37436684.000000 Penalty: 6306.785645
	Iteration 20F: 3 clusters Score -3.743668e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315902 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -37436668.000000 Penalty: 6306.785645
	Iteration 21Q: 3 clusters Score -3.743667e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318016 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -37436456.000000 Penalty: 6306.785645
	Iteration 22Q: 3 clusters Score -3.743646e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319747 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -37436316.000000 Penalty: 6306.785645
	Iteration 23Q: 3 clusters Score -3.743632e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321171 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -37436292.000000 Penalty: 6306.785645
	Iteration 24Q: 3 clusters Score -3.743629e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322338 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -37436136.000000 Penalty: 6306.785645
	Iteration 25Q: 3 clusters Score -3.743614e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323298 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -37435852.000000 Penalty: 6306.785645
	Iteration 26Q: 3 clusters Score -3.743585e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324068 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -37435708.000000 Penalty: 6306.785645
	Iteration 27Q: 3 clusters Score -3.743571e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324697 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -37435672.000000 Penalty: 6306.785645
	Iteration 28Q: 3 clusters Score -3.743567e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325222 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -37435644.000000 Penalty: 6306.785645
	Iteration 29Q: 3 clusters Score -3.743564e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325666 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -37435492.000000 Penalty: 6306.785645
	Iteration 30Q: 3 clusters Score -3.743549e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326017 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -37435448.000000 Penalty: 6306.785645
	Iteration 31Q: 3 clusters Score -3.743545e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326327 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -37435464.000000 Penalty: 6306.785645
	Iteration 32Q: 3 clusters Score -3.743546e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326599 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -37435484.000000 Penalty: 6306.785645
	Iteration 33Q: 3 clusters Score -3.743548e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326818 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -37435396.000000 Penalty: 6306.785645
	Iteration 34Q: 3 clusters Score -3.74354e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327023 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -37435308.000000 Penalty: 6306.785645
	Iteration 35Q: 3 clusters Score -3.743531e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327214 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -37435308.000000 Penalty: 6306.785645
	Iteration 36Q: 3 clusters Score -3.743531e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327355 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -37435300.000000 Penalty: 6306.785645
	Iteration 37Q: 3 clusters Score -3.74353e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327482 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -37435212.000000 Penalty: 6306.785645
	Iteration 38Q: 3 clusters Score -3.743521e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327597 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -37435256.000000 Penalty: 6306.785645
	Iteration 39Q: 3 clusters Score -3.743526e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327680 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -37435148.000000 Penalty: 6306.785645
	Iteration 40F: 3 clusters Score -3.743515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327739 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -37435180.000000 Penalty: 6306.785645
	Iteration 41Q: 3 clusters Score -3.743518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327782 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -37435184.000000 Penalty: 6306.785645
	Iteration 42Q: 3 clusters Score -3.743518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327826 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -37435136.000000 Penalty: 6306.785645
	Iteration 43Q: 3 clusters Score -3.743514e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327869 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -37435148.000000 Penalty: 6306.785645
	Iteration 44Q: 3 clusters Score -3.743515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327923 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -37435124.000000 Penalty: 6306.785645
	Iteration 45Q: 3 clusters Score -3.743512e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327968 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -37435120.000000 Penalty: 6306.785645
	Iteration 46Q: 3 clusters Score -3.743512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328001 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -37435100.000000 Penalty: 6306.785645
	Iteration 47Q: 3 clusters Score -3.74351e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328036 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -37435112.000000 Penalty: 6306.785645
	Iteration 48Q: 3 clusters Score -3.743511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328075 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -37435108.000000 Penalty: 6306.785645
	Iteration 49Q: 3 clusters Score -3.743511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328111 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -37435104.000000 Penalty: 6306.785645
	Iteration 50Q: 3 clusters Score -3.74351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328136 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -37435120.000000 Penalty: 6306.785645
	Iteration 51Q: 3 clusters Score -3.743512e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328158 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -37435088.000000 Penalty: 6306.785645
	Iteration 52Q: 3 clusters Score -3.743509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328191 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -37435068.000000 Penalty: 6306.785645
	Iteration 53Q: 3 clusters Score -3.743507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328217 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -37435044.000000 Penalty: 6306.785645
	Iteration 54Q: 3 clusters Score -3.743504e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328240 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -37435044.000000 Penalty: 6306.785645
	Iteration 55Q: 3 clusters Score -3.743504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328255 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -37435036.000000 Penalty: 6306.785645
	Iteration 56Q: 3 clusters Score -3.743504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328272 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -37435032.000000 Penalty: 6306.785645
	Iteration 57Q: 3 clusters Score -3.743503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328283 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -37435060.000000 Penalty: 6306.785645
	Iteration 58Q: 3 clusters Score -3.743506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328300 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -37435048.000000 Penalty: 6306.785645
	Iteration 59Q: 3 clusters Score -3.743505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328316 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -37434988.000000 Penalty: 6306.785645
	Iteration 60F: 3 clusters Score -3.743499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328331 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -37434968.000000 Penalty: 6306.785645
	Iteration 61Q: 3 clusters Score -3.743497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328342 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -37434960.000000 Penalty: 6306.785645
	Iteration 62Q: 3 clusters Score -3.743496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328353 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -37434960.000000 Penalty: 6306.785645
	Iteration 63Q: 3 clusters Score -3.743496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328361 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -37434924.000000 Penalty: 6306.785645
	Iteration 64Q: 3 clusters Score -3.743492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328371 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -37434932.000000 Penalty: 6306.785645
	Iteration 65Q: 3 clusters Score -3.743493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328379 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -37434932.000000 Penalty: 6306.785645
	Iteration 66Q: 3 clusters Score -3.743493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328392 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -37434924.000000 Penalty: 6306.785645
	Iteration 67Q: 3 clusters Score -3.743492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328401 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -37434944.000000 Penalty: 6306.785645
	Iteration 68Q: 3 clusters Score -3.743494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328410 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -37434936.000000 Penalty: 6306.785645
	Iteration 69Q: 3 clusters Score -3.743494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328416 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -37434968.000000 Penalty: 6306.785645
	Iteration 70Q: 3 clusters Score -3.743497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328415 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -37434972.000000 Penalty: 6306.785645
	Iteration 71Q: 3 clusters Score -3.743497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328422 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -37434948.000000 Penalty: 6306.785645
	Iteration 72Q: 3 clusters Score -3.743495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328429 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -37434948.000000 Penalty: 6306.785645
	Iteration 73Q: 3 clusters Score -3.743495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328438 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -37434944.000000 Penalty: 6306.785645
	Iteration 74Q: 3 clusters Score -3.743494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328446 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -37434952.000000 Penalty: 6306.785645
	Iteration 75Q: 3 clusters Score -3.743495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328454 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -37434948.000000 Penalty: 6306.785645
	Iteration 76Q: 3 clusters Score -3.743495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328463 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -37434908.000000 Penalty: 6306.785645
	Iteration 77Q: 3 clusters Score -3.743491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328467 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -37434916.000000 Penalty: 6306.785645
	Iteration 78Q: 3 clusters Score -3.743492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328474 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -37434932.000000 Penalty: 6306.785645
	Iteration 79Q: 3 clusters Score -3.743493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328478 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -37434944.000000 Penalty: 6306.785645
	Iteration 80F: 3 clusters Score -3.743494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328485 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -37434916.000000 Penalty: 6306.785645
	Iteration 81Q: 3 clusters Score -3.743492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328494 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -37434928.000000 Penalty: 6306.785645
	Iteration 82Q: 3 clusters Score -3.743493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328504 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -37434924.000000 Penalty: 6306.785645
	Iteration 83Q: 3 clusters Score -3.743492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328509 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -37434896.000000 Penalty: 6306.785645
	Iteration 84Q: 3 clusters Score -3.74349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328517 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -37434876.000000 Penalty: 6306.785645
	Iteration 85Q: 3 clusters Score -3.743488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328525 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -37434896.000000 Penalty: 6306.785645
	Iteration 86Q: 3 clusters Score -3.74349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328539 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -37434920.000000 Penalty: 6306.785645
	Iteration 87Q: 3 clusters Score -3.743492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328550 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -37434888.000000 Penalty: 6306.785645
	Iteration 88Q: 3 clusters Score -3.743489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328562 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -37434892.000000 Penalty: 6306.785645
	Iteration 89Q: 3 clusters Score -3.743489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328570 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -37434896.000000 Penalty: 6306.785645
	Iteration 90Q: 3 clusters Score -3.74349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328577 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -37434876.000000 Penalty: 6306.785645
	Iteration 91Q: 3 clusters Score -3.743488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328583 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -37434900.000000 Penalty: 6306.785645
	Iteration 92Q: 3 clusters Score -3.74349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328586 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -37434888.000000 Penalty: 6306.785645
	Iteration 93Q: 3 clusters Score -3.743489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328588 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -37434892.000000 Penalty: 6306.785645
	Iteration 94Q: 3 clusters Score -3.743489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328592 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -37434884.000000 Penalty: 6306.785645
	Iteration 95Q: 3 clusters Score -3.743488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328595 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -37434860.000000 Penalty: 6306.785645
	Iteration 96Q: 3 clusters Score -3.743486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328599 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -37434868.000000 Penalty: 6306.785645
	Iteration 97Q: 3 clusters Score -3.743487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328603 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -37434860.000000 Penalty: 6306.785645
	Iteration 98Q: 3 clusters Score -3.743486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328606 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -37434868.000000 Penalty: 6306.785645
	Iteration 99Q: 3 clusters Score -3.743487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328607 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -37434876.000000 Penalty: 6306.785645
	Iteration 100F: 3 clusters Score -3.743488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -37434876.000000 Penalty: 6306.785645
	Iteration 101Q: 3 clusters Score -3.743488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -37434876.000000 Penalty: 6306.785645
	Iteration 102F: 3 clusters Score -3.743488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118062 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80353 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 4190 members 
Entering Unmasked Estep 
Score: -110929232.000000 Penalty: 137178.328125
Splitting cluster 1 changes total score from -110928904.000000 to -110929232.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 2 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -440328.968750 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -440329 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 1965 members 
Entering Unmasked Estep 
Score: -436489.656250 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -436489.7 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -437289.000000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -437289 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -437469.093750 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -437469.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -437580.906250 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -437580.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -437660.312500 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -437660.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -437703.125000 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -437703.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -437729.312500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -437729.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437750.218750 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -437750.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -437767.906250 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -437767.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -437785.750000 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -437785.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437802.593750 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -437802.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -437817.375000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -437817.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -437828.687500 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -437828.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -437839.500000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -437839.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -437848.250000 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -437848.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437855.718750 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -437855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -437860.281250 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -437860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -437863.968750 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -437864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -437869.218750 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -437869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -437871.906250 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -437871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -437875.812500 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -437875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -437880.281250 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -437880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -437881.062500 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -437881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -437884.000000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -437884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -437888.250000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -437888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -437892.812500 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -437892.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -437897.031250 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -437897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437899.093750 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -437899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -437904.656250 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -437904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -437906.875000 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -437906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -437912.656250 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -437912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -437920.375000 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -437920.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -437927.062500 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -437927.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -437934.218750 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -437934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -437938.656250 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -437938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -437940.312500 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -437940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -437942.625000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -437942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -437944.593750 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -437944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -437949.750000 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -437949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437954.656250 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -437954.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437961.031250 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -437961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -437974.281250 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -437974.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -437986.437500 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -437986.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -438001.593750 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -438001.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -438016.218750 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -438016.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -438033.343750 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -438033.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -438053.656250 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -438053.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -438078.406250 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -438078.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -438104.593750 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -438104.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -438133.593750 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -438133.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -438167.500000 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -438167.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -438210.031250 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -438210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -438246.875000 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -438246.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -438278.031250 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -438278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -438311.500000 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -438311.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -438363.687500 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -438363.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -438419.531250 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -438419.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -438481.031250 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -438481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -438556.968750 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -438557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -438626.468750 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -438626.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -438676.093750 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -438676.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -438718.718750 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -438718.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -438757.187500 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -438757.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -438800.687500 Penalty: 4105.596680
	Iteration 63Q: 3 clusters Score -438800.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -438824.531250 Penalty: 4105.596680
	Iteration 64Q: 3 clusters Score -438824.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -438846.906250 Penalty: 4105.596680
	Iteration 65Q: 3 clusters Score -438846.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -438867.125000 Penalty: 4105.596680
	Iteration 66Q: 3 clusters Score -438867.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -438890.187500 Penalty: 4105.596680
	Iteration 67Q: 3 clusters Score -438890.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -438914.000000 Penalty: 4105.596680
	Iteration 68Q: 3 clusters Score -438914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -438941.656250 Penalty: 4105.596680
	Iteration 69Q: 3 clusters Score -438941.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -438970.812500 Penalty: 4105.596680
	Iteration 70Q: 3 clusters Score -438970.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -439003.406250 Penalty: 4105.596680
	Iteration 71Q: 3 clusters Score -439003.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -439038.906250 Penalty: 4105.596680
	Iteration 72Q: 3 clusters Score -439038.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -439064.343750 Penalty: 4105.596680
	Iteration 73Q: 3 clusters Score -439064.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -439087.531250 Penalty: 4105.596680
	Iteration 74Q: 3 clusters Score -439087.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -439100.875000 Penalty: 4105.596680
	Iteration 75Q: 3 clusters Score -439100.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -439119.125000 Penalty: 4105.596680
	Iteration 76Q: 3 clusters Score -439119.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -439144.593750 Penalty: 4105.596680
	Iteration 77Q: 3 clusters Score -439144.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -439173.875000 Penalty: 4105.596680
	Iteration 78Q: 3 clusters Score -439173.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -439209.468750 Penalty: 4105.596680
	Iteration 79Q: 3 clusters Score -439209.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -439261.593750 Penalty: 4105.596680
	Iteration 80F: 3 clusters Score -439261.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -439324.250000 Penalty: 4105.596680
	Iteration 81Q: 3 clusters Score -439324.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -439407.593750 Penalty: 4105.596680
	Iteration 82Q: 3 clusters Score -439407.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -439530.500000 Penalty: 4105.596680
	Iteration 83Q: 3 clusters Score -439530.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -439632.125000 Penalty: 4105.596680
	Iteration 84Q: 3 clusters Score -439632.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -439742.125000 Penalty: 4105.596680
	Iteration 85Q: 3 clusters Score -439742.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -439863.218750 Penalty: 4105.596680
	Iteration 86Q: 3 clusters Score -439863.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -439947.906250 Penalty: 4105.596680
	Iteration 87Q: 3 clusters Score -439947.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -440006.500000 Penalty: 4105.596680
	Iteration 88Q: 3 clusters Score -440006.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -440045.062500 Penalty: 4105.596680
	Iteration 89Q: 3 clusters Score -440045.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -440081.781250 Penalty: 4105.596680
	Iteration 90Q: 3 clusters Score -440081.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -440120.312500 Penalty: 4105.596680
	Iteration 91Q: 3 clusters Score -440120.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -440145.781250 Penalty: 4105.596680
	Iteration 92Q: 3 clusters Score -440145.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -440166.156250 Penalty: 4105.596680
	Iteration 93Q: 3 clusters Score -440166.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -440189.531250 Penalty: 4105.596680
	Iteration 94Q: 3 clusters Score -440189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -440203.531250 Penalty: 4105.596680
	Iteration 95Q: 3 clusters Score -440203.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -440214.906250 Penalty: 4105.596680
	Iteration 96Q: 3 clusters Score -440214.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -440224.531250 Penalty: 4105.596680
	Iteration 97Q: 3 clusters Score -440224.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -440235.281250 Penalty: 4105.596680
	Iteration 98Q: 3 clusters Score -440235.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -440252.875000 Penalty: 4105.596680
	Iteration 99Q: 3 clusters Score -440252.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -440265.656250 Penalty: 4105.596680
	Iteration 100F: 3 clusters Score -440265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -440271.906250 Penalty: 4105.596680
	Iteration 101Q: 3 clusters Score -440271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -440274.875000 Penalty: 4105.596680
	Iteration 102Q: 3 clusters Score -440274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -440275.125000 Penalty: 4105.596680
	Iteration 103Q: 3 clusters Score -440275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -440275.781250 Penalty: 4105.596680
	Iteration 104Q: 3 clusters Score -440275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -440275.781250 Penalty: 4105.596680
	Iteration 105F: 3 clusters Score -440275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Entering Unmasked Estep 
Score: -1656925.000000 Penalty: 2375.146240
	Iteration 0F: 2 clusters Score -1656925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1646503.000000 Penalty: 4750.292480
	Iteration 0F: 3 clusters Score -1646503 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1649850.875000 Penalty: 4750.292480
	Iteration 1F: 3 clusters Score -1649851 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1650323.875000 Penalty: 4750.292480
	Iteration 2F: 3 clusters Score -1650324 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1650744.625000 Penalty: 4750.292480
	Iteration 3F: 3 clusters Score -1650745 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1651113.250000 Penalty: 4750.292480
	Iteration 4F: 3 clusters Score -1651113 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1651496.375000 Penalty: 4750.292480
	Iteration 5Q: 3 clusters Score -1651496 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1651933.500000 Penalty: 4750.292480
	Iteration 6Q: 3 clusters Score -1651934 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1652435.625000 Penalty: 4750.292480
	Iteration 7F: 3 clusters Score -1652436 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1652963.625000 Penalty: 4750.292480
	Iteration 8Q: 3 clusters Score -1652964 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1653478.250000 Penalty: 4750.292480
	Iteration 9Q: 3 clusters Score -1653478 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1653859.625000 Penalty: 4750.292480
	Iteration 10Q: 3 clusters Score -1653860 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1654100.000000 Penalty: 4750.292480
	Iteration 11Q: 3 clusters Score -1654100 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1654213.375000 Penalty: 4750.292480
	Iteration 12Q: 3 clusters Score -1654213 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1654273.500000 Penalty: 4750.292480
	Iteration 13Q: 3 clusters Score -1654274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1654313.875000 Penalty: 4750.292480
	Iteration 14Q: 3 clusters Score -1654314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1654342.750000 Penalty: 4750.292480
	Iteration 15Q: 3 clusters Score -1654343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1654366.000000 Penalty: 4750.292480
	Iteration 16Q: 3 clusters Score -1654366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1654383.500000 Penalty: 4750.292480
	Iteration 17Q: 3 clusters Score -1654384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1654388.875000 Penalty: 4750.292480
	Iteration 18Q: 3 clusters Score -1654389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1654405.750000 Penalty: 4750.292480
	Iteration 19Q: 3 clusters Score -1654406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1654409.625000 Penalty: 4750.292480
	Iteration 20F: 3 clusters Score -1654410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1654416.375000 Penalty: 4750.292480
	Iteration 21Q: 3 clusters Score -1654416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1654419.625000 Penalty: 4750.292480
	Iteration 22Q: 3 clusters Score -1654420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1654431.250000 Penalty: 4750.292480
	Iteration 23Q: 3 clusters Score -1654431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1654440.625000 Penalty: 4750.292480
	Iteration 24Q: 3 clusters Score -1654441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1654444.125000 Penalty: 4750.292480
	Iteration 25Q: 3 clusters Score -1654444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1654453.500000 Penalty: 4750.292480
	Iteration 26Q: 3 clusters Score -1654454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1654457.125000 Penalty: 4750.292480
	Iteration 27Q: 3 clusters Score -1654457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1654457.750000 Penalty: 4750.292480
	Iteration 28Q: 3 clusters Score -1654458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1654469.000000 Penalty: 4750.292480
	Iteration 29Q: 3 clusters Score -1654469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1654467.250000 Penalty: 4750.292480
	Iteration 30Q: 3 clusters Score -1654467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1654465.000000 Penalty: 4750.292480
	Iteration 31Q: 3 clusters Score -1654465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1654471.625000 Penalty: 4750.292480
	Iteration 32Q: 3 clusters Score -1654472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1654467.250000 Penalty: 4750.292480
	Iteration 33Q: 3 clusters Score -1654467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1654465.500000 Penalty: 4750.292480
	Iteration 34Q: 3 clusters Score -1654466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1654468.250000 Penalty: 4750.292480
	Iteration 35Q: 3 clusters Score -1654468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1654473.875000 Penalty: 4750.292480
	Iteration 36Q: 3 clusters Score -1654474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1654477.875000 Penalty: 4750.292480
	Iteration 37Q: 3 clusters Score -1654478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1654479.125000 Penalty: 4750.292480
	Iteration 38Q: 3 clusters Score -1654479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1654481.125000 Penalty: 4750.292480
	Iteration 39Q: 3 clusters Score -1654481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1654480.375000 Penalty: 4750.292480
	Iteration 40F: 3 clusters Score -1654480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1654483.000000 Penalty: 4750.292480
	Iteration 41Q: 3 clusters Score -1654483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1654484.625000 Penalty: 4750.292480
	Iteration 42Q: 3 clusters Score -1654485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1654484.500000 Penalty: 4750.292480
	Iteration 43Q: 3 clusters Score -1654484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1654481.875000 Penalty: 4750.292480
	Iteration 44Q: 3 clusters Score -1654482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1654488.000000 Penalty: 4750.292480
	Iteration 45Q: 3 clusters Score -1654488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1654483.750000 Penalty: 4750.292480
	Iteration 46Q: 3 clusters Score -1654484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1654483.625000 Penalty: 4750.292480
	Iteration 47Q: 3 clusters Score -1654484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1654485.875000 Penalty: 4750.292480
	Iteration 48Q: 3 clusters Score -1654486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1654486.250000 Penalty: 4750.292480
	Iteration 49Q: 3 clusters Score -1654486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1654490.125000 Penalty: 4750.292480
	Iteration 50Q: 3 clusters Score -1654490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1654490.250000 Penalty: 4750.292480
	Iteration 51Q: 3 clusters Score -1654490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1654486.875000 Penalty: 4750.292480
	Iteration 52Q: 3 clusters Score -1654487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1654488.250000 Penalty: 4750.292480
	Iteration 53Q: 3 clusters Score -1654488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1654491.250000 Penalty: 4750.292480
	Iteration 54Q: 3 clusters Score -1654491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1654492.875000 Penalty: 4750.292480
	Iteration 55Q: 3 clusters Score -1654493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1654492.750000 Penalty: 4750.292480
	Iteration 56Q: 3 clusters Score -1654493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1654492.500000 Penalty: 4750.292480
	Iteration 57Q: 3 clusters Score -1654492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1654496.000000 Penalty: 4750.292480
	Iteration 58Q: 3 clusters Score -1654496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1654495.875000 Penalty: 4750.292480
	Iteration 59Q: 3 clusters Score -1654496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1654499.125000 Penalty: 4750.292480
	Iteration 60F: 3 clusters Score -1654499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1654498.500000 Penalty: 4750.292480
	Iteration 61Q: 3 clusters Score -1654498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1654503.000000 Penalty: 4750.292480
	Iteration 62Q: 3 clusters Score -1654503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1654500.500000 Penalty: 4750.292480
	Iteration 63Q: 3 clusters Score -1654500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1654500.250000 Penalty: 4750.292480
	Iteration 64Q: 3 clusters Score -1654500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1654498.625000 Penalty: 4750.292480
	Iteration 65Q: 3 clusters Score -1654499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1654498.625000 Penalty: 4750.292480
	Iteration 66F: 3 clusters Score -1654499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Entering Unmasked Estep 
Score: -4188616.250000 Penalty: 2630.721436
	Iteration 0F: 2 clusters Score -4188616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4161251.500000 Penalty: 5261.442871
	Iteration 0F: 3 clusters Score -4161252 nChanged 18617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4172298.250000 Penalty: 5261.442871
	Iteration 1F: 3 clusters Score -4172298 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4173528.250000 Penalty: 5261.442871
	Iteration 2F: 3 clusters Score -4173528 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4174705.250000 Penalty: 5261.442871
	Iteration 3F: 3 clusters Score -4174705 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4175794.000000 Penalty: 5261.442871
	Iteration 4F: 3 clusters Score -4175794 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4176810.250000 Penalty: 5261.442871
	Iteration 5F: 3 clusters Score -4176810 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4177783.250000 Penalty: 5261.442871
	Iteration 6Q: 3 clusters Score -4177783 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4178818.750000 Penalty: 5261.442871
	Iteration 7Q: 3 clusters Score -4178819 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4180111.750000 Penalty: 5261.442871
	Iteration 8Q: 3 clusters Score -4180112 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4181551.250000 Penalty: 5261.442871
	Iteration 9Q: 3 clusters Score -4181551 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4182756.250000 Penalty: 5261.442871
	Iteration 10Q: 3 clusters Score -4182756 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4183607.500000 Penalty: 5261.442871
	Iteration 11Q: 3 clusters Score -4183608 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4184223.000000 Penalty: 5261.442871
	Iteration 12Q: 3 clusters Score -4184223 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4184691.250000 Penalty: 5261.442871
	Iteration 13Q: 3 clusters Score -4184691 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4185098.250000 Penalty: 5261.442871
	Iteration 14Q: 3 clusters Score -4185098 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4185417.250000 Penalty: 5261.442871
	Iteration 15Q: 3 clusters Score -4185417 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4185694.750000 Penalty: 5261.442871
	Iteration 16Q: 3 clusters Score -4185695 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4185971.000000 Penalty: 5261.442871
	Iteration 17Q: 3 clusters Score -4185971 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4186245.750000 Penalty: 5261.442871
	Iteration 18Q: 3 clusters Score -4186246 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -4186528.750000 Penalty: 5261.442871
	Iteration 19Q: 3 clusters Score -4186529 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4186769.000000 Penalty: 5261.442871
	Iteration 20F: 3 clusters Score -4186769 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4186982.000000 Penalty: 5261.442871
	Iteration 21Q: 3 clusters Score -4186982 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4187156.500000 Penalty: 5261.442871
	Iteration 22Q: 3 clusters Score -4187156 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -4187325.500000 Penalty: 5261.442871
	Iteration 23Q: 3 clusters Score -4187326 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4187428.000000 Penalty: 5261.442871
	Iteration 24Q: 3 clusters Score -4187428 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4187540.000000 Penalty: 5261.442871
	Iteration 25Q: 3 clusters Score -4187540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4187595.250000 Penalty: 5261.442871
	Iteration 26Q: 3 clusters Score -4187595 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4187674.750000 Penalty: 5261.442871
	Iteration 27Q: 3 clusters Score -4187675 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4187740.500000 Penalty: 5261.442871
	Iteration 28Q: 3 clusters Score -4187740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4187781.500000 Penalty: 5261.442871
	Iteration 29Q: 3 clusters Score -4187782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4187803.500000 Penalty: 5261.442871
	Iteration 30Q: 3 clusters Score -4187804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4187820.500000 Penalty: 5261.442871
	Iteration 31Q: 3 clusters Score -4187820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4187850.250000 Penalty: 5261.442871
	Iteration 32Q: 3 clusters Score -4187850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -4187882.500000 Penalty: 5261.442871
	Iteration 33Q: 3 clusters Score -4187882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4187895.000000 Penalty: 5261.442871
	Iteration 34Q: 3 clusters Score -4187895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4187898.000000 Penalty: 5261.442871
	Iteration 35Q: 3 clusters Score -4187898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -4187895.000000 Penalty: 5261.442871
	Iteration 36Q: 3 clusters Score -4187895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4187908.750000 Penalty: 5261.442871
	Iteration 37Q: 3 clusters Score -4187909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4187929.000000 Penalty: 5261.442871
	Iteration 38Q: 3 clusters Score -4187929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -4187940.000000 Penalty: 5261.442871
	Iteration 39Q: 3 clusters Score -4187940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4187951.500000 Penalty: 5261.442871
	Iteration 40F: 3 clusters Score -4187952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4187965.500000 Penalty: 5261.442871
	Iteration 41Q: 3 clusters Score -4187966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4187977.250000 Penalty: 5261.442871
	Iteration 42Q: 3 clusters Score -4187977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -4187981.000000 Penalty: 5261.442871
	Iteration 43Q: 3 clusters Score -4187981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4187988.250000 Penalty: 5261.442871
	Iteration 44Q: 3 clusters Score -4187988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4187996.500000 Penalty: 5261.442871
	Iteration 45Q: 3 clusters Score -4187996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -4188010.500000 Penalty: 5261.442871
	Iteration 46Q: 3 clusters Score -4188010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4188011.500000 Penalty: 5261.442871
	Iteration 47Q: 3 clusters Score -4188012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -4188008.000000 Penalty: 5261.442871
	Iteration 48Q: 3 clusters Score -4188008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4188019.250000 Penalty: 5261.442871
	Iteration 49Q: 3 clusters Score -4188019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -4188021.250000 Penalty: 5261.442871
	Iteration 50Q: 3 clusters Score -4188021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4188025.250000 Penalty: 5261.442871
	Iteration 51Q: 3 clusters Score -4188025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -4188024.250000 Penalty: 5261.442871
	Iteration 52Q: 3 clusters Score -4188024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -4188027.500000 Penalty: 5261.442871
	Iteration 53Q: 3 clusters Score -4188028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4188036.250000 Penalty: 5261.442871
	Iteration 54Q: 3 clusters Score -4188036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4188035.500000 Penalty: 5261.442871
	Iteration 55Q: 3 clusters Score -4188036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4188033.750000 Penalty: 5261.442871
	Iteration 56Q: 3 clusters Score -4188034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4188034.000000 Penalty: 5261.442871
	Iteration 57Q: 3 clusters Score -4188034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4188037.500000 Penalty: 5261.442871
	Iteration 58Q: 3 clusters Score -4188038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4188038.750000 Penalty: 5261.442871
	Iteration 59Q: 3 clusters Score -4188039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4188036.250000 Penalty: 5261.442871
	Iteration 60F: 3 clusters Score -4188036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4188038.500000 Penalty: 5261.442871
	Iteration 61Q: 3 clusters Score -4188038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -4188037.250000 Penalty: 5261.442871
	Iteration 62Q: 3 clusters Score -4188037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -4188037.250000 Penalty: 5261.442871
	Iteration 63F: 3 clusters Score -4188037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Entering Unmasked Estep 
Score: -12406154.000000 Penalty: 2878.061279
	Iteration 0F: 2 clusters Score -1.240615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -12332799.000000 Penalty: 5756.122559
	Iteration 0F: 3 clusters Score -1.23328e+07 nChanged 52046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -12362830.000000 Penalty: 5756.122559
	Iteration 1F: 3 clusters Score -1.236283e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -12363938.000000 Penalty: 5756.122559
	Iteration 2Q: 3 clusters Score -1.236394e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -12365483.000000 Penalty: 5756.122559
	Iteration 3Q: 3 clusters Score -1.236548e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -12368209.000000 Penalty: 5756.122559
	Iteration 4F: 3 clusters Score -1.236821e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -12373159.000000 Penalty: 5756.122559
	Iteration 5F: 3 clusters Score -1.237316e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -12381316.000000 Penalty: 5756.122559
	Iteration 6F: 3 clusters Score -1.238132e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -12391479.000000 Penalty: 5756.122559
	Iteration 7F: 3 clusters Score -1.239148e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 104889 members 
Entering Unmasked Estep 
Score: -12399150.000000 Penalty: 5756.122559
	Iteration 8F: 3 clusters Score -1.239915e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 108234 members 
Entering Unmasked Estep 
Score: -12402290.000000 Penalty: 5756.122559
	Iteration 9Q: 3 clusters Score -1.240229e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
Score: -12403180.000000 Penalty: 5756.122559
	Iteration 10Q: 3 clusters Score -1.240318e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -12403403.000000 Penalty: 5756.122559
	Iteration 11Q: 3 clusters Score -1.24034e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -12403516.000000 Penalty: 5756.122559
	Iteration 12Q: 3 clusters Score -1.240352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -12403593.000000 Penalty: 5756.122559
	Iteration 13Q: 3 clusters Score -1.240359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -12403626.000000 Penalty: 5756.122559
	Iteration 14Q: 3 clusters Score -1.240363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -12403627.000000 Penalty: 5756.122559
	Iteration 15Q: 3 clusters Score -1.240363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -12403642.000000 Penalty: 5756.122559
	Iteration 16Q: 3 clusters Score -1.240364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -12403649.000000 Penalty: 5756.122559
	Iteration 17Q: 3 clusters Score -1.240365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -12403656.000000 Penalty: 5756.122559
	Iteration 18Q: 3 clusters Score -1.240366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -12403666.000000 Penalty: 5756.122559
	Iteration 19Q: 3 clusters Score -1.240367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -12403682.000000 Penalty: 5756.122559
	Iteration 20F: 3 clusters Score -1.240368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109456 members 
Entering Unmasked Estep 
Score: -12403682.000000 Penalty: 5756.122559
	Iteration 21Q: 3 clusters Score -1.240368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109456 members 
Entering Unmasked Estep 
Score: -12403692.000000 Penalty: 5756.122559
	Iteration 22Q: 3 clusters Score -1.240369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109456 members 
Entering Unmasked Estep 
Score: -12403687.000000 Penalty: 5756.122559
	Iteration 23Q: 3 clusters Score -1.240369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -12403689.000000 Penalty: 5756.122559
	Iteration 24Q: 3 clusters Score -1.240369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -12403681.000000 Penalty: 5756.122559
	Iteration 25Q: 3 clusters Score -1.240368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -12403692.000000 Penalty: 5756.122559
	Iteration 26Q: 3 clusters Score -1.240369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -12403692.000000 Penalty: 5756.122559
	Iteration 27F: 3 clusters Score -1.240369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Entering Unmasked Estep 
Score: -2229016.500000 Penalty: 2460.951660
	Iteration 0F: 2 clusters Score -2229016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2214674.500000 Penalty: 4921.903320
	Iteration 0F: 3 clusters Score -2214674 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2219647.500000 Penalty: 4921.903320
	Iteration 1F: 3 clusters Score -2219648 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2220234.750000 Penalty: 4921.903320
	Iteration 2F: 3 clusters Score -2220235 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2220878.250000 Penalty: 4921.903320
	Iteration 3F: 3 clusters Score -2220878 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2221600.250000 Penalty: 4921.903320
	Iteration 4F: 3 clusters Score -2221600 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2222370.500000 Penalty: 4921.903320
	Iteration 5F: 3 clusters Score -2222370 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2223127.250000 Penalty: 4921.903320
	Iteration 6F: 3 clusters Score -2223127 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2223847.750000 Penalty: 4921.903320
	Iteration 7F: 3 clusters Score -2223848 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2224438.750000 Penalty: 4921.903320
	Iteration 8Q: 3 clusters Score -2224439 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2224952.500000 Penalty: 4921.903320
	Iteration 9Q: 3 clusters Score -2224952 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2225394.500000 Penalty: 4921.903320
	Iteration 10Q: 3 clusters Score -2225394 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2225725.500000 Penalty: 4921.903320
	Iteration 11Q: 3 clusters Score -2225726 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2225966.250000 Penalty: 4921.903320
	Iteration 12Q: 3 clusters Score -2225966 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2226119.500000 Penalty: 4921.903320
	Iteration 13Q: 3 clusters Score -2226120 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2226235.500000 Penalty: 4921.903320
	Iteration 14Q: 3 clusters Score -2226236 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2226317.500000 Penalty: 4921.903320
	Iteration 15Q: 3 clusters Score -2226318 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2226399.250000 Penalty: 4921.903320
	Iteration 16Q: 3 clusters Score -2226399 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2226498.250000 Penalty: 4921.903320
	Iteration 17Q: 3 clusters Score -2226498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2226565.750000 Penalty: 4921.903320
	Iteration 18Q: 3 clusters Score -2226566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2226643.500000 Penalty: 4921.903320
	Iteration 19Q: 3 clusters Score -2226644 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2226709.500000 Penalty: 4921.903320
	Iteration 20F: 3 clusters Score -2226710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2226782.750000 Penalty: 4921.903320
	Iteration 21Q: 3 clusters Score -2226783 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2226843.750000 Penalty: 4921.903320
	Iteration 22Q: 3 clusters Score -2226844 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2226890.250000 Penalty: 4921.903320
	Iteration 23Q: 3 clusters Score -2226890 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2226961.500000 Penalty: 4921.903320
	Iteration 24Q: 3 clusters Score -2226962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2226997.000000 Penalty: 4921.903320
	Iteration 25Q: 3 clusters Score -2226997 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2227054.500000 Penalty: 4921.903320
	Iteration 26Q: 3 clusters Score -2227054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2227094.750000 Penalty: 4921.903320
	Iteration 27Q: 3 clusters Score -2227095 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2227145.500000 Penalty: 4921.903320
	Iteration 28Q: 3 clusters Score -2227146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2227196.000000 Penalty: 4921.903320
	Iteration 29Q: 3 clusters Score -2227196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2227263.000000 Penalty: 4921.903320
	Iteration 30Q: 3 clusters Score -2227263 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2227330.750000 Penalty: 4921.903320
	Iteration 31Q: 3 clusters Score -2227331 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2227400.250000 Penalty: 4921.903320
	Iteration 32Q: 3 clusters Score -2227400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2227457.000000 Penalty: 4921.903320
	Iteration 33Q: 3 clusters Score -2227457 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2227500.750000 Penalty: 4921.903320
	Iteration 34Q: 3 clusters Score -2227501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2227549.750000 Penalty: 4921.903320
	Iteration 35Q: 3 clusters Score -2227550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2227598.750000 Penalty: 4921.903320
	Iteration 36Q: 3 clusters Score -2227599 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2227637.500000 Penalty: 4921.903320
	Iteration 37Q: 3 clusters Score -2227638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2227673.000000 Penalty: 4921.903320
	Iteration 38Q: 3 clusters Score -2227673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2227687.250000 Penalty: 4921.903320
	Iteration 39Q: 3 clusters Score -2227687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2227692.500000 Penalty: 4921.903320
	Iteration 40F: 3 clusters Score -2227692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2227707.250000 Penalty: 4921.903320
	Iteration 41Q: 3 clusters Score -2227707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2227718.000000 Penalty: 4921.903320
	Iteration 42Q: 3 clusters Score -2227718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2227721.750000 Penalty: 4921.903320
	Iteration 43Q: 3 clusters Score -2227722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2227731.750000 Penalty: 4921.903320
	Iteration 44Q: 3 clusters Score -2227732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2227734.000000 Penalty: 4921.903320
	Iteration 45Q: 3 clusters Score -2227734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2227734.250000 Penalty: 4921.903320
	Iteration 46Q: 3 clusters Score -2227734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2227739.750000 Penalty: 4921.903320
	Iteration 47Q: 3 clusters Score -2227740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2227738.750000 Penalty: 4921.903320
	Iteration 48Q: 3 clusters Score -2227739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2227738.500000 Penalty: 4921.903320
	Iteration 49Q: 3 clusters Score -2227738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2227737.000000 Penalty: 4921.903320
	Iteration 50Q: 3 clusters Score -2227737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2227739.750000 Penalty: 4921.903320
	Iteration 51Q: 3 clusters Score -2227740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2227742.750000 Penalty: 4921.903320
	Iteration 52Q: 3 clusters Score -2227743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2227740.750000 Penalty: 4921.903320
	Iteration 53Q: 3 clusters Score -2227741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2227740.750000 Penalty: 4921.903320
	Iteration 54F: 3 clusters Score -2227741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Entering Unmasked Estep 
Score: -4536329.000000 Penalty: 2632.347168
	Iteration 0F: 2 clusters Score -4536329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4508760.500000 Penalty: 5264.694336
	Iteration 0F: 3 clusters Score -4508760 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4519534.500000 Penalty: 5264.694336
	Iteration 1F: 3 clusters Score -4519534 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4520468.500000 Penalty: 5264.694336
	Iteration 2F: 3 clusters Score -4520468 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4521508.500000 Penalty: 5264.694336
	Iteration 3F: 3 clusters Score -4521508 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4522865.000000 Penalty: 5264.694336
	Iteration 4F: 3 clusters Score -4522865 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4524593.000000 Penalty: 5264.694336
	Iteration 5F: 3 clusters Score -4524593 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4526567.000000 Penalty: 5264.694336
	Iteration 6F: 3 clusters Score -4526567 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4528492.000000 Penalty: 5264.694336
	Iteration 7F: 3 clusters Score -4528492 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4530129.000000 Penalty: 5264.694336
	Iteration 8Q: 3 clusters Score -4530129 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4531321.000000 Penalty: 5264.694336
	Iteration 9Q: 3 clusters Score -4531321 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4532103.000000 Penalty: 5264.694336
	Iteration 10Q: 3 clusters Score -4532103 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4532685.500000 Penalty: 5264.694336
	Iteration 11Q: 3 clusters Score -4532686 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4533146.000000 Penalty: 5264.694336
	Iteration 12Q: 3 clusters Score -4533146 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4533474.000000 Penalty: 5264.694336
	Iteration 13Q: 3 clusters Score -4533474 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4533716.000000 Penalty: 5264.694336
	Iteration 14Q: 3 clusters Score -4533716 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4533872.000000 Penalty: 5264.694336
	Iteration 15Q: 3 clusters Score -4533872 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4533986.500000 Penalty: 5264.694336
	Iteration 16Q: 3 clusters Score -4533986 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4534075.500000 Penalty: 5264.694336
	Iteration 17Q: 3 clusters Score -4534076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4534149.000000 Penalty: 5264.694336
	Iteration 18Q: 3 clusters Score -4534149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4534208.500000 Penalty: 5264.694336
	Iteration 19Q: 3 clusters Score -4534208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4534252.000000 Penalty: 5264.694336
	Iteration 20F: 3 clusters Score -4534252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4534263.500000 Penalty: 5264.694336
	Iteration 21Q: 3 clusters Score -4534264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4534284.500000 Penalty: 5264.694336
	Iteration 22Q: 3 clusters Score -4534284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4534297.500000 Penalty: 5264.694336
	Iteration 23Q: 3 clusters Score -4534298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4534301.500000 Penalty: 5264.694336
	Iteration 24Q: 3 clusters Score -4534302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4534323.500000 Penalty: 5264.694336
	Iteration 25Q: 3 clusters Score -4534324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4534325.000000 Penalty: 5264.694336
	Iteration 26Q: 3 clusters Score -4534325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4534328.500000 Penalty: 5264.694336
	Iteration 27Q: 3 clusters Score -4534328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4534335.500000 Penalty: 5264.694336
	Iteration 28Q: 3 clusters Score -4534336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4534342.000000 Penalty: 5264.694336
	Iteration 29Q: 3 clusters Score -4534342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4534351.500000 Penalty: 5264.694336
	Iteration 30Q: 3 clusters Score -4534352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4534350.000000 Penalty: 5264.694336
	Iteration 31Q: 3 clusters Score -4534350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4534358.000000 Penalty: 5264.694336
	Iteration 32Q: 3 clusters Score -4534358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4534366.500000 Penalty: 5264.694336
	Iteration 33Q: 3 clusters Score -4534366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4534369.500000 Penalty: 5264.694336
	Iteration 34Q: 3 clusters Score -4534370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4534378.000000 Penalty: 5264.694336
	Iteration 35Q: 3 clusters Score -4534378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4534382.000000 Penalty: 5264.694336
	Iteration 36Q: 3 clusters Score -4534382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4534381.500000 Penalty: 5264.694336
	Iteration 37Q: 3 clusters Score -4534382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4534390.000000 Penalty: 5264.694336
	Iteration 38Q: 3 clusters Score -4534390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4534396.000000 Penalty: 5264.694336
	Iteration 39Q: 3 clusters Score -4534396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4534402.000000 Penalty: 5264.694336
	Iteration 40F: 3 clusters Score -4534402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4534401.500000 Penalty: 5264.694336
	Iteration 41Q: 3 clusters Score -4534402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4534396.000000 Penalty: 5264.694336
	Iteration 42Q: 3 clusters Score -4534396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4534403.500000 Penalty: 5264.694336
	Iteration 43Q: 3 clusters Score -4534404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4534405.500000 Penalty: 5264.694336
	Iteration 44Q: 3 clusters Score -4534406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4534408.500000 Penalty: 5264.694336
	Iteration 45Q: 3 clusters Score -4534408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4534412.000000 Penalty: 5264.694336
	Iteration 46Q: 3 clusters Score -4534412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4534404.500000 Penalty: 5264.694336
	Iteration 47Q: 3 clusters Score -4534404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4534411.000000 Penalty: 5264.694336
	Iteration 48Q: 3 clusters Score -4534411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4534411.000000 Penalty: 5264.694336
	Iteration 49F: 3 clusters Score -4534411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Entering Unmasked Estep 
Score: -1465586.375000 Penalty: 2351.584961
	Iteration 0F: 2 clusters Score -1465586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1455930.500000 Penalty: 4703.169922
	Iteration 0F: 3 clusters Score -1455930 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1459004.000000 Penalty: 4703.169922
	Iteration 1F: 3 clusters Score -1459004 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1459488.000000 Penalty: 4703.169922
	Iteration 2F: 3 clusters Score -1459488 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1459969.375000 Penalty: 4703.169922
	Iteration 3F: 3 clusters Score -1459969 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1460467.250000 Penalty: 4703.169922
	Iteration 4F: 3 clusters Score -1460467 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1460937.750000 Penalty: 4703.169922
	Iteration 5F: 3 clusters Score -1460938 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1461404.625000 Penalty: 4703.169922
	Iteration 6F: 3 clusters Score -1461405 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1461907.375000 Penalty: 4703.169922
	Iteration 7F: 3 clusters Score -1461907 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1462398.750000 Penalty: 4703.169922
	Iteration 8Q: 3 clusters Score -1462399 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1462801.125000 Penalty: 4703.169922
	Iteration 9Q: 3 clusters Score -1462801 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1463093.875000 Penalty: 4703.169922
	Iteration 10Q: 3 clusters Score -1463094 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1463283.750000 Penalty: 4703.169922
	Iteration 11Q: 3 clusters Score -1463284 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1463413.625000 Penalty: 4703.169922
	Iteration 12Q: 3 clusters Score -1463414 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1463488.625000 Penalty: 4703.169922
	Iteration 13Q: 3 clusters Score -1463489 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1463539.750000 Penalty: 4703.169922
	Iteration 14Q: 3 clusters Score -1463540 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1463565.000000 Penalty: 4703.169922
	Iteration 15Q: 3 clusters Score -1463565 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1463585.375000 Penalty: 4703.169922
	Iteration 16Q: 3 clusters Score -1463585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1463605.625000 Penalty: 4703.169922
	Iteration 17Q: 3 clusters Score -1463606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1463624.125000 Penalty: 4703.169922
	Iteration 18Q: 3 clusters Score -1463624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1463634.250000 Penalty: 4703.169922
	Iteration 19Q: 3 clusters Score -1463634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1463643.750000 Penalty: 4703.169922
	Iteration 20F: 3 clusters Score -1463644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1463647.625000 Penalty: 4703.169922
	Iteration 21Q: 3 clusters Score -1463648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1463653.625000 Penalty: 4703.169922
	Iteration 22Q: 3 clusters Score -1463654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1463664.875000 Penalty: 4703.169922
	Iteration 23Q: 3 clusters Score -1463665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1463665.250000 Penalty: 4703.169922
	Iteration 24Q: 3 clusters Score -1463665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1463672.375000 Penalty: 4703.169922
	Iteration 25Q: 3 clusters Score -1463672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1463677.625000 Penalty: 4703.169922
	Iteration 26Q: 3 clusters Score -1463678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1463680.250000 Penalty: 4703.169922
	Iteration 27Q: 3 clusters Score -1463680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1463680.500000 Penalty: 4703.169922
	Iteration 28Q: 3 clusters Score -1463680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1463688.875000 Penalty: 4703.169922
	Iteration 29Q: 3 clusters Score -1463689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1463690.500000 Penalty: 4703.169922
	Iteration 30Q: 3 clusters Score -1463690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1463690.750000 Penalty: 4703.169922
	Iteration 31Q: 3 clusters Score -1463691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1463690.375000 Penalty: 4703.169922
	Iteration 32Q: 3 clusters Score -1463690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1463695.750000 Penalty: 4703.169922
	Iteration 33Q: 3 clusters Score -1463696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1463695.625000 Penalty: 4703.169922
	Iteration 34Q: 3 clusters Score -1463696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1463698.125000 Penalty: 4703.169922
	Iteration 35Q: 3 clusters Score -1463698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1463697.750000 Penalty: 4703.169922
	Iteration 36Q: 3 clusters Score -1463698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1463700.500000 Penalty: 4703.169922
	Iteration 37Q: 3 clusters Score -1463700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1463699.875000 Penalty: 4703.169922
	Iteration 38Q: 3 clusters Score -1463700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1463705.625000 Penalty: 4703.169922
	Iteration 39Q: 3 clusters Score -1463706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1463704.875000 Penalty: 4703.169922
	Iteration 40F: 3 clusters Score -1463705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1463705.000000 Penalty: 4703.169922
	Iteration 41Q: 3 clusters Score -1463705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1463707.500000 Penalty: 4703.169922
	Iteration 42Q: 3 clusters Score -1463708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1463712.625000 Penalty: 4703.169922
	Iteration 43Q: 3 clusters Score -1463713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1463710.875000 Penalty: 4703.169922
	Iteration 44Q: 3 clusters Score -1463711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1463711.250000 Penalty: 4703.169922
	Iteration 45Q: 3 clusters Score -1463711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1463712.875000 Penalty: 4703.169922
	Iteration 46Q: 3 clusters Score -1463713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1463712.625000 Penalty: 4703.169922
	Iteration 47Q: 3 clusters Score -1463713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1463714.250000 Penalty: 4703.169922
	Iteration 48Q: 3 clusters Score -1463714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1463715.250000 Penalty: 4703.169922
	Iteration 49Q: 3 clusters Score -1463715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1463720.000000 Penalty: 4703.169922
	Iteration 50Q: 3 clusters Score -1463720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1463717.625000 Penalty: 4703.169922
	Iteration 51Q: 3 clusters Score -1463718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1463719.250000 Penalty: 4703.169922
	Iteration 52Q: 3 clusters Score -1463719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1463718.750000 Penalty: 4703.169922
	Iteration 53Q: 3 clusters Score -1463719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1463721.250000 Penalty: 4703.169922
	Iteration 54Q: 3 clusters Score -1463721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1463719.250000 Penalty: 4703.169922
	Iteration 55Q: 3 clusters Score -1463719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1463722.250000 Penalty: 4703.169922
	Iteration 56Q: 3 clusters Score -1463722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1463721.875000 Penalty: 4703.169922
	Iteration 57Q: 3 clusters Score -1463722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1463724.500000 Penalty: 4703.169922
	Iteration 58Q: 3 clusters Score -1463724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1463725.375000 Penalty: 4703.169922
	Iteration 59Q: 3 clusters Score -1463725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1463724.250000 Penalty: 4703.169922
	Iteration 60F: 3 clusters Score -1463724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1463724.375000 Penalty: 4703.169922
	Iteration 61Q: 3 clusters Score -1463724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1463723.125000 Penalty: 4703.169922
	Iteration 62Q: 3 clusters Score -1463723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1463722.625000 Penalty: 4703.169922
	Iteration 63Q: 3 clusters Score -1463723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1463723.250000 Penalty: 4703.169922
	Iteration 64Q: 3 clusters Score -1463723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1463722.875000 Penalty: 4703.169922
	Iteration 65Q: 3 clusters Score -1463723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1463722.375000 Penalty: 4703.169922
	Iteration 66Q: 3 clusters Score -1463722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1463724.250000 Penalty: 4703.169922
	Iteration 67Q: 3 clusters Score -1463724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1463726.500000 Penalty: 4703.169922
	Iteration 68Q: 3 clusters Score -1463726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1463726.500000 Penalty: 4703.169922
	Iteration 69Q: 3 clusters Score -1463726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1463728.625000 Penalty: 4703.169922
	Iteration 70Q: 3 clusters Score -1463729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1463729.125000 Penalty: 4703.169922
	Iteration 71Q: 3 clusters Score -1463729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1463730.000000 Penalty: 4703.169922
	Iteration 72Q: 3 clusters Score -1463730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1463733.875000 Penalty: 4703.169922
	Iteration 73Q: 3 clusters Score -1463734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1463734.500000 Penalty: 4703.169922
	Iteration 74Q: 3 clusters Score -1463734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1463735.250000 Penalty: 4703.169922
	Iteration 75Q: 3 clusters Score -1463735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1463737.875000 Penalty: 4703.169922
	Iteration 76Q: 3 clusters Score -1463738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1463736.375000 Penalty: 4703.169922
	Iteration 77Q: 3 clusters Score -1463736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1463736.375000 Penalty: 4703.169922
	Iteration 78Q: 3 clusters Score -1463736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1463740.625000 Penalty: 4703.169922
	Iteration 79Q: 3 clusters Score -1463741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1463737.875000 Penalty: 4703.169922
	Iteration 80F: 3 clusters Score -1463738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1463740.125000 Penalty: 4703.169922
	Iteration 81Q: 3 clusters Score -1463740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1463744.500000 Penalty: 4703.169922
	Iteration 82Q: 3 clusters Score -1463744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1463744.500000 Penalty: 4703.169922
	Iteration 83Q: 3 clusters Score -1463744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1463745.375000 Penalty: 4703.169922
	Iteration 84Q: 3 clusters Score -1463745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1463747.125000 Penalty: 4703.169922
	Iteration 85Q: 3 clusters Score -1463747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1463745.750000 Penalty: 4703.169922
	Iteration 86Q: 3 clusters Score -1463746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1463747.625000 Penalty: 4703.169922
	Iteration 87Q: 3 clusters Score -1463748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1463751.750000 Penalty: 4703.169922
	Iteration 88Q: 3 clusters Score -1463752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1463750.375000 Penalty: 4703.169922
	Iteration 89Q: 3 clusters Score -1463750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1463750.125000 Penalty: 4703.169922
	Iteration 90Q: 3 clusters Score -1463750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1463750.625000 Penalty: 4703.169922
	Iteration 91Q: 3 clusters Score -1463751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1463750.625000 Penalty: 4703.169922
	Iteration 92Q: 3 clusters Score -1463751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1463754.000000 Penalty: 4703.169922
	Iteration 93Q: 3 clusters Score -1463754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1463753.000000 Penalty: 4703.169922
	Iteration 94Q: 3 clusters Score -1463753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1463755.375000 Penalty: 4703.169922
	Iteration 95Q: 3 clusters Score -1463755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1463757.375000 Penalty: 4703.169922
	Iteration 96Q: 3 clusters Score -1463757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1463761.250000 Penalty: 4703.169922
	Iteration 97Q: 3 clusters Score -1463761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1463764.375000 Penalty: 4703.169922
	Iteration 98Q: 3 clusters Score -1463764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1463764.000000 Penalty: 4703.169922
	Iteration 99Q: 3 clusters Score -1463764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1463763.125000 Penalty: 4703.169922
	Iteration 100F: 3 clusters Score -1463763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1463767.750000 Penalty: 4703.169922
	Iteration 101Q: 3 clusters Score -1463768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1463768.250000 Penalty: 4703.169922
	Iteration 102Q: 3 clusters Score -1463768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1463770.500000 Penalty: 4703.169922
	Iteration 103Q: 3 clusters Score -1463770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1463777.500000 Penalty: 4703.169922
	Iteration 104Q: 3 clusters Score -1463778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1463783.250000 Penalty: 4703.169922
	Iteration 105Q: 3 clusters Score -1463783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1463782.875000 Penalty: 4703.169922
	Iteration 106Q: 3 clusters Score -1463783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1463783.250000 Penalty: 4703.169922
	Iteration 107Q: 3 clusters Score -1463783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1463787.500000 Penalty: 4703.169922
	Iteration 108Q: 3 clusters Score -1463788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1463786.875000 Penalty: 4703.169922
	Iteration 109Q: 3 clusters Score -1463787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1463792.375000 Penalty: 4703.169922
	Iteration 110Q: 3 clusters Score -1463792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1463792.125000 Penalty: 4703.169922
	Iteration 111Q: 3 clusters Score -1463792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1463796.500000 Penalty: 4703.169922
	Iteration 112Q: 3 clusters Score -1463796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1463798.000000 Penalty: 4703.169922
	Iteration 113Q: 3 clusters Score -1463798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1463797.875000 Penalty: 4703.169922
	Iteration 114Q: 3 clusters Score -1463798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1463804.125000 Penalty: 4703.169922
	Iteration 115Q: 3 clusters Score -1463804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1463804.625000 Penalty: 4703.169922
	Iteration 116Q: 3 clusters Score -1463805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1463810.125000 Penalty: 4703.169922
	Iteration 117Q: 3 clusters Score -1463810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1463811.875000 Penalty: 4703.169922
	Iteration 118Q: 3 clusters Score -1463812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1463816.500000 Penalty: 4703.169922
	Iteration 119Q: 3 clusters Score -1463816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1463821.625000 Penalty: 4703.169922
	Iteration 120F: 3 clusters Score -1463822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1463820.375000 Penalty: 4703.169922
	Iteration 121Q: 3 clusters Score -1463820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1463819.750000 Penalty: 4703.169922
	Iteration 122Q: 3 clusters Score -1463820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1463821.750000 Penalty: 4703.169922
	Iteration 123Q: 3 clusters Score -1463822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1463826.375000 Penalty: 4703.169922
	Iteration 124Q: 3 clusters Score -1463826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1463827.875000 Penalty: 4703.169922
	Iteration 125Q: 3 clusters Score -1463828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1463831.125000 Penalty: 4703.169922
	Iteration 126Q: 3 clusters Score -1463831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1463830.625000 Penalty: 4703.169922
	Iteration 127Q: 3 clusters Score -1463831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1463831.000000 Penalty: 4703.169922
	Iteration 128Q: 3 clusters Score -1463831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1463834.125000 Penalty: 4703.169922
	Iteration 129Q: 3 clusters Score -1463834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1463835.875000 Penalty: 4703.169922
	Iteration 130Q: 3 clusters Score -1463836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1463832.375000 Penalty: 4703.169922
	Iteration 131Q: 3 clusters Score -1463832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1463833.125000 Penalty: 4703.169922
	Iteration 132Q: 3 clusters Score -1463833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1463837.375000 Penalty: 4703.169922
	Iteration 133Q: 3 clusters Score -1463837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1463839.250000 Penalty: 4703.169922
	Iteration 134Q: 3 clusters Score -1463839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1463839.750000 Penalty: 4703.169922
	Iteration 135Q: 3 clusters Score -1463840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1463840.625000 Penalty: 4703.169922
	Iteration 136Q: 3 clusters Score -1463841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1463839.750000 Penalty: 4703.169922
	Iteration 137Q: 3 clusters Score -1463840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1463840.625000 Penalty: 4703.169922
	Iteration 138Q: 3 clusters Score -1463841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1463839.500000 Penalty: 4703.169922
	Iteration 139Q: 3 clusters Score -1463840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1463841.375000 Penalty: 4703.169922
	Iteration 140F: 3 clusters Score -1463841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1463840.625000 Penalty: 4703.169922
	Iteration 141Q: 3 clusters Score -1463841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1463840.000000 Penalty: 4703.169922
	Iteration 142Q: 3 clusters Score -1463840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1463837.500000 Penalty: 4703.169922
	Iteration 143Q: 3 clusters Score -1463838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1463836.750000 Penalty: 4703.169922
	Iteration 144Q: 3 clusters Score -1463837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1463839.625000 Penalty: 4703.169922
	Iteration 145Q: 3 clusters Score -1463840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1463840.875000 Penalty: 4703.169922
	Iteration 146Q: 3 clusters Score -1463841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1463838.125000 Penalty: 4703.169922
	Iteration 147Q: 3 clusters Score -1463838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1463840.125000 Penalty: 4703.169922
	Iteration 148Q: 3 clusters Score -1463840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1463839.500000 Penalty: 4703.169922
	Iteration 149Q: 3 clusters Score -1463840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1463838.875000 Penalty: 4703.169922
	Iteration 150Q: 3 clusters Score -1463839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1463840.375000 Penalty: 4703.169922
	Iteration 151Q: 3 clusters Score -1463840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1463839.375000 Penalty: 4703.169922
	Iteration 152Q: 3 clusters Score -1463839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1463843.125000 Penalty: 4703.169922
	Iteration 153Q: 3 clusters Score -1463843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1463843.250000 Penalty: 4703.169922
	Iteration 154Q: 3 clusters Score -1463843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1463843.250000 Penalty: 4703.169922
	Iteration 155F: 3 clusters Score -1463843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -127498.960938 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -127499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125433.757812 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -125433.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125730.000000 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -125730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -125819.015625 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -125819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125864.242188 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -125864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125889.984375 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -125890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -125907.632812 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -125907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -125921.062500 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -125921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125930.109375 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -125930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -125939.078125 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -125939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125945.750000 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -125945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125948.546875 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -125948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125950.445312 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -125950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125950.914062 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -125950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125951.132812 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -125951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125951.132812 Penalty: 3501.144043
	Iteration 14F: 3 clusters Score -125951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -537343.437500 Penalty: 2105.883301
	Iteration 0F: 2 clusters Score -537343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -532917.375000 Penalty: 4211.766602
	Iteration 0F: 3 clusters Score -532917.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -534044.812500 Penalty: 4211.766602
	Iteration 1F: 3 clusters Score -534044.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -534289.750000 Penalty: 4211.766602
	Iteration 2F: 3 clusters Score -534289.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -534423.000000 Penalty: 4211.766602
	Iteration 3F: 3 clusters Score -534423 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -534510.062500 Penalty: 4211.766602
	Iteration 4Q: 3 clusters Score -534510.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -534585.812500 Penalty: 4211.766602
	Iteration 5Q: 3 clusters Score -534585.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -534663.750000 Penalty: 4211.766602
	Iteration 6Q: 3 clusters Score -534663.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -534748.750000 Penalty: 4211.766602
	Iteration 7Q: 3 clusters Score -534748.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -534821.937500 Penalty: 4211.766602
	Iteration 8Q: 3 clusters Score -534821.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -534886.750000 Penalty: 4211.766602
	Iteration 9Q: 3 clusters Score -534886.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -534957.125000 Penalty: 4211.766602
	Iteration 10Q: 3 clusters Score -534957.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -535035.312500 Penalty: 4211.766602
	Iteration 11Q: 3 clusters Score -535035.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -535112.250000 Penalty: 4211.766602
	Iteration 12Q: 3 clusters Score -535112.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -535201.875000 Penalty: 4211.766602
	Iteration 13Q: 3 clusters Score -535201.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -535311.187500 Penalty: 4211.766602
	Iteration 14Q: 3 clusters Score -535311.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -535428.687500 Penalty: 4211.766602
	Iteration 15Q: 3 clusters Score -535428.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -535561.937500 Penalty: 4211.766602
	Iteration 16Q: 3 clusters Score -535561.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -535698.000000 Penalty: 4211.766602
	Iteration 17Q: 3 clusters Score -535698 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -535815.562500 Penalty: 4211.766602
	Iteration 18Q: 3 clusters Score -535815.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -535898.937500 Penalty: 4211.766602
	Iteration 19Q: 3 clusters Score -535898.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -535967.562500 Penalty: 4211.766602
	Iteration 20F: 3 clusters Score -535967.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -536039.437500 Penalty: 4211.766602
	Iteration 21Q: 3 clusters Score -536039.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -536099.812500 Penalty: 4211.766602
	Iteration 22Q: 3 clusters Score -536099.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -536159.875000 Penalty: 4211.766602
	Iteration 23Q: 3 clusters Score -536159.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -536213.562500 Penalty: 4211.766602
	Iteration 24Q: 3 clusters Score -536213.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -536269.312500 Penalty: 4211.766602
	Iteration 25Q: 3 clusters Score -536269.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -536301.937500 Penalty: 4211.766602
	Iteration 26Q: 3 clusters Score -536301.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -536320.562500 Penalty: 4211.766602
	Iteration 27Q: 3 clusters Score -536320.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -536330.000000 Penalty: 4211.766602
	Iteration 28Q: 3 clusters Score -536330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -536333.437500 Penalty: 4211.766602
	Iteration 29Q: 3 clusters Score -536333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -536334.437500 Penalty: 4211.766602
	Iteration 30Q: 3 clusters Score -536334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -536336.750000 Penalty: 4211.766602
	Iteration 31Q: 3 clusters Score -536336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -536337.500000 Penalty: 4211.766602
	Iteration 32Q: 3 clusters Score -536337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -536338.625000 Penalty: 4211.766602
	Iteration 33Q: 3 clusters Score -536338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -536340.937500 Penalty: 4211.766602
	Iteration 34Q: 3 clusters Score -536340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -536341.250000 Penalty: 4211.766602
	Iteration 35Q: 3 clusters Score -536341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -536342.875000 Penalty: 4211.766602
	Iteration 36Q: 3 clusters Score -536342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -536345.500000 Penalty: 4211.766602
	Iteration 37Q: 3 clusters Score -536345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -536347.437500 Penalty: 4211.766602
	Iteration 38Q: 3 clusters Score -536347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -536350.250000 Penalty: 4211.766602
	Iteration 39Q: 3 clusters Score -536350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -536352.000000 Penalty: 4211.766602
	Iteration 40F: 3 clusters Score -536352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -536352.937500 Penalty: 4211.766602
	Iteration 41Q: 3 clusters Score -536352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -536354.062500 Penalty: 4211.766602
	Iteration 42Q: 3 clusters Score -536354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -536354.625000 Penalty: 4211.766602
	Iteration 43Q: 3 clusters Score -536354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -536354.187500 Penalty: 4211.766602
	Iteration 44Q: 3 clusters Score -536354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -536354.812500 Penalty: 4211.766602
	Iteration 45Q: 3 clusters Score -536354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -536354.812500 Penalty: 4211.766602
	Iteration 46F: 3 clusters Score -536354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Entering Unmasked Estep 
Score: -1827647.250000 Penalty: 2404.585449
	Iteration 0F: 2 clusters Score -1827647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1815931.375000 Penalty: 4809.170898
	Iteration 0F: 3 clusters Score -1815931 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1819824.625000 Penalty: 4809.170898
	Iteration 1F: 3 clusters Score -1819825 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1820253.750000 Penalty: 4809.170898
	Iteration 2F: 3 clusters Score -1820254 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1820671.875000 Penalty: 4809.170898
	Iteration 3F: 3 clusters Score -1820672 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1821153.750000 Penalty: 4809.170898
	Iteration 4F: 3 clusters Score -1821154 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1821654.250000 Penalty: 4809.170898
	Iteration 5F: 3 clusters Score -1821654 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1822101.500000 Penalty: 4809.170898
	Iteration 6Q: 3 clusters Score -1822102 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1822548.250000 Penalty: 4809.170898
	Iteration 7Q: 3 clusters Score -1822548 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1823020.750000 Penalty: 4809.170898
	Iteration 8Q: 3 clusters Score -1823021 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1823393.750000 Penalty: 4809.170898
	Iteration 9Q: 3 clusters Score -1823394 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1823643.625000 Penalty: 4809.170898
	Iteration 10Q: 3 clusters Score -1823644 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1823846.000000 Penalty: 4809.170898
	Iteration 11Q: 3 clusters Score -1823846 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1824016.375000 Penalty: 4809.170898
	Iteration 12Q: 3 clusters Score -1824016 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1824162.250000 Penalty: 4809.170898
	Iteration 13Q: 3 clusters Score -1824162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1824255.625000 Penalty: 4809.170898
	Iteration 14Q: 3 clusters Score -1824256 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1824338.625000 Penalty: 4809.170898
	Iteration 15Q: 3 clusters Score -1824339 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1824420.625000 Penalty: 4809.170898
	Iteration 16Q: 3 clusters Score -1824421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1824487.375000 Penalty: 4809.170898
	Iteration 17Q: 3 clusters Score -1824487 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1824550.500000 Penalty: 4809.170898
	Iteration 18Q: 3 clusters Score -1824550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1824588.500000 Penalty: 4809.170898
	Iteration 19Q: 3 clusters Score -1824588 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1824614.250000 Penalty: 4809.170898
	Iteration 20F: 3 clusters Score -1824614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1824636.000000 Penalty: 4809.170898
	Iteration 21Q: 3 clusters Score -1824636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1824660.375000 Penalty: 4809.170898
	Iteration 22Q: 3 clusters Score -1824660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1824683.000000 Penalty: 4809.170898
	Iteration 23Q: 3 clusters Score -1824683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1824714.000000 Penalty: 4809.170898
	Iteration 24Q: 3 clusters Score -1824714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1824726.625000 Penalty: 4809.170898
	Iteration 25Q: 3 clusters Score -1824727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1824744.500000 Penalty: 4809.170898
	Iteration 26Q: 3 clusters Score -1824744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1824763.500000 Penalty: 4809.170898
	Iteration 27Q: 3 clusters Score -1824764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1824775.875000 Penalty: 4809.170898
	Iteration 28Q: 3 clusters Score -1824776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1824782.875000 Penalty: 4809.170898
	Iteration 29Q: 3 clusters Score -1824783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1824795.000000 Penalty: 4809.170898
	Iteration 30Q: 3 clusters Score -1824795 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1824810.250000 Penalty: 4809.170898
	Iteration 31Q: 3 clusters Score -1824810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1824828.750000 Penalty: 4809.170898
	Iteration 32Q: 3 clusters Score -1824829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1824844.625000 Penalty: 4809.170898
	Iteration 33Q: 3 clusters Score -1824845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1824859.625000 Penalty: 4809.170898
	Iteration 34Q: 3 clusters Score -1824860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1824870.875000 Penalty: 4809.170898
	Iteration 35Q: 3 clusters Score -1824871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1824884.000000 Penalty: 4809.170898
	Iteration 36Q: 3 clusters Score -1824884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1824887.625000 Penalty: 4809.170898
	Iteration 37Q: 3 clusters Score -1824888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1824900.125000 Penalty: 4809.170898
	Iteration 38Q: 3 clusters Score -1824900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1824918.000000 Penalty: 4809.170898
	Iteration 39Q: 3 clusters Score -1824918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1824924.875000 Penalty: 4809.170898
	Iteration 40F: 3 clusters Score -1824925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1824934.625000 Penalty: 4809.170898
	Iteration 41Q: 3 clusters Score -1824935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1824947.500000 Penalty: 4809.170898
	Iteration 42Q: 3 clusters Score -1824948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1824960.125000 Penalty: 4809.170898
	Iteration 43Q: 3 clusters Score -1824960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1824970.750000 Penalty: 4809.170898
	Iteration 44Q: 3 clusters Score -1824971 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1824986.250000 Penalty: 4809.170898
	Iteration 45Q: 3 clusters Score -1824986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1824999.625000 Penalty: 4809.170898
	Iteration 46Q: 3 clusters Score -1825000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1825015.625000 Penalty: 4809.170898
	Iteration 47Q: 3 clusters Score -1825016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1825022.375000 Penalty: 4809.170898
	Iteration 48Q: 3 clusters Score -1825022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1825029.500000 Penalty: 4809.170898
	Iteration 49Q: 3 clusters Score -1825030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1825036.875000 Penalty: 4809.170898
	Iteration 50Q: 3 clusters Score -1825037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1825044.125000 Penalty: 4809.170898
	Iteration 51Q: 3 clusters Score -1825044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1825061.000000 Penalty: 4809.170898
	Iteration 52Q: 3 clusters Score -1825061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1825069.750000 Penalty: 4809.170898
	Iteration 53Q: 3 clusters Score -1825070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1825080.375000 Penalty: 4809.170898
	Iteration 54Q: 3 clusters Score -1825080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1825092.000000 Penalty: 4809.170898
	Iteration 55Q: 3 clusters Score -1825092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1825093.500000 Penalty: 4809.170898
	Iteration 56Q: 3 clusters Score -1825094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1825100.750000 Penalty: 4809.170898
	Iteration 57Q: 3 clusters Score -1825101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1825113.000000 Penalty: 4809.170898
	Iteration 58Q: 3 clusters Score -1825113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1825119.125000 Penalty: 4809.170898
	Iteration 59Q: 3 clusters Score -1825119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1825133.375000 Penalty: 4809.170898
	Iteration 60F: 3 clusters Score -1825133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1825136.000000 Penalty: 4809.170898
	Iteration 61Q: 3 clusters Score -1825136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1825149.250000 Penalty: 4809.170898
	Iteration 62Q: 3 clusters Score -1825149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1825152.875000 Penalty: 4809.170898
	Iteration 63Q: 3 clusters Score -1825153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1825164.625000 Penalty: 4809.170898
	Iteration 64Q: 3 clusters Score -1825165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1825181.125000 Penalty: 4809.170898
	Iteration 65Q: 3 clusters Score -1825181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1825197.125000 Penalty: 4809.170898
	Iteration 66Q: 3 clusters Score -1825197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1825202.250000 Penalty: 4809.170898
	Iteration 67Q: 3 clusters Score -1825202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1825210.000000 Penalty: 4809.170898
	Iteration 68Q: 3 clusters Score -1825210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1825215.625000 Penalty: 4809.170898
	Iteration 69Q: 3 clusters Score -1825216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1825229.250000 Penalty: 4809.170898
	Iteration 70Q: 3 clusters Score -1825229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1825232.000000 Penalty: 4809.170898
	Iteration 71Q: 3 clusters Score -1825232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1825245.500000 Penalty: 4809.170898
	Iteration 72Q: 3 clusters Score -1825246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1825246.500000 Penalty: 4809.170898
	Iteration 73Q: 3 clusters Score -1825246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1825258.375000 Penalty: 4809.170898
	Iteration 74Q: 3 clusters Score -1825258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1825271.625000 Penalty: 4809.170898
	Iteration 75Q: 3 clusters Score -1825272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1825284.750000 Penalty: 4809.170898
	Iteration 76Q: 3 clusters Score -1825285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1825299.625000 Penalty: 4809.170898
	Iteration 77Q: 3 clusters Score -1825300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1825318.000000 Penalty: 4809.170898
	Iteration 78Q: 3 clusters Score -1825318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1825327.000000 Penalty: 4809.170898
	Iteration 79Q: 3 clusters Score -1825327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1825343.250000 Penalty: 4809.170898
	Iteration 80F: 3 clusters Score -1825343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1825353.625000 Penalty: 4809.170898
	Iteration 81Q: 3 clusters Score -1825354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1825359.500000 Penalty: 4809.170898
	Iteration 82Q: 3 clusters Score -1825360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1825367.875000 Penalty: 4809.170898
	Iteration 83Q: 3 clusters Score -1825368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1825385.375000 Penalty: 4809.170898
	Iteration 84Q: 3 clusters Score -1825385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1825388.500000 Penalty: 4809.170898
	Iteration 85Q: 3 clusters Score -1825388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1825397.625000 Penalty: 4809.170898
	Iteration 86Q: 3 clusters Score -1825398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1825410.250000 Penalty: 4809.170898
	Iteration 87Q: 3 clusters Score -1825410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1825416.875000 Penalty: 4809.170898
	Iteration 88Q: 3 clusters Score -1825417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1825424.000000 Penalty: 4809.170898
	Iteration 89Q: 3 clusters Score -1825424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1825434.125000 Penalty: 4809.170898
	Iteration 90Q: 3 clusters Score -1825434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1825436.750000 Penalty: 4809.170898
	Iteration 91Q: 3 clusters Score -1825437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1825450.500000 Penalty: 4809.170898
	Iteration 92Q: 3 clusters Score -1825450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1825458.375000 Penalty: 4809.170898
	Iteration 93Q: 3 clusters Score -1825458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1825464.000000 Penalty: 4809.170898
	Iteration 94Q: 3 clusters Score -1825464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1825463.625000 Penalty: 4809.170898
	Iteration 95Q: 3 clusters Score -1825464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1825469.375000 Penalty: 4809.170898
	Iteration 96Q: 3 clusters Score -1825469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1825471.750000 Penalty: 4809.170898
	Iteration 97Q: 3 clusters Score -1825472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1825472.500000 Penalty: 4809.170898
	Iteration 98Q: 3 clusters Score -1825472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1825474.625000 Penalty: 4809.170898
	Iteration 99Q: 3 clusters Score -1825475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1825479.375000 Penalty: 4809.170898
	Iteration 100F: 3 clusters Score -1825479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1825478.375000 Penalty: 4809.170898
	Iteration 101Q: 3 clusters Score -1825478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1825478.875000 Penalty: 4809.170898
	Iteration 102Q: 3 clusters Score -1825479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1825481.375000 Penalty: 4809.170898
	Iteration 103Q: 3 clusters Score -1825481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1825479.375000 Penalty: 4809.170898
	Iteration 104Q: 3 clusters Score -1825479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1825479.000000 Penalty: 4809.170898
	Iteration 105Q: 3 clusters Score -1825479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1825482.250000 Penalty: 4809.170898
	Iteration 106Q: 3 clusters Score -1825482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1825478.625000 Penalty: 4809.170898
	Iteration 107Q: 3 clusters Score -1825479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1825476.125000 Penalty: 4809.170898
	Iteration 108Q: 3 clusters Score -1825476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1825479.625000 Penalty: 4809.170898
	Iteration 109Q: 3 clusters Score -1825480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1825483.375000 Penalty: 4809.170898
	Iteration 110Q: 3 clusters Score -1825483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1825485.750000 Penalty: 4809.170898
	Iteration 111Q: 3 clusters Score -1825486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1825484.875000 Penalty: 4809.170898
	Iteration 112Q: 3 clusters Score -1825485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1825485.375000 Penalty: 4809.170898
	Iteration 113Q: 3 clusters Score -1825485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1825486.125000 Penalty: 4809.170898
	Iteration 114Q: 3 clusters Score -1825486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1825491.500000 Penalty: 4809.170898
	Iteration 115Q: 3 clusters Score -1825492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1825491.000000 Penalty: 4809.170898
	Iteration 116Q: 3 clusters Score -1825491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1825496.000000 Penalty: 4809.170898
	Iteration 117Q: 3 clusters Score -1825496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1825503.125000 Penalty: 4809.170898
	Iteration 118Q: 3 clusters Score -1825503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1825507.875000 Penalty: 4809.170898
	Iteration 119Q: 3 clusters Score -1825508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1825511.875000 Penalty: 4809.170898
	Iteration 120F: 3 clusters Score -1825512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1825512.500000 Penalty: 4809.170898
	Iteration 121Q: 3 clusters Score -1825512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1825517.750000 Penalty: 4809.170898
	Iteration 122Q: 3 clusters Score -1825518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1825528.000000 Penalty: 4809.170898
	Iteration 123Q: 3 clusters Score -1825528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1825535.375000 Penalty: 4809.170898
	Iteration 124Q: 3 clusters Score -1825535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1825539.375000 Penalty: 4809.170898
	Iteration 125Q: 3 clusters Score -1825539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1825552.375000 Penalty: 4809.170898
	Iteration 126Q: 3 clusters Score -1825552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1825557.125000 Penalty: 4809.170898
	Iteration 127Q: 3 clusters Score -1825557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1825558.625000 Penalty: 4809.170898
	Iteration 128Q: 3 clusters Score -1825559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1825565.125000 Penalty: 4809.170898
	Iteration 129Q: 3 clusters Score -1825565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1825569.500000 Penalty: 4809.170898
	Iteration 130Q: 3 clusters Score -1825570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1825575.000000 Penalty: 4809.170898
	Iteration 131Q: 3 clusters Score -1825575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1825576.625000 Penalty: 4809.170898
	Iteration 132Q: 3 clusters Score -1825577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1825575.250000 Penalty: 4809.170898
	Iteration 133Q: 3 clusters Score -1825575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1825576.125000 Penalty: 4809.170898
	Iteration 134Q: 3 clusters Score -1825576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1825577.125000 Penalty: 4809.170898
	Iteration 135Q: 3 clusters Score -1825577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1825575.625000 Penalty: 4809.170898
	Iteration 136Q: 3 clusters Score -1825576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1825577.500000 Penalty: 4809.170898
	Iteration 137Q: 3 clusters Score -1825578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1825578.875000 Penalty: 4809.170898
	Iteration 138Q: 3 clusters Score -1825579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1825582.375000 Penalty: 4809.170898
	Iteration 139Q: 3 clusters Score -1825582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1825584.000000 Penalty: 4809.170898
	Iteration 140F: 3 clusters Score -1825584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1825585.000000 Penalty: 4809.170898
	Iteration 141Q: 3 clusters Score -1825585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1825587.250000 Penalty: 4809.170898
	Iteration 142Q: 3 clusters Score -1825587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1825595.000000 Penalty: 4809.170898
	Iteration 143Q: 3 clusters Score -1825595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1825596.125000 Penalty: 4809.170898
	Iteration 144Q: 3 clusters Score -1825596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1825598.000000 Penalty: 4809.170898
	Iteration 145Q: 3 clusters Score -1825598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1825598.875000 Penalty: 4809.170898
	Iteration 146Q: 3 clusters Score -1825599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1825598.875000 Penalty: 4809.170898
	Iteration 147Q: 3 clusters Score -1825599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1825597.875000 Penalty: 4809.170898
	Iteration 148Q: 3 clusters Score -1825598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1825598.625000 Penalty: 4809.170898
	Iteration 149Q: 3 clusters Score -1825599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1825600.125000 Penalty: 4809.170898
	Iteration 150Q: 3 clusters Score -1825600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1825598.875000 Penalty: 4809.170898
	Iteration 151Q: 3 clusters Score -1825599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1825600.875000 Penalty: 4809.170898
	Iteration 152Q: 3 clusters Score -1825601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1825603.375000 Penalty: 4809.170898
	Iteration 153Q: 3 clusters Score -1825603 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1825608.000000 Penalty: 4809.170898
	Iteration 154Q: 3 clusters Score -1825608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1825611.125000 Penalty: 4809.170898
	Iteration 155Q: 3 clusters Score -1825611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1825609.750000 Penalty: 4809.170898
	Iteration 156Q: 3 clusters Score -1825610 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1825611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1825612.375000 Penalty: 4809.170898
	Iteration 158Q: 3 clusters Score -1825612 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1825614.875000 Penalty: 4809.170898
	Iteration 159Q: 3 clusters Score -1825615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1825613.625000 Penalty: 4809.170898
	Iteration 160F: 3 clusters Score -1825614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1825620.000000 Penalty: 4809.170898
	Iteration 161Q: 3 clusters Score -1825620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1825619.875000 Penalty: 4809.170898
	Iteration 162Q: 3 clusters Score -1825620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1825621.625000 Penalty: 4809.170898
	Iteration 163Q: 3 clusters Score -1825622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1825624.875000 Penalty: 4809.170898
	Iteration 164Q: 3 clusters Score -1825625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1825629.500000 Penalty: 4809.170898
	Iteration 165Q: 3 clusters Score -1825630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1825632.000000 Penalty: 4809.170898
	Iteration 166Q: 3 clusters Score -1825632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1825630.250000 Penalty: 4809.170898
	Iteration 167Q: 3 clusters Score -1825630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1825636.250000 Penalty: 4809.170898
	Iteration 168Q: 3 clusters Score -1825636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1825636.000000 Penalty: 4809.170898
	Iteration 169Q: 3 clusters Score -1825636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1825634.875000 Penalty: 4809.170898
	Iteration 170Q: 3 clusters Score -1825635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1825637.875000 Penalty: 4809.170898
	Iteration 171Q: 3 clusters Score -1825638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1825638.000000 Penalty: 4809.170898
	Iteration 172Q: 3 clusters Score -1825638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1825641.750000 Penalty: 4809.170898
	Iteration 173Q: 3 clusters Score -1825642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1825637.750000 Penalty: 4809.170898
	Iteration 174Q: 3 clusters Score -1825638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1825638.750000 Penalty: 4809.170898
	Iteration 175Q: 3 clusters Score -1825639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1825639.875000 Penalty: 4809.170898
	Iteration 176Q: 3 clusters Score -1825640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1825644.250000 Penalty: 4809.170898
	Iteration 177Q: 3 clusters Score -1825644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1825642.375000 Penalty: 4809.170898
	Iteration 178Q: 3 clusters Score -1825642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1825648.125000 Penalty: 4809.170898
	Iteration 179Q: 3 clusters Score -1825648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1825649.000000 Penalty: 4809.170898
	Iteration 180F: 3 clusters Score -1825649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1825649.750000 Penalty: 4809.170898
	Iteration 181Q: 3 clusters Score -1825650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1825653.250000 Penalty: 4809.170898
	Iteration 182Q: 3 clusters Score -1825653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1825654.875000 Penalty: 4809.170898
	Iteration 183Q: 3 clusters Score -1825655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1825654.875000 Penalty: 4809.170898
	Iteration 184Q: 3 clusters Score -1825655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1825654.375000 Penalty: 4809.170898
	Iteration 185Q: 3 clusters Score -1825654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1825659.000000 Penalty: 4809.170898
	Iteration 186Q: 3 clusters Score -1825659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1825665.625000 Penalty: 4809.170898
	Iteration 187Q: 3 clusters Score -1825666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1825672.500000 Penalty: 4809.170898
	Iteration 188Q: 3 clusters Score -1825672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1825682.750000 Penalty: 4809.170898
	Iteration 189Q: 3 clusters Score -1825683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1825685.750000 Penalty: 4809.170898
	Iteration 190Q: 3 clusters Score -1825686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1825697.250000 Penalty: 4809.170898
	Iteration 191Q: 3 clusters Score -1825697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1825703.875000 Penalty: 4809.170898
	Iteration 192Q: 3 clusters Score -1825704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1825715.000000 Penalty: 4809.170898
	Iteration 193Q: 3 clusters Score -1825715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1825723.000000 Penalty: 4809.170898
	Iteration 194Q: 3 clusters Score -1825723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1825726.750000 Penalty: 4809.170898
	Iteration 195Q: 3 clusters Score -1825727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1825729.000000 Penalty: 4809.170898
	Iteration 196Q: 3 clusters Score -1825729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1825731.375000 Penalty: 4809.170898
	Iteration 197Q: 3 clusters Score -1825731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1825733.000000 Penalty: 4809.170898
	Iteration 198Q: 3 clusters Score -1825733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1825735.750000 Penalty: 4809.170898
	Iteration 199Q: 3 clusters Score -1825736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1825735.000000 Penalty: 4809.170898
	Iteration 200F: 3 clusters Score -1825735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1825734.250000 Penalty: 4809.170898
	Iteration 201Q: 3 clusters Score -1825734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1825736.250000 Penalty: 4809.170898
	Iteration 202Q: 3 clusters Score -1825736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1825736.875000 Penalty: 4809.170898
	Iteration 203Q: 3 clusters Score -1825737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1825734.375000 Penalty: 4809.170898
	Iteration 204Q: 3 clusters Score -1825734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1825738.000000 Penalty: 4809.170898
	Iteration 205Q: 3 clusters Score -1825738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1825740.750000 Penalty: 4809.170898
	Iteration 206Q: 3 clusters Score -1825741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1825739.125000 Penalty: 4809.170898
	Iteration 207Q: 3 clusters Score -1825739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1825739.250000 Penalty: 4809.170898
	Iteration 208Q: 3 clusters Score -1825739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1825742.250000 Penalty: 4809.170898
	Iteration 209Q: 3 clusters Score -1825742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1825742.250000 Penalty: 4809.170898
	Iteration 210F: 3 clusters Score -1825742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -351337.843750 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -351337.8 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 1572 members 
Entering Unmasked Estep 
Score: -347982.125000 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -347982.1 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -348696.093750 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -348696.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -348860.562500 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -348860.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -348955.250000 Penalty: 3988.061768
	Iteration 3Q: 3 clusters Score -348955.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -349013.031250 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -349013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -349049.562500 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -349049.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -349076.437500 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -349076.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349094.593750 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -349094.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -349111.750000 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -349111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -349127.031250 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -349127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349137.750000 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -349137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -349146.968750 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -349147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -349152.125000 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -349152.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -349157.156250 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -349157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -349163.343750 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -349163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -349169.250000 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -349169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -349173.156250 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -349173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -349178.968750 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -349179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -349184.031250 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -349184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -349187.343750 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -349187.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -349192.000000 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -349192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -349198.625000 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -349198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -349206.906250 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -349206.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -349215.375000 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -349215.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349224.593750 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -349224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -349230.093750 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -349230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349236.125000 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -349236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -349239.406250 Penalty: 3988.061768
	Iteration 27Q: 3 clusters Score -349239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -349245.093750 Penalty: 3988.061768
	Iteration 28Q: 3 clusters Score -349245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -349247.375000 Penalty: 3988.061768
	Iteration 29Q: 3 clusters Score -349247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -349249.718750 Penalty: 3988.061768
	Iteration 30Q: 3 clusters Score -349249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349251.562500 Penalty: 3988.061768
	Iteration 31Q: 3 clusters Score -349251.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -349256.281250 Penalty: 3988.061768
	Iteration 32Q: 3 clusters Score -349256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -349260.812500 Penalty: 3988.061768
	Iteration 33Q: 3 clusters Score -349260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349263.843750 Penalty: 3988.061768
	Iteration 34Q: 3 clusters Score -349263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -349266.875000 Penalty: 3988.061768
	Iteration 35Q: 3 clusters Score -349266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349269.125000 Penalty: 3988.061768
	Iteration 36Q: 3 clusters Score -349269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349273.250000 Penalty: 3988.061768
	Iteration 37Q: 3 clusters Score -349273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -349274.437500 Penalty: 3988.061768
	Iteration 38Q: 3 clusters Score -349274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -349276.062500 Penalty: 3988.061768
	Iteration 39Q: 3 clusters Score -349276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -349277.437500 Penalty: 3988.061768
	Iteration 40F: 3 clusters Score -349277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -349278.968750 Penalty: 3988.061768
	Iteration 41Q: 3 clusters Score -349279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -349280.375000 Penalty: 3988.061768
	Iteration 42Q: 3 clusters Score -349280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -349284.093750 Penalty: 3988.061768
	Iteration 43Q: 3 clusters Score -349284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -349285.468750 Penalty: 3988.061768
	Iteration 44Q: 3 clusters Score -349285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -349286.625000 Penalty: 3988.061768
	Iteration 45Q: 3 clusters Score -349286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -349286.812500 Penalty: 3988.061768
	Iteration 46Q: 3 clusters Score -349286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -349286.812500 Penalty: 3988.061768
	Iteration 47F: 3 clusters Score -349286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Entering Unmasked Estep 
Score: -5703028.500000 Penalty: 2683.879883
	Iteration 0F: 2 clusters Score -5703028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5669249.500000 Penalty: 5367.759766
	Iteration 0F: 3 clusters Score -5669250 nChanged 23152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5681991.000000 Penalty: 5367.759766
	Iteration 1F: 3 clusters Score -5681991 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5682610.500000 Penalty: 5367.759766
	Iteration 2Q: 3 clusters Score -5682610 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5683313.500000 Penalty: 5367.759766
	Iteration 3Q: 3 clusters Score -5683314 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5684097.500000 Penalty: 5367.759766
	Iteration 4Q: 3 clusters Score -5684098 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5685372.000000 Penalty: 5367.759766
	Iteration 5Q: 3 clusters Score -5685372 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5687288.000000 Penalty: 5367.759766
	Iteration 6F: 3 clusters Score -5687288 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5689809.500000 Penalty: 5367.759766
	Iteration 7F: 3 clusters Score -5689810 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -5692627.000000 Penalty: 5367.759766
	Iteration 8F: 3 clusters Score -5692627 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -5694851.500000 Penalty: 5367.759766
	Iteration 9F: 3 clusters Score -5694852 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -5696490.500000 Penalty: 5367.759766
	Iteration 10F: 3 clusters Score -5696490 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5697457.000000 Penalty: 5367.759766
	Iteration 11Q: 3 clusters Score -5697457 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -5698043.500000 Penalty: 5367.759766
	Iteration 12Q: 3 clusters Score -5698044 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -5698432.500000 Penalty: 5367.759766
	Iteration 13Q: 3 clusters Score -5698432 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -5698687.500000 Penalty: 5367.759766
	Iteration 14Q: 3 clusters Score -5698688 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5698904.500000 Penalty: 5367.759766
	Iteration 15Q: 3 clusters Score -5698904 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5699082.500000 Penalty: 5367.759766
	Iteration 16Q: 3 clusters Score -5699082 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5699235.500000 Penalty: 5367.759766
	Iteration 17Q: 3 clusters Score -5699236 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5699370.500000 Penalty: 5367.759766
	Iteration 18Q: 3 clusters Score -5699370 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5699455.000000 Penalty: 5367.759766
	Iteration 19Q: 3 clusters Score -5699455 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5699538.500000 Penalty: 5367.759766
	Iteration 20F: 3 clusters Score -5699538 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -5699594.500000 Penalty: 5367.759766
	Iteration 21Q: 3 clusters Score -5699594 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5699637.500000 Penalty: 5367.759766
	Iteration 22Q: 3 clusters Score -5699638 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5699662.000000 Penalty: 5367.759766
	Iteration 23Q: 3 clusters Score -5699662 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -5699702.000000 Penalty: 5367.759766
	Iteration 24Q: 3 clusters Score -5699702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5699724.500000 Penalty: 5367.759766
	Iteration 25Q: 3 clusters Score -5699724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -5699762.500000 Penalty: 5367.759766
	Iteration 26Q: 3 clusters Score -5699762 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5699775.000000 Penalty: 5367.759766
	Iteration 27Q: 3 clusters Score -5699775 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5699806.000000 Penalty: 5367.759766
	Iteration 28Q: 3 clusters Score -5699806 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5699796.500000 Penalty: 5367.759766
	Iteration 29Q: 3 clusters Score -5699796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5699799.500000 Penalty: 5367.759766
	Iteration 30Q: 3 clusters Score -5699800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5699815.000000 Penalty: 5367.759766
	Iteration 31Q: 3 clusters Score -5699815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5699852.000000 Penalty: 5367.759766
	Iteration 32Q: 3 clusters Score -5699852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5699841.000000 Penalty: 5367.759766
	Iteration 33Q: 3 clusters Score -5699841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5699848.000000 Penalty: 5367.759766
	Iteration 34Q: 3 clusters Score -5699848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5699860.500000 Penalty: 5367.759766
	Iteration 35Q: 3 clusters Score -5699860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5699875.000000 Penalty: 5367.759766
	Iteration 36Q: 3 clusters Score -5699875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5699884.500000 Penalty: 5367.759766
	Iteration 37Q: 3 clusters Score -5699884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5699889.000000 Penalty: 5367.759766
	Iteration 38Q: 3 clusters Score -5699889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5699883.000000 Penalty: 5367.759766
	Iteration 39Q: 3 clusters Score -5699883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5699873.500000 Penalty: 5367.759766
	Iteration 40F: 3 clusters Score -5699874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -5699880.000000 Penalty: 5367.759766
	Iteration 41Q: 3 clusters Score -5699880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5699881.000000 Penalty: 5367.759766
	Iteration 42Q: 3 clusters Score -5699881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5699867.000000 Penalty: 5367.759766
	Iteration 43Q: 3 clusters Score -5699867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -5699877.000000 Penalty: 5367.759766
	Iteration 44Q: 3 clusters Score -5699877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5699868.000000 Penalty: 5367.759766
	Iteration 45Q: 3 clusters Score -5699868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5699878.000000 Penalty: 5367.759766
	Iteration 46Q: 3 clusters Score -5699878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5699877.000000 Penalty: 5367.759766
	Iteration 47Q: 3 clusters Score -5699877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5699872.000000 Penalty: 5367.759766
	Iteration 48Q: 3 clusters Score -5699872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5699880.500000 Penalty: 5367.759766
	Iteration 49Q: 3 clusters Score -5699880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5699888.000000 Penalty: 5367.759766
	Iteration 50Q: 3 clusters Score -5699888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -5699883.000000 Penalty: 5367.759766
	Iteration 51Q: 3 clusters Score -5699883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5699876.000000 Penalty: 5367.759766
	Iteration 52Q: 3 clusters Score -5699876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5699871.500000 Penalty: 5367.759766
	Iteration 53Q: 3 clusters Score -5699872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5699871.500000 Penalty: 5367.759766
	Iteration 54Q: 3 clusters Score -5699872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5699878.500000 Penalty: 5367.759766
	Iteration 55Q: 3 clusters Score -5699878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5699882.500000 Penalty: 5367.759766
	Iteration 56Q: 3 clusters Score -5699882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5699898.000000 Penalty: 5367.759766
	Iteration 57Q: 3 clusters Score -5699898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5699906.000000 Penalty: 5367.759766
	Iteration 58Q: 3 clusters Score -5699906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5699899.000000 Penalty: 5367.759766
	Iteration 59Q: 3 clusters Score -5699899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5699906.000000 Penalty: 5367.759766
	Iteration 60F: 3 clusters Score -5699906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5699907.500000 Penalty: 5367.759766
	Iteration 61Q: 3 clusters Score -5699908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5699918.000000 Penalty: 5367.759766
	Iteration 62Q: 3 clusters Score -5699918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5699923.500000 Penalty: 5367.759766
	Iteration 63Q: 3 clusters Score -5699924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -5699922.000000 Penalty: 5367.759766
	Iteration 64Q: 3 clusters Score -5699922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -5699921.500000 Penalty: 5367.759766
	Iteration 65Q: 3 clusters Score -5699922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5699919.000000 Penalty: 5367.759766
	Iteration 66Q: 3 clusters Score -5699919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5699925.000000 Penalty: 5367.759766
	Iteration 67Q: 3 clusters Score -5699925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5699930.000000 Penalty: 5367.759766
	Iteration 68Q: 3 clusters Score -5699930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5699931.500000 Penalty: 5367.759766
	Iteration 69Q: 3 clusters Score -5699932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5699929.500000 Penalty: 5367.759766
	Iteration 70Q: 3 clusters Score -5699930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5699928.000000 Penalty: 5367.759766
	Iteration 71Q: 3 clusters Score -5699928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5699927.000000 Penalty: 5367.759766
	Iteration 72Q: 3 clusters Score -5699927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5699932.500000 Penalty: 5367.759766
	Iteration 73Q: 3 clusters Score -5699932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5699935.500000 Penalty: 5367.759766
	Iteration 74Q: 3 clusters Score -5699936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5699930.500000 Penalty: 5367.759766
	Iteration 75Q: 3 clusters Score -5699930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5699928.000000 Penalty: 5367.759766
	Iteration 76Q: 3 clusters Score -5699928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5699924.000000 Penalty: 5367.759766
	Iteration 77Q: 3 clusters Score -5699924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5699930.000000 Penalty: 5367.759766
	Iteration 78Q: 3 clusters Score -5699930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5699926.500000 Penalty: 5367.759766
	Iteration 79Q: 3 clusters Score -5699926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5699926.500000 Penalty: 5367.759766
	Iteration 80F: 3 clusters Score -5699926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Entering Unmasked Estep 
Score: -1374839.625000 Penalty: 2338.450195
	Iteration 0F: 2 clusters Score -1374840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1365731.625000 Penalty: 4676.900391
	Iteration 0F: 3 clusters Score -1365732 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1368527.625000 Penalty: 4676.900391
	Iteration 1F: 3 clusters Score -1368528 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1368959.375000 Penalty: 4676.900391
	Iteration 2F: 3 clusters Score -1368959 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1369337.000000 Penalty: 4676.900391
	Iteration 3F: 3 clusters Score -1369337 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1369671.250000 Penalty: 4676.900391
	Iteration 4F: 3 clusters Score -1369671 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1369984.750000 Penalty: 4676.900391
	Iteration 5Q: 3 clusters Score -1369985 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1370385.500000 Penalty: 4676.900391
	Iteration 6F: 3 clusters Score -1370386 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1370873.375000 Penalty: 4676.900391
	Iteration 7F: 3 clusters Score -1370873 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1371401.500000 Penalty: 4676.900391
	Iteration 8F: 3 clusters Score -1371402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1371956.750000 Penalty: 4676.900391
	Iteration 9F: 3 clusters Score -1371957 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1372446.500000 Penalty: 4676.900391
	Iteration 10F: 3 clusters Score -1372446 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1372806.125000 Penalty: 4676.900391
	Iteration 11Q: 3 clusters Score -1372806 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1373051.750000 Penalty: 4676.900391
	Iteration 12Q: 3 clusters Score -1373052 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1373245.375000 Penalty: 4676.900391
	Iteration 13Q: 3 clusters Score -1373245 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1373365.750000 Penalty: 4676.900391
	Iteration 14Q: 3 clusters Score -1373366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1373456.750000 Penalty: 4676.900391
	Iteration 15Q: 3 clusters Score -1373457 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1373542.250000 Penalty: 4676.900391
	Iteration 16Q: 3 clusters Score -1373542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1373616.250000 Penalty: 4676.900391
	Iteration 17Q: 3 clusters Score -1373616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1373687.125000 Penalty: 4676.900391
	Iteration 18Q: 3 clusters Score -1373687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1373736.250000 Penalty: 4676.900391
	Iteration 19Q: 3 clusters Score -1373736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1373773.875000 Penalty: 4676.900391
	Iteration 20F: 3 clusters Score -1373774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1373808.875000 Penalty: 4676.900391
	Iteration 21Q: 3 clusters Score -1373809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1373834.875000 Penalty: 4676.900391
	Iteration 22Q: 3 clusters Score -1373835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1373850.875000 Penalty: 4676.900391
	Iteration 23Q: 3 clusters Score -1373851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1373861.500000 Penalty: 4676.900391
	Iteration 24Q: 3 clusters Score -1373862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1373867.625000 Penalty: 4676.900391
	Iteration 25Q: 3 clusters Score -1373868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1373875.125000 Penalty: 4676.900391
	Iteration 26Q: 3 clusters Score -1373875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1373881.625000 Penalty: 4676.900391
	Iteration 27Q: 3 clusters Score -1373882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1373885.375000 Penalty: 4676.900391
	Iteration 28Q: 3 clusters Score -1373885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1373886.625000 Penalty: 4676.900391
	Iteration 29Q: 3 clusters Score -1373887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1373889.000000 Penalty: 4676.900391
	Iteration 30Q: 3 clusters Score -1373889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1373890.375000 Penalty: 4676.900391
	Iteration 31Q: 3 clusters Score -1373890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1373891.250000 Penalty: 4676.900391
	Iteration 32Q: 3 clusters Score -1373891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1373892.250000 Penalty: 4676.900391
	Iteration 33Q: 3 clusters Score -1373892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1373892.250000 Penalty: 4676.900391
	Iteration 34F: 3 clusters Score -1373892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -482081.093750 Penalty: 2108.263672
	Iteration 0F: 2 clusters Score -482081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -477631.375000 Penalty: 4216.527344
	Iteration 0F: 3 clusters Score -477631.4 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -478929.187500 Penalty: 4216.527344
	Iteration 1F: 3 clusters Score -478929.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -479241.625000 Penalty: 4216.527344
	Iteration 2F: 3 clusters Score -479241.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -479489.781250 Penalty: 4216.527344
	Iteration 3F: 3 clusters Score -479489.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -479707.906250 Penalty: 4216.527344
	Iteration 4F: 3 clusters Score -479707.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -479905.000000 Penalty: 4216.527344
	Iteration 5F: 3 clusters Score -479905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -480082.500000 Penalty: 4216.527344
	Iteration 6Q: 3 clusters Score -480082.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -480264.968750 Penalty: 4216.527344
	Iteration 7Q: 3 clusters Score -480265 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -480417.687500 Penalty: 4216.527344
	Iteration 8Q: 3 clusters Score -480417.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -480536.593750 Penalty: 4216.527344
	Iteration 9Q: 3 clusters Score -480536.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -480643.781250 Penalty: 4216.527344
	Iteration 10Q: 3 clusters Score -480643.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -480739.437500 Penalty: 4216.527344
	Iteration 11Q: 3 clusters Score -480739.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -480835.437500 Penalty: 4216.527344
	Iteration 12Q: 3 clusters Score -480835.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -480931.281250 Penalty: 4216.527344
	Iteration 13Q: 3 clusters Score -480931.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -481046.218750 Penalty: 4216.527344
	Iteration 14Q: 3 clusters Score -481046.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -481167.562500 Penalty: 4216.527344
	Iteration 15Q: 3 clusters Score -481167.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -481321.218750 Penalty: 4216.527344
	Iteration 16Q: 3 clusters Score -481321.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -481489.312500 Penalty: 4216.527344
	Iteration 17Q: 3 clusters Score -481489.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -481663.593750 Penalty: 4216.527344
	Iteration 18Q: 3 clusters Score -481663.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -481802.968750 Penalty: 4216.527344
	Iteration 19Q: 3 clusters Score -481803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -481895.625000 Penalty: 4216.527344
	Iteration 20F: 3 clusters Score -481895.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -481970.187500 Penalty: 4216.527344
	Iteration 21Q: 3 clusters Score -481970.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -482009.218750 Penalty: 4216.527344
	Iteration 22Q: 3 clusters Score -482009.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -482026.750000 Penalty: 4216.527344
	Iteration 23Q: 3 clusters Score -482026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -482036.531250 Penalty: 4216.527344
	Iteration 24Q: 3 clusters Score -482036.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -482040.937500 Penalty: 4216.527344
	Iteration 25Q: 3 clusters Score -482040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -482041.625000 Penalty: 4216.527344
	Iteration 26Q: 3 clusters Score -482041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -482042.187500 Penalty: 4216.527344
	Iteration 27Q: 3 clusters Score -482042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -482042.187500 Penalty: 4216.527344
	Iteration 28F: 3 clusters Score -482042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -64251.140625 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -64251.14 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 343 members 
Entering Unmasked Estep 
Score: -62629.753906 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -62629.75 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62946.785156 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -62946.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63104.496094 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -63104.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63185.328125 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -63185.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63242.316406 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -63242.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63309.734375 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -63309.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63377.699219 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -63377.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63411.636719 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -63411.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63427.695312 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -63427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -63454.667969 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -63454.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -63477.992188 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -63477.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -63516.648438 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -63516.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63552.546875 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -63552.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -63598.738281 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -63598.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -63686.230469 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -63686.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63802.484375 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -63802.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63939.761719 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -63939.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64047.769531 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -64047.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64130.539062 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -64130.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64185.769531 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -64185.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64218.136719 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -64218.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64223.421875 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -64223.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64238.828125 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -64238.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -64240.949219 Penalty: 3230.562256
	Iteration 23Q: 3 clusters Score -64240.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64246.453125 Penalty: 3230.562256
	Iteration 24Q: 3 clusters Score -64246.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -64255.460938 Penalty: 3230.562256
	Iteration 25Q: 3 clusters Score -64255.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64298.488281 Penalty: 3230.562256
	Iteration 26Q: 3 clusters Score -64298.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -64302.839844 Penalty: 3230.562256
	Iteration 27Q: 3 clusters Score -64302.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -64310.574219 Penalty: 3230.562256
	Iteration 28Q: 3 clusters Score -64310.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -64310.574219 Penalty: 3230.562256
	Iteration 29F: 3 clusters Score -64310.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118062 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80353 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 768 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 4190 members 
Mstep: Class 41 contains 492 members 
Entering Unmasked Estep 
Score: -110927448.000000 Penalty: 140607.781250
Splitting cluster 16 changes total score from -110928904.000000 to -110927448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -416140.906250 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -416140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412331.062500 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -412331.1 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -413167.968750 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -413168 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -413381.125000 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -413381.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -413500.656250 Penalty: 4095.148438
	Iteration 3Q: 3 clusters Score -413500.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -413623.437500 Penalty: 4095.148438
	Iteration 4Q: 3 clusters Score -413623.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -413770.500000 Penalty: 4095.148438
	Iteration 5Q: 3 clusters Score -413770.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -413958.718750 Penalty: 4095.148438
	Iteration 6Q: 3 clusters Score -413958.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -414136.750000 Penalty: 4095.148438
	Iteration 7Q: 3 clusters Score -414136.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -414284.656250 Penalty: 4095.148438
	Iteration 8Q: 3 clusters Score -414284.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -414388.531250 Penalty: 4095.148438
	Iteration 9Q: 3 clusters Score -414388.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -414464.343750 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -414464.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -414520.250000 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -414520.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -414562.062500 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -414562.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -414595.875000 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -414595.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -414628.406250 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -414628.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -414649.312500 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -414649.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -414657.812500 Penalty: 4095.148438
	Iteration 16Q: 3 clusters Score -414657.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -414668.531250 Penalty: 4095.148438
	Iteration 17Q: 3 clusters Score -414668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -414676.000000 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -414676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -414685.281250 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -414685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -414695.093750 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -414695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -414698.125000 Penalty: 4095.148438
	Iteration 21Q: 3 clusters Score -414698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -414700.406250 Penalty: 4095.148438
	Iteration 22Q: 3 clusters Score -414700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -414701.687500 Penalty: 4095.148438
	Iteration 23Q: 3 clusters Score -414701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -414702.937500 Penalty: 4095.148438
	Iteration 24Q: 3 clusters Score -414702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -414704.375000 Penalty: 4095.148438
	Iteration 25Q: 3 clusters Score -414704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -414705.718750 Penalty: 4095.148438
	Iteration 26Q: 3 clusters Score -414705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -414706.468750 Penalty: 4095.148438
	Iteration 27Q: 3 clusters Score -414706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -414707.375000 Penalty: 4095.148438
	Iteration 28Q: 3 clusters Score -414707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -414707.375000 Penalty: 4095.148438
	Iteration 29F: 3 clusters Score -414707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Entering Unmasked Estep 
Score: -1680078.625000 Penalty: 2387.154785
	Iteration 0F: 2 clusters Score -1680079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1669097.750000 Penalty: 4774.309570
	Iteration 0F: 3 clusters Score -1669098 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1672570.000000 Penalty: 4774.309570
	Iteration 1F: 3 clusters Score -1672570 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1672931.750000 Penalty: 4774.309570
	Iteration 2F: 3 clusters Score -1672932 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1673289.500000 Penalty: 4774.309570
	Iteration 3F: 3 clusters Score -1673290 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1673623.000000 Penalty: 4774.309570
	Iteration 4Q: 3 clusters Score -1673623 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1673942.500000 Penalty: 4774.309570
	Iteration 5Q: 3 clusters Score -1673942 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1674332.250000 Penalty: 4774.309570
	Iteration 6Q: 3 clusters Score -1674332 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1674811.500000 Penalty: 4774.309570
	Iteration 7Q: 3 clusters Score -1674812 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1675350.250000 Penalty: 4774.309570
	Iteration 8F: 3 clusters Score -1675350 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1675974.875000 Penalty: 4774.309570
	Iteration 9F: 3 clusters Score -1675975 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1676640.375000 Penalty: 4774.309570
	Iteration 10F: 3 clusters Score -1676640 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1677250.625000 Penalty: 4774.309570
	Iteration 11Q: 3 clusters Score -1677251 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1677760.000000 Penalty: 4774.309570
	Iteration 12Q: 3 clusters Score -1677760 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1678127.625000 Penalty: 4774.309570
	Iteration 13Q: 3 clusters Score -1678128 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1678369.500000 Penalty: 4774.309570
	Iteration 14Q: 3 clusters Score -1678370 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1678531.375000 Penalty: 4774.309570
	Iteration 15Q: 3 clusters Score -1678531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1678684.125000 Penalty: 4774.309570
	Iteration 16Q: 3 clusters Score -1678684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1678807.125000 Penalty: 4774.309570
	Iteration 17Q: 3 clusters Score -1678807 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1678892.750000 Penalty: 4774.309570
	Iteration 18Q: 3 clusters Score -1678893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1678960.375000 Penalty: 4774.309570
	Iteration 19Q: 3 clusters Score -1678960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1679014.625000 Penalty: 4774.309570
	Iteration 20F: 3 clusters Score -1679015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1679074.500000 Penalty: 4774.309570
	Iteration 21Q: 3 clusters Score -1679074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1679133.250000 Penalty: 4774.309570
	Iteration 22Q: 3 clusters Score -1679133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1679186.875000 Penalty: 4774.309570
	Iteration 23Q: 3 clusters Score -1679187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1679214.500000 Penalty: 4774.309570
	Iteration 24Q: 3 clusters Score -1679214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1679229.625000 Penalty: 4774.309570
	Iteration 25Q: 3 clusters Score -1679230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1679240.125000 Penalty: 4774.309570
	Iteration 26Q: 3 clusters Score -1679240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1679243.375000 Penalty: 4774.309570
	Iteration 27Q: 3 clusters Score -1679243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1679249.625000 Penalty: 4774.309570
	Iteration 28Q: 3 clusters Score -1679250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1679249.875000 Penalty: 4774.309570
	Iteration 29Q: 3 clusters Score -1679250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1679254.875000 Penalty: 4774.309570
	Iteration 30Q: 3 clusters Score -1679255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1679254.500000 Penalty: 4774.309570
	Iteration 31Q: 3 clusters Score -1679254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1679258.875000 Penalty: 4774.309570
	Iteration 32Q: 3 clusters Score -1679259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1679260.500000 Penalty: 4774.309570
	Iteration 33Q: 3 clusters Score -1679260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1679261.000000 Penalty: 4774.309570
	Iteration 34Q: 3 clusters Score -1679261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1679261.875000 Penalty: 4774.309570
	Iteration 35Q: 3 clusters Score -1679262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1679260.125000 Penalty: 4774.309570
	Iteration 36Q: 3 clusters Score -1679260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1679260.125000 Penalty: 4774.309570
	Iteration 37Q: 3 clusters Score -1679260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1679260.750000 Penalty: 4774.309570
	Iteration 38Q: 3 clusters Score -1679261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1679260.750000 Penalty: 4774.309570
	Iteration 39F: 3 clusters Score -1679261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Entering Unmasked Estep 
Score: -4659846.500000 Penalty: 2640.336914
	Iteration 0F: 2 clusters Score -4659846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4631419.000000 Penalty: 5280.673828
	Iteration 0F: 3 clusters Score -4631419 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4641642.500000 Penalty: 5280.673828
	Iteration 1F: 3 clusters Score -4641642 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4642106.000000 Penalty: 5280.673828
	Iteration 2Q: 3 clusters Score -4642106 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4642542.500000 Penalty: 5280.673828
	Iteration 3Q: 3 clusters Score -4642542 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4643055.000000 Penalty: 5280.673828
	Iteration 4Q: 3 clusters Score -4643055 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4643753.000000 Penalty: 5280.673828
	Iteration 5Q: 3 clusters Score -4643753 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4644844.500000 Penalty: 5280.673828
	Iteration 6F: 3 clusters Score -4644844 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4646686.000000 Penalty: 5280.673828
	Iteration 7F: 3 clusters Score -4646686 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4649454.500000 Penalty: 5280.673828
	Iteration 8F: 3 clusters Score -4649454 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4652780.500000 Penalty: 5280.673828
	Iteration 9F: 3 clusters Score -4652780 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -4655341.500000 Penalty: 5280.673828
	Iteration 10F: 3 clusters Score -4655342 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4656629.000000 Penalty: 5280.673828
	Iteration 11Q: 3 clusters Score -4656629 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4657142.000000 Penalty: 5280.673828
	Iteration 12Q: 3 clusters Score -4657142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -4657340.500000 Penalty: 5280.673828
	Iteration 13Q: 3 clusters Score -4657340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -4657422.000000 Penalty: 5280.673828
	Iteration 14Q: 3 clusters Score -4657422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4657468.500000 Penalty: 5280.673828
	Iteration 15Q: 3 clusters Score -4657468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4657488.000000 Penalty: 5280.673828
	Iteration 16Q: 3 clusters Score -4657488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4657524.000000 Penalty: 5280.673828
	Iteration 17Q: 3 clusters Score -4657524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4657539.500000 Penalty: 5280.673828
	Iteration 18Q: 3 clusters Score -4657540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -4657555.500000 Penalty: 5280.673828
	Iteration 19Q: 3 clusters Score -4657556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -4657561.000000 Penalty: 5280.673828
	Iteration 20F: 3 clusters Score -4657561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4657563.500000 Penalty: 5280.673828
	Iteration 21Q: 3 clusters Score -4657564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4657563.500000 Penalty: 5280.673828
	Iteration 22F: 3 clusters Score -4657564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -431869.656250 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -431869.7 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 1937 members 
Entering Unmasked Estep 
Score: -427952.875000 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -427952.9 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -428799.375000 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -428799.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -428970.375000 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -428970.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -429093.343750 Penalty: 4107.986328
	Iteration 3F: 3 clusters Score -429093.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -429176.875000 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -429176.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -429228.187500 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -429228.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -429274.093750 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -429274.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -429317.937500 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -429317.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -429364.562500 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -429364.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -429407.125000 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -429407.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429436.062500 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -429436.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -429461.281250 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -429461.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -429495.156250 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -429495.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -429530.000000 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -429530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -429563.468750 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -429563.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -429586.875000 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -429586.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -429612.781250 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -429612.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -429637.250000 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -429637.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -429649.718750 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -429649.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -429666.062500 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -429666.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -429681.718750 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -429681.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -429696.625000 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -429696.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -429712.375000 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -429712.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -429730.093750 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -429730.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -429746.468750 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -429746.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -429761.843750 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -429761.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -429779.312500 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -429779.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -429799.500000 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -429799.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -429817.250000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -429817.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -429839.843750 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -429839.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -429857.187500 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -429857.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -429873.156250 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -429873.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -429887.031250 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -429887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -429895.843750 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -429895.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -429904.906250 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -429904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -429916.593750 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -429916.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -429929.937500 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -429929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -429942.312500 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -429942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -429948.375000 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -429948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -429952.062500 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -429952.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -429954.343750 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -429954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -429956.250000 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -429956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -429958.468750 Penalty: 4107.986328
	Iteration 42Q: 3 clusters Score -429958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -429964.093750 Penalty: 4107.986328
	Iteration 43Q: 3 clusters Score -429964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -429968.906250 Penalty: 4107.986328
	Iteration 44Q: 3 clusters Score -429968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -429971.656250 Penalty: 4107.986328
	Iteration 45Q: 3 clusters Score -429971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -429972.156250 Penalty: 4107.986328
	Iteration 46Q: 3 clusters Score -429972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -429973.343750 Penalty: 4107.986328
	Iteration 47Q: 3 clusters Score -429973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -429972.968750 Penalty: 4107.986328
	Iteration 48Q: 3 clusters Score -429973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -429973.531250 Penalty: 4107.986328
	Iteration 49Q: 3 clusters Score -429973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -429975.000000 Penalty: 4107.986328
	Iteration 50Q: 3 clusters Score -429975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -429978.468750 Penalty: 4107.986328
	Iteration 51Q: 3 clusters Score -429978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -429980.656250 Penalty: 4107.986328
	Iteration 52Q: 3 clusters Score -429980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -429982.343750 Penalty: 4107.986328
	Iteration 53Q: 3 clusters Score -429982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -429984.062500 Penalty: 4107.986328
	Iteration 54Q: 3 clusters Score -429984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -429988.156250 Penalty: 4107.986328
	Iteration 55Q: 3 clusters Score -429988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -429991.437500 Penalty: 4107.986328
	Iteration 56Q: 3 clusters Score -429991.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -429998.906250 Penalty: 4107.986328
	Iteration 57Q: 3 clusters Score -429998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -430005.000000 Penalty: 4107.986328
	Iteration 58Q: 3 clusters Score -430005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -430012.312500 Penalty: 4107.986328
	Iteration 59Q: 3 clusters Score -430012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -430017.500000 Penalty: 4107.986328
	Iteration 60F: 3 clusters Score -430017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -430020.593750 Penalty: 4107.986328
	Iteration 61Q: 3 clusters Score -430020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -430021.937500 Penalty: 4107.986328
	Iteration 62Q: 3 clusters Score -430021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -430022.781250 Penalty: 4107.986328
	Iteration 63Q: 3 clusters Score -430022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -430022.781250 Penalty: 4107.986328
	Iteration 64F: 3 clusters Score -430022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -127861.078125 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -127861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125805.937500 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -125805.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -126083.335938 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -126083.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126185.304688 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -126185.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126282.203125 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -126282.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126329.625000 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -126329.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126370.343750 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -126370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126398.015625 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -126398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126424.078125 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -126424.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -126450.210938 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -126450.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126475.273438 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -126475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -126500.203125 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -126500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -126527.484375 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -126527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -126547.898438 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -126547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126560.179688 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -126560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -126567.773438 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -126567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126577.585938 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -126577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126582.101562 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -126582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -126584.437500 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -126584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -126587.398438 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -126587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126588.796875 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -126588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -126591.335938 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -126591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -126592.953125 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -126593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -126596.101562 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -126596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -126598.218750 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -126598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -126598.218750 Penalty: 3498.578369
	Iteration 24F: 3 clusters Score -126598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2012073.750000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2012074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1999381.750000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -1999382 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2003582.875000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2003583 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2003970.875000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2003971 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2004326.500000 Penalty: 4851.478516
	Iteration 3Q: 3 clusters Score -2004326 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2004668.750000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2004669 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2005000.000000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2005000 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2005369.375000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2005369 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2005782.375000 Penalty: 4851.478516
	Iteration 7Q: 3 clusters Score -2005782 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2006279.750000 Penalty: 4851.478516
	Iteration 8Q: 3 clusters Score -2006280 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2006870.375000 Penalty: 4851.478516
	Iteration 9Q: 3 clusters Score -2006870 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2007444.250000 Penalty: 4851.478516
	Iteration 10Q: 3 clusters Score -2007444 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2007965.500000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2007966 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2008442.625000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2008443 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2008867.000000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2008867 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2009163.750000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2009164 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2009401.375000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2009401 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2009580.125000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2009580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2009691.250000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2009691 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2009772.375000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2009772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2009835.875000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2009836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2009894.625000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2009895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2009942.375000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2009942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2009955.000000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2009955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2009977.125000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2009977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2009993.625000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2009994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2010006.875000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2010007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2010014.000000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2010014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2010023.750000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2010024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2010037.375000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2010037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2010050.500000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2010050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2010062.375000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2010062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2010072.375000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2010072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2010080.750000 Penalty: 4851.478516
	Iteration 32Q: 3 clusters Score -2010081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2010087.625000 Penalty: 4851.478516
	Iteration 33Q: 3 clusters Score -2010088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2010091.875000 Penalty: 4851.478516
	Iteration 34Q: 3 clusters Score -2010092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2010095.500000 Penalty: 4851.478516
	Iteration 35Q: 3 clusters Score -2010096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2010099.375000 Penalty: 4851.478516
	Iteration 36Q: 3 clusters Score -2010099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2010102.500000 Penalty: 4851.478516
	Iteration 37Q: 3 clusters Score -2010102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2010108.375000 Penalty: 4851.478516
	Iteration 38Q: 3 clusters Score -2010108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2010108.250000 Penalty: 4851.478516
	Iteration 39Q: 3 clusters Score -2010108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2010108.750000 Penalty: 4851.478516
	Iteration 40F: 3 clusters Score -2010109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2010109.375000 Penalty: 4851.478516
	Iteration 41Q: 3 clusters Score -2010109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2010112.125000 Penalty: 4851.478516
	Iteration 42Q: 3 clusters Score -2010112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2010114.250000 Penalty: 4851.478516
	Iteration 43Q: 3 clusters Score -2010114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2010117.250000 Penalty: 4851.478516
	Iteration 44Q: 3 clusters Score -2010117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2010119.125000 Penalty: 4851.478516
	Iteration 45Q: 3 clusters Score -2010119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2010120.125000 Penalty: 4851.478516
	Iteration 46Q: 3 clusters Score -2010120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2010119.125000 Penalty: 4851.478516
	Iteration 47Q: 3 clusters Score -2010119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2010118.625000 Penalty: 4851.478516
	Iteration 48Q: 3 clusters Score -2010119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2010118.625000 Penalty: 4851.478516
	Iteration 49F: 3 clusters Score -2010119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -138655.765625 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -138655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136585.671875 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -136585.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136969.281250 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -136969.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137069.312500 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -137069.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137135.515625 Penalty: 3573.995117
	Iteration 3Q: 3 clusters Score -137135.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137177.578125 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -137177.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137211.265625 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -137211.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -137231.437500 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -137231.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -137250.859375 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -137250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137264.281250 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -137264.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137277.156250 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -137277.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137286.437500 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -137286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137292.421875 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -137292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137295.750000 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -137295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137299.765625 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -137299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -137301.984375 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -137302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137302.828125 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -137302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137304.531250 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -137304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137306.765625 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -137306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137308.062500 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -137308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137311.187500 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -137311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -137313.703125 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -137313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -137314.843750 Penalty: 3573.995117
	Iteration 21Q: 3 clusters Score -137314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137315.328125 Penalty: 3573.995117
	Iteration 22Q: 3 clusters Score -137315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137315.328125 Penalty: 3573.995117
	Iteration 23F: 3 clusters Score -137315.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (118062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118062 members 
Entering Unmasked Estep 
Score: -13389996.000000 Penalty: 2896.383545
	Iteration 0F: 2 clusters Score -1.339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -13310773.000000 Penalty: 5792.767090
	Iteration 0F: 3 clusters Score -1.331077e+07 nChanged 55970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -13342887.000000 Penalty: 5792.767090
	Iteration 1F: 3 clusters Score -1.334289e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -13343865.000000 Penalty: 5792.767090
	Iteration 2Q: 3 clusters Score -1.334386e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -13344982.000000 Penalty: 5792.767090
	Iteration 3Q: 3 clusters Score -1.334498e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -13346368.000000 Penalty: 5792.767090
	Iteration 4Q: 3 clusters Score -1.334637e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -13348513.000000 Penalty: 5792.767090
	Iteration 5Q: 3 clusters Score -1.334851e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -13351761.000000 Penalty: 5792.767090
	Iteration 6F: 3 clusters Score -1.335176e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -13356910.000000 Penalty: 5792.767090
	Iteration 7F: 3 clusters Score -1.335691e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -13364040.000000 Penalty: 5792.767090
	Iteration 8F: 3 clusters Score -1.336404e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -13371833.000000 Penalty: 5792.767090
	Iteration 9F: 3 clusters Score -1.337183e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -13378458.000000 Penalty: 5792.767090
	Iteration 10F: 3 clusters Score -1.337846e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -13382722.000000 Penalty: 5792.767090
	Iteration 11Q: 3 clusters Score -1.338272e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -13385162.000000 Penalty: 5792.767090
	Iteration 12Q: 3 clusters Score -1.338516e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 115688 members 
Entering Unmasked Estep 
Score: -13386414.000000 Penalty: 5792.767090
	Iteration 13Q: 3 clusters Score -1.338641e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 116365 members 
Entering Unmasked Estep 
Score: -13387000.000000 Penalty: 5792.767090
	Iteration 14Q: 3 clusters Score -1.3387e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 116728 members 
Entering Unmasked Estep 
Score: -13387304.000000 Penalty: 5792.767090
	Iteration 15Q: 3 clusters Score -1.33873e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -13387471.000000 Penalty: 5792.767090
	Iteration 16Q: 3 clusters Score -1.338747e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -13387528.000000 Penalty: 5792.767090
	Iteration 17Q: 3 clusters Score -1.338753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -13387593.000000 Penalty: 5792.767090
	Iteration 18Q: 3 clusters Score -1.338759e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -13387631.000000 Penalty: 5792.767090
	Iteration 19Q: 3 clusters Score -1.338763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -13387641.000000 Penalty: 5792.767090
	Iteration 20F: 3 clusters Score -1.338764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -13387663.000000 Penalty: 5792.767090
	Iteration 21Q: 3 clusters Score -1.338766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -13387685.000000 Penalty: 5792.767090
	Iteration 22Q: 3 clusters Score -1.338768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 117223 members 
Entering Unmasked Estep 
Score: -13387704.000000 Penalty: 5792.767090
	Iteration 23Q: 3 clusters Score -1.33877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -13387699.000000 Penalty: 5792.767090
	Iteration 24Q: 3 clusters Score -1.33877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 117238 members 
Entering Unmasked Estep 
Score: -13387706.000000 Penalty: 5792.767090
	Iteration 25Q: 3 clusters Score -1.338771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -13387707.000000 Penalty: 5792.767090
	Iteration 26Q: 3 clusters Score -1.338771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -13387713.000000 Penalty: 5792.767090
	Iteration 27Q: 3 clusters Score -1.338771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -13387718.000000 Penalty: 5792.767090
	Iteration 28Q: 3 clusters Score -1.338772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -13387719.000000 Penalty: 5792.767090
	Iteration 29Q: 3 clusters Score -1.338772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -13387734.000000 Penalty: 5792.767090
	Iteration 30Q: 3 clusters Score -1.338773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 117265 members 
Entering Unmasked Estep 
Score: -13387738.000000 Penalty: 5792.767090
	Iteration 31Q: 3 clusters Score -1.338774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -13387737.000000 Penalty: 5792.767090
	Iteration 32Q: 3 clusters Score -1.338774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 117269 members 
Entering Unmasked Estep 
Score: -13387751.000000 Penalty: 5792.767090
	Iteration 33Q: 3 clusters Score -1.338775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -13387753.000000 Penalty: 5792.767090
	Iteration 34Q: 3 clusters Score -1.338775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -13387750.000000 Penalty: 5792.767090
	Iteration 35Q: 3 clusters Score -1.338775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -13387745.000000 Penalty: 5792.767090
	Iteration 36Q: 3 clusters Score -1.338774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -13387747.000000 Penalty: 5792.767090
	Iteration 37Q: 3 clusters Score -1.338775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -13387744.000000 Penalty: 5792.767090
	Iteration 38Q: 3 clusters Score -1.338774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -13387744.000000 Penalty: 5792.767090
	Iteration 39F: 3 clusters Score -1.338774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -802555.250000 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -802555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -796661.812500 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -796661.8 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -798173.250000 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -798173.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -798425.125000 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -798425.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -798577.687500 Penalty: 4406.216797
	Iteration 3Q: 3 clusters Score -798577.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -798676.125000 Penalty: 4406.216797
	Iteration 4Q: 3 clusters Score -798676.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -798752.750000 Penalty: 4406.216797
	Iteration 5Q: 3 clusters Score -798752.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -798810.750000 Penalty: 4406.216797
	Iteration 6Q: 3 clusters Score -798810.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -798871.187500 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -798871.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -798921.062500 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -798921.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -798967.375000 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -798967.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -799000.187500 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -799000.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -799045.312500 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -799045.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -799083.625000 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -799083.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -799120.437500 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -799120.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -799163.562500 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -799163.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -799206.687500 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -799206.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -799243.875000 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -799243.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -799284.375000 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -799284.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -799327.562500 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -799327.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -799379.687500 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -799379.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -799436.812500 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -799436.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -799500.125000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -799500.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -799557.812500 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -799557.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -799617.000000 Penalty: 4406.216797
	Iteration 23Q: 3 clusters Score -799617 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -799663.937500 Penalty: 4406.216797
	Iteration 24Q: 3 clusters Score -799663.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -799712.000000 Penalty: 4406.216797
	Iteration 25Q: 3 clusters Score -799712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -799760.250000 Penalty: 4406.216797
	Iteration 26Q: 3 clusters Score -799760.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -799808.375000 Penalty: 4406.216797
	Iteration 27Q: 3 clusters Score -799808.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -799856.687500 Penalty: 4406.216797
	Iteration 28Q: 3 clusters Score -799856.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -799901.937500 Penalty: 4406.216797
	Iteration 29Q: 3 clusters Score -799901.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -799943.562500 Penalty: 4406.216797
	Iteration 30Q: 3 clusters Score -799943.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -799988.250000 Penalty: 4406.216797
	Iteration 31Q: 3 clusters Score -799988.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -800044.687500 Penalty: 4406.216797
	Iteration 32Q: 3 clusters Score -800044.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -800086.312500 Penalty: 4406.216797
	Iteration 33Q: 3 clusters Score -800086.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -800128.812500 Penalty: 4406.216797
	Iteration 34Q: 3 clusters Score -800128.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -800165.437500 Penalty: 4406.216797
	Iteration 35Q: 3 clusters Score -800165.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -800202.062500 Penalty: 4406.216797
	Iteration 36Q: 3 clusters Score -800202.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -800236.375000 Penalty: 4406.216797
	Iteration 37Q: 3 clusters Score -800236.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -800269.750000 Penalty: 4406.216797
	Iteration 38Q: 3 clusters Score -800269.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -800296.312500 Penalty: 4406.216797
	Iteration 39Q: 3 clusters Score -800296.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -800320.437500 Penalty: 4406.216797
	Iteration 40F: 3 clusters Score -800320.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -800349.125000 Penalty: 4406.216797
	Iteration 41Q: 3 clusters Score -800349.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -800372.375000 Penalty: 4406.216797
	Iteration 42Q: 3 clusters Score -800372.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -800394.312500 Penalty: 4406.216797
	Iteration 43Q: 3 clusters Score -800394.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -800419.062500 Penalty: 4406.216797
	Iteration 44Q: 3 clusters Score -800419.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -800439.500000 Penalty: 4406.216797
	Iteration 45Q: 3 clusters Score -800439.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -800462.562500 Penalty: 4406.216797
	Iteration 46Q: 3 clusters Score -800462.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -800479.937500 Penalty: 4406.216797
	Iteration 47Q: 3 clusters Score -800479.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -800494.687500 Penalty: 4406.216797
	Iteration 48Q: 3 clusters Score -800494.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -800506.125000 Penalty: 4406.216797
	Iteration 49Q: 3 clusters Score -800506.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -800514.937500 Penalty: 4406.216797
	Iteration 50Q: 3 clusters Score -800514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -800523.437500 Penalty: 4406.216797
	Iteration 51Q: 3 clusters Score -800523.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -800530.937500 Penalty: 4406.216797
	Iteration 52Q: 3 clusters Score -800530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -800537.875000 Penalty: 4406.216797
	Iteration 53Q: 3 clusters Score -800537.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -800544.187500 Penalty: 4406.216797
	Iteration 54Q: 3 clusters Score -800544.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -800550.750000 Penalty: 4406.216797
	Iteration 55Q: 3 clusters Score -800550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -800555.312500 Penalty: 4406.216797
	Iteration 56Q: 3 clusters Score -800555.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -800560.312500 Penalty: 4406.216797
	Iteration 57Q: 3 clusters Score -800560.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -800565.312500 Penalty: 4406.216797
	Iteration 58Q: 3 clusters Score -800565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -800568.125000 Penalty: 4406.216797
	Iteration 59Q: 3 clusters Score -800568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -800569.562500 Penalty: 4406.216797
	Iteration 60F: 3 clusters Score -800569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -800571.937500 Penalty: 4406.216797
	Iteration 61Q: 3 clusters Score -800571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -800573.812500 Penalty: 4406.216797
	Iteration 62Q: 3 clusters Score -800573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -800575.125000 Penalty: 4406.216797
	Iteration 63Q: 3 clusters Score -800575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -800578.062500 Penalty: 4406.216797
	Iteration 64Q: 3 clusters Score -800578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -800580.500000 Penalty: 4406.216797
	Iteration 65Q: 3 clusters Score -800580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -800584.250000 Penalty: 4406.216797
	Iteration 66Q: 3 clusters Score -800584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -800589.125000 Penalty: 4406.216797
	Iteration 67Q: 3 clusters Score -800589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -800592.375000 Penalty: 4406.216797
	Iteration 68Q: 3 clusters Score -800592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -800592.500000 Penalty: 4406.216797
	Iteration 69Q: 3 clusters Score -800592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -800595.312500 Penalty: 4406.216797
	Iteration 70Q: 3 clusters Score -800595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -800597.875000 Penalty: 4406.216797
	Iteration 71Q: 3 clusters Score -800597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -800599.562500 Penalty: 4406.216797
	Iteration 72Q: 3 clusters Score -800599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -800602.250000 Penalty: 4406.216797
	Iteration 73Q: 3 clusters Score -800602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -800601.437500 Penalty: 4406.216797
	Iteration 74Q: 3 clusters Score -800601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -800603.750000 Penalty: 4406.216797
	Iteration 75Q: 3 clusters Score -800603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -800604.125000 Penalty: 4406.216797
	Iteration 76Q: 3 clusters Score -800604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -800606.750000 Penalty: 4406.216797
	Iteration 77Q: 3 clusters Score -800606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -800609.062500 Penalty: 4406.216797
	Iteration 78Q: 3 clusters Score -800609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -800609.625000 Penalty: 4406.216797
	Iteration 79Q: 3 clusters Score -800609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -800614.125000 Penalty: 4406.216797
	Iteration 80F: 3 clusters Score -800614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -800615.250000 Penalty: 4406.216797
	Iteration 81Q: 3 clusters Score -800615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -800616.937500 Penalty: 4406.216797
	Iteration 82Q: 3 clusters Score -800616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -800621.500000 Penalty: 4406.216797
	Iteration 83Q: 3 clusters Score -800621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -800623.625000 Penalty: 4406.216797
	Iteration 84Q: 3 clusters Score -800623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -800623.875000 Penalty: 4406.216797
	Iteration 85Q: 3 clusters Score -800623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -800628.625000 Penalty: 4406.216797
	Iteration 86Q: 3 clusters Score -800628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -800632.500000 Penalty: 4406.216797
	Iteration 87Q: 3 clusters Score -800632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -800635.062500 Penalty: 4406.216797
	Iteration 88Q: 3 clusters Score -800635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -800634.125000 Penalty: 4406.216797
	Iteration 89Q: 3 clusters Score -800634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -800634.125000 Penalty: 4406.216797
	Iteration 90F: 3 clusters Score -800634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -405319.531250 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -405319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -401627.718750 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -401627.7 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -402401.593750 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -402401.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -402571.625000 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -402571.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402708.562500 Penalty: 4078.386475
	Iteration 3Q: 3 clusters Score -402708.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -402841.562500 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -402841.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -402966.375000 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -402966.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -403095.000000 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -403095 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403231.968750 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -403232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -403391.343750 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -403391.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -403566.000000 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -403566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -403783.593750 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -403783.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -404038.968750 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -404039 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -404232.312500 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -404232.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -404363.250000 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -404363.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -404443.375000 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -404443.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -404525.250000 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -404525.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -404597.437500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -404597.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -404675.375000 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -404675.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -404772.718750 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -404772.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -404876.187500 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -404876.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -404979.656250 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -404979.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -405106.218750 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -405106.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -405181.406250 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -405181.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -405210.812500 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -405210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -405221.906250 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -405221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -405223.687500 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -405223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -405224.406250 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -405224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -405224.406250 Penalty: 4078.386475
	Iteration 27F: 3 clusters Score -405224.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -39899.535156 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -39899.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38484.250000 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -38484.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38661.253906 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -38661.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38759.972656 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -38759.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38947.203125 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -38947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39037.417969 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -39037.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39085.109375 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -39085.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39132.484375 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -39132.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39154.496094 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -39154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39170.535156 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -39170.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39205.019531 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -39205.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39256.496094 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -39256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39281.070312 Penalty: 3017.911621
	Iteration 11Q: 3 clusters Score -39281.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39322.925781 Penalty: 3017.911621
	Iteration 12Q: 3 clusters Score -39322.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39374.167969 Penalty: 3017.911621
	Iteration 13Q: 3 clusters Score -39374.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39389.652344 Penalty: 3017.911621
	Iteration 14Q: 3 clusters Score -39389.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39409.300781 Penalty: 3017.911621
	Iteration 15Q: 3 clusters Score -39409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39413.410156 Penalty: 3017.911621
	Iteration 16Q: 3 clusters Score -39413.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39423.023438 Penalty: 3017.911621
	Iteration 17Q: 3 clusters Score -39423.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39428.484375 Penalty: 3017.911621
	Iteration 18Q: 3 clusters Score -39428.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39430.351562 Penalty: 3017.911621
	Iteration 19Q: 3 clusters Score -39430.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39432.886719 Penalty: 3017.911621
	Iteration 20F: 3 clusters Score -39432.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Entering Unmasked Estep 
Score: -9121376.000000 Penalty: 2800.957764
	Iteration 0F: 2 clusters Score -9121376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -9067457.000000 Penalty: 5601.915527
	Iteration 0F: 3 clusters Score -9067457 nChanged 37756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -9089231.000000 Penalty: 5601.915527
	Iteration 1F: 3 clusters Score -9089231 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9090038.000000 Penalty: 5601.915527
	Iteration 2Q: 3 clusters Score -9090038 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -9091013.000000 Penalty: 5601.915527
	Iteration 3Q: 3 clusters Score -9091013 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9092525.000000 Penalty: 5601.915527
	Iteration 4Q: 3 clusters Score -9092525 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -9094754.000000 Penalty: 5601.915527
	Iteration 5F: 3 clusters Score -9094754 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -9098136.000000 Penalty: 5601.915527
	Iteration 6F: 3 clusters Score -9098136 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -9102688.000000 Penalty: 5601.915527
	Iteration 7F: 3 clusters Score -9102688 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -9107968.000000 Penalty: 5601.915527
	Iteration 8F: 3 clusters Score -9107968 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -9112611.000000 Penalty: 5601.915527
	Iteration 9F: 3 clusters Score -9112611 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -9115955.000000 Penalty: 5601.915527
	Iteration 10Q: 3 clusters Score -9115955 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -9117683.000000 Penalty: 5601.915527
	Iteration 11Q: 3 clusters Score -9117683 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -9118322.000000 Penalty: 5601.915527
	Iteration 12Q: 3 clusters Score -9118322 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -9118624.000000 Penalty: 5601.915527
	Iteration 13Q: 3 clusters Score -9118624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -9118731.000000 Penalty: 5601.915527
	Iteration 14Q: 3 clusters Score -9118731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -9118787.000000 Penalty: 5601.915527
	Iteration 15Q: 3 clusters Score -9118787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -9118817.000000 Penalty: 5601.915527
	Iteration 16Q: 3 clusters Score -9118817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -9118844.000000 Penalty: 5601.915527
	Iteration 17Q: 3 clusters Score -9118844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -9118847.000000 Penalty: 5601.915527
	Iteration 18Q: 3 clusters Score -9118847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -9118847.000000 Penalty: 5601.915527
	Iteration 19F: 3 clusters Score -9118847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -293305.156250 Penalty: 1982.668823
	Iteration 0F: 2 clusters Score -293305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290126.906250 Penalty: 3965.337646
	Iteration 0F: 3 clusters Score -290126.9 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -290777.875000 Penalty: 3965.337646
	Iteration 1F: 3 clusters Score -290777.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -290955.343750 Penalty: 3965.337646
	Iteration 2F: 3 clusters Score -290955.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -291092.218750 Penalty: 3965.337646
	Iteration 3F: 3 clusters Score -291092.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -291206.156250 Penalty: 3965.337646
	Iteration 4Q: 3 clusters Score -291206.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -291330.093750 Penalty: 3965.337646
	Iteration 5Q: 3 clusters Score -291330.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291475.406250 Penalty: 3965.337646
	Iteration 6Q: 3 clusters Score -291475.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -291638.718750 Penalty: 3965.337646
	Iteration 7Q: 3 clusters Score -291638.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291857.687500 Penalty: 3965.337646
	Iteration 8F: 3 clusters Score -291857.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -292086.718750 Penalty: 3965.337646
	Iteration 9F: 3 clusters Score -292086.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -292313.843750 Penalty: 3965.337646
	Iteration 10F: 3 clusters Score -292313.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -292496.812500 Penalty: 3965.337646
	Iteration 11Q: 3 clusters Score -292496.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -292598.343750 Penalty: 3965.337646
	Iteration 12Q: 3 clusters Score -292598.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292662.156250 Penalty: 3965.337646
	Iteration 13Q: 3 clusters Score -292662.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292718.187500 Penalty: 3965.337646
	Iteration 14Q: 3 clusters Score -292718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -292743.812500 Penalty: 3965.337646
	Iteration 15Q: 3 clusters Score -292743.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292755.531250 Penalty: 3965.337646
	Iteration 16Q: 3 clusters Score -292755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292758.062500 Penalty: 3965.337646
	Iteration 17Q: 3 clusters Score -292758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -292760.000000 Penalty: 3965.337646
	Iteration 18Q: 3 clusters Score -292760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292759.906250 Penalty: 3965.337646
	Iteration 19Q: 3 clusters Score -292759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292759.906250 Penalty: 3965.337646
	Iteration 20F: 3 clusters Score -292759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Entering Unmasked Estep 
Score: -1811363.875000 Penalty: 2397.448730
	Iteration 0F: 2 clusters Score -1811364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1799910.125000 Penalty: 4794.897461
	Iteration 0F: 3 clusters Score -1799910 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1803563.125000 Penalty: 4794.897461
	Iteration 1F: 3 clusters Score -1803563 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1803863.375000 Penalty: 4794.897461
	Iteration 2F: 3 clusters Score -1803863 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1804101.125000 Penalty: 4794.897461
	Iteration 3Q: 3 clusters Score -1804101 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1804263.125000 Penalty: 4794.897461
	Iteration 4Q: 3 clusters Score -1804263 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1804398.500000 Penalty: 4794.897461
	Iteration 5Q: 3 clusters Score -1804398 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1804494.500000 Penalty: 4794.897461
	Iteration 6Q: 3 clusters Score -1804494 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1804586.750000 Penalty: 4794.897461
	Iteration 7Q: 3 clusters Score -1804587 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1804673.500000 Penalty: 4794.897461
	Iteration 8Q: 3 clusters Score -1804674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1804767.375000 Penalty: 4794.897461
	Iteration 9Q: 3 clusters Score -1804767 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1804869.375000 Penalty: 4794.897461
	Iteration 10Q: 3 clusters Score -1804869 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1804981.500000 Penalty: 4794.897461
	Iteration 11Q: 3 clusters Score -1804982 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1805107.250000 Penalty: 4794.897461
	Iteration 12Q: 3 clusters Score -1805107 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1805245.375000 Penalty: 4794.897461
	Iteration 13Q: 3 clusters Score -1805245 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1805429.500000 Penalty: 4794.897461
	Iteration 14Q: 3 clusters Score -1805430 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1805657.375000 Penalty: 4794.897461
	Iteration 15Q: 3 clusters Score -1805657 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1805954.875000 Penalty: 4794.897461
	Iteration 16Q: 3 clusters Score -1805955 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1806308.125000 Penalty: 4794.897461
	Iteration 17Q: 3 clusters Score -1806308 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1806763.625000 Penalty: 4794.897461
	Iteration 18Q: 3 clusters Score -1806764 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1807244.750000 Penalty: 4794.897461
	Iteration 19Q: 3 clusters Score -1807245 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1807710.125000 Penalty: 4794.897461
	Iteration 20F: 3 clusters Score -1807710 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1808099.500000 Penalty: 4794.897461
	Iteration 21Q: 3 clusters Score -1808100 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1808390.625000 Penalty: 4794.897461
	Iteration 22Q: 3 clusters Score -1808391 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1808586.875000 Penalty: 4794.897461
	Iteration 23Q: 3 clusters Score -1808587 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1808718.625000 Penalty: 4794.897461
	Iteration 24Q: 3 clusters Score -1808719 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1808809.125000 Penalty: 4794.897461
	Iteration 25Q: 3 clusters Score -1808809 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1808887.125000 Penalty: 4794.897461
	Iteration 26Q: 3 clusters Score -1808887 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1808945.500000 Penalty: 4794.897461
	Iteration 27Q: 3 clusters Score -1808946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1809007.000000 Penalty: 4794.897461
	Iteration 28Q: 3 clusters Score -1809007 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1809049.000000 Penalty: 4794.897461
	Iteration 29Q: 3 clusters Score -1809049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1809084.875000 Penalty: 4794.897461
	Iteration 30Q: 3 clusters Score -1809085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1809114.500000 Penalty: 4794.897461
	Iteration 31Q: 3 clusters Score -1809114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1809141.250000 Penalty: 4794.897461
	Iteration 32Q: 3 clusters Score -1809141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1809171.625000 Penalty: 4794.897461
	Iteration 33Q: 3 clusters Score -1809172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1809202.625000 Penalty: 4794.897461
	Iteration 34Q: 3 clusters Score -1809203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1809225.375000 Penalty: 4794.897461
	Iteration 35Q: 3 clusters Score -1809225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1809247.375000 Penalty: 4794.897461
	Iteration 36Q: 3 clusters Score -1809247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1809260.125000 Penalty: 4794.897461
	Iteration 37Q: 3 clusters Score -1809260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1809272.375000 Penalty: 4794.897461
	Iteration 38Q: 3 clusters Score -1809272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1809280.375000 Penalty: 4794.897461
	Iteration 39Q: 3 clusters Score -1809280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1809282.875000 Penalty: 4794.897461
	Iteration 40F: 3 clusters Score -1809283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1809285.375000 Penalty: 4794.897461
	Iteration 41Q: 3 clusters Score -1809285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1809290.875000 Penalty: 4794.897461
	Iteration 42Q: 3 clusters Score -1809291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1809298.875000 Penalty: 4794.897461
	Iteration 43Q: 3 clusters Score -1809299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1809306.750000 Penalty: 4794.897461
	Iteration 44Q: 3 clusters Score -1809307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1809315.500000 Penalty: 4794.897461
	Iteration 45Q: 3 clusters Score -1809316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1809326.250000 Penalty: 4794.897461
	Iteration 46Q: 3 clusters Score -1809326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1809333.500000 Penalty: 4794.897461
	Iteration 47Q: 3 clusters Score -1809334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1809344.250000 Penalty: 4794.897461
	Iteration 48Q: 3 clusters Score -1809344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1809348.000000 Penalty: 4794.897461
	Iteration 49Q: 3 clusters Score -1809348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1809346.000000 Penalty: 4794.897461
	Iteration 50Q: 3 clusters Score -1809346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1809346.875000 Penalty: 4794.897461
	Iteration 51Q: 3 clusters Score -1809347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1809351.625000 Penalty: 4794.897461
	Iteration 52Q: 3 clusters Score -1809352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1809353.375000 Penalty: 4794.897461
	Iteration 53Q: 3 clusters Score -1809353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1809352.125000 Penalty: 4794.897461
	Iteration 54Q: 3 clusters Score -1809352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1809352.125000 Penalty: 4794.897461
	Iteration 55F: 3 clusters Score -1809352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Entering Unmasked Estep 
Score: -2191182.500000 Penalty: 2443.174561
	Iteration 0F: 2 clusters Score -2191182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2177751.750000 Penalty: 4886.349121
	Iteration 0F: 3 clusters Score -2177752 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2182072.250000 Penalty: 4886.349121
	Iteration 1F: 3 clusters Score -2182072 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2182383.000000 Penalty: 4886.349121
	Iteration 2F: 3 clusters Score -2182383 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2182646.500000 Penalty: 4886.349121
	Iteration 3Q: 3 clusters Score -2182646 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2182863.500000 Penalty: 4886.349121
	Iteration 4Q: 3 clusters Score -2182864 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2183115.250000 Penalty: 4886.349121
	Iteration 5Q: 3 clusters Score -2183115 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2183340.250000 Penalty: 4886.349121
	Iteration 6Q: 3 clusters Score -2183340 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2183579.500000 Penalty: 4886.349121
	Iteration 7Q: 3 clusters Score -2183580 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2183854.500000 Penalty: 4886.349121
	Iteration 8Q: 3 clusters Score -2183854 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2184184.750000 Penalty: 4886.349121
	Iteration 9Q: 3 clusters Score -2184185 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2184556.750000 Penalty: 4886.349121
	Iteration 10Q: 3 clusters Score -2184557 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2185031.500000 Penalty: 4886.349121
	Iteration 11Q: 3 clusters Score -2185032 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2185577.500000 Penalty: 4886.349121
	Iteration 12Q: 3 clusters Score -2185578 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2186236.250000 Penalty: 4886.349121
	Iteration 13Q: 3 clusters Score -2186236 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2186873.250000 Penalty: 4886.349121
	Iteration 14Q: 3 clusters Score -2186873 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2187400.000000 Penalty: 4886.349121
	Iteration 15Q: 3 clusters Score -2187400 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2187816.750000 Penalty: 4886.349121
	Iteration 16Q: 3 clusters Score -2187817 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2188157.000000 Penalty: 4886.349121
	Iteration 17Q: 3 clusters Score -2188157 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2188440.000000 Penalty: 4886.349121
	Iteration 18Q: 3 clusters Score -2188440 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2188652.750000 Penalty: 4886.349121
	Iteration 19Q: 3 clusters Score -2188653 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2188793.500000 Penalty: 4886.349121
	Iteration 20F: 3 clusters Score -2188794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2188878.000000 Penalty: 4886.349121
	Iteration 21Q: 3 clusters Score -2188878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2188940.250000 Penalty: 4886.349121
	Iteration 22Q: 3 clusters Score -2188940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2188975.000000 Penalty: 4886.349121
	Iteration 23Q: 3 clusters Score -2188975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2188996.500000 Penalty: 4886.349121
	Iteration 24Q: 3 clusters Score -2188996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2189016.500000 Penalty: 4886.349121
	Iteration 25Q: 3 clusters Score -2189016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2189026.750000 Penalty: 4886.349121
	Iteration 26Q: 3 clusters Score -2189027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2189036.250000 Penalty: 4886.349121
	Iteration 27Q: 3 clusters Score -2189036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2189042.500000 Penalty: 4886.349121
	Iteration 28Q: 3 clusters Score -2189042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2189051.500000 Penalty: 4886.349121
	Iteration 29Q: 3 clusters Score -2189052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2189052.500000 Penalty: 4886.349121
	Iteration 30Q: 3 clusters Score -2189052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2189058.500000 Penalty: 4886.349121
	Iteration 31Q: 3 clusters Score -2189058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2189062.000000 Penalty: 4886.349121
	Iteration 32Q: 3 clusters Score -2189062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2189065.000000 Penalty: 4886.349121
	Iteration 33Q: 3 clusters Score -2189065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2189065.000000 Penalty: 4886.349121
	Iteration 34Q: 3 clusters Score -2189065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2189065.000000 Penalty: 4886.349121
	Iteration 35F: 3 clusters Score -2189065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -67656.554688 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -67656.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66015.601562 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -66015.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66802.234375 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -66802.23 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67588.648438 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -67588.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68386.406250 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -68386.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69051.898438 Penalty: 3295.319824
	Iteration 4F: 3 clusters Score -69051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69276.578125 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -69276.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69302.101562 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -69302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69310.898438 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -69310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69315.476562 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -69315.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69318.476562 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -69318.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69323.109375 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -69323.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69323.109375 Penalty: 3295.319824
	Iteration 11F: 3 clusters Score -69323.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118062 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80353 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 4190 members 
Mstep: Class 41 contains 316 members 
Entering Unmasked Estep 
Score: -110929112.000000 Penalty: 140607.781250
Splitting cluster 32 changes total score from -110928904.000000 to -110929112.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -50885.593750 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -50885.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49367.042969 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -49367.04 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49555.609375 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -49555.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49599.281250 Penalty: 3085.412598
	Iteration 2Q: 3 clusters Score -49599.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49614.519531 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -49614.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49617.109375 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -49617.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49617.109375 Penalty: 3085.412598
	Iteration 5F: 3 clusters Score -49617.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -75164.140625 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -75164.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73483.125000 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -73483.12 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74034.390625 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -74034.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74475.226562 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -74475.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75105.054688 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -75105.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75446.539062 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -75446.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75614.835938 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -75614.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75864.562500 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -75864.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76025.546875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -76025.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76100.070312 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -76100.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76189.039062 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -76189.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76197.992188 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -76197.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76199.593750 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -76199.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76199.593750 Penalty: 3349.705322
	Iteration 12F: 3 clusters Score -76199.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118062 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80353 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 4190 members 
Mstep: Class 41 contains 316 members 
Mstep: Class 42 contains 460 members 
Entering Unmasked Estep 
Score: -110928416.000000 Penalty: 144037.250000
Splitting cluster 34 changes total score from -110928904.000000 to -110928416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -676863.875000 Penalty: 2161.334961
	Iteration 0F: 2 clusters Score -676863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -671643.812500 Penalty: 4322.669922
	Iteration 0F: 3 clusters Score -671643.8 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -672990.062500 Penalty: 4322.669922
	Iteration 1F: 3 clusters Score -672990.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -673550.562500 Penalty: 4322.669922
	Iteration 2F: 3 clusters Score -673550.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -674105.937500 Penalty: 4322.669922
	Iteration 3F: 3 clusters Score -674105.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -674471.625000 Penalty: 4322.669922
	Iteration 4F: 3 clusters Score -674471.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -674810.187500 Penalty: 4322.669922
	Iteration 5F: 3 clusters Score -674810.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -675111.187500 Penalty: 4322.669922
	Iteration 6F: 3 clusters Score -675111.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -675382.125000 Penalty: 4322.669922
	Iteration 7Q: 3 clusters Score -675382.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -675612.312500 Penalty: 4322.669922
	Iteration 8Q: 3 clusters Score -675612.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -675774.812500 Penalty: 4322.669922
	Iteration 9Q: 3 clusters Score -675774.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -675880.312500 Penalty: 4322.669922
	Iteration 10Q: 3 clusters Score -675880.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -675964.875000 Penalty: 4322.669922
	Iteration 11Q: 3 clusters Score -675964.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -676023.562500 Penalty: 4322.669922
	Iteration 12Q: 3 clusters Score -676023.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -676065.000000 Penalty: 4322.669922
	Iteration 13Q: 3 clusters Score -676065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -676100.875000 Penalty: 4322.669922
	Iteration 14Q: 3 clusters Score -676100.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -676135.312500 Penalty: 4322.669922
	Iteration 15Q: 3 clusters Score -676135.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -676169.437500 Penalty: 4322.669922
	Iteration 16Q: 3 clusters Score -676169.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -676205.125000 Penalty: 4322.669922
	Iteration 17Q: 3 clusters Score -676205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -676233.125000 Penalty: 4322.669922
	Iteration 18Q: 3 clusters Score -676233.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -676268.125000 Penalty: 4322.669922
	Iteration 19Q: 3 clusters Score -676268.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -676293.000000 Penalty: 4322.669922
	Iteration 20F: 3 clusters Score -676293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -676302.812500 Penalty: 4322.669922
	Iteration 21Q: 3 clusters Score -676302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -676307.312500 Penalty: 4322.669922
	Iteration 22Q: 3 clusters Score -676307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -676309.000000 Penalty: 4322.669922
	Iteration 23Q: 3 clusters Score -676309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -676309.250000 Penalty: 4322.669922
	Iteration 24Q: 3 clusters Score -676309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -676313.000000 Penalty: 4322.669922
	Iteration 25Q: 3 clusters Score -676313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -676318.375000 Penalty: 4322.669922
	Iteration 26Q: 3 clusters Score -676318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -676321.875000 Penalty: 4322.669922
	Iteration 27Q: 3 clusters Score -676321.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -676328.875000 Penalty: 4322.669922
	Iteration 28Q: 3 clusters Score -676328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -676333.125000 Penalty: 4322.669922
	Iteration 29Q: 3 clusters Score -676333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -676333.500000 Penalty: 4322.669922
	Iteration 30Q: 3 clusters Score -676333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -676334.250000 Penalty: 4322.669922
	Iteration 31Q: 3 clusters Score -676334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -676334.250000 Penalty: 4322.669922
	Iteration 32F: 3 clusters Score -676334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -33088.082031 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -33088.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31793.138672 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31793.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32043.070312 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -32043.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32087.060547 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -32087.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32110.433594 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -32110.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32132.160156 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -32132.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32145.832031 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -32145.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32157.251953 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -32157.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32177.970703 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -32177.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32194.421875 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -32194.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32194.421875 Penalty: 2895.514160
	Iteration 9F: 3 clusters Score -32194.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -15103.844727 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -15103.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14022.702148 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -14022.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14101.506836 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -14101.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14113.335938 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -14113.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14121.696289 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -14121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14162.020508 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -14162.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14191.725586 Penalty: 2645.028564
	Iteration 5Q: 3 clusters Score -14191.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14196.570312 Penalty: 2645.028564
	Iteration 6Q: 3 clusters Score -14196.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14206.047852 Penalty: 2645.028564
	Iteration 7Q: 3 clusters Score -14206.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14206.047852 Penalty: 2645.028564
	Iteration 8F: 3 clusters Score -14206.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -219639.500000 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -219639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217018.390625 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -217018.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217473.750000 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -217473.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -217594.125000 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -217594.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217656.078125 Penalty: 3778.164795
	Iteration 3Q: 3 clusters Score -217656.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217696.890625 Penalty: 3778.164795
	Iteration 4Q: 3 clusters Score -217696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217720.343750 Penalty: 3778.164795
	Iteration 5Q: 3 clusters Score -217720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -217729.359375 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -217729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -217733.781250 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -217733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217741.359375 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -217741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -217751.421875 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -217751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -217757.578125 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -217757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -217767.625000 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -217767.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -217779.406250 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -217779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -217788.000000 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -217788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217795.546875 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -217795.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217806.750000 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -217806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -217810.968750 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -217811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -217816.250000 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -217816.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217823.640625 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -217823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -217829.218750 Penalty: 3778.164795
	Iteration 19Q: 3 clusters Score -217829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -217835.140625 Penalty: 3778.164795
	Iteration 20F: 3 clusters Score -217835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217844.937500 Penalty: 3778.164795
	Iteration 21Q: 3 clusters Score -217844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -217849.937500 Penalty: 3778.164795
	Iteration 22Q: 3 clusters Score -217849.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217853.796875 Penalty: 3778.164795
	Iteration 23Q: 3 clusters Score -217853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217856.390625 Penalty: 3778.164795
	Iteration 24Q: 3 clusters Score -217856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217857.609375 Penalty: 3778.164795
	Iteration 25Q: 3 clusters Score -217857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217858.593750 Penalty: 3778.164795
	Iteration 26Q: 3 clusters Score -217858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -217859.093750 Penalty: 3778.164795
	Iteration 27Q: 3 clusters Score -217859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -217859.093750 Penalty: 3778.164795
	Iteration 28F: 3 clusters Score -217859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -34661.687500 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -34661.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33354.234375 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -33354.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33738.082031 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -33738.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33859.011719 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -33859.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33895.257812 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -33895.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33900.777344 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -33900.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33909.902344 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -33909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33914.179688 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -33914.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33916.316406 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -33916.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33916.316406 Penalty: 2999.496582
	Iteration 8F: 3 clusters Score -33916.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118062 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80353 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 18987 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929192.000000 Penalty: 140607.781250
Iteration 199Q: 42 clusters Score -1.109292e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 328651 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 40389 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20406 members 
Mstep: Class 7 contains 40710 members 
Mstep: Class 8 contains 13357 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 50090 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 41772 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17689 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118158 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80334 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 15787 members 
Mstep: Class 31 contains 18997 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 421 members 
Mstep: Class 40 contains 4186 members 
Mstep: Class 41 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930312.000000 Penalty: 140607.781250
Iteration 200F: 42 clusters Score -1.109303e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328739 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14449 members 
Mstep: Class 4 contains 40366 members 
Mstep: Class 5 contains 109652 members 
Mstep: Class 6 contains 20421 members 
Mstep: Class 7 contains 40710 members 
Mstep: Class 8 contains 12946 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16253 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 50066 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 41559 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17677 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 118049 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 80295 members 
Mstep: Class 29 contains 2964 members 
Mstep: Class 30 contains 15787 members 
Mstep: Class 31 contains 19001 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 417 members 
Mstep: Class 40 contains 4908 members 
Mstep: Class 41 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930752.000000 Penalty: 140607.781250
Iteration 201Q: 42 clusters Score -1.109308e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328838 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 4 contains 40341 members 
Mstep: Class 5 contains 109651 members 
Mstep: Class 6 contains 20435 members 
Mstep: Class 7 contains 40709 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 50057 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 41400 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17651 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 118014 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80252 members 
Mstep: Class 29 contains 2961 members 
Mstep: Class 30 contains 15787 members 
Mstep: Class 31 contains 19020 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 413 members 
Mstep: Class 40 contains 5406 members 
Mstep: Class 41 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931304.000000 Penalty: 140607.781250
Iteration 202Q: 42 clusters Score -1.109313e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328907 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 40311 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 40708 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16262 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 50051 members 
Mstep: Class 14 contains 12445 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 41283 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17635 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 117945 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80203 members 
Mstep: Class 29 contains 2959 members 
Mstep: Class 30 contains 15789 members 
Mstep: Class 31 contains 19030 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 409 members 
Mstep: Class 40 contains 5914 members 
Mstep: Class 41 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931744.000000 Penalty: 140607.781250
Iteration 203Q: 42 clusters Score -1.109317e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328943 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 4 contains 40285 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20454 members 
Mstep: Class 7 contains 40709 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16274 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 50046 members 
Mstep: Class 14 contains 12438 members 
Mstep: Class 15 contains 4918 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 41197 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17630 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 117863 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80162 members 
Mstep: Class 29 contains 2958 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 19042 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6095 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 6431 members 
Mstep: Class 41 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932184.000000 Penalty: 140607.781250
Iteration 204Q: 42 clusters Score -1.109322e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328927 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14503 members 
Mstep: Class 4 contains 40253 members 
Mstep: Class 5 contains 109656 members 
Mstep: Class 6 contains 20464 members 
Mstep: Class 7 contains 40711 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16285 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 50055 members 
Mstep: Class 14 contains 12434 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 41136 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17613 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 117748 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80141 members 
Mstep: Class 29 contains 2958 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 19058 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6095 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 399 members 
Mstep: Class 40 contains 6939 members 
Mstep: Class 41 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932456.000000 Penalty: 140607.781250
Iteration 205Q: 42 clusters Score -1.109325e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328897 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14515 members 
Mstep: Class 4 contains 40214 members 
Mstep: Class 5 contains 109652 members 
Mstep: Class 6 contains 20476 members 
Mstep: Class 7 contains 40710 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16291 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 50057 members 
Mstep: Class 14 contains 12431 members 
Mstep: Class 15 contains 4915 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17598 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 117609 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80126 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 19070 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 396 members 
Mstep: Class 40 contains 7471 members 
Mstep: Class 41 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932816.000000 Penalty: 140607.781250
Iteration 206Q: 42 clusters Score -1.109328e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 328858 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14531 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 109652 members 
Mstep: Class 6 contains 20484 members 
Mstep: Class 7 contains 40706 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16292 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 50056 members 
Mstep: Class 14 contains 12427 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 41055 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17584 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 117485 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3723 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80104 members 
Mstep: Class 29 contains 2964 members 
Mstep: Class 30 contains 15793 members 
Mstep: Class 31 contains 19073 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 7947 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933048.000000 Penalty: 140607.781250
Iteration 207Q: 42 clusters Score -1.10933e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328810 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 40148 members 
Mstep: Class 5 contains 109648 members 
Mstep: Class 6 contains 20488 members 
Mstep: Class 7 contains 40704 members 
Mstep: Class 8 contains 10921 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16294 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 50058 members 
Mstep: Class 14 contains 12421 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 41002 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17575 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 117355 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80068 members 
Mstep: Class 29 contains 2968 members 
Mstep: Class 30 contains 15796 members 
Mstep: Class 31 contains 19078 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 8431 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933248.000000 Penalty: 140607.781250
Iteration 208Q: 42 clusters Score -1.109332e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328754 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 40119 members 
Mstep: Class 5 contains 109648 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 40700 members 
Mstep: Class 8 contains 10783 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 50063 members 
Mstep: Class 14 contains 12413 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40968 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17548 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 117218 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80046 members 
Mstep: Class 29 contains 2971 members 
Mstep: Class 30 contains 15797 members 
Mstep: Class 31 contains 19081 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 8867 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933672.000000 Penalty: 140607.781250
Iteration 209Q: 42 clusters Score -1.109337e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328704 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14561 members 
Mstep: Class 4 contains 40103 members 
Mstep: Class 5 contains 109643 members 
Mstep: Class 6 contains 20514 members 
Mstep: Class 7 contains 40700 members 
Mstep: Class 8 contains 10639 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16298 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 50075 members 
Mstep: Class 14 contains 12403 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40925 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17525 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 117085 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80020 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 15800 members 
Mstep: Class 31 contains 19083 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2033 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 9285 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933896.000000 Penalty: 140607.781250
Iteration 210Q: 42 clusters Score -1.109339e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328635 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14572 members 
Mstep: Class 4 contains 40097 members 
Mstep: Class 5 contains 109642 members 
Mstep: Class 6 contains 20517 members 
Mstep: Class 7 contains 40699 members 
Mstep: Class 8 contains 10512 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16300 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 50086 members 
Mstep: Class 14 contains 12394 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40884 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17506 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116959 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 80004 members 
Mstep: Class 29 contains 2976 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 19086 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2034 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 9671 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933928.000000 Penalty: 140607.781250
Iteration 211Q: 42 clusters Score -1.109339e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328548 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 4 contains 40091 members 
Mstep: Class 5 contains 109639 members 
Mstep: Class 6 contains 20525 members 
Mstep: Class 7 contains 40697 members 
Mstep: Class 8 contains 10402 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16300 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 50090 members 
Mstep: Class 14 contains 12385 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40850 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17493 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116860 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79997 members 
Mstep: Class 29 contains 2977 members 
Mstep: Class 30 contains 15804 members 
Mstep: Class 31 contains 19088 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2035 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 10019 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934040.000000 Penalty: 140607.781250
Iteration 212Q: 42 clusters Score -1.10934e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328461 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14587 members 
Mstep: Class 4 contains 40095 members 
Mstep: Class 5 contains 109637 members 
Mstep: Class 6 contains 20536 members 
Mstep: Class 7 contains 40694 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16301 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 50096 members 
Mstep: Class 14 contains 12378 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 40813 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17481 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116754 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79978 members 
Mstep: Class 29 contains 2979 members 
Mstep: Class 30 contains 15803 members 
Mstep: Class 31 contains 19088 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934152.000000 Penalty: 140607.781250
Iteration 213Q: 42 clusters Score -1.109342e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328395 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14597 members 
Mstep: Class 4 contains 40076 members 
Mstep: Class 5 contains 109640 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 40687 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16301 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 50099 members 
Mstep: Class 14 contains 12371 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 15152 members 
Mstep: Class 19 contains 40783 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17468 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116607 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79965 members 
Mstep: Class 29 contains 2982 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 19089 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 10701 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934192.000000 Penalty: 140607.781250
Iteration 214Q: 42 clusters Score -1.109342e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328323 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 4 contains 40060 members 
Mstep: Class 5 contains 109641 members 
Mstep: Class 6 contains 20565 members 
Mstep: Class 7 contains 40685 members 
Mstep: Class 8 contains 10171 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 50102 members 
Mstep: Class 14 contains 12368 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 15152 members 
Mstep: Class 19 contains 40742 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17465 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116499 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79947 members 
Mstep: Class 29 contains 2983 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 19088 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 10983 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934320.000000 Penalty: 140607.781250
Iteration 215Q: 42 clusters Score -1.109343e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328223 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 40052 members 
Mstep: Class 5 contains 109642 members 
Mstep: Class 6 contains 20576 members 
Mstep: Class 7 contains 40684 members 
Mstep: Class 8 contains 10133 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 50109 members 
Mstep: Class 14 contains 12361 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40701 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17454 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116401 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79934 members 
Mstep: Class 29 contains 2985 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 19088 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6094 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 11260 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934408.000000 Penalty: 140607.781250
Iteration 216Q: 42 clusters Score -1.109344e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328220 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 40043 members 
Mstep: Class 5 contains 109646 members 
Mstep: Class 6 contains 20586 members 
Mstep: Class 7 contains 40681 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16321 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 50115 members 
Mstep: Class 14 contains 12358 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40647 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17434 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 116276 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79921 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 19085 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 11473 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934496.000000 Penalty: 140607.781250
Iteration 217Q: 42 clusters Score -1.109345e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328239 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14618 members 
Mstep: Class 4 contains 40034 members 
Mstep: Class 5 contains 109648 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 40672 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16329 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 12353 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40589 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17430 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 116173 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79893 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 19084 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 11656 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934632.000000 Penalty: 140607.781250
Iteration 218Q: 42 clusters Score -1.109346e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328216 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 40035 members 
Mstep: Class 5 contains 109647 members 
Mstep: Class 6 contains 20613 members 
Mstep: Class 7 contains 40664 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16340 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 50117 members 
Mstep: Class 14 contains 12351 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40536 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17416 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 116066 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79881 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 19080 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 11857 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934664.000000 Penalty: 140607.781250
Iteration 219Q: 42 clusters Score -1.109347e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328179 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 4 contains 40028 members 
Mstep: Class 5 contains 109648 members 
Mstep: Class 6 contains 20629 members 
Mstep: Class 7 contains 40658 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16351 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 50121 members 
Mstep: Class 14 contains 12347 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 40490 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17412 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 115974 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79864 members 
Mstep: Class 29 contains 2986 members 
Mstep: Class 30 contains 15806 members 
Mstep: Class 31 contains 19079 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 12036 members 
Mstep: Class 41 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934928.000000 Penalty: 140607.781250
Iteration 220F: 42 clusters Score -1.109349e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328136 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14635 members 
Mstep: Class 4 contains 40024 members 
Mstep: Class 5 contains 109651 members 
Mstep: Class 6 contains 20636 members 
Mstep: Class 7 contains 40655 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16354 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 12346 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 40453 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17417 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 115883 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79855 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 15808 members 
Mstep: Class 31 contains 19074 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 385 members 
Mstep: Class 40 contains 12333 members 
Mstep: Class 41 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935024.000000 Penalty: 140607.781250
Iteration 221Q: 42 clusters Score -1.10935e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328091 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 4 contains 40027 members 
Mstep: Class 5 contains 109650 members 
Mstep: Class 6 contains 20642 members 
Mstep: Class 7 contains 40651 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16362 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 50131 members 
Mstep: Class 14 contains 12342 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 40418 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17420 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 115804 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79849 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 15810 members 
Mstep: Class 31 contains 19074 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 374 members 
Mstep: Class 40 contains 12602 members 
Mstep: Class 41 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935344.000000 Penalty: 140607.781250
Iteration 222Q: 42 clusters Score -1.109353e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328068 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 40031 members 
Mstep: Class 5 contains 109650 members 
Mstep: Class 6 contains 20646 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 9781 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16370 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 50134 members 
Mstep: Class 14 contains 12338 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 40379 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17420 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 115717 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79838 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 15810 members 
Mstep: Class 31 contains 19068 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 12821 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935464.000000 Penalty: 140607.781250
Iteration 223Q: 42 clusters Score -1.109355e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328057 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 40025 members 
Mstep: Class 5 contains 109651 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 40650 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16376 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 50131 members 
Mstep: Class 14 contains 12336 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 40340 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17410 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 115630 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79830 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 19067 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13026 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935584.000000 Penalty: 140607.781250
Iteration 224Q: 42 clusters Score -1.109356e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328027 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 40018 members 
Mstep: Class 5 contains 109650 members 
Mstep: Class 6 contains 20656 members 
Mstep: Class 7 contains 40650 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16382 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 12335 members 
Mstep: Class 15 contains 4915 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 40309 members 
Mstep: Class 20 contains 3891 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17410 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 115539 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79824 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 15808 members 
Mstep: Class 31 contains 19070 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13217 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935600.000000 Penalty: 140607.781250
Iteration 225Q: 42 clusters Score -1.109356e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328038 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 40012 members 
Mstep: Class 5 contains 109652 members 
Mstep: Class 6 contains 20665 members 
Mstep: Class 7 contains 40645 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16383 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 12334 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 40269 members 
Mstep: Class 20 contains 3888 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17400 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 115441 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79825 members 
Mstep: Class 29 contains 2997 members 
Mstep: Class 30 contains 15808 members 
Mstep: Class 31 contains 19071 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6093 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13379 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935544.000000 Penalty: 140607.781250
Iteration 226Q: 42 clusters Score -1.109355e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328049 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 40013 members 
Mstep: Class 5 contains 109651 members 
Mstep: Class 6 contains 20676 members 
Mstep: Class 7 contains 40639 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16387 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 50132 members 
Mstep: Class 14 contains 12333 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 40232 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17395 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 115337 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79815 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 19074 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6092 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13526 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935648.000000 Penalty: 140607.781250
Iteration 227Q: 42 clusters Score -1.109356e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328110 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 40009 members 
Mstep: Class 5 contains 109651 members 
Mstep: Class 6 contains 20681 members 
Mstep: Class 7 contains 40642 members 
Mstep: Class 8 contains 9642 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16388 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 12331 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 40180 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17388 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 115244 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79795 members 
Mstep: Class 29 contains 3001 members 
Mstep: Class 30 contains 15811 members 
Mstep: Class 31 contains 19074 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13657 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935824.000000 Penalty: 140607.781250
Iteration 228Q: 42 clusters Score -1.109358e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328141 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 40011 members 
Mstep: Class 5 contains 109653 members 
Mstep: Class 6 contains 20684 members 
Mstep: Class 7 contains 40640 members 
Mstep: Class 8 contains 9630 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16388 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 50125 members 
Mstep: Class 14 contains 12331 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 40136 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17382 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 115167 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79778 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 15813 members 
Mstep: Class 31 contains 19078 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13773 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935792.000000 Penalty: 140607.781250
Iteration 229Q: 42 clusters Score -1.109358e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328170 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 40010 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20687 members 
Mstep: Class 7 contains 40641 members 
Mstep: Class 8 contains 9620 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16388 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 50128 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 40091 members 
Mstep: Class 20 contains 3871 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17379 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 115115 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79760 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 15813 members 
Mstep: Class 31 contains 19078 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13865 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935784.000000 Penalty: 140607.781250
Iteration 230Q: 42 clusters Score -1.109358e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328191 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 4 contains 40018 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20692 members 
Mstep: Class 7 contains 40640 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16387 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 50130 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 15144 members 
Mstep: Class 19 contains 40053 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17377 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 115040 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79753 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 15814 members 
Mstep: Class 31 contains 19078 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 13962 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935880.000000 Penalty: 140607.781250
Iteration 231Q: 42 clusters Score -1.109359e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328223 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 40023 members 
Mstep: Class 5 contains 109655 members 
Mstep: Class 6 contains 20696 members 
Mstep: Class 7 contains 40637 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16394 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 50132 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 15144 members 
Mstep: Class 19 contains 40009 members 
Mstep: Class 20 contains 3864 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17375 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 114973 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79739 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 15816 members 
Mstep: Class 31 contains 19080 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14060 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936056.000000 Penalty: 140607.781250
Iteration 232Q: 42 clusters Score -1.109361e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328258 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 40022 members 
Mstep: Class 5 contains 109656 members 
Mstep: Class 6 contains 20702 members 
Mstep: Class 7 contains 40640 members 
Mstep: Class 8 contains 9590 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16399 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 50136 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 15144 members 
Mstep: Class 19 contains 39970 members 
Mstep: Class 20 contains 3860 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17370 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 114916 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79719 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15818 members 
Mstep: Class 31 contains 19080 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14140 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936024.000000 Penalty: 140607.781250
Iteration 233Q: 42 clusters Score -1.10936e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328277 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 40021 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20710 members 
Mstep: Class 7 contains 40645 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16403 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39938 members 
Mstep: Class 20 contains 3860 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17367 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 114854 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79708 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15819 members 
Mstep: Class 31 contains 19079 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14222 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936016.000000 Penalty: 140607.781250
Iteration 234Q: 42 clusters Score -1.10936e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328281 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 40023 members 
Mstep: Class 5 contains 109654 members 
Mstep: Class 6 contains 20719 members 
Mstep: Class 7 contains 40640 members 
Mstep: Class 8 contains 9560 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16406 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39913 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17365 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 114804 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79706 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15820 members 
Mstep: Class 31 contains 19080 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14299 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935928.000000 Penalty: 140607.781250
Iteration 235Q: 42 clusters Score -1.109359e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328289 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14650 members 
Mstep: Class 4 contains 40023 members 
Mstep: Class 5 contains 109656 members 
Mstep: Class 6 contains 20729 members 
Mstep: Class 7 contains 40641 members 
Mstep: Class 8 contains 9545 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16408 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50145 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39891 members 
Mstep: Class 20 contains 3852 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17367 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114759 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79694 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15819 members 
Mstep: Class 31 contains 19084 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14367 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935920.000000 Penalty: 140607.781250
Iteration 236Q: 42 clusters Score -1.109359e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328302 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 40015 members 
Mstep: Class 5 contains 109656 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 40639 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16409 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50151 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39868 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17368 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114714 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79682 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15822 members 
Mstep: Class 31 contains 19087 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14433 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935880.000000 Penalty: 140607.781250
Iteration 237Q: 42 clusters Score -1.109359e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328313 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 40013 members 
Mstep: Class 5 contains 109660 members 
Mstep: Class 6 contains 20754 members 
Mstep: Class 7 contains 40638 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16411 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50154 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 39852 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17363 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114671 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79663 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15825 members 
Mstep: Class 31 contains 19092 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14489 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935936.000000 Penalty: 140607.781250
Iteration 238Q: 42 clusters Score -1.109359e+08 nChanged 208
Entering ConstructFrom: 
Score: -110935936.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (328303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328303 members 
Entering Unmasked Estep 
Score: -36923516.000000 Penalty: 3150.019775
	Iteration 0F: 2 clusters Score -3.692352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164007 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -36719428.000000 Penalty: 6300.039551
	Iteration 0F: 3 clusters Score -3.671943e+07 nChanged 159056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 169044 members 
Entering Unmasked Estep 
Score: -36814308.000000 Penalty: 6300.039551
	Iteration 1F: 3 clusters Score -3.681431e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156663 members 
Mstep: Class 2 contains 171640 members 
Entering Unmasked Estep 
Score: -36815840.000000 Penalty: 6300.039551
	Iteration 2Q: 3 clusters Score -3.681584e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 175513 members 
Entering Unmasked Estep 
Score: -36817916.000000 Penalty: 6300.039551
	Iteration 3Q: 3 clusters Score -3.681792e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146896 members 
Mstep: Class 2 contains 181407 members 
Entering Unmasked Estep 
Score: -36820952.000000 Penalty: 6300.039551
	Iteration 4Q: 3 clusters Score -3.682095e+07 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138128 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -36825852.000000 Penalty: 6300.039551
	Iteration 5Q: 3 clusters Score -3.682585e+07 nChanged 15540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 202757 members 
Entering Unmasked Estep 
Score: -36833752.000000 Penalty: 6300.039551
	Iteration 6Q: 3 clusters Score -3.683375e+07 nChanged 19194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108428 members 
Mstep: Class 2 contains 219875 members 
Entering Unmasked Estep 
Score: -36846152.000000 Penalty: 6300.039551
	Iteration 7F: 3 clusters Score -3.684615e+07 nChanged 22342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 240907 members 
Entering Unmasked Estep 
Score: -36863852.000000 Penalty: 6300.039551
	Iteration 8F: 3 clusters Score -3.686385e+07 nChanged 22787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 262878 members 
Entering Unmasked Estep 
Score: -36883288.000000 Penalty: 6300.039551
	Iteration 9F: 3 clusters Score -3.688329e+07 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 282212 members 
Entering Unmasked Estep 
Score: -36900568.000000 Penalty: 6300.039551
	Iteration 10F: 3 clusters Score -3.690057e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 296992 members 
Entering Unmasked Estep 
Score: -36910148.000000 Penalty: 6300.039551
	Iteration 11Q: 3 clusters Score -3.691015e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 307358 members 
Entering Unmasked Estep 
Score: -36914940.000000 Penalty: 6300.039551
	Iteration 12Q: 3 clusters Score -3.691494e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 314641 members 
Entering Unmasked Estep 
Score: -36917896.000000 Penalty: 6300.039551
	Iteration 13Q: 3 clusters Score -3.69179e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 319585 members 
Entering Unmasked Estep 
Score: -36919156.000000 Penalty: 6300.039551
	Iteration 14Q: 3 clusters Score -3.691916e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 322753 members 
Entering Unmasked Estep 
Score: -36919804.000000 Penalty: 6300.039551
	Iteration 15Q: 3 clusters Score -3.69198e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 324691 members 
Entering Unmasked Estep 
Score: -36920256.000000 Penalty: 6300.039551
	Iteration 16Q: 3 clusters Score -3.692026e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 325860 members 
Entering Unmasked Estep 
Score: -36920540.000000 Penalty: 6300.039551
	Iteration 17Q: 3 clusters Score -3.692054e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 326541 members 
Entering Unmasked Estep 
Score: -36920688.000000 Penalty: 6300.039551
	Iteration 18Q: 3 clusters Score -3.692069e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 326902 members 
Entering Unmasked Estep 
Score: -36920880.000000 Penalty: 6300.039551
	Iteration 19Q: 3 clusters Score -3.692088e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 327147 members 
Entering Unmasked Estep 
Score: -36920988.000000 Penalty: 6300.039551
	Iteration 20F: 3 clusters Score -3.692099e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 327299 members 
Entering Unmasked Estep 
Score: -36920992.000000 Penalty: 6300.039551
	Iteration 21Q: 3 clusters Score -3.692099e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 327399 members 
Entering Unmasked Estep 
Score: -36920988.000000 Penalty: 6300.039551
	Iteration 22Q: 3 clusters Score -3.692099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 327467 members 
Entering Unmasked Estep 
Score: -36921004.000000 Penalty: 6300.039551
	Iteration 23Q: 3 clusters Score -3.6921e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 327511 members 
Entering Unmasked Estep 
Score: -36921024.000000 Penalty: 6300.039551
	Iteration 24Q: 3 clusters Score -3.692102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 327539 members 
Entering Unmasked Estep 
Score: -36921008.000000 Penalty: 6300.039551
	Iteration 25Q: 3 clusters Score -3.692101e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 327561 members 
Entering Unmasked Estep 
Score: -36921048.000000 Penalty: 6300.039551
	Iteration 26Q: 3 clusters Score -3.692105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 327577 members 
Entering Unmasked Estep 
Score: -36921032.000000 Penalty: 6300.039551
	Iteration 27Q: 3 clusters Score -3.692103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 327586 members 
Entering Unmasked Estep 
Score: -36921044.000000 Penalty: 6300.039551
	Iteration 28Q: 3 clusters Score -3.692104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 327592 members 
Entering Unmasked Estep 
Score: -36921056.000000 Penalty: 6300.039551
	Iteration 29Q: 3 clusters Score -3.692106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 327605 members 
Entering Unmasked Estep 
Score: -36921052.000000 Penalty: 6300.039551
	Iteration 30Q: 3 clusters Score -3.692105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 327607 members 
Entering Unmasked Estep 
Score: -36921060.000000 Penalty: 6300.039551
	Iteration 31Q: 3 clusters Score -3.692106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 327611 members 
Entering Unmasked Estep 
Score: -36921072.000000 Penalty: 6300.039551
	Iteration 32Q: 3 clusters Score -3.692107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 327614 members 
Entering Unmasked Estep 
Score: -36921084.000000 Penalty: 6300.039551
	Iteration 33Q: 3 clusters Score -3.692108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 327615 members 
Entering Unmasked Estep 
Score: -36921080.000000 Penalty: 6300.039551
	Iteration 34Q: 3 clusters Score -3.692108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 327615 members 
Entering Unmasked Estep 
Score: -36921076.000000 Penalty: 6300.039551
	Iteration 35Q: 3 clusters Score -3.692108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 327622 members 
Entering Unmasked Estep 
Score: -36921096.000000 Penalty: 6300.039551
	Iteration 36Q: 3 clusters Score -3.69211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 327624 members 
Entering Unmasked Estep 
Score: -36921092.000000 Penalty: 6300.039551
	Iteration 37Q: 3 clusters Score -3.692109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 327625 members 
Entering Unmasked Estep 
Score: -36921100.000000 Penalty: 6300.039551
	Iteration 38Q: 3 clusters Score -3.69211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 327627 members 
Entering Unmasked Estep 
Score: -36921076.000000 Penalty: 6300.039551
	Iteration 39Q: 3 clusters Score -3.692108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 327631 members 
Entering Unmasked Estep 
Score: -36921088.000000 Penalty: 6300.039551
	Iteration 40F: 3 clusters Score -3.692109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 327633 members 
Entering Unmasked Estep 
Score: -36921104.000000 Penalty: 6300.039551
	Iteration 41Q: 3 clusters Score -3.69211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 327633 members 
Entering Unmasked Estep 
Score: -36921104.000000 Penalty: 6300.039551
	Iteration 42F: 3 clusters Score -3.69211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -440328.968750 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -440329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -436424.531250 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -436424.5 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -437337.250000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -437337.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437543.968750 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -437544 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -437650.750000 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -437650.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437748.875000 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -437748.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -437851.062500 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -437851.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -437964.750000 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -437964.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -438087.875000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -438087.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -438240.656250 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -438240.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -438449.468750 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -438449.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -438726.406250 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -438726.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -439052.843750 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -439052.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -439489.937500 Penalty: 4105.596680
	Iteration 12F: 3 clusters Score -439489.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -439919.531250 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -439919.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -440181.281250 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -440181.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -440252.156250 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -440252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -440276.593750 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -440276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -440282.500000 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -440282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -440283.875000 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -440283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -440284.906250 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -440284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -440285.937500 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -440285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -440286.812500 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -440286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -440287.531250 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -440287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -440287.531250 Penalty: 4105.596680
	Iteration 23F: 3 clusters Score -440287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Entering Unmasked Estep 
Score: -1681029.875000 Penalty: 2378.813721
	Iteration 0F: 2 clusters Score -1681030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1670380.250000 Penalty: 4757.627441
	Iteration 0F: 3 clusters Score -1670380 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1673613.500000 Penalty: 4757.627441
	Iteration 1F: 3 clusters Score -1673614 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1673957.125000 Penalty: 4757.627441
	Iteration 2F: 3 clusters Score -1673957 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1674256.000000 Penalty: 4757.627441
	Iteration 3Q: 3 clusters Score -1674256 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1674536.875000 Penalty: 4757.627441
	Iteration 4Q: 3 clusters Score -1674537 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1674752.000000 Penalty: 4757.627441
	Iteration 5Q: 3 clusters Score -1674752 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1674958.125000 Penalty: 4757.627441
	Iteration 6Q: 3 clusters Score -1674958 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1675177.125000 Penalty: 4757.627441
	Iteration 7Q: 3 clusters Score -1675177 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1675426.625000 Penalty: 4757.627441
	Iteration 8Q: 3 clusters Score -1675427 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1675724.125000 Penalty: 4757.627441
	Iteration 9Q: 3 clusters Score -1675724 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1676030.250000 Penalty: 4757.627441
	Iteration 10Q: 3 clusters Score -1676030 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1676318.500000 Penalty: 4757.627441
	Iteration 11Q: 3 clusters Score -1676318 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1676611.125000 Penalty: 4757.627441
	Iteration 12Q: 3 clusters Score -1676611 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1676860.500000 Penalty: 4757.627441
	Iteration 13Q: 3 clusters Score -1676860 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1677087.875000 Penalty: 4757.627441
	Iteration 14Q: 3 clusters Score -1677088 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1677263.625000 Penalty: 4757.627441
	Iteration 15Q: 3 clusters Score -1677264 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1677421.375000 Penalty: 4757.627441
	Iteration 16Q: 3 clusters Score -1677421 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1677563.375000 Penalty: 4757.627441
	Iteration 17Q: 3 clusters Score -1677563 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1677672.375000 Penalty: 4757.627441
	Iteration 18Q: 3 clusters Score -1677672 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1677738.625000 Penalty: 4757.627441
	Iteration 19Q: 3 clusters Score -1677739 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1677821.125000 Penalty: 4757.627441
	Iteration 20F: 3 clusters Score -1677821 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1677889.875000 Penalty: 4757.627441
	Iteration 21Q: 3 clusters Score -1677890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1677964.000000 Penalty: 4757.627441
	Iteration 22Q: 3 clusters Score -1677964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1678019.250000 Penalty: 4757.627441
	Iteration 23Q: 3 clusters Score -1678019 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1678082.375000 Penalty: 4757.627441
	Iteration 24Q: 3 clusters Score -1678082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1678149.000000 Penalty: 4757.627441
	Iteration 25Q: 3 clusters Score -1678149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1678218.250000 Penalty: 4757.627441
	Iteration 26Q: 3 clusters Score -1678218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1678296.250000 Penalty: 4757.627441
	Iteration 27Q: 3 clusters Score -1678296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1678367.875000 Penalty: 4757.627441
	Iteration 28Q: 3 clusters Score -1678368 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1678419.000000 Penalty: 4757.627441
	Iteration 29Q: 3 clusters Score -1678419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1678469.500000 Penalty: 4757.627441
	Iteration 30Q: 3 clusters Score -1678470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1678524.375000 Penalty: 4757.627441
	Iteration 31Q: 3 clusters Score -1678524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1678575.125000 Penalty: 4757.627441
	Iteration 32Q: 3 clusters Score -1678575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1678617.375000 Penalty: 4757.627441
	Iteration 33Q: 3 clusters Score -1678617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1678650.875000 Penalty: 4757.627441
	Iteration 34Q: 3 clusters Score -1678651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1678686.250000 Penalty: 4757.627441
	Iteration 35Q: 3 clusters Score -1678686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1678714.000000 Penalty: 4757.627441
	Iteration 36Q: 3 clusters Score -1678714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1678732.500000 Penalty: 4757.627441
	Iteration 37Q: 3 clusters Score -1678732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1678751.375000 Penalty: 4757.627441
	Iteration 38Q: 3 clusters Score -1678751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1678773.375000 Penalty: 4757.627441
	Iteration 39Q: 3 clusters Score -1678773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1678797.500000 Penalty: 4757.627441
	Iteration 40F: 3 clusters Score -1678798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1678821.625000 Penalty: 4757.627441
	Iteration 41Q: 3 clusters Score -1678822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1678834.750000 Penalty: 4757.627441
	Iteration 42Q: 3 clusters Score -1678835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1678849.000000 Penalty: 4757.627441
	Iteration 43Q: 3 clusters Score -1678849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1678866.875000 Penalty: 4757.627441
	Iteration 44Q: 3 clusters Score -1678867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1678876.500000 Penalty: 4757.627441
	Iteration 45Q: 3 clusters Score -1678876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1678886.875000 Penalty: 4757.627441
	Iteration 46Q: 3 clusters Score -1678887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1678894.000000 Penalty: 4757.627441
	Iteration 47Q: 3 clusters Score -1678894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1678898.125000 Penalty: 4757.627441
	Iteration 48Q: 3 clusters Score -1678898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1678905.875000 Penalty: 4757.627441
	Iteration 49Q: 3 clusters Score -1678906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1678910.375000 Penalty: 4757.627441
	Iteration 50Q: 3 clusters Score -1678910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1678913.000000 Penalty: 4757.627441
	Iteration 51Q: 3 clusters Score -1678913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1678916.500000 Penalty: 4757.627441
	Iteration 52Q: 3 clusters Score -1678916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1678920.750000 Penalty: 4757.627441
	Iteration 53Q: 3 clusters Score -1678921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1678922.250000 Penalty: 4757.627441
	Iteration 54Q: 3 clusters Score -1678922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1678928.000000 Penalty: 4757.627441
	Iteration 55Q: 3 clusters Score -1678928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1678928.875000 Penalty: 4757.627441
	Iteration 56Q: 3 clusters Score -1678929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1678934.250000 Penalty: 4757.627441
	Iteration 57Q: 3 clusters Score -1678934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1678938.500000 Penalty: 4757.627441
	Iteration 58Q: 3 clusters Score -1678938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1678943.375000 Penalty: 4757.627441
	Iteration 59Q: 3 clusters Score -1678943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1678945.000000 Penalty: 4757.627441
	Iteration 60F: 3 clusters Score -1678945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1678950.375000 Penalty: 4757.627441
	Iteration 61Q: 3 clusters Score -1678950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1678952.625000 Penalty: 4757.627441
	Iteration 62Q: 3 clusters Score -1678953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1678955.000000 Penalty: 4757.627441
	Iteration 63Q: 3 clusters Score -1678955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1678960.875000 Penalty: 4757.627441
	Iteration 64Q: 3 clusters Score -1678961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1678966.625000 Penalty: 4757.627441
	Iteration 65Q: 3 clusters Score -1678967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1678971.375000 Penalty: 4757.627441
	Iteration 66Q: 3 clusters Score -1678971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1678977.375000 Penalty: 4757.627441
	Iteration 67Q: 3 clusters Score -1678977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1678980.000000 Penalty: 4757.627441
	Iteration 68Q: 3 clusters Score -1678980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1678981.000000 Penalty: 4757.627441
	Iteration 69Q: 3 clusters Score -1678981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1678981.250000 Penalty: 4757.627441
	Iteration 70Q: 3 clusters Score -1678981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1678981.250000 Penalty: 4757.627441
	Iteration 71F: 3 clusters Score -1678981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Entering Unmasked Estep 
Score: -4143257.000000 Penalty: 2628.046143
	Iteration 0F: 2 clusters Score -4143257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4116146.000000 Penalty: 5256.092285
	Iteration 0F: 3 clusters Score -4116146 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4126596.500000 Penalty: 5256.092285
	Iteration 1F: 3 clusters Score -4126596 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4127695.750000 Penalty: 5256.092285
	Iteration 2F: 3 clusters Score -4127696 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4128880.500000 Penalty: 5256.092285
	Iteration 3F: 3 clusters Score -4128880 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4130163.250000 Penalty: 5256.092285
	Iteration 4F: 3 clusters Score -4130163 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4131609.000000 Penalty: 5256.092285
	Iteration 5F: 3 clusters Score -4131609 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4133160.750000 Penalty: 5256.092285
	Iteration 6F: 3 clusters Score -4133161 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4134759.750000 Penalty: 5256.092285
	Iteration 7F: 3 clusters Score -4134760 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4136251.750000 Penalty: 5256.092285
	Iteration 8F: 3 clusters Score -4136252 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4137579.750000 Penalty: 5256.092285
	Iteration 9Q: 3 clusters Score -4137580 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4138623.250000 Penalty: 5256.092285
	Iteration 10Q: 3 clusters Score -4138623 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4139475.000000 Penalty: 5256.092285
	Iteration 11Q: 3 clusters Score -4139475 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4140202.000000 Penalty: 5256.092285
	Iteration 12Q: 3 clusters Score -4140202 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4140883.000000 Penalty: 5256.092285
	Iteration 13Q: 3 clusters Score -4140883 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4141421.500000 Penalty: 5256.092285
	Iteration 14Q: 3 clusters Score -4141422 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4141800.750000 Penalty: 5256.092285
	Iteration 15Q: 3 clusters Score -4141801 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4142028.000000 Penalty: 5256.092285
	Iteration 16Q: 3 clusters Score -4142028 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4142146.000000 Penalty: 5256.092285
	Iteration 17Q: 3 clusters Score -4142146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4142232.000000 Penalty: 5256.092285
	Iteration 18Q: 3 clusters Score -4142232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4142247.500000 Penalty: 5256.092285
	Iteration 19Q: 3 clusters Score -4142248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4142261.000000 Penalty: 5256.092285
	Iteration 20F: 3 clusters Score -4142261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4142280.000000 Penalty: 5256.092285
	Iteration 21Q: 3 clusters Score -4142280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4142294.250000 Penalty: 5256.092285
	Iteration 22Q: 3 clusters Score -4142294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -4142300.250000 Penalty: 5256.092285
	Iteration 23Q: 3 clusters Score -4142300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4142302.750000 Penalty: 5256.092285
	Iteration 24Q: 3 clusters Score -4142303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4142312.250000 Penalty: 5256.092285
	Iteration 25Q: 3 clusters Score -4142312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4142314.000000 Penalty: 5256.092285
	Iteration 26Q: 3 clusters Score -4142314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4142308.750000 Penalty: 5256.092285
	Iteration 27Q: 3 clusters Score -4142309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4142314.500000 Penalty: 5256.092285
	Iteration 28Q: 3 clusters Score -4142314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -4142307.500000 Penalty: 5256.092285
	Iteration 29Q: 3 clusters Score -4142308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4142316.000000 Penalty: 5256.092285
	Iteration 30Q: 3 clusters Score -4142316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4142315.500000 Penalty: 5256.092285
	Iteration 31Q: 3 clusters Score -4142316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4142313.000000 Penalty: 5256.092285
	Iteration 32Q: 3 clusters Score -4142313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4142315.750000 Penalty: 5256.092285
	Iteration 33Q: 3 clusters Score -4142316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4142311.750000 Penalty: 5256.092285
	Iteration 34Q: 3 clusters Score -4142312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4142310.000000 Penalty: 5256.092285
	Iteration 35Q: 3 clusters Score -4142310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4142308.750000 Penalty: 5256.092285
	Iteration 36Q: 3 clusters Score -4142309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4142311.250000 Penalty: 5256.092285
	Iteration 37Q: 3 clusters Score -4142311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4142310.500000 Penalty: 5256.092285
	Iteration 38Q: 3 clusters Score -4142310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4142310.500000 Penalty: 5256.092285
	Iteration 39F: 3 clusters Score -4142310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Entering Unmasked Estep 
Score: -12406810.000000 Penalty: 2878.072510
	Iteration 0F: 2 clusters Score -1.240681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -12333532.000000 Penalty: 5756.145020
	Iteration 0F: 3 clusters Score -1.233353e+07 nChanged 52122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -12363251.000000 Penalty: 5756.145020
	Iteration 1F: 3 clusters Score -1.236325e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -12364062.000000 Penalty: 5756.145020
	Iteration 2Q: 3 clusters Score -1.236406e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -12364931.000000 Penalty: 5756.145020
	Iteration 3Q: 3 clusters Score -1.236493e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -12365934.000000 Penalty: 5756.145020
	Iteration 4Q: 3 clusters Score -1.236593e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -12367159.000000 Penalty: 5756.145020
	Iteration 5Q: 3 clusters Score -1.236716e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -12369029.000000 Penalty: 5756.145020
	Iteration 6Q: 3 clusters Score -1.236903e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -12371726.000000 Penalty: 5756.145020
	Iteration 7Q: 3 clusters Score -1.237173e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -12375096.000000 Penalty: 5756.145020
	Iteration 8F: 3 clusters Score -1.23751e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -12378962.000000 Penalty: 5756.145020
	Iteration 9F: 3 clusters Score -1.237896e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -12382258.000000 Penalty: 5756.145020
	Iteration 10F: 3 clusters Score -1.238226e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -12383882.000000 Penalty: 5756.145020
	Iteration 11Q: 3 clusters Score -1.238388e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -12384397.000000 Penalty: 5756.145020
	Iteration 12Q: 3 clusters Score -1.23844e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -12384639.000000 Penalty: 5756.145020
	Iteration 13Q: 3 clusters Score -1.238464e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -12384676.000000 Penalty: 5756.145020
	Iteration 14Q: 3 clusters Score -1.238468e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -12384781.000000 Penalty: 5756.145020
	Iteration 15Q: 3 clusters Score -1.238478e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -12384809.000000 Penalty: 5756.145020
	Iteration 16Q: 3 clusters Score -1.238481e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -12384828.000000 Penalty: 5756.145020
	Iteration 17Q: 3 clusters Score -1.238483e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -12384833.000000 Penalty: 5756.145020
	Iteration 18Q: 3 clusters Score -1.238483e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -12384878.000000 Penalty: 5756.145020
	Iteration 19Q: 3 clusters Score -1.238488e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -12384928.000000 Penalty: 5756.145020
	Iteration 20F: 3 clusters Score -1.238493e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -12384936.000000 Penalty: 5756.145020
	Iteration 21Q: 3 clusters Score -1.238494e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -12385036.000000 Penalty: 5756.145020
	Iteration 22Q: 3 clusters Score -1.238504e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -12385046.000000 Penalty: 5756.145020
	Iteration 23Q: 3 clusters Score -1.238505e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -12385053.000000 Penalty: 5756.145020
	Iteration 24Q: 3 clusters Score -1.238505e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -12385064.000000 Penalty: 5756.145020
	Iteration 25Q: 3 clusters Score -1.238506e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -12385121.000000 Penalty: 5756.145020
	Iteration 26Q: 3 clusters Score -1.238512e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -12385192.000000 Penalty: 5756.145020
	Iteration 27Q: 3 clusters Score -1.238519e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -12385253.000000 Penalty: 5756.145020
	Iteration 28Q: 3 clusters Score -1.238525e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -12385296.000000 Penalty: 5756.145020
	Iteration 29Q: 3 clusters Score -1.23853e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -12385343.000000 Penalty: 5756.145020
	Iteration 30Q: 3 clusters Score -1.238534e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -12385348.000000 Penalty: 5756.145020
	Iteration 31Q: 3 clusters Score -1.238535e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -12385381.000000 Penalty: 5756.145020
	Iteration 32Q: 3 clusters Score -1.238538e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -12385455.000000 Penalty: 5756.145020
	Iteration 33Q: 3 clusters Score -1.238546e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -12385573.000000 Penalty: 5756.145020
	Iteration 34Q: 3 clusters Score -1.238557e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -12385710.000000 Penalty: 5756.145020
	Iteration 35Q: 3 clusters Score -1.238571e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -12385865.000000 Penalty: 5756.145020
	Iteration 36Q: 3 clusters Score -1.238586e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -12385969.000000 Penalty: 5756.145020
	Iteration 37Q: 3 clusters Score -1.238597e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -12386067.000000 Penalty: 5756.145020
	Iteration 38Q: 3 clusters Score -1.238607e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -12386225.000000 Penalty: 5756.145020
	Iteration 39Q: 3 clusters Score -1.238622e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -12386318.000000 Penalty: 5756.145020
	Iteration 40F: 3 clusters Score -1.238632e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -12386558.000000 Penalty: 5756.145020
	Iteration 41Q: 3 clusters Score -1.238656e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -12386799.000000 Penalty: 5756.145020
	Iteration 42Q: 3 clusters Score -1.23868e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -12387077.000000 Penalty: 5756.145020
	Iteration 43Q: 3 clusters Score -1.238708e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -12387408.000000 Penalty: 5756.145020
	Iteration 44Q: 3 clusters Score -1.238741e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -12387914.000000 Penalty: 5756.145020
	Iteration 45Q: 3 clusters Score -1.238791e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -12388347.000000 Penalty: 5756.145020
	Iteration 46Q: 3 clusters Score -1.238835e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -12388855.000000 Penalty: 5756.145020
	Iteration 47Q: 3 clusters Score -1.238886e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -12389388.000000 Penalty: 5756.145020
	Iteration 48Q: 3 clusters Score -1.238939e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -12390037.000000 Penalty: 5756.145020
	Iteration 49Q: 3 clusters Score -1.239004e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -12390933.000000 Penalty: 5756.145020
	Iteration 50Q: 3 clusters Score -1.239093e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -12391884.000000 Penalty: 5756.145020
	Iteration 51Q: 3 clusters Score -1.239188e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -12392865.000000 Penalty: 5756.145020
	Iteration 52Q: 3 clusters Score -1.239286e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -12394000.000000 Penalty: 5756.145020
	Iteration 53Q: 3 clusters Score -1.2394e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12395238.000000 Penalty: 5756.145020
	Iteration 54Q: 3 clusters Score -1.239524e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -12396490.000000 Penalty: 5756.145020
	Iteration 55Q: 3 clusters Score -1.239649e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -12397672.000000 Penalty: 5756.145020
	Iteration 56Q: 3 clusters Score -1.239767e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -12398807.000000 Penalty: 5756.145020
	Iteration 57Q: 3 clusters Score -1.239881e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -12399658.000000 Penalty: 5756.145020
	Iteration 58Q: 3 clusters Score -1.239966e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -12400411.000000 Penalty: 5756.145020
	Iteration 59Q: 3 clusters Score -1.240041e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -12401056.000000 Penalty: 5756.145020
	Iteration 60F: 3 clusters Score -1.240106e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -12401592.000000 Penalty: 5756.145020
	Iteration 61Q: 3 clusters Score -1.240159e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -12402036.000000 Penalty: 5756.145020
	Iteration 62Q: 3 clusters Score -1.240204e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -12402359.000000 Penalty: 5756.145020
	Iteration 63Q: 3 clusters Score -1.240236e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -12402614.000000 Penalty: 5756.145020
	Iteration 64Q: 3 clusters Score -1.240261e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -12402824.000000 Penalty: 5756.145020
	Iteration 65Q: 3 clusters Score -1.240282e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -12402984.000000 Penalty: 5756.145020
	Iteration 66Q: 3 clusters Score -1.240298e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -12403165.000000 Penalty: 5756.145020
	Iteration 67Q: 3 clusters Score -1.240316e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -12403251.000000 Penalty: 5756.145020
	Iteration 68Q: 3 clusters Score -1.240325e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -12403364.000000 Penalty: 5756.145020
	Iteration 69Q: 3 clusters Score -1.240336e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -12403448.000000 Penalty: 5756.145020
	Iteration 70Q: 3 clusters Score -1.240345e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -12403535.000000 Penalty: 5756.145020
	Iteration 71Q: 3 clusters Score -1.240354e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -12403609.000000 Penalty: 5756.145020
	Iteration 72Q: 3 clusters Score -1.240361e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -12403674.000000 Penalty: 5756.145020
	Iteration 73Q: 3 clusters Score -1.240367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -12403736.000000 Penalty: 5756.145020
	Iteration 74Q: 3 clusters Score -1.240374e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -12403808.000000 Penalty: 5756.145020
	Iteration 75Q: 3 clusters Score -1.240381e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -12403851.000000 Penalty: 5756.145020
	Iteration 76Q: 3 clusters Score -1.240385e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -12403905.000000 Penalty: 5756.145020
	Iteration 77Q: 3 clusters Score -1.24039e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -12403944.000000 Penalty: 5756.145020
	Iteration 78Q: 3 clusters Score -1.240394e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -12403988.000000 Penalty: 5756.145020
	Iteration 79Q: 3 clusters Score -1.240399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -12404021.000000 Penalty: 5756.145020
	Iteration 80F: 3 clusters Score -1.240402e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -12404044.000000 Penalty: 5756.145020
	Iteration 81Q: 3 clusters Score -1.240404e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -12404044.000000 Penalty: 5756.145020
	Iteration 82Q: 3 clusters Score -1.240404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -12404068.000000 Penalty: 5756.145020
	Iteration 83Q: 3 clusters Score -1.240407e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -12404083.000000 Penalty: 5756.145020
	Iteration 84Q: 3 clusters Score -1.240408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -12404109.000000 Penalty: 5756.145020
	Iteration 85Q: 3 clusters Score -1.240411e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -12404130.000000 Penalty: 5756.145020
	Iteration 86Q: 3 clusters Score -1.240413e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -12404141.000000 Penalty: 5756.145020
	Iteration 87Q: 3 clusters Score -1.240414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -12404170.000000 Penalty: 5756.145020
	Iteration 88Q: 3 clusters Score -1.240417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -12404164.000000 Penalty: 5756.145020
	Iteration 89Q: 3 clusters Score -1.240416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -12404170.000000 Penalty: 5756.145020
	Iteration 90Q: 3 clusters Score -1.240417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -12404185.000000 Penalty: 5756.145020
	Iteration 91Q: 3 clusters Score -1.240418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -12404192.000000 Penalty: 5756.145020
	Iteration 92Q: 3 clusters Score -1.240419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -12404216.000000 Penalty: 5756.145020
	Iteration 93Q: 3 clusters Score -1.240422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -12404234.000000 Penalty: 5756.145020
	Iteration 94Q: 3 clusters Score -1.240423e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -12404256.000000 Penalty: 5756.145020
	Iteration 95Q: 3 clusters Score -1.240426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -12404269.000000 Penalty: 5756.145020
	Iteration 96Q: 3 clusters Score -1.240427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -12404280.000000 Penalty: 5756.145020
	Iteration 97Q: 3 clusters Score -1.240428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -12404310.000000 Penalty: 5756.145020
	Iteration 98Q: 3 clusters Score -1.240431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -12404316.000000 Penalty: 5756.145020
	Iteration 99Q: 3 clusters Score -1.240432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -12404317.000000 Penalty: 5756.145020
	Iteration 100F: 3 clusters Score -1.240432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 108608 members 
Entering Unmasked Estep 
Score: -12404324.000000 Penalty: 5756.145020
	Iteration 101Q: 3 clusters Score -1.240432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -12404342.000000 Penalty: 5756.145020
	Iteration 102Q: 3 clusters Score -1.240434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -12404339.000000 Penalty: 5756.145020
	Iteration 103Q: 3 clusters Score -1.240434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -12404338.000000 Penalty: 5756.145020
	Iteration 104Q: 3 clusters Score -1.240434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -12404338.000000 Penalty: 5756.145020
	Iteration 105Q: 3 clusters Score -1.240434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -12404336.000000 Penalty: 5756.145020
	Iteration 106Q: 3 clusters Score -1.240434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -12404336.000000 Penalty: 5756.145020
	Iteration 107Q: 3 clusters Score -1.240434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -12404342.000000 Penalty: 5756.145020
	Iteration 108Q: 3 clusters Score -1.240434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -12404343.000000 Penalty: 5756.145020
	Iteration 109Q: 3 clusters Score -1.240434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -12404344.000000 Penalty: 5756.145020
	Iteration 110Q: 3 clusters Score -1.240434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -12404353.000000 Penalty: 5756.145020
	Iteration 111Q: 3 clusters Score -1.240435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 108676 members 
Entering Unmasked Estep 
Score: -12404353.000000 Penalty: 5756.145020
	Iteration 112Q: 3 clusters Score -1.240435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -12404351.000000 Penalty: 5756.145020
	Iteration 113Q: 3 clusters Score -1.240435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -12404351.000000 Penalty: 5756.145020
	Iteration 114F: 3 clusters Score -1.240435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Entering Unmasked Estep 
Score: -2269125.000000 Penalty: 2465.350098
	Iteration 0F: 2 clusters Score -2269125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2254694.500000 Penalty: 4930.700195
	Iteration 0F: 3 clusters Score -2254694 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2259868.000000 Penalty: 4930.700195
	Iteration 1F: 3 clusters Score -2259868 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2260763.750000 Penalty: 4930.700195
	Iteration 2F: 3 clusters Score -2260764 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2261876.750000 Penalty: 4930.700195
	Iteration 3F: 3 clusters Score -2261877 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2263128.000000 Penalty: 4930.700195
	Iteration 4F: 3 clusters Score -2263128 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2264420.750000 Penalty: 4930.700195
	Iteration 5F: 3 clusters Score -2264421 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2265441.000000 Penalty: 4930.700195
	Iteration 6F: 3 clusters Score -2265441 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2266296.000000 Penalty: 4930.700195
	Iteration 7Q: 3 clusters Score -2266296 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2266983.250000 Penalty: 4930.700195
	Iteration 8Q: 3 clusters Score -2266983 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2267455.500000 Penalty: 4930.700195
	Iteration 9Q: 3 clusters Score -2267456 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2267799.750000 Penalty: 4930.700195
	Iteration 10Q: 3 clusters Score -2267800 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2268095.500000 Penalty: 4930.700195
	Iteration 11Q: 3 clusters Score -2268096 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2268380.000000 Penalty: 4930.700195
	Iteration 12Q: 3 clusters Score -2268380 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2268652.250000 Penalty: 4930.700195
	Iteration 13Q: 3 clusters Score -2268652 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2268827.250000 Penalty: 4930.700195
	Iteration 14Q: 3 clusters Score -2268827 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2268919.000000 Penalty: 4930.700195
	Iteration 15Q: 3 clusters Score -2268919 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2268951.750000 Penalty: 4930.700195
	Iteration 16Q: 3 clusters Score -2268952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2268981.250000 Penalty: 4930.700195
	Iteration 17Q: 3 clusters Score -2268981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2269006.750000 Penalty: 4930.700195
	Iteration 18Q: 3 clusters Score -2269007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2269018.500000 Penalty: 4930.700195
	Iteration 19Q: 3 clusters Score -2269018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2269021.000000 Penalty: 4930.700195
	Iteration 20F: 3 clusters Score -2269021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2269031.500000 Penalty: 4930.700195
	Iteration 21Q: 3 clusters Score -2269032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2269031.750000 Penalty: 4930.700195
	Iteration 22Q: 3 clusters Score -2269032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2269036.500000 Penalty: 4930.700195
	Iteration 23Q: 3 clusters Score -2269036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2269029.000000 Penalty: 4930.700195
	Iteration 24Q: 3 clusters Score -2269029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2269032.500000 Penalty: 4930.700195
	Iteration 25Q: 3 clusters Score -2269032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2269030.000000 Penalty: 4930.700195
	Iteration 26Q: 3 clusters Score -2269030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2269032.000000 Penalty: 4930.700195
	Iteration 27Q: 3 clusters Score -2269032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2269033.750000 Penalty: 4930.700195
	Iteration 28Q: 3 clusters Score -2269034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2269033.750000 Penalty: 4930.700195
	Iteration 29F: 3 clusters Score -2269034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Entering Unmasked Estep 
Score: -4527712.000000 Penalty: 2631.853271
	Iteration 0F: 2 clusters Score -4527712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4500111.000000 Penalty: 5263.706543
	Iteration 0F: 3 clusters Score -4500111 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4510437.500000 Penalty: 5263.706543
	Iteration 1F: 3 clusters Score -4510438 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4511015.000000 Penalty: 5263.706543
	Iteration 2Q: 3 clusters Score -4511015 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4511503.000000 Penalty: 5263.706543
	Iteration 3Q: 3 clusters Score -4511503 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4512030.500000 Penalty: 5263.706543
	Iteration 4Q: 3 clusters Score -4512030 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -4512641.000000 Penalty: 5263.706543
	Iteration 5Q: 3 clusters Score -4512641 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -4513445.500000 Penalty: 5263.706543
	Iteration 6Q: 3 clusters Score -4513446 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -4514360.000000 Penalty: 5263.706543
	Iteration 7Q: 3 clusters Score -4514360 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4515399.500000 Penalty: 5263.706543
	Iteration 8Q: 3 clusters Score -4515400 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4516484.500000 Penalty: 5263.706543
	Iteration 9Q: 3 clusters Score -4516484 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -4517736.500000 Penalty: 5263.706543
	Iteration 10Q: 3 clusters Score -4517736 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -4518968.500000 Penalty: 5263.706543
	Iteration 11Q: 3 clusters Score -4518968 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4520068.000000 Penalty: 5263.706543
	Iteration 12Q: 3 clusters Score -4520068 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4520952.500000 Penalty: 5263.706543
	Iteration 13Q: 3 clusters Score -4520952 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4521500.000000 Penalty: 5263.706543
	Iteration 14Q: 3 clusters Score -4521500 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4521857.500000 Penalty: 5263.706543
	Iteration 15Q: 3 clusters Score -4521858 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4522143.000000 Penalty: 5263.706543
	Iteration 16Q: 3 clusters Score -4522143 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4522408.500000 Penalty: 5263.706543
	Iteration 17Q: 3 clusters Score -4522408 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4522654.000000 Penalty: 5263.706543
	Iteration 18Q: 3 clusters Score -4522654 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4522851.500000 Penalty: 5263.706543
	Iteration 19Q: 3 clusters Score -4522852 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4523124.000000 Penalty: 5263.706543
	Iteration 20F: 3 clusters Score -4523124 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4523382.000000 Penalty: 5263.706543
	Iteration 21Q: 3 clusters Score -4523382 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4523639.000000 Penalty: 5263.706543
	Iteration 22Q: 3 clusters Score -4523639 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4523886.500000 Penalty: 5263.706543
	Iteration 23Q: 3 clusters Score -4523886 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4524091.500000 Penalty: 5263.706543
	Iteration 24Q: 3 clusters Score -4524092 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4524290.000000 Penalty: 5263.706543
	Iteration 25Q: 3 clusters Score -4524290 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4524483.500000 Penalty: 5263.706543
	Iteration 26Q: 3 clusters Score -4524484 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4524641.500000 Penalty: 5263.706543
	Iteration 27Q: 3 clusters Score -4524642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4524803.000000 Penalty: 5263.706543
	Iteration 28Q: 3 clusters Score -4524803 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4524918.500000 Penalty: 5263.706543
	Iteration 29Q: 3 clusters Score -4524918 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4525003.500000 Penalty: 5263.706543
	Iteration 30Q: 3 clusters Score -4525004 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -4525096.000000 Penalty: 5263.706543
	Iteration 31Q: 3 clusters Score -4525096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -4525160.000000 Penalty: 5263.706543
	Iteration 32Q: 3 clusters Score -4525160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4525240.000000 Penalty: 5263.706543
	Iteration 33Q: 3 clusters Score -4525240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4525306.000000 Penalty: 5263.706543
	Iteration 34Q: 3 clusters Score -4525306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4525365.000000 Penalty: 5263.706543
	Iteration 35Q: 3 clusters Score -4525365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4525398.000000 Penalty: 5263.706543
	Iteration 36Q: 3 clusters Score -4525398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4525441.000000 Penalty: 5263.706543
	Iteration 37Q: 3 clusters Score -4525441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4525458.000000 Penalty: 5263.706543
	Iteration 38Q: 3 clusters Score -4525458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4525477.000000 Penalty: 5263.706543
	Iteration 39Q: 3 clusters Score -4525477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -4525492.500000 Penalty: 5263.706543
	Iteration 40F: 3 clusters Score -4525492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -4525512.500000 Penalty: 5263.706543
	Iteration 41Q: 3 clusters Score -4525512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4525521.500000 Penalty: 5263.706543
	Iteration 42Q: 3 clusters Score -4525522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -4525537.000000 Penalty: 5263.706543
	Iteration 43Q: 3 clusters Score -4525537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4525553.000000 Penalty: 5263.706543
	Iteration 44Q: 3 clusters Score -4525553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4525565.500000 Penalty: 5263.706543
	Iteration 45Q: 3 clusters Score -4525566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4525574.500000 Penalty: 5263.706543
	Iteration 46Q: 3 clusters Score -4525574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -4525577.500000 Penalty: 5263.706543
	Iteration 47Q: 3 clusters Score -4525578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -4525587.000000 Penalty: 5263.706543
	Iteration 48Q: 3 clusters Score -4525587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4525593.000000 Penalty: 5263.706543
	Iteration 49Q: 3 clusters Score -4525593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4525609.500000 Penalty: 5263.706543
	Iteration 50Q: 3 clusters Score -4525610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4525619.500000 Penalty: 5263.706543
	Iteration 51Q: 3 clusters Score -4525620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -4525632.500000 Penalty: 5263.706543
	Iteration 52Q: 3 clusters Score -4525632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4525640.000000 Penalty: 5263.706543
	Iteration 53Q: 3 clusters Score -4525640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -4525643.000000 Penalty: 5263.706543
	Iteration 54Q: 3 clusters Score -4525643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4525652.000000 Penalty: 5263.706543
	Iteration 55Q: 3 clusters Score -4525652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4525656.500000 Penalty: 5263.706543
	Iteration 56Q: 3 clusters Score -4525656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4525655.500000 Penalty: 5263.706543
	Iteration 57Q: 3 clusters Score -4525656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4525652.000000 Penalty: 5263.706543
	Iteration 58Q: 3 clusters Score -4525652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -4525656.500000 Penalty: 5263.706543
	Iteration 59Q: 3 clusters Score -4525656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -4525655.000000 Penalty: 5263.706543
	Iteration 60F: 3 clusters Score -4525655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4525658.500000 Penalty: 5263.706543
	Iteration 61Q: 3 clusters Score -4525658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -4525663.000000 Penalty: 5263.706543
	Iteration 62Q: 3 clusters Score -4525663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4525661.500000 Penalty: 5263.706543
	Iteration 63Q: 3 clusters Score -4525662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4525661.500000 Penalty: 5263.706543
	Iteration 64F: 3 clusters Score -4525662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Entering Unmasked Estep 
Score: -1056732.875000 Penalty: 2272.017334
	Iteration 0F: 2 clusters Score -1056733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1049436.875000 Penalty: 4544.034668
	Iteration 0F: 3 clusters Score -1049437 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1051439.750000 Penalty: 4544.034668
	Iteration 1F: 3 clusters Score -1051440 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1051692.875000 Penalty: 4544.034668
	Iteration 2F: 3 clusters Score -1051693 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1051877.625000 Penalty: 4544.034668
	Iteration 3Q: 3 clusters Score -1051878 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1052032.500000 Penalty: 4544.034668
	Iteration 4Q: 3 clusters Score -1052032 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1052153.000000 Penalty: 4544.034668
	Iteration 5Q: 3 clusters Score -1052153 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1052232.500000 Penalty: 4544.034668
	Iteration 6Q: 3 clusters Score -1052232 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1052306.375000 Penalty: 4544.034668
	Iteration 7Q: 3 clusters Score -1052306 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1052373.375000 Penalty: 4544.034668
	Iteration 8Q: 3 clusters Score -1052373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1052431.000000 Penalty: 4544.034668
	Iteration 9Q: 3 clusters Score -1052431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1052489.750000 Penalty: 4544.034668
	Iteration 10Q: 3 clusters Score -1052490 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1052561.000000 Penalty: 4544.034668
	Iteration 11Q: 3 clusters Score -1052561 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1052640.500000 Penalty: 4544.034668
	Iteration 12Q: 3 clusters Score -1052640 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1052728.125000 Penalty: 4544.034668
	Iteration 13Q: 3 clusters Score -1052728 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1052827.750000 Penalty: 4544.034668
	Iteration 14Q: 3 clusters Score -1052828 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1052931.625000 Penalty: 4544.034668
	Iteration 15Q: 3 clusters Score -1052932 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1053056.875000 Penalty: 4544.034668
	Iteration 16Q: 3 clusters Score -1053057 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1053213.125000 Penalty: 4544.034668
	Iteration 17Q: 3 clusters Score -1053213 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1053405.375000 Penalty: 4544.034668
	Iteration 18Q: 3 clusters Score -1053405 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1053625.000000 Penalty: 4544.034668
	Iteration 19Q: 3 clusters Score -1053625 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1053874.250000 Penalty: 4544.034668
	Iteration 20F: 3 clusters Score -1053874 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1054096.875000 Penalty: 4544.034668
	Iteration 21Q: 3 clusters Score -1054097 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1054272.125000 Penalty: 4544.034668
	Iteration 22Q: 3 clusters Score -1054272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1054393.750000 Penalty: 4544.034668
	Iteration 23Q: 3 clusters Score -1054394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1054492.750000 Penalty: 4544.034668
	Iteration 24Q: 3 clusters Score -1054493 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1054578.750000 Penalty: 4544.034668
	Iteration 25Q: 3 clusters Score -1054579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1054634.875000 Penalty: 4544.034668
	Iteration 26Q: 3 clusters Score -1054635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1054666.750000 Penalty: 4544.034668
	Iteration 27Q: 3 clusters Score -1054667 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1054701.625000 Penalty: 4544.034668
	Iteration 28Q: 3 clusters Score -1054702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1054733.000000 Penalty: 4544.034668
	Iteration 29Q: 3 clusters Score -1054733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1054755.625000 Penalty: 4544.034668
	Iteration 30Q: 3 clusters Score -1054756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1054774.625000 Penalty: 4544.034668
	Iteration 31Q: 3 clusters Score -1054775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1054789.000000 Penalty: 4544.034668
	Iteration 32Q: 3 clusters Score -1054789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1054802.375000 Penalty: 4544.034668
	Iteration 33Q: 3 clusters Score -1054802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1054815.875000 Penalty: 4544.034668
	Iteration 34Q: 3 clusters Score -1054816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1054831.000000 Penalty: 4544.034668
	Iteration 35Q: 3 clusters Score -1054831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1054840.000000 Penalty: 4544.034668
	Iteration 36Q: 3 clusters Score -1054840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1054849.125000 Penalty: 4544.034668
	Iteration 37Q: 3 clusters Score -1054849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1054861.625000 Penalty: 4544.034668
	Iteration 38Q: 3 clusters Score -1054862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1054871.375000 Penalty: 4544.034668
	Iteration 39Q: 3 clusters Score -1054871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1054884.125000 Penalty: 4544.034668
	Iteration 40F: 3 clusters Score -1054884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1054893.500000 Penalty: 4544.034668
	Iteration 41Q: 3 clusters Score -1054894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1054907.375000 Penalty: 4544.034668
	Iteration 42Q: 3 clusters Score -1054907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1054915.000000 Penalty: 4544.034668
	Iteration 43Q: 3 clusters Score -1054915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1054926.375000 Penalty: 4544.034668
	Iteration 44Q: 3 clusters Score -1054926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1054934.000000 Penalty: 4544.034668
	Iteration 45Q: 3 clusters Score -1054934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1054944.125000 Penalty: 4544.034668
	Iteration 46Q: 3 clusters Score -1054944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1054952.875000 Penalty: 4544.034668
	Iteration 47Q: 3 clusters Score -1054953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1054958.250000 Penalty: 4544.034668
	Iteration 48Q: 3 clusters Score -1054958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1054959.750000 Penalty: 4544.034668
	Iteration 49Q: 3 clusters Score -1054960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1054963.875000 Penalty: 4544.034668
	Iteration 50Q: 3 clusters Score -1054964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1054965.625000 Penalty: 4544.034668
	Iteration 51Q: 3 clusters Score -1054966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1054966.125000 Penalty: 4544.034668
	Iteration 52Q: 3 clusters Score -1054966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1054967.500000 Penalty: 4544.034668
	Iteration 53Q: 3 clusters Score -1054968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1054967.250000 Penalty: 4544.034668
	Iteration 54Q: 3 clusters Score -1054967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1054968.875000 Penalty: 4544.034668
	Iteration 55Q: 3 clusters Score -1054969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1054968.125000 Penalty: 4544.034668
	Iteration 56Q: 3 clusters Score -1054968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1054969.375000 Penalty: 4544.034668
	Iteration 57Q: 3 clusters Score -1054969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1054970.500000 Penalty: 4544.034668
	Iteration 58Q: 3 clusters Score -1054970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1054972.375000 Penalty: 4544.034668
	Iteration 59Q: 3 clusters Score -1054972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1054972.750000 Penalty: 4544.034668
	Iteration 60F: 3 clusters Score -1054973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1054977.375000 Penalty: 4544.034668
	Iteration 61Q: 3 clusters Score -1054977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1054976.375000 Penalty: 4544.034668
	Iteration 62Q: 3 clusters Score -1054976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1054978.125000 Penalty: 4544.034668
	Iteration 63Q: 3 clusters Score -1054978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1054983.875000 Penalty: 4544.034668
	Iteration 64Q: 3 clusters Score -1054984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1054986.125000 Penalty: 4544.034668
	Iteration 65Q: 3 clusters Score -1054986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1054991.125000 Penalty: 4544.034668
	Iteration 66Q: 3 clusters Score -1054991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1054993.250000 Penalty: 4544.034668
	Iteration 67Q: 3 clusters Score -1054993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1054993.125000 Penalty: 4544.034668
	Iteration 68Q: 3 clusters Score -1054993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1054995.375000 Penalty: 4544.034668
	Iteration 69Q: 3 clusters Score -1054995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1054996.375000 Penalty: 4544.034668
	Iteration 70Q: 3 clusters Score -1054996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1054998.750000 Penalty: 4544.034668
	Iteration 71Q: 3 clusters Score -1054999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1054999.250000 Penalty: 4544.034668
	Iteration 72Q: 3 clusters Score -1054999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1054998.875000 Penalty: 4544.034668
	Iteration 73Q: 3 clusters Score -1054999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1055000.750000 Penalty: 4544.034668
	Iteration 74Q: 3 clusters Score -1055001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1055002.375000 Penalty: 4544.034668
	Iteration 75Q: 3 clusters Score -1055002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1055002.625000 Penalty: 4544.034668
	Iteration 76Q: 3 clusters Score -1055003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1055003.000000 Penalty: 4544.034668
	Iteration 77Q: 3 clusters Score -1055003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1055002.875000 Penalty: 4544.034668
	Iteration 78Q: 3 clusters Score -1055003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1055002.875000 Penalty: 4544.034668
	Iteration 79F: 3 clusters Score -1055003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -127496.867188 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -127496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125435.796875 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -125435.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125750.132812 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -125750.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125842.351562 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -125842.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125868.523438 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -125868.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125881.734375 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -125881.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125895.101562 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -125895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125904.789062 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -125904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125916.859375 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -125916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125928.218750 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -125928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125936.882812 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -125936.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125945.679688 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -125945.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125952.781250 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -125952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125958.289062 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -125958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -125959.882812 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -125959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -125961.914062 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -125961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -125962.445312 Penalty: 3501.144043
	Iteration 15Q: 3 clusters Score -125962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125963.148438 Penalty: 3501.144043
	Iteration 16Q: 3 clusters Score -125963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125963.937500 Penalty: 3501.144043
	Iteration 17Q: 3 clusters Score -125963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125964.171875 Penalty: 3501.144043
	Iteration 18Q: 3 clusters Score -125964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125964.171875 Penalty: 3501.144043
	Iteration 19F: 3 clusters Score -125964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -537717.375000 Penalty: 2106.036133
	Iteration 0F: 2 clusters Score -537717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -533264.937500 Penalty: 4212.072266
	Iteration 0F: 3 clusters Score -533264.9 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -534285.687500 Penalty: 4212.072266
	Iteration 1F: 3 clusters Score -534285.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -534545.687500 Penalty: 4212.072266
	Iteration 2F: 3 clusters Score -534545.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -534750.375000 Penalty: 4212.072266
	Iteration 3F: 3 clusters Score -534750.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -534897.375000 Penalty: 4212.072266
	Iteration 4Q: 3 clusters Score -534897.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -535003.812500 Penalty: 4212.072266
	Iteration 5Q: 3 clusters Score -535003.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -535116.812500 Penalty: 4212.072266
	Iteration 6Q: 3 clusters Score -535116.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -535204.312500 Penalty: 4212.072266
	Iteration 7Q: 3 clusters Score -535204.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -535277.062500 Penalty: 4212.072266
	Iteration 8Q: 3 clusters Score -535277.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -535351.000000 Penalty: 4212.072266
	Iteration 9Q: 3 clusters Score -535351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -535419.562500 Penalty: 4212.072266
	Iteration 10Q: 3 clusters Score -535419.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -535469.500000 Penalty: 4212.072266
	Iteration 11Q: 3 clusters Score -535469.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -535512.562500 Penalty: 4212.072266
	Iteration 12Q: 3 clusters Score -535512.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -535554.625000 Penalty: 4212.072266
	Iteration 13Q: 3 clusters Score -535554.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -535599.125000 Penalty: 4212.072266
	Iteration 14Q: 3 clusters Score -535599.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -535637.687500 Penalty: 4212.072266
	Iteration 15Q: 3 clusters Score -535637.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -535661.562500 Penalty: 4212.072266
	Iteration 16Q: 3 clusters Score -535661.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -535684.250000 Penalty: 4212.072266
	Iteration 17Q: 3 clusters Score -535684.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -535702.500000 Penalty: 4212.072266
	Iteration 18Q: 3 clusters Score -535702.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -535725.375000 Penalty: 4212.072266
	Iteration 19Q: 3 clusters Score -535725.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -535743.562500 Penalty: 4212.072266
	Iteration 20F: 3 clusters Score -535743.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -535763.875000 Penalty: 4212.072266
	Iteration 21Q: 3 clusters Score -535763.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -535782.875000 Penalty: 4212.072266
	Iteration 22Q: 3 clusters Score -535782.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -535802.875000 Penalty: 4212.072266
	Iteration 23Q: 3 clusters Score -535802.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -535824.937500 Penalty: 4212.072266
	Iteration 24Q: 3 clusters Score -535824.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -535840.687500 Penalty: 4212.072266
	Iteration 25Q: 3 clusters Score -535840.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -535857.187500 Penalty: 4212.072266
	Iteration 26Q: 3 clusters Score -535857.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -535882.625000 Penalty: 4212.072266
	Iteration 27Q: 3 clusters Score -535882.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -535911.500000 Penalty: 4212.072266
	Iteration 28Q: 3 clusters Score -535911.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -535944.625000 Penalty: 4212.072266
	Iteration 29Q: 3 clusters Score -535944.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -535982.437500 Penalty: 4212.072266
	Iteration 30Q: 3 clusters Score -535982.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -536025.500000 Penalty: 4212.072266
	Iteration 31Q: 3 clusters Score -536025.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -536070.687500 Penalty: 4212.072266
	Iteration 32Q: 3 clusters Score -536070.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -536131.375000 Penalty: 4212.072266
	Iteration 33Q: 3 clusters Score -536131.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -536183.187500 Penalty: 4212.072266
	Iteration 34Q: 3 clusters Score -536183.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -536231.187500 Penalty: 4212.072266
	Iteration 35Q: 3 clusters Score -536231.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -536278.125000 Penalty: 4212.072266
	Iteration 36Q: 3 clusters Score -536278.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -536305.437500 Penalty: 4212.072266
	Iteration 37Q: 3 clusters Score -536305.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -536329.250000 Penalty: 4212.072266
	Iteration 38Q: 3 clusters Score -536329.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -536347.875000 Penalty: 4212.072266
	Iteration 39Q: 3 clusters Score -536347.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -536363.187500 Penalty: 4212.072266
	Iteration 40F: 3 clusters Score -536363.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -536375.125000 Penalty: 4212.072266
	Iteration 41Q: 3 clusters Score -536375.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -536388.937500 Penalty: 4212.072266
	Iteration 42Q: 3 clusters Score -536388.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -536397.000000 Penalty: 4212.072266
	Iteration 43Q: 3 clusters Score -536397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -536403.187500 Penalty: 4212.072266
	Iteration 44Q: 3 clusters Score -536403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -536408.125000 Penalty: 4212.072266
	Iteration 45Q: 3 clusters Score -536408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -536411.375000 Penalty: 4212.072266
	Iteration 46Q: 3 clusters Score -536411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -536413.187500 Penalty: 4212.072266
	Iteration 47Q: 3 clusters Score -536413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -536417.500000 Penalty: 4212.072266
	Iteration 48Q: 3 clusters Score -536417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -536421.250000 Penalty: 4212.072266
	Iteration 49Q: 3 clusters Score -536421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -536423.750000 Penalty: 4212.072266
	Iteration 50Q: 3 clusters Score -536423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -536426.437500 Penalty: 4212.072266
	Iteration 51Q: 3 clusters Score -536426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -536426.875000 Penalty: 4212.072266
	Iteration 52Q: 3 clusters Score -536426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -536427.312500 Penalty: 4212.072266
	Iteration 53Q: 3 clusters Score -536427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -536427.812500 Penalty: 4212.072266
	Iteration 54Q: 3 clusters Score -536427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -536430.437500 Penalty: 4212.072266
	Iteration 55Q: 3 clusters Score -536430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -536433.125000 Penalty: 4212.072266
	Iteration 56Q: 3 clusters Score -536433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -536435.562500 Penalty: 4212.072266
	Iteration 57Q: 3 clusters Score -536435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -536437.062500 Penalty: 4212.072266
	Iteration 58Q: 3 clusters Score -536437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -536437.750000 Penalty: 4212.072266
	Iteration 59Q: 3 clusters Score -536437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -536437.750000 Penalty: 4212.072266
	Iteration 60F: 3 clusters Score -536437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Entering Unmasked Estep 
Score: -1845905.875000 Penalty: 2407.075684
	Iteration 0F: 2 clusters Score -1845906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1834067.500000 Penalty: 4814.151367
	Iteration 0F: 3 clusters Score -1834068 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1838065.000000 Penalty: 4814.151367
	Iteration 1F: 3 clusters Score -1838065 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1838705.375000 Penalty: 4814.151367
	Iteration 2F: 3 clusters Score -1838705 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1839396.750000 Penalty: 4814.151367
	Iteration 3F: 3 clusters Score -1839397 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1840201.500000 Penalty: 4814.151367
	Iteration 4F: 3 clusters Score -1840202 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1841007.250000 Penalty: 4814.151367
	Iteration 5F: 3 clusters Score -1841007 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1841732.125000 Penalty: 4814.151367
	Iteration 6F: 3 clusters Score -1841732 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1842364.875000 Penalty: 4814.151367
	Iteration 7Q: 3 clusters Score -1842365 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1842879.000000 Penalty: 4814.151367
	Iteration 8Q: 3 clusters Score -1842879 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1843192.750000 Penalty: 4814.151367
	Iteration 9Q: 3 clusters Score -1843193 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1843359.625000 Penalty: 4814.151367
	Iteration 10Q: 3 clusters Score -1843360 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1843451.875000 Penalty: 4814.151367
	Iteration 11Q: 3 clusters Score -1843452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1843527.125000 Penalty: 4814.151367
	Iteration 12Q: 3 clusters Score -1843527 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1843572.875000 Penalty: 4814.151367
	Iteration 13Q: 3 clusters Score -1843573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1843610.625000 Penalty: 4814.151367
	Iteration 14Q: 3 clusters Score -1843611 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1843634.125000 Penalty: 4814.151367
	Iteration 15Q: 3 clusters Score -1843634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1843658.000000 Penalty: 4814.151367
	Iteration 16Q: 3 clusters Score -1843658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1843677.875000 Penalty: 4814.151367
	Iteration 17Q: 3 clusters Score -1843678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1843709.375000 Penalty: 4814.151367
	Iteration 18Q: 3 clusters Score -1843709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1843738.375000 Penalty: 4814.151367
	Iteration 19Q: 3 clusters Score -1843738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1843750.875000 Penalty: 4814.151367
	Iteration 20F: 3 clusters Score -1843751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1843767.750000 Penalty: 4814.151367
	Iteration 21Q: 3 clusters Score -1843768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1843775.250000 Penalty: 4814.151367
	Iteration 22Q: 3 clusters Score -1843775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1843794.125000 Penalty: 4814.151367
	Iteration 23Q: 3 clusters Score -1843794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1843810.125000 Penalty: 4814.151367
	Iteration 24Q: 3 clusters Score -1843810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1843828.000000 Penalty: 4814.151367
	Iteration 25Q: 3 clusters Score -1843828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1843846.500000 Penalty: 4814.151367
	Iteration 26Q: 3 clusters Score -1843846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1843854.375000 Penalty: 4814.151367
	Iteration 27Q: 3 clusters Score -1843854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1843864.250000 Penalty: 4814.151367
	Iteration 28Q: 3 clusters Score -1843864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1843873.375000 Penalty: 4814.151367
	Iteration 29Q: 3 clusters Score -1843873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1843886.500000 Penalty: 4814.151367
	Iteration 30Q: 3 clusters Score -1843886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1843898.375000 Penalty: 4814.151367
	Iteration 31Q: 3 clusters Score -1843898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1843907.375000 Penalty: 4814.151367
	Iteration 32Q: 3 clusters Score -1843907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1843917.375000 Penalty: 4814.151367
	Iteration 33Q: 3 clusters Score -1843917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1843925.500000 Penalty: 4814.151367
	Iteration 34Q: 3 clusters Score -1843926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1843925.875000 Penalty: 4814.151367
	Iteration 35Q: 3 clusters Score -1843926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1843933.375000 Penalty: 4814.151367
	Iteration 36Q: 3 clusters Score -1843933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1843942.375000 Penalty: 4814.151367
	Iteration 37Q: 3 clusters Score -1843942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1843952.625000 Penalty: 4814.151367
	Iteration 38Q: 3 clusters Score -1843953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1843964.750000 Penalty: 4814.151367
	Iteration 39Q: 3 clusters Score -1843965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1843970.625000 Penalty: 4814.151367
	Iteration 40F: 3 clusters Score -1843971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1843973.750000 Penalty: 4814.151367
	Iteration 41Q: 3 clusters Score -1843974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1843984.625000 Penalty: 4814.151367
	Iteration 42Q: 3 clusters Score -1843985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1843985.625000 Penalty: 4814.151367
	Iteration 43Q: 3 clusters Score -1843986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1843992.750000 Penalty: 4814.151367
	Iteration 44Q: 3 clusters Score -1843993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1843997.125000 Penalty: 4814.151367
	Iteration 45Q: 3 clusters Score -1843997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1844000.750000 Penalty: 4814.151367
	Iteration 46Q: 3 clusters Score -1844001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1844008.000000 Penalty: 4814.151367
	Iteration 47Q: 3 clusters Score -1844008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1844003.125000 Penalty: 4814.151367
	Iteration 48Q: 3 clusters Score -1844003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1844005.375000 Penalty: 4814.151367
	Iteration 49Q: 3 clusters Score -1844005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1844007.625000 Penalty: 4814.151367
	Iteration 50Q: 3 clusters Score -1844008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1844008.750000 Penalty: 4814.151367
	Iteration 51Q: 3 clusters Score -1844009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1844010.625000 Penalty: 4814.151367
	Iteration 52Q: 3 clusters Score -1844011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1844009.125000 Penalty: 4814.151367
	Iteration 53Q: 3 clusters Score -1844009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1844008.000000 Penalty: 4814.151367
	Iteration 54Q: 3 clusters Score -1844008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1844008.000000 Penalty: 4814.151367
	Iteration 55F: 3 clusters Score -1844008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -358149.812500 Penalty: 1998.778931
	Iteration 0F: 2 clusters Score -358149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -354782.312500 Penalty: 3997.557861
	Iteration 0F: 3 clusters Score -354782.3 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -355512.125000 Penalty: 3997.557861
	Iteration 1F: 3 clusters Score -355512.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -355656.312500 Penalty: 3997.557861
	Iteration 2F: 3 clusters Score -355656.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -355716.437500 Penalty: 3997.557861
	Iteration 3Q: 3 clusters Score -355716.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -355749.968750 Penalty: 3997.557861
	Iteration 4Q: 3 clusters Score -355750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -355776.781250 Penalty: 3997.557861
	Iteration 5Q: 3 clusters Score -355776.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -355799.531250 Penalty: 3997.557861
	Iteration 6Q: 3 clusters Score -355799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -355813.281250 Penalty: 3997.557861
	Iteration 7Q: 3 clusters Score -355813.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -355827.343750 Penalty: 3997.557861
	Iteration 8Q: 3 clusters Score -355827.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -355839.312500 Penalty: 3997.557861
	Iteration 9Q: 3 clusters Score -355839.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -355844.937500 Penalty: 3997.557861
	Iteration 10Q: 3 clusters Score -355844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -355848.843750 Penalty: 3997.557861
	Iteration 11Q: 3 clusters Score -355848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -355853.031250 Penalty: 3997.557861
	Iteration 12Q: 3 clusters Score -355853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -355855.156250 Penalty: 3997.557861
	Iteration 13Q: 3 clusters Score -355855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -355857.531250 Penalty: 3997.557861
	Iteration 14Q: 3 clusters Score -355857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -355862.000000 Penalty: 3997.557861
	Iteration 15Q: 3 clusters Score -355862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -355863.843750 Penalty: 3997.557861
	Iteration 16Q: 3 clusters Score -355863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -355866.968750 Penalty: 3997.557861
	Iteration 17Q: 3 clusters Score -355867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -355868.250000 Penalty: 3997.557861
	Iteration 18Q: 3 clusters Score -355868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -355868.375000 Penalty: 3997.557861
	Iteration 19Q: 3 clusters Score -355868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -355870.312500 Penalty: 3997.557861
	Iteration 20F: 3 clusters Score -355870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -355871.625000 Penalty: 3997.557861
	Iteration 21Q: 3 clusters Score -355871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -355873.937500 Penalty: 3997.557861
	Iteration 22Q: 3 clusters Score -355873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -355875.437500 Penalty: 3997.557861
	Iteration 23Q: 3 clusters Score -355875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -355877.000000 Penalty: 3997.557861
	Iteration 24Q: 3 clusters Score -355877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -355876.656250 Penalty: 3997.557861
	Iteration 25Q: 3 clusters Score -355876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -355876.656250 Penalty: 3997.557861
	Iteration 26F: 3 clusters Score -355876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Entering Unmasked Estep 
Score: -5707446.500000 Penalty: 2684.087402
	Iteration 0F: 2 clusters Score -5707446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5673639.500000 Penalty: 5368.174805
	Iteration 0F: 3 clusters Score -5673640 nChanged 23098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5686642.000000 Penalty: 5368.174805
	Iteration 1F: 3 clusters Score -5686642 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5687507.000000 Penalty: 5368.174805
	Iteration 2Q: 3 clusters Score -5687507 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -5688472.500000 Penalty: 5368.174805
	Iteration 3Q: 3 clusters Score -5688472 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5689800.500000 Penalty: 5368.174805
	Iteration 4F: 3 clusters Score -5689800 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5691573.500000 Penalty: 5368.174805
	Iteration 5F: 3 clusters Score -5691574 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5693901.000000 Penalty: 5368.174805
	Iteration 6F: 3 clusters Score -5693901 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -5696599.000000 Penalty: 5368.174805
	Iteration 7F: 3 clusters Score -5696599 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5699292.000000 Penalty: 5368.174805
	Iteration 8F: 3 clusters Score -5699292 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5701435.500000 Penalty: 5368.174805
	Iteration 9F: 3 clusters Score -5701436 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5703046.000000 Penalty: 5368.174805
	Iteration 10Q: 3 clusters Score -5703046 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5704067.500000 Penalty: 5368.174805
	Iteration 11Q: 3 clusters Score -5704068 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5704592.500000 Penalty: 5368.174805
	Iteration 12Q: 3 clusters Score -5704592 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5704846.500000 Penalty: 5368.174805
	Iteration 13Q: 3 clusters Score -5704846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5704973.500000 Penalty: 5368.174805
	Iteration 14Q: 3 clusters Score -5704974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5705055.500000 Penalty: 5368.174805
	Iteration 15Q: 3 clusters Score -5705056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5705107.500000 Penalty: 5368.174805
	Iteration 16Q: 3 clusters Score -5705108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5705139.500000 Penalty: 5368.174805
	Iteration 17Q: 3 clusters Score -5705140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5705171.500000 Penalty: 5368.174805
	Iteration 18Q: 3 clusters Score -5705172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5705193.000000 Penalty: 5368.174805
	Iteration 19Q: 3 clusters Score -5705193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5705204.500000 Penalty: 5368.174805
	Iteration 20F: 3 clusters Score -5705204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5705208.000000 Penalty: 5368.174805
	Iteration 21Q: 3 clusters Score -5705208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5705217.000000 Penalty: 5368.174805
	Iteration 22Q: 3 clusters Score -5705217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5705225.000000 Penalty: 5368.174805
	Iteration 23Q: 3 clusters Score -5705225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5705228.500000 Penalty: 5368.174805
	Iteration 24Q: 3 clusters Score -5705228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5705236.500000 Penalty: 5368.174805
	Iteration 25Q: 3 clusters Score -5705236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5705236.500000 Penalty: 5368.174805
	Iteration 26Q: 3 clusters Score -5705236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5705244.000000 Penalty: 5368.174805
	Iteration 27Q: 3 clusters Score -5705244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5705249.000000 Penalty: 5368.174805
	Iteration 28Q: 3 clusters Score -5705249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5705251.000000 Penalty: 5368.174805
	Iteration 29Q: 3 clusters Score -5705251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5705249.500000 Penalty: 5368.174805
	Iteration 30Q: 3 clusters Score -5705250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5705254.500000 Penalty: 5368.174805
	Iteration 31Q: 3 clusters Score -5705254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5705262.000000 Penalty: 5368.174805
	Iteration 32Q: 3 clusters Score -5705262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5705257.000000 Penalty: 5368.174805
	Iteration 33Q: 3 clusters Score -5705257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5705259.500000 Penalty: 5368.174805
	Iteration 34Q: 3 clusters Score -5705260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5705266.500000 Penalty: 5368.174805
	Iteration 35Q: 3 clusters Score -5705266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5705273.000000 Penalty: 5368.174805
	Iteration 36Q: 3 clusters Score -5705273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5705279.000000 Penalty: 5368.174805
	Iteration 37Q: 3 clusters Score -5705279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5705275.500000 Penalty: 5368.174805
	Iteration 38Q: 3 clusters Score -5705276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5705272.000000 Penalty: 5368.174805
	Iteration 39Q: 3 clusters Score -5705272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5705276.500000 Penalty: 5368.174805
	Iteration 40F: 3 clusters Score -5705276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Entering Unmasked Estep 
Score: -1362029.375000 Penalty: 2336.067871
	Iteration 0F: 2 clusters Score -1362029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1352916.125000 Penalty: 4672.135742
	Iteration 0F: 3 clusters Score -1352916 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1355853.875000 Penalty: 4672.135742
	Iteration 1F: 3 clusters Score -1355854 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1356259.375000 Penalty: 4672.135742
	Iteration 2F: 3 clusters Score -1356259 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1356527.875000 Penalty: 4672.135742
	Iteration 3Q: 3 clusters Score -1356528 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1356737.500000 Penalty: 4672.135742
	Iteration 4Q: 3 clusters Score -1356738 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1356919.625000 Penalty: 4672.135742
	Iteration 5Q: 3 clusters Score -1356920 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1357091.125000 Penalty: 4672.135742
	Iteration 6Q: 3 clusters Score -1357091 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1357273.125000 Penalty: 4672.135742
	Iteration 7Q: 3 clusters Score -1357273 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1357459.875000 Penalty: 4672.135742
	Iteration 8Q: 3 clusters Score -1357460 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1357674.625000 Penalty: 4672.135742
	Iteration 9Q: 3 clusters Score -1357675 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1357945.625000 Penalty: 4672.135742
	Iteration 10Q: 3 clusters Score -1357946 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1358246.000000 Penalty: 4672.135742
	Iteration 11Q: 3 clusters Score -1358246 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1358589.375000 Penalty: 4672.135742
	Iteration 12Q: 3 clusters Score -1358589 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1358976.375000 Penalty: 4672.135742
	Iteration 13Q: 3 clusters Score -1358976 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1359321.625000 Penalty: 4672.135742
	Iteration 14Q: 3 clusters Score -1359322 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1359545.750000 Penalty: 4672.135742
	Iteration 15Q: 3 clusters Score -1359546 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1359725.500000 Penalty: 4672.135742
	Iteration 16Q: 3 clusters Score -1359726 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1359860.250000 Penalty: 4672.135742
	Iteration 17Q: 3 clusters Score -1359860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1359949.125000 Penalty: 4672.135742
	Iteration 18Q: 3 clusters Score -1359949 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1360021.875000 Penalty: 4672.135742
	Iteration 19Q: 3 clusters Score -1360022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1360081.250000 Penalty: 4672.135742
	Iteration 20F: 3 clusters Score -1360081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1360119.750000 Penalty: 4672.135742
	Iteration 21Q: 3 clusters Score -1360120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1360157.625000 Penalty: 4672.135742
	Iteration 22Q: 3 clusters Score -1360158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1360189.750000 Penalty: 4672.135742
	Iteration 23Q: 3 clusters Score -1360190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1360223.750000 Penalty: 4672.135742
	Iteration 24Q: 3 clusters Score -1360224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1360268.250000 Penalty: 4672.135742
	Iteration 25Q: 3 clusters Score -1360268 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1360303.125000 Penalty: 4672.135742
	Iteration 26Q: 3 clusters Score -1360303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1360336.750000 Penalty: 4672.135742
	Iteration 27Q: 3 clusters Score -1360337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1360355.750000 Penalty: 4672.135742
	Iteration 28Q: 3 clusters Score -1360356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1360374.375000 Penalty: 4672.135742
	Iteration 29Q: 3 clusters Score -1360374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1360389.750000 Penalty: 4672.135742
	Iteration 30Q: 3 clusters Score -1360390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1360409.250000 Penalty: 4672.135742
	Iteration 31Q: 3 clusters Score -1360409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1360436.000000 Penalty: 4672.135742
	Iteration 32Q: 3 clusters Score -1360436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1360467.625000 Penalty: 4672.135742
	Iteration 33Q: 3 clusters Score -1360468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1360490.875000 Penalty: 4672.135742
	Iteration 34Q: 3 clusters Score -1360491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1360507.750000 Penalty: 4672.135742
	Iteration 35Q: 3 clusters Score -1360508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1360521.250000 Penalty: 4672.135742
	Iteration 36Q: 3 clusters Score -1360521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1360528.250000 Penalty: 4672.135742
	Iteration 37Q: 3 clusters Score -1360528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1360535.750000 Penalty: 4672.135742
	Iteration 38Q: 3 clusters Score -1360536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1360539.000000 Penalty: 4672.135742
	Iteration 39Q: 3 clusters Score -1360539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1360547.875000 Penalty: 4672.135742
	Iteration 40F: 3 clusters Score -1360548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1360550.625000 Penalty: 4672.135742
	Iteration 41Q: 3 clusters Score -1360551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1360559.875000 Penalty: 4672.135742
	Iteration 42Q: 3 clusters Score -1360560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1360564.000000 Penalty: 4672.135742
	Iteration 43Q: 3 clusters Score -1360564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1360564.250000 Penalty: 4672.135742
	Iteration 44Q: 3 clusters Score -1360564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1360564.625000 Penalty: 4672.135742
	Iteration 45Q: 3 clusters Score -1360565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1360564.750000 Penalty: 4672.135742
	Iteration 46Q: 3 clusters Score -1360565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1360564.750000 Penalty: 4672.135742
	Iteration 47Q: 3 clusters Score -1360565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1360568.125000 Penalty: 4672.135742
	Iteration 48Q: 3 clusters Score -1360568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1360567.875000 Penalty: 4672.135742
	Iteration 49Q: 3 clusters Score -1360568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1360573.375000 Penalty: 4672.135742
	Iteration 50Q: 3 clusters Score -1360573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1360575.500000 Penalty: 4672.135742
	Iteration 51Q: 3 clusters Score -1360576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1360579.125000 Penalty: 4672.135742
	Iteration 52Q: 3 clusters Score -1360579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1360575.875000 Penalty: 4672.135742
	Iteration 53Q: 3 clusters Score -1360576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1360577.875000 Penalty: 4672.135742
	Iteration 54Q: 3 clusters Score -1360578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1360577.750000 Penalty: 4672.135742
	Iteration 55Q: 3 clusters Score -1360578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1360578.625000 Penalty: 4672.135742
	Iteration 56Q: 3 clusters Score -1360579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1360581.250000 Penalty: 4672.135742
	Iteration 57Q: 3 clusters Score -1360581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1360582.500000 Penalty: 4672.135742
	Iteration 58Q: 3 clusters Score -1360582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1360580.250000 Penalty: 4672.135742
	Iteration 59Q: 3 clusters Score -1360580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1360580.250000 Penalty: 4672.135742
	Iteration 60F: 3 clusters Score -1360580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1360579.625000 Penalty: 4672.135742
	Iteration 61Q: 3 clusters Score -1360580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1360578.625000 Penalty: 4672.135742
	Iteration 62Q: 3 clusters Score -1360579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1360576.875000 Penalty: 4672.135742
	Iteration 63Q: 3 clusters Score -1360577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1360577.125000 Penalty: 4672.135742
	Iteration 64Q: 3 clusters Score -1360577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1360580.125000 Penalty: 4672.135742
	Iteration 65Q: 3 clusters Score -1360580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1360585.125000 Penalty: 4672.135742
	Iteration 66Q: 3 clusters Score -1360585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1360587.750000 Penalty: 4672.135742
	Iteration 67Q: 3 clusters Score -1360588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1360587.500000 Penalty: 4672.135742
	Iteration 68Q: 3 clusters Score -1360588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1360589.500000 Penalty: 4672.135742
	Iteration 69Q: 3 clusters Score -1360590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1360587.125000 Penalty: 4672.135742
	Iteration 70Q: 3 clusters Score -1360587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1360585.500000 Penalty: 4672.135742
	Iteration 71Q: 3 clusters Score -1360586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1360585.500000 Penalty: 4672.135742
	Iteration 72F: 3 clusters Score -1360586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -481250.250000 Penalty: 2107.809814
	Iteration 0F: 2 clusters Score -481250.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -476854.593750 Penalty: 4215.619629
	Iteration 0F: 3 clusters Score -476854.6 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -478125.000000 Penalty: 4215.619629
	Iteration 1F: 3 clusters Score -478125 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -478555.187500 Penalty: 4215.619629
	Iteration 2F: 3 clusters Score -478555.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -478967.625000 Penalty: 4215.619629
	Iteration 3F: 3 clusters Score -478967.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -479376.218750 Penalty: 4215.619629
	Iteration 4F: 3 clusters Score -479376.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -479699.937500 Penalty: 4215.619629
	Iteration 5F: 3 clusters Score -479699.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -479952.687500 Penalty: 4215.619629
	Iteration 6F: 3 clusters Score -479952.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -480114.281250 Penalty: 4215.619629
	Iteration 7Q: 3 clusters Score -480114.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -480231.968750 Penalty: 4215.619629
	Iteration 8Q: 3 clusters Score -480232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -480316.968750 Penalty: 4215.619629
	Iteration 9Q: 3 clusters Score -480317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -480380.031250 Penalty: 4215.619629
	Iteration 10Q: 3 clusters Score -480380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -480418.593750 Penalty: 4215.619629
	Iteration 11Q: 3 clusters Score -480418.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -480440.781250 Penalty: 4215.619629
	Iteration 12Q: 3 clusters Score -480440.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -480463.562500 Penalty: 4215.619629
	Iteration 13Q: 3 clusters Score -480463.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -480488.718750 Penalty: 4215.619629
	Iteration 14Q: 3 clusters Score -480488.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -480511.843750 Penalty: 4215.619629
	Iteration 15Q: 3 clusters Score -480511.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -480536.093750 Penalty: 4215.619629
	Iteration 16Q: 3 clusters Score -480536.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -480551.093750 Penalty: 4215.619629
	Iteration 17Q: 3 clusters Score -480551.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -480566.468750 Penalty: 4215.619629
	Iteration 18Q: 3 clusters Score -480566.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -480584.000000 Penalty: 4215.619629
	Iteration 19Q: 3 clusters Score -480584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -480605.281250 Penalty: 4215.619629
	Iteration 20F: 3 clusters Score -480605.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -480625.781250 Penalty: 4215.619629
	Iteration 21Q: 3 clusters Score -480625.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -480649.687500 Penalty: 4215.619629
	Iteration 22Q: 3 clusters Score -480649.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -480671.625000 Penalty: 4215.619629
	Iteration 23Q: 3 clusters Score -480671.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -480684.250000 Penalty: 4215.619629
	Iteration 24Q: 3 clusters Score -480684.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -480695.937500 Penalty: 4215.619629
	Iteration 25Q: 3 clusters Score -480695.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -480707.437500 Penalty: 4215.619629
	Iteration 26Q: 3 clusters Score -480707.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -480722.312500 Penalty: 4215.619629
	Iteration 27Q: 3 clusters Score -480722.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -480750.875000 Penalty: 4215.619629
	Iteration 28Q: 3 clusters Score -480750.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -480779.000000 Penalty: 4215.619629
	Iteration 29Q: 3 clusters Score -480779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -480804.750000 Penalty: 4215.619629
	Iteration 30Q: 3 clusters Score -480804.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -480843.468750 Penalty: 4215.619629
	Iteration 31Q: 3 clusters Score -480843.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -480878.593750 Penalty: 4215.619629
	Iteration 32Q: 3 clusters Score -480878.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -480916.468750 Penalty: 4215.619629
	Iteration 33Q: 3 clusters Score -480916.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -480963.687500 Penalty: 4215.619629
	Iteration 34Q: 3 clusters Score -480963.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -481000.156250 Penalty: 4215.619629
	Iteration 35Q: 3 clusters Score -481000.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -481031.812500 Penalty: 4215.619629
	Iteration 36Q: 3 clusters Score -481031.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -481058.156250 Penalty: 4215.619629
	Iteration 37Q: 3 clusters Score -481058.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -481078.406250 Penalty: 4215.619629
	Iteration 38Q: 3 clusters Score -481078.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -481097.750000 Penalty: 4215.619629
	Iteration 39Q: 3 clusters Score -481097.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -481108.031250 Penalty: 4215.619629
	Iteration 40F: 3 clusters Score -481108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -481117.625000 Penalty: 4215.619629
	Iteration 41Q: 3 clusters Score -481117.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -481122.093750 Penalty: 4215.619629
	Iteration 42Q: 3 clusters Score -481122.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -481128.718750 Penalty: 4215.619629
	Iteration 43Q: 3 clusters Score -481128.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -481137.281250 Penalty: 4215.619629
	Iteration 44Q: 3 clusters Score -481137.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -481146.500000 Penalty: 4215.619629
	Iteration 45Q: 3 clusters Score -481146.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -481152.156250 Penalty: 4215.619629
	Iteration 46Q: 3 clusters Score -481152.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -481156.843750 Penalty: 4215.619629
	Iteration 47Q: 3 clusters Score -481156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -481160.125000 Penalty: 4215.619629
	Iteration 48Q: 3 clusters Score -481160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -481162.343750 Penalty: 4215.619629
	Iteration 49Q: 3 clusters Score -481162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -481164.968750 Penalty: 4215.619629
	Iteration 50Q: 3 clusters Score -481165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -481167.406250 Penalty: 4215.619629
	Iteration 51Q: 3 clusters Score -481167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -481168.718750 Penalty: 4215.619629
	Iteration 52Q: 3 clusters Score -481168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -481169.968750 Penalty: 4215.619629
	Iteration 53Q: 3 clusters Score -481170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -481169.937500 Penalty: 4215.619629
	Iteration 54Q: 3 clusters Score -481169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -481171.437500 Penalty: 4215.619629
	Iteration 55Q: 3 clusters Score -481171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -481171.875000 Penalty: 4215.619629
	Iteration 56Q: 3 clusters Score -481171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -481171.031250 Penalty: 4215.619629
	Iteration 57Q: 3 clusters Score -481171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -481171.031250 Penalty: 4215.619629
	Iteration 58F: 3 clusters Score -481171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -64070.121094 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -64070.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62464.953125 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -62464.95 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62744.519531 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -62744.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62849.789062 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -62849.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62909.406250 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -62909.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62948.773438 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -62948.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62983.082031 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -62983.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63020.625000 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -63020.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63065.402344 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -63065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63118.968750 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -63118.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63168.828125 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -63168.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63224.386719 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -63224.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63327.644531 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -63327.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63433.675781 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -63433.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63555.066406 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -63555.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63663.156250 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -63663.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63742.171875 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -63742.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63788.187500 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -63788.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63825.375000 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -63825.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63853.273438 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -63853.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63884.535156 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -63884.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63936.820312 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -63936.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63968.191406 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -63968.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64017.078125 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -64017.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64043.308594 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -64043.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64078.152344 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -64078.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64096.363281 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -64096.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64104.468750 Penalty: 3229.088135
	Iteration 26Q: 3 clusters Score -64104.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64112.058594 Penalty: 3229.088135
	Iteration 27Q: 3 clusters Score -64112.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64122.449219 Penalty: 3229.088135
	Iteration 28Q: 3 clusters Score -64122.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64130.261719 Penalty: 3229.088135
	Iteration 29Q: 3 clusters Score -64130.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64134.843750 Penalty: 3229.088135
	Iteration 30Q: 3 clusters Score -64134.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64138.601562 Penalty: 3229.088135
	Iteration 31Q: 3 clusters Score -64138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64138.601562 Penalty: 3229.088135
	Iteration 32F: 3 clusters Score -64138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328303 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 40013 members 
Mstep: Class 5 contains 109659 members 
Mstep: Class 6 contains 20763 members 
Mstep: Class 7 contains 40632 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50158 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 258 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39837 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17360 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114621 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79660 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 19092 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14558 members 
Mstep: Class 41 contains 366 members 
Mstep: Class 42 contains 414 members 
Entering Unmasked Estep 
Score: -110934008.000000 Penalty: 144037.250000
Splitting cluster 16 changes total score from -110935936.000000 to -110934008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Entering Unmasked Estep 
Score: -407771.343750 Penalty: 2042.500854
	Iteration 0F: 2 clusters Score -407771.3 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 1898 members 
Entering Unmasked Estep 
Score: -404104.187500 Penalty: 4085.001709
	Iteration 0F: 3 clusters Score -404104.2 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -405014.062500 Penalty: 4085.001709
	Iteration 1F: 3 clusters Score -405014.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -405318.812500 Penalty: 4085.001709
	Iteration 2F: 3 clusters Score -405318.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -405510.625000 Penalty: 4085.001709
	Iteration 3F: 3 clusters Score -405510.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -405643.562500 Penalty: 4085.001709
	Iteration 4F: 3 clusters Score -405643.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -405739.312500 Penalty: 4085.001709
	Iteration 5Q: 3 clusters Score -405739.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -405811.906250 Penalty: 4085.001709
	Iteration 6Q: 3 clusters Score -405811.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -405875.593750 Penalty: 4085.001709
	Iteration 7Q: 3 clusters Score -405875.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -405927.843750 Penalty: 4085.001709
	Iteration 8Q: 3 clusters Score -405927.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -405966.093750 Penalty: 4085.001709
	Iteration 9Q: 3 clusters Score -405966.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -406002.218750 Penalty: 4085.001709
	Iteration 10Q: 3 clusters Score -406002.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -406038.843750 Penalty: 4085.001709
	Iteration 11Q: 3 clusters Score -406038.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -406078.437500 Penalty: 4085.001709
	Iteration 12Q: 3 clusters Score -406078.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -406107.093750 Penalty: 4085.001709
	Iteration 13Q: 3 clusters Score -406107.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -406127.937500 Penalty: 4085.001709
	Iteration 14Q: 3 clusters Score -406127.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -406149.562500 Penalty: 4085.001709
	Iteration 15Q: 3 clusters Score -406149.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -406163.062500 Penalty: 4085.001709
	Iteration 16Q: 3 clusters Score -406163.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -406172.468750 Penalty: 4085.001709
	Iteration 17Q: 3 clusters Score -406172.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -406180.656250 Penalty: 4085.001709
	Iteration 18Q: 3 clusters Score -406180.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -406190.000000 Penalty: 4085.001709
	Iteration 19Q: 3 clusters Score -406190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -406196.593750 Penalty: 4085.001709
	Iteration 20F: 3 clusters Score -406196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -406202.250000 Penalty: 4085.001709
	Iteration 21Q: 3 clusters Score -406202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -406211.812500 Penalty: 4085.001709
	Iteration 22Q: 3 clusters Score -406211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -406223.812500 Penalty: 4085.001709
	Iteration 23Q: 3 clusters Score -406223.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -406237.250000 Penalty: 4085.001709
	Iteration 24Q: 3 clusters Score -406237.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -406247.750000 Penalty: 4085.001709
	Iteration 25Q: 3 clusters Score -406247.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -406263.062500 Penalty: 4085.001709
	Iteration 26Q: 3 clusters Score -406263.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -406278.375000 Penalty: 4085.001709
	Iteration 27Q: 3 clusters Score -406278.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -406290.406250 Penalty: 4085.001709
	Iteration 28Q: 3 clusters Score -406290.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -406298.875000 Penalty: 4085.001709
	Iteration 29Q: 3 clusters Score -406298.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -406304.750000 Penalty: 4085.001709
	Iteration 30Q: 3 clusters Score -406304.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -406313.500000 Penalty: 4085.001709
	Iteration 31Q: 3 clusters Score -406313.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -406323.937500 Penalty: 4085.001709
	Iteration 32Q: 3 clusters Score -406323.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -406330.531250 Penalty: 4085.001709
	Iteration 33Q: 3 clusters Score -406330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -406336.750000 Penalty: 4085.001709
	Iteration 34Q: 3 clusters Score -406336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -406340.062500 Penalty: 4085.001709
	Iteration 35Q: 3 clusters Score -406340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -406340.437500 Penalty: 4085.001709
	Iteration 36Q: 3 clusters Score -406340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -406340.281250 Penalty: 4085.001709
	Iteration 37Q: 3 clusters Score -406340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -406341.718750 Penalty: 4085.001709
	Iteration 38Q: 3 clusters Score -406341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -406343.843750 Penalty: 4085.001709
	Iteration 39Q: 3 clusters Score -406343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -406345.125000 Penalty: 4085.001709
	Iteration 40F: 3 clusters Score -406345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -406345.531250 Penalty: 4085.001709
	Iteration 41Q: 3 clusters Score -406345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -406346.156250 Penalty: 4085.001709
	Iteration 42Q: 3 clusters Score -406346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -406346.156250 Penalty: 4085.001709
	Iteration 43F: 3 clusters Score -406346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Entering Unmasked Estep 
Score: -1679580.875000 Penalty: 2387.072754
	Iteration 0F: 2 clusters Score -1679581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1668561.125000 Penalty: 4774.145508
	Iteration 0F: 3 clusters Score -1668561 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1672201.625000 Penalty: 4774.145508
	Iteration 1F: 3 clusters Score -1672202 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1672687.125000 Penalty: 4774.145508
	Iteration 2F: 3 clusters Score -1672687 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1673154.875000 Penalty: 4774.145508
	Iteration 3F: 3 clusters Score -1673155 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1673671.625000 Penalty: 4774.145508
	Iteration 4F: 3 clusters Score -1673672 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1674207.250000 Penalty: 4774.145508
	Iteration 5F: 3 clusters Score -1674207 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1674887.500000 Penalty: 4774.145508
	Iteration 6F: 3 clusters Score -1674888 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1675760.875000 Penalty: 4774.145508
	Iteration 7F: 3 clusters Score -1675761 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1676713.375000 Penalty: 4774.145508
	Iteration 8F: 3 clusters Score -1676713 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1677580.250000 Penalty: 4774.145508
	Iteration 9F: 3 clusters Score -1677580 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1678164.875000 Penalty: 4774.145508
	Iteration 10Q: 3 clusters Score -1678165 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1678414.125000 Penalty: 4774.145508
	Iteration 11Q: 3 clusters Score -1678414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1678542.750000 Penalty: 4774.145508
	Iteration 12Q: 3 clusters Score -1678543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1678598.000000 Penalty: 4774.145508
	Iteration 13Q: 3 clusters Score -1678598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1678624.750000 Penalty: 4774.145508
	Iteration 14Q: 3 clusters Score -1678625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1678643.125000 Penalty: 4774.145508
	Iteration 15Q: 3 clusters Score -1678643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1678645.125000 Penalty: 4774.145508
	Iteration 16Q: 3 clusters Score -1678645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1678656.500000 Penalty: 4774.145508
	Iteration 17Q: 3 clusters Score -1678656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1678652.250000 Penalty: 4774.145508
	Iteration 18Q: 3 clusters Score -1678652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1678656.000000 Penalty: 4774.145508
	Iteration 19Q: 3 clusters Score -1678656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1678655.875000 Penalty: 4774.145508
	Iteration 20F: 3 clusters Score -1678656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1678658.000000 Penalty: 4774.145508
	Iteration 21Q: 3 clusters Score -1678658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1678662.375000 Penalty: 4774.145508
	Iteration 22Q: 3 clusters Score -1678662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1678660.875000 Penalty: 4774.145508
	Iteration 23Q: 3 clusters Score -1678661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1678663.375000 Penalty: 4774.145508
	Iteration 24Q: 3 clusters Score -1678663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1678663.375000 Penalty: 4774.145508
	Iteration 25F: 3 clusters Score -1678663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Entering Unmasked Estep 
Score: -4414312.500000 Penalty: 2626.952637
	Iteration 0F: 2 clusters Score -4414312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4387191.000000 Penalty: 5253.905273
	Iteration 0F: 3 clusters Score -4387191 nChanged 18337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4397398.000000 Penalty: 5253.905273
	Iteration 1F: 3 clusters Score -4397398 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4397842.500000 Penalty: 5253.905273
	Iteration 2Q: 3 clusters Score -4397842 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4398219.500000 Penalty: 5253.905273
	Iteration 3Q: 3 clusters Score -4398220 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4398568.000000 Penalty: 5253.905273
	Iteration 4Q: 3 clusters Score -4398568 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4398926.000000 Penalty: 5253.905273
	Iteration 5Q: 3 clusters Score -4398926 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4399451.000000 Penalty: 5253.905273
	Iteration 6Q: 3 clusters Score -4399451 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4400270.500000 Penalty: 5253.905273
	Iteration 7Q: 3 clusters Score -4400270 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4401579.000000 Penalty: 5253.905273
	Iteration 8F: 3 clusters Score -4401579 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -4403513.500000 Penalty: 5253.905273
	Iteration 9F: 3 clusters Score -4403514 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4405971.500000 Penalty: 5253.905273
	Iteration 10F: 3 clusters Score -4405972 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4408467.000000 Penalty: 5253.905273
	Iteration 11F: 3 clusters Score -4408467 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4410308.000000 Penalty: 5253.905273
	Iteration 12Q: 3 clusters Score -4410308 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4411337.500000 Penalty: 5253.905273
	Iteration 13Q: 3 clusters Score -4411338 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4411723.500000 Penalty: 5253.905273
	Iteration 14Q: 3 clusters Score -4411724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4411853.500000 Penalty: 5253.905273
	Iteration 15Q: 3 clusters Score -4411854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4411930.500000 Penalty: 5253.905273
	Iteration 16Q: 3 clusters Score -4411930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4411964.500000 Penalty: 5253.905273
	Iteration 17Q: 3 clusters Score -4411964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4411981.000000 Penalty: 5253.905273
	Iteration 18Q: 3 clusters Score -4411981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4411988.000000 Penalty: 5253.905273
	Iteration 19Q: 3 clusters Score -4411988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4411990.500000 Penalty: 5253.905273
	Iteration 20F: 3 clusters Score -4411990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4412000.000000 Penalty: 5253.905273
	Iteration 21Q: 3 clusters Score -4412000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4412007.000000 Penalty: 5253.905273
	Iteration 22Q: 3 clusters Score -4412007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4412010.500000 Penalty: 5253.905273
	Iteration 23Q: 3 clusters Score -4412010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4412011.500000 Penalty: 5253.905273
	Iteration 24Q: 3 clusters Score -4412012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4412009.000000 Penalty: 5253.905273
	Iteration 25Q: 3 clusters Score -4412009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4412009.000000 Penalty: 5253.905273
	Iteration 26F: 3 clusters Score -4412009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -420256.781250 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -420256.8 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 1874 members 
Entering Unmasked Estep 
Score: -416429.500000 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -416429.5 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -417255.906250 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -417255.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -417457.281250 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -417457.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -417579.687500 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -417579.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -417674.312500 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -417674.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -417764.625000 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -417764.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -417839.687500 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -417839.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -417895.093750 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -417895.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -417939.812500 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -417939.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -417988.375000 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -417988.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -418027.375000 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -418027.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -418059.156250 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -418059.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -418101.406250 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -418101.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -418141.875000 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -418141.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -418174.718750 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -418174.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -418210.562500 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -418210.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -418237.125000 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -418237.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -418262.937500 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -418262.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -418284.687500 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -418284.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -418305.781250 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -418305.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -418326.312500 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -418326.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -418341.968750 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -418342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -418357.250000 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -418357.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -418377.093750 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -418377.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -418400.218750 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -418400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -418413.875000 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -418413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -418429.406250 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -418429.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -418435.125000 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -418435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -418439.812500 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -418439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -418445.093750 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -418445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -418453.250000 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -418453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -418456.406250 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -418456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -418456.593750 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -418456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -418457.218750 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -418457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -418457.937500 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -418457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -418458.562500 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -418458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -418459.562500 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -418459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -418461.218750 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -418461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -418463.593750 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -418463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -418467.656250 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -418467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -418468.437500 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -418468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -418468.718750 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -418468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -418468.718750 Penalty: 4094.891113
	Iteration 42F: 3 clusters Score -418468.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -127861.078125 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -127861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -125816.875000 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -125816.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126186.039062 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -126186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126320.000000 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -126320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126384.289062 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -126384.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126427.609375 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -126427.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126461.867188 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -126461.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126507.328125 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -126507.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126531.289062 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -126531.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -126548.289062 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -126548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -126563.078125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -126563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -126572.210938 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -126572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126584.375000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -126584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -126587.757812 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -126587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126590.632812 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -126590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -126594.757812 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -126594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -126594.757812 Penalty: 3498.578369
	Iteration 15F: 3 clusters Score -126594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Entering Unmasked Estep 
Score: -1976303.000000 Penalty: 2420.957031
	Iteration 0F: 2 clusters Score -1976303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1963912.625000 Penalty: 4841.914062
	Iteration 0F: 3 clusters Score -1963913 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1967886.625000 Penalty: 4841.914062
	Iteration 1F: 3 clusters Score -1967887 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1968240.000000 Penalty: 4841.914062
	Iteration 2F: 3 clusters Score -1968240 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1968583.125000 Penalty: 4841.914062
	Iteration 3Q: 3 clusters Score -1968583 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1968925.875000 Penalty: 4841.914062
	Iteration 4Q: 3 clusters Score -1968926 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1969278.500000 Penalty: 4841.914062
	Iteration 5Q: 3 clusters Score -1969278 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1969710.125000 Penalty: 4841.914062
	Iteration 6Q: 3 clusters Score -1969710 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1970196.125000 Penalty: 4841.914062
	Iteration 7Q: 3 clusters Score -1970196 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1970711.250000 Penalty: 4841.914062
	Iteration 8Q: 3 clusters Score -1970711 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1971230.125000 Penalty: 4841.914062
	Iteration 9Q: 3 clusters Score -1971230 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1971701.500000 Penalty: 4841.914062
	Iteration 10Q: 3 clusters Score -1971702 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1972122.750000 Penalty: 4841.914062
	Iteration 11Q: 3 clusters Score -1972123 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1972466.250000 Penalty: 4841.914062
	Iteration 12Q: 3 clusters Score -1972466 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1972677.125000 Penalty: 4841.914062
	Iteration 13Q: 3 clusters Score -1972677 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1972813.750000 Penalty: 4841.914062
	Iteration 14Q: 3 clusters Score -1972814 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1972893.875000 Penalty: 4841.914062
	Iteration 15Q: 3 clusters Score -1972894 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1972977.000000 Penalty: 4841.914062
	Iteration 16Q: 3 clusters Score -1972977 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1973040.375000 Penalty: 4841.914062
	Iteration 17Q: 3 clusters Score -1973040 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1973102.000000 Penalty: 4841.914062
	Iteration 18Q: 3 clusters Score -1973102 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1973152.750000 Penalty: 4841.914062
	Iteration 19Q: 3 clusters Score -1973153 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1973201.500000 Penalty: 4841.914062
	Iteration 20F: 3 clusters Score -1973202 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1973256.625000 Penalty: 4841.914062
	Iteration 21Q: 3 clusters Score -1973257 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1973318.250000 Penalty: 4841.914062
	Iteration 22Q: 3 clusters Score -1973318 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1973378.875000 Penalty: 4841.914062
	Iteration 23Q: 3 clusters Score -1973379 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1973478.875000 Penalty: 4841.914062
	Iteration 24Q: 3 clusters Score -1973479 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1973562.125000 Penalty: 4841.914062
	Iteration 25Q: 3 clusters Score -1973562 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1973654.125000 Penalty: 4841.914062
	Iteration 26Q: 3 clusters Score -1973654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1973714.750000 Penalty: 4841.914062
	Iteration 27Q: 3 clusters Score -1973715 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1973761.750000 Penalty: 4841.914062
	Iteration 28Q: 3 clusters Score -1973762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1973795.250000 Penalty: 4841.914062
	Iteration 29Q: 3 clusters Score -1973795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1973821.125000 Penalty: 4841.914062
	Iteration 30Q: 3 clusters Score -1973821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1973852.375000 Penalty: 4841.914062
	Iteration 31Q: 3 clusters Score -1973852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1973868.875000 Penalty: 4841.914062
	Iteration 32Q: 3 clusters Score -1973869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1973888.125000 Penalty: 4841.914062
	Iteration 33Q: 3 clusters Score -1973888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1973905.250000 Penalty: 4841.914062
	Iteration 34Q: 3 clusters Score -1973905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1973929.625000 Penalty: 4841.914062
	Iteration 35Q: 3 clusters Score -1973930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1973949.750000 Penalty: 4841.914062
	Iteration 36Q: 3 clusters Score -1973950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1973961.375000 Penalty: 4841.914062
	Iteration 37Q: 3 clusters Score -1973961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1973986.125000 Penalty: 4841.914062
	Iteration 38Q: 3 clusters Score -1973986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1973998.750000 Penalty: 4841.914062
	Iteration 39Q: 3 clusters Score -1973999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1974011.250000 Penalty: 4841.914062
	Iteration 40F: 3 clusters Score -1974011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1974018.125000 Penalty: 4841.914062
	Iteration 41Q: 3 clusters Score -1974018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1974026.000000 Penalty: 4841.914062
	Iteration 42Q: 3 clusters Score -1974026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1974032.125000 Penalty: 4841.914062
	Iteration 43Q: 3 clusters Score -1974032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1974033.125000 Penalty: 4841.914062
	Iteration 44Q: 3 clusters Score -1974033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1974039.000000 Penalty: 4841.914062
	Iteration 45Q: 3 clusters Score -1974039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1974044.000000 Penalty: 4841.914062
	Iteration 46Q: 3 clusters Score -1974044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1974047.875000 Penalty: 4841.914062
	Iteration 47Q: 3 clusters Score -1974048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1974047.875000 Penalty: 4841.914062
	Iteration 48Q: 3 clusters Score -1974048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1974048.625000 Penalty: 4841.914062
	Iteration 49Q: 3 clusters Score -1974049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1974051.875000 Penalty: 4841.914062
	Iteration 50Q: 3 clusters Score -1974052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1974051.500000 Penalty: 4841.914062
	Iteration 51Q: 3 clusters Score -1974052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1974051.000000 Penalty: 4841.914062
	Iteration 52Q: 3 clusters Score -1974051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1974049.750000 Penalty: 4841.914062
	Iteration 53Q: 3 clusters Score -1974050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1974052.875000 Penalty: 4841.914062
	Iteration 54Q: 3 clusters Score -1974053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1974056.500000 Penalty: 4841.914062
	Iteration 55Q: 3 clusters Score -1974056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1974057.375000 Penalty: 4841.914062
	Iteration 56Q: 3 clusters Score -1974057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1974054.750000 Penalty: 4841.914062
	Iteration 57Q: 3 clusters Score -1974055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1974059.875000 Penalty: 4841.914062
	Iteration 58Q: 3 clusters Score -1974060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1974061.000000 Penalty: 4841.914062
	Iteration 59Q: 3 clusters Score -1974061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1974061.000000 Penalty: 4841.914062
	Iteration 60F: 3 clusters Score -1974061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1974060.000000 Penalty: 4841.914062
	Iteration 61Q: 3 clusters Score -1974060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1974063.625000 Penalty: 4841.914062
	Iteration 62Q: 3 clusters Score -1974064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1974062.250000 Penalty: 4841.914062
	Iteration 63Q: 3 clusters Score -1974062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1974064.000000 Penalty: 4841.914062
	Iteration 64Q: 3 clusters Score -1974064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1974062.250000 Penalty: 4841.914062
	Iteration 65Q: 3 clusters Score -1974062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1974061.125000 Penalty: 4841.914062
	Iteration 66Q: 3 clusters Score -1974061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1974060.875000 Penalty: 4841.914062
	Iteration 67Q: 3 clusters Score -1974061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1974060.875000 Penalty: 4841.914062
	Iteration 68F: 3 clusters Score -1974061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -139707.031250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -139707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137540.125000 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -137540.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137946.875000 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -137946.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138047.921875 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -138047.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138129.750000 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -138129.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138171.796875 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -138171.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138201.203125 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -138201.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138227.750000 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -138227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138241.859375 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -138241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138247.578125 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -138247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138255.875000 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -138255.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138260.156250 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -138260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138264.046875 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -138264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138268.093750 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -138268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138269.796875 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -138269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138270.953125 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -138271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138270.953125 Penalty: 3577.663818
	Iteration 15F: 3 clusters Score -138271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (114621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Entering Unmasked Estep 
Score: -13003057.000000 Penalty: 2889.047852
	Iteration 0F: 2 clusters Score -1.300306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -12925887.000000 Penalty: 5778.095703
	Iteration 0F: 3 clusters Score -1.292589e+07 nChanged 54823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -12957929.000000 Penalty: 5778.095703
	Iteration 1F: 3 clusters Score -1.295793e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -12958797.000000 Penalty: 5778.095703
	Iteration 2Q: 3 clusters Score -1.29588e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -12959840.000000 Penalty: 5778.095703
	Iteration 3Q: 3 clusters Score -1.295984e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -12961068.000000 Penalty: 5778.095703
	Iteration 4Q: 3 clusters Score -1.296107e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -12962671.000000 Penalty: 5778.095703
	Iteration 5Q: 3 clusters Score -1.296267e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -12964670.000000 Penalty: 5778.095703
	Iteration 6Q: 3 clusters Score -1.296467e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -12967796.000000 Penalty: 5778.095703
	Iteration 7Q: 3 clusters Score -1.29678e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -12971951.000000 Penalty: 5778.095703
	Iteration 8F: 3 clusters Score -1.297195e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -12976761.000000 Penalty: 5778.095703
	Iteration 9F: 3 clusters Score -1.297676e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -12981085.000000 Penalty: 5778.095703
	Iteration 10F: 3 clusters Score -1.298108e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -12983363.000000 Penalty: 5778.095703
	Iteration 11Q: 3 clusters Score -1.298336e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -12984458.000000 Penalty: 5778.095703
	Iteration 12Q: 3 clusters Score -1.298446e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -12984999.000000 Penalty: 5778.095703
	Iteration 13Q: 3 clusters Score -1.2985e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -12985430.000000 Penalty: 5778.095703
	Iteration 14Q: 3 clusters Score -1.298543e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -12985799.000000 Penalty: 5778.095703
	Iteration 15Q: 3 clusters Score -1.29858e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -12986186.000000 Penalty: 5778.095703
	Iteration 16Q: 3 clusters Score -1.298619e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -12986636.000000 Penalty: 5778.095703
	Iteration 17Q: 3 clusters Score -1.298664e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -12987105.000000 Penalty: 5778.095703
	Iteration 18Q: 3 clusters Score -1.29871e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -12987448.000000 Penalty: 5778.095703
	Iteration 19Q: 3 clusters Score -1.298745e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -12987973.000000 Penalty: 5778.095703
	Iteration 20F: 3 clusters Score -1.298797e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -12988536.000000 Penalty: 5778.095703
	Iteration 21Q: 3 clusters Score -1.298854e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -12989143.000000 Penalty: 5778.095703
	Iteration 22Q: 3 clusters Score -1.298914e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -12989863.000000 Penalty: 5778.095703
	Iteration 23Q: 3 clusters Score -1.298986e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -12990751.000000 Penalty: 5778.095703
	Iteration 24Q: 3 clusters Score -1.299075e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -12991788.000000 Penalty: 5778.095703
	Iteration 25Q: 3 clusters Score -1.299179e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -12992765.000000 Penalty: 5778.095703
	Iteration 26Q: 3 clusters Score -1.299276e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -12993902.000000 Penalty: 5778.095703
	Iteration 27Q: 3 clusters Score -1.29939e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -12995044.000000 Penalty: 5778.095703
	Iteration 28Q: 3 clusters Score -1.299504e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -12996188.000000 Penalty: 5778.095703
	Iteration 29Q: 3 clusters Score -1.299619e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -12997206.000000 Penalty: 5778.095703
	Iteration 30Q: 3 clusters Score -1.299721e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -12997976.000000 Penalty: 5778.095703
	Iteration 31Q: 3 clusters Score -1.299798e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -12998684.000000 Penalty: 5778.095703
	Iteration 32Q: 3 clusters Score -1.299868e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -12999030.000000 Penalty: 5778.095703
	Iteration 33Q: 3 clusters Score -1.299903e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -12999336.000000 Penalty: 5778.095703
	Iteration 34Q: 3 clusters Score -1.299934e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -12999537.000000 Penalty: 5778.095703
	Iteration 35Q: 3 clusters Score -1.299954e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -12999690.000000 Penalty: 5778.095703
	Iteration 36Q: 3 clusters Score -1.299969e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -12999855.000000 Penalty: 5778.095703
	Iteration 37Q: 3 clusters Score -1.299986e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -12999942.000000 Penalty: 5778.095703
	Iteration 38Q: 3 clusters Score -1.299994e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -13000004.000000 Penalty: 5778.095703
	Iteration 39Q: 3 clusters Score -1.3e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -13000070.000000 Penalty: 5778.095703
	Iteration 40F: 3 clusters Score -1.300007e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -13000096.000000 Penalty: 5778.095703
	Iteration 41Q: 3 clusters Score -1.30001e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -13000208.000000 Penalty: 5778.095703
	Iteration 42Q: 3 clusters Score -1.300021e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -13000254.000000 Penalty: 5778.095703
	Iteration 43Q: 3 clusters Score -1.300025e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -13000342.000000 Penalty: 5778.095703
	Iteration 44Q: 3 clusters Score -1.300034e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -13000367.000000 Penalty: 5778.095703
	Iteration 45Q: 3 clusters Score -1.300037e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -13000370.000000 Penalty: 5778.095703
	Iteration 46Q: 3 clusters Score -1.300037e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -13000361.000000 Penalty: 5778.095703
	Iteration 47Q: 3 clusters Score -1.300036e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -13000377.000000 Penalty: 5778.095703
	Iteration 48Q: 3 clusters Score -1.300038e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -13000378.000000 Penalty: 5778.095703
	Iteration 49Q: 3 clusters Score -1.300038e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -13000381.000000 Penalty: 5778.095703
	Iteration 50Q: 3 clusters Score -1.300038e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -13000392.000000 Penalty: 5778.095703
	Iteration 51Q: 3 clusters Score -1.300039e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -13000429.000000 Penalty: 5778.095703
	Iteration 52Q: 3 clusters Score -1.300043e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -13000451.000000 Penalty: 5778.095703
	Iteration 53Q: 3 clusters Score -1.300045e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -13000459.000000 Penalty: 5778.095703
	Iteration 54Q: 3 clusters Score -1.300046e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -13000464.000000 Penalty: 5778.095703
	Iteration 55Q: 3 clusters Score -1.300046e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -13000445.000000 Penalty: 5778.095703
	Iteration 56Q: 3 clusters Score -1.300044e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -13000463.000000 Penalty: 5778.095703
	Iteration 57Q: 3 clusters Score -1.300046e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -13000472.000000 Penalty: 5778.095703
	Iteration 58Q: 3 clusters Score -1.300047e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -13000432.000000 Penalty: 5778.095703
	Iteration 59Q: 3 clusters Score -1.300043e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -13000430.000000 Penalty: 5778.095703
	Iteration 60F: 3 clusters Score -1.300043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -13000445.000000 Penalty: 5778.095703
	Iteration 61Q: 3 clusters Score -1.300044e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -13000461.000000 Penalty: 5778.095703
	Iteration 62Q: 3 clusters Score -1.300046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -13000453.000000 Penalty: 5778.095703
	Iteration 63Q: 3 clusters Score -1.300045e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -13000467.000000 Penalty: 5778.095703
	Iteration 64Q: 3 clusters Score -1.300047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -13000483.000000 Penalty: 5778.095703
	Iteration 65Q: 3 clusters Score -1.300048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -13000493.000000 Penalty: 5778.095703
	Iteration 66Q: 3 clusters Score -1.300049e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -13000518.000000 Penalty: 5778.095703
	Iteration 67Q: 3 clusters Score -1.300052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -13000520.000000 Penalty: 5778.095703
	Iteration 68Q: 3 clusters Score -1.300052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -13000507.000000 Penalty: 5778.095703
	Iteration 69Q: 3 clusters Score -1.300051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -13000512.000000 Penalty: 5778.095703
	Iteration 70Q: 3 clusters Score -1.300051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -13000532.000000 Penalty: 5778.095703
	Iteration 71Q: 3 clusters Score -1.300053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -13000522.000000 Penalty: 5778.095703
	Iteration 72Q: 3 clusters Score -1.300052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -13000515.000000 Penalty: 5778.095703
	Iteration 73Q: 3 clusters Score -1.300052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -13000502.000000 Penalty: 5778.095703
	Iteration 74Q: 3 clusters Score -1.30005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -13000518.000000 Penalty: 5778.095703
	Iteration 75Q: 3 clusters Score -1.300052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -13000530.000000 Penalty: 5778.095703
	Iteration 76Q: 3 clusters Score -1.300053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -13000528.000000 Penalty: 5778.095703
	Iteration 77Q: 3 clusters Score -1.300053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -13000526.000000 Penalty: 5778.095703
	Iteration 78Q: 3 clusters Score -1.300053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -13000535.000000 Penalty: 5778.095703
	Iteration 79Q: 3 clusters Score -1.300054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -13000532.000000 Penalty: 5778.095703
	Iteration 80F: 3 clusters Score -1.300053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -13000523.000000 Penalty: 5778.095703
	Iteration 81Q: 3 clusters Score -1.300052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -13000524.000000 Penalty: 5778.095703
	Iteration 82Q: 3 clusters Score -1.300052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -13000516.000000 Penalty: 5778.095703
	Iteration 83Q: 3 clusters Score -1.300052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -13000532.000000 Penalty: 5778.095703
	Iteration 84Q: 3 clusters Score -1.300053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -13000530.000000 Penalty: 5778.095703
	Iteration 85Q: 3 clusters Score -1.300053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -13000526.000000 Penalty: 5778.095703
	Iteration 86Q: 3 clusters Score -1.300053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -13000535.000000 Penalty: 5778.095703
	Iteration 87Q: 3 clusters Score -1.300054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -13000542.000000 Penalty: 5778.095703
	Iteration 88Q: 3 clusters Score -1.300054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -13000538.000000 Penalty: 5778.095703
	Iteration 89Q: 3 clusters Score -1.300054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -13000542.000000 Penalty: 5778.095703
	Iteration 90Q: 3 clusters Score -1.300054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -13000535.000000 Penalty: 5778.095703
	Iteration 91Q: 3 clusters Score -1.300054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -13000532.000000 Penalty: 5778.095703
	Iteration 92Q: 3 clusters Score -1.300053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -13000537.000000 Penalty: 5778.095703
	Iteration 93Q: 3 clusters Score -1.300054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -13000541.000000 Penalty: 5778.095703
	Iteration 94Q: 3 clusters Score -1.300054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -13000541.000000 Penalty: 5778.095703
	Iteration 95Q: 3 clusters Score -1.300054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -13000545.000000 Penalty: 5778.095703
	Iteration 96Q: 3 clusters Score -1.300054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -13000546.000000 Penalty: 5778.095703
	Iteration 97Q: 3 clusters Score -1.300055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -13000549.000000 Penalty: 5778.095703
	Iteration 98Q: 3 clusters Score -1.300055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -13000543.000000 Penalty: 5778.095703
	Iteration 99Q: 3 clusters Score -1.300054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -13000545.000000 Penalty: 5778.095703
	Iteration 100F: 3 clusters Score -1.300054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -13000539.000000 Penalty: 5778.095703
	Iteration 101Q: 3 clusters Score -1.300054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -13000550.000000 Penalty: 5778.095703
	Iteration 102Q: 3 clusters Score -1.300055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -13000546.000000 Penalty: 5778.095703
	Iteration 103Q: 3 clusters Score -1.300055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -13000546.000000 Penalty: 5778.095703
	Iteration 104F: 3 clusters Score -1.300055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -802454.187500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -802454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -796557.812500 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -796557.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -798065.562500 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -798065.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -798294.187500 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -798294.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -798446.875000 Penalty: 4406.147949
	Iteration 3Q: 3 clusters Score -798446.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -798565.000000 Penalty: 4406.147949
	Iteration 4Q: 3 clusters Score -798565 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -798660.500000 Penalty: 4406.147949
	Iteration 5Q: 3 clusters Score -798660.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -798744.562500 Penalty: 4406.147949
	Iteration 6Q: 3 clusters Score -798744.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -798836.562500 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -798836.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -798924.125000 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -798924.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -799000.875000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -799000.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -799077.812500 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -799077.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -799153.562500 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -799153.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -799244.500000 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -799244.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -799332.875000 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -799332.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -799429.125000 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -799429.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -799544.375000 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -799544.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -799671.812500 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -799671.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -799812.250000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -799812.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -799936.562500 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -799936.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -800045.375000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -800045.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -800129.937500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -800129.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -800191.062500 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -800191.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -800245.812500 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -800245.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -800286.937500 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -800286.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -800322.750000 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -800322.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -800354.250000 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -800354.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -800389.125000 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -800389.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -800424.812500 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -800424.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -800445.937500 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -800445.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -800463.312500 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -800463.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -800475.250000 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -800475.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -800485.500000 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -800485.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -800499.062500 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -800499.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -800511.125000 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -800511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -800521.312500 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -800521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -800528.250000 Penalty: 4406.147949
	Iteration 35Q: 3 clusters Score -800528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -800534.750000 Penalty: 4406.147949
	Iteration 36Q: 3 clusters Score -800534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -800544.375000 Penalty: 4406.147949
	Iteration 37Q: 3 clusters Score -800544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -800549.875000 Penalty: 4406.147949
	Iteration 38Q: 3 clusters Score -800549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -800554.062500 Penalty: 4406.147949
	Iteration 39Q: 3 clusters Score -800554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -800561.875000 Penalty: 4406.147949
	Iteration 40F: 3 clusters Score -800561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -800568.562500 Penalty: 4406.147949
	Iteration 41Q: 3 clusters Score -800568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -800571.812500 Penalty: 4406.147949
	Iteration 42Q: 3 clusters Score -800571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -800572.500000 Penalty: 4406.147949
	Iteration 43Q: 3 clusters Score -800572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -800573.375000 Penalty: 4406.147949
	Iteration 44Q: 3 clusters Score -800573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -800574.687500 Penalty: 4406.147949
	Iteration 45Q: 3 clusters Score -800574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -800576.687500 Penalty: 4406.147949
	Iteration 46Q: 3 clusters Score -800576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -800577.875000 Penalty: 4406.147949
	Iteration 47Q: 3 clusters Score -800577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -800578.812500 Penalty: 4406.147949
	Iteration 48Q: 3 clusters Score -800578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -800578.812500 Penalty: 4406.147949
	Iteration 49F: 3 clusters Score -800578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -405321.500000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -405321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -401579.968750 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -401580 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402425.031250 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -402425 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -402653.593750 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -402653.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -402828.875000 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -402828.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -402949.281250 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -402949.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -403071.937500 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -403071.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -403199.250000 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -403199.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -403316.531250 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -403316.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -403434.968750 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -403435 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -403630.406250 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -403630.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -403845.718750 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -403845.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -403999.000000 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -403999 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -404125.875000 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -404125.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -404201.187500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -404201.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -404245.593750 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -404245.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -404279.781250 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -404279.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -404300.781250 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -404300.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -404318.312500 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -404318.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -404342.937500 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -404342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -404370.062500 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -404370.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -404391.343750 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -404391.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -404411.437500 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -404411.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -404427.031250 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -404427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -404437.625000 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -404437.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -404447.281250 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -404447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -404452.343750 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -404452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -404457.250000 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -404457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -404462.812500 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -404462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -404466.031250 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -404466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -404469.406250 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -404469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -404472.468750 Penalty: 4078.386475
	Iteration 30Q: 3 clusters Score -404472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -404473.562500 Penalty: 4078.386475
	Iteration 31Q: 3 clusters Score -404473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -404474.031250 Penalty: 4078.386475
	Iteration 32Q: 3 clusters Score -404474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -404474.750000 Penalty: 4078.386475
	Iteration 33Q: 3 clusters Score -404474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -404474.937500 Penalty: 4078.386475
	Iteration 34Q: 3 clusters Score -404474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -404475.062500 Penalty: 4078.386475
	Iteration 35Q: 3 clusters Score -404475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -404476.687500 Penalty: 4078.386475
	Iteration 36Q: 3 clusters Score -404476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -404477.937500 Penalty: 4078.386475
	Iteration 37Q: 3 clusters Score -404477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -404480.000000 Penalty: 4078.386475
	Iteration 38Q: 3 clusters Score -404480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -404480.406250 Penalty: 4078.386475
	Iteration 39Q: 3 clusters Score -404480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -404481.000000 Penalty: 4078.386475
	Iteration 40F: 3 clusters Score -404481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -404481.437500 Penalty: 4078.386475
	Iteration 41Q: 3 clusters Score -404481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -404481.437500 Penalty: 4078.386475
	Iteration 42F: 3 clusters Score -404481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -39965.117188 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -39965.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38540.417969 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -38540.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38732.539062 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -38732.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38840.148438 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -38840.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39006.265625 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -39006.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39088.082031 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -39088.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39152.093750 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -39152.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39203.011719 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -39203.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39268.695312 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -39268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39331.601562 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -39331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39459.058594 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -39459.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39506.816406 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -39506.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39539.558594 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -39539.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39565.050781 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -39565.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39574.937500 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -39574.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39579.289062 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -39579.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39589.859375 Penalty: 3019.040283
	Iteration 15F: 3 clusters Score -39589.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39617.296875 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -39617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39628.105469 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -39628.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39638.464844 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -39638.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39640.808594 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -39640.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39655.347656 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -39655.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39664.113281 Penalty: 3019.040283
	Iteration 21Q: 3 clusters Score -39664.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39676.812500 Penalty: 3019.040283
	Iteration 22Q: 3 clusters Score -39676.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39703.441406 Penalty: 3019.040283
	Iteration 23Q: 3 clusters Score -39703.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39742.117188 Penalty: 3019.040283
	Iteration 24Q: 3 clusters Score -39742.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39755.160156 Penalty: 3019.040283
	Iteration 25Q: 3 clusters Score -39755.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39765.089844 Penalty: 3019.040283
	Iteration 26Q: 3 clusters Score -39765.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39765.089844 Penalty: 3019.040283
	Iteration 27F: 3 clusters Score -39765.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (79660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Entering Unmasked Estep 
Score: -9043303.000000 Penalty: 2798.809570
	Iteration 0F: 2 clusters Score -9043303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8989723.000000 Penalty: 5597.619141
	Iteration 0F: 3 clusters Score -8989723 nChanged 37464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -9011283.000000 Penalty: 5597.619141
	Iteration 1F: 3 clusters Score -9011283 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -9012418.000000 Penalty: 5597.619141
	Iteration 2Q: 3 clusters Score -9012418 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -9013785.000000 Penalty: 5597.619141
	Iteration 3Q: 3 clusters Score -9013785 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -9015711.000000 Penalty: 5597.619141
	Iteration 4Q: 3 clusters Score -9015711 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -9018445.000000 Penalty: 5597.619141
	Iteration 5F: 3 clusters Score -9018445 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -9022212.000000 Penalty: 5597.619141
	Iteration 6F: 3 clusters Score -9022212 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -9026643.000000 Penalty: 5597.619141
	Iteration 7F: 3 clusters Score -9026643 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -9030838.000000 Penalty: 5597.619141
	Iteration 8F: 3 clusters Score -9030838 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -9034297.000000 Penalty: 5597.619141
	Iteration 9Q: 3 clusters Score -9034297 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -9036703.000000 Penalty: 5597.619141
	Iteration 10Q: 3 clusters Score -9036703 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -9038206.000000 Penalty: 5597.619141
	Iteration 11Q: 3 clusters Score -9038206 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -9039058.000000 Penalty: 5597.619141
	Iteration 12Q: 3 clusters Score -9039058 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -9039582.000000 Penalty: 5597.619141
	Iteration 13Q: 3 clusters Score -9039582 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -9039940.000000 Penalty: 5597.619141
	Iteration 14Q: 3 clusters Score -9039940 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -9040187.000000 Penalty: 5597.619141
	Iteration 15Q: 3 clusters Score -9040187 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -9040372.000000 Penalty: 5597.619141
	Iteration 16Q: 3 clusters Score -9040372 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -9040523.000000 Penalty: 5597.619141
	Iteration 17Q: 3 clusters Score -9040523 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9040599.000000 Penalty: 5597.619141
	Iteration 18Q: 3 clusters Score -9040599 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9040680.000000 Penalty: 5597.619141
	Iteration 19Q: 3 clusters Score -9040680 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9040762.000000 Penalty: 5597.619141
	Iteration 20F: 3 clusters Score -9040762 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9040829.000000 Penalty: 5597.619141
	Iteration 21Q: 3 clusters Score -9040829 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -9040871.000000 Penalty: 5597.619141
	Iteration 22Q: 3 clusters Score -9040871 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9040914.000000 Penalty: 5597.619141
	Iteration 23Q: 3 clusters Score -9040914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9040949.000000 Penalty: 5597.619141
	Iteration 24Q: 3 clusters Score -9040949 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9040967.000000 Penalty: 5597.619141
	Iteration 25Q: 3 clusters Score -9040967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9040982.000000 Penalty: 5597.619141
	Iteration 26Q: 3 clusters Score -9040982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9041014.000000 Penalty: 5597.619141
	Iteration 27Q: 3 clusters Score -9041014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9041019.000000 Penalty: 5597.619141
	Iteration 28Q: 3 clusters Score -9041019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9041021.000000 Penalty: 5597.619141
	Iteration 29Q: 3 clusters Score -9041021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9041033.000000 Penalty: 5597.619141
	Iteration 30Q: 3 clusters Score -9041033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9041032.000000 Penalty: 5597.619141
	Iteration 31Q: 3 clusters Score -9041032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9041057.000000 Penalty: 5597.619141
	Iteration 32Q: 3 clusters Score -9041057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9041066.000000 Penalty: 5597.619141
	Iteration 33Q: 3 clusters Score -9041066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9041069.000000 Penalty: 5597.619141
	Iteration 34Q: 3 clusters Score -9041069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9041080.000000 Penalty: 5597.619141
	Iteration 35Q: 3 clusters Score -9041080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9041075.000000 Penalty: 5597.619141
	Iteration 36Q: 3 clusters Score -9041075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9041084.000000 Penalty: 5597.619141
	Iteration 37Q: 3 clusters Score -9041084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9041119.000000 Penalty: 5597.619141
	Iteration 38Q: 3 clusters Score -9041119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9041124.000000 Penalty: 5597.619141
	Iteration 39Q: 3 clusters Score -9041124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9041133.000000 Penalty: 5597.619141
	Iteration 40F: 3 clusters Score -9041133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9041129.000000 Penalty: 5597.619141
	Iteration 41Q: 3 clusters Score -9041129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9041128.000000 Penalty: 5597.619141
	Iteration 42Q: 3 clusters Score -9041128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9041127.000000 Penalty: 5597.619141
	Iteration 43Q: 3 clusters Score -9041127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9041129.000000 Penalty: 5597.619141
	Iteration 44Q: 3 clusters Score -9041129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9041136.000000 Penalty: 5597.619141
	Iteration 45Q: 3 clusters Score -9041136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9041140.000000 Penalty: 5597.619141
	Iteration 46Q: 3 clusters Score -9041140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9041136.000000 Penalty: 5597.619141
	Iteration 47Q: 3 clusters Score -9041136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9041143.000000 Penalty: 5597.619141
	Iteration 48Q: 3 clusters Score -9041143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9041149.000000 Penalty: 5597.619141
	Iteration 49Q: 3 clusters Score -9041149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9041151.000000 Penalty: 5597.619141
	Iteration 50Q: 3 clusters Score -9041151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9041156.000000 Penalty: 5597.619141
	Iteration 51Q: 3 clusters Score -9041156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9041157.000000 Penalty: 5597.619141
	Iteration 52Q: 3 clusters Score -9041157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9041164.000000 Penalty: 5597.619141
	Iteration 53Q: 3 clusters Score -9041164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9041159.000000 Penalty: 5597.619141
	Iteration 54Q: 3 clusters Score -9041159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9041159.000000 Penalty: 5597.619141
	Iteration 55F: 3 clusters Score -9041159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -297534.781250 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -297534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -294312.187500 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -294312.2 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -295018.875000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -295018.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -295256.031250 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -295256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295426.187500 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -295426.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295573.687500 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -295573.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -295669.906250 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -295669.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295742.500000 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -295742.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -295805.218750 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -295805.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -295868.468750 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -295868.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -295925.687500 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -295925.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -295975.906250 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -295975.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -296026.093750 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -296026.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -296082.093750 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -296082.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -296116.312500 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -296116.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296159.812500 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -296159.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -296237.000000 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -296237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -296322.093750 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -296322.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -296417.468750 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -296417.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -296500.156250 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -296500.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -296557.156250 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -296557.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -296603.156250 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -296603.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -296630.000000 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -296630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -296652.031250 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -296652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -296670.062500 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -296670.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -296681.968750 Penalty: 3972.149414
	Iteration 24Q: 3 clusters Score -296682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -296689.718750 Penalty: 3972.149414
	Iteration 25Q: 3 clusters Score -296689.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -296696.531250 Penalty: 3972.149414
	Iteration 26Q: 3 clusters Score -296696.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -296705.125000 Penalty: 3972.149414
	Iteration 27Q: 3 clusters Score -296705.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -296718.156250 Penalty: 3972.149414
	Iteration 28Q: 3 clusters Score -296718.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -296731.843750 Penalty: 3972.149414
	Iteration 29Q: 3 clusters Score -296731.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -296748.187500 Penalty: 3972.149414
	Iteration 30Q: 3 clusters Score -296748.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -296763.375000 Penalty: 3972.149414
	Iteration 31Q: 3 clusters Score -296763.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -296780.406250 Penalty: 3972.149414
	Iteration 32Q: 3 clusters Score -296780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -296788.781250 Penalty: 3972.149414
	Iteration 33Q: 3 clusters Score -296788.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -296796.562500 Penalty: 3972.149414
	Iteration 34Q: 3 clusters Score -296796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -296803.281250 Penalty: 3972.149414
	Iteration 35Q: 3 clusters Score -296803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -296807.250000 Penalty: 3972.149414
	Iteration 36Q: 3 clusters Score -296807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -296810.531250 Penalty: 3972.149414
	Iteration 37Q: 3 clusters Score -296810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -296812.093750 Penalty: 3972.149414
	Iteration 38Q: 3 clusters Score -296812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -296813.437500 Penalty: 3972.149414
	Iteration 39Q: 3 clusters Score -296813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -296815.750000 Penalty: 3972.149414
	Iteration 40F: 3 clusters Score -296815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -296818.000000 Penalty: 3972.149414
	Iteration 41Q: 3 clusters Score -296818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -296821.187500 Penalty: 3972.149414
	Iteration 42Q: 3 clusters Score -296821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -296823.843750 Penalty: 3972.149414
	Iteration 43Q: 3 clusters Score -296823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -296827.031250 Penalty: 3972.149414
	Iteration 44Q: 3 clusters Score -296827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -296828.718750 Penalty: 3972.149414
	Iteration 45Q: 3 clusters Score -296828.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -296834.437500 Penalty: 3972.149414
	Iteration 46Q: 3 clusters Score -296834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -296838.937500 Penalty: 3972.149414
	Iteration 47Q: 3 clusters Score -296838.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -296844.937500 Penalty: 3972.149414
	Iteration 48Q: 3 clusters Score -296844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -296849.968750 Penalty: 3972.149414
	Iteration 49Q: 3 clusters Score -296850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -296853.187500 Penalty: 3972.149414
	Iteration 50Q: 3 clusters Score -296853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -296857.187500 Penalty: 3972.149414
	Iteration 51Q: 3 clusters Score -296857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -296860.562500 Penalty: 3972.149414
	Iteration 52Q: 3 clusters Score -296860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -296863.062500 Penalty: 3972.149414
	Iteration 53Q: 3 clusters Score -296863.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -296867.750000 Penalty: 3972.149414
	Iteration 54Q: 3 clusters Score -296867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -296868.437500 Penalty: 3972.149414
	Iteration 55Q: 3 clusters Score -296868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -296869.500000 Penalty: 3972.149414
	Iteration 56Q: 3 clusters Score -296869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -296870.281250 Penalty: 3972.149414
	Iteration 57Q: 3 clusters Score -296870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -296872.875000 Penalty: 3972.149414
	Iteration 58Q: 3 clusters Score -296872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -296875.218750 Penalty: 3972.149414
	Iteration 59Q: 3 clusters Score -296875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -296875.468750 Penalty: 3972.149414
	Iteration 60F: 3 clusters Score -296875.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Entering Unmasked Estep 
Score: -1815507.875000 Penalty: 2398.029297
	Iteration 0F: 2 clusters Score -1815508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1804086.625000 Penalty: 4796.058594
	Iteration 0F: 3 clusters Score -1804087 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1807653.500000 Penalty: 4796.058594
	Iteration 1F: 3 clusters Score -1807654 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1808015.625000 Penalty: 4796.058594
	Iteration 2F: 3 clusters Score -1808016 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1808284.250000 Penalty: 4796.058594
	Iteration 3Q: 3 clusters Score -1808284 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1808517.500000 Penalty: 4796.058594
	Iteration 4Q: 3 clusters Score -1808518 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1808746.250000 Penalty: 4796.058594
	Iteration 5Q: 3 clusters Score -1808746 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1809004.750000 Penalty: 4796.058594
	Iteration 6Q: 3 clusters Score -1809005 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1809330.250000 Penalty: 4796.058594
	Iteration 7Q: 3 clusters Score -1809330 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1809724.250000 Penalty: 4796.058594
	Iteration 8Q: 3 clusters Score -1809724 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1810255.625000 Penalty: 4796.058594
	Iteration 9F: 3 clusters Score -1810256 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1810908.000000 Penalty: 4796.058594
	Iteration 10F: 3 clusters Score -1810908 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1811627.250000 Penalty: 4796.058594
	Iteration 11F: 3 clusters Score -1811627 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1812274.125000 Penalty: 4796.058594
	Iteration 12Q: 3 clusters Score -1812274 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1812769.000000 Penalty: 4796.058594
	Iteration 13Q: 3 clusters Score -1812769 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1813073.375000 Penalty: 4796.058594
	Iteration 14Q: 3 clusters Score -1813073 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1813241.250000 Penalty: 4796.058594
	Iteration 15Q: 3 clusters Score -1813241 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1813344.875000 Penalty: 4796.058594
	Iteration 16Q: 3 clusters Score -1813345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1813383.625000 Penalty: 4796.058594
	Iteration 17Q: 3 clusters Score -1813384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1813430.750000 Penalty: 4796.058594
	Iteration 18Q: 3 clusters Score -1813431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1813461.625000 Penalty: 4796.058594
	Iteration 19Q: 3 clusters Score -1813462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1813473.875000 Penalty: 4796.058594
	Iteration 20F: 3 clusters Score -1813474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1813485.125000 Penalty: 4796.058594
	Iteration 21Q: 3 clusters Score -1813485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1813494.500000 Penalty: 4796.058594
	Iteration 22Q: 3 clusters Score -1813494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1813501.375000 Penalty: 4796.058594
	Iteration 23Q: 3 clusters Score -1813501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1813513.125000 Penalty: 4796.058594
	Iteration 24Q: 3 clusters Score -1813513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1813516.875000 Penalty: 4796.058594
	Iteration 25Q: 3 clusters Score -1813517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1813521.875000 Penalty: 4796.058594
	Iteration 26Q: 3 clusters Score -1813522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1813528.375000 Penalty: 4796.058594
	Iteration 27Q: 3 clusters Score -1813528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1813538.125000 Penalty: 4796.058594
	Iteration 28Q: 3 clusters Score -1813538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1813544.000000 Penalty: 4796.058594
	Iteration 29Q: 3 clusters Score -1813544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1813542.875000 Penalty: 4796.058594
	Iteration 30Q: 3 clusters Score -1813543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1813544.875000 Penalty: 4796.058594
	Iteration 31Q: 3 clusters Score -1813545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1813545.500000 Penalty: 4796.058594
	Iteration 32Q: 3 clusters Score -1813546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1813548.500000 Penalty: 4796.058594
	Iteration 33Q: 3 clusters Score -1813548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1813545.750000 Penalty: 4796.058594
	Iteration 34Q: 3 clusters Score -1813546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1813546.875000 Penalty: 4796.058594
	Iteration 35Q: 3 clusters Score -1813547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1813550.500000 Penalty: 4796.058594
	Iteration 36Q: 3 clusters Score -1813550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1813550.500000 Penalty: 4796.058594
	Iteration 37F: 3 clusters Score -1813550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Entering Unmasked Estep 
Score: -2203330.750000 Penalty: 2444.542236
	Iteration 0F: 2 clusters Score -2203331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2189818.000000 Penalty: 4889.084473
	Iteration 0F: 3 clusters Score -2189818 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2194233.750000 Penalty: 4889.084473
	Iteration 1F: 3 clusters Score -2194234 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2194598.750000 Penalty: 4889.084473
	Iteration 2F: 3 clusters Score -2194599 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2194867.250000 Penalty: 4889.084473
	Iteration 3Q: 3 clusters Score -2194867 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2195048.500000 Penalty: 4889.084473
	Iteration 4Q: 3 clusters Score -2195048 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2195223.250000 Penalty: 4889.084473
	Iteration 5Q: 3 clusters Score -2195223 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2195383.750000 Penalty: 4889.084473
	Iteration 6Q: 3 clusters Score -2195384 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2195596.500000 Penalty: 4889.084473
	Iteration 7Q: 3 clusters Score -2195596 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2195821.000000 Penalty: 4889.084473
	Iteration 8Q: 3 clusters Score -2195821 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2196126.750000 Penalty: 4889.084473
	Iteration 9Q: 3 clusters Score -2196127 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2196530.000000 Penalty: 4889.084473
	Iteration 10Q: 3 clusters Score -2196530 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2197084.000000 Penalty: 4889.084473
	Iteration 11Q: 3 clusters Score -2197084 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2197747.000000 Penalty: 4889.084473
	Iteration 12Q: 3 clusters Score -2197747 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2198464.750000 Penalty: 4889.084473
	Iteration 13Q: 3 clusters Score -2198465 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2199188.500000 Penalty: 4889.084473
	Iteration 14Q: 3 clusters Score -2199188 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2199776.750000 Penalty: 4889.084473
	Iteration 15Q: 3 clusters Score -2199777 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2200222.750000 Penalty: 4889.084473
	Iteration 16Q: 3 clusters Score -2200223 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2200523.500000 Penalty: 4889.084473
	Iteration 17Q: 3 clusters Score -2200524 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2200706.250000 Penalty: 4889.084473
	Iteration 18Q: 3 clusters Score -2200706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2200828.250000 Penalty: 4889.084473
	Iteration 19Q: 3 clusters Score -2200828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2200925.750000 Penalty: 4889.084473
	Iteration 20F: 3 clusters Score -2200926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2200989.750000 Penalty: 4889.084473
	Iteration 21Q: 3 clusters Score -2200990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2201036.250000 Penalty: 4889.084473
	Iteration 22Q: 3 clusters Score -2201036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2201063.750000 Penalty: 4889.084473
	Iteration 23Q: 3 clusters Score -2201064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2201083.000000 Penalty: 4889.084473
	Iteration 24Q: 3 clusters Score -2201083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2201097.500000 Penalty: 4889.084473
	Iteration 25Q: 3 clusters Score -2201098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2201117.250000 Penalty: 4889.084473
	Iteration 26Q: 3 clusters Score -2201117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2201132.250000 Penalty: 4889.084473
	Iteration 27Q: 3 clusters Score -2201132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2201142.750000 Penalty: 4889.084473
	Iteration 28Q: 3 clusters Score -2201143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2201147.000000 Penalty: 4889.084473
	Iteration 29Q: 3 clusters Score -2201147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2201151.500000 Penalty: 4889.084473
	Iteration 30Q: 3 clusters Score -2201152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2201156.750000 Penalty: 4889.084473
	Iteration 31Q: 3 clusters Score -2201157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2201161.000000 Penalty: 4889.084473
	Iteration 32Q: 3 clusters Score -2201161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2201161.750000 Penalty: 4889.084473
	Iteration 33Q: 3 clusters Score -2201162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2201161.750000 Penalty: 4889.084473
	Iteration 34F: 3 clusters Score -2201162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -42670.667969 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -42670.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41252.968750 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -41252.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41464.097656 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -41464.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41559.835938 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -41559.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41709.871094 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -41709.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41878.750000 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -41878.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41953.363281 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -41953.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41983.472656 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -41983.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42002.847656 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -42002.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42024.605469 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -42024.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42036.816406 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -42036.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42044.894531 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -42044.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42057.187500 Penalty: 3038.927246
	Iteration 11Q: 3 clusters Score -42057.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42062.972656 Penalty: 3038.927246
	Iteration 12Q: 3 clusters Score -42062.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42062.972656 Penalty: 3038.927246
	Iteration 13F: 3 clusters Score -42062.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -51309.429688 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -51309.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49764.238281 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -49764.24 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49940.718750 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -49940.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50007.332031 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -50007.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50036.078125 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -50036.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50053.300781 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -50053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50058.421875 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -50058.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50060.351562 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -50060.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50065.074219 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -50065.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50068.660156 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -50068.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50068.660156 Penalty: 3089.341309
	Iteration 9F: 3 clusters Score -50068.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -75164.140625 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -75164.14 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 431 members 
Entering Unmasked Estep 
Score: -73434.179688 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -73434.18 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74102.976562 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -74102.98 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74692.281250 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -74692.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75037.945312 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -75037.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75318.859375 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -75318.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75499.210938 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -75499.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75568.281250 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -75568.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75692.117188 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -75692.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75943.601562 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -75943.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76273.562500 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -76273.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76485.296875 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -76485.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76716.734375 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -76716.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76779.882812 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -76779.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76779.882812 Penalty: 3349.705322
	Iteration 13F: 3 clusters Score -76779.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328303 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 40013 members 
Mstep: Class 5 contains 109659 members 
Mstep: Class 6 contains 20763 members 
Mstep: Class 7 contains 40632 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50158 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39837 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17360 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114621 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79660 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 19092 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14558 members 
Mstep: Class 41 contains 366 members 
Mstep: Class 42 contains 491 members 
Entering Unmasked Estep 
Score: -110935640.000000 Penalty: 144037.250000
Splitting cluster 34 changes total score from -110935936.000000 to -110935640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -676558.562500 Penalty: 2161.212646
	Iteration 0F: 2 clusters Score -676558.6 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 3075 members 
Entering Unmasked Estep 
Score: -671310.250000 Penalty: 4322.425293
	Iteration 0F: 3 clusters Score -671310.2 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -672635.000000 Penalty: 4322.425293
	Iteration 1F: 3 clusters Score -672635 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -672981.125000 Penalty: 4322.425293
	Iteration 2F: 3 clusters Score -672981.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -673388.000000 Penalty: 4322.425293
	Iteration 3F: 3 clusters Score -673388 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -673982.000000 Penalty: 4322.425293
	Iteration 4F: 3 clusters Score -673982 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -674526.062500 Penalty: 4322.425293
	Iteration 5F: 3 clusters Score -674526.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -674916.375000 Penalty: 4322.425293
	Iteration 6F: 3 clusters Score -674916.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -675171.562500 Penalty: 4322.425293
	Iteration 7F: 3 clusters Score -675171.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -675350.875000 Penalty: 4322.425293
	Iteration 8Q: 3 clusters Score -675350.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -675506.500000 Penalty: 4322.425293
	Iteration 9Q: 3 clusters Score -675506.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -675633.687500 Penalty: 4322.425293
	Iteration 10Q: 3 clusters Score -675633.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -675730.937500 Penalty: 4322.425293
	Iteration 11Q: 3 clusters Score -675730.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -675791.562500 Penalty: 4322.425293
	Iteration 12Q: 3 clusters Score -675791.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -675841.312500 Penalty: 4322.425293
	Iteration 13Q: 3 clusters Score -675841.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -675882.062500 Penalty: 4322.425293
	Iteration 14Q: 3 clusters Score -675882.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -675918.250000 Penalty: 4322.425293
	Iteration 15Q: 3 clusters Score -675918.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -675951.437500 Penalty: 4322.425293
	Iteration 16Q: 3 clusters Score -675951.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -675977.500000 Penalty: 4322.425293
	Iteration 17Q: 3 clusters Score -675977.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -676000.562500 Penalty: 4322.425293
	Iteration 18Q: 3 clusters Score -676000.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -676021.437500 Penalty: 4322.425293
	Iteration 19Q: 3 clusters Score -676021.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -676048.000000 Penalty: 4322.425293
	Iteration 20F: 3 clusters Score -676048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -676061.375000 Penalty: 4322.425293
	Iteration 21Q: 3 clusters Score -676061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -676066.687500 Penalty: 4322.425293
	Iteration 22Q: 3 clusters Score -676066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -676071.375000 Penalty: 4322.425293
	Iteration 23Q: 3 clusters Score -676071.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -676077.937500 Penalty: 4322.425293
	Iteration 24Q: 3 clusters Score -676077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -676083.000000 Penalty: 4322.425293
	Iteration 25Q: 3 clusters Score -676083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -676083.062500 Penalty: 4322.425293
	Iteration 26Q: 3 clusters Score -676083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -676085.187500 Penalty: 4322.425293
	Iteration 27Q: 3 clusters Score -676085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -676086.125000 Penalty: 4322.425293
	Iteration 28Q: 3 clusters Score -676086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -676086.125000 Penalty: 4322.425293
	Iteration 29F: 3 clusters Score -676086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -33088.082031 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -33088.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31870.242188 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31870.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32094.693359 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -32094.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32144.019531 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -32144.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32160.130859 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -32160.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32166.898438 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -32166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32171.099609 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -32171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32171.099609 Penalty: 2895.514160
	Iteration 6F: 3 clusters Score -32171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -15083.209961 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -15083.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14051.132812 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -14051.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14169.537109 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -14169.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14229.966797 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -14229.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14256.618164 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -14256.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14259.174805 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -14259.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14259.174805 Penalty: 2645.028564
	Iteration 5F: 3 clusters Score -14259.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -219963.718750 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -219963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -217323.140625 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -217323.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217810.750000 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -217810.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217988.921875 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -217988.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -218116.437500 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -218116.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -218203.500000 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -218203.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -218268.640625 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -218268.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -218362.265625 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -218362.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218464.093750 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -218464.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -218560.640625 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -218560.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -218624.015625 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -218624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218671.062500 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -218671.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -218696.359375 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -218696.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -218718.921875 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -218718.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -218730.062500 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -218730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -218734.796875 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -218734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -218738.984375 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -218739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -218740.609375 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -218740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -218742.218750 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -218742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -218744.328125 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -218744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -218748.375000 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -218748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -218752.031250 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -218752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -218755.828125 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -218755.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -218759.156250 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -218759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -218762.000000 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -218762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -218769.328125 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -218769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -218772.156250 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -218772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -218772.156250 Penalty: 3778.896240
	Iteration 26F: 3 clusters Score -218772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -30315.320312 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -30315.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29016.250000 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -29016.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29364.085938 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -29364.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29493.369141 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -29493.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29629.994141 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -29629.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29708.318359 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -29708.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29742.625000 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -29742.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29790.945312 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -29790.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29831.375000 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -29831.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29847.451172 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -29847.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29858.453125 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -29858.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29863.996094 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -29864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29863.996094 Penalty: 2933.097656
	Iteration 11F: 3 clusters Score -29864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Entering Unmasked Estep 
Score: -1683857.875000 Penalty: 2377.302002
	Iteration 0F: 2 clusters Score -1683858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1673262.125000 Penalty: 4754.604004
	Iteration 0F: 3 clusters Score -1673262 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1676578.500000 Penalty: 4754.604004
	Iteration 1F: 3 clusters Score -1676578 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1676914.500000 Penalty: 4754.604004
	Iteration 2F: 3 clusters Score -1676914 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1677174.375000 Penalty: 4754.604004
	Iteration 3Q: 3 clusters Score -1677174 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1677402.250000 Penalty: 4754.604004
	Iteration 4Q: 3 clusters Score -1677402 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1677607.375000 Penalty: 4754.604004
	Iteration 5Q: 3 clusters Score -1677607 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1677818.000000 Penalty: 4754.604004
	Iteration 6Q: 3 clusters Score -1677818 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1678038.750000 Penalty: 4754.604004
	Iteration 7Q: 3 clusters Score -1678039 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1678262.625000 Penalty: 4754.604004
	Iteration 8Q: 3 clusters Score -1678263 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1678474.250000 Penalty: 4754.604004
	Iteration 9Q: 3 clusters Score -1678474 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1678729.875000 Penalty: 4754.604004
	Iteration 10Q: 3 clusters Score -1678730 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1679028.750000 Penalty: 4754.604004
	Iteration 11Q: 3 clusters Score -1679029 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1679366.125000 Penalty: 4754.604004
	Iteration 12Q: 3 clusters Score -1679366 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1679783.125000 Penalty: 4754.604004
	Iteration 13Q: 3 clusters Score -1679783 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1680225.375000 Penalty: 4754.604004
	Iteration 14Q: 3 clusters Score -1680225 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1680700.500000 Penalty: 4754.604004
	Iteration 15Q: 3 clusters Score -1680700 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1681147.250000 Penalty: 4754.604004
	Iteration 16Q: 3 clusters Score -1681147 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1681500.250000 Penalty: 4754.604004
	Iteration 17Q: 3 clusters Score -1681500 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1681705.875000 Penalty: 4754.604004
	Iteration 18Q: 3 clusters Score -1681706 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1681830.125000 Penalty: 4754.604004
	Iteration 19Q: 3 clusters Score -1681830 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1681949.125000 Penalty: 4754.604004
	Iteration 20F: 3 clusters Score -1681949 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1682054.500000 Penalty: 4754.604004
	Iteration 21Q: 3 clusters Score -1682054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1682128.875000 Penalty: 4754.604004
	Iteration 22Q: 3 clusters Score -1682129 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1682205.500000 Penalty: 4754.604004
	Iteration 23Q: 3 clusters Score -1682206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1682289.250000 Penalty: 4754.604004
	Iteration 24Q: 3 clusters Score -1682289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1682367.625000 Penalty: 4754.604004
	Iteration 25Q: 3 clusters Score -1682368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1682444.625000 Penalty: 4754.604004
	Iteration 26Q: 3 clusters Score -1682445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1682481.875000 Penalty: 4754.604004
	Iteration 27Q: 3 clusters Score -1682482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1682517.125000 Penalty: 4754.604004
	Iteration 28Q: 3 clusters Score -1682517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1682550.000000 Penalty: 4754.604004
	Iteration 29Q: 3 clusters Score -1682550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1682585.625000 Penalty: 4754.604004
	Iteration 30Q: 3 clusters Score -1682586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1682605.875000 Penalty: 4754.604004
	Iteration 31Q: 3 clusters Score -1682606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1682621.750000 Penalty: 4754.604004
	Iteration 32Q: 3 clusters Score -1682622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1682640.250000 Penalty: 4754.604004
	Iteration 33Q: 3 clusters Score -1682640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1682656.125000 Penalty: 4754.604004
	Iteration 34Q: 3 clusters Score -1682656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1682672.875000 Penalty: 4754.604004
	Iteration 35Q: 3 clusters Score -1682673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1682689.375000 Penalty: 4754.604004
	Iteration 36Q: 3 clusters Score -1682689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1682700.625000 Penalty: 4754.604004
	Iteration 37Q: 3 clusters Score -1682701 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1682713.500000 Penalty: 4754.604004
	Iteration 38Q: 3 clusters Score -1682714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1682723.000000 Penalty: 4754.604004
	Iteration 39Q: 3 clusters Score -1682723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1682735.625000 Penalty: 4754.604004
	Iteration 40F: 3 clusters Score -1682736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1682744.250000 Penalty: 4754.604004
	Iteration 41Q: 3 clusters Score -1682744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1682753.500000 Penalty: 4754.604004
	Iteration 42Q: 3 clusters Score -1682754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1682751.125000 Penalty: 4754.604004
	Iteration 43Q: 3 clusters Score -1682751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1682751.375000 Penalty: 4754.604004
	Iteration 44Q: 3 clusters Score -1682751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1682752.875000 Penalty: 4754.604004
	Iteration 45Q: 3 clusters Score -1682753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1682754.000000 Penalty: 4754.604004
	Iteration 46Q: 3 clusters Score -1682754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1682761.375000 Penalty: 4754.604004
	Iteration 47Q: 3 clusters Score -1682761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1682761.875000 Penalty: 4754.604004
	Iteration 48Q: 3 clusters Score -1682762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1682760.250000 Penalty: 4754.604004
	Iteration 49Q: 3 clusters Score -1682760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1682763.750000 Penalty: 4754.604004
	Iteration 50Q: 3 clusters Score -1682764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1682759.375000 Penalty: 4754.604004
	Iteration 51Q: 3 clusters Score -1682759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1682765.250000 Penalty: 4754.604004
	Iteration 52Q: 3 clusters Score -1682765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1682762.125000 Penalty: 4754.604004
	Iteration 53Q: 3 clusters Score -1682762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1682761.250000 Penalty: 4754.604004
	Iteration 54Q: 3 clusters Score -1682761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1682758.750000 Penalty: 4754.604004
	Iteration 55Q: 3 clusters Score -1682759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1682761.375000 Penalty: 4754.604004
	Iteration 56Q: 3 clusters Score -1682761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1682760.875000 Penalty: 4754.604004
	Iteration 57Q: 3 clusters Score -1682761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1682760.875000 Penalty: 4754.604004
	Iteration 58F: 3 clusters Score -1682761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -32420.142578 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -32420.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31059.236328 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -31059.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31182.386719 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -31182.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31234.441406 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -31234.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31269.113281 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -31269.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31281.464844 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -31281.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31288.505859 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -31288.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31290.744141 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -31290.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31290.744141 Penalty: 2927.706055
	Iteration 7F: 3 clusters Score -31290.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328303 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 40013 members 
Mstep: Class 5 contains 109659 members 
Mstep: Class 6 contains 20763 members 
Mstep: Class 7 contains 40632 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50158 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 39837 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17360 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114621 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79660 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 19092 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14558 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935840.000000 Penalty: 140607.781250
Iteration 239Q: 42 clusters Score -1.109358e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328298 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14651 members 
Mstep: Class 4 contains 40010 members 
Mstep: Class 5 contains 109659 members 
Mstep: Class 6 contains 20771 members 
Mstep: Class 7 contains 40631 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16417 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 39820 members 
Mstep: Class 20 contains 3853 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17352 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114581 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79659 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 19097 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14612 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935824.000000 Penalty: 140607.781250
Iteration 240F: 42 clusters Score -1.109358e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328322 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 40003 members 
Mstep: Class 5 contains 109661 members 
Mstep: Class 6 contains 20778 members 
Mstep: Class 7 contains 40630 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16427 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50165 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 15144 members 
Mstep: Class 19 contains 39796 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17346 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114524 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79651 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 15828 members 
Mstep: Class 31 contains 19103 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14656 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 241Q: 42 clusters Score -1.109357e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328358 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 4 contains 40003 members 
Mstep: Class 5 contains 109660 members 
Mstep: Class 6 contains 20787 members 
Mstep: Class 7 contains 40632 members 
Mstep: Class 8 contains 9515 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16432 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50164 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 39771 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17343 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114469 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79647 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 15830 members 
Mstep: Class 31 contains 19104 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14690 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935784.000000 Penalty: 140607.781250
Iteration 242Q: 42 clusters Score -1.109358e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328398 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 40001 members 
Mstep: Class 5 contains 109660 members 
Mstep: Class 6 contains 20799 members 
Mstep: Class 7 contains 40631 members 
Mstep: Class 8 contains 9509 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16436 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 50161 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 4908 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17342 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114425 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79633 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 15829 members 
Mstep: Class 31 contains 19105 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935808.000000 Penalty: 140607.781250
Iteration 243Q: 42 clusters Score -1.109358e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328426 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 39995 members 
Mstep: Class 5 contains 109661 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 40621 members 
Mstep: Class 8 contains 9502 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16439 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 50164 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 4908 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 39749 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17339 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114390 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79626 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 15828 members 
Mstep: Class 31 contains 19105 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935920.000000 Penalty: 140607.781250
Iteration 244Q: 42 clusters Score -1.109359e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328460 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 39987 members 
Mstep: Class 5 contains 109660 members 
Mstep: Class 6 contains 20834 members 
Mstep: Class 7 contains 40607 members 
Mstep: Class 8 contains 9500 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16445 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 50165 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 4908 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 15147 members 
Mstep: Class 19 contains 39738 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17340 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114340 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79621 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14754 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935944.000000 Penalty: 140607.781250
Iteration 245Q: 42 clusters Score -1.109359e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328507 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 39981 members 
Mstep: Class 5 contains 109662 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 40595 members 
Mstep: Class 8 contains 9494 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16451 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 50167 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 4909 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 15147 members 
Mstep: Class 19 contains 39730 members 
Mstep: Class 20 contains 3847 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17337 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114287 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79616 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14767 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935864.000000 Penalty: 140607.781250
Iteration 246Q: 42 clusters Score -1.109359e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328522 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 39981 members 
Mstep: Class 5 contains 109663 members 
Mstep: Class 6 contains 20870 members 
Mstep: Class 7 contains 40581 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16456 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50169 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 4909 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 39725 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17329 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114254 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79609 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15826 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14788 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935896.000000 Penalty: 140607.781250
Iteration 247Q: 42 clusters Score -1.109359e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328536 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 39985 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 20888 members 
Mstep: Class 7 contains 40569 members 
Mstep: Class 8 contains 9495 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 16452 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50169 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 39724 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17324 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114215 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79606 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15828 members 
Mstep: Class 31 contains 19110 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14806 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935888.000000 Penalty: 140607.781250
Iteration 248Q: 42 clusters Score -1.109359e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328553 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 39984 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 40560 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16451 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50167 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 39721 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17322 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114177 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79602 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15830 members 
Mstep: Class 31 contains 19112 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14829 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935872.000000 Penalty: 140607.781250
Iteration 249Q: 42 clusters Score -1.109359e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328573 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 39982 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 20922 members 
Mstep: Class 7 contains 40552 members 
Mstep: Class 8 contains 9494 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16453 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50165 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 15152 members 
Mstep: Class 19 contains 39716 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17319 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114143 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79598 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15831 members 
Mstep: Class 31 contains 19112 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2035 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14849 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935840.000000 Penalty: 140607.781250
Iteration 250Q: 42 clusters Score -1.109358e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328595 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 39977 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 40545 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16454 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50167 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15152 members 
Mstep: Class 19 contains 39708 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17311 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114112 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79599 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15833 members 
Mstep: Class 31 contains 19111 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14862 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935712.000000 Penalty: 140607.781250
Iteration 251Q: 42 clusters Score -1.109357e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328607 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 40537 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16457 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50168 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15152 members 
Mstep: Class 19 contains 39704 members 
Mstep: Class 20 contains 3842 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17304 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114089 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79598 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15834 members 
Mstep: Class 31 contains 19110 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14871 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935784.000000 Penalty: 140607.781250
Iteration 252Q: 42 clusters Score -1.109358e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328624 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 39979 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 20969 members 
Mstep: Class 7 contains 40528 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16459 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50168 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39696 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114062 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79598 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15835 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14882 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935816.000000 Penalty: 140607.781250
Iteration 253Q: 42 clusters Score -1.109358e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328640 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 39982 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 40522 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16461 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50169 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39692 members 
Mstep: Class 20 contains 3837 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17298 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114030 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79597 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15836 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14894 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 254Q: 42 clusters Score -1.109357e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328649 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 39984 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 20986 members 
Mstep: Class 7 contains 40520 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16462 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50170 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39690 members 
Mstep: Class 20 contains 3834 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17299 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 114000 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79596 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15836 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14904 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935880.000000 Penalty: 140607.781250
Iteration 255Q: 42 clusters Score -1.109359e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328652 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 39984 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 20988 members 
Mstep: Class 7 contains 40516 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50172 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39686 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17297 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113981 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79596 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15837 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14919 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935936.000000 Penalty: 140607.781250
Iteration 256Q: 42 clusters Score -1.109359e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328649 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 39988 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 20992 members 
Mstep: Class 7 contains 40512 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16462 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50174 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39680 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17298 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113963 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79599 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15837 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14936 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935960.000000 Penalty: 140607.781250
Iteration 257Q: 42 clusters Score -1.10936e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328645 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 39992 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 20997 members 
Mstep: Class 7 contains 40506 members 
Mstep: Class 8 contains 9495 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50175 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39678 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17297 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113951 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79602 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14943 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935984.000000 Penalty: 140607.781250
Iteration 258Q: 42 clusters Score -1.10936e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328651 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 39990 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21004 members 
Mstep: Class 7 contains 40502 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50174 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39673 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17293 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113932 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79609 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14952 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935976.000000 Penalty: 140607.781250
Iteration 259Q: 42 clusters Score -1.10936e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328653 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14709 members 
Mstep: Class 4 contains 39987 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21010 members 
Mstep: Class 7 contains 40501 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50174 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39668 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17291 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113914 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79614 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15842 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14964 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936024.000000 Penalty: 140607.781250
Iteration 260F: 42 clusters Score -1.10936e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328665 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14710 members 
Mstep: Class 4 contains 39987 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21013 members 
Mstep: Class 7 contains 40500 members 
Mstep: Class 8 contains 9494 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50177 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39661 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17288 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113899 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79612 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14974 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935976.000000 Penalty: 140607.781250
Iteration 261Q: 42 clusters Score -1.10936e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328678 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 4 contains 39988 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21016 members 
Mstep: Class 7 contains 40500 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50182 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39656 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17281 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 113882 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79608 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14982 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935944.000000 Penalty: 140607.781250
Iteration 262Q: 42 clusters Score -1.109359e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328682 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39989 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21021 members 
Mstep: Class 7 contains 40498 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39652 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113869 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79608 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14988 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935992.000000 Penalty: 140607.781250
Iteration 263Q: 42 clusters Score -1.10936e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328689 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39991 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21027 members 
Mstep: Class 7 contains 40494 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 15157 members 
Mstep: Class 19 contains 39646 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17278 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113860 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79605 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14991 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935984.000000 Penalty: 140607.781250
Iteration 264Q: 42 clusters Score -1.10936e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328693 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39992 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21032 members 
Mstep: Class 7 contains 40493 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 15157 members 
Mstep: Class 19 contains 39645 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17277 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113854 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79604 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14995 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935976.000000 Penalty: 140607.781250
Iteration 265Q: 42 clusters Score -1.10936e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328694 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39992 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21034 members 
Mstep: Class 7 contains 40494 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 15157 members 
Mstep: Class 19 contains 39644 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17281 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113848 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79602 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 14998 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935960.000000 Penalty: 140607.781250
Iteration 266Q: 42 clusters Score -1.10936e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328693 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39991 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21038 members 
Mstep: Class 7 contains 40493 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39643 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17286 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113841 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79602 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15001 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935976.000000 Penalty: 140607.781250
Iteration 267Q: 42 clusters Score -1.10936e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328697 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39989 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21042 members 
Mstep: Class 7 contains 40493 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17286 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113835 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79599 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15003 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936008.000000 Penalty: 140607.781250
Iteration 268Q: 42 clusters Score -1.10936e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328701 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39988 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21048 members 
Mstep: Class 7 contains 40490 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17281 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113833 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79597 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15005 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936040.000000 Penalty: 140607.781250
Iteration 269Q: 42 clusters Score -1.10936e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328696 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39985 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21057 members 
Mstep: Class 7 contains 40489 members 
Mstep: Class 8 contains 9499 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17281 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113831 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79598 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15005 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936008.000000 Penalty: 140607.781250
Iteration 270Q: 42 clusters Score -1.10936e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328696 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39984 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21067 members 
Mstep: Class 7 contains 40489 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17274 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113828 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79596 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15005 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935984.000000 Penalty: 140607.781250
Iteration 271Q: 42 clusters Score -1.10936e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328695 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39982 members 
Mstep: Class 5 contains 109671 members 
Mstep: Class 6 contains 21081 members 
Mstep: Class 7 contains 40488 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17265 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113826 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79595 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15005 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935992.000000 Penalty: 140607.781250
Iteration 272Q: 42 clusters Score -1.10936e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328697 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39981 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21091 members 
Mstep: Class 7 contains 40487 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39641 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17255 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113823 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79594 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15005 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935944.000000 Penalty: 140607.781250
Iteration 273Q: 42 clusters Score -1.109359e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328695 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39977 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21097 members 
Mstep: Class 7 contains 40483 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 39641 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17257 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113820 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79593 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2037 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15006 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935992.000000 Penalty: 140607.781250
Iteration 274Q: 42 clusters Score -1.10936e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328697 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21105 members 
Mstep: Class 7 contains 40480 members 
Mstep: Class 8 contains 9509 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39641 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17257 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113814 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79591 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2038 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15009 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936056.000000 Penalty: 140607.781250
Iteration 275Q: 42 clusters Score -1.109361e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328696 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39975 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21108 members 
Mstep: Class 7 contains 40480 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39640 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17257 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113808 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79591 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2040 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15009 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935968.000000 Penalty: 140607.781250
Iteration 276Q: 42 clusters Score -1.10936e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328701 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21109 members 
Mstep: Class 7 contains 40480 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17258 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113803 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79589 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2041 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15010 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935912.000000 Penalty: 140607.781250
Iteration 277Q: 42 clusters Score -1.109359e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328701 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21112 members 
Mstep: Class 7 contains 40481 members 
Mstep: Class 8 contains 9515 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17256 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113798 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79588 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15011 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935912.000000 Penalty: 140607.781250
Iteration 278Q: 42 clusters Score -1.109359e+08 nChanged 22
Entering ConstructFrom: 
Score: -110935912.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (328700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328700 members 
Entering Unmasked Estep 
Score: -36966984.000000 Penalty: 3150.319336
	Iteration 0F: 2 clusters Score -3.696698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 164463 members 
Entering Unmasked Estep 
Score: -36762796.000000 Penalty: 6300.638672
	Iteration 0F: 3 clusters Score -3.67628e+07 nChanged 159497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 173672 members 
Entering Unmasked Estep 
Score: -36857336.000000 Penalty: 6300.638672
	Iteration 1F: 3 clusters Score -3.685734e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149905 members 
Mstep: Class 2 contains 178795 members 
Entering Unmasked Estep 
Score: -36859300.000000 Penalty: 6300.638672
	Iteration 2Q: 3 clusters Score -3.68593e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142157 members 
Mstep: Class 2 contains 186543 members 
Entering Unmasked Estep 
Score: -36862176.000000 Penalty: 6300.638672
	Iteration 3Q: 3 clusters Score -3.686218e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 198170 members 
Entering Unmasked Estep 
Score: -36867424.000000 Penalty: 6300.638672
	Iteration 4Q: 3 clusters Score -3.686742e+07 nChanged 17954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 215248 members 
Entering Unmasked Estep 
Score: -36876016.000000 Penalty: 6300.638672
	Iteration 5F: 3 clusters Score -3.687602e+07 nChanged 23805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 238737 members 
Entering Unmasked Estep 
Score: -36892200.000000 Penalty: 6300.638672
	Iteration 6F: 3 clusters Score -3.68922e+07 nChanged 29161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 267848 members 
Entering Unmasked Estep 
Score: -36917480.000000 Penalty: 6300.638672
	Iteration 7F: 3 clusters Score -3.691748e+07 nChanged 29328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 297174 members 
Entering Unmasked Estep 
Score: -36944300.000000 Penalty: 6300.638672
	Iteration 8F: 3 clusters Score -3.69443e+07 nChanged 20149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 317323 members 
Entering Unmasked Estep 
Score: -36957148.000000 Penalty: 6300.638672
	Iteration 9F: 3 clusters Score -3.695715e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 325616 members 
Entering Unmasked Estep 
Score: -36961852.000000 Penalty: 6300.638672
	Iteration 10Q: 3 clusters Score -3.696185e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 327808 members 
Entering Unmasked Estep 
Score: -36963468.000000 Penalty: 6300.638672
	Iteration 11Q: 3 clusters Score -3.696347e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 328270 members 
Entering Unmasked Estep 
Score: -36963836.000000 Penalty: 6300.638672
	Iteration 12Q: 3 clusters Score -3.696384e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 328386 members 
Entering Unmasked Estep 
Score: -36964056.000000 Penalty: 6300.638672
	Iteration 13Q: 3 clusters Score -3.696406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 328418 members 
Entering Unmasked Estep 
Score: -36964084.000000 Penalty: 6300.638672
	Iteration 14Q: 3 clusters Score -3.696408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 328435 members 
Entering Unmasked Estep 
Score: -36964152.000000 Penalty: 6300.638672
	Iteration 15Q: 3 clusters Score -3.696415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 328445 members 
Entering Unmasked Estep 
Score: -36964164.000000 Penalty: 6300.638672
	Iteration 16Q: 3 clusters Score -3.696416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328451 members 
Entering Unmasked Estep 
Score: -36964188.000000 Penalty: 6300.638672
	Iteration 17Q: 3 clusters Score -3.696419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 328450 members 
Entering Unmasked Estep 
Score: -36964188.000000 Penalty: 6300.638672
	Iteration 18Q: 3 clusters Score -3.696419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 328449 members 
Entering Unmasked Estep 
Score: -36964196.000000 Penalty: 6300.638672
	Iteration 19Q: 3 clusters Score -3.69642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 328447 members 
Entering Unmasked Estep 
Score: -36964192.000000 Penalty: 6300.638672
	Iteration 20F: 3 clusters Score -3.696419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 328446 members 
Entering Unmasked Estep 
Score: -36964188.000000 Penalty: 6300.638672
	Iteration 21Q: 3 clusters Score -3.696419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 328446 members 
Entering Unmasked Estep 
Score: -36964188.000000 Penalty: 6300.638672
	Iteration 22F: 3 clusters Score -3.696419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -440328.968750 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -440329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -436423.218750 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -436423.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -437260.468750 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -437260.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -437445.750000 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -437445.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -437562.906250 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -437562.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437636.500000 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -437636.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -437709.281250 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -437709.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -437761.093750 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -437761.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -437801.000000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -437801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -437831.593750 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -437831.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -437854.312500 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -437854.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -437877.125000 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -437877.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -437897.718750 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -437897.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -437919.812500 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -437919.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -437938.906250 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -437938.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -437954.656250 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -437954.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -437970.375000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -437970.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -437984.281250 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -437984.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -437995.343750 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -437995.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -438008.843750 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -438008.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -438025.906250 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -438025.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -438045.593750 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -438045.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -438070.218750 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -438070.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -438092.781250 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -438092.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -438118.968750 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -438119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -438146.968750 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -438147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -438180.375000 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -438180.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -438215.031250 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -438215 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -438261.718750 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -438261.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -438321.968750 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -438322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -438383.281250 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -438383.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -438463.031250 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -438463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -438528.343750 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -438528.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -438606.312500 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -438606.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -438692.218750 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -438692.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -438781.906250 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -438781.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -438851.625000 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -438851.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -438908.625000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -438908.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -438954.906250 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -438954.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -438997.281250 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -438997.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -439036.281250 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -439036.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -439077.531250 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -439077.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -439128.750000 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -439128.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -439186.312500 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -439186.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -439248.843750 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -439248.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -439331.406250 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -439331.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -439458.937500 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -439458.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -439625.625000 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -439625.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -439833.937500 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -439833.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -439995.843750 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -439995.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -440110.781250 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -440110.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -440190.843750 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -440190.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -440233.468750 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -440233.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -440251.250000 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -440251.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -440267.906250 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -440267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -440270.406250 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -440270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -440272.406250 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -440272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -440274.500000 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -440274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -440274.687500 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -440274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -440275.937500 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -440275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -440278.375000 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -440278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -440279.031250 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -440279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -440279.031250 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -440279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -440280.375000 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -440280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -440280.375000 Penalty: 4105.596680
	Iteration 63F: 3 clusters Score -440280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Entering Unmasked Estep 
Score: -1688512.000000 Penalty: 2379.945557
	Iteration 0F: 2 clusters Score -1688512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1677808.375000 Penalty: 4759.891113
	Iteration 0F: 3 clusters Score -1677808 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1681209.125000 Penalty: 4759.891113
	Iteration 1F: 3 clusters Score -1681209 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1681588.875000 Penalty: 4759.891113
	Iteration 2F: 3 clusters Score -1681589 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1681904.750000 Penalty: 4759.891113
	Iteration 3Q: 3 clusters Score -1681905 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1682186.875000 Penalty: 4759.891113
	Iteration 4Q: 3 clusters Score -1682187 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1682493.250000 Penalty: 4759.891113
	Iteration 5Q: 3 clusters Score -1682493 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1682828.875000 Penalty: 4759.891113
	Iteration 6Q: 3 clusters Score -1682829 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1683205.000000 Penalty: 4759.891113
	Iteration 7Q: 3 clusters Score -1683205 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1683661.125000 Penalty: 4759.891113
	Iteration 8F: 3 clusters Score -1683661 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1684129.125000 Penalty: 4759.891113
	Iteration 9Q: 3 clusters Score -1684129 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1684629.500000 Penalty: 4759.891113
	Iteration 10Q: 3 clusters Score -1684630 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1685085.000000 Penalty: 4759.891113
	Iteration 11Q: 3 clusters Score -1685085 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1685498.500000 Penalty: 4759.891113
	Iteration 12Q: 3 clusters Score -1685498 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1685804.375000 Penalty: 4759.891113
	Iteration 13Q: 3 clusters Score -1685804 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1686016.875000 Penalty: 4759.891113
	Iteration 14Q: 3 clusters Score -1686017 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1686138.000000 Penalty: 4759.891113
	Iteration 15Q: 3 clusters Score -1686138 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1686216.125000 Penalty: 4759.891113
	Iteration 16Q: 3 clusters Score -1686216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1686281.000000 Penalty: 4759.891113
	Iteration 17Q: 3 clusters Score -1686281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1686327.500000 Penalty: 4759.891113
	Iteration 18Q: 3 clusters Score -1686328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1686361.750000 Penalty: 4759.891113
	Iteration 19Q: 3 clusters Score -1686362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1686387.125000 Penalty: 4759.891113
	Iteration 20F: 3 clusters Score -1686387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1686402.625000 Penalty: 4759.891113
	Iteration 21Q: 3 clusters Score -1686403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1686413.500000 Penalty: 4759.891113
	Iteration 22Q: 3 clusters Score -1686414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1686420.375000 Penalty: 4759.891113
	Iteration 23Q: 3 clusters Score -1686420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1686425.250000 Penalty: 4759.891113
	Iteration 24Q: 3 clusters Score -1686425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1686429.500000 Penalty: 4759.891113
	Iteration 25Q: 3 clusters Score -1686430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1686429.500000 Penalty: 4759.891113
	Iteration 26Q: 3 clusters Score -1686430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1686433.875000 Penalty: 4759.891113
	Iteration 27Q: 3 clusters Score -1686434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1686434.250000 Penalty: 4759.891113
	Iteration 28Q: 3 clusters Score -1686434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1686438.000000 Penalty: 4759.891113
	Iteration 29Q: 3 clusters Score -1686438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1686440.250000 Penalty: 4759.891113
	Iteration 30Q: 3 clusters Score -1686440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1686443.125000 Penalty: 4759.891113
	Iteration 31Q: 3 clusters Score -1686443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1686441.875000 Penalty: 4759.891113
	Iteration 32Q: 3 clusters Score -1686442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1686443.750000 Penalty: 4759.891113
	Iteration 33Q: 3 clusters Score -1686444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1686446.125000 Penalty: 4759.891113
	Iteration 34Q: 3 clusters Score -1686446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1686449.500000 Penalty: 4759.891113
	Iteration 35Q: 3 clusters Score -1686450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1686449.500000 Penalty: 4759.891113
	Iteration 36F: 3 clusters Score -1686450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Entering Unmasked Estep 
Score: -4139677.000000 Penalty: 2627.829102
	Iteration 0F: 2 clusters Score -4139677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4112647.500000 Penalty: 5255.658203
	Iteration 0F: 3 clusters Score -4112648 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4122669.750000 Penalty: 5255.658203
	Iteration 1F: 3 clusters Score -4122670 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4123395.000000 Penalty: 5255.658203
	Iteration 2Q: 3 clusters Score -4123395 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4124244.500000 Penalty: 5255.658203
	Iteration 3Q: 3 clusters Score -4124244 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4125230.750000 Penalty: 5255.658203
	Iteration 4Q: 3 clusters Score -4125231 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -4126296.000000 Penalty: 5255.658203
	Iteration 5F: 3 clusters Score -4126296 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4127545.250000 Penalty: 5255.658203
	Iteration 6F: 3 clusters Score -4127545 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4128844.000000 Penalty: 5255.658203
	Iteration 7F: 3 clusters Score -4128844 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4130146.750000 Penalty: 5255.658203
	Iteration 8F: 3 clusters Score -4130147 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -4131500.750000 Penalty: 5255.658203
	Iteration 9F: 3 clusters Score -4131501 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4132676.500000 Penalty: 5255.658203
	Iteration 10Q: 3 clusters Score -4132676 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4133707.000000 Penalty: 5255.658203
	Iteration 11Q: 3 clusters Score -4133707 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4134520.250000 Penalty: 5255.658203
	Iteration 12Q: 3 clusters Score -4134520 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4135181.750000 Penalty: 5255.658203
	Iteration 13Q: 3 clusters Score -4135182 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4135852.500000 Penalty: 5255.658203
	Iteration 14Q: 3 clusters Score -4135852 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4136575.500000 Penalty: 5255.658203
	Iteration 15Q: 3 clusters Score -4136576 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4137233.000000 Penalty: 5255.658203
	Iteration 16Q: 3 clusters Score -4137233 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -4137742.500000 Penalty: 5255.658203
	Iteration 17Q: 3 clusters Score -4137742 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4138055.500000 Penalty: 5255.658203
	Iteration 18Q: 3 clusters Score -4138056 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4138259.250000 Penalty: 5255.658203
	Iteration 19Q: 3 clusters Score -4138259 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4138418.000000 Penalty: 5255.658203
	Iteration 20F: 3 clusters Score -4138418 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4138505.750000 Penalty: 5255.658203
	Iteration 21Q: 3 clusters Score -4138506 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4138569.500000 Penalty: 5255.658203
	Iteration 22Q: 3 clusters Score -4138570 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4138613.750000 Penalty: 5255.658203
	Iteration 23Q: 3 clusters Score -4138614 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4138649.000000 Penalty: 5255.658203
	Iteration 24Q: 3 clusters Score -4138649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4138667.000000 Penalty: 5255.658203
	Iteration 25Q: 3 clusters Score -4138667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4138670.750000 Penalty: 5255.658203
	Iteration 26Q: 3 clusters Score -4138671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4138681.500000 Penalty: 5255.658203
	Iteration 27Q: 3 clusters Score -4138682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4138705.500000 Penalty: 5255.658203
	Iteration 28Q: 3 clusters Score -4138706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4138705.000000 Penalty: 5255.658203
	Iteration 29Q: 3 clusters Score -4138705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4138709.750000 Penalty: 5255.658203
	Iteration 30Q: 3 clusters Score -4138710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4138710.000000 Penalty: 5255.658203
	Iteration 31Q: 3 clusters Score -4138710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4138713.000000 Penalty: 5255.658203
	Iteration 32Q: 3 clusters Score -4138713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4138717.250000 Penalty: 5255.658203
	Iteration 33Q: 3 clusters Score -4138717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4138714.250000 Penalty: 5255.658203
	Iteration 34Q: 3 clusters Score -4138714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4138712.500000 Penalty: 5255.658203
	Iteration 35Q: 3 clusters Score -4138712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4138719.000000 Penalty: 5255.658203
	Iteration 36Q: 3 clusters Score -4138719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4138717.500000 Penalty: 5255.658203
	Iteration 37Q: 3 clusters Score -4138718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4138714.000000 Penalty: 5255.658203
	Iteration 38Q: 3 clusters Score -4138714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4138716.000000 Penalty: 5255.658203
	Iteration 39Q: 3 clusters Score -4138716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4138707.000000 Penalty: 5255.658203
	Iteration 40F: 3 clusters Score -4138707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4138713.750000 Penalty: 5255.658203
	Iteration 41Q: 3 clusters Score -4138714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4138716.500000 Penalty: 5255.658203
	Iteration 42Q: 3 clusters Score -4138716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4138717.750000 Penalty: 5255.658203
	Iteration 43Q: 3 clusters Score -4138718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4138723.500000 Penalty: 5255.658203
	Iteration 44Q: 3 clusters Score -4138724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4138719.500000 Penalty: 5255.658203
	Iteration 45Q: 3 clusters Score -4138720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4138726.250000 Penalty: 5255.658203
	Iteration 46Q: 3 clusters Score -4138726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4138726.750000 Penalty: 5255.658203
	Iteration 47Q: 3 clusters Score -4138727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -4138726.000000 Penalty: 5255.658203
	Iteration 48Q: 3 clusters Score -4138726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -4138726.000000 Penalty: 5255.658203
	Iteration 49F: 3 clusters Score -4138726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Entering Unmasked Estep 
Score: -12408238.000000 Penalty: 2878.101807
	Iteration 0F: 2 clusters Score -1.240824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -12335036.000000 Penalty: 5756.203613
	Iteration 0F: 3 clusters Score -1.233504e+07 nChanged 51971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -12364527.000000 Penalty: 5756.203613
	Iteration 1F: 3 clusters Score -1.236453e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -12365341.000000 Penalty: 5756.203613
	Iteration 2Q: 3 clusters Score -1.236534e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -12366400.000000 Penalty: 5756.203613
	Iteration 3Q: 3 clusters Score -1.23664e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -12367622.000000 Penalty: 5756.203613
	Iteration 4Q: 3 clusters Score -1.236762e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -12369419.000000 Penalty: 5756.203613
	Iteration 5Q: 3 clusters Score -1.236942e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -12371522.000000 Penalty: 5756.203613
	Iteration 6Q: 3 clusters Score -1.237152e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -12373948.000000 Penalty: 5756.203613
	Iteration 7F: 3 clusters Score -1.237395e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -12376322.000000 Penalty: 5756.203613
	Iteration 8F: 3 clusters Score -1.237632e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -12378463.000000 Penalty: 5756.203613
	Iteration 9F: 3 clusters Score -1.237846e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -12380272.000000 Penalty: 5756.203613
	Iteration 10Q: 3 clusters Score -1.238027e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -12381668.000000 Penalty: 5756.203613
	Iteration 11Q: 3 clusters Score -1.238167e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -12382817.000000 Penalty: 5756.203613
	Iteration 12Q: 3 clusters Score -1.238282e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -12383811.000000 Penalty: 5756.203613
	Iteration 13Q: 3 clusters Score -1.238381e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -12384760.000000 Penalty: 5756.203613
	Iteration 14Q: 3 clusters Score -1.238476e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -12386046.000000 Penalty: 5756.203613
	Iteration 15Q: 3 clusters Score -1.238605e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -12387505.000000 Penalty: 5756.203613
	Iteration 16Q: 3 clusters Score -1.23875e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -12389341.000000 Penalty: 5756.203613
	Iteration 17Q: 3 clusters Score -1.238934e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -12391473.000000 Penalty: 5756.203613
	Iteration 18Q: 3 clusters Score -1.239147e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -12394085.000000 Penalty: 5756.203613
	Iteration 19Q: 3 clusters Score -1.239408e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -12396784.000000 Penalty: 5756.203613
	Iteration 20F: 3 clusters Score -1.239678e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 102034 members 
Entering Unmasked Estep 
Score: -12399582.000000 Penalty: 5756.203613
	Iteration 21Q: 3 clusters Score -1.239958e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -12402183.000000 Penalty: 5756.203613
	Iteration 22Q: 3 clusters Score -1.240218e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -12403913.000000 Penalty: 5756.203613
	Iteration 23Q: 3 clusters Score -1.240391e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -12404875.000000 Penalty: 5756.203613
	Iteration 24Q: 3 clusters Score -1.240488e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -12405283.000000 Penalty: 5756.203613
	Iteration 25Q: 3 clusters Score -1.240528e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 108949 members 
Entering Unmasked Estep 
Score: -12405453.000000 Penalty: 5756.203613
	Iteration 26Q: 3 clusters Score -1.240545e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -12405590.000000 Penalty: 5756.203613
	Iteration 27Q: 3 clusters Score -1.240559e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -12405674.000000 Penalty: 5756.203613
	Iteration 28Q: 3 clusters Score -1.240567e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -12405723.000000 Penalty: 5756.203613
	Iteration 29Q: 3 clusters Score -1.240572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 109201 members 
Entering Unmasked Estep 
Score: -12405784.000000 Penalty: 5756.203613
	Iteration 30Q: 3 clusters Score -1.240578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -12405797.000000 Penalty: 5756.203613
	Iteration 31Q: 3 clusters Score -1.24058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -12405808.000000 Penalty: 5756.203613
	Iteration 32Q: 3 clusters Score -1.240581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -12405841.000000 Penalty: 5756.203613
	Iteration 33Q: 3 clusters Score -1.240584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -12405829.000000 Penalty: 5756.203613
	Iteration 34Q: 3 clusters Score -1.240583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405851.000000 Penalty: 5756.203613
	Iteration 35Q: 3 clusters Score -1.240585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -12405849.000000 Penalty: 5756.203613
	Iteration 36Q: 3 clusters Score -1.240585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -12405859.000000 Penalty: 5756.203613
	Iteration 37Q: 3 clusters Score -1.240586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -12405867.000000 Penalty: 5756.203613
	Iteration 38Q: 3 clusters Score -1.240587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -12405872.000000 Penalty: 5756.203613
	Iteration 39Q: 3 clusters Score -1.240587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405877.000000 Penalty: 5756.203613
	Iteration 40F: 3 clusters Score -1.240588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405877.000000 Penalty: 5756.203613
	Iteration 41Q: 3 clusters Score -1.240588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405875.000000 Penalty: 5756.203613
	Iteration 42Q: 3 clusters Score -1.240588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405875.000000 Penalty: 5756.203613
	Iteration 43F: 3 clusters Score -1.240588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Entering Unmasked Estep 
Score: -2308029.500000 Penalty: 2469.542725
	Iteration 0F: 2 clusters Score -2308030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2293111.250000 Penalty: 4939.085449
	Iteration 0F: 3 clusters Score -2293111 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2298181.750000 Penalty: 4939.085449
	Iteration 1F: 3 clusters Score -2298182 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2298709.750000 Penalty: 4939.085449
	Iteration 2F: 3 clusters Score -2298710 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2299303.000000 Penalty: 4939.085449
	Iteration 3F: 3 clusters Score -2299303 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2299973.500000 Penalty: 4939.085449
	Iteration 4F: 3 clusters Score -2299974 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2300932.250000 Penalty: 4939.085449
	Iteration 5F: 3 clusters Score -2300932 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2302119.750000 Penalty: 4939.085449
	Iteration 6F: 3 clusters Score -2302120 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2303362.000000 Penalty: 4939.085449
	Iteration 7F: 3 clusters Score -2303362 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2304483.500000 Penalty: 4939.085449
	Iteration 8F: 3 clusters Score -2304484 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2305269.250000 Penalty: 4939.085449
	Iteration 9Q: 3 clusters Score -2305269 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2305742.500000 Penalty: 4939.085449
	Iteration 10Q: 3 clusters Score -2305742 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2306015.000000 Penalty: 4939.085449
	Iteration 11Q: 3 clusters Score -2306015 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2306151.500000 Penalty: 4939.085449
	Iteration 12Q: 3 clusters Score -2306152 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2306244.500000 Penalty: 4939.085449
	Iteration 13Q: 3 clusters Score -2306244 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2306298.750000 Penalty: 4939.085449
	Iteration 14Q: 3 clusters Score -2306299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2306340.750000 Penalty: 4939.085449
	Iteration 15Q: 3 clusters Score -2306341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2306368.750000 Penalty: 4939.085449
	Iteration 16Q: 3 clusters Score -2306369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2306384.500000 Penalty: 4939.085449
	Iteration 17Q: 3 clusters Score -2306384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2306396.500000 Penalty: 4939.085449
	Iteration 18Q: 3 clusters Score -2306396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2306410.500000 Penalty: 4939.085449
	Iteration 19Q: 3 clusters Score -2306410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2306419.500000 Penalty: 4939.085449
	Iteration 20F: 3 clusters Score -2306420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2306428.000000 Penalty: 4939.085449
	Iteration 21Q: 3 clusters Score -2306428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2306427.500000 Penalty: 4939.085449
	Iteration 22Q: 3 clusters Score -2306428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2306430.000000 Penalty: 4939.085449
	Iteration 23Q: 3 clusters Score -2306430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2306434.500000 Penalty: 4939.085449
	Iteration 24Q: 3 clusters Score -2306434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2306435.500000 Penalty: 4939.085449
	Iteration 25Q: 3 clusters Score -2306436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2306434.500000 Penalty: 4939.085449
	Iteration 26Q: 3 clusters Score -2306434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2306434.500000 Penalty: 4939.085449
	Iteration 27Q: 3 clusters Score -2306434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2306437.500000 Penalty: 4939.085449
	Iteration 28Q: 3 clusters Score -2306438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2306441.750000 Penalty: 4939.085449
	Iteration 29Q: 3 clusters Score -2306442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2306442.750000 Penalty: 4939.085449
	Iteration 30Q: 3 clusters Score -2306443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2306441.750000 Penalty: 4939.085449
	Iteration 31Q: 3 clusters Score -2306442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2306447.750000 Penalty: 4939.085449
	Iteration 32Q: 3 clusters Score -2306448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2306450.500000 Penalty: 4939.085449
	Iteration 33Q: 3 clusters Score -2306450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2306451.250000 Penalty: 4939.085449
	Iteration 34Q: 3 clusters Score -2306451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2306449.000000 Penalty: 4939.085449
	Iteration 35Q: 3 clusters Score -2306449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2306448.000000 Penalty: 4939.085449
	Iteration 36Q: 3 clusters Score -2306448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2306445.250000 Penalty: 4939.085449
	Iteration 37Q: 3 clusters Score -2306445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2306447.000000 Penalty: 4939.085449
	Iteration 38Q: 3 clusters Score -2306447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2306447.500000 Penalty: 4939.085449
	Iteration 39Q: 3 clusters Score -2306448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2306445.500000 Penalty: 4939.085449
	Iteration 40F: 3 clusters Score -2306446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2306443.500000 Penalty: 4939.085449
	Iteration 41Q: 3 clusters Score -2306444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2306445.750000 Penalty: 4939.085449
	Iteration 42Q: 3 clusters Score -2306446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2306447.000000 Penalty: 4939.085449
	Iteration 43Q: 3 clusters Score -2306447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2306444.500000 Penalty: 4939.085449
	Iteration 44Q: 3 clusters Score -2306444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2306445.750000 Penalty: 4939.085449
	Iteration 45Q: 3 clusters Score -2306446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2306446.000000 Penalty: 4939.085449
	Iteration 46Q: 3 clusters Score -2306446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2306444.500000 Penalty: 4939.085449
	Iteration 47Q: 3 clusters Score -2306444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2306444.750000 Penalty: 4939.085449
	Iteration 48Q: 3 clusters Score -2306445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2306446.250000 Penalty: 4939.085449
	Iteration 49Q: 3 clusters Score -2306446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2306444.500000 Penalty: 4939.085449
	Iteration 50Q: 3 clusters Score -2306444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2306444.500000 Penalty: 4939.085449
	Iteration 51F: 3 clusters Score -2306444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Entering Unmasked Estep 
Score: -4511301.000000 Penalty: 2630.929932
	Iteration 0F: 2 clusters Score -4511301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4483754.000000 Penalty: 5261.859863
	Iteration 0F: 3 clusters Score -4483754 nChanged 18628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4493920.000000 Penalty: 5261.859863
	Iteration 1F: 3 clusters Score -4493920 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4494428.500000 Penalty: 5261.859863
	Iteration 2Q: 3 clusters Score -4494428 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4494975.500000 Penalty: 5261.859863
	Iteration 3Q: 3 clusters Score -4494976 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4495656.500000 Penalty: 5261.859863
	Iteration 4Q: 3 clusters Score -4495656 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -4496590.500000 Penalty: 5261.859863
	Iteration 5Q: 3 clusters Score -4496590 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4497967.000000 Penalty: 5261.859863
	Iteration 6F: 3 clusters Score -4497967 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4500019.000000 Penalty: 5261.859863
	Iteration 7F: 3 clusters Score -4500019 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4502699.500000 Penalty: 5261.859863
	Iteration 8F: 3 clusters Score -4502700 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4505381.000000 Penalty: 5261.859863
	Iteration 9F: 3 clusters Score -4505381 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4507292.500000 Penalty: 5261.859863
	Iteration 10Q: 3 clusters Score -4507292 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -4508318.500000 Penalty: 5261.859863
	Iteration 11Q: 3 clusters Score -4508318 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4508750.000000 Penalty: 5261.859863
	Iteration 12Q: 3 clusters Score -4508750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4508975.000000 Penalty: 5261.859863
	Iteration 13Q: 3 clusters Score -4508975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -4509117.500000 Penalty: 5261.859863
	Iteration 14Q: 3 clusters Score -4509118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4509183.000000 Penalty: 5261.859863
	Iteration 15Q: 3 clusters Score -4509183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4509245.000000 Penalty: 5261.859863
	Iteration 16Q: 3 clusters Score -4509245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4509274.000000 Penalty: 5261.859863
	Iteration 17Q: 3 clusters Score -4509274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4509303.500000 Penalty: 5261.859863
	Iteration 18Q: 3 clusters Score -4509304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4509331.500000 Penalty: 5261.859863
	Iteration 19Q: 3 clusters Score -4509332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -4509370.000000 Penalty: 5261.859863
	Iteration 20F: 3 clusters Score -4509370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4509397.000000 Penalty: 5261.859863
	Iteration 21Q: 3 clusters Score -4509397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4509427.500000 Penalty: 5261.859863
	Iteration 22Q: 3 clusters Score -4509428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4509437.500000 Penalty: 5261.859863
	Iteration 23Q: 3 clusters Score -4509438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -4509468.000000 Penalty: 5261.859863
	Iteration 24Q: 3 clusters Score -4509468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -4509488.000000 Penalty: 5261.859863
	Iteration 25Q: 3 clusters Score -4509488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4509507.000000 Penalty: 5261.859863
	Iteration 26Q: 3 clusters Score -4509507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -4509531.000000 Penalty: 5261.859863
	Iteration 27Q: 3 clusters Score -4509531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -4509563.500000 Penalty: 5261.859863
	Iteration 28Q: 3 clusters Score -4509564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4509586.000000 Penalty: 5261.859863
	Iteration 29Q: 3 clusters Score -4509586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -4509599.000000 Penalty: 5261.859863
	Iteration 30Q: 3 clusters Score -4509599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -4509624.000000 Penalty: 5261.859863
	Iteration 31Q: 3 clusters Score -4509624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4509638.000000 Penalty: 5261.859863
	Iteration 32Q: 3 clusters Score -4509638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4509653.500000 Penalty: 5261.859863
	Iteration 33Q: 3 clusters Score -4509654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4509675.000000 Penalty: 5261.859863
	Iteration 34Q: 3 clusters Score -4509675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4509676.500000 Penalty: 5261.859863
	Iteration 35Q: 3 clusters Score -4509676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -4509695.500000 Penalty: 5261.859863
	Iteration 36Q: 3 clusters Score -4509696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -4509705.500000 Penalty: 5261.859863
	Iteration 37Q: 3 clusters Score -4509706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4509706.500000 Penalty: 5261.859863
	Iteration 38Q: 3 clusters Score -4509706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4509710.500000 Penalty: 5261.859863
	Iteration 39Q: 3 clusters Score -4509710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -4509721.000000 Penalty: 5261.859863
	Iteration 40F: 3 clusters Score -4509721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -4509729.500000 Penalty: 5261.859863
	Iteration 41Q: 3 clusters Score -4509730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4509734.000000 Penalty: 5261.859863
	Iteration 42Q: 3 clusters Score -4509734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4509745.500000 Penalty: 5261.859863
	Iteration 43Q: 3 clusters Score -4509746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4509752.500000 Penalty: 5261.859863
	Iteration 44Q: 3 clusters Score -4509752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4509764.000000 Penalty: 5261.859863
	Iteration 45Q: 3 clusters Score -4509764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4509769.000000 Penalty: 5261.859863
	Iteration 46Q: 3 clusters Score -4509769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4509778.000000 Penalty: 5261.859863
	Iteration 47Q: 3 clusters Score -4509778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4509783.500000 Penalty: 5261.859863
	Iteration 48Q: 3 clusters Score -4509784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -4509778.500000 Penalty: 5261.859863
	Iteration 49Q: 3 clusters Score -4509778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -4509786.000000 Penalty: 5261.859863
	Iteration 50Q: 3 clusters Score -4509786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4509793.000000 Penalty: 5261.859863
	Iteration 51Q: 3 clusters Score -4509793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -4509797.000000 Penalty: 5261.859863
	Iteration 52Q: 3 clusters Score -4509797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4509803.500000 Penalty: 5261.859863
	Iteration 53Q: 3 clusters Score -4509804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4509811.000000 Penalty: 5261.859863
	Iteration 54Q: 3 clusters Score -4509811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -4509815.000000 Penalty: 5261.859863
	Iteration 55Q: 3 clusters Score -4509815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -4509818.000000 Penalty: 5261.859863
	Iteration 56Q: 3 clusters Score -4509818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4509821.000000 Penalty: 5261.859863
	Iteration 57Q: 3 clusters Score -4509821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4509834.500000 Penalty: 5261.859863
	Iteration 58Q: 3 clusters Score -4509834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4509829.000000 Penalty: 5261.859863
	Iteration 59Q: 3 clusters Score -4509829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4509833.500000 Penalty: 5261.859863
	Iteration 60F: 3 clusters Score -4509834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4509834.000000 Penalty: 5261.859863
	Iteration 61Q: 3 clusters Score -4509834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4509838.500000 Penalty: 5261.859863
	Iteration 62Q: 3 clusters Score -4509838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4509840.500000 Penalty: 5261.859863
	Iteration 63Q: 3 clusters Score -4509840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4509843.500000 Penalty: 5261.859863
	Iteration 64Q: 3 clusters Score -4509844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -4509842.000000 Penalty: 5261.859863
	Iteration 65Q: 3 clusters Score -4509842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4509844.000000 Penalty: 5261.859863
	Iteration 66Q: 3 clusters Score -4509844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4509844.000000 Penalty: 5261.859863
	Iteration 67F: 3 clusters Score -4509844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Entering Unmasked Estep 
Score: -1055880.250000 Penalty: 2271.860840
	Iteration 0F: 2 clusters Score -1055880 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 4708 members 
Entering Unmasked Estep 
Score: -1048594.625000 Penalty: 4543.721680
	Iteration 0F: 3 clusters Score -1048595 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1050592.625000 Penalty: 4543.721680
	Iteration 1F: 3 clusters Score -1050593 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1050880.500000 Penalty: 4543.721680
	Iteration 2F: 3 clusters Score -1050880 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1051094.125000 Penalty: 4543.721680
	Iteration 3Q: 3 clusters Score -1051094 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1051269.250000 Penalty: 4543.721680
	Iteration 4Q: 3 clusters Score -1051269 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1051409.875000 Penalty: 4543.721680
	Iteration 5Q: 3 clusters Score -1051410 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1051543.000000 Penalty: 4543.721680
	Iteration 6Q: 3 clusters Score -1051543 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1051659.250000 Penalty: 4543.721680
	Iteration 7Q: 3 clusters Score -1051659 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1051785.625000 Penalty: 4543.721680
	Iteration 8Q: 3 clusters Score -1051786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1051918.250000 Penalty: 4543.721680
	Iteration 9Q: 3 clusters Score -1051918 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1052058.375000 Penalty: 4543.721680
	Iteration 10Q: 3 clusters Score -1052058 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1052205.250000 Penalty: 4543.721680
	Iteration 11Q: 3 clusters Score -1052205 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1052352.375000 Penalty: 4543.721680
	Iteration 12Q: 3 clusters Score -1052352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1052502.125000 Penalty: 4543.721680
	Iteration 13Q: 3 clusters Score -1052502 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1052648.250000 Penalty: 4543.721680
	Iteration 14Q: 3 clusters Score -1052648 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1052781.875000 Penalty: 4543.721680
	Iteration 15Q: 3 clusters Score -1052782 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1052906.375000 Penalty: 4543.721680
	Iteration 16Q: 3 clusters Score -1052906 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1053016.000000 Penalty: 4543.721680
	Iteration 17Q: 3 clusters Score -1053016 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1053109.000000 Penalty: 4543.721680
	Iteration 18Q: 3 clusters Score -1053109 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1053210.375000 Penalty: 4543.721680
	Iteration 19Q: 3 clusters Score -1053210 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1053313.000000 Penalty: 4543.721680
	Iteration 20F: 3 clusters Score -1053313 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1053397.625000 Penalty: 4543.721680
	Iteration 21Q: 3 clusters Score -1053398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1053462.250000 Penalty: 4543.721680
	Iteration 22Q: 3 clusters Score -1053462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1053538.750000 Penalty: 4543.721680
	Iteration 23Q: 3 clusters Score -1053539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1053595.375000 Penalty: 4543.721680
	Iteration 24Q: 3 clusters Score -1053595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1053652.500000 Penalty: 4543.721680
	Iteration 25Q: 3 clusters Score -1053652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1053717.000000 Penalty: 4543.721680
	Iteration 26Q: 3 clusters Score -1053717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1053772.625000 Penalty: 4543.721680
	Iteration 27Q: 3 clusters Score -1053773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1053828.625000 Penalty: 4543.721680
	Iteration 28Q: 3 clusters Score -1053829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1053865.500000 Penalty: 4543.721680
	Iteration 29Q: 3 clusters Score -1053866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1053891.750000 Penalty: 4543.721680
	Iteration 30Q: 3 clusters Score -1053892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1053913.250000 Penalty: 4543.721680
	Iteration 31Q: 3 clusters Score -1053913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1053927.000000 Penalty: 4543.721680
	Iteration 32Q: 3 clusters Score -1053927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1053941.875000 Penalty: 4543.721680
	Iteration 33Q: 3 clusters Score -1053942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1053957.250000 Penalty: 4543.721680
	Iteration 34Q: 3 clusters Score -1053957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1053962.125000 Penalty: 4543.721680
	Iteration 35Q: 3 clusters Score -1053962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1053972.250000 Penalty: 4543.721680
	Iteration 36Q: 3 clusters Score -1053972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1053984.625000 Penalty: 4543.721680
	Iteration 37Q: 3 clusters Score -1053985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1053989.000000 Penalty: 4543.721680
	Iteration 38Q: 3 clusters Score -1053989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1053993.125000 Penalty: 4543.721680
	Iteration 39Q: 3 clusters Score -1053993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1053998.250000 Penalty: 4543.721680
	Iteration 40F: 3 clusters Score -1053998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1054000.125000 Penalty: 4543.721680
	Iteration 41Q: 3 clusters Score -1054000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1054007.000000 Penalty: 4543.721680
	Iteration 42Q: 3 clusters Score -1054007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1054014.500000 Penalty: 4543.721680
	Iteration 43Q: 3 clusters Score -1054014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1054021.875000 Penalty: 4543.721680
	Iteration 44Q: 3 clusters Score -1054022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1054026.875000 Penalty: 4543.721680
	Iteration 45Q: 3 clusters Score -1054027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1054033.000000 Penalty: 4543.721680
	Iteration 46Q: 3 clusters Score -1054033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1054038.625000 Penalty: 4543.721680
	Iteration 47Q: 3 clusters Score -1054039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1054040.875000 Penalty: 4543.721680
	Iteration 48Q: 3 clusters Score -1054041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1054041.500000 Penalty: 4543.721680
	Iteration 49Q: 3 clusters Score -1054042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1054045.500000 Penalty: 4543.721680
	Iteration 50Q: 3 clusters Score -1054046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1054046.000000 Penalty: 4543.721680
	Iteration 51Q: 3 clusters Score -1054046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1054045.875000 Penalty: 4543.721680
	Iteration 52Q: 3 clusters Score -1054046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1054047.125000 Penalty: 4543.721680
	Iteration 53Q: 3 clusters Score -1054047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1054050.250000 Penalty: 4543.721680
	Iteration 54Q: 3 clusters Score -1054050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1054054.625000 Penalty: 4543.721680
	Iteration 55Q: 3 clusters Score -1054055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1054056.250000 Penalty: 4543.721680
	Iteration 56Q: 3 clusters Score -1054056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1054058.250000 Penalty: 4543.721680
	Iteration 57Q: 3 clusters Score -1054058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1054058.375000 Penalty: 4543.721680
	Iteration 58Q: 3 clusters Score -1054058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1054058.375000 Penalty: 4543.721680
	Iteration 59F: 3 clusters Score -1054058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -127381.898438 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -127381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125344.750000 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -125344.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125676.562500 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -125676.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125768.320312 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -125768.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125820.164062 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -125820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125844.148438 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -125844.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125871.937500 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -125871.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125887.992188 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -125888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125896.421875 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -125896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125904.734375 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -125904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125905.726562 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -125905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125906.335938 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -125906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125906.968750 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -125907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125906.968750 Penalty: 3500.717529
	Iteration 12F: 3 clusters Score -125907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -537433.187500 Penalty: 2105.883301
	Iteration 0F: 2 clusters Score -537433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -532962.062500 Penalty: 4211.766602
	Iteration 0F: 3 clusters Score -532962.1 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -534024.062500 Penalty: 4211.766602
	Iteration 1F: 3 clusters Score -534024.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -534249.250000 Penalty: 4211.766602
	Iteration 2F: 3 clusters Score -534249.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -534409.562500 Penalty: 4211.766602
	Iteration 3F: 3 clusters Score -534409.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -534521.062500 Penalty: 4211.766602
	Iteration 4Q: 3 clusters Score -534521.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -534619.750000 Penalty: 4211.766602
	Iteration 5Q: 3 clusters Score -534619.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -534704.125000 Penalty: 4211.766602
	Iteration 6Q: 3 clusters Score -534704.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -534797.312500 Penalty: 4211.766602
	Iteration 7Q: 3 clusters Score -534797.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -534872.937500 Penalty: 4211.766602
	Iteration 8Q: 3 clusters Score -534872.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -534944.500000 Penalty: 4211.766602
	Iteration 9Q: 3 clusters Score -534944.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -535011.375000 Penalty: 4211.766602
	Iteration 10Q: 3 clusters Score -535011.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -535075.562500 Penalty: 4211.766602
	Iteration 11Q: 3 clusters Score -535075.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -535136.562500 Penalty: 4211.766602
	Iteration 12Q: 3 clusters Score -535136.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -535189.812500 Penalty: 4211.766602
	Iteration 13Q: 3 clusters Score -535189.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -535249.937500 Penalty: 4211.766602
	Iteration 14Q: 3 clusters Score -535249.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -535312.812500 Penalty: 4211.766602
	Iteration 15Q: 3 clusters Score -535312.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -535374.250000 Penalty: 4211.766602
	Iteration 16Q: 3 clusters Score -535374.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -535426.500000 Penalty: 4211.766602
	Iteration 17Q: 3 clusters Score -535426.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -535487.500000 Penalty: 4211.766602
	Iteration 18Q: 3 clusters Score -535487.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -535553.562500 Penalty: 4211.766602
	Iteration 19Q: 3 clusters Score -535553.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -535636.062500 Penalty: 4211.766602
	Iteration 20F: 3 clusters Score -535636.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -535720.437500 Penalty: 4211.766602
	Iteration 21Q: 3 clusters Score -535720.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -535790.562500 Penalty: 4211.766602
	Iteration 22Q: 3 clusters Score -535790.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -535857.750000 Penalty: 4211.766602
	Iteration 23Q: 3 clusters Score -535857.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -535903.000000 Penalty: 4211.766602
	Iteration 24Q: 3 clusters Score -535903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -535940.937500 Penalty: 4211.766602
	Iteration 25Q: 3 clusters Score -535940.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -535965.937500 Penalty: 4211.766602
	Iteration 26Q: 3 clusters Score -535965.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -535985.937500 Penalty: 4211.766602
	Iteration 27Q: 3 clusters Score -535985.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -535999.812500 Penalty: 4211.766602
	Iteration 28Q: 3 clusters Score -535999.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -536012.750000 Penalty: 4211.766602
	Iteration 29Q: 3 clusters Score -536012.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -536025.750000 Penalty: 4211.766602
	Iteration 30Q: 3 clusters Score -536025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -536034.125000 Penalty: 4211.766602
	Iteration 31Q: 3 clusters Score -536034.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -536042.187500 Penalty: 4211.766602
	Iteration 32Q: 3 clusters Score -536042.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -536046.250000 Penalty: 4211.766602
	Iteration 33Q: 3 clusters Score -536046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -536050.812500 Penalty: 4211.766602
	Iteration 34Q: 3 clusters Score -536050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -536055.812500 Penalty: 4211.766602
	Iteration 35Q: 3 clusters Score -536055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -536061.437500 Penalty: 4211.766602
	Iteration 36Q: 3 clusters Score -536061.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -536069.812500 Penalty: 4211.766602
	Iteration 37Q: 3 clusters Score -536069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -536074.750000 Penalty: 4211.766602
	Iteration 38Q: 3 clusters Score -536074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -536076.812500 Penalty: 4211.766602
	Iteration 39Q: 3 clusters Score -536076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -536082.500000 Penalty: 4211.766602
	Iteration 40F: 3 clusters Score -536082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -536085.625000 Penalty: 4211.766602
	Iteration 41Q: 3 clusters Score -536085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -536087.062500 Penalty: 4211.766602
	Iteration 42Q: 3 clusters Score -536087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -536086.812500 Penalty: 4211.766602
	Iteration 43Q: 3 clusters Score -536086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -536087.937500 Penalty: 4211.766602
	Iteration 44Q: 3 clusters Score -536087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -536087.625000 Penalty: 4211.766602
	Iteration 45Q: 3 clusters Score -536087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -536087.000000 Penalty: 4211.766602
	Iteration 46Q: 3 clusters Score -536087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -536088.625000 Penalty: 4211.766602
	Iteration 47Q: 3 clusters Score -536088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -536088.625000 Penalty: 4211.766602
	Iteration 48F: 3 clusters Score -536088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Entering Unmasked Estep 
Score: -1851727.625000 Penalty: 2407.875244
	Iteration 0F: 2 clusters Score -1851728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1839930.625000 Penalty: 4815.750488
	Iteration 0F: 3 clusters Score -1839931 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1843785.125000 Penalty: 4815.750488
	Iteration 1F: 3 clusters Score -1843785 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1844132.875000 Penalty: 4815.750488
	Iteration 2F: 3 clusters Score -1844133 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1844444.875000 Penalty: 4815.750488
	Iteration 3Q: 3 clusters Score -1844445 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1844745.875000 Penalty: 4815.750488
	Iteration 4Q: 3 clusters Score -1844746 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1845078.875000 Penalty: 4815.750488
	Iteration 5Q: 3 clusters Score -1845079 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1845456.125000 Penalty: 4815.750488
	Iteration 6Q: 3 clusters Score -1845456 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1845898.000000 Penalty: 4815.750488
	Iteration 7Q: 3 clusters Score -1845898 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1846380.500000 Penalty: 4815.750488
	Iteration 8Q: 3 clusters Score -1846380 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1846882.000000 Penalty: 4815.750488
	Iteration 9Q: 3 clusters Score -1846882 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1847412.250000 Penalty: 4815.750488
	Iteration 10Q: 3 clusters Score -1847412 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1847933.375000 Penalty: 4815.750488
	Iteration 11Q: 3 clusters Score -1847933 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1848393.500000 Penalty: 4815.750488
	Iteration 12Q: 3 clusters Score -1848394 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1848678.250000 Penalty: 4815.750488
	Iteration 13Q: 3 clusters Score -1848678 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1848843.750000 Penalty: 4815.750488
	Iteration 14Q: 3 clusters Score -1848844 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1848939.375000 Penalty: 4815.750488
	Iteration 15Q: 3 clusters Score -1848939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1849006.625000 Penalty: 4815.750488
	Iteration 16Q: 3 clusters Score -1849007 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1849057.500000 Penalty: 4815.750488
	Iteration 17Q: 3 clusters Score -1849058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1849111.000000 Penalty: 4815.750488
	Iteration 18Q: 3 clusters Score -1849111 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1849157.875000 Penalty: 4815.750488
	Iteration 19Q: 3 clusters Score -1849158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1849191.125000 Penalty: 4815.750488
	Iteration 20F: 3 clusters Score -1849191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1849218.125000 Penalty: 4815.750488
	Iteration 21Q: 3 clusters Score -1849218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1849233.500000 Penalty: 4815.750488
	Iteration 22Q: 3 clusters Score -1849234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1849251.750000 Penalty: 4815.750488
	Iteration 23Q: 3 clusters Score -1849252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1849270.875000 Penalty: 4815.750488
	Iteration 24Q: 3 clusters Score -1849271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1849285.250000 Penalty: 4815.750488
	Iteration 25Q: 3 clusters Score -1849285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1849308.750000 Penalty: 4815.750488
	Iteration 26Q: 3 clusters Score -1849309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1849323.000000 Penalty: 4815.750488
	Iteration 27Q: 3 clusters Score -1849323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1849341.375000 Penalty: 4815.750488
	Iteration 28Q: 3 clusters Score -1849341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1849353.625000 Penalty: 4815.750488
	Iteration 29Q: 3 clusters Score -1849354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1849371.875000 Penalty: 4815.750488
	Iteration 30Q: 3 clusters Score -1849372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1849380.375000 Penalty: 4815.750488
	Iteration 31Q: 3 clusters Score -1849380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1849388.500000 Penalty: 4815.750488
	Iteration 32Q: 3 clusters Score -1849388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1849395.375000 Penalty: 4815.750488
	Iteration 33Q: 3 clusters Score -1849395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1849407.500000 Penalty: 4815.750488
	Iteration 34Q: 3 clusters Score -1849408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1849412.000000 Penalty: 4815.750488
	Iteration 35Q: 3 clusters Score -1849412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1849415.375000 Penalty: 4815.750488
	Iteration 36Q: 3 clusters Score -1849415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1849417.500000 Penalty: 4815.750488
	Iteration 37Q: 3 clusters Score -1849418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1849425.750000 Penalty: 4815.750488
	Iteration 38Q: 3 clusters Score -1849426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1849426.750000 Penalty: 4815.750488
	Iteration 39Q: 3 clusters Score -1849427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1849429.375000 Penalty: 4815.750488
	Iteration 40F: 3 clusters Score -1849429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1849436.375000 Penalty: 4815.750488
	Iteration 41Q: 3 clusters Score -1849436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1849441.500000 Penalty: 4815.750488
	Iteration 42Q: 3 clusters Score -1849442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1849440.625000 Penalty: 4815.750488
	Iteration 43Q: 3 clusters Score -1849441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1849445.250000 Penalty: 4815.750488
	Iteration 44Q: 3 clusters Score -1849445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1849446.125000 Penalty: 4815.750488
	Iteration 45Q: 3 clusters Score -1849446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1849456.125000 Penalty: 4815.750488
	Iteration 46Q: 3 clusters Score -1849456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1849456.000000 Penalty: 4815.750488
	Iteration 47Q: 3 clusters Score -1849456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1849470.750000 Penalty: 4815.750488
	Iteration 48Q: 3 clusters Score -1849471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1849473.125000 Penalty: 4815.750488
	Iteration 49Q: 3 clusters Score -1849473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1849474.625000 Penalty: 4815.750488
	Iteration 50Q: 3 clusters Score -1849475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1849476.500000 Penalty: 4815.750488
	Iteration 51Q: 3 clusters Score -1849476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1849477.875000 Penalty: 4815.750488
	Iteration 52Q: 3 clusters Score -1849478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1849480.250000 Penalty: 4815.750488
	Iteration 53Q: 3 clusters Score -1849480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1849477.250000 Penalty: 4815.750488
	Iteration 54Q: 3 clusters Score -1849477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1849477.250000 Penalty: 4815.750488
	Iteration 55F: 3 clusters Score -1849477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -359454.281250 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -359454.3 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 1607 members 
Entering Unmasked Estep 
Score: -356075.781250 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -356075.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -356753.500000 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -356753.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356915.093750 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -356915.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -357003.406250 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -357003.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -357063.281250 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -357063.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -357102.437500 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -357102.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -357144.625000 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -357144.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -357179.187500 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -357179.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -357203.718750 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -357203.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -357225.656250 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -357225.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -357243.375000 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -357243.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -357260.031250 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -357260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -357280.531250 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -357280.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -357288.156250 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -357288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -357298.875000 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -357298.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -357310.187500 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -357310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -357323.250000 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -357323.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -357330.406250 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -357330.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -357339.843750 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -357339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -357347.562500 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -357347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -357354.781250 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -357354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -357359.687500 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -357359.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -357366.312500 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -357366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -357373.343750 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -357373.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -357378.468750 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -357378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -357383.906250 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -357383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -357391.062500 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -357391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -357398.656250 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -357398.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -357407.062500 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -357407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -357411.937500 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -357411.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -357415.843750 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -357415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -357420.562500 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -357420.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -357424.000000 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -357424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -357428.093750 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -357428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -357432.437500 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -357432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -357434.156250 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -357434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357435.656250 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -357435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -357436.593750 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -357436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -357437.437500 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -357437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -357438.906250 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -357438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -357439.343750 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -357439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -357440.406250 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -357440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -357440.562500 Penalty: 3999.279053
	Iteration 42Q: 3 clusters Score -357440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -357441.281250 Penalty: 3999.279053
	Iteration 43Q: 3 clusters Score -357441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -357441.281250 Penalty: 3999.279053
	Iteration 44F: 3 clusters Score -357441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Entering Unmasked Estep 
Score: -5710515.500000 Penalty: 2684.220703
	Iteration 0F: 2 clusters Score -5710516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -5676627.500000 Penalty: 5368.441406
	Iteration 0F: 3 clusters Score -5676628 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5689872.500000 Penalty: 5368.441406
	Iteration 1F: 3 clusters Score -5689872 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5690996.000000 Penalty: 5368.441406
	Iteration 2Q: 3 clusters Score -5690996 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5692686.500000 Penalty: 5368.441406
	Iteration 3F: 3 clusters Score -5692686 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5695140.500000 Penalty: 5368.441406
	Iteration 4F: 3 clusters Score -5695140 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -5698360.000000 Penalty: 5368.441406
	Iteration 5F: 3 clusters Score -5698360 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5701737.500000 Penalty: 5368.441406
	Iteration 6F: 3 clusters Score -5701738 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -5704652.000000 Penalty: 5368.441406
	Iteration 7F: 3 clusters Score -5704652 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5706624.000000 Penalty: 5368.441406
	Iteration 8Q: 3 clusters Score -5706624 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -5707733.000000 Penalty: 5368.441406
	Iteration 9Q: 3 clusters Score -5707733 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -5708259.500000 Penalty: 5368.441406
	Iteration 10Q: 3 clusters Score -5708260 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -5708433.000000 Penalty: 5368.441406
	Iteration 11Q: 3 clusters Score -5708433 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -5708525.000000 Penalty: 5368.441406
	Iteration 12Q: 3 clusters Score -5708525 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -5708555.500000 Penalty: 5368.441406
	Iteration 13Q: 3 clusters Score -5708556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -5708598.500000 Penalty: 5368.441406
	Iteration 14Q: 3 clusters Score -5708598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5708610.500000 Penalty: 5368.441406
	Iteration 15Q: 3 clusters Score -5708610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5708635.000000 Penalty: 5368.441406
	Iteration 16Q: 3 clusters Score -5708635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -5708638.000000 Penalty: 5368.441406
	Iteration 17Q: 3 clusters Score -5708638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -5708650.500000 Penalty: 5368.441406
	Iteration 18Q: 3 clusters Score -5708650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -5708651.500000 Penalty: 5368.441406
	Iteration 19Q: 3 clusters Score -5708652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -5708651.500000 Penalty: 5368.441406
	Iteration 20F: 3 clusters Score -5708652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -5708644.000000 Penalty: 5368.441406
	Iteration 21Q: 3 clusters Score -5708644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -5708653.500000 Penalty: 5368.441406
	Iteration 22Q: 3 clusters Score -5708654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -5708659.500000 Penalty: 5368.441406
	Iteration 23Q: 3 clusters Score -5708660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -5708658.000000 Penalty: 5368.441406
	Iteration 24Q: 3 clusters Score -5708658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -5708653.500000 Penalty: 5368.441406
	Iteration 25Q: 3 clusters Score -5708654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5708652.000000 Penalty: 5368.441406
	Iteration 26Q: 3 clusters Score -5708652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5708650.000000 Penalty: 5368.441406
	Iteration 27Q: 3 clusters Score -5708650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -5708649.500000 Penalty: 5368.441406
	Iteration 28Q: 3 clusters Score -5708650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5708648.500000 Penalty: 5368.441406
	Iteration 29Q: 3 clusters Score -5708648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -5708649.000000 Penalty: 5368.441406
	Iteration 30Q: 3 clusters Score -5708649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5708650.000000 Penalty: 5368.441406
	Iteration 31Q: 3 clusters Score -5708650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -5708648.000000 Penalty: 5368.441406
	Iteration 32Q: 3 clusters Score -5708648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -5708651.000000 Penalty: 5368.441406
	Iteration 33Q: 3 clusters Score -5708651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -5708646.000000 Penalty: 5368.441406
	Iteration 34Q: 3 clusters Score -5708646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5708655.000000 Penalty: 5368.441406
	Iteration 35Q: 3 clusters Score -5708655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -5708649.500000 Penalty: 5368.441406
	Iteration 36Q: 3 clusters Score -5708650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5708653.500000 Penalty: 5368.441406
	Iteration 37Q: 3 clusters Score -5708654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5708653.500000 Penalty: 5368.441406
	Iteration 38F: 3 clusters Score -5708654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Entering Unmasked Estep 
Score: -1360866.375000 Penalty: 2335.846436
	Iteration 0F: 2 clusters Score -1360866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1351704.500000 Penalty: 4671.692871
	Iteration 0F: 3 clusters Score -1351704 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1354450.750000 Penalty: 4671.692871
	Iteration 1F: 3 clusters Score -1354451 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1354848.000000 Penalty: 4671.692871
	Iteration 2F: 3 clusters Score -1354848 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1355181.875000 Penalty: 4671.692871
	Iteration 3F: 3 clusters Score -1355182 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1355481.875000 Penalty: 4671.692871
	Iteration 4Q: 3 clusters Score -1355482 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1355736.250000 Penalty: 4671.692871
	Iteration 5Q: 3 clusters Score -1355736 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1355982.125000 Penalty: 4671.692871
	Iteration 6Q: 3 clusters Score -1355982 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1356220.875000 Penalty: 4671.692871
	Iteration 7Q: 3 clusters Score -1356221 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1356508.125000 Penalty: 4671.692871
	Iteration 8Q: 3 clusters Score -1356508 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1356797.625000 Penalty: 4671.692871
	Iteration 9Q: 3 clusters Score -1356798 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1357131.875000 Penalty: 4671.692871
	Iteration 10Q: 3 clusters Score -1357132 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1357530.625000 Penalty: 4671.692871
	Iteration 11Q: 3 clusters Score -1357531 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1357962.875000 Penalty: 4671.692871
	Iteration 12Q: 3 clusters Score -1357963 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1358350.500000 Penalty: 4671.692871
	Iteration 13Q: 3 clusters Score -1358350 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1358651.625000 Penalty: 4671.692871
	Iteration 14Q: 3 clusters Score -1358652 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1358889.125000 Penalty: 4671.692871
	Iteration 15Q: 3 clusters Score -1358889 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1359073.750000 Penalty: 4671.692871
	Iteration 16Q: 3 clusters Score -1359074 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1359218.750000 Penalty: 4671.692871
	Iteration 17Q: 3 clusters Score -1359219 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1359331.750000 Penalty: 4671.692871
	Iteration 18Q: 3 clusters Score -1359332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1359405.375000 Penalty: 4671.692871
	Iteration 19Q: 3 clusters Score -1359405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1359473.750000 Penalty: 4671.692871
	Iteration 20F: 3 clusters Score -1359474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1359535.875000 Penalty: 4671.692871
	Iteration 21Q: 3 clusters Score -1359536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1359587.250000 Penalty: 4671.692871
	Iteration 22Q: 3 clusters Score -1359587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1359623.625000 Penalty: 4671.692871
	Iteration 23Q: 3 clusters Score -1359624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1359646.125000 Penalty: 4671.692871
	Iteration 24Q: 3 clusters Score -1359646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1359669.250000 Penalty: 4671.692871
	Iteration 25Q: 3 clusters Score -1359669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1359688.250000 Penalty: 4671.692871
	Iteration 26Q: 3 clusters Score -1359688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1359703.375000 Penalty: 4671.692871
	Iteration 27Q: 3 clusters Score -1359703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1359723.875000 Penalty: 4671.692871
	Iteration 28Q: 3 clusters Score -1359724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1359736.125000 Penalty: 4671.692871
	Iteration 29Q: 3 clusters Score -1359736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1359748.750000 Penalty: 4671.692871
	Iteration 30Q: 3 clusters Score -1359749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1359751.750000 Penalty: 4671.692871
	Iteration 31Q: 3 clusters Score -1359752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1359752.625000 Penalty: 4671.692871
	Iteration 32Q: 3 clusters Score -1359753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1359755.375000 Penalty: 4671.692871
	Iteration 33Q: 3 clusters Score -1359755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1359758.375000 Penalty: 4671.692871
	Iteration 34Q: 3 clusters Score -1359758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1359761.250000 Penalty: 4671.692871
	Iteration 35Q: 3 clusters Score -1359761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1359763.625000 Penalty: 4671.692871
	Iteration 36Q: 3 clusters Score -1359764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1359763.125000 Penalty: 4671.692871
	Iteration 37Q: 3 clusters Score -1359763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1359765.750000 Penalty: 4671.692871
	Iteration 38Q: 3 clusters Score -1359766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1359772.125000 Penalty: 4671.692871
	Iteration 39Q: 3 clusters Score -1359772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1359771.750000 Penalty: 4671.692871
	Iteration 40F: 3 clusters Score -1359772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1359775.125000 Penalty: 4671.692871
	Iteration 41Q: 3 clusters Score -1359775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1359776.250000 Penalty: 4671.692871
	Iteration 42Q: 3 clusters Score -1359776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1359776.250000 Penalty: 4671.692871
	Iteration 43Q: 3 clusters Score -1359776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1359774.000000 Penalty: 4671.692871
	Iteration 44Q: 3 clusters Score -1359774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1359776.500000 Penalty: 4671.692871
	Iteration 45Q: 3 clusters Score -1359776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1359776.500000 Penalty: 4671.692871
	Iteration 46F: 3 clusters Score -1359776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -481448.562500 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -481448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -477021.406250 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -477021.4 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -478251.593750 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -478251.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -478580.531250 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -478580.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -478813.500000 Penalty: 4215.821777
	Iteration 3F: 3 clusters Score -478813.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -478978.125000 Penalty: 4215.821777
	Iteration 4Q: 3 clusters Score -478978.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -479111.093750 Penalty: 4215.821777
	Iteration 5Q: 3 clusters Score -479111.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -479237.250000 Penalty: 4215.821777
	Iteration 6Q: 3 clusters Score -479237.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -479364.593750 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -479364.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -479475.562500 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -479475.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -479607.093750 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -479607.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -479778.718750 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -479778.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -479950.500000 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -479950.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -480099.343750 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -480099.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -480229.531250 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -480229.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -480351.062500 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -480351.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -480424.812500 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -480424.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -480483.156250 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -480483.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -480546.906250 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -480546.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -480623.093750 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -480623.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -480687.406250 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -480687.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -480751.156250 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -480751.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -480824.187500 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -480824.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -480905.843750 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -480905.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -480997.218750 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -480997.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -481083.343750 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -481083.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -481162.750000 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -481162.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -481231.218750 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -481231.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -481278.375000 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -481278.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -481309.156250 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -481309.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -481324.968750 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -481325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -481337.218750 Penalty: 4215.821777
	Iteration 30Q: 3 clusters Score -481337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -481341.593750 Penalty: 4215.821777
	Iteration 31Q: 3 clusters Score -481341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -481343.718750 Penalty: 4215.821777
	Iteration 32Q: 3 clusters Score -481343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -481345.968750 Penalty: 4215.821777
	Iteration 33Q: 3 clusters Score -481346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -481347.812500 Penalty: 4215.821777
	Iteration 34Q: 3 clusters Score -481347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -481350.468750 Penalty: 4215.821777
	Iteration 35Q: 3 clusters Score -481350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -481350.406250 Penalty: 4215.821777
	Iteration 36Q: 3 clusters Score -481350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -481350.218750 Penalty: 4215.821777
	Iteration 37Q: 3 clusters Score -481350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -481350.250000 Penalty: 4215.821777
	Iteration 38Q: 3 clusters Score -481350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -481351.187500 Penalty: 4215.821777
	Iteration 39Q: 3 clusters Score -481351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -481350.812500 Penalty: 4215.821777
	Iteration 40F: 3 clusters Score -481350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -481351.843750 Penalty: 4215.821777
	Iteration 41Q: 3 clusters Score -481351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -481351.906250 Penalty: 4215.821777
	Iteration 42Q: 3 clusters Score -481351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -481351.906250 Penalty: 4215.821777
	Iteration 43F: 3 clusters Score -481351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -64070.121094 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -64070.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62421.988281 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -62421.99 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62765.613281 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -62765.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63013.746094 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -63013.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63147.292969 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -63147.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63234.832031 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -63234.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63335.250000 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -63335.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63433.632812 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -63433.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63534.914062 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -63534.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63579.121094 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -63579.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63648.312500 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -63648.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63726.269531 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -63726.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63823.921875 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -63823.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63876.390625 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -63876.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63907.761719 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -63907.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63942.761719 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -63942.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63964.812500 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -63964.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63992.039062 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -63992.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63992.039062 Penalty: 3229.088135
	Iteration 17F: 3 clusters Score -63992.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Entering Unmasked Estep 
Score: -406789.437500 Penalty: 2041.908813
	Iteration 0F: 2 clusters Score -406789.4 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 1913 members 
Entering Unmasked Estep 
Score: -403091.156250 Penalty: 4083.817627
	Iteration 0F: 3 clusters Score -403091.2 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -403866.281250 Penalty: 4083.817627
	Iteration 1F: 3 clusters Score -403866.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -404038.812500 Penalty: 4083.817627
	Iteration 2F: 3 clusters Score -404038.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -404216.625000 Penalty: 4083.817627
	Iteration 3Q: 3 clusters Score -404216.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -404397.937500 Penalty: 4083.817627
	Iteration 4Q: 3 clusters Score -404397.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -404548.500000 Penalty: 4083.817627
	Iteration 5Q: 3 clusters Score -404548.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -404659.687500 Penalty: 4083.817627
	Iteration 6Q: 3 clusters Score -404659.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -404734.968750 Penalty: 4083.817627
	Iteration 7Q: 3 clusters Score -404735 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -404801.468750 Penalty: 4083.817627
	Iteration 8Q: 3 clusters Score -404801.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -404855.281250 Penalty: 4083.817627
	Iteration 9Q: 3 clusters Score -404855.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -404899.437500 Penalty: 4083.817627
	Iteration 10Q: 3 clusters Score -404899.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -404936.031250 Penalty: 4083.817627
	Iteration 11Q: 3 clusters Score -404936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -404969.218750 Penalty: 4083.817627
	Iteration 12Q: 3 clusters Score -404969.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -405013.500000 Penalty: 4083.817627
	Iteration 13Q: 3 clusters Score -405013.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -405047.500000 Penalty: 4083.817627
	Iteration 14Q: 3 clusters Score -405047.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -405076.843750 Penalty: 4083.817627
	Iteration 15Q: 3 clusters Score -405076.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -405096.750000 Penalty: 4083.817627
	Iteration 16Q: 3 clusters Score -405096.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -405114.406250 Penalty: 4083.817627
	Iteration 17Q: 3 clusters Score -405114.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -405131.250000 Penalty: 4083.817627
	Iteration 18Q: 3 clusters Score -405131.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -405149.156250 Penalty: 4083.817627
	Iteration 19Q: 3 clusters Score -405149.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -405171.031250 Penalty: 4083.817627
	Iteration 20F: 3 clusters Score -405171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -405202.375000 Penalty: 4083.817627
	Iteration 21Q: 3 clusters Score -405202.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -405219.437500 Penalty: 4083.817627
	Iteration 22Q: 3 clusters Score -405219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -405231.375000 Penalty: 4083.817627
	Iteration 23Q: 3 clusters Score -405231.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -405243.906250 Penalty: 4083.817627
	Iteration 24Q: 3 clusters Score -405243.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -405265.281250 Penalty: 4083.817627
	Iteration 25Q: 3 clusters Score -405265.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -405278.593750 Penalty: 4083.817627
	Iteration 26Q: 3 clusters Score -405278.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -405287.656250 Penalty: 4083.817627
	Iteration 27Q: 3 clusters Score -405287.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -405297.218750 Penalty: 4083.817627
	Iteration 28Q: 3 clusters Score -405297.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -405301.875000 Penalty: 4083.817627
	Iteration 29Q: 3 clusters Score -405301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -405305.375000 Penalty: 4083.817627
	Iteration 30Q: 3 clusters Score -405305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -405308.625000 Penalty: 4083.817627
	Iteration 31Q: 3 clusters Score -405308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -405312.000000 Penalty: 4083.817627
	Iteration 32Q: 3 clusters Score -405312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -405316.437500 Penalty: 4083.817627
	Iteration 33Q: 3 clusters Score -405316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -405319.625000 Penalty: 4083.817627
	Iteration 34Q: 3 clusters Score -405319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -405319.843750 Penalty: 4083.817627
	Iteration 35Q: 3 clusters Score -405319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -405320.187500 Penalty: 4083.817627
	Iteration 36Q: 3 clusters Score -405320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -405321.218750 Penalty: 4083.817627
	Iteration 37Q: 3 clusters Score -405321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -405321.750000 Penalty: 4083.817627
	Iteration 38Q: 3 clusters Score -405321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -405323.218750 Penalty: 4083.817627
	Iteration 39Q: 3 clusters Score -405323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -405326.625000 Penalty: 4083.817627
	Iteration 40F: 3 clusters Score -405326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405329.406250 Penalty: 4083.817627
	Iteration 41Q: 3 clusters Score -405329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405330.187500 Penalty: 4083.817627
	Iteration 42Q: 3 clusters Score -405330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405332.062500 Penalty: 4083.817627
	Iteration 43Q: 3 clusters Score -405332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405332.031250 Penalty: 4083.817627
	Iteration 44Q: 3 clusters Score -405332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405332.031250 Penalty: 4083.817627
	Iteration 45F: 3 clusters Score -405332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -1680763.250000 Penalty: 2387.252930
	Iteration 0F: 2 clusters Score -1680763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1669740.875000 Penalty: 4774.505859
	Iteration 0F: 3 clusters Score -1669741 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1673402.125000 Penalty: 4774.505859
	Iteration 1F: 3 clusters Score -1673402 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1673883.875000 Penalty: 4774.505859
	Iteration 2F: 3 clusters Score -1673884 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1674429.250000 Penalty: 4774.505859
	Iteration 3F: 3 clusters Score -1674429 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1675098.750000 Penalty: 4774.505859
	Iteration 4F: 3 clusters Score -1675099 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1675992.750000 Penalty: 4774.505859
	Iteration 5F: 3 clusters Score -1675993 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1676870.875000 Penalty: 4774.505859
	Iteration 6F: 3 clusters Score -1676871 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1677631.000000 Penalty: 4774.505859
	Iteration 7F: 3 clusters Score -1677631 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1678109.500000 Penalty: 4774.505859
	Iteration 8F: 3 clusters Score -1678110 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1678391.625000 Penalty: 4774.505859
	Iteration 9Q: 3 clusters Score -1678392 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1678555.125000 Penalty: 4774.505859
	Iteration 10Q: 3 clusters Score -1678555 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1678657.500000 Penalty: 4774.505859
	Iteration 11Q: 3 clusters Score -1678658 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1678735.625000 Penalty: 4774.505859
	Iteration 12Q: 3 clusters Score -1678736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1678784.625000 Penalty: 4774.505859
	Iteration 13Q: 3 clusters Score -1678785 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1678843.375000 Penalty: 4774.505859
	Iteration 14Q: 3 clusters Score -1678843 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1678895.000000 Penalty: 4774.505859
	Iteration 15Q: 3 clusters Score -1678895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1678955.250000 Penalty: 4774.505859
	Iteration 16Q: 3 clusters Score -1678955 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1679017.375000 Penalty: 4774.505859
	Iteration 17Q: 3 clusters Score -1679017 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1679100.000000 Penalty: 4774.505859
	Iteration 18Q: 3 clusters Score -1679100 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1679199.500000 Penalty: 4774.505859
	Iteration 19Q: 3 clusters Score -1679200 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1679317.000000 Penalty: 4774.505859
	Iteration 20F: 3 clusters Score -1679317 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1679421.000000 Penalty: 4774.505859
	Iteration 21Q: 3 clusters Score -1679421 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1679515.250000 Penalty: 4774.505859
	Iteration 22Q: 3 clusters Score -1679515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1679599.375000 Penalty: 4774.505859
	Iteration 23Q: 3 clusters Score -1679599 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1679672.000000 Penalty: 4774.505859
	Iteration 24Q: 3 clusters Score -1679672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1679726.875000 Penalty: 4774.505859
	Iteration 25Q: 3 clusters Score -1679727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1679772.375000 Penalty: 4774.505859
	Iteration 26Q: 3 clusters Score -1679772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1679801.125000 Penalty: 4774.505859
	Iteration 27Q: 3 clusters Score -1679801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1679822.250000 Penalty: 4774.505859
	Iteration 28Q: 3 clusters Score -1679822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1679837.250000 Penalty: 4774.505859
	Iteration 29Q: 3 clusters Score -1679837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1679844.875000 Penalty: 4774.505859
	Iteration 30Q: 3 clusters Score -1679845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1679852.000000 Penalty: 4774.505859
	Iteration 31Q: 3 clusters Score -1679852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1679854.000000 Penalty: 4774.505859
	Iteration 32Q: 3 clusters Score -1679854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1679854.250000 Penalty: 4774.505859
	Iteration 33Q: 3 clusters Score -1679854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1679856.750000 Penalty: 4774.505859
	Iteration 34Q: 3 clusters Score -1679857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1679855.375000 Penalty: 4774.505859
	Iteration 35Q: 3 clusters Score -1679855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1679856.625000 Penalty: 4774.505859
	Iteration 36Q: 3 clusters Score -1679857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1679856.875000 Penalty: 4774.505859
	Iteration 37Q: 3 clusters Score -1679857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1679856.500000 Penalty: 4774.505859
	Iteration 38Q: 3 clusters Score -1679856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1679852.500000 Penalty: 4774.505859
	Iteration 39Q: 3 clusters Score -1679852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1679853.125000 Penalty: 4774.505859
	Iteration 40F: 3 clusters Score -1679853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1679853.125000 Penalty: 4774.505859
	Iteration 41Q: 3 clusters Score -1679853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1679851.500000 Penalty: 4774.505859
	Iteration 42Q: 3 clusters Score -1679852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1679853.375000 Penalty: 4774.505859
	Iteration 43Q: 3 clusters Score -1679853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1679852.250000 Penalty: 4774.505859
	Iteration 44Q: 3 clusters Score -1679852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1679849.500000 Penalty: 4774.505859
	Iteration 45Q: 3 clusters Score -1679850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1679852.375000 Penalty: 4774.505859
	Iteration 46Q: 3 clusters Score -1679852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1679855.625000 Penalty: 4774.505859
	Iteration 47Q: 3 clusters Score -1679856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1679856.250000 Penalty: 4774.505859
	Iteration 48Q: 3 clusters Score -1679856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1679855.625000 Penalty: 4774.505859
	Iteration 49Q: 3 clusters Score -1679856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1679852.875000 Penalty: 4774.505859
	Iteration 50Q: 3 clusters Score -1679853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1679853.250000 Penalty: 4774.505859
	Iteration 51Q: 3 clusters Score -1679853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1679855.125000 Penalty: 4774.505859
	Iteration 52Q: 3 clusters Score -1679855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1679853.125000 Penalty: 4774.505859
	Iteration 53Q: 3 clusters Score -1679853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1679854.125000 Penalty: 4774.505859
	Iteration 54Q: 3 clusters Score -1679854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1679855.000000 Penalty: 4774.505859
	Iteration 55Q: 3 clusters Score -1679855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1679855.000000 Penalty: 4774.505859
	Iteration 56F: 3 clusters Score -1679855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Entering Unmasked Estep 
Score: -4392093.000000 Penalty: 2625.704590
	Iteration 0F: 2 clusters Score -4392093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4365323.500000 Penalty: 5251.409180
	Iteration 0F: 3 clusters Score -4365324 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4375398.000000 Penalty: 5251.409180
	Iteration 1F: 3 clusters Score -4375398 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4376119.500000 Penalty: 5251.409180
	Iteration 2Q: 3 clusters Score -4376120 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4376980.000000 Penalty: 5251.409180
	Iteration 3F: 3 clusters Score -4376980 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -4378143.000000 Penalty: 5251.409180
	Iteration 4F: 3 clusters Score -4378143 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -4379782.000000 Penalty: 5251.409180
	Iteration 5F: 3 clusters Score -4379782 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4381993.500000 Penalty: 5251.409180
	Iteration 6F: 3 clusters Score -4381994 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4384527.500000 Penalty: 5251.409180
	Iteration 7F: 3 clusters Score -4384528 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4386911.000000 Penalty: 5251.409180
	Iteration 8F: 3 clusters Score -4386911 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4388528.500000 Penalty: 5251.409180
	Iteration 9Q: 3 clusters Score -4388528 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4389341.000000 Penalty: 5251.409180
	Iteration 10Q: 3 clusters Score -4389341 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4389639.500000 Penalty: 5251.409180
	Iteration 11Q: 3 clusters Score -4389640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4389748.500000 Penalty: 5251.409180
	Iteration 12Q: 3 clusters Score -4389748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -4389812.500000 Penalty: 5251.409180
	Iteration 13Q: 3 clusters Score -4389812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4389836.000000 Penalty: 5251.409180
	Iteration 14Q: 3 clusters Score -4389836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -4389845.000000 Penalty: 5251.409180
	Iteration 15Q: 3 clusters Score -4389845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -4389856.500000 Penalty: 5251.409180
	Iteration 16Q: 3 clusters Score -4389856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4389857.000000 Penalty: 5251.409180
	Iteration 17Q: 3 clusters Score -4389857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4389862.000000 Penalty: 5251.409180
	Iteration 18Q: 3 clusters Score -4389862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4389862.000000 Penalty: 5251.409180
	Iteration 19F: 3 clusters Score -4389862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -417834.000000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -417834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -413982.406250 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -413982.4 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -414823.687500 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -414823.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -415015.812500 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -415015.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -415130.437500 Penalty: 4092.177734
	Iteration 3Q: 3 clusters Score -415130.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -415200.875000 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -415200.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -415253.562500 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -415253.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -415299.187500 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -415299.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -415342.906250 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -415342.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -415382.750000 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -415382.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -415412.375000 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -415412.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -415446.437500 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -415446.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -415478.250000 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -415478.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -415514.906250 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -415514.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -415561.437500 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -415561.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -415597.968750 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -415598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -415641.906250 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -415641.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -415673.406250 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -415673.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -415711.625000 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -415711.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -415751.093750 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -415751.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -415774.812500 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -415774.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -415794.781250 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -415794.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -415816.718750 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -415816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -415836.562500 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -415836.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -415859.312500 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -415859.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -415875.812500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -415875.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -415892.281250 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -415892.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -415917.781250 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -415917.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -415934.687500 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -415934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -415944.718750 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -415944.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -415954.343750 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -415954.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -415965.562500 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -415965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -415978.031250 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -415978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -415983.593750 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -415983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -415984.656250 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -415984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -415987.562500 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -415987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -415991.781250 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -415991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -415992.718750 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -415992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -415993.031250 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -415993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -415995.562500 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -415995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -415998.062500 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -415998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -416000.312500 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -416000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -416001.500000 Penalty: 4092.177734
	Iteration 41Q: 3 clusters Score -416001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -416003.781250 Penalty: 4092.177734
	Iteration 42Q: 3 clusters Score -416003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -416004.031250 Penalty: 4092.177734
	Iteration 43Q: 3 clusters Score -416004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -416006.062500 Penalty: 4092.177734
	Iteration 44Q: 3 clusters Score -416006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -416007.187500 Penalty: 4092.177734
	Iteration 45Q: 3 clusters Score -416007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -416008.937500 Penalty: 4092.177734
	Iteration 46Q: 3 clusters Score -416008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -416009.281250 Penalty: 4092.177734
	Iteration 47Q: 3 clusters Score -416009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -416009.781250 Penalty: 4092.177734
	Iteration 48Q: 3 clusters Score -416009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -416009.781250 Penalty: 4092.177734
	Iteration 49F: 3 clusters Score -416009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -127861.078125 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -127861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125842.492188 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -125842.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126153.109375 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -126153.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -126306.031250 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -126306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -126384.507812 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -126384.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126440.726562 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -126440.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126477.195312 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -126477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126499.070312 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -126499.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126523.750000 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -126523.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -126543.328125 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -126543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -126559.507812 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -126559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126571.429688 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -126571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126573.695312 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -126573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126576.640625 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -126576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126576.640625 Penalty: 3498.578369
	Iteration 13F: 3 clusters Score -126576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Entering Unmasked Estep 
Score: -1965299.750000 Penalty: 2419.423828
	Iteration 0F: 2 clusters Score -1965300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1952915.125000 Penalty: 4838.847656
	Iteration 0F: 3 clusters Score -1952915 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1956876.625000 Penalty: 4838.847656
	Iteration 1F: 3 clusters Score -1956877 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1957189.250000 Penalty: 4838.847656
	Iteration 2F: 3 clusters Score -1957189 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1957442.750000 Penalty: 4838.847656
	Iteration 3Q: 3 clusters Score -1957443 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1957643.750000 Penalty: 4838.847656
	Iteration 4Q: 3 clusters Score -1957644 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1957815.625000 Penalty: 4838.847656
	Iteration 5Q: 3 clusters Score -1957816 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1957975.125000 Penalty: 4838.847656
	Iteration 6Q: 3 clusters Score -1957975 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1958136.125000 Penalty: 4838.847656
	Iteration 7Q: 3 clusters Score -1958136 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1958305.625000 Penalty: 4838.847656
	Iteration 8Q: 3 clusters Score -1958306 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1958470.625000 Penalty: 4838.847656
	Iteration 9Q: 3 clusters Score -1958471 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1958649.125000 Penalty: 4838.847656
	Iteration 10Q: 3 clusters Score -1958649 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1958807.875000 Penalty: 4838.847656
	Iteration 11Q: 3 clusters Score -1958808 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1958975.875000 Penalty: 4838.847656
	Iteration 12Q: 3 clusters Score -1958976 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1959165.375000 Penalty: 4838.847656
	Iteration 13Q: 3 clusters Score -1959165 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1959366.500000 Penalty: 4838.847656
	Iteration 14Q: 3 clusters Score -1959366 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1959608.875000 Penalty: 4838.847656
	Iteration 15Q: 3 clusters Score -1959609 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1959870.000000 Penalty: 4838.847656
	Iteration 16Q: 3 clusters Score -1959870 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1960173.250000 Penalty: 4838.847656
	Iteration 17Q: 3 clusters Score -1960173 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1960546.625000 Penalty: 4838.847656
	Iteration 18Q: 3 clusters Score -1960547 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1960936.375000 Penalty: 4838.847656
	Iteration 19Q: 3 clusters Score -1960936 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1961350.125000 Penalty: 4838.847656
	Iteration 20F: 3 clusters Score -1961350 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1961654.375000 Penalty: 4838.847656
	Iteration 21Q: 3 clusters Score -1961654 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1961876.125000 Penalty: 4838.847656
	Iteration 22Q: 3 clusters Score -1961876 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1962043.250000 Penalty: 4838.847656
	Iteration 23Q: 3 clusters Score -1962043 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1962157.875000 Penalty: 4838.847656
	Iteration 24Q: 3 clusters Score -1962158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1962227.125000 Penalty: 4838.847656
	Iteration 25Q: 3 clusters Score -1962227 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1962283.625000 Penalty: 4838.847656
	Iteration 26Q: 3 clusters Score -1962284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1962320.375000 Penalty: 4838.847656
	Iteration 27Q: 3 clusters Score -1962320 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1962358.875000 Penalty: 4838.847656
	Iteration 28Q: 3 clusters Score -1962359 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1962384.875000 Penalty: 4838.847656
	Iteration 29Q: 3 clusters Score -1962385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1962410.250000 Penalty: 4838.847656
	Iteration 30Q: 3 clusters Score -1962410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1962427.875000 Penalty: 4838.847656
	Iteration 31Q: 3 clusters Score -1962428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1962445.500000 Penalty: 4838.847656
	Iteration 32Q: 3 clusters Score -1962446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1962461.875000 Penalty: 4838.847656
	Iteration 33Q: 3 clusters Score -1962462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1962483.625000 Penalty: 4838.847656
	Iteration 34Q: 3 clusters Score -1962484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1962491.875000 Penalty: 4838.847656
	Iteration 35Q: 3 clusters Score -1962492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1962506.250000 Penalty: 4838.847656
	Iteration 36Q: 3 clusters Score -1962506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1962514.875000 Penalty: 4838.847656
	Iteration 37Q: 3 clusters Score -1962515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1962529.625000 Penalty: 4838.847656
	Iteration 38Q: 3 clusters Score -1962530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1962543.000000 Penalty: 4838.847656
	Iteration 39Q: 3 clusters Score -1962543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1962553.875000 Penalty: 4838.847656
	Iteration 40F: 3 clusters Score -1962554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1962556.250000 Penalty: 4838.847656
	Iteration 41Q: 3 clusters Score -1962556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1962562.625000 Penalty: 4838.847656
	Iteration 42Q: 3 clusters Score -1962563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1962569.250000 Penalty: 4838.847656
	Iteration 43Q: 3 clusters Score -1962569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1962572.500000 Penalty: 4838.847656
	Iteration 44Q: 3 clusters Score -1962572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1962589.750000 Penalty: 4838.847656
	Iteration 45Q: 3 clusters Score -1962590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1962601.375000 Penalty: 4838.847656
	Iteration 46Q: 3 clusters Score -1962601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1962605.250000 Penalty: 4838.847656
	Iteration 47Q: 3 clusters Score -1962605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1962618.000000 Penalty: 4838.847656
	Iteration 48Q: 3 clusters Score -1962618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1962637.625000 Penalty: 4838.847656
	Iteration 49Q: 3 clusters Score -1962638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1962649.875000 Penalty: 4838.847656
	Iteration 50Q: 3 clusters Score -1962650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1962670.000000 Penalty: 4838.847656
	Iteration 51Q: 3 clusters Score -1962670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1962679.000000 Penalty: 4838.847656
	Iteration 52Q: 3 clusters Score -1962679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1962695.250000 Penalty: 4838.847656
	Iteration 53Q: 3 clusters Score -1962695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1962726.875000 Penalty: 4838.847656
	Iteration 54Q: 3 clusters Score -1962727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1962746.750000 Penalty: 4838.847656
	Iteration 55Q: 3 clusters Score -1962747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1962772.375000 Penalty: 4838.847656
	Iteration 56Q: 3 clusters Score -1962772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1962791.875000 Penalty: 4838.847656
	Iteration 57Q: 3 clusters Score -1962792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1962807.625000 Penalty: 4838.847656
	Iteration 58Q: 3 clusters Score -1962808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1962820.250000 Penalty: 4838.847656
	Iteration 59Q: 3 clusters Score -1962820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1962828.125000 Penalty: 4838.847656
	Iteration 60F: 3 clusters Score -1962828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1962841.250000 Penalty: 4838.847656
	Iteration 61Q: 3 clusters Score -1962841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1962849.125000 Penalty: 4838.847656
	Iteration 62Q: 3 clusters Score -1962849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1962850.625000 Penalty: 4838.847656
	Iteration 63Q: 3 clusters Score -1962851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1962866.625000 Penalty: 4838.847656
	Iteration 64Q: 3 clusters Score -1962867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1962873.125000 Penalty: 4838.847656
	Iteration 65Q: 3 clusters Score -1962873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1962870.875000 Penalty: 4838.847656
	Iteration 66Q: 3 clusters Score -1962871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1962878.750000 Penalty: 4838.847656
	Iteration 67Q: 3 clusters Score -1962879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1962883.625000 Penalty: 4838.847656
	Iteration 68Q: 3 clusters Score -1962884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1962889.625000 Penalty: 4838.847656
	Iteration 69Q: 3 clusters Score -1962890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1962890.500000 Penalty: 4838.847656
	Iteration 70Q: 3 clusters Score -1962890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1962892.250000 Penalty: 4838.847656
	Iteration 71Q: 3 clusters Score -1962892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1962896.125000 Penalty: 4838.847656
	Iteration 72Q: 3 clusters Score -1962896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1962900.125000 Penalty: 4838.847656
	Iteration 73Q: 3 clusters Score -1962900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1962904.375000 Penalty: 4838.847656
	Iteration 74Q: 3 clusters Score -1962904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1962905.875000 Penalty: 4838.847656
	Iteration 75Q: 3 clusters Score -1962906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1962909.500000 Penalty: 4838.847656
	Iteration 76Q: 3 clusters Score -1962910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1962921.625000 Penalty: 4838.847656
	Iteration 77Q: 3 clusters Score -1962922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1962923.875000 Penalty: 4838.847656
	Iteration 78Q: 3 clusters Score -1962924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1962927.000000 Penalty: 4838.847656
	Iteration 79Q: 3 clusters Score -1962927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1962941.625000 Penalty: 4838.847656
	Iteration 80F: 3 clusters Score -1962942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1962951.375000 Penalty: 4838.847656
	Iteration 81Q: 3 clusters Score -1962951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1962951.000000 Penalty: 4838.847656
	Iteration 82Q: 3 clusters Score -1962951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1962955.750000 Penalty: 4838.847656
	Iteration 83Q: 3 clusters Score -1962956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1962961.375000 Penalty: 4838.847656
	Iteration 84Q: 3 clusters Score -1962961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1962968.875000 Penalty: 4838.847656
	Iteration 85Q: 3 clusters Score -1962969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1962968.125000 Penalty: 4838.847656
	Iteration 86Q: 3 clusters Score -1962968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1962974.375000 Penalty: 4838.847656
	Iteration 87Q: 3 clusters Score -1962974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1962981.125000 Penalty: 4838.847656
	Iteration 88Q: 3 clusters Score -1962981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1962985.875000 Penalty: 4838.847656
	Iteration 89Q: 3 clusters Score -1962986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1962990.000000 Penalty: 4838.847656
	Iteration 90Q: 3 clusters Score -1962990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1962990.500000 Penalty: 4838.847656
	Iteration 91Q: 3 clusters Score -1962990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1962996.375000 Penalty: 4838.847656
	Iteration 92Q: 3 clusters Score -1962996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1962993.875000 Penalty: 4838.847656
	Iteration 93Q: 3 clusters Score -1962994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1963000.000000 Penalty: 4838.847656
	Iteration 94Q: 3 clusters Score -1963000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1963001.500000 Penalty: 4838.847656
	Iteration 95Q: 3 clusters Score -1963002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1963006.750000 Penalty: 4838.847656
	Iteration 96Q: 3 clusters Score -1963007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1963008.000000 Penalty: 4838.847656
	Iteration 97Q: 3 clusters Score -1963008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1963012.125000 Penalty: 4838.847656
	Iteration 98Q: 3 clusters Score -1963012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1963012.375000 Penalty: 4838.847656
	Iteration 99Q: 3 clusters Score -1963012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1963009.875000 Penalty: 4838.847656
	Iteration 100F: 3 clusters Score -1963010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1963009.125000 Penalty: 4838.847656
	Iteration 101Q: 3 clusters Score -1963009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1963009.125000 Penalty: 4838.847656
	Iteration 102Q: 3 clusters Score -1963009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1963006.625000 Penalty: 4838.847656
	Iteration 103Q: 3 clusters Score -1963007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1963004.750000 Penalty: 4838.847656
	Iteration 104Q: 3 clusters Score -1963005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1963008.625000 Penalty: 4838.847656
	Iteration 105Q: 3 clusters Score -1963009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1963008.125000 Penalty: 4838.847656
	Iteration 106Q: 3 clusters Score -1963008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1963007.625000 Penalty: 4838.847656
	Iteration 107Q: 3 clusters Score -1963008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1963007.625000 Penalty: 4838.847656
	Iteration 108F: 3 clusters Score -1963008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -139923.046875 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -139923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137750.937500 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -137750.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138071.890625 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -138071.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -138193.968750 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -138194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138310.171875 Penalty: 3578.394043
	Iteration 3Q: 3 clusters Score -138310.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138380.437500 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -138380.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138425.171875 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -138425.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138463.609375 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -138463.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -138496.875000 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -138496.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138513.234375 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -138513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -138522.921875 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -138522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138537.312500 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -138537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138549.578125 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -138549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -138566.515625 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -138566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -138579.828125 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -138579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138584.671875 Penalty: 3578.394043
	Iteration 14Q: 3 clusters Score -138584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -138588.093750 Penalty: 3578.394043
	Iteration 15Q: 3 clusters Score -138588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138594.640625 Penalty: 3578.394043
	Iteration 16Q: 3 clusters Score -138594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -138595.796875 Penalty: 3578.394043
	Iteration 17Q: 3 clusters Score -138595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138597.593750 Penalty: 3578.394043
	Iteration 18Q: 3 clusters Score -138597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -138599.375000 Penalty: 3578.394043
	Iteration 19Q: 3 clusters Score -138599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138602.890625 Penalty: 3578.394043
	Iteration 20F: 3 clusters Score -138602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138603.781250 Penalty: 3578.394043
	Iteration 21Q: 3 clusters Score -138603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138603.781250 Penalty: 3578.394043
	Iteration 22F: 3 clusters Score -138603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (113794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Entering Unmasked Estep 
Score: -12910768.000000 Penalty: 2887.251953
	Iteration 0F: 2 clusters Score -1.291077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -12834232.000000 Penalty: 5774.503906
	Iteration 0F: 3 clusters Score -1.283423e+07 nChanged 53931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -12865656.000000 Penalty: 5774.503906
	Iteration 1F: 3 clusters Score -1.286566e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -12866936.000000 Penalty: 5774.503906
	Iteration 2Q: 3 clusters Score -1.286694e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -12868610.000000 Penalty: 5774.503906
	Iteration 3Q: 3 clusters Score -1.286861e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -12870879.000000 Penalty: 5774.503906
	Iteration 4Q: 3 clusters Score -1.287088e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -12874185.000000 Penalty: 5774.503906
	Iteration 5F: 3 clusters Score -1.287418e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -12879269.000000 Penalty: 5774.503906
	Iteration 6F: 3 clusters Score -1.287927e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -12885326.000000 Penalty: 5774.503906
	Iteration 7F: 3 clusters Score -1.288533e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -12890731.000000 Penalty: 5774.503906
	Iteration 8F: 3 clusters Score -1.289073e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -12893959.000000 Penalty: 5774.503906
	Iteration 9Q: 3 clusters Score -1.289396e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -12895360.000000 Penalty: 5774.503906
	Iteration 10Q: 3 clusters Score -1.289536e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -12896208.000000 Penalty: 5774.503906
	Iteration 11Q: 3 clusters Score -1.289621e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -12896929.000000 Penalty: 5774.503906
	Iteration 12Q: 3 clusters Score -1.289693e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -12897452.000000 Penalty: 5774.503906
	Iteration 13Q: 3 clusters Score -1.289745e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -12898067.000000 Penalty: 5774.503906
	Iteration 14Q: 3 clusters Score -1.289807e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -12898685.000000 Penalty: 5774.503906
	Iteration 15Q: 3 clusters Score -1.289868e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -12899341.000000 Penalty: 5774.503906
	Iteration 16Q: 3 clusters Score -1.289934e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -12900053.000000 Penalty: 5774.503906
	Iteration 17Q: 3 clusters Score -1.290005e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -12900871.000000 Penalty: 5774.503906
	Iteration 18Q: 3 clusters Score -1.290087e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -12901588.000000 Penalty: 5774.503906
	Iteration 19Q: 3 clusters Score -1.290159e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12902426.000000 Penalty: 5774.503906
	Iteration 20F: 3 clusters Score -1.290243e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -12903144.000000 Penalty: 5774.503906
	Iteration 21Q: 3 clusters Score -1.290314e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -12903875.000000 Penalty: 5774.503906
	Iteration 22Q: 3 clusters Score -1.290388e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -12904674.000000 Penalty: 5774.503906
	Iteration 23Q: 3 clusters Score -1.290467e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -12905438.000000 Penalty: 5774.503906
	Iteration 24Q: 3 clusters Score -1.290544e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -12906167.000000 Penalty: 5774.503906
	Iteration 25Q: 3 clusters Score -1.290617e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12906813.000000 Penalty: 5774.503906
	Iteration 26Q: 3 clusters Score -1.290681e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -12907541.000000 Penalty: 5774.503906
	Iteration 27Q: 3 clusters Score -1.290754e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 108445 members 
Entering Unmasked Estep 
Score: -12908108.000000 Penalty: 5774.503906
	Iteration 28Q: 3 clusters Score -1.290811e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -12908512.000000 Penalty: 5774.503906
	Iteration 29Q: 3 clusters Score -1.290851e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -12908834.000000 Penalty: 5774.503906
	Iteration 30Q: 3 clusters Score -1.290883e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -12909030.000000 Penalty: 5774.503906
	Iteration 31Q: 3 clusters Score -1.290903e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -12909174.000000 Penalty: 5774.503906
	Iteration 32Q: 3 clusters Score -1.290917e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -12909305.000000 Penalty: 5774.503906
	Iteration 33Q: 3 clusters Score -1.29093e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -12909419.000000 Penalty: 5774.503906
	Iteration 34Q: 3 clusters Score -1.290942e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -12909508.000000 Penalty: 5774.503906
	Iteration 35Q: 3 clusters Score -1.290951e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -12909581.000000 Penalty: 5774.503906
	Iteration 36Q: 3 clusters Score -1.290958e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -12909625.000000 Penalty: 5774.503906
	Iteration 37Q: 3 clusters Score -1.290962e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -12909674.000000 Penalty: 5774.503906
	Iteration 38Q: 3 clusters Score -1.290967e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -12909709.000000 Penalty: 5774.503906
	Iteration 39Q: 3 clusters Score -1.290971e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 108485 members 
Entering Unmasked Estep 
Score: -12909718.000000 Penalty: 5774.503906
	Iteration 40F: 3 clusters Score -1.290972e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -12909733.000000 Penalty: 5774.503906
	Iteration 41Q: 3 clusters Score -1.290973e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -12909735.000000 Penalty: 5774.503906
	Iteration 42Q: 3 clusters Score -1.290974e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -12909736.000000 Penalty: 5774.503906
	Iteration 43Q: 3 clusters Score -1.290974e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -12909742.000000 Penalty: 5774.503906
	Iteration 44Q: 3 clusters Score -1.290974e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -12909768.000000 Penalty: 5774.503906
	Iteration 45Q: 3 clusters Score -1.290977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 108085 members 
Entering Unmasked Estep 
Score: -12909777.000000 Penalty: 5774.503906
	Iteration 46Q: 3 clusters Score -1.290978e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -12909808.000000 Penalty: 5774.503906
	Iteration 47Q: 3 clusters Score -1.290981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 107969 members 
Entering Unmasked Estep 
Score: -12909800.000000 Penalty: 5774.503906
	Iteration 48Q: 3 clusters Score -1.29098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -12909782.000000 Penalty: 5774.503906
	Iteration 49Q: 3 clusters Score -1.290978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -12909779.000000 Penalty: 5774.503906
	Iteration 50Q: 3 clusters Score -1.290978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -12909810.000000 Penalty: 5774.503906
	Iteration 51Q: 3 clusters Score -1.290981e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -12909829.000000 Penalty: 5774.503906
	Iteration 52Q: 3 clusters Score -1.290983e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -12909835.000000 Penalty: 5774.503906
	Iteration 53Q: 3 clusters Score -1.290984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -12909833.000000 Penalty: 5774.503906
	Iteration 54Q: 3 clusters Score -1.290983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -12909856.000000 Penalty: 5774.503906
	Iteration 55Q: 3 clusters Score -1.290986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 107665 members 
Entering Unmasked Estep 
Score: -12909850.000000 Penalty: 5774.503906
	Iteration 56Q: 3 clusters Score -1.290985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -12909872.000000 Penalty: 5774.503906
	Iteration 57Q: 3 clusters Score -1.290987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -12909865.000000 Penalty: 5774.503906
	Iteration 58Q: 3 clusters Score -1.290986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -12909873.000000 Penalty: 5774.503906
	Iteration 59Q: 3 clusters Score -1.290987e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -12909896.000000 Penalty: 5774.503906
	Iteration 60F: 3 clusters Score -1.29099e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 107381 members 
Entering Unmasked Estep 
Score: -12909908.000000 Penalty: 5774.503906
	Iteration 61Q: 3 clusters Score -1.290991e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -12909900.000000 Penalty: 5774.503906
	Iteration 62Q: 3 clusters Score -1.29099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -12909924.000000 Penalty: 5774.503906
	Iteration 63Q: 3 clusters Score -1.290992e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 107214 members 
Entering Unmasked Estep 
Score: -12909932.000000 Penalty: 5774.503906
	Iteration 64Q: 3 clusters Score -1.290993e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -12909901.000000 Penalty: 5774.503906
	Iteration 65Q: 3 clusters Score -1.29099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -12909920.000000 Penalty: 5774.503906
	Iteration 66Q: 3 clusters Score -1.290992e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -12909921.000000 Penalty: 5774.503906
	Iteration 67Q: 3 clusters Score -1.290992e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -12909912.000000 Penalty: 5774.503906
	Iteration 68Q: 3 clusters Score -1.290991e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -12909940.000000 Penalty: 5774.503906
	Iteration 69Q: 3 clusters Score -1.290994e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -12909949.000000 Penalty: 5774.503906
	Iteration 70Q: 3 clusters Score -1.290995e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -12909982.000000 Penalty: 5774.503906
	Iteration 71Q: 3 clusters Score -1.290998e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -12909939.000000 Penalty: 5774.503906
	Iteration 72Q: 3 clusters Score -1.290994e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -12909961.000000 Penalty: 5774.503906
	Iteration 73Q: 3 clusters Score -1.290996e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -12910008.000000 Penalty: 5774.503906
	Iteration 74Q: 3 clusters Score -1.291001e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -12910047.000000 Penalty: 5774.503906
	Iteration 75Q: 3 clusters Score -1.291005e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -12910056.000000 Penalty: 5774.503906
	Iteration 76Q: 3 clusters Score -1.291006e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -12910075.000000 Penalty: 5774.503906
	Iteration 77Q: 3 clusters Score -1.291008e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -12910107.000000 Penalty: 5774.503906
	Iteration 78Q: 3 clusters Score -1.291011e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -12910129.000000 Penalty: 5774.503906
	Iteration 79Q: 3 clusters Score -1.291013e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -12910161.000000 Penalty: 5774.503906
	Iteration 80F: 3 clusters Score -1.291016e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -12910168.000000 Penalty: 5774.503906
	Iteration 81Q: 3 clusters Score -1.291017e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -12910194.000000 Penalty: 5774.503906
	Iteration 82Q: 3 clusters Score -1.291019e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -12910186.000000 Penalty: 5774.503906
	Iteration 83Q: 3 clusters Score -1.291019e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -12910231.000000 Penalty: 5774.503906
	Iteration 84Q: 3 clusters Score -1.291023e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -12910197.000000 Penalty: 5774.503906
	Iteration 85Q: 3 clusters Score -1.29102e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -12910198.000000 Penalty: 5774.503906
	Iteration 86Q: 3 clusters Score -1.29102e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -12910201.000000 Penalty: 5774.503906
	Iteration 87Q: 3 clusters Score -1.29102e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -12910213.000000 Penalty: 5774.503906
	Iteration 88Q: 3 clusters Score -1.291021e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -12910225.000000 Penalty: 5774.503906
	Iteration 89Q: 3 clusters Score -1.291022e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -12910213.000000 Penalty: 5774.503906
	Iteration 90Q: 3 clusters Score -1.291021e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -12910207.000000 Penalty: 5774.503906
	Iteration 91Q: 3 clusters Score -1.291021e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 104351 members 
Entering Unmasked Estep 
Score: -12910222.000000 Penalty: 5774.503906
	Iteration 92Q: 3 clusters Score -1.291022e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -12910255.000000 Penalty: 5774.503906
	Iteration 93Q: 3 clusters Score -1.291026e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -12910256.000000 Penalty: 5774.503906
	Iteration 94Q: 3 clusters Score -1.291026e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -12910263.000000 Penalty: 5774.503906
	Iteration 95Q: 3 clusters Score -1.291026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -12910280.000000 Penalty: 5774.503906
	Iteration 96Q: 3 clusters Score -1.291028e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -12910296.000000 Penalty: 5774.503906
	Iteration 97Q: 3 clusters Score -1.29103e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 103876 members 
Entering Unmasked Estep 
Score: -12910285.000000 Penalty: 5774.503906
	Iteration 98Q: 3 clusters Score -1.291028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -12910295.000000 Penalty: 5774.503906
	Iteration 99Q: 3 clusters Score -1.29103e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -12910342.000000 Penalty: 5774.503906
	Iteration 100F: 3 clusters Score -1.291034e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -12910328.000000 Penalty: 5774.503906
	Iteration 101Q: 3 clusters Score -1.291033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -12910332.000000 Penalty: 5774.503906
	Iteration 102Q: 3 clusters Score -1.291033e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -12910336.000000 Penalty: 5774.503906
	Iteration 103Q: 3 clusters Score -1.291034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -12910350.000000 Penalty: 5774.503906
	Iteration 104Q: 3 clusters Score -1.291035e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -12910358.000000 Penalty: 5774.503906
	Iteration 105Q: 3 clusters Score -1.291036e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -12910383.000000 Penalty: 5774.503906
	Iteration 106Q: 3 clusters Score -1.291038e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -12910383.000000 Penalty: 5774.503906
	Iteration 107Q: 3 clusters Score -1.291038e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -12910407.000000 Penalty: 5774.503906
	Iteration 108Q: 3 clusters Score -1.291041e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -12910431.000000 Penalty: 5774.503906
	Iteration 109Q: 3 clusters Score -1.291043e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -12910418.000000 Penalty: 5774.503906
	Iteration 110Q: 3 clusters Score -1.291042e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -12910404.000000 Penalty: 5774.503906
	Iteration 111Q: 3 clusters Score -1.29104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -12910414.000000 Penalty: 5774.503906
	Iteration 112Q: 3 clusters Score -1.291041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -12910413.000000 Penalty: 5774.503906
	Iteration 113Q: 3 clusters Score -1.291041e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -12910430.000000 Penalty: 5774.503906
	Iteration 114Q: 3 clusters Score -1.291043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -12910442.000000 Penalty: 5774.503906
	Iteration 115Q: 3 clusters Score -1.291044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -12910444.000000 Penalty: 5774.503906
	Iteration 116Q: 3 clusters Score -1.291044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -12910431.000000 Penalty: 5774.503906
	Iteration 117Q: 3 clusters Score -1.291043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -12910407.000000 Penalty: 5774.503906
	Iteration 118Q: 3 clusters Score -1.291041e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -12910401.000000 Penalty: 5774.503906
	Iteration 119Q: 3 clusters Score -1.29104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -12910411.000000 Penalty: 5774.503906
	Iteration 120F: 3 clusters Score -1.291041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -12910432.000000 Penalty: 5774.503906
	Iteration 121Q: 3 clusters Score -1.291043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -12910445.000000 Penalty: 5774.503906
	Iteration 122Q: 3 clusters Score -1.291044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -12910439.000000 Penalty: 5774.503906
	Iteration 123Q: 3 clusters Score -1.291044e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -12910429.000000 Penalty: 5774.503906
	Iteration 124Q: 3 clusters Score -1.291043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -12910447.000000 Penalty: 5774.503906
	Iteration 125Q: 3 clusters Score -1.291045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -12910459.000000 Penalty: 5774.503906
	Iteration 126Q: 3 clusters Score -1.291046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -12910447.000000 Penalty: 5774.503906
	Iteration 127Q: 3 clusters Score -1.291045e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -12910462.000000 Penalty: 5774.503906
	Iteration 128Q: 3 clusters Score -1.291046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -12910462.000000 Penalty: 5774.503906
	Iteration 129Q: 3 clusters Score -1.291046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -12910455.000000 Penalty: 5774.503906
	Iteration 130Q: 3 clusters Score -1.291046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -12910464.000000 Penalty: 5774.503906
	Iteration 131Q: 3 clusters Score -1.291046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -12910462.000000 Penalty: 5774.503906
	Iteration 132Q: 3 clusters Score -1.291046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -12910468.000000 Penalty: 5774.503906
	Iteration 133Q: 3 clusters Score -1.291047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -12910468.000000 Penalty: 5774.503906
	Iteration 134Q: 3 clusters Score -1.291047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -12910474.000000 Penalty: 5774.503906
	Iteration 135Q: 3 clusters Score -1.291047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -12910462.000000 Penalty: 5774.503906
	Iteration 136Q: 3 clusters Score -1.291046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -12910455.000000 Penalty: 5774.503906
	Iteration 137Q: 3 clusters Score -1.291046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -12910470.000000 Penalty: 5774.503906
	Iteration 138Q: 3 clusters Score -1.291047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -12910461.000000 Penalty: 5774.503906
	Iteration 139Q: 3 clusters Score -1.291046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -12910454.000000 Penalty: 5774.503906
	Iteration 140F: 3 clusters Score -1.291045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -12910463.000000 Penalty: 5774.503906
	Iteration 141Q: 3 clusters Score -1.291046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -12910471.000000 Penalty: 5774.503906
	Iteration 142Q: 3 clusters Score -1.291047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -12910465.000000 Penalty: 5774.503906
	Iteration 143Q: 3 clusters Score -1.291046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -12910469.000000 Penalty: 5774.503906
	Iteration 144Q: 3 clusters Score -1.291047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -12910471.000000 Penalty: 5774.503906
	Iteration 145Q: 3 clusters Score -1.291047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 101876 members 
Entering Unmasked Estep 
Score: -12910472.000000 Penalty: 5774.503906
	Iteration 146Q: 3 clusters Score -1.291047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -12910472.000000 Penalty: 5774.503906
	Iteration 147Q: 3 clusters Score -1.291047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 101873 members 
Entering Unmasked Estep 
Score: -12910472.000000 Penalty: 5774.503906
	Iteration 148Q: 3 clusters Score -1.291047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -12910469.000000 Penalty: 5774.503906
	Iteration 149Q: 3 clusters Score -1.291047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -12910476.000000 Penalty: 5774.503906
	Iteration 150Q: 3 clusters Score -1.291048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -12910468.000000 Penalty: 5774.503906
	Iteration 151Q: 3 clusters Score -1.291047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -12910473.000000 Penalty: 5774.503906
	Iteration 152Q: 3 clusters Score -1.291047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -12910473.000000 Penalty: 5774.503906
	Iteration 153F: 3 clusters Score -1.291047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -802454.187500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -802454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -796529.312500 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -796529.3 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -798017.875000 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -798017.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -798269.250000 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -798269.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -798449.875000 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -798449.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -798583.812500 Penalty: 4406.147949
	Iteration 4Q: 3 clusters Score -798583.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -798682.562500 Penalty: 4406.147949
	Iteration 5Q: 3 clusters Score -798682.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -798768.062500 Penalty: 4406.147949
	Iteration 6Q: 3 clusters Score -798768.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -798854.562500 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -798854.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -798940.500000 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -798940.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -799039.125000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -799039.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -799144.500000 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -799144.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -799263.687500 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -799263.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -799395.875000 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -799395.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -799531.812500 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -799531.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -799657.000000 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -799657 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -799771.562500 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -799771.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -799902.125000 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -799902.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -800044.937500 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -800044.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -800146.125000 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -800146.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -800227.937500 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -800227.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -800296.687500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -800296.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -800351.375000 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -800351.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -800385.687500 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -800385.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -800418.500000 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -800418.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -800445.687500 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -800445.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -800461.562500 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -800461.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -800473.312500 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -800473.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -800485.812500 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -800485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -800499.250000 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -800499.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -800508.750000 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -800508.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -800515.500000 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -800515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -800521.375000 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -800521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -800527.750000 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -800527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -800529.500000 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -800529.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -800529.875000 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -800529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -800530.500000 Penalty: 4406.147949
	Iteration 35Q: 3 clusters Score -800530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -800531.000000 Penalty: 4406.147949
	Iteration 36Q: 3 clusters Score -800531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -800531.000000 Penalty: 4406.147949
	Iteration 37F: 3 clusters Score -800531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -405321.500000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -405321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -401613.687500 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -401613.7 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -402396.125000 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -402396.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -402613.343750 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -402613.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -402829.125000 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -402829.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -403048.156250 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -403048.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -403271.781250 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -403271.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -403516.437500 Penalty: 4078.386475
	Iteration 6F: 3 clusters Score -403516.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -403809.781250 Penalty: 4078.386475
	Iteration 7F: 3 clusters Score -403809.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -404067.625000 Penalty: 4078.386475
	Iteration 8F: 3 clusters Score -404067.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -404272.531250 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -404272.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -404446.437500 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -404446.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -404585.375000 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -404585.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -404683.750000 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -404683.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -404775.093750 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -404775.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -404867.593750 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -404867.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -404944.250000 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -404944.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -405032.500000 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -405032.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -405106.812500 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -405106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -405147.406250 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -405147.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -405172.750000 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -405172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -405186.906250 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -405186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -405199.375000 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -405199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -405206.781250 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -405206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -405213.968750 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -405214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -405219.718750 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -405219.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -405222.000000 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -405222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -405223.687500 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -405223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -405223.687500 Penalty: 4078.386475
	Iteration 27F: 3 clusters Score -405223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -39965.117188 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -39965.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38495.171875 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -38495.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38690.957031 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -38690.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38808.214844 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -38808.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38958.187500 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -38958.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39093.339844 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -39093.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39170.898438 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -39170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39180.644531 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -39180.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39180.644531 Penalty: 3019.040283
	Iteration 7F: 3 clusters Score -39180.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (79588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Entering Unmasked Estep 
Score: -9035271.000000 Penalty: 2798.585449
	Iteration 0F: 2 clusters Score -9035271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -8981975.000000 Penalty: 5597.170898
	Iteration 0F: 3 clusters Score -8981975 nChanged 37339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -9003034.000000 Penalty: 5597.170898
	Iteration 1F: 3 clusters Score -9003034 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -9003591.000000 Penalty: 5597.170898
	Iteration 2Q: 3 clusters Score -9003591 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -9004103.000000 Penalty: 5597.170898
	Iteration 3Q: 3 clusters Score -9004103 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -9004515.000000 Penalty: 5597.170898
	Iteration 4Q: 3 clusters Score -9004515 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -9004966.000000 Penalty: 5597.170898
	Iteration 5Q: 3 clusters Score -9004966 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -9005406.000000 Penalty: 5597.170898
	Iteration 6Q: 3 clusters Score -9005406 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -9005986.000000 Penalty: 5597.170898
	Iteration 7Q: 3 clusters Score -9005986 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -9006766.000000 Penalty: 5597.170898
	Iteration 8Q: 3 clusters Score -9006766 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -9007851.000000 Penalty: 5597.170898
	Iteration 9Q: 3 clusters Score -9007851 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -9009496.000000 Penalty: 5597.170898
	Iteration 10Q: 3 clusters Score -9009496 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -9012217.000000 Penalty: 5597.170898
	Iteration 11F: 3 clusters Score -9012217 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -9016123.000000 Penalty: 5597.170898
	Iteration 12F: 3 clusters Score -9016123 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -9020939.000000 Penalty: 5597.170898
	Iteration 13F: 3 clusters Score -9020939 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -9025699.000000 Penalty: 5597.170898
	Iteration 14F: 3 clusters Score -9025699 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -9029176.000000 Penalty: 5597.170898
	Iteration 15Q: 3 clusters Score -9029176 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -9031147.000000 Penalty: 5597.170898
	Iteration 16Q: 3 clusters Score -9031147 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -9032069.000000 Penalty: 5597.170898
	Iteration 17Q: 3 clusters Score -9032069 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -9032412.000000 Penalty: 5597.170898
	Iteration 18Q: 3 clusters Score -9032412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -9032554.000000 Penalty: 5597.170898
	Iteration 19Q: 3 clusters Score -9032554 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -9032635.000000 Penalty: 5597.170898
	Iteration 20F: 3 clusters Score -9032635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -9032671.000000 Penalty: 5597.170898
	Iteration 21Q: 3 clusters Score -9032671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -9032716.000000 Penalty: 5597.170898
	Iteration 22Q: 3 clusters Score -9032716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -9032732.000000 Penalty: 5597.170898
	Iteration 23Q: 3 clusters Score -9032732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -9032759.000000 Penalty: 5597.170898
	Iteration 24Q: 3 clusters Score -9032759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -9032756.000000 Penalty: 5597.170898
	Iteration 25Q: 3 clusters Score -9032756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9032760.000000 Penalty: 5597.170898
	Iteration 26Q: 3 clusters Score -9032760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -9032772.000000 Penalty: 5597.170898
	Iteration 27Q: 3 clusters Score -9032772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -9032789.000000 Penalty: 5597.170898
	Iteration 28Q: 3 clusters Score -9032789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -9032792.000000 Penalty: 5597.170898
	Iteration 29Q: 3 clusters Score -9032792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -9032802.000000 Penalty: 5597.170898
	Iteration 30Q: 3 clusters Score -9032802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -9032813.000000 Penalty: 5597.170898
	Iteration 31Q: 3 clusters Score -9032813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -9032809.000000 Penalty: 5597.170898
	Iteration 32Q: 3 clusters Score -9032809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -9032809.000000 Penalty: 5597.170898
	Iteration 33F: 3 clusters Score -9032809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -299243.562500 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -299243.6 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 1506 members 
Entering Unmasked Estep 
Score: -296026.656250 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -296026.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -296760.343750 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -296760.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -296982.406250 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -296982.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297096.875000 Penalty: 3974.946289
	Iteration 3Q: 3 clusters Score -297096.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -297218.968750 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -297219 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -297314.687500 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -297314.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -297379.281250 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -297379.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -297432.093750 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -297432.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -297492.125000 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -297492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -297536.500000 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -297536.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -297566.156250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -297566.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -297603.500000 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -297603.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -297659.156250 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -297659.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -297723.312500 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -297723.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -297799.437500 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -297799.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -297873.218750 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -297873.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -297950.312500 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -297950.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -298028.781250 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -298028.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -298158.218750 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -298158.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -298303.718750 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -298303.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -298468.750000 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -298468.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -298620.000000 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -298620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -298700.656250 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -298700.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -298732.250000 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -298732.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -298757.125000 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -298757.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -298771.093750 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -298771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -298777.187500 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -298777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -298778.656250 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -298778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -298778.656250 Penalty: 3974.946289
	Iteration 28F: 3 clusters Score -298778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Entering Unmasked Estep 
Score: -1816984.250000 Penalty: 2398.232910
	Iteration 0F: 2 clusters Score -1816984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1805646.875000 Penalty: 4796.465820
	Iteration 0F: 3 clusters Score -1805647 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1809136.000000 Penalty: 4796.465820
	Iteration 1F: 3 clusters Score -1809136 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1809449.000000 Penalty: 4796.465820
	Iteration 2F: 3 clusters Score -1809449 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1809692.875000 Penalty: 4796.465820
	Iteration 3Q: 3 clusters Score -1809693 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1809877.375000 Penalty: 4796.465820
	Iteration 4Q: 3 clusters Score -1809877 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1810032.750000 Penalty: 4796.465820
	Iteration 5Q: 3 clusters Score -1810033 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1810175.000000 Penalty: 4796.465820
	Iteration 6Q: 3 clusters Score -1810175 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1810277.250000 Penalty: 4796.465820
	Iteration 7Q: 3 clusters Score -1810277 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1810380.000000 Penalty: 4796.465820
	Iteration 8Q: 3 clusters Score -1810380 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1810489.625000 Penalty: 4796.465820
	Iteration 9Q: 3 clusters Score -1810490 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1810606.875000 Penalty: 4796.465820
	Iteration 10Q: 3 clusters Score -1810607 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1810725.625000 Penalty: 4796.465820
	Iteration 11Q: 3 clusters Score -1810726 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1810895.375000 Penalty: 4796.465820
	Iteration 12Q: 3 clusters Score -1810895 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1811125.000000 Penalty: 4796.465820
	Iteration 13Q: 3 clusters Score -1811125 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1811455.750000 Penalty: 4796.465820
	Iteration 14Q: 3 clusters Score -1811456 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1811842.375000 Penalty: 4796.465820
	Iteration 15Q: 3 clusters Score -1811842 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1812357.000000 Penalty: 4796.465820
	Iteration 16Q: 3 clusters Score -1812357 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1812924.125000 Penalty: 4796.465820
	Iteration 17F: 3 clusters Score -1812924 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1813473.750000 Penalty: 4796.465820
	Iteration 18Q: 3 clusters Score -1813474 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1813919.500000 Penalty: 4796.465820
	Iteration 19Q: 3 clusters Score -1813920 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1814236.125000 Penalty: 4796.465820
	Iteration 20F: 3 clusters Score -1814236 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1814462.250000 Penalty: 4796.465820
	Iteration 21Q: 3 clusters Score -1814462 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1814618.875000 Penalty: 4796.465820
	Iteration 22Q: 3 clusters Score -1814619 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1814725.500000 Penalty: 4796.465820
	Iteration 23Q: 3 clusters Score -1814726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1814804.500000 Penalty: 4796.465820
	Iteration 24Q: 3 clusters Score -1814804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1814855.625000 Penalty: 4796.465820
	Iteration 25Q: 3 clusters Score -1814856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1814891.125000 Penalty: 4796.465820
	Iteration 26Q: 3 clusters Score -1814891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1814923.750000 Penalty: 4796.465820
	Iteration 27Q: 3 clusters Score -1814924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1814941.375000 Penalty: 4796.465820
	Iteration 28Q: 3 clusters Score -1814941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1814957.000000 Penalty: 4796.465820
	Iteration 29Q: 3 clusters Score -1814957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1814966.375000 Penalty: 4796.465820
	Iteration 30Q: 3 clusters Score -1814966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1814975.875000 Penalty: 4796.465820
	Iteration 31Q: 3 clusters Score -1814976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1814983.875000 Penalty: 4796.465820
	Iteration 32Q: 3 clusters Score -1814984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1814989.500000 Penalty: 4796.465820
	Iteration 33Q: 3 clusters Score -1814990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1814998.250000 Penalty: 4796.465820
	Iteration 34Q: 3 clusters Score -1814998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1815001.500000 Penalty: 4796.465820
	Iteration 35Q: 3 clusters Score -1815002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1815002.250000 Penalty: 4796.465820
	Iteration 36Q: 3 clusters Score -1815002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1815003.750000 Penalty: 4796.465820
	Iteration 37Q: 3 clusters Score -1815004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1815006.375000 Penalty: 4796.465820
	Iteration 38Q: 3 clusters Score -1815006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1815006.375000 Penalty: 4796.465820
	Iteration 39F: 3 clusters Score -1815006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Entering Unmasked Estep 
Score: -2204908.750000 Penalty: 2444.736816
	Iteration 0F: 2 clusters Score -2204909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2191414.000000 Penalty: 4889.473633
	Iteration 0F: 3 clusters Score -2191414 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2195946.000000 Penalty: 4889.473633
	Iteration 1F: 3 clusters Score -2195946 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2196402.750000 Penalty: 4889.473633
	Iteration 2F: 3 clusters Score -2196403 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2196805.750000 Penalty: 4889.473633
	Iteration 3F: 3 clusters Score -2196806 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2197158.000000 Penalty: 4889.473633
	Iteration 4Q: 3 clusters Score -2197158 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2197455.500000 Penalty: 4889.473633
	Iteration 5Q: 3 clusters Score -2197456 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2197755.000000 Penalty: 4889.473633
	Iteration 6Q: 3 clusters Score -2197755 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2198039.750000 Penalty: 4889.473633
	Iteration 7Q: 3 clusters Score -2198040 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2198386.250000 Penalty: 4889.473633
	Iteration 8Q: 3 clusters Score -2198386 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2198723.750000 Penalty: 4889.473633
	Iteration 9Q: 3 clusters Score -2198724 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2199104.500000 Penalty: 4889.473633
	Iteration 10Q: 3 clusters Score -2199104 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2199493.750000 Penalty: 4889.473633
	Iteration 11Q: 3 clusters Score -2199494 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2199840.750000 Penalty: 4889.473633
	Iteration 12Q: 3 clusters Score -2199841 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2200149.250000 Penalty: 4889.473633
	Iteration 13Q: 3 clusters Score -2200149 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2200350.000000 Penalty: 4889.473633
	Iteration 14Q: 3 clusters Score -2200350 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2200477.500000 Penalty: 4889.473633
	Iteration 15Q: 3 clusters Score -2200478 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2200581.250000 Penalty: 4889.473633
	Iteration 16Q: 3 clusters Score -2200581 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2200672.250000 Penalty: 4889.473633
	Iteration 17Q: 3 clusters Score -2200672 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2200762.750000 Penalty: 4889.473633
	Iteration 18Q: 3 clusters Score -2200763 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2200826.750000 Penalty: 4889.473633
	Iteration 19Q: 3 clusters Score -2200827 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2200879.750000 Penalty: 4889.473633
	Iteration 20F: 3 clusters Score -2200880 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2200932.500000 Penalty: 4889.473633
	Iteration 21Q: 3 clusters Score -2200932 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2200987.750000 Penalty: 4889.473633
	Iteration 22Q: 3 clusters Score -2200988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2201041.750000 Penalty: 4889.473633
	Iteration 23Q: 3 clusters Score -2201042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2201101.500000 Penalty: 4889.473633
	Iteration 24Q: 3 clusters Score -2201102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2201159.750000 Penalty: 4889.473633
	Iteration 25Q: 3 clusters Score -2201160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2201210.000000 Penalty: 4889.473633
	Iteration 26Q: 3 clusters Score -2201210 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2201268.000000 Penalty: 4889.473633
	Iteration 27Q: 3 clusters Score -2201268 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2201342.500000 Penalty: 4889.473633
	Iteration 28Q: 3 clusters Score -2201342 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2201424.750000 Penalty: 4889.473633
	Iteration 29Q: 3 clusters Score -2201425 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2201486.500000 Penalty: 4889.473633
	Iteration 30Q: 3 clusters Score -2201486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2201558.500000 Penalty: 4889.473633
	Iteration 31Q: 3 clusters Score -2201558 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2201625.250000 Penalty: 4889.473633
	Iteration 32Q: 3 clusters Score -2201625 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2201692.250000 Penalty: 4889.473633
	Iteration 33Q: 3 clusters Score -2201692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2201735.500000 Penalty: 4889.473633
	Iteration 34Q: 3 clusters Score -2201736 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2201774.500000 Penalty: 4889.473633
	Iteration 35Q: 3 clusters Score -2201774 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2201808.000000 Penalty: 4889.473633
	Iteration 36Q: 3 clusters Score -2201808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2201851.500000 Penalty: 4889.473633
	Iteration 37Q: 3 clusters Score -2201852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2201896.500000 Penalty: 4889.473633
	Iteration 38Q: 3 clusters Score -2201896 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2201941.250000 Penalty: 4889.473633
	Iteration 39Q: 3 clusters Score -2201941 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2201983.250000 Penalty: 4889.473633
	Iteration 40F: 3 clusters Score -2201983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2202014.750000 Penalty: 4889.473633
	Iteration 41Q: 3 clusters Score -2202015 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2202057.250000 Penalty: 4889.473633
	Iteration 42Q: 3 clusters Score -2202057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2202106.500000 Penalty: 4889.473633
	Iteration 43Q: 3 clusters Score -2202106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2202144.250000 Penalty: 4889.473633
	Iteration 44Q: 3 clusters Score -2202144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2202187.000000 Penalty: 4889.473633
	Iteration 45Q: 3 clusters Score -2202187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2202215.000000 Penalty: 4889.473633
	Iteration 46Q: 3 clusters Score -2202215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2202229.750000 Penalty: 4889.473633
	Iteration 47Q: 3 clusters Score -2202230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2202254.750000 Penalty: 4889.473633
	Iteration 48Q: 3 clusters Score -2202255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2202275.000000 Penalty: 4889.473633
	Iteration 49Q: 3 clusters Score -2202275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2202285.750000 Penalty: 4889.473633
	Iteration 50Q: 3 clusters Score -2202286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2202296.250000 Penalty: 4889.473633
	Iteration 51Q: 3 clusters Score -2202296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2202308.000000 Penalty: 4889.473633
	Iteration 52Q: 3 clusters Score -2202308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2202306.000000 Penalty: 4889.473633
	Iteration 53Q: 3 clusters Score -2202306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2202304.500000 Penalty: 4889.473633
	Iteration 54Q: 3 clusters Score -2202304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2202317.750000 Penalty: 4889.473633
	Iteration 55Q: 3 clusters Score -2202318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2202318.750000 Penalty: 4889.473633
	Iteration 56Q: 3 clusters Score -2202319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2202323.000000 Penalty: 4889.473633
	Iteration 57Q: 3 clusters Score -2202323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2202328.750000 Penalty: 4889.473633
	Iteration 58Q: 3 clusters Score -2202329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2202332.500000 Penalty: 4889.473633
	Iteration 59Q: 3 clusters Score -2202332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2202341.500000 Penalty: 4889.473633
	Iteration 60F: 3 clusters Score -2202342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2202348.250000 Penalty: 4889.473633
	Iteration 61Q: 3 clusters Score -2202348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2202344.500000 Penalty: 4889.473633
	Iteration 62Q: 3 clusters Score -2202344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2202346.500000 Penalty: 4889.473633
	Iteration 63Q: 3 clusters Score -2202346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2202350.000000 Penalty: 4889.473633
	Iteration 64Q: 3 clusters Score -2202350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2202349.250000 Penalty: 4889.473633
	Iteration 65Q: 3 clusters Score -2202349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2202352.750000 Penalty: 4889.473633
	Iteration 66Q: 3 clusters Score -2202353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2202351.500000 Penalty: 4889.473633
	Iteration 67Q: 3 clusters Score -2202352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2202356.750000 Penalty: 4889.473633
	Iteration 68Q: 3 clusters Score -2202357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2202355.500000 Penalty: 4889.473633
	Iteration 69Q: 3 clusters Score -2202356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2202354.250000 Penalty: 4889.473633
	Iteration 70Q: 3 clusters Score -2202354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2202359.250000 Penalty: 4889.473633
	Iteration 71Q: 3 clusters Score -2202359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2202355.500000 Penalty: 4889.473633
	Iteration 72Q: 3 clusters Score -2202356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2202357.750000 Penalty: 4889.473633
	Iteration 73Q: 3 clusters Score -2202358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2202360.750000 Penalty: 4889.473633
	Iteration 74Q: 3 clusters Score -2202361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2202359.750000 Penalty: 4889.473633
	Iteration 75Q: 3 clusters Score -2202360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2202361.250000 Penalty: 4889.473633
	Iteration 76Q: 3 clusters Score -2202361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2202360.750000 Penalty: 4889.473633
	Iteration 77Q: 3 clusters Score -2202361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2202358.000000 Penalty: 4889.473633
	Iteration 78Q: 3 clusters Score -2202358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2202358.500000 Penalty: 4889.473633
	Iteration 79Q: 3 clusters Score -2202358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2202358.250000 Penalty: 4889.473633
	Iteration 80F: 3 clusters Score -2202358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2202357.500000 Penalty: 4889.473633
	Iteration 81Q: 3 clusters Score -2202358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2202357.750000 Penalty: 4889.473633
	Iteration 82Q: 3 clusters Score -2202358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2202362.750000 Penalty: 4889.473633
	Iteration 83Q: 3 clusters Score -2202363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2202360.500000 Penalty: 4889.473633
	Iteration 84Q: 3 clusters Score -2202360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2202360.000000 Penalty: 4889.473633
	Iteration 85Q: 3 clusters Score -2202360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2202364.250000 Penalty: 4889.473633
	Iteration 86Q: 3 clusters Score -2202364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2202362.500000 Penalty: 4889.473633
	Iteration 87Q: 3 clusters Score -2202362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2202363.000000 Penalty: 4889.473633
	Iteration 88Q: 3 clusters Score -2202363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2202363.750000 Penalty: 4889.473633
	Iteration 89Q: 3 clusters Score -2202364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2202365.000000 Penalty: 4889.473633
	Iteration 90Q: 3 clusters Score -2202365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2202367.250000 Penalty: 4889.473633
	Iteration 91Q: 3 clusters Score -2202367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2202368.500000 Penalty: 4889.473633
	Iteration 92Q: 3 clusters Score -2202368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2202370.000000 Penalty: 4889.473633
	Iteration 93Q: 3 clusters Score -2202370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2202367.750000 Penalty: 4889.473633
	Iteration 94Q: 3 clusters Score -2202368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2202367.750000 Penalty: 4889.473633
	Iteration 95F: 3 clusters Score -2202368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -42670.667969 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -42670.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41202.351562 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -41202.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41372.515625 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -41372.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41460.593750 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -41460.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41556.207031 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -41556.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41608.296875 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -41608.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41645.875000 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -41645.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41684.554688 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -41684.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41755.503906 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -41755.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41821.667969 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -41821.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41848.781250 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -41848.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41862.257812 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -41862.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41874.695312 Penalty: 3038.927246
	Iteration 11Q: 3 clusters Score -41874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41879.484375 Penalty: 3038.927246
	Iteration 12Q: 3 clusters Score -41879.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41898.246094 Penalty: 3038.927246
	Iteration 13Q: 3 clusters Score -41898.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41905.628906 Penalty: 3038.927246
	Iteration 14Q: 3 clusters Score -41905.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41913.703125 Penalty: 3038.927246
	Iteration 15Q: 3 clusters Score -41913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41924.085938 Penalty: 3038.927246
	Iteration 16Q: 3 clusters Score -41924.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41932.312500 Penalty: 3038.927246
	Iteration 17Q: 3 clusters Score -41932.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41936.554688 Penalty: 3038.927246
	Iteration 18Q: 3 clusters Score -41936.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41936.554688 Penalty: 3038.927246
	Iteration 19F: 3 clusters Score -41936.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -51309.429688 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -51309.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49795.042969 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -49795.04 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49984.652344 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -49984.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50033.437500 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -50033.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50048.437500 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -50048.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50077.253906 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -50077.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50094.886719 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -50094.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50110.156250 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -50110.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50128.968750 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -50128.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50138.269531 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -50138.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50140.000000 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -50140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50142.484375 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -50142.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50142.484375 Penalty: 3089.341309
	Iteration 11F: 3 clusters Score -50142.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -75164.140625 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -75164.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73418.843750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -73418.84 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73899.093750 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -73899.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74134.937500 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -74134.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74290.601562 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -74290.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74576.945312 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -74576.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74989.000000 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -74989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75179.570312 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -75179.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75336.375000 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -75336.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75452.117188 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -75452.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75549.304688 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -75549.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75695.132812 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -75695.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75805.320312 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -75805.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75893.468750 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -75893.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75910.226562 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -75910.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75911.117188 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -75911.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75911.117188 Penalty: 3349.705322
	Iteration 15F: 3 clusters Score -75911.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328700 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21117 members 
Mstep: Class 7 contains 40481 members 
Mstep: Class 8 contains 9516 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17253 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113794 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79588 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 490 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15014 members 
Mstep: Class 41 contains 366 members 
Mstep: Class 42 contains 367 members 
Entering Unmasked Estep 
Score: -110934880.000000 Penalty: 144037.250000
Splitting cluster 34 changes total score from -110935912.000000 to -110934880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -676445.187500 Penalty: 2161.171875
	Iteration 0F: 2 clusters Score -676445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -671276.687500 Penalty: 4322.343750
	Iteration 0F: 3 clusters Score -671276.7 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -672583.562500 Penalty: 4322.343750
	Iteration 1F: 3 clusters Score -672583.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -672886.312500 Penalty: 4322.343750
	Iteration 2F: 3 clusters Score -672886.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -673262.812500 Penalty: 4322.343750
	Iteration 3F: 3 clusters Score -673262.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -673606.375000 Penalty: 4322.343750
	Iteration 4F: 3 clusters Score -673606.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -673853.937500 Penalty: 4322.343750
	Iteration 5F: 3 clusters Score -673853.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -674060.812500 Penalty: 4322.343750
	Iteration 6Q: 3 clusters Score -674060.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -674258.250000 Penalty: 4322.343750
	Iteration 7F: 3 clusters Score -674258.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -674448.500000 Penalty: 4322.343750
	Iteration 8Q: 3 clusters Score -674448.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -674654.625000 Penalty: 4322.343750
	Iteration 9Q: 3 clusters Score -674654.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -674856.562500 Penalty: 4322.343750
	Iteration 10Q: 3 clusters Score -674856.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -675043.500000 Penalty: 4322.343750
	Iteration 11Q: 3 clusters Score -675043.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -675205.125000 Penalty: 4322.343750
	Iteration 12Q: 3 clusters Score -675205.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -675354.312500 Penalty: 4322.343750
	Iteration 13Q: 3 clusters Score -675354.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -675457.062500 Penalty: 4322.343750
	Iteration 14Q: 3 clusters Score -675457.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -675519.937500 Penalty: 4322.343750
	Iteration 15Q: 3 clusters Score -675519.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -675583.687500 Penalty: 4322.343750
	Iteration 16Q: 3 clusters Score -675583.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -675630.625000 Penalty: 4322.343750
	Iteration 17Q: 3 clusters Score -675630.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -675676.750000 Penalty: 4322.343750
	Iteration 18Q: 3 clusters Score -675676.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -675728.187500 Penalty: 4322.343750
	Iteration 19Q: 3 clusters Score -675728.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -675764.000000 Penalty: 4322.343750
	Iteration 20F: 3 clusters Score -675764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -675799.812500 Penalty: 4322.343750
	Iteration 21Q: 3 clusters Score -675799.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -675836.375000 Penalty: 4322.343750
	Iteration 22Q: 3 clusters Score -675836.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -675873.000000 Penalty: 4322.343750
	Iteration 23Q: 3 clusters Score -675873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -675895.125000 Penalty: 4322.343750
	Iteration 24Q: 3 clusters Score -675895.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -675914.062500 Penalty: 4322.343750
	Iteration 25Q: 3 clusters Score -675914.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -675942.812500 Penalty: 4322.343750
	Iteration 26Q: 3 clusters Score -675942.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -675967.812500 Penalty: 4322.343750
	Iteration 27Q: 3 clusters Score -675967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -675981.750000 Penalty: 4322.343750
	Iteration 28Q: 3 clusters Score -675981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -675988.625000 Penalty: 4322.343750
	Iteration 29Q: 3 clusters Score -675988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -675991.062500 Penalty: 4322.343750
	Iteration 30Q: 3 clusters Score -675991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -675995.625000 Penalty: 4322.343750
	Iteration 31Q: 3 clusters Score -675995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -675997.312500 Penalty: 4322.343750
	Iteration 32Q: 3 clusters Score -675997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -675998.312500 Penalty: 4322.343750
	Iteration 33Q: 3 clusters Score -675998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -675999.000000 Penalty: 4322.343750
	Iteration 34Q: 3 clusters Score -675999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -676001.875000 Penalty: 4322.343750
	Iteration 35Q: 3 clusters Score -676001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -676003.875000 Penalty: 4322.343750
	Iteration 36Q: 3 clusters Score -676003.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -676004.437500 Penalty: 4322.343750
	Iteration 37Q: 3 clusters Score -676004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -676004.437500 Penalty: 4322.343750
	Iteration 38F: 3 clusters Score -676004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -33088.082031 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -33088.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31799.001953 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31967.507812 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31967.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32031.134766 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -32031.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32075.119141 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -32075.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32093.783203 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -32093.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32120.740234 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -32120.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32127.888672 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -32127.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32130.716797 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -32130.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32138.755859 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -32138.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32151.140625 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -32151.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32155.492188 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -32155.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32156.765625 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -32156.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32159.224609 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -32159.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32162.099609 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -32162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32162.099609 Penalty: 2895.514160
	Iteration 14F: 3 clusters Score -32162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -15083.209961 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -15083.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13984.957031 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -13984.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14106.682617 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -14106.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14144.848633 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -14144.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14224.431641 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -14224.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14315.957031 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -14315.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14341.167969 Penalty: 2645.028564
	Iteration 5Q: 3 clusters Score -14341.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14341.167969 Penalty: 2645.028564
	Iteration 6F: 3 clusters Score -14341.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -220608.343750 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -220608.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217935.515625 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -217935.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218424.093750 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -218424.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218545.406250 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -218545.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -218604.046875 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -218604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -218652.750000 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -218652.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -218694.234375 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -218694.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -218736.437500 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -218736.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -218761.937500 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -218761.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -218793.781250 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -218793.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -218832.015625 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -218832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -218897.718750 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -218897.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -218963.703125 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -218963.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -219027.140625 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -219027.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -219117.187500 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -219117.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -219189.890625 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -219189.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -219262.671875 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -219262.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -219318.750000 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -219318.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -219361.812500 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -219361.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -219385.625000 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -219385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -219404.578125 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -219404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -219417.406250 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -219417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -219430.343750 Penalty: 3780.355713
	Iteration 21Q: 3 clusters Score -219430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -219435.828125 Penalty: 3780.355713
	Iteration 22Q: 3 clusters Score -219435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -219439.015625 Penalty: 3780.355713
	Iteration 23Q: 3 clusters Score -219439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -219440.171875 Penalty: 3780.355713
	Iteration 24Q: 3 clusters Score -219440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -219441.671875 Penalty: 3780.355713
	Iteration 25Q: 3 clusters Score -219441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -219442.328125 Penalty: 3780.355713
	Iteration 26Q: 3 clusters Score -219442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -219443.312500 Penalty: 3780.355713
	Iteration 27Q: 3 clusters Score -219443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -219443.781250 Penalty: 3780.355713
	Iteration 28Q: 3 clusters Score -219443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -219443.781250 Penalty: 3780.355713
	Iteration 29F: 3 clusters Score -219443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -30315.320312 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -30315.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29002.001953 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -29002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29257.417969 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -29257.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29359.900391 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -29359.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29427.527344 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -29427.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29468.505859 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -29468.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29486.011719 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -29486.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29496.927734 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -29496.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29500.048828 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -29500.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29501.919922 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -29501.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29501.919922 Penalty: 2933.097656
	Iteration 9F: 3 clusters Score -29501.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -1735655.500000 Penalty: 2384.951172
	Iteration 0F: 2 clusters Score -1735656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1724801.500000 Penalty: 4769.902344
	Iteration 0F: 3 clusters Score -1724802 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1728285.875000 Penalty: 4769.902344
	Iteration 1F: 3 clusters Score -1728286 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1728604.375000 Penalty: 4769.902344
	Iteration 2F: 3 clusters Score -1728604 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1728824.875000 Penalty: 4769.902344
	Iteration 3Q: 3 clusters Score -1728825 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1728973.500000 Penalty: 4769.902344
	Iteration 4Q: 3 clusters Score -1728974 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1729090.000000 Penalty: 4769.902344
	Iteration 5Q: 3 clusters Score -1729090 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1729177.750000 Penalty: 4769.902344
	Iteration 6Q: 3 clusters Score -1729178 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1729259.125000 Penalty: 4769.902344
	Iteration 7Q: 3 clusters Score -1729259 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1729336.375000 Penalty: 4769.902344
	Iteration 8Q: 3 clusters Score -1729336 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1729386.375000 Penalty: 4769.902344
	Iteration 9Q: 3 clusters Score -1729386 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1729436.000000 Penalty: 4769.902344
	Iteration 10Q: 3 clusters Score -1729436 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1729498.125000 Penalty: 4769.902344
	Iteration 11Q: 3 clusters Score -1729498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1729563.375000 Penalty: 4769.902344
	Iteration 12Q: 3 clusters Score -1729563 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1729638.750000 Penalty: 4769.902344
	Iteration 13Q: 3 clusters Score -1729639 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1729724.125000 Penalty: 4769.902344
	Iteration 14Q: 3 clusters Score -1729724 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1729827.625000 Penalty: 4769.902344
	Iteration 15Q: 3 clusters Score -1729828 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1729941.875000 Penalty: 4769.902344
	Iteration 16Q: 3 clusters Score -1729942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1730063.250000 Penalty: 4769.902344
	Iteration 17Q: 3 clusters Score -1730063 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1730205.500000 Penalty: 4769.902344
	Iteration 18Q: 3 clusters Score -1730206 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1730383.875000 Penalty: 4769.902344
	Iteration 19Q: 3 clusters Score -1730384 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1730609.750000 Penalty: 4769.902344
	Iteration 20F: 3 clusters Score -1730610 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1730888.250000 Penalty: 4769.902344
	Iteration 21Q: 3 clusters Score -1730888 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1731169.875000 Penalty: 4769.902344
	Iteration 22Q: 3 clusters Score -1731170 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1731435.500000 Penalty: 4769.902344
	Iteration 23Q: 3 clusters Score -1731436 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1731671.750000 Penalty: 4769.902344
	Iteration 24Q: 3 clusters Score -1731672 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1731870.750000 Penalty: 4769.902344
	Iteration 25Q: 3 clusters Score -1731871 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1732041.500000 Penalty: 4769.902344
	Iteration 26Q: 3 clusters Score -1732042 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1732194.875000 Penalty: 4769.902344
	Iteration 27Q: 3 clusters Score -1732195 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1732342.500000 Penalty: 4769.902344
	Iteration 28Q: 3 clusters Score -1732342 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1732476.250000 Penalty: 4769.902344
	Iteration 29Q: 3 clusters Score -1732476 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1732617.000000 Penalty: 4769.902344
	Iteration 30Q: 3 clusters Score -1732617 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1732753.250000 Penalty: 4769.902344
	Iteration 31Q: 3 clusters Score -1732753 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1732904.250000 Penalty: 4769.902344
	Iteration 32Q: 3 clusters Score -1732904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1732998.625000 Penalty: 4769.902344
	Iteration 33Q: 3 clusters Score -1732999 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1733101.500000 Penalty: 4769.902344
	Iteration 34Q: 3 clusters Score -1733102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1733182.375000 Penalty: 4769.902344
	Iteration 35Q: 3 clusters Score -1733182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1733248.125000 Penalty: 4769.902344
	Iteration 36Q: 3 clusters Score -1733248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1733318.750000 Penalty: 4769.902344
	Iteration 37Q: 3 clusters Score -1733319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1733382.750000 Penalty: 4769.902344
	Iteration 38Q: 3 clusters Score -1733383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1733440.750000 Penalty: 4769.902344
	Iteration 39Q: 3 clusters Score -1733441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1733484.500000 Penalty: 4769.902344
	Iteration 40F: 3 clusters Score -1733484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1733522.000000 Penalty: 4769.902344
	Iteration 41Q: 3 clusters Score -1733522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1733569.500000 Penalty: 4769.902344
	Iteration 42Q: 3 clusters Score -1733570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1733606.000000 Penalty: 4769.902344
	Iteration 43Q: 3 clusters Score -1733606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1733620.000000 Penalty: 4769.902344
	Iteration 44Q: 3 clusters Score -1733620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1733629.125000 Penalty: 4769.902344
	Iteration 45Q: 3 clusters Score -1733629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1733639.500000 Penalty: 4769.902344
	Iteration 46Q: 3 clusters Score -1733640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1733651.000000 Penalty: 4769.902344
	Iteration 47Q: 3 clusters Score -1733651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1733657.375000 Penalty: 4769.902344
	Iteration 48Q: 3 clusters Score -1733657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1733666.625000 Penalty: 4769.902344
	Iteration 49Q: 3 clusters Score -1733667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1733671.250000 Penalty: 4769.902344
	Iteration 50Q: 3 clusters Score -1733671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1733676.125000 Penalty: 4769.902344
	Iteration 51Q: 3 clusters Score -1733676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1733679.250000 Penalty: 4769.902344
	Iteration 52Q: 3 clusters Score -1733679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1733682.375000 Penalty: 4769.902344
	Iteration 53Q: 3 clusters Score -1733682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1733686.625000 Penalty: 4769.902344
	Iteration 54Q: 3 clusters Score -1733687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1733695.500000 Penalty: 4769.902344
	Iteration 55Q: 3 clusters Score -1733696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1733700.500000 Penalty: 4769.902344
	Iteration 56Q: 3 clusters Score -1733700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1733710.875000 Penalty: 4769.902344
	Iteration 57Q: 3 clusters Score -1733711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1733718.625000 Penalty: 4769.902344
	Iteration 58Q: 3 clusters Score -1733719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1733722.750000 Penalty: 4769.902344
	Iteration 59Q: 3 clusters Score -1733723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1733729.750000 Penalty: 4769.902344
	Iteration 60F: 3 clusters Score -1733730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1733730.750000 Penalty: 4769.902344
	Iteration 61Q: 3 clusters Score -1733731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1733736.500000 Penalty: 4769.902344
	Iteration 62Q: 3 clusters Score -1733736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1733738.500000 Penalty: 4769.902344
	Iteration 63Q: 3 clusters Score -1733738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1733740.000000 Penalty: 4769.902344
	Iteration 64Q: 3 clusters Score -1733740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1733740.875000 Penalty: 4769.902344
	Iteration 65Q: 3 clusters Score -1733741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1733740.875000 Penalty: 4769.902344
	Iteration 66F: 3 clusters Score -1733741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -32420.142578 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -32420.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31010.693359 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -31010.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31169.080078 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -31169.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31230.042969 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -31230.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31256.660156 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -31256.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31274.253906 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -31274.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31289.720703 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -31289.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31317.294922 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -31317.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31370.458984 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -31370.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31424.832031 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -31424.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31489.566406 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -31489.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31508.607422 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -31508.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31528.750000 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -31528.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31536.595703 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -31536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31549.052734 Penalty: 2927.706055
	Iteration 13Q: 3 clusters Score -31549.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31550.513672 Penalty: 2927.706055
	Iteration 14Q: 3 clusters Score -31550.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31572.253906 Penalty: 2927.706055
	Iteration 15Q: 3 clusters Score -31572.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31572.253906 Penalty: 2927.706055
	Iteration 16F: 3 clusters Score -31572.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328700 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21117 members 
Mstep: Class 7 contains 40481 members 
Mstep: Class 8 contains 9516 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17253 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113794 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79588 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15014 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935864.000000 Penalty: 140607.781250
Iteration 279Q: 42 clusters Score -1.109359e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328695 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21119 members 
Mstep: Class 7 contains 40482 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17257 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113789 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79588 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15016 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935800.000000 Penalty: 140607.781250
Iteration 280F: 42 clusters Score -1.109358e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328678 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109673 members 
Mstep: Class 6 contains 21124 members 
Mstep: Class 7 contains 40484 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17258 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113786 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79590 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15022 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935824.000000 Penalty: 140607.781250
Iteration 281Q: 42 clusters Score -1.109358e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328671 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39979 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 40481 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39636 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17251 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113779 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79591 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15031 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935840.000000 Penalty: 140607.781250
Iteration 282Q: 42 clusters Score -1.109358e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328666 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39980 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21154 members 
Mstep: Class 7 contains 40476 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39635 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113773 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79592 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15041 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935808.000000 Penalty: 140607.781250
Iteration 283Q: 42 clusters Score -1.109358e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328659 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21166 members 
Mstep: Class 7 contains 40473 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39633 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17231 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113767 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79592 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15056 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935864.000000 Penalty: 140607.781250
Iteration 284Q: 42 clusters Score -1.109359e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328649 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21170 members 
Mstep: Class 7 contains 40470 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39631 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17231 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113764 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79593 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15067 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935896.000000 Penalty: 140607.781250
Iteration 285Q: 42 clusters Score -1.109359e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328642 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39974 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21175 members 
Mstep: Class 7 contains 40465 members 
Mstep: Class 8 contains 9530 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39629 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17232 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113761 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79593 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15079 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935880.000000 Penalty: 140607.781250
Iteration 286Q: 42 clusters Score -1.109359e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328644 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21178 members 
Mstep: Class 7 contains 40464 members 
Mstep: Class 8 contains 9530 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39623 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113754 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79591 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15093 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935840.000000 Penalty: 140607.781250
Iteration 287Q: 42 clusters Score -1.109358e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328644 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109670 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 40464 members 
Mstep: Class 8 contains 9530 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39619 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113746 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79591 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15105 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935904.000000 Penalty: 140607.781250
Iteration 288Q: 42 clusters Score -1.109359e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328632 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 40464 members 
Mstep: Class 8 contains 9529 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113738 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79592 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15130 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935968.000000 Penalty: 140607.781250
Iteration 289Q: 42 clusters Score -1.10936e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328616 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 39969 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21183 members 
Mstep: Class 7 contains 40463 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39618 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113736 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79594 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15151 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936024.000000 Penalty: 140607.781250
Iteration 290Q: 42 clusters Score -1.10936e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328609 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 39967 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21185 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9526 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39619 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 113733 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79593 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15165 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936008.000000 Penalty: 140607.781250
Iteration 291Q: 42 clusters Score -1.10936e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328606 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39967 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39619 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17232 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113728 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79592 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15179 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935984.000000 Penalty: 140607.781250
Iteration 292Q: 42 clusters Score -1.10936e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328602 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39619 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113726 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79590 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15188 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935920.000000 Penalty: 140607.781250
Iteration 293Q: 42 clusters Score -1.109359e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328594 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39969 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39619 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113727 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79586 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935928.000000 Penalty: 140607.781250
Iteration 294Q: 42 clusters Score -1.109359e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328591 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39969 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39618 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113723 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79583 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15206 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935936.000000 Penalty: 140607.781250
Iteration 295Q: 42 clusters Score -1.109359e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328592 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109668 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113716 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79579 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15213 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935952.000000 Penalty: 140607.781250
Iteration 296Q: 42 clusters Score -1.10936e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328588 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113712 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79579 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19110 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15221 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935880.000000 Penalty: 140607.781250
Iteration 297Q: 42 clusters Score -1.109359e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328585 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113711 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79576 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15230 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935888.000000 Penalty: 140607.781250
Iteration 298Q: 42 clusters Score -1.109359e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328577 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9519 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113709 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15246 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935928.000000 Penalty: 140607.781250
Iteration 299Q: 42 clusters Score -1.109359e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328576 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109667 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40460 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50189 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113703 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15255 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935936.000000 Penalty: 140607.781250
Iteration 300F: 42 clusters Score -1.109359e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328569 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50189 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113703 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15262 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935920.000000 Penalty: 140607.781250
Iteration 301Q: 42 clusters Score -1.109359e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328567 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50188 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113700 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79573 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15268 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935904.000000 Penalty: 140607.781250
Iteration 302Q: 42 clusters Score -1.109359e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328566 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113695 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15276 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935904.000000 Penalty: 140607.781250
Iteration 303Q: 42 clusters Score -1.109359e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328562 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113693 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15283 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935936.000000 Penalty: 140607.781250
Iteration 304Q: 42 clusters Score -1.109359e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328562 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113688 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79571 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15288 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935952.000000 Penalty: 140607.781250
Iteration 305Q: 42 clusters Score -1.10936e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328561 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113686 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15291 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935984.000000 Penalty: 140607.781250
Iteration 306Q: 42 clusters Score -1.10936e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328556 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113684 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15301 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935928.000000 Penalty: 140607.781250
Iteration 307Q: 42 clusters Score -1.109359e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328550 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113679 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15316 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935912.000000 Penalty: 140607.781250
Iteration 308Q: 42 clusters Score -1.109359e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328549 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16466 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50187 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113672 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15325 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935912.000000 Penalty: 140607.781250
Iteration 309Q: 42 clusters Score -1.109359e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328545 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9509 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113669 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15335 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935872.000000 Penalty: 140607.781250
Iteration 310Q: 42 clusters Score -1.109359e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328544 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113668 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79571 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15343 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935848.000000 Penalty: 140607.781250
Iteration 311Q: 42 clusters Score -1.109358e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328538 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113667 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79571 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15349 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935864.000000 Penalty: 140607.781250
Iteration 312Q: 42 clusters Score -1.109359e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328535 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113666 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15353 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935832.000000 Penalty: 140607.781250
Iteration 313Q: 42 clusters Score -1.109358e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328531 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113666 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79573 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19110 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15358 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935792.000000 Penalty: 140607.781250
Iteration 314Q: 42 clusters Score -1.109358e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328532 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9505 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113665 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79573 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15362 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 315Q: 42 clusters Score -1.109357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328530 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113664 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15366 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935752.000000 Penalty: 140607.781250
Iteration 316Q: 42 clusters Score -1.109358e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328530 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39968 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113660 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15370 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 317Q: 42 clusters Score -1.109357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328532 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39969 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113657 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 19110 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15369 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935776.000000 Penalty: 140607.781250
Iteration 318Q: 42 clusters Score -1.109358e+08 nChanged 14
Entering ConstructFrom: 
Score: -110935776.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (328532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328532 members 
Entering Unmasked Estep 
Score: -36948528.000000 Penalty: 3150.192627
	Iteration 0F: 2 clusters Score -3.694853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -36744284.000000 Penalty: 6300.385254
	Iteration 0F: 3 clusters Score -3.674428e+07 nChanged 159276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176614 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -36839128.000000 Penalty: 6300.385254
	Iteration 1F: 3 clusters Score -3.683913e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183438 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -36841136.000000 Penalty: 6300.385254
	Iteration 2Q: 3 clusters Score -3.684114e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 134300 members 
Entering Unmasked Estep 
Score: -36845348.000000 Penalty: 6300.385254
	Iteration 3Q: 3 clusters Score -3.684535e+07 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210742 members 
Mstep: Class 2 contains 117790 members 
Entering Unmasked Estep 
Score: -36853332.000000 Penalty: 6300.385254
	Iteration 4F: 3 clusters Score -3.685333e+07 nChanged 24011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234651 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -36870000.000000 Penalty: 6300.385254
	Iteration 5F: 3 clusters Score -3.687e+07 nChanged 30687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265324 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -36896876.000000 Penalty: 6300.385254
	Iteration 6F: 3 clusters Score -3.689688e+07 nChanged 30851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296173 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -36924976.000000 Penalty: 6300.385254
	Iteration 7F: 3 clusters Score -3.692498e+07 nChanged 20730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316903 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -36938640.000000 Penalty: 6300.385254
	Iteration 8F: 3 clusters Score -3.693864e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325287 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -36943496.000000 Penalty: 6300.385254
	Iteration 9Q: 3 clusters Score -3.69435e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327508 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -36944916.000000 Penalty: 6300.385254
	Iteration 10Q: 3 clusters Score -3.694492e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328027 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36945408.000000 Penalty: 6300.385254
	Iteration 11Q: 3 clusters Score -3.694541e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328160 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36945536.000000 Penalty: 6300.385254
	Iteration 12Q: 3 clusters Score -3.694554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328202 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36945584.000000 Penalty: 6300.385254
	Iteration 13Q: 3 clusters Score -3.694558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328219 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36945648.000000 Penalty: 6300.385254
	Iteration 14Q: 3 clusters Score -3.694565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328235 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36945728.000000 Penalty: 6300.385254
	Iteration 15Q: 3 clusters Score -3.694573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36945724.000000 Penalty: 6300.385254
	Iteration 16Q: 3 clusters Score -3.694572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36945740.000000 Penalty: 6300.385254
	Iteration 17Q: 3 clusters Score -3.694574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36945748.000000 Penalty: 6300.385254
	Iteration 18Q: 3 clusters Score -3.694575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36945724.000000 Penalty: 6300.385254
	Iteration 19Q: 3 clusters Score -3.694572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328238 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36945744.000000 Penalty: 6300.385254
	Iteration 20F: 3 clusters Score -3.694574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36945732.000000 Penalty: 6300.385254
	Iteration 21Q: 3 clusters Score -3.694573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36945736.000000 Penalty: 6300.385254
	Iteration 22Q: 3 clusters Score -3.694574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36945728.000000 Penalty: 6300.385254
	Iteration 23Q: 3 clusters Score -3.694573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36945724.000000 Penalty: 6300.385254
	Iteration 24Q: 3 clusters Score -3.694572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328238 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36945744.000000 Penalty: 6300.385254
	Iteration 25Q: 3 clusters Score -3.694574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36945764.000000 Penalty: 6300.385254
	Iteration 26Q: 3 clusters Score -3.694576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328242 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36945760.000000 Penalty: 6300.385254
	Iteration 27Q: 3 clusters Score -3.694576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328244 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36945768.000000 Penalty: 6300.385254
	Iteration 28Q: 3 clusters Score -3.694577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328245 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36945772.000000 Penalty: 6300.385254
	Iteration 29Q: 3 clusters Score -3.694577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328246 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36945760.000000 Penalty: 6300.385254
	Iteration 30Q: 3 clusters Score -3.694576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36945776.000000 Penalty: 6300.385254
	Iteration 31Q: 3 clusters Score -3.694578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36945784.000000 Penalty: 6300.385254
	Iteration 32Q: 3 clusters Score -3.694578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36945776.000000 Penalty: 6300.385254
	Iteration 33Q: 3 clusters Score -3.694578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36945776.000000 Penalty: 6300.385254
	Iteration 34F: 3 clusters Score -3.694578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -440328.968750 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -440329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -436439.062500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -436439.1 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -437228.343750 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -437228.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -437408.906250 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -437408.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -437537.687500 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -437537.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -437621.656250 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -437621.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -437670.156250 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -437670.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -437709.093750 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -437709.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -437742.375000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -437742.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -437763.593750 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -437763.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -437779.250000 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -437779.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -437793.281250 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -437793.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -437805.500000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -437805.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -437817.500000 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -437817.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -437830.687500 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -437830.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -437850.625000 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -437850.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -437870.562500 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -437870.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -437891.875000 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -437891.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -437913.875000 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -437913.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -437941.187500 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -437941.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -437964.406250 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -437964.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -437981.375000 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -437981.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -437997.843750 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -437997.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -438020.656250 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -438020.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -438044.875000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -438044.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -438076.968750 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -438077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -438113.875000 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -438113.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -438156.812500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -438156.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -438227.500000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -438227.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -438334.218750 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -438334.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -438494.781250 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -438494.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -438631.750000 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -438631.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -438764.718750 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -438764.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -438927.781250 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -438927.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -439123.656250 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -439123.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -439342.593750 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -439342.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -439611.500000 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -439611.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -439833.625000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -439833.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -439995.468750 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -439995.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -440107.437500 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -440107.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -440170.125000 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -440170.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -440218.812500 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -440218.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -440255.031250 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -440255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -440269.875000 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -440269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -440279.906250 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -440279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -440284.312500 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -440284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -440286.125000 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -440286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -440286.718750 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -440286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -440286.718750 Penalty: 4105.596680
	Iteration 47F: 3 clusters Score -440286.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Entering Unmasked Estep 
Score: -1688405.500000 Penalty: 2379.928711
	Iteration 0F: 2 clusters Score -1688406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1677749.750000 Penalty: 4759.857422
	Iteration 0F: 3 clusters Score -1677750 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1680901.000000 Penalty: 4759.857422
	Iteration 1F: 3 clusters Score -1680901 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1681262.375000 Penalty: 4759.857422
	Iteration 2F: 3 clusters Score -1681262 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1681605.875000 Penalty: 4759.857422
	Iteration 3F: 3 clusters Score -1681606 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1681981.875000 Penalty: 4759.857422
	Iteration 4F: 3 clusters Score -1681982 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1682415.125000 Penalty: 4759.857422
	Iteration 5F: 3 clusters Score -1682415 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1682998.625000 Penalty: 4759.857422
	Iteration 6F: 3 clusters Score -1682999 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1683723.125000 Penalty: 4759.857422
	Iteration 7F: 3 clusters Score -1683723 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1684465.000000 Penalty: 4759.857422
	Iteration 8F: 3 clusters Score -1684465 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1685131.750000 Penalty: 4759.857422
	Iteration 9F: 3 clusters Score -1685132 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1685613.750000 Penalty: 4759.857422
	Iteration 10Q: 3 clusters Score -1685614 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1685924.625000 Penalty: 4759.857422
	Iteration 11Q: 3 clusters Score -1685925 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1686079.125000 Penalty: 4759.857422
	Iteration 12Q: 3 clusters Score -1686079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1686168.750000 Penalty: 4759.857422
	Iteration 13Q: 3 clusters Score -1686169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1686216.000000 Penalty: 4759.857422
	Iteration 14Q: 3 clusters Score -1686216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1686248.875000 Penalty: 4759.857422
	Iteration 15Q: 3 clusters Score -1686249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1686269.625000 Penalty: 4759.857422
	Iteration 16Q: 3 clusters Score -1686270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1686292.875000 Penalty: 4759.857422
	Iteration 17Q: 3 clusters Score -1686293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1686296.875000 Penalty: 4759.857422
	Iteration 18Q: 3 clusters Score -1686297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1686301.625000 Penalty: 4759.857422
	Iteration 19Q: 3 clusters Score -1686302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1686307.000000 Penalty: 4759.857422
	Iteration 20F: 3 clusters Score -1686307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Entering Unmasked Estep 
Score: -4138850.000000 Penalty: 2627.779297
	Iteration 0F: 2 clusters Score -4138850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4111620.000000 Penalty: 5255.558594
	Iteration 0F: 3 clusters Score -4111620 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4121859.250000 Penalty: 5255.558594
	Iteration 1F: 3 clusters Score -4121859 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4122721.000000 Penalty: 5255.558594
	Iteration 2F: 3 clusters Score -4122721 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4123715.750000 Penalty: 5255.558594
	Iteration 3F: 3 clusters Score -4123716 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4124710.000000 Penalty: 5255.558594
	Iteration 4F: 3 clusters Score -4124710 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4125624.750000 Penalty: 5255.558594
	Iteration 5F: 3 clusters Score -4125625 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4126417.250000 Penalty: 5255.558594
	Iteration 6Q: 3 clusters Score -4126417 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4127152.500000 Penalty: 5255.558594
	Iteration 7Q: 3 clusters Score -4127152 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4127754.000000 Penalty: 5255.558594
	Iteration 8Q: 3 clusters Score -4127754 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4128340.000000 Penalty: 5255.558594
	Iteration 9Q: 3 clusters Score -4128340 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4128930.250000 Penalty: 5255.558594
	Iteration 10Q: 3 clusters Score -4128930 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4129540.500000 Penalty: 5255.558594
	Iteration 11Q: 3 clusters Score -4129540 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -4130101.250000 Penalty: 5255.558594
	Iteration 12Q: 3 clusters Score -4130101 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -4130671.250000 Penalty: 5255.558594
	Iteration 13Q: 3 clusters Score -4130671 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4131148.000000 Penalty: 5255.558594
	Iteration 14Q: 3 clusters Score -4131148 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4131529.500000 Penalty: 5255.558594
	Iteration 15Q: 3 clusters Score -4131530 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4131819.750000 Penalty: 5255.558594
	Iteration 16Q: 3 clusters Score -4131820 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4132043.250000 Penalty: 5255.558594
	Iteration 17Q: 3 clusters Score -4132043 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4132277.500000 Penalty: 5255.558594
	Iteration 18Q: 3 clusters Score -4132278 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -4132464.750000 Penalty: 5255.558594
	Iteration 19Q: 3 clusters Score -4132465 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4132645.750000 Penalty: 5255.558594
	Iteration 20F: 3 clusters Score -4132646 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4132851.500000 Penalty: 5255.558594
	Iteration 21Q: 3 clusters Score -4132852 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -4133052.500000 Penalty: 5255.558594
	Iteration 22Q: 3 clusters Score -4133052 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4133256.750000 Penalty: 5255.558594
	Iteration 23Q: 3 clusters Score -4133257 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4133488.500000 Penalty: 5255.558594
	Iteration 24Q: 3 clusters Score -4133488 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4133745.500000 Penalty: 5255.558594
	Iteration 25Q: 3 clusters Score -4133746 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4134047.000000 Penalty: 5255.558594
	Iteration 26Q: 3 clusters Score -4134047 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4134419.250000 Penalty: 5255.558594
	Iteration 27Q: 3 clusters Score -4134419 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4134776.500000 Penalty: 5255.558594
	Iteration 28Q: 3 clusters Score -4134776 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4135095.750000 Penalty: 5255.558594
	Iteration 29Q: 3 clusters Score -4135096 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4135383.000000 Penalty: 5255.558594
	Iteration 30Q: 3 clusters Score -4135383 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4135685.250000 Penalty: 5255.558594
	Iteration 31Q: 3 clusters Score -4135685 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4135969.250000 Penalty: 5255.558594
	Iteration 32Q: 3 clusters Score -4135969 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4136214.250000 Penalty: 5255.558594
	Iteration 33Q: 3 clusters Score -4136214 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4136418.500000 Penalty: 5255.558594
	Iteration 34Q: 3 clusters Score -4136418 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4136573.750000 Penalty: 5255.558594
	Iteration 35Q: 3 clusters Score -4136574 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -4136717.000000 Penalty: 5255.558594
	Iteration 36Q: 3 clusters Score -4136717 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4136833.000000 Penalty: 5255.558594
	Iteration 37Q: 3 clusters Score -4136833 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4136942.500000 Penalty: 5255.558594
	Iteration 38Q: 3 clusters Score -4136942 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4137042.000000 Penalty: 5255.558594
	Iteration 39Q: 3 clusters Score -4137042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4137111.750000 Penalty: 5255.558594
	Iteration 40F: 3 clusters Score -4137112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4137174.250000 Penalty: 5255.558594
	Iteration 41Q: 3 clusters Score -4137174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4137209.500000 Penalty: 5255.558594
	Iteration 42Q: 3 clusters Score -4137210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4137258.000000 Penalty: 5255.558594
	Iteration 43Q: 3 clusters Score -4137258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4137285.250000 Penalty: 5255.558594
	Iteration 44Q: 3 clusters Score -4137285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4137307.500000 Penalty: 5255.558594
	Iteration 45Q: 3 clusters Score -4137308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4137328.250000 Penalty: 5255.558594
	Iteration 46Q: 3 clusters Score -4137328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4137344.250000 Penalty: 5255.558594
	Iteration 47Q: 3 clusters Score -4137344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4137366.000000 Penalty: 5255.558594
	Iteration 48Q: 3 clusters Score -4137366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4137373.250000 Penalty: 5255.558594
	Iteration 49Q: 3 clusters Score -4137373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4137393.750000 Penalty: 5255.558594
	Iteration 50Q: 3 clusters Score -4137394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4137401.250000 Penalty: 5255.558594
	Iteration 51Q: 3 clusters Score -4137401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4137419.500000 Penalty: 5255.558594
	Iteration 52Q: 3 clusters Score -4137420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4137425.000000 Penalty: 5255.558594
	Iteration 53Q: 3 clusters Score -4137425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -4137440.500000 Penalty: 5255.558594
	Iteration 54Q: 3 clusters Score -4137440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4137451.500000 Penalty: 5255.558594
	Iteration 55Q: 3 clusters Score -4137452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4137464.500000 Penalty: 5255.558594
	Iteration 56Q: 3 clusters Score -4137464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4137467.500000 Penalty: 5255.558594
	Iteration 57Q: 3 clusters Score -4137468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4137469.250000 Penalty: 5255.558594
	Iteration 58Q: 3 clusters Score -4137469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4137467.750000 Penalty: 5255.558594
	Iteration 59Q: 3 clusters Score -4137468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4137487.500000 Penalty: 5255.558594
	Iteration 60F: 3 clusters Score -4137488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4137487.500000 Penalty: 5255.558594
	Iteration 61Q: 3 clusters Score -4137488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4137492.500000 Penalty: 5255.558594
	Iteration 62Q: 3 clusters Score -4137492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -4137493.750000 Penalty: 5255.558594
	Iteration 63Q: 3 clusters Score -4137494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4137494.750000 Penalty: 5255.558594
	Iteration 64Q: 3 clusters Score -4137495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4137496.000000 Penalty: 5255.558594
	Iteration 65Q: 3 clusters Score -4137496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4137498.750000 Penalty: 5255.558594
	Iteration 66Q: 3 clusters Score -4137499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4137503.750000 Penalty: 5255.558594
	Iteration 67Q: 3 clusters Score -4137504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4137506.500000 Penalty: 5255.558594
	Iteration 68Q: 3 clusters Score -4137506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4137507.750000 Penalty: 5255.558594
	Iteration 69Q: 3 clusters Score -4137508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -4137510.500000 Penalty: 5255.558594
	Iteration 70Q: 3 clusters Score -4137510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4137508.750000 Penalty: 5255.558594
	Iteration 71Q: 3 clusters Score -4137509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4137507.500000 Penalty: 5255.558594
	Iteration 72Q: 3 clusters Score -4137508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4137508.500000 Penalty: 5255.558594
	Iteration 73Q: 3 clusters Score -4137508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -4137507.250000 Penalty: 5255.558594
	Iteration 74Q: 3 clusters Score -4137507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4137509.250000 Penalty: 5255.558594
	Iteration 75Q: 3 clusters Score -4137509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4137506.250000 Penalty: 5255.558594
	Iteration 76Q: 3 clusters Score -4137506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4137506.250000 Penalty: 5255.558594
	Iteration 77F: 3 clusters Score -4137506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Entering Unmasked Estep 
Score: -12407482.000000 Penalty: 2878.085938
	Iteration 0F: 2 clusters Score -1.240748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -12334667.000000 Penalty: 5756.171875
	Iteration 0F: 3 clusters Score -1.233467e+07 nChanged 51619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -12363677.000000 Penalty: 5756.171875
	Iteration 1F: 3 clusters Score -1.236368e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -12364512.000000 Penalty: 5756.171875
	Iteration 2Q: 3 clusters Score -1.236451e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -12365609.000000 Penalty: 5756.171875
	Iteration 3Q: 3 clusters Score -1.236561e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -12367549.000000 Penalty: 5756.171875
	Iteration 4Q: 3 clusters Score -1.236755e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -12370751.000000 Penalty: 5756.171875
	Iteration 5F: 3 clusters Score -1.237075e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -12376503.000000 Penalty: 5756.171875
	Iteration 6F: 3 clusters Score -1.23765e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -12384369.000000 Penalty: 5756.171875
	Iteration 7F: 3 clusters Score -1.238437e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -12392703.000000 Penalty: 5756.171875
	Iteration 8F: 3 clusters Score -1.23927e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -12398918.000000 Penalty: 5756.171875
	Iteration 9F: 3 clusters Score -1.239892e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106334 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -12402346.000000 Penalty: 5756.171875
	Iteration 10Q: 3 clusters Score -1.240235e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12403883.000000 Penalty: 5756.171875
	Iteration 11Q: 3 clusters Score -1.240388e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12404504.000000 Penalty: 5756.171875
	Iteration 12Q: 3 clusters Score -1.24045e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12404768.000000 Penalty: 5756.171875
	Iteration 13Q: 3 clusters Score -1.240477e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12404864.000000 Penalty: 5756.171875
	Iteration 14Q: 3 clusters Score -1.240486e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12404932.000000 Penalty: 5756.171875
	Iteration 15Q: 3 clusters Score -1.240493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12404988.000000 Penalty: 5756.171875
	Iteration 16Q: 3 clusters Score -1.240499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12405046.000000 Penalty: 5756.171875
	Iteration 17Q: 3 clusters Score -1.240505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12405074.000000 Penalty: 5756.171875
	Iteration 18Q: 3 clusters Score -1.240507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12405098.000000 Penalty: 5756.171875
	Iteration 19Q: 3 clusters Score -1.24051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12405112.000000 Penalty: 5756.171875
	Iteration 20F: 3 clusters Score -1.240511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12405113.000000 Penalty: 5756.171875
	Iteration 21Q: 3 clusters Score -1.240511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12405118.000000 Penalty: 5756.171875
	Iteration 22Q: 3 clusters Score -1.240512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12405122.000000 Penalty: 5756.171875
	Iteration 23Q: 3 clusters Score -1.240512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12405127.000000 Penalty: 5756.171875
	Iteration 24Q: 3 clusters Score -1.240513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12405130.000000 Penalty: 5756.171875
	Iteration 25Q: 3 clusters Score -1.240513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12405142.000000 Penalty: 5756.171875
	Iteration 26Q: 3 clusters Score -1.240514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12405144.000000 Penalty: 5756.171875
	Iteration 27Q: 3 clusters Score -1.240514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12405141.000000 Penalty: 5756.171875
	Iteration 28Q: 3 clusters Score -1.240514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12405141.000000 Penalty: 5756.171875
	Iteration 29F: 3 clusters Score -1.240514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -2315590.500000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -2315590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2300816.500000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -2300816 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2306034.750000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -2306035 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2306810.250000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -2306810 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2307709.250000 Penalty: 4940.703613
	Iteration 3F: 3 clusters Score -2307709 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2308826.500000 Penalty: 4940.703613
	Iteration 4F: 3 clusters Score -2308826 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2310026.000000 Penalty: 4940.703613
	Iteration 5F: 3 clusters Score -2310026 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2311045.750000 Penalty: 4940.703613
	Iteration 6F: 3 clusters Score -2311046 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2311880.000000 Penalty: 4940.703613
	Iteration 7Q: 3 clusters Score -2311880 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2312506.250000 Penalty: 4940.703613
	Iteration 8Q: 3 clusters Score -2312506 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2312984.000000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -2312984 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2313351.250000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -2313351 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2313625.500000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -2313626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2313799.750000 Penalty: 4940.703613
	Iteration 12Q: 3 clusters Score -2313800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2313884.250000 Penalty: 4940.703613
	Iteration 13Q: 3 clusters Score -2313884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2313936.000000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -2313936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2313970.250000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -2313970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2313984.500000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -2313984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2313993.750000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -2313994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2314003.750000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -2314004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2314008.000000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -2314008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2314016.750000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -2314017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2314022.750000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -2314023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2314025.000000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -2314025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2314028.750000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -2314029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2314030.000000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -2314030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2314032.750000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -2314033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2314034.500000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -2314034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2314032.750000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -2314033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2314032.000000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -2314032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2314034.000000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -2314034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2314032.500000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -2314032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2314031.500000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -2314032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2314030.250000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -2314030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2314034.750000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -2314035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2314034.500000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -2314034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2314034.000000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -2314034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2314034.000000 Penalty: 4940.703613
	Iteration 36F: 3 clusters Score -2314034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Entering Unmasked Estep 
Score: -4509174.000000 Penalty: 2630.807373
	Iteration 0F: 2 clusters Score -4509174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4481851.500000 Penalty: 5261.614746
	Iteration 0F: 3 clusters Score -4481852 nChanged 18528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4492130.500000 Penalty: 5261.614746
	Iteration 1F: 3 clusters Score -4492130 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4492876.500000 Penalty: 5261.614746
	Iteration 2F: 3 clusters Score -4492876 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4493621.000000 Penalty: 5261.614746
	Iteration 3Q: 3 clusters Score -4493621 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4494406.500000 Penalty: 5261.614746
	Iteration 4Q: 3 clusters Score -4494406 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4495248.500000 Penalty: 5261.614746
	Iteration 5Q: 3 clusters Score -4495248 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4496037.500000 Penalty: 5261.614746
	Iteration 6Q: 3 clusters Score -4496038 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4496770.000000 Penalty: 5261.614746
	Iteration 7Q: 3 clusters Score -4496770 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4497489.500000 Penalty: 5261.614746
	Iteration 8Q: 3 clusters Score -4497490 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4498075.500000 Penalty: 5261.614746
	Iteration 9Q: 3 clusters Score -4498076 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4498577.500000 Penalty: 5261.614746
	Iteration 10Q: 3 clusters Score -4498578 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4499005.500000 Penalty: 5261.614746
	Iteration 11Q: 3 clusters Score -4499006 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4499452.500000 Penalty: 5261.614746
	Iteration 12Q: 3 clusters Score -4499452 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4499874.000000 Penalty: 5261.614746
	Iteration 13Q: 3 clusters Score -4499874 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4500378.000000 Penalty: 5261.614746
	Iteration 14Q: 3 clusters Score -4500378 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4500940.000000 Penalty: 5261.614746
	Iteration 15Q: 3 clusters Score -4500940 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4501526.000000 Penalty: 5261.614746
	Iteration 16Q: 3 clusters Score -4501526 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4502057.500000 Penalty: 5261.614746
	Iteration 17Q: 3 clusters Score -4502058 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4502459.500000 Penalty: 5261.614746
	Iteration 18Q: 3 clusters Score -4502460 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4502763.000000 Penalty: 5261.614746
	Iteration 19Q: 3 clusters Score -4502763 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4503032.000000 Penalty: 5261.614746
	Iteration 20F: 3 clusters Score -4503032 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4503283.000000 Penalty: 5261.614746
	Iteration 21Q: 3 clusters Score -4503283 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4503561.000000 Penalty: 5261.614746
	Iteration 22Q: 3 clusters Score -4503561 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4503867.500000 Penalty: 5261.614746
	Iteration 23Q: 3 clusters Score -4503868 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4504178.000000 Penalty: 5261.614746
	Iteration 24Q: 3 clusters Score -4504178 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4504440.500000 Penalty: 5261.614746
	Iteration 25Q: 3 clusters Score -4504440 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4504743.500000 Penalty: 5261.614746
	Iteration 26Q: 3 clusters Score -4504744 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4505016.000000 Penalty: 5261.614746
	Iteration 27Q: 3 clusters Score -4505016 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4505261.000000 Penalty: 5261.614746
	Iteration 28Q: 3 clusters Score -4505261 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4505509.000000 Penalty: 5261.614746
	Iteration 29Q: 3 clusters Score -4505509 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4505722.500000 Penalty: 5261.614746
	Iteration 30Q: 3 clusters Score -4505722 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4505906.500000 Penalty: 5261.614746
	Iteration 31Q: 3 clusters Score -4505906 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4506096.000000 Penalty: 5261.614746
	Iteration 32Q: 3 clusters Score -4506096 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4506256.000000 Penalty: 5261.614746
	Iteration 33Q: 3 clusters Score -4506256 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4506371.500000 Penalty: 5261.614746
	Iteration 34Q: 3 clusters Score -4506372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4506451.000000 Penalty: 5261.614746
	Iteration 35Q: 3 clusters Score -4506451 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4506540.500000 Penalty: 5261.614746
	Iteration 36Q: 3 clusters Score -4506540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4506616.500000 Penalty: 5261.614746
	Iteration 37Q: 3 clusters Score -4506616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4506681.000000 Penalty: 5261.614746
	Iteration 38Q: 3 clusters Score -4506681 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4506723.000000 Penalty: 5261.614746
	Iteration 39Q: 3 clusters Score -4506723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4506767.000000 Penalty: 5261.614746
	Iteration 40F: 3 clusters Score -4506767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4506794.000000 Penalty: 5261.614746
	Iteration 41Q: 3 clusters Score -4506794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4506820.500000 Penalty: 5261.614746
	Iteration 42Q: 3 clusters Score -4506820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4506846.500000 Penalty: 5261.614746
	Iteration 43Q: 3 clusters Score -4506846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4506869.000000 Penalty: 5261.614746
	Iteration 44Q: 3 clusters Score -4506869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4506881.000000 Penalty: 5261.614746
	Iteration 45Q: 3 clusters Score -4506881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4506894.000000 Penalty: 5261.614746
	Iteration 46Q: 3 clusters Score -4506894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4506901.500000 Penalty: 5261.614746
	Iteration 47Q: 3 clusters Score -4506902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4506909.500000 Penalty: 5261.614746
	Iteration 48Q: 3 clusters Score -4506910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4506922.000000 Penalty: 5261.614746
	Iteration 49Q: 3 clusters Score -4506922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4506934.500000 Penalty: 5261.614746
	Iteration 50Q: 3 clusters Score -4506934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4506943.500000 Penalty: 5261.614746
	Iteration 51Q: 3 clusters Score -4506944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4506956.500000 Penalty: 5261.614746
	Iteration 52Q: 3 clusters Score -4506956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4506973.000000 Penalty: 5261.614746
	Iteration 53Q: 3 clusters Score -4506973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4506976.500000 Penalty: 5261.614746
	Iteration 54Q: 3 clusters Score -4506976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4506982.500000 Penalty: 5261.614746
	Iteration 55Q: 3 clusters Score -4506982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4506991.500000 Penalty: 5261.614746
	Iteration 56Q: 3 clusters Score -4506992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4506996.500000 Penalty: 5261.614746
	Iteration 57Q: 3 clusters Score -4506996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4507002.000000 Penalty: 5261.614746
	Iteration 58Q: 3 clusters Score -4507002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4507005.000000 Penalty: 5261.614746
	Iteration 59Q: 3 clusters Score -4507005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4507014.500000 Penalty: 5261.614746
	Iteration 60F: 3 clusters Score -4507014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4507021.000000 Penalty: 5261.614746
	Iteration 61Q: 3 clusters Score -4507021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4507031.000000 Penalty: 5261.614746
	Iteration 62Q: 3 clusters Score -4507031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4507034.000000 Penalty: 5261.614746
	Iteration 63Q: 3 clusters Score -4507034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4507040.000000 Penalty: 5261.614746
	Iteration 64Q: 3 clusters Score -4507040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4507037.500000 Penalty: 5261.614746
	Iteration 65Q: 3 clusters Score -4507038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4507039.000000 Penalty: 5261.614746
	Iteration 66Q: 3 clusters Score -4507039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4507045.500000 Penalty: 5261.614746
	Iteration 67Q: 3 clusters Score -4507046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4507044.500000 Penalty: 5261.614746
	Iteration 68Q: 3 clusters Score -4507044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4507054.000000 Penalty: 5261.614746
	Iteration 69Q: 3 clusters Score -4507054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4507064.000000 Penalty: 5261.614746
	Iteration 70Q: 3 clusters Score -4507064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4507071.000000 Penalty: 5261.614746
	Iteration 71Q: 3 clusters Score -4507071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4507082.000000 Penalty: 5261.614746
	Iteration 72Q: 3 clusters Score -4507082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4507090.500000 Penalty: 5261.614746
	Iteration 73Q: 3 clusters Score -4507090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4507104.500000 Penalty: 5261.614746
	Iteration 74Q: 3 clusters Score -4507104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4507115.500000 Penalty: 5261.614746
	Iteration 75Q: 3 clusters Score -4507116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4507120.500000 Penalty: 5261.614746
	Iteration 76Q: 3 clusters Score -4507120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4507118.500000 Penalty: 5261.614746
	Iteration 77Q: 3 clusters Score -4507118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4507131.500000 Penalty: 5261.614746
	Iteration 78Q: 3 clusters Score -4507132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4507143.500000 Penalty: 5261.614746
	Iteration 79Q: 3 clusters Score -4507144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4507142.000000 Penalty: 5261.614746
	Iteration 80F: 3 clusters Score -4507142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4507141.500000 Penalty: 5261.614746
	Iteration 81Q: 3 clusters Score -4507142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4507143.000000 Penalty: 5261.614746
	Iteration 82Q: 3 clusters Score -4507143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4507141.500000 Penalty: 5261.614746
	Iteration 83Q: 3 clusters Score -4507142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4507144.500000 Penalty: 5261.614746
	Iteration 84Q: 3 clusters Score -4507144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4507146.000000 Penalty: 5261.614746
	Iteration 85Q: 3 clusters Score -4507146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4507152.500000 Penalty: 5261.614746
	Iteration 86Q: 3 clusters Score -4507152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4507155.000000 Penalty: 5261.614746
	Iteration 87Q: 3 clusters Score -4507155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4507155.500000 Penalty: 5261.614746
	Iteration 88Q: 3 clusters Score -4507156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4507157.500000 Penalty: 5261.614746
	Iteration 89Q: 3 clusters Score -4507158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4507158.500000 Penalty: 5261.614746
	Iteration 90Q: 3 clusters Score -4507158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4507156.500000 Penalty: 5261.614746
	Iteration 91Q: 3 clusters Score -4507156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4507155.000000 Penalty: 5261.614746
	Iteration 92Q: 3 clusters Score -4507155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4507155.000000 Penalty: 5261.614746
	Iteration 93Q: 3 clusters Score -4507155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4507157.500000 Penalty: 5261.614746
	Iteration 94Q: 3 clusters Score -4507158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4507170.000000 Penalty: 5261.614746
	Iteration 95Q: 3 clusters Score -4507170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4507166.500000 Penalty: 5261.614746
	Iteration 96Q: 3 clusters Score -4507166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4507174.000000 Penalty: 5261.614746
	Iteration 97Q: 3 clusters Score -4507174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4507180.500000 Penalty: 5261.614746
	Iteration 98Q: 3 clusters Score -4507180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4507179.500000 Penalty: 5261.614746
	Iteration 99Q: 3 clusters Score -4507180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4507186.500000 Penalty: 5261.614746
	Iteration 100F: 3 clusters Score -4507186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4507187.500000 Penalty: 5261.614746
	Iteration 101Q: 3 clusters Score -4507188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4507196.000000 Penalty: 5261.614746
	Iteration 102Q: 3 clusters Score -4507196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4507202.500000 Penalty: 5261.614746
	Iteration 103Q: 3 clusters Score -4507202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4507204.500000 Penalty: 5261.614746
	Iteration 104Q: 3 clusters Score -4507204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4507208.000000 Penalty: 5261.614746
	Iteration 105Q: 3 clusters Score -4507208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4507205.000000 Penalty: 5261.614746
	Iteration 106Q: 3 clusters Score -4507205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4507208.500000 Penalty: 5261.614746
	Iteration 107Q: 3 clusters Score -4507208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4507211.000000 Penalty: 5261.614746
	Iteration 108Q: 3 clusters Score -4507211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4507218.000000 Penalty: 5261.614746
	Iteration 109Q: 3 clusters Score -4507218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4507218.500000 Penalty: 5261.614746
	Iteration 110Q: 3 clusters Score -4507218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4507220.500000 Penalty: 5261.614746
	Iteration 111Q: 3 clusters Score -4507220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4507220.000000 Penalty: 5261.614746
	Iteration 112Q: 3 clusters Score -4507220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4507219.500000 Penalty: 5261.614746
	Iteration 113Q: 3 clusters Score -4507220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4507217.500000 Penalty: 5261.614746
	Iteration 114Q: 3 clusters Score -4507218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4507223.500000 Penalty: 5261.614746
	Iteration 115Q: 3 clusters Score -4507224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4507222.500000 Penalty: 5261.614746
	Iteration 116Q: 3 clusters Score -4507222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4507225.000000 Penalty: 5261.614746
	Iteration 117Q: 3 clusters Score -4507225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4507228.000000 Penalty: 5261.614746
	Iteration 118Q: 3 clusters Score -4507228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4507232.500000 Penalty: 5261.614746
	Iteration 119Q: 3 clusters Score -4507232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4507230.500000 Penalty: 5261.614746
	Iteration 120F: 3 clusters Score -4507230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4507233.000000 Penalty: 5261.614746
	Iteration 121Q: 3 clusters Score -4507233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4507235.500000 Penalty: 5261.614746
	Iteration 122Q: 3 clusters Score -4507236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4507236.000000 Penalty: 5261.614746
	Iteration 123Q: 3 clusters Score -4507236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4507235.500000 Penalty: 5261.614746
	Iteration 124Q: 3 clusters Score -4507236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4507235.500000 Penalty: 5261.614746
	Iteration 125F: 3 clusters Score -4507236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -1054465.375000 Penalty: 2271.548096
	Iteration 0F: 2 clusters Score -1054465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1047061.250000 Penalty: 4543.096191
	Iteration 0F: 3 clusters Score -1047061 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1049209.500000 Penalty: 4543.096191
	Iteration 1F: 3 clusters Score -1049210 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1049533.625000 Penalty: 4543.096191
	Iteration 2F: 3 clusters Score -1049534 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1049810.125000 Penalty: 4543.096191
	Iteration 3F: 3 clusters Score -1049810 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1050061.125000 Penalty: 4543.096191
	Iteration 4Q: 3 clusters Score -1050061 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1050329.875000 Penalty: 4543.096191
	Iteration 5Q: 3 clusters Score -1050330 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1050575.625000 Penalty: 4543.096191
	Iteration 6Q: 3 clusters Score -1050576 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1050819.875000 Penalty: 4543.096191
	Iteration 7Q: 3 clusters Score -1050820 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1051078.625000 Penalty: 4543.096191
	Iteration 8Q: 3 clusters Score -1051079 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1051309.750000 Penalty: 4543.096191
	Iteration 9Q: 3 clusters Score -1051310 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1051526.875000 Penalty: 4543.096191
	Iteration 10Q: 3 clusters Score -1051527 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1051696.875000 Penalty: 4543.096191
	Iteration 11Q: 3 clusters Score -1051697 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1051837.375000 Penalty: 4543.096191
	Iteration 12Q: 3 clusters Score -1051837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1051930.375000 Penalty: 4543.096191
	Iteration 13Q: 3 clusters Score -1051930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1051992.375000 Penalty: 4543.096191
	Iteration 14Q: 3 clusters Score -1051992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1052043.000000 Penalty: 4543.096191
	Iteration 15Q: 3 clusters Score -1052043 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1052085.750000 Penalty: 4543.096191
	Iteration 16Q: 3 clusters Score -1052086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1052120.750000 Penalty: 4543.096191
	Iteration 17Q: 3 clusters Score -1052121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1052152.000000 Penalty: 4543.096191
	Iteration 18Q: 3 clusters Score -1052152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1052176.250000 Penalty: 4543.096191
	Iteration 19Q: 3 clusters Score -1052176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1052198.125000 Penalty: 4543.096191
	Iteration 20F: 3 clusters Score -1052198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1052213.250000 Penalty: 4543.096191
	Iteration 21Q: 3 clusters Score -1052213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1052231.125000 Penalty: 4543.096191
	Iteration 22Q: 3 clusters Score -1052231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1052244.875000 Penalty: 4543.096191
	Iteration 23Q: 3 clusters Score -1052245 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1052256.625000 Penalty: 4543.096191
	Iteration 24Q: 3 clusters Score -1052257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1052268.250000 Penalty: 4543.096191
	Iteration 25Q: 3 clusters Score -1052268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1052272.750000 Penalty: 4543.096191
	Iteration 26Q: 3 clusters Score -1052273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1052277.000000 Penalty: 4543.096191
	Iteration 27Q: 3 clusters Score -1052277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1052279.000000 Penalty: 4543.096191
	Iteration 28Q: 3 clusters Score -1052279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1052280.875000 Penalty: 4543.096191
	Iteration 29Q: 3 clusters Score -1052281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1052283.250000 Penalty: 4543.096191
	Iteration 30Q: 3 clusters Score -1052283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1052283.500000 Penalty: 4543.096191
	Iteration 31Q: 3 clusters Score -1052284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1052285.250000 Penalty: 4543.096191
	Iteration 32Q: 3 clusters Score -1052285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1052285.625000 Penalty: 4543.096191
	Iteration 33Q: 3 clusters Score -1052286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1052288.375000 Penalty: 4543.096191
	Iteration 34Q: 3 clusters Score -1052288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1052286.250000 Penalty: 4543.096191
	Iteration 35Q: 3 clusters Score -1052286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1052287.875000 Penalty: 4543.096191
	Iteration 36Q: 3 clusters Score -1052288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1052288.375000 Penalty: 4543.096191
	Iteration 37Q: 3 clusters Score -1052288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1052290.250000 Penalty: 4543.096191
	Iteration 38Q: 3 clusters Score -1052290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1052290.625000 Penalty: 4543.096191
	Iteration 39Q: 3 clusters Score -1052291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1052294.000000 Penalty: 4543.096191
	Iteration 40F: 3 clusters Score -1052294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1052293.875000 Penalty: 4543.096191
	Iteration 41Q: 3 clusters Score -1052294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1052293.875000 Penalty: 4543.096191
	Iteration 42F: 3 clusters Score -1052294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -127381.898438 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -127381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125340.226562 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -125340.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125622.015625 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -125622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125693.585938 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -125693.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125723.578125 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -125723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125740.421875 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -125740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -125756.945312 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -125756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125763.312500 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -125763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125769.679688 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -125769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125771.890625 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -125771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125775.671875 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -125775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125779.257812 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -125779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125781.726562 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -125781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125788.171875 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -125788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125792.046875 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -125792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125792.953125 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -125793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125793.406250 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -125793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125795.882812 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -125795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125799.250000 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -125799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125800.156250 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -125800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125802.765625 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -125802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125804.867188 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -125804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -125807.132812 Penalty: 3500.717529
	Iteration 21Q: 3 clusters Score -125807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -125809.406250 Penalty: 3500.717529
	Iteration 22Q: 3 clusters Score -125809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125810.125000 Penalty: 3500.717529
	Iteration 23Q: 3 clusters Score -125810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -125811.273438 Penalty: 3500.717529
	Iteration 24Q: 3 clusters Score -125811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125814.617188 Penalty: 3500.717529
	Iteration 25Q: 3 clusters Score -125814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125819.507812 Penalty: 3500.717529
	Iteration 26Q: 3 clusters Score -125819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -125821.554688 Penalty: 3500.717529
	Iteration 27Q: 3 clusters Score -125821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -125824.359375 Penalty: 3500.717529
	Iteration 28Q: 3 clusters Score -125824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125828.273438 Penalty: 3500.717529
	Iteration 29Q: 3 clusters Score -125828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125830.585938 Penalty: 3500.717529
	Iteration 30Q: 3 clusters Score -125830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125837.148438 Penalty: 3500.717529
	Iteration 31Q: 3 clusters Score -125837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125843.226562 Penalty: 3500.717529
	Iteration 32Q: 3 clusters Score -125843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125848.343750 Penalty: 3500.717529
	Iteration 33Q: 3 clusters Score -125848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125855.500000 Penalty: 3500.717529
	Iteration 34Q: 3 clusters Score -125855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -125859.421875 Penalty: 3500.717529
	Iteration 35Q: 3 clusters Score -125859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -125861.781250 Penalty: 3500.717529
	Iteration 36Q: 3 clusters Score -125861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125865.343750 Penalty: 3500.717529
	Iteration 37Q: 3 clusters Score -125865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125870.000000 Penalty: 3500.717529
	Iteration 38Q: 3 clusters Score -125870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125878.125000 Penalty: 3500.717529
	Iteration 39Q: 3 clusters Score -125878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125891.507812 Penalty: 3500.717529
	Iteration 40F: 3 clusters Score -125891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125894.398438 Penalty: 3500.717529
	Iteration 41Q: 3 clusters Score -125894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125900.132812 Penalty: 3500.717529
	Iteration 42Q: 3 clusters Score -125900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125903.187500 Penalty: 3500.717529
	Iteration 43Q: 3 clusters Score -125903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125903.187500 Penalty: 3500.717529
	Iteration 44F: 3 clusters Score -125903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Entering Unmasked Estep 
Score: -537328.750000 Penalty: 2105.832275
	Iteration 0F: 2 clusters Score -537328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -532930.750000 Penalty: 4211.664551
	Iteration 0F: 3 clusters Score -532930.8 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -533932.187500 Penalty: 4211.664551
	Iteration 1F: 3 clusters Score -533932.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -534144.562500 Penalty: 4211.664551
	Iteration 2F: 3 clusters Score -534144.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -534317.500000 Penalty: 4211.664551
	Iteration 3F: 3 clusters Score -534317.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -534457.000000 Penalty: 4211.664551
	Iteration 4Q: 3 clusters Score -534457 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -534565.500000 Penalty: 4211.664551
	Iteration 5Q: 3 clusters Score -534565.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -534667.812500 Penalty: 4211.664551
	Iteration 6Q: 3 clusters Score -534667.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -534754.250000 Penalty: 4211.664551
	Iteration 7Q: 3 clusters Score -534754.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -534849.312500 Penalty: 4211.664551
	Iteration 8Q: 3 clusters Score -534849.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -534947.812500 Penalty: 4211.664551
	Iteration 9Q: 3 clusters Score -534947.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -535064.687500 Penalty: 4211.664551
	Iteration 10Q: 3 clusters Score -535064.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -535181.062500 Penalty: 4211.664551
	Iteration 11Q: 3 clusters Score -535181.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -535320.875000 Penalty: 4211.664551
	Iteration 12Q: 3 clusters Score -535320.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -535444.250000 Penalty: 4211.664551
	Iteration 13Q: 3 clusters Score -535444.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -535557.500000 Penalty: 4211.664551
	Iteration 14Q: 3 clusters Score -535557.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -535673.250000 Penalty: 4211.664551
	Iteration 15Q: 3 clusters Score -535673.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -535810.187500 Penalty: 4211.664551
	Iteration 16Q: 3 clusters Score -535810.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -535915.500000 Penalty: 4211.664551
	Iteration 17Q: 3 clusters Score -535915.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -535967.250000 Penalty: 4211.664551
	Iteration 18Q: 3 clusters Score -535967.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -535995.125000 Penalty: 4211.664551
	Iteration 19Q: 3 clusters Score -535995.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -536013.062500 Penalty: 4211.664551
	Iteration 20F: 3 clusters Score -536013.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -536023.812500 Penalty: 4211.664551
	Iteration 21Q: 3 clusters Score -536023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -536028.625000 Penalty: 4211.664551
	Iteration 22Q: 3 clusters Score -536028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -536033.875000 Penalty: 4211.664551
	Iteration 23Q: 3 clusters Score -536033.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -536037.937500 Penalty: 4211.664551
	Iteration 24Q: 3 clusters Score -536037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -536039.187500 Penalty: 4211.664551
	Iteration 25Q: 3 clusters Score -536039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -536040.437500 Penalty: 4211.664551
	Iteration 26Q: 3 clusters Score -536040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -536041.187500 Penalty: 4211.664551
	Iteration 27Q: 3 clusters Score -536041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -536042.625000 Penalty: 4211.664551
	Iteration 28Q: 3 clusters Score -536042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -536042.625000 Penalty: 4211.664551
	Iteration 29F: 3 clusters Score -536042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Entering Unmasked Estep 
Score: -1851595.125000 Penalty: 2407.860352
	Iteration 0F: 2 clusters Score -1851595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1839812.250000 Penalty: 4815.720703
	Iteration 0F: 3 clusters Score -1839812 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1843661.875000 Penalty: 4815.720703
	Iteration 1F: 3 clusters Score -1843662 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1844095.875000 Penalty: 4815.720703
	Iteration 2F: 3 clusters Score -1844096 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1844436.000000 Penalty: 4815.720703
	Iteration 3Q: 3 clusters Score -1844436 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1844752.250000 Penalty: 4815.720703
	Iteration 4Q: 3 clusters Score -1844752 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1845081.625000 Penalty: 4815.720703
	Iteration 5Q: 3 clusters Score -1845082 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1845425.125000 Penalty: 4815.720703
	Iteration 6Q: 3 clusters Score -1845425 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1845848.625000 Penalty: 4815.720703
	Iteration 7Q: 3 clusters Score -1845849 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1846330.500000 Penalty: 4815.720703
	Iteration 8Q: 3 clusters Score -1846330 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1846840.625000 Penalty: 4815.720703
	Iteration 9Q: 3 clusters Score -1846841 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1847343.125000 Penalty: 4815.720703
	Iteration 10Q: 3 clusters Score -1847343 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1847791.750000 Penalty: 4815.720703
	Iteration 11Q: 3 clusters Score -1847792 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1848187.750000 Penalty: 4815.720703
	Iteration 12Q: 3 clusters Score -1848188 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1848477.375000 Penalty: 4815.720703
	Iteration 13Q: 3 clusters Score -1848477 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1848688.750000 Penalty: 4815.720703
	Iteration 14Q: 3 clusters Score -1848689 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1848851.125000 Penalty: 4815.720703
	Iteration 15Q: 3 clusters Score -1848851 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1848972.375000 Penalty: 4815.720703
	Iteration 16Q: 3 clusters Score -1848972 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1849069.625000 Penalty: 4815.720703
	Iteration 17Q: 3 clusters Score -1849070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1849158.625000 Penalty: 4815.720703
	Iteration 18Q: 3 clusters Score -1849159 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1849243.875000 Penalty: 4815.720703
	Iteration 19Q: 3 clusters Score -1849244 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1849316.000000 Penalty: 4815.720703
	Iteration 20F: 3 clusters Score -1849316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1849375.625000 Penalty: 4815.720703
	Iteration 21Q: 3 clusters Score -1849376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1849406.000000 Penalty: 4815.720703
	Iteration 22Q: 3 clusters Score -1849406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1849439.750000 Penalty: 4815.720703
	Iteration 23Q: 3 clusters Score -1849440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1849466.000000 Penalty: 4815.720703
	Iteration 24Q: 3 clusters Score -1849466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1849497.250000 Penalty: 4815.720703
	Iteration 25Q: 3 clusters Score -1849497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1849510.875000 Penalty: 4815.720703
	Iteration 26Q: 3 clusters Score -1849511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1849521.250000 Penalty: 4815.720703
	Iteration 27Q: 3 clusters Score -1849521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1849528.875000 Penalty: 4815.720703
	Iteration 28Q: 3 clusters Score -1849529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1849540.625000 Penalty: 4815.720703
	Iteration 29Q: 3 clusters Score -1849541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1849544.125000 Penalty: 4815.720703
	Iteration 30Q: 3 clusters Score -1849544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1849550.125000 Penalty: 4815.720703
	Iteration 31Q: 3 clusters Score -1849550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1849553.125000 Penalty: 4815.720703
	Iteration 32Q: 3 clusters Score -1849553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1849552.875000 Penalty: 4815.720703
	Iteration 33Q: 3 clusters Score -1849553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1849555.625000 Penalty: 4815.720703
	Iteration 34Q: 3 clusters Score -1849556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1849556.375000 Penalty: 4815.720703
	Iteration 35Q: 3 clusters Score -1849556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1849557.875000 Penalty: 4815.720703
	Iteration 36Q: 3 clusters Score -1849558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1849560.875000 Penalty: 4815.720703
	Iteration 37Q: 3 clusters Score -1849561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1849563.500000 Penalty: 4815.720703
	Iteration 38Q: 3 clusters Score -1849564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1849565.375000 Penalty: 4815.720703
	Iteration 39Q: 3 clusters Score -1849565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1849566.875000 Penalty: 4815.720703
	Iteration 40F: 3 clusters Score -1849567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1849570.000000 Penalty: 4815.720703
	Iteration 41Q: 3 clusters Score -1849570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1849573.375000 Penalty: 4815.720703
	Iteration 42Q: 3 clusters Score -1849573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1849580.125000 Penalty: 4815.720703
	Iteration 43Q: 3 clusters Score -1849580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1849585.000000 Penalty: 4815.720703
	Iteration 44Q: 3 clusters Score -1849585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1849592.625000 Penalty: 4815.720703
	Iteration 45Q: 3 clusters Score -1849593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1849596.750000 Penalty: 4815.720703
	Iteration 46Q: 3 clusters Score -1849597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1849599.625000 Penalty: 4815.720703
	Iteration 47Q: 3 clusters Score -1849600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1849600.875000 Penalty: 4815.720703
	Iteration 48Q: 3 clusters Score -1849601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1849601.125000 Penalty: 4815.720703
	Iteration 49Q: 3 clusters Score -1849601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1849600.500000 Penalty: 4815.720703
	Iteration 50Q: 3 clusters Score -1849600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1849604.375000 Penalty: 4815.720703
	Iteration 51Q: 3 clusters Score -1849604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1849605.875000 Penalty: 4815.720703
	Iteration 52Q: 3 clusters Score -1849606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1849607.250000 Penalty: 4815.720703
	Iteration 53Q: 3 clusters Score -1849607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1849611.500000 Penalty: 4815.720703
	Iteration 54Q: 3 clusters Score -1849612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1849609.625000 Penalty: 4815.720703
	Iteration 55Q: 3 clusters Score -1849610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1849609.625000 Penalty: 4815.720703
	Iteration 56Q: 3 clusters Score -1849610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1849611.125000 Penalty: 4815.720703
	Iteration 57Q: 3 clusters Score -1849611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1849612.500000 Penalty: 4815.720703
	Iteration 58Q: 3 clusters Score -1849612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1849612.500000 Penalty: 4815.720703
	Iteration 59F: 3 clusters Score -1849612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -359339.218750 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -359339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -355990.312500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -355990.3 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -356706.625000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -356706.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -356865.250000 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -356865.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -356954.718750 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -356954.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -357007.156250 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -357007.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357051.531250 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -357051.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -357083.406250 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -357083.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -357102.250000 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -357102.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -357111.812500 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -357111.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -357119.468750 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -357119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -357127.250000 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -357127.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -357136.593750 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -357136.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -357145.906250 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -357145.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -357151.375000 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -357151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -357153.343750 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -357153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -357154.031250 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -357154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357156.406250 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -357156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -357157.500000 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -357157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -357158.875000 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -357158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -357159.250000 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -357159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -357159.250000 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -357159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Entering Unmasked Estep 
Score: -5710416.000000 Penalty: 2684.216064
	Iteration 0F: 2 clusters Score -5710416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5676612.500000 Penalty: 5368.432129
	Iteration 0F: 3 clusters Score -5676612 nChanged 23126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -5689509.000000 Penalty: 5368.432129
	Iteration 1F: 3 clusters Score -5689509 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5690306.000000 Penalty: 5368.432129
	Iteration 2Q: 3 clusters Score -5690306 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5691470.000000 Penalty: 5368.432129
	Iteration 3Q: 3 clusters Score -5691470 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5693155.000000 Penalty: 5368.432129
	Iteration 4F: 3 clusters Score -5693155 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -5695593.000000 Penalty: 5368.432129
	Iteration 5F: 3 clusters Score -5695593 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5698389.500000 Penalty: 5368.432129
	Iteration 6F: 3 clusters Score -5698390 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5701091.500000 Penalty: 5368.432129
	Iteration 7F: 3 clusters Score -5701092 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5703231.000000 Penalty: 5368.432129
	Iteration 8F: 3 clusters Score -5703231 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -5705005.000000 Penalty: 5368.432129
	Iteration 9Q: 3 clusters Score -5705005 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5706412.500000 Penalty: 5368.432129
	Iteration 10Q: 3 clusters Score -5706412 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -5707316.000000 Penalty: 5368.432129
	Iteration 11Q: 3 clusters Score -5707316 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -5707784.500000 Penalty: 5368.432129
	Iteration 12Q: 3 clusters Score -5707784 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -5707963.000000 Penalty: 5368.432129
	Iteration 13Q: 3 clusters Score -5707963 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -5708118.000000 Penalty: 5368.432129
	Iteration 14Q: 3 clusters Score -5708118 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -5708212.000000 Penalty: 5368.432129
	Iteration 15Q: 3 clusters Score -5708212 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5708301.500000 Penalty: 5368.432129
	Iteration 16Q: 3 clusters Score -5708302 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5708361.500000 Penalty: 5368.432129
	Iteration 17Q: 3 clusters Score -5708362 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5708397.000000 Penalty: 5368.432129
	Iteration 18Q: 3 clusters Score -5708397 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5708398.000000 Penalty: 5368.432129
	Iteration 19Q: 3 clusters Score -5708398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -5708429.500000 Penalty: 5368.432129
	Iteration 20F: 3 clusters Score -5708430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5708462.500000 Penalty: 5368.432129
	Iteration 21Q: 3 clusters Score -5708462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5708467.000000 Penalty: 5368.432129
	Iteration 22Q: 3 clusters Score -5708467 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5708482.000000 Penalty: 5368.432129
	Iteration 23Q: 3 clusters Score -5708482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5708502.500000 Penalty: 5368.432129
	Iteration 24Q: 3 clusters Score -5708502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -5708514.000000 Penalty: 5368.432129
	Iteration 25Q: 3 clusters Score -5708514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -5708528.000000 Penalty: 5368.432129
	Iteration 26Q: 3 clusters Score -5708528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5708542.000000 Penalty: 5368.432129
	Iteration 27Q: 3 clusters Score -5708542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5708551.000000 Penalty: 5368.432129
	Iteration 28Q: 3 clusters Score -5708551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5708567.000000 Penalty: 5368.432129
	Iteration 29Q: 3 clusters Score -5708567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5708582.000000 Penalty: 5368.432129
	Iteration 30Q: 3 clusters Score -5708582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5708582.500000 Penalty: 5368.432129
	Iteration 31Q: 3 clusters Score -5708582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5708591.000000 Penalty: 5368.432129
	Iteration 32Q: 3 clusters Score -5708591 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5708633.500000 Penalty: 5368.432129
	Iteration 33Q: 3 clusters Score -5708634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5708636.000000 Penalty: 5368.432129
	Iteration 34Q: 3 clusters Score -5708636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5708662.500000 Penalty: 5368.432129
	Iteration 35Q: 3 clusters Score -5708662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5708672.000000 Penalty: 5368.432129
	Iteration 36Q: 3 clusters Score -5708672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5708685.000000 Penalty: 5368.432129
	Iteration 37Q: 3 clusters Score -5708685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5708713.000000 Penalty: 5368.432129
	Iteration 38Q: 3 clusters Score -5708713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5708736.000000 Penalty: 5368.432129
	Iteration 39Q: 3 clusters Score -5708736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5708747.500000 Penalty: 5368.432129
	Iteration 40F: 3 clusters Score -5708748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5708762.000000 Penalty: 5368.432129
	Iteration 41Q: 3 clusters Score -5708762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5708772.000000 Penalty: 5368.432129
	Iteration 42Q: 3 clusters Score -5708772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5708779.500000 Penalty: 5368.432129
	Iteration 43Q: 3 clusters Score -5708780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5708801.500000 Penalty: 5368.432129
	Iteration 44Q: 3 clusters Score -5708802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5708817.500000 Penalty: 5368.432129
	Iteration 45Q: 3 clusters Score -5708818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5708836.000000 Penalty: 5368.432129
	Iteration 46Q: 3 clusters Score -5708836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5708841.000000 Penalty: 5368.432129
	Iteration 47Q: 3 clusters Score -5708841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5708863.500000 Penalty: 5368.432129
	Iteration 48Q: 3 clusters Score -5708864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5708886.500000 Penalty: 5368.432129
	Iteration 49Q: 3 clusters Score -5708886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5708888.000000 Penalty: 5368.432129
	Iteration 50Q: 3 clusters Score -5708888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5708901.000000 Penalty: 5368.432129
	Iteration 51Q: 3 clusters Score -5708901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5708899.500000 Penalty: 5368.432129
	Iteration 52Q: 3 clusters Score -5708900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5708907.500000 Penalty: 5368.432129
	Iteration 53Q: 3 clusters Score -5708908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5708901.000000 Penalty: 5368.432129
	Iteration 54Q: 3 clusters Score -5708901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5708900.500000 Penalty: 5368.432129
	Iteration 55Q: 3 clusters Score -5708900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5708901.500000 Penalty: 5368.432129
	Iteration 56Q: 3 clusters Score -5708902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5708915.500000 Penalty: 5368.432129
	Iteration 57Q: 3 clusters Score -5708916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5708914.000000 Penalty: 5368.432129
	Iteration 58Q: 3 clusters Score -5708914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5708919.000000 Penalty: 5368.432129
	Iteration 59Q: 3 clusters Score -5708919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5708932.000000 Penalty: 5368.432129
	Iteration 60F: 3 clusters Score -5708932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5708944.500000 Penalty: 5368.432129
	Iteration 61Q: 3 clusters Score -5708944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5708949.000000 Penalty: 5368.432129
	Iteration 62Q: 3 clusters Score -5708949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5708941.500000 Penalty: 5368.432129
	Iteration 63Q: 3 clusters Score -5708942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5708950.000000 Penalty: 5368.432129
	Iteration 64Q: 3 clusters Score -5708950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5708949.500000 Penalty: 5368.432129
	Iteration 65Q: 3 clusters Score -5708950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5708940.000000 Penalty: 5368.432129
	Iteration 66Q: 3 clusters Score -5708940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5708943.500000 Penalty: 5368.432129
	Iteration 67Q: 3 clusters Score -5708944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5708949.500000 Penalty: 5368.432129
	Iteration 68Q: 3 clusters Score -5708950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5708934.500000 Penalty: 5368.432129
	Iteration 69Q: 3 clusters Score -5708934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5708941.500000 Penalty: 5368.432129
	Iteration 70Q: 3 clusters Score -5708942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5708939.000000 Penalty: 5368.432129
	Iteration 71Q: 3 clusters Score -5708939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5708949.000000 Penalty: 5368.432129
	Iteration 72Q: 3 clusters Score -5708949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5708949.000000 Penalty: 5368.432129
	Iteration 73Q: 3 clusters Score -5708949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5708952.000000 Penalty: 5368.432129
	Iteration 74Q: 3 clusters Score -5708952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5708948.000000 Penalty: 5368.432129
	Iteration 75Q: 3 clusters Score -5708948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5708949.500000 Penalty: 5368.432129
	Iteration 76Q: 3 clusters Score -5708950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5708954.500000 Penalty: 5368.432129
	Iteration 77Q: 3 clusters Score -5708954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5708953.000000 Penalty: 5368.432129
	Iteration 78Q: 3 clusters Score -5708953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5708954.500000 Penalty: 5368.432129
	Iteration 79Q: 3 clusters Score -5708954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5708961.000000 Penalty: 5368.432129
	Iteration 80F: 3 clusters Score -5708961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5708962.500000 Penalty: 5368.432129
	Iteration 81Q: 3 clusters Score -5708962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5708964.500000 Penalty: 5368.432129
	Iteration 82Q: 3 clusters Score -5708964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5708964.000000 Penalty: 5368.432129
	Iteration 83Q: 3 clusters Score -5708964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5708957.500000 Penalty: 5368.432129
	Iteration 84Q: 3 clusters Score -5708958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5708956.500000 Penalty: 5368.432129
	Iteration 85Q: 3 clusters Score -5708956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5708961.500000 Penalty: 5368.432129
	Iteration 86Q: 3 clusters Score -5708962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5708961.000000 Penalty: 5368.432129
	Iteration 87Q: 3 clusters Score -5708961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5708961.000000 Penalty: 5368.432129
	Iteration 88F: 3 clusters Score -5708961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Entering Unmasked Estep 
Score: -1360757.000000 Penalty: 2335.826416
	Iteration 0F: 2 clusters Score -1360757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1351573.750000 Penalty: 4671.652832
	Iteration 0F: 3 clusters Score -1351574 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1354394.000000 Penalty: 4671.652832
	Iteration 1F: 3 clusters Score -1354394 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1354799.625000 Penalty: 4671.652832
	Iteration 2F: 3 clusters Score -1354800 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1355082.750000 Penalty: 4671.652832
	Iteration 3F: 3 clusters Score -1355083 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1355339.250000 Penalty: 4671.652832
	Iteration 4Q: 3 clusters Score -1355339 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1355584.000000 Penalty: 4671.652832
	Iteration 5Q: 3 clusters Score -1355584 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1355846.250000 Penalty: 4671.652832
	Iteration 6Q: 3 clusters Score -1355846 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1356156.250000 Penalty: 4671.652832
	Iteration 7Q: 3 clusters Score -1356156 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1356551.625000 Penalty: 4671.652832
	Iteration 8Q: 3 clusters Score -1356552 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1356940.125000 Penalty: 4671.652832
	Iteration 9Q: 3 clusters Score -1356940 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1357278.125000 Penalty: 4671.652832
	Iteration 10Q: 3 clusters Score -1357278 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1357590.375000 Penalty: 4671.652832
	Iteration 11Q: 3 clusters Score -1357590 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1357897.250000 Penalty: 4671.652832
	Iteration 12Q: 3 clusters Score -1357897 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1358184.875000 Penalty: 4671.652832
	Iteration 13Q: 3 clusters Score -1358185 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1358452.000000 Penalty: 4671.652832
	Iteration 14Q: 3 clusters Score -1358452 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1358684.250000 Penalty: 4671.652832
	Iteration 15Q: 3 clusters Score -1358684 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1358891.625000 Penalty: 4671.652832
	Iteration 16Q: 3 clusters Score -1358892 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1359061.000000 Penalty: 4671.652832
	Iteration 17Q: 3 clusters Score -1359061 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1359186.875000 Penalty: 4671.652832
	Iteration 18Q: 3 clusters Score -1359187 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1359275.875000 Penalty: 4671.652832
	Iteration 19Q: 3 clusters Score -1359276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1359330.875000 Penalty: 4671.652832
	Iteration 20F: 3 clusters Score -1359331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1359386.000000 Penalty: 4671.652832
	Iteration 21Q: 3 clusters Score -1359386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1359447.375000 Penalty: 4671.652832
	Iteration 22Q: 3 clusters Score -1359447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1359491.125000 Penalty: 4671.652832
	Iteration 23Q: 3 clusters Score -1359491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1359535.000000 Penalty: 4671.652832
	Iteration 24Q: 3 clusters Score -1359535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1359598.375000 Penalty: 4671.652832
	Iteration 25Q: 3 clusters Score -1359598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1359635.500000 Penalty: 4671.652832
	Iteration 26Q: 3 clusters Score -1359636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1359663.125000 Penalty: 4671.652832
	Iteration 27Q: 3 clusters Score -1359663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1359691.750000 Penalty: 4671.652832
	Iteration 28Q: 3 clusters Score -1359692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1359723.000000 Penalty: 4671.652832
	Iteration 29Q: 3 clusters Score -1359723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1359757.625000 Penalty: 4671.652832
	Iteration 30Q: 3 clusters Score -1359758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1359772.375000 Penalty: 4671.652832
	Iteration 31Q: 3 clusters Score -1359772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1359780.375000 Penalty: 4671.652832
	Iteration 32Q: 3 clusters Score -1359780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1359784.250000 Penalty: 4671.652832
	Iteration 33Q: 3 clusters Score -1359784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1359796.500000 Penalty: 4671.652832
	Iteration 34Q: 3 clusters Score -1359796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1359810.500000 Penalty: 4671.652832
	Iteration 35Q: 3 clusters Score -1359810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1359820.000000 Penalty: 4671.652832
	Iteration 36Q: 3 clusters Score -1359820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1359827.875000 Penalty: 4671.652832
	Iteration 37Q: 3 clusters Score -1359828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1359835.500000 Penalty: 4671.652832
	Iteration 38Q: 3 clusters Score -1359836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1359845.750000 Penalty: 4671.652832
	Iteration 39Q: 3 clusters Score -1359846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1359850.125000 Penalty: 4671.652832
	Iteration 40F: 3 clusters Score -1359850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1359849.750000 Penalty: 4671.652832
	Iteration 41Q: 3 clusters Score -1359850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1359849.750000 Penalty: 4671.652832
	Iteration 42F: 3 clusters Score -1359850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -481448.562500 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -481448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -477035.000000 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -477035 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -478190.125000 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -478190.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -478557.187500 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -478557.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -478932.375000 Penalty: 4215.821777
	Iteration 3F: 3 clusters Score -478932.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -479352.093750 Penalty: 4215.821777
	Iteration 4F: 3 clusters Score -479352.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -479726.531250 Penalty: 4215.821777
	Iteration 5F: 3 clusters Score -479726.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -480026.281250 Penalty: 4215.821777
	Iteration 6F: 3 clusters Score -480026.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -480263.562500 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -480263.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -480475.562500 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -480475.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480646.625000 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -480646.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -480781.718750 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -480781.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -480889.375000 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -480889.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -480963.593750 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -480963.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -481023.156250 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -481023.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -481069.687500 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -481069.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -481097.031250 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -481097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -481119.781250 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -481119.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -481138.937500 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -481138.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -481166.031250 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -481166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -481189.937500 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -481189.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -481206.031250 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -481206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -481215.437500 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -481215.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -481223.968750 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -481224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -481231.593750 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -481231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -481235.812500 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -481235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -481240.812500 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -481240.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -481246.000000 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -481246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -481252.250000 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -481252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -481256.375000 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -481256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -481261.468750 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -481261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -481269.343750 Penalty: 4215.821777
	Iteration 30Q: 3 clusters Score -481269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -481272.687500 Penalty: 4215.821777
	Iteration 31Q: 3 clusters Score -481272.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -481278.593750 Penalty: 4215.821777
	Iteration 32Q: 3 clusters Score -481278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -481285.593750 Penalty: 4215.821777
	Iteration 33Q: 3 clusters Score -481285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -481289.531250 Penalty: 4215.821777
	Iteration 34Q: 3 clusters Score -481289.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -481298.125000 Penalty: 4215.821777
	Iteration 35Q: 3 clusters Score -481298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -481310.125000 Penalty: 4215.821777
	Iteration 36Q: 3 clusters Score -481310.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -481321.437500 Penalty: 4215.821777
	Iteration 37Q: 3 clusters Score -481321.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -481334.562500 Penalty: 4215.821777
	Iteration 38Q: 3 clusters Score -481334.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -481348.000000 Penalty: 4215.821777
	Iteration 39Q: 3 clusters Score -481348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -481358.906250 Penalty: 4215.821777
	Iteration 40F: 3 clusters Score -481358.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -481366.125000 Penalty: 4215.821777
	Iteration 41Q: 3 clusters Score -481366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -481367.937500 Penalty: 4215.821777
	Iteration 42Q: 3 clusters Score -481367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -481369.093750 Penalty: 4215.821777
	Iteration 43Q: 3 clusters Score -481369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -481369.906250 Penalty: 4215.821777
	Iteration 44Q: 3 clusters Score -481369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -481369.906250 Penalty: 4215.821777
	Iteration 45F: 3 clusters Score -481369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -64070.121094 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -64070.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62445.218750 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -62445.22 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62737.289062 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -62737.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62867.343750 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -62867.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62952.000000 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -62952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63040.445312 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -63040.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63116.238281 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -63116.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63223.699219 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -63223.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63341.386719 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -63341.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63522.886719 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -63522.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63710.449219 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -63710.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63818.746094 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -63818.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63859.570312 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -63859.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -63913.945312 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -63913.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63936.261719 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -63936.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63970.621094 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -63970.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64020.687500 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -64020.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64079.929688 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -64079.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64112.546875 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -64112.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64141.531250 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -64141.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64146.843750 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -64146.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64149.148438 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -64149.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64150.746094 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -64150.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64152.492188 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -64152.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64153.578125 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -64153.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64155.019531 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -64155.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64157.542969 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -64157.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64157.542969 Penalty: 3229.088135
	Iteration 26F: 3 clusters Score -64157.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328532 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39613 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113655 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19114 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15370 members 
Mstep: Class 41 contains 366 members 
Mstep: Class 42 contains 372 members 
Entering Unmasked Estep 
Score: -110933976.000000 Penalty: 144037.250000
Splitting cluster 16 changes total score from -110935776.000000 to -110933976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -405596.531250 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -405596.5 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 1838 members 
Entering Unmasked Estep 
Score: -401856.812500 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -401856.8 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -402646.968750 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -402647 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -402839.125000 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -402839.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -402936.031250 Penalty: 4082.366455
	Iteration 3Q: 3 clusters Score -402936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403027.593750 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -403027.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -403157.687500 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -403157.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -403314.687500 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -403314.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403453.343750 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -403453.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -403577.593750 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -403577.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -403683.468750 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -403683.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -403791.906250 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -403791.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -403883.031250 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -403883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -403948.187500 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -403948.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -404001.406250 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -404001.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -404037.500000 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -404037.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -404075.406250 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -404075.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -404109.500000 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -404109.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -404129.000000 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -404129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -404145.281250 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -404145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -404155.156250 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -404155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -404161.875000 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -404161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -404166.968750 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -404167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -404169.781250 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -404169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -404174.437500 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -404174.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -404179.312500 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -404179.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -404182.906250 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -404182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -404185.093750 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -404185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -404186.250000 Penalty: 4082.366455
	Iteration 27Q: 3 clusters Score -404186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -404187.281250 Penalty: 4082.366455
	Iteration 28Q: 3 clusters Score -404187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -404190.250000 Penalty: 4082.366455
	Iteration 29Q: 3 clusters Score -404190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -404193.062500 Penalty: 4082.366455
	Iteration 30Q: 3 clusters Score -404193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -404195.000000 Penalty: 4082.366455
	Iteration 31Q: 3 clusters Score -404195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -404199.218750 Penalty: 4082.366455
	Iteration 32Q: 3 clusters Score -404199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -404201.093750 Penalty: 4082.366455
	Iteration 33Q: 3 clusters Score -404201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -404202.968750 Penalty: 4082.366455
	Iteration 34Q: 3 clusters Score -404203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -404206.281250 Penalty: 4082.366455
	Iteration 35Q: 3 clusters Score -404206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -404205.875000 Penalty: 4082.366455
	Iteration 36Q: 3 clusters Score -404205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -404207.031250 Penalty: 4082.366455
	Iteration 37Q: 3 clusters Score -404207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -404206.656250 Penalty: 4082.366455
	Iteration 38Q: 3 clusters Score -404206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -404207.687500 Penalty: 4082.366455
	Iteration 39Q: 3 clusters Score -404207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -404207.687500 Penalty: 4082.366455
	Iteration 40F: 3 clusters Score -404207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -1680658.000000 Penalty: 2387.236572
	Iteration 0F: 2 clusters Score -1680658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1669789.500000 Penalty: 4774.473145
	Iteration 0F: 3 clusters Score -1669790 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1673314.750000 Penalty: 4774.473145
	Iteration 1F: 3 clusters Score -1673315 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1673865.750000 Penalty: 4774.473145
	Iteration 2F: 3 clusters Score -1673866 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1674401.250000 Penalty: 4774.473145
	Iteration 3F: 3 clusters Score -1674401 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1674992.250000 Penalty: 4774.473145
	Iteration 4F: 3 clusters Score -1674992 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1675658.750000 Penalty: 4774.473145
	Iteration 5F: 3 clusters Score -1675659 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1676384.125000 Penalty: 4774.473145
	Iteration 6F: 3 clusters Score -1676384 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1677070.125000 Penalty: 4774.473145
	Iteration 7F: 3 clusters Score -1677070 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1677631.750000 Penalty: 4774.473145
	Iteration 8F: 3 clusters Score -1677632 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1678071.500000 Penalty: 4774.473145
	Iteration 9Q: 3 clusters Score -1678072 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1678317.250000 Penalty: 4774.473145
	Iteration 10Q: 3 clusters Score -1678317 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1678504.000000 Penalty: 4774.473145
	Iteration 11Q: 3 clusters Score -1678504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1678631.125000 Penalty: 4774.473145
	Iteration 12Q: 3 clusters Score -1678631 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1678720.250000 Penalty: 4774.473145
	Iteration 13Q: 3 clusters Score -1678720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1678796.750000 Penalty: 4774.473145
	Iteration 14Q: 3 clusters Score -1678797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1678854.125000 Penalty: 4774.473145
	Iteration 15Q: 3 clusters Score -1678854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1678910.000000 Penalty: 4774.473145
	Iteration 16Q: 3 clusters Score -1678910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1678964.000000 Penalty: 4774.473145
	Iteration 17Q: 3 clusters Score -1678964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1679021.000000 Penalty: 4774.473145
	Iteration 18Q: 3 clusters Score -1679021 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1679083.500000 Penalty: 4774.473145
	Iteration 19Q: 3 clusters Score -1679084 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1679140.250000 Penalty: 4774.473145
	Iteration 20F: 3 clusters Score -1679140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1679218.250000 Penalty: 4774.473145
	Iteration 21Q: 3 clusters Score -1679218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1679276.875000 Penalty: 4774.473145
	Iteration 22Q: 3 clusters Score -1679277 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1679330.000000 Penalty: 4774.473145
	Iteration 23Q: 3 clusters Score -1679330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1679395.250000 Penalty: 4774.473145
	Iteration 24Q: 3 clusters Score -1679395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1679451.875000 Penalty: 4774.473145
	Iteration 25Q: 3 clusters Score -1679452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1679486.875000 Penalty: 4774.473145
	Iteration 26Q: 3 clusters Score -1679487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1679519.375000 Penalty: 4774.473145
	Iteration 27Q: 3 clusters Score -1679519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1679566.625000 Penalty: 4774.473145
	Iteration 28Q: 3 clusters Score -1679567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1679613.625000 Penalty: 4774.473145
	Iteration 29Q: 3 clusters Score -1679614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1679650.500000 Penalty: 4774.473145
	Iteration 30Q: 3 clusters Score -1679650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1679690.875000 Penalty: 4774.473145
	Iteration 31Q: 3 clusters Score -1679691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1679706.625000 Penalty: 4774.473145
	Iteration 32Q: 3 clusters Score -1679707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1679723.500000 Penalty: 4774.473145
	Iteration 33Q: 3 clusters Score -1679724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1679736.750000 Penalty: 4774.473145
	Iteration 34Q: 3 clusters Score -1679737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1679742.000000 Penalty: 4774.473145
	Iteration 35Q: 3 clusters Score -1679742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1679744.875000 Penalty: 4774.473145
	Iteration 36Q: 3 clusters Score -1679745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1679746.500000 Penalty: 4774.473145
	Iteration 37Q: 3 clusters Score -1679746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1679750.125000 Penalty: 4774.473145
	Iteration 38Q: 3 clusters Score -1679750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1679749.125000 Penalty: 4774.473145
	Iteration 39Q: 3 clusters Score -1679749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1679751.000000 Penalty: 4774.473145
	Iteration 40F: 3 clusters Score -1679751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1679756.875000 Penalty: 4774.473145
	Iteration 41Q: 3 clusters Score -1679757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1679756.875000 Penalty: 4774.473145
	Iteration 42Q: 3 clusters Score -1679757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1679755.625000 Penalty: 4774.473145
	Iteration 43Q: 3 clusters Score -1679756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1679754.625000 Penalty: 4774.473145
	Iteration 44Q: 3 clusters Score -1679755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1679754.625000 Penalty: 4774.473145
	Iteration 45F: 3 clusters Score -1679755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Entering Unmasked Estep 
Score: -4389343.500000 Penalty: 2625.554199
	Iteration 0F: 2 clusters Score -4389344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -4362574.500000 Penalty: 5251.108398
	Iteration 0F: 3 clusters Score -4362574 nChanged 18030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4372268.500000 Penalty: 5251.108398
	Iteration 1F: 3 clusters Score -4372268 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4372719.000000 Penalty: 5251.108398
	Iteration 2Q: 3 clusters Score -4372719 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4373184.000000 Penalty: 5251.108398
	Iteration 3Q: 3 clusters Score -4373184 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4373632.500000 Penalty: 5251.108398
	Iteration 4Q: 3 clusters Score -4373632 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4374141.000000 Penalty: 5251.108398
	Iteration 5Q: 3 clusters Score -4374141 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4374828.000000 Penalty: 5251.108398
	Iteration 6Q: 3 clusters Score -4374828 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4375710.000000 Penalty: 5251.108398
	Iteration 7Q: 3 clusters Score -4375710 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4376815.000000 Penalty: 5251.108398
	Iteration 8F: 3 clusters Score -4376815 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4378256.500000 Penalty: 5251.108398
	Iteration 9F: 3 clusters Score -4378256 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -4379985.000000 Penalty: 5251.108398
	Iteration 10F: 3 clusters Score -4379985 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4381976.500000 Penalty: 5251.108398
	Iteration 11F: 3 clusters Score -4381976 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4383902.500000 Penalty: 5251.108398
	Iteration 12F: 3 clusters Score -4383902 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4385406.000000 Penalty: 5251.108398
	Iteration 13Q: 3 clusters Score -4385406 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4386284.500000 Penalty: 5251.108398
	Iteration 14Q: 3 clusters Score -4386284 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4386720.500000 Penalty: 5251.108398
	Iteration 15Q: 3 clusters Score -4386720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4386908.500000 Penalty: 5251.108398
	Iteration 16Q: 3 clusters Score -4386908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4387010.000000 Penalty: 5251.108398
	Iteration 17Q: 3 clusters Score -4387010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4387057.500000 Penalty: 5251.108398
	Iteration 18Q: 3 clusters Score -4387058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4387085.500000 Penalty: 5251.108398
	Iteration 19Q: 3 clusters Score -4387086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4387114.500000 Penalty: 5251.108398
	Iteration 20F: 3 clusters Score -4387114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4387130.500000 Penalty: 5251.108398
	Iteration 21Q: 3 clusters Score -4387130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4387144.000000 Penalty: 5251.108398
	Iteration 22Q: 3 clusters Score -4387144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4387147.000000 Penalty: 5251.108398
	Iteration 23Q: 3 clusters Score -4387147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4387152.000000 Penalty: 5251.108398
	Iteration 24Q: 3 clusters Score -4387152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4387156.500000 Penalty: 5251.108398
	Iteration 25Q: 3 clusters Score -4387156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4387157.500000 Penalty: 5251.108398
	Iteration 26Q: 3 clusters Score -4387158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4387157.500000 Penalty: 5251.108398
	Iteration 27Q: 3 clusters Score -4387158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4387158.500000 Penalty: 5251.108398
	Iteration 28Q: 3 clusters Score -4387158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4387161.000000 Penalty: 5251.108398
	Iteration 29Q: 3 clusters Score -4387161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4387165.000000 Penalty: 5251.108398
	Iteration 30Q: 3 clusters Score -4387165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4387165.000000 Penalty: 5251.108398
	Iteration 31F: 3 clusters Score -4387165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -417615.312500 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -417615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -413832.218750 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -413832.2 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -414707.750000 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -414707.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -414879.312500 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -414879.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -414987.625000 Penalty: 4091.919189
	Iteration 3Q: 3 clusters Score -414987.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -415065.750000 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -415065.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -415107.875000 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -415107.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -415129.718750 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -415129.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -415149.968750 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -415150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -415166.593750 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -415166.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -415184.687500 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -415184.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -415201.500000 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -415201.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -415213.687500 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -415213.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -415222.906250 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -415222.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -415231.656250 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -415231.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -415240.625000 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -415240.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -415246.187500 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -415246.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -415252.750000 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -415252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -415258.812500 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -415258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -415265.843750 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -415265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -415276.906250 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -415276.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -415294.187500 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -415294.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -415306.875000 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -415306.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -415316.812500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -415316.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -415327.406250 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -415327.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -415338.625000 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -415338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -415350.593750 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -415350.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -415359.562500 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -415359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -415365.843750 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -415365.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -415370.250000 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -415370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -415374.968750 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -415375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -415378.312500 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -415378.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -415381.937500 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -415381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -415385.656250 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -415385.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -415390.062500 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -415390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -415392.718750 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -415392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -415399.125000 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -415399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -415404.062500 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -415404.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -415409.375000 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -415409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -415415.968750 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -415416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -415420.187500 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -415420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -415423.937500 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -415423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -415425.781250 Penalty: 4091.919189
	Iteration 41Q: 3 clusters Score -415425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -415427.437500 Penalty: 4091.919189
	Iteration 42Q: 3 clusters Score -415427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -415429.250000 Penalty: 4091.919189
	Iteration 43Q: 3 clusters Score -415429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -415430.656250 Penalty: 4091.919189
	Iteration 44Q: 3 clusters Score -415430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -415433.187500 Penalty: 4091.919189
	Iteration 45Q: 3 clusters Score -415433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -415434.312500 Penalty: 4091.919189
	Iteration 46Q: 3 clusters Score -415434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -415434.656250 Penalty: 4091.919189
	Iteration 47Q: 3 clusters Score -415434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -415435.875000 Penalty: 4091.919189
	Iteration 48Q: 3 clusters Score -415435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -415437.218750 Penalty: 4091.919189
	Iteration 49Q: 3 clusters Score -415437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -415438.375000 Penalty: 4091.919189
	Iteration 50Q: 3 clusters Score -415438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -415438.687500 Penalty: 4091.919189
	Iteration 51Q: 3 clusters Score -415438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -415438.687500 Penalty: 4091.919189
	Iteration 52F: 3 clusters Score -415438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -127861.078125 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -127861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125825.382812 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -125825.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126121.484375 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -126121.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126204.359375 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -126204.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126246.695312 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -126246.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126275.945312 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -126275.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126296.632812 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -126296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126310.890625 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -126310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126323.757812 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -126323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126332.546875 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -126332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126339.101562 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -126339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126350.859375 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -126350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126360.789062 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -126360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126366.437500 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -126366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126369.625000 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -126369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126373.890625 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -126373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126375.523438 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -126375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126382.242188 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -126382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126383.437500 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -126383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126384.140625 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -126384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126385.132812 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -126385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126386.390625 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -126386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -126387.640625 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -126387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126388.531250 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -126388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126390.515625 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -126390.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126390.515625 Penalty: 3498.578369
	Iteration 24F: 3 clusters Score -126390.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Entering Unmasked Estep 
Score: -1963487.875000 Penalty: 2419.165039
	Iteration 0F: 2 clusters Score -1963488 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 8678 members 
Entering Unmasked Estep 
Score: -1951195.625000 Penalty: 4838.330078
	Iteration 0F: 3 clusters Score -1951196 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1955152.750000 Penalty: 4838.330078
	Iteration 1F: 3 clusters Score -1955153 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1955424.125000 Penalty: 4838.330078
	Iteration 2F: 3 clusters Score -1955424 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1955625.125000 Penalty: 4838.330078
	Iteration 3Q: 3 clusters Score -1955625 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1955815.375000 Penalty: 4838.330078
	Iteration 4Q: 3 clusters Score -1955815 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1955989.000000 Penalty: 4838.330078
	Iteration 5Q: 3 clusters Score -1955989 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1956156.250000 Penalty: 4838.330078
	Iteration 6Q: 3 clusters Score -1956156 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1956370.125000 Penalty: 4838.330078
	Iteration 7Q: 3 clusters Score -1956370 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1956668.125000 Penalty: 4838.330078
	Iteration 8Q: 3 clusters Score -1956668 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1957112.500000 Penalty: 4838.330078
	Iteration 9Q: 3 clusters Score -1957112 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1957728.000000 Penalty: 4838.330078
	Iteration 10F: 3 clusters Score -1957728 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1958473.250000 Penalty: 4838.330078
	Iteration 11F: 3 clusters Score -1958473 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1959254.750000 Penalty: 4838.330078
	Iteration 12F: 3 clusters Score -1959255 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1959924.000000 Penalty: 4838.330078
	Iteration 13Q: 3 clusters Score -1959924 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1960484.625000 Penalty: 4838.330078
	Iteration 14Q: 3 clusters Score -1960485 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1960835.500000 Penalty: 4838.330078
	Iteration 15Q: 3 clusters Score -1960836 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1961032.500000 Penalty: 4838.330078
	Iteration 16Q: 3 clusters Score -1961032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1961156.375000 Penalty: 4838.330078
	Iteration 17Q: 3 clusters Score -1961156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1961217.625000 Penalty: 4838.330078
	Iteration 18Q: 3 clusters Score -1961218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1961274.625000 Penalty: 4838.330078
	Iteration 19Q: 3 clusters Score -1961275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1961303.875000 Penalty: 4838.330078
	Iteration 20F: 3 clusters Score -1961304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1961334.125000 Penalty: 4838.330078
	Iteration 21Q: 3 clusters Score -1961334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1961350.125000 Penalty: 4838.330078
	Iteration 22Q: 3 clusters Score -1961350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1961358.750000 Penalty: 4838.330078
	Iteration 23Q: 3 clusters Score -1961359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1961364.000000 Penalty: 4838.330078
	Iteration 24Q: 3 clusters Score -1961364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1961367.625000 Penalty: 4838.330078
	Iteration 25Q: 3 clusters Score -1961368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1961372.000000 Penalty: 4838.330078
	Iteration 26Q: 3 clusters Score -1961372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1961374.250000 Penalty: 4838.330078
	Iteration 27Q: 3 clusters Score -1961374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1961376.250000 Penalty: 4838.330078
	Iteration 28Q: 3 clusters Score -1961376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1961377.750000 Penalty: 4838.330078
	Iteration 29Q: 3 clusters Score -1961378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1961377.750000 Penalty: 4838.330078
	Iteration 30F: 3 clusters Score -1961378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -139814.531250 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -139814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137690.734375 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -137690.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138088.953125 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -138089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -138193.609375 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -138193.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138261.687500 Penalty: 3578.029053
	Iteration 3Q: 3 clusters Score -138261.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138293.890625 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -138293.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138311.296875 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -138311.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138320.078125 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -138320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138324.968750 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -138325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138336.406250 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -138336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -138342.765625 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -138342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138347.578125 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -138347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138351.640625 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -138351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -138357.078125 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -138357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -138363.015625 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -138363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -138367.203125 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -138367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -138371.468750 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -138371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -138374.593750 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -138374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -138377.234375 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -138377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138377.671875 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -138377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138377.671875 Penalty: 3578.029053
	Iteration 19F: 3 clusters Score -138377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (113655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Entering Unmasked Estep 
Score: -12895136.000000 Penalty: 2886.948730
	Iteration 0F: 2 clusters Score -1.289514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -12818602.000000 Penalty: 5773.897461
	Iteration 0F: 3 clusters Score -1.28186e+07 nChanged 54079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -12849854.000000 Penalty: 5773.897461
	Iteration 1F: 3 clusters Score -1.284985e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -12850874.000000 Penalty: 5773.897461
	Iteration 2Q: 3 clusters Score -1.285087e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -12852272.000000 Penalty: 5773.897461
	Iteration 3Q: 3 clusters Score -1.285227e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -12854087.000000 Penalty: 5773.897461
	Iteration 4Q: 3 clusters Score -1.285409e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -12856788.000000 Penalty: 5773.897461
	Iteration 5Q: 3 clusters Score -1.285679e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -12860668.000000 Penalty: 5773.897461
	Iteration 6F: 3 clusters Score -1.286067e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -12865603.000000 Penalty: 5773.897461
	Iteration 7F: 3 clusters Score -1.28656e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -12870834.000000 Penalty: 5773.897461
	Iteration 8F: 3 clusters Score -1.287083e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -12875134.000000 Penalty: 5773.897461
	Iteration 9F: 3 clusters Score -1.287513e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -12877977.000000 Penalty: 5773.897461
	Iteration 10Q: 3 clusters Score -1.287798e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -12879723.000000 Penalty: 5773.897461
	Iteration 11Q: 3 clusters Score -1.287972e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79021 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -12880642.000000 Penalty: 5773.897461
	Iteration 12Q: 3 clusters Score -1.288064e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -12881274.000000 Penalty: 5773.897461
	Iteration 13Q: 3 clusters Score -1.288127e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -12881866.000000 Penalty: 5773.897461
	Iteration 14Q: 3 clusters Score -1.288187e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -12882413.000000 Penalty: 5773.897461
	Iteration 15Q: 3 clusters Score -1.288241e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -12883136.000000 Penalty: 5773.897461
	Iteration 16Q: 3 clusters Score -1.288314e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -12883990.000000 Penalty: 5773.897461
	Iteration 17Q: 3 clusters Score -1.288399e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -12885067.000000 Penalty: 5773.897461
	Iteration 18Q: 3 clusters Score -1.288507e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -12886133.000000 Penalty: 5773.897461
	Iteration 19Q: 3 clusters Score -1.288613e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -12887285.000000 Penalty: 5773.897461
	Iteration 20F: 3 clusters Score -1.288728e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -12888297.000000 Penalty: 5773.897461
	Iteration 21Q: 3 clusters Score -1.28883e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -12889333.000000 Penalty: 5773.897461
	Iteration 22Q: 3 clusters Score -1.288933e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -12890173.000000 Penalty: 5773.897461
	Iteration 23Q: 3 clusters Score -1.289017e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -12890811.000000 Penalty: 5773.897461
	Iteration 24Q: 3 clusters Score -1.289081e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -12891218.000000 Penalty: 5773.897461
	Iteration 25Q: 3 clusters Score -1.289122e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -12891481.000000 Penalty: 5773.897461
	Iteration 26Q: 3 clusters Score -1.289148e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -12891757.000000 Penalty: 5773.897461
	Iteration 27Q: 3 clusters Score -1.289176e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -12891958.000000 Penalty: 5773.897461
	Iteration 28Q: 3 clusters Score -1.289196e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -12892146.000000 Penalty: 5773.897461
	Iteration 29Q: 3 clusters Score -1.289215e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -12892240.000000 Penalty: 5773.897461
	Iteration 30Q: 3 clusters Score -1.289224e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -12892291.000000 Penalty: 5773.897461
	Iteration 31Q: 3 clusters Score -1.289229e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -12892290.000000 Penalty: 5773.897461
	Iteration 32Q: 3 clusters Score -1.289229e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -12892298.000000 Penalty: 5773.897461
	Iteration 33Q: 3 clusters Score -1.28923e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -12892325.000000 Penalty: 5773.897461
	Iteration 34Q: 3 clusters Score -1.289232e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -12892324.000000 Penalty: 5773.897461
	Iteration 35Q: 3 clusters Score -1.289232e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -12892282.000000 Penalty: 5773.897461
	Iteration 36Q: 3 clusters Score -1.289228e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -12892296.000000 Penalty: 5773.897461
	Iteration 37Q: 3 clusters Score -1.28923e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -12892291.000000 Penalty: 5773.897461
	Iteration 38Q: 3 clusters Score -1.289229e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -12892294.000000 Penalty: 5773.897461
	Iteration 39Q: 3 clusters Score -1.289229e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -12892350.000000 Penalty: 5773.897461
	Iteration 40F: 3 clusters Score -1.289235e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -12892372.000000 Penalty: 5773.897461
	Iteration 41Q: 3 clusters Score -1.289237e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -12892383.000000 Penalty: 5773.897461
	Iteration 42Q: 3 clusters Score -1.289238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -12892411.000000 Penalty: 5773.897461
	Iteration 43Q: 3 clusters Score -1.289241e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -12892410.000000 Penalty: 5773.897461
	Iteration 44Q: 3 clusters Score -1.289241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -12892449.000000 Penalty: 5773.897461
	Iteration 45Q: 3 clusters Score -1.289245e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -12892476.000000 Penalty: 5773.897461
	Iteration 46Q: 3 clusters Score -1.289248e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -12892472.000000 Penalty: 5773.897461
	Iteration 47Q: 3 clusters Score -1.289247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -12892476.000000 Penalty: 5773.897461
	Iteration 48Q: 3 clusters Score -1.289248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -12892489.000000 Penalty: 5773.897461
	Iteration 49Q: 3 clusters Score -1.289249e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -12892479.000000 Penalty: 5773.897461
	Iteration 50Q: 3 clusters Score -1.289248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -12892485.000000 Penalty: 5773.897461
	Iteration 51Q: 3 clusters Score -1.289248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -12892477.000000 Penalty: 5773.897461
	Iteration 52Q: 3 clusters Score -1.289248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -12892472.000000 Penalty: 5773.897461
	Iteration 53Q: 3 clusters Score -1.289247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -12892483.000000 Penalty: 5773.897461
	Iteration 54Q: 3 clusters Score -1.289248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -12892483.000000 Penalty: 5773.897461
	Iteration 55Q: 3 clusters Score -1.289248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -12892483.000000 Penalty: 5773.897461
	Iteration 56Q: 3 clusters Score -1.289248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -12892498.000000 Penalty: 5773.897461
	Iteration 57Q: 3 clusters Score -1.28925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -12892498.000000 Penalty: 5773.897461
	Iteration 58Q: 3 clusters Score -1.28925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -12892497.000000 Penalty: 5773.897461
	Iteration 59Q: 3 clusters Score -1.28925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -12892488.000000 Penalty: 5773.897461
	Iteration 60F: 3 clusters Score -1.289249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -12892491.000000 Penalty: 5773.897461
	Iteration 61Q: 3 clusters Score -1.289249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -12892483.000000 Penalty: 5773.897461
	Iteration 62Q: 3 clusters Score -1.289248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -12892488.000000 Penalty: 5773.897461
	Iteration 63Q: 3 clusters Score -1.289249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -12892481.000000 Penalty: 5773.897461
	Iteration 64Q: 3 clusters Score -1.289248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -12892490.000000 Penalty: 5773.897461
	Iteration 65Q: 3 clusters Score -1.289249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -12892491.000000 Penalty: 5773.897461
	Iteration 66Q: 3 clusters Score -1.289249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -12892501.000000 Penalty: 5773.897461
	Iteration 67Q: 3 clusters Score -1.28925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -12892501.000000 Penalty: 5773.897461
	Iteration 68Q: 3 clusters Score -1.28925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -12892497.000000 Penalty: 5773.897461
	Iteration 69Q: 3 clusters Score -1.28925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -12892495.000000 Penalty: 5773.897461
	Iteration 70Q: 3 clusters Score -1.28925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -12892495.000000 Penalty: 5773.897461
	Iteration 71F: 3 clusters Score -1.28925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -802454.187500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -802454.2 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 3580 members 
Entering Unmasked Estep 
Score: -796542.250000 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -796542.2 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -798046.687500 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -798046.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -798334.000000 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -798334 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -798557.937500 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -798557.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -798745.000000 Penalty: 4406.147949
	Iteration 4Q: 3 clusters Score -798745 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -798907.312500 Penalty: 4406.147949
	Iteration 5Q: 3 clusters Score -798907.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -799042.687500 Penalty: 4406.147949
	Iteration 6Q: 3 clusters Score -799042.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -799152.125000 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -799152.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -799250.250000 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -799250.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -799333.875000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -799333.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -799417.625000 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -799417.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -799494.625000 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -799494.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -799569.125000 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -799569.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -799638.375000 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -799638.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -799704.375000 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -799704.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -799779.812500 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -799779.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -799853.187500 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -799853.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -799910.750000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -799910.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -799968.812500 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -799968.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -800018.500000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -800018.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -800060.500000 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -800060.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -800105.625000 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -800105.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -800143.312500 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -800143.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -800173.062500 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -800173.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -800198.750000 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -800198.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -800225.500000 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -800225.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -800251.062500 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -800251.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -800268.625000 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -800268.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -800283.000000 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -800283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -800298.125000 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -800298.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -800310.187500 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -800310.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -800318.562500 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -800318.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -800329.937500 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -800329.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -800344.812500 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -800344.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -800360.687500 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -800360.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -800370.500000 Penalty: 4406.147949
	Iteration 35Q: 3 clusters Score -800370.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -800382.812500 Penalty: 4406.147949
	Iteration 36Q: 3 clusters Score -800382.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -800395.187500 Penalty: 4406.147949
	Iteration 37Q: 3 clusters Score -800395.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -800408.562500 Penalty: 4406.147949
	Iteration 38Q: 3 clusters Score -800408.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -800415.562500 Penalty: 4406.147949
	Iteration 39Q: 3 clusters Score -800415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -800422.437500 Penalty: 4406.147949
	Iteration 40F: 3 clusters Score -800422.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -800430.750000 Penalty: 4406.147949
	Iteration 41Q: 3 clusters Score -800430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -800437.125000 Penalty: 4406.147949
	Iteration 42Q: 3 clusters Score -800437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -800442.500000 Penalty: 4406.147949
	Iteration 43Q: 3 clusters Score -800442.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -800446.562500 Penalty: 4406.147949
	Iteration 44Q: 3 clusters Score -800446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -800452.687500 Penalty: 4406.147949
	Iteration 45Q: 3 clusters Score -800452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -800459.687500 Penalty: 4406.147949
	Iteration 46Q: 3 clusters Score -800459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -800464.812500 Penalty: 4406.147949
	Iteration 47Q: 3 clusters Score -800464.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -800468.812500 Penalty: 4406.147949
	Iteration 48Q: 3 clusters Score -800468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -800476.437500 Penalty: 4406.147949
	Iteration 49Q: 3 clusters Score -800476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -800480.875000 Penalty: 4406.147949
	Iteration 50Q: 3 clusters Score -800480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -800488.062500 Penalty: 4406.147949
	Iteration 51Q: 3 clusters Score -800488.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -800491.437500 Penalty: 4406.147949
	Iteration 52Q: 3 clusters Score -800491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -800494.937500 Penalty: 4406.147949
	Iteration 53Q: 3 clusters Score -800494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -800495.125000 Penalty: 4406.147949
	Iteration 54Q: 3 clusters Score -800495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -800495.437500 Penalty: 4406.147949
	Iteration 55Q: 3 clusters Score -800495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -800494.125000 Penalty: 4406.147949
	Iteration 56Q: 3 clusters Score -800494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -800494.125000 Penalty: 4406.147949
	Iteration 57F: 3 clusters Score -800494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -405321.500000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -405321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -401546.781250 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -401546.8 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -402352.468750 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -402352.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -402592.687500 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -402592.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -402787.937500 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -402787.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -403017.281250 Penalty: 4078.386475
	Iteration 4F: 3 clusters Score -403017.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -403286.093750 Penalty: 4078.386475
	Iteration 5F: 3 clusters Score -403286.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -403562.062500 Penalty: 4078.386475
	Iteration 6F: 3 clusters Score -403562.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -403815.812500 Penalty: 4078.386475
	Iteration 7F: 3 clusters Score -403815.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -404005.312500 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -404005.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -404144.593750 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -404144.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -404273.968750 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -404274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -404359.718750 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -404359.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -404420.625000 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -404420.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -404459.968750 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -404460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -404498.593750 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -404498.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -404532.187500 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -404532.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -404563.250000 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -404563.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -404587.562500 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -404587.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -404602.406250 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -404602.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -404613.656250 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -404613.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -404621.531250 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -404621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -404627.593750 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -404627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -404631.593750 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -404631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -404633.187500 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -404633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -404634.656250 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -404634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -404635.062500 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -404635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -404635.687500 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -404635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -404635.687500 Penalty: 4078.386475
	Iteration 27F: 3 clusters Score -404635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -39965.117188 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -39965.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38493.609375 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -38493.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38706.550781 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -38706.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38876.925781 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -38876.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39037.398438 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -39037.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39117.621094 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -39117.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39139.789062 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -39139.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39161.984375 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -39161.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39196.996094 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -39197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39221.058594 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -39221.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39245.617188 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -39245.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39264.246094 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -39264.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39299.722656 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -39299.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39328.410156 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -39328.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39353.011719 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -39353.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39381.445312 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -39381.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39396.781250 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -39396.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39406.453125 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -39406.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39418.097656 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -39418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39423.269531 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -39423.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39425.621094 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -39425.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39429.050781 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -39429.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (79574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Entering Unmasked Estep 
Score: -9033668.000000 Penalty: 2798.541748
	Iteration 0F: 2 clusters Score -9033668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8980266.000000 Penalty: 5597.083496
	Iteration 0F: 3 clusters Score -8980266 nChanged 37379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -9001503.000000 Penalty: 5597.083496
	Iteration 1F: 3 clusters Score -9001503 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -9002273.000000 Penalty: 5597.083496
	Iteration 2Q: 3 clusters Score -9002273 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -9003103.000000 Penalty: 5597.083496
	Iteration 3Q: 3 clusters Score -9003103 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -9004065.000000 Penalty: 5597.083496
	Iteration 4Q: 3 clusters Score -9004065 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -9005080.000000 Penalty: 5597.083496
	Iteration 5Q: 3 clusters Score -9005080 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -9006292.000000 Penalty: 5597.083496
	Iteration 6Q: 3 clusters Score -9006292 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9007607.000000 Penalty: 5597.083496
	Iteration 7Q: 3 clusters Score -9007607 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -9009209.000000 Penalty: 5597.083496
	Iteration 8Q: 3 clusters Score -9009209 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -9010954.000000 Penalty: 5597.083496
	Iteration 9Q: 3 clusters Score -9010954 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -9012795.000000 Penalty: 5597.083496
	Iteration 10Q: 3 clusters Score -9012795 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -9014682.000000 Penalty: 5597.083496
	Iteration 11Q: 3 clusters Score -9014682 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -9016593.000000 Penalty: 5597.083496
	Iteration 12Q: 3 clusters Score -9016593 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -9018053.000000 Penalty: 5597.083496
	Iteration 13Q: 3 clusters Score -9018053 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -9018983.000000 Penalty: 5597.083496
	Iteration 14Q: 3 clusters Score -9018983 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -9019522.000000 Penalty: 5597.083496
	Iteration 15Q: 3 clusters Score -9019522 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -9019761.000000 Penalty: 5597.083496
	Iteration 16Q: 3 clusters Score -9019761 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -9019922.000000 Penalty: 5597.083496
	Iteration 17Q: 3 clusters Score -9019922 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -9020017.000000 Penalty: 5597.083496
	Iteration 18Q: 3 clusters Score -9020017 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -9020065.000000 Penalty: 5597.083496
	Iteration 19Q: 3 clusters Score -9020065 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -9020129.000000 Penalty: 5597.083496
	Iteration 20F: 3 clusters Score -9020129 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -9020145.000000 Penalty: 5597.083496
	Iteration 21Q: 3 clusters Score -9020145 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -9020198.000000 Penalty: 5597.083496
	Iteration 22Q: 3 clusters Score -9020198 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -9020283.000000 Penalty: 5597.083496
	Iteration 23Q: 3 clusters Score -9020283 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -9020344.000000 Penalty: 5597.083496
	Iteration 24Q: 3 clusters Score -9020344 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -9020394.000000 Penalty: 5597.083496
	Iteration 25Q: 3 clusters Score -9020394 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -9020455.000000 Penalty: 5597.083496
	Iteration 26Q: 3 clusters Score -9020455 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -9020536.000000 Penalty: 5597.083496
	Iteration 27Q: 3 clusters Score -9020536 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -9020625.000000 Penalty: 5597.083496
	Iteration 28Q: 3 clusters Score -9020625 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -9020687.000000 Penalty: 5597.083496
	Iteration 29Q: 3 clusters Score -9020687 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -9020790.000000 Penalty: 5597.083496
	Iteration 30Q: 3 clusters Score -9020790 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -9020885.000000 Penalty: 5597.083496
	Iteration 31Q: 3 clusters Score -9020885 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -9020992.000000 Penalty: 5597.083496
	Iteration 32Q: 3 clusters Score -9020992 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -9021107.000000 Penalty: 5597.083496
	Iteration 33Q: 3 clusters Score -9021107 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -9021203.000000 Penalty: 5597.083496
	Iteration 34Q: 3 clusters Score -9021203 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -9021326.000000 Penalty: 5597.083496
	Iteration 35Q: 3 clusters Score -9021326 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -9021487.000000 Penalty: 5597.083496
	Iteration 36Q: 3 clusters Score -9021487 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -9021623.000000 Penalty: 5597.083496
	Iteration 37Q: 3 clusters Score -9021623 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -9021796.000000 Penalty: 5597.083496
	Iteration 38Q: 3 clusters Score -9021796 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -9021948.000000 Penalty: 5597.083496
	Iteration 39Q: 3 clusters Score -9021948 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -9022151.000000 Penalty: 5597.083496
	Iteration 40F: 3 clusters Score -9022151 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -9022394.000000 Penalty: 5597.083496
	Iteration 41Q: 3 clusters Score -9022394 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9022605.000000 Penalty: 5597.083496
	Iteration 42Q: 3 clusters Score -9022605 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -9022819.000000 Penalty: 5597.083496
	Iteration 43Q: 3 clusters Score -9022819 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -9023090.000000 Penalty: 5597.083496
	Iteration 44Q: 3 clusters Score -9023090 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -9023333.000000 Penalty: 5597.083496
	Iteration 45Q: 3 clusters Score -9023333 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -9023659.000000 Penalty: 5597.083496
	Iteration 46Q: 3 clusters Score -9023659 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -9023984.000000 Penalty: 5597.083496
	Iteration 47Q: 3 clusters Score -9023984 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -9024333.000000 Penalty: 5597.083496
	Iteration 48Q: 3 clusters Score -9024333 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -9024702.000000 Penalty: 5597.083496
	Iteration 49Q: 3 clusters Score -9024702 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -9025123.000000 Penalty: 5597.083496
	Iteration 50Q: 3 clusters Score -9025123 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -9025513.000000 Penalty: 5597.083496
	Iteration 51Q: 3 clusters Score -9025513 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -9025933.000000 Penalty: 5597.083496
	Iteration 52Q: 3 clusters Score -9025933 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -9026342.000000 Penalty: 5597.083496
	Iteration 53Q: 3 clusters Score -9026342 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -9026772.000000 Penalty: 5597.083496
	Iteration 54Q: 3 clusters Score -9026772 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -9027191.000000 Penalty: 5597.083496
	Iteration 55Q: 3 clusters Score -9027191 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -9027698.000000 Penalty: 5597.083496
	Iteration 56Q: 3 clusters Score -9027698 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -9028126.000000 Penalty: 5597.083496
	Iteration 57Q: 3 clusters Score -9028126 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -9028493.000000 Penalty: 5597.083496
	Iteration 58Q: 3 clusters Score -9028493 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -9028885.000000 Penalty: 5597.083496
	Iteration 59Q: 3 clusters Score -9028885 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -9029203.000000 Penalty: 5597.083496
	Iteration 60F: 3 clusters Score -9029203 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -9029559.000000 Penalty: 5597.083496
	Iteration 61Q: 3 clusters Score -9029559 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -9029857.000000 Penalty: 5597.083496
	Iteration 62Q: 3 clusters Score -9029857 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9030074.000000 Penalty: 5597.083496
	Iteration 63Q: 3 clusters Score -9030074 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -9030174.000000 Penalty: 5597.083496
	Iteration 64Q: 3 clusters Score -9030174 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9030307.000000 Penalty: 5597.083496
	Iteration 65Q: 3 clusters Score -9030307 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9030422.000000 Penalty: 5597.083496
	Iteration 66Q: 3 clusters Score -9030422 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9030497.000000 Penalty: 5597.083496
	Iteration 67Q: 3 clusters Score -9030497 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9030617.000000 Penalty: 5597.083496
	Iteration 68Q: 3 clusters Score -9030617 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9030744.000000 Penalty: 5597.083496
	Iteration 69Q: 3 clusters Score -9030744 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9030836.000000 Penalty: 5597.083496
	Iteration 70Q: 3 clusters Score -9030836 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9030889.000000 Penalty: 5597.083496
	Iteration 71Q: 3 clusters Score -9030889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9030902.000000 Penalty: 5597.083496
	Iteration 72Q: 3 clusters Score -9030902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9030951.000000 Penalty: 5597.083496
	Iteration 73Q: 3 clusters Score -9030951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9030979.000000 Penalty: 5597.083496
	Iteration 74Q: 3 clusters Score -9030979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9030990.000000 Penalty: 5597.083496
	Iteration 75Q: 3 clusters Score -9030990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9031009.000000 Penalty: 5597.083496
	Iteration 76Q: 3 clusters Score -9031009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9031032.000000 Penalty: 5597.083496
	Iteration 77Q: 3 clusters Score -9031032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9031038.000000 Penalty: 5597.083496
	Iteration 78Q: 3 clusters Score -9031038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9031053.000000 Penalty: 5597.083496
	Iteration 79Q: 3 clusters Score -9031053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9031058.000000 Penalty: 5597.083496
	Iteration 80F: 3 clusters Score -9031058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9031074.000000 Penalty: 5597.083496
	Iteration 81Q: 3 clusters Score -9031074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9031081.000000 Penalty: 5597.083496
	Iteration 82Q: 3 clusters Score -9031081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9031091.000000 Penalty: 5597.083496
	Iteration 83Q: 3 clusters Score -9031091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9031101.000000 Penalty: 5597.083496
	Iteration 84Q: 3 clusters Score -9031101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9031107.000000 Penalty: 5597.083496
	Iteration 85Q: 3 clusters Score -9031107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9031117.000000 Penalty: 5597.083496
	Iteration 86Q: 3 clusters Score -9031117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9031117.000000 Penalty: 5597.083496
	Iteration 87Q: 3 clusters Score -9031117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9031121.000000 Penalty: 5597.083496
	Iteration 88Q: 3 clusters Score -9031121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9031128.000000 Penalty: 5597.083496
	Iteration 89Q: 3 clusters Score -9031128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9031135.000000 Penalty: 5597.083496
	Iteration 90Q: 3 clusters Score -9031135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9031140.000000 Penalty: 5597.083496
	Iteration 91Q: 3 clusters Score -9031140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9031145.000000 Penalty: 5597.083496
	Iteration 92Q: 3 clusters Score -9031145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9031148.000000 Penalty: 5597.083496
	Iteration 93Q: 3 clusters Score -9031148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9031146.000000 Penalty: 5597.083496
	Iteration 94Q: 3 clusters Score -9031146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9031143.000000 Penalty: 5597.083496
	Iteration 95Q: 3 clusters Score -9031143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9031146.000000 Penalty: 5597.083496
	Iteration 96Q: 3 clusters Score -9031146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9031144.000000 Penalty: 5597.083496
	Iteration 97Q: 3 clusters Score -9031144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9031144.000000 Penalty: 5597.083496
	Iteration 98F: 3 clusters Score -9031144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -299243.562500 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -299243.6 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 1527 members 
Entering Unmasked Estep 
Score: -296014.875000 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -296014.9 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -296705.906250 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -296705.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -296876.218750 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -296876.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -296993.937500 Penalty: 3974.946289
	Iteration 3F: 3 clusters Score -296993.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -297076.562500 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -297076.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -297154.468750 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -297154.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297232.250000 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -297232.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -297326.343750 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -297326.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -297423.875000 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -297423.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297517.031250 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -297517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297598.656250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -297598.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -297670.812500 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -297670.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -297737.343750 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -297737.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -297806.781250 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -297806.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -297878.531250 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -297878.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -297956.531250 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -297956.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -298050.968750 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -298051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -298153.718750 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -298153.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -298276.906250 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -298276.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -298406.812500 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -298406.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -298518.531250 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -298518.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298616.000000 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -298616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298691.781250 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -298691.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -298736.843750 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -298736.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -298757.312500 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -298757.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -298762.468750 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -298762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -298764.187500 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -298764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -298765.375000 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -298765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -298766.093750 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -298766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -298767.718750 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -298767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -298769.093750 Penalty: 3974.946289
	Iteration 30Q: 3 clusters Score -298769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -298769.093750 Penalty: 3974.946289
	Iteration 31F: 3 clusters Score -298769.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Entering Unmasked Estep 
Score: -1816868.125000 Penalty: 2398.217285
	Iteration 0F: 2 clusters Score -1816868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1805414.000000 Penalty: 4796.434570
	Iteration 0F: 3 clusters Score -1805414 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1809136.125000 Penalty: 4796.434570
	Iteration 1F: 3 clusters Score -1809136 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1809485.375000 Penalty: 4796.434570
	Iteration 2F: 3 clusters Score -1809485 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1809716.125000 Penalty: 4796.434570
	Iteration 3Q: 3 clusters Score -1809716 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1809900.250000 Penalty: 4796.434570
	Iteration 4Q: 3 clusters Score -1809900 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1810056.375000 Penalty: 4796.434570
	Iteration 5Q: 3 clusters Score -1810056 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1810184.125000 Penalty: 4796.434570
	Iteration 6Q: 3 clusters Score -1810184 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1810292.375000 Penalty: 4796.434570
	Iteration 7Q: 3 clusters Score -1810292 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1810405.500000 Penalty: 4796.434570
	Iteration 8Q: 3 clusters Score -1810406 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1810530.125000 Penalty: 4796.434570
	Iteration 9Q: 3 clusters Score -1810530 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1810691.625000 Penalty: 4796.434570
	Iteration 10Q: 3 clusters Score -1810692 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1810900.625000 Penalty: 4796.434570
	Iteration 11Q: 3 clusters Score -1810901 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1811181.375000 Penalty: 4796.434570
	Iteration 12Q: 3 clusters Score -1811181 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1811527.500000 Penalty: 4796.434570
	Iteration 13Q: 3 clusters Score -1811528 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1811946.000000 Penalty: 4796.434570
	Iteration 14Q: 3 clusters Score -1811946 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1812443.000000 Penalty: 4796.434570
	Iteration 15Q: 3 clusters Score -1812443 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1812939.000000 Penalty: 4796.434570
	Iteration 16Q: 3 clusters Score -1812939 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1813408.375000 Penalty: 4796.434570
	Iteration 17Q: 3 clusters Score -1813408 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1813808.375000 Penalty: 4796.434570
	Iteration 18Q: 3 clusters Score -1813808 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1814087.625000 Penalty: 4796.434570
	Iteration 19Q: 3 clusters Score -1814088 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1814269.375000 Penalty: 4796.434570
	Iteration 20F: 3 clusters Score -1814269 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1814403.250000 Penalty: 4796.434570
	Iteration 21Q: 3 clusters Score -1814403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1814498.750000 Penalty: 4796.434570
	Iteration 22Q: 3 clusters Score -1814499 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1814569.625000 Penalty: 4796.434570
	Iteration 23Q: 3 clusters Score -1814570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1814615.250000 Penalty: 4796.434570
	Iteration 24Q: 3 clusters Score -1814615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1814642.000000 Penalty: 4796.434570
	Iteration 25Q: 3 clusters Score -1814642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1814669.500000 Penalty: 4796.434570
	Iteration 26Q: 3 clusters Score -1814670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1814684.625000 Penalty: 4796.434570
	Iteration 27Q: 3 clusters Score -1814685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1814702.125000 Penalty: 4796.434570
	Iteration 28Q: 3 clusters Score -1814702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1814721.875000 Penalty: 4796.434570
	Iteration 29Q: 3 clusters Score -1814722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1814732.875000 Penalty: 4796.434570
	Iteration 30Q: 3 clusters Score -1814733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1814738.500000 Penalty: 4796.434570
	Iteration 31Q: 3 clusters Score -1814738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1814742.000000 Penalty: 4796.434570
	Iteration 32Q: 3 clusters Score -1814742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1814742.375000 Penalty: 4796.434570
	Iteration 33Q: 3 clusters Score -1814742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1814744.250000 Penalty: 4796.434570
	Iteration 34Q: 3 clusters Score -1814744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1814745.000000 Penalty: 4796.434570
	Iteration 35Q: 3 clusters Score -1814745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1814745.875000 Penalty: 4796.434570
	Iteration 36Q: 3 clusters Score -1814746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1814747.875000 Penalty: 4796.434570
	Iteration 37Q: 3 clusters Score -1814748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1814747.875000 Penalty: 4796.434570
	Iteration 38F: 3 clusters Score -1814748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2205711.500000 Penalty: 2444.827637
	Iteration 0F: 2 clusters Score -2205712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2192294.500000 Penalty: 4889.655273
	Iteration 0F: 3 clusters Score -2192294 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2196650.000000 Penalty: 4889.655273
	Iteration 1F: 3 clusters Score -2196650 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2196995.750000 Penalty: 4889.655273
	Iteration 2F: 3 clusters Score -2196996 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2197316.750000 Penalty: 4889.655273
	Iteration 3Q: 3 clusters Score -2197317 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2197674.250000 Penalty: 4889.655273
	Iteration 4Q: 3 clusters Score -2197674 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2198049.500000 Penalty: 4889.655273
	Iteration 5Q: 3 clusters Score -2198050 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2198516.250000 Penalty: 4889.655273
	Iteration 6Q: 3 clusters Score -2198516 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2199117.750000 Penalty: 4889.655273
	Iteration 7F: 3 clusters Score -2199118 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2199851.000000 Penalty: 4889.655273
	Iteration 8F: 3 clusters Score -2199851 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2200790.250000 Penalty: 4889.655273
	Iteration 9F: 3 clusters Score -2200790 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2201692.250000 Penalty: 4889.655273
	Iteration 10F: 3 clusters Score -2201692 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2202394.250000 Penalty: 4889.655273
	Iteration 11Q: 3 clusters Score -2202394 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2202885.500000 Penalty: 4889.655273
	Iteration 12Q: 3 clusters Score -2202886 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2203155.750000 Penalty: 4889.655273
	Iteration 13Q: 3 clusters Score -2203156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2203292.250000 Penalty: 4889.655273
	Iteration 14Q: 3 clusters Score -2203292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2203404.500000 Penalty: 4889.655273
	Iteration 15Q: 3 clusters Score -2203404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2203470.500000 Penalty: 4889.655273
	Iteration 16Q: 3 clusters Score -2203470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2203506.250000 Penalty: 4889.655273
	Iteration 17Q: 3 clusters Score -2203506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2203526.500000 Penalty: 4889.655273
	Iteration 18Q: 3 clusters Score -2203526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2203542.250000 Penalty: 4889.655273
	Iteration 19Q: 3 clusters Score -2203542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2203550.500000 Penalty: 4889.655273
	Iteration 20F: 3 clusters Score -2203550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2203557.250000 Penalty: 4889.655273
	Iteration 21Q: 3 clusters Score -2203557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2203567.500000 Penalty: 4889.655273
	Iteration 22Q: 3 clusters Score -2203568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2203571.250000 Penalty: 4889.655273
	Iteration 23Q: 3 clusters Score -2203571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2203576.500000 Penalty: 4889.655273
	Iteration 24Q: 3 clusters Score -2203576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2203579.750000 Penalty: 4889.655273
	Iteration 25Q: 3 clusters Score -2203580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2203579.000000 Penalty: 4889.655273
	Iteration 26Q: 3 clusters Score -2203579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2203579.000000 Penalty: 4889.655273
	Iteration 27F: 3 clusters Score -2203579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -42670.667969 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -42670.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41236.039062 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -41236.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41404.562500 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -41404.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41443.925781 Penalty: 3038.927246
	Iteration 2Q: 3 clusters Score -41443.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41464.218750 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -41464.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41472.054688 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -41472.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41486.339844 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -41486.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41501.855469 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -41501.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41521.417969 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -41521.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41530.468750 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -41530.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41545.761719 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -41545.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41556.796875 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -41556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41559.550781 Penalty: 3038.927246
	Iteration 11Q: 3 clusters Score -41559.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41559.550781 Penalty: 3038.927246
	Iteration 12F: 3 clusters Score -41559.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -51309.429688 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -51309.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49819.910156 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -49819.91 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49995.183594 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -49995.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50037.371094 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -50037.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50055.605469 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -50055.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50068.343750 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -50068.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50076.433594 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -50076.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50079.382812 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -50079.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50080.132812 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -50080.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50081.632812 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -50081.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50082.660156 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -50082.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50082.660156 Penalty: 3089.341309
	Iteration 10F: 3 clusters Score -50082.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -75164.140625 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -75164.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73521.601562 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -73521.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74363.281250 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -74363.28 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74941.203125 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -74941.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75489.929688 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -75489.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75833.531250 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -75833.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75951.859375 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -75951.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76074.835938 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -76074.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76147.039062 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -76147.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76147.703125 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -76147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76149.234375 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -76149.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76149.835938 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -76149.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76149.835938 Penalty: 3349.705322
	Iteration 11F: 3 clusters Score -76149.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328532 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39613 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113655 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19114 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 481 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15370 members 
Mstep: Class 41 contains 366 members 
Mstep: Class 42 contains 376 members 
Entering Unmasked Estep 
Score: -110935032.000000 Penalty: 144037.250000
Splitting cluster 34 changes total score from -110935776.000000 to -110935032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -676445.187500 Penalty: 2161.171875
	Iteration 0F: 2 clusters Score -676445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -671210.687500 Penalty: 4322.343750
	Iteration 0F: 3 clusters Score -671210.7 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -672599.812500 Penalty: 4322.343750
	Iteration 1F: 3 clusters Score -672599.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -673023.000000 Penalty: 4322.343750
	Iteration 2F: 3 clusters Score -673023 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -673470.000000 Penalty: 4322.343750
	Iteration 3F: 3 clusters Score -673470 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -673918.875000 Penalty: 4322.343750
	Iteration 4F: 3 clusters Score -673918.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -674248.187500 Penalty: 4322.343750
	Iteration 5F: 3 clusters Score -674248.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -674546.875000 Penalty: 4322.343750
	Iteration 6F: 3 clusters Score -674546.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -674791.312500 Penalty: 4322.343750
	Iteration 7F: 3 clusters Score -674791.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -674990.062500 Penalty: 4322.343750
	Iteration 8Q: 3 clusters Score -674990.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -675161.250000 Penalty: 4322.343750
	Iteration 9Q: 3 clusters Score -675161.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -675305.375000 Penalty: 4322.343750
	Iteration 10Q: 3 clusters Score -675305.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -675428.812500 Penalty: 4322.343750
	Iteration 11Q: 3 clusters Score -675428.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -675518.875000 Penalty: 4322.343750
	Iteration 12Q: 3 clusters Score -675518.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -675610.062500 Penalty: 4322.343750
	Iteration 13Q: 3 clusters Score -675610.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -675696.250000 Penalty: 4322.343750
	Iteration 14Q: 3 clusters Score -675696.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -675751.375000 Penalty: 4322.343750
	Iteration 15Q: 3 clusters Score -675751.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -675799.187500 Penalty: 4322.343750
	Iteration 16Q: 3 clusters Score -675799.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -675826.312500 Penalty: 4322.343750
	Iteration 17Q: 3 clusters Score -675826.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -675842.250000 Penalty: 4322.343750
	Iteration 18Q: 3 clusters Score -675842.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -675868.375000 Penalty: 4322.343750
	Iteration 19Q: 3 clusters Score -675868.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -675898.875000 Penalty: 4322.343750
	Iteration 20F: 3 clusters Score -675898.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -675915.875000 Penalty: 4322.343750
	Iteration 21Q: 3 clusters Score -675915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -675929.437500 Penalty: 4322.343750
	Iteration 22Q: 3 clusters Score -675929.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -675939.312500 Penalty: 4322.343750
	Iteration 23Q: 3 clusters Score -675939.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -675948.312500 Penalty: 4322.343750
	Iteration 24Q: 3 clusters Score -675948.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -675957.437500 Penalty: 4322.343750
	Iteration 25Q: 3 clusters Score -675957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -675964.437500 Penalty: 4322.343750
	Iteration 26Q: 3 clusters Score -675964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -675966.062500 Penalty: 4322.343750
	Iteration 27Q: 3 clusters Score -675966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -675971.812500 Penalty: 4322.343750
	Iteration 28Q: 3 clusters Score -675971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -675976.625000 Penalty: 4322.343750
	Iteration 29Q: 3 clusters Score -675976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -675982.500000 Penalty: 4322.343750
	Iteration 30Q: 3 clusters Score -675982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -675985.562500 Penalty: 4322.343750
	Iteration 31Q: 3 clusters Score -675985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -675990.125000 Penalty: 4322.343750
	Iteration 32Q: 3 clusters Score -675990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -675992.375000 Penalty: 4322.343750
	Iteration 33Q: 3 clusters Score -675992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -675993.812500 Penalty: 4322.343750
	Iteration 34Q: 3 clusters Score -675993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -675994.875000 Penalty: 4322.343750
	Iteration 35Q: 3 clusters Score -675994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -675995.250000 Penalty: 4322.343750
	Iteration 36Q: 3 clusters Score -675995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -675995.250000 Penalty: 4322.343750
	Iteration 37F: 3 clusters Score -675995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -33088.082031 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -33088.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31830.578125 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31830.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31985.552734 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31985.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32030.298828 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -32030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32045.994141 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -32045.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32066.146484 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -32066.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32075.978516 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -32075.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32075.978516 Penalty: 2895.514160
	Iteration 6F: 3 clusters Score -32075.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -15083.209961 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -15083.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13951.311523 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -13951.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14085.684570 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -14085.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14113.236328 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -14113.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14214.852539 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -14214.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14253.491211 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -14253.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14291.350586 Penalty: 2645.028564
	Iteration 5Q: 3 clusters Score -14291.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14301.704102 Penalty: 2645.028564
	Iteration 6Q: 3 clusters Score -14301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14311.385742 Penalty: 2645.028564
	Iteration 7Q: 3 clusters Score -14311.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14311.385742 Penalty: 2645.028564
	Iteration 8F: 3 clusters Score -14311.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -220608.343750 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -220608.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -217969.984375 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -217970 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218442.453125 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -218442.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -218577.500000 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -218577.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -218639.187500 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -218639.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218690.593750 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -218690.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -218737.312500 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -218737.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -218773.687500 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -218773.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -218808.062500 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -218808.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -218847.187500 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -218847.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -218894.421875 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -218894.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -218953.203125 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -218953.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -219009.500000 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -219009.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -219066.359375 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -219066.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -219134.343750 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -219134.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -219187.937500 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -219187.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -219223.359375 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -219223.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -219239.921875 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -219239.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -219254.359375 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -219254.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -219270.703125 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -219270.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -219290.656250 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -219290.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -219315.562500 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -219315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -219330.265625 Penalty: 3780.355713
	Iteration 21Q: 3 clusters Score -219330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -219336.984375 Penalty: 3780.355713
	Iteration 22Q: 3 clusters Score -219337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -219340.609375 Penalty: 3780.355713
	Iteration 23Q: 3 clusters Score -219340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -219347.718750 Penalty: 3780.355713
	Iteration 24Q: 3 clusters Score -219347.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -219351.453125 Penalty: 3780.355713
	Iteration 25Q: 3 clusters Score -219351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -219353.593750 Penalty: 3780.355713
	Iteration 26Q: 3 clusters Score -219353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -219354.859375 Penalty: 3780.355713
	Iteration 27Q: 3 clusters Score -219354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -219358.171875 Penalty: 3780.355713
	Iteration 28Q: 3 clusters Score -219358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -219362.109375 Penalty: 3780.355713
	Iteration 29Q: 3 clusters Score -219362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -219367.968750 Penalty: 3780.355713
	Iteration 30Q: 3 clusters Score -219368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -219375.968750 Penalty: 3780.355713
	Iteration 31Q: 3 clusters Score -219376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -219383.046875 Penalty: 3780.355713
	Iteration 32Q: 3 clusters Score -219383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -219386.906250 Penalty: 3780.355713
	Iteration 33Q: 3 clusters Score -219386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -219388.281250 Penalty: 3780.355713
	Iteration 34Q: 3 clusters Score -219388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -219389.843750 Penalty: 3780.355713
	Iteration 35Q: 3 clusters Score -219389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -219391.687500 Penalty: 3780.355713
	Iteration 36Q: 3 clusters Score -219391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -219392.406250 Penalty: 3780.355713
	Iteration 37Q: 3 clusters Score -219392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219392.828125 Penalty: 3780.355713
	Iteration 38Q: 3 clusters Score -219392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219397.515625 Penalty: 3780.355713
	Iteration 39Q: 3 clusters Score -219397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219400.562500 Penalty: 3780.355713
	Iteration 40F: 3 clusters Score -219400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219401.484375 Penalty: 3780.355713
	Iteration 41Q: 3 clusters Score -219401.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219401.484375 Penalty: 3780.355713
	Iteration 42F: 3 clusters Score -219401.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -30315.320312 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -30315.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29020.404297 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -29020.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29323.447266 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -29323.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29513.072266 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -29513.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29629.015625 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -29629.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29796.314453 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -29796.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29852.742188 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -29852.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29864.382812 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -29864.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29864.382812 Penalty: 2933.097656
	Iteration 7F: 3 clusters Score -29864.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Entering Unmasked Estep 
Score: -1776059.250000 Penalty: 2390.762939
	Iteration 0F: 2 clusters Score -1776059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1764957.500000 Penalty: 4781.525879
	Iteration 0F: 3 clusters Score -1764958 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1768550.000000 Penalty: 4781.525879
	Iteration 1F: 3 clusters Score -1768550 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1768998.000000 Penalty: 4781.525879
	Iteration 2F: 3 clusters Score -1768998 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1769379.500000 Penalty: 4781.525879
	Iteration 3F: 3 clusters Score -1769380 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1769753.125000 Penalty: 4781.525879
	Iteration 4Q: 3 clusters Score -1769753 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1770174.500000 Penalty: 4781.525879
	Iteration 5Q: 3 clusters Score -1770174 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1770616.125000 Penalty: 4781.525879
	Iteration 6Q: 3 clusters Score -1770616 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1771055.750000 Penalty: 4781.525879
	Iteration 7Q: 3 clusters Score -1771056 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1771463.875000 Penalty: 4781.525879
	Iteration 8Q: 3 clusters Score -1771464 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1771857.875000 Penalty: 4781.525879
	Iteration 9Q: 3 clusters Score -1771858 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1772234.000000 Penalty: 4781.525879
	Iteration 10Q: 3 clusters Score -1772234 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1772612.375000 Penalty: 4781.525879
	Iteration 11Q: 3 clusters Score -1772612 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1772924.625000 Penalty: 4781.525879
	Iteration 12Q: 3 clusters Score -1772925 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1773200.250000 Penalty: 4781.525879
	Iteration 13Q: 3 clusters Score -1773200 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1773358.125000 Penalty: 4781.525879
	Iteration 14Q: 3 clusters Score -1773358 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1773458.250000 Penalty: 4781.525879
	Iteration 15Q: 3 clusters Score -1773458 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1773548.000000 Penalty: 4781.525879
	Iteration 16Q: 3 clusters Score -1773548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1773606.000000 Penalty: 4781.525879
	Iteration 17Q: 3 clusters Score -1773606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1773646.500000 Penalty: 4781.525879
	Iteration 18Q: 3 clusters Score -1773646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1773681.625000 Penalty: 4781.525879
	Iteration 19Q: 3 clusters Score -1773682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1773710.250000 Penalty: 4781.525879
	Iteration 20F: 3 clusters Score -1773710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1773736.875000 Penalty: 4781.525879
	Iteration 21Q: 3 clusters Score -1773737 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1773756.875000 Penalty: 4781.525879
	Iteration 22Q: 3 clusters Score -1773757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1773786.500000 Penalty: 4781.525879
	Iteration 23Q: 3 clusters Score -1773786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1773814.625000 Penalty: 4781.525879
	Iteration 24Q: 3 clusters Score -1773815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1773843.375000 Penalty: 4781.525879
	Iteration 25Q: 3 clusters Score -1773843 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1773873.875000 Penalty: 4781.525879
	Iteration 26Q: 3 clusters Score -1773874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1773919.625000 Penalty: 4781.525879
	Iteration 27Q: 3 clusters Score -1773920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1773954.750000 Penalty: 4781.525879
	Iteration 28Q: 3 clusters Score -1773955 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1773983.750000 Penalty: 4781.525879
	Iteration 29Q: 3 clusters Score -1773984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1774029.750000 Penalty: 4781.525879
	Iteration 30Q: 3 clusters Score -1774030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1774082.500000 Penalty: 4781.525879
	Iteration 31Q: 3 clusters Score -1774082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1774133.500000 Penalty: 4781.525879
	Iteration 32Q: 3 clusters Score -1774134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1774167.250000 Penalty: 4781.525879
	Iteration 33Q: 3 clusters Score -1774167 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1774208.875000 Penalty: 4781.525879
	Iteration 34Q: 3 clusters Score -1774209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1774259.875000 Penalty: 4781.525879
	Iteration 35Q: 3 clusters Score -1774260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1774312.375000 Penalty: 4781.525879
	Iteration 36Q: 3 clusters Score -1774312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1774369.750000 Penalty: 4781.525879
	Iteration 37Q: 3 clusters Score -1774370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1774422.875000 Penalty: 4781.525879
	Iteration 38Q: 3 clusters Score -1774423 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1774480.500000 Penalty: 4781.525879
	Iteration 39Q: 3 clusters Score -1774480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1774537.625000 Penalty: 4781.525879
	Iteration 40F: 3 clusters Score -1774538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1774576.375000 Penalty: 4781.525879
	Iteration 41Q: 3 clusters Score -1774576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1774620.500000 Penalty: 4781.525879
	Iteration 42Q: 3 clusters Score -1774620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1774656.000000 Penalty: 4781.525879
	Iteration 43Q: 3 clusters Score -1774656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1774698.500000 Penalty: 4781.525879
	Iteration 44Q: 3 clusters Score -1774698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1774725.000000 Penalty: 4781.525879
	Iteration 45Q: 3 clusters Score -1774725 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1774755.375000 Penalty: 4781.525879
	Iteration 46Q: 3 clusters Score -1774755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1774769.000000 Penalty: 4781.525879
	Iteration 47Q: 3 clusters Score -1774769 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1774791.000000 Penalty: 4781.525879
	Iteration 48Q: 3 clusters Score -1774791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1774810.875000 Penalty: 4781.525879
	Iteration 49Q: 3 clusters Score -1774811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1774830.250000 Penalty: 4781.525879
	Iteration 50Q: 3 clusters Score -1774830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1774843.875000 Penalty: 4781.525879
	Iteration 51Q: 3 clusters Score -1774844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1774862.000000 Penalty: 4781.525879
	Iteration 52Q: 3 clusters Score -1774862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1774878.250000 Penalty: 4781.525879
	Iteration 53Q: 3 clusters Score -1774878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1774883.750000 Penalty: 4781.525879
	Iteration 54Q: 3 clusters Score -1774884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1774886.125000 Penalty: 4781.525879
	Iteration 55Q: 3 clusters Score -1774886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1774887.875000 Penalty: 4781.525879
	Iteration 56Q: 3 clusters Score -1774888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1774897.875000 Penalty: 4781.525879
	Iteration 57Q: 3 clusters Score -1774898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1774901.875000 Penalty: 4781.525879
	Iteration 58Q: 3 clusters Score -1774902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1774905.125000 Penalty: 4781.525879
	Iteration 59Q: 3 clusters Score -1774905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1774908.000000 Penalty: 4781.525879
	Iteration 60F: 3 clusters Score -1774908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1774903.625000 Penalty: 4781.525879
	Iteration 61Q: 3 clusters Score -1774904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1774910.750000 Penalty: 4781.525879
	Iteration 62Q: 3 clusters Score -1774911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1774917.125000 Penalty: 4781.525879
	Iteration 63Q: 3 clusters Score -1774917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1774920.500000 Penalty: 4781.525879
	Iteration 64Q: 3 clusters Score -1774920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1774917.000000 Penalty: 4781.525879
	Iteration 65Q: 3 clusters Score -1774917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1774915.750000 Penalty: 4781.525879
	Iteration 66Q: 3 clusters Score -1774916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1774918.125000 Penalty: 4781.525879
	Iteration 67Q: 3 clusters Score -1774918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1774924.375000 Penalty: 4781.525879
	Iteration 68Q: 3 clusters Score -1774924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1774925.375000 Penalty: 4781.525879
	Iteration 69Q: 3 clusters Score -1774925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1774925.875000 Penalty: 4781.525879
	Iteration 70Q: 3 clusters Score -1774926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1774926.750000 Penalty: 4781.525879
	Iteration 71Q: 3 clusters Score -1774927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1774930.125000 Penalty: 4781.525879
	Iteration 72Q: 3 clusters Score -1774930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1774929.750000 Penalty: 4781.525879
	Iteration 73Q: 3 clusters Score -1774930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1774933.875000 Penalty: 4781.525879
	Iteration 74Q: 3 clusters Score -1774934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1774931.500000 Penalty: 4781.525879
	Iteration 75Q: 3 clusters Score -1774932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1774934.625000 Penalty: 4781.525879
	Iteration 76Q: 3 clusters Score -1774935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1774934.000000 Penalty: 4781.525879
	Iteration 77Q: 3 clusters Score -1774934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1774933.125000 Penalty: 4781.525879
	Iteration 78Q: 3 clusters Score -1774933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1774935.000000 Penalty: 4781.525879
	Iteration 79Q: 3 clusters Score -1774935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1774931.875000 Penalty: 4781.525879
	Iteration 80F: 3 clusters Score -1774932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1774931.125000 Penalty: 4781.525879
	Iteration 81Q: 3 clusters Score -1774931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1774932.875000 Penalty: 4781.525879
	Iteration 82Q: 3 clusters Score -1774933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1774933.750000 Penalty: 4781.525879
	Iteration 83Q: 3 clusters Score -1774934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1774931.750000 Penalty: 4781.525879
	Iteration 84Q: 3 clusters Score -1774932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1774932.875000 Penalty: 4781.525879
	Iteration 85Q: 3 clusters Score -1774933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1774934.250000 Penalty: 4781.525879
	Iteration 86Q: 3 clusters Score -1774934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1774932.250000 Penalty: 4781.525879
	Iteration 87Q: 3 clusters Score -1774932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1774932.250000 Penalty: 4781.525879
	Iteration 88F: 3 clusters Score -1774932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -32420.142578 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -32420.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31051.640625 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -31051.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31224.158203 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -31224.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31326.339844 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -31326.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31405.351562 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -31405.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31510.648438 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -31510.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31576.478516 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -31576.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31660.068359 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -31660.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31686.359375 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -31686.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31721.843750 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -31721.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31755.988281 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -31755.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31759.980469 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -31759.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31759.980469 Penalty: 2927.706055
	Iteration 11F: 3 clusters Score -31759.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328532 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39613 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113655 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19114 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15370 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935768.000000 Penalty: 140607.781250
Iteration 319Q: 42 clusters Score -1.109358e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328534 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39610 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113653 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19115 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15372 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935720.000000 Penalty: 140607.781250
Iteration 320F: 42 clusters Score -1.109357e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328535 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39610 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113651 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19114 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 321Q: 42 clusters Score -1.109357e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328535 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39610 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113650 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19115 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935728.000000 Penalty: 140607.781250
Iteration 322Q: 42 clusters Score -1.109357e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328536 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39610 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113648 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935736.000000 Penalty: 140607.781250
Iteration 323Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328537 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39610 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113647 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935760.000000 Penalty: 140607.781250
Iteration 324Q: 42 clusters Score -1.109358e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328540 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113645 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79574 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935760.000000 Penalty: 140607.781250
Iteration 325Q: 42 clusters Score -1.109358e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328542 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113642 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935776.000000 Penalty: 140607.781250
Iteration 326Q: 42 clusters Score -1.109358e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328548 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113637 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935768.000000 Penalty: 140607.781250
Iteration 327Q: 42 clusters Score -1.109358e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328551 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40460 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113635 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 328Q: 42 clusters Score -1.109357e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328552 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113634 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935760.000000 Penalty: 140607.781250
Iteration 329Q: 42 clusters Score -1.109358e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328551 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17237 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113634 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935800.000000 Penalty: 140607.781250
Iteration 330Q: 42 clusters Score -1.109358e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328549 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113634 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935736.000000 Penalty: 140607.781250
Iteration 331Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328550 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39609 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113633 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 332Q: 42 clusters Score -1.109357e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328551 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39971 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39608 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113632 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935768.000000 Penalty: 140607.781250
Iteration 333Q: 42 clusters Score -1.109358e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328551 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39972 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39607 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113632 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935768.000000 Penalty: 140607.781250
Iteration 334Q: 42 clusters Score -1.109358e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328554 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39604 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113632 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935744.000000 Penalty: 140607.781250
Iteration 335Q: 42 clusters Score -1.109357e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328556 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39602 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113632 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935736.000000 Penalty: 140607.781250
Iteration 336Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328557 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113632 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935752.000000 Penalty: 140607.781250
Iteration 337Q: 42 clusters Score -1.109358e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328558 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113631 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935736.000000 Penalty: 140607.781250
Iteration 338Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328559 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113630 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935728.000000 Penalty: 140607.781250
Iteration 339Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328560 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113629 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935728.000000 Penalty: 140607.781250
Iteration 340F: 42 clusters Score -1.109357e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328560 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17239 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113628 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935720.000000 Penalty: 140607.781250
Iteration 341Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328559 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17240 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113628 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935736.000000 Penalty: 140607.781250
Iteration 342Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328558 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113628 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935728.000000 Penalty: 140607.781250
Iteration 343Q: 42 clusters Score -1.109357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328559 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39600 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113628 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935728.000000 Penalty: 140607.781250
Iteration 344Q: 42 clusters Score -1.109357e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328559 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39600 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113628 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935728.000000 Penalty: 140607.781250
Iteration 345F: 42 clusters Score -1.109357e+08 nChanged 0
Entering ConstructFrom: 
Score: -110935728.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (328559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328559 members 
Entering Unmasked Estep 
Score: -36951492.000000 Penalty: 3150.212891
	Iteration 0F: 2 clusters Score -3.695149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -36747056.000000 Penalty: 6300.425781
	Iteration 0F: 3 clusters Score -3.674706e+07 nChanged 159499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -36841768.000000 Penalty: 6300.425781
	Iteration 1F: 3 clusters Score -3.684177e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160361 members 
Mstep: Class 2 contains 168198 members 
Entering Unmasked Estep 
Score: -36842696.000000 Penalty: 6300.425781
	Iteration 2Q: 3 clusters Score -3.68427e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158121 members 
Mstep: Class 2 contains 170438 members 
Entering Unmasked Estep 
Score: -36843568.000000 Penalty: 6300.425781
	Iteration 3Q: 3 clusters Score -3.684357e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -36844676.000000 Penalty: 6300.425781
	Iteration 4Q: 3 clusters Score -3.684468e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -36846288.000000 Penalty: 6300.425781
	Iteration 5Q: 3 clusters Score -3.684629e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141855 members 
Mstep: Class 2 contains 186704 members 
Entering Unmasked Estep 
Score: -36849108.000000 Penalty: 6300.425781
	Iteration 6Q: 3 clusters Score -3.684911e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -36854280.000000 Penalty: 6300.425781
	Iteration 7Q: 3 clusters Score -3.685428e+07 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 215734 members 
Entering Unmasked Estep 
Score: -36863592.000000 Penalty: 6300.425781
	Iteration 8F: 3 clusters Score -3.686359e+07 nChanged 23758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 239278 members 
Entering Unmasked Estep 
Score: -36880748.000000 Penalty: 6300.425781
	Iteration 9F: 3 clusters Score -3.688075e+07 nChanged 27987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 267209 members 
Entering Unmasked Estep 
Score: -36905772.000000 Penalty: 6300.425781
	Iteration 10F: 3 clusters Score -3.690577e+07 nChanged 26359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 293568 members 
Entering Unmasked Estep 
Score: -36929088.000000 Penalty: 6300.425781
	Iteration 11F: 3 clusters Score -3.692909e+07 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 311961 members 
Entering Unmasked Estep 
Score: -36940592.000000 Penalty: 6300.425781
	Iteration 12F: 3 clusters Score -3.694059e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 321363 members 
Entering Unmasked Estep 
Score: -36945476.000000 Penalty: 6300.425781
	Iteration 13Q: 3 clusters Score -3.694548e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 325398 members 
Entering Unmasked Estep 
Score: -36947328.000000 Penalty: 6300.425781
	Iteration 14Q: 3 clusters Score -3.694733e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 326938 members 
Entering Unmasked Estep 
Score: -36948024.000000 Penalty: 6300.425781
	Iteration 15Q: 3 clusters Score -3.694802e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 327535 members 
Entering Unmasked Estep 
Score: -36948404.000000 Penalty: 6300.425781
	Iteration 16Q: 3 clusters Score -3.69484e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 327784 members 
Entering Unmasked Estep 
Score: -36948564.000000 Penalty: 6300.425781
	Iteration 17Q: 3 clusters Score -3.694856e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 327916 members 
Entering Unmasked Estep 
Score: -36948680.000000 Penalty: 6300.425781
	Iteration 18Q: 3 clusters Score -3.694868e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 327995 members 
Entering Unmasked Estep 
Score: -36948760.000000 Penalty: 6300.425781
	Iteration 19Q: 3 clusters Score -3.694876e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 328037 members 
Entering Unmasked Estep 
Score: -36948792.000000 Penalty: 6300.425781
	Iteration 20F: 3 clusters Score -3.694879e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 328058 members 
Entering Unmasked Estep 
Score: -36948820.000000 Penalty: 6300.425781
	Iteration 21Q: 3 clusters Score -3.694882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 328071 members 
Entering Unmasked Estep 
Score: -36948872.000000 Penalty: 6300.425781
	Iteration 22Q: 3 clusters Score -3.694887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 328075 members 
Entering Unmasked Estep 
Score: -36948848.000000 Penalty: 6300.425781
	Iteration 23Q: 3 clusters Score -3.694885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 328080 members 
Entering Unmasked Estep 
Score: -36948848.000000 Penalty: 6300.425781
	Iteration 24Q: 3 clusters Score -3.694885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 328082 members 
Entering Unmasked Estep 
Score: -36948860.000000 Penalty: 6300.425781
	Iteration 25Q: 3 clusters Score -3.694886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 328085 members 
Entering Unmasked Estep 
Score: -36948860.000000 Penalty: 6300.425781
	Iteration 26Q: 3 clusters Score -3.694886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 328086 members 
Entering Unmasked Estep 
Score: -36948876.000000 Penalty: 6300.425781
	Iteration 27Q: 3 clusters Score -3.694888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 328089 members 
Entering Unmasked Estep 
Score: -36948872.000000 Penalty: 6300.425781
	Iteration 28Q: 3 clusters Score -3.694887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 328091 members 
Entering Unmasked Estep 
Score: -36948864.000000 Penalty: 6300.425781
	Iteration 29Q: 3 clusters Score -3.694886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 328090 members 
Entering Unmasked Estep 
Score: -36948860.000000 Penalty: 6300.425781
	Iteration 30Q: 3 clusters Score -3.694886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 328090 members 
Entering Unmasked Estep 
Score: -36948860.000000 Penalty: 6300.425781
	Iteration 31F: 3 clusters Score -3.694886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -440328.968750 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -440329 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 1913 members 
Entering Unmasked Estep 
Score: -436429.562500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -436429.6 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -437307.281250 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -437307.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -437469.625000 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -437469.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -437588.000000 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -437588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -437671.187500 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -437671.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -437734.250000 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -437734.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -437795.375000 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -437795.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -437844.562500 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -437844.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -437896.343750 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -437896.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -437938.375000 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -437938.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -437979.468750 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -437979.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -438029.625000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -438029.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -438075.906250 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -438075.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -438127.625000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -438127.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -438164.031250 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -438164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -438192.843750 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -438192.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -438214.031250 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -438214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -438242.031250 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -438242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -438267.906250 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -438267.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -438302.781250 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -438302.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -438330.343750 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -438330.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -438350.750000 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -438350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -438365.593750 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -438365.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -438375.000000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -438375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -438382.531250 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -438382.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -438393.937500 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -438393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -438403.468750 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -438403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -438408.843750 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -438408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -438416.343750 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -438416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -438421.968750 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -438422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -438428.062500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -438428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -438433.281250 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -438433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -438438.093750 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -438438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -438439.812500 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -438439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -438442.312500 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -438442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -438444.562500 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -438444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -438449.375000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -438449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -438453.750000 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -438453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -438455.593750 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -438455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -438458.406250 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -438458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -438458.531250 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -438458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -438458.593750 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -438458.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -438458.593750 Penalty: 4105.596680
	Iteration 42F: 3 clusters Score -438458.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Entering Unmasked Estep 
Score: -1688405.500000 Penalty: 2379.928711
	Iteration 0F: 2 clusters Score -1688406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1677689.750000 Penalty: 4759.857422
	Iteration 0F: 3 clusters Score -1677690 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1681143.625000 Penalty: 4759.857422
	Iteration 1F: 3 clusters Score -1681144 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1681487.250000 Penalty: 4759.857422
	Iteration 2F: 3 clusters Score -1681487 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1681763.875000 Penalty: 4759.857422
	Iteration 3Q: 3 clusters Score -1681764 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1681968.500000 Penalty: 4759.857422
	Iteration 4Q: 3 clusters Score -1681968 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1682140.750000 Penalty: 4759.857422
	Iteration 5Q: 3 clusters Score -1682141 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1682317.250000 Penalty: 4759.857422
	Iteration 6Q: 3 clusters Score -1682317 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1682494.625000 Penalty: 4759.857422
	Iteration 7Q: 3 clusters Score -1682495 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1682662.875000 Penalty: 4759.857422
	Iteration 8Q: 3 clusters Score -1682663 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1682852.875000 Penalty: 4759.857422
	Iteration 9Q: 3 clusters Score -1682853 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1683059.875000 Penalty: 4759.857422
	Iteration 10Q: 3 clusters Score -1683060 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1683308.250000 Penalty: 4759.857422
	Iteration 11Q: 3 clusters Score -1683308 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1683580.000000 Penalty: 4759.857422
	Iteration 12Q: 3 clusters Score -1683580 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1683852.250000 Penalty: 4759.857422
	Iteration 13Q: 3 clusters Score -1683852 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1684105.250000 Penalty: 4759.857422
	Iteration 14Q: 3 clusters Score -1684105 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1684317.875000 Penalty: 4759.857422
	Iteration 15Q: 3 clusters Score -1684318 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1684478.125000 Penalty: 4759.857422
	Iteration 16Q: 3 clusters Score -1684478 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1684596.750000 Penalty: 4759.857422
	Iteration 17Q: 3 clusters Score -1684597 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1684668.500000 Penalty: 4759.857422
	Iteration 18Q: 3 clusters Score -1684668 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1684721.375000 Penalty: 4759.857422
	Iteration 19Q: 3 clusters Score -1684721 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1684758.875000 Penalty: 4759.857422
	Iteration 20F: 3 clusters Score -1684759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1684780.500000 Penalty: 4759.857422
	Iteration 21Q: 3 clusters Score -1684780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1684801.250000 Penalty: 4759.857422
	Iteration 22Q: 3 clusters Score -1684801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1684811.500000 Penalty: 4759.857422
	Iteration 23Q: 3 clusters Score -1684812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1684831.500000 Penalty: 4759.857422
	Iteration 24Q: 3 clusters Score -1684832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1684837.875000 Penalty: 4759.857422
	Iteration 25Q: 3 clusters Score -1684838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1684842.250000 Penalty: 4759.857422
	Iteration 26Q: 3 clusters Score -1684842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1684841.375000 Penalty: 4759.857422
	Iteration 27Q: 3 clusters Score -1684841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1684842.750000 Penalty: 4759.857422
	Iteration 28Q: 3 clusters Score -1684843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1684856.875000 Penalty: 4759.857422
	Iteration 29Q: 3 clusters Score -1684857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1684853.250000 Penalty: 4759.857422
	Iteration 30Q: 3 clusters Score -1684853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1684855.500000 Penalty: 4759.857422
	Iteration 31Q: 3 clusters Score -1684856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1684857.750000 Penalty: 4759.857422
	Iteration 32Q: 3 clusters Score -1684858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1684859.125000 Penalty: 4759.857422
	Iteration 33Q: 3 clusters Score -1684859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1684864.000000 Penalty: 4759.857422
	Iteration 34Q: 3 clusters Score -1684864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1684866.125000 Penalty: 4759.857422
	Iteration 35Q: 3 clusters Score -1684866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1684871.250000 Penalty: 4759.857422
	Iteration 36Q: 3 clusters Score -1684871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1684875.125000 Penalty: 4759.857422
	Iteration 37Q: 3 clusters Score -1684875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1684876.375000 Penalty: 4759.857422
	Iteration 38Q: 3 clusters Score -1684876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1684880.250000 Penalty: 4759.857422
	Iteration 39Q: 3 clusters Score -1684880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1684885.125000 Penalty: 4759.857422
	Iteration 40F: 3 clusters Score -1684885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1684890.375000 Penalty: 4759.857422
	Iteration 41Q: 3 clusters Score -1684890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1684888.000000 Penalty: 4759.857422
	Iteration 42Q: 3 clusters Score -1684888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1684890.125000 Penalty: 4759.857422
	Iteration 43Q: 3 clusters Score -1684890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1684891.750000 Penalty: 4759.857422
	Iteration 44Q: 3 clusters Score -1684892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1684891.625000 Penalty: 4759.857422
	Iteration 45Q: 3 clusters Score -1684892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1684891.625000 Penalty: 4759.857422
	Iteration 46Q: 3 clusters Score -1684892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1684893.250000 Penalty: 4759.857422
	Iteration 47Q: 3 clusters Score -1684893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1684892.500000 Penalty: 4759.857422
	Iteration 48Q: 3 clusters Score -1684892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1684892.500000 Penalty: 4759.857422
	Iteration 49Q: 3 clusters Score -1684892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1684892.500000 Penalty: 4759.857422
	Iteration 50F: 3 clusters Score -1684892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Entering Unmasked Estep 
Score: -4139159.000000 Penalty: 2627.798096
	Iteration 0F: 2 clusters Score -4139159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4112131.750000 Penalty: 5255.596191
	Iteration 0F: 3 clusters Score -4112132 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4122329.250000 Penalty: 5255.596191
	Iteration 1F: 3 clusters Score -4122329 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4123014.500000 Penalty: 5255.596191
	Iteration 2Q: 3 clusters Score -4123014 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4123757.750000 Penalty: 5255.596191
	Iteration 3Q: 3 clusters Score -4123758 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4124618.500000 Penalty: 5255.596191
	Iteration 4Q: 3 clusters Score -4124618 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4125741.500000 Penalty: 5255.596191
	Iteration 5Q: 3 clusters Score -4125742 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4127100.250000 Penalty: 5255.596191
	Iteration 6F: 3 clusters Score -4127100 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4128564.750000 Penalty: 5255.596191
	Iteration 7F: 3 clusters Score -4128565 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4129924.500000 Penalty: 5255.596191
	Iteration 8F: 3 clusters Score -4129924 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4131055.000000 Penalty: 5255.596191
	Iteration 9F: 3 clusters Score -4131055 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4132003.250000 Penalty: 5255.596191
	Iteration 10Q: 3 clusters Score -4132003 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4132806.000000 Penalty: 5255.596191
	Iteration 11Q: 3 clusters Score -4132806 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4133584.000000 Penalty: 5255.596191
	Iteration 12Q: 3 clusters Score -4133584 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4134350.750000 Penalty: 5255.596191
	Iteration 13Q: 3 clusters Score -4134351 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4134985.250000 Penalty: 5255.596191
	Iteration 14Q: 3 clusters Score -4134985 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4135592.750000 Penalty: 5255.596191
	Iteration 15Q: 3 clusters Score -4135593 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -4135998.250000 Penalty: 5255.596191
	Iteration 16Q: 3 clusters Score -4135998 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4136305.750000 Penalty: 5255.596191
	Iteration 17Q: 3 clusters Score -4136306 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4136581.000000 Penalty: 5255.596191
	Iteration 18Q: 3 clusters Score -4136581 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4136807.250000 Penalty: 5255.596191
	Iteration 19Q: 3 clusters Score -4136807 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4136970.250000 Penalty: 5255.596191
	Iteration 20F: 3 clusters Score -4136970 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4137138.750000 Penalty: 5255.596191
	Iteration 21Q: 3 clusters Score -4137139 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4137274.500000 Penalty: 5255.596191
	Iteration 22Q: 3 clusters Score -4137274 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4137381.500000 Penalty: 5255.596191
	Iteration 23Q: 3 clusters Score -4137382 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4137467.750000 Penalty: 5255.596191
	Iteration 24Q: 3 clusters Score -4137468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4137538.250000 Penalty: 5255.596191
	Iteration 25Q: 3 clusters Score -4137538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4137576.000000 Penalty: 5255.596191
	Iteration 26Q: 3 clusters Score -4137576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4137603.750000 Penalty: 5255.596191
	Iteration 27Q: 3 clusters Score -4137604 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4137628.500000 Penalty: 5255.596191
	Iteration 28Q: 3 clusters Score -4137628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4137650.750000 Penalty: 5255.596191
	Iteration 29Q: 3 clusters Score -4137651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4137663.000000 Penalty: 5255.596191
	Iteration 30Q: 3 clusters Score -4137663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4137666.250000 Penalty: 5255.596191
	Iteration 31Q: 3 clusters Score -4137666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4137670.250000 Penalty: 5255.596191
	Iteration 32Q: 3 clusters Score -4137670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4137678.500000 Penalty: 5255.596191
	Iteration 33Q: 3 clusters Score -4137678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4137685.250000 Penalty: 5255.596191
	Iteration 34Q: 3 clusters Score -4137685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4137697.750000 Penalty: 5255.596191
	Iteration 35Q: 3 clusters Score -4137698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4137699.750000 Penalty: 5255.596191
	Iteration 36Q: 3 clusters Score -4137700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4137714.750000 Penalty: 5255.596191
	Iteration 37Q: 3 clusters Score -4137715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4137723.500000 Penalty: 5255.596191
	Iteration 38Q: 3 clusters Score -4137724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4137729.000000 Penalty: 5255.596191
	Iteration 39Q: 3 clusters Score -4137729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4137737.500000 Penalty: 5255.596191
	Iteration 40F: 3 clusters Score -4137738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4137732.500000 Penalty: 5255.596191
	Iteration 41Q: 3 clusters Score -4137732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4137737.750000 Penalty: 5255.596191
	Iteration 42Q: 3 clusters Score -4137738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4137746.500000 Penalty: 5255.596191
	Iteration 43Q: 3 clusters Score -4137746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4137747.250000 Penalty: 5255.596191
	Iteration 44Q: 3 clusters Score -4137747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4137752.500000 Penalty: 5255.596191
	Iteration 45Q: 3 clusters Score -4137752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4137748.500000 Penalty: 5255.596191
	Iteration 46Q: 3 clusters Score -4137748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4137750.500000 Penalty: 5255.596191
	Iteration 47Q: 3 clusters Score -4137750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4137752.500000 Penalty: 5255.596191
	Iteration 48Q: 3 clusters Score -4137752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4137752.500000 Penalty: 5255.596191
	Iteration 49Q: 3 clusters Score -4137752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4137754.750000 Penalty: 5255.596191
	Iteration 50Q: 3 clusters Score -4137755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4137751.000000 Penalty: 5255.596191
	Iteration 51Q: 3 clusters Score -4137751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4137749.250000 Penalty: 5255.596191
	Iteration 52Q: 3 clusters Score -4137749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4137756.250000 Penalty: 5255.596191
	Iteration 53Q: 3 clusters Score -4137756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4137758.250000 Penalty: 5255.596191
	Iteration 54Q: 3 clusters Score -4137758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4137765.250000 Penalty: 5255.596191
	Iteration 55Q: 3 clusters Score -4137765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4137763.000000 Penalty: 5255.596191
	Iteration 56Q: 3 clusters Score -4137763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4137760.000000 Penalty: 5255.596191
	Iteration 57Q: 3 clusters Score -4137760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4137763.500000 Penalty: 5255.596191
	Iteration 58Q: 3 clusters Score -4137764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4137758.750000 Penalty: 5255.596191
	Iteration 59Q: 3 clusters Score -4137759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4137761.250000 Penalty: 5255.596191
	Iteration 60F: 3 clusters Score -4137761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4137765.500000 Penalty: 5255.596191
	Iteration 61Q: 3 clusters Score -4137766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4137766.500000 Penalty: 5255.596191
	Iteration 62Q: 3 clusters Score -4137766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4137766.500000 Penalty: 5255.596191
	Iteration 63F: 3 clusters Score -4137766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Entering Unmasked Estep 
Score: -12407495.000000 Penalty: 2878.085938
	Iteration 0F: 2 clusters Score -1.24075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -12334120.000000 Penalty: 5756.171875
	Iteration 0F: 3 clusters Score -1.233412e+07 nChanged 52105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -12363898.000000 Penalty: 5756.171875
	Iteration 1F: 3 clusters Score -1.23639e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -12364518.000000 Penalty: 5756.171875
	Iteration 2Q: 3 clusters Score -1.236452e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -12365283.000000 Penalty: 5756.171875
	Iteration 3Q: 3 clusters Score -1.236528e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -12366256.000000 Penalty: 5756.171875
	Iteration 4Q: 3 clusters Score -1.236626e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -12368022.000000 Penalty: 5756.171875
	Iteration 5Q: 3 clusters Score -1.236802e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -12371244.000000 Penalty: 5756.171875
	Iteration 6F: 3 clusters Score -1.237124e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -12376917.000000 Penalty: 5756.171875
	Iteration 7F: 3 clusters Score -1.237692e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -12385465.000000 Penalty: 5756.171875
	Iteration 8F: 3 clusters Score -1.238546e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -12394282.000000 Penalty: 5756.171875
	Iteration 9F: 3 clusters Score -1.239428e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -12400432.000000 Penalty: 5756.171875
	Iteration 10F: 3 clusters Score -1.240043e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -12403233.000000 Penalty: 5756.171875
	Iteration 11Q: 3 clusters Score -1.240323e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -12404276.000000 Penalty: 5756.171875
	Iteration 12Q: 3 clusters Score -1.240428e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -12404669.000000 Penalty: 5756.171875
	Iteration 13Q: 3 clusters Score -1.240467e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -12404866.000000 Penalty: 5756.171875
	Iteration 14Q: 3 clusters Score -1.240487e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -12404941.000000 Penalty: 5756.171875
	Iteration 15Q: 3 clusters Score -1.240494e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -12404982.000000 Penalty: 5756.171875
	Iteration 16Q: 3 clusters Score -1.240498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 109181 members 
Entering Unmasked Estep 
Score: -12405023.000000 Penalty: 5756.171875
	Iteration 17Q: 3 clusters Score -1.240502e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -12405072.000000 Penalty: 5756.171875
	Iteration 18Q: 3 clusters Score -1.240507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -12405097.000000 Penalty: 5756.171875
	Iteration 19Q: 3 clusters Score -1.24051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -12405112.000000 Penalty: 5756.171875
	Iteration 20F: 3 clusters Score -1.240511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -12405133.000000 Penalty: 5756.171875
	Iteration 21Q: 3 clusters Score -1.240513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 109207 members 
Entering Unmasked Estep 
Score: -12405160.000000 Penalty: 5756.171875
	Iteration 22Q: 3 clusters Score -1.240516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 109207 members 
Entering Unmasked Estep 
Score: -12405170.000000 Penalty: 5756.171875
	Iteration 23Q: 3 clusters Score -1.240517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 109212 members 
Entering Unmasked Estep 
Score: -12405176.000000 Penalty: 5756.171875
	Iteration 24Q: 3 clusters Score -1.240518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -12405185.000000 Penalty: 5756.171875
	Iteration 25Q: 3 clusters Score -1.240518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -12405182.000000 Penalty: 5756.171875
	Iteration 26Q: 3 clusters Score -1.240518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -12405190.000000 Penalty: 5756.171875
	Iteration 27Q: 3 clusters Score -1.240519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -12405188.000000 Penalty: 5756.171875
	Iteration 28Q: 3 clusters Score -1.240519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -12405189.000000 Penalty: 5756.171875
	Iteration 29Q: 3 clusters Score -1.240519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 109217 members 
Entering Unmasked Estep 
Score: -12405189.000000 Penalty: 5756.171875
	Iteration 30Q: 3 clusters Score -1.240519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -12405189.000000 Penalty: 5756.171875
	Iteration 31Q: 3 clusters Score -1.240519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 109217 members 
Entering Unmasked Estep 
Score: -12405186.000000 Penalty: 5756.171875
	Iteration 32Q: 3 clusters Score -1.240519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -12405186.000000 Penalty: 5756.171875
	Iteration 33Q: 3 clusters Score -1.240519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405193.000000 Penalty: 5756.171875
	Iteration 34Q: 3 clusters Score -1.240519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -12405194.000000 Penalty: 5756.171875
	Iteration 35Q: 3 clusters Score -1.240519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -12405186.000000 Penalty: 5756.171875
	Iteration 36Q: 3 clusters Score -1.240519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405190.000000 Penalty: 5756.171875
	Iteration 37Q: 3 clusters Score -1.240519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -12405190.000000 Penalty: 5756.171875
	Iteration 38F: 3 clusters Score -1.240519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -2315590.500000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -2315590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2300733.000000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -2300733 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2305829.250000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -2305829 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2306461.500000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -2306462 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2307240.250000 Penalty: 4940.703613
	Iteration 3F: 3 clusters Score -2307240 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2308324.250000 Penalty: 4940.703613
	Iteration 4F: 3 clusters Score -2308324 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2309677.000000 Penalty: 4940.703613
	Iteration 5F: 3 clusters Score -2309677 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2311165.250000 Penalty: 4940.703613
	Iteration 6F: 3 clusters Score -2311165 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2312605.250000 Penalty: 4940.703613
	Iteration 7F: 3 clusters Score -2312605 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2313649.750000 Penalty: 4940.703613
	Iteration 8F: 3 clusters Score -2313650 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2314274.500000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -2314274 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2314619.000000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -2314619 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2314833.000000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -2314833 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2314955.500000 Penalty: 4940.703613
	Iteration 12Q: 3 clusters Score -2314956 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2315036.250000 Penalty: 4940.703613
	Iteration 13Q: 3 clusters Score -2315036 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2315095.500000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -2315096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2315166.000000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -2315166 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2315219.000000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -2315219 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2315259.500000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -2315260 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2315298.500000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -2315298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2315341.500000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -2315342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2315360.750000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -2315361 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2315379.500000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -2315380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2315401.250000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -2315401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2315415.250000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -2315415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2315418.250000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -2315418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2315425.750000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -2315426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2315432.000000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -2315432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2315435.750000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -2315436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2315433.500000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -2315434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2315440.750000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -2315441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2315446.250000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -2315446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2315443.500000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -2315444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2315449.500000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -2315450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2315454.500000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -2315454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2315451.000000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -2315451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2315456.750000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -2315457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2315461.000000 Penalty: 4940.703613
	Iteration 36Q: 3 clusters Score -2315461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2315468.250000 Penalty: 4940.703613
	Iteration 37Q: 3 clusters Score -2315468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2315466.500000 Penalty: 4940.703613
	Iteration 38Q: 3 clusters Score -2315466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2315473.250000 Penalty: 4940.703613
	Iteration 39Q: 3 clusters Score -2315473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2315481.750000 Penalty: 4940.703613
	Iteration 40F: 3 clusters Score -2315482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2315480.500000 Penalty: 4940.703613
	Iteration 41Q: 3 clusters Score -2315480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2315491.750000 Penalty: 4940.703613
	Iteration 42Q: 3 clusters Score -2315492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2315490.500000 Penalty: 4940.703613
	Iteration 43Q: 3 clusters Score -2315490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2315495.750000 Penalty: 4940.703613
	Iteration 44Q: 3 clusters Score -2315496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2315496.500000 Penalty: 4940.703613
	Iteration 45Q: 3 clusters Score -2315496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2315497.750000 Penalty: 4940.703613
	Iteration 46Q: 3 clusters Score -2315498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2315496.750000 Penalty: 4940.703613
	Iteration 47Q: 3 clusters Score -2315497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2315493.750000 Penalty: 4940.703613
	Iteration 48Q: 3 clusters Score -2315494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2315500.500000 Penalty: 4940.703613
	Iteration 49Q: 3 clusters Score -2315500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2315504.250000 Penalty: 4940.703613
	Iteration 50Q: 3 clusters Score -2315504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 4940.703613
	Iteration 51Q: 3 clusters Score -2315505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 4940.703613
	Iteration 52Q: 3 clusters Score -2315505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 4940.703613
	Iteration 53Q: 3 clusters Score -2315505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2315505.250000 Penalty: 4940.703613
	Iteration 54Q: 3 clusters Score -2315505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2315505.250000 Penalty: 4940.703613
	Iteration 55F: 3 clusters Score -2315505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Entering Unmasked Estep 
Score: -4508950.000000 Penalty: 2630.795166
	Iteration 0F: 2 clusters Score -4508950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4481672.500000 Penalty: 5261.590332
	Iteration 0F: 3 clusters Score -4481672 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4491666.500000 Penalty: 5261.590332
	Iteration 1F: 3 clusters Score -4491666 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4492295.000000 Penalty: 5261.590332
	Iteration 2Q: 3 clusters Score -4492295 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4492981.000000 Penalty: 5261.590332
	Iteration 3Q: 3 clusters Score -4492981 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4493876.000000 Penalty: 5261.590332
	Iteration 4Q: 3 clusters Score -4493876 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4495159.500000 Penalty: 5261.590332
	Iteration 5F: 3 clusters Score -4495160 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4497120.000000 Penalty: 5261.590332
	Iteration 6F: 3 clusters Score -4497120 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4499634.500000 Penalty: 5261.590332
	Iteration 7F: 3 clusters Score -4499634 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4502309.000000 Penalty: 5261.590332
	Iteration 8F: 3 clusters Score -4502309 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4504438.000000 Penalty: 5261.590332
	Iteration 9F: 3 clusters Score -4504438 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4505693.500000 Penalty: 5261.590332
	Iteration 10Q: 3 clusters Score -4505694 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4506328.500000 Penalty: 5261.590332
	Iteration 11Q: 3 clusters Score -4506328 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4506682.000000 Penalty: 5261.590332
	Iteration 12Q: 3 clusters Score -4506682 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4506818.000000 Penalty: 5261.590332
	Iteration 13Q: 3 clusters Score -4506818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4506917.500000 Penalty: 5261.590332
	Iteration 14Q: 3 clusters Score -4506918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4506976.500000 Penalty: 5261.590332
	Iteration 15Q: 3 clusters Score -4506976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4507006.000000 Penalty: 5261.590332
	Iteration 16Q: 3 clusters Score -4507006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4507026.000000 Penalty: 5261.590332
	Iteration 17Q: 3 clusters Score -4507026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4507044.000000 Penalty: 5261.590332
	Iteration 18Q: 3 clusters Score -4507044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4507062.500000 Penalty: 5261.590332
	Iteration 19Q: 3 clusters Score -4507062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4507064.500000 Penalty: 5261.590332
	Iteration 20F: 3 clusters Score -4507064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4507074.500000 Penalty: 5261.590332
	Iteration 21Q: 3 clusters Score -4507074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4507090.000000 Penalty: 5261.590332
	Iteration 22Q: 3 clusters Score -4507090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4507096.500000 Penalty: 5261.590332
	Iteration 23Q: 3 clusters Score -4507096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4507105.000000 Penalty: 5261.590332
	Iteration 24Q: 3 clusters Score -4507105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4507112.000000 Penalty: 5261.590332
	Iteration 25Q: 3 clusters Score -4507112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4507126.500000 Penalty: 5261.590332
	Iteration 26Q: 3 clusters Score -4507126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4507142.500000 Penalty: 5261.590332
	Iteration 27Q: 3 clusters Score -4507142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4507149.500000 Penalty: 5261.590332
	Iteration 28Q: 3 clusters Score -4507150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4507171.500000 Penalty: 5261.590332
	Iteration 29Q: 3 clusters Score -4507172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4507169.500000 Penalty: 5261.590332
	Iteration 30Q: 3 clusters Score -4507170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4507183.000000 Penalty: 5261.590332
	Iteration 31Q: 3 clusters Score -4507183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4507198.500000 Penalty: 5261.590332
	Iteration 32Q: 3 clusters Score -4507198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4507233.000000 Penalty: 5261.590332
	Iteration 33Q: 3 clusters Score -4507233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4507251.000000 Penalty: 5261.590332
	Iteration 34Q: 3 clusters Score -4507251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4507317.000000 Penalty: 5261.590332
	Iteration 35Q: 3 clusters Score -4507317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4507355.000000 Penalty: 5261.590332
	Iteration 36Q: 3 clusters Score -4507355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4507405.500000 Penalty: 5261.590332
	Iteration 37Q: 3 clusters Score -4507406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4507422.500000 Penalty: 5261.590332
	Iteration 38Q: 3 clusters Score -4507422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4507438.500000 Penalty: 5261.590332
	Iteration 39Q: 3 clusters Score -4507438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4507450.000000 Penalty: 5261.590332
	Iteration 40F: 3 clusters Score -4507450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4507452.000000 Penalty: 5261.590332
	Iteration 41Q: 3 clusters Score -4507452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4507452.500000 Penalty: 5261.590332
	Iteration 42Q: 3 clusters Score -4507452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4507454.000000 Penalty: 5261.590332
	Iteration 43Q: 3 clusters Score -4507454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4507452.500000 Penalty: 5261.590332
	Iteration 44Q: 3 clusters Score -4507452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4507448.500000 Penalty: 5261.590332
	Iteration 45Q: 3 clusters Score -4507448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4507456.500000 Penalty: 5261.590332
	Iteration 46Q: 3 clusters Score -4507456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4507457.000000 Penalty: 5261.590332
	Iteration 47Q: 3 clusters Score -4507457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4507456.000000 Penalty: 5261.590332
	Iteration 48Q: 3 clusters Score -4507456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4507456.000000 Penalty: 5261.590332
	Iteration 49F: 3 clusters Score -4507456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -1054465.375000 Penalty: 2271.548096
	Iteration 0F: 2 clusters Score -1054465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1047036.687500 Penalty: 4543.096191
	Iteration 0F: 3 clusters Score -1047037 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1049189.625000 Penalty: 4543.096191
	Iteration 1F: 3 clusters Score -1049190 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1049504.375000 Penalty: 4543.096191
	Iteration 2F: 3 clusters Score -1049504 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1049721.375000 Penalty: 4543.096191
	Iteration 3Q: 3 clusters Score -1049721 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1049908.000000 Penalty: 4543.096191
	Iteration 4Q: 3 clusters Score -1049908 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1050090.250000 Penalty: 4543.096191
	Iteration 5Q: 3 clusters Score -1050090 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1050281.750000 Penalty: 4543.096191
	Iteration 6Q: 3 clusters Score -1050282 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1050507.625000 Penalty: 4543.096191
	Iteration 7Q: 3 clusters Score -1050508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1050739.000000 Penalty: 4543.096191
	Iteration 8Q: 3 clusters Score -1050739 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1050972.250000 Penalty: 4543.096191
	Iteration 9Q: 3 clusters Score -1050972 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1051199.000000 Penalty: 4543.096191
	Iteration 10Q: 3 clusters Score -1051199 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1051426.125000 Penalty: 4543.096191
	Iteration 11Q: 3 clusters Score -1051426 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1051606.625000 Penalty: 4543.096191
	Iteration 12Q: 3 clusters Score -1051607 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1051740.375000 Penalty: 4543.096191
	Iteration 13Q: 3 clusters Score -1051740 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1051845.875000 Penalty: 4543.096191
	Iteration 14Q: 3 clusters Score -1051846 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1051929.875000 Penalty: 4543.096191
	Iteration 15Q: 3 clusters Score -1051930 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1052008.750000 Penalty: 4543.096191
	Iteration 16Q: 3 clusters Score -1052009 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1052075.625000 Penalty: 4543.096191
	Iteration 17Q: 3 clusters Score -1052076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1052143.000000 Penalty: 4543.096191
	Iteration 18Q: 3 clusters Score -1052143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1052198.000000 Penalty: 4543.096191
	Iteration 19Q: 3 clusters Score -1052198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1052248.875000 Penalty: 4543.096191
	Iteration 20F: 3 clusters Score -1052249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1052287.625000 Penalty: 4543.096191
	Iteration 21Q: 3 clusters Score -1052288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1052316.000000 Penalty: 4543.096191
	Iteration 22Q: 3 clusters Score -1052316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1052345.125000 Penalty: 4543.096191
	Iteration 23Q: 3 clusters Score -1052345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1052359.875000 Penalty: 4543.096191
	Iteration 24Q: 3 clusters Score -1052360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1052378.250000 Penalty: 4543.096191
	Iteration 25Q: 3 clusters Score -1052378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1052394.625000 Penalty: 4543.096191
	Iteration 26Q: 3 clusters Score -1052395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1052407.750000 Penalty: 4543.096191
	Iteration 27Q: 3 clusters Score -1052408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1052414.375000 Penalty: 4543.096191
	Iteration 28Q: 3 clusters Score -1052414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1052419.500000 Penalty: 4543.096191
	Iteration 29Q: 3 clusters Score -1052420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1052425.500000 Penalty: 4543.096191
	Iteration 30Q: 3 clusters Score -1052426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1052430.000000 Penalty: 4543.096191
	Iteration 31Q: 3 clusters Score -1052430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1052434.000000 Penalty: 4543.096191
	Iteration 32Q: 3 clusters Score -1052434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1052439.250000 Penalty: 4543.096191
	Iteration 33Q: 3 clusters Score -1052439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1052442.250000 Penalty: 4543.096191
	Iteration 34Q: 3 clusters Score -1052442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1052446.250000 Penalty: 4543.096191
	Iteration 35Q: 3 clusters Score -1052446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1052444.000000 Penalty: 4543.096191
	Iteration 36Q: 3 clusters Score -1052444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1052447.875000 Penalty: 4543.096191
	Iteration 37Q: 3 clusters Score -1052448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1052448.500000 Penalty: 4543.096191
	Iteration 38Q: 3 clusters Score -1052448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1052449.000000 Penalty: 4543.096191
	Iteration 39Q: 3 clusters Score -1052449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1052453.125000 Penalty: 4543.096191
	Iteration 40F: 3 clusters Score -1052453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1052450.875000 Penalty: 4543.096191
	Iteration 41Q: 3 clusters Score -1052451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1052454.750000 Penalty: 4543.096191
	Iteration 42Q: 3 clusters Score -1052455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1052458.750000 Penalty: 4543.096191
	Iteration 43Q: 3 clusters Score -1052459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1052462.125000 Penalty: 4543.096191
	Iteration 44Q: 3 clusters Score -1052462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1052461.375000 Penalty: 4543.096191
	Iteration 45Q: 3 clusters Score -1052461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1052461.750000 Penalty: 4543.096191
	Iteration 46Q: 3 clusters Score -1052462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1052462.375000 Penalty: 4543.096191
	Iteration 47Q: 3 clusters Score -1052462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1052466.500000 Penalty: 4543.096191
	Iteration 48Q: 3 clusters Score -1052466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1052468.625000 Penalty: 4543.096191
	Iteration 49Q: 3 clusters Score -1052469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1052467.500000 Penalty: 4543.096191
	Iteration 50Q: 3 clusters Score -1052468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1052469.250000 Penalty: 4543.096191
	Iteration 51Q: 3 clusters Score -1052469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1052469.125000 Penalty: 4543.096191
	Iteration 52Q: 3 clusters Score -1052469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1052468.250000 Penalty: 4543.096191
	Iteration 53Q: 3 clusters Score -1052468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1052470.000000 Penalty: 4543.096191
	Iteration 54Q: 3 clusters Score -1052470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1052469.000000 Penalty: 4543.096191
	Iteration 55Q: 3 clusters Score -1052469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1052469.875000 Penalty: 4543.096191
	Iteration 56Q: 3 clusters Score -1052470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1052472.000000 Penalty: 4543.096191
	Iteration 57Q: 3 clusters Score -1052472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1052473.750000 Penalty: 4543.096191
	Iteration 58Q: 3 clusters Score -1052474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1052476.375000 Penalty: 4543.096191
	Iteration 59Q: 3 clusters Score -1052476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1052477.000000 Penalty: 4543.096191
	Iteration 60F: 3 clusters Score -1052477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1052476.875000 Penalty: 4543.096191
	Iteration 61Q: 3 clusters Score -1052477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1052476.750000 Penalty: 4543.096191
	Iteration 62Q: 3 clusters Score -1052477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1052479.625000 Penalty: 4543.096191
	Iteration 63Q: 3 clusters Score -1052480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1052482.125000 Penalty: 4543.096191
	Iteration 64Q: 3 clusters Score -1052482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1052484.500000 Penalty: 4543.096191
	Iteration 65Q: 3 clusters Score -1052484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1052486.625000 Penalty: 4543.096191
	Iteration 66Q: 3 clusters Score -1052487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1052486.000000 Penalty: 4543.096191
	Iteration 67Q: 3 clusters Score -1052486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1052489.250000 Penalty: 4543.096191
	Iteration 68Q: 3 clusters Score -1052489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1052489.000000 Penalty: 4543.096191
	Iteration 69Q: 3 clusters Score -1052489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1052489.000000 Penalty: 4543.096191
	Iteration 70F: 3 clusters Score -1052489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -127381.898438 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -127381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125347.851562 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -125347.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125680.195312 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -125680.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125773.859375 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -125773.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125835.726562 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -125835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125872.609375 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -125872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125889.625000 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -125889.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125902.601562 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -125902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125907.867188 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -125907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125914.398438 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -125914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -125920.875000 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -125920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125924.726562 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -125924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125929.281250 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -125929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125933.070312 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -125933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125933.890625 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -125933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125933.890625 Penalty: 3500.717529
	Iteration 14F: 3 clusters Score -125933.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Entering Unmasked Estep 
Score: -537328.750000 Penalty: 2105.832275
	Iteration 0F: 2 clusters Score -537328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -532951.562500 Penalty: 4211.664551
	Iteration 0F: 3 clusters Score -532951.6 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -533984.562500 Penalty: 4211.664551
	Iteration 1F: 3 clusters Score -533984.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -534255.187500 Penalty: 4211.664551
	Iteration 2F: 3 clusters Score -534255.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -534433.000000 Penalty: 4211.664551
	Iteration 3F: 3 clusters Score -534433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -534585.187500 Penalty: 4211.664551
	Iteration 4Q: 3 clusters Score -534585.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -534748.125000 Penalty: 4211.664551
	Iteration 5Q: 3 clusters Score -534748.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -534898.437500 Penalty: 4211.664551
	Iteration 6Q: 3 clusters Score -534898.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -535054.500000 Penalty: 4211.664551
	Iteration 7Q: 3 clusters Score -535054.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -535216.812500 Penalty: 4211.664551
	Iteration 8Q: 3 clusters Score -535216.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -535385.125000 Penalty: 4211.664551
	Iteration 9Q: 3 clusters Score -535385.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -535546.500000 Penalty: 4211.664551
	Iteration 10Q: 3 clusters Score -535546.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -535692.187500 Penalty: 4211.664551
	Iteration 11Q: 3 clusters Score -535692.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -535803.437500 Penalty: 4211.664551
	Iteration 12Q: 3 clusters Score -535803.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -535888.000000 Penalty: 4211.664551
	Iteration 13Q: 3 clusters Score -535888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -535952.437500 Penalty: 4211.664551
	Iteration 14Q: 3 clusters Score -535952.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -535987.062500 Penalty: 4211.664551
	Iteration 15Q: 3 clusters Score -535987.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -536021.437500 Penalty: 4211.664551
	Iteration 16Q: 3 clusters Score -536021.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -536058.062500 Penalty: 4211.664551
	Iteration 17Q: 3 clusters Score -536058.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -536079.750000 Penalty: 4211.664551
	Iteration 18Q: 3 clusters Score -536079.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -536103.062500 Penalty: 4211.664551
	Iteration 19Q: 3 clusters Score -536103.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -536124.500000 Penalty: 4211.664551
	Iteration 20F: 3 clusters Score -536124.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -536140.062500 Penalty: 4211.664551
	Iteration 21Q: 3 clusters Score -536140.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -536154.125000 Penalty: 4211.664551
	Iteration 22Q: 3 clusters Score -536154.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -536160.250000 Penalty: 4211.664551
	Iteration 23Q: 3 clusters Score -536160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -536164.875000 Penalty: 4211.664551
	Iteration 24Q: 3 clusters Score -536164.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -536170.312500 Penalty: 4211.664551
	Iteration 25Q: 3 clusters Score -536170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -536177.375000 Penalty: 4211.664551
	Iteration 26Q: 3 clusters Score -536177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -536185.812500 Penalty: 4211.664551
	Iteration 27Q: 3 clusters Score -536185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -536193.312500 Penalty: 4211.664551
	Iteration 28Q: 3 clusters Score -536193.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -536208.062500 Penalty: 4211.664551
	Iteration 29Q: 3 clusters Score -536208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -536219.562500 Penalty: 4211.664551
	Iteration 30Q: 3 clusters Score -536219.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -536232.562500 Penalty: 4211.664551
	Iteration 31Q: 3 clusters Score -536232.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -536245.062500 Penalty: 4211.664551
	Iteration 32Q: 3 clusters Score -536245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -536252.000000 Penalty: 4211.664551
	Iteration 33Q: 3 clusters Score -536252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -536258.750000 Penalty: 4211.664551
	Iteration 34Q: 3 clusters Score -536258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -536262.812500 Penalty: 4211.664551
	Iteration 35Q: 3 clusters Score -536262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -536266.125000 Penalty: 4211.664551
	Iteration 36Q: 3 clusters Score -536266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -536268.500000 Penalty: 4211.664551
	Iteration 37Q: 3 clusters Score -536268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -536268.062500 Penalty: 4211.664551
	Iteration 38Q: 3 clusters Score -536268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -536268.062500 Penalty: 4211.664551
	Iteration 39F: 3 clusters Score -536268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Entering Unmasked Estep 
Score: -1851595.125000 Penalty: 2407.860352
	Iteration 0F: 2 clusters Score -1851595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1839719.625000 Penalty: 4815.720703
	Iteration 0F: 3 clusters Score -1839720 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1843747.000000 Penalty: 4815.720703
	Iteration 1F: 3 clusters Score -1843747 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1844282.875000 Penalty: 4815.720703
	Iteration 2F: 3 clusters Score -1844283 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1844717.250000 Penalty: 4815.720703
	Iteration 3F: 3 clusters Score -1844717 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1845082.375000 Penalty: 4815.720703
	Iteration 4Q: 3 clusters Score -1845082 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1845442.625000 Penalty: 4815.720703
	Iteration 5Q: 3 clusters Score -1845443 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1845851.000000 Penalty: 4815.720703
	Iteration 6Q: 3 clusters Score -1845851 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1846309.375000 Penalty: 4815.720703
	Iteration 7Q: 3 clusters Score -1846309 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1846859.875000 Penalty: 4815.720703
	Iteration 8Q: 3 clusters Score -1846860 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1847386.000000 Penalty: 4815.720703
	Iteration 9Q: 3 clusters Score -1847386 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1847808.125000 Penalty: 4815.720703
	Iteration 10Q: 3 clusters Score -1847808 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1848183.750000 Penalty: 4815.720703
	Iteration 11Q: 3 clusters Score -1848184 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1848475.375000 Penalty: 4815.720703
	Iteration 12Q: 3 clusters Score -1848475 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1848674.375000 Penalty: 4815.720703
	Iteration 13Q: 3 clusters Score -1848674 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1848803.375000 Penalty: 4815.720703
	Iteration 14Q: 3 clusters Score -1848803 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1848861.125000 Penalty: 4815.720703
	Iteration 15Q: 3 clusters Score -1848861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1848920.375000 Penalty: 4815.720703
	Iteration 16Q: 3 clusters Score -1848920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1848954.250000 Penalty: 4815.720703
	Iteration 17Q: 3 clusters Score -1848954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1848978.000000 Penalty: 4815.720703
	Iteration 18Q: 3 clusters Score -1848978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1849011.250000 Penalty: 4815.720703
	Iteration 19Q: 3 clusters Score -1849011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1849028.500000 Penalty: 4815.720703
	Iteration 20F: 3 clusters Score -1849028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1849046.625000 Penalty: 4815.720703
	Iteration 21Q: 3 clusters Score -1849047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1849060.000000 Penalty: 4815.720703
	Iteration 22Q: 3 clusters Score -1849060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1849068.500000 Penalty: 4815.720703
	Iteration 23Q: 3 clusters Score -1849068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1849079.750000 Penalty: 4815.720703
	Iteration 24Q: 3 clusters Score -1849080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1849085.000000 Penalty: 4815.720703
	Iteration 25Q: 3 clusters Score -1849085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1849091.875000 Penalty: 4815.720703
	Iteration 26Q: 3 clusters Score -1849092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1849092.625000 Penalty: 4815.720703
	Iteration 27Q: 3 clusters Score -1849093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1849101.125000 Penalty: 4815.720703
	Iteration 28Q: 3 clusters Score -1849101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1849098.625000 Penalty: 4815.720703
	Iteration 29Q: 3 clusters Score -1849099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1849101.500000 Penalty: 4815.720703
	Iteration 30Q: 3 clusters Score -1849102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1849105.625000 Penalty: 4815.720703
	Iteration 31Q: 3 clusters Score -1849106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1849106.125000 Penalty: 4815.720703
	Iteration 32Q: 3 clusters Score -1849106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1849102.875000 Penalty: 4815.720703
	Iteration 33Q: 3 clusters Score -1849103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1849108.000000 Penalty: 4815.720703
	Iteration 34Q: 3 clusters Score -1849108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1849105.750000 Penalty: 4815.720703
	Iteration 35Q: 3 clusters Score -1849106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1849110.125000 Penalty: 4815.720703
	Iteration 36Q: 3 clusters Score -1849110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1849109.250000 Penalty: 4815.720703
	Iteration 37Q: 3 clusters Score -1849109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1849105.625000 Penalty: 4815.720703
	Iteration 38Q: 3 clusters Score -1849106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1849105.625000 Penalty: 4815.720703
	Iteration 39F: 3 clusters Score -1849106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -359339.218750 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -359339.2 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 1584 members 
Entering Unmasked Estep 
Score: -355943.687500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -355943.7 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -356589.843750 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -356589.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -356735.937500 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -356735.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -356809.500000 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -356809.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -356858.406250 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -356858.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -356902.656250 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -356902.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -356938.781250 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -356938.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -356961.093750 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -356961.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -356981.750000 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -356981.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -356997.000000 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -356997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -357011.625000 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -357011.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -357026.062500 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -357026.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -357037.625000 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -357037.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -357049.843750 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -357049.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -357065.031250 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -357065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -357082.156250 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -357082.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -357093.875000 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -357093.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -357107.187500 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -357107.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -357119.593750 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -357119.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -357126.406250 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -357126.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -357134.187500 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -357134.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -357141.093750 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -357141.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -357147.687500 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -357147.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -357151.687500 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -357151.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -357158.000000 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -357158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -357162.687500 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -357162.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -357166.875000 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -357166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -357171.312500 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -357171.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -357175.656250 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -357175.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -357179.875000 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -357179.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -357183.343750 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -357183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -357185.937500 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -357185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -357189.937500 Penalty: 3999.123047
	Iteration 32Q: 3 clusters Score -357189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -357193.531250 Penalty: 3999.123047
	Iteration 33Q: 3 clusters Score -357193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357198.218750 Penalty: 3999.123047
	Iteration 34Q: 3 clusters Score -357198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -357201.468750 Penalty: 3999.123047
	Iteration 35Q: 3 clusters Score -357201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -357203.906250 Penalty: 3999.123047
	Iteration 36Q: 3 clusters Score -357203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -357205.937500 Penalty: 3999.123047
	Iteration 37Q: 3 clusters Score -357205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -357207.281250 Penalty: 3999.123047
	Iteration 38Q: 3 clusters Score -357207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -357210.562500 Penalty: 3999.123047
	Iteration 39Q: 3 clusters Score -357210.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -357214.093750 Penalty: 3999.123047
	Iteration 40F: 3 clusters Score -357214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -357219.125000 Penalty: 3999.123047
	Iteration 41Q: 3 clusters Score -357219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -357223.250000 Penalty: 3999.123047
	Iteration 42Q: 3 clusters Score -357223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -357227.781250 Penalty: 3999.123047
	Iteration 43Q: 3 clusters Score -357227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -357231.312500 Penalty: 3999.123047
	Iteration 44Q: 3 clusters Score -357231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -357236.531250 Penalty: 3999.123047
	Iteration 45Q: 3 clusters Score -357236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -357240.562500 Penalty: 3999.123047
	Iteration 46Q: 3 clusters Score -357240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -357241.625000 Penalty: 3999.123047
	Iteration 47Q: 3 clusters Score -357241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -357242.750000 Penalty: 3999.123047
	Iteration 48Q: 3 clusters Score -357242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -357243.218750 Penalty: 3999.123047
	Iteration 49Q: 3 clusters Score -357243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -357243.218750 Penalty: 3999.123047
	Iteration 50F: 3 clusters Score -357243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Entering Unmasked Estep 
Score: -5710304.000000 Penalty: 2684.211182
	Iteration 0F: 2 clusters Score -5710304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5676423.500000 Penalty: 5368.422363
	Iteration 0F: 3 clusters Score -5676424 nChanged 23184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -5689298.500000 Penalty: 5368.422363
	Iteration 1F: 3 clusters Score -5689298 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5690036.000000 Penalty: 5368.422363
	Iteration 2Q: 3 clusters Score -5690036 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5691130.000000 Penalty: 5368.422363
	Iteration 3Q: 3 clusters Score -5691130 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5692612.500000 Penalty: 5368.422363
	Iteration 4F: 3 clusters Score -5692612 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -5694754.000000 Penalty: 5368.422363
	Iteration 5F: 3 clusters Score -5694754 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5697399.500000 Penalty: 5368.422363
	Iteration 6F: 3 clusters Score -5697400 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -5700312.000000 Penalty: 5368.422363
	Iteration 7F: 3 clusters Score -5700312 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5703079.000000 Penalty: 5368.422363
	Iteration 8F: 3 clusters Score -5703079 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5705242.500000 Penalty: 5368.422363
	Iteration 9Q: 3 clusters Score -5705242 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5706698.500000 Penalty: 5368.422363
	Iteration 10Q: 3 clusters Score -5706698 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5707530.000000 Penalty: 5368.422363
	Iteration 11Q: 3 clusters Score -5707530 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5707923.000000 Penalty: 5368.422363
	Iteration 12Q: 3 clusters Score -5707923 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5708106.000000 Penalty: 5368.422363
	Iteration 13Q: 3 clusters Score -5708106 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5708224.500000 Penalty: 5368.422363
	Iteration 14Q: 3 clusters Score -5708224 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -5708266.000000 Penalty: 5368.422363
	Iteration 15Q: 3 clusters Score -5708266 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5708306.500000 Penalty: 5368.422363
	Iteration 16Q: 3 clusters Score -5708306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5708322.000000 Penalty: 5368.422363
	Iteration 17Q: 3 clusters Score -5708322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5708356.500000 Penalty: 5368.422363
	Iteration 18Q: 3 clusters Score -5708356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5708377.000000 Penalty: 5368.422363
	Iteration 19Q: 3 clusters Score -5708377 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -5708383.000000 Penalty: 5368.422363
	Iteration 20F: 3 clusters Score -5708383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5708389.000000 Penalty: 5368.422363
	Iteration 21Q: 3 clusters Score -5708389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5708407.000000 Penalty: 5368.422363
	Iteration 22Q: 3 clusters Score -5708407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5708403.000000 Penalty: 5368.422363
	Iteration 23Q: 3 clusters Score -5708403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5708401.000000 Penalty: 5368.422363
	Iteration 24Q: 3 clusters Score -5708401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5708404.500000 Penalty: 5368.422363
	Iteration 25Q: 3 clusters Score -5708404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5708409.500000 Penalty: 5368.422363
	Iteration 26Q: 3 clusters Score -5708410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5708415.000000 Penalty: 5368.422363
	Iteration 27Q: 3 clusters Score -5708415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5708415.500000 Penalty: 5368.422363
	Iteration 28Q: 3 clusters Score -5708416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5708433.000000 Penalty: 5368.422363
	Iteration 29Q: 3 clusters Score -5708433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5708421.500000 Penalty: 5368.422363
	Iteration 30Q: 3 clusters Score -5708422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5708424.500000 Penalty: 5368.422363
	Iteration 31Q: 3 clusters Score -5708424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5708424.000000 Penalty: 5368.422363
	Iteration 32Q: 3 clusters Score -5708424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5708438.500000 Penalty: 5368.422363
	Iteration 33Q: 3 clusters Score -5708438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5708440.500000 Penalty: 5368.422363
	Iteration 34Q: 3 clusters Score -5708440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5708443.500000 Penalty: 5368.422363
	Iteration 35Q: 3 clusters Score -5708444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5708444.000000 Penalty: 5368.422363
	Iteration 36Q: 3 clusters Score -5708444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5708443.500000 Penalty: 5368.422363
	Iteration 37Q: 3 clusters Score -5708444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5708437.000000 Penalty: 5368.422363
	Iteration 38Q: 3 clusters Score -5708437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5708431.500000 Penalty: 5368.422363
	Iteration 39Q: 3 clusters Score -5708432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5708432.000000 Penalty: 5368.422363
	Iteration 40F: 3 clusters Score -5708432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5708431.500000 Penalty: 5368.422363
	Iteration 41Q: 3 clusters Score -5708432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5708435.000000 Penalty: 5368.422363
	Iteration 42Q: 3 clusters Score -5708435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5708430.500000 Penalty: 5368.422363
	Iteration 43Q: 3 clusters Score -5708430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5708427.500000 Penalty: 5368.422363
	Iteration 44Q: 3 clusters Score -5708428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5708427.500000 Penalty: 5368.422363
	Iteration 45Q: 3 clusters Score -5708428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5708427.500000 Penalty: 5368.422363
	Iteration 46Q: 3 clusters Score -5708428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5708433.000000 Penalty: 5368.422363
	Iteration 47Q: 3 clusters Score -5708433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5708435.500000 Penalty: 5368.422363
	Iteration 48Q: 3 clusters Score -5708436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5708432.500000 Penalty: 5368.422363
	Iteration 49Q: 3 clusters Score -5708432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5708433.500000 Penalty: 5368.422363
	Iteration 50Q: 3 clusters Score -5708434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -5708432.000000 Penalty: 5368.422363
	Iteration 51Q: 3 clusters Score -5708432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5708433.500000 Penalty: 5368.422363
	Iteration 52Q: 3 clusters Score -5708434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5708433.500000 Penalty: 5368.422363
	Iteration 53F: 3 clusters Score -5708434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Entering Unmasked Estep 
Score: -1360757.000000 Penalty: 2335.826416
	Iteration 0F: 2 clusters Score -1360757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1351641.125000 Penalty: 4671.652832
	Iteration 0F: 3 clusters Score -1351641 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1354463.750000 Penalty: 4671.652832
	Iteration 1F: 3 clusters Score -1354464 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1354815.625000 Penalty: 4671.652832
	Iteration 2F: 3 clusters Score -1354816 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1355138.500000 Penalty: 4671.652832
	Iteration 3F: 3 clusters Score -1355138 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1355432.125000 Penalty: 4671.652832
	Iteration 4Q: 3 clusters Score -1355432 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1355730.375000 Penalty: 4671.652832
	Iteration 5Q: 3 clusters Score -1355730 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1355968.250000 Penalty: 4671.652832
	Iteration 6Q: 3 clusters Score -1355968 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1356210.875000 Penalty: 4671.652832
	Iteration 7Q: 3 clusters Score -1356211 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1356442.000000 Penalty: 4671.652832
	Iteration 8Q: 3 clusters Score -1356442 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1356713.000000 Penalty: 4671.652832
	Iteration 9Q: 3 clusters Score -1356713 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1357027.125000 Penalty: 4671.652832
	Iteration 10Q: 3 clusters Score -1357027 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1357395.625000 Penalty: 4671.652832
	Iteration 11Q: 3 clusters Score -1357396 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1357780.250000 Penalty: 4671.652832
	Iteration 12Q: 3 clusters Score -1357780 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1358122.000000 Penalty: 4671.652832
	Iteration 13Q: 3 clusters Score -1358122 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1358424.000000 Penalty: 4671.652832
	Iteration 14Q: 3 clusters Score -1358424 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1358674.500000 Penalty: 4671.652832
	Iteration 15Q: 3 clusters Score -1358674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1358891.875000 Penalty: 4671.652832
	Iteration 16Q: 3 clusters Score -1358892 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1359057.875000 Penalty: 4671.652832
	Iteration 17Q: 3 clusters Score -1359058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1359178.625000 Penalty: 4671.652832
	Iteration 18Q: 3 clusters Score -1359179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1359275.000000 Penalty: 4671.652832
	Iteration 19Q: 3 clusters Score -1359275 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1359346.125000 Penalty: 4671.652832
	Iteration 20F: 3 clusters Score -1359346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1359404.000000 Penalty: 4671.652832
	Iteration 21Q: 3 clusters Score -1359404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1359458.500000 Penalty: 4671.652832
	Iteration 22Q: 3 clusters Score -1359458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1359507.625000 Penalty: 4671.652832
	Iteration 23Q: 3 clusters Score -1359508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1359549.625000 Penalty: 4671.652832
	Iteration 24Q: 3 clusters Score -1359550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1359583.625000 Penalty: 4671.652832
	Iteration 25Q: 3 clusters Score -1359584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1359604.000000 Penalty: 4671.652832
	Iteration 26Q: 3 clusters Score -1359604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1359618.500000 Penalty: 4671.652832
	Iteration 27Q: 3 clusters Score -1359618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1359640.500000 Penalty: 4671.652832
	Iteration 28Q: 3 clusters Score -1359640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1359649.000000 Penalty: 4671.652832
	Iteration 29Q: 3 clusters Score -1359649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1359660.500000 Penalty: 4671.652832
	Iteration 30Q: 3 clusters Score -1359660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1359666.000000 Penalty: 4671.652832
	Iteration 31Q: 3 clusters Score -1359666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1359677.625000 Penalty: 4671.652832
	Iteration 32Q: 3 clusters Score -1359678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1359681.250000 Penalty: 4671.652832
	Iteration 33Q: 3 clusters Score -1359681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1359684.000000 Penalty: 4671.652832
	Iteration 34Q: 3 clusters Score -1359684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1359688.500000 Penalty: 4671.652832
	Iteration 35Q: 3 clusters Score -1359688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1359690.750000 Penalty: 4671.652832
	Iteration 36Q: 3 clusters Score -1359691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1359692.375000 Penalty: 4671.652832
	Iteration 37Q: 3 clusters Score -1359692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1359693.500000 Penalty: 4671.652832
	Iteration 38Q: 3 clusters Score -1359694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1359698.250000 Penalty: 4671.652832
	Iteration 39Q: 3 clusters Score -1359698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1359699.500000 Penalty: 4671.652832
	Iteration 40F: 3 clusters Score -1359700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1359699.500000 Penalty: 4671.652832
	Iteration 41Q: 3 clusters Score -1359700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1359699.125000 Penalty: 4671.652832
	Iteration 42Q: 3 clusters Score -1359699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1359699.125000 Penalty: 4671.652832
	Iteration 43F: 3 clusters Score -1359699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -481448.562500 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -481448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -477003.531250 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -477003.5 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -478362.093750 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -478362.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -478805.343750 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -478805.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -479138.687500 Penalty: 4215.821777
	Iteration 3F: 3 clusters Score -479138.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -479432.437500 Penalty: 4215.821777
	Iteration 4F: 3 clusters Score -479432.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -479627.406250 Penalty: 4215.821777
	Iteration 5F: 3 clusters Score -479627.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -479757.156250 Penalty: 4215.821777
	Iteration 6Q: 3 clusters Score -479757.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -479870.812500 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -479870.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -479952.593750 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -479952.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -480022.937500 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -480022.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -480082.250000 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -480082.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -480134.843750 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -480134.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -480182.468750 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -480182.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -480219.468750 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -480219.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -480257.093750 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -480257.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -480284.093750 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -480284.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -480301.000000 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -480301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -480315.562500 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -480315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -480324.750000 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -480324.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -480328.531250 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -480328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -480331.468750 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -480331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -480332.718750 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -480332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -480335.000000 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -480335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -480335.437500 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -480335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -480337.250000 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -480337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -480337.593750 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -480337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -480339.125000 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -480339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -480340.531250 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -480340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -480340.343750 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -480340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -480341.343750 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -480341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -480341.343750 Penalty: 4215.821777
	Iteration 30F: 3 clusters Score -480341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -64070.121094 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -64070.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62427.578125 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -62427.58 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62743.832031 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -62743.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62942.050781 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -62942.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63101.824219 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -63101.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63156.105469 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -63156.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63202.277344 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -63202.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63245.859375 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -63245.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63266.640625 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -63266.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63293.273438 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -63293.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63351.683594 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -63351.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63414.054688 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -63414.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63489.082031 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -63489.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63575.039062 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -63575.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63626.417969 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -63626.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63680.710938 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -63680.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63703.722656 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -63703.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63706.300781 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -63706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63713.773438 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -63713.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63717.292969 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -63717.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63717.292969 Penalty: 3229.088135
	Iteration 19F: 3 clusters Score -63717.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -405596.531250 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -405596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -401857.968750 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -401858 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -402833.593750 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -402833.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -403143.312500 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -403143.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -403304.250000 Penalty: 4082.366455
	Iteration 3F: 3 clusters Score -403304.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -403442.250000 Penalty: 4082.366455
	Iteration 4F: 3 clusters Score -403442.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403536.406250 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -403536.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -403627.000000 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -403627 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -403692.875000 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -403692.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -403765.937500 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -403765.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -403836.843750 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -403836.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -403907.812500 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -403907.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -403953.968750 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -403954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -403993.281250 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -403993.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -404022.625000 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -404022.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -404045.093750 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -404045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -404063.343750 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -404063.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -404083.750000 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -404083.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -404107.468750 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -404107.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -404131.031250 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -404131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -404152.593750 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -404152.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -404167.750000 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -404167.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -404176.531250 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -404176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -404183.687500 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -404183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -404187.718750 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -404187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -404189.406250 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -404189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -404191.718750 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -404191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -404195.062500 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -404195.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -404200.250000 Penalty: 4082.366455
	Iteration 27Q: 3 clusters Score -404200.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -404208.156250 Penalty: 4082.366455
	Iteration 28Q: 3 clusters Score -404208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -404212.687500 Penalty: 4082.366455
	Iteration 29Q: 3 clusters Score -404212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -404214.156250 Penalty: 4082.366455
	Iteration 30Q: 3 clusters Score -404214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -404215.593750 Penalty: 4082.366455
	Iteration 31Q: 3 clusters Score -404215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -404219.218750 Penalty: 4082.366455
	Iteration 32Q: 3 clusters Score -404219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -404219.781250 Penalty: 4082.366455
	Iteration 33Q: 3 clusters Score -404219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -404220.781250 Penalty: 4082.366455
	Iteration 34Q: 3 clusters Score -404220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -404222.437500 Penalty: 4082.366455
	Iteration 35Q: 3 clusters Score -404222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -404222.218750 Penalty: 4082.366455
	Iteration 36Q: 3 clusters Score -404222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -404222.218750 Penalty: 4082.366455
	Iteration 37F: 3 clusters Score -404222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -1680658.000000 Penalty: 2387.236572
	Iteration 0F: 2 clusters Score -1680658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1669809.625000 Penalty: 4774.473145
	Iteration 0F: 3 clusters Score -1669810 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1673528.875000 Penalty: 4774.473145
	Iteration 1F: 3 clusters Score -1673529 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1674049.125000 Penalty: 4774.473145
	Iteration 2F: 3 clusters Score -1674049 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1674638.500000 Penalty: 4774.473145
	Iteration 3F: 3 clusters Score -1674638 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1675369.375000 Penalty: 4774.473145
	Iteration 4F: 3 clusters Score -1675369 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1676281.500000 Penalty: 4774.473145
	Iteration 5F: 3 clusters Score -1676282 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1677247.750000 Penalty: 4774.473145
	Iteration 6F: 3 clusters Score -1677248 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1677955.500000 Penalty: 4774.473145
	Iteration 7F: 3 clusters Score -1677956 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1678376.625000 Penalty: 4774.473145
	Iteration 8Q: 3 clusters Score -1678377 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1678671.500000 Penalty: 4774.473145
	Iteration 9Q: 3 clusters Score -1678672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1678905.875000 Penalty: 4774.473145
	Iteration 10Q: 3 clusters Score -1678906 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1679119.250000 Penalty: 4774.473145
	Iteration 11Q: 3 clusters Score -1679119 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1679310.625000 Penalty: 4774.473145
	Iteration 12Q: 3 clusters Score -1679311 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1679461.875000 Penalty: 4774.473145
	Iteration 13Q: 3 clusters Score -1679462 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1679582.875000 Penalty: 4774.473145
	Iteration 14Q: 3 clusters Score -1679583 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1679654.375000 Penalty: 4774.473145
	Iteration 15Q: 3 clusters Score -1679654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1679700.250000 Penalty: 4774.473145
	Iteration 16Q: 3 clusters Score -1679700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1679740.000000 Penalty: 4774.473145
	Iteration 17Q: 3 clusters Score -1679740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1679766.625000 Penalty: 4774.473145
	Iteration 18Q: 3 clusters Score -1679767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1679791.125000 Penalty: 4774.473145
	Iteration 19Q: 3 clusters Score -1679791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1679804.125000 Penalty: 4774.473145
	Iteration 20F: 3 clusters Score -1679804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1679808.375000 Penalty: 4774.473145
	Iteration 21Q: 3 clusters Score -1679808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1679813.625000 Penalty: 4774.473145
	Iteration 22Q: 3 clusters Score -1679814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1679817.250000 Penalty: 4774.473145
	Iteration 23Q: 3 clusters Score -1679817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1679819.375000 Penalty: 4774.473145
	Iteration 24Q: 3 clusters Score -1679819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1679826.375000 Penalty: 4774.473145
	Iteration 25Q: 3 clusters Score -1679826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1679830.125000 Penalty: 4774.473145
	Iteration 26Q: 3 clusters Score -1679830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1679831.625000 Penalty: 4774.473145
	Iteration 27Q: 3 clusters Score -1679832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1679835.125000 Penalty: 4774.473145
	Iteration 28Q: 3 clusters Score -1679835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1679837.750000 Penalty: 4774.473145
	Iteration 29Q: 3 clusters Score -1679838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1679837.125000 Penalty: 4774.473145
	Iteration 30Q: 3 clusters Score -1679837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1679837.125000 Penalty: 4774.473145
	Iteration 31F: 3 clusters Score -1679837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Entering Unmasked Estep 
Score: -4387914.500000 Penalty: 2625.472900
	Iteration 0F: 2 clusters Score -4387914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4360965.000000 Penalty: 5250.945801
	Iteration 0F: 3 clusters Score -4360965 nChanged 18145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4370708.000000 Penalty: 5250.945801
	Iteration 1F: 3 clusters Score -4370708 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4371097.500000 Penalty: 5250.945801
	Iteration 2Q: 3 clusters Score -4371098 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4371459.000000 Penalty: 5250.945801
	Iteration 3Q: 3 clusters Score -4371459 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4371793.000000 Penalty: 5250.945801
	Iteration 4Q: 3 clusters Score -4371793 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4372138.000000 Penalty: 5250.945801
	Iteration 5Q: 3 clusters Score -4372138 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4372577.000000 Penalty: 5250.945801
	Iteration 6Q: 3 clusters Score -4372577 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4373271.500000 Penalty: 5250.945801
	Iteration 7Q: 3 clusters Score -4373272 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4374246.500000 Penalty: 5250.945801
	Iteration 8Q: 3 clusters Score -4374246 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4375723.000000 Penalty: 5250.945801
	Iteration 9F: 3 clusters Score -4375723 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4377856.500000 Penalty: 5250.945801
	Iteration 10F: 3 clusters Score -4377856 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4380476.500000 Penalty: 5250.945801
	Iteration 11F: 3 clusters Score -4380476 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4382869.000000 Penalty: 5250.945801
	Iteration 12F: 3 clusters Score -4382869 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4384424.000000 Penalty: 5250.945801
	Iteration 13Q: 3 clusters Score -4384424 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4385127.500000 Penalty: 5250.945801
	Iteration 14Q: 3 clusters Score -4385128 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4385435.000000 Penalty: 5250.945801
	Iteration 15Q: 3 clusters Score -4385435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4385573.500000 Penalty: 5250.945801
	Iteration 16Q: 3 clusters Score -4385574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4385633.500000 Penalty: 5250.945801
	Iteration 17Q: 3 clusters Score -4385634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4385652.500000 Penalty: 5250.945801
	Iteration 18Q: 3 clusters Score -4385652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4385672.000000 Penalty: 5250.945801
	Iteration 19Q: 3 clusters Score -4385672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4385679.000000 Penalty: 5250.945801
	Iteration 20F: 3 clusters Score -4385679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4385688.000000 Penalty: 5250.945801
	Iteration 21Q: 3 clusters Score -4385688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4385688.000000 Penalty: 5250.945801
	Iteration 22Q: 3 clusters Score -4385688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4385698.500000 Penalty: 5250.945801
	Iteration 23Q: 3 clusters Score -4385698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4385711.000000 Penalty: 5250.945801
	Iteration 24Q: 3 clusters Score -4385711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4385714.000000 Penalty: 5250.945801
	Iteration 25Q: 3 clusters Score -4385714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4385722.000000 Penalty: 5250.945801
	Iteration 26Q: 3 clusters Score -4385722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4385718.000000 Penalty: 5250.945801
	Iteration 27Q: 3 clusters Score -4385718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4385720.500000 Penalty: 5250.945801
	Iteration 28Q: 3 clusters Score -4385720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4385720.500000 Penalty: 5250.945801
	Iteration 29F: 3 clusters Score -4385720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -417615.312500 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -417615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -413764.000000 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -413764 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -414649.250000 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -414649.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -414889.781250 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -414889.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -415030.500000 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -415030.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -415134.406250 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -415134.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -415201.843750 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -415201.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -415248.031250 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -415248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -415281.750000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -415281.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -415312.125000 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -415312.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -415342.156250 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -415342.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -415362.812500 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -415362.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -415378.500000 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -415378.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -415394.468750 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -415394.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -415410.593750 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -415410.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -415427.031250 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -415427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -415437.406250 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -415437.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -415446.718750 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -415446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -415451.937500 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -415451.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -415459.437500 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -415459.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -415464.125000 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -415464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -415468.812500 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -415468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -415474.281250 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -415474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -415474.500000 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -415474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -415476.500000 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -415476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -415479.156250 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -415479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -415482.125000 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -415482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -415484.062500 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -415484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -415487.000000 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -415487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -415492.562500 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -415492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -415496.062500 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -415496.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415503.781250 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -415503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -415508.375000 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -415508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415513.500000 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -415513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415518.218750 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -415518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415523.218750 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -415523.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -415526.656250 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -415526.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415528.968750 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -415529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -415532.093750 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -415532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -415533.625000 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -415533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -415536.906250 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -415536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -415540.906250 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -415540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -415543.531250 Penalty: 4091.919189
	Iteration 41Q: 3 clusters Score -415543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -415546.500000 Penalty: 4091.919189
	Iteration 42Q: 3 clusters Score -415546.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -415550.093750 Penalty: 4091.919189
	Iteration 43Q: 3 clusters Score -415550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -415552.406250 Penalty: 4091.919189
	Iteration 44Q: 3 clusters Score -415552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -415553.875000 Penalty: 4091.919189
	Iteration 45Q: 3 clusters Score -415553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -415555.906250 Penalty: 4091.919189
	Iteration 46Q: 3 clusters Score -415555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -415557.250000 Penalty: 4091.919189
	Iteration 47Q: 3 clusters Score -415557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -415557.250000 Penalty: 4091.919189
	Iteration 48F: 3 clusters Score -415557.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -127861.078125 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -127861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125783.218750 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -125783.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126081.000000 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -126081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126157.570312 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -126157.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126196.195312 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -126196.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126231.500000 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -126231.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126247.406250 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -126247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126262.851562 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -126262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126281.960938 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -126282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126335.398438 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -126335.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126387.367188 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -126387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126417.585938 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -126417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126439.437500 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -126439.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126474.320312 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -126474.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126505.125000 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -126505.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126516.437500 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -126516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126529.046875 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -126529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -126542.039062 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -126542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126554.828125 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -126554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126565.070312 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -126565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126571.585938 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -126571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126575.609375 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -126575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126578.296875 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -126578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126579.796875 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -126579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126581.625000 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -126581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126583.031250 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -126583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126585.148438 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -126585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126586.625000 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -126586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126589.164062 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -126589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -126591.195312 Penalty: 3498.578369
	Iteration 28Q: 3 clusters Score -126591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126591.898438 Penalty: 3498.578369
	Iteration 29Q: 3 clusters Score -126591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126594.703125 Penalty: 3498.578369
	Iteration 30Q: 3 clusters Score -126594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126597.085938 Penalty: 3498.578369
	Iteration 31Q: 3 clusters Score -126597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126601.320312 Penalty: 3498.578369
	Iteration 32Q: 3 clusters Score -126601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126603.179688 Penalty: 3498.578369
	Iteration 33Q: 3 clusters Score -126603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126610.390625 Penalty: 3498.578369
	Iteration 34Q: 3 clusters Score -126610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126612.085938 Penalty: 3498.578369
	Iteration 35Q: 3 clusters Score -126612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126614.445312 Penalty: 3498.578369
	Iteration 36Q: 3 clusters Score -126614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126616.484375 Penalty: 3498.578369
	Iteration 37Q: 3 clusters Score -126616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126623.171875 Penalty: 3498.578369
	Iteration 38Q: 3 clusters Score -126623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126626.414062 Penalty: 3498.578369
	Iteration 39Q: 3 clusters Score -126626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126626.414062 Penalty: 3498.578369
	Iteration 40F: 3 clusters Score -126626.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Entering Unmasked Estep 
Score: -1964173.625000 Penalty: 2419.251465
	Iteration 0F: 2 clusters Score -1964174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1951821.000000 Penalty: 4838.502930
	Iteration 0F: 3 clusters Score -1951821 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1955853.500000 Penalty: 4838.502930
	Iteration 1F: 3 clusters Score -1955854 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1956161.250000 Penalty: 4838.502930
	Iteration 2F: 3 clusters Score -1956161 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1956408.625000 Penalty: 4838.502930
	Iteration 3Q: 3 clusters Score -1956409 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1956606.375000 Penalty: 4838.502930
	Iteration 4Q: 3 clusters Score -1956606 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1956791.250000 Penalty: 4838.502930
	Iteration 5Q: 3 clusters Score -1956791 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1956990.375000 Penalty: 4838.502930
	Iteration 6Q: 3 clusters Score -1956990 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1957213.000000 Penalty: 4838.502930
	Iteration 7Q: 3 clusters Score -1957213 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1957500.375000 Penalty: 4838.502930
	Iteration 8Q: 3 clusters Score -1957500 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1957886.875000 Penalty: 4838.502930
	Iteration 9Q: 3 clusters Score -1957887 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1958374.125000 Penalty: 4838.502930
	Iteration 10Q: 3 clusters Score -1958374 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1958914.500000 Penalty: 4838.502930
	Iteration 11Q: 3 clusters Score -1958914 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1959533.750000 Penalty: 4838.502930
	Iteration 12Q: 3 clusters Score -1959534 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1960130.625000 Penalty: 4838.502930
	Iteration 13Q: 3 clusters Score -1960131 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1960669.500000 Penalty: 4838.502930
	Iteration 14Q: 3 clusters Score -1960670 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1961066.500000 Penalty: 4838.502930
	Iteration 15Q: 3 clusters Score -1961066 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1961316.125000 Penalty: 4838.502930
	Iteration 16Q: 3 clusters Score -1961316 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1961447.500000 Penalty: 4838.502930
	Iteration 17Q: 3 clusters Score -1961448 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1961500.375000 Penalty: 4838.502930
	Iteration 18Q: 3 clusters Score -1961500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1961546.000000 Penalty: 4838.502930
	Iteration 19Q: 3 clusters Score -1961546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1961588.500000 Penalty: 4838.502930
	Iteration 20F: 3 clusters Score -1961588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1961622.750000 Penalty: 4838.502930
	Iteration 21Q: 3 clusters Score -1961623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1961645.875000 Penalty: 4838.502930
	Iteration 22Q: 3 clusters Score -1961646 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1961659.625000 Penalty: 4838.502930
	Iteration 23Q: 3 clusters Score -1961660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1961679.250000 Penalty: 4838.502930
	Iteration 24Q: 3 clusters Score -1961679 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1961693.625000 Penalty: 4838.502930
	Iteration 25Q: 3 clusters Score -1961694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1961715.750000 Penalty: 4838.502930
	Iteration 26Q: 3 clusters Score -1961716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1961734.125000 Penalty: 4838.502930
	Iteration 27Q: 3 clusters Score -1961734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1961747.875000 Penalty: 4838.502930
	Iteration 28Q: 3 clusters Score -1961748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1961758.125000 Penalty: 4838.502930
	Iteration 29Q: 3 clusters Score -1961758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1961767.875000 Penalty: 4838.502930
	Iteration 30Q: 3 clusters Score -1961768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1961772.875000 Penalty: 4838.502930
	Iteration 31Q: 3 clusters Score -1961773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1961778.625000 Penalty: 4838.502930
	Iteration 32Q: 3 clusters Score -1961779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1961796.000000 Penalty: 4838.502930
	Iteration 33Q: 3 clusters Score -1961796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1961802.625000 Penalty: 4838.502930
	Iteration 34Q: 3 clusters Score -1961803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1961805.375000 Penalty: 4838.502930
	Iteration 35Q: 3 clusters Score -1961805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1961815.500000 Penalty: 4838.502930
	Iteration 36Q: 3 clusters Score -1961816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1961819.000000 Penalty: 4838.502930
	Iteration 37Q: 3 clusters Score -1961819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1961830.625000 Penalty: 4838.502930
	Iteration 38Q: 3 clusters Score -1961831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1961842.375000 Penalty: 4838.502930
	Iteration 39Q: 3 clusters Score -1961842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1961847.000000 Penalty: 4838.502930
	Iteration 40F: 3 clusters Score -1961847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1961849.750000 Penalty: 4838.502930
	Iteration 41Q: 3 clusters Score -1961850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1961853.750000 Penalty: 4838.502930
	Iteration 42Q: 3 clusters Score -1961854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1961859.250000 Penalty: 4838.502930
	Iteration 43Q: 3 clusters Score -1961859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1961859.125000 Penalty: 4838.502930
	Iteration 44Q: 3 clusters Score -1961859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1961863.875000 Penalty: 4838.502930
	Iteration 45Q: 3 clusters Score -1961864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1961862.125000 Penalty: 4838.502930
	Iteration 46Q: 3 clusters Score -1961862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1961865.625000 Penalty: 4838.502930
	Iteration 47Q: 3 clusters Score -1961866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1961866.125000 Penalty: 4838.502930
	Iteration 48Q: 3 clusters Score -1961866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1961870.500000 Penalty: 4838.502930
	Iteration 49Q: 3 clusters Score -1961870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1961872.375000 Penalty: 4838.502930
	Iteration 50Q: 3 clusters Score -1961872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1961883.625000 Penalty: 4838.502930
	Iteration 51Q: 3 clusters Score -1961884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1961880.875000 Penalty: 4838.502930
	Iteration 52Q: 3 clusters Score -1961881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1961879.625000 Penalty: 4838.502930
	Iteration 53Q: 3 clusters Score -1961880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1961884.125000 Penalty: 4838.502930
	Iteration 54Q: 3 clusters Score -1961884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1961883.250000 Penalty: 4838.502930
	Iteration 55Q: 3 clusters Score -1961883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1961880.875000 Penalty: 4838.502930
	Iteration 56Q: 3 clusters Score -1961881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1961882.250000 Penalty: 4838.502930
	Iteration 57Q: 3 clusters Score -1961882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1961886.625000 Penalty: 4838.502930
	Iteration 58Q: 3 clusters Score -1961887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1961885.375000 Penalty: 4838.502930
	Iteration 59Q: 3 clusters Score -1961885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1961885.375000 Penalty: 4838.502930
	Iteration 60F: 3 clusters Score -1961885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -139814.531250 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -139814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137651.875000 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -137651.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138046.875000 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -138046.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138195.531250 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -138195.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -138313.468750 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -138313.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138384.390625 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -138384.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138470.281250 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -138470.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -138557.828125 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -138557.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138648.703125 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -138648.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -138711.500000 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -138711.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -138762.437500 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -138762.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -138808.656250 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -138808.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -138844.296875 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -138844.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -138874.812500 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -138874.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -138896.453125 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -138896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -138908.125000 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -138908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -138915.625000 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -138915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -138920.531250 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -138920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -138929.640625 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -138929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -138933.343750 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -138933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -138934.296875 Penalty: 3578.029053
	Iteration 19Q: 3 clusters Score -138934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -138935.984375 Penalty: 3578.029053
	Iteration 20F: 3 clusters Score -138936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -138937.750000 Penalty: 3578.029053
	Iteration 21Q: 3 clusters Score -138937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -138942.109375 Penalty: 3578.029053
	Iteration 22Q: 3 clusters Score -138942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -138946.828125 Penalty: 3578.029053
	Iteration 23Q: 3 clusters Score -138946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -138946.828125 Penalty: 3578.029053
	Iteration 24F: 3 clusters Score -138946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (113628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Entering Unmasked Estep 
Score: -12892092.000000 Penalty: 2886.889893
	Iteration 0F: 2 clusters Score -1.289209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -12816056.000000 Penalty: 5773.779785
	Iteration 0F: 3 clusters Score -1.281606e+07 nChanged 53734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -12846645.000000 Penalty: 5773.779785
	Iteration 1F: 3 clusters Score -1.284664e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -12847453.000000 Penalty: 5773.779785
	Iteration 2Q: 3 clusters Score -1.284745e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -12848515.000000 Penalty: 5773.779785
	Iteration 3Q: 3 clusters Score -1.284852e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -12849984.000000 Penalty: 5773.779785
	Iteration 4Q: 3 clusters Score -1.284998e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -12852236.000000 Penalty: 5773.779785
	Iteration 5Q: 3 clusters Score -1.285224e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -12855481.000000 Penalty: 5773.779785
	Iteration 6F: 3 clusters Score -1.285548e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -12860401.000000 Penalty: 5773.779785
	Iteration 7F: 3 clusters Score -1.28604e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -12866695.000000 Penalty: 5773.779785
	Iteration 8F: 3 clusters Score -1.28667e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -12873069.000000 Penalty: 5773.779785
	Iteration 9F: 3 clusters Score -1.287307e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -12877384.000000 Penalty: 5773.779785
	Iteration 10F: 3 clusters Score -1.287738e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -12879504.000000 Penalty: 5773.779785
	Iteration 11Q: 3 clusters Score -1.28795e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -12880728.000000 Penalty: 5773.779785
	Iteration 12Q: 3 clusters Score -1.288073e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -12881788.000000 Penalty: 5773.779785
	Iteration 13Q: 3 clusters Score -1.288179e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -12883092.000000 Penalty: 5773.779785
	Iteration 14Q: 3 clusters Score -1.288309e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -12884478.000000 Penalty: 5773.779785
	Iteration 15Q: 3 clusters Score -1.288448e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -12885957.000000 Penalty: 5773.779785
	Iteration 16Q: 3 clusters Score -1.288596e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -12887368.000000 Penalty: 5773.779785
	Iteration 17Q: 3 clusters Score -1.288737e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -12888588.000000 Penalty: 5773.779785
	Iteration 18Q: 3 clusters Score -1.288859e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -12889560.000000 Penalty: 5773.779785
	Iteration 19Q: 3 clusters Score -1.288956e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -12890209.000000 Penalty: 5773.779785
	Iteration 20F: 3 clusters Score -1.289021e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -12890701.000000 Penalty: 5773.779785
	Iteration 21Q: 3 clusters Score -1.28907e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -12890977.000000 Penalty: 5773.779785
	Iteration 22Q: 3 clusters Score -1.289098e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -12891131.000000 Penalty: 5773.779785
	Iteration 23Q: 3 clusters Score -1.289113e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -12891246.000000 Penalty: 5773.779785
	Iteration 24Q: 3 clusters Score -1.289125e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -12891320.000000 Penalty: 5773.779785
	Iteration 25Q: 3 clusters Score -1.289132e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -12891399.000000 Penalty: 5773.779785
	Iteration 26Q: 3 clusters Score -1.28914e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -12891455.000000 Penalty: 5773.779785
	Iteration 27Q: 3 clusters Score -1.289146e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -12891546.000000 Penalty: 5773.779785
	Iteration 28Q: 3 clusters Score -1.289155e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -12891578.000000 Penalty: 5773.779785
	Iteration 29Q: 3 clusters Score -1.289158e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -12891597.000000 Penalty: 5773.779785
	Iteration 30Q: 3 clusters Score -1.28916e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -12891637.000000 Penalty: 5773.779785
	Iteration 31Q: 3 clusters Score -1.289164e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -12891653.000000 Penalty: 5773.779785
	Iteration 32Q: 3 clusters Score -1.289165e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -12891701.000000 Penalty: 5773.779785
	Iteration 33Q: 3 clusters Score -1.28917e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -12891689.000000 Penalty: 5773.779785
	Iteration 34Q: 3 clusters Score -1.289169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -12891719.000000 Penalty: 5773.779785
	Iteration 35Q: 3 clusters Score -1.289172e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -12891748.000000 Penalty: 5773.779785
	Iteration 36Q: 3 clusters Score -1.289175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -12891770.000000 Penalty: 5773.779785
	Iteration 37Q: 3 clusters Score -1.289177e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -12891748.000000 Penalty: 5773.779785
	Iteration 38Q: 3 clusters Score -1.289175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -12891748.000000 Penalty: 5773.779785
	Iteration 39Q: 3 clusters Score -1.289175e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -12891765.000000 Penalty: 5773.779785
	Iteration 40F: 3 clusters Score -1.289176e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -12891775.000000 Penalty: 5773.779785
	Iteration 41Q: 3 clusters Score -1.289178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -12891789.000000 Penalty: 5773.779785
	Iteration 42Q: 3 clusters Score -1.289179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -12891797.000000 Penalty: 5773.779785
	Iteration 43Q: 3 clusters Score -1.28918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -12891821.000000 Penalty: 5773.779785
	Iteration 44Q: 3 clusters Score -1.289182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -12891822.000000 Penalty: 5773.779785
	Iteration 45Q: 3 clusters Score -1.289182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -12891809.000000 Penalty: 5773.779785
	Iteration 46Q: 3 clusters Score -1.289181e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -12891821.000000 Penalty: 5773.779785
	Iteration 47Q: 3 clusters Score -1.289182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -12891816.000000 Penalty: 5773.779785
	Iteration 48Q: 3 clusters Score -1.289182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -12891840.000000 Penalty: 5773.779785
	Iteration 49Q: 3 clusters Score -1.289184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -12891836.000000 Penalty: 5773.779785
	Iteration 50Q: 3 clusters Score -1.289184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -12891829.000000 Penalty: 5773.779785
	Iteration 51Q: 3 clusters Score -1.289183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12891821.000000 Penalty: 5773.779785
	Iteration 52Q: 3 clusters Score -1.289182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -12891819.000000 Penalty: 5773.779785
	Iteration 53Q: 3 clusters Score -1.289182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -12891807.000000 Penalty: 5773.779785
	Iteration 54Q: 3 clusters Score -1.289181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -12891803.000000 Penalty: 5773.779785
	Iteration 55Q: 3 clusters Score -1.28918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -12891799.000000 Penalty: 5773.779785
	Iteration 56Q: 3 clusters Score -1.28918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -12891813.000000 Penalty: 5773.779785
	Iteration 57Q: 3 clusters Score -1.289181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -12891804.000000 Penalty: 5773.779785
	Iteration 58Q: 3 clusters Score -1.28918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -12891807.000000 Penalty: 5773.779785
	Iteration 59Q: 3 clusters Score -1.289181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -12891803.000000 Penalty: 5773.779785
	Iteration 60F: 3 clusters Score -1.28918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -12891795.000000 Penalty: 5773.779785
	Iteration 61Q: 3 clusters Score -1.28918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -12891797.000000 Penalty: 5773.779785
	Iteration 62Q: 3 clusters Score -1.28918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -12891801.000000 Penalty: 5773.779785
	Iteration 63Q: 3 clusters Score -1.28918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -12891799.000000 Penalty: 5773.779785
	Iteration 64Q: 3 clusters Score -1.28918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -12891796.000000 Penalty: 5773.779785
	Iteration 65Q: 3 clusters Score -1.28918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -12891797.000000 Penalty: 5773.779785
	Iteration 66Q: 3 clusters Score -1.28918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -12891798.000000 Penalty: 5773.779785
	Iteration 67Q: 3 clusters Score -1.28918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -12891802.000000 Penalty: 5773.779785
	Iteration 68Q: 3 clusters Score -1.28918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -12891796.000000 Penalty: 5773.779785
	Iteration 69Q: 3 clusters Score -1.28918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -12891799.000000 Penalty: 5773.779785
	Iteration 70Q: 3 clusters Score -1.28918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -12891799.000000 Penalty: 5773.779785
	Iteration 71F: 3 clusters Score -1.28918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -802454.187500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -802454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -796548.562500 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -796548.6 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -798045.625000 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -798045.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -798324.875000 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -798324.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -798501.875000 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -798501.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -798622.812500 Penalty: 4406.147949
	Iteration 4Q: 3 clusters Score -798622.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -798703.375000 Penalty: 4406.147949
	Iteration 5Q: 3 clusters Score -798703.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -798776.187500 Penalty: 4406.147949
	Iteration 6Q: 3 clusters Score -798776.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -798846.875000 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -798846.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -798900.062500 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -798900.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -798959.750000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -798959.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -799026.250000 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -799026.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -799094.375000 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -799094.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -799172.250000 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -799172.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -799255.625000 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -799255.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -799333.812500 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -799333.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -799404.562500 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -799404.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -799461.000000 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -799461 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -799535.750000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -799535.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -799594.250000 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -799594.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -799653.875000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -799653.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -799723.500000 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -799723.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -799790.500000 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -799790.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -799864.625000 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -799864.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -799956.437500 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -799956.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -800069.187500 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -800069.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -800164.875000 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -800164.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -800250.312500 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -800250.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -800323.937500 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -800323.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -800379.000000 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -800379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -800414.375000 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -800414.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -800442.375000 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -800442.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -800457.125000 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -800457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -800469.125000 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -800469.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -800484.625000 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -800484.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -800494.187500 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -800494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -800511.687500 Penalty: 4406.147949
	Iteration 35Q: 3 clusters Score -800511.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -800528.000000 Penalty: 4406.147949
	Iteration 36Q: 3 clusters Score -800528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -800540.437500 Penalty: 4406.147949
	Iteration 37Q: 3 clusters Score -800540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -800546.750000 Penalty: 4406.147949
	Iteration 38Q: 3 clusters Score -800546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -800550.000000 Penalty: 4406.147949
	Iteration 39Q: 3 clusters Score -800550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -800552.812500 Penalty: 4406.147949
	Iteration 40F: 3 clusters Score -800552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -800553.437500 Penalty: 4406.147949
	Iteration 41Q: 3 clusters Score -800553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -800554.562500 Penalty: 4406.147949
	Iteration 42Q: 3 clusters Score -800554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -800559.875000 Penalty: 4406.147949
	Iteration 43Q: 3 clusters Score -800559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -800563.500000 Penalty: 4406.147949
	Iteration 44Q: 3 clusters Score -800563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -800565.687500 Penalty: 4406.147949
	Iteration 45Q: 3 clusters Score -800565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -800568.062500 Penalty: 4406.147949
	Iteration 46Q: 3 clusters Score -800568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -800571.562500 Penalty: 4406.147949
	Iteration 47Q: 3 clusters Score -800571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -800575.875000 Penalty: 4406.147949
	Iteration 48Q: 3 clusters Score -800575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -800575.312500 Penalty: 4406.147949
	Iteration 49Q: 3 clusters Score -800575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -800575.000000 Penalty: 4406.147949
	Iteration 50Q: 3 clusters Score -800575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -800575.000000 Penalty: 4406.147949
	Iteration 51F: 3 clusters Score -800575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -405321.500000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -405321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -401629.375000 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -401629.4 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -402429.718750 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -402429.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402618.531250 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -402618.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -402733.812500 Penalty: 4078.386475
	Iteration 3Q: 3 clusters Score -402733.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -402833.625000 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -402833.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402973.343750 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -402973.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -403133.562500 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -403133.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -403288.500000 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -403288.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -403529.218750 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -403529.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -403796.343750 Penalty: 4078.386475
	Iteration 9F: 3 clusters Score -403796.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -404045.437500 Penalty: 4078.386475
	Iteration 10F: 3 clusters Score -404045.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -404241.531250 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -404241.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -404420.187500 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -404420.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -404598.593750 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -404598.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -404722.906250 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -404722.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -404803.125000 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -404803.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -404846.218750 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -404846.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -404887.843750 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -404887.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -404932.468750 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -404932.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -404969.312500 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -404969.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -404996.437500 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -404996.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -405035.406250 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -405035.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405065.187500 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -405065.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -405091.343750 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -405091.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405121.218750 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -405121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -405133.531250 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -405133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -405148.000000 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -405148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -405167.187500 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -405167.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -405179.062500 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -405179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -405186.781250 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -405186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -405191.031250 Penalty: 4078.386475
	Iteration 30Q: 3 clusters Score -405191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -405194.187500 Penalty: 4078.386475
	Iteration 31Q: 3 clusters Score -405194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -405201.593750 Penalty: 4078.386475
	Iteration 32Q: 3 clusters Score -405201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -405208.156250 Penalty: 4078.386475
	Iteration 33Q: 3 clusters Score -405208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -405214.125000 Penalty: 4078.386475
	Iteration 34Q: 3 clusters Score -405214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -405219.562500 Penalty: 4078.386475
	Iteration 35Q: 3 clusters Score -405219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -405222.375000 Penalty: 4078.386475
	Iteration 36Q: 3 clusters Score -405222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -405224.218750 Penalty: 4078.386475
	Iteration 37Q: 3 clusters Score -405224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -405224.218750 Penalty: 4078.386475
	Iteration 38F: 3 clusters Score -405224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -39965.117188 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -39965.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38500.261719 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -38500.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38697.304688 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -38697.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38790.710938 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -38790.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38891.511719 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -38891.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39000.535156 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -39000.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39068.578125 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -39068.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39149.656250 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -39149.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39213.300781 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -39213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39296.808594 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -39296.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39349.160156 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -39349.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39367.765625 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -39367.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39377.312500 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -39377.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39382.144531 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -39382.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39382.144531 Penalty: 3019.040283
	Iteration 13F: 3 clusters Score -39382.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (79575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Entering Unmasked Estep 
Score: -9033780.000000 Penalty: 2798.544922
	Iteration 0F: 2 clusters Score -9033780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -8980371.000000 Penalty: 5597.089844
	Iteration 0F: 3 clusters Score -8980371 nChanged 37342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -9001377.000000 Penalty: 5597.089844
	Iteration 1F: 3 clusters Score -9001377 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -9001883.000000 Penalty: 5597.089844
	Iteration 2Q: 3 clusters Score -9001883 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9002390.000000 Penalty: 5597.089844
	Iteration 3Q: 3 clusters Score -9002390 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -9002889.000000 Penalty: 5597.089844
	Iteration 4Q: 3 clusters Score -9002889 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -9003467.000000 Penalty: 5597.089844
	Iteration 5Q: 3 clusters Score -9003467 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9004359.000000 Penalty: 5597.089844
	Iteration 6Q: 3 clusters Score -9004359 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -9005631.000000 Penalty: 5597.089844
	Iteration 7Q: 3 clusters Score -9005631 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -9008020.000000 Penalty: 5597.089844
	Iteration 8F: 3 clusters Score -9008020 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -9011952.000000 Penalty: 5597.089844
	Iteration 9F: 3 clusters Score -9011952 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -9017547.000000 Penalty: 5597.089844
	Iteration 10F: 3 clusters Score -9017547 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -9023432.000000 Penalty: 5597.089844
	Iteration 11F: 3 clusters Score -9023432 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -9027857.000000 Penalty: 5597.089844
	Iteration 12F: 3 clusters Score -9027857 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9030041.000000 Penalty: 5597.089844
	Iteration 13Q: 3 clusters Score -9030041 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9030759.000000 Penalty: 5597.089844
	Iteration 14Q: 3 clusters Score -9030759 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9031052.000000 Penalty: 5597.089844
	Iteration 15Q: 3 clusters Score -9031052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9031187.000000 Penalty: 5597.089844
	Iteration 16Q: 3 clusters Score -9031187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9031282.000000 Penalty: 5597.089844
	Iteration 17Q: 3 clusters Score -9031282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9031322.000000 Penalty: 5597.089844
	Iteration 18Q: 3 clusters Score -9031322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9031367.000000 Penalty: 5597.089844
	Iteration 19Q: 3 clusters Score -9031367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9031394.000000 Penalty: 5597.089844
	Iteration 20F: 3 clusters Score -9031394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9031396.000000 Penalty: 5597.089844
	Iteration 21Q: 3 clusters Score -9031396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9031410.000000 Penalty: 5597.089844
	Iteration 22Q: 3 clusters Score -9031410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9031414.000000 Penalty: 5597.089844
	Iteration 23Q: 3 clusters Score -9031414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9031415.000000 Penalty: 5597.089844
	Iteration 24Q: 3 clusters Score -9031415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9031416.000000 Penalty: 5597.089844
	Iteration 25Q: 3 clusters Score -9031416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9031425.000000 Penalty: 5597.089844
	Iteration 26Q: 3 clusters Score -9031425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9031422.000000 Penalty: 5597.089844
	Iteration 27Q: 3 clusters Score -9031422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9031427.000000 Penalty: 5597.089844
	Iteration 28Q: 3 clusters Score -9031427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9031426.000000 Penalty: 5597.089844
	Iteration 29Q: 3 clusters Score -9031426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9031424.000000 Penalty: 5597.089844
	Iteration 30Q: 3 clusters Score -9031424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9031425.000000 Penalty: 5597.089844
	Iteration 31Q: 3 clusters Score -9031425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9031427.000000 Penalty: 5597.089844
	Iteration 32Q: 3 clusters Score -9031427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9031424.000000 Penalty: 5597.089844
	Iteration 33Q: 3 clusters Score -9031424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9031430.000000 Penalty: 5597.089844
	Iteration 34Q: 3 clusters Score -9031430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9031429.000000 Penalty: 5597.089844
	Iteration 35Q: 3 clusters Score -9031429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9031420.000000 Penalty: 5597.089844
	Iteration 36Q: 3 clusters Score -9031420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9031420.000000 Penalty: 5597.089844
	Iteration 37F: 3 clusters Score -9031420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -299243.562500 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -299243.6 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 1521 members 
Entering Unmasked Estep 
Score: -295993.218750 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -295993.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -296759.500000 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -296759.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -296989.500000 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -296989.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -297211.031250 Penalty: 3974.946289
	Iteration 3F: 3 clusters Score -297211 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -297491.125000 Penalty: 3974.946289
	Iteration 4F: 3 clusters Score -297491.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -297830.781250 Penalty: 3974.946289
	Iteration 5F: 3 clusters Score -297830.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -298178.281250 Penalty: 3974.946289
	Iteration 6F: 3 clusters Score -298178.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -298412.375000 Penalty: 3974.946289
	Iteration 7F: 3 clusters Score -298412.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -298570.375000 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -298570.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -298662.062500 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -298662.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -298710.531250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -298710.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -298728.093750 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -298728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -298733.500000 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -298733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298734.750000 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -298734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -298735.500000 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -298735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298737.156250 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -298737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298738.125000 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -298738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -298740.093750 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -298740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -298742.375000 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -298742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298746.281250 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -298746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298746.468750 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -298746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Entering Unmasked Estep 
Score: -1816868.125000 Penalty: 2398.217285
	Iteration 0F: 2 clusters Score -1816868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1805408.500000 Penalty: 4796.434570
	Iteration 0F: 3 clusters Score -1805408 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1809038.125000 Penalty: 4796.434570
	Iteration 1F: 3 clusters Score -1809038 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1809357.375000 Penalty: 4796.434570
	Iteration 2F: 3 clusters Score -1809357 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1809592.375000 Penalty: 4796.434570
	Iteration 3Q: 3 clusters Score -1809592 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1809761.750000 Penalty: 4796.434570
	Iteration 4Q: 3 clusters Score -1809762 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1809906.375000 Penalty: 4796.434570
	Iteration 5Q: 3 clusters Score -1809906 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1810030.500000 Penalty: 4796.434570
	Iteration 6Q: 3 clusters Score -1810030 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1810166.250000 Penalty: 4796.434570
	Iteration 7Q: 3 clusters Score -1810166 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1810293.750000 Penalty: 4796.434570
	Iteration 8Q: 3 clusters Score -1810294 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1810462.250000 Penalty: 4796.434570
	Iteration 9Q: 3 clusters Score -1810462 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1810694.125000 Penalty: 4796.434570
	Iteration 10Q: 3 clusters Score -1810694 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1810971.750000 Penalty: 4796.434570
	Iteration 11Q: 3 clusters Score -1810972 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1811362.625000 Penalty: 4796.434570
	Iteration 12Q: 3 clusters Score -1811363 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1811839.750000 Penalty: 4796.434570
	Iteration 13Q: 3 clusters Score -1811840 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1812446.750000 Penalty: 4796.434570
	Iteration 14F: 3 clusters Score -1812447 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1813128.000000 Penalty: 4796.434570
	Iteration 15F: 3 clusters Score -1813128 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1813796.625000 Penalty: 4796.434570
	Iteration 16Q: 3 clusters Score -1813797 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1814245.500000 Penalty: 4796.434570
	Iteration 17Q: 3 clusters Score -1814246 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1814508.125000 Penalty: 4796.434570
	Iteration 18Q: 3 clusters Score -1814508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1814628.000000 Penalty: 4796.434570
	Iteration 19Q: 3 clusters Score -1814628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1814712.875000 Penalty: 4796.434570
	Iteration 20F: 3 clusters Score -1814713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1814765.125000 Penalty: 4796.434570
	Iteration 21Q: 3 clusters Score -1814765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1814814.500000 Penalty: 4796.434570
	Iteration 22Q: 3 clusters Score -1814814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1814846.625000 Penalty: 4796.434570
	Iteration 23Q: 3 clusters Score -1814847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1814861.250000 Penalty: 4796.434570
	Iteration 24Q: 3 clusters Score -1814861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1814871.750000 Penalty: 4796.434570
	Iteration 25Q: 3 clusters Score -1814872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1814877.125000 Penalty: 4796.434570
	Iteration 26Q: 3 clusters Score -1814877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1814882.500000 Penalty: 4796.434570
	Iteration 27Q: 3 clusters Score -1814882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1814889.625000 Penalty: 4796.434570
	Iteration 28Q: 3 clusters Score -1814890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1814896.750000 Penalty: 4796.434570
	Iteration 29Q: 3 clusters Score -1814897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1814913.000000 Penalty: 4796.434570
	Iteration 30Q: 3 clusters Score -1814913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1814919.625000 Penalty: 4796.434570
	Iteration 31Q: 3 clusters Score -1814920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1814925.375000 Penalty: 4796.434570
	Iteration 32Q: 3 clusters Score -1814925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1814931.000000 Penalty: 4796.434570
	Iteration 33Q: 3 clusters Score -1814931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1814931.750000 Penalty: 4796.434570
	Iteration 34Q: 3 clusters Score -1814932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1814934.125000 Penalty: 4796.434570
	Iteration 35Q: 3 clusters Score -1814934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1814938.375000 Penalty: 4796.434570
	Iteration 36Q: 3 clusters Score -1814938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1814937.875000 Penalty: 4796.434570
	Iteration 37Q: 3 clusters Score -1814938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1814939.250000 Penalty: 4796.434570
	Iteration 38Q: 3 clusters Score -1814939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1814939.250000 Penalty: 4796.434570
	Iteration 39Q: 3 clusters Score -1814939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1814939.250000 Penalty: 4796.434570
	Iteration 40F: 3 clusters Score -1814939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Entering Unmasked Estep 
Score: -2205948.000000 Penalty: 2444.853760
	Iteration 0F: 2 clusters Score -2205948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2192338.250000 Penalty: 4889.707520
	Iteration 0F: 3 clusters Score -2192338 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2196698.500000 Penalty: 4889.707520
	Iteration 1F: 3 clusters Score -2196698 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2197026.500000 Penalty: 4889.707520
	Iteration 2F: 3 clusters Score -2197026 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2197267.000000 Penalty: 4889.707520
	Iteration 3Q: 3 clusters Score -2197267 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2197461.750000 Penalty: 4889.707520
	Iteration 4Q: 3 clusters Score -2197462 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2197641.750000 Penalty: 4889.707520
	Iteration 5Q: 3 clusters Score -2197642 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2197850.500000 Penalty: 4889.707520
	Iteration 6Q: 3 clusters Score -2197850 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2198084.000000 Penalty: 4889.707520
	Iteration 7Q: 3 clusters Score -2198084 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2198348.500000 Penalty: 4889.707520
	Iteration 8Q: 3 clusters Score -2198348 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2198700.750000 Penalty: 4889.707520
	Iteration 9Q: 3 clusters Score -2198701 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2199207.250000 Penalty: 4889.707520
	Iteration 10Q: 3 clusters Score -2199207 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2199946.500000 Penalty: 4889.707520
	Iteration 11F: 3 clusters Score -2199946 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2200828.500000 Penalty: 4889.707520
	Iteration 12F: 3 clusters Score -2200828 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2201774.500000 Penalty: 4889.707520
	Iteration 13F: 3 clusters Score -2201774 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2202566.750000 Penalty: 4889.707520
	Iteration 14Q: 3 clusters Score -2202567 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2203091.000000 Penalty: 4889.707520
	Iteration 15Q: 3 clusters Score -2203091 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2203375.750000 Penalty: 4889.707520
	Iteration 16Q: 3 clusters Score -2203376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2203528.500000 Penalty: 4889.707520
	Iteration 17Q: 3 clusters Score -2203528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2203610.750000 Penalty: 4889.707520
	Iteration 18Q: 3 clusters Score -2203611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2203666.000000 Penalty: 4889.707520
	Iteration 19Q: 3 clusters Score -2203666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2203688.750000 Penalty: 4889.707520
	Iteration 20F: 3 clusters Score -2203689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2203702.500000 Penalty: 4889.707520
	Iteration 21Q: 3 clusters Score -2203702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2203709.250000 Penalty: 4889.707520
	Iteration 22Q: 3 clusters Score -2203709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2203722.000000 Penalty: 4889.707520
	Iteration 23Q: 3 clusters Score -2203722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2203739.500000 Penalty: 4889.707520
	Iteration 24Q: 3 clusters Score -2203740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2203750.750000 Penalty: 4889.707520
	Iteration 25Q: 3 clusters Score -2203751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2203759.750000 Penalty: 4889.707520
	Iteration 26Q: 3 clusters Score -2203760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2203764.750000 Penalty: 4889.707520
	Iteration 27Q: 3 clusters Score -2203765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2203765.750000 Penalty: 4889.707520
	Iteration 28Q: 3 clusters Score -2203766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2203767.250000 Penalty: 4889.707520
	Iteration 29Q: 3 clusters Score -2203767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2203767.250000 Penalty: 4889.707520
	Iteration 30F: 3 clusters Score -2203767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -42670.667969 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -42670.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41189.453125 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -41189.45 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41387.960938 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -41387.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41499.894531 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -41499.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41545.820312 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -41545.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41593.625000 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -41593.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41640.636719 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -41640.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41682.367188 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -41682.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41748.582031 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -41748.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41853.687500 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -41853.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41925.371094 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -41925.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41934.707031 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -41934.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41951.003906 Penalty: 3038.927246
	Iteration 11Q: 3 clusters Score -41951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41968.082031 Penalty: 3038.927246
	Iteration 12Q: 3 clusters Score -41968.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41980.769531 Penalty: 3038.927246
	Iteration 13Q: 3 clusters Score -41980.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41986.367188 Penalty: 3038.927246
	Iteration 14Q: 3 clusters Score -41986.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41991.257812 Penalty: 3038.927246
	Iteration 15Q: 3 clusters Score -41991.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42002.898438 Penalty: 3038.927246
	Iteration 16Q: 3 clusters Score -42002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42015.015625 Penalty: 3038.927246
	Iteration 17Q: 3 clusters Score -42015.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42034.511719 Penalty: 3038.927246
	Iteration 18Q: 3 clusters Score -42034.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42057.007812 Penalty: 3038.927246
	Iteration 19Q: 3 clusters Score -42057.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42071.253906 Penalty: 3038.927246
	Iteration 20F: 3 clusters Score -42071.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42073.484375 Penalty: 3038.927246
	Iteration 21Q: 3 clusters Score -42073.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42073.484375 Penalty: 3038.927246
	Iteration 22F: 3 clusters Score -42073.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -51309.429688 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -51309.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49793.332031 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -49793.33 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50015.464844 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -50015.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50101.039062 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -50101.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50148.707031 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -50148.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50179.503906 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -50179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50187.203125 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -50187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50187.203125 Penalty: 3089.341309
	Iteration 6F: 3 clusters Score -50187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -75164.140625 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -75164.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73420.343750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -73420.34 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73897.781250 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -73897.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74194.382812 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -74194.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74501.500000 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -74501.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74916.664062 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -74916.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75429.031250 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -75429.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75656.500000 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -75656.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75748.921875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -75748.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75894.875000 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -75894.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75955.242188 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -75955.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75976.023438 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -75976.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75991.453125 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -75991.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76007.414062 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -76007.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76017.023438 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -76017.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76021.500000 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -76021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76021.500000 Penalty: 3349.705322
	Iteration 15F: 3 clusters Score -76021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328559 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 39973 members 
Mstep: Class 5 contains 109665 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 39600 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 113628 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 79575 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 15839 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 2042 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 15374 members 
Mstep: Class 41 contains 366 members 
Mstep: Class 42 contains 428 members 
Entering Unmasked Estep 
Score: -110934888.000000 Penalty: 144037.250000
Splitting cluster 34 changes total score from -110935728.000000 to -110934888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -676445.187500 Penalty: 2161.171875
	Iteration 0F: 2 clusters Score -676445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -671247.812500 Penalty: 4322.343750
	Iteration 0F: 3 clusters Score -671247.8 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -672728.250000 Penalty: 4322.343750
	Iteration 1F: 3 clusters Score -672728.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -673315.062500 Penalty: 4322.343750
	Iteration 2F: 3 clusters Score -673315.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -673698.937500 Penalty: 4322.343750
	Iteration 3F: 3 clusters Score -673698.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -673954.875000 Penalty: 4322.343750
	Iteration 4F: 3 clusters Score -673954.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -674163.937500 Penalty: 4322.343750
	Iteration 5Q: 3 clusters Score -674163.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -674394.187500 Penalty: 4322.343750
	Iteration 6Q: 3 clusters Score -674394.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -674677.000000 Penalty: 4322.343750
	Iteration 7Q: 3 clusters Score -674677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -674910.000000 Penalty: 4322.343750
	Iteration 8Q: 3 clusters Score -674910 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -675104.312500 Penalty: 4322.343750
	Iteration 9Q: 3 clusters Score -675104.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -675271.187500 Penalty: 4322.343750
	Iteration 10Q: 3 clusters Score -675271.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -675386.125000 Penalty: 4322.343750
	Iteration 11Q: 3 clusters Score -675386.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -675487.187500 Penalty: 4322.343750
	Iteration 12Q: 3 clusters Score -675487.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -675563.625000 Penalty: 4322.343750
	Iteration 13Q: 3 clusters Score -675563.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -675640.562500 Penalty: 4322.343750
	Iteration 14Q: 3 clusters Score -675640.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -675698.875000 Penalty: 4322.343750
	Iteration 15Q: 3 clusters Score -675698.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -675767.625000 Penalty: 4322.343750
	Iteration 16Q: 3 clusters Score -675767.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -675810.312500 Penalty: 4322.343750
	Iteration 17Q: 3 clusters Score -675810.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -675848.062500 Penalty: 4322.343750
	Iteration 18Q: 3 clusters Score -675848.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -675880.000000 Penalty: 4322.343750
	Iteration 19Q: 3 clusters Score -675880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -675908.562500 Penalty: 4322.343750
	Iteration 20F: 3 clusters Score -675908.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -675928.875000 Penalty: 4322.343750
	Iteration 21Q: 3 clusters Score -675928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -675948.312500 Penalty: 4322.343750
	Iteration 22Q: 3 clusters Score -675948.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -675958.312500 Penalty: 4322.343750
	Iteration 23Q: 3 clusters Score -675958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -675968.125000 Penalty: 4322.343750
	Iteration 24Q: 3 clusters Score -675968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -675973.812500 Penalty: 4322.343750
	Iteration 25Q: 3 clusters Score -675973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -675977.437500 Penalty: 4322.343750
	Iteration 26Q: 3 clusters Score -675977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -675981.375000 Penalty: 4322.343750
	Iteration 27Q: 3 clusters Score -675981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -675981.875000 Penalty: 4322.343750
	Iteration 28Q: 3 clusters Score -675981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -675983.562500 Penalty: 4322.343750
	Iteration 29Q: 3 clusters Score -675983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -675983.250000 Penalty: 4322.343750
	Iteration 30Q: 3 clusters Score -675983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -675983.250000 Penalty: 4322.343750
	Iteration 31F: 3 clusters Score -675983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -33088.082031 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -33088.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31809.414062 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31809.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31946.789062 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31946.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31972.328125 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31972.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31989.660156 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31989.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31992.226562 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31992.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31992.226562 Penalty: 2895.514160
	Iteration 5F: 3 clusters Score -31992.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -15083.209961 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -15083.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13982.948242 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -13982.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14114.983398 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -14114.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14219.929688 Penalty: 2645.028564
	Iteration 2F: 3 clusters Score -14219.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14274.309570 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -14274.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14305.337891 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -14305.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14349.106445 Penalty: 2645.028564
	Iteration 5Q: 3 clusters Score -14349.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14352.336914 Penalty: 2645.028564
	Iteration 6Q: 3 clusters Score -14352.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14361.136719 Penalty: 2645.028564
	Iteration 7Q: 3 clusters Score -14361.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14365.189453 Penalty: 2645.028564
	Iteration 8Q: 3 clusters Score -14365.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14401.666992 Penalty: 2645.028564
	Iteration 9Q: 3 clusters Score -14401.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14455.831055 Penalty: 2645.028564
	Iteration 10Q: 3 clusters Score -14455.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14472.116211 Penalty: 2645.028564
	Iteration 11Q: 3 clusters Score -14472.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14553.603516 Penalty: 2645.028564
	Iteration 12Q: 3 clusters Score -14553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14579.077148 Penalty: 2645.028564
	Iteration 13Q: 3 clusters Score -14579.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14611.661133 Penalty: 2645.028564
	Iteration 14Q: 3 clusters Score -14611.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14626.637695 Penalty: 2645.028564
	Iteration 15Q: 3 clusters Score -14626.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14700.968750 Penalty: 2645.028564
	Iteration 16Q: 3 clusters Score -14700.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14704.465820 Penalty: 2645.028564
	Iteration 17Q: 3 clusters Score -14704.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14713.034180 Penalty: 2645.028564
	Iteration 18Q: 3 clusters Score -14713.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14713.034180 Penalty: 2645.028564
	Iteration 19F: 3 clusters Score -14713.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -220608.343750 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -220608.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217972.937500 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -217972.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -218431.234375 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -218431.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218573.234375 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -218573.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218670.718750 Penalty: 3780.355713
	Iteration 3F: 3 clusters Score -218670.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -218745.234375 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -218745.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -218812.078125 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -218812.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -218893.875000 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -218893.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -218990.515625 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -218990.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -219075.796875 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -219075.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219169.156250 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -219169.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -219274.750000 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -219274.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -219343.734375 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -219343.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -219378.562500 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -219378.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -219395.609375 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -219395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -219404.625000 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -219404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -219411.609375 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -219411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -219417.359375 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -219417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -219421.000000 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -219421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -219426.453125 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -219426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -219428.734375 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -219428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -219429.375000 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -219429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -219430.796875 Penalty: 3780.355713
	Iteration 21Q: 3 clusters Score -219430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -219432.937500 Penalty: 3780.355713
	Iteration 22Q: 3 clusters Score -219432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -219434.937500 Penalty: 3780.355713
	Iteration 23Q: 3 clusters Score -219434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -219434.937500 Penalty: 3780.355713
	Iteration 24F: 3 clusters Score -219434.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -30315.320312 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -30315.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29031.810547 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -29031.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29333.726562 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -29333.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29386.769531 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -29386.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29399.705078 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -29399.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29415.955078 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -29415.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29428.066406 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -29428.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29440.421875 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -29440.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29457.710938 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -29457.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29476.865234 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -29476.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29481.781250 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -29481.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29488.529297 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -29488.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29499.292969 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -29499.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29505.339844 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -29505.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29515.826172 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -29515.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29530.318359 Penalty: 2933.097656
	Iteration 14Q: 3 clusters Score -29530.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29557.894531 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -29557.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29598.857422 Penalty: 2933.097656
	Iteration 16Q: 3 clusters Score -29598.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29614.853516 Penalty: 2933.097656
	Iteration 17Q: 3 clusters Score -29614.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29616.769531 Penalty: 2933.097656
	Iteration 18Q: 3 clusters Score -29616.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29622.216797 Penalty: 2933.097656
	Iteration 19Q: 3 clusters Score -29622.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29626.644531 Penalty: 2933.097656
	Iteration 20F: 3 clusters Score -29626.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Entering Unmasked Estep 
Score: -1776521.375000 Penalty: 2390.827393
	Iteration 0F: 2 clusters Score -1776521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1765337.000000 Penalty: 4781.654785
	Iteration 0F: 3 clusters Score -1765337 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1768806.750000 Penalty: 4781.654785
	Iteration 1F: 3 clusters Score -1768807 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1769150.500000 Penalty: 4781.654785
	Iteration 2F: 3 clusters Score -1769150 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1769409.500000 Penalty: 4781.654785
	Iteration 3Q: 3 clusters Score -1769410 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1769640.125000 Penalty: 4781.654785
	Iteration 4Q: 3 clusters Score -1769640 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1769840.250000 Penalty: 4781.654785
	Iteration 5Q: 3 clusters Score -1769840 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1770011.500000 Penalty: 4781.654785
	Iteration 6Q: 3 clusters Score -1770012 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1770175.125000 Penalty: 4781.654785
	Iteration 7Q: 3 clusters Score -1770175 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1770345.250000 Penalty: 4781.654785
	Iteration 8Q: 3 clusters Score -1770345 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1770567.000000 Penalty: 4781.654785
	Iteration 9Q: 3 clusters Score -1770567 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1770876.750000 Penalty: 4781.654785
	Iteration 10Q: 3 clusters Score -1770877 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1771275.625000 Penalty: 4781.654785
	Iteration 11Q: 3 clusters Score -1771276 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1771757.250000 Penalty: 4781.654785
	Iteration 12Q: 3 clusters Score -1771757 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1772286.500000 Penalty: 4781.654785
	Iteration 13Q: 3 clusters Score -1772286 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1772790.125000 Penalty: 4781.654785
	Iteration 14Q: 3 clusters Score -1772790 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1773255.375000 Penalty: 4781.654785
	Iteration 15Q: 3 clusters Score -1773255 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1773627.375000 Penalty: 4781.654785
	Iteration 16Q: 3 clusters Score -1773627 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1773895.000000 Penalty: 4781.654785
	Iteration 17Q: 3 clusters Score -1773895 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1774066.000000 Penalty: 4781.654785
	Iteration 18Q: 3 clusters Score -1774066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1774173.750000 Penalty: 4781.654785
	Iteration 19Q: 3 clusters Score -1774174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1774255.375000 Penalty: 4781.654785
	Iteration 20F: 3 clusters Score -1774255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1774307.875000 Penalty: 4781.654785
	Iteration 21Q: 3 clusters Score -1774308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1774346.750000 Penalty: 4781.654785
	Iteration 22Q: 3 clusters Score -1774347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1774370.250000 Penalty: 4781.654785
	Iteration 23Q: 3 clusters Score -1774370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1774399.875000 Penalty: 4781.654785
	Iteration 24Q: 3 clusters Score -1774400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1774409.500000 Penalty: 4781.654785
	Iteration 25Q: 3 clusters Score -1774410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1774414.625000 Penalty: 4781.654785
	Iteration 26Q: 3 clusters Score -1774415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1774421.875000 Penalty: 4781.654785
	Iteration 27Q: 3 clusters Score -1774422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1774428.500000 Penalty: 4781.654785
	Iteration 28Q: 3 clusters Score -1774428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1774429.625000 Penalty: 4781.654785
	Iteration 29Q: 3 clusters Score -1774430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1774427.375000 Penalty: 4781.654785
	Iteration 30Q: 3 clusters Score -1774427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1774427.625000 Penalty: 4781.654785
	Iteration 31Q: 3 clusters Score -1774428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1774429.625000 Penalty: 4781.654785
	Iteration 32Q: 3 clusters Score -1774430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1774429.625000 Penalty: 4781.654785
	Iteration 33F: 3 clusters Score -1774430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -32420.142578 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -32420.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31067.662109 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -31067.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31218.726562 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -31218.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31272.802734 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -31272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31305.136719 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -31305.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31331.552734 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -31331.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31361.558594 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -31361.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31366.240234 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -31366.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31368.693359 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -31368.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31377.667969 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -31377.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31387.757812 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -31387.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31387.757812 Penalty: 2927.706055
	Iteration 10F: 3 clusters Score -31387.76 nChanged 0
--- Evaluating fit on full set of 3039103 points ---
Entering Unmasked Estep 
Score: -331983136.000000 Penalty: 151778.468750
22->42 Clusters: Score -331983136.000000, best is -332020096.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1013034 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 46151 members 
Mstep: Class 3 contains 45765 members 
Mstep: Class 4 contains 45949 members 
Mstep: Class 5 contains 45662 members 
Mstep: Class 6 contains 45846 members 
Mstep: Class 7 contains 46059 members 
Mstep: Class 8 contains 46088 members 
Mstep: Class 9 contains 46606 members 
Mstep: Class 10 contains 45847 members 
Mstep: Class 11 contains 46155 members 
Mstep: Class 12 contains 46334 members 
Mstep: Class 13 contains 46059 members 
Mstep: Class 14 contains 46454 members 
Mstep: Class 15 contains 45944 members 
Mstep: Class 16 contains 46201 members 
Mstep: Class 17 contains 46035 members 
Mstep: Class 18 contains 46013 members 
Mstep: Class 19 contains 46029 members 
Mstep: Class 20 contains 45976 members 
Mstep: Class 21 contains 46121 members 
Mstep: Class 22 contains 45703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 237.950592 but Gain 3429.453125
Score: -103645680.000000 Penalty: 72018.625000
Iteration 0F: 22 clusters Score -1.036457e+08 nChanged 963858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3507 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 43431 members 
Mstep: Class 5 contains 15241 members 
Mstep: Class 6 contains 21005 members 
Mstep: Class 7 contains 115588 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 67400 members 
Mstep: Class 10 contains 11035 members 
Mstep: Class 11 contains 91527 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 139669 members 
Mstep: Class 14 contains 54996 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 16482 members 
Mstep: Class 17 contains 70996 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 23726 members 
Mstep: Class 20 contains 93950 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 163818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108448032.000000 Penalty: 72018.625000
Iteration 1F: 22 clusters Score -1.08448e+08 nChanged 389307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3361 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 31625 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 109156 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 46851 members 
Mstep: Class 10 contains 11606 members 
Mstep: Class 11 contains 92991 members 
Mstep: Class 12 contains 5055 members 
Mstep: Class 13 contains 181794 members 
Mstep: Class 14 contains 33832 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 57711 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 17879 members 
Mstep: Class 20 contains 89585 members 
Mstep: Class 21 contains 16930 members 
Mstep: Class 22 contains 235056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2802.325439 but Gain 3429.460938
Score: -109284784.000000 Penalty: 68589.164062
Iteration 2F: 21 clusters Score -1.092848e+08 nChanged 274402
Entering Unmasked Mstep 
Mstep: Class 0 contains 3147 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 28618 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 88034 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 39909 members 
Mstep: Class 10 contains 21845 members 
Mstep: Class 11 contains 82477 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 209801 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 5758 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 46304 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 16836 members 
Mstep: Class 20 contains 71772 members 
Mstep: Class 21 contains 16259 members 
Mstep: Class 22 contains 277470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2343.526123 but Gain 3429.457031
Score: -109729504.000000 Penalty: 65159.707031
Iteration 3F: 20 clusters Score -1.097295e+08 nChanged 210966
Entering Unmasked Mstep 
Mstep: Class 0 contains 3001 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 7 contains 68050 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 40628 members 
Mstep: Class 10 contains 30838 members 
Mstep: Class 11 contains 73942 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 219779 members 
Mstep: Class 14 contains 23764 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 9312 members 
Mstep: Class 17 contains 37515 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 53535 members 
Mstep: Class 21 contains 15377 members 
Mstep: Class 22 contains 309812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110064648.000000 Penalty: 65159.707031
Iteration 4F: 20 clusters Score -1.100646e+08 nChanged 168886
Entering Unmasked Mstep 
Mstep: Class 0 contains 2859 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 18790 members 
Mstep: Class 7 contains 54310 members 
Mstep: Class 8 contains 15519 members 
Mstep: Class 9 contains 41492 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 66435 members 
Mstep: Class 12 contains 3229 members 
Mstep: Class 13 contains 211629 members 
Mstep: Class 14 contains 23230 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 16 contains 10255 members 
Mstep: Class 17 contains 26847 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 36055 members 
Mstep: Class 21 contains 12845 members 
Mstep: Class 22 contains 358530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110230000.000000 Penalty: 65159.707031
Iteration 5F: 20 clusters Score -1.1023e+08 nChanged 122489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2505 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 15577 members 
Mstep: Class 7 contains 49448 members 
Mstep: Class 8 contains 18129 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 61278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 209213 members 
Mstep: Class 14 contains 24695 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 11668 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 17326 members 
Mstep: Class 20 contains 25421 members 
Mstep: Class 21 contains 10569 members 
Mstep: Class 22 contains 382871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110318664.000000 Penalty: 65159.707031
Iteration 6F: 20 clusters Score -1.103187e+08 nChanged 81703
Entering Unmasked Mstep 
Mstep: Class 0 contains 2222 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 7 contains 48795 members 
Mstep: Class 8 contains 20737 members 
Mstep: Class 9 contains 40819 members 
Mstep: Class 10 contains 42138 members 
Mstep: Class 11 contains 58849 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 209500 members 
Mstep: Class 14 contains 27118 members 
Mstep: Class 15 contains 4212 members 
Mstep: Class 16 contains 12667 members 
Mstep: Class 17 contains 11490 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 17343 members 
Mstep: Class 20 contains 18634 members 
Mstep: Class 21 contains 9069 members 
Mstep: Class 22 contains 390486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110383160.000000 Penalty: 65159.707031
Iteration 7F: 20 clusters Score -1.103832e+08 nChanged 55871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1960 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 2043 members 
Mstep: Class 3 contains 11771 members 
Mstep: Class 7 contains 49333 members 
Mstep: Class 8 contains 23361 members 
Mstep: Class 9 contains 40151 members 
Mstep: Class 10 contains 44298 members 
Mstep: Class 11 contains 57654 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 208220 members 
Mstep: Class 14 contains 29629 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 13413 members 
Mstep: Class 17 contains 7932 members 
Mstep: Class 18 contains 2787 members 
Mstep: Class 19 contains 17425 members 
Mstep: Class 20 contains 13927 members 
Mstep: Class 21 contains 8124 members 
Mstep: Class 22 contains 393940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110436232.000000 Penalty: 65159.707031
Iteration 8F: 20 clusters Score -1.104362e+08 nChanged 40282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1442 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 7 contains 50105 members 
Mstep: Class 8 contains 25873 members 
Mstep: Class 9 contains 39504 members 
Mstep: Class 10 contains 45866 members 
Mstep: Class 11 contains 56803 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 205494 members 
Mstep: Class 14 contains 31975 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 14049 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 2917 members 
Mstep: Class 19 contains 17533 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 7578 members 
Mstep: Class 22 contains 396777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110486872.000000 Penalty: 65159.707031
Iteration 9Q: 20 clusters Score -1.104869e+08 nChanged 31443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1353 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 9661 members 
Mstep: Class 7 contains 51030 members 
Mstep: Class 8 contains 28062 members 
Mstep: Class 9 contains 38866 members 
Mstep: Class 10 contains 47016 members 
Mstep: Class 11 contains 56091 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 201826 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 3503 members 
Mstep: Class 16 contains 14582 members 
Mstep: Class 17 contains 5024 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 17609 members 
Mstep: Class 20 contains 8386 members 
Mstep: Class 21 contains 7404 members 
Mstep: Class 22 contains 399394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110506128.000000 Penalty: 65159.707031
Iteration 10Q: 20 clusters Score -1.105061e+08 nChanged 25814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1353 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 8984 members 
Mstep: Class 7 contains 52115 members 
Mstep: Class 8 contains 29857 members 
Mstep: Class 9 contains 38311 members 
Mstep: Class 10 contains 47685 members 
Mstep: Class 11 contains 55464 members 
Mstep: Class 12 contains 4725 members 
Mstep: Class 13 contains 197562 members 
Mstep: Class 14 contains 36482 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 17673 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 7284 members 
Mstep: Class 22 contains 402077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110517360.000000 Penalty: 65159.707031
Iteration 11Q: 20 clusters Score -1.105174e+08 nChanged 21682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1353 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 8588 members 
Mstep: Class 7 contains 53265 members 
Mstep: Class 8 contains 31321 members 
Mstep: Class 9 contains 37758 members 
Mstep: Class 10 contains 48023 members 
Mstep: Class 11 contains 54987 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 193354 members 
Mstep: Class 14 contains 38497 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 15496 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 17758 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 6980 members 
Mstep: Class 22 contains 404567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110525616.000000 Penalty: 65159.707031
Iteration 12Q: 20 clusters Score -1.105256e+08 nChanged 18892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1354 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 7 contains 54566 members 
Mstep: Class 8 contains 32500 members 
Mstep: Class 9 contains 37209 members 
Mstep: Class 10 contains 48085 members 
Mstep: Class 11 contains 54814 members 
Mstep: Class 12 contains 6093 members 
Mstep: Class 13 contains 189159 members 
Mstep: Class 14 contains 40293 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 15885 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 2264 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 6721 members 
Mstep: Class 22 contains 406694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110533608.000000 Penalty: 65159.707031
Iteration 13Q: 20 clusters Score -1.105336e+08 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 1151 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 7 contains 55991 members 
Mstep: Class 8 contains 33361 members 
Mstep: Class 9 contains 36732 members 
Mstep: Class 10 contains 47981 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 184767 members 
Mstep: Class 14 contains 41978 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 17980 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 408430 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 20 clusters Score -1.105402e+08 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 7963 members 
Mstep: Class 7 contains 57317 members 
Mstep: Class 8 contains 34076 members 
Mstep: Class 9 contains 36209 members 
Mstep: Class 10 contains 47755 members 
Mstep: Class 11 contains 55390 members 
Mstep: Class 12 contains 7322 members 
Mstep: Class 13 contains 180062 members 
Mstep: Class 14 contains 43611 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 16551 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 18085 members 
Mstep: Class 20 contains 7134 members 
Mstep: Class 21 contains 6345 members 
Mstep: Class 22 contains 409967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110546544.000000 Penalty: 65159.707031
Iteration 15Q: 20 clusters Score -1.105465e+08 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1356 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 7 contains 58768 members 
Mstep: Class 8 contains 34565 members 
Mstep: Class 9 contains 35731 members 
Mstep: Class 10 contains 47462 members 
Mstep: Class 11 contains 56036 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 13 contains 175041 members 
Mstep: Class 14 contains 45143 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 16822 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 18166 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 411377 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.105527e+08 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1357 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 7802 members 
Mstep: Class 7 contains 60247 members 
Mstep: Class 8 contains 34821 members 
Mstep: Class 9 contains 35330 members 
Mstep: Class 10 contains 47145 members 
Mstep: Class 11 contains 56815 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 169759 members 
Mstep: Class 14 contains 46569 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 17038 members 
Mstep: Class 17 contains 4947 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 18288 members 
Mstep: Class 20 contains 9727 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 412729 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.105582e+08 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 1359 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 7 contains 61732 members 
Mstep: Class 8 contains 34982 members 
Mstep: Class 9 contains 34913 members 
Mstep: Class 10 contains 46868 members 
Mstep: Class 11 contains 57651 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 164294 members 
Mstep: Class 14 contains 47962 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 17 contains 5243 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 18442 members 
Mstep: Class 20 contains 11468 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 413823 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.105638e+08 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1363 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 7 contains 63369 members 
Mstep: Class 8 contains 35066 members 
Mstep: Class 9 contains 34476 members 
Mstep: Class 10 contains 46548 members 
Mstep: Class 11 contains 58534 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 13 contains 158727 members 
Mstep: Class 14 contains 49285 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 16 contains 17410 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 18580 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 5664 members 
Mstep: Class 22 contains 414709 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.105702e+08 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 1365 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 7 contains 65150 members 
Mstep: Class 8 contains 35119 members 
Mstep: Class 9 contains 34063 members 
Mstep: Class 10 contains 46216 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 10128 members 
Mstep: Class 13 contains 153011 members 
Mstep: Class 14 contains 50508 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 17597 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 18716 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 5458 members 
Mstep: Class 22 contains 415321 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.106238e+08 nChanged 16604
Entering Unmasked Mstep 
Mstep: Class 0 contains 537 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 7624 members 
Mstep: Class 7 contains 67008 members 
Mstep: Class 8 contains 35047 members 
Mstep: Class 9 contains 33571 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 60382 members 
Mstep: Class 12 contains 10532 members 
Mstep: Class 13 contains 146793 members 
Mstep: Class 14 contains 51705 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 6283 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 18814 members 
Mstep: Class 20 contains 19260 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 415304 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.106608e+08 nChanged 15894
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 7 contains 68759 members 
Mstep: Class 8 contains 35022 members 
Mstep: Class 9 contains 33044 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 61169 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 140787 members 
Mstep: Class 14 contains 52824 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 17964 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 18913 members 
Mstep: Class 20 contains 23357 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 415098 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.106719e+08 nChanged 15598
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 7 contains 69962 members 
Mstep: Class 8 contains 35002 members 
Mstep: Class 9 contains 32355 members 
Mstep: Class 10 contains 45214 members 
Mstep: Class 11 contains 61800 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 135384 members 
Mstep: Class 14 contains 53898 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 18206 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 19016 members 
Mstep: Class 20 contains 28048 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 414591 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.10681e+08 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7442 members 
Mstep: Class 7 contains 70378 members 
Mstep: Class 8 contains 34959 members 
Mstep: Class 9 contains 31451 members 
Mstep: Class 10 contains 45067 members 
Mstep: Class 11 contains 62286 members 
Mstep: Class 12 contains 10828 members 
Mstep: Class 13 contains 130950 members 
Mstep: Class 14 contains 54857 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 18515 members 
Mstep: Class 17 contains 7491 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 19094 members 
Mstep: Class 20 contains 33085 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 413742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 20 clusters Score -1.10689e+08 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 7 contains 69936 members 
Mstep: Class 8 contains 34969 members 
Mstep: Class 9 contains 30477 members 
Mstep: Class 10 contains 45014 members 
Mstep: Class 11 contains 62692 members 
Mstep: Class 12 contains 10828 members 
Mstep: Class 13 contains 127568 members 
Mstep: Class 14 contains 55669 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 18885 members 
Mstep: Class 17 contains 7847 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 19148 members 
Mstep: Class 20 contains 38410 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 412333 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.106955e+08 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 7 contains 68718 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 29408 members 
Mstep: Class 10 contains 45105 members 
Mstep: Class 11 contains 63051 members 
Mstep: Class 12 contains 10833 members 
Mstep: Class 13 contains 125191 members 
Mstep: Class 14 contains 56269 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 19251 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 19202 members 
Mstep: Class 20 contains 44074 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 410308 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.10702e+08 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 7 contains 66973 members 
Mstep: Class 8 contains 35122 members 
Mstep: Class 9 contains 28255 members 
Mstep: Class 10 contains 45255 members 
Mstep: Class 11 contains 63401 members 
Mstep: Class 12 contains 10826 members 
Mstep: Class 13 contains 123559 members 
Mstep: Class 14 contains 56733 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 19627 members 
Mstep: Class 17 contains 8533 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 49793 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 408060 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.107079e+08 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 7 contains 64894 members 
Mstep: Class 8 contains 35173 members 
Mstep: Class 9 contains 27198 members 
Mstep: Class 10 contains 45440 members 
Mstep: Class 11 contains 63753 members 
Mstep: Class 12 contains 10823 members 
Mstep: Class 13 contains 122437 members 
Mstep: Class 14 contains 57089 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 19991 members 
Mstep: Class 17 contains 8870 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 4176 members 
Mstep: Class 22 contains 405654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 28Q: 20 clusters Score -1.107133e+08 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7260 members 
Mstep: Class 7 contains 62643 members 
Mstep: Class 8 contains 35218 members 
Mstep: Class 9 contains 26321 members 
Mstep: Class 10 contains 45594 members 
Mstep: Class 11 contains 64169 members 
Mstep: Class 12 contains 10833 members 
Mstep: Class 13 contains 121743 members 
Mstep: Class 14 contains 57288 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 20317 members 
Mstep: Class 17 contains 9174 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 60375 members 
Mstep: Class 21 contains 4140 members 
Mstep: Class 22 contains 403402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110717104.000000 Penalty: 65159.707031
Iteration 29Q: 20 clusters Score -1.107171e+08 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7235 members 
Mstep: Class 7 contains 60418 members 
Mstep: Class 8 contains 35286 members 
Mstep: Class 9 contains 25543 members 
Mstep: Class 10 contains 45737 members 
Mstep: Class 11 contains 64574 members 
Mstep: Class 12 contains 10855 members 
Mstep: Class 13 contains 121312 members 
Mstep: Class 14 contains 57365 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 20715 members 
Mstep: Class 17 contains 9465 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 19207 members 
Mstep: Class 20 contains 64747 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 401347 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.107203e+08 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 7 contains 58473 members 
Mstep: Class 8 contains 35327 members 
Mstep: Class 9 contains 24875 members 
Mstep: Class 10 contains 45830 members 
Mstep: Class 11 contains 64957 members 
Mstep: Class 12 contains 10859 members 
Mstep: Class 13 contains 121040 members 
Mstep: Class 14 contains 57360 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 19175 members 
Mstep: Class 20 contains 68354 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 399695 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.107233e+08 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7208 members 
Mstep: Class 7 contains 56985 members 
Mstep: Class 8 contains 35377 members 
Mstep: Class 9 contains 24310 members 
Mstep: Class 10 contains 45905 members 
Mstep: Class 11 contains 65385 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 120875 members 
Mstep: Class 14 contains 57293 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 21494 members 
Mstep: Class 17 contains 9947 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 19134 members 
Mstep: Class 20 contains 70933 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 398409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110725672.000000 Penalty: 65159.707031
Iteration 32Q: 20 clusters Score -1.107257e+08 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7202 members 
Mstep: Class 7 contains 55855 members 
Mstep: Class 8 contains 35415 members 
Mstep: Class 9 contains 23841 members 
Mstep: Class 10 contains 45941 members 
Mstep: Class 11 contains 65838 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 120796 members 
Mstep: Class 14 contains 57212 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 21870 members 
Mstep: Class 17 contains 10138 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 19102 members 
Mstep: Class 20 contains 72590 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 397545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 20 clusters Score -1.107267e+08 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7194 members 
Mstep: Class 7 contains 54942 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 9 contains 23420 members 
Mstep: Class 10 contains 45964 members 
Mstep: Class 11 contains 66275 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 120764 members 
Mstep: Class 14 contains 57098 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 19 contains 19085 members 
Mstep: Class 20 contains 73539 members 
Mstep: Class 21 contains 4140 members 
Mstep: Class 22 contains 397146 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.10728e+08 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 7 contains 54295 members 
Mstep: Class 8 contains 35470 members 
Mstep: Class 9 contains 22986 members 
Mstep: Class 10 contains 45979 members 
Mstep: Class 11 contains 66658 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 120737 members 
Mstep: Class 14 contains 56942 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 22655 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 19068 members 
Mstep: Class 20 contains 73810 members 
Mstep: Class 21 contains 4141 members 
Mstep: Class 22 contains 397217 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.107285e+08 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 7 contains 53855 members 
Mstep: Class 8 contains 35479 members 
Mstep: Class 9 contains 22619 members 
Mstep: Class 10 contains 45938 members 
Mstep: Class 11 contains 67022 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 120721 members 
Mstep: Class 14 contains 56859 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 23049 members 
Mstep: Class 17 contains 10584 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 19053 members 
Mstep: Class 20 contains 73561 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 397532 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.107291e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 7 contains 53525 members 
Mstep: Class 8 contains 35501 members 
Mstep: Class 9 contains 22268 members 
Mstep: Class 10 contains 45858 members 
Mstep: Class 11 contains 67388 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 120690 members 
Mstep: Class 14 contains 56781 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 23479 members 
Mstep: Class 17 contains 10707 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 19051 members 
Mstep: Class 20 contains 72953 members 
Mstep: Class 21 contains 4138 members 
Mstep: Class 22 contains 398043 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.107298e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7160 members 
Mstep: Class 7 contains 53272 members 
Mstep: Class 8 contains 35534 members 
Mstep: Class 9 contains 21921 members 
Mstep: Class 10 contains 45714 members 
Mstep: Class 11 contains 67741 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 120671 members 
Mstep: Class 14 contains 56744 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 23901 members 
Mstep: Class 17 contains 10833 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19052 members 
Mstep: Class 20 contains 72147 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 398660 members 
Entering Unmasked Estep 
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Iteration 38Q: 20 clusters Score -1.107308e+08 nChanged 3530
Entering ConstructFrom: 
Score: -110730832.000000 Penalty: 65159.707031
Entering ConstructFrom: 
Trying to split cluster 1 (59206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Entering Unmasked Estep 
Score: -6528563.500000 Penalty: 2725.217041
	Iteration 0F: 2 clusters Score -6528564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -6488759.000000 Penalty: 5450.434082
	Iteration 0F: 3 clusters Score -6488759 nChanged 27391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -6504253.000000 Penalty: 5450.434082
	Iteration 1F: 3 clusters Score -6504253 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6505388.000000 Penalty: 5450.434082
	Iteration 2Q: 3 clusters Score -6505388 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -6507292.000000 Penalty: 5450.434082
	Iteration 3Q: 3 clusters Score -6507292 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6510683.500000 Penalty: 5450.434082
	Iteration 4F: 3 clusters Score -6510684 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -6515003.000000 Penalty: 5450.434082
	Iteration 5F: 3 clusters Score -6515003 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -6519532.000000 Penalty: 5450.434082
	Iteration 6F: 3 clusters Score -6519532 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -6523493.500000 Penalty: 5450.434082
	Iteration 7F: 3 clusters Score -6523494 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6526322.000000 Penalty: 5450.434082
	Iteration 8F: 3 clusters Score -6526322 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -6528285.500000 Penalty: 5450.434082
	Iteration 9Q: 3 clusters Score -6528286 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -6529808.500000 Penalty: 5450.434082
	Iteration 10Q: 3 clusters Score -6529808 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6530945.000000 Penalty: 5450.434082
	Iteration 11Q: 3 clusters Score -6530945 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -6531708.500000 Penalty: 5450.434082
	Iteration 12Q: 3 clusters Score -6531708 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6531973.500000 Penalty: 5450.434082
	Iteration 13Q: 3 clusters Score -6531974 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6532174.500000 Penalty: 5450.434082
	Iteration 14Q: 3 clusters Score -6532174 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6532274.500000 Penalty: 5450.434082
	Iteration 15Q: 3 clusters Score -6532274 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6532313.000000 Penalty: 5450.434082
	Iteration 16Q: 3 clusters Score -6532313 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6532363.500000 Penalty: 5450.434082
	Iteration 17Q: 3 clusters Score -6532364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6532385.500000 Penalty: 5450.434082
	Iteration 18Q: 3 clusters Score -6532386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6532400.500000 Penalty: 5450.434082
	Iteration 19Q: 3 clusters Score -6532400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6532418.500000 Penalty: 5450.434082
	Iteration 20F: 3 clusters Score -6532418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6532411.000000 Penalty: 5450.434082
	Iteration 21Q: 3 clusters Score -6532411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6532416.000000 Penalty: 5450.434082
	Iteration 22Q: 3 clusters Score -6532416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6532412.500000 Penalty: 5450.434082
	Iteration 23Q: 3 clusters Score -6532412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6532418.000000 Penalty: 5450.434082
	Iteration 24Q: 3 clusters Score -6532418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6532427.500000 Penalty: 5450.434082
	Iteration 25Q: 3 clusters Score -6532428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6532430.500000 Penalty: 5450.434082
	Iteration 26Q: 3 clusters Score -6532430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6532424.000000 Penalty: 5450.434082
	Iteration 27Q: 3 clusters Score -6532424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6532427.500000 Penalty: 5450.434082
	Iteration 28Q: 3 clusters Score -6532428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6532425.000000 Penalty: 5450.434082
	Iteration 29Q: 3 clusters Score -6532425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6532423.500000 Penalty: 5450.434082
	Iteration 30Q: 3 clusters Score -6532424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6532431.000000 Penalty: 5450.434082
	Iteration 31Q: 3 clusters Score -6532431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6532432.500000 Penalty: 5450.434082
	Iteration 32Q: 3 clusters Score -6532432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6532430.500000 Penalty: 5450.434082
	Iteration 33Q: 3 clusters Score -6532430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6532442.500000 Penalty: 5450.434082
	Iteration 34Q: 3 clusters Score -6532442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6532455.500000 Penalty: 5450.434082
	Iteration 35Q: 3 clusters Score -6532456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6532458.000000 Penalty: 5450.434082
	Iteration 36Q: 3 clusters Score -6532458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6532455.500000 Penalty: 5450.434082
	Iteration 37Q: 3 clusters Score -6532456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6532456.000000 Penalty: 5450.434082
	Iteration 38Q: 3 clusters Score -6532456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6532454.500000 Penalty: 5450.434082
	Iteration 39Q: 3 clusters Score -6532454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6532456.000000 Penalty: 5450.434082
	Iteration 40F: 3 clusters Score -6532456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6532457.500000 Penalty: 5450.434082
	Iteration 41Q: 3 clusters Score -6532458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6532454.500000 Penalty: 5450.434082
	Iteration 42Q: 3 clusters Score -6532454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6532453.500000 Penalty: 5450.434082
	Iteration 43Q: 3 clusters Score -6532454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6532448.500000 Penalty: 5450.434082
	Iteration 44Q: 3 clusters Score -6532448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6532448.500000 Penalty: 5450.434082
	Iteration 45F: 3 clusters Score -6532448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 7 contains 53057 members 
Mstep: Class 8 contains 35583 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Entering Unmasked Estep 
Score: -110733192.000000 Penalty: 68589.164062
Splitting cluster 1 changes total score from -110730832.000000 to -110733192.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -135559.750000 Penalty: 1826.721558
	Iteration 0F: 2 clusters Score -135559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133508.765625 Penalty: 3653.443115
	Iteration 0F: 3 clusters Score -133508.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135175.375000 Penalty: 3653.443115
	Iteration 1F: 3 clusters Score -135175.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135911.843750 Penalty: 3653.443115
	Iteration 2F: 3 clusters Score -135911.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -136542.031250 Penalty: 3653.443115
	Iteration 3F: 3 clusters Score -136542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137190.562500 Penalty: 3653.443115
	Iteration 4F: 3 clusters Score -137190.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137518.609375 Penalty: 3653.443115
	Iteration 5Q: 3 clusters Score -137518.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137588.953125 Penalty: 3653.443115
	Iteration 6Q: 3 clusters Score -137589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137624.562500 Penalty: 3653.443115
	Iteration 7Q: 3 clusters Score -137624.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -137687.390625 Penalty: 3653.443115
	Iteration 8Q: 3 clusters Score -137687.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -137797.625000 Penalty: 3653.443115
	Iteration 9Q: 3 clusters Score -137797.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137899.703125 Penalty: 3653.443115
	Iteration 10Q: 3 clusters Score -137899.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137977.062500 Penalty: 3653.443115
	Iteration 11Q: 3 clusters Score -137977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -138009.968750 Penalty: 3653.443115
	Iteration 12Q: 3 clusters Score -138010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138076.312500 Penalty: 3653.443115
	Iteration 13Q: 3 clusters Score -138076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138266.640625 Penalty: 3653.443115
	Iteration 14Q: 3 clusters Score -138266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -138521.375000 Penalty: 3653.443115
	Iteration 15Q: 3 clusters Score -138521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -138535.671875 Penalty: 3653.443115
	Iteration 16Q: 3 clusters Score -138535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -138544.187500 Penalty: 3653.443115
	Iteration 17Q: 3 clusters Score -138544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -138545.937500 Penalty: 3653.443115
	Iteration 18Q: 3 clusters Score -138545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -138548.953125 Penalty: 3653.443115
	Iteration 19Q: 3 clusters Score -138549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -138552.406250 Penalty: 3653.443115
	Iteration 20F: 3 clusters Score -138552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -138553.218750 Penalty: 3653.443115
	Iteration 21Q: 3 clusters Score -138553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -138553.218750 Penalty: 3653.443115
	Iteration 22F: 3 clusters Score -138553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 7 contains 53057 members 
Mstep: Class 8 contains 35583 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Entering Unmasked Estep 
Score: -110734584.000000 Penalty: 72018.625000
Splitting cluster 2 changes total score from -110730832.000000 to -110734584.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -740001.437500 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -740001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -734323.312500 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -734323.3 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -736674.937500 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -736674.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -737682.625000 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -737682.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -738799.750000 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -738799.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -740355.875000 Penalty: 4401.726074
	Iteration 4F: 3 clusters Score -740355.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -741619.125000 Penalty: 4401.726074
	Iteration 5F: 3 clusters Score -741619.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -742343.187500 Penalty: 4401.726074
	Iteration 6F: 3 clusters Score -742343.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -743018.375000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -743018.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -743529.375000 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -743529.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -743782.250000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -743782.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -743905.500000 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -743905.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -743961.812500 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -743961.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -743985.562500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -743985.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -744000.375000 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -744000.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -744009.562500 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -744009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -744016.875000 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -744016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -744020.250000 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -744020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -744022.375000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -744022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -744024.250000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -744024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -744027.937500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -744027.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -744040.437500 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -744040.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -744049.250000 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -744049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -744055.250000 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -744055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -744063.312500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -744063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -744068.187500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -744068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -744072.562500 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -744072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -744072.312500 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -744072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -744072.812500 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -744072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -744076.375000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -744076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -744076.375000 Penalty: 4401.726074
	Iteration 29F: 3 clusters Score -744076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 53057 members 
Mstep: Class 8 contains 35583 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Entering Unmasked Estep 
Score: -110737600.000000 Penalty: 75448.078125
Splitting cluster 3 changes total score from -110730832.000000 to -110737600.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (53057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Entering Unmasked Estep 
Score: -5992828.000000 Penalty: 2698.022217
	Iteration 0F: 2 clusters Score -5992828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5957167.500000 Penalty: 5396.044434
	Iteration 0F: 3 clusters Score -5957168 nChanged 24709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5971196.000000 Penalty: 5396.044434
	Iteration 1F: 3 clusters Score -5971196 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5972540.500000 Penalty: 5396.044434
	Iteration 2Q: 3 clusters Score -5972540 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5974733.000000 Penalty: 5396.044434
	Iteration 3F: 3 clusters Score -5974733 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5977755.000000 Penalty: 5396.044434
	Iteration 4F: 3 clusters Score -5977755 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -5981360.500000 Penalty: 5396.044434
	Iteration 5F: 3 clusters Score -5981360 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -5985577.000000 Penalty: 5396.044434
	Iteration 6F: 3 clusters Score -5985577 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5989670.500000 Penalty: 5396.044434
	Iteration 7F: 3 clusters Score -5989670 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5992549.500000 Penalty: 5396.044434
	Iteration 8F: 3 clusters Score -5992550 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -5994317.500000 Penalty: 5396.044434
	Iteration 9Q: 3 clusters Score -5994318 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5995782.500000 Penalty: 5396.044434
	Iteration 10Q: 3 clusters Score -5995782 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5997552.000000 Penalty: 5396.044434
	Iteration 11Q: 3 clusters Score -5997552 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5999675.000000 Penalty: 5396.044434
	Iteration 12Q: 3 clusters Score -5999675 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -6000811.500000 Penalty: 5396.044434
	Iteration 13Q: 3 clusters Score -6000812 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -6001236.500000 Penalty: 5396.044434
	Iteration 14Q: 3 clusters Score -6001236 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -6001381.000000 Penalty: 5396.044434
	Iteration 15Q: 3 clusters Score -6001381 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -6001479.500000 Penalty: 5396.044434
	Iteration 16Q: 3 clusters Score -6001480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -6001512.000000 Penalty: 5396.044434
	Iteration 17Q: 3 clusters Score -6001512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -6001523.000000 Penalty: 5396.044434
	Iteration 18Q: 3 clusters Score -6001523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -6001542.500000 Penalty: 5396.044434
	Iteration 19Q: 3 clusters Score -6001542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -6001534.500000 Penalty: 5396.044434
	Iteration 20F: 3 clusters Score -6001534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -6001543.500000 Penalty: 5396.044434
	Iteration 21Q: 3 clusters Score -6001544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -6001550.000000 Penalty: 5396.044434
	Iteration 22Q: 3 clusters Score -6001550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -6001535.000000 Penalty: 5396.044434
	Iteration 23Q: 3 clusters Score -6001535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -6001537.500000 Penalty: 5396.044434
	Iteration 24Q: 3 clusters Score -6001538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -6001535.500000 Penalty: 5396.044434
	Iteration 25Q: 3 clusters Score -6001536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -6001539.000000 Penalty: 5396.044434
	Iteration 26Q: 3 clusters Score -6001539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -6001537.500000 Penalty: 5396.044434
	Iteration 27Q: 3 clusters Score -6001538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -6001537.500000 Penalty: 5396.044434
	Iteration 28F: 3 clusters Score -6001538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 35583 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Entering Unmasked Estep 
Score: -110745232.000000 Penalty: 78877.539062
Splitting cluster 7 changes total score from -110730832.000000 to -110745232.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (35583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Entering Unmasked Estep 
Score: -3612905.250000 Penalty: 2598.946533
	Iteration 0F: 2 clusters Score -3612905 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 17666 members 
Entering Unmasked Estep 
Score: -3588751.000000 Penalty: 5197.893066
	Iteration 0F: 3 clusters Score -3588751 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3598786.250000 Penalty: 5197.893066
	Iteration 1F: 3 clusters Score -3598786 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3600674.250000 Penalty: 5197.893066
	Iteration 2F: 3 clusters Score -3600674 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3602527.750000 Penalty: 5197.893066
	Iteration 3F: 3 clusters Score -3602528 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3604503.500000 Penalty: 5197.893066
	Iteration 4F: 3 clusters Score -3604504 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3606634.750000 Penalty: 5197.893066
	Iteration 5F: 3 clusters Score -3606635 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3608616.500000 Penalty: 5197.893066
	Iteration 6F: 3 clusters Score -3608616 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3610382.250000 Penalty: 5197.893066
	Iteration 7F: 3 clusters Score -3610382 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3611928.500000 Penalty: 5197.893066
	Iteration 8F: 3 clusters Score -3611928 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3613238.000000 Penalty: 5197.893066
	Iteration 9F: 3 clusters Score -3613238 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3614222.500000 Penalty: 5197.893066
	Iteration 10Q: 3 clusters Score -3614222 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3614992.000000 Penalty: 5197.893066
	Iteration 11Q: 3 clusters Score -3614992 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3615591.750000 Penalty: 5197.893066
	Iteration 12Q: 3 clusters Score -3615592 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3616053.750000 Penalty: 5197.893066
	Iteration 13Q: 3 clusters Score -3616054 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3616297.000000 Penalty: 5197.893066
	Iteration 14Q: 3 clusters Score -3616297 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3616447.000000 Penalty: 5197.893066
	Iteration 15Q: 3 clusters Score -3616447 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3616544.250000 Penalty: 5197.893066
	Iteration 16Q: 3 clusters Score -3616544 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3616606.250000 Penalty: 5197.893066
	Iteration 17Q: 3 clusters Score -3616606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3616653.750000 Penalty: 5197.893066
	Iteration 18Q: 3 clusters Score -3616654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3616686.000000 Penalty: 5197.893066
	Iteration 19Q: 3 clusters Score -3616686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -3616697.500000 Penalty: 5197.893066
	Iteration 20F: 3 clusters Score -3616698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3616710.500000 Penalty: 5197.893066
	Iteration 21Q: 3 clusters Score -3616710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3616724.500000 Penalty: 5197.893066
	Iteration 22Q: 3 clusters Score -3616724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3616722.000000 Penalty: 5197.893066
	Iteration 23Q: 3 clusters Score -3616722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3616729.000000 Penalty: 5197.893066
	Iteration 24Q: 3 clusters Score -3616729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3616739.500000 Penalty: 5197.893066
	Iteration 25Q: 3 clusters Score -3616740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3616747.250000 Penalty: 5197.893066
	Iteration 26Q: 3 clusters Score -3616747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3616757.250000 Penalty: 5197.893066
	Iteration 27Q: 3 clusters Score -3616757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3616760.500000 Penalty: 5197.893066
	Iteration 28Q: 3 clusters Score -3616760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3616751.000000 Penalty: 5197.893066
	Iteration 29Q: 3 clusters Score -3616751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3616753.500000 Penalty: 5197.893066
	Iteration 30Q: 3 clusters Score -3616754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3616750.250000 Penalty: 5197.893066
	Iteration 31Q: 3 clusters Score -3616750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -3616751.500000 Penalty: 5197.893066
	Iteration 32Q: 3 clusters Score -3616752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -3616754.000000 Penalty: 5197.893066
	Iteration 33Q: 3 clusters Score -3616754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3616746.750000 Penalty: 5197.893066
	Iteration 34Q: 3 clusters Score -3616747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3616749.500000 Penalty: 5197.893066
	Iteration 35Q: 3 clusters Score -3616750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3616749.000000 Penalty: 5197.893066
	Iteration 36Q: 3 clusters Score -3616749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -3616754.250000 Penalty: 5197.893066
	Iteration 37Q: 3 clusters Score -3616754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3616749.500000 Penalty: 5197.893066
	Iteration 38Q: 3 clusters Score -3616750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3616749.750000 Penalty: 5197.893066
	Iteration 39Q: 3 clusters Score -3616750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3616749.750000 Penalty: 5197.893066
	Iteration 40F: 3 clusters Score -3616750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Entering Unmasked Estep 
Score: -110748424.000000 Penalty: 82307.000000
Splitting cluster 8 changes total score from -110730832.000000 to -110748424.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (21610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Entering Unmasked Estep 
Score: -2383392.000000 Penalty: 2475.266113
	Iteration 0F: 2 clusters Score -2383392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2368297.250000 Penalty: 4950.532227
	Iteration 0F: 3 clusters Score -2368297 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2373740.750000 Penalty: 4950.532227
	Iteration 1F: 3 clusters Score -2373741 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2374722.500000 Penalty: 4950.532227
	Iteration 2F: 3 clusters Score -2374722 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2376344.500000 Penalty: 4950.532227
	Iteration 3F: 3 clusters Score -2376344 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2378413.500000 Penalty: 4950.532227
	Iteration 4F: 3 clusters Score -2378414 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2380225.500000 Penalty: 4950.532227
	Iteration 5F: 3 clusters Score -2380226 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2381276.250000 Penalty: 4950.532227
	Iteration 6F: 3 clusters Score -2381276 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2381782.000000 Penalty: 4950.532227
	Iteration 7Q: 3 clusters Score -2381782 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2382100.250000 Penalty: 4950.532227
	Iteration 8Q: 3 clusters Score -2382100 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2382323.750000 Penalty: 4950.532227
	Iteration 9Q: 3 clusters Score -2382324 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2382495.500000 Penalty: 4950.532227
	Iteration 10Q: 3 clusters Score -2382496 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2382646.250000 Penalty: 4950.532227
	Iteration 11Q: 3 clusters Score -2382646 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2382806.000000 Penalty: 4950.532227
	Iteration 12Q: 3 clusters Score -2382806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2382939.500000 Penalty: 4950.532227
	Iteration 13Q: 3 clusters Score -2382940 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2383042.500000 Penalty: 4950.532227
	Iteration 14Q: 3 clusters Score -2383042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2383150.500000 Penalty: 4950.532227
	Iteration 15Q: 3 clusters Score -2383150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2383218.500000 Penalty: 4950.532227
	Iteration 16Q: 3 clusters Score -2383218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2383284.500000 Penalty: 4950.532227
	Iteration 17Q: 3 clusters Score -2383284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2383329.000000 Penalty: 4950.532227
	Iteration 18Q: 3 clusters Score -2383329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2383355.250000 Penalty: 4950.532227
	Iteration 19Q: 3 clusters Score -2383355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2383364.000000 Penalty: 4950.532227
	Iteration 20F: 3 clusters Score -2383364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2383373.500000 Penalty: 4950.532227
	Iteration 21Q: 3 clusters Score -2383374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2383382.750000 Penalty: 4950.532227
	Iteration 22Q: 3 clusters Score -2383383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2383386.250000 Penalty: 4950.532227
	Iteration 23Q: 3 clusters Score -2383386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2383392.500000 Penalty: 4950.532227
	Iteration 24Q: 3 clusters Score -2383392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2383393.250000 Penalty: 4950.532227
	Iteration 25Q: 3 clusters Score -2383393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2383396.500000 Penalty: 4950.532227
	Iteration 26Q: 3 clusters Score -2383396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2383396.250000 Penalty: 4950.532227
	Iteration 27Q: 3 clusters Score -2383396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2383393.750000 Penalty: 4950.532227
	Iteration 28Q: 3 clusters Score -2383394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2383398.750000 Penalty: 4950.532227
	Iteration 29Q: 3 clusters Score -2383399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2383398.750000 Penalty: 4950.532227
	Iteration 30F: 3 clusters Score -2383399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Entering Unmasked Estep 
Score: -110747112.000000 Penalty: 85736.453125
Splitting cluster 9 changes total score from -110730832.000000 to -110747112.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (45530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Entering Unmasked Estep 
Score: -4975882.000000 Penalty: 2660.079346
	Iteration 0F: 2 clusters Score -4975882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4945151.000000 Penalty: 5320.158691
	Iteration 0F: 3 clusters Score -4945151 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4957460.500000 Penalty: 5320.158691
	Iteration 1F: 3 clusters Score -4957460 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4960313.500000 Penalty: 5320.158691
	Iteration 2F: 3 clusters Score -4960314 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4964858.500000 Penalty: 5320.158691
	Iteration 3F: 3 clusters Score -4964858 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4970744.500000 Penalty: 5320.158691
	Iteration 4F: 3 clusters Score -4970744 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4975924.500000 Penalty: 5320.158691
	Iteration 5F: 3 clusters Score -4975924 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4978670.000000 Penalty: 5320.158691
	Iteration 6F: 3 clusters Score -4978670 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4979971.000000 Penalty: 5320.158691
	Iteration 7Q: 3 clusters Score -4979971 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4980653.500000 Penalty: 5320.158691
	Iteration 8Q: 3 clusters Score -4980654 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4981070.000000 Penalty: 5320.158691
	Iteration 9Q: 3 clusters Score -4981070 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4981361.000000 Penalty: 5320.158691
	Iteration 10Q: 3 clusters Score -4981361 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4981583.500000 Penalty: 5320.158691
	Iteration 11Q: 3 clusters Score -4981584 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4981726.500000 Penalty: 5320.158691
	Iteration 12Q: 3 clusters Score -4981726 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -4981829.500000 Penalty: 5320.158691
	Iteration 13Q: 3 clusters Score -4981830 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4981883.000000 Penalty: 5320.158691
	Iteration 14Q: 3 clusters Score -4981883 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4981923.000000 Penalty: 5320.158691
	Iteration 15Q: 3 clusters Score -4981923 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4982012.500000 Penalty: 5320.158691
	Iteration 16Q: 3 clusters Score -4982012 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4982093.000000 Penalty: 5320.158691
	Iteration 17Q: 3 clusters Score -4982093 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -4982124.000000 Penalty: 5320.158691
	Iteration 18Q: 3 clusters Score -4982124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4982188.000000 Penalty: 5320.158691
	Iteration 19Q: 3 clusters Score -4982188 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4982227.500000 Penalty: 5320.158691
	Iteration 20F: 3 clusters Score -4982228 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4982268.500000 Penalty: 5320.158691
	Iteration 21Q: 3 clusters Score -4982268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4982314.500000 Penalty: 5320.158691
	Iteration 22Q: 3 clusters Score -4982314 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4982343.500000 Penalty: 5320.158691
	Iteration 23Q: 3 clusters Score -4982344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -4982370.000000 Penalty: 5320.158691
	Iteration 24Q: 3 clusters Score -4982370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4982424.000000 Penalty: 5320.158691
	Iteration 25Q: 3 clusters Score -4982424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4982474.000000 Penalty: 5320.158691
	Iteration 26Q: 3 clusters Score -4982474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -4982475.000000 Penalty: 5320.158691
	Iteration 27Q: 3 clusters Score -4982475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4982506.000000 Penalty: 5320.158691
	Iteration 28Q: 3 clusters Score -4982506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -4982537.000000 Penalty: 5320.158691
	Iteration 29Q: 3 clusters Score -4982537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4982553.000000 Penalty: 5320.158691
	Iteration 30Q: 3 clusters Score -4982553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4982578.500000 Penalty: 5320.158691
	Iteration 31Q: 3 clusters Score -4982578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4982594.500000 Penalty: 5320.158691
	Iteration 32Q: 3 clusters Score -4982594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4982598.000000 Penalty: 5320.158691
	Iteration 33Q: 3 clusters Score -4982598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -4982601.500000 Penalty: 5320.158691
	Iteration 34Q: 3 clusters Score -4982602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4982594.000000 Penalty: 5320.158691
	Iteration 35Q: 3 clusters Score -4982594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4982599.500000 Penalty: 5320.158691
	Iteration 36Q: 3 clusters Score -4982600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4982606.500000 Penalty: 5320.158691
	Iteration 37Q: 3 clusters Score -4982606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -4982596.500000 Penalty: 5320.158691
	Iteration 38Q: 3 clusters Score -4982596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4982608.000000 Penalty: 5320.158691
	Iteration 39Q: 3 clusters Score -4982608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4982607.500000 Penalty: 5320.158691
	Iteration 40F: 3 clusters Score -4982608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4982602.500000 Penalty: 5320.158691
	Iteration 41Q: 3 clusters Score -4982602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -4982609.500000 Penalty: 5320.158691
	Iteration 42Q: 3 clusters Score -4982610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4982616.000000 Penalty: 5320.158691
	Iteration 43Q: 3 clusters Score -4982616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4982619.000000 Penalty: 5320.158691
	Iteration 44Q: 3 clusters Score -4982619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4982612.000000 Penalty: 5320.158691
	Iteration 45Q: 3 clusters Score -4982612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4982616.500000 Penalty: 5320.158691
	Iteration 46Q: 3 clusters Score -4982616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4982624.500000 Penalty: 5320.158691
	Iteration 47Q: 3 clusters Score -4982624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4982624.000000 Penalty: 5320.158691
	Iteration 48Q: 3 clusters Score -4982624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4982620.500000 Penalty: 5320.158691
	Iteration 49Q: 3 clusters Score -4982620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4982618.500000 Penalty: 5320.158691
	Iteration 50Q: 3 clusters Score -4982618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4982624.000000 Penalty: 5320.158691
	Iteration 51Q: 3 clusters Score -4982624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4982625.000000 Penalty: 5320.158691
	Iteration 52Q: 3 clusters Score -4982625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4982623.500000 Penalty: 5320.158691
	Iteration 53Q: 3 clusters Score -4982624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4982621.500000 Penalty: 5320.158691
	Iteration 54Q: 3 clusters Score -4982622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -4982619.500000 Penalty: 5320.158691
	Iteration 55Q: 3 clusters Score -4982620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4982618.500000 Penalty: 5320.158691
	Iteration 56Q: 3 clusters Score -4982618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4982617.500000 Penalty: 5320.158691
	Iteration 57Q: 3 clusters Score -4982618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4982617.500000 Penalty: 5320.158691
	Iteration 58F: 3 clusters Score -4982618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Entering Unmasked Estep 
Score: -110752432.000000 Penalty: 89165.914062
Splitting cluster 10 changes total score from -110730832.000000 to -110752432.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (68075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Entering Unmasked Estep 
Score: -7683746.500000 Penalty: 2759.834717
	Iteration 0F: 2 clusters Score -7683746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -7637989.000000 Penalty: 5519.669434
	Iteration 0F: 3 clusters Score -7637989 nChanged 31820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -7656213.500000 Penalty: 5519.669434
	Iteration 1F: 3 clusters Score -7656214 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -7657211.500000 Penalty: 5519.669434
	Iteration 2Q: 3 clusters Score -7657212 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7658187.000000 Penalty: 5519.669434
	Iteration 3Q: 3 clusters Score -7658187 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -7659459.000000 Penalty: 5519.669434
	Iteration 4Q: 3 clusters Score -7659459 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -7661335.500000 Penalty: 5519.669434
	Iteration 5Q: 3 clusters Score -7661336 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -7664288.000000 Penalty: 5519.669434
	Iteration 6F: 3 clusters Score -7664288 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -7668736.500000 Penalty: 5519.669434
	Iteration 7F: 3 clusters Score -7668736 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -7673384.500000 Penalty: 5519.669434
	Iteration 8F: 3 clusters Score -7673384 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -7676160.000000 Penalty: 5519.669434
	Iteration 9F: 3 clusters Score -7676160 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -7677298.500000 Penalty: 5519.669434
	Iteration 10Q: 3 clusters Score -7677298 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -7677905.500000 Penalty: 5519.669434
	Iteration 11Q: 3 clusters Score -7677906 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -7678229.500000 Penalty: 5519.669434
	Iteration 12Q: 3 clusters Score -7678230 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -7678443.000000 Penalty: 5519.669434
	Iteration 13Q: 3 clusters Score -7678443 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -7678623.500000 Penalty: 5519.669434
	Iteration 14Q: 3 clusters Score -7678624 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -7678819.000000 Penalty: 5519.669434
	Iteration 15Q: 3 clusters Score -7678819 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -7678996.500000 Penalty: 5519.669434
	Iteration 16Q: 3 clusters Score -7678996 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -7679175.500000 Penalty: 5519.669434
	Iteration 17Q: 3 clusters Score -7679176 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -7679374.000000 Penalty: 5519.669434
	Iteration 18Q: 3 clusters Score -7679374 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -7679639.500000 Penalty: 5519.669434
	Iteration 19Q: 3 clusters Score -7679640 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7679920.000000 Penalty: 5519.669434
	Iteration 20F: 3 clusters Score -7679920 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -7680229.500000 Penalty: 5519.669434
	Iteration 21Q: 3 clusters Score -7680230 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -7680708.000000 Penalty: 5519.669434
	Iteration 22Q: 3 clusters Score -7680708 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -7681208.000000 Penalty: 5519.669434
	Iteration 23Q: 3 clusters Score -7681208 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -7681824.500000 Penalty: 5519.669434
	Iteration 24Q: 3 clusters Score -7681824 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7682495.000000 Penalty: 5519.669434
	Iteration 25Q: 3 clusters Score -7682495 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -7683299.500000 Penalty: 5519.669434
	Iteration 26Q: 3 clusters Score -7683300 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7684418.500000 Penalty: 5519.669434
	Iteration 27Q: 3 clusters Score -7684418 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -7685510.000000 Penalty: 5519.669434
	Iteration 28Q: 3 clusters Score -7685510 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -7686452.000000 Penalty: 5519.669434
	Iteration 29Q: 3 clusters Score -7686452 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -7687118.500000 Penalty: 5519.669434
	Iteration 30Q: 3 clusters Score -7687118 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -7687456.500000 Penalty: 5519.669434
	Iteration 31Q: 3 clusters Score -7687456 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -7687634.500000 Penalty: 5519.669434
	Iteration 32Q: 3 clusters Score -7687634 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -7687734.500000 Penalty: 5519.669434
	Iteration 33Q: 3 clusters Score -7687734 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -7687822.500000 Penalty: 5519.669434
	Iteration 34Q: 3 clusters Score -7687822 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -7687822.500000 Penalty: 5519.669434
	Iteration 35Q: 3 clusters Score -7687822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -7687862.000000 Penalty: 5519.669434
	Iteration 36Q: 3 clusters Score -7687862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -7687871.000000 Penalty: 5519.669434
	Iteration 37Q: 3 clusters Score -7687871 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -7687884.000000 Penalty: 5519.669434
	Iteration 38Q: 3 clusters Score -7687884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -7687910.500000 Penalty: 5519.669434
	Iteration 39Q: 3 clusters Score -7687910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -7687926.000000 Penalty: 5519.669434
	Iteration 40F: 3 clusters Score -7687926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -7687912.500000 Penalty: 5519.669434
	Iteration 41Q: 3 clusters Score -7687912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7687926.000000 Penalty: 5519.669434
	Iteration 42Q: 3 clusters Score -7687926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -7687938.000000 Penalty: 5519.669434
	Iteration 43Q: 3 clusters Score -7687938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -7687927.500000 Penalty: 5519.669434
	Iteration 44Q: 3 clusters Score -7687928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -7687932.000000 Penalty: 5519.669434
	Iteration 45Q: 3 clusters Score -7687932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -7687938.500000 Penalty: 5519.669434
	Iteration 46Q: 3 clusters Score -7687938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -7687946.500000 Penalty: 5519.669434
	Iteration 47Q: 3 clusters Score -7687946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -7687939.000000 Penalty: 5519.669434
	Iteration 48Q: 3 clusters Score -7687939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -7687937.000000 Penalty: 5519.669434
	Iteration 49Q: 3 clusters Score -7687937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -7687931.000000 Penalty: 5519.669434
	Iteration 50Q: 3 clusters Score -7687931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -7687928.000000 Penalty: 5519.669434
	Iteration 51Q: 3 clusters Score -7687928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -7687928.000000 Penalty: 5519.669434
	Iteration 52Q: 3 clusters Score -7687928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -7687940.000000 Penalty: 5519.669434
	Iteration 53Q: 3 clusters Score -7687940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -7687940.500000 Penalty: 5519.669434
	Iteration 54Q: 3 clusters Score -7687940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -7687935.500000 Penalty: 5519.669434
	Iteration 55Q: 3 clusters Score -7687936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -7687935.500000 Penalty: 5519.669434
	Iteration 56F: 3 clusters Score -7687936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Entering Unmasked Estep 
Score: -110756000.000000 Penalty: 92595.375000
Splitting cluster 11 changes total score from -110730832.000000 to -110756000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (10895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Entering Unmasked Estep 
Score: -1209025.250000 Penalty: 2305.422852
	Iteration 0F: 2 clusters Score -1209025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1201144.625000 Penalty: 4610.845703
	Iteration 0F: 3 clusters Score -1201145 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1204304.500000 Penalty: 4610.845703
	Iteration 1F: 3 clusters Score -1204304 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1205224.250000 Penalty: 4610.845703
	Iteration 2F: 3 clusters Score -1205224 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1206576.500000 Penalty: 4610.845703
	Iteration 3F: 3 clusters Score -1206576 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1208998.000000 Penalty: 4610.845703
	Iteration 4F: 3 clusters Score -1208998 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1212366.875000 Penalty: 4610.845703
	Iteration 5F: 3 clusters Score -1212367 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1214576.500000 Penalty: 4610.845703
	Iteration 6F: 3 clusters Score -1214576 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1215779.500000 Penalty: 4610.845703
	Iteration 7F: 3 clusters Score -1215780 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1217657.125000 Penalty: 4610.845703
	Iteration 8Q: 3 clusters Score -1217657 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1220060.500000 Penalty: 4610.845703
	Iteration 9Q: 3 clusters Score -1220060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1220783.125000 Penalty: 4610.845703
	Iteration 10Q: 3 clusters Score -1220783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1220854.625000 Penalty: 4610.845703
	Iteration 11Q: 3 clusters Score -1220855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1220857.250000 Penalty: 4610.845703
	Iteration 12Q: 3 clusters Score -1220857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1220856.250000 Penalty: 4610.845703
	Iteration 13Q: 3 clusters Score -1220856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1220856.250000 Penalty: 4610.845703
	Iteration 14F: 3 clusters Score -1220856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 120659 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Mstep: Class 28 contains 8050 members 
Entering Unmasked Estep 
Score: -110766704.000000 Penalty: 96024.828125
Splitting cluster 12 changes total score from -110730832.000000 to -110766704.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (120659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120659 members 
Entering Unmasked Estep 
Score: -13580750.000000 Penalty: 2901.779541
	Iteration 0F: 2 clusters Score -1.358075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -13500321.000000 Penalty: 5803.559082
	Iteration 0F: 3 clusters Score -1.350032e+07 nChanged 57411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -13536941.000000 Penalty: 5803.559082
	Iteration 1F: 3 clusters Score -1.353694e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -13542639.000000 Penalty: 5803.559082
	Iteration 2F: 3 clusters Score -1.354264e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -13550190.000000 Penalty: 5803.559082
	Iteration 3F: 3 clusters Score -1.355019e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -13559483.000000 Penalty: 5803.559082
	Iteration 4F: 3 clusters Score -1.355948e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -13567877.000000 Penalty: 5803.559082
	Iteration 5F: 3 clusters Score -1.356788e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -13573963.000000 Penalty: 5803.559082
	Iteration 6F: 3 clusters Score -1.357396e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -13577689.000000 Penalty: 5803.559082
	Iteration 7Q: 3 clusters Score -1.357769e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 106736 members 
Entering Unmasked Estep 
Score: -13580604.000000 Penalty: 5803.559082
	Iteration 8Q: 3 clusters Score -1.35806e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -13582929.000000 Penalty: 5803.559082
	Iteration 9Q: 3 clusters Score -1.358293e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -13584420.000000 Penalty: 5803.559082
	Iteration 10Q: 3 clusters Score -1.358442e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -13585195.000000 Penalty: 5803.559082
	Iteration 11Q: 3 clusters Score -1.35852e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 112502 members 
Entering Unmasked Estep 
Score: -13585591.000000 Penalty: 5803.559082
	Iteration 12Q: 3 clusters Score -1.358559e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -13585767.000000 Penalty: 5803.559082
	Iteration 13Q: 3 clusters Score -1.358577e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -13585865.000000 Penalty: 5803.559082
	Iteration 14Q: 3 clusters Score -1.358586e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -13585906.000000 Penalty: 5803.559082
	Iteration 15Q: 3 clusters Score -1.358591e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -13585962.000000 Penalty: 5803.559082
	Iteration 16Q: 3 clusters Score -1.358596e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 113944 members 
Entering Unmasked Estep 
Score: -13586006.000000 Penalty: 5803.559082
	Iteration 17Q: 3 clusters Score -1.358601e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -13586010.000000 Penalty: 5803.559082
	Iteration 18Q: 3 clusters Score -1.358601e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -13586041.000000 Penalty: 5803.559082
	Iteration 19Q: 3 clusters Score -1.358604e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 114181 members 
Entering Unmasked Estep 
Score: -13586044.000000 Penalty: 5803.559082
	Iteration 20F: 3 clusters Score -1.358604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -13586037.000000 Penalty: 5803.559082
	Iteration 21Q: 3 clusters Score -1.358604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -13586067.000000 Penalty: 5803.559082
	Iteration 22Q: 3 clusters Score -1.358607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -13586079.000000 Penalty: 5803.559082
	Iteration 23Q: 3 clusters Score -1.358608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -13586073.000000 Penalty: 5803.559082
	Iteration 24Q: 3 clusters Score -1.358607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -13586075.000000 Penalty: 5803.559082
	Iteration 25Q: 3 clusters Score -1.358608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 114297 members 
Entering Unmasked Estep 
Score: -13586084.000000 Penalty: 5803.559082
	Iteration 26Q: 3 clusters Score -1.358608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -13586090.000000 Penalty: 5803.559082
	Iteration 27Q: 3 clusters Score -1.358609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 114324 members 
Entering Unmasked Estep 
Score: -13586083.000000 Penalty: 5803.559082
	Iteration 28Q: 3 clusters Score -1.358608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -13586085.000000 Penalty: 5803.559082
	Iteration 29Q: 3 clusters Score -1.358608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 114331 members 
Entering Unmasked Estep 
Score: -13586078.000000 Penalty: 5803.559082
	Iteration 30Q: 3 clusters Score -1.358608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -13586074.000000 Penalty: 5803.559082
	Iteration 31Q: 3 clusters Score -1.358607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -13586074.000000 Penalty: 5803.559082
	Iteration 32F: 3 clusters Score -1.358607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 114332 members 
Entering Unmasked Estep 
Score: -110771256.000000 Penalty: 99454.289062
Splitting cluster 13 changes total score from -110730832.000000 to -110771256.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (56692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Entering Unmasked Estep 
Score: -6385042.500000 Penalty: 2714.456543
	Iteration 0F: 2 clusters Score -6385042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -6346838.500000 Penalty: 5428.913086
	Iteration 0F: 3 clusters Score -6346838 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6361619.500000 Penalty: 5428.913086
	Iteration 1F: 3 clusters Score -6361620 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6362545.000000 Penalty: 5428.913086
	Iteration 2Q: 3 clusters Score -6362545 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -6363650.000000 Penalty: 5428.913086
	Iteration 3Q: 3 clusters Score -6363650 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -6365278.000000 Penalty: 5428.913086
	Iteration 4Q: 3 clusters Score -6365278 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -6367228.000000 Penalty: 5428.913086
	Iteration 5Q: 3 clusters Score -6367228 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -6369319.500000 Penalty: 5428.913086
	Iteration 6F: 3 clusters Score -6369320 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -6370989.500000 Penalty: 5428.913086
	Iteration 7F: 3 clusters Score -6370990 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6372527.500000 Penalty: 5428.913086
	Iteration 8Q: 3 clusters Score -6372528 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -6374017.000000 Penalty: 5428.913086
	Iteration 9Q: 3 clusters Score -6374017 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -6375482.000000 Penalty: 5428.913086
	Iteration 10Q: 3 clusters Score -6375482 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -6376878.000000 Penalty: 5428.913086
	Iteration 11Q: 3 clusters Score -6376878 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6378176.500000 Penalty: 5428.913086
	Iteration 12Q: 3 clusters Score -6378176 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -6379283.000000 Penalty: 5428.913086
	Iteration 13Q: 3 clusters Score -6379283 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -6380244.000000 Penalty: 5428.913086
	Iteration 14Q: 3 clusters Score -6380244 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6381027.000000 Penalty: 5428.913086
	Iteration 15Q: 3 clusters Score -6381027 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6381544.000000 Penalty: 5428.913086
	Iteration 16Q: 3 clusters Score -6381544 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6381919.000000 Penalty: 5428.913086
	Iteration 17Q: 3 clusters Score -6381919 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6382183.000000 Penalty: 5428.913086
	Iteration 18Q: 3 clusters Score -6382183 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6382362.500000 Penalty: 5428.913086
	Iteration 19Q: 3 clusters Score -6382362 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6382493.000000 Penalty: 5428.913086
	Iteration 20F: 3 clusters Score -6382493 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6382596.000000 Penalty: 5428.913086
	Iteration 21Q: 3 clusters Score -6382596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6382675.500000 Penalty: 5428.913086
	Iteration 22Q: 3 clusters Score -6382676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6382743.000000 Penalty: 5428.913086
	Iteration 23Q: 3 clusters Score -6382743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6382803.500000 Penalty: 5428.913086
	Iteration 24Q: 3 clusters Score -6382804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6382836.000000 Penalty: 5428.913086
	Iteration 25Q: 3 clusters Score -6382836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6382866.500000 Penalty: 5428.913086
	Iteration 26Q: 3 clusters Score -6382866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6382888.500000 Penalty: 5428.913086
	Iteration 27Q: 3 clusters Score -6382888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6382897.500000 Penalty: 5428.913086
	Iteration 28Q: 3 clusters Score -6382898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6382900.500000 Penalty: 5428.913086
	Iteration 29Q: 3 clusters Score -6382900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6382910.500000 Penalty: 5428.913086
	Iteration 30Q: 3 clusters Score -6382910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6382918.000000 Penalty: 5428.913086
	Iteration 31Q: 3 clusters Score -6382918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6382922.000000 Penalty: 5428.913086
	Iteration 32Q: 3 clusters Score -6382922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6382925.000000 Penalty: 5428.913086
	Iteration 33Q: 3 clusters Score -6382925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6382927.000000 Penalty: 5428.913086
	Iteration 34Q: 3 clusters Score -6382927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6382938.500000 Penalty: 5428.913086
	Iteration 35Q: 3 clusters Score -6382938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6382935.500000 Penalty: 5428.913086
	Iteration 36Q: 3 clusters Score -6382936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6382940.000000 Penalty: 5428.913086
	Iteration 37Q: 3 clusters Score -6382940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6382944.500000 Penalty: 5428.913086
	Iteration 38Q: 3 clusters Score -6382944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6382945.500000 Penalty: 5428.913086
	Iteration 39Q: 3 clusters Score -6382946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6382944.000000 Penalty: 5428.913086
	Iteration 40F: 3 clusters Score -6382944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6382943.000000 Penalty: 5428.913086
	Iteration 41Q: 3 clusters Score -6382943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6382945.500000 Penalty: 5428.913086
	Iteration 42Q: 3 clusters Score -6382946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6382947.000000 Penalty: 5428.913086
	Iteration 43Q: 3 clusters Score -6382947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6382946.000000 Penalty: 5428.913086
	Iteration 44Q: 3 clusters Score -6382946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6382946.000000 Penalty: 5428.913086
	Iteration 45F: 3 clusters Score -6382946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -165146.734375 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -165146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162804.093750 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -162804.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -163243.921875 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -163243.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -163431.359375 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -163431.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163613.578125 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -163613.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -163894.359375 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -163894.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -164086.031250 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -164086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -164186.343750 Penalty: 3664.303711
	Iteration 6F: 3 clusters Score -164186.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -164264.484375 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -164264.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164361.750000 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -164361.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164403.421875 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -164403.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -164424.828125 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -164424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164435.187500 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -164435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164441.734375 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -164441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164444.656250 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -164444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -164450.796875 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -164450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -164458.406250 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -164458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -164469.765625 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -164469.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164487.328125 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -164487.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -164501.437500 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -164501.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -164513.078125 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -164513.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164524.968750 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -164525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -164564.093750 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -164564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -164600.468750 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -164600.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -164632.468750 Penalty: 3664.303711
	Iteration 23Q: 3 clusters Score -164632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -164650.515625 Penalty: 3664.303711
	Iteration 24Q: 3 clusters Score -164650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -164658.703125 Penalty: 3664.303711
	Iteration 25Q: 3 clusters Score -164658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -164664.531250 Penalty: 3664.303711
	Iteration 26Q: 3 clusters Score -164664.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -164670.359375 Penalty: 3664.303711
	Iteration 27Q: 3 clusters Score -164670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -164679.046875 Penalty: 3664.303711
	Iteration 28Q: 3 clusters Score -164679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -164683.609375 Penalty: 3664.303711
	Iteration 29Q: 3 clusters Score -164683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -164688.484375 Penalty: 3664.303711
	Iteration 30Q: 3 clusters Score -164688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -164691.890625 Penalty: 3664.303711
	Iteration 31Q: 3 clusters Score -164691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -164694.390625 Penalty: 3664.303711
	Iteration 32Q: 3 clusters Score -164694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -164697.187500 Penalty: 3664.303711
	Iteration 33Q: 3 clusters Score -164697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -164700.000000 Penalty: 3664.303711
	Iteration 34Q: 3 clusters Score -164700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -164702.484375 Penalty: 3664.303711
	Iteration 35Q: 3 clusters Score -164702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -164704.500000 Penalty: 3664.303711
	Iteration 36Q: 3 clusters Score -164704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164705.906250 Penalty: 3664.303711
	Iteration 37Q: 3 clusters Score -164705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -164709.218750 Penalty: 3664.303711
	Iteration 38Q: 3 clusters Score -164709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -164710.937500 Penalty: 3664.303711
	Iteration 39Q: 3 clusters Score -164710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -164710.937500 Penalty: 3664.303711
	Iteration 40F: 3 clusters Score -164710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Entering Unmasked Estep 
Score: -2729937.000000 Penalty: 2504.381836
	Iteration 0F: 2 clusters Score -2729937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2713036.000000 Penalty: 5008.763672
	Iteration 0F: 3 clusters Score -2713036 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2718881.750000 Penalty: 5008.763672
	Iteration 1F: 3 clusters Score -2718882 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2719490.500000 Penalty: 5008.763672
	Iteration 2F: 3 clusters Score -2719490 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2720245.500000 Penalty: 5008.763672
	Iteration 3F: 3 clusters Score -2720246 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2721300.250000 Penalty: 5008.763672
	Iteration 4F: 3 clusters Score -2721300 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2722645.250000 Penalty: 5008.763672
	Iteration 5F: 3 clusters Score -2722645 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2724112.750000 Penalty: 5008.763672
	Iteration 6F: 3 clusters Score -2724113 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2725482.500000 Penalty: 5008.763672
	Iteration 7F: 3 clusters Score -2725482 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2726625.750000 Penalty: 5008.763672
	Iteration 8F: 3 clusters Score -2726626 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2727362.500000 Penalty: 5008.763672
	Iteration 9Q: 3 clusters Score -2727362 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2727799.000000 Penalty: 5008.763672
	Iteration 10Q: 3 clusters Score -2727799 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2728100.000000 Penalty: 5008.763672
	Iteration 11Q: 3 clusters Score -2728100 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2728371.000000 Penalty: 5008.763672
	Iteration 12Q: 3 clusters Score -2728371 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2728618.500000 Penalty: 5008.763672
	Iteration 13Q: 3 clusters Score -2728618 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2728913.500000 Penalty: 5008.763672
	Iteration 14Q: 3 clusters Score -2728914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2729066.750000 Penalty: 5008.763672
	Iteration 15Q: 3 clusters Score -2729067 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2729119.250000 Penalty: 5008.763672
	Iteration 16Q: 3 clusters Score -2729119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2729130.500000 Penalty: 5008.763672
	Iteration 17Q: 3 clusters Score -2729130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2729139.500000 Penalty: 5008.763672
	Iteration 18Q: 3 clusters Score -2729140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2729144.500000 Penalty: 5008.763672
	Iteration 19Q: 3 clusters Score -2729144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2729144.250000 Penalty: 5008.763672
	Iteration 20F: 3 clusters Score -2729144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2729151.000000 Penalty: 5008.763672
	Iteration 21Q: 3 clusters Score -2729151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2729152.000000 Penalty: 5008.763672
	Iteration 22Q: 3 clusters Score -2729152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2729152.000000 Penalty: 5008.763672
	Iteration 23F: 3 clusters Score -2729152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Entering Unmasked Estep 
Score: -1190772.125000 Penalty: 2306.581055
	Iteration 0F: 2 clusters Score -1190772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1182511.875000 Penalty: 4613.162109
	Iteration 0F: 3 clusters Score -1182512 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1185125.875000 Penalty: 4613.162109
	Iteration 1F: 3 clusters Score -1185126 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1185522.125000 Penalty: 4613.162109
	Iteration 2F: 3 clusters Score -1185522 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1185825.875000 Penalty: 4613.162109
	Iteration 3F: 3 clusters Score -1185826 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1186143.625000 Penalty: 4613.162109
	Iteration 4Q: 3 clusters Score -1186144 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1186415.750000 Penalty: 4613.162109
	Iteration 5Q: 3 clusters Score -1186416 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1186655.000000 Penalty: 4613.162109
	Iteration 6Q: 3 clusters Score -1186655 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1186887.625000 Penalty: 4613.162109
	Iteration 7Q: 3 clusters Score -1186888 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1187135.750000 Penalty: 4613.162109
	Iteration 8Q: 3 clusters Score -1187136 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1187393.375000 Penalty: 4613.162109
	Iteration 9Q: 3 clusters Score -1187393 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1187656.500000 Penalty: 4613.162109
	Iteration 10Q: 3 clusters Score -1187656 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1187930.625000 Penalty: 4613.162109
	Iteration 11Q: 3 clusters Score -1187931 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1188199.875000 Penalty: 4613.162109
	Iteration 12Q: 3 clusters Score -1188200 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1188424.375000 Penalty: 4613.162109
	Iteration 13Q: 3 clusters Score -1188424 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1188575.250000 Penalty: 4613.162109
	Iteration 14Q: 3 clusters Score -1188575 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1188665.375000 Penalty: 4613.162109
	Iteration 15Q: 3 clusters Score -1188665 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1188725.000000 Penalty: 4613.162109
	Iteration 16Q: 3 clusters Score -1188725 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1188775.125000 Penalty: 4613.162109
	Iteration 17Q: 3 clusters Score -1188775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1188806.875000 Penalty: 4613.162109
	Iteration 18Q: 3 clusters Score -1188807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1188842.250000 Penalty: 4613.162109
	Iteration 19Q: 3 clusters Score -1188842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1188870.375000 Penalty: 4613.162109
	Iteration 20F: 3 clusters Score -1188870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1188890.125000 Penalty: 4613.162109
	Iteration 21Q: 3 clusters Score -1188890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1188907.625000 Penalty: 4613.162109
	Iteration 22Q: 3 clusters Score -1188908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1188916.625000 Penalty: 4613.162109
	Iteration 23Q: 3 clusters Score -1188917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1188923.875000 Penalty: 4613.162109
	Iteration 24Q: 3 clusters Score -1188924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1188927.875000 Penalty: 4613.162109
	Iteration 25Q: 3 clusters Score -1188928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1188932.125000 Penalty: 4613.162109
	Iteration 26Q: 3 clusters Score -1188932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1188940.000000 Penalty: 4613.162109
	Iteration 27Q: 3 clusters Score -1188940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1188946.125000 Penalty: 4613.162109
	Iteration 28Q: 3 clusters Score -1188946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1188949.625000 Penalty: 4613.162109
	Iteration 29Q: 3 clusters Score -1188950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1188947.250000 Penalty: 4613.162109
	Iteration 30Q: 3 clusters Score -1188947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1188950.750000 Penalty: 4613.162109
	Iteration 31Q: 3 clusters Score -1188951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1188956.625000 Penalty: 4613.162109
	Iteration 32Q: 3 clusters Score -1188957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1188953.750000 Penalty: 4613.162109
	Iteration 33Q: 3 clusters Score -1188954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1188964.500000 Penalty: 4613.162109
	Iteration 34Q: 3 clusters Score -1188964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1188965.125000 Penalty: 4613.162109
	Iteration 35Q: 3 clusters Score -1188965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1188970.625000 Penalty: 4613.162109
	Iteration 36Q: 3 clusters Score -1188971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1188971.625000 Penalty: 4613.162109
	Iteration 37Q: 3 clusters Score -1188972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1188969.375000 Penalty: 4613.162109
	Iteration 38Q: 3 clusters Score -1188969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1188972.500000 Penalty: 4613.162109
	Iteration 39Q: 3 clusters Score -1188972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1188973.875000 Penalty: 4613.162109
	Iteration 40F: 3 clusters Score -1188974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1188979.875000 Penalty: 4613.162109
	Iteration 41Q: 3 clusters Score -1188980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1188981.875000 Penalty: 4613.162109
	Iteration 42Q: 3 clusters Score -1188982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1188981.500000 Penalty: 4613.162109
	Iteration 43Q: 3 clusters Score -1188982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1188980.375000 Penalty: 4613.162109
	Iteration 44Q: 3 clusters Score -1188980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1188980.375000 Penalty: 4613.162109
	Iteration 45Q: 3 clusters Score -1188980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1188981.250000 Penalty: 4613.162109
	Iteration 46Q: 3 clusters Score -1188981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1188980.125000 Penalty: 4613.162109
	Iteration 47Q: 3 clusters Score -1188980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1188980.500000 Penalty: 4613.162109
	Iteration 48Q: 3 clusters Score -1188980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1188982.000000 Penalty: 4613.162109
	Iteration 49Q: 3 clusters Score -1188982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1188980.875000 Penalty: 4613.162109
	Iteration 50Q: 3 clusters Score -1188981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1188980.875000 Penalty: 4613.162109
	Iteration 51F: 3 clusters Score -1188981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -157127.687500 Penalty: 1866.892822
	Iteration 0F: 2 clusters Score -157127.7 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 923 members 
Entering Unmasked Estep 
Score: -154889.156250 Penalty: 3733.785645
	Iteration 0F: 3 clusters Score -154889.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -156833.031250 Penalty: 3733.785645
	Iteration 1F: 3 clusters Score -156833 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -158069.671875 Penalty: 3733.785645
	Iteration 2F: 3 clusters Score -158069.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -158775.812500 Penalty: 3733.785645
	Iteration 3F: 3 clusters Score -158775.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -159082.750000 Penalty: 3733.785645
	Iteration 4Q: 3 clusters Score -159082.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -159400.406250 Penalty: 3733.785645
	Iteration 5Q: 3 clusters Score -159400.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -160077.562500 Penalty: 3733.785645
	Iteration 6F: 3 clusters Score -160077.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -160448.046875 Penalty: 3733.785645
	Iteration 7Q: 3 clusters Score -160448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -160836.546875 Penalty: 3733.785645
	Iteration 8Q: 3 clusters Score -160836.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161664.890625 Penalty: 3733.785645
	Iteration 9Q: 3 clusters Score -161664.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -162499.656250 Penalty: 3733.785645
	Iteration 10Q: 3 clusters Score -162499.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -162692.296875 Penalty: 3733.785645
	Iteration 11Q: 3 clusters Score -162692.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -162881.671875 Penalty: 3733.785645
	Iteration 12Q: 3 clusters Score -162881.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163219.890625 Penalty: 3733.785645
	Iteration 13Q: 3 clusters Score -163219.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -163728.968750 Penalty: 3733.785645
	Iteration 14Q: 3 clusters Score -163729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -163728.968750 Penalty: 3733.785645
	Iteration 15F: 3 clusters Score -163729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 114332 members 
Mstep: Class 30 contains 1155 members 
Entering Unmasked Estep 
Score: -110776184.000000 Penalty: 102883.750000
Splitting cluster 18 changes total score from -110730832.000000 to -110776184.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (19056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Entering Unmasked Estep 
Score: -2097196.750000 Penalty: 2444.073975
	Iteration 0F: 2 clusters Score -2097197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2083905.875000 Penalty: 4888.147949
	Iteration 0F: 3 clusters Score -2083906 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2088530.500000 Penalty: 4888.147949
	Iteration 1F: 3 clusters Score -2088530 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2089593.750000 Penalty: 4888.147949
	Iteration 2F: 3 clusters Score -2089594 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2091123.750000 Penalty: 4888.147949
	Iteration 3F: 3 clusters Score -2091124 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2092752.375000 Penalty: 4888.147949
	Iteration 4F: 3 clusters Score -2092752 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2094106.625000 Penalty: 4888.147949
	Iteration 5F: 3 clusters Score -2094107 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2095158.500000 Penalty: 4888.147949
	Iteration 6F: 3 clusters Score -2095158 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2095884.375000 Penalty: 4888.147949
	Iteration 7F: 3 clusters Score -2095884 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2096358.500000 Penalty: 4888.147949
	Iteration 8Q: 3 clusters Score -2096358 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2096659.875000 Penalty: 4888.147949
	Iteration 9Q: 3 clusters Score -2096660 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2096865.000000 Penalty: 4888.147949
	Iteration 10Q: 3 clusters Score -2096865 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2096982.000000 Penalty: 4888.147949
	Iteration 11Q: 3 clusters Score -2096982 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2097070.250000 Penalty: 4888.147949
	Iteration 12Q: 3 clusters Score -2097070 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2097127.375000 Penalty: 4888.147949
	Iteration 13Q: 3 clusters Score -2097127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2097183.250000 Penalty: 4888.147949
	Iteration 14Q: 3 clusters Score -2097183 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2097210.500000 Penalty: 4888.147949
	Iteration 15Q: 3 clusters Score -2097210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2097233.250000 Penalty: 4888.147949
	Iteration 16Q: 3 clusters Score -2097233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2097257.000000 Penalty: 4888.147949
	Iteration 17Q: 3 clusters Score -2097257 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2097269.750000 Penalty: 4888.147949
	Iteration 18Q: 3 clusters Score -2097270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2097292.000000 Penalty: 4888.147949
	Iteration 19Q: 3 clusters Score -2097292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2097310.500000 Penalty: 4888.147949
	Iteration 20F: 3 clusters Score -2097310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2097334.750000 Penalty: 4888.147949
	Iteration 21Q: 3 clusters Score -2097335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2097353.500000 Penalty: 4888.147949
	Iteration 22Q: 3 clusters Score -2097354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2097381.750000 Penalty: 4888.147949
	Iteration 23Q: 3 clusters Score -2097382 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2097408.500000 Penalty: 4888.147949
	Iteration 24Q: 3 clusters Score -2097408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2097444.500000 Penalty: 4888.147949
	Iteration 25Q: 3 clusters Score -2097444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2097488.250000 Penalty: 4888.147949
	Iteration 26Q: 3 clusters Score -2097488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2097539.250000 Penalty: 4888.147949
	Iteration 27Q: 3 clusters Score -2097539 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2097584.750000 Penalty: 4888.147949
	Iteration 28Q: 3 clusters Score -2097585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2097646.000000 Penalty: 4888.147949
	Iteration 29Q: 3 clusters Score -2097646 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2097703.000000 Penalty: 4888.147949
	Iteration 30Q: 3 clusters Score -2097703 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2097776.750000 Penalty: 4888.147949
	Iteration 31Q: 3 clusters Score -2097777 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2097841.500000 Penalty: 4888.147949
	Iteration 32Q: 3 clusters Score -2097842 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2097908.000000 Penalty: 4888.147949
	Iteration 33Q: 3 clusters Score -2097908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2097979.000000 Penalty: 4888.147949
	Iteration 34Q: 3 clusters Score -2097979 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2098017.750000 Penalty: 4888.147949
	Iteration 35Q: 3 clusters Score -2098018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2098070.500000 Penalty: 4888.147949
	Iteration 36Q: 3 clusters Score -2098070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2098093.500000 Penalty: 4888.147949
	Iteration 37Q: 3 clusters Score -2098094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2098120.250000 Penalty: 4888.147949
	Iteration 38Q: 3 clusters Score -2098120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2098136.500000 Penalty: 4888.147949
	Iteration 39Q: 3 clusters Score -2098136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2098156.500000 Penalty: 4888.147949
	Iteration 40F: 3 clusters Score -2098156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2098162.750000 Penalty: 4888.147949
	Iteration 41Q: 3 clusters Score -2098163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2098168.250000 Penalty: 4888.147949
	Iteration 42Q: 3 clusters Score -2098168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2098182.000000 Penalty: 4888.147949
	Iteration 43Q: 3 clusters Score -2098182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2098183.250000 Penalty: 4888.147949
	Iteration 44Q: 3 clusters Score -2098183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2098181.000000 Penalty: 4888.147949
	Iteration 45Q: 3 clusters Score -2098181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2098179.750000 Penalty: 4888.147949
	Iteration 46Q: 3 clusters Score -2098180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2098184.000000 Penalty: 4888.147949
	Iteration 47Q: 3 clusters Score -2098184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2098188.500000 Penalty: 4888.147949
	Iteration 48Q: 3 clusters Score -2098188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2098189.500000 Penalty: 4888.147949
	Iteration 49Q: 3 clusters Score -2098190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2098191.000000 Penalty: 4888.147949
	Iteration 50Q: 3 clusters Score -2098191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2098190.750000 Penalty: 4888.147949
	Iteration 51Q: 3 clusters Score -2098191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2098191.000000 Penalty: 4888.147949
	Iteration 52Q: 3 clusters Score -2098191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2098190.750000 Penalty: 4888.147949
	Iteration 53Q: 3 clusters Score -2098191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2098191.250000 Penalty: 4888.147949
	Iteration 54Q: 3 clusters Score -2098191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2098194.500000 Penalty: 4888.147949
	Iteration 55Q: 3 clusters Score -2098194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2098194.000000 Penalty: 4888.147949
	Iteration 56Q: 3 clusters Score -2098194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2098195.000000 Penalty: 4888.147949
	Iteration 57Q: 3 clusters Score -2098195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2098197.750000 Penalty: 4888.147949
	Iteration 58Q: 3 clusters Score -2098198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2098199.750000 Penalty: 4888.147949
	Iteration 59Q: 3 clusters Score -2098200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2098199.500000 Penalty: 4888.147949
	Iteration 60F: 3 clusters Score -2098200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2098196.750000 Penalty: 4888.147949
	Iteration 61Q: 3 clusters Score -2098197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2098195.250000 Penalty: 4888.147949
	Iteration 62Q: 3 clusters Score -2098195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2098193.000000 Penalty: 4888.147949
	Iteration 63Q: 3 clusters Score -2098193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2098194.000000 Penalty: 4888.147949
	Iteration 64Q: 3 clusters Score -2098194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2098193.250000 Penalty: 4888.147949
	Iteration 65Q: 3 clusters Score -2098193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2098193.250000 Penalty: 4888.147949
	Iteration 66F: 3 clusters Score -2098193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 114332 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 9010 members 
Entering Unmasked Estep 
Score: -110776480.000000 Penalty: 106313.203125
Splitting cluster 19 changes total score from -110730832.000000 to -110776480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (71243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Entering Unmasked Estep 
Score: -8121673.500000 Penalty: 2771.115234
	Iteration 0F: 2 clusters Score -8121674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -8073840.000000 Penalty: 5542.230469
	Iteration 0F: 3 clusters Score -8073840 nChanged 33261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -8092670.000000 Penalty: 5542.230469
	Iteration 1F: 3 clusters Score -8092670 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -8093219.000000 Penalty: 5542.230469
	Iteration 2Q: 3 clusters Score -8093219 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -8093767.000000 Penalty: 5542.230469
	Iteration 3Q: 3 clusters Score -8093767 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -8094298.000000 Penalty: 5542.230469
	Iteration 4Q: 3 clusters Score -8094298 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -8094813.000000 Penalty: 5542.230469
	Iteration 5Q: 3 clusters Score -8094813 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -8095451.000000 Penalty: 5542.230469
	Iteration 6Q: 3 clusters Score -8095451 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -8096140.000000 Penalty: 5542.230469
	Iteration 7Q: 3 clusters Score -8096140 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -8096934.000000 Penalty: 5542.230469
	Iteration 8Q: 3 clusters Score -8096934 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -8097874.500000 Penalty: 5542.230469
	Iteration 9Q: 3 clusters Score -8097874 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -8098980.000000 Penalty: 5542.230469
	Iteration 10Q: 3 clusters Score -8098980 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8100426.500000 Penalty: 5542.230469
	Iteration 11Q: 3 clusters Score -8100426 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8102201.500000 Penalty: 5542.230469
	Iteration 12Q: 3 clusters Score -8102202 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8104191.500000 Penalty: 5542.230469
	Iteration 13Q: 3 clusters Score -8104192 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8105899.000000 Penalty: 5542.230469
	Iteration 14Q: 3 clusters Score -8105899 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8107119.500000 Penalty: 5542.230469
	Iteration 15Q: 3 clusters Score -8107120 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8107674.500000 Penalty: 5542.230469
	Iteration 16Q: 3 clusters Score -8107674 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -8108038.000000 Penalty: 5542.230469
	Iteration 17Q: 3 clusters Score -8108038 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8108306.000000 Penalty: 5542.230469
	Iteration 18Q: 3 clusters Score -8108306 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -8108539.000000 Penalty: 5542.230469
	Iteration 19Q: 3 clusters Score -8108539 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8108752.500000 Penalty: 5542.230469
	Iteration 20F: 3 clusters Score -8108752 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -8109030.000000 Penalty: 5542.230469
	Iteration 21Q: 3 clusters Score -8109030 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -8109240.500000 Penalty: 5542.230469
	Iteration 22Q: 3 clusters Score -8109240 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -8109499.000000 Penalty: 5542.230469
	Iteration 23Q: 3 clusters Score -8109499 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -8109849.500000 Penalty: 5542.230469
	Iteration 24Q: 3 clusters Score -8109850 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -8110255.000000 Penalty: 5542.230469
	Iteration 25Q: 3 clusters Score -8110255 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -8110703.000000 Penalty: 5542.230469
	Iteration 26Q: 3 clusters Score -8110703 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -8111169.000000 Penalty: 5542.230469
	Iteration 27Q: 3 clusters Score -8111169 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -8111731.000000 Penalty: 5542.230469
	Iteration 28Q: 3 clusters Score -8111731 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -8112280.500000 Penalty: 5542.230469
	Iteration 29Q: 3 clusters Score -8112280 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -8112880.500000 Penalty: 5542.230469
	Iteration 30Q: 3 clusters Score -8112880 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -8113581.500000 Penalty: 5542.230469
	Iteration 31Q: 3 clusters Score -8113582 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -8114269.500000 Penalty: 5542.230469
	Iteration 32Q: 3 clusters Score -8114270 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -8114983.500000 Penalty: 5542.230469
	Iteration 33Q: 3 clusters Score -8114984 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8115641.500000 Penalty: 5542.230469
	Iteration 34Q: 3 clusters Score -8115642 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -8116276.500000 Penalty: 5542.230469
	Iteration 35Q: 3 clusters Score -8116276 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -8116919.000000 Penalty: 5542.230469
	Iteration 36Q: 3 clusters Score -8116919 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -8117541.000000 Penalty: 5542.230469
	Iteration 37Q: 3 clusters Score -8117541 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -8118033.500000 Penalty: 5542.230469
	Iteration 38Q: 3 clusters Score -8118034 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -8118367.000000 Penalty: 5542.230469
	Iteration 39Q: 3 clusters Score -8118367 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -8118613.000000 Penalty: 5542.230469
	Iteration 40F: 3 clusters Score -8118613 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -8118757.500000 Penalty: 5542.230469
	Iteration 41Q: 3 clusters Score -8118758 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -8118895.500000 Penalty: 5542.230469
	Iteration 42Q: 3 clusters Score -8118896 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -8118966.500000 Penalty: 5542.230469
	Iteration 43Q: 3 clusters Score -8118966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -8119063.500000 Penalty: 5542.230469
	Iteration 44Q: 3 clusters Score -8119064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -8119135.000000 Penalty: 5542.230469
	Iteration 45Q: 3 clusters Score -8119135 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -8119190.000000 Penalty: 5542.230469
	Iteration 46Q: 3 clusters Score -8119190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -8119235.500000 Penalty: 5542.230469
	Iteration 47Q: 3 clusters Score -8119236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -8119262.500000 Penalty: 5542.230469
	Iteration 48Q: 3 clusters Score -8119262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -8119299.000000 Penalty: 5542.230469
	Iteration 49Q: 3 clusters Score -8119299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -8119323.000000 Penalty: 5542.230469
	Iteration 50Q: 3 clusters Score -8119323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -8119331.500000 Penalty: 5542.230469
	Iteration 51Q: 3 clusters Score -8119332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -8119350.000000 Penalty: 5542.230469
	Iteration 52Q: 3 clusters Score -8119350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -8119377.500000 Penalty: 5542.230469
	Iteration 53Q: 3 clusters Score -8119378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -8119392.500000 Penalty: 5542.230469
	Iteration 54Q: 3 clusters Score -8119392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -8119394.500000 Penalty: 5542.230469
	Iteration 55Q: 3 clusters Score -8119394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -8119402.500000 Penalty: 5542.230469
	Iteration 56Q: 3 clusters Score -8119402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -8119407.500000 Penalty: 5542.230469
	Iteration 57Q: 3 clusters Score -8119408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -8119424.000000 Penalty: 5542.230469
	Iteration 58Q: 3 clusters Score -8119424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -8119447.000000 Penalty: 5542.230469
	Iteration 59Q: 3 clusters Score -8119447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -8119457.500000 Penalty: 5542.230469
	Iteration 60F: 3 clusters Score -8119458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -8119466.500000 Penalty: 5542.230469
	Iteration 61Q: 3 clusters Score -8119466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -8119461.000000 Penalty: 5542.230469
	Iteration 62Q: 3 clusters Score -8119461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -8119468.000000 Penalty: 5542.230469
	Iteration 63Q: 3 clusters Score -8119468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -8119484.500000 Penalty: 5542.230469
	Iteration 64Q: 3 clusters Score -8119484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -8119476.000000 Penalty: 5542.230469
	Iteration 65Q: 3 clusters Score -8119476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -8119494.500000 Penalty: 5542.230469
	Iteration 66Q: 3 clusters Score -8119494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8119491.000000 Penalty: 5542.230469
	Iteration 67Q: 3 clusters Score -8119491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -8119482.500000 Penalty: 5542.230469
	Iteration 68Q: 3 clusters Score -8119482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -8119481.500000 Penalty: 5542.230469
	Iteration 69Q: 3 clusters Score -8119482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -8119474.000000 Penalty: 5542.230469
	Iteration 70Q: 3 clusters Score -8119474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -8119482.000000 Penalty: 5542.230469
	Iteration 71Q: 3 clusters Score -8119482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -8119488.000000 Penalty: 5542.230469
	Iteration 72Q: 3 clusters Score -8119488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -8119481.500000 Penalty: 5542.230469
	Iteration 73Q: 3 clusters Score -8119482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -8119481.500000 Penalty: 5542.230469
	Iteration 74Q: 3 clusters Score -8119482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -8119480.500000 Penalty: 5542.230469
	Iteration 75Q: 3 clusters Score -8119480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -8119480.500000 Penalty: 5542.230469
	Iteration 76F: 3 clusters Score -8119480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -447399.718750 Penalty: 2065.216064
	Iteration 0F: 2 clusters Score -447399.7 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 2115 members 
Entering Unmasked Estep 
Score: -443444.562500 Penalty: 4130.432129
	Iteration 0F: 3 clusters Score -443444.6 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -444389.156250 Penalty: 4130.432129
	Iteration 1F: 3 clusters Score -444389.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -444689.406250 Penalty: 4130.432129
	Iteration 2F: 3 clusters Score -444689.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -445038.937500 Penalty: 4130.432129
	Iteration 3F: 3 clusters Score -445038.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -445615.968750 Penalty: 4130.432129
	Iteration 4F: 3 clusters Score -445616 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -446713.968750 Penalty: 4130.432129
	Iteration 5F: 3 clusters Score -446714 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -449490.531250 Penalty: 4130.432129
	Iteration 6F: 3 clusters Score -449490.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -451854.625000 Penalty: 4130.432129
	Iteration 7F: 3 clusters Score -451854.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -452134.187500 Penalty: 4130.432129
	Iteration 8Q: 3 clusters Score -452134.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -452153.656250 Penalty: 4130.432129
	Iteration 9Q: 3 clusters Score -452153.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -452157.406250 Penalty: 4130.432129
	Iteration 10Q: 3 clusters Score -452157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -452158.937500 Penalty: 4130.432129
	Iteration 11Q: 3 clusters Score -452158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -452159.062500 Penalty: 4130.432129
	Iteration 12Q: 3 clusters Score -452159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -452160.312500 Penalty: 4130.432129
	Iteration 13Q: 3 clusters Score -452160.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -452160.312500 Penalty: 4130.432129
	Iteration 14F: 3 clusters Score -452160.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 399364 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 114332 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 1872 members 
Entering Unmasked Estep 
Score: -110779816.000000 Penalty: 109742.664062
Splitting cluster 21 changes total score from -110730832.000000 to -110779816.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (399364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399364 members 
Entering Unmasked Estep 
Score: -44820092.000000 Penalty: 3198.611816
	Iteration 0F: 2 clusters Score -4.482009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199854 members 
Mstep: Class 2 contains 199510 members 
Entering Unmasked Estep 
Score: -44635468.000000 Penalty: 6397.223633
	Iteration 0F: 3 clusters Score -4.463547e+07 nChanged 194249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202623 members 
Mstep: Class 2 contains 196741 members 
Entering Unmasked Estep 
Score: -44752968.000000 Penalty: 6397.223633
	Iteration 1F: 3 clusters Score -4.475297e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203292 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -44757196.000000 Penalty: 6397.223633
	Iteration 2Q: 3 clusters Score -4.47572e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203999 members 
Mstep: Class 2 contains 195365 members 
Entering Unmasked Estep 
Score: -44761748.000000 Penalty: 6397.223633
	Iteration 3Q: 3 clusters Score -4.476175e+07 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204408 members 
Mstep: Class 2 contains 194956 members 
Entering Unmasked Estep 
Score: -44767596.000000 Penalty: 6397.223633
	Iteration 4Q: 3 clusters Score -4.47676e+07 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204479 members 
Mstep: Class 2 contains 194885 members 
Entering Unmasked Estep 
Score: -44775500.000000 Penalty: 6397.223633
	Iteration 5Q: 3 clusters Score -4.47755e+07 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203875 members 
Mstep: Class 2 contains 195489 members 
Entering Unmasked Estep 
Score: -44784840.000000 Penalty: 6397.223633
	Iteration 6F: 3 clusters Score -4.478484e+07 nChanged 21909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201892 members 
Mstep: Class 2 contains 197472 members 
Entering Unmasked Estep 
Score: -44796688.000000 Penalty: 6397.223633
	Iteration 7F: 3 clusters Score -4.479669e+07 nChanged 23221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197691 members 
Mstep: Class 2 contains 201673 members 
Entering Unmasked Estep 
Score: -44810976.000000 Penalty: 6397.223633
	Iteration 8F: 3 clusters Score -4.481098e+07 nChanged 22992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191469 members 
Mstep: Class 2 contains 207895 members 
Entering Unmasked Estep 
Score: -44826320.000000 Penalty: 6397.223633
	Iteration 9F: 3 clusters Score -4.482632e+07 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 214899 members 
Entering Unmasked Estep 
Score: -44838856.000000 Penalty: 6397.223633
	Iteration 10F: 3 clusters Score -4.483886e+07 nChanged 16394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177967 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -44846168.000000 Penalty: 6397.223633
	Iteration 11Q: 3 clusters Score -4.484617e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172162 members 
Mstep: Class 2 contains 227202 members 
Entering Unmasked Estep 
Score: -44849572.000000 Penalty: 6397.223633
	Iteration 12Q: 3 clusters Score -4.484957e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 232725 members 
Entering Unmasked Estep 
Score: -44851740.000000 Penalty: 6397.223633
	Iteration 13Q: 3 clusters Score -4.485174e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 238155 members 
Entering Unmasked Estep 
Score: -44853664.000000 Penalty: 6397.223633
	Iteration 14Q: 3 clusters Score -4.485366e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 243625 members 
Entering Unmasked Estep 
Score: -44855308.000000 Penalty: 6397.223633
	Iteration 15Q: 3 clusters Score -4.485531e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 249175 members 
Entering Unmasked Estep 
Score: -44856956.000000 Penalty: 6397.223633
	Iteration 16Q: 3 clusters Score -4.485696e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 254835 members 
Entering Unmasked Estep 
Score: -44858592.000000 Penalty: 6397.223633
	Iteration 17Q: 3 clusters Score -4.485859e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 260603 members 
Entering Unmasked Estep 
Score: -44860468.000000 Penalty: 6397.223633
	Iteration 18Q: 3 clusters Score -4.486047e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132781 members 
Mstep: Class 2 contains 266583 members 
Entering Unmasked Estep 
Score: -44862116.000000 Penalty: 6397.223633
	Iteration 19Q: 3 clusters Score -4.486212e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 272812 members 
Entering Unmasked Estep 
Score: -44864100.000000 Penalty: 6397.223633
	Iteration 20F: 3 clusters Score -4.48641e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 279117 members 
Entering Unmasked Estep 
Score: -44865828.000000 Penalty: 6397.223633
	Iteration 21Q: 3 clusters Score -4.486583e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 285629 members 
Entering Unmasked Estep 
Score: -44867676.000000 Penalty: 6397.223633
	Iteration 22Q: 3 clusters Score -4.486768e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 292401 members 
Entering Unmasked Estep 
Score: -44868464.000000 Penalty: 6397.223633
	Iteration 23Q: 3 clusters Score -4.486846e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 299284 members 
Entering Unmasked Estep 
Score: -44868840.000000 Penalty: 6397.223633
	Iteration 24Q: 3 clusters Score -4.486884e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 305982 members 
Entering Unmasked Estep 
Score: -44868728.000000 Penalty: 6397.223633
	Iteration 25Q: 3 clusters Score -4.486873e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 312450 members 
Entering Unmasked Estep 
Score: -44867784.000000 Penalty: 6397.223633
	Iteration 26Q: 3 clusters Score -4.486778e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 318316 members 
Entering Unmasked Estep 
Score: -44866396.000000 Penalty: 6397.223633
	Iteration 27Q: 3 clusters Score -4.48664e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 323623 members 
Entering Unmasked Estep 
Score: -44864816.000000 Penalty: 6397.223633
	Iteration 28Q: 3 clusters Score -4.486482e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 328448 members 
Entering Unmasked Estep 
Score: -44863156.000000 Penalty: 6397.223633
	Iteration 29Q: 3 clusters Score -4.486316e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 332707 members 
Entering Unmasked Estep 
Score: -44861112.000000 Penalty: 6397.223633
	Iteration 30Q: 3 clusters Score -4.486111e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 336479 members 
Entering Unmasked Estep 
Score: -44859004.000000 Penalty: 6397.223633
	Iteration 31Q: 3 clusters Score -4.4859e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 339844 members 
Entering Unmasked Estep 
Score: -44857336.000000 Penalty: 6397.223633
	Iteration 32Q: 3 clusters Score -4.485734e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 342865 members 
Entering Unmasked Estep 
Score: -44855520.000000 Penalty: 6397.223633
	Iteration 33Q: 3 clusters Score -4.485552e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 345560 members 
Entering Unmasked Estep 
Score: -44854056.000000 Penalty: 6397.223633
	Iteration 34Q: 3 clusters Score -4.485406e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 347867 members 
Entering Unmasked Estep 
Score: -44852672.000000 Penalty: 6397.223633
	Iteration 35Q: 3 clusters Score -4.485267e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 349913 members 
Entering Unmasked Estep 
Score: -44851696.000000 Penalty: 6397.223633
	Iteration 36Q: 3 clusters Score -4.48517e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 351738 members 
Entering Unmasked Estep 
Score: -44850628.000000 Penalty: 6397.223633
	Iteration 37Q: 3 clusters Score -4.485063e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 353397 members 
Entering Unmasked Estep 
Score: -44849540.000000 Penalty: 6397.223633
	Iteration 38Q: 3 clusters Score -4.484954e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 354953 members 
Entering Unmasked Estep 
Score: -44848844.000000 Penalty: 6397.223633
	Iteration 39Q: 3 clusters Score -4.484884e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 356411 members 
Entering Unmasked Estep 
Score: -44848160.000000 Penalty: 6397.223633
	Iteration 40F: 3 clusters Score -4.484816e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 357745 members 
Entering Unmasked Estep 
Score: -44847408.000000 Penalty: 6397.223633
	Iteration 41Q: 3 clusters Score -4.484741e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 359050 members 
Entering Unmasked Estep 
Score: -44846600.000000 Penalty: 6397.223633
	Iteration 42Q: 3 clusters Score -4.48466e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 360179 members 
Entering Unmasked Estep 
Score: -44846056.000000 Penalty: 6397.223633
	Iteration 43Q: 3 clusters Score -4.484606e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 361273 members 
Entering Unmasked Estep 
Score: -44845356.000000 Penalty: 6397.223633
	Iteration 44Q: 3 clusters Score -4.484536e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 362316 members 
Entering Unmasked Estep 
Score: -44844716.000000 Penalty: 6397.223633
	Iteration 45Q: 3 clusters Score -4.484472e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 363228 members 
Entering Unmasked Estep 
Score: -44844176.000000 Penalty: 6397.223633
	Iteration 46Q: 3 clusters Score -4.484418e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 364076 members 
Entering Unmasked Estep 
Score: -44843804.000000 Penalty: 6397.223633
	Iteration 47Q: 3 clusters Score -4.48438e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 364863 members 
Entering Unmasked Estep 
Score: -44843556.000000 Penalty: 6397.223633
	Iteration 48Q: 3 clusters Score -4.484356e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 365606 members 
Entering Unmasked Estep 
Score: -44843052.000000 Penalty: 6397.223633
	Iteration 49Q: 3 clusters Score -4.484305e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 366306 members 
Entering Unmasked Estep 
Score: -44842724.000000 Penalty: 6397.223633
	Iteration 50Q: 3 clusters Score -4.484272e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 366988 members 
Entering Unmasked Estep 
Score: -44842440.000000 Penalty: 6397.223633
	Iteration 51Q: 3 clusters Score -4.484244e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 367605 members 
Entering Unmasked Estep 
Score: -44842136.000000 Penalty: 6397.223633
	Iteration 52Q: 3 clusters Score -4.484214e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 368160 members 
Entering Unmasked Estep 
Score: -44841964.000000 Penalty: 6397.223633
	Iteration 53Q: 3 clusters Score -4.484196e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 368673 members 
Entering Unmasked Estep 
Score: -44841604.000000 Penalty: 6397.223633
	Iteration 54Q: 3 clusters Score -4.48416e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 369165 members 
Entering Unmasked Estep 
Score: -44841368.000000 Penalty: 6397.223633
	Iteration 55Q: 3 clusters Score -4.484137e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 369630 members 
Entering Unmasked Estep 
Score: -44841140.000000 Penalty: 6397.223633
	Iteration 56Q: 3 clusters Score -4.484114e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 370047 members 
Entering Unmasked Estep 
Score: -44840960.000000 Penalty: 6397.223633
	Iteration 57Q: 3 clusters Score -4.484096e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 370483 members 
Entering Unmasked Estep 
Score: -44840796.000000 Penalty: 6397.223633
	Iteration 58Q: 3 clusters Score -4.48408e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 370840 members 
Entering Unmasked Estep 
Score: -44840464.000000 Penalty: 6397.223633
	Iteration 59Q: 3 clusters Score -4.484046e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 371166 members 
Entering Unmasked Estep 
Score: -44840276.000000 Penalty: 6397.223633
	Iteration 60F: 3 clusters Score -4.484028e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 371469 members 
Entering Unmasked Estep 
Score: -44840108.000000 Penalty: 6397.223633
	Iteration 61Q: 3 clusters Score -4.484011e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 371756 members 
Entering Unmasked Estep 
Score: -44839828.000000 Penalty: 6397.223633
	Iteration 62Q: 3 clusters Score -4.483983e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 372016 members 
Entering Unmasked Estep 
Score: -44839636.000000 Penalty: 6397.223633
	Iteration 63Q: 3 clusters Score -4.483964e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 372284 members 
Entering Unmasked Estep 
Score: -44839444.000000 Penalty: 6397.223633
	Iteration 64Q: 3 clusters Score -4.483944e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 372559 members 
Entering Unmasked Estep 
Score: -44839352.000000 Penalty: 6397.223633
	Iteration 65Q: 3 clusters Score -4.483935e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 372837 members 
Entering Unmasked Estep 
Score: -44839100.000000 Penalty: 6397.223633
	Iteration 66Q: 3 clusters Score -4.48391e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 373073 members 
Entering Unmasked Estep 
Score: -44838984.000000 Penalty: 6397.223633
	Iteration 67Q: 3 clusters Score -4.483898e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 373301 members 
Entering Unmasked Estep 
Score: -44838872.000000 Penalty: 6397.223633
	Iteration 68Q: 3 clusters Score -4.483887e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 373514 members 
Entering Unmasked Estep 
Score: -44838768.000000 Penalty: 6397.223633
	Iteration 69Q: 3 clusters Score -4.483877e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 373700 members 
Entering Unmasked Estep 
Score: -44838736.000000 Penalty: 6397.223633
	Iteration 70Q: 3 clusters Score -4.483874e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 373886 members 
Entering Unmasked Estep 
Score: -44838636.000000 Penalty: 6397.223633
	Iteration 71Q: 3 clusters Score -4.483864e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 374086 members 
Entering Unmasked Estep 
Score: -44838504.000000 Penalty: 6397.223633
	Iteration 72Q: 3 clusters Score -4.48385e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 374253 members 
Entering Unmasked Estep 
Score: -44838400.000000 Penalty: 6397.223633
	Iteration 73Q: 3 clusters Score -4.48384e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 374413 members 
Entering Unmasked Estep 
Score: -44838312.000000 Penalty: 6397.223633
	Iteration 74Q: 3 clusters Score -4.483831e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 374568 members 
Entering Unmasked Estep 
Score: -44838184.000000 Penalty: 6397.223633
	Iteration 75Q: 3 clusters Score -4.483818e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 374734 members 
Entering Unmasked Estep 
Score: -44838104.000000 Penalty: 6397.223633
	Iteration 76Q: 3 clusters Score -4.48381e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 374898 members 
Entering Unmasked Estep 
Score: -44837960.000000 Penalty: 6397.223633
	Iteration 77Q: 3 clusters Score -4.483796e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 375050 members 
Entering Unmasked Estep 
Score: -44837856.000000 Penalty: 6397.223633
	Iteration 78Q: 3 clusters Score -4.483786e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 375177 members 
Entering Unmasked Estep 
Score: -44837816.000000 Penalty: 6397.223633
	Iteration 79Q: 3 clusters Score -4.483782e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 375306 members 
Entering Unmasked Estep 
Score: -44837704.000000 Penalty: 6397.223633
	Iteration 80F: 3 clusters Score -4.48377e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 375437 members 
Entering Unmasked Estep 
Score: -44837504.000000 Penalty: 6397.223633
	Iteration 81Q: 3 clusters Score -4.48375e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 375550 members 
Entering Unmasked Estep 
Score: -44837392.000000 Penalty: 6397.223633
	Iteration 82Q: 3 clusters Score -4.483739e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 375677 members 
Entering Unmasked Estep 
Score: -44837368.000000 Penalty: 6397.223633
	Iteration 83Q: 3 clusters Score -4.483737e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 375808 members 
Entering Unmasked Estep 
Score: -44837208.000000 Penalty: 6397.223633
	Iteration 84Q: 3 clusters Score -4.483721e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 375973 members 
Entering Unmasked Estep 
Score: -44837092.000000 Penalty: 6397.223633
	Iteration 85Q: 3 clusters Score -4.483709e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 376154 members 
Entering Unmasked Estep 
Score: -44837008.000000 Penalty: 6397.223633
	Iteration 86Q: 3 clusters Score -4.483701e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 376329 members 
Entering Unmasked Estep 
Score: -44837040.000000 Penalty: 6397.223633
	Iteration 87Q: 3 clusters Score -4.483704e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 376514 members 
Entering Unmasked Estep 
Score: -44836872.000000 Penalty: 6397.223633
	Iteration 88Q: 3 clusters Score -4.483687e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 376717 members 
Entering Unmasked Estep 
Score: -44836736.000000 Penalty: 6397.223633
	Iteration 89Q: 3 clusters Score -4.483674e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 376890 members 
Entering Unmasked Estep 
Score: -44836612.000000 Penalty: 6397.223633
	Iteration 90Q: 3 clusters Score -4.483661e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 377070 members 
Entering Unmasked Estep 
Score: -44836408.000000 Penalty: 6397.223633
	Iteration 91Q: 3 clusters Score -4.483641e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 377249 members 
Entering Unmasked Estep 
Score: -44836244.000000 Penalty: 6397.223633
	Iteration 92Q: 3 clusters Score -4.483624e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 377461 members 
Entering Unmasked Estep 
Score: -44836248.000000 Penalty: 6397.223633
	Iteration 93Q: 3 clusters Score -4.483625e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 377672 members 
Entering Unmasked Estep 
Score: -44836220.000000 Penalty: 6397.223633
	Iteration 94Q: 3 clusters Score -4.483622e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 377881 members 
Entering Unmasked Estep 
Score: -44836112.000000 Penalty: 6397.223633
	Iteration 95Q: 3 clusters Score -4.483611e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 378099 members 
Entering Unmasked Estep 
Score: -44836112.000000 Penalty: 6397.223633
	Iteration 96Q: 3 clusters Score -4.483611e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 378318 members 
Entering Unmasked Estep 
Score: -44835912.000000 Penalty: 6397.223633
	Iteration 97Q: 3 clusters Score -4.483591e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 378572 members 
Entering Unmasked Estep 
Score: -44835812.000000 Penalty: 6397.223633
	Iteration 98Q: 3 clusters Score -4.483581e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 378831 members 
Entering Unmasked Estep 
Score: -44835692.000000 Penalty: 6397.223633
	Iteration 99Q: 3 clusters Score -4.483569e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 379077 members 
Entering Unmasked Estep 
Score: -44835596.000000 Penalty: 6397.223633
	Iteration 100F: 3 clusters Score -4.48356e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 379348 members 
Entering Unmasked Estep 
Score: -44835448.000000 Penalty: 6397.223633
	Iteration 101Q: 3 clusters Score -4.483545e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 379597 members 
Entering Unmasked Estep 
Score: -44835288.000000 Penalty: 6397.223633
	Iteration 102Q: 3 clusters Score -4.483529e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 379843 members 
Entering Unmasked Estep 
Score: -44835092.000000 Penalty: 6397.223633
	Iteration 103Q: 3 clusters Score -4.483509e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 380075 members 
Entering Unmasked Estep 
Score: -44834984.000000 Penalty: 6397.223633
	Iteration 104Q: 3 clusters Score -4.483498e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 380346 members 
Entering Unmasked Estep 
Score: -44834972.000000 Penalty: 6397.223633
	Iteration 105Q: 3 clusters Score -4.483497e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 380586 members 
Entering Unmasked Estep 
Score: -44834824.000000 Penalty: 6397.223633
	Iteration 106Q: 3 clusters Score -4.483482e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 380795 members 
Entering Unmasked Estep 
Score: -44834860.000000 Penalty: 6397.223633
	Iteration 107Q: 3 clusters Score -4.483486e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 381010 members 
Entering Unmasked Estep 
Score: -44834768.000000 Penalty: 6397.223633
	Iteration 108Q: 3 clusters Score -4.483477e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 381220 members 
Entering Unmasked Estep 
Score: -44834628.000000 Penalty: 6397.223633
	Iteration 109Q: 3 clusters Score -4.483463e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 381457 members 
Entering Unmasked Estep 
Score: -44834528.000000 Penalty: 6397.223633
	Iteration 110Q: 3 clusters Score -4.483453e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 381620 members 
Entering Unmasked Estep 
Score: -44834572.000000 Penalty: 6397.223633
	Iteration 111Q: 3 clusters Score -4.483457e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 381768 members 
Entering Unmasked Estep 
Score: -44834520.000000 Penalty: 6397.223633
	Iteration 112Q: 3 clusters Score -4.483452e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 381915 members 
Entering Unmasked Estep 
Score: -44834528.000000 Penalty: 6397.223633
	Iteration 113Q: 3 clusters Score -4.483453e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 381997 members 
Entering Unmasked Estep 
Score: -44834544.000000 Penalty: 6397.223633
	Iteration 114Q: 3 clusters Score -4.483454e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 382085 members 
Entering Unmasked Estep 
Score: -44834572.000000 Penalty: 6397.223633
	Iteration 115Q: 3 clusters Score -4.483457e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 382145 members 
Entering Unmasked Estep 
Score: -44834552.000000 Penalty: 6397.223633
	Iteration 116Q: 3 clusters Score -4.483455e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 382191 members 
Entering Unmasked Estep 
Score: -44834612.000000 Penalty: 6397.223633
	Iteration 117Q: 3 clusters Score -4.483461e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 382229 members 
Entering Unmasked Estep 
Score: -44834636.000000 Penalty: 6397.223633
	Iteration 118Q: 3 clusters Score -4.483464e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 382260 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4.483458e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 382262 members 
Entering Unmasked Estep 
Score: -44834624.000000 Penalty: 6397.223633
	Iteration 120F: 3 clusters Score -4.483462e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 382265 members 
Entering Unmasked Estep 
Score: -44834624.000000 Penalty: 6397.223633
	Iteration 121Q: 3 clusters Score -4.483462e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 382276 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4.483466e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 382295 members 
Entering Unmasked Estep 
Score: -44834628.000000 Penalty: 6397.223633
	Iteration 123Q: 3 clusters Score -4.483463e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 382310 members 
Entering Unmasked Estep 
Score: -44834600.000000 Penalty: 6397.223633
	Iteration 124Q: 3 clusters Score -4.48346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 382327 members 
Entering Unmasked Estep 
Score: -44834672.000000 Penalty: 6397.223633
	Iteration 125Q: 3 clusters Score -4.483467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 382330 members 
Entering Unmasked Estep 
Score: -44834648.000000 Penalty: 6397.223633
	Iteration 126Q: 3 clusters Score -4.483465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 382320 members 
Entering Unmasked Estep 
Score: -44834728.000000 Penalty: 6397.223633
	Iteration 127Q: 3 clusters Score -4.483473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 382316 members 
Entering Unmasked Estep 
Score: -44834752.000000 Penalty: 6397.223633
	Iteration 128Q: 3 clusters Score -4.483475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 382317 members 
Entering Unmasked Estep 
Score: -44834736.000000 Penalty: 6397.223633
	Iteration 129Q: 3 clusters Score -4.483474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 382317 members 
Entering Unmasked Estep 
Score: -44834748.000000 Penalty: 6397.223633
	Iteration 130Q: 3 clusters Score -4.483475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 382323 members 
Entering Unmasked Estep 
Score: -44834760.000000 Penalty: 6397.223633
	Iteration 131Q: 3 clusters Score -4.483476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 382328 members 
Entering Unmasked Estep 
Score: -44834764.000000 Penalty: 6397.223633
	Iteration 132Q: 3 clusters Score -4.483476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 382330 members 
Entering Unmasked Estep 
Score: -44834760.000000 Penalty: 6397.223633
	Iteration 133Q: 3 clusters Score -4.483476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 382316 members 
Entering Unmasked Estep 
Score: -44834784.000000 Penalty: 6397.223633
	Iteration 134Q: 3 clusters Score -4.483478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 382310 members 
Entering Unmasked Estep 
Score: -44834788.000000 Penalty: 6397.223633
	Iteration 135Q: 3 clusters Score -4.483479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 382305 members 
Entering Unmasked Estep 
Score: -44834756.000000 Penalty: 6397.223633
	Iteration 136Q: 3 clusters Score -4.483476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 382295 members 
Entering Unmasked Estep 
Score: -44834780.000000 Penalty: 6397.223633
	Iteration 137Q: 3 clusters Score -4.483478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 382289 members 
Entering Unmasked Estep 
Score: -44834760.000000 Penalty: 6397.223633
	Iteration 138Q: 3 clusters Score -4.483476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 382289 members 
Entering Unmasked Estep 
Score: -44834772.000000 Penalty: 6397.223633
	Iteration 139Q: 3 clusters Score -4.483477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 382287 members 
Entering Unmasked Estep 
Score: -44834752.000000 Penalty: 6397.223633
	Iteration 140F: 3 clusters Score -4.483475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 382288 members 
Entering Unmasked Estep 
Score: -44834764.000000 Penalty: 6397.223633
	Iteration 141Q: 3 clusters Score -4.483476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 382287 members 
Entering Unmasked Estep 
Score: -44834748.000000 Penalty: 6397.223633
	Iteration 142Q: 3 clusters Score -4.483475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 382283 members 
Entering Unmasked Estep 
Score: -44834724.000000 Penalty: 6397.223633
	Iteration 143Q: 3 clusters Score -4.483472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 382280 members 
Entering Unmasked Estep 
Score: -44834744.000000 Penalty: 6397.223633
	Iteration 144Q: 3 clusters Score -4.483474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 382281 members 
Entering Unmasked Estep 
Score: -44834740.000000 Penalty: 6397.223633
	Iteration 145Q: 3 clusters Score -4.483474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 382284 members 
Entering Unmasked Estep 
Score: -44834740.000000 Penalty: 6397.223633
	Iteration 146Q: 3 clusters Score -4.483474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 382286 members 
Entering Unmasked Estep 
Score: -44834732.000000 Penalty: 6397.223633
	Iteration 147Q: 3 clusters Score -4.483473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 382286 members 
Entering Unmasked Estep 
Score: -44834736.000000 Penalty: 6397.223633
	Iteration 148Q: 3 clusters Score -4.483474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 382286 members 
Entering Unmasked Estep 
Score: -44834724.000000 Penalty: 6397.223633
	Iteration 149Q: 3 clusters Score -4.483472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 382286 members 
Entering Unmasked Estep 
Score: -44834724.000000 Penalty: 6397.223633
	Iteration 150F: 3 clusters Score -4.483472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 31828 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7528 members 
Mstep: Class 27 contains 13432 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 114332 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 1872 members 
Mstep: Class 33 contains 382286 members 
Entering Unmasked Estep 
Score: -110795192.000000 Penalty: 113172.125000
Splitting cluster 22 changes total score from -110730832.000000 to -110795192.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 38002 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 24302 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 71243 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 17078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110818320.000000 Penalty: 113172.125000
Iteration 39Q: 34 clusters Score -1.108183e+08 nChanged 31132
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 39390 members 
Mstep: Class 11 contains 55863 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 57579 members 
Mstep: Class 15 contains 1515 members 
Mstep: Class 16 contains 24080 members 
Mstep: Class 17 contains 10900 members 
Mstep: Class 18 contains 699 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 75712 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 18547 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 31919 members 
Mstep: Class 25 contains 18655 members 
Mstep: Class 26 contains 7516 members 
Mstep: Class 27 contains 13725 members 
Mstep: Class 28 contains 10159 members 
Mstep: Class 29 contains 112876 members 
Mstep: Class 30 contains 1213 members 
Mstep: Class 31 contains 8862 members 
Mstep: Class 32 contains 1822 members 
Mstep: Class 33 contains 371629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110860840.000000 Penalty: 113172.125000
Iteration 40F: 34 clusters Score -1.108608e+08 nChanged 27294
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 3589 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 39460 members 
Mstep: Class 11 contains 54402 members 
Mstep: Class 12 contains 2663 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 55916 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 23783 members 
Mstep: Class 17 contains 10418 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 9949 members 
Mstep: Class 20 contains 78473 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 19227 members 
Mstep: Class 23 contains 38087 members 
Mstep: Class 24 contains 33276 members 
Mstep: Class 25 contains 18392 members 
Mstep: Class 26 contains 7801 members 
Mstep: Class 27 contains 14373 members 
Mstep: Class 28 contains 11830 members 
Mstep: Class 29 contains 112269 members 
Mstep: Class 30 contains 1234 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 370419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875192.000000 Penalty: 113172.125000
Iteration 41Q: 34 clusters Score -1.108752e+08 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 3720 members 
Mstep: Class 7 contains 12179 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 39492 members 
Mstep: Class 11 contains 53583 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 54589 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 16 contains 23637 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 80977 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 19817 members 
Mstep: Class 23 contains 37407 members 
Mstep: Class 24 contains 34054 members 
Mstep: Class 25 contains 18099 members 
Mstep: Class 26 contains 7941 members 
Mstep: Class 27 contains 14832 members 
Mstep: Class 28 contains 13096 members 
Mstep: Class 29 contains 111830 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9302 members 
Mstep: Class 32 contains 1823 members 
Mstep: Class 33 contains 368882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110881000.000000 Penalty: 113172.125000
Iteration 42Q: 34 clusters Score -1.10881e+08 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 12023 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 39486 members 
Mstep: Class 11 contains 53025 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 53339 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 83183 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 20373 members 
Mstep: Class 23 contains 36971 members 
Mstep: Class 24 contains 34516 members 
Mstep: Class 25 contains 17842 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 15168 members 
Mstep: Class 28 contains 14036 members 
Mstep: Class 29 contains 111533 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 9371 members 
Mstep: Class 32 contains 1822 members 
Mstep: Class 33 contains 367553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110884272.000000 Penalty: 113172.125000
Iteration 43Q: 34 clusters Score -1.108843e+08 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 11929 members 
Mstep: Class 8 contains 4314 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 52601 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 52224 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 23524 members 
Mstep: Class 17 contains 9761 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 85230 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 20850 members 
Mstep: Class 23 contains 36603 members 
Mstep: Class 24 contains 34840 members 
Mstep: Class 25 contains 17626 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 15430 members 
Mstep: Class 28 contains 14782 members 
Mstep: Class 29 contains 111349 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 9434 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 366201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110886856.000000 Penalty: 113172.125000
Iteration 44Q: 34 clusters Score -1.108869e+08 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 3595 members 
Mstep: Class 4 contains 3781 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 52305 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 51299 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 23529 members 
Mstep: Class 17 contains 9669 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 86986 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 21253 members 
Mstep: Class 23 contains 36333 members 
Mstep: Class 24 contains 35011 members 
Mstep: Class 25 contains 17425 members 
Mstep: Class 26 contains 8068 members 
Mstep: Class 27 contains 15595 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 111230 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 9463 members 
Mstep: Class 32 contains 1820 members 
Mstep: Class 33 contains 365030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110888200.000000 Penalty: 113172.125000
Iteration 45Q: 34 clusters Score -1.108882e+08 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 788 members 
Mstep: Class 3 contains 3598 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 3867 members 
Mstep: Class 7 contains 11780 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 39346 members 
Mstep: Class 11 contains 52089 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 50408 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 23563 members 
Mstep: Class 17 contains 9609 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 9904 members 
Mstep: Class 20 contains 88649 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 21594 members 
Mstep: Class 23 contains 36177 members 
Mstep: Class 24 contains 35156 members 
Mstep: Class 25 contains 17230 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 15850 members 
Mstep: Class 29 contains 111135 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9484 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 363872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110889704.000000 Penalty: 113172.125000
Iteration 46Q: 34 clusters Score -1.108897e+08 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 3602 members 
Mstep: Class 4 contains 3934 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 7 contains 11741 members 
Mstep: Class 8 contains 4566 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 39292 members 
Mstep: Class 11 contains 51909 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 49694 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 23620 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9898 members 
Mstep: Class 20 contains 90139 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 21878 members 
Mstep: Class 23 contains 36055 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 17030 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 15863 members 
Mstep: Class 28 contains 16232 members 
Mstep: Class 29 contains 111069 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9481 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 362768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110890256.000000 Penalty: 113172.125000
Iteration 47Q: 34 clusters Score -1.108903e+08 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 4635 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 39236 members 
Mstep: Class 11 contains 51796 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 49039 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9895 members 
Mstep: Class 20 contains 91510 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 22141 members 
Mstep: Class 23 contains 35973 members 
Mstep: Class 24 contains 35367 members 
Mstep: Class 25 contains 16858 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 15962 members 
Mstep: Class 28 contains 16555 members 
Mstep: Class 29 contains 111004 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9471 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 361615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110891016.000000 Penalty: 113172.125000
Iteration 48Q: 34 clusters Score -1.10891e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 997 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 39176 members 
Mstep: Class 11 contains 51707 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 48475 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 23766 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9892 members 
Mstep: Class 20 contains 92718 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 35890 members 
Mstep: Class 24 contains 35448 members 
Mstep: Class 25 contains 16698 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 16829 members 
Mstep: Class 29 contains 110961 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9470 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 360576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110891704.000000 Penalty: 113172.125000
Iteration 49Q: 34 clusters Score -1.108917e+08 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 3905 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 4720 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 39112 members 
Mstep: Class 11 contains 51641 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 47962 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 23853 members 
Mstep: Class 17 contains 9529 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9888 members 
Mstep: Class 20 contains 93780 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 22563 members 
Mstep: Class 23 contains 35848 members 
Mstep: Class 24 contains 35536 members 
Mstep: Class 25 contains 16550 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 16090 members 
Mstep: Class 28 contains 17031 members 
Mstep: Class 29 contains 110934 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9468 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 359636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110892264.000000 Penalty: 113172.125000
Iteration 50Q: 34 clusters Score -1.108923e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 39049 members 
Mstep: Class 11 contains 51570 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 47523 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 23943 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9885 members 
Mstep: Class 20 contains 94679 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 22769 members 
Mstep: Class 23 contains 35821 members 
Mstep: Class 24 contains 35610 members 
Mstep: Class 25 contains 16417 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 16136 members 
Mstep: Class 28 contains 17197 members 
Mstep: Class 29 contains 110908 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9458 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 358773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110892040.000000 Penalty: 113172.125000
Iteration 51Q: 34 clusters Score -1.10892e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 1008 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 38991 members 
Mstep: Class 11 contains 51492 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 6756 members 
Mstep: Class 14 contains 47162 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24022 members 
Mstep: Class 17 contains 9518 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9887 members 
Mstep: Class 20 contains 95499 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 22950 members 
Mstep: Class 23 contains 35810 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 16310 members 
Mstep: Class 26 contains 8181 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 17336 members 
Mstep: Class 29 contains 110871 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9450 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 357957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110892704.000000 Penalty: 113172.125000
Iteration 52Q: 34 clusters Score -1.108927e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 38943 members 
Mstep: Class 11 contains 51431 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 6757 members 
Mstep: Class 14 contains 46855 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24114 members 
Mstep: Class 17 contains 9543 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9884 members 
Mstep: Class 20 contains 96201 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 23102 members 
Mstep: Class 23 contains 35800 members 
Mstep: Class 24 contains 35748 members 
Mstep: Class 25 contains 16183 members 
Mstep: Class 26 contains 8192 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 17458 members 
Mstep: Class 29 contains 110834 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9435 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 357237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110893248.000000 Penalty: 113172.125000
Iteration 53Q: 34 clusters Score -1.108932e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 38864 members 
Mstep: Class 11 contains 51365 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 46605 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 24194 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9881 members 
Mstep: Class 20 contains 96803 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 23241 members 
Mstep: Class 23 contains 35789 members 
Mstep: Class 24 contains 35771 members 
Mstep: Class 25 contains 16078 members 
Mstep: Class 26 contains 8197 members 
Mstep: Class 27 contains 16228 members 
Mstep: Class 28 contains 17546 members 
Mstep: Class 29 contains 110815 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9427 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 356624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110893568.000000 Penalty: 113172.125000
Iteration 54Q: 34 clusters Score -1.108936e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 38790 members 
Mstep: Class 11 contains 51315 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 24267 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97362 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 23375 members 
Mstep: Class 23 contains 35783 members 
Mstep: Class 24 contains 35798 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 16246 members 
Mstep: Class 28 contains 17607 members 
Mstep: Class 29 contains 110799 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9421 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 356040 members 
Entering Unmasked Estep 
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Score: -110893944.000000 Penalty: 113172.125000
Iteration 55Q: 34 clusters Score -1.108939e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 1030 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 38712 members 
Mstep: Class 11 contains 51262 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 9610 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9875 members 
Mstep: Class 20 contains 97873 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 23515 members 
Mstep: Class 23 contains 35779 members 
Mstep: Class 24 contains 35837 members 
Mstep: Class 25 contains 15891 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 16254 members 
Mstep: Class 28 contains 17669 members 
Mstep: Class 29 contains 110778 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9418 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 355477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110894400.000000 Penalty: 113172.125000
Iteration 56Q: 34 clusters Score -1.108944e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 38649 members 
Mstep: Class 11 contains 51222 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 14 contains 45991 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24439 members 
Mstep: Class 17 contains 9646 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 98335 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 23627 members 
Mstep: Class 23 contains 35761 members 
Mstep: Class 24 contains 35861 members 
Mstep: Class 25 contains 15790 members 
Mstep: Class 26 contains 8203 members 
Mstep: Class 27 contains 16264 members 
Mstep: Class 28 contains 17711 members 
Mstep: Class 29 contains 110766 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9419 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 354984 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.108947e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 3935 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 38568 members 
Mstep: Class 11 contains 51192 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 45813 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 24536 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 98709 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 23727 members 
Mstep: Class 23 contains 35749 members 
Mstep: Class 24 contains 35878 members 
Mstep: Class 25 contains 15682 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 16268 members 
Mstep: Class 28 contains 17745 members 
Mstep: Class 29 contains 110761 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9417 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 354593 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -1.108947e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 38501 members 
Mstep: Class 11 contains 51163 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 45661 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 24598 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 99027 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 23817 members 
Mstep: Class 23 contains 35753 members 
Mstep: Class 24 contains 35925 members 
Mstep: Class 25 contains 15599 members 
Mstep: Class 26 contains 8203 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 17782 members 
Mstep: Class 29 contains 110739 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9420 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 354225 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.108948e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 38440 members 
Mstep: Class 11 contains 51137 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 45540 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 24663 members 
Mstep: Class 17 contains 9745 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 99298 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 23884 members 
Mstep: Class 23 contains 35749 members 
Mstep: Class 24 contains 35949 members 
Mstep: Class 25 contains 15525 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 16283 members 
Mstep: Class 28 contains 17809 members 
Mstep: Class 29 contains 110717 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 9416 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 353909 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.108969e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 11607 members 
Mstep: Class 8 contains 4985 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 38373 members 
Mstep: Class 11 contains 51105 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 45444 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 24720 members 
Mstep: Class 17 contains 9784 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 99533 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 23950 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 15470 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 17835 members 
Mstep: Class 29 contains 110701 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 9416 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 353616 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.108985e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 38316 members 
Mstep: Class 11 contains 51072 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 45362 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24768 members 
Mstep: Class 17 contains 9830 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 99780 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 24011 members 
Mstep: Class 23 contains 35735 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 8177 members 
Mstep: Class 27 contains 16298 members 
Mstep: Class 28 contains 17847 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9417 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 353347 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.108987e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 38261 members 
Mstep: Class 11 contains 51055 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 45290 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 24822 members 
Mstep: Class 17 contains 9878 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 100015 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24070 members 
Mstep: Class 23 contains 35728 members 
Mstep: Class 24 contains 35994 members 
Mstep: Class 25 contains 15347 members 
Mstep: Class 26 contains 8163 members 
Mstep: Class 27 contains 16297 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 110676 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9413 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 353080 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.10899e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 38202 members 
Mstep: Class 11 contains 51038 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 45219 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24885 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 100227 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24124 members 
Mstep: Class 23 contains 35721 members 
Mstep: Class 24 contains 36015 members 
Mstep: Class 25 contains 15291 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 16304 members 
Mstep: Class 28 contains 17874 members 
Mstep: Class 29 contains 110662 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9403 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 352821 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -1.108989e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 11608 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 38154 members 
Mstep: Class 11 contains 51024 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 45152 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24938 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 100427 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24169 members 
Mstep: Class 23 contains 35716 members 
Mstep: Class 24 contains 36026 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 16313 members 
Mstep: Class 28 contains 17883 members 
Mstep: Class 29 contains 110651 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9395 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 352599 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -1.10899e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 5 contains 1149 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 38097 members 
Mstep: Class 11 contains 51008 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 45091 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 24986 members 
Mstep: Class 17 contains 9959 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 100624 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24206 members 
Mstep: Class 23 contains 35710 members 
Mstep: Class 24 contains 36036 members 
Mstep: Class 25 contains 15217 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 16314 members 
Mstep: Class 28 contains 17884 members 
Mstep: Class 29 contains 110640 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 352391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 34 clusters Score -1.108991e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4664 members 
Mstep: Class 5 contains 1161 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 38043 members 
Mstep: Class 11 contains 50991 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 45044 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 25039 members 
Mstep: Class 17 contains 9987 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 100793 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24234 members 
Mstep: Class 23 contains 35707 members 
Mstep: Class 24 contains 36042 members 
Mstep: Class 25 contains 15173 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 16323 members 
Mstep: Class 28 contains 17888 members 
Mstep: Class 29 contains 110636 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9393 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 352191 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -1.108994e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 1178 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 11613 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 37989 members 
Mstep: Class 11 contains 50975 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44991 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 25081 members 
Mstep: Class 17 contains 10013 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 100964 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24263 members 
Mstep: Class 23 contains 35701 members 
Mstep: Class 24 contains 36059 members 
Mstep: Class 25 contains 15134 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 16334 members 
Mstep: Class 28 contains 17886 members 
Mstep: Class 29 contains 110631 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9397 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 351993 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -1.108993e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 37933 members 
Mstep: Class 11 contains 50957 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44933 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 25147 members 
Mstep: Class 17 contains 10045 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 101128 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24288 members 
Mstep: Class 23 contains 35696 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 15082 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 16338 members 
Mstep: Class 28 contains 17893 members 
Mstep: Class 29 contains 110625 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9399 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 351806 members 
Entering Unmasked Estep 
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Iteration 69Q: 34 clusters Score -1.108994e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 37879 members 
Mstep: Class 11 contains 50937 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44891 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 25204 members 
Mstep: Class 17 contains 10079 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 101279 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24314 members 
Mstep: Class 23 contains 35694 members 
Mstep: Class 24 contains 36065 members 
Mstep: Class 25 contains 15024 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 110623 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9399 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 351627 members 
Entering Unmasked Estep 
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Iteration 70Q: 34 clusters Score -1.108997e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 37820 members 
Mstep: Class 11 contains 50919 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 44838 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25259 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 101416 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24327 members 
Mstep: Class 23 contains 35685 members 
Mstep: Class 24 contains 36066 members 
Mstep: Class 25 contains 14977 members 
Mstep: Class 26 contains 8132 members 
Mstep: Class 27 contains 16353 members 
Mstep: Class 28 contains 17893 members 
Mstep: Class 29 contains 110616 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9398 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 351496 members 
Entering Unmasked Estep 
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Iteration 71Q: 34 clusters Score -1.108998e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 37747 members 
Mstep: Class 11 contains 50895 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 44789 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25304 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24339 members 
Mstep: Class 23 contains 35685 members 
Mstep: Class 24 contains 36067 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 16359 members 
Mstep: Class 28 contains 17890 members 
Mstep: Class 29 contains 110620 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9391 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 351370 members 
Entering Unmasked Estep 
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Iteration 72Q: 34 clusters Score -1.108997e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4757 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2505 members 
Mstep: Class 10 contains 37682 members 
Mstep: Class 11 contains 50875 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 44752 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25345 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 101641 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24346 members 
Mstep: Class 23 contains 35688 members 
Mstep: Class 24 contains 36065 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 8116 members 
Mstep: Class 27 contains 16366 members 
Mstep: Class 28 contains 17890 members 
Mstep: Class 29 contains 110623 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9386 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 351238 members 
Entering Unmasked Estep 
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Iteration 73Q: 34 clusters Score -1.108998e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 1238 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 2504 members 
Mstep: Class 10 contains 37600 members 
Mstep: Class 11 contains 50859 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 44720 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 101735 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24353 members 
Mstep: Class 23 contains 35689 members 
Mstep: Class 24 contains 36067 members 
Mstep: Class 25 contains 14880 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 16375 members 
Mstep: Class 28 contains 17891 members 
Mstep: Class 29 contains 110621 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9377 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 351144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900088.000000 Penalty: 113172.125000
Iteration 74Q: 34 clusters Score -1.109001e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 37533 members 
Mstep: Class 11 contains 50845 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 44697 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25475 members 
Mstep: Class 17 contains 10338 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 101796 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24358 members 
Mstep: Class 23 contains 35694 members 
Mstep: Class 24 contains 36068 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 8101 members 
Mstep: Class 27 contains 16384 members 
Mstep: Class 28 contains 17893 members 
Mstep: Class 29 contains 110627 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9376 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 351051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900072.000000 Penalty: 113172.125000
Iteration 75Q: 34 clusters Score -1.109001e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 37483 members 
Mstep: Class 11 contains 50833 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 44678 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25537 members 
Mstep: Class 17 contains 10377 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 101854 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24368 members 
Mstep: Class 23 contains 35694 members 
Mstep: Class 24 contains 36073 members 
Mstep: Class 25 contains 14784 members 
Mstep: Class 26 contains 8095 members 
Mstep: Class 27 contains 16398 members 
Mstep: Class 28 contains 17893 members 
Mstep: Class 29 contains 110625 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9379 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900232.000000 Penalty: 113172.125000
Iteration 76Q: 34 clusters Score -1.109002e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37444 members 
Mstep: Class 11 contains 50827 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 44659 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 10401 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 101925 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24379 members 
Mstep: Class 23 contains 35692 members 
Mstep: Class 24 contains 36076 members 
Mstep: Class 25 contains 14730 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 16410 members 
Mstep: Class 28 contains 17894 members 
Mstep: Class 29 contains 110622 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9376 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900312.000000 Penalty: 113172.125000
Iteration 77Q: 34 clusters Score -1.109003e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4812 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 37408 members 
Mstep: Class 11 contains 50819 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44641 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25640 members 
Mstep: Class 17 contains 10422 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 101984 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24393 members 
Mstep: Class 23 contains 35685 members 
Mstep: Class 24 contains 36068 members 
Mstep: Class 25 contains 14699 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 17894 members 
Mstep: Class 29 contains 110614 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9372 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900128.000000 Penalty: 113172.125000
Iteration 78Q: 34 clusters Score -1.109001e+08 nChanged 419
Entering ConstructFrom: 
Score: -110900128.000000 Penalty: 113172.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Entering Unmasked Estep 
Score: -6457547.500000 Penalty: 2720.480713
	Iteration 0F: 2 clusters Score -6457548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -6418751.500000 Penalty: 5440.961426
	Iteration 0F: 3 clusters Score -6418752 nChanged 26896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -6433681.500000 Penalty: 5440.961426
	Iteration 1F: 3 clusters Score -6433682 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -6434223.000000 Penalty: 5440.961426
	Iteration 2Q: 3 clusters Score -6434223 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6434820.500000 Penalty: 5440.961426
	Iteration 3Q: 3 clusters Score -6434820 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6435573.000000 Penalty: 5440.961426
	Iteration 4Q: 3 clusters Score -6435573 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -6436593.000000 Penalty: 5440.961426
	Iteration 5Q: 3 clusters Score -6436593 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6438168.500000 Penalty: 5440.961426
	Iteration 6F: 3 clusters Score -6438168 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -6440665.000000 Penalty: 5440.961426
	Iteration 7F: 3 clusters Score -6440665 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -6444315.000000 Penalty: 5440.961426
	Iteration 8F: 3 clusters Score -6444315 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -6448635.000000 Penalty: 5440.961426
	Iteration 9F: 3 clusters Score -6448635 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6452110.000000 Penalty: 5440.961426
	Iteration 10F: 3 clusters Score -6452110 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6454023.500000 Penalty: 5440.961426
	Iteration 11Q: 3 clusters Score -6454024 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6454730.000000 Penalty: 5440.961426
	Iteration 12Q: 3 clusters Score -6454730 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6454982.000000 Penalty: 5440.961426
	Iteration 13Q: 3 clusters Score -6454982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6455079.500000 Penalty: 5440.961426
	Iteration 14Q: 3 clusters Score -6455080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6455123.500000 Penalty: 5440.961426
	Iteration 15Q: 3 clusters Score -6455124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6455148.500000 Penalty: 5440.961426
	Iteration 16Q: 3 clusters Score -6455148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6455167.500000 Penalty: 5440.961426
	Iteration 17Q: 3 clusters Score -6455168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6455182.500000 Penalty: 5440.961426
	Iteration 18Q: 3 clusters Score -6455182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6455194.000000 Penalty: 5440.961426
	Iteration 19Q: 3 clusters Score -6455194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6455200.000000 Penalty: 5440.961426
	Iteration 20F: 3 clusters Score -6455200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6455195.500000 Penalty: 5440.961426
	Iteration 21Q: 3 clusters Score -6455196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6455195.500000 Penalty: 5440.961426
	Iteration 22F: 3 clusters Score -6455196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -49929.277344 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -49929.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48397.890625 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -48397.89 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48676.390625 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -48676.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48969.593750 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -48969.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49296.851562 Penalty: 3146.564697
	Iteration 3F: 3 clusters Score -49296.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49757.960938 Penalty: 3146.564697
	Iteration 4F: 3 clusters Score -49757.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50150.628906 Penalty: 3146.564697
	Iteration 5F: 3 clusters Score -50150.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50527.445312 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -50527.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50645.253906 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -50645.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50727.191406 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -50727.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50827.105469 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -50827.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50926.792969 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -50926.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51204.957031 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -51204.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51315.925781 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -51315.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51315.925781 Penalty: 3146.564697
	Iteration 13F: 3 clusters Score -51315.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 35683 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 383 members 
Entering Unmasked Estep 
Score: -110899664.000000 Penalty: 116601.578125
Splitting cluster 2 changes total score from -110900128.000000 to -110899664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -394904.031250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -394904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -391270.781250 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -391270.8 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -392173.531250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -392173.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -392371.687500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -392371.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -392510.062500 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -392510.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -392658.000000 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -392658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -392793.031250 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -392793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -392911.406250 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -392911.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -393034.312500 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -393034.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -393148.968750 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -393149 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -393271.625000 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -393271.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -393386.093750 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -393386.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -393487.312500 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -393487.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -393565.062500 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -393565.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393639.968750 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -393640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -393708.718750 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -393708.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -393776.562500 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -393776.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -393818.000000 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -393818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -393841.093750 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -393841.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -393860.625000 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -393860.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -393876.531250 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -393876.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -393892.187500 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -393892.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -393906.437500 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -393906.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -393919.156250 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -393919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -393929.750000 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -393929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -393938.500000 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -393938.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -393945.187500 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -393945.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -393949.781250 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -393949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -393954.000000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -393954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -393956.812500 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -393956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -393958.343750 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -393958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -393958.906250 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -393958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -393959.656250 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -393959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -393961.312500 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -393961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -393962.750000 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -393962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -393964.500000 Penalty: 4064.200439
	Iteration 34Q: 3 clusters Score -393964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -393965.562500 Penalty: 4064.200439
	Iteration 35Q: 3 clusters Score -393965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -393965.125000 Penalty: 4064.200439
	Iteration 36Q: 3 clusters Score -393965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -393966.031250 Penalty: 4064.200439
	Iteration 37Q: 3 clusters Score -393966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -393966.031250 Penalty: 4064.200439
	Iteration 38F: 3 clusters Score -393966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -520796.093750 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -520796.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -516432.343750 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -516432.3 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -517605.593750 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -517605.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -517903.687500 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -517903.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -518103.250000 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -518103.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -518277.812500 Penalty: 4206.856934
	Iteration 4Q: 3 clusters Score -518277.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -518458.968750 Penalty: 4206.856934
	Iteration 5Q: 3 clusters Score -518459 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -518582.718750 Penalty: 4206.856934
	Iteration 6Q: 3 clusters Score -518582.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -518669.218750 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -518669.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -518740.406250 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -518740.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -518809.937500 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -518809.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -518870.937500 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -518870.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -518919.500000 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -518919.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518966.718750 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -518966.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -519005.562500 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -519005.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -519043.750000 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -519043.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -519087.031250 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -519087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -519124.718750 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -519124.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -519161.437500 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -519161.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -519195.906250 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -519195.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -519217.937500 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -519217.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -519239.312500 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -519239.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -519254.156250 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -519254.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -519276.531250 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -519276.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -519294.687500 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -519294.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -519307.687500 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -519307.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -519317.375000 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -519317.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -519325.937500 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -519325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -519333.875000 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -519333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -519342.281250 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -519342.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -519350.468750 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -519350.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -519357.031250 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -519357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -519365.156250 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -519365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -519368.812500 Penalty: 4206.856934
	Iteration 32Q: 3 clusters Score -519368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -519372.625000 Penalty: 4206.856934
	Iteration 33Q: 3 clusters Score -519372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -519377.343750 Penalty: 4206.856934
	Iteration 34Q: 3 clusters Score -519377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -519383.156250 Penalty: 4206.856934
	Iteration 35Q: 3 clusters Score -519383.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -519387.812500 Penalty: 4206.856934
	Iteration 36Q: 3 clusters Score -519387.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -519390.281250 Penalty: 4206.856934
	Iteration 37Q: 3 clusters Score -519390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -519393.187500 Penalty: 4206.856934
	Iteration 38Q: 3 clusters Score -519393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -519396.718750 Penalty: 4206.856934
	Iteration 39Q: 3 clusters Score -519396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -519399.468750 Penalty: 4206.856934
	Iteration 40F: 3 clusters Score -519399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -519399.968750 Penalty: 4206.856934
	Iteration 41Q: 3 clusters Score -519400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -519399.750000 Penalty: 4206.856934
	Iteration 42Q: 3 clusters Score -519399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -519401.343750 Penalty: 4206.856934
	Iteration 43Q: 3 clusters Score -519401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -519403.093750 Penalty: 4206.856934
	Iteration 44Q: 3 clusters Score -519403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -519404.125000 Penalty: 4206.856934
	Iteration 45Q: 3 clusters Score -519404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -519405.625000 Penalty: 4206.856934
	Iteration 46Q: 3 clusters Score -519405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -519409.562500 Penalty: 4206.856934
	Iteration 47Q: 3 clusters Score -519409.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -519412.937500 Penalty: 4206.856934
	Iteration 48Q: 3 clusters Score -519412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -519415.906250 Penalty: 4206.856934
	Iteration 49Q: 3 clusters Score -519415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -519416.906250 Penalty: 4206.856934
	Iteration 50Q: 3 clusters Score -519416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -519420.687500 Penalty: 4206.856934
	Iteration 51Q: 3 clusters Score -519420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -519422.000000 Penalty: 4206.856934
	Iteration 52Q: 3 clusters Score -519422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -519422.250000 Penalty: 4206.856934
	Iteration 53Q: 3 clusters Score -519422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -519422.406250 Penalty: 4206.856934
	Iteration 54Q: 3 clusters Score -519422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -519422.843750 Penalty: 4206.856934
	Iteration 55Q: 3 clusters Score -519422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -519424.531250 Penalty: 4206.856934
	Iteration 56Q: 3 clusters Score -519424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -519426.312500 Penalty: 4206.856934
	Iteration 57Q: 3 clusters Score -519426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -519428.000000 Penalty: 4206.856934
	Iteration 58Q: 3 clusters Score -519428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -519430.593750 Penalty: 4206.856934
	Iteration 59Q: 3 clusters Score -519430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -519431.218750 Penalty: 4206.856934
	Iteration 60F: 3 clusters Score -519431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -519432.718750 Penalty: 4206.856934
	Iteration 61Q: 3 clusters Score -519432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -519436.625000 Penalty: 4206.856934
	Iteration 62Q: 3 clusters Score -519436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -519438.156250 Penalty: 4206.856934
	Iteration 63Q: 3 clusters Score -519438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -519441.406250 Penalty: 4206.856934
	Iteration 64Q: 3 clusters Score -519441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -519443.625000 Penalty: 4206.856934
	Iteration 65Q: 3 clusters Score -519443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -519445.718750 Penalty: 4206.856934
	Iteration 66Q: 3 clusters Score -519445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -519448.687500 Penalty: 4206.856934
	Iteration 67Q: 3 clusters Score -519448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -519450.875000 Penalty: 4206.856934
	Iteration 68Q: 3 clusters Score -519450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -519454.000000 Penalty: 4206.856934
	Iteration 69Q: 3 clusters Score -519454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -519457.562500 Penalty: 4206.856934
	Iteration 70Q: 3 clusters Score -519457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -519461.843750 Penalty: 4206.856934
	Iteration 71Q: 3 clusters Score -519461.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -519467.468750 Penalty: 4206.856934
	Iteration 72Q: 3 clusters Score -519467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -519470.781250 Penalty: 4206.856934
	Iteration 73Q: 3 clusters Score -519470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -519474.000000 Penalty: 4206.856934
	Iteration 74Q: 3 clusters Score -519474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -519474.781250 Penalty: 4206.856934
	Iteration 75Q: 3 clusters Score -519474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -519474.781250 Penalty: 4206.856934
	Iteration 76F: 3 clusters Score -519474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -107723.804688 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -107723.8 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 611 members 
Entering Unmasked Estep 
Score: -105851.031250 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -105851 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107068.296875 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -107068.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107693.585938 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -107693.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108101.742188 Penalty: 3534.539307
	Iteration 3F: 3 clusters Score -108101.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108283.789062 Penalty: 3534.539307
	Iteration 4F: 3 clusters Score -108283.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108343.781250 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -108343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108398.421875 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -108398.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108419.687500 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -108419.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108446.414062 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -108446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108455.531250 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -108455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -108457.187500 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -108457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -108457.187500 Penalty: 3534.539307
	Iteration 11F: 3 clusters Score -108457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 845 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 35683 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 399 members 
Entering Unmasked Estep 
Score: -110899224.000000 Penalty: 116601.578125
Splitting cluster 5 changes total score from -110900128.000000 to -110899224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -397824.656250 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -397824.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -393963.625000 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -393963.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -395194.937500 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -395194.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -395599.687500 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -395599.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -395833.812500 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -395833.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -395996.062500 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -395996.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -396124.937500 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -396124.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -396225.125000 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -396225.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -396314.406250 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -396314.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -396390.531250 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -396390.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -396479.000000 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -396479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -396535.468750 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -396535.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -396591.500000 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -396591.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -396640.500000 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -396640.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396679.031250 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -396679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -396707.468750 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -396707.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -396735.750000 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -396735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -396755.343750 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -396755.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -396764.906250 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -396764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -396770.187500 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -396770.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -396775.125000 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -396775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -396779.500000 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -396779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -396781.906250 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -396781.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -396785.687500 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -396785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -396789.062500 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -396789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -396792.562500 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -396792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -396794.750000 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -396794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -396795.437500 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -396795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -396796.500000 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -396796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -396799.687500 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -396799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -396801.125000 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -396801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -396803.062500 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -396803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -396805.718750 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -396805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -396805.625000 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -396805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -396807.031250 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -396807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -396807.031250 Penalty: 4112.358398
	Iteration 34F: 3 clusters Score -396807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1291017.750000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1291018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1282443.250000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1282443 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1285113.125000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1285113 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1285611.500000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1285612 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1286119.500000 Penalty: 4638.899902
	Iteration 3F: 3 clusters Score -1286120 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1286716.375000 Penalty: 4638.899902
	Iteration 4F: 3 clusters Score -1286716 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1287304.625000 Penalty: 4638.899902
	Iteration 5F: 3 clusters Score -1287305 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1287785.875000 Penalty: 4638.899902
	Iteration 6F: 3 clusters Score -1287786 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1288172.375000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1288172 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1288454.125000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1288454 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1288675.750000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1288676 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1288839.125000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1288839 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1288959.875000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1288960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1289039.500000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1289040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1289091.875000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1289092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1289129.750000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1289130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1289152.625000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1289153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1289171.625000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1289172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1289191.375000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1289191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1289203.750000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1289204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1289212.375000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1289212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1289217.875000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1289218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1289227.250000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1289227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1289235.500000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1289236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1289239.250000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1289239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1289245.000000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1289245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1289245.125000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1289245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1289252.000000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1289252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1289253.375000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1289253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1289258.875000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1289259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1289265.875000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1289266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1289265.875000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1289266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1289269.250000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1289269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1289269.125000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1289269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1289269.750000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1289270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1289269.750000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1289270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1289270.375000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1289270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1289270.750000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1289271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1289270.750000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1289271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1289273.750000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1289274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1289273.000000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1289273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1289274.250000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1289274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1289276.500000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1289276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1289276.500000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1289276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1289277.250000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1289277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1289276.750000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1289277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1289275.500000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1289276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1289276.625000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1289277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1289276.500000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1289276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1289275.500000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1289276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1289276.250000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1289276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1289276.250000 Penalty: 4638.899902
	Iteration 50F: 3 clusters Score -1289276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -499143.906250 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -499143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -494581.531250 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -494581.5 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -495766.843750 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -495766.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -496084.687500 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -496084.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -496406.812500 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -496406.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -496808.156250 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -496808.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -497224.281250 Penalty: 4233.474121
	Iteration 5F: 3 clusters Score -497224.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -497584.093750 Penalty: 4233.474121
	Iteration 6F: 3 clusters Score -497584.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -497907.968750 Penalty: 4233.474121
	Iteration 7F: 3 clusters Score -497908 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -498153.093750 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -498153.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -498319.062500 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -498319.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -498459.187500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -498459.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -498582.281250 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -498582.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -498688.093750 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -498688.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -498771.062500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -498771.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -498863.406250 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -498863.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -498924.187500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -498924.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -498972.500000 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -498972.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -499006.718750 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -499006.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -499033.187500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -499033.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -499055.406250 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -499055.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -499072.156250 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -499072.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -499085.593750 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -499085.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -499096.937500 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -499096.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -499106.718750 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -499106.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -499111.718750 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -499111.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -499117.187500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -499117.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -499121.625000 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -499121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -499124.062500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -499124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -499128.062500 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -499128.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -499132.437500 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -499132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -499134.906250 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -499134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -499141.593750 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -499141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -499143.562500 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -499143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -499147.656250 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -499147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -499149.718750 Penalty: 4233.474121
	Iteration 34Q: 3 clusters Score -499149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -499151.250000 Penalty: 4233.474121
	Iteration 35Q: 3 clusters Score -499151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -499154.437500 Penalty: 4233.474121
	Iteration 36Q: 3 clusters Score -499154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -499156.562500 Penalty: 4233.474121
	Iteration 37Q: 3 clusters Score -499156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -499158.062500 Penalty: 4233.474121
	Iteration 38Q: 3 clusters Score -499158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -499158.000000 Penalty: 4233.474121
	Iteration 39Q: 3 clusters Score -499158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -499159.187500 Penalty: 4233.474121
	Iteration 40F: 3 clusters Score -499159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -499161.531250 Penalty: 4233.474121
	Iteration 41Q: 3 clusters Score -499161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -499162.218750 Penalty: 4233.474121
	Iteration 42Q: 3 clusters Score -499162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -499164.343750 Penalty: 4233.474121
	Iteration 43Q: 3 clusters Score -499164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -499165.093750 Penalty: 4233.474121
	Iteration 44Q: 3 clusters Score -499165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -499165.406250 Penalty: 4233.474121
	Iteration 45Q: 3 clusters Score -499165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -499165.343750 Penalty: 4233.474121
	Iteration 46Q: 3 clusters Score -499165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -499165.000000 Penalty: 4233.474121
	Iteration 47Q: 3 clusters Score -499165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -499165.250000 Penalty: 4233.474121
	Iteration 48Q: 3 clusters Score -499165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -499165.250000 Penalty: 4233.474121
	Iteration 49F: 3 clusters Score -499165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 35683 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
Score: -110898776.000000 Penalty: 116601.578125
Splitting cluster 8 changes total score from -110900128.000000 to -110898776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -270856.843750 Penalty: 1940.164917
	Iteration 0F: 2 clusters Score -270856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267958.187500 Penalty: 3880.329834
	Iteration 0F: 3 clusters Score -267958.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268494.281250 Penalty: 3880.329834
	Iteration 1F: 3 clusters Score -268494.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268625.843750 Penalty: 3880.329834
	Iteration 2F: 3 clusters Score -268625.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -268695.843750 Penalty: 3880.329834
	Iteration 3Q: 3 clusters Score -268695.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -268738.000000 Penalty: 3880.329834
	Iteration 4Q: 3 clusters Score -268738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -268765.156250 Penalty: 3880.329834
	Iteration 5Q: 3 clusters Score -268765.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -268786.500000 Penalty: 3880.329834
	Iteration 6Q: 3 clusters Score -268786.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268806.593750 Penalty: 3880.329834
	Iteration 7Q: 3 clusters Score -268806.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -268829.187500 Penalty: 3880.329834
	Iteration 8Q: 3 clusters Score -268829.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -268851.593750 Penalty: 3880.329834
	Iteration 9Q: 3 clusters Score -268851.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268882.562500 Penalty: 3880.329834
	Iteration 10Q: 3 clusters Score -268882.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -268909.968750 Penalty: 3880.329834
	Iteration 11Q: 3 clusters Score -268910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268934.562500 Penalty: 3880.329834
	Iteration 12Q: 3 clusters Score -268934.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -268954.593750 Penalty: 3880.329834
	Iteration 13Q: 3 clusters Score -268954.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -268972.187500 Penalty: 3880.329834
	Iteration 14Q: 3 clusters Score -268972.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -268986.093750 Penalty: 3880.329834
	Iteration 15Q: 3 clusters Score -268986.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -269008.875000 Penalty: 3880.329834
	Iteration 16Q: 3 clusters Score -269008.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -269025.031250 Penalty: 3880.329834
	Iteration 17Q: 3 clusters Score -269025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -269036.281250 Penalty: 3880.329834
	Iteration 18Q: 3 clusters Score -269036.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -269046.375000 Penalty: 3880.329834
	Iteration 19Q: 3 clusters Score -269046.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269058.250000 Penalty: 3880.329834
	Iteration 20F: 3 clusters Score -269058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -269069.031250 Penalty: 3880.329834
	Iteration 21Q: 3 clusters Score -269069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -269080.406250 Penalty: 3880.329834
	Iteration 22Q: 3 clusters Score -269080.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -269090.343750 Penalty: 3880.329834
	Iteration 23Q: 3 clusters Score -269090.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -269102.000000 Penalty: 3880.329834
	Iteration 24Q: 3 clusters Score -269102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -269114.250000 Penalty: 3880.329834
	Iteration 25Q: 3 clusters Score -269114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -269128.656250 Penalty: 3880.329834
	Iteration 26Q: 3 clusters Score -269128.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -269145.750000 Penalty: 3880.329834
	Iteration 27Q: 3 clusters Score -269145.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -269163.187500 Penalty: 3880.329834
	Iteration 28Q: 3 clusters Score -269163.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -269180.812500 Penalty: 3880.329834
	Iteration 29Q: 3 clusters Score -269180.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -269194.781250 Penalty: 3880.329834
	Iteration 30Q: 3 clusters Score -269194.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -269211.968750 Penalty: 3880.329834
	Iteration 31Q: 3 clusters Score -269212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -269223.625000 Penalty: 3880.329834
	Iteration 32Q: 3 clusters Score -269223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -269232.156250 Penalty: 3880.329834
	Iteration 33Q: 3 clusters Score -269232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -269239.031250 Penalty: 3880.329834
	Iteration 34Q: 3 clusters Score -269239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -269244.250000 Penalty: 3880.329834
	Iteration 35Q: 3 clusters Score -269244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -269248.312500 Penalty: 3880.329834
	Iteration 36Q: 3 clusters Score -269248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -269253.812500 Penalty: 3880.329834
	Iteration 37Q: 3 clusters Score -269253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -269256.531250 Penalty: 3880.329834
	Iteration 38Q: 3 clusters Score -269256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -269262.656250 Penalty: 3880.329834
	Iteration 39Q: 3 clusters Score -269262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -269270.093750 Penalty: 3880.329834
	Iteration 40F: 3 clusters Score -269270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -269276.156250 Penalty: 3880.329834
	Iteration 41Q: 3 clusters Score -269276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -269282.156250 Penalty: 3880.329834
	Iteration 42Q: 3 clusters Score -269282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -269288.281250 Penalty: 3880.329834
	Iteration 43Q: 3 clusters Score -269288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -269293.562500 Penalty: 3880.329834
	Iteration 44Q: 3 clusters Score -269293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -269299.906250 Penalty: 3880.329834
	Iteration 45Q: 3 clusters Score -269299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -269306.718750 Penalty: 3880.329834
	Iteration 46Q: 3 clusters Score -269306.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -269317.656250 Penalty: 3880.329834
	Iteration 47Q: 3 clusters Score -269317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -269322.406250 Penalty: 3880.329834
	Iteration 48Q: 3 clusters Score -269322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -269325.437500 Penalty: 3880.329834
	Iteration 49Q: 3 clusters Score -269325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -269328.125000 Penalty: 3880.329834
	Iteration 50Q: 3 clusters Score -269328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -269331.218750 Penalty: 3880.329834
	Iteration 51Q: 3 clusters Score -269331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -269333.250000 Penalty: 3880.329834
	Iteration 52Q: 3 clusters Score -269333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -269340.000000 Penalty: 3880.329834
	Iteration 53Q: 3 clusters Score -269340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269346.937500 Penalty: 3880.329834
	Iteration 54Q: 3 clusters Score -269346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -269357.687500 Penalty: 3880.329834
	Iteration 55Q: 3 clusters Score -269357.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -269381.187500 Penalty: 3880.329834
	Iteration 56Q: 3 clusters Score -269381.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -269400.375000 Penalty: 3880.329834
	Iteration 57Q: 3 clusters Score -269400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -269407.718750 Penalty: 3880.329834
	Iteration 58Q: 3 clusters Score -269407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -269413.843750 Penalty: 3880.329834
	Iteration 59Q: 3 clusters Score -269413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -269416.187500 Penalty: 3880.329834
	Iteration 60F: 3 clusters Score -269416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -269418.687500 Penalty: 3880.329834
	Iteration 61Q: 3 clusters Score -269418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -269422.218750 Penalty: 3880.329834
	Iteration 62Q: 3 clusters Score -269422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -269428.156250 Penalty: 3880.329834
	Iteration 63Q: 3 clusters Score -269428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -269435.531250 Penalty: 3880.329834
	Iteration 64Q: 3 clusters Score -269435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269444.406250 Penalty: 3880.329834
	Iteration 65Q: 3 clusters Score -269444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -269451.781250 Penalty: 3880.329834
	Iteration 66Q: 3 clusters Score -269451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -269456.062500 Penalty: 3880.329834
	Iteration 67Q: 3 clusters Score -269456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269460.843750 Penalty: 3880.329834
	Iteration 68Q: 3 clusters Score -269460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269463.187500 Penalty: 3880.329834
	Iteration 69Q: 3 clusters Score -269463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269464.093750 Penalty: 3880.329834
	Iteration 70Q: 3 clusters Score -269464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269464.906250 Penalty: 3880.329834
	Iteration 71Q: 3 clusters Score -269464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269464.906250 Penalty: 3880.329834
	Iteration 72F: 3 clusters Score -269464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Entering Unmasked Estep 
Score: -4132279.000000 Penalty: 2611.118408
	Iteration 0F: 2 clusters Score -4132279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4106852.500000 Penalty: 5222.236816
	Iteration 0F: 3 clusters Score -4106852 nChanged 17138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4116241.250000 Penalty: 5222.236816
	Iteration 1F: 3 clusters Score -4116241 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4116854.500000 Penalty: 5222.236816
	Iteration 2Q: 3 clusters Score -4116854 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4117606.000000 Penalty: 5222.236816
	Iteration 3Q: 3 clusters Score -4117606 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4118582.250000 Penalty: 5222.236816
	Iteration 4Q: 3 clusters Score -4118582 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4119684.750000 Penalty: 5222.236816
	Iteration 5F: 3 clusters Score -4119685 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4120755.000000 Penalty: 5222.236816
	Iteration 6F: 3 clusters Score -4120755 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4121856.750000 Penalty: 5222.236816
	Iteration 7F: 3 clusters Score -4121857 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4122879.750000 Penalty: 5222.236816
	Iteration 8F: 3 clusters Score -4122880 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4123866.000000 Penalty: 5222.236816
	Iteration 9F: 3 clusters Score -4123866 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4124789.750000 Penalty: 5222.236816
	Iteration 10Q: 3 clusters Score -4124790 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4125627.500000 Penalty: 5222.236816
	Iteration 11Q: 3 clusters Score -4125628 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4126253.750000 Penalty: 5222.236816
	Iteration 12Q: 3 clusters Score -4126254 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4126824.750000 Penalty: 5222.236816
	Iteration 13Q: 3 clusters Score -4126825 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4127314.000000 Penalty: 5222.236816
	Iteration 14Q: 3 clusters Score -4127314 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4127769.000000 Penalty: 5222.236816
	Iteration 15Q: 3 clusters Score -4127769 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4128238.750000 Penalty: 5222.236816
	Iteration 16Q: 3 clusters Score -4128239 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4128693.500000 Penalty: 5222.236816
	Iteration 17Q: 3 clusters Score -4128694 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4129214.750000 Penalty: 5222.236816
	Iteration 18Q: 3 clusters Score -4129215 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4129819.250000 Penalty: 5222.236816
	Iteration 19Q: 3 clusters Score -4129819 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -4130343.500000 Penalty: 5222.236816
	Iteration 20F: 3 clusters Score -4130344 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -4130694.750000 Penalty: 5222.236816
	Iteration 21Q: 3 clusters Score -4130695 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4130963.000000 Penalty: 5222.236816
	Iteration 22Q: 3 clusters Score -4130963 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4131134.250000 Penalty: 5222.236816
	Iteration 23Q: 3 clusters Score -4131134 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4131244.000000 Penalty: 5222.236816
	Iteration 24Q: 3 clusters Score -4131244 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -4131318.500000 Penalty: 5222.236816
	Iteration 25Q: 3 clusters Score -4131318 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -4131342.500000 Penalty: 5222.236816
	Iteration 26Q: 3 clusters Score -4131342 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4131373.750000 Penalty: 5222.236816
	Iteration 27Q: 3 clusters Score -4131374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -4131383.250000 Penalty: 5222.236816
	Iteration 28Q: 3 clusters Score -4131383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4131381.500000 Penalty: 5222.236816
	Iteration 29Q: 3 clusters Score -4131382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4131411.250000 Penalty: 5222.236816
	Iteration 30Q: 3 clusters Score -4131411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4131421.250000 Penalty: 5222.236816
	Iteration 31Q: 3 clusters Score -4131421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -4131434.500000 Penalty: 5222.236816
	Iteration 32Q: 3 clusters Score -4131434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4131461.250000 Penalty: 5222.236816
	Iteration 33Q: 3 clusters Score -4131461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4131474.750000 Penalty: 5222.236816
	Iteration 34Q: 3 clusters Score -4131475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4131496.750000 Penalty: 5222.236816
	Iteration 35Q: 3 clusters Score -4131497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4131504.250000 Penalty: 5222.236816
	Iteration 36Q: 3 clusters Score -4131504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4131508.500000 Penalty: 5222.236816
	Iteration 37Q: 3 clusters Score -4131508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4131509.500000 Penalty: 5222.236816
	Iteration 38Q: 3 clusters Score -4131510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4131517.000000 Penalty: 5222.236816
	Iteration 39Q: 3 clusters Score -4131517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4131523.750000 Penalty: 5222.236816
	Iteration 40F: 3 clusters Score -4131524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4131530.750000 Penalty: 5222.236816
	Iteration 41Q: 3 clusters Score -4131531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4131538.500000 Penalty: 5222.236816
	Iteration 42Q: 3 clusters Score -4131538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4131551.250000 Penalty: 5222.236816
	Iteration 43Q: 3 clusters Score -4131551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -4131559.750000 Penalty: 5222.236816
	Iteration 44Q: 3 clusters Score -4131560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4131573.500000 Penalty: 5222.236816
	Iteration 45Q: 3 clusters Score -4131574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4131562.500000 Penalty: 5222.236816
	Iteration 46Q: 3 clusters Score -4131562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4131568.750000 Penalty: 5222.236816
	Iteration 47Q: 3 clusters Score -4131569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4131566.750000 Penalty: 5222.236816
	Iteration 48Q: 3 clusters Score -4131567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4131579.750000 Penalty: 5222.236816
	Iteration 49Q: 3 clusters Score -4131580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4131581.000000 Penalty: 5222.236816
	Iteration 50Q: 3 clusters Score -4131581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4131587.250000 Penalty: 5222.236816
	Iteration 51Q: 3 clusters Score -4131587 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4131600.000000 Penalty: 5222.236816
	Iteration 52Q: 3 clusters Score -4131600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4131602.000000 Penalty: 5222.236816
	Iteration 53Q: 3 clusters Score -4131602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4131607.000000 Penalty: 5222.236816
	Iteration 54Q: 3 clusters Score -4131607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4131610.500000 Penalty: 5222.236816
	Iteration 55Q: 3 clusters Score -4131610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4131616.500000 Penalty: 5222.236816
	Iteration 56Q: 3 clusters Score -4131616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4131617.750000 Penalty: 5222.236816
	Iteration 57Q: 3 clusters Score -4131618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4131626.750000 Penalty: 5222.236816
	Iteration 58Q: 3 clusters Score -4131627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4131624.750000 Penalty: 5222.236816
	Iteration 59Q: 3 clusters Score -4131625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4131619.250000 Penalty: 5222.236816
	Iteration 60F: 3 clusters Score -4131619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4131623.500000 Penalty: 5222.236816
	Iteration 61Q: 3 clusters Score -4131624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -4131624.000000 Penalty: 5222.236816
	Iteration 62Q: 3 clusters Score -4131624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4131630.500000 Penalty: 5222.236816
	Iteration 63Q: 3 clusters Score -4131630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4131635.500000 Penalty: 5222.236816
	Iteration 64Q: 3 clusters Score -4131636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4131634.000000 Penalty: 5222.236816
	Iteration 65Q: 3 clusters Score -4131634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4131630.000000 Penalty: 5222.236816
	Iteration 66Q: 3 clusters Score -4131630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -4131638.750000 Penalty: 5222.236816
	Iteration 67Q: 3 clusters Score -4131639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4131642.000000 Penalty: 5222.236816
	Iteration 68Q: 3 clusters Score -4131642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4131639.250000 Penalty: 5222.236816
	Iteration 69Q: 3 clusters Score -4131639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4131654.250000 Penalty: 5222.236816
	Iteration 70Q: 3 clusters Score -4131654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4131650.750000 Penalty: 5222.236816
	Iteration 71Q: 3 clusters Score -4131651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4131662.250000 Penalty: 5222.236816
	Iteration 72Q: 3 clusters Score -4131662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4131655.000000 Penalty: 5222.236816
	Iteration 73Q: 3 clusters Score -4131655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4131672.250000 Penalty: 5222.236816
	Iteration 74Q: 3 clusters Score -4131672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4131672.250000 Penalty: 5222.236816
	Iteration 75Q: 3 clusters Score -4131672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4131669.500000 Penalty: 5222.236816
	Iteration 76Q: 3 clusters Score -4131670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4131672.750000 Penalty: 5222.236816
	Iteration 77Q: 3 clusters Score -4131673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -4131677.000000 Penalty: 5222.236816
	Iteration 78Q: 3 clusters Score -4131677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4131671.500000 Penalty: 5222.236816
	Iteration 79Q: 3 clusters Score -4131672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4131680.000000 Penalty: 5222.236816
	Iteration 80F: 3 clusters Score -4131680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4131686.750000 Penalty: 5222.236816
	Iteration 81Q: 3 clusters Score -4131687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4131692.500000 Penalty: 5222.236816
	Iteration 82Q: 3 clusters Score -4131692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4131683.000000 Penalty: 5222.236816
	Iteration 83Q: 3 clusters Score -4131683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4131684.750000 Penalty: 5222.236816
	Iteration 84Q: 3 clusters Score -4131685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4131682.250000 Penalty: 5222.236816
	Iteration 85Q: 3 clusters Score -4131682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4131685.000000 Penalty: 5222.236816
	Iteration 86Q: 3 clusters Score -4131685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4131690.250000 Penalty: 5222.236816
	Iteration 87Q: 3 clusters Score -4131690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4131695.750000 Penalty: 5222.236816
	Iteration 88Q: 3 clusters Score -4131696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4131697.000000 Penalty: 5222.236816
	Iteration 89Q: 3 clusters Score -4131697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4131699.750000 Penalty: 5222.236816
	Iteration 90Q: 3 clusters Score -4131700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4131700.000000 Penalty: 5222.236816
	Iteration 91Q: 3 clusters Score -4131700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4131705.500000 Penalty: 5222.236816
	Iteration 92Q: 3 clusters Score -4131706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4131699.750000 Penalty: 5222.236816
	Iteration 93Q: 3 clusters Score -4131700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4131697.250000 Penalty: 5222.236816
	Iteration 94Q: 3 clusters Score -4131697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4131692.750000 Penalty: 5222.236816
	Iteration 95Q: 3 clusters Score -4131693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4131697.750000 Penalty: 5222.236816
	Iteration 96Q: 3 clusters Score -4131698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4131695.000000 Penalty: 5222.236816
	Iteration 97Q: 3 clusters Score -4131695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4131698.750000 Penalty: 5222.236816
	Iteration 98Q: 3 clusters Score -4131699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4131702.750000 Penalty: 5222.236816
	Iteration 99Q: 3 clusters Score -4131703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4131703.500000 Penalty: 5222.236816
	Iteration 100F: 3 clusters Score -4131704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4131704.000000 Penalty: 5222.236816
	Iteration 101Q: 3 clusters Score -4131704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4131702.000000 Penalty: 5222.236816
	Iteration 102Q: 3 clusters Score -4131702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4131693.250000 Penalty: 5222.236816
	Iteration 103Q: 3 clusters Score -4131693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4131699.250000 Penalty: 5222.236816
	Iteration 104Q: 3 clusters Score -4131699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4131704.750000 Penalty: 5222.236816
	Iteration 105Q: 3 clusters Score -4131705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4131699.250000 Penalty: 5222.236816
	Iteration 106Q: 3 clusters Score -4131699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4131701.750000 Penalty: 5222.236816
	Iteration 107Q: 3 clusters Score -4131702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4131701.250000 Penalty: 5222.236816
	Iteration 108Q: 3 clusters Score -4131701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -4131707.750000 Penalty: 5222.236816
	Iteration 109Q: 3 clusters Score -4131708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4131710.250000 Penalty: 5222.236816
	Iteration 110Q: 3 clusters Score -4131710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4131714.000000 Penalty: 5222.236816
	Iteration 111Q: 3 clusters Score -4131714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4131711.750000 Penalty: 5222.236816
	Iteration 112Q: 3 clusters Score -4131712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4131708.250000 Penalty: 5222.236816
	Iteration 113Q: 3 clusters Score -4131708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4131708.250000 Penalty: 5222.236816
	Iteration 114F: 3 clusters Score -4131708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Entering Unmasked Estep 
Score: -5779228.500000 Penalty: 2687.285645
	Iteration 0F: 2 clusters Score -5779228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5744946.000000 Penalty: 5374.571289
	Iteration 0F: 3 clusters Score -5744946 nChanged 23516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5758120.500000 Penalty: 5374.571289
	Iteration 1F: 3 clusters Score -5758120 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5758997.500000 Penalty: 5374.571289
	Iteration 2Q: 3 clusters Score -5758998 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5760069.000000 Penalty: 5374.571289
	Iteration 3Q: 3 clusters Score -5760069 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5761435.000000 Penalty: 5374.571289
	Iteration 4Q: 3 clusters Score -5761435 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -5763222.000000 Penalty: 5374.571289
	Iteration 5F: 3 clusters Score -5763222 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5765387.000000 Penalty: 5374.571289
	Iteration 6F: 3 clusters Score -5765387 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -5767836.000000 Penalty: 5374.571289
	Iteration 7F: 3 clusters Score -5767836 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5770259.500000 Penalty: 5374.571289
	Iteration 8F: 3 clusters Score -5770260 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5772474.000000 Penalty: 5374.571289
	Iteration 9F: 3 clusters Score -5772474 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5774107.500000 Penalty: 5374.571289
	Iteration 10Q: 3 clusters Score -5774108 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5775175.500000 Penalty: 5374.571289
	Iteration 11Q: 3 clusters Score -5775176 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5775860.500000 Penalty: 5374.571289
	Iteration 12Q: 3 clusters Score -5775860 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5776273.500000 Penalty: 5374.571289
	Iteration 13Q: 3 clusters Score -5776274 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5776526.500000 Penalty: 5374.571289
	Iteration 14Q: 3 clusters Score -5776526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5776681.000000 Penalty: 5374.571289
	Iteration 15Q: 3 clusters Score -5776681 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5776765.000000 Penalty: 5374.571289
	Iteration 16Q: 3 clusters Score -5776765 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5776825.500000 Penalty: 5374.571289
	Iteration 17Q: 3 clusters Score -5776826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5776864.000000 Penalty: 5374.571289
	Iteration 18Q: 3 clusters Score -5776864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5776890.500000 Penalty: 5374.571289
	Iteration 19Q: 3 clusters Score -5776890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5776902.000000 Penalty: 5374.571289
	Iteration 20F: 3 clusters Score -5776902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5776913.500000 Penalty: 5374.571289
	Iteration 21Q: 3 clusters Score -5776914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5776923.000000 Penalty: 5374.571289
	Iteration 22Q: 3 clusters Score -5776923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5776925.500000 Penalty: 5374.571289
	Iteration 23Q: 3 clusters Score -5776926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5776922.000000 Penalty: 5374.571289
	Iteration 24Q: 3 clusters Score -5776922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5776923.000000 Penalty: 5374.571289
	Iteration 25Q: 3 clusters Score -5776923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5776928.000000 Penalty: 5374.571289
	Iteration 26Q: 3 clusters Score -5776928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5776931.500000 Penalty: 5374.571289
	Iteration 27Q: 3 clusters Score -5776932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5776936.000000 Penalty: 5374.571289
	Iteration 28Q: 3 clusters Score -5776936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5776941.000000 Penalty: 5374.571289
	Iteration 29Q: 3 clusters Score -5776941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5776939.000000 Penalty: 5374.571289
	Iteration 30Q: 3 clusters Score -5776939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5776951.000000 Penalty: 5374.571289
	Iteration 31Q: 3 clusters Score -5776951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5776952.000000 Penalty: 5374.571289
	Iteration 32Q: 3 clusters Score -5776952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5776955.500000 Penalty: 5374.571289
	Iteration 33Q: 3 clusters Score -5776956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5776960.500000 Penalty: 5374.571289
	Iteration 34Q: 3 clusters Score -5776960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5776963.500000 Penalty: 5374.571289
	Iteration 35Q: 3 clusters Score -5776964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5776964.500000 Penalty: 5374.571289
	Iteration 36Q: 3 clusters Score -5776964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5776967.500000 Penalty: 5374.571289
	Iteration 37Q: 3 clusters Score -5776968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5776966.000000 Penalty: 5374.571289
	Iteration 38Q: 3 clusters Score -5776966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5776966.000000 Penalty: 5374.571289
	Iteration 39Q: 3 clusters Score -5776966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5776968.000000 Penalty: 5374.571289
	Iteration 40F: 3 clusters Score -5776968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5776971.500000 Penalty: 5374.571289
	Iteration 41Q: 3 clusters Score -5776972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5776974.500000 Penalty: 5374.571289
	Iteration 42Q: 3 clusters Score -5776974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5776973.500000 Penalty: 5374.571289
	Iteration 43Q: 3 clusters Score -5776974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5776973.500000 Penalty: 5374.571289
	Iteration 44F: 3 clusters Score -5776974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -276877.875000 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -276877.9 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 1290 members 
Entering Unmasked Estep 
Score: -273970.343750 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -273970.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -275369.968750 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -275370 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -277789.062500 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -277789.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -279824.156250 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -279824.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -280527.312500 Penalty: 3895.195312
	Iteration 4F: 3 clusters Score -280527.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -280729.687500 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -280729.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -280757.250000 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -280757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -280762.437500 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -280762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -280762.437500 Penalty: 3895.195312
	Iteration 8F: 3 clusters Score -280762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 35683 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Entering Unmasked Estep 
Score: -110902512.000000 Penalty: 116601.578125
Splitting cluster 12 changes total score from -110900128.000000 to -110902512.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -754003.812500 Penalty: 2187.972412
	Iteration 0F: 2 clusters Score -754003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -748331.125000 Penalty: 4375.944824
	Iteration 0F: 3 clusters Score -748331.1 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -749822.875000 Penalty: 4375.944824
	Iteration 1F: 3 clusters Score -749822.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -750071.250000 Penalty: 4375.944824
	Iteration 2F: 3 clusters Score -750071.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -750229.187500 Penalty: 4375.944824
	Iteration 3F: 3 clusters Score -750229.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -750349.312500 Penalty: 4375.944824
	Iteration 4Q: 3 clusters Score -750349.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -750453.062500 Penalty: 4375.944824
	Iteration 5Q: 3 clusters Score -750453.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -750574.687500 Penalty: 4375.944824
	Iteration 6Q: 3 clusters Score -750574.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -750691.875000 Penalty: 4375.944824
	Iteration 7Q: 3 clusters Score -750691.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -750803.687500 Penalty: 4375.944824
	Iteration 8Q: 3 clusters Score -750803.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -750939.125000 Penalty: 4375.944824
	Iteration 9Q: 3 clusters Score -750939.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -751071.500000 Penalty: 4375.944824
	Iteration 10Q: 3 clusters Score -751071.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -751206.625000 Penalty: 4375.944824
	Iteration 11Q: 3 clusters Score -751206.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -751336.375000 Penalty: 4375.944824
	Iteration 12Q: 3 clusters Score -751336.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -751453.687500 Penalty: 4375.944824
	Iteration 13Q: 3 clusters Score -751453.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -751548.875000 Penalty: 4375.944824
	Iteration 14Q: 3 clusters Score -751548.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -751624.062500 Penalty: 4375.944824
	Iteration 15Q: 3 clusters Score -751624.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -751684.437500 Penalty: 4375.944824
	Iteration 16Q: 3 clusters Score -751684.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -751736.500000 Penalty: 4375.944824
	Iteration 17Q: 3 clusters Score -751736.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -751787.937500 Penalty: 4375.944824
	Iteration 18Q: 3 clusters Score -751787.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -751832.437500 Penalty: 4375.944824
	Iteration 19Q: 3 clusters Score -751832.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -751869.562500 Penalty: 4375.944824
	Iteration 20F: 3 clusters Score -751869.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -751898.937500 Penalty: 4375.944824
	Iteration 21Q: 3 clusters Score -751898.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -751932.250000 Penalty: 4375.944824
	Iteration 22Q: 3 clusters Score -751932.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -751960.875000 Penalty: 4375.944824
	Iteration 23Q: 3 clusters Score -751960.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -751984.375000 Penalty: 4375.944824
	Iteration 24Q: 3 clusters Score -751984.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -752003.562500 Penalty: 4375.944824
	Iteration 25Q: 3 clusters Score -752003.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -752021.187500 Penalty: 4375.944824
	Iteration 26Q: 3 clusters Score -752021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -752031.437500 Penalty: 4375.944824
	Iteration 27Q: 3 clusters Score -752031.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -752044.750000 Penalty: 4375.944824
	Iteration 28Q: 3 clusters Score -752044.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -752058.125000 Penalty: 4375.944824
	Iteration 29Q: 3 clusters Score -752058.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -752064.312500 Penalty: 4375.944824
	Iteration 30Q: 3 clusters Score -752064.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -752074.312500 Penalty: 4375.944824
	Iteration 31Q: 3 clusters Score -752074.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -752081.500000 Penalty: 4375.944824
	Iteration 32Q: 3 clusters Score -752081.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -752089.625000 Penalty: 4375.944824
	Iteration 33Q: 3 clusters Score -752089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -752095.562500 Penalty: 4375.944824
	Iteration 34Q: 3 clusters Score -752095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -752100.000000 Penalty: 4375.944824
	Iteration 35Q: 3 clusters Score -752100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -752104.437500 Penalty: 4375.944824
	Iteration 36Q: 3 clusters Score -752104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -752108.000000 Penalty: 4375.944824
	Iteration 37Q: 3 clusters Score -752108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -752112.062500 Penalty: 4375.944824
	Iteration 38Q: 3 clusters Score -752112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -752113.875000 Penalty: 4375.944824
	Iteration 39Q: 3 clusters Score -752113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -752114.312500 Penalty: 4375.944824
	Iteration 40F: 3 clusters Score -752114.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -752119.437500 Penalty: 4375.944824
	Iteration 41Q: 3 clusters Score -752119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -752125.125000 Penalty: 4375.944824
	Iteration 42Q: 3 clusters Score -752125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -752128.750000 Penalty: 4375.944824
	Iteration 43Q: 3 clusters Score -752128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -752128.062500 Penalty: 4375.944824
	Iteration 44Q: 3 clusters Score -752128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -752129.687500 Penalty: 4375.944824
	Iteration 45Q: 3 clusters Score -752129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -752130.812500 Penalty: 4375.944824
	Iteration 46Q: 3 clusters Score -752130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -752130.812500 Penalty: 4375.944824
	Iteration 47Q: 3 clusters Score -752130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -752130.812500 Penalty: 4375.944824
	Iteration 48F: 3 clusters Score -752130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Entering Unmasked Estep 
Score: -5050521.000000 Penalty: 2655.105713
	Iteration 0F: 2 clusters Score -5050521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5020223.500000 Penalty: 5310.211426
	Iteration 0F: 3 clusters Score -5020224 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -5031695.000000 Penalty: 5310.211426
	Iteration 1F: 3 clusters Score -5031695 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5032371.500000 Penalty: 5310.211426
	Iteration 2Q: 3 clusters Score -5032372 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5033137.500000 Penalty: 5310.211426
	Iteration 3Q: 3 clusters Score -5033138 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5034138.000000 Penalty: 5310.211426
	Iteration 4Q: 3 clusters Score -5034138 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5035487.500000 Penalty: 5310.211426
	Iteration 5Q: 3 clusters Score -5035488 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5037271.500000 Penalty: 5310.211426
	Iteration 6F: 3 clusters Score -5037272 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -5039248.000000 Penalty: 5310.211426
	Iteration 7F: 3 clusters Score -5039248 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5041165.000000 Penalty: 5310.211426
	Iteration 8F: 3 clusters Score -5041165 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -5042754.000000 Penalty: 5310.211426
	Iteration 9Q: 3 clusters Score -5042754 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5044037.500000 Penalty: 5310.211426
	Iteration 10Q: 3 clusters Score -5044038 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5045032.000000 Penalty: 5310.211426
	Iteration 11Q: 3 clusters Score -5045032 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5045804.000000 Penalty: 5310.211426
	Iteration 12Q: 3 clusters Score -5045804 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5046420.000000 Penalty: 5310.211426
	Iteration 13Q: 3 clusters Score -5046420 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5046866.000000 Penalty: 5310.211426
	Iteration 14Q: 3 clusters Score -5046866 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5047245.500000 Penalty: 5310.211426
	Iteration 15Q: 3 clusters Score -5047246 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -5047500.500000 Penalty: 5310.211426
	Iteration 16Q: 3 clusters Score -5047500 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5047712.000000 Penalty: 5310.211426
	Iteration 17Q: 3 clusters Score -5047712 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5047847.500000 Penalty: 5310.211426
	Iteration 18Q: 3 clusters Score -5047848 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5047926.500000 Penalty: 5310.211426
	Iteration 19Q: 3 clusters Score -5047926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5048015.500000 Penalty: 5310.211426
	Iteration 20F: 3 clusters Score -5048016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5048066.500000 Penalty: 5310.211426
	Iteration 21Q: 3 clusters Score -5048066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5048134.500000 Penalty: 5310.211426
	Iteration 22Q: 3 clusters Score -5048134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -5048166.500000 Penalty: 5310.211426
	Iteration 23Q: 3 clusters Score -5048166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -5048196.500000 Penalty: 5310.211426
	Iteration 24Q: 3 clusters Score -5048196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5048216.500000 Penalty: 5310.211426
	Iteration 25Q: 3 clusters Score -5048216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5048230.000000 Penalty: 5310.211426
	Iteration 26Q: 3 clusters Score -5048230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5048247.000000 Penalty: 5310.211426
	Iteration 27Q: 3 clusters Score -5048247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5048267.000000 Penalty: 5310.211426
	Iteration 28Q: 3 clusters Score -5048267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5048266.500000 Penalty: 5310.211426
	Iteration 29Q: 3 clusters Score -5048266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5048272.500000 Penalty: 5310.211426
	Iteration 30Q: 3 clusters Score -5048272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -5048288.500000 Penalty: 5310.211426
	Iteration 31Q: 3 clusters Score -5048288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -5048295.000000 Penalty: 5310.211426
	Iteration 32Q: 3 clusters Score -5048295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5048305.000000 Penalty: 5310.211426
	Iteration 33Q: 3 clusters Score -5048305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5048310.500000 Penalty: 5310.211426
	Iteration 34Q: 3 clusters Score -5048310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5048309.500000 Penalty: 5310.211426
	Iteration 35Q: 3 clusters Score -5048310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5048319.500000 Penalty: 5310.211426
	Iteration 36Q: 3 clusters Score -5048320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5048318.000000 Penalty: 5310.211426
	Iteration 37Q: 3 clusters Score -5048318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5048317.000000 Penalty: 5310.211426
	Iteration 38Q: 3 clusters Score -5048317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5048326.000000 Penalty: 5310.211426
	Iteration 39Q: 3 clusters Score -5048326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5048331.000000 Penalty: 5310.211426
	Iteration 40F: 3 clusters Score -5048331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5048337.500000 Penalty: 5310.211426
	Iteration 41Q: 3 clusters Score -5048338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5048334.500000 Penalty: 5310.211426
	Iteration 42Q: 3 clusters Score -5048334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -5048335.000000 Penalty: 5310.211426
	Iteration 43Q: 3 clusters Score -5048335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5048334.000000 Penalty: 5310.211426
	Iteration 44Q: 3 clusters Score -5048334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5048334.500000 Penalty: 5310.211426
	Iteration 45Q: 3 clusters Score -5048334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5048341.000000 Penalty: 5310.211426
	Iteration 46Q: 3 clusters Score -5048341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5048340.500000 Penalty: 5310.211426
	Iteration 47Q: 3 clusters Score -5048340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5048341.000000 Penalty: 5310.211426
	Iteration 48Q: 3 clusters Score -5048341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -5048343.000000 Penalty: 5310.211426
	Iteration 49Q: 3 clusters Score -5048343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5048344.000000 Penalty: 5310.211426
	Iteration 50Q: 3 clusters Score -5048344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5048344.000000 Penalty: 5310.211426
	Iteration 51F: 3 clusters Score -5048344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -139527.156250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -139527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137381.375000 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -137381.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137802.906250 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -137802.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -137930.031250 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -137930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -138003.781250 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -138003.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138047.109375 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -138047.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138077.593750 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -138077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -138091.390625 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -138091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138100.031250 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -138100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138110.968750 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -138111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138121.593750 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -138121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138131.828125 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -138131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -138138.687500 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -138138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138147.781250 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -138147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -138154.375000 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -138154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138157.312500 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -138157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138160.000000 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -138160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138161.703125 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -138161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138163.078125 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -138163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138163.078125 Penalty: 3577.663818
	Iteration 18F: 3 clusters Score -138163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Entering Unmasked Estep 
Score: -2873375.250000 Penalty: 2518.060059
	Iteration 0F: 2 clusters Score -2873375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2855711.500000 Penalty: 5036.120117
	Iteration 0F: 3 clusters Score -2855712 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2861969.250000 Penalty: 5036.120117
	Iteration 1F: 3 clusters Score -2861969 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2862460.250000 Penalty: 5036.120117
	Iteration 2F: 3 clusters Score -2862460 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2862941.250000 Penalty: 5036.120117
	Iteration 3Q: 3 clusters Score -2862941 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2863514.250000 Penalty: 5036.120117
	Iteration 4Q: 3 clusters Score -2863514 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2864268.250000 Penalty: 5036.120117
	Iteration 5F: 3 clusters Score -2864268 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2865250.750000 Penalty: 5036.120117
	Iteration 6F: 3 clusters Score -2865251 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2866293.000000 Penalty: 5036.120117
	Iteration 7F: 3 clusters Score -2866293 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2867203.500000 Penalty: 5036.120117
	Iteration 8F: 3 clusters Score -2867204 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2867984.750000 Penalty: 5036.120117
	Iteration 9Q: 3 clusters Score -2867985 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2868751.750000 Penalty: 5036.120117
	Iteration 10Q: 3 clusters Score -2868752 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2869416.500000 Penalty: 5036.120117
	Iteration 11Q: 3 clusters Score -2869416 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2869912.500000 Penalty: 5036.120117
	Iteration 12Q: 3 clusters Score -2869912 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2870185.750000 Penalty: 5036.120117
	Iteration 13Q: 3 clusters Score -2870186 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2870330.000000 Penalty: 5036.120117
	Iteration 14Q: 3 clusters Score -2870330 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2870393.000000 Penalty: 5036.120117
	Iteration 15Q: 3 clusters Score -2870393 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2870436.500000 Penalty: 5036.120117
	Iteration 16Q: 3 clusters Score -2870436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2870463.750000 Penalty: 5036.120117
	Iteration 17Q: 3 clusters Score -2870464 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2870492.750000 Penalty: 5036.120117
	Iteration 18Q: 3 clusters Score -2870493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2870504.250000 Penalty: 5036.120117
	Iteration 19Q: 3 clusters Score -2870504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2870517.000000 Penalty: 5036.120117
	Iteration 20F: 3 clusters Score -2870517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2870536.250000 Penalty: 5036.120117
	Iteration 21Q: 3 clusters Score -2870536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2870556.750000 Penalty: 5036.120117
	Iteration 22Q: 3 clusters Score -2870557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2870565.500000 Penalty: 5036.120117
	Iteration 23Q: 3 clusters Score -2870566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2870572.250000 Penalty: 5036.120117
	Iteration 24Q: 3 clusters Score -2870572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2870579.000000 Penalty: 5036.120117
	Iteration 25Q: 3 clusters Score -2870579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2870578.250000 Penalty: 5036.120117
	Iteration 26Q: 3 clusters Score -2870578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2870596.500000 Penalty: 5036.120117
	Iteration 27Q: 3 clusters Score -2870596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2870602.750000 Penalty: 5036.120117
	Iteration 28Q: 3 clusters Score -2870603 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2870620.000000 Penalty: 5036.120117
	Iteration 29Q: 3 clusters Score -2870620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2870621.000000 Penalty: 5036.120117
	Iteration 30Q: 3 clusters Score -2870621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2870635.250000 Penalty: 5036.120117
	Iteration 31Q: 3 clusters Score -2870635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2870649.250000 Penalty: 5036.120117
	Iteration 32Q: 3 clusters Score -2870649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2870660.750000 Penalty: 5036.120117
	Iteration 33Q: 3 clusters Score -2870661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2870673.250000 Penalty: 5036.120117
	Iteration 34Q: 3 clusters Score -2870673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2870688.250000 Penalty: 5036.120117
	Iteration 35Q: 3 clusters Score -2870688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2870696.250000 Penalty: 5036.120117
	Iteration 36Q: 3 clusters Score -2870696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2870711.000000 Penalty: 5036.120117
	Iteration 37Q: 3 clusters Score -2870711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2870712.250000 Penalty: 5036.120117
	Iteration 38Q: 3 clusters Score -2870712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2870717.000000 Penalty: 5036.120117
	Iteration 39Q: 3 clusters Score -2870717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2870724.000000 Penalty: 5036.120117
	Iteration 40F: 3 clusters Score -2870724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2870734.250000 Penalty: 5036.120117
	Iteration 41Q: 3 clusters Score -2870734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2870733.250000 Penalty: 5036.120117
	Iteration 42Q: 3 clusters Score -2870733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2870737.500000 Penalty: 5036.120117
	Iteration 43Q: 3 clusters Score -2870738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2870752.750000 Penalty: 5036.120117
	Iteration 44Q: 3 clusters Score -2870753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2870765.000000 Penalty: 5036.120117
	Iteration 45Q: 3 clusters Score -2870765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2870776.250000 Penalty: 5036.120117
	Iteration 46Q: 3 clusters Score -2870776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2870779.750000 Penalty: 5036.120117
	Iteration 47Q: 3 clusters Score -2870780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2870790.500000 Penalty: 5036.120117
	Iteration 48Q: 3 clusters Score -2870790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2870797.000000 Penalty: 5036.120117
	Iteration 49Q: 3 clusters Score -2870797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2870814.500000 Penalty: 5036.120117
	Iteration 50Q: 3 clusters Score -2870814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2870820.500000 Penalty: 5036.120117
	Iteration 51Q: 3 clusters Score -2870820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2870839.000000 Penalty: 5036.120117
	Iteration 52Q: 3 clusters Score -2870839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2870858.750000 Penalty: 5036.120117
	Iteration 53Q: 3 clusters Score -2870859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2870877.250000 Penalty: 5036.120117
	Iteration 54Q: 3 clusters Score -2870877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2870893.750000 Penalty: 5036.120117
	Iteration 55Q: 3 clusters Score -2870894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2870898.000000 Penalty: 5036.120117
	Iteration 56Q: 3 clusters Score -2870898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2870904.500000 Penalty: 5036.120117
	Iteration 57Q: 3 clusters Score -2870904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2870915.500000 Penalty: 5036.120117
	Iteration 58Q: 3 clusters Score -2870916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2870930.500000 Penalty: 5036.120117
	Iteration 59Q: 3 clusters Score -2870930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2870932.250000 Penalty: 5036.120117
	Iteration 60F: 3 clusters Score -2870932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2870944.250000 Penalty: 5036.120117
	Iteration 61Q: 3 clusters Score -2870944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2870942.250000 Penalty: 5036.120117
	Iteration 62Q: 3 clusters Score -2870942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2870954.750000 Penalty: 5036.120117
	Iteration 63Q: 3 clusters Score -2870955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2870955.000000 Penalty: 5036.120117
	Iteration 64Q: 3 clusters Score -2870955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2870956.250000 Penalty: 5036.120117
	Iteration 65Q: 3 clusters Score -2870956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2870965.000000 Penalty: 5036.120117
	Iteration 66Q: 3 clusters Score -2870965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2870972.500000 Penalty: 5036.120117
	Iteration 67Q: 3 clusters Score -2870972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2870977.750000 Penalty: 5036.120117
	Iteration 68Q: 3 clusters Score -2870978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2870991.500000 Penalty: 5036.120117
	Iteration 69Q: 3 clusters Score -2870992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2870998.250000 Penalty: 5036.120117
	Iteration 70Q: 3 clusters Score -2870998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2871002.000000 Penalty: 5036.120117
	Iteration 71Q: 3 clusters Score -2871002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2871011.000000 Penalty: 5036.120117
	Iteration 72Q: 3 clusters Score -2871011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2871006.500000 Penalty: 5036.120117
	Iteration 73Q: 3 clusters Score -2871006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2871016.750000 Penalty: 5036.120117
	Iteration 74Q: 3 clusters Score -2871017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2871023.750000 Penalty: 5036.120117
	Iteration 75Q: 3 clusters Score -2871024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2871019.250000 Penalty: 5036.120117
	Iteration 76Q: 3 clusters Score -2871019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2871023.500000 Penalty: 5036.120117
	Iteration 77Q: 3 clusters Score -2871024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2871031.500000 Penalty: 5036.120117
	Iteration 78Q: 3 clusters Score -2871032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2871036.000000 Penalty: 5036.120117
	Iteration 79Q: 3 clusters Score -2871036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2871044.500000 Penalty: 5036.120117
	Iteration 80F: 3 clusters Score -2871044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2871045.500000 Penalty: 5036.120117
	Iteration 81Q: 3 clusters Score -2871046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2871054.750000 Penalty: 5036.120117
	Iteration 82Q: 3 clusters Score -2871055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2871060.250000 Penalty: 5036.120117
	Iteration 83Q: 3 clusters Score -2871060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2871065.250000 Penalty: 5036.120117
	Iteration 84Q: 3 clusters Score -2871065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2871072.500000 Penalty: 5036.120117
	Iteration 85Q: 3 clusters Score -2871072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2871072.000000 Penalty: 5036.120117
	Iteration 86Q: 3 clusters Score -2871072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2871075.500000 Penalty: 5036.120117
	Iteration 87Q: 3 clusters Score -2871076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2871074.500000 Penalty: 5036.120117
	Iteration 88Q: 3 clusters Score -2871074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2871085.000000 Penalty: 5036.120117
	Iteration 89Q: 3 clusters Score -2871085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2871091.750000 Penalty: 5036.120117
	Iteration 90Q: 3 clusters Score -2871092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2871098.500000 Penalty: 5036.120117
	Iteration 91Q: 3 clusters Score -2871098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2871104.750000 Penalty: 5036.120117
	Iteration 92Q: 3 clusters Score -2871105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2871105.750000 Penalty: 5036.120117
	Iteration 93Q: 3 clusters Score -2871106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2871108.250000 Penalty: 5036.120117
	Iteration 94Q: 3 clusters Score -2871108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2871111.750000 Penalty: 5036.120117
	Iteration 95Q: 3 clusters Score -2871112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2871111.750000 Penalty: 5036.120117
	Iteration 96Q: 3 clusters Score -2871112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2871117.750000 Penalty: 5036.120117
	Iteration 97Q: 3 clusters Score -2871118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2871122.500000 Penalty: 5036.120117
	Iteration 98Q: 3 clusters Score -2871122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2871123.250000 Penalty: 5036.120117
	Iteration 99Q: 3 clusters Score -2871123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2871120.750000 Penalty: 5036.120117
	Iteration 100F: 3 clusters Score -2871121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2871125.250000 Penalty: 5036.120117
	Iteration 101Q: 3 clusters Score -2871125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2871122.250000 Penalty: 5036.120117
	Iteration 102Q: 3 clusters Score -2871122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2871121.750000 Penalty: 5036.120117
	Iteration 103Q: 3 clusters Score -2871122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2871127.750000 Penalty: 5036.120117
	Iteration 104Q: 3 clusters Score -2871128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2871129.250000 Penalty: 5036.120117
	Iteration 105Q: 3 clusters Score -2871129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2871132.500000 Penalty: 5036.120117
	Iteration 106Q: 3 clusters Score -2871132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2871132.500000 Penalty: 5036.120117
	Iteration 107F: 3 clusters Score -2871132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -1133600.500000 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -1133600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1125677.500000 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -1125678 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1127922.500000 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -1127922 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1128285.875000 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -1128286 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1128539.000000 Penalty: 4589.210938
	Iteration 3F: 3 clusters Score -1128539 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1128753.375000 Penalty: 4589.210938
	Iteration 4Q: 3 clusters Score -1128753 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1128946.125000 Penalty: 4589.210938
	Iteration 5Q: 3 clusters Score -1128946 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1129155.625000 Penalty: 4589.210938
	Iteration 6Q: 3 clusters Score -1129156 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1129388.875000 Penalty: 4589.210938
	Iteration 7Q: 3 clusters Score -1129389 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1129634.750000 Penalty: 4589.210938
	Iteration 8Q: 3 clusters Score -1129635 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1129911.625000 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -1129912 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1130205.625000 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -1130206 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1130463.750000 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -1130464 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1130736.875000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -1130737 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1130956.625000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -1130957 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1131121.125000 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -1131121 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1131259.000000 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -1131259 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1131354.750000 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -1131355 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1131424.750000 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -1131425 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1131477.000000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -1131477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1131528.125000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -1131528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1131562.000000 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -1131562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1131594.875000 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -1131595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1131623.250000 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -1131623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1131652.875000 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -1131653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1131674.875000 Penalty: 4589.210938
	Iteration 24Q: 3 clusters Score -1131675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1131687.375000 Penalty: 4589.210938
	Iteration 25Q: 3 clusters Score -1131687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1131696.125000 Penalty: 4589.210938
	Iteration 26Q: 3 clusters Score -1131696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1131700.000000 Penalty: 4589.210938
	Iteration 27Q: 3 clusters Score -1131700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1131707.125000 Penalty: 4589.210938
	Iteration 28Q: 3 clusters Score -1131707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1131713.000000 Penalty: 4589.210938
	Iteration 29Q: 3 clusters Score -1131713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1131717.875000 Penalty: 4589.210938
	Iteration 30Q: 3 clusters Score -1131718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1131726.125000 Penalty: 4589.210938
	Iteration 31Q: 3 clusters Score -1131726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1131729.000000 Penalty: 4589.210938
	Iteration 32Q: 3 clusters Score -1131729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1131734.875000 Penalty: 4589.210938
	Iteration 33Q: 3 clusters Score -1131735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1131739.875000 Penalty: 4589.210938
	Iteration 34Q: 3 clusters Score -1131740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1131743.875000 Penalty: 4589.210938
	Iteration 35Q: 3 clusters Score -1131744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1131745.125000 Penalty: 4589.210938
	Iteration 36Q: 3 clusters Score -1131745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1131746.750000 Penalty: 4589.210938
	Iteration 37Q: 3 clusters Score -1131747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1131748.750000 Penalty: 4589.210938
	Iteration 38Q: 3 clusters Score -1131749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1131749.750000 Penalty: 4589.210938
	Iteration 39Q: 3 clusters Score -1131750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1131749.750000 Penalty: 4589.210938
	Iteration 40F: 3 clusters Score -1131750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1131752.750000 Penalty: 4589.210938
	Iteration 41Q: 3 clusters Score -1131753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1131752.750000 Penalty: 4589.210938
	Iteration 42Q: 3 clusters Score -1131753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1131752.125000 Penalty: 4589.210938
	Iteration 43Q: 3 clusters Score -1131752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1131752.125000 Penalty: 4589.210938
	Iteration 44F: 3 clusters Score -1131752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -47510.156250 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -47510.16 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 251 members 
Entering Unmasked Estep 
Score: -46023.777344 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -46023.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46461.359375 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -46461.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46955.914062 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -46955.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47524.152344 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -47524.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47794.484375 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -47794.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48034.582031 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -48034.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48119.316406 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -48119.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48168.414062 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -48168.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48304.816406 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -48304.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48586.554688 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -48586.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48586.554688 Penalty: 3116.004150
	Iteration 10F: 3 clusters Score -48586.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 35683 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 344 members 
Entering Unmasked Estep 
Score: -110901712.000000 Penalty: 120031.039062
Splitting cluster 18 changes total score from -110900128.000000 to -110901712.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (9869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Entering Unmasked Estep 
Score: -1097706.625000 Penalty: 2280.894287
	Iteration 0F: 2 clusters Score -1097707 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 4858 members 
Entering Unmasked Estep 
Score: -1090133.500000 Penalty: 4561.788574
	Iteration 0F: 3 clusters Score -1090134 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1092399.000000 Penalty: 4561.788574
	Iteration 1F: 3 clusters Score -1092399 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1092786.375000 Penalty: 4561.788574
	Iteration 2F: 3 clusters Score -1092786 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1093125.625000 Penalty: 4561.788574
	Iteration 3F: 3 clusters Score -1093126 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1093494.125000 Penalty: 4561.788574
	Iteration 4F: 3 clusters Score -1093494 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1093836.750000 Penalty: 4561.788574
	Iteration 5F: 3 clusters Score -1093837 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1094152.125000 Penalty: 4561.788574
	Iteration 6Q: 3 clusters Score -1094152 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1094444.500000 Penalty: 4561.788574
	Iteration 7Q: 3 clusters Score -1094444 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1094758.500000 Penalty: 4561.788574
	Iteration 8Q: 3 clusters Score -1094758 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1094993.125000 Penalty: 4561.788574
	Iteration 9Q: 3 clusters Score -1094993 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1095161.875000 Penalty: 4561.788574
	Iteration 10Q: 3 clusters Score -1095162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1095297.250000 Penalty: 4561.788574
	Iteration 11Q: 3 clusters Score -1095297 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1095429.500000 Penalty: 4561.788574
	Iteration 12Q: 3 clusters Score -1095430 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1095573.000000 Penalty: 4561.788574
	Iteration 13Q: 3 clusters Score -1095573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1095682.000000 Penalty: 4561.788574
	Iteration 14Q: 3 clusters Score -1095682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1095800.750000 Penalty: 4561.788574
	Iteration 15Q: 3 clusters Score -1095801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1095947.375000 Penalty: 4561.788574
	Iteration 16Q: 3 clusters Score -1095947 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1096180.375000 Penalty: 4561.788574
	Iteration 17Q: 3 clusters Score -1096180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1096407.250000 Penalty: 4561.788574
	Iteration 18Q: 3 clusters Score -1096407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1096489.750000 Penalty: 4561.788574
	Iteration 19Q: 3 clusters Score -1096490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1096525.750000 Penalty: 4561.788574
	Iteration 20F: 3 clusters Score -1096526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1096545.250000 Penalty: 4561.788574
	Iteration 21Q: 3 clusters Score -1096545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1096554.750000 Penalty: 4561.788574
	Iteration 22Q: 3 clusters Score -1096555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1096561.625000 Penalty: 4561.788574
	Iteration 23Q: 3 clusters Score -1096562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1096570.625000 Penalty: 4561.788574
	Iteration 24Q: 3 clusters Score -1096571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1096575.625000 Penalty: 4561.788574
	Iteration 25Q: 3 clusters Score -1096576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1096576.750000 Penalty: 4561.788574
	Iteration 26Q: 3 clusters Score -1096577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1096582.500000 Penalty: 4561.788574
	Iteration 27Q: 3 clusters Score -1096582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1096583.000000 Penalty: 4561.788574
	Iteration 28Q: 3 clusters Score -1096583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1096581.125000 Penalty: 4561.788574
	Iteration 29Q: 3 clusters Score -1096581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1096584.875000 Penalty: 4561.788574
	Iteration 30Q: 3 clusters Score -1096585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1096584.625000 Penalty: 4561.788574
	Iteration 31Q: 3 clusters Score -1096585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1096587.000000 Penalty: 4561.788574
	Iteration 32Q: 3 clusters Score -1096587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1096591.375000 Penalty: 4561.788574
	Iteration 33Q: 3 clusters Score -1096591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1096595.000000 Penalty: 4561.788574
	Iteration 34Q: 3 clusters Score -1096595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1096596.625000 Penalty: 4561.788574
	Iteration 35Q: 3 clusters Score -1096597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1096597.500000 Penalty: 4561.788574
	Iteration 36Q: 3 clusters Score -1096598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1096596.875000 Penalty: 4561.788574
	Iteration 37Q: 3 clusters Score -1096597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1096600.000000 Penalty: 4561.788574
	Iteration 38Q: 3 clusters Score -1096600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1096600.000000 Penalty: 4561.788574
	Iteration 39F: 3 clusters Score -1096600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (102046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Entering Unmasked Estep 
Score: -11559703.000000 Penalty: 2860.228516
	Iteration 0F: 2 clusters Score -1.15597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -11491390.000000 Penalty: 5720.457031
	Iteration 0F: 3 clusters Score -1.149139e+07 nChanged 48385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -11519043.000000 Penalty: 5720.457031
	Iteration 1F: 3 clusters Score -1.151904e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -11519795.000000 Penalty: 5720.457031
	Iteration 2Q: 3 clusters Score -1.15198e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -11520643.000000 Penalty: 5720.457031
	Iteration 3Q: 3 clusters Score -1.152064e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -11521956.000000 Penalty: 5720.457031
	Iteration 4Q: 3 clusters Score -1.152196e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -11523810.000000 Penalty: 5720.457031
	Iteration 5Q: 3 clusters Score -1.152381e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -11526988.000000 Penalty: 5720.457031
	Iteration 6F: 3 clusters Score -1.152699e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -11532082.000000 Penalty: 5720.457031
	Iteration 7F: 3 clusters Score -1.153208e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -11539043.000000 Penalty: 5720.457031
	Iteration 8F: 3 clusters Score -1.153904e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -11546093.000000 Penalty: 5720.457031
	Iteration 9F: 3 clusters Score -1.154609e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -11551231.000000 Penalty: 5720.457031
	Iteration 10F: 3 clusters Score -1.155123e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -11554048.000000 Penalty: 5720.457031
	Iteration 11Q: 3 clusters Score -1.155405e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -11555315.000000 Penalty: 5720.457031
	Iteration 12Q: 3 clusters Score -1.155532e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -11556068.000000 Penalty: 5720.457031
	Iteration 13Q: 3 clusters Score -1.155607e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11556471.000000 Penalty: 5720.457031
	Iteration 14Q: 3 clusters Score -1.155647e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11556671.000000 Penalty: 5720.457031
	Iteration 15Q: 3 clusters Score -1.155667e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11556836.000000 Penalty: 5720.457031
	Iteration 16Q: 3 clusters Score -1.155684e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11556954.000000 Penalty: 5720.457031
	Iteration 17Q: 3 clusters Score -1.155695e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11557061.000000 Penalty: 5720.457031
	Iteration 18Q: 3 clusters Score -1.155706e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11557096.000000 Penalty: 5720.457031
	Iteration 19Q: 3 clusters Score -1.15571e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11557115.000000 Penalty: 5720.457031
	Iteration 20F: 3 clusters Score -1.155712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11557151.000000 Penalty: 5720.457031
	Iteration 21Q: 3 clusters Score -1.155715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11557171.000000 Penalty: 5720.457031
	Iteration 22Q: 3 clusters Score -1.155717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11557205.000000 Penalty: 5720.457031
	Iteration 23Q: 3 clusters Score -1.15572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11557209.000000 Penalty: 5720.457031
	Iteration 24Q: 3 clusters Score -1.155721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11557225.000000 Penalty: 5720.457031
	Iteration 25Q: 3 clusters Score -1.155722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11557237.000000 Penalty: 5720.457031
	Iteration 26Q: 3 clusters Score -1.155724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11557240.000000 Penalty: 5720.457031
	Iteration 27Q: 3 clusters Score -1.155724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11557242.000000 Penalty: 5720.457031
	Iteration 28Q: 3 clusters Score -1.155724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11557268.000000 Penalty: 5720.457031
	Iteration 29Q: 3 clusters Score -1.155727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11557264.000000 Penalty: 5720.457031
	Iteration 30Q: 3 clusters Score -1.155726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11557267.000000 Penalty: 5720.457031
	Iteration 31Q: 3 clusters Score -1.155727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11557269.000000 Penalty: 5720.457031
	Iteration 32Q: 3 clusters Score -1.155727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11557272.000000 Penalty: 5720.457031
	Iteration 33Q: 3 clusters Score -1.155727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11557277.000000 Penalty: 5720.457031
	Iteration 34Q: 3 clusters Score -1.155728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11557272.000000 Penalty: 5720.457031
	Iteration 35Q: 3 clusters Score -1.155727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11557279.000000 Penalty: 5720.457031
	Iteration 36Q: 3 clusters Score -1.155728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11557279.000000 Penalty: 5720.457031
	Iteration 37F: 3 clusters Score -1.155728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -274947.656250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -274947.7 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 1216 members 
Entering Unmasked Estep 
Score: -272051.843750 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -272051.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -272630.687500 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -272630.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -272788.750000 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -272788.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -272862.843750 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -272862.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -272899.218750 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -272899.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -272930.343750 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -272930.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272959.187500 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -272959.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -272972.312500 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -272972.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -272983.625000 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -272983.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -272991.843750 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -272991.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272999.937500 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -272999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -273005.906250 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -273005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273011.500000 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -273011.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -273018.000000 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -273018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -273022.500000 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -273022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -273028.750000 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -273028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -273032.000000 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -273032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -273034.625000 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -273034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273036.531250 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -273036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -273037.843750 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -273037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -273037.750000 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -273037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -273038.281250 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -273038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -273039.312500 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -273039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273040.500000 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -273040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273040.500000 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -273040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273042.187500 Penalty: 3872.121338
	Iteration 25Q: 3 clusters Score -273042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -273042.781250 Penalty: 3872.121338
	Iteration 26Q: 3 clusters Score -273042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -273044.000000 Penalty: 3872.121338
	Iteration 27Q: 3 clusters Score -273044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -273045.437500 Penalty: 3872.121338
	Iteration 28Q: 3 clusters Score -273045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -273045.906250 Penalty: 3872.121338
	Iteration 29Q: 3 clusters Score -273045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -273046.343750 Penalty: 3872.121338
	Iteration 30Q: 3 clusters Score -273046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273046.500000 Penalty: 3872.121338
	Iteration 31Q: 3 clusters Score -273046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273046.500000 Penalty: 3872.121338
	Iteration 32F: 3 clusters Score -273046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Entering Unmasked Estep 
Score: -2806873.000000 Penalty: 2505.400391
	Iteration 0F: 2 clusters Score -2806873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2789906.000000 Penalty: 5010.800781
	Iteration 0F: 3 clusters Score -2789906 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2795907.750000 Penalty: 5010.800781
	Iteration 1F: 3 clusters Score -2795908 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2796403.000000 Penalty: 5010.800781
	Iteration 2F: 3 clusters Score -2796403 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2796993.250000 Penalty: 5010.800781
	Iteration 3F: 3 clusters Score -2796993 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2797746.250000 Penalty: 5010.800781
	Iteration 4F: 3 clusters Score -2797746 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2798824.000000 Penalty: 5010.800781
	Iteration 5F: 3 clusters Score -2798824 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2800246.000000 Penalty: 5010.800781
	Iteration 6F: 3 clusters Score -2800246 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2801722.000000 Penalty: 5010.800781
	Iteration 7F: 3 clusters Score -2801722 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2803041.500000 Penalty: 5010.800781
	Iteration 8F: 3 clusters Score -2803042 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2803915.000000 Penalty: 5010.800781
	Iteration 9Q: 3 clusters Score -2803915 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2804408.250000 Penalty: 5010.800781
	Iteration 10Q: 3 clusters Score -2804408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2804641.250000 Penalty: 5010.800781
	Iteration 11Q: 3 clusters Score -2804641 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2804754.250000 Penalty: 5010.800781
	Iteration 12Q: 3 clusters Score -2804754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2804816.250000 Penalty: 5010.800781
	Iteration 13Q: 3 clusters Score -2804816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2804846.250000 Penalty: 5010.800781
	Iteration 14Q: 3 clusters Score -2804846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2804879.000000 Penalty: 5010.800781
	Iteration 15Q: 3 clusters Score -2804879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2804898.250000 Penalty: 5010.800781
	Iteration 16Q: 3 clusters Score -2804898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2804906.500000 Penalty: 5010.800781
	Iteration 17Q: 3 clusters Score -2804906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2804919.000000 Penalty: 5010.800781
	Iteration 18Q: 3 clusters Score -2804919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2804926.250000 Penalty: 5010.800781
	Iteration 19Q: 3 clusters Score -2804926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2804927.750000 Penalty: 5010.800781
	Iteration 20F: 3 clusters Score -2804928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2804926.750000 Penalty: 5010.800781
	Iteration 21Q: 3 clusters Score -2804927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2804929.250000 Penalty: 5010.800781
	Iteration 22Q: 3 clusters Score -2804929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2804927.750000 Penalty: 5010.800781
	Iteration 23Q: 3 clusters Score -2804928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2804931.000000 Penalty: 5010.800781
	Iteration 24Q: 3 clusters Score -2804931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2804931.250000 Penalty: 5010.800781
	Iteration 25Q: 3 clusters Score -2804931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2804928.500000 Penalty: 5010.800781
	Iteration 26Q: 3 clusters Score -2804928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2804928.500000 Penalty: 5010.800781
	Iteration 27F: 3 clusters Score -2804928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Entering Unmasked Estep 
Score: -4078512.500000 Penalty: 2599.642578
	Iteration 0F: 2 clusters Score -4078512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4054231.000000 Penalty: 5199.285156
	Iteration 0F: 3 clusters Score -4054231 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4063057.250000 Penalty: 5199.285156
	Iteration 1F: 3 clusters Score -4063057 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4063583.750000 Penalty: 5199.285156
	Iteration 2Q: 3 clusters Score -4063584 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4064048.750000 Penalty: 5199.285156
	Iteration 3Q: 3 clusters Score -4064049 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -4064582.750000 Penalty: 5199.285156
	Iteration 4Q: 3 clusters Score -4064583 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4065325.750000 Penalty: 5199.285156
	Iteration 5Q: 3 clusters Score -4065326 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4066268.500000 Penalty: 5199.285156
	Iteration 6Q: 3 clusters Score -4066268 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -4067628.250000 Penalty: 5199.285156
	Iteration 7F: 3 clusters Score -4067628 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -4069370.250000 Penalty: 5199.285156
	Iteration 8F: 3 clusters Score -4069370 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4071089.500000 Penalty: 5199.285156
	Iteration 9F: 3 clusters Score -4071090 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4072594.250000 Penalty: 5199.285156
	Iteration 10Q: 3 clusters Score -4072594 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4074074.750000 Penalty: 5199.285156
	Iteration 11Q: 3 clusters Score -4074075 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4075306.500000 Penalty: 5199.285156
	Iteration 12Q: 3 clusters Score -4075306 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4076066.000000 Penalty: 5199.285156
	Iteration 13Q: 3 clusters Score -4076066 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4076445.750000 Penalty: 5199.285156
	Iteration 14Q: 3 clusters Score -4076446 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4076648.250000 Penalty: 5199.285156
	Iteration 15Q: 3 clusters Score -4076648 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4076786.000000 Penalty: 5199.285156
	Iteration 16Q: 3 clusters Score -4076786 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4076894.750000 Penalty: 5199.285156
	Iteration 17Q: 3 clusters Score -4076895 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4077003.750000 Penalty: 5199.285156
	Iteration 18Q: 3 clusters Score -4077004 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4077071.500000 Penalty: 5199.285156
	Iteration 19Q: 3 clusters Score -4077072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4077120.000000 Penalty: 5199.285156
	Iteration 20F: 3 clusters Score -4077120 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4077186.500000 Penalty: 5199.285156
	Iteration 21Q: 3 clusters Score -4077186 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4077264.250000 Penalty: 5199.285156
	Iteration 22Q: 3 clusters Score -4077264 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4077336.500000 Penalty: 5199.285156
	Iteration 23Q: 3 clusters Score -4077336 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4077392.250000 Penalty: 5199.285156
	Iteration 24Q: 3 clusters Score -4077392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4077449.250000 Penalty: 5199.285156
	Iteration 25Q: 3 clusters Score -4077449 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4077515.250000 Penalty: 5199.285156
	Iteration 26Q: 3 clusters Score -4077515 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4077561.750000 Penalty: 5199.285156
	Iteration 27Q: 3 clusters Score -4077562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -4077600.000000 Penalty: 5199.285156
	Iteration 28Q: 3 clusters Score -4077600 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4077667.750000 Penalty: 5199.285156
	Iteration 29Q: 3 clusters Score -4077668 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -4077739.500000 Penalty: 5199.285156
	Iteration 30Q: 3 clusters Score -4077740 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4077821.000000 Penalty: 5199.285156
	Iteration 31Q: 3 clusters Score -4077821 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4077880.000000 Penalty: 5199.285156
	Iteration 32Q: 3 clusters Score -4077880 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4077958.750000 Penalty: 5199.285156
	Iteration 33Q: 3 clusters Score -4077959 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -4078034.000000 Penalty: 5199.285156
	Iteration 34Q: 3 clusters Score -4078034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4078135.250000 Penalty: 5199.285156
	Iteration 35Q: 3 clusters Score -4078135 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4078222.000000 Penalty: 5199.285156
	Iteration 36Q: 3 clusters Score -4078222 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4078313.500000 Penalty: 5199.285156
	Iteration 37Q: 3 clusters Score -4078314 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4078403.750000 Penalty: 5199.285156
	Iteration 38Q: 3 clusters Score -4078404 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4078455.750000 Penalty: 5199.285156
	Iteration 39Q: 3 clusters Score -4078456 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4078574.250000 Penalty: 5199.285156
	Iteration 40F: 3 clusters Score -4078574 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4078675.000000 Penalty: 5199.285156
	Iteration 41Q: 3 clusters Score -4078675 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4078754.750000 Penalty: 5199.285156
	Iteration 42Q: 3 clusters Score -4078755 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4078853.500000 Penalty: 5199.285156
	Iteration 43Q: 3 clusters Score -4078854 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4078942.250000 Penalty: 5199.285156
	Iteration 44Q: 3 clusters Score -4078942 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -4078993.500000 Penalty: 5199.285156
	Iteration 45Q: 3 clusters Score -4078994 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4079039.250000 Penalty: 5199.285156
	Iteration 46Q: 3 clusters Score -4079039 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4079084.250000 Penalty: 5199.285156
	Iteration 47Q: 3 clusters Score -4079084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4079128.500000 Penalty: 5199.285156
	Iteration 48Q: 3 clusters Score -4079128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4079147.500000 Penalty: 5199.285156
	Iteration 49Q: 3 clusters Score -4079148 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4079179.500000 Penalty: 5199.285156
	Iteration 50Q: 3 clusters Score -4079180 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4079195.000000 Penalty: 5199.285156
	Iteration 51Q: 3 clusters Score -4079195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4079204.500000 Penalty: 5199.285156
	Iteration 52Q: 3 clusters Score -4079204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4079221.500000 Penalty: 5199.285156
	Iteration 53Q: 3 clusters Score -4079222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4079227.000000 Penalty: 5199.285156
	Iteration 54Q: 3 clusters Score -4079227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4079235.250000 Penalty: 5199.285156
	Iteration 55Q: 3 clusters Score -4079235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4079249.750000 Penalty: 5199.285156
	Iteration 56Q: 3 clusters Score -4079250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4079241.750000 Penalty: 5199.285156
	Iteration 57Q: 3 clusters Score -4079242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4079248.750000 Penalty: 5199.285156
	Iteration 58Q: 3 clusters Score -4079249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4079245.250000 Penalty: 5199.285156
	Iteration 59Q: 3 clusters Score -4079245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4079243.000000 Penalty: 5199.285156
	Iteration 60F: 3 clusters Score -4079243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4079246.000000 Penalty: 5199.285156
	Iteration 61Q: 3 clusters Score -4079246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4079245.250000 Penalty: 5199.285156
	Iteration 62Q: 3 clusters Score -4079245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4079250.000000 Penalty: 5199.285156
	Iteration 63Q: 3 clusters Score -4079250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4079245.500000 Penalty: 5199.285156
	Iteration 64Q: 3 clusters Score -4079246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4079243.750000 Penalty: 5199.285156
	Iteration 65Q: 3 clusters Score -4079244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4079249.750000 Penalty: 5199.285156
	Iteration 66Q: 3 clusters Score -4079250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4079249.250000 Penalty: 5199.285156
	Iteration 67Q: 3 clusters Score -4079249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4079250.250000 Penalty: 5199.285156
	Iteration 68Q: 3 clusters Score -4079250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4079250.250000 Penalty: 5199.285156
	Iteration 69F: 3 clusters Score -4079250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14206 members 
Entering Unmasked Estep 
Score: -110901304.000000 Penalty: 123460.500000
Splitting cluster 23 changes total score from -110900128.000000 to -110901304.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (36079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Entering Unmasked Estep 
Score: -3729774.750000 Penalty: 2602.379639
	Iteration 0F: 2 clusters Score -3729775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3705175.000000 Penalty: 5204.759277
	Iteration 0F: 3 clusters Score -3705175 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3714401.750000 Penalty: 5204.759277
	Iteration 1F: 3 clusters Score -3714402 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3715064.750000 Penalty: 5204.759277
	Iteration 2Q: 3 clusters Score -3715065 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3715811.000000 Penalty: 5204.759277
	Iteration 3Q: 3 clusters Score -3715811 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3716727.500000 Penalty: 5204.759277
	Iteration 4F: 3 clusters Score -3716728 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3717839.250000 Penalty: 5204.759277
	Iteration 5F: 3 clusters Score -3717839 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3718992.000000 Penalty: 5204.759277
	Iteration 6F: 3 clusters Score -3718992 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3720396.250000 Penalty: 5204.759277
	Iteration 7F: 3 clusters Score -3720396 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3721986.750000 Penalty: 5204.759277
	Iteration 8F: 3 clusters Score -3721987 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3723645.250000 Penalty: 5204.759277
	Iteration 9F: 3 clusters Score -3723645 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3724975.500000 Penalty: 5204.759277
	Iteration 10F: 3 clusters Score -3724976 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3725923.000000 Penalty: 5204.759277
	Iteration 11Q: 3 clusters Score -3725923 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3726496.250000 Penalty: 5204.759277
	Iteration 12Q: 3 clusters Score -3726496 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3726925.750000 Penalty: 5204.759277
	Iteration 13Q: 3 clusters Score -3726926 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3727333.500000 Penalty: 5204.759277
	Iteration 14Q: 3 clusters Score -3727334 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3727757.000000 Penalty: 5204.759277
	Iteration 15Q: 3 clusters Score -3727757 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3728143.750000 Penalty: 5204.759277
	Iteration 16Q: 3 clusters Score -3728144 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3728393.750000 Penalty: 5204.759277
	Iteration 17Q: 3 clusters Score -3728394 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3728589.500000 Penalty: 5204.759277
	Iteration 18Q: 3 clusters Score -3728590 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3728785.500000 Penalty: 5204.759277
	Iteration 19Q: 3 clusters Score -3728786 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3728938.500000 Penalty: 5204.759277
	Iteration 20F: 3 clusters Score -3728938 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3729073.750000 Penalty: 5204.759277
	Iteration 21Q: 3 clusters Score -3729074 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3729179.500000 Penalty: 5204.759277
	Iteration 22Q: 3 clusters Score -3729180 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3729250.000000 Penalty: 5204.759277
	Iteration 23Q: 3 clusters Score -3729250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3729333.750000 Penalty: 5204.759277
	Iteration 24Q: 3 clusters Score -3729334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3729386.250000 Penalty: 5204.759277
	Iteration 25Q: 3 clusters Score -3729386 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3729409.500000 Penalty: 5204.759277
	Iteration 26Q: 3 clusters Score -3729410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3729441.500000 Penalty: 5204.759277
	Iteration 27Q: 3 clusters Score -3729442 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3729467.000000 Penalty: 5204.759277
	Iteration 28Q: 3 clusters Score -3729467 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3729488.500000 Penalty: 5204.759277
	Iteration 29Q: 3 clusters Score -3729488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3729511.250000 Penalty: 5204.759277
	Iteration 30Q: 3 clusters Score -3729511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3729519.750000 Penalty: 5204.759277
	Iteration 31Q: 3 clusters Score -3729520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3729524.000000 Penalty: 5204.759277
	Iteration 32Q: 3 clusters Score -3729524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3729540.250000 Penalty: 5204.759277
	Iteration 33Q: 3 clusters Score -3729540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3729532.250000 Penalty: 5204.759277
	Iteration 34Q: 3 clusters Score -3729532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3729543.000000 Penalty: 5204.759277
	Iteration 35Q: 3 clusters Score -3729543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3729552.250000 Penalty: 5204.759277
	Iteration 36Q: 3 clusters Score -3729552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3729564.000000 Penalty: 5204.759277
	Iteration 37Q: 3 clusters Score -3729564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3729578.000000 Penalty: 5204.759277
	Iteration 38Q: 3 clusters Score -3729578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3729571.750000 Penalty: 5204.759277
	Iteration 39Q: 3 clusters Score -3729572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3729572.500000 Penalty: 5204.759277
	Iteration 40F: 3 clusters Score -3729572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3729577.750000 Penalty: 5204.759277
	Iteration 41Q: 3 clusters Score -3729578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3729566.000000 Penalty: 5204.759277
	Iteration 42Q: 3 clusters Score -3729566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3729567.000000 Penalty: 5204.759277
	Iteration 43Q: 3 clusters Score -3729567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3729563.000000 Penalty: 5204.759277
	Iteration 44Q: 3 clusters Score -3729563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3729564.750000 Penalty: 5204.759277
	Iteration 45Q: 3 clusters Score -3729565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3729565.250000 Penalty: 5204.759277
	Iteration 46Q: 3 clusters Score -3729565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3729563.250000 Penalty: 5204.759277
	Iteration 47Q: 3 clusters Score -3729563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3729558.000000 Penalty: 5204.759277
	Iteration 48Q: 3 clusters Score -3729558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3729557.500000 Penalty: 5204.759277
	Iteration 49Q: 3 clusters Score -3729558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3729555.500000 Penalty: 5204.759277
	Iteration 50Q: 3 clusters Score -3729556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3729555.500000 Penalty: 5204.759277
	Iteration 51F: 3 clusters Score -3729556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1638361.750000 Penalty: 2379.101562
	Iteration 0F: 2 clusters Score -1638362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1627731.125000 Penalty: 4758.203125
	Iteration 0F: 3 clusters Score -1627731 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1631053.125000 Penalty: 4758.203125
	Iteration 1F: 3 clusters Score -1631053 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1631375.250000 Penalty: 4758.203125
	Iteration 2F: 3 clusters Score -1631375 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1631626.750000 Penalty: 4758.203125
	Iteration 3Q: 3 clusters Score -1631627 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1631815.625000 Penalty: 4758.203125
	Iteration 4Q: 3 clusters Score -1631816 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1631968.875000 Penalty: 4758.203125
	Iteration 5Q: 3 clusters Score -1631969 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1632144.125000 Penalty: 4758.203125
	Iteration 6Q: 3 clusters Score -1632144 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1632326.625000 Penalty: 4758.203125
	Iteration 7Q: 3 clusters Score -1632327 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1632524.750000 Penalty: 4758.203125
	Iteration 8Q: 3 clusters Score -1632525 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1632700.250000 Penalty: 4758.203125
	Iteration 9Q: 3 clusters Score -1632700 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1632881.750000 Penalty: 4758.203125
	Iteration 10Q: 3 clusters Score -1632882 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1633065.875000 Penalty: 4758.203125
	Iteration 11Q: 3 clusters Score -1633066 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1633232.500000 Penalty: 4758.203125
	Iteration 12Q: 3 clusters Score -1633232 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1633384.500000 Penalty: 4758.203125
	Iteration 13Q: 3 clusters Score -1633384 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1633518.875000 Penalty: 4758.203125
	Iteration 14Q: 3 clusters Score -1633519 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1633613.875000 Penalty: 4758.203125
	Iteration 15Q: 3 clusters Score -1633614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1633722.125000 Penalty: 4758.203125
	Iteration 16Q: 3 clusters Score -1633722 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1633825.875000 Penalty: 4758.203125
	Iteration 17Q: 3 clusters Score -1633826 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1633947.000000 Penalty: 4758.203125
	Iteration 18Q: 3 clusters Score -1633947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1634043.000000 Penalty: 4758.203125
	Iteration 19Q: 3 clusters Score -1634043 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1634153.250000 Penalty: 4758.203125
	Iteration 20F: 3 clusters Score -1634153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1634248.000000 Penalty: 4758.203125
	Iteration 21Q: 3 clusters Score -1634248 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1634330.625000 Penalty: 4758.203125
	Iteration 22Q: 3 clusters Score -1634331 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1634403.375000 Penalty: 4758.203125
	Iteration 23Q: 3 clusters Score -1634403 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1634464.250000 Penalty: 4758.203125
	Iteration 24Q: 3 clusters Score -1634464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1634520.000000 Penalty: 4758.203125
	Iteration 25Q: 3 clusters Score -1634520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1634557.875000 Penalty: 4758.203125
	Iteration 26Q: 3 clusters Score -1634558 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1634610.625000 Penalty: 4758.203125
	Iteration 27Q: 3 clusters Score -1634611 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1634673.250000 Penalty: 4758.203125
	Iteration 28Q: 3 clusters Score -1634673 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1634751.375000 Penalty: 4758.203125
	Iteration 29Q: 3 clusters Score -1634751 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1634875.125000 Penalty: 4758.203125
	Iteration 30Q: 3 clusters Score -1634875 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1635064.250000 Penalty: 4758.203125
	Iteration 31Q: 3 clusters Score -1635064 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1635257.500000 Penalty: 4758.203125
	Iteration 32Q: 3 clusters Score -1635258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1635424.875000 Penalty: 4758.203125
	Iteration 33Q: 3 clusters Score -1635425 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1635538.750000 Penalty: 4758.203125
	Iteration 34Q: 3 clusters Score -1635539 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1635613.125000 Penalty: 4758.203125
	Iteration 35Q: 3 clusters Score -1635613 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1635678.250000 Penalty: 4758.203125
	Iteration 36Q: 3 clusters Score -1635678 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1635708.875000 Penalty: 4758.203125
	Iteration 37Q: 3 clusters Score -1635709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1635736.000000 Penalty: 4758.203125
	Iteration 38Q: 3 clusters Score -1635736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1635757.875000 Penalty: 4758.203125
	Iteration 39Q: 3 clusters Score -1635758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1635777.625000 Penalty: 4758.203125
	Iteration 40F: 3 clusters Score -1635778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1635791.125000 Penalty: 4758.203125
	Iteration 41Q: 3 clusters Score -1635791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1635803.500000 Penalty: 4758.203125
	Iteration 42Q: 3 clusters Score -1635804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1635812.625000 Penalty: 4758.203125
	Iteration 43Q: 3 clusters Score -1635813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1635826.125000 Penalty: 4758.203125
	Iteration 44Q: 3 clusters Score -1635826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1635835.125000 Penalty: 4758.203125
	Iteration 45Q: 3 clusters Score -1635835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1635841.875000 Penalty: 4758.203125
	Iteration 46Q: 3 clusters Score -1635842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1635847.000000 Penalty: 4758.203125
	Iteration 47Q: 3 clusters Score -1635847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1635848.125000 Penalty: 4758.203125
	Iteration 48Q: 3 clusters Score -1635848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1635846.375000 Penalty: 4758.203125
	Iteration 49Q: 3 clusters Score -1635846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1635849.625000 Penalty: 4758.203125
	Iteration 50Q: 3 clusters Score -1635850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1635852.375000 Penalty: 4758.203125
	Iteration 51Q: 3 clusters Score -1635852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1635852.625000 Penalty: 4758.203125
	Iteration 52Q: 3 clusters Score -1635853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1635853.375000 Penalty: 4758.203125
	Iteration 53Q: 3 clusters Score -1635853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1635855.500000 Penalty: 4758.203125
	Iteration 54Q: 3 clusters Score -1635856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1635854.750000 Penalty: 4758.203125
	Iteration 55Q: 3 clusters Score -1635855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1635859.000000 Penalty: 4758.203125
	Iteration 56Q: 3 clusters Score -1635859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1635864.250000 Penalty: 4758.203125
	Iteration 57Q: 3 clusters Score -1635864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1635862.125000 Penalty: 4758.203125
	Iteration 58Q: 3 clusters Score -1635862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1635867.750000 Penalty: 4758.203125
	Iteration 59Q: 3 clusters Score -1635868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1635867.875000 Penalty: 4758.203125
	Iteration 60F: 3 clusters Score -1635868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1635867.250000 Penalty: 4758.203125
	Iteration 61Q: 3 clusters Score -1635867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1635871.250000 Penalty: 4758.203125
	Iteration 62Q: 3 clusters Score -1635871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1635875.250000 Penalty: 4758.203125
	Iteration 63Q: 3 clusters Score -1635875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1635874.750000 Penalty: 4758.203125
	Iteration 64Q: 3 clusters Score -1635875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1635879.125000 Penalty: 4758.203125
	Iteration 65Q: 3 clusters Score -1635879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1635876.125000 Penalty: 4758.203125
	Iteration 66Q: 3 clusters Score -1635876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1635876.875000 Penalty: 4758.203125
	Iteration 67Q: 3 clusters Score -1635877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1635876.750000 Penalty: 4758.203125
	Iteration 68Q: 3 clusters Score -1635877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1635872.625000 Penalty: 4758.203125
	Iteration 69Q: 3 clusters Score -1635873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1635880.000000 Penalty: 4758.203125
	Iteration 70Q: 3 clusters Score -1635880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1635881.625000 Penalty: 4758.203125
	Iteration 71Q: 3 clusters Score -1635882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1635879.625000 Penalty: 4758.203125
	Iteration 72Q: 3 clusters Score -1635880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1635881.750000 Penalty: 4758.203125
	Iteration 73Q: 3 clusters Score -1635882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1635881.250000 Penalty: 4758.203125
	Iteration 74Q: 3 clusters Score -1635881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1635883.750000 Penalty: 4758.203125
	Iteration 75Q: 3 clusters Score -1635884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1635882.125000 Penalty: 4758.203125
	Iteration 76Q: 3 clusters Score -1635882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1635879.125000 Penalty: 4758.203125
	Iteration 77Q: 3 clusters Score -1635879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1635880.500000 Penalty: 4758.203125
	Iteration 78Q: 3 clusters Score -1635880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1635883.000000 Penalty: 4758.203125
	Iteration 79Q: 3 clusters Score -1635883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1635883.875000 Penalty: 4758.203125
	Iteration 80F: 3 clusters Score -1635884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1635886.250000 Penalty: 4758.203125
	Iteration 81Q: 3 clusters Score -1635886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1635881.750000 Penalty: 4758.203125
	Iteration 82Q: 3 clusters Score -1635882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1635882.500000 Penalty: 4758.203125
	Iteration 83Q: 3 clusters Score -1635882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1635882.500000 Penalty: 4758.203125
	Iteration 84F: 3 clusters Score -1635882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Entering Unmasked Estep 
Score: -879119.750000 Penalty: 2231.200439
	Iteration 0F: 2 clusters Score -879119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -872650.125000 Penalty: 4462.400879
	Iteration 0F: 3 clusters Score -872650.1 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -874606.625000 Penalty: 4462.400879
	Iteration 1F: 3 clusters Score -874606.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -875178.312500 Penalty: 4462.400879
	Iteration 2F: 3 clusters Score -875178.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -875722.187500 Penalty: 4462.400879
	Iteration 3F: 3 clusters Score -875722.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -876528.625000 Penalty: 4462.400879
	Iteration 4F: 3 clusters Score -876528.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -877364.187500 Penalty: 4462.400879
	Iteration 5F: 3 clusters Score -877364.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -878102.562500 Penalty: 4462.400879
	Iteration 6F: 3 clusters Score -878102.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -878699.500000 Penalty: 4462.400879
	Iteration 7F: 3 clusters Score -878699.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -879093.375000 Penalty: 4462.400879
	Iteration 8Q: 3 clusters Score -879093.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -879329.312500 Penalty: 4462.400879
	Iteration 9Q: 3 clusters Score -879329.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -879480.937500 Penalty: 4462.400879
	Iteration 10Q: 3 clusters Score -879480.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -879591.062500 Penalty: 4462.400879
	Iteration 11Q: 3 clusters Score -879591.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -879674.750000 Penalty: 4462.400879
	Iteration 12Q: 3 clusters Score -879674.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -879764.187500 Penalty: 4462.400879
	Iteration 13Q: 3 clusters Score -879764.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -879906.312500 Penalty: 4462.400879
	Iteration 14Q: 3 clusters Score -879906.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -880085.312500 Penalty: 4462.400879
	Iteration 15Q: 3 clusters Score -880085.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -880245.375000 Penalty: 4462.400879
	Iteration 16Q: 3 clusters Score -880245.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -880373.375000 Penalty: 4462.400879
	Iteration 17Q: 3 clusters Score -880373.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -880528.875000 Penalty: 4462.400879
	Iteration 18Q: 3 clusters Score -880528.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -880679.562500 Penalty: 4462.400879
	Iteration 19Q: 3 clusters Score -880679.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -880819.875000 Penalty: 4462.400879
	Iteration 20F: 3 clusters Score -880819.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -880969.500000 Penalty: 4462.400879
	Iteration 21Q: 3 clusters Score -880969.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -881123.562500 Penalty: 4462.400879
	Iteration 22Q: 3 clusters Score -881123.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -881262.625000 Penalty: 4462.400879
	Iteration 23Q: 3 clusters Score -881262.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -881362.437500 Penalty: 4462.400879
	Iteration 24Q: 3 clusters Score -881362.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -881411.750000 Penalty: 4462.400879
	Iteration 25Q: 3 clusters Score -881411.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -881441.000000 Penalty: 4462.400879
	Iteration 26Q: 3 clusters Score -881441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -881464.125000 Penalty: 4462.400879
	Iteration 27Q: 3 clusters Score -881464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -881470.812500 Penalty: 4462.400879
	Iteration 28Q: 3 clusters Score -881470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -881472.437500 Penalty: 4462.400879
	Iteration 29Q: 3 clusters Score -881472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -881480.000000 Penalty: 4462.400879
	Iteration 30Q: 3 clusters Score -881480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -881480.812500 Penalty: 4462.400879
	Iteration 31Q: 3 clusters Score -881480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -881483.562500 Penalty: 4462.400879
	Iteration 32Q: 3 clusters Score -881483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -881483.375000 Penalty: 4462.400879
	Iteration 33Q: 3 clusters Score -881483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -881482.875000 Penalty: 4462.400879
	Iteration 34Q: 3 clusters Score -881482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -881482.500000 Penalty: 4462.400879
	Iteration 35Q: 3 clusters Score -881482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -881482.812500 Penalty: 4462.400879
	Iteration 36Q: 3 clusters Score -881482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -881484.312500 Penalty: 4462.400879
	Iteration 37Q: 3 clusters Score -881484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -881483.375000 Penalty: 4462.400879
	Iteration 38Q: 3 clusters Score -881483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -881485.687500 Penalty: 4462.400879
	Iteration 39F: 3 clusters Score -881485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -881486.250000 Penalty: 4462.400879
	Iteration 40F: 3 clusters Score -881486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -881489.875000 Penalty: 4462.400879
	Iteration 41Q: 3 clusters Score -881489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -881489.750000 Penalty: 4462.400879
	Iteration 42Q: 3 clusters Score -881489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -881489.500000 Penalty: 4462.400879
	Iteration 43Q: 3 clusters Score -881489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -881489.500000 Penalty: 4462.400879
	Iteration 44F: 3 clusters Score -881489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 17898 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14206 members 
Mstep: Class 37 contains 6062 members 
Entering Unmasked Estep 
Score: -110902440.000000 Penalty: 126889.953125
Splitting cluster 26 changes total score from -110900128.000000 to -110902440.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (16429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Entering Unmasked Estep 
Score: -1876649.375000 Penalty: 2407.287109
	Iteration 0F: 2 clusters Score -1876649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1864841.000000 Penalty: 4814.574219
	Iteration 0F: 3 clusters Score -1864841 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1868528.625000 Penalty: 4814.574219
	Iteration 1F: 3 clusters Score -1868529 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1868882.625000 Penalty: 4814.574219
	Iteration 2F: 3 clusters Score -1868883 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1869145.500000 Penalty: 4814.574219
	Iteration 3Q: 3 clusters Score -1869146 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1869371.250000 Penalty: 4814.574219
	Iteration 4Q: 3 clusters Score -1869371 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1869556.250000 Penalty: 4814.574219
	Iteration 5Q: 3 clusters Score -1869556 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1869714.000000 Penalty: 4814.574219
	Iteration 6Q: 3 clusters Score -1869714 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1869866.250000 Penalty: 4814.574219
	Iteration 7Q: 3 clusters Score -1869866 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1870034.500000 Penalty: 4814.574219
	Iteration 8Q: 3 clusters Score -1870034 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1870224.875000 Penalty: 4814.574219
	Iteration 9Q: 3 clusters Score -1870225 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1870441.625000 Penalty: 4814.574219
	Iteration 10Q: 3 clusters Score -1870442 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1870701.250000 Penalty: 4814.574219
	Iteration 11Q: 3 clusters Score -1870701 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1871050.250000 Penalty: 4814.574219
	Iteration 12Q: 3 clusters Score -1871050 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1871457.625000 Penalty: 4814.574219
	Iteration 13Q: 3 clusters Score -1871458 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1871857.875000 Penalty: 4814.574219
	Iteration 14Q: 3 clusters Score -1871858 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1872330.125000 Penalty: 4814.574219
	Iteration 15Q: 3 clusters Score -1872330 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1872773.500000 Penalty: 4814.574219
	Iteration 16Q: 3 clusters Score -1872774 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1873166.250000 Penalty: 4814.574219
	Iteration 17Q: 3 clusters Score -1873166 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1873489.625000 Penalty: 4814.574219
	Iteration 18Q: 3 clusters Score -1873490 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1873728.000000 Penalty: 4814.574219
	Iteration 19Q: 3 clusters Score -1873728 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1873910.375000 Penalty: 4814.574219
	Iteration 20F: 3 clusters Score -1873910 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1874034.625000 Penalty: 4814.574219
	Iteration 21Q: 3 clusters Score -1874035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1874130.250000 Penalty: 4814.574219
	Iteration 22Q: 3 clusters Score -1874130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1874188.875000 Penalty: 4814.574219
	Iteration 23Q: 3 clusters Score -1874189 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1874260.500000 Penalty: 4814.574219
	Iteration 24Q: 3 clusters Score -1874260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1874305.375000 Penalty: 4814.574219
	Iteration 25Q: 3 clusters Score -1874305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1874342.250000 Penalty: 4814.574219
	Iteration 26Q: 3 clusters Score -1874342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1874362.750000 Penalty: 4814.574219
	Iteration 27Q: 3 clusters Score -1874363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1874389.500000 Penalty: 4814.574219
	Iteration 28Q: 3 clusters Score -1874390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1874416.625000 Penalty: 4814.574219
	Iteration 29Q: 3 clusters Score -1874417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1874437.125000 Penalty: 4814.574219
	Iteration 30Q: 3 clusters Score -1874437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1874456.000000 Penalty: 4814.574219
	Iteration 31Q: 3 clusters Score -1874456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1874469.500000 Penalty: 4814.574219
	Iteration 32Q: 3 clusters Score -1874470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1874481.625000 Penalty: 4814.574219
	Iteration 33Q: 3 clusters Score -1874482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1874491.000000 Penalty: 4814.574219
	Iteration 34Q: 3 clusters Score -1874491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1874501.250000 Penalty: 4814.574219
	Iteration 35Q: 3 clusters Score -1874501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1874509.000000 Penalty: 4814.574219
	Iteration 36Q: 3 clusters Score -1874509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1874527.000000 Penalty: 4814.574219
	Iteration 37Q: 3 clusters Score -1874527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1874533.250000 Penalty: 4814.574219
	Iteration 38Q: 3 clusters Score -1874533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1874542.500000 Penalty: 4814.574219
	Iteration 39Q: 3 clusters Score -1874542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1874550.875000 Penalty: 4814.574219
	Iteration 40F: 3 clusters Score -1874551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1874551.125000 Penalty: 4814.574219
	Iteration 41Q: 3 clusters Score -1874551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1874552.250000 Penalty: 4814.574219
	Iteration 42Q: 3 clusters Score -1874552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1874552.250000 Penalty: 4814.574219
	Iteration 43F: 3 clusters Score -1874552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Entering Unmasked Estep 
Score: -2058110.250000 Penalty: 2428.526123
	Iteration 0F: 2 clusters Score -2058110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2045421.625000 Penalty: 4857.052246
	Iteration 0F: 3 clusters Score -2045422 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2049543.000000 Penalty: 4857.052246
	Iteration 1F: 3 clusters Score -2049543 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2049931.375000 Penalty: 4857.052246
	Iteration 2F: 3 clusters Score -2049931 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2050235.500000 Penalty: 4857.052246
	Iteration 3Q: 3 clusters Score -2050236 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2050429.875000 Penalty: 4857.052246
	Iteration 4Q: 3 clusters Score -2050430 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2050584.250000 Penalty: 4857.052246
	Iteration 5Q: 3 clusters Score -2050584 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2050737.500000 Penalty: 4857.052246
	Iteration 6Q: 3 clusters Score -2050738 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2050865.750000 Penalty: 4857.052246
	Iteration 7Q: 3 clusters Score -2050866 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2050979.125000 Penalty: 4857.052246
	Iteration 8Q: 3 clusters Score -2050979 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2051095.375000 Penalty: 4857.052246
	Iteration 9Q: 3 clusters Score -2051095 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2051217.125000 Penalty: 4857.052246
	Iteration 10Q: 3 clusters Score -2051217 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2051328.000000 Penalty: 4857.052246
	Iteration 11Q: 3 clusters Score -2051328 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2051492.875000 Penalty: 4857.052246
	Iteration 12Q: 3 clusters Score -2051493 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2051771.250000 Penalty: 4857.052246
	Iteration 13Q: 3 clusters Score -2051771 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2052289.250000 Penalty: 4857.052246
	Iteration 14Q: 3 clusters Score -2052289 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2053169.500000 Penalty: 4857.052246
	Iteration 15F: 3 clusters Score -2053170 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2054453.250000 Penalty: 4857.052246
	Iteration 16F: 3 clusters Score -2054453 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2055993.000000 Penalty: 4857.052246
	Iteration 17F: 3 clusters Score -2055993 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2057260.250000 Penalty: 4857.052246
	Iteration 18F: 3 clusters Score -2057260 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2057986.625000 Penalty: 4857.052246
	Iteration 19Q: 3 clusters Score -2057987 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2058341.000000 Penalty: 4857.052246
	Iteration 20F: 3 clusters Score -2058341 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2058515.625000 Penalty: 4857.052246
	Iteration 21Q: 3 clusters Score -2058516 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2058611.000000 Penalty: 4857.052246
	Iteration 22Q: 3 clusters Score -2058611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2058667.625000 Penalty: 4857.052246
	Iteration 23Q: 3 clusters Score -2058668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2058707.125000 Penalty: 4857.052246
	Iteration 24Q: 3 clusters Score -2058707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2058731.125000 Penalty: 4857.052246
	Iteration 25Q: 3 clusters Score -2058731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2058750.000000 Penalty: 4857.052246
	Iteration 26Q: 3 clusters Score -2058750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2058760.750000 Penalty: 4857.052246
	Iteration 27Q: 3 clusters Score -2058761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2058760.375000 Penalty: 4857.052246
	Iteration 28Q: 3 clusters Score -2058760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2058766.500000 Penalty: 4857.052246
	Iteration 29Q: 3 clusters Score -2058766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2058771.250000 Penalty: 4857.052246
	Iteration 30Q: 3 clusters Score -2058771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2058772.125000 Penalty: 4857.052246
	Iteration 31Q: 3 clusters Score -2058772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2058770.875000 Penalty: 4857.052246
	Iteration 32Q: 3 clusters Score -2058771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2058772.250000 Penalty: 4857.052246
	Iteration 33Q: 3 clusters Score -2058772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2058774.750000 Penalty: 4857.052246
	Iteration 34Q: 3 clusters Score -2058775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2058779.750000 Penalty: 4857.052246
	Iteration 35Q: 3 clusters Score -2058780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2058777.500000 Penalty: 4857.052246
	Iteration 36Q: 3 clusters Score -2058778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2058774.750000 Penalty: 4857.052246
	Iteration 37Q: 3 clusters Score -2058775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2058774.750000 Penalty: 4857.052246
	Iteration 38F: 3 clusters Score -2058775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14206 members 
Mstep: Class 37 contains 6062 members 
Mstep: Class 38 contains 16359 members 
Entering Unmasked Estep 
Score: -110902056.000000 Penalty: 130319.414062
Splitting cluster 28 changes total score from -110900128.000000 to -110902056.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (110615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Entering Unmasked Estep 
Score: -12508299.000000 Penalty: 2880.225098
	Iteration 0F: 2 clusters Score -1.25083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -12434110.000000 Penalty: 5760.450195
	Iteration 0F: 3 clusters Score -1.243411e+07 nChanged 52596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -12464707.000000 Penalty: 5760.450195
	Iteration 1F: 3 clusters Score -1.246471e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -12465443.000000 Penalty: 5760.450195
	Iteration 2Q: 3 clusters Score -1.246544e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -12466418.000000 Penalty: 5760.450195
	Iteration 3Q: 3 clusters Score -1.246642e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -12467696.000000 Penalty: 5760.450195
	Iteration 4Q: 3 clusters Score -1.24677e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -12469226.000000 Penalty: 5760.450195
	Iteration 5Q: 3 clusters Score -1.246923e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -12471348.000000 Penalty: 5760.450195
	Iteration 6Q: 3 clusters Score -1.247135e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -12473758.000000 Penalty: 5760.450195
	Iteration 7Q: 3 clusters Score -1.247376e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -12476490.000000 Penalty: 5760.450195
	Iteration 8F: 3 clusters Score -1.247649e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -12479213.000000 Penalty: 5760.450195
	Iteration 9F: 3 clusters Score -1.247921e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -12482041.000000 Penalty: 5760.450195
	Iteration 10F: 3 clusters Score -1.248204e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -12484782.000000 Penalty: 5760.450195
	Iteration 11Q: 3 clusters Score -1.248478e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -12487379.000000 Penalty: 5760.450195
	Iteration 12Q: 3 clusters Score -1.248738e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -12489816.000000 Penalty: 5760.450195
	Iteration 13Q: 3 clusters Score -1.248982e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -12492136.000000 Penalty: 5760.450195
	Iteration 14Q: 3 clusters Score -1.249214e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -12494537.000000 Penalty: 5760.450195
	Iteration 15Q: 3 clusters Score -1.249454e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -12496958.000000 Penalty: 5760.450195
	Iteration 16Q: 3 clusters Score -1.249696e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -12499362.000000 Penalty: 5760.450195
	Iteration 17Q: 3 clusters Score -1.249936e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -12501660.000000 Penalty: 5760.450195
	Iteration 18Q: 3 clusters Score -1.250166e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -12503354.000000 Penalty: 5760.450195
	Iteration 19Q: 3 clusters Score -1.250335e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -12504442.000000 Penalty: 5760.450195
	Iteration 20F: 3 clusters Score -1.250444e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -12505070.000000 Penalty: 5760.450195
	Iteration 21Q: 3 clusters Score -1.250507e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -12505408.000000 Penalty: 5760.450195
	Iteration 22Q: 3 clusters Score -1.250541e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 109883 members 
Entering Unmasked Estep 
Score: -12505539.000000 Penalty: 5760.450195
	Iteration 23Q: 3 clusters Score -1.250554e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -12505625.000000 Penalty: 5760.450195
	Iteration 24Q: 3 clusters Score -1.250562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 110035 members 
Entering Unmasked Estep 
Score: -12505668.000000 Penalty: 5760.450195
	Iteration 25Q: 3 clusters Score -1.250567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -12505687.000000 Penalty: 5760.450195
	Iteration 26Q: 3 clusters Score -1.250569e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -12505743.000000 Penalty: 5760.450195
	Iteration 27Q: 3 clusters Score -1.250574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -12505749.000000 Penalty: 5760.450195
	Iteration 28Q: 3 clusters Score -1.250575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -12505781.000000 Penalty: 5760.450195
	Iteration 29Q: 3 clusters Score -1.250578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -12505779.000000 Penalty: 5760.450195
	Iteration 30Q: 3 clusters Score -1.250578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -12505797.000000 Penalty: 5760.450195
	Iteration 31Q: 3 clusters Score -1.25058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -12505803.000000 Penalty: 5760.450195
	Iteration 32Q: 3 clusters Score -1.25058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -12505805.000000 Penalty: 5760.450195
	Iteration 33Q: 3 clusters Score -1.25058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -12505793.000000 Penalty: 5760.450195
	Iteration 34Q: 3 clusters Score -1.250579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -12505807.000000 Penalty: 5760.450195
	Iteration 35Q: 3 clusters Score -1.250581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -12505815.000000 Penalty: 5760.450195
	Iteration 36Q: 3 clusters Score -1.250582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -12505812.000000 Penalty: 5760.450195
	Iteration 37Q: 3 clusters Score -1.250581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -12505811.000000 Penalty: 5760.450195
	Iteration 38Q: 3 clusters Score -1.250581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 110152 members 
Entering Unmasked Estep 
Score: -12505805.000000 Penalty: 5760.450195
	Iteration 39Q: 3 clusters Score -1.25058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 110156 members 
Entering Unmasked Estep 
Score: -12505811.000000 Penalty: 5760.450195
	Iteration 40F: 3 clusters Score -1.250581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -12505819.000000 Penalty: 5760.450195
	Iteration 41Q: 3 clusters Score -1.250582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -12505819.000000 Penalty: 5760.450195
	Iteration 42Q: 3 clusters Score -1.250582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -12505822.000000 Penalty: 5760.450195
	Iteration 43Q: 3 clusters Score -1.250582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -12505822.000000 Penalty: 5760.450195
	Iteration 44F: 3 clusters Score -1.250582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -105599.468750 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -105599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103677.671875 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -103677.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104503.898438 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -104503.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105195.296875 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -105195.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106014.664062 Penalty: 3529.731445
	Iteration 3F: 3 clusters Score -106014.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106595.726562 Penalty: 3529.731445
	Iteration 4F: 3 clusters Score -106595.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -107051.445312 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -107051.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107460.796875 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -107460.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107790.468750 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -107790.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108246.109375 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -108246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108306.578125 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -108306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108306.578125 Penalty: 3529.731445
	Iteration 10F: 3 clusters Score -108306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14206 members 
Mstep: Class 37 contains 6062 members 
Mstep: Class 38 contains 16359 members 
Mstep: Class 39 contains 539 members 
Entering Unmasked Estep 
Score: -110903096.000000 Penalty: 133748.875000
Splitting cluster 30 changes total score from -110900128.000000 to -110903096.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -1034340.125000 Penalty: 2268.000000
	Iteration 0F: 2 clusters Score -1034340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1027024.312500 Penalty: 4536.000000
	Iteration 0F: 3 clusters Score -1027024 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1029181.625000 Penalty: 4536.000000
	Iteration 1F: 3 clusters Score -1029182 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1029474.875000 Penalty: 4536.000000
	Iteration 2F: 3 clusters Score -1029475 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1029705.812500 Penalty: 4536.000000
	Iteration 3F: 3 clusters Score -1029706 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1029893.750000 Penalty: 4536.000000
	Iteration 4Q: 3 clusters Score -1029894 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1030027.062500 Penalty: 4536.000000
	Iteration 5Q: 3 clusters Score -1030027 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1030141.187500 Penalty: 4536.000000
	Iteration 6Q: 3 clusters Score -1030141 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1030237.062500 Penalty: 4536.000000
	Iteration 7Q: 3 clusters Score -1030237 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1030329.937500 Penalty: 4536.000000
	Iteration 8Q: 3 clusters Score -1030330 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1030420.937500 Penalty: 4536.000000
	Iteration 9Q: 3 clusters Score -1030421 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1030512.250000 Penalty: 4536.000000
	Iteration 10Q: 3 clusters Score -1030512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1030598.625000 Penalty: 4536.000000
	Iteration 11Q: 3 clusters Score -1030599 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1030673.187500 Penalty: 4536.000000
	Iteration 12Q: 3 clusters Score -1030673 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1030737.687500 Penalty: 4536.000000
	Iteration 13Q: 3 clusters Score -1030738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1030796.750000 Penalty: 4536.000000
	Iteration 14Q: 3 clusters Score -1030797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1030861.375000 Penalty: 4536.000000
	Iteration 15Q: 3 clusters Score -1030861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1030921.875000 Penalty: 4536.000000
	Iteration 16Q: 3 clusters Score -1030922 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1030989.187500 Penalty: 4536.000000
	Iteration 17Q: 3 clusters Score -1030989 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1031060.750000 Penalty: 4536.000000
	Iteration 18Q: 3 clusters Score -1031061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1031142.437500 Penalty: 4536.000000
	Iteration 19Q: 3 clusters Score -1031142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1031220.437500 Penalty: 4536.000000
	Iteration 20F: 3 clusters Score -1031220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1031291.937500 Penalty: 4536.000000
	Iteration 21Q: 3 clusters Score -1031292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1031362.000000 Penalty: 4536.000000
	Iteration 22Q: 3 clusters Score -1031362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1031417.437500 Penalty: 4536.000000
	Iteration 23Q: 3 clusters Score -1031417 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1031490.750000 Penalty: 4536.000000
	Iteration 24Q: 3 clusters Score -1031491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1031578.812500 Penalty: 4536.000000
	Iteration 25Q: 3 clusters Score -1031579 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1031690.750000 Penalty: 4536.000000
	Iteration 26Q: 3 clusters Score -1031691 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1031805.125000 Penalty: 4536.000000
	Iteration 27Q: 3 clusters Score -1031805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1031928.062500 Penalty: 4536.000000
	Iteration 28Q: 3 clusters Score -1031928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1032068.187500 Penalty: 4536.000000
	Iteration 29Q: 3 clusters Score -1032068 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1032180.937500 Penalty: 4536.000000
	Iteration 30Q: 3 clusters Score -1032181 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1032303.937500 Penalty: 4536.000000
	Iteration 31Q: 3 clusters Score -1032304 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1032388.875000 Penalty: 4536.000000
	Iteration 32Q: 3 clusters Score -1032389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1032444.375000 Penalty: 4536.000000
	Iteration 33Q: 3 clusters Score -1032444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1032487.125000 Penalty: 4536.000000
	Iteration 34Q: 3 clusters Score -1032487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1032519.750000 Penalty: 4536.000000
	Iteration 35Q: 3 clusters Score -1032520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1032549.125000 Penalty: 4536.000000
	Iteration 36Q: 3 clusters Score -1032549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1032572.812500 Penalty: 4536.000000
	Iteration 37Q: 3 clusters Score -1032573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1032588.312500 Penalty: 4536.000000
	Iteration 38Q: 3 clusters Score -1032588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1032601.625000 Penalty: 4536.000000
	Iteration 39Q: 3 clusters Score -1032602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1032606.937500 Penalty: 4536.000000
	Iteration 40F: 3 clusters Score -1032607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1032611.562500 Penalty: 4536.000000
	Iteration 41Q: 3 clusters Score -1032612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1032615.875000 Penalty: 4536.000000
	Iteration 42Q: 3 clusters Score -1032616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1032615.312500 Penalty: 4536.000000
	Iteration 43Q: 3 clusters Score -1032615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1032616.500000 Penalty: 4536.000000
	Iteration 44Q: 3 clusters Score -1032616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1032617.500000 Penalty: 4536.000000
	Iteration 45Q: 3 clusters Score -1032618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1032617.812500 Penalty: 4536.000000
	Iteration 46Q: 3 clusters Score -1032618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1032618.750000 Penalty: 4536.000000
	Iteration 47Q: 3 clusters Score -1032619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1032619.500000 Penalty: 4536.000000
	Iteration 48Q: 3 clusters Score -1032620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1032619.812500 Penalty: 4536.000000
	Iteration 49Q: 3 clusters Score -1032620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1032621.062500 Penalty: 4536.000000
	Iteration 50Q: 3 clusters Score -1032621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1032620.250000 Penalty: 4536.000000
	Iteration 51Q: 3 clusters Score -1032620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1032620.937500 Penalty: 4536.000000
	Iteration 52Q: 3 clusters Score -1032621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1032620.937500 Penalty: 4536.000000
	Iteration 53F: 3 clusters Score -1032621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Entering Unmasked Estep 
Score: -196400.046875 Penalty: 1861.089111
	Iteration 0F: 2 clusters Score -196400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -193902.671875 Penalty: 3722.178223
	Iteration 0F: 3 clusters Score -193902.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194313.265625 Penalty: 3722.178223
	Iteration 1F: 3 clusters Score -194313.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194458.109375 Penalty: 3722.178223
	Iteration 2F: 3 clusters Score -194458.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -194547.250000 Penalty: 3722.178223
	Iteration 3Q: 3 clusters Score -194547.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194594.187500 Penalty: 3722.178223
	Iteration 4Q: 3 clusters Score -194594.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194642.171875 Penalty: 3722.178223
	Iteration 5Q: 3 clusters Score -194642.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194679.671875 Penalty: 3722.178223
	Iteration 6Q: 3 clusters Score -194679.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194729.812500 Penalty: 3722.178223
	Iteration 7Q: 3 clusters Score -194729.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194777.093750 Penalty: 3722.178223
	Iteration 8Q: 3 clusters Score -194777.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194841.203125 Penalty: 3722.178223
	Iteration 9Q: 3 clusters Score -194841.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -194921.000000 Penalty: 3722.178223
	Iteration 10Q: 3 clusters Score -194921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195075.359375 Penalty: 3722.178223
	Iteration 11Q: 3 clusters Score -195075.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195361.906250 Penalty: 3722.178223
	Iteration 12Q: 3 clusters Score -195361.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -195797.968750 Penalty: 3722.178223
	Iteration 13F: 3 clusters Score -195798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196116.359375 Penalty: 3722.178223
	Iteration 14F: 3 clusters Score -196116.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196335.328125 Penalty: 3722.178223
	Iteration 15Q: 3 clusters Score -196335.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -196543.593750 Penalty: 3722.178223
	Iteration 16Q: 3 clusters Score -196543.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196632.875000 Penalty: 3722.178223
	Iteration 17Q: 3 clusters Score -196632.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -196712.562500 Penalty: 3722.178223
	Iteration 18Q: 3 clusters Score -196712.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -196813.703125 Penalty: 3722.178223
	Iteration 19Q: 3 clusters Score -196813.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -196928.062500 Penalty: 3722.178223
	Iteration 20F: 3 clusters Score -196928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -196991.859375 Penalty: 3722.178223
	Iteration 21Q: 3 clusters Score -196991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -196997.281250 Penalty: 3722.178223
	Iteration 22Q: 3 clusters Score -196997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -196997.281250 Penalty: 3722.178223
	Iteration 23F: 3 clusters Score -196997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 350707 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14206 members 
Mstep: Class 37 contains 6062 members 
Mstep: Class 38 contains 16359 members 
Mstep: Class 39 contains 539 members 
Mstep: Class 40 contains 1190 members 
Entering Unmasked Estep 
Score: -110902248.000000 Penalty: 137178.328125
Splitting cluster 32 changes total score from -110900128.000000 to -110902248.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 33 (350707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350707 members 
Entering Unmasked Estep 
Score: -39440448.000000 Penalty: 3166.391113
	Iteration 0F: 2 clusters Score -3.944045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175274 members 
Mstep: Class 2 contains 175433 members 
Entering Unmasked Estep 
Score: -39244188.000000 Penalty: 6332.782227
	Iteration 0F: 3 clusters Score -3.924419e+07 nChanged 170497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -39345628.000000 Penalty: 6332.782227
	Iteration 1F: 3 clusters Score -3.934563e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175531 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -39347228.000000 Penalty: 6332.782227
	Iteration 2Q: 3 clusters Score -3.934723e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174372 members 
Mstep: Class 2 contains 176335 members 
Entering Unmasked Estep 
Score: -39349488.000000 Penalty: 6332.782227
	Iteration 3Q: 3 clusters Score -3.934949e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 178400 members 
Entering Unmasked Estep 
Score: -39352400.000000 Penalty: 6332.782227
	Iteration 4Q: 3 clusters Score -3.93524e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168923 members 
Mstep: Class 2 contains 181784 members 
Entering Unmasked Estep 
Score: -39356136.000000 Penalty: 6332.782227
	Iteration 5Q: 3 clusters Score -3.935614e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 187086 members 
Entering Unmasked Estep 
Score: -39362364.000000 Penalty: 6332.782227
	Iteration 6Q: 3 clusters Score -3.936236e+07 nChanged 17548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 194688 members 
Entering Unmasked Estep 
Score: -39372276.000000 Penalty: 6332.782227
	Iteration 7F: 3 clusters Score -3.937228e+07 nChanged 20938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 204414 members 
Entering Unmasked Estep 
Score: -39386988.000000 Penalty: 6332.782227
	Iteration 8F: 3 clusters Score -3.938699e+07 nChanged 22597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 214655 members 
Entering Unmasked Estep 
Score: -39403732.000000 Penalty: 6332.782227
	Iteration 9F: 3 clusters Score -3.940373e+07 nChanged 20481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 223310 members 
Entering Unmasked Estep 
Score: -39415604.000000 Penalty: 6332.782227
	Iteration 10F: 3 clusters Score -3.94156e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 230626 members 
Entering Unmasked Estep 
Score: -39421472.000000 Penalty: 6332.782227
	Iteration 11Q: 3 clusters Score -3.942147e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 237510 members 
Entering Unmasked Estep 
Score: -39423832.000000 Penalty: 6332.782227
	Iteration 12Q: 3 clusters Score -3.942383e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 244761 members 
Entering Unmasked Estep 
Score: -39425876.000000 Penalty: 6332.782227
	Iteration 13Q: 3 clusters Score -3.942588e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 252422 members 
Entering Unmasked Estep 
Score: -39427976.000000 Penalty: 6332.782227
	Iteration 14Q: 3 clusters Score -3.942798e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 260474 members 
Entering Unmasked Estep 
Score: -39430272.000000 Penalty: 6332.782227
	Iteration 15Q: 3 clusters Score -3.943027e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 268855 members 
Entering Unmasked Estep 
Score: -39433296.000000 Penalty: 6332.782227
	Iteration 16Q: 3 clusters Score -3.94333e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 277393 members 
Entering Unmasked Estep 
Score: -39436368.000000 Penalty: 6332.782227
	Iteration 17Q: 3 clusters Score -3.943637e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 286055 members 
Entering Unmasked Estep 
Score: -39439092.000000 Penalty: 6332.782227
	Iteration 18Q: 3 clusters Score -3.943909e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 294793 members 
Entering Unmasked Estep 
Score: -39440648.000000 Penalty: 6332.782227
	Iteration 19Q: 3 clusters Score -3.944065e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 303597 members 
Entering Unmasked Estep 
Score: -39441728.000000 Penalty: 6332.782227
	Iteration 20F: 3 clusters Score -3.944173e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 311807 members 
Entering Unmasked Estep 
Score: -39442156.000000 Penalty: 6332.782227
	Iteration 21Q: 3 clusters Score -3.944216e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 319243 members 
Entering Unmasked Estep 
Score: -39441896.000000 Penalty: 6332.782227
	Iteration 22Q: 3 clusters Score -3.94419e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 325792 members 
Entering Unmasked Estep 
Score: -39441312.000000 Penalty: 6332.782227
	Iteration 23Q: 3 clusters Score -3.944131e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 331400 members 
Entering Unmasked Estep 
Score: -39440624.000000 Penalty: 6332.782227
	Iteration 24Q: 3 clusters Score -3.944062e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 336110 members 
Entering Unmasked Estep 
Score: -39440088.000000 Penalty: 6332.782227
	Iteration 25Q: 3 clusters Score -3.944009e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 339961 members 
Entering Unmasked Estep 
Score: -39439240.000000 Penalty: 6332.782227
	Iteration 26Q: 3 clusters Score -3.943924e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 342945 members 
Entering Unmasked Estep 
Score: -39438720.000000 Penalty: 6332.782227
	Iteration 27Q: 3 clusters Score -3.943872e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 345178 members 
Entering Unmasked Estep 
Score: -39438572.000000 Penalty: 6332.782227
	Iteration 28Q: 3 clusters Score -3.943857e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 346794 members 
Entering Unmasked Estep 
Score: -39438340.000000 Penalty: 6332.782227
	Iteration 29Q: 3 clusters Score -3.943834e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 347917 members 
Entering Unmasked Estep 
Score: -39438064.000000 Penalty: 6332.782227
	Iteration 30Q: 3 clusters Score -3.943806e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 348615 members 
Entering Unmasked Estep 
Score: -39437988.000000 Penalty: 6332.782227
	Iteration 31Q: 3 clusters Score -3.943799e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 349083 members 
Entering Unmasked Estep 
Score: -39437968.000000 Penalty: 6332.782227
	Iteration 32Q: 3 clusters Score -3.943797e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 349374 members 
Entering Unmasked Estep 
Score: -39437900.000000 Penalty: 6332.782227
	Iteration 33Q: 3 clusters Score -3.94379e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 349533 members 
Entering Unmasked Estep 
Score: -39438028.000000 Penalty: 6332.782227
	Iteration 34Q: 3 clusters Score -3.943803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 349624 members 
Entering Unmasked Estep 
Score: -39438004.000000 Penalty: 6332.782227
	Iteration 35Q: 3 clusters Score -3.9438e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 349700 members 
Entering Unmasked Estep 
Score: -39437996.000000 Penalty: 6332.782227
	Iteration 36Q: 3 clusters Score -3.9438e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 349762 members 
Entering Unmasked Estep 
Score: -39437992.000000 Penalty: 6332.782227
	Iteration 37Q: 3 clusters Score -3.943799e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 349809 members 
Entering Unmasked Estep 
Score: -39437984.000000 Penalty: 6332.782227
	Iteration 38Q: 3 clusters Score -3.943798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 349838 members 
Entering Unmasked Estep 
Score: -39438016.000000 Penalty: 6332.782227
	Iteration 39Q: 3 clusters Score -3.943802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 349870 members 
Entering Unmasked Estep 
Score: -39437968.000000 Penalty: 6332.782227
	Iteration 40F: 3 clusters Score -3.943797e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 349899 members 
Entering Unmasked Estep 
Score: -39438016.000000 Penalty: 6332.782227
	Iteration 41Q: 3 clusters Score -3.943802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 349930 members 
Entering Unmasked Estep 
Score: -39438028.000000 Penalty: 6332.782227
	Iteration 42Q: 3 clusters Score -3.943803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 349949 members 
Entering Unmasked Estep 
Score: -39438024.000000 Penalty: 6332.782227
	Iteration 43Q: 3 clusters Score -3.943802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 349958 members 
Entering Unmasked Estep 
Score: -39438044.000000 Penalty: 6332.782227
	Iteration 44Q: 3 clusters Score -3.943804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 349974 members 
Entering Unmasked Estep 
Score: -39438048.000000 Penalty: 6332.782227
	Iteration 45Q: 3 clusters Score -3.943805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 349978 members 
Entering Unmasked Estep 
Score: -39438044.000000 Penalty: 6332.782227
	Iteration 46Q: 3 clusters Score -3.943804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 349984 members 
Entering Unmasked Estep 
Score: -39438052.000000 Penalty: 6332.782227
	Iteration 47Q: 3 clusters Score -3.943805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 349993 members 
Entering Unmasked Estep 
Score: -39438044.000000 Penalty: 6332.782227
	Iteration 48Q: 3 clusters Score -3.943804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 350000 members 
Entering Unmasked Estep 
Score: -39438032.000000 Penalty: 6332.782227
	Iteration 49Q: 3 clusters Score -3.943803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 350005 members 
Entering Unmasked Estep 
Score: -39438028.000000 Penalty: 6332.782227
	Iteration 50Q: 3 clusters Score -3.943803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 350012 members 
Entering Unmasked Estep 
Score: -39438040.000000 Penalty: 6332.782227
	Iteration 51Q: 3 clusters Score -3.943804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 350022 members 
Entering Unmasked Estep 
Score: -39438044.000000 Penalty: 6332.782227
	Iteration 52Q: 3 clusters Score -3.943804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 350030 members 
Entering Unmasked Estep 
Score: -39438044.000000 Penalty: 6332.782227
	Iteration 53Q: 3 clusters Score -3.943804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 350034 members 
Entering Unmasked Estep 
Score: -39438028.000000 Penalty: 6332.782227
	Iteration 54Q: 3 clusters Score -3.943803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 350037 members 
Entering Unmasked Estep 
Score: -39438016.000000 Penalty: 6332.782227
	Iteration 55Q: 3 clusters Score -3.943802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 350037 members 
Entering Unmasked Estep 
Score: -39438032.000000 Penalty: 6332.782227
	Iteration 56Q: 3 clusters Score -3.943803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 350039 members 
Entering Unmasked Estep 
Score: -39438048.000000 Penalty: 6332.782227
	Iteration 57Q: 3 clusters Score -3.943805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 350043 members 
Entering Unmasked Estep 
Score: -39438048.000000 Penalty: 6332.782227
	Iteration 58Q: 3 clusters Score -3.943805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 350044 members 
Entering Unmasked Estep 
Score: -39438048.000000 Penalty: 6332.782227
	Iteration 59Q: 3 clusters Score -3.943805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 350045 members 
Entering Unmasked Estep 
Score: -39438056.000000 Penalty: 6332.782227
	Iteration 60F: 3 clusters Score -3.943806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 350047 members 
Entering Unmasked Estep 
Score: -39438036.000000 Penalty: 6332.782227
	Iteration 61Q: 3 clusters Score -3.943804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 350048 members 
Entering Unmasked Estep 
Score: -39438048.000000 Penalty: 6332.782227
	Iteration 62Q: 3 clusters Score -3.943805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 350049 members 
Entering Unmasked Estep 
Score: -39438016.000000 Penalty: 6332.782227
	Iteration 63Q: 3 clusters Score -3.943802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 350049 members 
Entering Unmasked Estep 
Score: -39438016.000000 Penalty: 6332.782227
	Iteration 64F: 3 clusters Score -3.943802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 50809 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 110615 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 350707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110904600.000000 Penalty: 137178.328125
Iteration 79Q: 41 clusters Score -1.109046e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 37431 members 
Mstep: Class 11 contains 50841 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 44709 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 25724 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102335 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 21988 members 
Mstep: Class 24 contains 36185 members 
Mstep: Class 25 contains 14630 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 1559 members 
Mstep: Class 29 contains 110624 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9385 members 
Mstep: Class 32 contains 628 members 
Mstep: Class 33 contains 350392 members 
Mstep: Class 34 contains 474 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 13962 members 
Mstep: Class 37 contains 5850 members 
Mstep: Class 38 contains 15923 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907192.000000 Penalty: 137178.328125
Iteration 80F: 41 clusters Score -1.109072e+08 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 11498 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 37110 members 
Mstep: Class 11 contains 50786 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 44589 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 25734 members 
Mstep: Class 17 contains 10404 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 24425 members 
Mstep: Class 23 contains 22148 members 
Mstep: Class 24 contains 36094 members 
Mstep: Class 25 contains 14600 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 110624 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9358 members 
Mstep: Class 32 contains 634 members 
Mstep: Class 33 contains 349304 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14307 members 
Mstep: Class 37 contains 6146 members 
Mstep: Class 38 contains 16737 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908848.000000 Penalty: 137178.328125
Iteration 81Q: 41 clusters Score -1.109088e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11463 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 50720 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44486 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 25771 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 102320 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 24448 members 
Mstep: Class 23 contains 22298 members 
Mstep: Class 24 contains 36049 members 
Mstep: Class 25 contains 14566 members 
Mstep: Class 26 contains 2112 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 1674 members 
Mstep: Class 29 contains 110630 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 640 members 
Mstep: Class 33 contains 348629 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14486 members 
Mstep: Class 37 contains 6316 members 
Mstep: Class 38 contains 17251 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909624.000000 Penalty: 137178.328125
Iteration 82Q: 41 clusters Score -1.109096e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 11433 members 
Mstep: Class 8 contains 5199 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 36767 members 
Mstep: Class 11 contains 50649 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 44405 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 25825 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102314 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 24490 members 
Mstep: Class 23 contains 22407 members 
Mstep: Class 24 contains 36031 members 
Mstep: Class 25 contains 14527 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 1722 members 
Mstep: Class 29 contains 110628 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 643 members 
Mstep: Class 33 contains 348151 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14618 members 
Mstep: Class 37 contains 6435 members 
Mstep: Class 38 contains 17645 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910024.000000 Penalty: 137178.328125
Iteration 83Q: 41 clusters Score -1.1091e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 36647 members 
Mstep: Class 11 contains 50592 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44342 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 25865 members 
Mstep: Class 17 contains 10351 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102299 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 24520 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 36015 members 
Mstep: Class 25 contains 14488 members 
Mstep: Class 26 contains 2113 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 1776 members 
Mstep: Class 29 contains 110644 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9340 members 
Mstep: Class 32 contains 648 members 
Mstep: Class 33 contains 347799 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14702 members 
Mstep: Class 37 contains 6523 members 
Mstep: Class 38 contains 17957 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910152.000000 Penalty: 137178.328125
Iteration 84Q: 41 clusters Score -1.109102e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 36559 members 
Mstep: Class 11 contains 50525 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44287 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 25898 members 
Mstep: Class 17 contains 10359 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102305 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 24538 members 
Mstep: Class 23 contains 22562 members 
Mstep: Class 24 contains 36012 members 
Mstep: Class 25 contains 14453 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 1829 members 
Mstep: Class 29 contains 110654 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9333 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 347558 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14776 members 
Mstep: Class 37 contains 6576 members 
Mstep: Class 38 contains 18195 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910416.000000 Penalty: 137178.328125
Iteration 85Q: 41 clusters Score -1.109104e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 36477 members 
Mstep: Class 11 contains 50461 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44240 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102318 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24531 members 
Mstep: Class 23 contains 22624 members 
Mstep: Class 24 contains 36000 members 
Mstep: Class 25 contains 14431 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 1880 members 
Mstep: Class 29 contains 110662 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9321 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 347363 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14836 members 
Mstep: Class 37 contains 6616 members 
Mstep: Class 38 contains 18416 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910592.000000 Penalty: 137178.328125
Iteration 86Q: 41 clusters Score -1.109106e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 36414 members 
Mstep: Class 11 contains 50413 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44218 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 25935 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 102325 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 24543 members 
Mstep: Class 23 contains 22693 members 
Mstep: Class 24 contains 36001 members 
Mstep: Class 25 contains 14417 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 16443 members 
Mstep: Class 28 contains 1924 members 
Mstep: Class 29 contains 110666 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9303 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 347169 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14878 members 
Mstep: Class 37 contains 6641 members 
Mstep: Class 38 contains 18598 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910480.000000 Penalty: 137178.328125
Iteration 87Q: 41 clusters Score -1.109105e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 5256 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 36349 members 
Mstep: Class 11 contains 50369 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44180 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 25958 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102331 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 24560 members 
Mstep: Class 23 contains 22750 members 
Mstep: Class 24 contains 36007 members 
Mstep: Class 25 contains 14396 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 1973 members 
Mstep: Class 29 contains 110663 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 347051 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14910 members 
Mstep: Class 37 contains 6655 members 
Mstep: Class 38 contains 18723 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910560.000000 Penalty: 137178.328125
Iteration 88Q: 41 clusters Score -1.109106e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 5262 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 36310 members 
Mstep: Class 11 contains 50327 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44143 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 25970 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102348 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 24560 members 
Mstep: Class 23 contains 22801 members 
Mstep: Class 24 contains 36011 members 
Mstep: Class 25 contains 14379 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 16433 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 110657 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346951 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14933 members 
Mstep: Class 37 contains 6665 members 
Mstep: Class 38 contains 18837 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910968.000000 Penalty: 137178.328125
Iteration 89Q: 41 clusters Score -1.10911e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 11327 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 36257 members 
Mstep: Class 11 contains 50304 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44111 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 10404 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 102365 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 24561 members 
Mstep: Class 23 contains 22845 members 
Mstep: Class 24 contains 36010 members 
Mstep: Class 25 contains 14371 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16422 members 
Mstep: Class 28 contains 2078 members 
Mstep: Class 29 contains 110654 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346851 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14951 members 
Mstep: Class 37 contains 6679 members 
Mstep: Class 38 contains 18924 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911184.000000 Penalty: 137178.328125
Iteration 90Q: 41 clusters Score -1.109112e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 11314 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 36210 members 
Mstep: Class 11 contains 50268 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44077 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 25999 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 102381 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 24562 members 
Mstep: Class 23 contains 22870 members 
Mstep: Class 24 contains 36008 members 
Mstep: Class 25 contains 14364 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16414 members 
Mstep: Class 28 contains 2124 members 
Mstep: Class 29 contains 110654 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9263 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346821 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14969 members 
Mstep: Class 37 contains 6690 members 
Mstep: Class 38 contains 18993 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911256.000000 Penalty: 137178.328125
Iteration 91Q: 41 clusters Score -1.109113e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 5269 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 36179 members 
Mstep: Class 11 contains 50236 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44044 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 26008 members 
Mstep: Class 17 contains 10417 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 102392 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24569 members 
Mstep: Class 23 contains 22900 members 
Mstep: Class 24 contains 36008 members 
Mstep: Class 25 contains 14362 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16404 members 
Mstep: Class 28 contains 2163 members 
Mstep: Class 29 contains 110651 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346816 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14981 members 
Mstep: Class 37 contains 6699 members 
Mstep: Class 38 contains 19048 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911224.000000 Penalty: 137178.328125
Iteration 92Q: 41 clusters Score -1.109112e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 11281 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 36152 members 
Mstep: Class 11 contains 50208 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44009 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26017 members 
Mstep: Class 17 contains 10417 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102417 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24576 members 
Mstep: Class 23 contains 22924 members 
Mstep: Class 24 contains 36012 members 
Mstep: Class 25 contains 14358 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16399 members 
Mstep: Class 28 contains 2201 members 
Mstep: Class 29 contains 110648 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9236 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346797 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 14996 members 
Mstep: Class 37 contains 6706 members 
Mstep: Class 38 contains 19093 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911256.000000 Penalty: 137178.328125
Iteration 93Q: 41 clusters Score -1.109113e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 11267 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 36123 members 
Mstep: Class 11 contains 50190 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43993 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26024 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 102434 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24581 members 
Mstep: Class 23 contains 22942 members 
Mstep: Class 24 contains 36016 members 
Mstep: Class 25 contains 14355 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16400 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 110646 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9224 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346763 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15010 members 
Mstep: Class 37 contains 6712 members 
Mstep: Class 38 contains 19132 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911328.000000 Penalty: 137178.328125
Iteration 94Q: 41 clusters Score -1.109113e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 11275 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 36098 members 
Mstep: Class 11 contains 50161 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43973 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26034 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 102437 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24591 members 
Mstep: Class 23 contains 22955 members 
Mstep: Class 24 contains 36023 members 
Mstep: Class 25 contains 14349 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16401 members 
Mstep: Class 28 contains 2259 members 
Mstep: Class 29 contains 110645 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9208 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346730 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15020 members 
Mstep: Class 37 contains 6715 members 
Mstep: Class 38 contains 19185 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911472.000000 Penalty: 137178.328125
Iteration 95Q: 41 clusters Score -1.109115e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 11272 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 36077 members 
Mstep: Class 11 contains 50137 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43949 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26039 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 102443 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24586 members 
Mstep: Class 23 contains 22968 members 
Mstep: Class 24 contains 36026 members 
Mstep: Class 25 contains 14344 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16402 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 110648 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9199 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346730 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15031 members 
Mstep: Class 37 contains 6720 members 
Mstep: Class 38 contains 19225 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911608.000000 Penalty: 137178.328125
Iteration 96Q: 41 clusters Score -1.109116e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 11254 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 36057 members 
Mstep: Class 11 contains 50113 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43924 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26043 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 102455 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24594 members 
Mstep: Class 23 contains 22977 members 
Mstep: Class 24 contains 36035 members 
Mstep: Class 25 contains 14337 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16402 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 110647 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346734 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15042 members 
Mstep: Class 37 contains 6724 members 
Mstep: Class 38 contains 19263 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911584.000000 Penalty: 137178.328125
Iteration 97Q: 41 clusters Score -1.109116e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 11249 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 36026 members 
Mstep: Class 11 contains 50088 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43903 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26048 members 
Mstep: Class 17 contains 10427 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102456 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24602 members 
Mstep: Class 23 contains 22975 members 
Mstep: Class 24 contains 36031 members 
Mstep: Class 25 contains 14329 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16402 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 110651 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9184 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346752 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15053 members 
Mstep: Class 37 contains 6729 members 
Mstep: Class 38 contains 19294 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911768.000000 Penalty: 137178.328125
Iteration 98Q: 41 clusters Score -1.109118e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 11245 members 
Mstep: Class 8 contains 5274 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 36003 members 
Mstep: Class 11 contains 50062 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43883 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26052 members 
Mstep: Class 17 contains 10443 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102448 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24611 members 
Mstep: Class 23 contains 22987 members 
Mstep: Class 24 contains 36025 members 
Mstep: Class 25 contains 14323 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16401 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 110649 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346762 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15061 members 
Mstep: Class 37 contains 6730 members 
Mstep: Class 38 contains 19321 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911704.000000 Penalty: 137178.328125
Iteration 99Q: 41 clusters Score -1.109117e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 11245 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 50046 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43866 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26053 members 
Mstep: Class 17 contains 10459 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102442 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24617 members 
Mstep: Class 23 contains 22981 members 
Mstep: Class 24 contains 36025 members 
Mstep: Class 25 contains 14317 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16396 members 
Mstep: Class 28 contains 2369 members 
Mstep: Class 29 contains 110648 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346770 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15072 members 
Mstep: Class 37 contains 6731 members 
Mstep: Class 38 contains 19346 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911512.000000 Penalty: 137178.328125
Iteration 100F: 41 clusters Score -1.109115e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 11245 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 35966 members 
Mstep: Class 11 contains 50035 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26060 members 
Mstep: Class 17 contains 10471 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102433 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24620 members 
Mstep: Class 23 contains 22984 members 
Mstep: Class 24 contains 36023 members 
Mstep: Class 25 contains 14309 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16395 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 110647 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9168 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346766 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 6731 members 
Mstep: Class 38 contains 19373 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911560.000000 Penalty: 137178.328125
Iteration 101Q: 41 clusters Score -1.109116e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 11240 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 35938 members 
Mstep: Class 11 contains 50015 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43847 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26070 members 
Mstep: Class 17 contains 10488 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102425 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24629 members 
Mstep: Class 23 contains 22992 members 
Mstep: Class 24 contains 36028 members 
Mstep: Class 25 contains 14304 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16395 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 110647 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9162 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346770 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15079 members 
Mstep: Class 37 contains 6731 members 
Mstep: Class 38 contains 19386 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911552.000000 Penalty: 137178.328125
Iteration 102Q: 41 clusters Score -1.109116e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 11232 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 35920 members 
Mstep: Class 11 contains 50001 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43839 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26081 members 
Mstep: Class 17 contains 10495 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102423 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24636 members 
Mstep: Class 23 contains 22997 members 
Mstep: Class 24 contains 36025 members 
Mstep: Class 25 contains 14302 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16396 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 110647 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9155 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346773 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15080 members 
Mstep: Class 37 contains 6733 members 
Mstep: Class 38 contains 19396 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911712.000000 Penalty: 137178.328125
Iteration 103Q: 41 clusters Score -1.109117e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11226 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 35895 members 
Mstep: Class 11 contains 49979 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43835 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26085 members 
Mstep: Class 17 contains 10504 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 102426 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24642 members 
Mstep: Class 23 contains 23000 members 
Mstep: Class 24 contains 36023 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16397 members 
Mstep: Class 28 contains 2436 members 
Mstep: Class 29 contains 110653 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346770 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15081 members 
Mstep: Class 37 contains 6733 members 
Mstep: Class 38 contains 19416 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911584.000000 Penalty: 137178.328125
Iteration 104Q: 41 clusters Score -1.109116e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 5285 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 35885 members 
Mstep: Class 11 contains 49974 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43826 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 102428 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24651 members 
Mstep: Class 23 contains 23004 members 
Mstep: Class 24 contains 36015 members 
Mstep: Class 25 contains 14298 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16398 members 
Mstep: Class 28 contains 2450 members 
Mstep: Class 29 contains 110656 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9140 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346739 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15081 members 
Mstep: Class 37 contains 6733 members 
Mstep: Class 38 contains 19435 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911536.000000 Penalty: 137178.328125
Iteration 105Q: 41 clusters Score -1.109115e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 5288 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 35873 members 
Mstep: Class 11 contains 49969 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43825 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26098 members 
Mstep: Class 17 contains 10512 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102433 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24650 members 
Mstep: Class 23 contains 23009 members 
Mstep: Class 24 contains 36009 members 
Mstep: Class 25 contains 14293 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16400 members 
Mstep: Class 28 contains 2461 members 
Mstep: Class 29 contains 110659 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346712 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15081 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19453 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911736.000000 Penalty: 137178.328125
Iteration 106Q: 41 clusters Score -1.109117e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11241 members 
Mstep: Class 8 contains 5289 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35864 members 
Mstep: Class 11 contains 49964 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10515 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 102436 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23010 members 
Mstep: Class 24 contains 36009 members 
Mstep: Class 25 contains 14293 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16400 members 
Mstep: Class 28 contains 2472 members 
Mstep: Class 29 contains 110660 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15083 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19474 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911920.000000 Penalty: 137178.328125
Iteration 107Q: 41 clusters Score -1.109119e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 5290 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35852 members 
Mstep: Class 11 contains 49955 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43807 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 10518 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 102441 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23009 members 
Mstep: Class 24 contains 36004 members 
Mstep: Class 25 contains 14290 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16397 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 110660 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9124 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346694 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15084 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19492 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911808.000000 Penalty: 137178.328125
Iteration 108Q: 41 clusters Score -1.109118e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 11240 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35844 members 
Mstep: Class 11 contains 49949 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43798 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26103 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 102444 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23011 members 
Mstep: Class 24 contains 36005 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16395 members 
Mstep: Class 28 contains 2496 members 
Mstep: Class 29 contains 110660 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9122 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346694 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19501 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911784.000000 Penalty: 137178.328125
Iteration 109Q: 41 clusters Score -1.109118e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11246 members 
Mstep: Class 8 contains 5290 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35836 members 
Mstep: Class 11 contains 49945 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43795 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102447 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24655 members 
Mstep: Class 23 contains 23013 members 
Mstep: Class 24 contains 36003 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16394 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 110662 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9123 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346679 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19516 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911952.000000 Penalty: 137178.328125
Iteration 110Q: 41 clusters Score -1.10912e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11252 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35831 members 
Mstep: Class 11 contains 49943 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43793 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 102448 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23015 members 
Mstep: Class 24 contains 36004 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16394 members 
Mstep: Class 28 contains 2521 members 
Mstep: Class 29 contains 110663 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9125 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346661 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19527 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911904.000000 Penalty: 137178.328125
Iteration 111Q: 41 clusters Score -1.109119e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11265 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35817 members 
Mstep: Class 11 contains 49939 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43791 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102452 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24649 members 
Mstep: Class 23 contains 23018 members 
Mstep: Class 24 contains 36000 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16391 members 
Mstep: Class 28 contains 2528 members 
Mstep: Class 29 contains 110665 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9124 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346657 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19537 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911912.000000 Penalty: 137178.328125
Iteration 112Q: 41 clusters Score -1.109119e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11281 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35805 members 
Mstep: Class 11 contains 49937 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102458 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24644 members 
Mstep: Class 23 contains 23019 members 
Mstep: Class 24 contains 35996 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2535 members 
Mstep: Class 29 contains 110666 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9124 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346655 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19546 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911928.000000 Penalty: 137178.328125
Iteration 113Q: 41 clusters Score -1.109119e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35787 members 
Mstep: Class 11 contains 49937 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43787 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10508 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102461 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24649 members 
Mstep: Class 23 contains 23019 members 
Mstep: Class 24 contains 35990 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16388 members 
Mstep: Class 28 contains 2540 members 
Mstep: Class 29 contains 110665 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9123 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346650 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19555 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911960.000000 Penalty: 137178.328125
Iteration 114Q: 41 clusters Score -1.10912e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11319 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35765 members 
Mstep: Class 11 contains 49937 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43783 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10504 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102464 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24647 members 
Mstep: Class 23 contains 23020 members 
Mstep: Class 24 contains 35988 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16387 members 
Mstep: Class 28 contains 2546 members 
Mstep: Class 29 contains 110665 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9119 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346660 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19551 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911928.000000 Penalty: 137178.328125
Iteration 115Q: 41 clusters Score -1.109119e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35737 members 
Mstep: Class 11 contains 49937 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43785 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 10504 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102464 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24645 members 
Mstep: Class 23 contains 23023 members 
Mstep: Class 24 contains 35985 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16388 members 
Mstep: Class 28 contains 2552 members 
Mstep: Class 29 contains 110666 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9115 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346669 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19555 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911944.000000 Penalty: 137178.328125
Iteration 116Q: 41 clusters Score -1.109119e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35714 members 
Mstep: Class 11 contains 49936 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43781 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26103 members 
Mstep: Class 17 contains 10504 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102460 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24642 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 35984 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2558 members 
Mstep: Class 29 contains 110668 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9112 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346687 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15086 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19559 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911936.000000 Penalty: 137178.328125
Iteration 117Q: 41 clusters Score -1.109119e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35689 members 
Mstep: Class 11 contains 49932 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102474 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24644 members 
Mstep: Class 23 contains 23019 members 
Mstep: Class 24 contains 35980 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16390 members 
Mstep: Class 28 contains 2565 members 
Mstep: Class 29 contains 110669 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9111 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346686 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15088 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19566 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911904.000000 Penalty: 137178.328125
Iteration 118Q: 41 clusters Score -1.109119e+08 nChanged 131
Entering ConstructFrom: 
Score: -110911904.000000 Penalty: 137178.328125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -6404233.500000 Penalty: 2718.422607
	Iteration 0F: 2 clusters Score -6404234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -6365657.000000 Penalty: 5436.845215
	Iteration 0F: 3 clusters Score -6365657 nChanged 26551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -6380468.500000 Penalty: 5436.845215
	Iteration 1F: 3 clusters Score -6380468 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6380989.000000 Penalty: 5436.845215
	Iteration 2Q: 3 clusters Score -6380989 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -6381450.500000 Penalty: 5436.845215
	Iteration 3Q: 3 clusters Score -6381450 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -6381980.500000 Penalty: 5436.845215
	Iteration 4Q: 3 clusters Score -6381980 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6382555.000000 Penalty: 5436.845215
	Iteration 5Q: 3 clusters Score -6382555 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6383223.000000 Penalty: 5436.845215
	Iteration 6Q: 3 clusters Score -6383223 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6384206.000000 Penalty: 5436.845215
	Iteration 7Q: 3 clusters Score -6384206 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -6385618.000000 Penalty: 5436.845215
	Iteration 8Q: 3 clusters Score -6385618 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -6387667.500000 Penalty: 5436.845215
	Iteration 9F: 3 clusters Score -6387668 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -6390495.000000 Penalty: 5436.845215
	Iteration 10F: 3 clusters Score -6390495 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -6393713.500000 Penalty: 5436.845215
	Iteration 11F: 3 clusters Score -6393714 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6396712.500000 Penalty: 5436.845215
	Iteration 12F: 3 clusters Score -6396712 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6399061.000000 Penalty: 5436.845215
	Iteration 13Q: 3 clusters Score -6399061 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6400523.500000 Penalty: 5436.845215
	Iteration 14Q: 3 clusters Score -6400524 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6401297.500000 Penalty: 5436.845215
	Iteration 15Q: 3 clusters Score -6401298 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6401679.500000 Penalty: 5436.845215
	Iteration 16Q: 3 clusters Score -6401680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6401845.500000 Penalty: 5436.845215
	Iteration 17Q: 3 clusters Score -6401846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6401917.000000 Penalty: 5436.845215
	Iteration 18Q: 3 clusters Score -6401917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6401942.500000 Penalty: 5436.845215
	Iteration 19Q: 3 clusters Score -6401942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6401975.500000 Penalty: 5436.845215
	Iteration 20F: 3 clusters Score -6401976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6401982.500000 Penalty: 5436.845215
	Iteration 21Q: 3 clusters Score -6401982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6402006.000000 Penalty: 5436.845215
	Iteration 22Q: 3 clusters Score -6402006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6402006.500000 Penalty: 5436.845215
	Iteration 23Q: 3 clusters Score -6402006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6402014.500000 Penalty: 5436.845215
	Iteration 24Q: 3 clusters Score -6402014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6402011.500000 Penalty: 5436.845215
	Iteration 25Q: 3 clusters Score -6402012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6402020.000000 Penalty: 5436.845215
	Iteration 26Q: 3 clusters Score -6402020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6402032.500000 Penalty: 5436.845215
	Iteration 27Q: 3 clusters Score -6402032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6402038.000000 Penalty: 5436.845215
	Iteration 28Q: 3 clusters Score -6402038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6402033.000000 Penalty: 5436.845215
	Iteration 29Q: 3 clusters Score -6402033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6402034.000000 Penalty: 5436.845215
	Iteration 30Q: 3 clusters Score -6402034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6402036.500000 Penalty: 5436.845215
	Iteration 31Q: 3 clusters Score -6402036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6402040.000000 Penalty: 5436.845215
	Iteration 32Q: 3 clusters Score -6402040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6402040.000000 Penalty: 5436.845215
	Iteration 33F: 3 clusters Score -6402040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -49962.375000 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -49962.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48495.843750 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -48495.84 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48984.765625 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -48984.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49422.722656 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -49422.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50037.468750 Penalty: 3146.564697
	Iteration 3F: 3 clusters Score -50037.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50571.132812 Penalty: 3146.564697
	Iteration 4F: 3 clusters Score -50571.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50891.796875 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -50891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51071.957031 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -51071.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51243.707031 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -51243.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51252.664062 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -51252.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51259.539062 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -51259.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51289.843750 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -51289.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51311.261719 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -51311.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51315.136719 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -51315.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51320.664062 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -51320.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51337.988281 Penalty: 3146.564697
	Iteration 14Q: 3 clusters Score -51337.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51363.808594 Penalty: 3146.564697
	Iteration 15Q: 3 clusters Score -51363.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51407.859375 Penalty: 3146.564697
	Iteration 16Q: 3 clusters Score -51407.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51460.441406 Penalty: 3146.564697
	Iteration 17Q: 3 clusters Score -51460.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51528.386719 Penalty: 3146.564697
	Iteration 18Q: 3 clusters Score -51528.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51608.109375 Penalty: 3146.564697
	Iteration 19Q: 3 clusters Score -51608.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51702.480469 Penalty: 3146.564697
	Iteration 20F: 3 clusters Score -51702.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52136.140625 Penalty: 3146.564697
	Iteration 21Q: 3 clusters Score -52136.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52136.140625 Penalty: 3146.564697
	Iteration 22F: 3 clusters Score -52136.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
Score: -110912192.000000 Penalty: 140607.781250
Splitting cluster 2 changes total score from -110911904.000000 to -110912192.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 3 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -394598.968750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -394599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -390949.468750 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -390949.5 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -391702.656250 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -391702.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -391934.187500 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -391934.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -392161.625000 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -392161.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -392368.093750 Penalty: 4063.789307
	Iteration 4F: 3 clusters Score -392368.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -392523.937500 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -392523.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -392715.187500 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -392715.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -392937.156250 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -392937.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -393154.281250 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -393154.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -393437.437500 Penalty: 4063.789307
	Iteration 9F: 3 clusters Score -393437.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -393654.875000 Penalty: 4063.789307
	Iteration 10F: 3 clusters Score -393654.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -393781.687500 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -393781.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -393894.437500 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -393894.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -393975.687500 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -393975.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -394048.875000 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -394048.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -394151.281250 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -394151.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -394240.718750 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -394240.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -394353.750000 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -394353.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -394467.718750 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -394467.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -394536.062500 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -394536.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -394573.593750 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -394573.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -394596.125000 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -394596.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -394614.062500 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -394614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -394623.687500 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -394623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -394626.250000 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -394626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -394627.250000 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -394627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -394627.656250 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -394627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -394627.656250 Penalty: 4063.789307
	Iteration 27F: 3 clusters Score -394627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 2614 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 1002 members 
Entering Unmasked Estep 
Score: -110910800.000000 Penalty: 144037.250000
Splitting cluster 3 changes total score from -110911904.000000 to -110910800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -532182.562500 Penalty: 2108.817627
	Iteration 0F: 2 clusters Score -532182.6 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 2454 members 
Entering Unmasked Estep 
Score: -527737.312500 Penalty: 4217.635254
	Iteration 0F: 3 clusters Score -527737.3 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -528853.000000 Penalty: 4217.635254
	Iteration 1F: 3 clusters Score -528853 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -529064.750000 Penalty: 4217.635254
	Iteration 2F: 3 clusters Score -529064.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -529197.625000 Penalty: 4217.635254
	Iteration 3F: 3 clusters Score -529197.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -529294.312500 Penalty: 4217.635254
	Iteration 4Q: 3 clusters Score -529294.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -529379.437500 Penalty: 4217.635254
	Iteration 5Q: 3 clusters Score -529379.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -529474.125000 Penalty: 4217.635254
	Iteration 6Q: 3 clusters Score -529474.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -529566.062500 Penalty: 4217.635254
	Iteration 7Q: 3 clusters Score -529566.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -529654.687500 Penalty: 4217.635254
	Iteration 8Q: 3 clusters Score -529654.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -529732.437500 Penalty: 4217.635254
	Iteration 9Q: 3 clusters Score -529732.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -529804.937500 Penalty: 4217.635254
	Iteration 10Q: 3 clusters Score -529804.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -529888.125000 Penalty: 4217.635254
	Iteration 11Q: 3 clusters Score -529888.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -529980.937500 Penalty: 4217.635254
	Iteration 12Q: 3 clusters Score -529980.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -530066.250000 Penalty: 4217.635254
	Iteration 13Q: 3 clusters Score -530066.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -530143.937500 Penalty: 4217.635254
	Iteration 14Q: 3 clusters Score -530143.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -530226.000000 Penalty: 4217.635254
	Iteration 15Q: 3 clusters Score -530226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -530292.750000 Penalty: 4217.635254
	Iteration 16Q: 3 clusters Score -530292.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -530352.000000 Penalty: 4217.635254
	Iteration 17Q: 3 clusters Score -530352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -530414.312500 Penalty: 4217.635254
	Iteration 18Q: 3 clusters Score -530414.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -530468.875000 Penalty: 4217.635254
	Iteration 19Q: 3 clusters Score -530468.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -530520.125000 Penalty: 4217.635254
	Iteration 20F: 3 clusters Score -530520.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -530562.125000 Penalty: 4217.635254
	Iteration 21Q: 3 clusters Score -530562.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -530597.812500 Penalty: 4217.635254
	Iteration 22Q: 3 clusters Score -530597.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -530637.375000 Penalty: 4217.635254
	Iteration 23Q: 3 clusters Score -530637.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -530675.062500 Penalty: 4217.635254
	Iteration 24Q: 3 clusters Score -530675.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -530701.875000 Penalty: 4217.635254
	Iteration 25Q: 3 clusters Score -530701.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -530722.312500 Penalty: 4217.635254
	Iteration 26Q: 3 clusters Score -530722.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -530742.062500 Penalty: 4217.635254
	Iteration 27Q: 3 clusters Score -530742.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -530764.750000 Penalty: 4217.635254
	Iteration 28Q: 3 clusters Score -530764.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -530787.937500 Penalty: 4217.635254
	Iteration 29Q: 3 clusters Score -530787.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -530813.687500 Penalty: 4217.635254
	Iteration 30Q: 3 clusters Score -530813.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -530836.125000 Penalty: 4217.635254
	Iteration 31Q: 3 clusters Score -530836.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -530857.937500 Penalty: 4217.635254
	Iteration 32Q: 3 clusters Score -530857.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -530869.000000 Penalty: 4217.635254
	Iteration 33Q: 3 clusters Score -530869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -530874.250000 Penalty: 4217.635254
	Iteration 34Q: 3 clusters Score -530874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -530881.187500 Penalty: 4217.635254
	Iteration 35Q: 3 clusters Score -530881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -530888.875000 Penalty: 4217.635254
	Iteration 36Q: 3 clusters Score -530888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -530892.812500 Penalty: 4217.635254
	Iteration 37Q: 3 clusters Score -530892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -530895.250000 Penalty: 4217.635254
	Iteration 38Q: 3 clusters Score -530895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -530899.937500 Penalty: 4217.635254
	Iteration 39Q: 3 clusters Score -530899.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -530904.500000 Penalty: 4217.635254
	Iteration 40F: 3 clusters Score -530904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -530910.937500 Penalty: 4217.635254
	Iteration 41Q: 3 clusters Score -530910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -530916.875000 Penalty: 4217.635254
	Iteration 42Q: 3 clusters Score -530916.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -530922.687500 Penalty: 4217.635254
	Iteration 43Q: 3 clusters Score -530922.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -530926.250000 Penalty: 4217.635254
	Iteration 44Q: 3 clusters Score -530926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -530932.375000 Penalty: 4217.635254
	Iteration 45Q: 3 clusters Score -530932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -530936.812500 Penalty: 4217.635254
	Iteration 46Q: 3 clusters Score -530936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -530940.812500 Penalty: 4217.635254
	Iteration 47Q: 3 clusters Score -530940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -530941.437500 Penalty: 4217.635254
	Iteration 48Q: 3 clusters Score -530941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -530942.500000 Penalty: 4217.635254
	Iteration 49Q: 3 clusters Score -530942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -530942.562500 Penalty: 4217.635254
	Iteration 50Q: 3 clusters Score -530942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -530943.625000 Penalty: 4217.635254
	Iteration 51Q: 3 clusters Score -530943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -530943.562500 Penalty: 4217.635254
	Iteration 52Q: 3 clusters Score -530943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -530943.562500 Penalty: 4217.635254
	Iteration 53F: 3 clusters Score -530943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -107671.242188 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -107671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105771.929688 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -105771.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106469.289062 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -106469.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -106843.468750 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -106843.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107202.500000 Penalty: 3534.140381
	Iteration 3F: 3 clusters Score -107202.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107546.109375 Penalty: 3534.140381
	Iteration 4F: 3 clusters Score -107546.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107818.421875 Penalty: 3534.140381
	Iteration 5F: 3 clusters Score -107818.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108063.625000 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -108063.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108282.906250 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -108282.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108414.109375 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -108414.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -108536.851562 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -108536.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108649.421875 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -108649.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -108750.734375 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -108750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -108782.710938 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -108782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108793.351562 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -108793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108796.015625 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -108796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108797.992188 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -108798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108797.992188 Penalty: 3534.140381
	Iteration 16F: 3 clusters Score -108798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 515 members 
Entering Unmasked Estep 
Score: -110911600.000000 Penalty: 144037.250000
Splitting cluster 5 changes total score from -110911904.000000 to -110911600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -399682.562500 Penalty: 2057.295898
	Iteration 0F: 2 clusters Score -399682.6 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 2016 members 
Entering Unmasked Estep 
Score: -395773.562500 Penalty: 4114.591797
	Iteration 0F: 3 clusters Score -395773.6 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -396826.593750 Penalty: 4114.591797
	Iteration 1F: 3 clusters Score -396826.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -397189.250000 Penalty: 4114.591797
	Iteration 2F: 3 clusters Score -397189.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -397514.250000 Penalty: 4114.591797
	Iteration 3F: 3 clusters Score -397514.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -397801.625000 Penalty: 4114.591797
	Iteration 4F: 3 clusters Score -397801.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -398027.500000 Penalty: 4114.591797
	Iteration 5F: 3 clusters Score -398027.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -398154.937500 Penalty: 4114.591797
	Iteration 6Q: 3 clusters Score -398154.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -398239.062500 Penalty: 4114.591797
	Iteration 7Q: 3 clusters Score -398239.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -398292.125000 Penalty: 4114.591797
	Iteration 8Q: 3 clusters Score -398292.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -398328.093750 Penalty: 4114.591797
	Iteration 9Q: 3 clusters Score -398328.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -398360.968750 Penalty: 4114.591797
	Iteration 10Q: 3 clusters Score -398361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -398382.718750 Penalty: 4114.591797
	Iteration 11Q: 3 clusters Score -398382.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -398406.000000 Penalty: 4114.591797
	Iteration 12Q: 3 clusters Score -398406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -398423.312500 Penalty: 4114.591797
	Iteration 13Q: 3 clusters Score -398423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -398432.531250 Penalty: 4114.591797
	Iteration 14Q: 3 clusters Score -398432.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -398439.843750 Penalty: 4114.591797
	Iteration 15Q: 3 clusters Score -398439.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -398445.875000 Penalty: 4114.591797
	Iteration 16Q: 3 clusters Score -398445.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -398451.937500 Penalty: 4114.591797
	Iteration 17Q: 3 clusters Score -398451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -398458.125000 Penalty: 4114.591797
	Iteration 18Q: 3 clusters Score -398458.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -398463.875000 Penalty: 4114.591797
	Iteration 19Q: 3 clusters Score -398463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -398466.593750 Penalty: 4114.591797
	Iteration 20F: 3 clusters Score -398466.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -398468.156250 Penalty: 4114.591797
	Iteration 21Q: 3 clusters Score -398468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -398469.750000 Penalty: 4114.591797
	Iteration 22Q: 3 clusters Score -398469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -398470.562500 Penalty: 4114.591797
	Iteration 23Q: 3 clusters Score -398470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -398470.593750 Penalty: 4114.591797
	Iteration 24Q: 3 clusters Score -398470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -398471.531250 Penalty: 4114.591797
	Iteration 25Q: 3 clusters Score -398471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -398471.312500 Penalty: 4114.591797
	Iteration 26Q: 3 clusters Score -398471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -398471.500000 Penalty: 4114.591797
	Iteration 27Q: 3 clusters Score -398471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -398472.250000 Penalty: 4114.591797
	Iteration 28Q: 3 clusters Score -398472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -398472.250000 Penalty: 4114.591797
	Iteration 29F: 3 clusters Score -398472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Entering Unmasked Estep 
Score: -1267626.875000 Penalty: 2315.591064
	Iteration 0F: 2 clusters Score -1267627 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 5809 members 
Entering Unmasked Estep 
Score: -1259143.375000 Penalty: 4631.182129
	Iteration 0F: 3 clusters Score -1259143 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1261714.125000 Penalty: 4631.182129
	Iteration 1F: 3 clusters Score -1261714 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1262160.750000 Penalty: 4631.182129
	Iteration 2F: 3 clusters Score -1262161 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1262556.000000 Penalty: 4631.182129
	Iteration 3F: 3 clusters Score -1262556 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1262918.125000 Penalty: 4631.182129
	Iteration 4F: 3 clusters Score -1262918 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1263302.625000 Penalty: 4631.182129
	Iteration 5F: 3 clusters Score -1263303 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1263743.375000 Penalty: 4631.182129
	Iteration 6F: 3 clusters Score -1263743 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1264188.000000 Penalty: 4631.182129
	Iteration 7F: 3 clusters Score -1264188 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1264595.250000 Penalty: 4631.182129
	Iteration 8Q: 3 clusters Score -1264595 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1264946.500000 Penalty: 4631.182129
	Iteration 9Q: 3 clusters Score -1264946 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1265239.125000 Penalty: 4631.182129
	Iteration 10Q: 3 clusters Score -1265239 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1265458.625000 Penalty: 4631.182129
	Iteration 11Q: 3 clusters Score -1265459 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1265596.750000 Penalty: 4631.182129
	Iteration 12Q: 3 clusters Score -1265597 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1265720.375000 Penalty: 4631.182129
	Iteration 13Q: 3 clusters Score -1265720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1265805.375000 Penalty: 4631.182129
	Iteration 14Q: 3 clusters Score -1265805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1265878.250000 Penalty: 4631.182129
	Iteration 15Q: 3 clusters Score -1265878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1265906.750000 Penalty: 4631.182129
	Iteration 16Q: 3 clusters Score -1265907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1265925.125000 Penalty: 4631.182129
	Iteration 17Q: 3 clusters Score -1265925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1265935.125000 Penalty: 4631.182129
	Iteration 18Q: 3 clusters Score -1265935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1265948.125000 Penalty: 4631.182129
	Iteration 19Q: 3 clusters Score -1265948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1265957.500000 Penalty: 4631.182129
	Iteration 20F: 3 clusters Score -1265958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1265963.875000 Penalty: 4631.182129
	Iteration 21Q: 3 clusters Score -1265964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1265972.000000 Penalty: 4631.182129
	Iteration 22Q: 3 clusters Score -1265972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1265978.125000 Penalty: 4631.182129
	Iteration 23Q: 3 clusters Score -1265978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1265979.375000 Penalty: 4631.182129
	Iteration 24Q: 3 clusters Score -1265979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1265983.125000 Penalty: 4631.182129
	Iteration 25Q: 3 clusters Score -1265983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1265985.625000 Penalty: 4631.182129
	Iteration 26Q: 3 clusters Score -1265986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1265987.625000 Penalty: 4631.182129
	Iteration 27Q: 3 clusters Score -1265988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1265988.375000 Penalty: 4631.182129
	Iteration 28Q: 3 clusters Score -1265988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1265988.500000 Penalty: 4631.182129
	Iteration 29Q: 3 clusters Score -1265988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1265988.500000 Penalty: 4631.182129
	Iteration 30F: 3 clusters Score -1265988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -519649.375000 Penalty: 2126.340088
	Iteration 0F: 2 clusters Score -519649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -514980.000000 Penalty: 4252.680176
	Iteration 0F: 3 clusters Score -514980 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -516208.906250 Penalty: 4252.680176
	Iteration 1F: 3 clusters Score -516208.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -516520.531250 Penalty: 4252.680176
	Iteration 2F: 3 clusters Score -516520.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -516775.718750 Penalty: 4252.680176
	Iteration 3F: 3 clusters Score -516775.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -517050.687500 Penalty: 4252.680176
	Iteration 4F: 3 clusters Score -517050.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -517393.843750 Penalty: 4252.680176
	Iteration 5F: 3 clusters Score -517393.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -517798.031250 Penalty: 4252.680176
	Iteration 6F: 3 clusters Score -517798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -518087.531250 Penalty: 4252.680176
	Iteration 7F: 3 clusters Score -518087.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -518331.031250 Penalty: 4252.680176
	Iteration 8Q: 3 clusters Score -518331 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -518554.375000 Penalty: 4252.680176
	Iteration 9Q: 3 clusters Score -518554.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -518740.062500 Penalty: 4252.680176
	Iteration 10Q: 3 clusters Score -518740.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -518881.093750 Penalty: 4252.680176
	Iteration 11Q: 3 clusters Score -518881.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -519025.437500 Penalty: 4252.680176
	Iteration 12Q: 3 clusters Score -519025.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -519179.031250 Penalty: 4252.680176
	Iteration 13Q: 3 clusters Score -519179 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -519322.625000 Penalty: 4252.680176
	Iteration 14Q: 3 clusters Score -519322.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -519429.812500 Penalty: 4252.680176
	Iteration 15Q: 3 clusters Score -519429.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -519559.687500 Penalty: 4252.680176
	Iteration 16Q: 3 clusters Score -519559.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -519642.937500 Penalty: 4252.680176
	Iteration 17Q: 3 clusters Score -519642.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -519694.468750 Penalty: 4252.680176
	Iteration 18Q: 3 clusters Score -519694.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -519719.343750 Penalty: 4252.680176
	Iteration 19Q: 3 clusters Score -519719.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -519729.968750 Penalty: 4252.680176
	Iteration 20F: 3 clusters Score -519730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -519735.687500 Penalty: 4252.680176
	Iteration 21Q: 3 clusters Score -519735.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -519739.656250 Penalty: 4252.680176
	Iteration 22Q: 3 clusters Score -519739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -519742.500000 Penalty: 4252.680176
	Iteration 23Q: 3 clusters Score -519742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -519745.937500 Penalty: 4252.680176
	Iteration 24Q: 3 clusters Score -519745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -519746.968750 Penalty: 4252.680176
	Iteration 25Q: 3 clusters Score -519747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -519748.500000 Penalty: 4252.680176
	Iteration 26Q: 3 clusters Score -519748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -519747.875000 Penalty: 4252.680176
	Iteration 27Q: 3 clusters Score -519747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -519748.781250 Penalty: 4252.680176
	Iteration 28Q: 3 clusters Score -519748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -519748.781250 Penalty: 4252.680176
	Iteration 29F: 3 clusters Score -519748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 3282 members 
Entering Unmasked Estep 
Score: -110910800.000000 Penalty: 144037.250000
Splitting cluster 8 changes total score from -110911904.000000 to -110910800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -269260.843750 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -269260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -266325.968750 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -266326 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -266865.843750 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -266865.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -267043.375000 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -267043.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -267154.375000 Penalty: 3877.342285
	Iteration 3F: 3 clusters Score -267154.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267210.968750 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -267211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -267251.937500 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -267251.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267291.312500 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -267291.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267316.000000 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -267316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -267327.843750 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -267327.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267338.218750 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -267338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -267349.031250 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -267349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -267357.812500 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -267357.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -267371.718750 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -267371.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -267384.468750 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -267384.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267398.187500 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -267398.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267416.625000 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -267416.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -267433.250000 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -267433.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267449.875000 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -267449.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -267463.531250 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -267463.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267478.906250 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -267478.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -267493.500000 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -267493.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -267503.312500 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -267503.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -267510.812500 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -267510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -267517.656250 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -267517.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -267522.156250 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -267522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -267525.843750 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -267525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -267530.281250 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -267530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -267531.187500 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -267531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -267531.718750 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -267531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -267534.062500 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -267534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -267537.375000 Penalty: 3877.342285
	Iteration 30Q: 3 clusters Score -267537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -267539.406250 Penalty: 3877.342285
	Iteration 31Q: 3 clusters Score -267539.4 nChanged 7
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: -267542.781250 Penalty: 3877.342285
	Iteration 32Q: 3 clusters Score -267542.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -267548.593750 Penalty: 3877.342285
	Iteration 33Q: 3 clusters Score -267548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -267552.468750 Penalty: 3877.342285
	Iteration 34Q: 3 clusters Score -267552.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -267560.031250 Penalty: 3877.342285
	Iteration 35Q: 3 clusters Score -267560 nChanged 16
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: -267570.250000 Penalty: 3877.342285
	Iteration 36Q: 3 clusters Score -267570.2 nChanged 18
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: -267581.812500 Penalty: 3877.342285
	Iteration 37Q: 3 clusters Score -267581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -267593.593750 Penalty: 3877.342285
	Iteration 38Q: 3 clusters Score -267593.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -267602.906250 Penalty: 3877.342285
	Iteration 39Q: 3 clusters Score -267602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267610.656250 Penalty: 3877.342285
	Iteration 40F: 3 clusters Score -267610.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -267620.156250 Penalty: 3877.342285
	Iteration 41Q: 3 clusters Score -267620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -267624.906250 Penalty: 3877.342285
	Iteration 42Q: 3 clusters Score -267624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -267627.437500 Penalty: 3877.342285
	Iteration 43Q: 3 clusters Score -267627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -267627.843750 Penalty: 3877.342285
	Iteration 44Q: 3 clusters Score -267627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -267628.968750 Penalty: 3877.342285
	Iteration 45Q: 3 clusters Score -267629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267629.312500 Penalty: 3877.342285
	Iteration 46Q: 3 clusters Score -267629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267629.312500 Penalty: 3877.342285
	Iteration 47F: 3 clusters Score -267629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Entering Unmasked Estep 
Score: -3943717.000000 Penalty: 2599.468750
	Iteration 0F: 2 clusters Score -3943717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3919382.250000 Penalty: 5198.937500
	Iteration 0F: 3 clusters Score -3919382 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3928202.000000 Penalty: 5198.937500
	Iteration 1F: 3 clusters Score -3928202 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3928910.750000 Penalty: 5198.937500
	Iteration 2Q: 3 clusters Score -3928911 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3929784.000000 Penalty: 5198.937500
	Iteration 3F: 3 clusters Score -3929784 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3930822.500000 Penalty: 5198.937500
	Iteration 4F: 3 clusters Score -3930822 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3932127.500000 Penalty: 5198.937500
	Iteration 5F: 3 clusters Score -3932128 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3933666.000000 Penalty: 5198.937500
	Iteration 6F: 3 clusters Score -3933666 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3935387.500000 Penalty: 5198.937500
	Iteration 7F: 3 clusters Score -3935388 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3936992.000000 Penalty: 5198.937500
	Iteration 8F: 3 clusters Score -3936992 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3938322.000000 Penalty: 5198.937500
	Iteration 9F: 3 clusters Score -3938322 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3939256.000000 Penalty: 5198.937500
	Iteration 10Q: 3 clusters Score -3939256 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3939846.750000 Penalty: 5198.937500
	Iteration 11Q: 3 clusters Score -3939847 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3940292.750000 Penalty: 5198.937500
	Iteration 12Q: 3 clusters Score -3940293 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3940615.250000 Penalty: 5198.937500
	Iteration 13Q: 3 clusters Score -3940615 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3940826.000000 Penalty: 5198.937500
	Iteration 14Q: 3 clusters Score -3940826 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3941017.000000 Penalty: 5198.937500
	Iteration 15Q: 3 clusters Score -3941017 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3941153.750000 Penalty: 5198.937500
	Iteration 16Q: 3 clusters Score -3941154 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3941250.500000 Penalty: 5198.937500
	Iteration 17Q: 3 clusters Score -3941250 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3941328.000000 Penalty: 5198.937500
	Iteration 18Q: 3 clusters Score -3941328 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3941429.500000 Penalty: 5198.937500
	Iteration 19Q: 3 clusters Score -3941430 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3941529.000000 Penalty: 5198.937500
	Iteration 20F: 3 clusters Score -3941529 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3941618.250000 Penalty: 5198.937500
	Iteration 21Q: 3 clusters Score -3941618 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3941727.500000 Penalty: 5198.937500
	Iteration 22Q: 3 clusters Score -3941728 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3941825.750000 Penalty: 5198.937500
	Iteration 23Q: 3 clusters Score -3941826 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3941929.000000 Penalty: 5198.937500
	Iteration 24Q: 3 clusters Score -3941929 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3942027.000000 Penalty: 5198.937500
	Iteration 25Q: 3 clusters Score -3942027 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3942143.500000 Penalty: 5198.937500
	Iteration 26Q: 3 clusters Score -3942144 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3942268.250000 Penalty: 5198.937500
	Iteration 27Q: 3 clusters Score -3942268 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3942350.250000 Penalty: 5198.937500
	Iteration 28Q: 3 clusters Score -3942350 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3942414.250000 Penalty: 5198.937500
	Iteration 29Q: 3 clusters Score -3942414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3942451.750000 Penalty: 5198.937500
	Iteration 30Q: 3 clusters Score -3942452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3942484.750000 Penalty: 5198.937500
	Iteration 31Q: 3 clusters Score -3942485 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3942501.000000 Penalty: 5198.937500
	Iteration 32Q: 3 clusters Score -3942501 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3942527.750000 Penalty: 5198.937500
	Iteration 33Q: 3 clusters Score -3942528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3942550.000000 Penalty: 5198.937500
	Iteration 34Q: 3 clusters Score -3942550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3942568.500000 Penalty: 5198.937500
	Iteration 35Q: 3 clusters Score -3942568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3942581.000000 Penalty: 5198.937500
	Iteration 36Q: 3 clusters Score -3942581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3942585.750000 Penalty: 5198.937500
	Iteration 37Q: 3 clusters Score -3942586 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3942602.250000 Penalty: 5198.937500
	Iteration 38Q: 3 clusters Score -3942602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3942626.500000 Penalty: 5198.937500
	Iteration 39Q: 3 clusters Score -3942626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3942641.750000 Penalty: 5198.937500
	Iteration 40F: 3 clusters Score -3942642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3942675.500000 Penalty: 5198.937500
	Iteration 41Q: 3 clusters Score -3942676 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3942704.000000 Penalty: 5198.937500
	Iteration 42Q: 3 clusters Score -3942704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3942718.500000 Penalty: 5198.937500
	Iteration 43Q: 3 clusters Score -3942718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3942742.000000 Penalty: 5198.937500
	Iteration 44Q: 3 clusters Score -3942742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3942744.250000 Penalty: 5198.937500
	Iteration 45Q: 3 clusters Score -3942744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3942748.250000 Penalty: 5198.937500
	Iteration 46Q: 3 clusters Score -3942748 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3942770.750000 Penalty: 5198.937500
	Iteration 47Q: 3 clusters Score -3942771 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3942789.750000 Penalty: 5198.937500
	Iteration 48Q: 3 clusters Score -3942790 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3942818.500000 Penalty: 5198.937500
	Iteration 49Q: 3 clusters Score -3942818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3942827.000000 Penalty: 5198.937500
	Iteration 50Q: 3 clusters Score -3942827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3942849.500000 Penalty: 5198.937500
	Iteration 51Q: 3 clusters Score -3942850 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3942867.250000 Penalty: 5198.937500
	Iteration 52Q: 3 clusters Score -3942867 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3942874.750000 Penalty: 5198.937500
	Iteration 53Q: 3 clusters Score -3942875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3942919.750000 Penalty: 5198.937500
	Iteration 54Q: 3 clusters Score -3942920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3942921.750000 Penalty: 5198.937500
	Iteration 55Q: 3 clusters Score -3942922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3942949.500000 Penalty: 5198.937500
	Iteration 56Q: 3 clusters Score -3942950 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3942959.250000 Penalty: 5198.937500
	Iteration 57Q: 3 clusters Score -3942959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3942972.000000 Penalty: 5198.937500
	Iteration 58Q: 3 clusters Score -3942972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3942987.500000 Penalty: 5198.937500
	Iteration 59Q: 3 clusters Score -3942988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3942996.750000 Penalty: 5198.937500
	Iteration 60F: 3 clusters Score -3942997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3943006.000000 Penalty: 5198.937500
	Iteration 61Q: 3 clusters Score -3943006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3943020.750000 Penalty: 5198.937500
	Iteration 62Q: 3 clusters Score -3943021 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3943030.250000 Penalty: 5198.937500
	Iteration 63Q: 3 clusters Score -3943030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3943060.500000 Penalty: 5198.937500
	Iteration 64Q: 3 clusters Score -3943060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3943073.000000 Penalty: 5198.937500
	Iteration 65Q: 3 clusters Score -3943073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3943082.250000 Penalty: 5198.937500
	Iteration 66Q: 3 clusters Score -3943082 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3943099.500000 Penalty: 5198.937500
	Iteration 67Q: 3 clusters Score -3943100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3943106.750000 Penalty: 5198.937500
	Iteration 68Q: 3 clusters Score -3943107 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3943122.000000 Penalty: 5198.937500
	Iteration 69Q: 3 clusters Score -3943122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3943135.750000 Penalty: 5198.937500
	Iteration 70Q: 3 clusters Score -3943136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3943160.000000 Penalty: 5198.937500
	Iteration 71Q: 3 clusters Score -3943160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3943161.000000 Penalty: 5198.937500
	Iteration 72Q: 3 clusters Score -3943161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3943179.250000 Penalty: 5198.937500
	Iteration 73Q: 3 clusters Score -3943179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3943168.000000 Penalty: 5198.937500
	Iteration 74Q: 3 clusters Score -3943168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3943167.500000 Penalty: 5198.937500
	Iteration 75Q: 3 clusters Score -3943168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3943173.250000 Penalty: 5198.937500
	Iteration 76Q: 3 clusters Score -3943173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3943173.000000 Penalty: 5198.937500
	Iteration 77Q: 3 clusters Score -3943173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3943180.750000 Penalty: 5198.937500
	Iteration 78Q: 3 clusters Score -3943181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3943176.500000 Penalty: 5198.937500
	Iteration 79Q: 3 clusters Score -3943176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3943189.500000 Penalty: 5198.937500
	Iteration 80F: 3 clusters Score -3943190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3943191.750000 Penalty: 5198.937500
	Iteration 81Q: 3 clusters Score -3943192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3943185.000000 Penalty: 5198.937500
	Iteration 82Q: 3 clusters Score -3943185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3943189.500000 Penalty: 5198.937500
	Iteration 83Q: 3 clusters Score -3943190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3943185.250000 Penalty: 5198.937500
	Iteration 84Q: 3 clusters Score -3943185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3943178.500000 Penalty: 5198.937500
	Iteration 85Q: 3 clusters Score -3943178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3943182.750000 Penalty: 5198.937500
	Iteration 86Q: 3 clusters Score -3943183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3943189.000000 Penalty: 5198.937500
	Iteration 87Q: 3 clusters Score -3943189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3943193.250000 Penalty: 5198.937500
	Iteration 88Q: 3 clusters Score -3943193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3943193.750000 Penalty: 5198.937500
	Iteration 89Q: 3 clusters Score -3943194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3943193.500000 Penalty: 5198.937500
	Iteration 90Q: 3 clusters Score -3943194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3943188.250000 Penalty: 5198.937500
	Iteration 91Q: 3 clusters Score -3943188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3943191.250000 Penalty: 5198.937500
	Iteration 92Q: 3 clusters Score -3943191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3943189.500000 Penalty: 5198.937500
	Iteration 93Q: 3 clusters Score -3943190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3943190.250000 Penalty: 5198.937500
	Iteration 94Q: 3 clusters Score -3943190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3943187.000000 Penalty: 5198.937500
	Iteration 95Q: 3 clusters Score -3943187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3943189.250000 Penalty: 5198.937500
	Iteration 96Q: 3 clusters Score -3943189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3943184.250000 Penalty: 5198.937500
	Iteration 97Q: 3 clusters Score -3943184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3943182.250000 Penalty: 5198.937500
	Iteration 98Q: 3 clusters Score -3943182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3943183.000000 Penalty: 5198.937500
	Iteration 99Q: 3 clusters Score -3943183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3943185.750000 Penalty: 5198.937500
	Iteration 100F: 3 clusters Score -3943186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3943190.000000 Penalty: 5198.937500
	Iteration 101Q: 3 clusters Score -3943190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3943191.750000 Penalty: 5198.937500
	Iteration 102Q: 3 clusters Score -3943192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3943196.500000 Penalty: 5198.937500
	Iteration 103Q: 3 clusters Score -3943196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3943195.000000 Penalty: 5198.937500
	Iteration 104Q: 3 clusters Score -3943195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3943194.750000 Penalty: 5198.937500
	Iteration 105Q: 3 clusters Score -3943195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3943192.500000 Penalty: 5198.937500
	Iteration 106Q: 3 clusters Score -3943192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3943194.250000 Penalty: 5198.937500
	Iteration 107Q: 3 clusters Score -3943194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3943188.000000 Penalty: 5198.937500
	Iteration 108Q: 3 clusters Score -3943188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3943189.500000 Penalty: 5198.937500
	Iteration 109Q: 3 clusters Score -3943190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3943192.000000 Penalty: 5198.937500
	Iteration 110Q: 3 clusters Score -3943192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3943194.250000 Penalty: 5198.937500
	Iteration 111Q: 3 clusters Score -3943194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3943194.250000 Penalty: 5198.937500
	Iteration 112F: 3 clusters Score -3943194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Entering Unmasked Estep 
Score: -5679629.500000 Penalty: 2682.952637
	Iteration 0F: 2 clusters Score -5679630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5645960.500000 Penalty: 5365.905273
	Iteration 0F: 3 clusters Score -5645960 nChanged 22955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5658691.500000 Penalty: 5365.905273
	Iteration 1F: 3 clusters Score -5658692 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5659304.000000 Penalty: 5365.905273
	Iteration 2Q: 3 clusters Score -5659304 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5660109.000000 Penalty: 5365.905273
	Iteration 3Q: 3 clusters Score -5660109 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -5661209.500000 Penalty: 5365.905273
	Iteration 4Q: 3 clusters Score -5661210 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -5663161.000000 Penalty: 5365.905273
	Iteration 5F: 3 clusters Score -5663161 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -5666246.000000 Penalty: 5365.905273
	Iteration 6F: 3 clusters Score -5666246 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5669904.000000 Penalty: 5365.905273
	Iteration 7F: 3 clusters Score -5669904 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5673042.000000 Penalty: 5365.905273
	Iteration 8F: 3 clusters Score -5673042 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5675029.000000 Penalty: 5365.905273
	Iteration 9Q: 3 clusters Score -5675029 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5676179.000000 Penalty: 5365.905273
	Iteration 10Q: 3 clusters Score -5676179 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -5676825.500000 Penalty: 5365.905273
	Iteration 11Q: 3 clusters Score -5676826 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -5677266.500000 Penalty: 5365.905273
	Iteration 12Q: 3 clusters Score -5677266 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -5677525.000000 Penalty: 5365.905273
	Iteration 13Q: 3 clusters Score -5677525 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -5677663.500000 Penalty: 5365.905273
	Iteration 14Q: 3 clusters Score -5677664 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -5677750.000000 Penalty: 5365.905273
	Iteration 15Q: 3 clusters Score -5677750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5677807.500000 Penalty: 5365.905273
	Iteration 16Q: 3 clusters Score -5677808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -5677838.500000 Penalty: 5365.905273
	Iteration 17Q: 3 clusters Score -5677838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -5677867.000000 Penalty: 5365.905273
	Iteration 18Q: 3 clusters Score -5677867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5677894.000000 Penalty: 5365.905273
	Iteration 19Q: 3 clusters Score -5677894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -5677913.000000 Penalty: 5365.905273
	Iteration 20F: 3 clusters Score -5677913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -5677929.500000 Penalty: 5365.905273
	Iteration 21Q: 3 clusters Score -5677930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5677936.000000 Penalty: 5365.905273
	Iteration 22Q: 3 clusters Score -5677936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -5677931.500000 Penalty: 5365.905273
	Iteration 23Q: 3 clusters Score -5677932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -5677946.000000 Penalty: 5365.905273
	Iteration 24Q: 3 clusters Score -5677946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5677953.500000 Penalty: 5365.905273
	Iteration 25Q: 3 clusters Score -5677954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -5677954.500000 Penalty: 5365.905273
	Iteration 26Q: 3 clusters Score -5677954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -5677963.000000 Penalty: 5365.905273
	Iteration 27Q: 3 clusters Score -5677963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -5677964.000000 Penalty: 5365.905273
	Iteration 28Q: 3 clusters Score -5677964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5677963.000000 Penalty: 5365.905273
	Iteration 29Q: 3 clusters Score -5677963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -5677966.500000 Penalty: 5365.905273
	Iteration 30Q: 3 clusters Score -5677966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -5677971.500000 Penalty: 5365.905273
	Iteration 31Q: 3 clusters Score -5677972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -5677983.500000 Penalty: 5365.905273
	Iteration 32Q: 3 clusters Score -5677984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -5677993.000000 Penalty: 5365.905273
	Iteration 33Q: 3 clusters Score -5677993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -5677989.500000 Penalty: 5365.905273
	Iteration 34Q: 3 clusters Score -5677990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -5677987.000000 Penalty: 5365.905273
	Iteration 35Q: 3 clusters Score -5677987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5677994.500000 Penalty: 5365.905273
	Iteration 36Q: 3 clusters Score -5677994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5677995.500000 Penalty: 5365.905273
	Iteration 37Q: 3 clusters Score -5677996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -5677996.500000 Penalty: 5365.905273
	Iteration 38Q: 3 clusters Score -5677996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -5677995.000000 Penalty: 5365.905273
	Iteration 39Q: 3 clusters Score -5677995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5677994.000000 Penalty: 5365.905273
	Iteration 40F: 3 clusters Score -5677994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -5677992.000000 Penalty: 5365.905273
	Iteration 41Q: 3 clusters Score -5677992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5677992.500000 Penalty: 5365.905273
	Iteration 42Q: 3 clusters Score -5677992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5677992.000000 Penalty: 5365.905273
	Iteration 43Q: 3 clusters Score -5677992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -5677995.500000 Penalty: 5365.905273
	Iteration 44Q: 3 clusters Score -5677996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -5677999.000000 Penalty: 5365.905273
	Iteration 45Q: 3 clusters Score -5677999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -5677999.000000 Penalty: 5365.905273
	Iteration 46F: 3 clusters Score -5677999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -238956.203125 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -238956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -236253.078125 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -236253.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236733.218750 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -236733.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -236858.468750 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -236858.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -236925.203125 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -236925.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -236960.890625 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -236960.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236986.031250 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -236986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -237000.062500 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -237000.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -237007.296875 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -237007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -237014.656250 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -237014.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -237021.234375 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -237021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237030.078125 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -237030.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237035.750000 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -237035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237040.687500 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -237040.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -237044.453125 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -237044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237045.796875 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -237045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -237047.031250 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -237047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237047.687500 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -237047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237047.781250 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -237047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237047.781250 Penalty: 3801.515869
	Iteration 18F: 3 clusters Score -237047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -754599.062500 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -754599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -748969.312500 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -748969.3 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -750354.187500 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -750354.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -750563.875000 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -750563.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -750707.437500 Penalty: 4376.383301
	Iteration 3Q: 3 clusters Score -750707.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -750828.000000 Penalty: 4376.383301
	Iteration 4Q: 3 clusters Score -750828 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -750922.437500 Penalty: 4376.383301
	Iteration 5Q: 3 clusters Score -750922.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -750985.937500 Penalty: 4376.383301
	Iteration 6Q: 3 clusters Score -750985.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -751042.312500 Penalty: 4376.383301
	Iteration 7Q: 3 clusters Score -751042.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -751080.250000 Penalty: 4376.383301
	Iteration 8Q: 3 clusters Score -751080.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -751123.750000 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -751123.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -751178.187500 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -751178.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -751248.000000 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -751248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -751325.875000 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -751325.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -751402.500000 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -751402.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -751471.562500 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -751471.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -751553.000000 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -751553 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -751640.187500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -751640.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -751732.750000 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -751732.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -751821.187500 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -751821.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -751927.062500 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -751927.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -752028.625000 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -752028.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -752152.875000 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -752152.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -752266.062500 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -752266.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -752372.812500 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -752372.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -752457.937500 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -752457.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -752527.812500 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -752527.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -752568.875000 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -752568.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -752603.750000 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -752603.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -752626.187500 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -752626.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -752653.687500 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -752653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -752669.875000 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -752669.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -752687.750000 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -752687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -752702.625000 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -752702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -752715.687500 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -752715.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -752733.750000 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -752733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -752739.000000 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -752739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -752741.062500 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -752741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -752742.250000 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -752742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -752743.687500 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -752743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -752743.687500 Penalty: 4376.383301
	Iteration 39F: 3 clusters Score -752743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Entering Unmasked Estep 
Score: -4956113.000000 Penalty: 2650.336670
	Iteration 0F: 2 clusters Score -4956113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -4926363.000000 Penalty: 5300.673340
	Iteration 0F: 3 clusters Score -4926363 nChanged 20268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4937415.000000 Penalty: 5300.673340
	Iteration 1F: 3 clusters Score -4937415 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4937864.500000 Penalty: 5300.673340
	Iteration 2Q: 3 clusters Score -4937864 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4938231.000000 Penalty: 5300.673340
	Iteration 3Q: 3 clusters Score -4938231 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4938599.500000 Penalty: 5300.673340
	Iteration 4Q: 3 clusters Score -4938600 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4938905.500000 Penalty: 5300.673340
	Iteration 5Q: 3 clusters Score -4938906 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4939234.000000 Penalty: 5300.673340
	Iteration 6Q: 3 clusters Score -4939234 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4939588.500000 Penalty: 5300.673340
	Iteration 7Q: 3 clusters Score -4939588 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4940080.000000 Penalty: 5300.673340
	Iteration 8Q: 3 clusters Score -4940080 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4940705.500000 Penalty: 5300.673340
	Iteration 9Q: 3 clusters Score -4940706 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4941588.500000 Penalty: 5300.673340
	Iteration 10Q: 3 clusters Score -4941588 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4942871.000000 Penalty: 5300.673340
	Iteration 11F: 3 clusters Score -4942871 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4944867.500000 Penalty: 5300.673340
	Iteration 12F: 3 clusters Score -4944868 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4947259.500000 Penalty: 5300.673340
	Iteration 13F: 3 clusters Score -4947260 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -4949500.500000 Penalty: 5300.673340
	Iteration 14F: 3 clusters Score -4949500 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -4951277.500000 Penalty: 5300.673340
	Iteration 15Q: 3 clusters Score -4951278 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4952474.000000 Penalty: 5300.673340
	Iteration 16Q: 3 clusters Score -4952474 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -4953302.500000 Penalty: 5300.673340
	Iteration 17Q: 3 clusters Score -4953302 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -4953785.000000 Penalty: 5300.673340
	Iteration 18Q: 3 clusters Score -4953785 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -4954083.000000 Penalty: 5300.673340
	Iteration 19Q: 3 clusters Score -4954083 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -4954256.000000 Penalty: 5300.673340
	Iteration 20F: 3 clusters Score -4954256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -4954395.500000 Penalty: 5300.673340
	Iteration 21Q: 3 clusters Score -4954396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -4954448.500000 Penalty: 5300.673340
	Iteration 22Q: 3 clusters Score -4954448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -4954498.000000 Penalty: 5300.673340
	Iteration 23Q: 3 clusters Score -4954498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -4954536.000000 Penalty: 5300.673340
	Iteration 24Q: 3 clusters Score -4954536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -4954567.500000 Penalty: 5300.673340
	Iteration 25Q: 3 clusters Score -4954568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -4954598.000000 Penalty: 5300.673340
	Iteration 26Q: 3 clusters Score -4954598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -4954630.000000 Penalty: 5300.673340
	Iteration 27Q: 3 clusters Score -4954630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -4954630.500000 Penalty: 5300.673340
	Iteration 28Q: 3 clusters Score -4954630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -4954638.000000 Penalty: 5300.673340
	Iteration 29Q: 3 clusters Score -4954638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -4954640.000000 Penalty: 5300.673340
	Iteration 30Q: 3 clusters Score -4954640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -4954647.500000 Penalty: 5300.673340
	Iteration 31Q: 3 clusters Score -4954648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -4954655.000000 Penalty: 5300.673340
	Iteration 32Q: 3 clusters Score -4954655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -4954670.500000 Penalty: 5300.673340
	Iteration 33Q: 3 clusters Score -4954670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -4954671.500000 Penalty: 5300.673340
	Iteration 34Q: 3 clusters Score -4954672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -4954676.500000 Penalty: 5300.673340
	Iteration 35Q: 3 clusters Score -4954676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4954681.500000 Penalty: 5300.673340
	Iteration 36Q: 3 clusters Score -4954682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -4954682.000000 Penalty: 5300.673340
	Iteration 37Q: 3 clusters Score -4954682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -4954684.500000 Penalty: 5300.673340
	Iteration 38Q: 3 clusters Score -4954684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -4954681.000000 Penalty: 5300.673340
	Iteration 39Q: 3 clusters Score -4954681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -4954679.500000 Penalty: 5300.673340
	Iteration 40F: 3 clusters Score -4954680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -4954680.500000 Penalty: 5300.673340
	Iteration 41Q: 3 clusters Score -4954680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -4954683.500000 Penalty: 5300.673340
	Iteration 42Q: 3 clusters Score -4954684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -4954686.500000 Penalty: 5300.673340
	Iteration 43Q: 3 clusters Score -4954686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -4954687.500000 Penalty: 5300.673340
	Iteration 44Q: 3 clusters Score -4954688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4954686.500000 Penalty: 5300.673340
	Iteration 45Q: 3 clusters Score -4954686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4954686.500000 Penalty: 5300.673340
	Iteration 46F: 3 clusters Score -4954686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -139398.781250 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -139398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137239.781250 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -137239.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137663.468750 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -137663.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137773.437500 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -137773.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137826.062500 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -137826.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -137861.109375 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -137861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137880.250000 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -137880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137895.406250 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -137895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137906.171875 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -137906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -137914.718750 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -137914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137922.625000 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -137922.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -137928.671875 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -137928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -137931.843750 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -137931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137934.203125 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -137934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -137942.093750 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -137942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137947.031250 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -137947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137949.203125 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -137949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137951.140625 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -137951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137951.593750 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -137951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137953.171875 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -137953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -137954.843750 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -137954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -137960.546875 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -137960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137964.250000 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -137964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137969.125000 Penalty: 3577.298096
	Iteration 22Q: 3 clusters Score -137969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137969.125000 Penalty: 3577.298096
	Iteration 23F: 3 clusters Score -137969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Entering Unmasked Estep 
Score: -2920164.000000 Penalty: 2522.092773
	Iteration 0F: 2 clusters Score -2920164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2902140.000000 Penalty: 5044.185547
	Iteration 0F: 3 clusters Score -2902140 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2908679.750000 Penalty: 5044.185547
	Iteration 1F: 3 clusters Score -2908680 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2909503.750000 Penalty: 5044.185547
	Iteration 2F: 3 clusters Score -2909504 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2910381.250000 Penalty: 5044.185547
	Iteration 3F: 3 clusters Score -2910381 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2911130.000000 Penalty: 5044.185547
	Iteration 4F: 3 clusters Score -2911130 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2911866.250000 Penalty: 5044.185547
	Iteration 5F: 3 clusters Score -2911866 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2912726.750000 Penalty: 5044.185547
	Iteration 6F: 3 clusters Score -2912727 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2913810.000000 Penalty: 5044.185547
	Iteration 7F: 3 clusters Score -2913810 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2914898.000000 Penalty: 5044.185547
	Iteration 8F: 3 clusters Score -2914898 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2915921.750000 Penalty: 5044.185547
	Iteration 9Q: 3 clusters Score -2915922 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2916745.500000 Penalty: 5044.185547
	Iteration 10Q: 3 clusters Score -2916746 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2917262.750000 Penalty: 5044.185547
	Iteration 11Q: 3 clusters Score -2917263 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2917569.500000 Penalty: 5044.185547
	Iteration 12Q: 3 clusters Score -2917570 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2917724.250000 Penalty: 5044.185547
	Iteration 13Q: 3 clusters Score -2917724 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -2917817.500000 Penalty: 5044.185547
	Iteration 14Q: 3 clusters Score -2917818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2917874.750000 Penalty: 5044.185547
	Iteration 15Q: 3 clusters Score -2917875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2917914.500000 Penalty: 5044.185547
	Iteration 16Q: 3 clusters Score -2917914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2917938.500000 Penalty: 5044.185547
	Iteration 17Q: 3 clusters Score -2917938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2917964.000000 Penalty: 5044.185547
	Iteration 18Q: 3 clusters Score -2917964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2917975.000000 Penalty: 5044.185547
	Iteration 19Q: 3 clusters Score -2917975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2917989.250000 Penalty: 5044.185547
	Iteration 20F: 3 clusters Score -2917989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2917989.250000 Penalty: 5044.185547
	Iteration 21Q: 3 clusters Score -2917989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2917993.000000 Penalty: 5044.185547
	Iteration 22Q: 3 clusters Score -2917993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2917998.000000 Penalty: 5044.185547
	Iteration 23Q: 3 clusters Score -2917998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2917996.500000 Penalty: 5044.185547
	Iteration 24Q: 3 clusters Score -2917996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2917997.500000 Penalty: 5044.185547
	Iteration 25Q: 3 clusters Score -2917998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2917998.500000 Penalty: 5044.185547
	Iteration 26Q: 3 clusters Score -2917998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -2918001.500000 Penalty: 5044.185547
	Iteration 27Q: 3 clusters Score -2918002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2918001.500000 Penalty: 5044.185547
	Iteration 28Q: 3 clusters Score -2918002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2918001.500000 Penalty: 5044.185547
	Iteration 29F: 3 clusters Score -2918002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Entering Unmasked Estep 
Score: -1143525.500000 Penalty: 2296.523926
	Iteration 0F: 2 clusters Score -1143526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1135447.500000 Penalty: 4593.047852
	Iteration 0F: 3 clusters Score -1135448 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1137822.000000 Penalty: 4593.047852
	Iteration 1F: 3 clusters Score -1137822 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1138196.625000 Penalty: 4593.047852
	Iteration 2F: 3 clusters Score -1138197 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1138503.250000 Penalty: 4593.047852
	Iteration 3F: 3 clusters Score -1138503 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1138767.000000 Penalty: 4593.047852
	Iteration 4Q: 3 clusters Score -1138767 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1138991.125000 Penalty: 4593.047852
	Iteration 5Q: 3 clusters Score -1138991 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1139229.375000 Penalty: 4593.047852
	Iteration 6Q: 3 clusters Score -1139229 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1139440.125000 Penalty: 4593.047852
	Iteration 7Q: 3 clusters Score -1139440 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1139613.875000 Penalty: 4593.047852
	Iteration 8Q: 3 clusters Score -1139614 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1139790.625000 Penalty: 4593.047852
	Iteration 9Q: 3 clusters Score -1139791 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1139962.250000 Penalty: 4593.047852
	Iteration 10Q: 3 clusters Score -1139962 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1140127.125000 Penalty: 4593.047852
	Iteration 11Q: 3 clusters Score -1140127 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1140276.375000 Penalty: 4593.047852
	Iteration 12Q: 3 clusters Score -1140276 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1140441.500000 Penalty: 4593.047852
	Iteration 13Q: 3 clusters Score -1140442 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1140597.625000 Penalty: 4593.047852
	Iteration 14Q: 3 clusters Score -1140598 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1140734.000000 Penalty: 4593.047852
	Iteration 15Q: 3 clusters Score -1140734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1140846.125000 Penalty: 4593.047852
	Iteration 16Q: 3 clusters Score -1140846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1140920.375000 Penalty: 4593.047852
	Iteration 17Q: 3 clusters Score -1140920 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1140983.500000 Penalty: 4593.047852
	Iteration 18Q: 3 clusters Score -1140984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1141034.375000 Penalty: 4593.047852
	Iteration 19Q: 3 clusters Score -1141034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1141070.125000 Penalty: 4593.047852
	Iteration 20F: 3 clusters Score -1141070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1141100.500000 Penalty: 4593.047852
	Iteration 21Q: 3 clusters Score -1141100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1141130.625000 Penalty: 4593.047852
	Iteration 22Q: 3 clusters Score -1141131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1141149.375000 Penalty: 4593.047852
	Iteration 23Q: 3 clusters Score -1141149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1141172.250000 Penalty: 4593.047852
	Iteration 24Q: 3 clusters Score -1141172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1141184.125000 Penalty: 4593.047852
	Iteration 25Q: 3 clusters Score -1141184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1141205.500000 Penalty: 4593.047852
	Iteration 26Q: 3 clusters Score -1141206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1141221.125000 Penalty: 4593.047852
	Iteration 27Q: 3 clusters Score -1141221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1141239.375000 Penalty: 4593.047852
	Iteration 28Q: 3 clusters Score -1141239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1141256.375000 Penalty: 4593.047852
	Iteration 29Q: 3 clusters Score -1141256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1141268.625000 Penalty: 4593.047852
	Iteration 30Q: 3 clusters Score -1141269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1141284.125000 Penalty: 4593.047852
	Iteration 31Q: 3 clusters Score -1141284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1141294.125000 Penalty: 4593.047852
	Iteration 32Q: 3 clusters Score -1141294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1141308.625000 Penalty: 4593.047852
	Iteration 33Q: 3 clusters Score -1141309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1141317.125000 Penalty: 4593.047852
	Iteration 34Q: 3 clusters Score -1141317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1141330.875000 Penalty: 4593.047852
	Iteration 35Q: 3 clusters Score -1141331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1141338.625000 Penalty: 4593.047852
	Iteration 36Q: 3 clusters Score -1141339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1141353.125000 Penalty: 4593.047852
	Iteration 37Q: 3 clusters Score -1141353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1141361.125000 Penalty: 4593.047852
	Iteration 38Q: 3 clusters Score -1141361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1141368.250000 Penalty: 4593.047852
	Iteration 39Q: 3 clusters Score -1141368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1141379.750000 Penalty: 4593.047852
	Iteration 40F: 3 clusters Score -1141380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1141390.250000 Penalty: 4593.047852
	Iteration 41Q: 3 clusters Score -1141390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1141401.750000 Penalty: 4593.047852
	Iteration 42Q: 3 clusters Score -1141402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1141412.250000 Penalty: 4593.047852
	Iteration 43Q: 3 clusters Score -1141412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1141423.125000 Penalty: 4593.047852
	Iteration 44Q: 3 clusters Score -1141423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1141430.375000 Penalty: 4593.047852
	Iteration 45Q: 3 clusters Score -1141430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1141439.125000 Penalty: 4593.047852
	Iteration 46Q: 3 clusters Score -1141439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1141443.500000 Penalty: 4593.047852
	Iteration 47Q: 3 clusters Score -1141444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1141445.250000 Penalty: 4593.047852
	Iteration 48Q: 3 clusters Score -1141445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1141451.625000 Penalty: 4593.047852
	Iteration 49Q: 3 clusters Score -1141452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1141454.750000 Penalty: 4593.047852
	Iteration 50Q: 3 clusters Score -1141455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1141455.625000 Penalty: 4593.047852
	Iteration 51Q: 3 clusters Score -1141456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1141462.125000 Penalty: 4593.047852
	Iteration 52Q: 3 clusters Score -1141462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1141465.750000 Penalty: 4593.047852
	Iteration 53Q: 3 clusters Score -1141466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1141469.875000 Penalty: 4593.047852
	Iteration 54Q: 3 clusters Score -1141470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1141472.250000 Penalty: 4593.047852
	Iteration 55Q: 3 clusters Score -1141472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1141477.125000 Penalty: 4593.047852
	Iteration 56Q: 3 clusters Score -1141477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1141481.500000 Penalty: 4593.047852
	Iteration 57Q: 3 clusters Score -1141482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1141485.000000 Penalty: 4593.047852
	Iteration 58Q: 3 clusters Score -1141485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1141488.000000 Penalty: 4593.047852
	Iteration 59Q: 3 clusters Score -1141488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1141488.125000 Penalty: 4593.047852
	Iteration 60F: 3 clusters Score -1141488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1141491.375000 Penalty: 4593.047852
	Iteration 61Q: 3 clusters Score -1141491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1141489.250000 Penalty: 4593.047852
	Iteration 62Q: 3 clusters Score -1141489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1141489.000000 Penalty: 4593.047852
	Iteration 63Q: 3 clusters Score -1141489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1141489.125000 Penalty: 4593.047852
	Iteration 64Q: 3 clusters Score -1141489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1141488.625000 Penalty: 4593.047852
	Iteration 65Q: 3 clusters Score -1141489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1141488.625000 Penalty: 4593.047852
	Iteration 66F: 3 clusters Score -1141489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -16508.308594 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -16508.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15451.047852 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -15451.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15474.321289 Penalty: 2610.294189
	Iteration 1Q: 3 clusters Score -15474.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15486.486328 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15486.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15498.504883 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15504.537109 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15504.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15507.449219 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -15507.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15507.449219 Penalty: 2610.294189
	Iteration 6F: 3 clusters Score -15507.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Entering Unmasked Estep 
Score: -1096842.125000 Penalty: 2280.692871
	Iteration 0F: 2 clusters Score -1096842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1089305.250000 Penalty: 4561.385742
	Iteration 0F: 3 clusters Score -1089305 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1091402.375000 Penalty: 4561.385742
	Iteration 1F: 3 clusters Score -1091402 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1091670.250000 Penalty: 4561.385742
	Iteration 2F: 3 clusters Score -1091670 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1091850.250000 Penalty: 4561.385742
	Iteration 3Q: 3 clusters Score -1091850 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1092000.125000 Penalty: 4561.385742
	Iteration 4Q: 3 clusters Score -1092000 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1092130.250000 Penalty: 4561.385742
	Iteration 5Q: 3 clusters Score -1092130 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1092254.250000 Penalty: 4561.385742
	Iteration 6Q: 3 clusters Score -1092254 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1092383.000000 Penalty: 4561.385742
	Iteration 7Q: 3 clusters Score -1092383 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1092540.000000 Penalty: 4561.385742
	Iteration 8Q: 3 clusters Score -1092540 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1092717.375000 Penalty: 4561.385742
	Iteration 9Q: 3 clusters Score -1092717 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1092927.625000 Penalty: 4561.385742
	Iteration 10Q: 3 clusters Score -1092928 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1093157.375000 Penalty: 4561.385742
	Iteration 11Q: 3 clusters Score -1093157 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1093375.375000 Penalty: 4561.385742
	Iteration 12Q: 3 clusters Score -1093375 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1093576.875000 Penalty: 4561.385742
	Iteration 13Q: 3 clusters Score -1093577 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1093743.000000 Penalty: 4561.385742
	Iteration 14Q: 3 clusters Score -1093743 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1093882.625000 Penalty: 4561.385742
	Iteration 15Q: 3 clusters Score -1093883 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1094003.375000 Penalty: 4561.385742
	Iteration 16Q: 3 clusters Score -1094003 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1094118.375000 Penalty: 4561.385742
	Iteration 17Q: 3 clusters Score -1094118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1094225.500000 Penalty: 4561.385742
	Iteration 18Q: 3 clusters Score -1094226 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1094344.750000 Penalty: 4561.385742
	Iteration 19Q: 3 clusters Score -1094345 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1094461.250000 Penalty: 4561.385742
	Iteration 20F: 3 clusters Score -1094461 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1094551.250000 Penalty: 4561.385742
	Iteration 21Q: 3 clusters Score -1094551 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1094649.625000 Penalty: 4561.385742
	Iteration 22Q: 3 clusters Score -1094650 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1094756.625000 Penalty: 4561.385742
	Iteration 23Q: 3 clusters Score -1094757 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1094881.125000 Penalty: 4561.385742
	Iteration 24Q: 3 clusters Score -1094881 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1095022.250000 Penalty: 4561.385742
	Iteration 25Q: 3 clusters Score -1095022 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1095145.375000 Penalty: 4561.385742
	Iteration 26Q: 3 clusters Score -1095145 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1095221.875000 Penalty: 4561.385742
	Iteration 27Q: 3 clusters Score -1095222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1095271.000000 Penalty: 4561.385742
	Iteration 28Q: 3 clusters Score -1095271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1095313.250000 Penalty: 4561.385742
	Iteration 29Q: 3 clusters Score -1095313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1095366.000000 Penalty: 4561.385742
	Iteration 30Q: 3 clusters Score -1095366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1095430.125000 Penalty: 4561.385742
	Iteration 31Q: 3 clusters Score -1095430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1095497.750000 Penalty: 4561.385742
	Iteration 32Q: 3 clusters Score -1095498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1095597.375000 Penalty: 4561.385742
	Iteration 33Q: 3 clusters Score -1095597 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1095722.375000 Penalty: 4561.385742
	Iteration 34Q: 3 clusters Score -1095722 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1095887.375000 Penalty: 4561.385742
	Iteration 35Q: 3 clusters Score -1095887 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1096033.250000 Penalty: 4561.385742
	Iteration 36Q: 3 clusters Score -1096033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1096137.125000 Penalty: 4561.385742
	Iteration 37Q: 3 clusters Score -1096137 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1096240.500000 Penalty: 4561.385742
	Iteration 38Q: 3 clusters Score -1096240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1096305.125000 Penalty: 4561.385742
	Iteration 39Q: 3 clusters Score -1096305 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1096353.375000 Penalty: 4561.385742
	Iteration 40F: 3 clusters Score -1096353 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1096371.000000 Penalty: 4561.385742
	Iteration 41Q: 3 clusters Score -1096371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1096382.000000 Penalty: 4561.385742
	Iteration 42Q: 3 clusters Score -1096382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1096386.500000 Penalty: 4561.385742
	Iteration 43Q: 3 clusters Score -1096386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1096392.250000 Penalty: 4561.385742
	Iteration 44Q: 3 clusters Score -1096392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1096395.500000 Penalty: 4561.385742
	Iteration 45Q: 3 clusters Score -1096396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1096394.500000 Penalty: 4561.385742
	Iteration 46Q: 3 clusters Score -1096394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1096397.250000 Penalty: 4561.385742
	Iteration 47Q: 3 clusters Score -1096397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1096399.625000 Penalty: 4561.385742
	Iteration 48Q: 3 clusters Score -1096400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1096401.375000 Penalty: 4561.385742
	Iteration 49Q: 3 clusters Score -1096401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1096399.875000 Penalty: 4561.385742
	Iteration 50Q: 3 clusters Score -1096400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1096399.500000 Penalty: 4561.385742
	Iteration 51Q: 3 clusters Score -1096400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1096400.375000 Penalty: 4561.385742
	Iteration 52Q: 3 clusters Score -1096400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1096402.625000 Penalty: 4561.385742
	Iteration 53Q: 3 clusters Score -1096403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1096402.625000 Penalty: 4561.385742
	Iteration 54F: 3 clusters Score -1096403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (102481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Entering Unmasked Estep 
Score: -11607724.000000 Penalty: 2861.283203
	Iteration 0F: 2 clusters Score -1.160772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -11539339.000000 Penalty: 5722.566406
	Iteration 0F: 3 clusters Score -1.153934e+07 nChanged 48513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -11566769.000000 Penalty: 5722.566406
	Iteration 1F: 3 clusters Score -1.156677e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -11567469.000000 Penalty: 5722.566406
	Iteration 2Q: 3 clusters Score -1.156747e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -11568344.000000 Penalty: 5722.566406
	Iteration 3Q: 3 clusters Score -1.156834e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -11569563.000000 Penalty: 5722.566406
	Iteration 4Q: 3 clusters Score -1.156956e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -11571444.000000 Penalty: 5722.566406
	Iteration 5Q: 3 clusters Score -1.157144e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -11574438.000000 Penalty: 5722.566406
	Iteration 6F: 3 clusters Score -1.157444e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -11578711.000000 Penalty: 5722.566406
	Iteration 7F: 3 clusters Score -1.157871e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -11584606.000000 Penalty: 5722.566406
	Iteration 8F: 3 clusters Score -1.158461e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -11591355.000000 Penalty: 5722.566406
	Iteration 9F: 3 clusters Score -1.159136e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -11597443.000000 Penalty: 5722.566406
	Iteration 10F: 3 clusters Score -1.159744e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -11601527.000000 Penalty: 5722.566406
	Iteration 11Q: 3 clusters Score -1.160153e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11603760.000000 Penalty: 5722.566406
	Iteration 12Q: 3 clusters Score -1.160376e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11604623.000000 Penalty: 5722.566406
	Iteration 13Q: 3 clusters Score -1.160462e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11604902.000000 Penalty: 5722.566406
	Iteration 14Q: 3 clusters Score -1.16049e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11605022.000000 Penalty: 5722.566406
	Iteration 15Q: 3 clusters Score -1.160502e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11605095.000000 Penalty: 5722.566406
	Iteration 16Q: 3 clusters Score -1.16051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11605124.000000 Penalty: 5722.566406
	Iteration 17Q: 3 clusters Score -1.160512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11605128.000000 Penalty: 5722.566406
	Iteration 18Q: 3 clusters Score -1.160513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11605150.000000 Penalty: 5722.566406
	Iteration 19Q: 3 clusters Score -1.160515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11605160.000000 Penalty: 5722.566406
	Iteration 20F: 3 clusters Score -1.160516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11605176.000000 Penalty: 5722.566406
	Iteration 21Q: 3 clusters Score -1.160518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11605190.000000 Penalty: 5722.566406
	Iteration 22Q: 3 clusters Score -1.160519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11605189.000000 Penalty: 5722.566406
	Iteration 23Q: 3 clusters Score -1.160519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11605187.000000 Penalty: 5722.566406
	Iteration 24Q: 3 clusters Score -1.160519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11605209.000000 Penalty: 5722.566406
	Iteration 25Q: 3 clusters Score -1.160521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11605217.000000 Penalty: 5722.566406
	Iteration 26Q: 3 clusters Score -1.160522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11605218.000000 Penalty: 5722.566406
	Iteration 27Q: 3 clusters Score -1.160522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11605216.000000 Penalty: 5722.566406
	Iteration 28Q: 3 clusters Score -1.160522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11605216.000000 Penalty: 5722.566406
	Iteration 29F: 3 clusters Score -1.160522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -256423.484375 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -256423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -253580.093750 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -253580.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -254064.859375 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -254064.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -254187.781250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -254187.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -254246.296875 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -254246.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -254284.312500 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -254284.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -254322.265625 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -254322.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -254351.546875 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -254351.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -254376.296875 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -254376.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -254392.375000 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -254392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254401.375000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -254401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -254408.921875 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -254408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -254414.687500 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -254414.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -254421.796875 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -254421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -254426.078125 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -254426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -254432.156250 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -254432.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -254437.812500 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -254437.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -254443.703125 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -254443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -254454.671875 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -254454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -254456.781250 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -254456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -254463.562500 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -254463.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254471.078125 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -254471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -254479.000000 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -254479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -254486.859375 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -254486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -254496.046875 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -254496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -254504.734375 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -254504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -254516.437500 Penalty: 3837.208252
	Iteration 25Q: 3 clusters Score -254516.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -254524.125000 Penalty: 3837.208252
	Iteration 26Q: 3 clusters Score -254524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -254532.468750 Penalty: 3837.208252
	Iteration 27Q: 3 clusters Score -254532.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -254539.109375 Penalty: 3837.208252
	Iteration 28Q: 3 clusters Score -254539.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -254545.640625 Penalty: 3837.208252
	Iteration 29Q: 3 clusters Score -254545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -254551.984375 Penalty: 3837.208252
	Iteration 30Q: 3 clusters Score -254552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -254563.156250 Penalty: 3837.208252
	Iteration 31Q: 3 clusters Score -254563.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -254583.171875 Penalty: 3837.208252
	Iteration 32Q: 3 clusters Score -254583.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254605.234375 Penalty: 3837.208252
	Iteration 33Q: 3 clusters Score -254605.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -254615.718750 Penalty: 3837.208252
	Iteration 34Q: 3 clusters Score -254615.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -254627.031250 Penalty: 3837.208252
	Iteration 35Q: 3 clusters Score -254627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -254637.640625 Penalty: 3837.208252
	Iteration 36Q: 3 clusters Score -254637.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -254652.484375 Penalty: 3837.208252
	Iteration 37Q: 3 clusters Score -254652.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -254672.968750 Penalty: 3837.208252
	Iteration 38Q: 3 clusters Score -254673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -254712.515625 Penalty: 3837.208252
	Iteration 39Q: 3 clusters Score -254712.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -254814.234375 Penalty: 3837.208252
	Iteration 40F: 3 clusters Score -254814.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -255101.984375 Penalty: 3837.208252
	Iteration 41Q: 3 clusters Score -255102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -255970.265625 Penalty: 3837.208252
	Iteration 42Q: 3 clusters Score -255970.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -256391.828125 Penalty: 3837.208252
	Iteration 43F: 3 clusters Score -256391.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -256677.218750 Penalty: 3837.208252
	Iteration 44F: 3 clusters Score -256677.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -256916.687500 Penalty: 3837.208252
	Iteration 45Q: 3 clusters Score -256916.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -257116.812500 Penalty: 3837.208252
	Iteration 46Q: 3 clusters Score -257116.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -257373.375000 Penalty: 3837.208252
	Iteration 47Q: 3 clusters Score -257373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -257388.718750 Penalty: 3837.208252
	Iteration 48Q: 3 clusters Score -257388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -257396.031250 Penalty: 3837.208252
	Iteration 49Q: 3 clusters Score -257396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -257396.031250 Penalty: 3837.208252
	Iteration 50F: 3 clusters Score -257396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 1753 members 
Entering Unmasked Estep 
Score: -110911568.000000 Penalty: 144037.250000
Splitting cluster 21 changes total score from -110911904.000000 to -110911568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (24646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Entering Unmasked Estep 
Score: -2834285.000000 Penalty: 2507.867676
	Iteration 0F: 2 clusters Score -2834285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2817433.000000 Penalty: 5015.735352
	Iteration 0F: 3 clusters Score -2817433 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2823197.750000 Penalty: 5015.735352
	Iteration 1F: 3 clusters Score -2823198 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2823584.750000 Penalty: 5015.735352
	Iteration 2Q: 3 clusters Score -2823585 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2823909.750000 Penalty: 5015.735352
	Iteration 3Q: 3 clusters Score -2823910 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2824238.500000 Penalty: 5015.735352
	Iteration 4Q: 3 clusters Score -2824238 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2824608.750000 Penalty: 5015.735352
	Iteration 5Q: 3 clusters Score -2824609 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2825070.250000 Penalty: 5015.735352
	Iteration 6Q: 3 clusters Score -2825070 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2825720.250000 Penalty: 5015.735352
	Iteration 7Q: 3 clusters Score -2825720 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2826546.000000 Penalty: 5015.735352
	Iteration 8F: 3 clusters Score -2826546 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2827468.750000 Penalty: 5015.735352
	Iteration 9F: 3 clusters Score -2827469 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2828385.500000 Penalty: 5015.735352
	Iteration 10F: 3 clusters Score -2828386 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2829114.250000 Penalty: 5015.735352
	Iteration 11Q: 3 clusters Score -2829114 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2829745.750000 Penalty: 5015.735352
	Iteration 12Q: 3 clusters Score -2829746 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2830269.750000 Penalty: 5015.735352
	Iteration 13Q: 3 clusters Score -2830270 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2830666.750000 Penalty: 5015.735352
	Iteration 14Q: 3 clusters Score -2830667 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2831010.000000 Penalty: 5015.735352
	Iteration 15Q: 3 clusters Score -2831010 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2831290.500000 Penalty: 5015.735352
	Iteration 16Q: 3 clusters Score -2831290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2831466.500000 Penalty: 5015.735352
	Iteration 17Q: 3 clusters Score -2831466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2831629.250000 Penalty: 5015.735352
	Iteration 18Q: 3 clusters Score -2831629 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2831762.000000 Penalty: 5015.735352
	Iteration 19Q: 3 clusters Score -2831762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2831876.250000 Penalty: 5015.735352
	Iteration 20F: 3 clusters Score -2831876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2831944.000000 Penalty: 5015.735352
	Iteration 21Q: 3 clusters Score -2831944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2832000.250000 Penalty: 5015.735352
	Iteration 22Q: 3 clusters Score -2832000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2832055.750000 Penalty: 5015.735352
	Iteration 23Q: 3 clusters Score -2832056 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2832093.500000 Penalty: 5015.735352
	Iteration 24Q: 3 clusters Score -2832094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2832127.500000 Penalty: 5015.735352
	Iteration 25Q: 3 clusters Score -2832128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2832143.500000 Penalty: 5015.735352
	Iteration 26Q: 3 clusters Score -2832144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2832158.000000 Penalty: 5015.735352
	Iteration 27Q: 3 clusters Score -2832158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2832179.750000 Penalty: 5015.735352
	Iteration 28Q: 3 clusters Score -2832180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2832188.500000 Penalty: 5015.735352
	Iteration 29Q: 3 clusters Score -2832188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2832203.750000 Penalty: 5015.735352
	Iteration 30Q: 3 clusters Score -2832204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2832220.250000 Penalty: 5015.735352
	Iteration 31Q: 3 clusters Score -2832220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2832232.000000 Penalty: 5015.735352
	Iteration 32Q: 3 clusters Score -2832232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2832251.000000 Penalty: 5015.735352
	Iteration 33Q: 3 clusters Score -2832251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2832264.000000 Penalty: 5015.735352
	Iteration 34Q: 3 clusters Score -2832264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2832279.250000 Penalty: 5015.735352
	Iteration 35Q: 3 clusters Score -2832279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2832291.250000 Penalty: 5015.735352
	Iteration 36Q: 3 clusters Score -2832291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2832300.500000 Penalty: 5015.735352
	Iteration 37Q: 3 clusters Score -2832300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2832310.750000 Penalty: 5015.735352
	Iteration 38Q: 3 clusters Score -2832311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2832312.000000 Penalty: 5015.735352
	Iteration 39Q: 3 clusters Score -2832312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2832320.000000 Penalty: 5015.735352
	Iteration 40F: 3 clusters Score -2832320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2832319.500000 Penalty: 5015.735352
	Iteration 41Q: 3 clusters Score -2832320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2832323.000000 Penalty: 5015.735352
	Iteration 42Q: 3 clusters Score -2832323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2832322.500000 Penalty: 5015.735352
	Iteration 43Q: 3 clusters Score -2832322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2832329.000000 Penalty: 5015.735352
	Iteration 44Q: 3 clusters Score -2832329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2832329.750000 Penalty: 5015.735352
	Iteration 45Q: 3 clusters Score -2832330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2832329.500000 Penalty: 5015.735352
	Iteration 46Q: 3 clusters Score -2832330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2832331.250000 Penalty: 5015.735352
	Iteration 47Q: 3 clusters Score -2832331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2832334.750000 Penalty: 5015.735352
	Iteration 48Q: 3 clusters Score -2832335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2832333.750000 Penalty: 5015.735352
	Iteration 49Q: 3 clusters Score -2832334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2832337.000000 Penalty: 5015.735352
	Iteration 50Q: 3 clusters Score -2832337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2832337.250000 Penalty: 5015.735352
	Iteration 51Q: 3 clusters Score -2832337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2832337.250000 Penalty: 5015.735352
	Iteration 52F: 3 clusters Score -2832337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Entering Unmasked Estep 
Score: -2655026.750000 Penalty: 2490.962891
	Iteration 0F: 2 clusters Score -2655027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2638932.500000 Penalty: 4981.925781
	Iteration 0F: 3 clusters Score -2638932 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2644178.000000 Penalty: 4981.925781
	Iteration 1F: 3 clusters Score -2644178 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2644591.750000 Penalty: 4981.925781
	Iteration 2F: 3 clusters Score -2644592 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2644942.750000 Penalty: 4981.925781
	Iteration 3Q: 3 clusters Score -2644943 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2645293.250000 Penalty: 4981.925781
	Iteration 4Q: 3 clusters Score -2645293 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2645700.750000 Penalty: 4981.925781
	Iteration 5Q: 3 clusters Score -2645701 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2646237.250000 Penalty: 4981.925781
	Iteration 6Q: 3 clusters Score -2646237 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2646917.500000 Penalty: 4981.925781
	Iteration 7F: 3 clusters Score -2646918 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2647880.750000 Penalty: 4981.925781
	Iteration 8F: 3 clusters Score -2647881 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2649094.500000 Penalty: 4981.925781
	Iteration 9F: 3 clusters Score -2649094 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2650399.750000 Penalty: 4981.925781
	Iteration 10F: 3 clusters Score -2650400 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2651445.000000 Penalty: 4981.925781
	Iteration 11F: 3 clusters Score -2651445 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2652054.500000 Penalty: 4981.925781
	Iteration 12Q: 3 clusters Score -2652054 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2652374.500000 Penalty: 4981.925781
	Iteration 13Q: 3 clusters Score -2652374 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2652569.250000 Penalty: 4981.925781
	Iteration 14Q: 3 clusters Score -2652569 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2652681.750000 Penalty: 4981.925781
	Iteration 15Q: 3 clusters Score -2652682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2652751.500000 Penalty: 4981.925781
	Iteration 16Q: 3 clusters Score -2652752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2652791.250000 Penalty: 4981.925781
	Iteration 17Q: 3 clusters Score -2652791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2652817.000000 Penalty: 4981.925781
	Iteration 18Q: 3 clusters Score -2652817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2652828.750000 Penalty: 4981.925781
	Iteration 19Q: 3 clusters Score -2652829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2652836.500000 Penalty: 4981.925781
	Iteration 20F: 3 clusters Score -2652836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2652844.000000 Penalty: 4981.925781
	Iteration 21Q: 3 clusters Score -2652844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2652854.500000 Penalty: 4981.925781
	Iteration 22Q: 3 clusters Score -2652854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2652862.000000 Penalty: 4981.925781
	Iteration 23Q: 3 clusters Score -2652862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2652868.750000 Penalty: 4981.925781
	Iteration 24Q: 3 clusters Score -2652869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2652879.250000 Penalty: 4981.925781
	Iteration 25Q: 3 clusters Score -2652879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2652879.500000 Penalty: 4981.925781
	Iteration 26Q: 3 clusters Score -2652880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2652884.750000 Penalty: 4981.925781
	Iteration 27Q: 3 clusters Score -2652885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2652884.750000 Penalty: 4981.925781
	Iteration 28F: 3 clusters Score -2652885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Entering Unmasked Estep 
Score: -3719956.500000 Penalty: 2601.691406
	Iteration 0F: 2 clusters Score -3719956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3695465.000000 Penalty: 5203.382812
	Iteration 0F: 3 clusters Score -3695465 nChanged 16378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3704707.500000 Penalty: 5203.382812
	Iteration 1F: 3 clusters Score -3704708 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3705536.750000 Penalty: 5203.382812
	Iteration 2F: 3 clusters Score -3705537 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3706574.750000 Penalty: 5203.382812
	Iteration 3F: 3 clusters Score -3706575 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3707880.750000 Penalty: 5203.382812
	Iteration 4F: 3 clusters Score -3707881 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3709291.250000 Penalty: 5203.382812
	Iteration 5F: 3 clusters Score -3709291 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3710703.750000 Penalty: 5203.382812
	Iteration 6F: 3 clusters Score -3710704 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3712201.250000 Penalty: 5203.382812
	Iteration 7F: 3 clusters Score -3712201 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3713565.750000 Penalty: 5203.382812
	Iteration 8F: 3 clusters Score -3713566 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3714753.250000 Penalty: 5203.382812
	Iteration 9Q: 3 clusters Score -3714753 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3715727.250000 Penalty: 5203.382812
	Iteration 10Q: 3 clusters Score -3715727 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3716381.750000 Penalty: 5203.382812
	Iteration 11Q: 3 clusters Score -3716382 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3716846.000000 Penalty: 5203.382812
	Iteration 12Q: 3 clusters Score -3716846 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3717308.500000 Penalty: 5203.382812
	Iteration 13Q: 3 clusters Score -3717308 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3717619.250000 Penalty: 5203.382812
	Iteration 14Q: 3 clusters Score -3717619 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3717817.750000 Penalty: 5203.382812
	Iteration 15Q: 3 clusters Score -3717818 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3717940.250000 Penalty: 5203.382812
	Iteration 16Q: 3 clusters Score -3717940 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3718032.750000 Penalty: 5203.382812
	Iteration 17Q: 3 clusters Score -3718033 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3718122.250000 Penalty: 5203.382812
	Iteration 18Q: 3 clusters Score -3718122 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3718199.750000 Penalty: 5203.382812
	Iteration 19Q: 3 clusters Score -3718200 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3718278.000000 Penalty: 5203.382812
	Iteration 20F: 3 clusters Score -3718278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3718359.500000 Penalty: 5203.382812
	Iteration 21Q: 3 clusters Score -3718360 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3718454.500000 Penalty: 5203.382812
	Iteration 22Q: 3 clusters Score -3718454 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3718558.500000 Penalty: 5203.382812
	Iteration 23Q: 3 clusters Score -3718558 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3718664.500000 Penalty: 5203.382812
	Iteration 24Q: 3 clusters Score -3718664 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3718785.250000 Penalty: 5203.382812
	Iteration 25Q: 3 clusters Score -3718785 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3718885.000000 Penalty: 5203.382812
	Iteration 26Q: 3 clusters Score -3718885 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3718990.750000 Penalty: 5203.382812
	Iteration 27Q: 3 clusters Score -3718991 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3719079.250000 Penalty: 5203.382812
	Iteration 28Q: 3 clusters Score -3719079 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3719183.500000 Penalty: 5203.382812
	Iteration 29Q: 3 clusters Score -3719184 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3719286.250000 Penalty: 5203.382812
	Iteration 30Q: 3 clusters Score -3719286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3719382.750000 Penalty: 5203.382812
	Iteration 31Q: 3 clusters Score -3719383 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3719473.500000 Penalty: 5203.382812
	Iteration 32Q: 3 clusters Score -3719474 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3719507.500000 Penalty: 5203.382812
	Iteration 33Q: 3 clusters Score -3719508 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3719557.750000 Penalty: 5203.382812
	Iteration 34Q: 3 clusters Score -3719558 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3719586.500000 Penalty: 5203.382812
	Iteration 35Q: 3 clusters Score -3719586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3719622.750000 Penalty: 5203.382812
	Iteration 36Q: 3 clusters Score -3719623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3719644.750000 Penalty: 5203.382812
	Iteration 37Q: 3 clusters Score -3719645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3719660.000000 Penalty: 5203.382812
	Iteration 38Q: 3 clusters Score -3719660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3719660.500000 Penalty: 5203.382812
	Iteration 39Q: 3 clusters Score -3719660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3719674.750000 Penalty: 5203.382812
	Iteration 40F: 3 clusters Score -3719675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3719682.500000 Penalty: 5203.382812
	Iteration 41Q: 3 clusters Score -3719682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3719699.000000 Penalty: 5203.382812
	Iteration 42Q: 3 clusters Score -3719699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3719722.500000 Penalty: 5203.382812
	Iteration 43Q: 3 clusters Score -3719722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3719727.500000 Penalty: 5203.382812
	Iteration 44Q: 3 clusters Score -3719728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3719724.250000 Penalty: 5203.382812
	Iteration 45Q: 3 clusters Score -3719724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3719733.250000 Penalty: 5203.382812
	Iteration 46Q: 3 clusters Score -3719733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3719732.750000 Penalty: 5203.382812
	Iteration 47Q: 3 clusters Score -3719733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3719731.750000 Penalty: 5203.382812
	Iteration 48Q: 3 clusters Score -3719732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3719734.250000 Penalty: 5203.382812
	Iteration 49Q: 3 clusters Score -3719734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3719735.500000 Penalty: 5203.382812
	Iteration 50Q: 3 clusters Score -3719736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3719735.750000 Penalty: 5203.382812
	Iteration 51Q: 3 clusters Score -3719736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3719734.250000 Penalty: 5203.382812
	Iteration 52Q: 3 clusters Score -3719734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3719729.000000 Penalty: 5203.382812
	Iteration 53Q: 3 clusters Score -3719729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3719724.500000 Penalty: 5203.382812
	Iteration 54Q: 3 clusters Score -3719724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3719731.250000 Penalty: 5203.382812
	Iteration 55Q: 3 clusters Score -3719731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3719734.750000 Penalty: 5203.382812
	Iteration 56Q: 3 clusters Score -3719735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3719725.250000 Penalty: 5203.382812
	Iteration 57Q: 3 clusters Score -3719725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3719726.750000 Penalty: 5203.382812
	Iteration 58Q: 3 clusters Score -3719727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3719726.500000 Penalty: 5203.382812
	Iteration 59Q: 3 clusters Score -3719726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3719727.000000 Penalty: 5203.382812
	Iteration 60F: 3 clusters Score -3719727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3719724.500000 Penalty: 5203.382812
	Iteration 61Q: 3 clusters Score -3719724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3719724.000000 Penalty: 5203.382812
	Iteration 62Q: 3 clusters Score -3719724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3719726.750000 Penalty: 5203.382812
	Iteration 63Q: 3 clusters Score -3719727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3719726.500000 Penalty: 5203.382812
	Iteration 64Q: 3 clusters Score -3719726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3719726.750000 Penalty: 5203.382812
	Iteration 65Q: 3 clusters Score -3719727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3719729.250000 Penalty: 5203.382812
	Iteration 66Q: 3 clusters Score -3719729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3719729.250000 Penalty: 5203.382812
	Iteration 67F: 3 clusters Score -3719729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Entering Unmasked Estep 
Score: -1597112.375000 Penalty: 2372.642090
	Iteration 0F: 2 clusters Score -1597112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1586741.875000 Penalty: 4745.284180
	Iteration 0F: 3 clusters Score -1586742 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1590096.500000 Penalty: 4745.284180
	Iteration 1F: 3 clusters Score -1590096 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1590478.500000 Penalty: 4745.284180
	Iteration 2F: 3 clusters Score -1590478 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1590822.000000 Penalty: 4745.284180
	Iteration 3F: 3 clusters Score -1590822 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1591199.750000 Penalty: 4745.284180
	Iteration 4F: 3 clusters Score -1591200 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1591620.625000 Penalty: 4745.284180
	Iteration 5F: 3 clusters Score -1591621 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1592004.250000 Penalty: 4745.284180
	Iteration 6F: 3 clusters Score -1592004 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1592369.500000 Penalty: 4745.284180
	Iteration 7Q: 3 clusters Score -1592370 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1592733.375000 Penalty: 4745.284180
	Iteration 8Q: 3 clusters Score -1592733 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1593042.000000 Penalty: 4745.284180
	Iteration 9Q: 3 clusters Score -1593042 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1593326.875000 Penalty: 4745.284180
	Iteration 10Q: 3 clusters Score -1593327 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1593584.500000 Penalty: 4745.284180
	Iteration 11Q: 3 clusters Score -1593584 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1593815.500000 Penalty: 4745.284180
	Iteration 12Q: 3 clusters Score -1593816 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1594012.750000 Penalty: 4745.284180
	Iteration 13Q: 3 clusters Score -1594013 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1594199.875000 Penalty: 4745.284180
	Iteration 14Q: 3 clusters Score -1594200 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1594377.000000 Penalty: 4745.284180
	Iteration 15Q: 3 clusters Score -1594377 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1594521.000000 Penalty: 4745.284180
	Iteration 16Q: 3 clusters Score -1594521 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1594632.375000 Penalty: 4745.284180
	Iteration 17Q: 3 clusters Score -1594632 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1594698.750000 Penalty: 4745.284180
	Iteration 18Q: 3 clusters Score -1594699 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1594768.500000 Penalty: 4745.284180
	Iteration 19Q: 3 clusters Score -1594768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1594824.375000 Penalty: 4745.284180
	Iteration 20F: 3 clusters Score -1594824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1594850.500000 Penalty: 4745.284180
	Iteration 21Q: 3 clusters Score -1594850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1594881.125000 Penalty: 4745.284180
	Iteration 22Q: 3 clusters Score -1594881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1594902.750000 Penalty: 4745.284180
	Iteration 23Q: 3 clusters Score -1594903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1594911.875000 Penalty: 4745.284180
	Iteration 24Q: 3 clusters Score -1594912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1594923.375000 Penalty: 4745.284180
	Iteration 25Q: 3 clusters Score -1594923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1594929.625000 Penalty: 4745.284180
	Iteration 26Q: 3 clusters Score -1594930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1594941.000000 Penalty: 4745.284180
	Iteration 27Q: 3 clusters Score -1594941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1594953.250000 Penalty: 4745.284180
	Iteration 28Q: 3 clusters Score -1594953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1594960.625000 Penalty: 4745.284180
	Iteration 29Q: 3 clusters Score -1594961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1594965.250000 Penalty: 4745.284180
	Iteration 30Q: 3 clusters Score -1594965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1594971.000000 Penalty: 4745.284180
	Iteration 31Q: 3 clusters Score -1594971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1594969.625000 Penalty: 4745.284180
	Iteration 32Q: 3 clusters Score -1594970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1594970.875000 Penalty: 4745.284180
	Iteration 33Q: 3 clusters Score -1594971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1594970.000000 Penalty: 4745.284180
	Iteration 34Q: 3 clusters Score -1594970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1594973.875000 Penalty: 4745.284180
	Iteration 35Q: 3 clusters Score -1594974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1594971.000000 Penalty: 4745.284180
	Iteration 36Q: 3 clusters Score -1594971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1594972.000000 Penalty: 4745.284180
	Iteration 37Q: 3 clusters Score -1594972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1594972.000000 Penalty: 4745.284180
	Iteration 38F: 3 clusters Score -1594972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -230207.203125 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -230207.2 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 1002 members 
Entering Unmasked Estep 
Score: -227533.671875 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -227533.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -228026.218750 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -228026.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -228166.765625 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -228166.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -228242.656250 Penalty: 3798.949219
	Iteration 3Q: 3 clusters Score -228242.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -228297.875000 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -228297.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228350.234375 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -228350.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228396.343750 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -228396.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -228444.984375 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -228445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -228491.281250 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -228491.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228536.343750 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -228536.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228564.703125 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -228564.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228582.875000 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -228582.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -228603.937500 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -228603.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228625.687500 Penalty: 3798.949219
	Iteration 13Q: 3 clusters Score -228625.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228651.078125 Penalty: 3798.949219
	Iteration 14Q: 3 clusters Score -228651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228675.031250 Penalty: 3798.949219
	Iteration 15Q: 3 clusters Score -228675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -228688.546875 Penalty: 3798.949219
	Iteration 16Q: 3 clusters Score -228688.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -228699.828125 Penalty: 3798.949219
	Iteration 17Q: 3 clusters Score -228699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -228709.203125 Penalty: 3798.949219
	Iteration 18Q: 3 clusters Score -228709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -228715.312500 Penalty: 3798.949219
	Iteration 19Q: 3 clusters Score -228715.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -228723.593750 Penalty: 3798.949219
	Iteration 20F: 3 clusters Score -228723.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -228730.562500 Penalty: 3798.949219
	Iteration 21Q: 3 clusters Score -228730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -228737.265625 Penalty: 3798.949219
	Iteration 22Q: 3 clusters Score -228737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -228743.156250 Penalty: 3798.949219
	Iteration 23Q: 3 clusters Score -228743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228749.343750 Penalty: 3798.949219
	Iteration 24Q: 3 clusters Score -228749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -228754.609375 Penalty: 3798.949219
	Iteration 25Q: 3 clusters Score -228754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -228764.171875 Penalty: 3798.949219
	Iteration 26Q: 3 clusters Score -228764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -228774.796875 Penalty: 3798.949219
	Iteration 27Q: 3 clusters Score -228774.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228781.453125 Penalty: 3798.949219
	Iteration 28Q: 3 clusters Score -228781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228787.796875 Penalty: 3798.949219
	Iteration 29Q: 3 clusters Score -228787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -228793.468750 Penalty: 3798.949219
	Iteration 30Q: 3 clusters Score -228793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -228796.546875 Penalty: 3798.949219
	Iteration 31Q: 3 clusters Score -228796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -228801.562500 Penalty: 3798.949219
	Iteration 32Q: 3 clusters Score -228801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -228807.640625 Penalty: 3798.949219
	Iteration 33Q: 3 clusters Score -228807.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -228814.484375 Penalty: 3798.949219
	Iteration 34Q: 3 clusters Score -228814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228821.625000 Penalty: 3798.949219
	Iteration 35Q: 3 clusters Score -228821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -228838.671875 Penalty: 3798.949219
	Iteration 36Q: 3 clusters Score -228838.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -228855.421875 Penalty: 3798.949219
	Iteration 37Q: 3 clusters Score -228855.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -228873.703125 Penalty: 3798.949219
	Iteration 38Q: 3 clusters Score -228873.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -228884.609375 Penalty: 3798.949219
	Iteration 39Q: 3 clusters Score -228884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -228899.265625 Penalty: 3798.949219
	Iteration 40F: 3 clusters Score -228899.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -228917.609375 Penalty: 3798.949219
	Iteration 41Q: 3 clusters Score -228917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -228931.250000 Penalty: 3798.949219
	Iteration 42Q: 3 clusters Score -228931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -228946.031250 Penalty: 3798.949219
	Iteration 43Q: 3 clusters Score -228946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -228956.312500 Penalty: 3798.949219
	Iteration 44Q: 3 clusters Score -228956.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -228967.000000 Penalty: 3798.949219
	Iteration 45Q: 3 clusters Score -228967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228974.484375 Penalty: 3798.949219
	Iteration 46Q: 3 clusters Score -228974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -228980.375000 Penalty: 3798.949219
	Iteration 47Q: 3 clusters Score -228980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228984.109375 Penalty: 3798.949219
	Iteration 48Q: 3 clusters Score -228984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228985.937500 Penalty: 3798.949219
	Iteration 49Q: 3 clusters Score -228985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228987.125000 Penalty: 3798.949219
	Iteration 50Q: 3 clusters Score -228987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -228988.078125 Penalty: 3798.949219
	Iteration 51Q: 3 clusters Score -228988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -228988.078125 Penalty: 3798.949219
	Iteration 52F: 3 clusters Score -228988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Entering Unmasked Estep 
Score: -1872057.500000 Penalty: 2406.682617
	Iteration 0F: 2 clusters Score -1872058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1860302.625000 Penalty: 4813.365234
	Iteration 0F: 3 clusters Score -1860303 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1864115.625000 Penalty: 4813.365234
	Iteration 1F: 3 clusters Score -1864116 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1864518.750000 Penalty: 4813.365234
	Iteration 2F: 3 clusters Score -1864519 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1864924.125000 Penalty: 4813.365234
	Iteration 3F: 3 clusters Score -1864924 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1865327.250000 Penalty: 4813.365234
	Iteration 4F: 3 clusters Score -1865327 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1865761.375000 Penalty: 4813.365234
	Iteration 5Q: 3 clusters Score -1865761 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1866233.125000 Penalty: 4813.365234
	Iteration 6F: 3 clusters Score -1866233 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1866808.875000 Penalty: 4813.365234
	Iteration 7F: 3 clusters Score -1866809 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1867496.875000 Penalty: 4813.365234
	Iteration 8F: 3 clusters Score -1867497 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1868175.500000 Penalty: 4813.365234
	Iteration 9F: 3 clusters Score -1868176 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1868736.250000 Penalty: 4813.365234
	Iteration 10Q: 3 clusters Score -1868736 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1869055.625000 Penalty: 4813.365234
	Iteration 11Q: 3 clusters Score -1869056 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1869213.625000 Penalty: 4813.365234
	Iteration 12Q: 3 clusters Score -1869214 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1869313.500000 Penalty: 4813.365234
	Iteration 13Q: 3 clusters Score -1869314 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1869396.000000 Penalty: 4813.365234
	Iteration 14Q: 3 clusters Score -1869396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1869460.875000 Penalty: 4813.365234
	Iteration 15Q: 3 clusters Score -1869461 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1869507.625000 Penalty: 4813.365234
	Iteration 16Q: 3 clusters Score -1869508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1869562.000000 Penalty: 4813.365234
	Iteration 17Q: 3 clusters Score -1869562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1869599.500000 Penalty: 4813.365234
	Iteration 18Q: 3 clusters Score -1869600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1869639.375000 Penalty: 4813.365234
	Iteration 19Q: 3 clusters Score -1869639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1869667.500000 Penalty: 4813.365234
	Iteration 20F: 3 clusters Score -1869668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1869705.500000 Penalty: 4813.365234
	Iteration 21Q: 3 clusters Score -1869706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1869738.625000 Penalty: 4813.365234
	Iteration 22Q: 3 clusters Score -1869739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1869770.000000 Penalty: 4813.365234
	Iteration 23Q: 3 clusters Score -1869770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1869803.625000 Penalty: 4813.365234
	Iteration 24Q: 3 clusters Score -1869804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1869822.500000 Penalty: 4813.365234
	Iteration 25Q: 3 clusters Score -1869822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1869837.500000 Penalty: 4813.365234
	Iteration 26Q: 3 clusters Score -1869838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1869848.125000 Penalty: 4813.365234
	Iteration 27Q: 3 clusters Score -1869848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1869858.000000 Penalty: 4813.365234
	Iteration 28Q: 3 clusters Score -1869858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1869873.625000 Penalty: 4813.365234
	Iteration 29Q: 3 clusters Score -1869874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1869885.625000 Penalty: 4813.365234
	Iteration 30Q: 3 clusters Score -1869886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1869891.125000 Penalty: 4813.365234
	Iteration 31Q: 3 clusters Score -1869891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1869899.625000 Penalty: 4813.365234
	Iteration 32Q: 3 clusters Score -1869900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1869906.375000 Penalty: 4813.365234
	Iteration 33Q: 3 clusters Score -1869906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1869911.000000 Penalty: 4813.365234
	Iteration 34Q: 3 clusters Score -1869911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1869915.625000 Penalty: 4813.365234
	Iteration 35Q: 3 clusters Score -1869916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1869918.375000 Penalty: 4813.365234
	Iteration 36Q: 3 clusters Score -1869918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1869932.125000 Penalty: 4813.365234
	Iteration 37Q: 3 clusters Score -1869932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1869937.125000 Penalty: 4813.365234
	Iteration 38Q: 3 clusters Score -1869937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1869952.500000 Penalty: 4813.365234
	Iteration 39Q: 3 clusters Score -1869952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1869962.375000 Penalty: 4813.365234
	Iteration 40F: 3 clusters Score -1869962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1869983.875000 Penalty: 4813.365234
	Iteration 41Q: 3 clusters Score -1869984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1869989.125000 Penalty: 4813.365234
	Iteration 42Q: 3 clusters Score -1869989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1869997.750000 Penalty: 4813.365234
	Iteration 43Q: 3 clusters Score -1869998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1870002.375000 Penalty: 4813.365234
	Iteration 44Q: 3 clusters Score -1870002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1870005.875000 Penalty: 4813.365234
	Iteration 45Q: 3 clusters Score -1870006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1870009.375000 Penalty: 4813.365234
	Iteration 46Q: 3 clusters Score -1870009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1870019.750000 Penalty: 4813.365234
	Iteration 47Q: 3 clusters Score -1870020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1870031.125000 Penalty: 4813.365234
	Iteration 48Q: 3 clusters Score -1870031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1870041.500000 Penalty: 4813.365234
	Iteration 49Q: 3 clusters Score -1870042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1870048.250000 Penalty: 4813.365234
	Iteration 50Q: 3 clusters Score -1870048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1870058.125000 Penalty: 4813.365234
	Iteration 51Q: 3 clusters Score -1870058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1870060.250000 Penalty: 4813.365234
	Iteration 52Q: 3 clusters Score -1870060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1870068.000000 Penalty: 4813.365234
	Iteration 53Q: 3 clusters Score -1870068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1870078.625000 Penalty: 4813.365234
	Iteration 54Q: 3 clusters Score -1870079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1870087.500000 Penalty: 4813.365234
	Iteration 55Q: 3 clusters Score -1870088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1870088.625000 Penalty: 4813.365234
	Iteration 56Q: 3 clusters Score -1870089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1870097.000000 Penalty: 4813.365234
	Iteration 57Q: 3 clusters Score -1870097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1870103.500000 Penalty: 4813.365234
	Iteration 58Q: 3 clusters Score -1870104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1870110.875000 Penalty: 4813.365234
	Iteration 59Q: 3 clusters Score -1870111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1870116.125000 Penalty: 4813.365234
	Iteration 60F: 3 clusters Score -1870116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1870121.000000 Penalty: 4813.365234
	Iteration 61Q: 3 clusters Score -1870121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1870125.875000 Penalty: 4813.365234
	Iteration 62Q: 3 clusters Score -1870126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1870126.375000 Penalty: 4813.365234
	Iteration 63Q: 3 clusters Score -1870126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1870133.375000 Penalty: 4813.365234
	Iteration 64Q: 3 clusters Score -1870133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1870134.625000 Penalty: 4813.365234
	Iteration 65Q: 3 clusters Score -1870135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1870134.375000 Penalty: 4813.365234
	Iteration 66Q: 3 clusters Score -1870134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1870136.750000 Penalty: 4813.365234
	Iteration 67Q: 3 clusters Score -1870137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1870138.375000 Penalty: 4813.365234
	Iteration 68Q: 3 clusters Score -1870138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1870139.750000 Penalty: 4813.365234
	Iteration 69Q: 3 clusters Score -1870140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1870139.750000 Penalty: 4813.365234
	Iteration 70Q: 3 clusters Score -1870140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1870137.250000 Penalty: 4813.365234
	Iteration 71Q: 3 clusters Score -1870137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1870140.000000 Penalty: 4813.365234
	Iteration 72Q: 3 clusters Score -1870140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1870142.250000 Penalty: 4813.365234
	Iteration 73Q: 3 clusters Score -1870142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1870142.000000 Penalty: 4813.365234
	Iteration 74Q: 3 clusters Score -1870142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1870143.750000 Penalty: 4813.365234
	Iteration 75Q: 3 clusters Score -1870144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1870146.750000 Penalty: 4813.365234
	Iteration 76Q: 3 clusters Score -1870147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1870147.375000 Penalty: 4813.365234
	Iteration 77Q: 3 clusters Score -1870147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1870146.125000 Penalty: 4813.365234
	Iteration 78Q: 3 clusters Score -1870146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1870147.250000 Penalty: 4813.365234
	Iteration 79Q: 3 clusters Score -1870147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1870148.500000 Penalty: 4813.365234
	Iteration 80F: 3 clusters Score -1870148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -289475.812500 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -289475.8 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 1292 members 
Entering Unmasked Estep 
Score: -286458.187500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -286458.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287005.250000 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -287005.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -287175.312500 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -287175.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -287275.625000 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -287275.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -287335.437500 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -287335.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -287368.687500 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -287368.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287395.250000 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -287395.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287415.562500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -287415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287430.218750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -287430.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287446.593750 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -287446.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -287459.312500 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -287459.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287471.750000 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -287471.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -287483.187500 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -287483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -287493.843750 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -287493.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -287501.875000 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -287501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -287506.656250 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -287506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -287511.031250 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -287511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -287517.375000 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -287517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -287520.875000 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -287520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -287525.062500 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -287525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -287526.281250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -287526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -287526.843750 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -287526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -287528.656250 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -287528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -287529.687500 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -287529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -287531.656250 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -287531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -287534.406250 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -287534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -287538.781250 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -287538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -287543.500000 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -287543.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -287550.843750 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -287550.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -287558.062500 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -287558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -287561.468750 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -287561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -287564.312500 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -287564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -287565.843750 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -287565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -287569.781250 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -287569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -287572.031250 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -287572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -287573.875000 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -287573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -287577.281250 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -287577.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -287582.687500 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -287582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -287584.968750 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -287585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -287589.937500 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -287589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -287591.906250 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -287591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287592.937500 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -287592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -287594.375000 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -287594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287594.187500 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -287594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -287596.906250 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -287596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287597.687500 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -287597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -287598.687500 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -287598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -287599.156250 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -287599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -287600.156250 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -287600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -287600.843750 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -287600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -287602.031250 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -287602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -287603.156250 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -287603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -287604.000000 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -287604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -287604.375000 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -287604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -287605.406250 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -287605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -287605.406250 Penalty: 3894.424072
	Iteration 55F: 3 clusters Score -287605.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (110672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Entering Unmasked Estep 
Score: -12514550.000000 Penalty: 2880.353027
	Iteration 0F: 2 clusters Score -1.251455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -12440431.000000 Penalty: 5760.706055
	Iteration 0F: 3 clusters Score -1.244043e+07 nChanged 52561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -12470291.000000 Penalty: 5760.706055
	Iteration 1F: 3 clusters Score -1.247029e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -12470876.000000 Penalty: 5760.706055
	Iteration 2Q: 3 clusters Score -1.247088e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -12471561.000000 Penalty: 5760.706055
	Iteration 3Q: 3 clusters Score -1.247156e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -12472572.000000 Penalty: 5760.706055
	Iteration 4Q: 3 clusters Score -1.247257e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -12474239.000000 Penalty: 5760.706055
	Iteration 5Q: 3 clusters Score -1.247424e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -12477405.000000 Penalty: 5760.706055
	Iteration 6F: 3 clusters Score -1.24774e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -12483332.000000 Penalty: 5760.706055
	Iteration 7F: 3 clusters Score -1.248333e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -12492463.000000 Penalty: 5760.706055
	Iteration 8F: 3 clusters Score -1.249246e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -12502054.000000 Penalty: 5760.706055
	Iteration 9F: 3 clusters Score -1.250205e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -12507811.000000 Penalty: 5760.706055
	Iteration 10F: 3 clusters Score -1.250781e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -12510320.000000 Penalty: 5760.706055
	Iteration 11Q: 3 clusters Score -1.251032e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12511390.000000 Penalty: 5760.706055
	Iteration 12Q: 3 clusters Score -1.251139e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12511790.000000 Penalty: 5760.706055
	Iteration 13Q: 3 clusters Score -1.251179e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12511936.000000 Penalty: 5760.706055
	Iteration 14Q: 3 clusters Score -1.251194e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12512037.000000 Penalty: 5760.706055
	Iteration 15Q: 3 clusters Score -1.251204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12512079.000000 Penalty: 5760.706055
	Iteration 16Q: 3 clusters Score -1.251208e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12512114.000000 Penalty: 5760.706055
	Iteration 17Q: 3 clusters Score -1.251211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12512140.000000 Penalty: 5760.706055
	Iteration 18Q: 3 clusters Score -1.251214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12512171.000000 Penalty: 5760.706055
	Iteration 19Q: 3 clusters Score -1.251217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12512176.000000 Penalty: 5760.706055
	Iteration 20F: 3 clusters Score -1.251218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12512209.000000 Penalty: 5760.706055
	Iteration 21Q: 3 clusters Score -1.251221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110171 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12512211.000000 Penalty: 5760.706055
	Iteration 22Q: 3 clusters Score -1.251221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12512220.000000 Penalty: 5760.706055
	Iteration 23Q: 3 clusters Score -1.251222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12512226.000000 Penalty: 5760.706055
	Iteration 24Q: 3 clusters Score -1.251223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12512224.000000 Penalty: 5760.706055
	Iteration 25Q: 3 clusters Score -1.251222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12512236.000000 Penalty: 5760.706055
	Iteration 26Q: 3 clusters Score -1.251224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12512243.000000 Penalty: 5760.706055
	Iteration 27Q: 3 clusters Score -1.251224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12512237.000000 Penalty: 5760.706055
	Iteration 28Q: 3 clusters Score -1.251224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12512237.000000 Penalty: 5760.706055
	Iteration 29F: 3 clusters Score -1.251224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -63207.359375 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -63207.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61572.281250 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -61572.28 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61996.472656 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -61996.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62386.292969 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -62386.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62762.308594 Penalty: 3244.350830
	Iteration 3F: 3 clusters Score -62762.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63022.160156 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -63022.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -63233.773438 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -63233.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63385.949219 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -63385.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63465.378906 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -63465.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63488.796875 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -63488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63497.878906 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -63497.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63502.117188 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -63502.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63511.496094 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -63511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63523.281250 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -63523.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63537.222656 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -63537.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63582.296875 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -63582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63734.695312 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -63734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63922.488281 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -63922.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63922.488281 Penalty: 3244.350830
	Iteration 17F: 3 clusters Score -63922.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 328 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 365 members 
Entering Unmasked Estep 
Score: -110911088.000000 Penalty: 144037.250000
Splitting cluster 30 changes total score from -110911904.000000 to -110911088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -1005450.625000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -1005451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -998421.625000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -998421.6 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1000449.000000 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -1000449 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1000812.875000 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -1000813 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1001148.125000 Penalty: 4521.986328
	Iteration 3F: 3 clusters Score -1001148 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1001453.062500 Penalty: 4521.986328
	Iteration 4F: 3 clusters Score -1001453 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1001701.375000 Penalty: 4521.986328
	Iteration 5F: 3 clusters Score -1001701 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1001914.562500 Penalty: 4521.986328
	Iteration 6Q: 3 clusters Score -1001915 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1002128.187500 Penalty: 4521.986328
	Iteration 7Q: 3 clusters Score -1002128 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1002340.250000 Penalty: 4521.986328
	Iteration 8Q: 3 clusters Score -1002340 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1002521.250000 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -1002521 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1002679.062500 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -1002679 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1002826.000000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -1002826 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1002956.250000 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -1002956 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1003061.625000 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -1003062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1003166.500000 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -1003166 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1003273.937500 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -1003274 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1003388.312500 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -1003388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1003486.812500 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -1003487 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1003575.687500 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -1003576 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1003647.812500 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -1003648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1003704.312500 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -1003704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1003763.687500 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -1003764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1003835.500000 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -1003836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1003889.437500 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -1003889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1003944.625000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -1003945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1004004.062500 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -1004004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1004051.687500 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -1004052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1004084.187500 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -1004084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1004114.625000 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -1004115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1004145.125000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -1004145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1004169.687500 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -1004170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1004181.750000 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -1004182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1004188.625000 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -1004189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1004192.750000 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -1004193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1004200.062500 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -1004200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1004202.687500 Penalty: 4521.986328
	Iteration 35Q: 3 clusters Score -1004203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1004204.062500 Penalty: 4521.986328
	Iteration 36Q: 3 clusters Score -1004204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1004204.187500 Penalty: 4521.986328
	Iteration 37Q: 3 clusters Score -1004204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1004208.562500 Penalty: 4521.986328
	Iteration 38Q: 3 clusters Score -1004209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1004213.062500 Penalty: 4521.986328
	Iteration 39Q: 3 clusters Score -1004213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1004213.812500 Penalty: 4521.986328
	Iteration 40F: 3 clusters Score -1004214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1004218.062500 Penalty: 4521.986328
	Iteration 41Q: 3 clusters Score -1004218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1004220.125000 Penalty: 4521.986328
	Iteration 42Q: 3 clusters Score -1004220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1004221.875000 Penalty: 4521.986328
	Iteration 43Q: 3 clusters Score -1004222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1004223.875000 Penalty: 4521.986328
	Iteration 44Q: 3 clusters Score -1004224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1004227.187500 Penalty: 4521.986328
	Iteration 45Q: 3 clusters Score -1004227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1004231.625000 Penalty: 4521.986328
	Iteration 46Q: 3 clusters Score -1004232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1004241.187500 Penalty: 4521.986328
	Iteration 47Q: 3 clusters Score -1004241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1004245.875000 Penalty: 4521.986328
	Iteration 48Q: 3 clusters Score -1004246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1004258.687500 Penalty: 4521.986328
	Iteration 49Q: 3 clusters Score -1004259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1004270.500000 Penalty: 4521.986328
	Iteration 50Q: 3 clusters Score -1004270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1004277.562500 Penalty: 4521.986328
	Iteration 51Q: 3 clusters Score -1004278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1004283.750000 Penalty: 4521.986328
	Iteration 52Q: 3 clusters Score -1004284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1004285.312500 Penalty: 4521.986328
	Iteration 53Q: 3 clusters Score -1004285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1004288.062500 Penalty: 4521.986328
	Iteration 54Q: 3 clusters Score -1004288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1004289.437500 Penalty: 4521.986328
	Iteration 55Q: 3 clusters Score -1004289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1004293.375000 Penalty: 4521.986328
	Iteration 56Q: 3 clusters Score -1004293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1004294.312500 Penalty: 4521.986328
	Iteration 57Q: 3 clusters Score -1004294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1004295.750000 Penalty: 4521.986328
	Iteration 58Q: 3 clusters Score -1004296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1004298.562500 Penalty: 4521.986328
	Iteration 59Q: 3 clusters Score -1004299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1004298.562500 Penalty: 4521.986328
	Iteration 60F: 3 clusters Score -1004299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -71164.062500 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -71164.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69475.304688 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -69475.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69678.742188 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -69678.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69734.250000 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -69734.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69752.601562 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -69752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69757.171875 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -69757.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69766.218750 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -69766.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69776.718750 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -69776.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69782.015625 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -69782.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69783.523438 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -69783.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69783.523438 Penalty: 3212.578369
	Iteration 9F: 3 clusters Score -69783.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (346691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346691 members 
Entering Unmasked Estep 
Score: -38995432.000000 Penalty: 3163.534912
	Iteration 0F: 2 clusters Score -3.899543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -38798940.000000 Penalty: 6327.069824
	Iteration 0F: 3 clusters Score -3.879894e+07 nChanged 167954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -38898968.000000 Penalty: 6327.069824
	Iteration 1F: 3 clusters Score -3.889897e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 195596 members 
Entering Unmasked Estep 
Score: -38901896.000000 Penalty: 6327.069824
	Iteration 2Q: 3 clusters Score -3.89019e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 208804 members 
Entering Unmasked Estep 
Score: -38908080.000000 Penalty: 6327.069824
	Iteration 3Q: 3 clusters Score -3.890808e+07 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 228113 members 
Entering Unmasked Estep 
Score: -38918904.000000 Penalty: 6327.069824
	Iteration 4F: 3 clusters Score -3.89189e+07 nChanged 26438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 254421 members 
Entering Unmasked Estep 
Score: -38938140.000000 Penalty: 6327.069824
	Iteration 5F: 3 clusters Score -3.893814e+07 nChanged 30752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 285155 members 
Entering Unmasked Estep 
Score: -38964340.000000 Penalty: 6327.069824
	Iteration 6F: 3 clusters Score -3.896434e+07 nChanged 28292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 313445 members 
Entering Unmasked Estep 
Score: -38979324.000000 Penalty: 6327.069824
	Iteration 7F: 3 clusters Score -3.897932e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 330440 members 
Entering Unmasked Estep 
Score: -38985448.000000 Penalty: 6327.069824
	Iteration 8Q: 3 clusters Score -3.898545e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 338759 members 
Entering Unmasked Estep 
Score: -38988596.000000 Penalty: 6327.069824
	Iteration 9Q: 3 clusters Score -3.89886e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 342522 members 
Entering Unmasked Estep 
Score: -38990608.000000 Penalty: 6327.069824
	Iteration 10Q: 3 clusters Score -3.899061e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 344185 members 
Entering Unmasked Estep 
Score: -38991368.000000 Penalty: 6327.069824
	Iteration 11Q: 3 clusters Score -3.899137e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 345016 members 
Entering Unmasked Estep 
Score: -38991992.000000 Penalty: 6327.069824
	Iteration 12Q: 3 clusters Score -3.899199e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 345427 members 
Entering Unmasked Estep 
Score: -38992220.000000 Penalty: 6327.069824
	Iteration 13Q: 3 clusters Score -3.899222e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 345647 members 
Entering Unmasked Estep 
Score: -38992428.000000 Penalty: 6327.069824
	Iteration 14Q: 3 clusters Score -3.899243e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 345779 members 
Entering Unmasked Estep 
Score: -38992576.000000 Penalty: 6327.069824
	Iteration 15Q: 3 clusters Score -3.899258e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 345861 members 
Entering Unmasked Estep 
Score: -38992680.000000 Penalty: 6327.069824
	Iteration 16Q: 3 clusters Score -3.899268e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 345901 members 
Entering Unmasked Estep 
Score: -38992724.000000 Penalty: 6327.069824
	Iteration 17Q: 3 clusters Score -3.899272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 345923 members 
Entering Unmasked Estep 
Score: -38992768.000000 Penalty: 6327.069824
	Iteration 18Q: 3 clusters Score -3.899277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 345947 members 
Entering Unmasked Estep 
Score: -38992776.000000 Penalty: 6327.069824
	Iteration 19Q: 3 clusters Score -3.899278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 345969 members 
Entering Unmasked Estep 
Score: -38992800.000000 Penalty: 6327.069824
	Iteration 20F: 3 clusters Score -3.89928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 345986 members 
Entering Unmasked Estep 
Score: -38992804.000000 Penalty: 6327.069824
	Iteration 21Q: 3 clusters Score -3.89928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 345999 members 
Entering Unmasked Estep 
Score: -38992820.000000 Penalty: 6327.069824
	Iteration 22Q: 3 clusters Score -3.899282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346010 members 
Entering Unmasked Estep 
Score: -38992820.000000 Penalty: 6327.069824
	Iteration 23Q: 3 clusters Score -3.899282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 346017 members 
Entering Unmasked Estep 
Score: -38992824.000000 Penalty: 6327.069824
	Iteration 24Q: 3 clusters Score -3.899282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 346022 members 
Entering Unmasked Estep 
Score: -38992848.000000 Penalty: 6327.069824
	Iteration 25Q: 3 clusters Score -3.899285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 346022 members 
Entering Unmasked Estep 
Score: -38992828.000000 Penalty: 6327.069824
	Iteration 26Q: 3 clusters Score -3.899283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 346018 members 
Entering Unmasked Estep 
Score: -38992844.000000 Penalty: 6327.069824
	Iteration 27Q: 3 clusters Score -3.899284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 346016 members 
Entering Unmasked Estep 
Score: -38992852.000000 Penalty: 6327.069824
	Iteration 28Q: 3 clusters Score -3.899285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 346017 members 
Entering Unmasked Estep 
Score: -38992852.000000 Penalty: 6327.069824
	Iteration 29Q: 3 clusters Score -3.899285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 346018 members 
Entering Unmasked Estep 
Score: -38992864.000000 Penalty: 6327.069824
	Iteration 30Q: 3 clusters Score -3.899286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 346020 members 
Entering Unmasked Estep 
Score: -38992868.000000 Penalty: 6327.069824
	Iteration 31Q: 3 clusters Score -3.899287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 346024 members 
Entering Unmasked Estep 
Score: -38992868.000000 Penalty: 6327.069824
	Iteration 32Q: 3 clusters Score -3.899287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 346022 members 
Entering Unmasked Estep 
Score: -38992860.000000 Penalty: 6327.069824
	Iteration 33Q: 3 clusters Score -3.899286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 346024 members 
Entering Unmasked Estep 
Score: -38992872.000000 Penalty: 6327.069824
	Iteration 34Q: 3 clusters Score -3.899287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 346027 members 
Entering Unmasked Estep 
Score: -38992868.000000 Penalty: 6327.069824
	Iteration 35Q: 3 clusters Score -3.899287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 346032 members 
Entering Unmasked Estep 
Score: -38992884.000000 Penalty: 6327.069824
	Iteration 36Q: 3 clusters Score -3.899288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 346035 members 
Entering Unmasked Estep 
Score: -38992880.000000 Penalty: 6327.069824
	Iteration 37Q: 3 clusters Score -3.899288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 346035 members 
Entering Unmasked Estep 
Score: -38992888.000000 Penalty: 6327.069824
	Iteration 38Q: 3 clusters Score -3.899289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 346038 members 
Entering Unmasked Estep 
Score: -38992880.000000 Penalty: 6327.069824
	Iteration 39Q: 3 clusters Score -3.899288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 346040 members 
Entering Unmasked Estep 
Score: -38992908.000000 Penalty: 6327.069824
	Iteration 40F: 3 clusters Score -3.899291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 346038 members 
Entering Unmasked Estep 
Score: -38992876.000000 Penalty: 6327.069824
	Iteration 41Q: 3 clusters Score -3.899288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 346038 members 
Entering Unmasked Estep 
Score: -38992912.000000 Penalty: 6327.069824
	Iteration 42Q: 3 clusters Score -3.899291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 346039 members 
Entering Unmasked Estep 
Score: -38992920.000000 Penalty: 6327.069824
	Iteration 43Q: 3 clusters Score -3.899292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 346039 members 
Entering Unmasked Estep 
Score: -38992920.000000 Penalty: 6327.069824
	Iteration 44F: 3 clusters Score -3.899292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50762.710938 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50762.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49251.195312 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49251.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49435.738281 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49435.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49496.613281 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -49496.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49521.460938 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49521.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49530.261719 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49530.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49537.562500 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -49537.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49541.359375 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -49541.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49544.667969 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -49544.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49548.167969 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -49548.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49548.167969 Penalty: 3082.445557
	Iteration 9F: 3 clusters Score -49548.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -33008.769531 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -33008.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31690.355469 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -31690.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31811.119141 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -31811.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31838.029297 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -31838.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31861.152344 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -31861.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31878.986328 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -31878.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31899.064453 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -31899.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31907.265625 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -31907.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31914.638672 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -31914.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31914.638672 Penalty: 2896.958252
	Iteration 8F: 3 clusters Score -31914.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Entering Unmasked Estep 
Score: -1728760.000000 Penalty: 2386.203369
	Iteration 0F: 2 clusters Score -1728760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1717890.125000 Penalty: 4772.406738
	Iteration 0F: 3 clusters Score -1717890 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1721175.625000 Penalty: 4772.406738
	Iteration 1F: 3 clusters Score -1721176 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1721475.375000 Penalty: 4772.406738
	Iteration 2F: 3 clusters Score -1721475 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1721689.000000 Penalty: 4772.406738
	Iteration 3Q: 3 clusters Score -1721689 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1721883.625000 Penalty: 4772.406738
	Iteration 4Q: 3 clusters Score -1721884 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1722055.750000 Penalty: 4772.406738
	Iteration 5Q: 3 clusters Score -1722056 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1722222.125000 Penalty: 4772.406738
	Iteration 6Q: 3 clusters Score -1722222 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1722415.125000 Penalty: 4772.406738
	Iteration 7Q: 3 clusters Score -1722415 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1722650.000000 Penalty: 4772.406738
	Iteration 8Q: 3 clusters Score -1722650 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1722916.750000 Penalty: 4772.406738
	Iteration 9Q: 3 clusters Score -1722917 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1723191.125000 Penalty: 4772.406738
	Iteration 10Q: 3 clusters Score -1723191 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1723480.250000 Penalty: 4772.406738
	Iteration 11Q: 3 clusters Score -1723480 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1723780.375000 Penalty: 4772.406738
	Iteration 12Q: 3 clusters Score -1723780 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1724053.750000 Penalty: 4772.406738
	Iteration 13Q: 3 clusters Score -1724054 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1724296.125000 Penalty: 4772.406738
	Iteration 14Q: 3 clusters Score -1724296 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1724483.500000 Penalty: 4772.406738
	Iteration 15Q: 3 clusters Score -1724484 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1724659.875000 Penalty: 4772.406738
	Iteration 16Q: 3 clusters Score -1724660 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1724832.000000 Penalty: 4772.406738
	Iteration 17Q: 3 clusters Score -1724832 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1724994.875000 Penalty: 4772.406738
	Iteration 18Q: 3 clusters Score -1724995 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1725157.625000 Penalty: 4772.406738
	Iteration 19Q: 3 clusters Score -1725158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1725319.125000 Penalty: 4772.406738
	Iteration 20F: 3 clusters Score -1725319 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1725466.000000 Penalty: 4772.406738
	Iteration 21Q: 3 clusters Score -1725466 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1725597.000000 Penalty: 4772.406738
	Iteration 22Q: 3 clusters Score -1725597 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1725749.500000 Penalty: 4772.406738
	Iteration 23Q: 3 clusters Score -1725750 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1725894.875000 Penalty: 4772.406738
	Iteration 24Q: 3 clusters Score -1725895 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1726031.625000 Penalty: 4772.406738
	Iteration 25Q: 3 clusters Score -1726032 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1726163.250000 Penalty: 4772.406738
	Iteration 26Q: 3 clusters Score -1726163 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1726301.000000 Penalty: 4772.406738
	Iteration 27Q: 3 clusters Score -1726301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1726407.625000 Penalty: 4772.406738
	Iteration 28Q: 3 clusters Score -1726408 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1726513.125000 Penalty: 4772.406738
	Iteration 29Q: 3 clusters Score -1726513 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1726590.000000 Penalty: 4772.406738
	Iteration 30Q: 3 clusters Score -1726590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1726653.000000 Penalty: 4772.406738
	Iteration 31Q: 3 clusters Score -1726653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1726702.000000 Penalty: 4772.406738
	Iteration 32Q: 3 clusters Score -1726702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1726741.250000 Penalty: 4772.406738
	Iteration 33Q: 3 clusters Score -1726741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1726772.500000 Penalty: 4772.406738
	Iteration 34Q: 3 clusters Score -1726772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1726787.500000 Penalty: 4772.406738
	Iteration 35Q: 3 clusters Score -1726788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1726811.000000 Penalty: 4772.406738
	Iteration 36Q: 3 clusters Score -1726811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1726821.875000 Penalty: 4772.406738
	Iteration 37Q: 3 clusters Score -1726822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1726827.875000 Penalty: 4772.406738
	Iteration 38Q: 3 clusters Score -1726828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1726837.500000 Penalty: 4772.406738
	Iteration 39Q: 3 clusters Score -1726838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1726848.125000 Penalty: 4772.406738
	Iteration 40F: 3 clusters Score -1726848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1726854.875000 Penalty: 4772.406738
	Iteration 41Q: 3 clusters Score -1726855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1726858.250000 Penalty: 4772.406738
	Iteration 42Q: 3 clusters Score -1726858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1726862.000000 Penalty: 4772.406738
	Iteration 43Q: 3 clusters Score -1726862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1726864.875000 Penalty: 4772.406738
	Iteration 44Q: 3 clusters Score -1726865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1726867.500000 Penalty: 4772.406738
	Iteration 45Q: 3 clusters Score -1726868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1726873.125000 Penalty: 4772.406738
	Iteration 46Q: 3 clusters Score -1726873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1726871.375000 Penalty: 4772.406738
	Iteration 47Q: 3 clusters Score -1726871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1726875.500000 Penalty: 4772.406738
	Iteration 48Q: 3 clusters Score -1726876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1726876.000000 Penalty: 4772.406738
	Iteration 49Q: 3 clusters Score -1726876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1726875.375000 Penalty: 4772.406738
	Iteration 50Q: 3 clusters Score -1726875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1726875.375000 Penalty: 4772.406738
	Iteration 51F: 3 clusters Score -1726875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -745423.875000 Penalty: 2186.285400
	Iteration 0F: 2 clusters Score -745423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -739799.437500 Penalty: 4372.570801
	Iteration 0F: 3 clusters Score -739799.4 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -741301.312500 Penalty: 4372.570801
	Iteration 1F: 3 clusters Score -741301.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -741628.437500 Penalty: 4372.570801
	Iteration 2F: 3 clusters Score -741628.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -741911.625000 Penalty: 4372.570801
	Iteration 3F: 3 clusters Score -741911.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -742150.812500 Penalty: 4372.570801
	Iteration 4F: 3 clusters Score -742150.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -742378.687500 Penalty: 4372.570801
	Iteration 5Q: 3 clusters Score -742378.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -742609.437500 Penalty: 4372.570801
	Iteration 6Q: 3 clusters Score -742609.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -742850.375000 Penalty: 4372.570801
	Iteration 7Q: 3 clusters Score -742850.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -743097.625000 Penalty: 4372.570801
	Iteration 8Q: 3 clusters Score -743097.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -743332.625000 Penalty: 4372.570801
	Iteration 9Q: 3 clusters Score -743332.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -743553.687500 Penalty: 4372.570801
	Iteration 10Q: 3 clusters Score -743553.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -743780.500000 Penalty: 4372.570801
	Iteration 11Q: 3 clusters Score -743780.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -744017.062500 Penalty: 4372.570801
	Iteration 12Q: 3 clusters Score -744017.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -744199.750000 Penalty: 4372.570801
	Iteration 13Q: 3 clusters Score -744199.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -744305.500000 Penalty: 4372.570801
	Iteration 14Q: 3 clusters Score -744305.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -744365.375000 Penalty: 4372.570801
	Iteration 15Q: 3 clusters Score -744365.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -744403.250000 Penalty: 4372.570801
	Iteration 16Q: 3 clusters Score -744403.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -744420.437500 Penalty: 4372.570801
	Iteration 17Q: 3 clusters Score -744420.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -744430.312500 Penalty: 4372.570801
	Iteration 18Q: 3 clusters Score -744430.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -744432.125000 Penalty: 4372.570801
	Iteration 19Q: 3 clusters Score -744432.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -744433.875000 Penalty: 4372.570801
	Iteration 20F: 3 clusters Score -744433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -744436.937500 Penalty: 4372.570801
	Iteration 21Q: 3 clusters Score -744436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -744439.250000 Penalty: 4372.570801
	Iteration 22Q: 3 clusters Score -744439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -744440.250000 Penalty: 4372.570801
	Iteration 23Q: 3 clusters Score -744440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -744442.250000 Penalty: 4372.570801
	Iteration 24Q: 3 clusters Score -744442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -744441.250000 Penalty: 4372.570801
	Iteration 25Q: 3 clusters Score -744441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -744441.250000 Penalty: 4372.570801
	Iteration 26F: 3 clusters Score -744441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Entering Unmasked Estep 
Score: -2260397.500000 Penalty: 2450.649414
	Iteration 0F: 2 clusters Score -2260398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2246567.250000 Penalty: 4901.298828
	Iteration 0F: 3 clusters Score -2246567 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2251107.250000 Penalty: 4901.298828
	Iteration 1F: 3 clusters Score -2251107 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2251461.250000 Penalty: 4901.298828
	Iteration 2F: 3 clusters Score -2251461 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2251707.500000 Penalty: 4901.298828
	Iteration 3Q: 3 clusters Score -2251708 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2251898.500000 Penalty: 4901.298828
	Iteration 4Q: 3 clusters Score -2251898 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2252053.500000 Penalty: 4901.298828
	Iteration 5Q: 3 clusters Score -2252054 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2252197.750000 Penalty: 4901.298828
	Iteration 6Q: 3 clusters Score -2252198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2252337.250000 Penalty: 4901.298828
	Iteration 7Q: 3 clusters Score -2252337 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2252514.000000 Penalty: 4901.298828
	Iteration 8Q: 3 clusters Score -2252514 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2252692.000000 Penalty: 4901.298828
	Iteration 9Q: 3 clusters Score -2252692 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2252923.500000 Penalty: 4901.298828
	Iteration 10Q: 3 clusters Score -2252924 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2253181.750000 Penalty: 4901.298828
	Iteration 11Q: 3 clusters Score -2253182 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2253518.500000 Penalty: 4901.298828
	Iteration 12Q: 3 clusters Score -2253518 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2253979.750000 Penalty: 4901.298828
	Iteration 13Q: 3 clusters Score -2253980 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2254483.500000 Penalty: 4901.298828
	Iteration 14Q: 3 clusters Score -2254484 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2255061.750000 Penalty: 4901.298828
	Iteration 15Q: 3 clusters Score -2255062 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2255760.000000 Penalty: 4901.298828
	Iteration 16Q: 3 clusters Score -2255760 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2256378.000000 Penalty: 4901.298828
	Iteration 17Q: 3 clusters Score -2256378 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2256921.750000 Penalty: 4901.298828
	Iteration 18Q: 3 clusters Score -2256922 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2257348.750000 Penalty: 4901.298828
	Iteration 19Q: 3 clusters Score -2257349 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2257672.750000 Penalty: 4901.298828
	Iteration 20F: 3 clusters Score -2257673 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2257850.250000 Penalty: 4901.298828
	Iteration 21Q: 3 clusters Score -2257850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2257974.000000 Penalty: 4901.298828
	Iteration 22Q: 3 clusters Score -2257974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2258056.750000 Penalty: 4901.298828
	Iteration 23Q: 3 clusters Score -2258057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2258102.750000 Penalty: 4901.298828
	Iteration 24Q: 3 clusters Score -2258103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2258141.750000 Penalty: 4901.298828
	Iteration 25Q: 3 clusters Score -2258142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2258157.500000 Penalty: 4901.298828
	Iteration 26Q: 3 clusters Score -2258158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2258173.750000 Penalty: 4901.298828
	Iteration 27Q: 3 clusters Score -2258174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2258195.000000 Penalty: 4901.298828
	Iteration 28Q: 3 clusters Score -2258195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2258218.500000 Penalty: 4901.298828
	Iteration 29Q: 3 clusters Score -2258218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2258235.500000 Penalty: 4901.298828
	Iteration 30Q: 3 clusters Score -2258236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2258251.750000 Penalty: 4901.298828
	Iteration 31Q: 3 clusters Score -2258252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2258261.500000 Penalty: 4901.298828
	Iteration 32Q: 3 clusters Score -2258262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2258272.000000 Penalty: 4901.298828
	Iteration 33Q: 3 clusters Score -2258272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2258287.750000 Penalty: 4901.298828
	Iteration 34Q: 3 clusters Score -2258288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2258296.000000 Penalty: 4901.298828
	Iteration 35Q: 3 clusters Score -2258296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2258308.000000 Penalty: 4901.298828
	Iteration 36Q: 3 clusters Score -2258308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2258309.750000 Penalty: 4901.298828
	Iteration 37Q: 3 clusters Score -2258310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2258313.000000 Penalty: 4901.298828
	Iteration 38Q: 3 clusters Score -2258313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2258313.000000 Penalty: 4901.298828
	Iteration 39Q: 3 clusters Score -2258313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2258317.000000 Penalty: 4901.298828
	Iteration 40F: 3 clusters Score -2258317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -46309.980469 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -46309.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44832.375000 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -44832.38 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45301.902344 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -45301.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45601.519531 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -45601.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45852.898438 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -45852.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45910.382812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -45910.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45955.054688 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -45955.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46050.468750 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -46050.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46077.738281 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -46077.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46099.250000 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -46099.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46113.707031 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -46113.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46154.425781 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -46154.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46230.300781 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -46230.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46311.347656 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -46311.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46315.976562 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -46315.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -46323.664062 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -46323.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46340.117188 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -46340.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46350.128906 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -46350.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46366.535156 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -46366.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46366.535156 Penalty: 3120.618408
	Iteration 18F: 3 clusters Score -46366.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 351 members 
Entering Unmasked Estep 
Score: -110910440.000000 Penalty: 144037.250000
Splitting cluster 39 changes total score from -110911904.000000 to -110910440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129463.640625 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127389.617188 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127389.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -127689.562500 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127689.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127759.960938 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127813.632812 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127813.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127855.015625 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127883.078125 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127883.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127911.437500 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127923.070312 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127928.539062 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127931.671875 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127933.500000 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -127933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127933.500000 Penalty: 3509.181641
	Iteration 11F: 3 clusters Score -127933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102481 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24646 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346691 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912240.000000 Penalty: 140607.781250
Iteration 119Q: 42 clusters Score -1.109122e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35618 members 
Mstep: Class 11 contains 49924 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43774 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 10512 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102486 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24652 members 
Mstep: Class 23 contains 23026 members 
Mstep: Class 24 contains 35977 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 2574 members 
Mstep: Class 29 contains 110673 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9105 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346705 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912376.000000 Penalty: 140607.781250
Iteration 120F: 42 clusters Score -1.109124e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11390 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35589 members 
Mstep: Class 11 contains 49921 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43771 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 10506 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102496 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24651 members 
Mstep: Class 23 contains 23026 members 
Mstep: Class 24 contains 35978 members 
Mstep: Class 25 contains 14286 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16380 members 
Mstep: Class 28 contains 2579 members 
Mstep: Class 29 contains 110674 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9101 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346723 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19569 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912400.000000 Penalty: 140607.781250
Iteration 121Q: 42 clusters Score -1.109124e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1234 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35572 members 
Mstep: Class 11 contains 49914 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43769 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26106 members 
Mstep: Class 17 contains 10503 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 102497 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24647 members 
Mstep: Class 23 contains 23029 members 
Mstep: Class 24 contains 35978 members 
Mstep: Class 25 contains 14285 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16374 members 
Mstep: Class 28 contains 2583 members 
Mstep: Class 29 contains 110674 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9095 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346735 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19568 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912320.000000 Penalty: 140607.781250
Iteration 122Q: 42 clusters Score -1.109123e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35554 members 
Mstep: Class 11 contains 49909 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43766 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26106 members 
Mstep: Class 17 contains 10497 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 102495 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24649 members 
Mstep: Class 23 contains 23031 members 
Mstep: Class 24 contains 35980 members 
Mstep: Class 25 contains 14285 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16374 members 
Mstep: Class 28 contains 2588 members 
Mstep: Class 29 contains 110672 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9096 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346748 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15089 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19566 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912640.000000 Penalty: 140607.781250
Iteration 123Q: 42 clusters Score -1.109126e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11442 members 
Mstep: Class 8 contains 5294 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35534 members 
Mstep: Class 11 contains 49908 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43766 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 10490 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 102500 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24650 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 35974 members 
Mstep: Class 25 contains 14284 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16375 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 110676 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9096 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346754 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15089 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19561 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912856.000000 Penalty: 140607.781250
Iteration 124Q: 42 clusters Score -1.109129e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11460 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35513 members 
Mstep: Class 11 contains 49908 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 10482 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 102504 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24644 members 
Mstep: Class 23 contains 23037 members 
Mstep: Class 24 contains 35966 members 
Mstep: Class 25 contains 14282 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16376 members 
Mstep: Class 28 contains 2600 members 
Mstep: Class 29 contains 110677 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9095 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346766 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19559 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912864.000000 Penalty: 140607.781250
Iteration 125Q: 42 clusters Score -1.109129e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11477 members 
Mstep: Class 8 contains 5298 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35495 members 
Mstep: Class 11 contains 49904 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43769 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 10481 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102509 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24644 members 
Mstep: Class 23 contains 23038 members 
Mstep: Class 24 contains 35959 members 
Mstep: Class 25 contains 14279 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16375 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 110681 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9092 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346764 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19562 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912872.000000 Penalty: 140607.781250
Iteration 126Q: 42 clusters Score -1.109129e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 5298 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35479 members 
Mstep: Class 11 contains 49900 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102513 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24647 members 
Mstep: Class 23 contains 23038 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16374 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 110682 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9088 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346776 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19564 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912920.000000 Penalty: 140607.781250
Iteration 127Q: 42 clusters Score -1.109129e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11490 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35461 members 
Mstep: Class 11 contains 49896 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 10473 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102516 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24650 members 
Mstep: Class 23 contains 23039 members 
Mstep: Class 24 contains 35957 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16372 members 
Mstep: Class 28 contains 2608 members 
Mstep: Class 29 contains 110684 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346789 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19564 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913048.000000 Penalty: 140607.781250
Iteration 128Q: 42 clusters Score -1.10913e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35456 members 
Mstep: Class 11 contains 49892 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43767 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 10468 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102523 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24651 members 
Mstep: Class 23 contains 23039 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 110686 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19565 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913120.000000 Penalty: 140607.781250
Iteration 129Q: 42 clusters Score -1.109131e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35453 members 
Mstep: Class 11 contains 49889 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43766 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 10464 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102524 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24651 members 
Mstep: Class 23 contains 23041 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 110688 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346800 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19567 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913104.000000 Penalty: 140607.781250
Iteration 130Q: 42 clusters Score -1.109131e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35449 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43764 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 10461 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102528 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24652 members 
Mstep: Class 23 contains 23043 members 
Mstep: Class 24 contains 35955 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346801 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19570 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913112.000000 Penalty: 140607.781250
Iteration 131Q: 42 clusters Score -1.109131e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11477 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35444 members 
Mstep: Class 11 contains 49884 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43765 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 10462 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102525 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24650 members 
Mstep: Class 23 contains 23049 members 
Mstep: Class 24 contains 35955 members 
Mstep: Class 25 contains 14278 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346804 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19575 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913080.000000 Penalty: 140607.781250
Iteration 132Q: 42 clusters Score -1.109131e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35441 members 
Mstep: Class 11 contains 49882 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43766 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102521 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24652 members 
Mstep: Class 23 contains 23049 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14278 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346815 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15091 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19573 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913096.000000 Penalty: 140607.781250
Iteration 133Q: 42 clusters Score -1.109131e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11469 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35440 members 
Mstep: Class 11 contains 49881 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43767 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102520 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24649 members 
Mstep: Class 23 contains 23050 members 
Mstep: Class 24 contains 35957 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 110688 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346816 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15092 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19571 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913064.000000 Penalty: 140607.781250
Iteration 134Q: 42 clusters Score -1.109131e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35438 members 
Mstep: Class 11 contains 49874 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43764 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102521 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24651 members 
Mstep: Class 23 contains 23053 members 
Mstep: Class 24 contains 35958 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16372 members 
Mstep: Class 28 contains 2636 members 
Mstep: Class 29 contains 110687 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346820 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15093 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19570 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913104.000000 Penalty: 140607.781250
Iteration 135Q: 42 clusters Score -1.109131e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35439 members 
Mstep: Class 11 contains 49872 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43763 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102522 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24651 members 
Mstep: Class 23 contains 23052 members 
Mstep: Class 24 contains 35955 members 
Mstep: Class 25 contains 14275 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16372 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 110687 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346816 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15096 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19567 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913000.000000 Penalty: 140607.781250
Iteration 136Q: 42 clusters Score -1.10913e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35436 members 
Mstep: Class 11 contains 49871 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43760 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 10455 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 102522 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23055 members 
Mstep: Class 24 contains 35955 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346803 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19570 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913144.000000 Penalty: 140607.781250
Iteration 137Q: 42 clusters Score -1.109131e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35431 members 
Mstep: Class 11 contains 49870 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43758 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102521 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23059 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 110688 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9088 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346794 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19573 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913064.000000 Penalty: 140607.781250
Iteration 138Q: 42 clusters Score -1.109131e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35429 members 
Mstep: Class 11 contains 49869 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43755 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102523 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23062 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2666 members 
Mstep: Class 29 contains 110688 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9088 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346786 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6745 members 
Mstep: Class 38 contains 19575 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913056.000000 Penalty: 140607.781250
Iteration 139Q: 42 clusters Score -1.109131e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35429 members 
Mstep: Class 11 contains 49869 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43753 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102524 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24655 members 
Mstep: Class 23 contains 23063 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2669 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346777 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6745 members 
Mstep: Class 38 contains 19584 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913152.000000 Penalty: 140607.781250
Iteration 140F: 42 clusters Score -1.109132e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35430 members 
Mstep: Class 11 contains 49869 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43753 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102525 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23063 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2674 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346775 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6745 members 
Mstep: Class 38 contains 19586 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913136.000000 Penalty: 140607.781250
Iteration 141Q: 42 clusters Score -1.109131e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 11458 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35431 members 
Mstep: Class 11 contains 49869 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43751 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10455 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102523 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35955 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2679 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346773 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19585 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913056.000000 Penalty: 140607.781250
Iteration 142Q: 42 clusters Score -1.109131e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 11458 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35431 members 
Mstep: Class 11 contains 49868 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43750 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10455 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102524 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2682 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9083 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346770 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15097 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19587 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913056.000000 Penalty: 140607.781250
Iteration 143Q: 42 clusters Score -1.109131e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35430 members 
Mstep: Class 11 contains 49868 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10455 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102525 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2684 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9082 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346768 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15098 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19590 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913040.000000 Penalty: 140607.781250
Iteration 144Q: 42 clusters Score -1.10913e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35428 members 
Mstep: Class 11 contains 49867 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43751 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10453 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102524 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35957 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2686 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9081 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346765 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15099 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19594 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913096.000000 Penalty: 140607.781250
Iteration 145Q: 42 clusters Score -1.109131e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35425 members 
Mstep: Class 11 contains 49867 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 102526 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35957 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9078 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346761 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15099 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19598 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913128.000000 Penalty: 140607.781250
Iteration 146Q: 42 clusters Score -1.109131e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35420 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102527 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35960 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2693 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9079 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346765 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19595 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913152.000000 Penalty: 140607.781250
Iteration 147Q: 42 clusters Score -1.109132e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11455 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35418 members 
Mstep: Class 11 contains 49867 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102526 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35959 members 
Mstep: Class 25 contains 14273 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9078 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346767 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15101 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19594 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913176.000000 Penalty: 140607.781250
Iteration 148Q: 42 clusters Score -1.109132e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 49867 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10444 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102523 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24658 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35961 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9078 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346772 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15101 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19594 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913160.000000 Penalty: 140607.781250
Iteration 149Q: 42 clusters Score -1.109132e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10440 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102528 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35963 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9078 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346771 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19597 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913272.000000 Penalty: 140607.781250
Iteration 150Q: 42 clusters Score -1.109133e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11444 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43746 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102533 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23063 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9077 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346766 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913240.000000 Penalty: 140607.781250
Iteration 151Q: 42 clusters Score -1.109132e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11445 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 49863 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43746 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102536 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35962 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16372 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9073 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346771 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19601 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913264.000000 Penalty: 140607.781250
Iteration 152Q: 42 clusters Score -1.109133e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11442 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 49862 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 35962 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 2714 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9069 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346776 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19599 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913168.000000 Penalty: 140607.781250
Iteration 153Q: 42 clusters Score -1.109132e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23065 members 
Mstep: Class 24 contains 35963 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16370 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 110690 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346778 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19599 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913176.000000 Penalty: 140607.781250
Iteration 154Q: 42 clusters Score -1.109132e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35416 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16368 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346780 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19598 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913120.000000 Penalty: 140607.781250
Iteration 155Q: 42 clusters Score -1.109131e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35415 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102539 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16366 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346786 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19598 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913088.000000 Penalty: 140607.781250
Iteration 156Q: 42 clusters Score -1.109131e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35415 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16365 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346791 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19600 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913112.000000 Penalty: 140607.781250
Iteration 157Q: 42 clusters Score -1.109131e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35414 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16364 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346793 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19600 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913128.000000 Penalty: 140607.781250
Iteration 158Q: 42 clusters Score -1.109131e+08 nChanged 12
Entering ConstructFrom: 
Score: -110913128.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (57584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Entering Unmasked Estep 
Score: -6401880.000000 Penalty: 2718.328125
	Iteration 0F: 2 clusters Score -6401880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6363162.500000 Penalty: 5436.656250
	Iteration 0F: 3 clusters Score -6363162 nChanged 26685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -6378300.000000 Penalty: 5436.656250
	Iteration 1F: 3 clusters Score -6378300 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6378955.500000 Penalty: 5436.656250
	Iteration 2Q: 3 clusters Score -6378956 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -6379850.000000 Penalty: 5436.656250
	Iteration 3Q: 3 clusters Score -6379850 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6381115.000000 Penalty: 5436.656250
	Iteration 4Q: 3 clusters Score -6381115 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -6383180.500000 Penalty: 5436.656250
	Iteration 5F: 3 clusters Score -6383180 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -6386333.000000 Penalty: 5436.656250
	Iteration 6F: 3 clusters Score -6386333 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -6390237.000000 Penalty: 5436.656250
	Iteration 7F: 3 clusters Score -6390237 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -6393992.000000 Penalty: 5436.656250
	Iteration 8F: 3 clusters Score -6393992 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6396858.000000 Penalty: 5436.656250
	Iteration 9F: 3 clusters Score -6396858 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6398315.000000 Penalty: 5436.656250
	Iteration 10Q: 3 clusters Score -6398315 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6398959.000000 Penalty: 5436.656250
	Iteration 11Q: 3 clusters Score -6398959 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6399197.500000 Penalty: 5436.656250
	Iteration 12Q: 3 clusters Score -6399198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6399310.000000 Penalty: 5436.656250
	Iteration 13Q: 3 clusters Score -6399310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6399385.500000 Penalty: 5436.656250
	Iteration 14Q: 3 clusters Score -6399386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6399416.500000 Penalty: 5436.656250
	Iteration 15Q: 3 clusters Score -6399416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6399433.500000 Penalty: 5436.656250
	Iteration 16Q: 3 clusters Score -6399434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6399446.000000 Penalty: 5436.656250
	Iteration 17Q: 3 clusters Score -6399446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6399456.000000 Penalty: 5436.656250
	Iteration 18Q: 3 clusters Score -6399456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6399465.500000 Penalty: 5436.656250
	Iteration 19Q: 3 clusters Score -6399466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6399464.000000 Penalty: 5436.656250
	Iteration 20F: 3 clusters Score -6399464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6399470.000000 Penalty: 5436.656250
	Iteration 21Q: 3 clusters Score -6399470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6399474.500000 Penalty: 5436.656250
	Iteration 22Q: 3 clusters Score -6399474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6399473.500000 Penalty: 5436.656250
	Iteration 23Q: 3 clusters Score -6399474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6399483.000000 Penalty: 5436.656250
	Iteration 24Q: 3 clusters Score -6399483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6399489.000000 Penalty: 5436.656250
	Iteration 25Q: 3 clusters Score -6399489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6399487.000000 Penalty: 5436.656250
	Iteration 26Q: 3 clusters Score -6399487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6399487.000000 Penalty: 5436.656250
	Iteration 27Q: 3 clusters Score -6399487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6399496.500000 Penalty: 5436.656250
	Iteration 28Q: 3 clusters Score -6399496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6399503.500000 Penalty: 5436.656250
	Iteration 29Q: 3 clusters Score -6399504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6399503.500000 Penalty: 5436.656250
	Iteration 30F: 3 clusters Score -6399504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32901.445312 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32901.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33046.207031 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -33046.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33090.316406 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -33090.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33119.175781 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33119.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33122.082031 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33122.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33122.082031 Penalty: 2894.066162
	Iteration 5F: 3 clusters Score -33122.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -394598.968750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -394599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -391009.000000 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -391009 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -391746.406250 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -391746.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -391902.156250 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -391902.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -392005.750000 Penalty: 4063.789307
	Iteration 3Q: 3 clusters Score -392005.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -392082.437500 Penalty: 4063.789307
	Iteration 4Q: 3 clusters Score -392082.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -392165.687500 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -392165.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -392281.656250 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -392281.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -392444.625000 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -392444.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -392619.906250 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -392619.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -392793.468750 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -392793.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -392956.031250 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -392956 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -393132.312500 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -393132.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -393285.781250 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -393285.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -393380.468750 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -393380.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -393439.000000 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -393439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -393473.000000 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -393473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -393499.687500 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -393499.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -393526.531250 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -393526.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -393543.187500 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -393543.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -393558.843750 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -393558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -393564.406250 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -393564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -393568.437500 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -393568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -393573.093750 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -393573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -393574.500000 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -393574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -393575.281250 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -393575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -393576.031250 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -393576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -393576.562500 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -393576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393577.468750 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -393577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393577.093750 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -393577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393578.000000 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -393578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393579.218750 Penalty: 4063.789307
	Iteration 30Q: 3 clusters Score -393579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -393579.593750 Penalty: 4063.789307
	Iteration 31Q: 3 clusters Score -393579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -393581.625000 Penalty: 4063.789307
	Iteration 32Q: 3 clusters Score -393581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -393582.500000 Penalty: 4063.789307
	Iteration 33Q: 3 clusters Score -393582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -393582.500000 Penalty: 4063.789307
	Iteration 34F: 3 clusters Score -393582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -532293.375000 Penalty: 2108.867920
	Iteration 0F: 2 clusters Score -532293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -527859.812500 Penalty: 4217.735840
	Iteration 0F: 3 clusters Score -527859.8 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -528919.187500 Penalty: 4217.735840
	Iteration 1F: 3 clusters Score -528919.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -529235.625000 Penalty: 4217.735840
	Iteration 2F: 3 clusters Score -529235.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -529494.375000 Penalty: 4217.735840
	Iteration 3F: 3 clusters Score -529494.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -529695.187500 Penalty: 4217.735840
	Iteration 4F: 3 clusters Score -529695.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -529842.437500 Penalty: 4217.735840
	Iteration 5Q: 3 clusters Score -529842.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -529942.250000 Penalty: 4217.735840
	Iteration 6Q: 3 clusters Score -529942.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -530037.812500 Penalty: 4217.735840
	Iteration 7Q: 3 clusters Score -530037.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -530120.437500 Penalty: 4217.735840
	Iteration 8Q: 3 clusters Score -530120.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -530194.750000 Penalty: 4217.735840
	Iteration 9Q: 3 clusters Score -530194.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -530258.312500 Penalty: 4217.735840
	Iteration 10Q: 3 clusters Score -530258.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -530333.562500 Penalty: 4217.735840
	Iteration 11Q: 3 clusters Score -530333.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -530400.500000 Penalty: 4217.735840
	Iteration 12Q: 3 clusters Score -530400.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -530471.125000 Penalty: 4217.735840
	Iteration 13Q: 3 clusters Score -530471.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -530527.750000 Penalty: 4217.735840
	Iteration 14Q: 3 clusters Score -530527.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -530573.187500 Penalty: 4217.735840
	Iteration 15Q: 3 clusters Score -530573.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -530624.250000 Penalty: 4217.735840
	Iteration 16Q: 3 clusters Score -530624.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -530654.750000 Penalty: 4217.735840
	Iteration 17Q: 3 clusters Score -530654.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -530691.562500 Penalty: 4217.735840
	Iteration 18Q: 3 clusters Score -530691.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -530729.500000 Penalty: 4217.735840
	Iteration 19Q: 3 clusters Score -530729.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -530760.687500 Penalty: 4217.735840
	Iteration 20F: 3 clusters Score -530760.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -530791.187500 Penalty: 4217.735840
	Iteration 21Q: 3 clusters Score -530791.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -530822.437500 Penalty: 4217.735840
	Iteration 22Q: 3 clusters Score -530822.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -530847.812500 Penalty: 4217.735840
	Iteration 23Q: 3 clusters Score -530847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -530864.312500 Penalty: 4217.735840
	Iteration 24Q: 3 clusters Score -530864.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -530882.625000 Penalty: 4217.735840
	Iteration 25Q: 3 clusters Score -530882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -530898.437500 Penalty: 4217.735840
	Iteration 26Q: 3 clusters Score -530898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -530907.375000 Penalty: 4217.735840
	Iteration 27Q: 3 clusters Score -530907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -530916.500000 Penalty: 4217.735840
	Iteration 28Q: 3 clusters Score -530916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -530916.875000 Penalty: 4217.735840
	Iteration 29Q: 3 clusters Score -530916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -530920.812500 Penalty: 4217.735840
	Iteration 30Q: 3 clusters Score -530920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -530924.312500 Penalty: 4217.735840
	Iteration 31Q: 3 clusters Score -530924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -530926.375000 Penalty: 4217.735840
	Iteration 32Q: 3 clusters Score -530926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -530926.687500 Penalty: 4217.735840
	Iteration 33Q: 3 clusters Score -530926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -530926.687500 Penalty: 4217.735840
	Iteration 34F: 3 clusters Score -530926.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -103991.789062 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -103991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102077.390625 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -102077.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103143.726562 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -103143.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103797.414062 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -103797.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104518.210938 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -104518.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105117.968750 Penalty: 3512.110352
	Iteration 4F: 3 clusters Score -105118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105628.078125 Penalty: 3512.110352
	Iteration 5F: 3 clusters Score -105628.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106145.000000 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -106145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106451.593750 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -106451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106464.773438 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -106464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106472.242188 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -106472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106472.242188 Penalty: 3512.110352
	Iteration 10F: 3 clusters Score -106472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 407 members 
Entering Unmasked Estep 
Score: -110913896.000000 Penalty: 144037.250000
Splitting cluster 5 changes total score from -110913128.000000 to -110913896.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 6 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -399468.281250 Penalty: 2057.172119
	Iteration 0F: 2 clusters Score -399468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -395626.156250 Penalty: 4114.344238
	Iteration 0F: 3 clusters Score -395626.2 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -396685.312500 Penalty: 4114.344238
	Iteration 1F: 3 clusters Score -396685.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -397078.031250 Penalty: 4114.344238
	Iteration 2F: 3 clusters Score -397078 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -397432.156250 Penalty: 4114.344238
	Iteration 3F: 3 clusters Score -397432.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -397665.062500 Penalty: 4114.344238
	Iteration 4F: 3 clusters Score -397665.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -397838.031250 Penalty: 4114.344238
	Iteration 5Q: 3 clusters Score -397838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397994.968750 Penalty: 4114.344238
	Iteration 6Q: 3 clusters Score -397995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -398100.343750 Penalty: 4114.344238
	Iteration 7Q: 3 clusters Score -398100.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -398156.437500 Penalty: 4114.344238
	Iteration 8Q: 3 clusters Score -398156.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -398182.625000 Penalty: 4114.344238
	Iteration 9Q: 3 clusters Score -398182.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -398198.843750 Penalty: 4114.344238
	Iteration 10Q: 3 clusters Score -398198.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -398211.281250 Penalty: 4114.344238
	Iteration 11Q: 3 clusters Score -398211.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -398220.531250 Penalty: 4114.344238
	Iteration 12Q: 3 clusters Score -398220.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -398228.843750 Penalty: 4114.344238
	Iteration 13Q: 3 clusters Score -398228.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -398235.343750 Penalty: 4114.344238
	Iteration 14Q: 3 clusters Score -398235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -398247.468750 Penalty: 4114.344238
	Iteration 15Q: 3 clusters Score -398247.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -398258.687500 Penalty: 4114.344238
	Iteration 16Q: 3 clusters Score -398258.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -398264.812500 Penalty: 4114.344238
	Iteration 17Q: 3 clusters Score -398264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -398268.531250 Penalty: 4114.344238
	Iteration 18Q: 3 clusters Score -398268.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -398273.187500 Penalty: 4114.344238
	Iteration 19Q: 3 clusters Score -398273.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -398277.531250 Penalty: 4114.344238
	Iteration 20F: 3 clusters Score -398277.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -398279.687500 Penalty: 4114.344238
	Iteration 21Q: 3 clusters Score -398279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -398281.875000 Penalty: 4114.344238
	Iteration 22Q: 3 clusters Score -398281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -398283.500000 Penalty: 4114.344238
	Iteration 23Q: 3 clusters Score -398283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -398288.812500 Penalty: 4114.344238
	Iteration 24Q: 3 clusters Score -398288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -398292.468750 Penalty: 4114.344238
	Iteration 25Q: 3 clusters Score -398292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -398295.031250 Penalty: 4114.344238
	Iteration 26Q: 3 clusters Score -398295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -398300.406250 Penalty: 4114.344238
	Iteration 27Q: 3 clusters Score -398300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -398303.500000 Penalty: 4114.344238
	Iteration 28Q: 3 clusters Score -398303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -398305.000000 Penalty: 4114.344238
	Iteration 29Q: 3 clusters Score -398305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -398307.468750 Penalty: 4114.344238
	Iteration 30Q: 3 clusters Score -398307.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -398310.000000 Penalty: 4114.344238
	Iteration 31Q: 3 clusters Score -398310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398310.375000 Penalty: 4114.344238
	Iteration 32Q: 3 clusters Score -398310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -398311.593750 Penalty: 4114.344238
	Iteration 33Q: 3 clusters Score -398311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -398312.156250 Penalty: 4114.344238
	Iteration 34Q: 3 clusters Score -398312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -398314.093750 Penalty: 4114.344238
	Iteration 35Q: 3 clusters Score -398314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -398315.125000 Penalty: 4114.344238
	Iteration 36Q: 3 clusters Score -398315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -398316.562500 Penalty: 4114.344238
	Iteration 37Q: 3 clusters Score -398316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398317.218750 Penalty: 4114.344238
	Iteration 38Q: 3 clusters Score -398317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -398317.218750 Penalty: 4114.344238
	Iteration 39Q: 3 clusters Score -398317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -398317.218750 Penalty: 4114.344238
	Iteration 40F: 3 clusters Score -398317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1276024.875000 Penalty: 2317.397949
	Iteration 0F: 2 clusters Score -1276025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1267463.625000 Penalty: 4634.795898
	Iteration 0F: 3 clusters Score -1267464 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1270060.500000 Penalty: 4634.795898
	Iteration 1F: 3 clusters Score -1270060 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1270451.375000 Penalty: 4634.795898
	Iteration 2F: 3 clusters Score -1270451 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1270843.875000 Penalty: 4634.795898
	Iteration 3F: 3 clusters Score -1270844 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1271208.750000 Penalty: 4634.795898
	Iteration 4F: 3 clusters Score -1271209 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1271529.875000 Penalty: 4634.795898
	Iteration 5Q: 3 clusters Score -1271530 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1271859.750000 Penalty: 4634.795898
	Iteration 6Q: 3 clusters Score -1271860 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1272146.500000 Penalty: 4634.795898
	Iteration 7Q: 3 clusters Score -1272146 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1272413.750000 Penalty: 4634.795898
	Iteration 8Q: 3 clusters Score -1272414 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1272646.875000 Penalty: 4634.795898
	Iteration 9Q: 3 clusters Score -1272647 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1272848.125000 Penalty: 4634.795898
	Iteration 10Q: 3 clusters Score -1272848 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1273035.250000 Penalty: 4634.795898
	Iteration 11Q: 3 clusters Score -1273035 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1273168.000000 Penalty: 4634.795898
	Iteration 12Q: 3 clusters Score -1273168 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1273284.750000 Penalty: 4634.795898
	Iteration 13Q: 3 clusters Score -1273285 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1273390.375000 Penalty: 4634.795898
	Iteration 14Q: 3 clusters Score -1273390 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1273477.875000 Penalty: 4634.795898
	Iteration 15Q: 3 clusters Score -1273478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1273559.000000 Penalty: 4634.795898
	Iteration 16Q: 3 clusters Score -1273559 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1273629.125000 Penalty: 4634.795898
	Iteration 17Q: 3 clusters Score -1273629 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1273674.500000 Penalty: 4634.795898
	Iteration 18Q: 3 clusters Score -1273674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1273702.250000 Penalty: 4634.795898
	Iteration 19Q: 3 clusters Score -1273702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1273738.750000 Penalty: 4634.795898
	Iteration 20F: 3 clusters Score -1273739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1273759.875000 Penalty: 4634.795898
	Iteration 21Q: 3 clusters Score -1273760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1273780.000000 Penalty: 4634.795898
	Iteration 22Q: 3 clusters Score -1273780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1273795.750000 Penalty: 4634.795898
	Iteration 23Q: 3 clusters Score -1273796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1273813.500000 Penalty: 4634.795898
	Iteration 24Q: 3 clusters Score -1273814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1273829.250000 Penalty: 4634.795898
	Iteration 25Q: 3 clusters Score -1273829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1273851.000000 Penalty: 4634.795898
	Iteration 26Q: 3 clusters Score -1273851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1273869.125000 Penalty: 4634.795898
	Iteration 27Q: 3 clusters Score -1273869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1273891.500000 Penalty: 4634.795898
	Iteration 28Q: 3 clusters Score -1273892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1273913.625000 Penalty: 4634.795898
	Iteration 29Q: 3 clusters Score -1273914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1273929.375000 Penalty: 4634.795898
	Iteration 30Q: 3 clusters Score -1273929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1273935.625000 Penalty: 4634.795898
	Iteration 31Q: 3 clusters Score -1273936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1273954.625000 Penalty: 4634.795898
	Iteration 32Q: 3 clusters Score -1273955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1273963.875000 Penalty: 4634.795898
	Iteration 33Q: 3 clusters Score -1273964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1273968.000000 Penalty: 4634.795898
	Iteration 34Q: 3 clusters Score -1273968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1273975.875000 Penalty: 4634.795898
	Iteration 35Q: 3 clusters Score -1273976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1273979.875000 Penalty: 4634.795898
	Iteration 36Q: 3 clusters Score -1273980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1273983.000000 Penalty: 4634.795898
	Iteration 37Q: 3 clusters Score -1273983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1273988.375000 Penalty: 4634.795898
	Iteration 38Q: 3 clusters Score -1273988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1273988.250000 Penalty: 4634.795898
	Iteration 39Q: 3 clusters Score -1273988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1273990.375000 Penalty: 4634.795898
	Iteration 40F: 3 clusters Score -1273990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1273993.500000 Penalty: 4634.795898
	Iteration 41Q: 3 clusters Score -1273994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1273997.250000 Penalty: 4634.795898
	Iteration 42Q: 3 clusters Score -1273997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1273998.500000 Penalty: 4634.795898
	Iteration 43Q: 3 clusters Score -1273998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1274002.500000 Penalty: 4634.795898
	Iteration 44Q: 3 clusters Score -1274002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1274003.625000 Penalty: 4634.795898
	Iteration 45Q: 3 clusters Score -1274004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1274003.625000 Penalty: 4634.795898
	Iteration 46Q: 3 clusters Score -1274004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1274009.250000 Penalty: 4634.795898
	Iteration 47Q: 3 clusters Score -1274009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1274008.125000 Penalty: 4634.795898
	Iteration 48Q: 3 clusters Score -1274008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1274008.500000 Penalty: 4634.795898
	Iteration 49Q: 3 clusters Score -1274008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1274013.375000 Penalty: 4634.795898
	Iteration 50Q: 3 clusters Score -1274013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1274012.000000 Penalty: 4634.795898
	Iteration 51Q: 3 clusters Score -1274012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1274011.250000 Penalty: 4634.795898
	Iteration 52Q: 3 clusters Score -1274011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1274012.500000 Penalty: 4634.795898
	Iteration 53Q: 3 clusters Score -1274012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1274011.500000 Penalty: 4634.795898
	Iteration 54Q: 3 clusters Score -1274012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1274013.625000 Penalty: 4634.795898
	Iteration 55Q: 3 clusters Score -1274014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1274014.250000 Penalty: 4634.795898
	Iteration 56Q: 3 clusters Score -1274014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1274015.000000 Penalty: 4634.795898
	Iteration 57Q: 3 clusters Score -1274015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1274016.625000 Penalty: 4634.795898
	Iteration 58Q: 3 clusters Score -1274017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1274015.875000 Penalty: 4634.795898
	Iteration 59Q: 3 clusters Score -1274016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1274015.875000 Penalty: 4634.795898
	Iteration 60F: 3 clusters Score -1274016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -520967.343750 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -520967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -516316.812500 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -516316.8 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -517802.593750 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -517802.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -518438.906250 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -518438.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -519151.562500 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -519151.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -519769.937500 Penalty: 4253.896484
	Iteration 4F: 3 clusters Score -519769.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -520262.656250 Penalty: 4253.896484
	Iteration 5F: 3 clusters Score -520262.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -520636.781250 Penalty: 4253.896484
	Iteration 6F: 3 clusters Score -520636.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -520845.406250 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -520845.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -520941.093750 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -520941.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -520987.562500 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -520987.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -521019.343750 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -521019.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -521040.437500 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -521040.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -521051.093750 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -521051.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -521058.906250 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -521058.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -521064.062500 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -521064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -521066.812500 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -521066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -521069.437500 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -521069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -521070.000000 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -521070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -521071.156250 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -521071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -521071.687500 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -521071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -521073.500000 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -521073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -521075.281250 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -521075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -521075.218750 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -521075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -521075.218750 Penalty: 4253.896484
	Iteration 23F: 3 clusters Score -521075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 3322 members 
Entering Unmasked Estep 
Score: -110912504.000000 Penalty: 147466.703125
Splitting cluster 8 changes total score from -110913128.000000 to -110912504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -269260.843750 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -269260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -266304.218750 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -266304.2 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -266876.343750 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -266876.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267011.562500 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -267011.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267087.812500 Penalty: 3877.342285
	Iteration 3Q: 3 clusters Score -267087.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267139.968750 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -267140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -267180.281250 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -267180.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -267205.687500 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -267205.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -267230.906250 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -267230.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267249.093750 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -267249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -267266.250000 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -267266.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267276.218750 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -267276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -267288.812500 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -267288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267293.593750 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -267293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -267297.468750 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -267297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -267303.218750 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -267303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -267307.593750 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -267307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267308.750000 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -267308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -267310.812500 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -267310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -267312.468750 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -267312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267313.750000 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -267313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -267317.156250 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -267317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -267318.593750 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -267318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -267319.500000 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -267319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267319.656250 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -267319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267319.656250 Penalty: 3877.342285
	Iteration 24F: 3 clusters Score -267319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Entering Unmasked Estep 
Score: -3916753.750000 Penalty: 2597.759033
	Iteration 0F: 2 clusters Score -3916754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3892575.500000 Penalty: 5195.518066
	Iteration 0F: 3 clusters Score -3892576 nChanged 16116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3901894.250000 Penalty: 5195.518066
	Iteration 1F: 3 clusters Score -3901894 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3903141.750000 Penalty: 5195.518066
	Iteration 2F: 3 clusters Score -3903142 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3904547.750000 Penalty: 5195.518066
	Iteration 3F: 3 clusters Score -3904548 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3906018.250000 Penalty: 5195.518066
	Iteration 4F: 3 clusters Score -3906018 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3907507.250000 Penalty: 5195.518066
	Iteration 5F: 3 clusters Score -3907507 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3909226.000000 Penalty: 5195.518066
	Iteration 6F: 3 clusters Score -3909226 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3910961.750000 Penalty: 5195.518066
	Iteration 7F: 3 clusters Score -3910962 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3912665.250000 Penalty: 5195.518066
	Iteration 8F: 3 clusters Score -3912665 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3913935.750000 Penalty: 5195.518066
	Iteration 9Q: 3 clusters Score -3913936 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3914711.750000 Penalty: 5195.518066
	Iteration 10Q: 3 clusters Score -3914712 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3915075.750000 Penalty: 5195.518066
	Iteration 11Q: 3 clusters Score -3915076 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3915262.500000 Penalty: 5195.518066
	Iteration 12Q: 3 clusters Score -3915262 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3915392.000000 Penalty: 5195.518066
	Iteration 13Q: 3 clusters Score -3915392 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3915496.000000 Penalty: 5195.518066
	Iteration 14Q: 3 clusters Score -3915496 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3915577.250000 Penalty: 5195.518066
	Iteration 15Q: 3 clusters Score -3915577 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3915649.000000 Penalty: 5195.518066
	Iteration 16Q: 3 clusters Score -3915649 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3915726.750000 Penalty: 5195.518066
	Iteration 17Q: 3 clusters Score -3915727 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3915796.000000 Penalty: 5195.518066
	Iteration 18Q: 3 clusters Score -3915796 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -3915833.500000 Penalty: 5195.518066
	Iteration 19Q: 3 clusters Score -3915834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3915854.250000 Penalty: 5195.518066
	Iteration 20F: 3 clusters Score -3915854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3915875.250000 Penalty: 5195.518066
	Iteration 21Q: 3 clusters Score -3915875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3915895.500000 Penalty: 5195.518066
	Iteration 22Q: 3 clusters Score -3915896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3915915.750000 Penalty: 5195.518066
	Iteration 23Q: 3 clusters Score -3915916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3915927.500000 Penalty: 5195.518066
	Iteration 24Q: 3 clusters Score -3915928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3915933.750000 Penalty: 5195.518066
	Iteration 25Q: 3 clusters Score -3915934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3915956.000000 Penalty: 5195.518066
	Iteration 26Q: 3 clusters Score -3915956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3915961.000000 Penalty: 5195.518066
	Iteration 27Q: 3 clusters Score -3915961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3915958.250000 Penalty: 5195.518066
	Iteration 28Q: 3 clusters Score -3915958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3915991.000000 Penalty: 5195.518066
	Iteration 29Q: 3 clusters Score -3915991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3915992.500000 Penalty: 5195.518066
	Iteration 30Q: 3 clusters Score -3915992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3916017.750000 Penalty: 5195.518066
	Iteration 31Q: 3 clusters Score -3916018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -3916020.750000 Penalty: 5195.518066
	Iteration 32Q: 3 clusters Score -3916021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3916022.000000 Penalty: 5195.518066
	Iteration 33Q: 3 clusters Score -3916022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3916037.250000 Penalty: 5195.518066
	Iteration 34Q: 3 clusters Score -3916037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3916048.250000 Penalty: 5195.518066
	Iteration 35Q: 3 clusters Score -3916048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -3916064.750000 Penalty: 5195.518066
	Iteration 36Q: 3 clusters Score -3916065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -3916081.250000 Penalty: 5195.518066
	Iteration 37Q: 3 clusters Score -3916081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -3916088.500000 Penalty: 5195.518066
	Iteration 38Q: 3 clusters Score -3916088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3916105.000000 Penalty: 5195.518066
	Iteration 39Q: 3 clusters Score -3916105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -3916114.500000 Penalty: 5195.518066
	Iteration 40F: 3 clusters Score -3916114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3916119.000000 Penalty: 5195.518066
	Iteration 41Q: 3 clusters Score -3916119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3916116.500000 Penalty: 5195.518066
	Iteration 42Q: 3 clusters Score -3916116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3916123.500000 Penalty: 5195.518066
	Iteration 43Q: 3 clusters Score -3916124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3916122.500000 Penalty: 5195.518066
	Iteration 44Q: 3 clusters Score -3916122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3916123.250000 Penalty: 5195.518066
	Iteration 45Q: 3 clusters Score -3916123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3916131.250000 Penalty: 5195.518066
	Iteration 46Q: 3 clusters Score -3916131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -3916131.250000 Penalty: 5195.518066
	Iteration 47Q: 3 clusters Score -3916131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3916138.500000 Penalty: 5195.518066
	Iteration 48Q: 3 clusters Score -3916138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -3916146.250000 Penalty: 5195.518066
	Iteration 49Q: 3 clusters Score -3916146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3916150.000000 Penalty: 5195.518066
	Iteration 50Q: 3 clusters Score -3916150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3916145.000000 Penalty: 5195.518066
	Iteration 51Q: 3 clusters Score -3916145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3916150.250000 Penalty: 5195.518066
	Iteration 52Q: 3 clusters Score -3916150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3916153.750000 Penalty: 5195.518066
	Iteration 53Q: 3 clusters Score -3916154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -3916154.750000 Penalty: 5195.518066
	Iteration 54Q: 3 clusters Score -3916155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3916157.250000 Penalty: 5195.518066
	Iteration 55Q: 3 clusters Score -3916157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3916159.250000 Penalty: 5195.518066
	Iteration 56Q: 3 clusters Score -3916159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3916159.250000 Penalty: 5195.518066
	Iteration 57Q: 3 clusters Score -3916159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3916165.500000 Penalty: 5195.518066
	Iteration 58Q: 3 clusters Score -3916166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3916158.750000 Penalty: 5195.518066
	Iteration 59Q: 3 clusters Score -3916159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3916161.000000 Penalty: 5195.518066
	Iteration 60F: 3 clusters Score -3916161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3916168.000000 Penalty: 5195.518066
	Iteration 61Q: 3 clusters Score -3916168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3916168.000000 Penalty: 5195.518066
	Iteration 62F: 3 clusters Score -3916168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Entering Unmasked Estep 
Score: -5671819.500000 Penalty: 2682.609619
	Iteration 0F: 2 clusters Score -5671820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5638339.000000 Penalty: 5365.219238
	Iteration 0F: 3 clusters Score -5638339 nChanged 22956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -5650767.000000 Penalty: 5365.219238
	Iteration 1F: 3 clusters Score -5650767 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -5651283.000000 Penalty: 5365.219238
	Iteration 2Q: 3 clusters Score -5651283 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5651702.500000 Penalty: 5365.219238
	Iteration 3Q: 3 clusters Score -5651702 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -5652183.500000 Penalty: 5365.219238
	Iteration 4Q: 3 clusters Score -5652184 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -5652633.000000 Penalty: 5365.219238
	Iteration 5Q: 3 clusters Score -5652633 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5653040.000000 Penalty: 5365.219238
	Iteration 6Q: 3 clusters Score -5653040 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5653605.000000 Penalty: 5365.219238
	Iteration 7Q: 3 clusters Score -5653605 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -5654237.500000 Penalty: 5365.219238
	Iteration 8Q: 3 clusters Score -5654238 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5654969.500000 Penalty: 5365.219238
	Iteration 9Q: 3 clusters Score -5654970 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5655927.500000 Penalty: 5365.219238
	Iteration 10Q: 3 clusters Score -5655928 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -5657165.500000 Penalty: 5365.219238
	Iteration 11Q: 3 clusters Score -5657166 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5658828.500000 Penalty: 5365.219238
	Iteration 12F: 3 clusters Score -5658828 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5660758.500000 Penalty: 5365.219238
	Iteration 13F: 3 clusters Score -5660758 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5662724.500000 Penalty: 5365.219238
	Iteration 14F: 3 clusters Score -5662724 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -5664454.500000 Penalty: 5365.219238
	Iteration 15Q: 3 clusters Score -5664454 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -5665879.500000 Penalty: 5365.219238
	Iteration 16Q: 3 clusters Score -5665880 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -5667034.500000 Penalty: 5365.219238
	Iteration 17Q: 3 clusters Score -5667034 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -5667840.500000 Penalty: 5365.219238
	Iteration 18Q: 3 clusters Score -5667840 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -5668402.000000 Penalty: 5365.219238
	Iteration 19Q: 3 clusters Score -5668402 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -5668773.000000 Penalty: 5365.219238
	Iteration 20F: 3 clusters Score -5668773 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -5668992.000000 Penalty: 5365.219238
	Iteration 21Q: 3 clusters Score -5668992 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -5669135.000000 Penalty: 5365.219238
	Iteration 22Q: 3 clusters Score -5669135 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -5669232.000000 Penalty: 5365.219238
	Iteration 23Q: 3 clusters Score -5669232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -5669300.500000 Penalty: 5365.219238
	Iteration 24Q: 3 clusters Score -5669300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -5669341.000000 Penalty: 5365.219238
	Iteration 25Q: 3 clusters Score -5669341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -5669388.500000 Penalty: 5365.219238
	Iteration 26Q: 3 clusters Score -5669388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -5669419.000000 Penalty: 5365.219238
	Iteration 27Q: 3 clusters Score -5669419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -5669457.500000 Penalty: 5365.219238
	Iteration 28Q: 3 clusters Score -5669458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -5669468.000000 Penalty: 5365.219238
	Iteration 29Q: 3 clusters Score -5669468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -5669475.000000 Penalty: 5365.219238
	Iteration 30Q: 3 clusters Score -5669475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -5669483.000000 Penalty: 5365.219238
	Iteration 31Q: 3 clusters Score -5669483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -5669493.000000 Penalty: 5365.219238
	Iteration 32Q: 3 clusters Score -5669493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -5669492.500000 Penalty: 5365.219238
	Iteration 33Q: 3 clusters Score -5669492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -5669492.500000 Penalty: 5365.219238
	Iteration 34F: 3 clusters Score -5669492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -238956.203125 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -238956.2 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 1051 members 
Entering Unmasked Estep 
Score: -236196.578125 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -236196.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -236662.750000 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -236662.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -236807.796875 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -236807.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -236894.593750 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -236894.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -236951.531250 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -236951.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236988.218750 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -236988.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -237010.812500 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -237010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237029.062500 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -237029.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -237049.218750 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -237049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237063.234375 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -237063.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237076.125000 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -237076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237086.781250 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -237086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237093.375000 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -237093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237097.718750 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -237097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237103.015625 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -237103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -237106.500000 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -237106.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -237111.125000 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -237111.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -237114.968750 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -237115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -237116.828125 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -237116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -237118.000000 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -237118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237118.453125 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -237118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -754599.062500 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -754599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -748922.937500 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -748922.9 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -750378.812500 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -750378.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -750719.625000 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -750719.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -750967.687500 Penalty: 4376.383301
	Iteration 3F: 3 clusters Score -750967.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -751179.937500 Penalty: 4376.383301
	Iteration 4F: 3 clusters Score -751179.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -751370.375000 Penalty: 4376.383301
	Iteration 5Q: 3 clusters Score -751370.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -751553.875000 Penalty: 4376.383301
	Iteration 6Q: 3 clusters Score -751553.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -751716.625000 Penalty: 4376.383301
	Iteration 7Q: 3 clusters Score -751716.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -751844.562500 Penalty: 4376.383301
	Iteration 8Q: 3 clusters Score -751844.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -751961.000000 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -751961 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -752063.937500 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -752063.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -752157.937500 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -752157.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -752255.687500 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -752255.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -752343.312500 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -752343.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -752417.437500 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -752417.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -752477.375000 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -752477.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -752516.187500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -752516.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -752545.250000 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -752545.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -752564.187500 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -752564.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -752586.500000 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -752586.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -752605.937500 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -752605.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -752628.562500 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -752628.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -752643.250000 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -752643.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -752665.687500 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -752665.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -752678.750000 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -752678.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -752695.375000 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -752695.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -752703.937500 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -752703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -752711.562500 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -752711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -752717.875000 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -752717.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -752729.500000 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -752729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -752732.437500 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -752732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -752738.500000 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -752738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -752745.375000 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -752745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -752753.937500 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -752753.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -752760.250000 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -752760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -752768.000000 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -752768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -752770.375000 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -752770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -752773.000000 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -752773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -752773.125000 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -752773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -752775.062500 Penalty: 4376.383301
	Iteration 39Q: 3 clusters Score -752775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -752776.625000 Penalty: 4376.383301
	Iteration 40F: 3 clusters Score -752776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -752779.312500 Penalty: 4376.383301
	Iteration 41Q: 3 clusters Score -752779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -752779.937500 Penalty: 4376.383301
	Iteration 42Q: 3 clusters Score -752779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -752782.812500 Penalty: 4376.383301
	Iteration 43Q: 3 clusters Score -752782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -752784.625000 Penalty: 4376.383301
	Iteration 44Q: 3 clusters Score -752784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -752786.625000 Penalty: 4376.383301
	Iteration 45Q: 3 clusters Score -752786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -752790.312500 Penalty: 4376.383301
	Iteration 46Q: 3 clusters Score -752790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -752791.562500 Penalty: 4376.383301
	Iteration 47Q: 3 clusters Score -752791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -752794.437500 Penalty: 4376.383301
	Iteration 48Q: 3 clusters Score -752794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -752796.125000 Penalty: 4376.383301
	Iteration 49Q: 3 clusters Score -752796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -752796.937500 Penalty: 4376.383301
	Iteration 50Q: 3 clusters Score -752796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -752797.687500 Penalty: 4376.383301
	Iteration 51Q: 3 clusters Score -752797.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -752797.687500 Penalty: 4376.383301
	Iteration 52F: 3 clusters Score -752797.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Entering Unmasked Estep 
Score: -4952994.000000 Penalty: 2650.172119
	Iteration 0F: 2 clusters Score -4952994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4923611.500000 Penalty: 5300.344238
	Iteration 0F: 3 clusters Score -4923612 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4934620.500000 Penalty: 5300.344238
	Iteration 1F: 3 clusters Score -4934620 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4935351.000000 Penalty: 5300.344238
	Iteration 2Q: 3 clusters Score -4935351 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4936181.500000 Penalty: 5300.344238
	Iteration 3Q: 3 clusters Score -4936182 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4937105.000000 Penalty: 5300.344238
	Iteration 4Q: 3 clusters Score -4937105 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4938242.500000 Penalty: 5300.344238
	Iteration 5F: 3 clusters Score -4938242 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4939682.500000 Penalty: 5300.344238
	Iteration 6F: 3 clusters Score -4939682 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4941377.500000 Penalty: 5300.344238
	Iteration 7F: 3 clusters Score -4941378 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4943394.500000 Penalty: 5300.344238
	Iteration 8F: 3 clusters Score -4943394 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4945319.000000 Penalty: 5300.344238
	Iteration 9F: 3 clusters Score -4945319 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4947045.500000 Penalty: 5300.344238
	Iteration 10F: 3 clusters Score -4947046 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4948307.000000 Penalty: 5300.344238
	Iteration 11Q: 3 clusters Score -4948307 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4949090.500000 Penalty: 5300.344238
	Iteration 12Q: 3 clusters Score -4949090 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4949599.500000 Penalty: 5300.344238
	Iteration 13Q: 3 clusters Score -4949600 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4950021.000000 Penalty: 5300.344238
	Iteration 14Q: 3 clusters Score -4950021 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4950407.000000 Penalty: 5300.344238
	Iteration 15Q: 3 clusters Score -4950407 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -4950783.500000 Penalty: 5300.344238
	Iteration 16Q: 3 clusters Score -4950784 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4951077.500000 Penalty: 5300.344238
	Iteration 17Q: 3 clusters Score -4951078 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4951358.000000 Penalty: 5300.344238
	Iteration 18Q: 3 clusters Score -4951358 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4951603.000000 Penalty: 5300.344238
	Iteration 19Q: 3 clusters Score -4951603 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4951751.000000 Penalty: 5300.344238
	Iteration 20F: 3 clusters Score -4951751 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4951851.000000 Penalty: 5300.344238
	Iteration 21Q: 3 clusters Score -4951851 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -4951921.000000 Penalty: 5300.344238
	Iteration 22Q: 3 clusters Score -4951921 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -4952006.500000 Penalty: 5300.344238
	Iteration 23Q: 3 clusters Score -4952006 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4952027.500000 Penalty: 5300.344238
	Iteration 24Q: 3 clusters Score -4952028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4952048.000000 Penalty: 5300.344238
	Iteration 25Q: 3 clusters Score -4952048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4952062.000000 Penalty: 5300.344238
	Iteration 26Q: 3 clusters Score -4952062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -4952059.500000 Penalty: 5300.344238
	Iteration 27Q: 3 clusters Score -4952060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -4952076.000000 Penalty: 5300.344238
	Iteration 28Q: 3 clusters Score -4952076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4952078.500000 Penalty: 5300.344238
	Iteration 29Q: 3 clusters Score -4952078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4952074.500000 Penalty: 5300.344238
	Iteration 30Q: 3 clusters Score -4952074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4952086.000000 Penalty: 5300.344238
	Iteration 31Q: 3 clusters Score -4952086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4952101.500000 Penalty: 5300.344238
	Iteration 32Q: 3 clusters Score -4952102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4952095.500000 Penalty: 5300.344238
	Iteration 33Q: 3 clusters Score -4952096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4952099.000000 Penalty: 5300.344238
	Iteration 34Q: 3 clusters Score -4952099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4952104.500000 Penalty: 5300.344238
	Iteration 35Q: 3 clusters Score -4952104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4952102.000000 Penalty: 5300.344238
	Iteration 36Q: 3 clusters Score -4952102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4952105.000000 Penalty: 5300.344238
	Iteration 37Q: 3 clusters Score -4952105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4952112.500000 Penalty: 5300.344238
	Iteration 38Q: 3 clusters Score -4952112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4952114.000000 Penalty: 5300.344238
	Iteration 39Q: 3 clusters Score -4952114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4952114.000000 Penalty: 5300.344238
	Iteration 40F: 3 clusters Score -4952114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -139505.734375 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -139505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137336.359375 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -137336.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -137741.703125 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -137741.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137863.031250 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -137863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137917.703125 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -137917.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -137962.015625 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -137962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -137989.640625 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -137989.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138002.562500 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -138002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -138015.609375 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -138015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -138022.125000 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -138022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138029.859375 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -138029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138040.343750 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -138040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138057.031250 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -138057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -138070.984375 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -138071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138078.375000 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -138078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138080.734375 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -138080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138083.578125 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -138083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138085.500000 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -138085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138086.125000 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -138086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138088.796875 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -138088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138090.500000 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -138090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138092.171875 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -138092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138093.156250 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -138093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138094.000000 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -138094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138096.781250 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -138096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138098.546875 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -138098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138099.484375 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -138099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138099.484375 Penalty: 3577.663818
	Iteration 26F: 3 clusters Score -138099.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Entering Unmasked Estep 
Score: -2921484.000000 Penalty: 2522.206787
	Iteration 0F: 2 clusters Score -2921484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2903506.500000 Penalty: 5044.413574
	Iteration 0F: 3 clusters Score -2903506 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2909832.750000 Penalty: 5044.413574
	Iteration 1F: 3 clusters Score -2909833 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2910480.250000 Penalty: 5044.413574
	Iteration 2F: 3 clusters Score -2910480 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2911384.750000 Penalty: 5044.413574
	Iteration 3F: 3 clusters Score -2911385 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2912669.250000 Penalty: 5044.413574
	Iteration 4F: 3 clusters Score -2912669 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2914262.750000 Penalty: 5044.413574
	Iteration 5F: 3 clusters Score -2914263 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2915848.000000 Penalty: 5044.413574
	Iteration 6F: 3 clusters Score -2915848 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2917103.250000 Penalty: 5044.413574
	Iteration 7F: 3 clusters Score -2917103 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2918021.250000 Penalty: 5044.413574
	Iteration 8F: 3 clusters Score -2918021 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2918648.000000 Penalty: 5044.413574
	Iteration 9Q: 3 clusters Score -2918648 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2919150.500000 Penalty: 5044.413574
	Iteration 10Q: 3 clusters Score -2919150 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2919615.750000 Penalty: 5044.413574
	Iteration 11Q: 3 clusters Score -2919616 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2920150.250000 Penalty: 5044.413574
	Iteration 12Q: 3 clusters Score -2920150 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2920667.750000 Penalty: 5044.413574
	Iteration 13Q: 3 clusters Score -2920668 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2921128.000000 Penalty: 5044.413574
	Iteration 14Q: 3 clusters Score -2921128 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2921421.500000 Penalty: 5044.413574
	Iteration 15Q: 3 clusters Score -2921422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2921531.750000 Penalty: 5044.413574
	Iteration 16Q: 3 clusters Score -2921532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2921571.000000 Penalty: 5044.413574
	Iteration 17Q: 3 clusters Score -2921571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2921607.750000 Penalty: 5044.413574
	Iteration 18Q: 3 clusters Score -2921608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2921621.000000 Penalty: 5044.413574
	Iteration 19Q: 3 clusters Score -2921621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2921618.750000 Penalty: 5044.413574
	Iteration 20F: 3 clusters Score -2921619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2921624.750000 Penalty: 5044.413574
	Iteration 21Q: 3 clusters Score -2921625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2921623.500000 Penalty: 5044.413574
	Iteration 22Q: 3 clusters Score -2921624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2921628.250000 Penalty: 5044.413574
	Iteration 23Q: 3 clusters Score -2921628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2921626.750000 Penalty: 5044.413574
	Iteration 24Q: 3 clusters Score -2921627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2921626.500000 Penalty: 5044.413574
	Iteration 25Q: 3 clusters Score -2921626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2921626.750000 Penalty: 5044.413574
	Iteration 26Q: 3 clusters Score -2921627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2921624.500000 Penalty: 5044.413574
	Iteration 27Q: 3 clusters Score -2921624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2921628.000000 Penalty: 5044.413574
	Iteration 28Q: 3 clusters Score -2921628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2921622.500000 Penalty: 5044.413574
	Iteration 29Q: 3 clusters Score -2921622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2921622.500000 Penalty: 5044.413574
	Iteration 30F: 3 clusters Score -2921622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 22219 members 
Entering Unmasked Estep 
Score: -110913088.000000 Penalty: 147466.703125
Splitting cluster 16 changes total score from -110913128.000000 to -110913088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -1135621.750000 Penalty: 2294.748047
	Iteration 0F: 2 clusters Score -1135622 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 5270 members 
Entering Unmasked Estep 
Score: -1127750.500000 Penalty: 4589.496094
	Iteration 0F: 3 clusters Score -1127750 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1130244.125000 Penalty: 4589.496094
	Iteration 1F: 3 clusters Score -1130244 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1130614.250000 Penalty: 4589.496094
	Iteration 2F: 3 clusters Score -1130614 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1130907.875000 Penalty: 4589.496094
	Iteration 3F: 3 clusters Score -1130908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1131169.750000 Penalty: 4589.496094
	Iteration 4Q: 3 clusters Score -1131170 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1131419.125000 Penalty: 4589.496094
	Iteration 5Q: 3 clusters Score -1131419 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1131663.250000 Penalty: 4589.496094
	Iteration 6Q: 3 clusters Score -1131663 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1131909.125000 Penalty: 4589.496094
	Iteration 7Q: 3 clusters Score -1131909 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1132137.875000 Penalty: 4589.496094
	Iteration 8Q: 3 clusters Score -1132138 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1132366.625000 Penalty: 4589.496094
	Iteration 9Q: 3 clusters Score -1132367 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1132610.500000 Penalty: 4589.496094
	Iteration 10Q: 3 clusters Score -1132610 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1132853.125000 Penalty: 4589.496094
	Iteration 11Q: 3 clusters Score -1132853 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1133060.625000 Penalty: 4589.496094
	Iteration 12Q: 3 clusters Score -1133061 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1133198.125000 Penalty: 4589.496094
	Iteration 13Q: 3 clusters Score -1133198 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1133302.250000 Penalty: 4589.496094
	Iteration 14Q: 3 clusters Score -1133302 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1133383.875000 Penalty: 4589.496094
	Iteration 15Q: 3 clusters Score -1133384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1133445.375000 Penalty: 4589.496094
	Iteration 16Q: 3 clusters Score -1133445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1133507.875000 Penalty: 4589.496094
	Iteration 17Q: 3 clusters Score -1133508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1133549.875000 Penalty: 4589.496094
	Iteration 18Q: 3 clusters Score -1133550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1133585.750000 Penalty: 4589.496094
	Iteration 19Q: 3 clusters Score -1133586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1133607.250000 Penalty: 4589.496094
	Iteration 20F: 3 clusters Score -1133607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1133627.250000 Penalty: 4589.496094
	Iteration 21Q: 3 clusters Score -1133627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1133652.875000 Penalty: 4589.496094
	Iteration 22Q: 3 clusters Score -1133653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1133664.000000 Penalty: 4589.496094
	Iteration 23Q: 3 clusters Score -1133664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1133675.750000 Penalty: 4589.496094
	Iteration 24Q: 3 clusters Score -1133676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1133682.875000 Penalty: 4589.496094
	Iteration 25Q: 3 clusters Score -1133683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1133688.625000 Penalty: 4589.496094
	Iteration 26Q: 3 clusters Score -1133689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1133695.625000 Penalty: 4589.496094
	Iteration 27Q: 3 clusters Score -1133696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1133696.375000 Penalty: 4589.496094
	Iteration 28Q: 3 clusters Score -1133696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1133700.250000 Penalty: 4589.496094
	Iteration 29Q: 3 clusters Score -1133700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1133704.125000 Penalty: 4589.496094
	Iteration 30Q: 3 clusters Score -1133704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1133706.625000 Penalty: 4589.496094
	Iteration 31Q: 3 clusters Score -1133707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1133711.125000 Penalty: 4589.496094
	Iteration 32Q: 3 clusters Score -1133711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1133715.125000 Penalty: 4589.496094
	Iteration 33Q: 3 clusters Score -1133715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1133716.875000 Penalty: 4589.496094
	Iteration 34Q: 3 clusters Score -1133717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1133724.750000 Penalty: 4589.496094
	Iteration 35Q: 3 clusters Score -1133725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1133731.750000 Penalty: 4589.496094
	Iteration 36Q: 3 clusters Score -1133732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1133737.875000 Penalty: 4589.496094
	Iteration 37Q: 3 clusters Score -1133738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1133739.875000 Penalty: 4589.496094
	Iteration 38Q: 3 clusters Score -1133740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1133742.125000 Penalty: 4589.496094
	Iteration 39Q: 3 clusters Score -1133742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1133743.375000 Penalty: 4589.496094
	Iteration 40F: 3 clusters Score -1133743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1133749.250000 Penalty: 4589.496094
	Iteration 41Q: 3 clusters Score -1133749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1133753.375000 Penalty: 4589.496094
	Iteration 42Q: 3 clusters Score -1133753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1133755.500000 Penalty: 4589.496094
	Iteration 43Q: 3 clusters Score -1133756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1133755.000000 Penalty: 4589.496094
	Iteration 44Q: 3 clusters Score -1133755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1133758.750000 Penalty: 4589.496094
	Iteration 45Q: 3 clusters Score -1133759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1133758.125000 Penalty: 4589.496094
	Iteration 46Q: 3 clusters Score -1133758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1133761.125000 Penalty: 4589.496094
	Iteration 47Q: 3 clusters Score -1133761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1133760.875000 Penalty: 4589.496094
	Iteration 48Q: 3 clusters Score -1133761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1133760.125000 Penalty: 4589.496094
	Iteration 49Q: 3 clusters Score -1133760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1133760.875000 Penalty: 4589.496094
	Iteration 50Q: 3 clusters Score -1133761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1133760.625000 Penalty: 4589.496094
	Iteration 51Q: 3 clusters Score -1133761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1133760.750000 Penalty: 4589.496094
	Iteration 52Q: 3 clusters Score -1133761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1133760.750000 Penalty: 4589.496094
	Iteration 53F: 3 clusters Score -1133761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -16508.308594 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -16508.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15417.875977 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -15417.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15534.999023 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15570.426758 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15570.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15706.384766 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15706.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15734.647461 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15734.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15747.260742 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -15747.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15747.260742 Penalty: 2610.294189
	Iteration 6F: 3 clusters Score -15747.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1096519.875000 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -1096520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1088894.625000 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -1088895 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1091116.875000 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -1091117 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1091423.000000 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -1091423 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1091641.250000 Penalty: 4561.234863
	Iteration 3Q: 3 clusters Score -1091641 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1091872.875000 Penalty: 4561.234863
	Iteration 4Q: 3 clusters Score -1091873 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1092101.125000 Penalty: 4561.234863
	Iteration 5Q: 3 clusters Score -1092101 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1092374.625000 Penalty: 4561.234863
	Iteration 6Q: 3 clusters Score -1092375 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1092722.125000 Penalty: 4561.234863
	Iteration 7Q: 3 clusters Score -1092722 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1093131.250000 Penalty: 4561.234863
	Iteration 8F: 3 clusters Score -1093131 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1093602.500000 Penalty: 4561.234863
	Iteration 9F: 3 clusters Score -1093602 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1094063.750000 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -1094064 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1094501.125000 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -1094501 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1094931.750000 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -1094932 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1095157.750000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -1095158 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1095283.750000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -1095284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1095335.625000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -1095336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1095364.000000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -1095364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1095382.875000 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -1095383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1095393.750000 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -1095394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1095398.500000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -1095398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1095402.875000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -1095403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1095404.500000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -1095404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1095407.000000 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -1095407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1095407.875000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -1095408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1095407.750000 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -1095408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1095408.750000 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -1095409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1095407.875000 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -1095408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1095409.125000 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -1095409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1095410.375000 Penalty: 4561.234863
	Iteration 28Q: 3 clusters Score -1095410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1095410.375000 Penalty: 4561.234863
	Iteration 29F: 3 clusters Score -1095410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (102538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Entering Unmasked Estep 
Score: -11613968.000000 Penalty: 2861.421143
	Iteration 0F: 2 clusters Score -1.161397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -11545573.000000 Penalty: 5722.842285
	Iteration 0F: 3 clusters Score -1.154557e+07 nChanged 48370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -11572831.000000 Penalty: 5722.842285
	Iteration 1F: 3 clusters Score -1.157283e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -11573282.000000 Penalty: 5722.842285
	Iteration 2Q: 3 clusters Score -1.157328e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -11574054.000000 Penalty: 5722.842285
	Iteration 3Q: 3 clusters Score -1.157405e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -11575164.000000 Penalty: 5722.842285
	Iteration 4Q: 3 clusters Score -1.157516e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -11576878.000000 Penalty: 5722.842285
	Iteration 5Q: 3 clusters Score -1.157688e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -11580153.000000 Penalty: 5722.842285
	Iteration 6F: 3 clusters Score -1.158015e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -11586088.000000 Penalty: 5722.842285
	Iteration 7F: 3 clusters Score -1.158609e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -11594914.000000 Penalty: 5722.842285
	Iteration 8F: 3 clusters Score -1.159491e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -11603815.000000 Penalty: 5722.842285
	Iteration 9F: 3 clusters Score -1.160382e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -11608906.000000 Penalty: 5722.842285
	Iteration 10Q: 3 clusters Score -1.160891e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11610598.000000 Penalty: 5722.842285
	Iteration 11Q: 3 clusters Score -1.16106e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11611135.000000 Penalty: 5722.842285
	Iteration 12Q: 3 clusters Score -1.161114e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11611287.000000 Penalty: 5722.842285
	Iteration 13Q: 3 clusters Score -1.161129e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11611361.000000 Penalty: 5722.842285
	Iteration 14Q: 3 clusters Score -1.161136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11611412.000000 Penalty: 5722.842285
	Iteration 15Q: 3 clusters Score -1.161141e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11611465.000000 Penalty: 5722.842285
	Iteration 16Q: 3 clusters Score -1.161146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11611482.000000 Penalty: 5722.842285
	Iteration 17Q: 3 clusters Score -1.161148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11611501.000000 Penalty: 5722.842285
	Iteration 18Q: 3 clusters Score -1.16115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11611499.000000 Penalty: 5722.842285
	Iteration 19Q: 3 clusters Score -1.16115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11611503.000000 Penalty: 5722.842285
	Iteration 20F: 3 clusters Score -1.16115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11611503.000000 Penalty: 5722.842285
	Iteration 21Q: 3 clusters Score -1.16115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11611506.000000 Penalty: 5722.842285
	Iteration 22Q: 3 clusters Score -1.161151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11611506.000000 Penalty: 5722.842285
	Iteration 23Q: 3 clusters Score -1.161151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11611506.000000 Penalty: 5722.842285
	Iteration 24F: 3 clusters Score -1.161151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -256423.484375 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -256423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -253616.000000 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -253616 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -254130.203125 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -254130.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -254239.578125 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -254239.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -254307.593750 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -254307.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254369.171875 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -254369.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -254481.937500 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -254481.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -254728.453125 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -254728.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -255382.531250 Penalty: 3837.208252
	Iteration 7F: 3 clusters Score -255382.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -255932.421875 Penalty: 3837.208252
	Iteration 8F: 3 clusters Score -255932.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -256258.015625 Penalty: 3837.208252
	Iteration 9F: 3 clusters Score -256258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -256538.125000 Penalty: 3837.208252
	Iteration 10F: 3 clusters Score -256538.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -256793.000000 Penalty: 3837.208252
	Iteration 11F: 3 clusters Score -256793 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -257037.406250 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -257037.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -257296.968750 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -257297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -257382.765625 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -257382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -257392.359375 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -257392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -257396.031250 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -257396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -257396.031250 Penalty: 3837.208252
	Iteration 17F: 3 clusters Score -257396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 537 members 
Entering Unmasked Estep 
Score: -110913280.000000 Penalty: 147466.703125
Splitting cluster 21 changes total score from -110913128.000000 to -110913280.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (24657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Entering Unmasked Estep 
Score: -2835492.500000 Penalty: 2507.978271
	Iteration 0F: 2 clusters Score -2835492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2818521.500000 Penalty: 5015.956543
	Iteration 0F: 3 clusters Score -2818522 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2824483.500000 Penalty: 5015.956543
	Iteration 1F: 3 clusters Score -2824484 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2825111.500000 Penalty: 5015.956543
	Iteration 2F: 3 clusters Score -2825112 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2825780.750000 Penalty: 5015.956543
	Iteration 3F: 3 clusters Score -2825781 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2826549.250000 Penalty: 5015.956543
	Iteration 4F: 3 clusters Score -2826549 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2827537.500000 Penalty: 5015.956543
	Iteration 5F: 3 clusters Score -2827538 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2828767.250000 Penalty: 5015.956543
	Iteration 6F: 3 clusters Score -2828767 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2830074.500000 Penalty: 5015.956543
	Iteration 7F: 3 clusters Score -2830074 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2831283.000000 Penalty: 5015.956543
	Iteration 8F: 3 clusters Score -2831283 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2832173.250000 Penalty: 5015.956543
	Iteration 9Q: 3 clusters Score -2832173 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2832658.750000 Penalty: 5015.956543
	Iteration 10Q: 3 clusters Score -2832659 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2832947.750000 Penalty: 5015.956543
	Iteration 11Q: 3 clusters Score -2832948 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2833134.250000 Penalty: 5015.956543
	Iteration 12Q: 3 clusters Score -2833134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2833262.750000 Penalty: 5015.956543
	Iteration 13Q: 3 clusters Score -2833263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2833344.750000 Penalty: 5015.956543
	Iteration 14Q: 3 clusters Score -2833345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2833397.250000 Penalty: 5015.956543
	Iteration 15Q: 3 clusters Score -2833397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2833435.500000 Penalty: 5015.956543
	Iteration 16Q: 3 clusters Score -2833436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2833461.000000 Penalty: 5015.956543
	Iteration 17Q: 3 clusters Score -2833461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2833476.250000 Penalty: 5015.956543
	Iteration 18Q: 3 clusters Score -2833476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2833485.500000 Penalty: 5015.956543
	Iteration 19Q: 3 clusters Score -2833486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2833494.000000 Penalty: 5015.956543
	Iteration 20F: 3 clusters Score -2833494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2833502.500000 Penalty: 5015.956543
	Iteration 21Q: 3 clusters Score -2833502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2833510.250000 Penalty: 5015.956543
	Iteration 22Q: 3 clusters Score -2833510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2833513.000000 Penalty: 5015.956543
	Iteration 23Q: 3 clusters Score -2833513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2833517.500000 Penalty: 5015.956543
	Iteration 24Q: 3 clusters Score -2833518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2833516.750000 Penalty: 5015.956543
	Iteration 25Q: 3 clusters Score -2833517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2833520.250000 Penalty: 5015.956543
	Iteration 26Q: 3 clusters Score -2833520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2833522.250000 Penalty: 5015.956543
	Iteration 27Q: 3 clusters Score -2833522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2833528.500000 Penalty: 5015.956543
	Iteration 28Q: 3 clusters Score -2833528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2833526.750000 Penalty: 5015.956543
	Iteration 29Q: 3 clusters Score -2833527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2833528.250000 Penalty: 5015.956543
	Iteration 30Q: 3 clusters Score -2833528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2833530.000000 Penalty: 5015.956543
	Iteration 31Q: 3 clusters Score -2833530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2833530.000000 Penalty: 5015.956543
	Iteration 32F: 3 clusters Score -2833530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Entering Unmasked Estep 
Score: -2660061.500000 Penalty: 2491.436523
	Iteration 0F: 2 clusters Score -2660062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2643926.750000 Penalty: 4982.873047
	Iteration 0F: 3 clusters Score -2643927 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2649331.000000 Penalty: 4982.873047
	Iteration 1F: 3 clusters Score -2649331 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2649714.250000 Penalty: 4982.873047
	Iteration 2Q: 3 clusters Score -2649714 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2650042.750000 Penalty: 4982.873047
	Iteration 3Q: 3 clusters Score -2650043 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2650273.500000 Penalty: 4982.873047
	Iteration 4Q: 3 clusters Score -2650274 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2650504.250000 Penalty: 4982.873047
	Iteration 5Q: 3 clusters Score -2650504 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2650683.750000 Penalty: 4982.873047
	Iteration 6Q: 3 clusters Score -2650684 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2650881.250000 Penalty: 4982.873047
	Iteration 7Q: 3 clusters Score -2650881 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2651057.750000 Penalty: 4982.873047
	Iteration 8Q: 3 clusters Score -2651058 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2651215.000000 Penalty: 4982.873047
	Iteration 9Q: 3 clusters Score -2651215 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2651363.250000 Penalty: 4982.873047
	Iteration 10Q: 3 clusters Score -2651363 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2651555.500000 Penalty: 4982.873047
	Iteration 11Q: 3 clusters Score -2651556 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2651817.750000 Penalty: 4982.873047
	Iteration 12Q: 3 clusters Score -2651818 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2652135.750000 Penalty: 4982.873047
	Iteration 13Q: 3 clusters Score -2652136 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2652610.250000 Penalty: 4982.873047
	Iteration 14Q: 3 clusters Score -2652610 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2653214.500000 Penalty: 4982.873047
	Iteration 15Q: 3 clusters Score -2653214 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2653931.000000 Penalty: 4982.873047
	Iteration 16Q: 3 clusters Score -2653931 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2654659.500000 Penalty: 4982.873047
	Iteration 17Q: 3 clusters Score -2654660 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2655300.000000 Penalty: 4982.873047
	Iteration 18Q: 3 clusters Score -2655300 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2655764.250000 Penalty: 4982.873047
	Iteration 19Q: 3 clusters Score -2655764 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2656098.000000 Penalty: 4982.873047
	Iteration 20F: 3 clusters Score -2656098 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2656321.250000 Penalty: 4982.873047
	Iteration 21Q: 3 clusters Score -2656321 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2656506.250000 Penalty: 4982.873047
	Iteration 22Q: 3 clusters Score -2656506 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2656668.250000 Penalty: 4982.873047
	Iteration 23Q: 3 clusters Score -2656668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2656796.750000 Penalty: 4982.873047
	Iteration 24Q: 3 clusters Score -2656797 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2656922.500000 Penalty: 4982.873047
	Iteration 25Q: 3 clusters Score -2656922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2657034.000000 Penalty: 4982.873047
	Iteration 26Q: 3 clusters Score -2657034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2657136.000000 Penalty: 4982.873047
	Iteration 27Q: 3 clusters Score -2657136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2657232.000000 Penalty: 4982.873047
	Iteration 28Q: 3 clusters Score -2657232 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2657330.250000 Penalty: 4982.873047
	Iteration 29Q: 3 clusters Score -2657330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2657404.000000 Penalty: 4982.873047
	Iteration 30Q: 3 clusters Score -2657404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2657467.000000 Penalty: 4982.873047
	Iteration 31Q: 3 clusters Score -2657467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2657523.500000 Penalty: 4982.873047
	Iteration 32Q: 3 clusters Score -2657524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2657565.250000 Penalty: 4982.873047
	Iteration 33Q: 3 clusters Score -2657565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2657605.500000 Penalty: 4982.873047
	Iteration 34Q: 3 clusters Score -2657606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2657647.000000 Penalty: 4982.873047
	Iteration 35Q: 3 clusters Score -2657647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2657677.500000 Penalty: 4982.873047
	Iteration 36Q: 3 clusters Score -2657678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2657707.500000 Penalty: 4982.873047
	Iteration 37Q: 3 clusters Score -2657708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2657731.250000 Penalty: 4982.873047
	Iteration 38Q: 3 clusters Score -2657731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2657750.000000 Penalty: 4982.873047
	Iteration 39Q: 3 clusters Score -2657750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2657762.250000 Penalty: 4982.873047
	Iteration 40F: 3 clusters Score -2657762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2657766.250000 Penalty: 4982.873047
	Iteration 41Q: 3 clusters Score -2657766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2657781.250000 Penalty: 4982.873047
	Iteration 42Q: 3 clusters Score -2657781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2657789.000000 Penalty: 4982.873047
	Iteration 43Q: 3 clusters Score -2657789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2657796.000000 Penalty: 4982.873047
	Iteration 44Q: 3 clusters Score -2657796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2657801.000000 Penalty: 4982.873047
	Iteration 45Q: 3 clusters Score -2657801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2657802.500000 Penalty: 4982.873047
	Iteration 46Q: 3 clusters Score -2657802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2657808.000000 Penalty: 4982.873047
	Iteration 47Q: 3 clusters Score -2657808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2657826.750000 Penalty: 4982.873047
	Iteration 48Q: 3 clusters Score -2657827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2657834.500000 Penalty: 4982.873047
	Iteration 49Q: 3 clusters Score -2657834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2657840.000000 Penalty: 4982.873047
	Iteration 50Q: 3 clusters Score -2657840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2657849.250000 Penalty: 4982.873047
	Iteration 51Q: 3 clusters Score -2657849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2657855.000000 Penalty: 4982.873047
	Iteration 52Q: 3 clusters Score -2657855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2657858.500000 Penalty: 4982.873047
	Iteration 53Q: 3 clusters Score -2657858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2657864.750000 Penalty: 4982.873047
	Iteration 54Q: 3 clusters Score -2657865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2657863.000000 Penalty: 4982.873047
	Iteration 55Q: 3 clusters Score -2657863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2657864.000000 Penalty: 4982.873047
	Iteration 56Q: 3 clusters Score -2657864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2657869.000000 Penalty: 4982.873047
	Iteration 57Q: 3 clusters Score -2657869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2657870.500000 Penalty: 4982.873047
	Iteration 58Q: 3 clusters Score -2657870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2657870.750000 Penalty: 4982.873047
	Iteration 59Q: 3 clusters Score -2657871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2657869.750000 Penalty: 4982.873047
	Iteration 60F: 3 clusters Score -2657870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2657869.250000 Penalty: 4982.873047
	Iteration 61Q: 3 clusters Score -2657869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2657870.750000 Penalty: 4982.873047
	Iteration 62Q: 3 clusters Score -2657871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2657874.500000 Penalty: 4982.873047
	Iteration 63Q: 3 clusters Score -2657874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2657874.500000 Penalty: 4982.873047
	Iteration 64F: 3 clusters Score -2657874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Entering Unmasked Estep 
Score: -3718558.250000 Penalty: 2601.594727
	Iteration 0F: 2 clusters Score -3718558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3694030.750000 Penalty: 5203.189453
	Iteration 0F: 3 clusters Score -3694031 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3703434.250000 Penalty: 5203.189453
	Iteration 1F: 3 clusters Score -3703434 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3704337.750000 Penalty: 5203.189453
	Iteration 2F: 3 clusters Score -3704338 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3705336.250000 Penalty: 5203.189453
	Iteration 3F: 3 clusters Score -3705336 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3706327.750000 Penalty: 5203.189453
	Iteration 4F: 3 clusters Score -3706328 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3707372.000000 Penalty: 5203.189453
	Iteration 5F: 3 clusters Score -3707372 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3708434.750000 Penalty: 5203.189453
	Iteration 6F: 3 clusters Score -3708435 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3709539.000000 Penalty: 5203.189453
	Iteration 7F: 3 clusters Score -3709539 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3710769.750000 Penalty: 5203.189453
	Iteration 8F: 3 clusters Score -3710770 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3712077.500000 Penalty: 5203.189453
	Iteration 9Q: 3 clusters Score -3712078 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3713586.250000 Penalty: 5203.189453
	Iteration 10Q: 3 clusters Score -3713586 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3715030.500000 Penalty: 5203.189453
	Iteration 11Q: 3 clusters Score -3715030 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3716007.000000 Penalty: 5203.189453
	Iteration 12Q: 3 clusters Score -3716007 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3716504.000000 Penalty: 5203.189453
	Iteration 13Q: 3 clusters Score -3716504 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3716770.000000 Penalty: 5203.189453
	Iteration 14Q: 3 clusters Score -3716770 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3716934.500000 Penalty: 5203.189453
	Iteration 15Q: 3 clusters Score -3716934 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3717045.250000 Penalty: 5203.189453
	Iteration 16Q: 3 clusters Score -3717045 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3717134.000000 Penalty: 5203.189453
	Iteration 17Q: 3 clusters Score -3717134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3717203.500000 Penalty: 5203.189453
	Iteration 18Q: 3 clusters Score -3717204 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3717268.000000 Penalty: 5203.189453
	Iteration 19Q: 3 clusters Score -3717268 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3717341.500000 Penalty: 5203.189453
	Iteration 20F: 3 clusters Score -3717342 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3717390.000000 Penalty: 5203.189453
	Iteration 21Q: 3 clusters Score -3717390 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3717442.250000 Penalty: 5203.189453
	Iteration 22Q: 3 clusters Score -3717442 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3717497.000000 Penalty: 5203.189453
	Iteration 23Q: 3 clusters Score -3717497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3717540.500000 Penalty: 5203.189453
	Iteration 24Q: 3 clusters Score -3717540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3717577.500000 Penalty: 5203.189453
	Iteration 25Q: 3 clusters Score -3717578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3717627.000000 Penalty: 5203.189453
	Iteration 26Q: 3 clusters Score -3717627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3717639.250000 Penalty: 5203.189453
	Iteration 27Q: 3 clusters Score -3717639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3717670.750000 Penalty: 5203.189453
	Iteration 28Q: 3 clusters Score -3717671 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3717687.750000 Penalty: 5203.189453
	Iteration 29Q: 3 clusters Score -3717688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3717710.750000 Penalty: 5203.189453
	Iteration 30Q: 3 clusters Score -3717711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3717731.000000 Penalty: 5203.189453
	Iteration 31Q: 3 clusters Score -3717731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3717745.250000 Penalty: 5203.189453
	Iteration 32Q: 3 clusters Score -3717745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3717761.750000 Penalty: 5203.189453
	Iteration 33Q: 3 clusters Score -3717762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3717770.250000 Penalty: 5203.189453
	Iteration 34Q: 3 clusters Score -3717770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3717780.000000 Penalty: 5203.189453
	Iteration 35Q: 3 clusters Score -3717780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3717784.500000 Penalty: 5203.189453
	Iteration 36Q: 3 clusters Score -3717784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3717799.250000 Penalty: 5203.189453
	Iteration 37Q: 3 clusters Score -3717799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3717798.500000 Penalty: 5203.189453
	Iteration 38Q: 3 clusters Score -3717798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3717806.500000 Penalty: 5203.189453
	Iteration 39Q: 3 clusters Score -3717806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3717808.500000 Penalty: 5203.189453
	Iteration 40F: 3 clusters Score -3717808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3717810.500000 Penalty: 5203.189453
	Iteration 41Q: 3 clusters Score -3717810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3717809.750000 Penalty: 5203.189453
	Iteration 42Q: 3 clusters Score -3717810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3717821.250000 Penalty: 5203.189453
	Iteration 43Q: 3 clusters Score -3717821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3717832.500000 Penalty: 5203.189453
	Iteration 44Q: 3 clusters Score -3717832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3717827.250000 Penalty: 5203.189453
	Iteration 45Q: 3 clusters Score -3717827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3717826.250000 Penalty: 5203.189453
	Iteration 46Q: 3 clusters Score -3717826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3717830.500000 Penalty: 5203.189453
	Iteration 47Q: 3 clusters Score -3717830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3717830.250000 Penalty: 5203.189453
	Iteration 48Q: 3 clusters Score -3717830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3717833.000000 Penalty: 5203.189453
	Iteration 49Q: 3 clusters Score -3717833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3717833.750000 Penalty: 5203.189453
	Iteration 50Q: 3 clusters Score -3717834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3717835.750000 Penalty: 5203.189453
	Iteration 51Q: 3 clusters Score -3717836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3717838.250000 Penalty: 5203.189453
	Iteration 52Q: 3 clusters Score -3717838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3717845.750000 Penalty: 5203.189453
	Iteration 53Q: 3 clusters Score -3717846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3717848.000000 Penalty: 5203.189453
	Iteration 54Q: 3 clusters Score -3717848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3717840.000000 Penalty: 5203.189453
	Iteration 55Q: 3 clusters Score -3717840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3717842.250000 Penalty: 5203.189453
	Iteration 56Q: 3 clusters Score -3717842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3717848.000000 Penalty: 5203.189453
	Iteration 57Q: 3 clusters Score -3717848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3717850.250000 Penalty: 5203.189453
	Iteration 58Q: 3 clusters Score -3717850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3717848.500000 Penalty: 5203.189453
	Iteration 59Q: 3 clusters Score -3717848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3717845.250000 Penalty: 5203.189453
	Iteration 60F: 3 clusters Score -3717845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3717847.750000 Penalty: 5203.189453
	Iteration 61Q: 3 clusters Score -3717848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3717840.250000 Penalty: 5203.189453
	Iteration 62Q: 3 clusters Score -3717840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3717844.000000 Penalty: 5203.189453
	Iteration 63Q: 3 clusters Score -3717844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3717847.250000 Penalty: 5203.189453
	Iteration 64Q: 3 clusters Score -3717847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3717847.250000 Penalty: 5203.189453
	Iteration 65Q: 3 clusters Score -3717847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3717852.250000 Penalty: 5203.189453
	Iteration 66Q: 3 clusters Score -3717852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3717847.000000 Penalty: 5203.189453
	Iteration 67Q: 3 clusters Score -3717847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3717855.000000 Penalty: 5203.189453
	Iteration 68Q: 3 clusters Score -3717855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3717850.750000 Penalty: 5203.189453
	Iteration 69Q: 3 clusters Score -3717851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3717851.250000 Penalty: 5203.189453
	Iteration 70Q: 3 clusters Score -3717851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3717853.500000 Penalty: 5203.189453
	Iteration 71Q: 3 clusters Score -3717854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3717856.750000 Penalty: 5203.189453
	Iteration 72Q: 3 clusters Score -3717857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3717856.750000 Penalty: 5203.189453
	Iteration 73Q: 3 clusters Score -3717857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3717855.500000 Penalty: 5203.189453
	Iteration 74Q: 3 clusters Score -3717856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3717854.000000 Penalty: 5203.189453
	Iteration 75Q: 3 clusters Score -3717854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3717856.250000 Penalty: 5203.189453
	Iteration 76Q: 3 clusters Score -3717856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3717855.250000 Penalty: 5203.189453
	Iteration 77Q: 3 clusters Score -3717855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3717856.500000 Penalty: 5203.189453
	Iteration 78Q: 3 clusters Score -3717856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3717859.000000 Penalty: 5203.189453
	Iteration 79Q: 3 clusters Score -3717859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3717857.500000 Penalty: 5203.189453
	Iteration 80F: 3 clusters Score -3717858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3717853.500000 Penalty: 5203.189453
	Iteration 81Q: 3 clusters Score -3717854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3717856.750000 Penalty: 5203.189453
	Iteration 82Q: 3 clusters Score -3717857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3717859.250000 Penalty: 5203.189453
	Iteration 83Q: 3 clusters Score -3717859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3717857.500000 Penalty: 5203.189453
	Iteration 84Q: 3 clusters Score -3717858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3717857.500000 Penalty: 5203.189453
	Iteration 85F: 3 clusters Score -3717858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Entering Unmasked Estep 
Score: -1595455.625000 Penalty: 2372.381836
	Iteration 0F: 2 clusters Score -1595456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1585124.750000 Penalty: 4744.763672
	Iteration 0F: 3 clusters Score -1585125 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1588365.625000 Penalty: 4744.763672
	Iteration 1F: 3 clusters Score -1588366 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1588743.875000 Penalty: 4744.763672
	Iteration 2F: 3 clusters Score -1588744 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1588985.125000 Penalty: 4744.763672
	Iteration 3Q: 3 clusters Score -1588985 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1589174.125000 Penalty: 4744.763672
	Iteration 4Q: 3 clusters Score -1589174 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1589339.625000 Penalty: 4744.763672
	Iteration 5Q: 3 clusters Score -1589340 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1589528.000000 Penalty: 4744.763672
	Iteration 6Q: 3 clusters Score -1589528 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1589731.125000 Penalty: 4744.763672
	Iteration 7Q: 3 clusters Score -1589731 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1589959.875000 Penalty: 4744.763672
	Iteration 8Q: 3 clusters Score -1589960 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1590214.250000 Penalty: 4744.763672
	Iteration 9Q: 3 clusters Score -1590214 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1590504.500000 Penalty: 4744.763672
	Iteration 10Q: 3 clusters Score -1590504 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1590879.375000 Penalty: 4744.763672
	Iteration 11Q: 3 clusters Score -1590879 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1591313.875000 Penalty: 4744.763672
	Iteration 12Q: 3 clusters Score -1591314 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1591766.375000 Penalty: 4744.763672
	Iteration 13Q: 3 clusters Score -1591766 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1592149.625000 Penalty: 4744.763672
	Iteration 14Q: 3 clusters Score -1592150 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1592459.875000 Penalty: 4744.763672
	Iteration 15Q: 3 clusters Score -1592460 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1592696.625000 Penalty: 4744.763672
	Iteration 16Q: 3 clusters Score -1592697 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1592900.750000 Penalty: 4744.763672
	Iteration 17Q: 3 clusters Score -1592901 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1593046.875000 Penalty: 4744.763672
	Iteration 18Q: 3 clusters Score -1593047 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1593154.625000 Penalty: 4744.763672
	Iteration 19Q: 3 clusters Score -1593155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1593242.375000 Penalty: 4744.763672
	Iteration 20F: 3 clusters Score -1593242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1593304.375000 Penalty: 4744.763672
	Iteration 21Q: 3 clusters Score -1593304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1593344.750000 Penalty: 4744.763672
	Iteration 22Q: 3 clusters Score -1593345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1593374.875000 Penalty: 4744.763672
	Iteration 23Q: 3 clusters Score -1593375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1593399.875000 Penalty: 4744.763672
	Iteration 24Q: 3 clusters Score -1593400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1593412.750000 Penalty: 4744.763672
	Iteration 25Q: 3 clusters Score -1593413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1593426.625000 Penalty: 4744.763672
	Iteration 26Q: 3 clusters Score -1593427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1593436.250000 Penalty: 4744.763672
	Iteration 27Q: 3 clusters Score -1593436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1593442.750000 Penalty: 4744.763672
	Iteration 28Q: 3 clusters Score -1593443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1593447.500000 Penalty: 4744.763672
	Iteration 29Q: 3 clusters Score -1593448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1593449.625000 Penalty: 4744.763672
	Iteration 30Q: 3 clusters Score -1593450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1593449.500000 Penalty: 4744.763672
	Iteration 31Q: 3 clusters Score -1593450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1593455.625000 Penalty: 4744.763672
	Iteration 32Q: 3 clusters Score -1593456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1593459.875000 Penalty: 4744.763672
	Iteration 33Q: 3 clusters Score -1593460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1593462.625000 Penalty: 4744.763672
	Iteration 34Q: 3 clusters Score -1593463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1593467.375000 Penalty: 4744.763672
	Iteration 35Q: 3 clusters Score -1593467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1593468.000000 Penalty: 4744.763672
	Iteration 36Q: 3 clusters Score -1593468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1593468.000000 Penalty: 4744.763672
	Iteration 37F: 3 clusters Score -1593468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -229996.343750 Penalty: 1899.240356
	Iteration 0F: 2 clusters Score -229996.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227328.421875 Penalty: 3798.480713
	Iteration 0F: 3 clusters Score -227328.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227862.562500 Penalty: 3798.480713
	Iteration 1F: 3 clusters Score -227862.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228025.937500 Penalty: 3798.480713
	Iteration 2F: 3 clusters Score -228025.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -228126.109375 Penalty: 3798.480713
	Iteration 3F: 3 clusters Score -228126.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -228201.656250 Penalty: 3798.480713
	Iteration 4Q: 3 clusters Score -228201.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -228257.406250 Penalty: 3798.480713
	Iteration 5Q: 3 clusters Score -228257.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -228324.468750 Penalty: 3798.480713
	Iteration 6Q: 3 clusters Score -228324.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -228382.796875 Penalty: 3798.480713
	Iteration 7Q: 3 clusters Score -228382.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -228428.500000 Penalty: 3798.480713
	Iteration 8Q: 3 clusters Score -228428.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -228458.031250 Penalty: 3798.480713
	Iteration 9Q: 3 clusters Score -228458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -228485.953125 Penalty: 3798.480713
	Iteration 10Q: 3 clusters Score -228486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228506.718750 Penalty: 3798.480713
	Iteration 11Q: 3 clusters Score -228506.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228522.578125 Penalty: 3798.480713
	Iteration 12Q: 3 clusters Score -228522.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -228537.156250 Penalty: 3798.480713
	Iteration 13Q: 3 clusters Score -228537.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -228548.687500 Penalty: 3798.480713
	Iteration 14Q: 3 clusters Score -228548.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -228560.734375 Penalty: 3798.480713
	Iteration 15Q: 3 clusters Score -228560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -228565.656250 Penalty: 3798.480713
	Iteration 16Q: 3 clusters Score -228565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -228571.968750 Penalty: 3798.480713
	Iteration 17Q: 3 clusters Score -228572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -228577.625000 Penalty: 3798.480713
	Iteration 18Q: 3 clusters Score -228577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -228583.343750 Penalty: 3798.480713
	Iteration 19Q: 3 clusters Score -228583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -228591.078125 Penalty: 3798.480713
	Iteration 20F: 3 clusters Score -228591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -228597.546875 Penalty: 3798.480713
	Iteration 21Q: 3 clusters Score -228597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -228605.156250 Penalty: 3798.480713
	Iteration 22Q: 3 clusters Score -228605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -228609.406250 Penalty: 3798.480713
	Iteration 23Q: 3 clusters Score -228609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -228614.921875 Penalty: 3798.480713
	Iteration 24Q: 3 clusters Score -228614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -228620.843750 Penalty: 3798.480713
	Iteration 25Q: 3 clusters Score -228620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -228625.531250 Penalty: 3798.480713
	Iteration 26Q: 3 clusters Score -228625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -228632.828125 Penalty: 3798.480713
	Iteration 27Q: 3 clusters Score -228632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -228634.562500 Penalty: 3798.480713
	Iteration 28Q: 3 clusters Score -228634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -228637.593750 Penalty: 3798.480713
	Iteration 29Q: 3 clusters Score -228637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -228638.390625 Penalty: 3798.480713
	Iteration 30Q: 3 clusters Score -228638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -228638.968750 Penalty: 3798.480713
	Iteration 31Q: 3 clusters Score -228639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -228639.359375 Penalty: 3798.480713
	Iteration 32Q: 3 clusters Score -228639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -228639.359375 Penalty: 3798.480713
	Iteration 33F: 3 clusters Score -228639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Entering Unmasked Estep 
Score: -1868742.375000 Penalty: 2406.243408
	Iteration 0F: 2 clusters Score -1868742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1856985.375000 Penalty: 4812.486816
	Iteration 0F: 3 clusters Score -1856985 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1860950.750000 Penalty: 4812.486816
	Iteration 1F: 3 clusters Score -1860951 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1861597.125000 Penalty: 4812.486816
	Iteration 2F: 3 clusters Score -1861597 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1862205.375000 Penalty: 4812.486816
	Iteration 3F: 3 clusters Score -1862205 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1862854.125000 Penalty: 4812.486816
	Iteration 4F: 3 clusters Score -1862854 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1863625.875000 Penalty: 4812.486816
	Iteration 5F: 3 clusters Score -1863626 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1864424.125000 Penalty: 4812.486816
	Iteration 6F: 3 clusters Score -1864424 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1865170.625000 Penalty: 4812.486816
	Iteration 7F: 3 clusters Score -1865171 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1865718.500000 Penalty: 4812.486816
	Iteration 8Q: 3 clusters Score -1865718 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1866032.375000 Penalty: 4812.486816
	Iteration 9Q: 3 clusters Score -1866032 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1866179.875000 Penalty: 4812.486816
	Iteration 10Q: 3 clusters Score -1866180 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1866297.125000 Penalty: 4812.486816
	Iteration 11Q: 3 clusters Score -1866297 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1866372.875000 Penalty: 4812.486816
	Iteration 12Q: 3 clusters Score -1866373 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1866420.375000 Penalty: 4812.486816
	Iteration 13Q: 3 clusters Score -1866420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1866455.500000 Penalty: 4812.486816
	Iteration 14Q: 3 clusters Score -1866456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1866487.500000 Penalty: 4812.486816
	Iteration 15Q: 3 clusters Score -1866488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1866514.750000 Penalty: 4812.486816
	Iteration 16Q: 3 clusters Score -1866515 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1866541.500000 Penalty: 4812.486816
	Iteration 17Q: 3 clusters Score -1866542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1866555.375000 Penalty: 4812.486816
	Iteration 18Q: 3 clusters Score -1866555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1866576.250000 Penalty: 4812.486816
	Iteration 19Q: 3 clusters Score -1866576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1866594.750000 Penalty: 4812.486816
	Iteration 20F: 3 clusters Score -1866595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1866619.500000 Penalty: 4812.486816
	Iteration 21Q: 3 clusters Score -1866620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1866628.500000 Penalty: 4812.486816
	Iteration 22Q: 3 clusters Score -1866628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1866639.750000 Penalty: 4812.486816
	Iteration 23Q: 3 clusters Score -1866640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1866652.875000 Penalty: 4812.486816
	Iteration 24Q: 3 clusters Score -1866653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1866670.125000 Penalty: 4812.486816
	Iteration 25Q: 3 clusters Score -1866670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1866680.500000 Penalty: 4812.486816
	Iteration 26Q: 3 clusters Score -1866680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1866687.875000 Penalty: 4812.486816
	Iteration 27Q: 3 clusters Score -1866688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1866699.875000 Penalty: 4812.486816
	Iteration 28Q: 3 clusters Score -1866700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1866707.375000 Penalty: 4812.486816
	Iteration 29Q: 3 clusters Score -1866707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1866714.625000 Penalty: 4812.486816
	Iteration 30Q: 3 clusters Score -1866715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1866727.375000 Penalty: 4812.486816
	Iteration 31Q: 3 clusters Score -1866727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1866741.000000 Penalty: 4812.486816
	Iteration 32Q: 3 clusters Score -1866741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1866748.750000 Penalty: 4812.486816
	Iteration 33Q: 3 clusters Score -1866749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1866764.125000 Penalty: 4812.486816
	Iteration 34Q: 3 clusters Score -1866764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1866772.000000 Penalty: 4812.486816
	Iteration 35Q: 3 clusters Score -1866772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1866784.500000 Penalty: 4812.486816
	Iteration 36Q: 3 clusters Score -1866784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1866795.625000 Penalty: 4812.486816
	Iteration 37Q: 3 clusters Score -1866796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1866800.875000 Penalty: 4812.486816
	Iteration 38Q: 3 clusters Score -1866801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1866806.375000 Penalty: 4812.486816
	Iteration 39Q: 3 clusters Score -1866806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1866813.375000 Penalty: 4812.486816
	Iteration 40F: 3 clusters Score -1866813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1866818.125000 Penalty: 4812.486816
	Iteration 41Q: 3 clusters Score -1866818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1866824.125000 Penalty: 4812.486816
	Iteration 42Q: 3 clusters Score -1866824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1866824.625000 Penalty: 4812.486816
	Iteration 43Q: 3 clusters Score -1866825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1866828.500000 Penalty: 4812.486816
	Iteration 44Q: 3 clusters Score -1866828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1866833.000000 Penalty: 4812.486816
	Iteration 45Q: 3 clusters Score -1866833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1866835.500000 Penalty: 4812.486816
	Iteration 46Q: 3 clusters Score -1866836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1866837.000000 Penalty: 4812.486816
	Iteration 47Q: 3 clusters Score -1866837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1866836.000000 Penalty: 4812.486816
	Iteration 48Q: 3 clusters Score -1866836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1866839.125000 Penalty: 4812.486816
	Iteration 49Q: 3 clusters Score -1866839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1866841.875000 Penalty: 4812.486816
	Iteration 50Q: 3 clusters Score -1866842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1866841.125000 Penalty: 4812.486816
	Iteration 51Q: 3 clusters Score -1866841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1866840.125000 Penalty: 4812.486816
	Iteration 52Q: 3 clusters Score -1866840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1866842.250000 Penalty: 4812.486816
	Iteration 53Q: 3 clusters Score -1866842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1866841.375000 Penalty: 4812.486816
	Iteration 54Q: 3 clusters Score -1866841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1866841.375000 Penalty: 4812.486816
	Iteration 55F: 3 clusters Score -1866841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -306443.843750 Penalty: 1961.006348
	Iteration 0F: 2 clusters Score -306443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -303374.000000 Penalty: 3922.012695
	Iteration 0F: 3 clusters Score -303374 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303941.156250 Penalty: 3922.012695
	Iteration 1F: 3 clusters Score -303941.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -304074.531250 Penalty: 3922.012695
	Iteration 2F: 3 clusters Score -304074.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -304161.875000 Penalty: 3922.012695
	Iteration 3Q: 3 clusters Score -304161.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -304222.000000 Penalty: 3922.012695
	Iteration 4Q: 3 clusters Score -304222 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -304275.125000 Penalty: 3922.012695
	Iteration 5Q: 3 clusters Score -304275.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -304320.031250 Penalty: 3922.012695
	Iteration 6Q: 3 clusters Score -304320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -304347.781250 Penalty: 3922.012695
	Iteration 7Q: 3 clusters Score -304347.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -304370.437500 Penalty: 3922.012695
	Iteration 8Q: 3 clusters Score -304370.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -304382.718750 Penalty: 3922.012695
	Iteration 9Q: 3 clusters Score -304382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -304396.093750 Penalty: 3922.012695
	Iteration 10Q: 3 clusters Score -304396.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304411.687500 Penalty: 3922.012695
	Iteration 11Q: 3 clusters Score -304411.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -304420.531250 Penalty: 3922.012695
	Iteration 12Q: 3 clusters Score -304420.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -304433.750000 Penalty: 3922.012695
	Iteration 13Q: 3 clusters Score -304433.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304441.468750 Penalty: 3922.012695
	Iteration 14Q: 3 clusters Score -304441.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -304454.531250 Penalty: 3922.012695
	Iteration 15Q: 3 clusters Score -304454.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -304464.093750 Penalty: 3922.012695
	Iteration 16Q: 3 clusters Score -304464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -304472.625000 Penalty: 3922.012695
	Iteration 17Q: 3 clusters Score -304472.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -304483.125000 Penalty: 3922.012695
	Iteration 18Q: 3 clusters Score -304483.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -304493.375000 Penalty: 3922.012695
	Iteration 19Q: 3 clusters Score -304493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -304502.656250 Penalty: 3922.012695
	Iteration 20F: 3 clusters Score -304502.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -304511.343750 Penalty: 3922.012695
	Iteration 21Q: 3 clusters Score -304511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -304515.937500 Penalty: 3922.012695
	Iteration 22Q: 3 clusters Score -304515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -304520.218750 Penalty: 3922.012695
	Iteration 23Q: 3 clusters Score -304520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -304522.562500 Penalty: 3922.012695
	Iteration 24Q: 3 clusters Score -304522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -304524.250000 Penalty: 3922.012695
	Iteration 25Q: 3 clusters Score -304524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -304526.781250 Penalty: 3922.012695
	Iteration 26Q: 3 clusters Score -304526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304527.625000 Penalty: 3922.012695
	Iteration 27Q: 3 clusters Score -304527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304528.312500 Penalty: 3922.012695
	Iteration 28Q: 3 clusters Score -304528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304528.312500 Penalty: 3922.012695
	Iteration 29F: 3 clusters Score -304528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (110689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Entering Unmasked Estep 
Score: -12516367.000000 Penalty: 2880.391113
	Iteration 0F: 2 clusters Score -1.251637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -12442437.000000 Penalty: 5760.782227
	Iteration 0F: 3 clusters Score -1.244244e+07 nChanged 52289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -12473863.000000 Penalty: 5760.782227
	Iteration 1F: 3 clusters Score -1.247386e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -12476183.000000 Penalty: 5760.782227
	Iteration 2Q: 3 clusters Score -1.247618e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -12480076.000000 Penalty: 5760.782227
	Iteration 3F: 3 clusters Score -1.248008e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -12486101.000000 Penalty: 5760.782227
	Iteration 4F: 3 clusters Score -1.24861e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -12494234.000000 Penalty: 5760.782227
	Iteration 5F: 3 clusters Score -1.249423e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -12502908.000000 Penalty: 5760.782227
	Iteration 6F: 3 clusters Score -1.250291e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -12509041.000000 Penalty: 5760.782227
	Iteration 7F: 3 clusters Score -1.250904e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -12512080.000000 Penalty: 5760.782227
	Iteration 8Q: 3 clusters Score -1.251208e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -12513103.000000 Penalty: 5760.782227
	Iteration 9Q: 3 clusters Score -1.25131e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -12513477.000000 Penalty: 5760.782227
	Iteration 10Q: 3 clusters Score -1.251348e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110268 members 
Entering Unmasked Estep 
Score: -12513639.000000 Penalty: 5760.782227
	Iteration 11Q: 3 clusters Score -1.251364e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -12513721.000000 Penalty: 5760.782227
	Iteration 12Q: 3 clusters Score -1.251372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -12513775.000000 Penalty: 5760.782227
	Iteration 13Q: 3 clusters Score -1.251378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -12513806.000000 Penalty: 5760.782227
	Iteration 14Q: 3 clusters Score -1.251381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 110380 members 
Entering Unmasked Estep 
Score: -12513835.000000 Penalty: 5760.782227
	Iteration 15Q: 3 clusters Score -1.251384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -12513855.000000 Penalty: 5760.782227
	Iteration 16Q: 3 clusters Score -1.251386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -12513864.000000 Penalty: 5760.782227
	Iteration 17Q: 3 clusters Score -1.251386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -12513874.000000 Penalty: 5760.782227
	Iteration 18Q: 3 clusters Score -1.251387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 110408 members 
Entering Unmasked Estep 
Score: -12513876.000000 Penalty: 5760.782227
	Iteration 19Q: 3 clusters Score -1.251388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 110407 members 
Entering Unmasked Estep 
Score: -12513877.000000 Penalty: 5760.782227
	Iteration 20F: 3 clusters Score -1.251388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -63207.359375 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -63207.36 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 350 members 
Entering Unmasked Estep 
Score: -61557.625000 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -61557.62 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61828.554688 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -61828.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61962.933594 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -61962.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62033.808594 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -62033.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62150.183594 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -62150.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62311.203125 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -62311.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62451.402344 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -62451.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62564.605469 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -62564.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62696.851562 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -62696.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62891.753906 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -62891.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63124.902344 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -63124.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63236.664062 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -63236.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63347.781250 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -63347.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63429.210938 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -63429.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63502.410156 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -63502.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63512.105469 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -63512.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63517.160156 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -63517.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63526.386719 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -63526.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63537.777344 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -63537.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63539.812500 Penalty: 3244.350830
	Iteration 19Q: 3 clusters Score -63539.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63539.812500 Penalty: 3244.350830
	Iteration 20F: 3 clusters Score -63539.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 385 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 537 members 
Mstep: Class 44 contains 308 members 
Entering Unmasked Estep 
Score: -110911832.000000 Penalty: 150896.156250
Splitting cluster 30 changes total score from -110913128.000000 to -110911832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -1001252.687500 Penalty: 2259.983887
	Iteration 0F: 2 clusters Score -1001253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -994169.125000 Penalty: 4519.967773
	Iteration 0F: 3 clusters Score -994169.1 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -996095.375000 Penalty: 4519.967773
	Iteration 1F: 3 clusters Score -996095.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -996389.187500 Penalty: 4519.967773
	Iteration 2F: 3 clusters Score -996389.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -996608.562500 Penalty: 4519.967773
	Iteration 3Q: 3 clusters Score -996608.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -996809.937500 Penalty: 4519.967773
	Iteration 4Q: 3 clusters Score -996809.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -996999.437500 Penalty: 4519.967773
	Iteration 5Q: 3 clusters Score -996999.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -997156.312500 Penalty: 4519.967773
	Iteration 6Q: 3 clusters Score -997156.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -997323.687500 Penalty: 4519.967773
	Iteration 7Q: 3 clusters Score -997323.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -997491.437500 Penalty: 4519.967773
	Iteration 8Q: 3 clusters Score -997491.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -997677.312500 Penalty: 4519.967773
	Iteration 9Q: 3 clusters Score -997677.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -997872.437500 Penalty: 4519.967773
	Iteration 10Q: 3 clusters Score -997872.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -998107.437500 Penalty: 4519.967773
	Iteration 11Q: 3 clusters Score -998107.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -998376.125000 Penalty: 4519.967773
	Iteration 12Q: 3 clusters Score -998376.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -998631.312500 Penalty: 4519.967773
	Iteration 13Q: 3 clusters Score -998631.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -998882.562500 Penalty: 4519.967773
	Iteration 14Q: 3 clusters Score -998882.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -999061.812500 Penalty: 4519.967773
	Iteration 15Q: 3 clusters Score -999061.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -999185.500000 Penalty: 4519.967773
	Iteration 16Q: 3 clusters Score -999185.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -999270.000000 Penalty: 4519.967773
	Iteration 17Q: 3 clusters Score -999270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -999354.312500 Penalty: 4519.967773
	Iteration 18Q: 3 clusters Score -999354.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -999407.437500 Penalty: 4519.967773
	Iteration 19Q: 3 clusters Score -999407.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -999455.125000 Penalty: 4519.967773
	Iteration 20F: 3 clusters Score -999455.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -999489.937500 Penalty: 4519.967773
	Iteration 21Q: 3 clusters Score -999489.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -999528.187500 Penalty: 4519.967773
	Iteration 22Q: 3 clusters Score -999528.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -999551.562500 Penalty: 4519.967773
	Iteration 23Q: 3 clusters Score -999551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -999572.812500 Penalty: 4519.967773
	Iteration 24Q: 3 clusters Score -999572.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -999593.437500 Penalty: 4519.967773
	Iteration 25Q: 3 clusters Score -999593.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -999617.625000 Penalty: 4519.967773
	Iteration 26Q: 3 clusters Score -999617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -999632.437500 Penalty: 4519.967773
	Iteration 27Q: 3 clusters Score -999632.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -999642.062500 Penalty: 4519.967773
	Iteration 28Q: 3 clusters Score -999642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -999652.687500 Penalty: 4519.967773
	Iteration 29Q: 3 clusters Score -999652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -999659.937500 Penalty: 4519.967773
	Iteration 30Q: 3 clusters Score -999659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -999661.812500 Penalty: 4519.967773
	Iteration 31Q: 3 clusters Score -999661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -999663.437500 Penalty: 4519.967773
	Iteration 32Q: 3 clusters Score -999663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -999663.437500 Penalty: 4519.967773
	Iteration 33F: 3 clusters Score -999663.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -71164.062500 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -71164.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69502.125000 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -69502.12 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69695.273438 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -69695.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69745.726562 Penalty: 3212.578369
	Iteration 2Q: 3 clusters Score -69745.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69767.187500 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -69767.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69775.007812 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -69775.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69783.531250 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -69783.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69787.523438 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -69787.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69792.476562 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -69792.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69807.078125 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -69807.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69810.906250 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -69810.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69814.664062 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -69814.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69816.718750 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -69816.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69820.578125 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -69820.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69821.687500 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -69821.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69822.562500 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -69822.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69823.593750 Penalty: 3212.578369
	Iteration 15Q: 3 clusters Score -69823.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69823.593750 Penalty: 3212.578369
	Iteration 16F: 3 clusters Score -69823.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (346796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346796 members 
Entering Unmasked Estep 
Score: -39006608.000000 Penalty: 3163.609863
	Iteration 0F: 2 clusters Score -3.900661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173025 members 
Mstep: Class 2 contains 173771 members 
Entering Unmasked Estep 
Score: -38810288.000000 Penalty: 6327.219727
	Iteration 0F: 3 clusters Score -3.881029e+07 nChanged 167968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 182647 members 
Entering Unmasked Estep 
Score: -38909128.000000 Penalty: 6327.219727
	Iteration 1F: 3 clusters Score -3.890913e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 188627 members 
Entering Unmasked Estep 
Score: -38911676.000000 Penalty: 6327.219727
	Iteration 2Q: 3 clusters Score -3.891168e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148985 members 
Mstep: Class 2 contains 197811 members 
Entering Unmasked Estep 
Score: -38915368.000000 Penalty: 6327.219727
	Iteration 3Q: 3 clusters Score -3.891537e+07 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 211644 members 
Entering Unmasked Estep 
Score: -38922140.000000 Penalty: 6327.219727
	Iteration 4Q: 3 clusters Score -3.892214e+07 nChanged 20606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 231496 members 
Entering Unmasked Estep 
Score: -38933452.000000 Penalty: 6327.219727
	Iteration 5F: 3 clusters Score -3.893345e+07 nChanged 27000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 258248 members 
Entering Unmasked Estep 
Score: -38952748.000000 Penalty: 6327.219727
	Iteration 6F: 3 clusters Score -3.895275e+07 nChanged 31547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 289765 members 
Entering Unmasked Estep 
Score: -38978532.000000 Penalty: 6327.219727
	Iteration 7F: 3 clusters Score -3.897853e+07 nChanged 28505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 318270 members 
Entering Unmasked Estep 
Score: -38992548.000000 Penalty: 6327.219727
	Iteration 8F: 3 clusters Score -3.899255e+07 nChanged 16984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 335252 members 
Entering Unmasked Estep 
Score: -38998944.000000 Penalty: 6327.219727
	Iteration 9Q: 3 clusters Score -3.899894e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 342753 members 
Entering Unmasked Estep 
Score: -39001656.000000 Penalty: 6327.219727
	Iteration 10Q: 3 clusters Score -3.900166e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 345421 members 
Entering Unmasked Estep 
Score: -39003128.000000 Penalty: 6327.219727
	Iteration 11Q: 3 clusters Score -3.900313e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 346197 members 
Entering Unmasked Estep 
Score: -39003496.000000 Penalty: 6327.219727
	Iteration 12Q: 3 clusters Score -3.90035e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 346407 members 
Entering Unmasked Estep 
Score: -39003716.000000 Penalty: 6327.219727
	Iteration 13Q: 3 clusters Score -3.900372e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 346469 members 
Entering Unmasked Estep 
Score: -39003808.000000 Penalty: 6327.219727
	Iteration 14Q: 3 clusters Score -3.900381e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 346497 members 
Entering Unmasked Estep 
Score: -39003876.000000 Penalty: 6327.219727
	Iteration 15Q: 3 clusters Score -3.900388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 346506 members 
Entering Unmasked Estep 
Score: -39003908.000000 Penalty: 6327.219727
	Iteration 16Q: 3 clusters Score -3.900391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 346508 members 
Entering Unmasked Estep 
Score: -39003912.000000 Penalty: 6327.219727
	Iteration 17Q: 3 clusters Score -3.900391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 346515 members 
Entering Unmasked Estep 
Score: -39003932.000000 Penalty: 6327.219727
	Iteration 18Q: 3 clusters Score -3.900393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346518 members 
Entering Unmasked Estep 
Score: -39003928.000000 Penalty: 6327.219727
	Iteration 19Q: 3 clusters Score -3.900393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 346515 members 
Entering Unmasked Estep 
Score: -39003936.000000 Penalty: 6327.219727
	Iteration 20F: 3 clusters Score -3.900394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 346512 members 
Entering Unmasked Estep 
Score: -39003924.000000 Penalty: 6327.219727
	Iteration 21Q: 3 clusters Score -3.900392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 346514 members 
Entering Unmasked Estep 
Score: -39003920.000000 Penalty: 6327.219727
	Iteration 22Q: 3 clusters Score -3.900392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346516 members 
Entering Unmasked Estep 
Score: -39003932.000000 Penalty: 6327.219727
	Iteration 23Q: 3 clusters Score -3.900393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 346519 members 
Entering Unmasked Estep 
Score: -39003912.000000 Penalty: 6327.219727
	Iteration 24Q: 3 clusters Score -3.900391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 346521 members 
Entering Unmasked Estep 
Score: -39003940.000000 Penalty: 6327.219727
	Iteration 25Q: 3 clusters Score -3.900394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 346525 members 
Entering Unmasked Estep 
Score: -39003956.000000 Penalty: 6327.219727
	Iteration 26Q: 3 clusters Score -3.900396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 346526 members 
Entering Unmasked Estep 
Score: -39003956.000000 Penalty: 6327.219727
	Iteration 27Q: 3 clusters Score -3.900396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 346526 members 
Entering Unmasked Estep 
Score: -39003984.000000 Penalty: 6327.219727
	Iteration 28Q: 3 clusters Score -3.900398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346523 members 
Entering Unmasked Estep 
Score: -39003980.000000 Penalty: 6327.219727
	Iteration 29Q: 3 clusters Score -3.900398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 346520 members 
Entering Unmasked Estep 
Score: -39003992.000000 Penalty: 6327.219727
	Iteration 30Q: 3 clusters Score -3.900399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 346517 members 
Entering Unmasked Estep 
Score: -39003976.000000 Penalty: 6327.219727
	Iteration 31Q: 3 clusters Score -3.900398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346516 members 
Entering Unmasked Estep 
Score: -39004004.000000 Penalty: 6327.219727
	Iteration 32Q: 3 clusters Score -3.9004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346516 members 
Entering Unmasked Estep 
Score: -39004004.000000 Penalty: 6327.219727
	Iteration 33F: 3 clusters Score -3.9004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50762.710938 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50762.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49259.312500 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49259.31 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49478.226562 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49478.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49547.195312 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -49547.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49610.367188 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49610.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49667.871094 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49667.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49693.085938 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -49693.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49705.234375 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -49705.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49712.582031 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -49712.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49714.671875 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -49714.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49716.863281 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -49716.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49718.406250 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -49718.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49718.406250 Penalty: 3082.445557
	Iteration 11F: 3 clusters Score -49718.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -33008.769531 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -33008.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31679.888672 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -31679.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31858.679688 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -31858.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31942.412109 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -31942.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31995.878906 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -31995.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32049.970703 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -32049.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32056.232422 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -32056.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32067.123047 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -32067.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32067.123047 Penalty: 2896.958252
	Iteration 7F: 3 clusters Score -32067.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1729908.500000 Penalty: 2386.367676
	Iteration 0F: 2 clusters Score -1729908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1718950.125000 Penalty: 4772.735352
	Iteration 0F: 3 clusters Score -1718950 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1722451.500000 Penalty: 4772.735352
	Iteration 1F: 3 clusters Score -1722452 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1722791.500000 Penalty: 4772.735352
	Iteration 2F: 3 clusters Score -1722792 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1723046.750000 Penalty: 4772.735352
	Iteration 3Q: 3 clusters Score -1723047 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1723240.000000 Penalty: 4772.735352
	Iteration 4Q: 3 clusters Score -1723240 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1723429.375000 Penalty: 4772.735352
	Iteration 5Q: 3 clusters Score -1723429 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1723593.375000 Penalty: 4772.735352
	Iteration 6Q: 3 clusters Score -1723593 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1723743.625000 Penalty: 4772.735352
	Iteration 7Q: 3 clusters Score -1723744 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1723891.250000 Penalty: 4772.735352
	Iteration 8Q: 3 clusters Score -1723891 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1724045.625000 Penalty: 4772.735352
	Iteration 9Q: 3 clusters Score -1724046 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1724185.875000 Penalty: 4772.735352
	Iteration 10Q: 3 clusters Score -1724186 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1724328.875000 Penalty: 4772.735352
	Iteration 11Q: 3 clusters Score -1724329 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1724477.500000 Penalty: 4772.735352
	Iteration 12Q: 3 clusters Score -1724478 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1724612.375000 Penalty: 4772.735352
	Iteration 13Q: 3 clusters Score -1724612 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1724746.125000 Penalty: 4772.735352
	Iteration 14Q: 3 clusters Score -1724746 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1724874.125000 Penalty: 4772.735352
	Iteration 15Q: 3 clusters Score -1724874 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1725009.125000 Penalty: 4772.735352
	Iteration 16Q: 3 clusters Score -1725009 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1725122.375000 Penalty: 4772.735352
	Iteration 17Q: 3 clusters Score -1725122 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1725248.625000 Penalty: 4772.735352
	Iteration 18Q: 3 clusters Score -1725249 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1725351.375000 Penalty: 4772.735352
	Iteration 19Q: 3 clusters Score -1725351 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1725434.750000 Penalty: 4772.735352
	Iteration 20F: 3 clusters Score -1725435 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1725515.250000 Penalty: 4772.735352
	Iteration 21Q: 3 clusters Score -1725515 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1725570.875000 Penalty: 4772.735352
	Iteration 22Q: 3 clusters Score -1725571 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1725621.500000 Penalty: 4772.735352
	Iteration 23Q: 3 clusters Score -1725622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1725667.375000 Penalty: 4772.735352
	Iteration 24Q: 3 clusters Score -1725667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1725699.500000 Penalty: 4772.735352
	Iteration 25Q: 3 clusters Score -1725700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1725722.875000 Penalty: 4772.735352
	Iteration 26Q: 3 clusters Score -1725723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1725738.625000 Penalty: 4772.735352
	Iteration 27Q: 3 clusters Score -1725739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1725753.625000 Penalty: 4772.735352
	Iteration 28Q: 3 clusters Score -1725754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1725769.750000 Penalty: 4772.735352
	Iteration 29Q: 3 clusters Score -1725770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1725776.875000 Penalty: 4772.735352
	Iteration 30Q: 3 clusters Score -1725777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1725792.000000 Penalty: 4772.735352
	Iteration 31Q: 3 clusters Score -1725792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1725798.000000 Penalty: 4772.735352
	Iteration 32Q: 3 clusters Score -1725798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1725808.125000 Penalty: 4772.735352
	Iteration 33Q: 3 clusters Score -1725808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1725820.750000 Penalty: 4772.735352
	Iteration 34Q: 3 clusters Score -1725821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1725830.250000 Penalty: 4772.735352
	Iteration 35Q: 3 clusters Score -1725830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1725838.375000 Penalty: 4772.735352
	Iteration 36Q: 3 clusters Score -1725838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1725844.625000 Penalty: 4772.735352
	Iteration 37Q: 3 clusters Score -1725845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1725851.625000 Penalty: 4772.735352
	Iteration 38Q: 3 clusters Score -1725852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1725857.250000 Penalty: 4772.735352
	Iteration 39Q: 3 clusters Score -1725857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1725859.625000 Penalty: 4772.735352
	Iteration 40F: 3 clusters Score -1725860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1725857.500000 Penalty: 4772.735352
	Iteration 41Q: 3 clusters Score -1725858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1725858.875000 Penalty: 4772.735352
	Iteration 42Q: 3 clusters Score -1725859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1725864.000000 Penalty: 4772.735352
	Iteration 43Q: 3 clusters Score -1725864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1725861.750000 Penalty: 4772.735352
	Iteration 44Q: 3 clusters Score -1725862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1725868.125000 Penalty: 4772.735352
	Iteration 45Q: 3 clusters Score -1725868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1725874.875000 Penalty: 4772.735352
	Iteration 46Q: 3 clusters Score -1725875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1725880.875000 Penalty: 4772.735352
	Iteration 47Q: 3 clusters Score -1725881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1725882.250000 Penalty: 4772.735352
	Iteration 48Q: 3 clusters Score -1725882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1725882.750000 Penalty: 4772.735352
	Iteration 49Q: 3 clusters Score -1725883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1725890.750000 Penalty: 4772.735352
	Iteration 50Q: 3 clusters Score -1725891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1725903.625000 Penalty: 4772.735352
	Iteration 51Q: 3 clusters Score -1725904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1725915.125000 Penalty: 4772.735352
	Iteration 52Q: 3 clusters Score -1725915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1725925.750000 Penalty: 4772.735352
	Iteration 53Q: 3 clusters Score -1725926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1725943.625000 Penalty: 4772.735352
	Iteration 54Q: 3 clusters Score -1725944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1725954.625000 Penalty: 4772.735352
	Iteration 55Q: 3 clusters Score -1725955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1725974.000000 Penalty: 4772.735352
	Iteration 56Q: 3 clusters Score -1725974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1726001.000000 Penalty: 4772.735352
	Iteration 57Q: 3 clusters Score -1726001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1726028.625000 Penalty: 4772.735352
	Iteration 58Q: 3 clusters Score -1726029 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1726064.625000 Penalty: 4772.735352
	Iteration 59Q: 3 clusters Score -1726065 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1726098.125000 Penalty: 4772.735352
	Iteration 60F: 3 clusters Score -1726098 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1726135.875000 Penalty: 4772.735352
	Iteration 61Q: 3 clusters Score -1726136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1726173.375000 Penalty: 4772.735352
	Iteration 62Q: 3 clusters Score -1726173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1726202.625000 Penalty: 4772.735352
	Iteration 63Q: 3 clusters Score -1726203 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1726249.250000 Penalty: 4772.735352
	Iteration 64Q: 3 clusters Score -1726249 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1726316.125000 Penalty: 4772.735352
	Iteration 65Q: 3 clusters Score -1726316 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1726387.875000 Penalty: 4772.735352
	Iteration 66Q: 3 clusters Score -1726388 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1726479.000000 Penalty: 4772.735352
	Iteration 67Q: 3 clusters Score -1726479 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1726571.750000 Penalty: 4772.735352
	Iteration 68Q: 3 clusters Score -1726572 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1726659.250000 Penalty: 4772.735352
	Iteration 69Q: 3 clusters Score -1726659 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1726728.125000 Penalty: 4772.735352
	Iteration 70Q: 3 clusters Score -1726728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1726819.125000 Penalty: 4772.735352
	Iteration 71Q: 3 clusters Score -1726819 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1726915.250000 Penalty: 4772.735352
	Iteration 72Q: 3 clusters Score -1726915 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1727021.375000 Penalty: 4772.735352
	Iteration 73Q: 3 clusters Score -1727021 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1727145.500000 Penalty: 4772.735352
	Iteration 74Q: 3 clusters Score -1727146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1727245.000000 Penalty: 4772.735352
	Iteration 75Q: 3 clusters Score -1727245 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1727319.375000 Penalty: 4772.735352
	Iteration 76Q: 3 clusters Score -1727319 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1727380.250000 Penalty: 4772.735352
	Iteration 77Q: 3 clusters Score -1727380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1727440.125000 Penalty: 4772.735352
	Iteration 78Q: 3 clusters Score -1727440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1727497.125000 Penalty: 4772.735352
	Iteration 79Q: 3 clusters Score -1727497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1727551.875000 Penalty: 4772.735352
	Iteration 80F: 3 clusters Score -1727552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1727589.125000 Penalty: 4772.735352
	Iteration 81Q: 3 clusters Score -1727589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1727631.125000 Penalty: 4772.735352
	Iteration 82Q: 3 clusters Score -1727631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1727664.125000 Penalty: 4772.735352
	Iteration 83Q: 3 clusters Score -1727664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1727689.875000 Penalty: 4772.735352
	Iteration 84Q: 3 clusters Score -1727690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1727713.375000 Penalty: 4772.735352
	Iteration 85Q: 3 clusters Score -1727713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1727738.125000 Penalty: 4772.735352
	Iteration 86Q: 3 clusters Score -1727738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1727757.375000 Penalty: 4772.735352
	Iteration 87Q: 3 clusters Score -1727757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1727776.125000 Penalty: 4772.735352
	Iteration 88Q: 3 clusters Score -1727776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1727795.875000 Penalty: 4772.735352
	Iteration 89Q: 3 clusters Score -1727796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1727812.375000 Penalty: 4772.735352
	Iteration 90Q: 3 clusters Score -1727812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1727819.750000 Penalty: 4772.735352
	Iteration 91Q: 3 clusters Score -1727820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1727826.500000 Penalty: 4772.735352
	Iteration 92Q: 3 clusters Score -1727826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1727835.250000 Penalty: 4772.735352
	Iteration 93Q: 3 clusters Score -1727835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1727836.375000 Penalty: 4772.735352
	Iteration 94Q: 3 clusters Score -1727836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1727836.125000 Penalty: 4772.735352
	Iteration 95Q: 3 clusters Score -1727836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1727840.250000 Penalty: 4772.735352
	Iteration 96Q: 3 clusters Score -1727840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1727846.375000 Penalty: 4772.735352
	Iteration 97Q: 3 clusters Score -1727846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1727847.375000 Penalty: 4772.735352
	Iteration 98Q: 3 clusters Score -1727847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1727853.250000 Penalty: 4772.735352
	Iteration 99Q: 3 clusters Score -1727853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1727861.750000 Penalty: 4772.735352
	Iteration 100F: 3 clusters Score -1727862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1727866.000000 Penalty: 4772.735352
	Iteration 101Q: 3 clusters Score -1727866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1727873.500000 Penalty: 4772.735352
	Iteration 102Q: 3 clusters Score -1727874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1727882.125000 Penalty: 4772.735352
	Iteration 103Q: 3 clusters Score -1727882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1727886.750000 Penalty: 4772.735352
	Iteration 104Q: 3 clusters Score -1727887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1727891.625000 Penalty: 4772.735352
	Iteration 105Q: 3 clusters Score -1727892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1727894.750000 Penalty: 4772.735352
	Iteration 106Q: 3 clusters Score -1727895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1727897.750000 Penalty: 4772.735352
	Iteration 107Q: 3 clusters Score -1727898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1727904.125000 Penalty: 4772.735352
	Iteration 108Q: 3 clusters Score -1727904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1727908.875000 Penalty: 4772.735352
	Iteration 109Q: 3 clusters Score -1727909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1727916.000000 Penalty: 4772.735352
	Iteration 110Q: 3 clusters Score -1727916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1727920.625000 Penalty: 4772.735352
	Iteration 111Q: 3 clusters Score -1727921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1727927.500000 Penalty: 4772.735352
	Iteration 112Q: 3 clusters Score -1727928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1727927.500000 Penalty: 4772.735352
	Iteration 113Q: 3 clusters Score -1727928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1727933.750000 Penalty: 4772.735352
	Iteration 114Q: 3 clusters Score -1727934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1727935.375000 Penalty: 4772.735352
	Iteration 115Q: 3 clusters Score -1727935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1727935.000000 Penalty: 4772.735352
	Iteration 116Q: 3 clusters Score -1727935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1727936.000000 Penalty: 4772.735352
	Iteration 117Q: 3 clusters Score -1727936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1727936.000000 Penalty: 4772.735352
	Iteration 118F: 3 clusters Score -1727936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -746303.312500 Penalty: 2186.579590
	Iteration 0F: 2 clusters Score -746303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -740682.812500 Penalty: 4373.159180
	Iteration 0F: 3 clusters Score -740682.8 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -742175.250000 Penalty: 4373.159180
	Iteration 1F: 3 clusters Score -742175.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -742449.375000 Penalty: 4373.159180
	Iteration 2F: 3 clusters Score -742449.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -742689.000000 Penalty: 4373.159180
	Iteration 3F: 3 clusters Score -742689 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -742910.500000 Penalty: 4373.159180
	Iteration 4Q: 3 clusters Score -742910.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -743090.500000 Penalty: 4373.159180
	Iteration 5Q: 3 clusters Score -743090.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -743245.250000 Penalty: 4373.159180
	Iteration 6Q: 3 clusters Score -743245.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -743396.125000 Penalty: 4373.159180
	Iteration 7Q: 3 clusters Score -743396.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -743514.937500 Penalty: 4373.159180
	Iteration 8Q: 3 clusters Score -743514.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -743623.187500 Penalty: 4373.159180
	Iteration 9Q: 3 clusters Score -743623.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -743719.437500 Penalty: 4373.159180
	Iteration 10Q: 3 clusters Score -743719.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -743819.812500 Penalty: 4373.159180
	Iteration 11Q: 3 clusters Score -743819.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -743908.312500 Penalty: 4373.159180
	Iteration 12Q: 3 clusters Score -743908.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -743992.312500 Penalty: 4373.159180
	Iteration 13Q: 3 clusters Score -743992.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -744084.000000 Penalty: 4373.159180
	Iteration 14Q: 3 clusters Score -744084 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -744185.750000 Penalty: 4373.159180
	Iteration 15Q: 3 clusters Score -744185.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -744293.250000 Penalty: 4373.159180
	Iteration 16Q: 3 clusters Score -744293.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -744393.750000 Penalty: 4373.159180
	Iteration 17Q: 3 clusters Score -744393.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -744496.125000 Penalty: 4373.159180
	Iteration 18Q: 3 clusters Score -744496.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -744605.437500 Penalty: 4373.159180
	Iteration 19Q: 3 clusters Score -744605.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -744694.687500 Penalty: 4373.159180
	Iteration 20F: 3 clusters Score -744694.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -744766.062500 Penalty: 4373.159180
	Iteration 21Q: 3 clusters Score -744766.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -744858.000000 Penalty: 4373.159180
	Iteration 22Q: 3 clusters Score -744858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -744961.812500 Penalty: 4373.159180
	Iteration 23Q: 3 clusters Score -744961.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -745040.437500 Penalty: 4373.159180
	Iteration 24Q: 3 clusters Score -745040.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -745091.812500 Penalty: 4373.159180
	Iteration 25Q: 3 clusters Score -745091.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -745132.437500 Penalty: 4373.159180
	Iteration 26Q: 3 clusters Score -745132.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -745160.625000 Penalty: 4373.159180
	Iteration 27Q: 3 clusters Score -745160.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -745181.875000 Penalty: 4373.159180
	Iteration 28Q: 3 clusters Score -745181.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -745198.125000 Penalty: 4373.159180
	Iteration 29Q: 3 clusters Score -745198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -745211.625000 Penalty: 4373.159180
	Iteration 30Q: 3 clusters Score -745211.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -745230.687500 Penalty: 4373.159180
	Iteration 31Q: 3 clusters Score -745230.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -745245.687500 Penalty: 4373.159180
	Iteration 32Q: 3 clusters Score -745245.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -745257.750000 Penalty: 4373.159180
	Iteration 33Q: 3 clusters Score -745257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -745263.937500 Penalty: 4373.159180
	Iteration 34Q: 3 clusters Score -745263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -745272.125000 Penalty: 4373.159180
	Iteration 35Q: 3 clusters Score -745272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -745275.375000 Penalty: 4373.159180
	Iteration 36Q: 3 clusters Score -745275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -745281.562500 Penalty: 4373.159180
	Iteration 37Q: 3 clusters Score -745281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -745284.250000 Penalty: 4373.159180
	Iteration 38Q: 3 clusters Score -745284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -745287.687500 Penalty: 4373.159180
	Iteration 39Q: 3 clusters Score -745287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -745292.812500 Penalty: 4373.159180
	Iteration 40F: 3 clusters Score -745292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -745294.750000 Penalty: 4373.159180
	Iteration 41Q: 3 clusters Score -745294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -745297.500000 Penalty: 4373.159180
	Iteration 42Q: 3 clusters Score -745297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -745301.000000 Penalty: 4373.159180
	Iteration 43Q: 3 clusters Score -745301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -745303.937500 Penalty: 4373.159180
	Iteration 44Q: 3 clusters Score -745303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -745305.687500 Penalty: 4373.159180
	Iteration 45Q: 3 clusters Score -745305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -745305.750000 Penalty: 4373.159180
	Iteration 46Q: 3 clusters Score -745305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -745305.437500 Penalty: 4373.159180
	Iteration 47Q: 3 clusters Score -745305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -745307.687500 Penalty: 4373.159180
	Iteration 48Q: 3 clusters Score -745307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -745307.375000 Penalty: 4373.159180
	Iteration 49Q: 3 clusters Score -745307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -745307.375000 Penalty: 4373.159180
	Iteration 50F: 3 clusters Score -745307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Entering Unmasked Estep 
Score: -2264232.750000 Penalty: 2451.079834
	Iteration 0F: 2 clusters Score -2264233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2250365.500000 Penalty: 4902.159668
	Iteration 0F: 3 clusters Score -2250366 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2254980.250000 Penalty: 4902.159668
	Iteration 1F: 3 clusters Score -2254980 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2255422.750000 Penalty: 4902.159668
	Iteration 2F: 3 clusters Score -2255423 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2255793.000000 Penalty: 4902.159668
	Iteration 3Q: 3 clusters Score -2255793 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2256258.250000 Penalty: 4902.159668
	Iteration 4Q: 3 clusters Score -2256258 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2256796.000000 Penalty: 4902.159668
	Iteration 5F: 3 clusters Score -2256796 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2257536.750000 Penalty: 4902.159668
	Iteration 6F: 3 clusters Score -2257537 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2258452.750000 Penalty: 4902.159668
	Iteration 7F: 3 clusters Score -2258453 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2259501.250000 Penalty: 4902.159668
	Iteration 8F: 3 clusters Score -2259501 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2260491.500000 Penalty: 4902.159668
	Iteration 9F: 3 clusters Score -2260492 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2261193.500000 Penalty: 4902.159668
	Iteration 10Q: 3 clusters Score -2261194 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2261606.750000 Penalty: 4902.159668
	Iteration 11Q: 3 clusters Score -2261607 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2261833.250000 Penalty: 4902.159668
	Iteration 12Q: 3 clusters Score -2261833 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2261955.000000 Penalty: 4902.159668
	Iteration 13Q: 3 clusters Score -2261955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2262017.000000 Penalty: 4902.159668
	Iteration 14Q: 3 clusters Score -2262017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2262042.500000 Penalty: 4902.159668
	Iteration 15Q: 3 clusters Score -2262042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2262071.750000 Penalty: 4902.159668
	Iteration 16Q: 3 clusters Score -2262072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2262082.750000 Penalty: 4902.159668
	Iteration 17Q: 3 clusters Score -2262083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2262090.250000 Penalty: 4902.159668
	Iteration 18Q: 3 clusters Score -2262090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2262092.000000 Penalty: 4902.159668
	Iteration 19Q: 3 clusters Score -2262092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2262094.500000 Penalty: 4902.159668
	Iteration 20F: 3 clusters Score -2262094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2262095.250000 Penalty: 4902.159668
	Iteration 21Q: 3 clusters Score -2262095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2262096.250000 Penalty: 4902.159668
	Iteration 22Q: 3 clusters Score -2262096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2262100.250000 Penalty: 4902.159668
	Iteration 23Q: 3 clusters Score -2262100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2262106.750000 Penalty: 4902.159668
	Iteration 24Q: 3 clusters Score -2262107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2262114.000000 Penalty: 4902.159668
	Iteration 25Q: 3 clusters Score -2262114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2262113.750000 Penalty: 4902.159668
	Iteration 26Q: 3 clusters Score -2262114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2262112.500000 Penalty: 4902.159668
	Iteration 27Q: 3 clusters Score -2262112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2262118.250000 Penalty: 4902.159668
	Iteration 28Q: 3 clusters Score -2262118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2262121.000000 Penalty: 4902.159668
	Iteration 29Q: 3 clusters Score -2262121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2262123.500000 Penalty: 4902.159668
	Iteration 30Q: 3 clusters Score -2262124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2262124.500000 Penalty: 4902.159668
	Iteration 31Q: 3 clusters Score -2262124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2262126.000000 Penalty: 4902.159668
	Iteration 32Q: 3 clusters Score -2262126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2262127.500000 Penalty: 4902.159668
	Iteration 33Q: 3 clusters Score -2262128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2262130.000000 Penalty: 4902.159668
	Iteration 34Q: 3 clusters Score -2262130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2262130.000000 Penalty: 4902.159668
	Iteration 35F: 3 clusters Score -2262130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -46309.980469 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -46309.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44828.492188 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -44828.49 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45154.988281 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -45154.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45318.128906 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -45318.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45455.558594 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -45455.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45659.339844 Penalty: 3120.618408
	Iteration 4F: 3 clusters Score -45659.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45962.964844 Penalty: 3120.618408
	Iteration 5F: 3 clusters Score -45962.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46110.187500 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -46110.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46167.960938 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -46167.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46200.503906 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -46200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46245.753906 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -46245.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46257.933594 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -46257.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46257.933594 Penalty: 3120.618408
	Iteration 11F: 3 clusters Score -46257.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129463.640625 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127408.640625 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127408.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127728.484375 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127728.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127839.546875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127839.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127899.835938 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127899.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127931.218750 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127949.960938 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127961.773438 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127967.367188 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127974.171875 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127979.664062 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127990.992188 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -127991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127999.460938 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -127999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128003.812500 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -128003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128007.164062 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -128007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128009.304688 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -128009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128013.507812 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -128013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128017.804688 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -128017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128021.914062 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -128021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128023.765625 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -128023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128024.515625 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -128024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128024.515625 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -128024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -23146.677734 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -23146.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21955.908203 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -21955.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22138.623047 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -22138.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22197.212891 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -22197.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22218.371094 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -22218.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22241.421875 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -22241.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22244.705078 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -22244.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22247.353516 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -22247.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22247.353516 Penalty: 2796.624023
	Iteration 7F: 3 clusters Score -22247.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102538 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110689 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 650 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19602 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 2614.066162 but Gain 3429.453125
Score: -110914320.000000 Penalty: 144037.250000
Iteration 159Q: 43 clusters Score -1.109143e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35412 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102548 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35972 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16358 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 110692 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 346792 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 19605 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916336.000000 Penalty: 144037.250000
Iteration 160F: 43 clusters Score -1.109163e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102547 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35967 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16356 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 110692 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346796 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19603 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916488.000000 Penalty: 144037.250000
Iteration 161Q: 43 clusters Score -1.109165e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11436 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102545 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35966 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 110693 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346797 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19603 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916480.000000 Penalty: 144037.250000
Iteration 162Q: 43 clusters Score -1.109165e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2049 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102543 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 24655 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2720 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346799 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19604 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916504.000000 Penalty: 144037.250000
Iteration 163Q: 43 clusters Score -1.109165e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10439 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102543 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16354 members 
Mstep: Class 28 contains 2721 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346803 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19604 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916496.000000 Penalty: 144037.250000
Iteration 164Q: 43 clusters Score -1.109165e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102542 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16354 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346809 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19603 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916448.000000 Penalty: 144037.250000
Iteration 165Q: 43 clusters Score -1.109164e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11421 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102542 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24653 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16354 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346811 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19605 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916424.000000 Penalty: 144037.250000
Iteration 166Q: 43 clusters Score -1.109164e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11419 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35406 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102542 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16353 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346811 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19608 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916440.000000 Penalty: 144037.250000
Iteration 167Q: 43 clusters Score -1.109164e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102543 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16354 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346810 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19610 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916360.000000 Penalty: 144037.250000
Iteration 168Q: 43 clusters Score -1.109164e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11410 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346812 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19612 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916424.000000 Penalty: 144037.250000
Iteration 169Q: 43 clusters Score -1.109164e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24655 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346813 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19611 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916424.000000 Penalty: 144037.250000
Iteration 170Q: 43 clusters Score -1.109164e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24655 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9071 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346814 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19611 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916408.000000 Penalty: 144037.250000
Iteration 171Q: 43 clusters Score -1.109164e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 14273 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9070 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346814 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19611 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916480.000000 Penalty: 144037.250000
Iteration 172Q: 43 clusters Score -1.109165e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11403 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24658 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346821 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19612 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916480.000000 Penalty: 144037.250000
Iteration 173Q: 43 clusters Score -1.109165e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43750 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24658 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9065 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346823 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916544.000000 Penalty: 144037.250000
Iteration 174Q: 43 clusters Score -1.109165e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102541 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24658 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35962 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110694 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346826 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916536.000000 Penalty: 144037.250000
Iteration 175Q: 43 clusters Score -1.109165e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24658 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35960 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110696 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346834 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916544.000000 Penalty: 144037.250000
Iteration 176Q: 43 clusters Score -1.109165e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11390 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10431 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35958 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110697 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346842 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916608.000000 Penalty: 144037.250000
Iteration 177Q: 43 clusters Score -1.109166e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11388 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35408 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 10427 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 35960 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110698 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346845 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916504.000000 Penalty: 144037.250000
Iteration 178Q: 43 clusters Score -1.109165e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11386 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10427 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35959 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110698 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346848 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916520.000000 Penalty: 144037.250000
Iteration 179Q: 43 clusters Score -1.109165e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10429 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35958 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346849 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916560.000000 Penalty: 144037.250000
Iteration 180F: 43 clusters Score -1.109166e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35406 members 
Mstep: Class 11 contains 49858 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10429 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35957 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346854 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916576.000000 Penalty: 144037.250000
Iteration 181Q: 43 clusters Score -1.109166e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49857 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10431 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346856 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916616.000000 Penalty: 144037.250000
Iteration 182Q: 43 clusters Score -1.109166e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346857 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916624.000000 Penalty: 144037.250000
Iteration 183Q: 43 clusters Score -1.109166e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346858 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916584.000000 Penalty: 144037.250000
Iteration 184Q: 43 clusters Score -1.109166e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346858 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916584.000000 Penalty: 144037.250000
Iteration 185F: 43 clusters Score -1.109166e+08 nChanged 0
Entering ConstructFrom: 
Score: -110916584.000000 Penalty: 144037.250000
Entering ConstructFrom: 
Trying to split cluster 1 (57588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Entering Unmasked Estep 
Score: -6402287.000000 Penalty: 2718.345215
	Iteration 0F: 2 clusters Score -6402287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -6363827.000000 Penalty: 5436.690430
	Iteration 0F: 3 clusters Score -6363827 nChanged 26564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6378861.500000 Penalty: 5436.690430
	Iteration 1F: 3 clusters Score -6378862 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6379781.500000 Penalty: 5436.690430
	Iteration 2Q: 3 clusters Score -6379782 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -6380910.500000 Penalty: 5436.690430
	Iteration 3Q: 3 clusters Score -6380910 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -6382514.500000 Penalty: 5436.690430
	Iteration 4F: 3 clusters Score -6382514 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6384676.500000 Penalty: 5436.690430
	Iteration 5F: 3 clusters Score -6384676 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -6387336.500000 Penalty: 5436.690430
	Iteration 6F: 3 clusters Score -6387336 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6390036.500000 Penalty: 5436.690430
	Iteration 7F: 3 clusters Score -6390036 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -6392307.500000 Penalty: 5436.690430
	Iteration 8F: 3 clusters Score -6392308 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6394390.500000 Penalty: 5436.690430
	Iteration 9Q: 3 clusters Score -6394390 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -6396357.500000 Penalty: 5436.690430
	Iteration 10Q: 3 clusters Score -6396358 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -6398031.000000 Penalty: 5436.690430
	Iteration 11Q: 3 clusters Score -6398031 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -6399128.000000 Penalty: 5436.690430
	Iteration 12Q: 3 clusters Score -6399128 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -6399577.000000 Penalty: 5436.690430
	Iteration 13Q: 3 clusters Score -6399577 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6399759.500000 Penalty: 5436.690430
	Iteration 14Q: 3 clusters Score -6399760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -6399847.500000 Penalty: 5436.690430
	Iteration 15Q: 3 clusters Score -6399848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -6399891.000000 Penalty: 5436.690430
	Iteration 16Q: 3 clusters Score -6399891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -6399907.000000 Penalty: 5436.690430
	Iteration 17Q: 3 clusters Score -6399907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -6399924.000000 Penalty: 5436.690430
	Iteration 18Q: 3 clusters Score -6399924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -6399933.000000 Penalty: 5436.690430
	Iteration 19Q: 3 clusters Score -6399933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -6399931.000000 Penalty: 5436.690430
	Iteration 20F: 3 clusters Score -6399931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -6399937.000000 Penalty: 5436.690430
	Iteration 21Q: 3 clusters Score -6399937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -6399942.000000 Penalty: 5436.690430
	Iteration 22Q: 3 clusters Score -6399942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -6399951.000000 Penalty: 5436.690430
	Iteration 23Q: 3 clusters Score -6399951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -6399952.500000 Penalty: 5436.690430
	Iteration 24Q: 3 clusters Score -6399952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -6399958.000000 Penalty: 5436.690430
	Iteration 25Q: 3 clusters Score -6399958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -6399959.000000 Penalty: 5436.690430
	Iteration 26Q: 3 clusters Score -6399959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -6399963.500000 Penalty: 5436.690430
	Iteration 27Q: 3 clusters Score -6399964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -6399967.500000 Penalty: 5436.690430
	Iteration 28Q: 3 clusters Score -6399968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -6399975.000000 Penalty: 5436.690430
	Iteration 29Q: 3 clusters Score -6399975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -6399973.500000 Penalty: 5436.690430
	Iteration 30Q: 3 clusters Score -6399974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -6399967.500000 Penalty: 5436.690430
	Iteration 31Q: 3 clusters Score -6399968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -6399968.500000 Penalty: 5436.690430
	Iteration 32Q: 3 clusters Score -6399968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -6399971.500000 Penalty: 5436.690430
	Iteration 33Q: 3 clusters Score -6399972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -6399973.000000 Penalty: 5436.690430
	Iteration 34Q: 3 clusters Score -6399973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -6399974.000000 Penalty: 5436.690430
	Iteration 35Q: 3 clusters Score -6399974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -6399979.000000 Penalty: 5436.690430
	Iteration 36Q: 3 clusters Score -6399979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -6399979.000000 Penalty: 5436.690430
	Iteration 37F: 3 clusters Score -6399979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32837.960938 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32837.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32990.269531 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -32990.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33048.351562 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -33048.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33097.531250 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33097.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33121.828125 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33121.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33145.824219 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -33145.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33177.074219 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -33177.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33223.042969 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -33223.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33326.632812 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -33326.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33373.765625 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -33373.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33392.570312 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -33392.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33414.542969 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -33414.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33427.550781 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -33427.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33442.707031 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -33442.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33445.250000 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -33445.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33445.250000 Penalty: 2894.066162
	Iteration 15F: 3 clusters Score -33445.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -394598.968750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -394599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -390936.812500 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -390936.8 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -391714.718750 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -391714.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -391887.062500 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -391887.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -392033.906250 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -392033.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -392148.937500 Penalty: 4063.789307
	Iteration 4Q: 3 clusters Score -392148.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -392275.437500 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -392275.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -392428.437500 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -392428.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -392642.343750 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -392642.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -392868.343750 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -392868.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -393115.093750 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -393115.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -393370.031250 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -393370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -393580.437500 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -393580.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -393701.343750 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -393701.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -393759.093750 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -393759.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -393790.875000 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -393790.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -393811.281250 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -393811.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -393830.343750 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -393830.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393847.562500 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -393847.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -393861.125000 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -393861.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -393874.781250 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -393874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -393881.937500 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -393881.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -393888.875000 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -393888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -393890.062500 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -393890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -393891.875000 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -393891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -393893.968750 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -393894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -393894.531250 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -393894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -393898.500000 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -393898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -393900.781250 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -393900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -393902.656250 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -393902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -393904.875000 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -393904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -393905.843750 Penalty: 4063.789307
	Iteration 30Q: 3 clusters Score -393905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -393906.093750 Penalty: 4063.789307
	Iteration 31Q: 3 clusters Score -393906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -393906.093750 Penalty: 4063.789307
	Iteration 32F: 3 clusters Score -393906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -532293.375000 Penalty: 2108.867920
	Iteration 0F: 2 clusters Score -532293.4 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 2488 members 
Entering Unmasked Estep 
Score: -527865.250000 Penalty: 4217.735840
	Iteration 0F: 3 clusters Score -527865.2 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -528870.000000 Penalty: 4217.735840
	Iteration 1F: 3 clusters Score -528870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -529064.312500 Penalty: 4217.735840
	Iteration 2F: 3 clusters Score -529064.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -529183.312500 Penalty: 4217.735840
	Iteration 3Q: 3 clusters Score -529183.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -529255.000000 Penalty: 4217.735840
	Iteration 4Q: 3 clusters Score -529255 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -529324.875000 Penalty: 4217.735840
	Iteration 5Q: 3 clusters Score -529324.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -529379.250000 Penalty: 4217.735840
	Iteration 6Q: 3 clusters Score -529379.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -529454.500000 Penalty: 4217.735840
	Iteration 7Q: 3 clusters Score -529454.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -529555.875000 Penalty: 4217.735840
	Iteration 8Q: 3 clusters Score -529555.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -529678.562500 Penalty: 4217.735840
	Iteration 9Q: 3 clusters Score -529678.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -529790.812500 Penalty: 4217.735840
	Iteration 10Q: 3 clusters Score -529790.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -529904.125000 Penalty: 4217.735840
	Iteration 11Q: 3 clusters Score -529904.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -530014.750000 Penalty: 4217.735840
	Iteration 12Q: 3 clusters Score -530014.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -530131.187500 Penalty: 4217.735840
	Iteration 13Q: 3 clusters Score -530131.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -530253.500000 Penalty: 4217.735840
	Iteration 14Q: 3 clusters Score -530253.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -530356.562500 Penalty: 4217.735840
	Iteration 15Q: 3 clusters Score -530356.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -530463.000000 Penalty: 4217.735840
	Iteration 16Q: 3 clusters Score -530463 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -530579.500000 Penalty: 4217.735840
	Iteration 17Q: 3 clusters Score -530579.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -530676.062500 Penalty: 4217.735840
	Iteration 18Q: 3 clusters Score -530676.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -530750.937500 Penalty: 4217.735840
	Iteration 19Q: 3 clusters Score -530750.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -530801.125000 Penalty: 4217.735840
	Iteration 20F: 3 clusters Score -530801.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -530841.437500 Penalty: 4217.735840
	Iteration 21Q: 3 clusters Score -530841.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -530891.250000 Penalty: 4217.735840
	Iteration 22Q: 3 clusters Score -530891.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -530930.000000 Penalty: 4217.735840
	Iteration 23Q: 3 clusters Score -530930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -530966.187500 Penalty: 4217.735840
	Iteration 24Q: 3 clusters Score -530966.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -530995.562500 Penalty: 4217.735840
	Iteration 25Q: 3 clusters Score -530995.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -531014.625000 Penalty: 4217.735840
	Iteration 26Q: 3 clusters Score -531014.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -531027.875000 Penalty: 4217.735840
	Iteration 27Q: 3 clusters Score -531027.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -531035.375000 Penalty: 4217.735840
	Iteration 28Q: 3 clusters Score -531035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -531041.375000 Penalty: 4217.735840
	Iteration 29Q: 3 clusters Score -531041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -531043.750000 Penalty: 4217.735840
	Iteration 30Q: 3 clusters Score -531043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -531046.750000 Penalty: 4217.735840
	Iteration 31Q: 3 clusters Score -531046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -531048.062500 Penalty: 4217.735840
	Iteration 32Q: 3 clusters Score -531048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -531051.500000 Penalty: 4217.735840
	Iteration 33Q: 3 clusters Score -531051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -531055.875000 Penalty: 4217.735840
	Iteration 34Q: 3 clusters Score -531055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -531059.750000 Penalty: 4217.735840
	Iteration 35Q: 3 clusters Score -531059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -531059.937500 Penalty: 4217.735840
	Iteration 36Q: 3 clusters Score -531059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -531061.000000 Penalty: 4217.735840
	Iteration 37Q: 3 clusters Score -531061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -531062.500000 Penalty: 4217.735840
	Iteration 38Q: 3 clusters Score -531062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -531063.437500 Penalty: 4217.735840
	Iteration 39Q: 3 clusters Score -531063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -531061.687500 Penalty: 4217.735840
	Iteration 40F: 3 clusters Score -531061.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -72513.601562 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -72513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70777.375000 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -70777.38 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71154.351562 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -71154.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -71391.601562 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -71391.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71499.382812 Penalty: 3304.280029
	Iteration 3Q: 3 clusters Score -71499.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71592.351562 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -71592.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71670.828125 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -71670.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71751.265625 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -71751.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71813.750000 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -71813.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71896.500000 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -71896.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72004.640625 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -72004.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72134.640625 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -72134.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72257.195312 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -72257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72339.664062 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -72339.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72368.148438 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -72368.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72403.710938 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -72403.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72467.562500 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -72467.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72575.718750 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -72575.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72621.289062 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -72621.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72684.593750 Penalty: 3304.280029
	Iteration 18Q: 3 clusters Score -72684.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72783.796875 Penalty: 3304.280029
	Iteration 19Q: 3 clusters Score -72783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72803.242188 Penalty: 3304.280029
	Iteration 20F: 3 clusters Score -72803.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72835.281250 Penalty: 3304.280029
	Iteration 21Q: 3 clusters Score -72835.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72859.500000 Penalty: 3304.280029
	Iteration 22Q: 3 clusters Score -72859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72880.007812 Penalty: 3304.280029
	Iteration 23Q: 3 clusters Score -72880.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72902.921875 Penalty: 3304.280029
	Iteration 24Q: 3 clusters Score -72902.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72954.320312 Penalty: 3304.280029
	Iteration 25Q: 3 clusters Score -72954.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72977.140625 Penalty: 3304.280029
	Iteration 26Q: 3 clusters Score -72977.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72991.867188 Penalty: 3304.280029
	Iteration 27Q: 3 clusters Score -72991.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72994.890625 Penalty: 3304.280029
	Iteration 28Q: 3 clusters Score -72994.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72999.187500 Penalty: 3304.280029
	Iteration 29Q: 3 clusters Score -72999.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73001.203125 Penalty: 3304.280029
	Iteration 30Q: 3 clusters Score -73001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73002.242188 Penalty: 3304.280029
	Iteration 31Q: 3 clusters Score -73002.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73003.351562 Penalty: 3304.280029
	Iteration 32Q: 3 clusters Score -73003.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73007.828125 Penalty: 3304.280029
	Iteration 33F: 3 clusters Score -73007.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73028.992188 Penalty: 3304.280029
	Iteration 34Q: 3 clusters Score -73028.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73082.976562 Penalty: 3304.280029
	Iteration 35Q: 3 clusters Score -73082.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73107.507812 Penalty: 3304.280029
	Iteration 36Q: 3 clusters Score -73107.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73123.601562 Penalty: 3304.280029
	Iteration 37F: 3 clusters Score -73123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73384.257812 Penalty: 3304.280029
	Iteration 38Q: 3 clusters Score -73384.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73389.554688 Penalty: 3304.280029
	Iteration 39Q: 3 clusters Score -73389.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73389.554688 Penalty: 3304.280029
	Iteration 40F: 3 clusters Score -73389.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346858 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 366 members 
Entering Unmasked Estep 
Score: -110915696.000000 Penalty: 147466.703125
Splitting cluster 5 changes total score from -110916584.000000 to -110915696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -399468.281250 Penalty: 2057.172119
	Iteration 0F: 2 clusters Score -399468.3 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 1973 members 
Entering Unmasked Estep 
Score: -395566.281250 Penalty: 4114.344238
	Iteration 0F: 3 clusters Score -395566.3 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -396561.531250 Penalty: 4114.344238
	Iteration 1F: 3 clusters Score -396561.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -396953.875000 Penalty: 4114.344238
	Iteration 2F: 3 clusters Score -396953.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -397284.187500 Penalty: 4114.344238
	Iteration 3F: 3 clusters Score -397284.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -397593.031250 Penalty: 4114.344238
	Iteration 4F: 3 clusters Score -397593 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -397858.281250 Penalty: 4114.344238
	Iteration 5F: 3 clusters Score -397858.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -398027.562500 Penalty: 4114.344238
	Iteration 6Q: 3 clusters Score -398027.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -398121.593750 Penalty: 4114.344238
	Iteration 7Q: 3 clusters Score -398121.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398193.187500 Penalty: 4114.344238
	Iteration 8Q: 3 clusters Score -398193.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -398246.093750 Penalty: 4114.344238
	Iteration 9Q: 3 clusters Score -398246.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -398289.500000 Penalty: 4114.344238
	Iteration 10Q: 3 clusters Score -398289.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -398318.437500 Penalty: 4114.344238
	Iteration 11Q: 3 clusters Score -398318.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -398335.281250 Penalty: 4114.344238
	Iteration 12Q: 3 clusters Score -398335.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -398347.000000 Penalty: 4114.344238
	Iteration 13Q: 3 clusters Score -398347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -398354.031250 Penalty: 4114.344238
	Iteration 14Q: 3 clusters Score -398354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398360.812500 Penalty: 4114.344238
	Iteration 15Q: 3 clusters Score -398360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -398364.968750 Penalty: 4114.344238
	Iteration 16Q: 3 clusters Score -398365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -398365.906250 Penalty: 4114.344238
	Iteration 17Q: 3 clusters Score -398365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398367.562500 Penalty: 4114.344238
	Iteration 18Q: 3 clusters Score -398367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -398369.031250 Penalty: 4114.344238
	Iteration 19Q: 3 clusters Score -398369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398370.593750 Penalty: 4114.344238
	Iteration 20F: 3 clusters Score -398370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398370.531250 Penalty: 4114.344238
	Iteration 21Q: 3 clusters Score -398370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -398370.562500 Penalty: 4114.344238
	Iteration 22Q: 3 clusters Score -398370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -398370.562500 Penalty: 4114.344238
	Iteration 23F: 3 clusters Score -398370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Entering Unmasked Estep 
Score: -1269346.375000 Penalty: 2316.136719
	Iteration 0F: 2 clusters Score -1269346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1260813.750000 Penalty: 4632.273438
	Iteration 0F: 3 clusters Score -1260814 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1263298.000000 Penalty: 4632.273438
	Iteration 1F: 3 clusters Score -1263298 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1263590.000000 Penalty: 4632.273438
	Iteration 2F: 3 clusters Score -1263590 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1263800.875000 Penalty: 4632.273438
	Iteration 3Q: 3 clusters Score -1263801 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1263984.000000 Penalty: 4632.273438
	Iteration 4Q: 3 clusters Score -1263984 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1264158.750000 Penalty: 4632.273438
	Iteration 5Q: 3 clusters Score -1264159 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1264332.000000 Penalty: 4632.273438
	Iteration 6Q: 3 clusters Score -1264332 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1264501.500000 Penalty: 4632.273438
	Iteration 7Q: 3 clusters Score -1264502 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1264677.375000 Penalty: 4632.273438
	Iteration 8Q: 3 clusters Score -1264677 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1264876.125000 Penalty: 4632.273438
	Iteration 9Q: 3 clusters Score -1264876 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1265076.125000 Penalty: 4632.273438
	Iteration 10Q: 3 clusters Score -1265076 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1265327.750000 Penalty: 4632.273438
	Iteration 11Q: 3 clusters Score -1265328 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1265589.625000 Penalty: 4632.273438
	Iteration 12Q: 3 clusters Score -1265590 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1265871.125000 Penalty: 4632.273438
	Iteration 13Q: 3 clusters Score -1265871 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1266168.500000 Penalty: 4632.273438
	Iteration 14Q: 3 clusters Score -1266168 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1266387.375000 Penalty: 4632.273438
	Iteration 15Q: 3 clusters Score -1266387 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1266579.000000 Penalty: 4632.273438
	Iteration 16Q: 3 clusters Score -1266579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1266741.250000 Penalty: 4632.273438
	Iteration 17Q: 3 clusters Score -1266741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1266899.125000 Penalty: 4632.273438
	Iteration 18Q: 3 clusters Score -1266899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1267018.625000 Penalty: 4632.273438
	Iteration 19Q: 3 clusters Score -1267019 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1267107.375000 Penalty: 4632.273438
	Iteration 20F: 3 clusters Score -1267107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1267169.875000 Penalty: 4632.273438
	Iteration 21Q: 3 clusters Score -1267170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1267215.875000 Penalty: 4632.273438
	Iteration 22Q: 3 clusters Score -1267216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1267248.750000 Penalty: 4632.273438
	Iteration 23Q: 3 clusters Score -1267249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1267278.500000 Penalty: 4632.273438
	Iteration 24Q: 3 clusters Score -1267278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1267308.500000 Penalty: 4632.273438
	Iteration 25Q: 3 clusters Score -1267308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1267324.750000 Penalty: 4632.273438
	Iteration 26Q: 3 clusters Score -1267325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1267337.375000 Penalty: 4632.273438
	Iteration 27Q: 3 clusters Score -1267337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1267342.875000 Penalty: 4632.273438
	Iteration 28Q: 3 clusters Score -1267343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1267348.750000 Penalty: 4632.273438
	Iteration 29Q: 3 clusters Score -1267349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1267351.250000 Penalty: 4632.273438
	Iteration 30Q: 3 clusters Score -1267351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1267351.500000 Penalty: 4632.273438
	Iteration 31Q: 3 clusters Score -1267352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1267357.625000 Penalty: 4632.273438
	Iteration 32Q: 3 clusters Score -1267358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1267358.250000 Penalty: 4632.273438
	Iteration 33Q: 3 clusters Score -1267358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1267360.875000 Penalty: 4632.273438
	Iteration 34Q: 3 clusters Score -1267361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1267365.750000 Penalty: 4632.273438
	Iteration 35Q: 3 clusters Score -1267366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1267367.625000 Penalty: 4632.273438
	Iteration 36Q: 3 clusters Score -1267368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1267372.250000 Penalty: 4632.273438
	Iteration 37Q: 3 clusters Score -1267372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1267374.375000 Penalty: 4632.273438
	Iteration 38Q: 3 clusters Score -1267374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1267378.375000 Penalty: 4632.273438
	Iteration 39Q: 3 clusters Score -1267378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1267380.250000 Penalty: 4632.273438
	Iteration 40F: 3 clusters Score -1267380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1267384.750000 Penalty: 4632.273438
	Iteration 41Q: 3 clusters Score -1267385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1267386.250000 Penalty: 4632.273438
	Iteration 42Q: 3 clusters Score -1267386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1267387.625000 Penalty: 4632.273438
	Iteration 43Q: 3 clusters Score -1267388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1267388.750000 Penalty: 4632.273438
	Iteration 44Q: 3 clusters Score -1267389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1267388.750000 Penalty: 4632.273438
	Iteration 45F: 3 clusters Score -1267389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -521700.375000 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -521700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -517046.937500 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -517046.9 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -518358.125000 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -518358.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -518776.812500 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -518776.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -519233.000000 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -519233 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -519832.718750 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -519832.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -520406.500000 Penalty: 4254.550781
	Iteration 5F: 3 clusters Score -520406.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -520872.875000 Penalty: 4254.550781
	Iteration 6F: 3 clusters Score -520872.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -521193.093750 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -521193.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -521430.156250 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -521430.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -521576.281250 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -521576.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -521651.781250 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -521651.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -521699.125000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -521699.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -521737.687500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -521737.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -521767.593750 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -521767.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -521784.625000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -521784.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -521797.000000 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -521797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -521808.031250 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -521808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -521818.937500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -521818.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -521823.437500 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -521823.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521825.906250 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -521825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521827.250000 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -521827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521829.093750 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -521829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -521829.156250 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -521829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521829.000000 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -521829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521829.000000 Penalty: 4254.550781
	Iteration 24F: 3 clusters Score -521829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346858 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 1841 members 
Entering Unmasked Estep 
Score: -110915240.000000 Penalty: 147466.703125
Splitting cluster 8 changes total score from -110916584.000000 to -110915240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -269260.843750 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -269260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -266355.687500 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -266355.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -266955.343750 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -266955.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -267112.125000 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -267112.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -267212.812500 Penalty: 3877.342285
	Iteration 3Q: 3 clusters Score -267212.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -267300.750000 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -267300.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -267381.968750 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -267382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -267456.343750 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -267456.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -267511.000000 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -267511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -267544.781250 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -267544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -267571.218750 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -267571.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -267593.437500 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -267593.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -267614.375000 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -267614.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -267627.781250 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -267627.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -267641.218750 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -267641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -267653.375000 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -267653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -267658.781250 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -267658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -267669.187500 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -267669.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -267678.750000 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -267678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -267685.718750 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -267685.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -267691.125000 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -267691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -267696.937500 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -267696.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -267703.656250 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -267703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -267707.375000 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -267707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -267712.343750 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -267712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -267716.843750 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -267716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -267720.125000 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -267720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -267722.187500 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -267722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -267723.312500 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -267723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -267723.312500 Penalty: 3877.342285
	Iteration 28F: 3 clusters Score -267723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Entering Unmasked Estep 
Score: -3915884.250000 Penalty: 2597.702881
	Iteration 0F: 2 clusters Score -3915884 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 17785 members 
Entering Unmasked Estep 
Score: -3891884.500000 Penalty: 5195.405762
	Iteration 0F: 3 clusters Score -3891884 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3900723.750000 Penalty: 5195.405762
	Iteration 1F: 3 clusters Score -3900724 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3901582.000000 Penalty: 5195.405762
	Iteration 2F: 3 clusters Score -3901582 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3902662.500000 Penalty: 5195.405762
	Iteration 3F: 3 clusters Score -3902662 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3904019.250000 Penalty: 5195.405762
	Iteration 4F: 3 clusters Score -3904019 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3905675.500000 Penalty: 5195.405762
	Iteration 5F: 3 clusters Score -3905676 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3907348.000000 Penalty: 5195.405762
	Iteration 6F: 3 clusters Score -3907348 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3908697.250000 Penalty: 5195.405762
	Iteration 7F: 3 clusters Score -3908697 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3909643.750000 Penalty: 5195.405762
	Iteration 8F: 3 clusters Score -3909644 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3910323.250000 Penalty: 5195.405762
	Iteration 9Q: 3 clusters Score -3910323 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3910839.250000 Penalty: 5195.405762
	Iteration 10Q: 3 clusters Score -3910839 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3911272.500000 Penalty: 5195.405762
	Iteration 11Q: 3 clusters Score -3911272 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3911706.500000 Penalty: 5195.405762
	Iteration 12Q: 3 clusters Score -3911706 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3912120.500000 Penalty: 5195.405762
	Iteration 13Q: 3 clusters Score -3912120 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3912615.250000 Penalty: 5195.405762
	Iteration 14Q: 3 clusters Score -3912615 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3913053.750000 Penalty: 5195.405762
	Iteration 15Q: 3 clusters Score -3913054 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3913430.750000 Penalty: 5195.405762
	Iteration 16Q: 3 clusters Score -3913431 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3913715.750000 Penalty: 5195.405762
	Iteration 17Q: 3 clusters Score -3913716 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3914012.250000 Penalty: 5195.405762
	Iteration 18Q: 3 clusters Score -3914012 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3914324.000000 Penalty: 5195.405762
	Iteration 19Q: 3 clusters Score -3914324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3914781.750000 Penalty: 5195.405762
	Iteration 20F: 3 clusters Score -3914782 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3915225.250000 Penalty: 5195.405762
	Iteration 21Q: 3 clusters Score -3915225 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3915456.250000 Penalty: 5195.405762
	Iteration 22Q: 3 clusters Score -3915456 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3915594.500000 Penalty: 5195.405762
	Iteration 23Q: 3 clusters Score -3915594 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3915691.250000 Penalty: 5195.405762
	Iteration 24Q: 3 clusters Score -3915691 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3915777.500000 Penalty: 5195.405762
	Iteration 25Q: 3 clusters Score -3915778 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3915868.250000 Penalty: 5195.405762
	Iteration 26Q: 3 clusters Score -3915868 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3915937.500000 Penalty: 5195.405762
	Iteration 27Q: 3 clusters Score -3915938 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3916016.250000 Penalty: 5195.405762
	Iteration 28Q: 3 clusters Score -3916016 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3916079.500000 Penalty: 5195.405762
	Iteration 29Q: 3 clusters Score -3916080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3916118.750000 Penalty: 5195.405762
	Iteration 30Q: 3 clusters Score -3916119 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3916161.250000 Penalty: 5195.405762
	Iteration 31Q: 3 clusters Score -3916161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3916183.250000 Penalty: 5195.405762
	Iteration 32Q: 3 clusters Score -3916183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3916202.750000 Penalty: 5195.405762
	Iteration 33Q: 3 clusters Score -3916203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3916210.500000 Penalty: 5195.405762
	Iteration 34Q: 3 clusters Score -3916210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3916222.000000 Penalty: 5195.405762
	Iteration 35Q: 3 clusters Score -3916222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3916233.750000 Penalty: 5195.405762
	Iteration 36Q: 3 clusters Score -3916234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3916237.250000 Penalty: 5195.405762
	Iteration 37Q: 3 clusters Score -3916237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3916255.000000 Penalty: 5195.405762
	Iteration 38Q: 3 clusters Score -3916255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3916272.750000 Penalty: 5195.405762
	Iteration 39Q: 3 clusters Score -3916273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3916274.500000 Penalty: 5195.405762
	Iteration 40F: 3 clusters Score -3916274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3916278.750000 Penalty: 5195.405762
	Iteration 41Q: 3 clusters Score -3916279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3916282.000000 Penalty: 5195.405762
	Iteration 42Q: 3 clusters Score -3916282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3916278.500000 Penalty: 5195.405762
	Iteration 43Q: 3 clusters Score -3916278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3916281.750000 Penalty: 5195.405762
	Iteration 44Q: 3 clusters Score -3916282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3916279.500000 Penalty: 5195.405762
	Iteration 45Q: 3 clusters Score -3916280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3916284.250000 Penalty: 5195.405762
	Iteration 46Q: 3 clusters Score -3916284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3916279.750000 Penalty: 5195.405762
	Iteration 47Q: 3 clusters Score -3916280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3916283.500000 Penalty: 5195.405762
	Iteration 48Q: 3 clusters Score -3916284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3916284.250000 Penalty: 5195.405762
	Iteration 49Q: 3 clusters Score -3916284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3916274.750000 Penalty: 5195.405762
	Iteration 50Q: 3 clusters Score -3916275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3916279.500000 Penalty: 5195.405762
	Iteration 51Q: 3 clusters Score -3916280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3916276.500000 Penalty: 5195.405762
	Iteration 52Q: 3 clusters Score -3916276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3916277.500000 Penalty: 5195.405762
	Iteration 53Q: 3 clusters Score -3916278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3916284.500000 Penalty: 5195.405762
	Iteration 54Q: 3 clusters Score -3916284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3916284.500000 Penalty: 5195.405762
	Iteration 55Q: 3 clusters Score -3916284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3916280.750000 Penalty: 5195.405762
	Iteration 56Q: 3 clusters Score -3916281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3916274.750000 Penalty: 5195.405762
	Iteration 57Q: 3 clusters Score -3916275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3916276.500000 Penalty: 5195.405762
	Iteration 58Q: 3 clusters Score -3916276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3916276.500000 Penalty: 5195.405762
	Iteration 59Q: 3 clusters Score -3916276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3916272.250000 Penalty: 5195.405762
	Iteration 60F: 3 clusters Score -3916272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3916278.750000 Penalty: 5195.405762
	Iteration 61Q: 3 clusters Score -3916279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3916280.000000 Penalty: 5195.405762
	Iteration 62Q: 3 clusters Score -3916280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3916278.500000 Penalty: 5195.405762
	Iteration 63Q: 3 clusters Score -3916278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3916278.250000 Penalty: 5195.405762
	Iteration 64Q: 3 clusters Score -3916278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3916279.000000 Penalty: 5195.405762
	Iteration 65Q: 3 clusters Score -3916279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3916279.000000 Penalty: 5195.405762
	Iteration 66F: 3 clusters Score -3916279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31471 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346858 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 3934 members 
Entering Unmasked Estep 
Score: -110915968.000000 Penalty: 147466.703125
Splitting cluster 10 changes total score from -110916584.000000 to -110915968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (49855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Entering Unmasked Estep 
Score: -5671264.500000 Penalty: 2682.584961
	Iteration 0F: 2 clusters Score -5671264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5637545.000000 Penalty: 5365.169922
	Iteration 0F: 3 clusters Score -5637545 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5650560.000000 Penalty: 5365.169922
	Iteration 1F: 3 clusters Score -5650560 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5651205.500000 Penalty: 5365.169922
	Iteration 2Q: 3 clusters Score -5651206 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5651993.500000 Penalty: 5365.169922
	Iteration 3Q: 3 clusters Score -5651994 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5653023.000000 Penalty: 5365.169922
	Iteration 4Q: 3 clusters Score -5653023 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5654563.500000 Penalty: 5365.169922
	Iteration 5F: 3 clusters Score -5654564 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5657018.000000 Penalty: 5365.169922
	Iteration 6F: 3 clusters Score -5657018 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5660271.000000 Penalty: 5365.169922
	Iteration 7F: 3 clusters Score -5660271 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -5663699.000000 Penalty: 5365.169922
	Iteration 8F: 3 clusters Score -5663699 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5666281.000000 Penalty: 5365.169922
	Iteration 9F: 3 clusters Score -5666281 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5667787.500000 Penalty: 5365.169922
	Iteration 10Q: 3 clusters Score -5667788 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5668466.500000 Penalty: 5365.169922
	Iteration 11Q: 3 clusters Score -5668466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5668686.500000 Penalty: 5365.169922
	Iteration 12Q: 3 clusters Score -5668686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5668761.000000 Penalty: 5365.169922
	Iteration 13Q: 3 clusters Score -5668761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5668808.000000 Penalty: 5365.169922
	Iteration 14Q: 3 clusters Score -5668808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5668827.500000 Penalty: 5365.169922
	Iteration 15Q: 3 clusters Score -5668828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5668842.500000 Penalty: 5365.169922
	Iteration 16Q: 3 clusters Score -5668842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5668857.500000 Penalty: 5365.169922
	Iteration 17Q: 3 clusters Score -5668858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5668870.500000 Penalty: 5365.169922
	Iteration 18Q: 3 clusters Score -5668870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5668877.000000 Penalty: 5365.169922
	Iteration 19Q: 3 clusters Score -5668877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5668881.500000 Penalty: 5365.169922
	Iteration 20F: 3 clusters Score -5668882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5668876.500000 Penalty: 5365.169922
	Iteration 21Q: 3 clusters Score -5668876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5668877.000000 Penalty: 5365.169922
	Iteration 22Q: 3 clusters Score -5668877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5668877.000000 Penalty: 5365.169922
	Iteration 23F: 3 clusters Score -5668877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -229526.656250 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -229526.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226844.671875 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -226844.7 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227329.750000 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -227329.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227454.218750 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -227454.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227535.250000 Penalty: 3781.568848
	Iteration 3Q: 3 clusters Score -227535.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -227577.484375 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -227577.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -227604.031250 Penalty: 3781.568848
	Iteration 5Q: 3 clusters Score -227604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -227623.281250 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -227623.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -227633.781250 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -227633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -227644.171875 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -227644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227652.203125 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -227652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227658.765625 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -227658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -227661.015625 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -227661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -227661.937500 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -227661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227664.421875 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -227664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -227666.359375 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -227666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227668.906250 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -227668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227671.671875 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -227671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227672.890625 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -227672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -227673.281250 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -227673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -227674.265625 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -227674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -227674.156250 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -227674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -227675.031250 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -227675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -227675.031250 Penalty: 3781.568848
	Iteration 22F: 3 clusters Score -227675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -754599.062500 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -754599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -748962.312500 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -748962.3 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -750446.562500 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -750446.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -750705.375000 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -750705.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -750856.125000 Penalty: 4376.383301
	Iteration 3Q: 3 clusters Score -750856.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -750980.687500 Penalty: 4376.383301
	Iteration 4Q: 3 clusters Score -750980.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -751076.500000 Penalty: 4376.383301
	Iteration 5Q: 3 clusters Score -751076.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -751158.312500 Penalty: 4376.383301
	Iteration 6Q: 3 clusters Score -751158.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -751258.125000 Penalty: 4376.383301
	Iteration 7Q: 3 clusters Score -751258.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -751364.500000 Penalty: 4376.383301
	Iteration 8Q: 3 clusters Score -751364.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -751480.250000 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -751480.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -751615.625000 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -751615.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -751784.375000 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -751784.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -751966.000000 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -751966 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -752120.062500 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -752120.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -752256.500000 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -752256.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -752371.125000 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -752371.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -752480.812500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -752480.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -752556.500000 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -752556.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -752600.937500 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -752600.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -752634.187500 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -752634.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -752659.562500 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -752659.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -752673.812500 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -752673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -752683.750000 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -752683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -752692.875000 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -752692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -752703.375000 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -752703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -752715.000000 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -752715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -752724.562500 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -752724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -752732.187500 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -752732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -752736.687500 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -752736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -752738.812500 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -752738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -752740.625000 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -752740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -752743.375000 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -752743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -752744.812500 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -752744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -752746.250000 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -752746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -752747.687500 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -752747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -752747.187500 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -752747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -752748.062500 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -752748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -752748.687500 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -752748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -752750.562500 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -752750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -752753.125000 Penalty: 4376.383301
	Iteration 39Q: 3 clusters Score -752753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -752754.187500 Penalty: 4376.383301
	Iteration 40F: 3 clusters Score -752754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Entering Unmasked Estep 
Score: -4953571.500000 Penalty: 2650.200684
	Iteration 0F: 2 clusters Score -4953572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4924200.500000 Penalty: 5300.401367
	Iteration 0F: 3 clusters Score -4924200 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4935525.000000 Penalty: 5300.401367
	Iteration 1F: 3 clusters Score -4935525 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4936369.500000 Penalty: 5300.401367
	Iteration 2Q: 3 clusters Score -4936370 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4937296.500000 Penalty: 5300.401367
	Iteration 3Q: 3 clusters Score -4937296 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4938487.000000 Penalty: 5300.401367
	Iteration 4F: 3 clusters Score -4938487 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -4939944.500000 Penalty: 5300.401367
	Iteration 5F: 3 clusters Score -4939944 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4941526.000000 Penalty: 5300.401367
	Iteration 6F: 3 clusters Score -4941526 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4943488.000000 Penalty: 5300.401367
	Iteration 7F: 3 clusters Score -4943488 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -4945569.000000 Penalty: 5300.401367
	Iteration 8F: 3 clusters Score -4945569 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4947571.000000 Penalty: 5300.401367
	Iteration 9F: 3 clusters Score -4947571 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4948985.500000 Penalty: 5300.401367
	Iteration 10Q: 3 clusters Score -4948986 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4949939.500000 Penalty: 5300.401367
	Iteration 11Q: 3 clusters Score -4949940 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4950540.500000 Penalty: 5300.401367
	Iteration 12Q: 3 clusters Score -4950540 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4950845.000000 Penalty: 5300.401367
	Iteration 13Q: 3 clusters Score -4950845 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4951027.500000 Penalty: 5300.401367
	Iteration 14Q: 3 clusters Score -4951028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4951145.500000 Penalty: 5300.401367
	Iteration 15Q: 3 clusters Score -4951146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4951192.000000 Penalty: 5300.401367
	Iteration 16Q: 3 clusters Score -4951192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4951220.500000 Penalty: 5300.401367
	Iteration 17Q: 3 clusters Score -4951220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4951241.500000 Penalty: 5300.401367
	Iteration 18Q: 3 clusters Score -4951242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4951254.000000 Penalty: 5300.401367
	Iteration 19Q: 3 clusters Score -4951254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4951273.500000 Penalty: 5300.401367
	Iteration 20F: 3 clusters Score -4951274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4951278.500000 Penalty: 5300.401367
	Iteration 21Q: 3 clusters Score -4951278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4951286.500000 Penalty: 5300.401367
	Iteration 22Q: 3 clusters Score -4951286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4951294.000000 Penalty: 5300.401367
	Iteration 23Q: 3 clusters Score -4951294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4951298.000000 Penalty: 5300.401367
	Iteration 24Q: 3 clusters Score -4951298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4951312.500000 Penalty: 5300.401367
	Iteration 25Q: 3 clusters Score -4951312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4951316.000000 Penalty: 5300.401367
	Iteration 26Q: 3 clusters Score -4951316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4951321.000000 Penalty: 5300.401367
	Iteration 27Q: 3 clusters Score -4951321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4951321.500000 Penalty: 5300.401367
	Iteration 28Q: 3 clusters Score -4951322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4951321.500000 Penalty: 5300.401367
	Iteration 29F: 3 clusters Score -4951322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -139400.093750 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -139400.1 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 734 members 
Entering Unmasked Estep 
Score: -137280.859375 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -137280.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -137696.156250 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -137696.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137825.484375 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -137825.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137896.609375 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -137896.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137943.343750 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -137943.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137982.875000 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -137982.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138011.406250 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -138011.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138034.828125 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -138034.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138053.437500 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -138053.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138074.375000 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -138074.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138088.859375 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -138088.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138109.437500 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -138109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -138139.968750 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -138140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138160.796875 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -138160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138173.046875 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -138173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138180.500000 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -138180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138198.187500 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -138198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -138206.437500 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -138206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138215.968750 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -138216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138216.953125 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -138217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138219.906250 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -138219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -138222.750000 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -138222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -138222.750000 Penalty: 3577.298096
	Iteration 22F: 3 clusters Score -138222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Entering Unmasked Estep 
Score: -2921593.000000 Penalty: 2522.216309
	Iteration 0F: 2 clusters Score -2921593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2903655.000000 Penalty: 5044.432617
	Iteration 0F: 3 clusters Score -2903655 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2910762.750000 Penalty: 5044.432617
	Iteration 1F: 3 clusters Score -2910763 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2912079.250000 Penalty: 5044.432617
	Iteration 2F: 3 clusters Score -2912079 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2913611.000000 Penalty: 5044.432617
	Iteration 3F: 3 clusters Score -2913611 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2915252.250000 Penalty: 5044.432617
	Iteration 4F: 3 clusters Score -2915252 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2916943.500000 Penalty: 5044.432617
	Iteration 5F: 3 clusters Score -2916944 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2918250.250000 Penalty: 5044.432617
	Iteration 6F: 3 clusters Score -2918250 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2919066.000000 Penalty: 5044.432617
	Iteration 7Q: 3 clusters Score -2919066 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2919622.500000 Penalty: 5044.432617
	Iteration 8Q: 3 clusters Score -2919622 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2920104.750000 Penalty: 5044.432617
	Iteration 9Q: 3 clusters Score -2920105 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2920478.750000 Penalty: 5044.432617
	Iteration 10Q: 3 clusters Score -2920479 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2920817.500000 Penalty: 5044.432617
	Iteration 11Q: 3 clusters Score -2920818 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2921090.500000 Penalty: 5044.432617
	Iteration 12Q: 3 clusters Score -2921090 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2921356.250000 Penalty: 5044.432617
	Iteration 13Q: 3 clusters Score -2921356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2921545.000000 Penalty: 5044.432617
	Iteration 14Q: 3 clusters Score -2921545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2921650.500000 Penalty: 5044.432617
	Iteration 15Q: 3 clusters Score -2921650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2921694.750000 Penalty: 5044.432617
	Iteration 16Q: 3 clusters Score -2921695 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2921714.500000 Penalty: 5044.432617
	Iteration 17Q: 3 clusters Score -2921714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2921723.000000 Penalty: 5044.432617
	Iteration 18Q: 3 clusters Score -2921723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2921725.250000 Penalty: 5044.432617
	Iteration 19Q: 3 clusters Score -2921725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2921717.250000 Penalty: 5044.432617
	Iteration 20F: 3 clusters Score -2921717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2921721.750000 Penalty: 5044.432617
	Iteration 21Q: 3 clusters Score -2921722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2921728.250000 Penalty: 5044.432617
	Iteration 22Q: 3 clusters Score -2921728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2921732.000000 Penalty: 5044.432617
	Iteration 23Q: 3 clusters Score -2921732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2921731.000000 Penalty: 5044.432617
	Iteration 24Q: 3 clusters Score -2921731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2921737.750000 Penalty: 5044.432617
	Iteration 25Q: 3 clusters Score -2921738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2921739.500000 Penalty: 5044.432617
	Iteration 26Q: 3 clusters Score -2921740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2921745.000000 Penalty: 5044.432617
	Iteration 27Q: 3 clusters Score -2921745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2921748.250000 Penalty: 5044.432617
	Iteration 28Q: 3 clusters Score -2921748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2921750.500000 Penalty: 5044.432617
	Iteration 29Q: 3 clusters Score -2921750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2921746.250000 Penalty: 5044.432617
	Iteration 30Q: 3 clusters Score -2921746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2921747.000000 Penalty: 5044.432617
	Iteration 31Q: 3 clusters Score -2921747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2921749.750000 Penalty: 5044.432617
	Iteration 32Q: 3 clusters Score -2921750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2921748.250000 Penalty: 5044.432617
	Iteration 33Q: 3 clusters Score -2921748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2921754.000000 Penalty: 5044.432617
	Iteration 34Q: 3 clusters Score -2921754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2921748.750000 Penalty: 5044.432617
	Iteration 35Q: 3 clusters Score -2921749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2921750.500000 Penalty: 5044.432617
	Iteration 36Q: 3 clusters Score -2921750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2921750.000000 Penalty: 5044.432617
	Iteration 37Q: 3 clusters Score -2921750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2921750.000000 Penalty: 5044.432617
	Iteration 38F: 3 clusters Score -2921750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 346858 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 22301 members 
Entering Unmasked Estep 
Score: -110915832.000000 Penalty: 147466.703125
Splitting cluster 16 changes total score from -110916584.000000 to -110915832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (10434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Entering Unmasked Estep 
Score: -1135469.375000 Penalty: 2294.700439
	Iteration 0F: 2 clusters Score -1135469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1127514.375000 Penalty: 4589.400879
	Iteration 0F: 3 clusters Score -1127514 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1129700.625000 Penalty: 4589.400879
	Iteration 1F: 3 clusters Score -1129701 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1129960.125000 Penalty: 4589.400879
	Iteration 2F: 3 clusters Score -1129960 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1130162.875000 Penalty: 4589.400879
	Iteration 3Q: 3 clusters Score -1130163 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1130323.875000 Penalty: 4589.400879
	Iteration 4Q: 3 clusters Score -1130324 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1130467.750000 Penalty: 4589.400879
	Iteration 5Q: 3 clusters Score -1130468 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1130617.000000 Penalty: 4589.400879
	Iteration 6Q: 3 clusters Score -1130617 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1130800.000000 Penalty: 4589.400879
	Iteration 7Q: 3 clusters Score -1130800 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1131015.250000 Penalty: 4589.400879
	Iteration 8Q: 3 clusters Score -1131015 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1131245.250000 Penalty: 4589.400879
	Iteration 9Q: 3 clusters Score -1131245 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1131468.625000 Penalty: 4589.400879
	Iteration 10Q: 3 clusters Score -1131469 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1131711.625000 Penalty: 4589.400879
	Iteration 11Q: 3 clusters Score -1131712 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1131962.750000 Penalty: 4589.400879
	Iteration 12Q: 3 clusters Score -1131963 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1132178.875000 Penalty: 4589.400879
	Iteration 13Q: 3 clusters Score -1132179 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1132357.625000 Penalty: 4589.400879
	Iteration 14Q: 3 clusters Score -1132358 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1132506.000000 Penalty: 4589.400879
	Iteration 15Q: 3 clusters Score -1132506 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1132627.125000 Penalty: 4589.400879
	Iteration 16Q: 3 clusters Score -1132627 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1132722.375000 Penalty: 4589.400879
	Iteration 17Q: 3 clusters Score -1132722 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1132779.375000 Penalty: 4589.400879
	Iteration 18Q: 3 clusters Score -1132779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1132815.875000 Penalty: 4589.400879
	Iteration 19Q: 3 clusters Score -1132816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1132839.250000 Penalty: 4589.400879
	Iteration 20F: 3 clusters Score -1132839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1132857.125000 Penalty: 4589.400879
	Iteration 21Q: 3 clusters Score -1132857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1132875.000000 Penalty: 4589.400879
	Iteration 22Q: 3 clusters Score -1132875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1132882.750000 Penalty: 4589.400879
	Iteration 23Q: 3 clusters Score -1132883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1132891.750000 Penalty: 4589.400879
	Iteration 24Q: 3 clusters Score -1132892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1132894.375000 Penalty: 4589.400879
	Iteration 25Q: 3 clusters Score -1132894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1132892.500000 Penalty: 4589.400879
	Iteration 26Q: 3 clusters Score -1132892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1132903.000000 Penalty: 4589.400879
	Iteration 27Q: 3 clusters Score -1132903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1132906.750000 Penalty: 4589.400879
	Iteration 28Q: 3 clusters Score -1132907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1132905.875000 Penalty: 4589.400879
	Iteration 29Q: 3 clusters Score -1132906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1132911.625000 Penalty: 4589.400879
	Iteration 30Q: 3 clusters Score -1132912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1132919.500000 Penalty: 4589.400879
	Iteration 31Q: 3 clusters Score -1132920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1132928.500000 Penalty: 4589.400879
	Iteration 32Q: 3 clusters Score -1132928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1132936.375000 Penalty: 4589.400879
	Iteration 33Q: 3 clusters Score -1132936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1132942.750000 Penalty: 4589.400879
	Iteration 34Q: 3 clusters Score -1132943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1132950.500000 Penalty: 4589.400879
	Iteration 35Q: 3 clusters Score -1132950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1132956.125000 Penalty: 4589.400879
	Iteration 36Q: 3 clusters Score -1132956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1132964.750000 Penalty: 4589.400879
	Iteration 37Q: 3 clusters Score -1132965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1132968.875000 Penalty: 4589.400879
	Iteration 38Q: 3 clusters Score -1132969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1132975.500000 Penalty: 4589.400879
	Iteration 39Q: 3 clusters Score -1132976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1132983.625000 Penalty: 4589.400879
	Iteration 40F: 3 clusters Score -1132984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1132993.125000 Penalty: 4589.400879
	Iteration 41Q: 3 clusters Score -1132993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1132999.750000 Penalty: 4589.400879
	Iteration 42Q: 3 clusters Score -1133000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1133005.750000 Penalty: 4589.400879
	Iteration 43Q: 3 clusters Score -1133006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1133016.000000 Penalty: 4589.400879
	Iteration 44Q: 3 clusters Score -1133016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1133025.375000 Penalty: 4589.400879
	Iteration 45Q: 3 clusters Score -1133025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1133039.875000 Penalty: 4589.400879
	Iteration 46Q: 3 clusters Score -1133040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1133048.625000 Penalty: 4589.400879
	Iteration 47Q: 3 clusters Score -1133049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1133060.000000 Penalty: 4589.400879
	Iteration 48Q: 3 clusters Score -1133060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1133065.375000 Penalty: 4589.400879
	Iteration 49Q: 3 clusters Score -1133065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1133072.000000 Penalty: 4589.400879
	Iteration 50Q: 3 clusters Score -1133072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1133075.000000 Penalty: 4589.400879
	Iteration 51Q: 3 clusters Score -1133075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1133080.625000 Penalty: 4589.400879
	Iteration 52Q: 3 clusters Score -1133081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1133081.625000 Penalty: 4589.400879
	Iteration 53Q: 3 clusters Score -1133082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1133085.000000 Penalty: 4589.400879
	Iteration 54Q: 3 clusters Score -1133085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1133085.625000 Penalty: 4589.400879
	Iteration 55Q: 3 clusters Score -1133086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1133089.875000 Penalty: 4589.400879
	Iteration 56Q: 3 clusters Score -1133090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1133092.500000 Penalty: 4589.400879
	Iteration 57Q: 3 clusters Score -1133092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1133097.375000 Penalty: 4589.400879
	Iteration 58Q: 3 clusters Score -1133097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1133100.375000 Penalty: 4589.400879
	Iteration 59Q: 3 clusters Score -1133100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1133099.250000 Penalty: 4589.400879
	Iteration 60F: 3 clusters Score -1133099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1133102.500000 Penalty: 4589.400879
	Iteration 61Q: 3 clusters Score -1133102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1133105.250000 Penalty: 4589.400879
	Iteration 62Q: 3 clusters Score -1133105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1133108.375000 Penalty: 4589.400879
	Iteration 63Q: 3 clusters Score -1133108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1133109.125000 Penalty: 4589.400879
	Iteration 64Q: 3 clusters Score -1133109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1133110.625000 Penalty: 4589.400879
	Iteration 65Q: 3 clusters Score -1133111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1133107.875000 Penalty: 4589.400879
	Iteration 66Q: 3 clusters Score -1133108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1133111.500000 Penalty: 4589.400879
	Iteration 67Q: 3 clusters Score -1133112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1133115.750000 Penalty: 4589.400879
	Iteration 68Q: 3 clusters Score -1133116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1133116.500000 Penalty: 4589.400879
	Iteration 69Q: 3 clusters Score -1133116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1133117.125000 Penalty: 4589.400879
	Iteration 70Q: 3 clusters Score -1133117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1133121.125000 Penalty: 4589.400879
	Iteration 71Q: 3 clusters Score -1133121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1133124.125000 Penalty: 4589.400879
	Iteration 72Q: 3 clusters Score -1133124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1133122.500000 Penalty: 4589.400879
	Iteration 73Q: 3 clusters Score -1133122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1133124.750000 Penalty: 4589.400879
	Iteration 74Q: 3 clusters Score -1133125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1133126.250000 Penalty: 4589.400879
	Iteration 75Q: 3 clusters Score -1133126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1133131.625000 Penalty: 4589.400879
	Iteration 76Q: 3 clusters Score -1133132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1133129.625000 Penalty: 4589.400879
	Iteration 77Q: 3 clusters Score -1133130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1133136.750000 Penalty: 4589.400879
	Iteration 78Q: 3 clusters Score -1133137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1133143.375000 Penalty: 4589.400879
	Iteration 79Q: 3 clusters Score -1133143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1133147.000000 Penalty: 4589.400879
	Iteration 80F: 3 clusters Score -1133147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1133155.000000 Penalty: 4589.400879
	Iteration 81Q: 3 clusters Score -1133155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1133158.750000 Penalty: 4589.400879
	Iteration 82Q: 3 clusters Score -1133159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1133161.375000 Penalty: 4589.400879
	Iteration 83Q: 3 clusters Score -1133161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1133161.875000 Penalty: 4589.400879
	Iteration 84Q: 3 clusters Score -1133162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1133167.125000 Penalty: 4589.400879
	Iteration 85Q: 3 clusters Score -1133167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1133169.250000 Penalty: 4589.400879
	Iteration 86Q: 3 clusters Score -1133169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1133172.125000 Penalty: 4589.400879
	Iteration 87Q: 3 clusters Score -1133172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1133177.000000 Penalty: 4589.400879
	Iteration 88Q: 3 clusters Score -1133177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1133179.125000 Penalty: 4589.400879
	Iteration 89Q: 3 clusters Score -1133179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1133180.875000 Penalty: 4589.400879
	Iteration 90Q: 3 clusters Score -1133181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1133183.125000 Penalty: 4589.400879
	Iteration 91Q: 3 clusters Score -1133183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1133188.125000 Penalty: 4589.400879
	Iteration 92Q: 3 clusters Score -1133188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1133194.250000 Penalty: 4589.400879
	Iteration 93Q: 3 clusters Score -1133194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1133196.250000 Penalty: 4589.400879
	Iteration 94Q: 3 clusters Score -1133196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1133198.750000 Penalty: 4589.400879
	Iteration 95Q: 3 clusters Score -1133199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1133205.250000 Penalty: 4589.400879
	Iteration 96Q: 3 clusters Score -1133205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1133210.125000 Penalty: 4589.400879
	Iteration 97Q: 3 clusters Score -1133210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1133215.125000 Penalty: 4589.400879
	Iteration 98Q: 3 clusters Score -1133215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1133221.500000 Penalty: 4589.400879
	Iteration 99Q: 3 clusters Score -1133222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1133224.125000 Penalty: 4589.400879
	Iteration 100F: 3 clusters Score -1133224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1133233.375000 Penalty: 4589.400879
	Iteration 101Q: 3 clusters Score -1133233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1133239.375000 Penalty: 4589.400879
	Iteration 102Q: 3 clusters Score -1133239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1133247.625000 Penalty: 4589.400879
	Iteration 103Q: 3 clusters Score -1133248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1133251.625000 Penalty: 4589.400879
	Iteration 104Q: 3 clusters Score -1133252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1133260.375000 Penalty: 4589.400879
	Iteration 105Q: 3 clusters Score -1133260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1133263.875000 Penalty: 4589.400879
	Iteration 106Q: 3 clusters Score -1133264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1133266.375000 Penalty: 4589.400879
	Iteration 107Q: 3 clusters Score -1133266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1133270.125000 Penalty: 4589.400879
	Iteration 108Q: 3 clusters Score -1133270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1133272.250000 Penalty: 4589.400879
	Iteration 109Q: 3 clusters Score -1133272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1133278.125000 Penalty: 4589.400879
	Iteration 110Q: 3 clusters Score -1133278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1133276.875000 Penalty: 4589.400879
	Iteration 111Q: 3 clusters Score -1133277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1133279.500000 Penalty: 4589.400879
	Iteration 112Q: 3 clusters Score -1133280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1133282.000000 Penalty: 4589.400879
	Iteration 113Q: 3 clusters Score -1133282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1133281.875000 Penalty: 4589.400879
	Iteration 114Q: 3 clusters Score -1133282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1133282.875000 Penalty: 4589.400879
	Iteration 115Q: 3 clusters Score -1133283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1133289.000000 Penalty: 4589.400879
	Iteration 116Q: 3 clusters Score -1133289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1133290.375000 Penalty: 4589.400879
	Iteration 117Q: 3 clusters Score -1133290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1133294.750000 Penalty: 4589.400879
	Iteration 118Q: 3 clusters Score -1133295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1133295.875000 Penalty: 4589.400879
	Iteration 119Q: 3 clusters Score -1133296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1133296.250000 Penalty: 4589.400879
	Iteration 120F: 3 clusters Score -1133296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1133299.375000 Penalty: 4589.400879
	Iteration 121Q: 3 clusters Score -1133299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1133300.625000 Penalty: 4589.400879
	Iteration 122Q: 3 clusters Score -1133301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1133300.125000 Penalty: 4589.400879
	Iteration 123Q: 3 clusters Score -1133300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1133299.000000 Penalty: 4589.400879
	Iteration 124Q: 3 clusters Score -1133299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1133300.500000 Penalty: 4589.400879
	Iteration 125Q: 3 clusters Score -1133300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1133300.625000 Penalty: 4589.400879
	Iteration 126Q: 3 clusters Score -1133301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1133303.750000 Penalty: 4589.400879
	Iteration 127Q: 3 clusters Score -1133304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1133307.750000 Penalty: 4589.400879
	Iteration 128Q: 3 clusters Score -1133308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1133307.375000 Penalty: 4589.400879
	Iteration 129Q: 3 clusters Score -1133307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1133310.375000 Penalty: 4589.400879
	Iteration 130Q: 3 clusters Score -1133310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1133311.250000 Penalty: 4589.400879
	Iteration 131Q: 3 clusters Score -1133311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1133312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1133314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1133316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1133318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1133319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1133324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1133325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1133328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1133327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1133326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1133330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1133328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1133331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1133331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1133332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1133331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1133333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1133337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1133340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1133341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1133345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1133345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1133348 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1133348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1133352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1133353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1133353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1133352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1133352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1133352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1133356 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1133355 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1133356 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2413 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1133359 nChanged 6
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Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1133362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1133364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1133366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1133365 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1133367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1133366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1133369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1133371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1133372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1133372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1133374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1133382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1133386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1133393 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1133402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1133404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1133408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1133415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1133427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1133438 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1133448 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1133456 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1133466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1133473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1133478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1133480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1133486 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1133491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1133491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1133495 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1133501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1133502 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1133504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1133505 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1133508 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1133509 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1133509 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1133512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1133510 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1133513 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1133513 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1133514 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1133514 nChanged 4
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1133515 nChanged 2
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Mstep: Class 1 contains 1817 members 
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	Iteration 210Q: 3 clusters Score -1133514 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1133516 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8632 members 
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	Iteration 212Q: 3 clusters Score -1133518 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1133522 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1133527 nChanged 13
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Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1133531.250000 Penalty: 4589.400879
	Iteration 215Q: 3 clusters Score -1133531 nChanged 9
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Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1133532 nChanged 13
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Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1133537 nChanged 14
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Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1133540 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1133543.000000 Penalty: 4589.400879
	Iteration 219Q: 3 clusters Score -1133543 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1133547 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1133552 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1133555 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1133560 nChanged 15
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Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1133565 nChanged 16
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Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1133568 nChanged 14
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Entering Unmasked Estep 
Score: -1133571.500000 Penalty: 4589.400879
	Iteration 226Q: 3 clusters Score -1133572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1133574.500000 Penalty: 4589.400879
	Iteration 227Q: 3 clusters Score -1133574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1133577.625000 Penalty: 4589.400879
	Iteration 228Q: 3 clusters Score -1133578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1133583.625000 Penalty: 4589.400879
	Iteration 229Q: 3 clusters Score -1133584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1133584.500000 Penalty: 4589.400879
	Iteration 230Q: 3 clusters Score -1133584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1133585.000000 Penalty: 4589.400879
	Iteration 231Q: 3 clusters Score -1133585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1133585.875000 Penalty: 4589.400879
	Iteration 232Q: 3 clusters Score -1133586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1133587.125000 Penalty: 4589.400879
	Iteration 233Q: 3 clusters Score -1133587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1133590.750000 Penalty: 4589.400879
	Iteration 234Q: 3 clusters Score -1133591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1133591.500000 Penalty: 4589.400879
	Iteration 235Q: 3 clusters Score -1133592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1133593.875000 Penalty: 4589.400879
	Iteration 236Q: 3 clusters Score -1133594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1133595.000000 Penalty: 4589.400879
	Iteration 237Q: 3 clusters Score -1133595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1133597.125000 Penalty: 4589.400879
	Iteration 238Q: 3 clusters Score -1133597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1133598.000000 Penalty: 4589.400879
	Iteration 239Q: 3 clusters Score -1133598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1133597.375000 Penalty: 4589.400879
	Iteration 240F: 3 clusters Score -1133597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1133598.375000 Penalty: 4589.400879
	Iteration 241Q: 3 clusters Score -1133598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1133599.750000 Penalty: 4589.400879
	Iteration 242Q: 3 clusters Score -1133600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1133601.500000 Penalty: 4589.400879
	Iteration 243Q: 3 clusters Score -1133602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1133604.375000 Penalty: 4589.400879
	Iteration 244Q: 3 clusters Score -1133604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1133608.000000 Penalty: 4589.400879
	Iteration 245Q: 3 clusters Score -1133608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1133610.750000 Penalty: 4589.400879
	Iteration 246Q: 3 clusters Score -1133611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1133612.750000 Penalty: 4589.400879
	Iteration 247Q: 3 clusters Score -1133613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1133617.000000 Penalty: 4589.400879
	Iteration 248Q: 3 clusters Score -1133617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1133618.500000 Penalty: 4589.400879
	Iteration 249Q: 3 clusters Score -1133618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1133623.625000 Penalty: 4589.400879
	Iteration 250Q: 3 clusters Score -1133624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1133627.125000 Penalty: 4589.400879
	Iteration 251Q: 3 clusters Score -1133627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1133632.750000 Penalty: 4589.400879
	Iteration 252Q: 3 clusters Score -1133633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1133637.000000 Penalty: 4589.400879
	Iteration 253Q: 3 clusters Score -1133637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1133641.125000 Penalty: 4589.400879
	Iteration 254Q: 3 clusters Score -1133641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1133642.375000 Penalty: 4589.400879
	Iteration 255Q: 3 clusters Score -1133642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1133642.875000 Penalty: 4589.400879
	Iteration 256Q: 3 clusters Score -1133643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1133640.875000 Penalty: 4589.400879
	Iteration 257Q: 3 clusters Score -1133641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1133644.875000 Penalty: 4589.400879
	Iteration 258Q: 3 clusters Score -1133645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1133645.375000 Penalty: 4589.400879
	Iteration 259Q: 3 clusters Score -1133645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1133644.375000 Penalty: 4589.400879
	Iteration 260F: 3 clusters Score -1133644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1133647.625000 Penalty: 4589.400879
	Iteration 261Q: 3 clusters Score -1133648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1133646.375000 Penalty: 4589.400879
	Iteration 262Q: 3 clusters Score -1133646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1133647.250000 Penalty: 4589.400879
	Iteration 263Q: 3 clusters Score -1133647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1133647.250000 Penalty: 4589.400879
	Iteration 264F: 3 clusters Score -1133647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -16508.308594 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -16508.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15469.155273 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -15469.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15708.730469 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15708.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15742.988281 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15742.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15767.253906 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15767.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15767.253906 Penalty: 2610.294189
	Iteration 4F: 3 clusters Score -15767.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Entering Unmasked Estep 
Score: -1096413.375000 Penalty: 2280.592529
	Iteration 0F: 2 clusters Score -1096413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1088847.500000 Penalty: 4561.185059
	Iteration 0F: 3 clusters Score -1088848 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1091004.875000 Penalty: 4561.185059
	Iteration 1F: 3 clusters Score -1091005 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1091290.000000 Penalty: 4561.185059
	Iteration 2F: 3 clusters Score -1091290 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1091498.125000 Penalty: 4561.185059
	Iteration 3Q: 3 clusters Score -1091498 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1091639.250000 Penalty: 4561.185059
	Iteration 4Q: 3 clusters Score -1091639 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1091766.875000 Penalty: 4561.185059
	Iteration 5Q: 3 clusters Score -1091767 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1091902.375000 Penalty: 4561.185059
	Iteration 6Q: 3 clusters Score -1091902 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1092049.000000 Penalty: 4561.185059
	Iteration 7Q: 3 clusters Score -1092049 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1092234.750000 Penalty: 4561.185059
	Iteration 8Q: 3 clusters Score -1092235 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1092452.875000 Penalty: 4561.185059
	Iteration 9Q: 3 clusters Score -1092453 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1092711.000000 Penalty: 4561.185059
	Iteration 10Q: 3 clusters Score -1092711 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1093006.125000 Penalty: 4561.185059
	Iteration 11Q: 3 clusters Score -1093006 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1093309.000000 Penalty: 4561.185059
	Iteration 12Q: 3 clusters Score -1093309 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1093583.125000 Penalty: 4561.185059
	Iteration 13Q: 3 clusters Score -1093583 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1093839.000000 Penalty: 4561.185059
	Iteration 14Q: 3 clusters Score -1093839 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1094038.875000 Penalty: 4561.185059
	Iteration 15Q: 3 clusters Score -1094039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1094157.125000 Penalty: 4561.185059
	Iteration 16Q: 3 clusters Score -1094157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1094239.875000 Penalty: 4561.185059
	Iteration 17Q: 3 clusters Score -1094240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1094306.750000 Penalty: 4561.185059
	Iteration 18Q: 3 clusters Score -1094307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1094348.750000 Penalty: 4561.185059
	Iteration 19Q: 3 clusters Score -1094349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1094374.375000 Penalty: 4561.185059
	Iteration 20F: 3 clusters Score -1094374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1094410.000000 Penalty: 4561.185059
	Iteration 21Q: 3 clusters Score -1094410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1094439.625000 Penalty: 4561.185059
	Iteration 22Q: 3 clusters Score -1094440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1094457.500000 Penalty: 4561.185059
	Iteration 23Q: 3 clusters Score -1094458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1094477.125000 Penalty: 4561.185059
	Iteration 24Q: 3 clusters Score -1094477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1094498.625000 Penalty: 4561.185059
	Iteration 25Q: 3 clusters Score -1094499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1094512.875000 Penalty: 4561.185059
	Iteration 26Q: 3 clusters Score -1094513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1094520.875000 Penalty: 4561.185059
	Iteration 27Q: 3 clusters Score -1094521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1094527.750000 Penalty: 4561.185059
	Iteration 28Q: 3 clusters Score -1094528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1094531.000000 Penalty: 4561.185059
	Iteration 29Q: 3 clusters Score -1094531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1094537.875000 Penalty: 4561.185059
	Iteration 30Q: 3 clusters Score -1094538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1094541.250000 Penalty: 4561.185059
	Iteration 31Q: 3 clusters Score -1094541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1094545.000000 Penalty: 4561.185059
	Iteration 32Q: 3 clusters Score -1094545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1094557.750000 Penalty: 4561.185059
	Iteration 33Q: 3 clusters Score -1094558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1094569.875000 Penalty: 4561.185059
	Iteration 34Q: 3 clusters Score -1094570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1094576.125000 Penalty: 4561.185059
	Iteration 35Q: 3 clusters Score -1094576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1094580.750000 Penalty: 4561.185059
	Iteration 36Q: 3 clusters Score -1094581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1094582.625000 Penalty: 4561.185059
	Iteration 37Q: 3 clusters Score -1094583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1094582.000000 Penalty: 4561.185059
	Iteration 38Q: 3 clusters Score -1094582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1094582.000000 Penalty: 4561.185059
	Iteration 39F: 3 clusters Score -1094582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (102540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Entering Unmasked Estep 
Score: -11614105.000000 Penalty: 2861.426270
	Iteration 0F: 2 clusters Score -1.16141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -11545413.000000 Penalty: 5722.852539
	Iteration 0F: 3 clusters Score -1.154541e+07 nChanged 48610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -11573026.000000 Penalty: 5722.852539
	Iteration 1F: 3 clusters Score -1.157303e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -11573655.000000 Penalty: 5722.852539
	Iteration 2Q: 3 clusters Score -1.157366e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -11574472.000000 Penalty: 5722.852539
	Iteration 3Q: 3 clusters Score -1.157447e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -11575374.000000 Penalty: 5722.852539
	Iteration 4Q: 3 clusters Score -1.157537e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -11576672.000000 Penalty: 5722.852539
	Iteration 5Q: 3 clusters Score -1.157667e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -11578425.000000 Penalty: 5722.852539
	Iteration 6Q: 3 clusters Score -1.157842e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -11581258.000000 Penalty: 5722.852539
	Iteration 7F: 3 clusters Score -1.158126e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -11585827.000000 Penalty: 5722.852539
	Iteration 8F: 3 clusters Score -1.158583e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -11592198.000000 Penalty: 5722.852539
	Iteration 9F: 3 clusters Score -1.15922e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -11599098.000000 Penalty: 5722.852539
	Iteration 10F: 3 clusters Score -1.15991e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94343 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -11604747.000000 Penalty: 5722.852539
	Iteration 11F: 3 clusters Score -1.160475e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -11608246.000000 Penalty: 5722.852539
	Iteration 12Q: 3 clusters Score -1.160825e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -11609850.000000 Penalty: 5722.852539
	Iteration 13Q: 3 clusters Score -1.160985e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11610666.000000 Penalty: 5722.852539
	Iteration 14Q: 3 clusters Score -1.161067e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11611096.000000 Penalty: 5722.852539
	Iteration 15Q: 3 clusters Score -1.16111e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11611294.000000 Penalty: 5722.852539
	Iteration 16Q: 3 clusters Score -1.161129e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11611403.000000 Penalty: 5722.852539
	Iteration 17Q: 3 clusters Score -1.16114e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11611500.000000 Penalty: 5722.852539
	Iteration 18Q: 3 clusters Score -1.16115e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11611560.000000 Penalty: 5722.852539
	Iteration 19Q: 3 clusters Score -1.161156e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11611600.000000 Penalty: 5722.852539
	Iteration 20F: 3 clusters Score -1.16116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11611614.000000 Penalty: 5722.852539
	Iteration 21Q: 3 clusters Score -1.161161e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11611626.000000 Penalty: 5722.852539
	Iteration 22Q: 3 clusters Score -1.161163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11611636.000000 Penalty: 5722.852539
	Iteration 23Q: 3 clusters Score -1.161164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11611662.000000 Penalty: 5722.852539
	Iteration 24Q: 3 clusters Score -1.161166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11611653.000000 Penalty: 5722.852539
	Iteration 25Q: 3 clusters Score -1.161165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11611673.000000 Penalty: 5722.852539
	Iteration 26Q: 3 clusters Score -1.161167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11611678.000000 Penalty: 5722.852539
	Iteration 27Q: 3 clusters Score -1.161168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11611695.000000 Penalty: 5722.852539
	Iteration 28Q: 3 clusters Score -1.16117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11611684.000000 Penalty: 5722.852539
	Iteration 29Q: 3 clusters Score -1.161168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11611700.000000 Penalty: 5722.852539
	Iteration 30Q: 3 clusters Score -1.16117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11611687.000000 Penalty: 5722.852539
	Iteration 31Q: 3 clusters Score -1.161169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11611697.000000 Penalty: 5722.852539
	Iteration 32Q: 3 clusters Score -1.16117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11611698.000000 Penalty: 5722.852539
	Iteration 33Q: 3 clusters Score -1.16117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11611694.000000 Penalty: 5722.852539
	Iteration 34Q: 3 clusters Score -1.161169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11611701.000000 Penalty: 5722.852539
	Iteration 35Q: 3 clusters Score -1.16117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11611708.000000 Penalty: 5722.852539
	Iteration 36Q: 3 clusters Score -1.161171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11611709.000000 Penalty: 5722.852539
	Iteration 37Q: 3 clusters Score -1.161171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11611708.000000 Penalty: 5722.852539
	Iteration 38Q: 3 clusters Score -1.161171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11611706.000000 Penalty: 5722.852539
	Iteration 39Q: 3 clusters Score -1.161171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11611707.000000 Penalty: 5722.852539
	Iteration 40F: 3 clusters Score -1.161171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -208792.437500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -208792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206268.718750 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -206268.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206668.937500 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -206668.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -206767.468750 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -206767.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206817.218750 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -206817.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206850.484375 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -206850.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206870.703125 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -206870.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -206886.906250 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -206886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -206905.171875 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -206905.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206922.343750 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -206922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -206928.765625 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -206928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206932.750000 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -206932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206934.265625 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -206934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206935.500000 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -206935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206935.578125 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -206935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206935.578125 Penalty: 3729.229248
	Iteration 14F: 3 clusters Score -206935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Entering Unmasked Estep 
Score: -2835499.000000 Penalty: 2507.978271
	Iteration 0F: 2 clusters Score -2835499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2818479.500000 Penalty: 5015.956543
	Iteration 0F: 3 clusters Score -2818480 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2824228.250000 Penalty: 5015.956543
	Iteration 1F: 3 clusters Score -2824228 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2824713.000000 Penalty: 5015.956543
	Iteration 2F: 3 clusters Score -2824713 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2825197.750000 Penalty: 5015.956543
	Iteration 3Q: 3 clusters Score -2825198 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2825675.250000 Penalty: 5015.956543
	Iteration 4Q: 3 clusters Score -2825675 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2826286.000000 Penalty: 5015.956543
	Iteration 5Q: 3 clusters Score -2826286 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2827045.250000 Penalty: 5015.956543
	Iteration 6F: 3 clusters Score -2827045 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2828046.750000 Penalty: 5015.956543
	Iteration 7F: 3 clusters Score -2828047 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2829126.250000 Penalty: 5015.956543
	Iteration 8F: 3 clusters Score -2829126 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2830074.250000 Penalty: 5015.956543
	Iteration 9Q: 3 clusters Score -2830074 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2830799.000000 Penalty: 5015.956543
	Iteration 10Q: 3 clusters Score -2830799 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2831327.250000 Penalty: 5015.956543
	Iteration 11Q: 3 clusters Score -2831327 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2831685.500000 Penalty: 5015.956543
	Iteration 12Q: 3 clusters Score -2831686 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2831901.000000 Penalty: 5015.956543
	Iteration 13Q: 3 clusters Score -2831901 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2832053.250000 Penalty: 5015.956543
	Iteration 14Q: 3 clusters Score -2832053 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2832157.750000 Penalty: 5015.956543
	Iteration 15Q: 3 clusters Score -2832158 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2832259.000000 Penalty: 5015.956543
	Iteration 16Q: 3 clusters Score -2832259 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2832345.750000 Penalty: 5015.956543
	Iteration 17Q: 3 clusters Score -2832346 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2832429.750000 Penalty: 5015.956543
	Iteration 18Q: 3 clusters Score -2832430 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2832482.500000 Penalty: 5015.956543
	Iteration 19Q: 3 clusters Score -2832482 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2832530.250000 Penalty: 5015.956543
	Iteration 20F: 3 clusters Score -2832530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2832576.500000 Penalty: 5015.956543
	Iteration 21Q: 3 clusters Score -2832576 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2832620.500000 Penalty: 5015.956543
	Iteration 22Q: 3 clusters Score -2832620 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2832653.250000 Penalty: 5015.956543
	Iteration 23Q: 3 clusters Score -2832653 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2832683.250000 Penalty: 5015.956543
	Iteration 24Q: 3 clusters Score -2832683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2832720.500000 Penalty: 5015.956543
	Iteration 25Q: 3 clusters Score -2832720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2832731.500000 Penalty: 5015.956543
	Iteration 26Q: 3 clusters Score -2832732 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2832756.750000 Penalty: 5015.956543
	Iteration 27Q: 3 clusters Score -2832757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2832775.000000 Penalty: 5015.956543
	Iteration 28Q: 3 clusters Score -2832775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2832792.750000 Penalty: 5015.956543
	Iteration 29Q: 3 clusters Score -2832793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2832798.750000 Penalty: 5015.956543
	Iteration 30Q: 3 clusters Score -2832799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2832804.750000 Penalty: 5015.956543
	Iteration 31Q: 3 clusters Score -2832805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2832816.750000 Penalty: 5015.956543
	Iteration 32Q: 3 clusters Score -2832817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2832834.000000 Penalty: 5015.956543
	Iteration 33Q: 3 clusters Score -2832834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2832860.750000 Penalty: 5015.956543
	Iteration 34Q: 3 clusters Score -2832861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2832875.000000 Penalty: 5015.956543
	Iteration 35Q: 3 clusters Score -2832875 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2832890.250000 Penalty: 5015.956543
	Iteration 36Q: 3 clusters Score -2832890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2832907.500000 Penalty: 5015.956543
	Iteration 37Q: 3 clusters Score -2832908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2832914.750000 Penalty: 5015.956543
	Iteration 38Q: 3 clusters Score -2832915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2832924.500000 Penalty: 5015.956543
	Iteration 39Q: 3 clusters Score -2832924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2832945.250000 Penalty: 5015.956543
	Iteration 40F: 3 clusters Score -2832945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2832954.500000 Penalty: 5015.956543
	Iteration 41Q: 3 clusters Score -2832954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2832974.500000 Penalty: 5015.956543
	Iteration 42Q: 3 clusters Score -2832974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2832992.500000 Penalty: 5015.956543
	Iteration 43Q: 3 clusters Score -2832992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2832997.750000 Penalty: 5015.956543
	Iteration 44Q: 3 clusters Score -2832998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2833020.000000 Penalty: 5015.956543
	Iteration 45Q: 3 clusters Score -2833020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2833042.500000 Penalty: 5015.956543
	Iteration 46Q: 3 clusters Score -2833042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2833059.500000 Penalty: 5015.956543
	Iteration 47Q: 3 clusters Score -2833060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2833081.500000 Penalty: 5015.956543
	Iteration 48Q: 3 clusters Score -2833082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2833088.750000 Penalty: 5015.956543
	Iteration 49Q: 3 clusters Score -2833089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2833109.250000 Penalty: 5015.956543
	Iteration 50Q: 3 clusters Score -2833109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2833118.750000 Penalty: 5015.956543
	Iteration 51Q: 3 clusters Score -2833119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2833146.500000 Penalty: 5015.956543
	Iteration 52Q: 3 clusters Score -2833146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2833174.750000 Penalty: 5015.956543
	Iteration 53Q: 3 clusters Score -2833175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2833196.500000 Penalty: 5015.956543
	Iteration 54Q: 3 clusters Score -2833196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2833222.000000 Penalty: 5015.956543
	Iteration 55Q: 3 clusters Score -2833222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2833240.750000 Penalty: 5015.956543
	Iteration 56Q: 3 clusters Score -2833241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2833253.750000 Penalty: 5015.956543
	Iteration 57Q: 3 clusters Score -2833254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2833276.250000 Penalty: 5015.956543
	Iteration 58Q: 3 clusters Score -2833276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2833297.500000 Penalty: 5015.956543
	Iteration 59Q: 3 clusters Score -2833298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2833315.500000 Penalty: 5015.956543
	Iteration 60F: 3 clusters Score -2833316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2833331.000000 Penalty: 5015.956543
	Iteration 61Q: 3 clusters Score -2833331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2833356.500000 Penalty: 5015.956543
	Iteration 62Q: 3 clusters Score -2833356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2833383.500000 Penalty: 5015.956543
	Iteration 63Q: 3 clusters Score -2833384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2833409.750000 Penalty: 5015.956543
	Iteration 64Q: 3 clusters Score -2833410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2833424.000000 Penalty: 5015.956543
	Iteration 65Q: 3 clusters Score -2833424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2833439.750000 Penalty: 5015.956543
	Iteration 66Q: 3 clusters Score -2833440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2833450.250000 Penalty: 5015.956543
	Iteration 67Q: 3 clusters Score -2833450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2833457.500000 Penalty: 5015.956543
	Iteration 68Q: 3 clusters Score -2833458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2833468.000000 Penalty: 5015.956543
	Iteration 69Q: 3 clusters Score -2833468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2833479.000000 Penalty: 5015.956543
	Iteration 70Q: 3 clusters Score -2833479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2833487.250000 Penalty: 5015.956543
	Iteration 71Q: 3 clusters Score -2833487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2833492.000000 Penalty: 5015.956543
	Iteration 72Q: 3 clusters Score -2833492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2833508.750000 Penalty: 5015.956543
	Iteration 73Q: 3 clusters Score -2833509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2833520.000000 Penalty: 5015.956543
	Iteration 74Q: 3 clusters Score -2833520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2833531.500000 Penalty: 5015.956543
	Iteration 75Q: 3 clusters Score -2833532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2833535.000000 Penalty: 5015.956543
	Iteration 76Q: 3 clusters Score -2833535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2833546.500000 Penalty: 5015.956543
	Iteration 77Q: 3 clusters Score -2833546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2833548.750000 Penalty: 5015.956543
	Iteration 78Q: 3 clusters Score -2833549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2833547.250000 Penalty: 5015.956543
	Iteration 79Q: 3 clusters Score -2833547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2833548.250000 Penalty: 5015.956543
	Iteration 80F: 3 clusters Score -2833548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2833547.500000 Penalty: 5015.956543
	Iteration 81Q: 3 clusters Score -2833548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2833547.500000 Penalty: 5015.956543
	Iteration 82Q: 3 clusters Score -2833548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2833552.250000 Penalty: 5015.956543
	Iteration 83Q: 3 clusters Score -2833552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2833551.500000 Penalty: 5015.956543
	Iteration 84Q: 3 clusters Score -2833552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2833550.250000 Penalty: 5015.956543
	Iteration 85Q: 3 clusters Score -2833550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2833553.000000 Penalty: 5015.956543
	Iteration 86Q: 3 clusters Score -2833553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2833558.000000 Penalty: 5015.956543
	Iteration 87Q: 3 clusters Score -2833558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2833560.000000 Penalty: 5015.956543
	Iteration 88Q: 3 clusters Score -2833560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2833561.000000 Penalty: 5015.956543
	Iteration 89Q: 3 clusters Score -2833561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2833565.500000 Penalty: 5015.956543
	Iteration 90Q: 3 clusters Score -2833566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2833569.500000 Penalty: 5015.956543
	Iteration 91Q: 3 clusters Score -2833570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2833570.750000 Penalty: 5015.956543
	Iteration 92Q: 3 clusters Score -2833571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2833567.500000 Penalty: 5015.956543
	Iteration 93Q: 3 clusters Score -2833568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2833569.750000 Penalty: 5015.956543
	Iteration 94Q: 3 clusters Score -2833570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2833573.750000 Penalty: 5015.956543
	Iteration 95Q: 3 clusters Score -2833574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2833576.750000 Penalty: 5015.956543
	Iteration 96Q: 3 clusters Score -2833577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2833580.250000 Penalty: 5015.956543
	Iteration 97Q: 3 clusters Score -2833580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2833586.250000 Penalty: 5015.956543
	Iteration 98Q: 3 clusters Score -2833586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2833590.750000 Penalty: 5015.956543
	Iteration 99Q: 3 clusters Score -2833591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2833590.250000 Penalty: 5015.956543
	Iteration 100F: 3 clusters Score -2833590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Entering Unmasked Estep 
Score: -2660185.500000 Penalty: 2491.447266
	Iteration 0F: 2 clusters Score -2660186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2644122.000000 Penalty: 4982.894531
	Iteration 0F: 3 clusters Score -2644122 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2649519.750000 Penalty: 4982.894531
	Iteration 1F: 3 clusters Score -2649520 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2649887.250000 Penalty: 4982.894531
	Iteration 2Q: 3 clusters Score -2649887 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2650172.750000 Penalty: 4982.894531
	Iteration 3Q: 3 clusters Score -2650173 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2650446.250000 Penalty: 4982.894531
	Iteration 4Q: 3 clusters Score -2650446 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2650663.500000 Penalty: 4982.894531
	Iteration 5Q: 3 clusters Score -2650664 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2650907.000000 Penalty: 4982.894531
	Iteration 6Q: 3 clusters Score -2650907 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2651159.000000 Penalty: 4982.894531
	Iteration 7Q: 3 clusters Score -2651159 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2651463.750000 Penalty: 4982.894531
	Iteration 8Q: 3 clusters Score -2651464 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2651842.000000 Penalty: 4982.894531
	Iteration 9Q: 3 clusters Score -2651842 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2652215.250000 Penalty: 4982.894531
	Iteration 10Q: 3 clusters Score -2652215 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2652610.750000 Penalty: 4982.894531
	Iteration 11Q: 3 clusters Score -2652611 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2653116.250000 Penalty: 4982.894531
	Iteration 12Q: 3 clusters Score -2653116 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2653674.250000 Penalty: 4982.894531
	Iteration 13Q: 3 clusters Score -2653674 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2654189.000000 Penalty: 4982.894531
	Iteration 14Q: 3 clusters Score -2654189 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2654633.000000 Penalty: 4982.894531
	Iteration 15Q: 3 clusters Score -2654633 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2654952.500000 Penalty: 4982.894531
	Iteration 16Q: 3 clusters Score -2654952 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2655193.250000 Penalty: 4982.894531
	Iteration 17Q: 3 clusters Score -2655193 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2655372.000000 Penalty: 4982.894531
	Iteration 18Q: 3 clusters Score -2655372 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2655514.500000 Penalty: 4982.894531
	Iteration 19Q: 3 clusters Score -2655514 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2655653.750000 Penalty: 4982.894531
	Iteration 20F: 3 clusters Score -2655654 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2655782.500000 Penalty: 4982.894531
	Iteration 21Q: 3 clusters Score -2655782 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2655926.750000 Penalty: 4982.894531
	Iteration 22Q: 3 clusters Score -2655927 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2656063.250000 Penalty: 4982.894531
	Iteration 23Q: 3 clusters Score -2656063 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2656189.500000 Penalty: 4982.894531
	Iteration 24Q: 3 clusters Score -2656190 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2656308.750000 Penalty: 4982.894531
	Iteration 25Q: 3 clusters Score -2656309 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2656431.000000 Penalty: 4982.894531
	Iteration 26Q: 3 clusters Score -2656431 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2656552.750000 Penalty: 4982.894531
	Iteration 27Q: 3 clusters Score -2656553 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2656699.250000 Penalty: 4982.894531
	Iteration 28Q: 3 clusters Score -2656699 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2656837.000000 Penalty: 4982.894531
	Iteration 29Q: 3 clusters Score -2656837 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2656934.750000 Penalty: 4982.894531
	Iteration 30Q: 3 clusters Score -2656935 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2657033.500000 Penalty: 4982.894531
	Iteration 31Q: 3 clusters Score -2657034 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2657123.250000 Penalty: 4982.894531
	Iteration 32Q: 3 clusters Score -2657123 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2657233.500000 Penalty: 4982.894531
	Iteration 33Q: 3 clusters Score -2657234 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2657316.500000 Penalty: 4982.894531
	Iteration 34Q: 3 clusters Score -2657316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2657378.500000 Penalty: 4982.894531
	Iteration 35Q: 3 clusters Score -2657378 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2657440.000000 Penalty: 4982.894531
	Iteration 36Q: 3 clusters Score -2657440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2657499.750000 Penalty: 4982.894531
	Iteration 37Q: 3 clusters Score -2657500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2657539.500000 Penalty: 4982.894531
	Iteration 38Q: 3 clusters Score -2657540 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2657598.000000 Penalty: 4982.894531
	Iteration 39Q: 3 clusters Score -2657598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2657637.000000 Penalty: 4982.894531
	Iteration 40F: 3 clusters Score -2657637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2657668.750000 Penalty: 4982.894531
	Iteration 41Q: 3 clusters Score -2657669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2657698.250000 Penalty: 4982.894531
	Iteration 42Q: 3 clusters Score -2657698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2657725.250000 Penalty: 4982.894531
	Iteration 43Q: 3 clusters Score -2657725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2657749.000000 Penalty: 4982.894531
	Iteration 44Q: 3 clusters Score -2657749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2657753.000000 Penalty: 4982.894531
	Iteration 45Q: 3 clusters Score -2657753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2657773.000000 Penalty: 4982.894531
	Iteration 46Q: 3 clusters Score -2657773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2657794.750000 Penalty: 4982.894531
	Iteration 47Q: 3 clusters Score -2657795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2657816.250000 Penalty: 4982.894531
	Iteration 48Q: 3 clusters Score -2657816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2657830.250000 Penalty: 4982.894531
	Iteration 49Q: 3 clusters Score -2657830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2657847.500000 Penalty: 4982.894531
	Iteration 50Q: 3 clusters Score -2657848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2657869.000000 Penalty: 4982.894531
	Iteration 51Q: 3 clusters Score -2657869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2657883.000000 Penalty: 4982.894531
	Iteration 52Q: 3 clusters Score -2657883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2657897.000000 Penalty: 4982.894531
	Iteration 53Q: 3 clusters Score -2657897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2657909.250000 Penalty: 4982.894531
	Iteration 54Q: 3 clusters Score -2657909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2657916.500000 Penalty: 4982.894531
	Iteration 55Q: 3 clusters Score -2657916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2657924.750000 Penalty: 4982.894531
	Iteration 56Q: 3 clusters Score -2657925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2657932.750000 Penalty: 4982.894531
	Iteration 57Q: 3 clusters Score -2657933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2657942.250000 Penalty: 4982.894531
	Iteration 58Q: 3 clusters Score -2657942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2657943.250000 Penalty: 4982.894531
	Iteration 59Q: 3 clusters Score -2657943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2657949.750000 Penalty: 4982.894531
	Iteration 60F: 3 clusters Score -2657950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2657956.500000 Penalty: 4982.894531
	Iteration 61Q: 3 clusters Score -2657956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2657969.500000 Penalty: 4982.894531
	Iteration 62Q: 3 clusters Score -2657970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2657979.250000 Penalty: 4982.894531
	Iteration 63Q: 3 clusters Score -2657979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2657986.500000 Penalty: 4982.894531
	Iteration 64Q: 3 clusters Score -2657986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2657985.250000 Penalty: 4982.894531
	Iteration 65Q: 3 clusters Score -2657985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2657990.500000 Penalty: 4982.894531
	Iteration 66Q: 3 clusters Score -2657990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2657997.750000 Penalty: 4982.894531
	Iteration 67Q: 3 clusters Score -2657998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2657994.750000 Penalty: 4982.894531
	Iteration 68Q: 3 clusters Score -2657995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2658004.250000 Penalty: 4982.894531
	Iteration 69Q: 3 clusters Score -2658004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2658010.250000 Penalty: 4982.894531
	Iteration 70Q: 3 clusters Score -2658010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2658010.750000 Penalty: 4982.894531
	Iteration 71Q: 3 clusters Score -2658011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2658009.750000 Penalty: 4982.894531
	Iteration 72Q: 3 clusters Score -2658010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2658009.750000 Penalty: 4982.894531
	Iteration 73Q: 3 clusters Score -2658010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2658009.750000 Penalty: 4982.894531
	Iteration 74F: 3 clusters Score -2658010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Entering Unmasked Estep 
Score: -3717435.750000 Penalty: 2601.519043
	Iteration 0F: 2 clusters Score -3717436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3692864.750000 Penalty: 5203.038086
	Iteration 0F: 3 clusters Score -3692865 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3701908.250000 Penalty: 5203.038086
	Iteration 1F: 3 clusters Score -3701908 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3702799.000000 Penalty: 5203.038086
	Iteration 2F: 3 clusters Score -3702799 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3703870.000000 Penalty: 5203.038086
	Iteration 3F: 3 clusters Score -3703870 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3705144.500000 Penalty: 5203.038086
	Iteration 4F: 3 clusters Score -3705144 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3706480.500000 Penalty: 5203.038086
	Iteration 5F: 3 clusters Score -3706480 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3707772.000000 Penalty: 5203.038086
	Iteration 6F: 3 clusters Score -3707772 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3709021.750000 Penalty: 5203.038086
	Iteration 7F: 3 clusters Score -3709022 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3710122.750000 Penalty: 5203.038086
	Iteration 8F: 3 clusters Score -3710123 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3711110.250000 Penalty: 5203.038086
	Iteration 9Q: 3 clusters Score -3711110 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3712089.000000 Penalty: 5203.038086
	Iteration 10Q: 3 clusters Score -3712089 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3712959.500000 Penalty: 5203.038086
	Iteration 11Q: 3 clusters Score -3712960 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3713678.750000 Penalty: 5203.038086
	Iteration 12Q: 3 clusters Score -3713679 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3714369.500000 Penalty: 5203.038086
	Iteration 13Q: 3 clusters Score -3714370 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3715061.750000 Penalty: 5203.038086
	Iteration 14Q: 3 clusters Score -3715062 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3715634.500000 Penalty: 5203.038086
	Iteration 15Q: 3 clusters Score -3715634 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3716128.000000 Penalty: 5203.038086
	Iteration 16Q: 3 clusters Score -3716128 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3716398.500000 Penalty: 5203.038086
	Iteration 17Q: 3 clusters Score -3716398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3716520.000000 Penalty: 5203.038086
	Iteration 18Q: 3 clusters Score -3716520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3716596.250000 Penalty: 5203.038086
	Iteration 19Q: 3 clusters Score -3716596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -3716617.000000 Penalty: 5203.038086
	Iteration 20F: 3 clusters Score -3716617 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3716657.750000 Penalty: 5203.038086
	Iteration 21Q: 3 clusters Score -3716658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3716664.250000 Penalty: 5203.038086
	Iteration 22Q: 3 clusters Score -3716664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3716678.250000 Penalty: 5203.038086
	Iteration 23Q: 3 clusters Score -3716678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3716687.750000 Penalty: 5203.038086
	Iteration 24Q: 3 clusters Score -3716688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3716689.500000 Penalty: 5203.038086
	Iteration 25Q: 3 clusters Score -3716690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3716703.500000 Penalty: 5203.038086
	Iteration 26Q: 3 clusters Score -3716704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3716713.500000 Penalty: 5203.038086
	Iteration 27Q: 3 clusters Score -3716714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3716709.500000 Penalty: 5203.038086
	Iteration 28Q: 3 clusters Score -3716710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3716721.000000 Penalty: 5203.038086
	Iteration 29Q: 3 clusters Score -3716721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3716719.250000 Penalty: 5203.038086
	Iteration 30Q: 3 clusters Score -3716719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3716724.500000 Penalty: 5203.038086
	Iteration 31Q: 3 clusters Score -3716724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3716732.000000 Penalty: 5203.038086
	Iteration 32Q: 3 clusters Score -3716732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3716727.250000 Penalty: 5203.038086
	Iteration 33Q: 3 clusters Score -3716727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3716728.500000 Penalty: 5203.038086
	Iteration 34Q: 3 clusters Score -3716728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -3716731.750000 Penalty: 5203.038086
	Iteration 35Q: 3 clusters Score -3716732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3716729.500000 Penalty: 5203.038086
	Iteration 36Q: 3 clusters Score -3716730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -3716726.500000 Penalty: 5203.038086
	Iteration 37Q: 3 clusters Score -3716726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3716720.500000 Penalty: 5203.038086
	Iteration 38Q: 3 clusters Score -3716720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3716724.750000 Penalty: 5203.038086
	Iteration 39Q: 3 clusters Score -3716725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3716723.750000 Penalty: 5203.038086
	Iteration 40F: 3 clusters Score -3716724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3716726.000000 Penalty: 5203.038086
	Iteration 41Q: 3 clusters Score -3716726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3716725.750000 Penalty: 5203.038086
	Iteration 42Q: 3 clusters Score -3716726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -3716731.250000 Penalty: 5203.038086
	Iteration 43Q: 3 clusters Score -3716731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3716731.250000 Penalty: 5203.038086
	Iteration 44Q: 3 clusters Score -3716731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3716734.500000 Penalty: 5203.038086
	Iteration 45Q: 3 clusters Score -3716734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3716741.000000 Penalty: 5203.038086
	Iteration 46Q: 3 clusters Score -3716741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -3716740.500000 Penalty: 5203.038086
	Iteration 47Q: 3 clusters Score -3716740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3716740.000000 Penalty: 5203.038086
	Iteration 48Q: 3 clusters Score -3716740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3716735.500000 Penalty: 5203.038086
	Iteration 49Q: 3 clusters Score -3716736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -3716740.500000 Penalty: 5203.038086
	Iteration 50Q: 3 clusters Score -3716740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3716743.000000 Penalty: 5203.038086
	Iteration 51Q: 3 clusters Score -3716743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3716738.000000 Penalty: 5203.038086
	Iteration 52Q: 3 clusters Score -3716738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3716738.250000 Penalty: 5203.038086
	Iteration 53Q: 3 clusters Score -3716738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3716735.000000 Penalty: 5203.038086
	Iteration 54Q: 3 clusters Score -3716735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3716733.750000 Penalty: 5203.038086
	Iteration 55Q: 3 clusters Score -3716734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3716743.250000 Penalty: 5203.038086
	Iteration 56Q: 3 clusters Score -3716743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3716740.750000 Penalty: 5203.038086
	Iteration 57Q: 3 clusters Score -3716741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3716740.500000 Penalty: 5203.038086
	Iteration 58Q: 3 clusters Score -3716740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3716740.000000 Penalty: 5203.038086
	Iteration 59Q: 3 clusters Score -3716740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3716740.000000 Penalty: 5203.038086
	Iteration 60F: 3 clusters Score -3716740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Entering Unmasked Estep 
Score: -1595450.000000 Penalty: 2372.381836
	Iteration 0F: 2 clusters Score -1595450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1585106.750000 Penalty: 4744.763672
	Iteration 0F: 3 clusters Score -1585107 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1588457.000000 Penalty: 4744.763672
	Iteration 1F: 3 clusters Score -1588457 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1588821.500000 Penalty: 4744.763672
	Iteration 2F: 3 clusters Score -1588822 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1589095.625000 Penalty: 4744.763672
	Iteration 3Q: 3 clusters Score -1589096 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1589331.000000 Penalty: 4744.763672
	Iteration 4Q: 3 clusters Score -1589331 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1589559.000000 Penalty: 4744.763672
	Iteration 5Q: 3 clusters Score -1589559 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1589838.875000 Penalty: 4744.763672
	Iteration 6Q: 3 clusters Score -1589839 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1590152.375000 Penalty: 4744.763672
	Iteration 7Q: 3 clusters Score -1590152 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1590495.125000 Penalty: 4744.763672
	Iteration 8Q: 3 clusters Score -1590495 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1590859.375000 Penalty: 4744.763672
	Iteration 9Q: 3 clusters Score -1590859 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1591278.000000 Penalty: 4744.763672
	Iteration 10Q: 3 clusters Score -1591278 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1591683.250000 Penalty: 4744.763672
	Iteration 11Q: 3 clusters Score -1591683 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1592014.750000 Penalty: 4744.763672
	Iteration 12Q: 3 clusters Score -1592015 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1592312.500000 Penalty: 4744.763672
	Iteration 13Q: 3 clusters Score -1592312 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1592539.625000 Penalty: 4744.763672
	Iteration 14Q: 3 clusters Score -1592540 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1592709.500000 Penalty: 4744.763672
	Iteration 15Q: 3 clusters Score -1592710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1592845.250000 Penalty: 4744.763672
	Iteration 16Q: 3 clusters Score -1592845 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1592931.125000 Penalty: 4744.763672
	Iteration 17Q: 3 clusters Score -1592931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1593033.500000 Penalty: 4744.763672
	Iteration 18Q: 3 clusters Score -1593034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1593102.500000 Penalty: 4744.763672
	Iteration 19Q: 3 clusters Score -1593102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1593174.250000 Penalty: 4744.763672
	Iteration 20F: 3 clusters Score -1593174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1593222.375000 Penalty: 4744.763672
	Iteration 21Q: 3 clusters Score -1593222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1593251.250000 Penalty: 4744.763672
	Iteration 22Q: 3 clusters Score -1593251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1593269.500000 Penalty: 4744.763672
	Iteration 23Q: 3 clusters Score -1593270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1593282.125000 Penalty: 4744.763672
	Iteration 24Q: 3 clusters Score -1593282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1593296.250000 Penalty: 4744.763672
	Iteration 25Q: 3 clusters Score -1593296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1593314.375000 Penalty: 4744.763672
	Iteration 26Q: 3 clusters Score -1593314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1593328.125000 Penalty: 4744.763672
	Iteration 27Q: 3 clusters Score -1593328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1593340.250000 Penalty: 4744.763672
	Iteration 28Q: 3 clusters Score -1593340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1593349.500000 Penalty: 4744.763672
	Iteration 29Q: 3 clusters Score -1593350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1593362.625000 Penalty: 4744.763672
	Iteration 30Q: 3 clusters Score -1593363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1593369.750000 Penalty: 4744.763672
	Iteration 31Q: 3 clusters Score -1593370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1593371.375000 Penalty: 4744.763672
	Iteration 32Q: 3 clusters Score -1593371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1593382.000000 Penalty: 4744.763672
	Iteration 33Q: 3 clusters Score -1593382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1593381.500000 Penalty: 4744.763672
	Iteration 34Q: 3 clusters Score -1593382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1593381.500000 Penalty: 4744.763672
	Iteration 35F: 3 clusters Score -1593382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -229996.343750 Penalty: 1899.240356
	Iteration 0F: 2 clusters Score -229996.3 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 1042 members 
Entering Unmasked Estep 
Score: -227287.640625 Penalty: 3798.480713
	Iteration 0F: 3 clusters Score -227287.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -227777.312500 Penalty: 3798.480713
	Iteration 1F: 3 clusters Score -227777.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -227930.328125 Penalty: 3798.480713
	Iteration 2F: 3 clusters Score -227930.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228018.765625 Penalty: 3798.480713
	Iteration 3F: 3 clusters Score -228018.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228068.812500 Penalty: 3798.480713
	Iteration 4Q: 3 clusters Score -228068.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -228104.531250 Penalty: 3798.480713
	Iteration 5Q: 3 clusters Score -228104.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228127.625000 Penalty: 3798.480713
	Iteration 6Q: 3 clusters Score -228127.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228139.390625 Penalty: 3798.480713
	Iteration 7Q: 3 clusters Score -228139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228148.281250 Penalty: 3798.480713
	Iteration 8Q: 3 clusters Score -228148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -228153.281250 Penalty: 3798.480713
	Iteration 9Q: 3 clusters Score -228153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -228158.093750 Penalty: 3798.480713
	Iteration 10Q: 3 clusters Score -228158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -228161.703125 Penalty: 3798.480713
	Iteration 11Q: 3 clusters Score -228161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -228163.750000 Penalty: 3798.480713
	Iteration 12Q: 3 clusters Score -228163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -228165.015625 Penalty: 3798.480713
	Iteration 13Q: 3 clusters Score -228165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228165.390625 Penalty: 3798.480713
	Iteration 14Q: 3 clusters Score -228165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228165.390625 Penalty: 3798.480713
	Iteration 15F: 3 clusters Score -228165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Entering Unmasked Estep 
Score: -1868170.500000 Penalty: 2406.167480
	Iteration 0F: 2 clusters Score -1868170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1856482.000000 Penalty: 4812.334961
	Iteration 0F: 3 clusters Score -1856482 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1860312.500000 Penalty: 4812.334961
	Iteration 1F: 3 clusters Score -1860312 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1860769.125000 Penalty: 4812.334961
	Iteration 2F: 3 clusters Score -1860769 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1861197.125000 Penalty: 4812.334961
	Iteration 3F: 3 clusters Score -1861197 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1861628.250000 Penalty: 4812.334961
	Iteration 4F: 3 clusters Score -1861628 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1862186.125000 Penalty: 4812.334961
	Iteration 5F: 3 clusters Score -1862186 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1862859.625000 Penalty: 4812.334961
	Iteration 6F: 3 clusters Score -1862860 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1863670.625000 Penalty: 4812.334961
	Iteration 7F: 3 clusters Score -1863671 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1864388.750000 Penalty: 4812.334961
	Iteration 8F: 3 clusters Score -1864389 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1864993.125000 Penalty: 4812.334961
	Iteration 9Q: 3 clusters Score -1864993 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1865391.375000 Penalty: 4812.334961
	Iteration 10Q: 3 clusters Score -1865391 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1865654.500000 Penalty: 4812.334961
	Iteration 11Q: 3 clusters Score -1865654 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1865822.625000 Penalty: 4812.334961
	Iteration 12Q: 3 clusters Score -1865823 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1865948.500000 Penalty: 4812.334961
	Iteration 13Q: 3 clusters Score -1865948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1866050.750000 Penalty: 4812.334961
	Iteration 14Q: 3 clusters Score -1866051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1866126.500000 Penalty: 4812.334961
	Iteration 15Q: 3 clusters Score -1866126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1866178.750000 Penalty: 4812.334961
	Iteration 16Q: 3 clusters Score -1866179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1866215.625000 Penalty: 4812.334961
	Iteration 17Q: 3 clusters Score -1866216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1866240.625000 Penalty: 4812.334961
	Iteration 18Q: 3 clusters Score -1866241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1866258.500000 Penalty: 4812.334961
	Iteration 19Q: 3 clusters Score -1866258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1866275.750000 Penalty: 4812.334961
	Iteration 20F: 3 clusters Score -1866276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1866299.500000 Penalty: 4812.334961
	Iteration 21Q: 3 clusters Score -1866300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1866311.875000 Penalty: 4812.334961
	Iteration 22Q: 3 clusters Score -1866312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1866329.500000 Penalty: 4812.334961
	Iteration 23Q: 3 clusters Score -1866330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1866339.375000 Penalty: 4812.334961
	Iteration 24Q: 3 clusters Score -1866339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1866349.500000 Penalty: 4812.334961
	Iteration 25Q: 3 clusters Score -1866350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1866353.500000 Penalty: 4812.334961
	Iteration 26Q: 3 clusters Score -1866354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1866357.750000 Penalty: 4812.334961
	Iteration 27Q: 3 clusters Score -1866358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1866358.125000 Penalty: 4812.334961
	Iteration 28Q: 3 clusters Score -1866358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1866359.000000 Penalty: 4812.334961
	Iteration 29Q: 3 clusters Score -1866359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1866360.500000 Penalty: 4812.334961
	Iteration 30Q: 3 clusters Score -1866360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1866361.250000 Penalty: 4812.334961
	Iteration 31Q: 3 clusters Score -1866361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1866361.250000 Penalty: 4812.334961
	Iteration 32F: 3 clusters Score -1866361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -307153.000000 Penalty: 1961.553467
	Iteration 0F: 2 clusters Score -307153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -304096.312500 Penalty: 3923.106934
	Iteration 0F: 3 clusters Score -304096.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -304669.968750 Penalty: 3923.106934
	Iteration 1F: 3 clusters Score -304670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -304824.531250 Penalty: 3923.106934
	Iteration 2F: 3 clusters Score -304824.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -304915.531250 Penalty: 3923.106934
	Iteration 3Q: 3 clusters Score -304915.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -304952.906250 Penalty: 3923.106934
	Iteration 4Q: 3 clusters Score -304952.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -304983.125000 Penalty: 3923.106934
	Iteration 5Q: 3 clusters Score -304983.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -305007.125000 Penalty: 3923.106934
	Iteration 6Q: 3 clusters Score -305007.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305028.781250 Penalty: 3923.106934
	Iteration 7Q: 3 clusters Score -305028.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -305045.000000 Penalty: 3923.106934
	Iteration 8Q: 3 clusters Score -305045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -305057.562500 Penalty: 3923.106934
	Iteration 9Q: 3 clusters Score -305057.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -305069.531250 Penalty: 3923.106934
	Iteration 10Q: 3 clusters Score -305069.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305079.312500 Penalty: 3923.106934
	Iteration 11Q: 3 clusters Score -305079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -305084.593750 Penalty: 3923.106934
	Iteration 12Q: 3 clusters Score -305084.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -305089.500000 Penalty: 3923.106934
	Iteration 13Q: 3 clusters Score -305089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -305095.375000 Penalty: 3923.106934
	Iteration 14Q: 3 clusters Score -305095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -305100.312500 Penalty: 3923.106934
	Iteration 15Q: 3 clusters Score -305100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -305103.062500 Penalty: 3923.106934
	Iteration 16Q: 3 clusters Score -305103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -305105.843750 Penalty: 3923.106934
	Iteration 17Q: 3 clusters Score -305105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -305108.156250 Penalty: 3923.106934
	Iteration 18Q: 3 clusters Score -305108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -305110.187500 Penalty: 3923.106934
	Iteration 19Q: 3 clusters Score -305110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -305112.000000 Penalty: 3923.106934
	Iteration 20F: 3 clusters Score -305112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -305113.000000 Penalty: 3923.106934
	Iteration 21Q: 3 clusters Score -305113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -305113.437500 Penalty: 3923.106934
	Iteration 22Q: 3 clusters Score -305113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -305114.468750 Penalty: 3923.106934
	Iteration 23Q: 3 clusters Score -305114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -305114.468750 Penalty: 3923.106934
	Iteration 24F: 3 clusters Score -305114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (110699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Entering Unmasked Estep 
Score: -12517433.000000 Penalty: 2880.413330
	Iteration 0F: 2 clusters Score -1.251743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -12443340.000000 Penalty: 5760.826660
	Iteration 0F: 3 clusters Score -1.244334e+07 nChanged 52458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -12472912.000000 Penalty: 5760.826660
	Iteration 1F: 3 clusters Score -1.247291e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -12473533.000000 Penalty: 5760.826660
	Iteration 2Q: 3 clusters Score -1.247353e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -12474344.000000 Penalty: 5760.826660
	Iteration 3Q: 3 clusters Score -1.247434e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -12475245.000000 Penalty: 5760.826660
	Iteration 4Q: 3 clusters Score -1.247524e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -12476680.000000 Penalty: 5760.826660
	Iteration 5Q: 3 clusters Score -1.247668e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -12478434.000000 Penalty: 5760.826660
	Iteration 6Q: 3 clusters Score -1.247843e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -12480809.000000 Penalty: 5760.826660
	Iteration 7Q: 3 clusters Score -1.248081e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -12483508.000000 Penalty: 5760.826660
	Iteration 8F: 3 clusters Score -1.248351e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -12486645.000000 Penalty: 5760.826660
	Iteration 9F: 3 clusters Score -1.248664e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -12489681.000000 Penalty: 5760.826660
	Iteration 10F: 3 clusters Score -1.248968e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -12492208.000000 Penalty: 5760.826660
	Iteration 11Q: 3 clusters Score -1.249221e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -12494431.000000 Penalty: 5760.826660
	Iteration 12Q: 3 clusters Score -1.249443e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -12496675.000000 Penalty: 5760.826660
	Iteration 13Q: 3 clusters Score -1.249668e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -12499078.000000 Penalty: 5760.826660
	Iteration 14Q: 3 clusters Score -1.249908e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -12501581.000000 Penalty: 5760.826660
	Iteration 15Q: 3 clusters Score -1.250158e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -12504437.000000 Penalty: 5760.826660
	Iteration 16Q: 3 clusters Score -1.250444e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -12507218.000000 Penalty: 5760.826660
	Iteration 17Q: 3 clusters Score -1.250722e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -12509609.000000 Penalty: 5760.826660
	Iteration 18Q: 3 clusters Score -1.250961e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -12511430.000000 Penalty: 5760.826660
	Iteration 19Q: 3 clusters Score -1.251143e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -12512824.000000 Penalty: 5760.826660
	Iteration 20F: 3 clusters Score -1.251282e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107799 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12513577.000000 Penalty: 5760.826660
	Iteration 21Q: 3 clusters Score -1.251358e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108627 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -12514032.000000 Penalty: 5760.826660
	Iteration 22Q: 3 clusters Score -1.251403e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12514375.000000 Penalty: 5760.826660
	Iteration 23Q: 3 clusters Score -1.251438e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12514601.000000 Penalty: 5760.826660
	Iteration 24Q: 3 clusters Score -1.25146e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12514705.000000 Penalty: 5760.826660
	Iteration 25Q: 3 clusters Score -1.25147e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109747 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12514823.000000 Penalty: 5760.826660
	Iteration 26Q: 3 clusters Score -1.251482e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12514839.000000 Penalty: 5760.826660
	Iteration 27Q: 3 clusters Score -1.251484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12514896.000000 Penalty: 5760.826660
	Iteration 28Q: 3 clusters Score -1.25149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12514916.000000 Penalty: 5760.826660
	Iteration 29Q: 3 clusters Score -1.251492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12514950.000000 Penalty: 5760.826660
	Iteration 30Q: 3 clusters Score -1.251495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12514976.000000 Penalty: 5760.826660
	Iteration 31Q: 3 clusters Score -1.251498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12514980.000000 Penalty: 5760.826660
	Iteration 32Q: 3 clusters Score -1.251498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12514992.000000 Penalty: 5760.826660
	Iteration 33Q: 3 clusters Score -1.251499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12515013.000000 Penalty: 5760.826660
	Iteration 34Q: 3 clusters Score -1.251501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12515016.000000 Penalty: 5760.826660
	Iteration 35Q: 3 clusters Score -1.251502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12515030.000000 Penalty: 5760.826660
	Iteration 36Q: 3 clusters Score -1.251503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12515042.000000 Penalty: 5760.826660
	Iteration 37Q: 3 clusters Score -1.251504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12515043.000000 Penalty: 5760.826660
	Iteration 38Q: 3 clusters Score -1.251504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12515049.000000 Penalty: 5760.826660
	Iteration 39Q: 3 clusters Score -1.251505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12515039.000000 Penalty: 5760.826660
	Iteration 40F: 3 clusters Score -1.251504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12515044.000000 Penalty: 5760.826660
	Iteration 41Q: 3 clusters Score -1.251504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12515044.000000 Penalty: 5760.826660
	Iteration 42F: 3 clusters Score -1.251504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -63207.359375 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -63207.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61605.839844 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -61605.84 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61886.542969 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -61886.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61984.105469 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -61984.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62027.523438 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -62027.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62053.933594 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -62053.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62073.773438 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -62073.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62083.726562 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -62083.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62097.511719 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -62097.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -62115.023438 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -62115.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -62128.609375 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -62128.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62134.644531 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -62134.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62144.816406 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -62144.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62162.214844 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -62162.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -62172.078125 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -62172.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62181.324219 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -62181.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -62183.941406 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -62183.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62188.792969 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -62188.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62192.386719 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -62192.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62192.386719 Penalty: 3244.350830
	Iteration 18F: 3 clusters Score -62192.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -1000811.375000 Penalty: 2259.874512
	Iteration 0F: 2 clusters Score -1000811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -993728.312500 Penalty: 4519.749023
	Iteration 0F: 3 clusters Score -993728.3 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -995720.812500 Penalty: 4519.749023
	Iteration 1F: 3 clusters Score -995720.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -996050.062500 Penalty: 4519.749023
	Iteration 2F: 3 clusters Score -996050.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -996350.437500 Penalty: 4519.749023
	Iteration 3F: 3 clusters Score -996350.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -996638.187500 Penalty: 4519.749023
	Iteration 4F: 3 clusters Score -996638.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -996985.250000 Penalty: 4519.749023
	Iteration 5F: 3 clusters Score -996985.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -997320.187500 Penalty: 4519.749023
	Iteration 6F: 3 clusters Score -997320.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -997604.375000 Penalty: 4519.749023
	Iteration 7Q: 3 clusters Score -997604.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -997885.500000 Penalty: 4519.749023
	Iteration 8Q: 3 clusters Score -997885.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -998111.875000 Penalty: 4519.749023
	Iteration 9Q: 3 clusters Score -998111.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -998309.000000 Penalty: 4519.749023
	Iteration 10Q: 3 clusters Score -998309 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -998472.750000 Penalty: 4519.749023
	Iteration 11Q: 3 clusters Score -998472.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -998623.187500 Penalty: 4519.749023
	Iteration 12Q: 3 clusters Score -998623.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -998756.187500 Penalty: 4519.749023
	Iteration 13Q: 3 clusters Score -998756.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -998870.500000 Penalty: 4519.749023
	Iteration 14Q: 3 clusters Score -998870.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -998978.187500 Penalty: 4519.749023
	Iteration 15Q: 3 clusters Score -998978.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -999074.937500 Penalty: 4519.749023
	Iteration 16Q: 3 clusters Score -999074.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -999155.500000 Penalty: 4519.749023
	Iteration 17Q: 3 clusters Score -999155.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -999229.250000 Penalty: 4519.749023
	Iteration 18Q: 3 clusters Score -999229.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -999295.750000 Penalty: 4519.749023
	Iteration 19Q: 3 clusters Score -999295.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -999363.687500 Penalty: 4519.749023
	Iteration 20F: 3 clusters Score -999363.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -999424.375000 Penalty: 4519.749023
	Iteration 21Q: 3 clusters Score -999424.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -999463.937500 Penalty: 4519.749023
	Iteration 22Q: 3 clusters Score -999463.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -999487.312500 Penalty: 4519.749023
	Iteration 23Q: 3 clusters Score -999487.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -999511.500000 Penalty: 4519.749023
	Iteration 24Q: 3 clusters Score -999511.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -999536.875000 Penalty: 4519.749023
	Iteration 25Q: 3 clusters Score -999536.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -999562.250000 Penalty: 4519.749023
	Iteration 26Q: 3 clusters Score -999562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -999587.312500 Penalty: 4519.749023
	Iteration 27Q: 3 clusters Score -999587.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -999604.000000 Penalty: 4519.749023
	Iteration 28Q: 3 clusters Score -999604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -999616.062500 Penalty: 4519.749023
	Iteration 29Q: 3 clusters Score -999616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -999621.750000 Penalty: 4519.749023
	Iteration 30Q: 3 clusters Score -999621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -999634.937500 Penalty: 4519.749023
	Iteration 31Q: 3 clusters Score -999634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -999643.625000 Penalty: 4519.749023
	Iteration 32Q: 3 clusters Score -999643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -999652.125000 Penalty: 4519.749023
	Iteration 33Q: 3 clusters Score -999652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -999660.125000 Penalty: 4519.749023
	Iteration 34Q: 3 clusters Score -999660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -999670.187500 Penalty: 4519.749023
	Iteration 35Q: 3 clusters Score -999670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -999676.312500 Penalty: 4519.749023
	Iteration 36Q: 3 clusters Score -999676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -999677.500000 Penalty: 4519.749023
	Iteration 37Q: 3 clusters Score -999677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -999679.062500 Penalty: 4519.749023
	Iteration 38Q: 3 clusters Score -999679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -999685.500000 Penalty: 4519.749023
	Iteration 39Q: 3 clusters Score -999685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -999690.312500 Penalty: 4519.749023
	Iteration 40F: 3 clusters Score -999690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -999692.500000 Penalty: 4519.749023
	Iteration 41Q: 3 clusters Score -999692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -999694.812500 Penalty: 4519.749023
	Iteration 42Q: 3 clusters Score -999694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -999695.437500 Penalty: 4519.749023
	Iteration 43Q: 3 clusters Score -999695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -999695.437500 Penalty: 4519.749023
	Iteration 44F: 3 clusters Score -999695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -129364.375000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -129364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127311.093750 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -127311.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127608.218750 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -127608.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127722.718750 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -127722.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127803.414062 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -127803.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127856.796875 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -127856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127887.953125 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -127888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127919.062500 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -127919.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127943.453125 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -127943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127957.421875 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -127957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127964.914062 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -127964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127969.757812 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -127969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127969.757812 Penalty: 3502.846924
	Iteration 11F: 3 clusters Score -127969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (346858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346858 members 
Entering Unmasked Estep 
Score: -39013408.000000 Penalty: 3163.654297
	Iteration 0F: 2 clusters Score -3.901341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173430 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -38816636.000000 Penalty: 6327.308594
	Iteration 0F: 3 clusters Score -3.881664e+07 nChanged 168433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -38917788.000000 Penalty: 6327.308594
	Iteration 1F: 3 clusters Score -3.891779e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -38920036.000000 Penalty: 6327.308594
	Iteration 2Q: 3 clusters Score -3.892004e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -38923692.000000 Penalty: 6327.308594
	Iteration 3Q: 3 clusters Score -3.892369e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185479 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -38928124.000000 Penalty: 6327.308594
	Iteration 4Q: 3 clusters Score -3.892812e+07 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -38934420.000000 Penalty: 6327.308594
	Iteration 5Q: 3 clusters Score -3.893442e+07 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200635 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -38943552.000000 Penalty: 6327.308594
	Iteration 6F: 3 clusters Score -3.894355e+07 nChanged 19354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211441 members 
Mstep: Class 2 contains 135417 members 
Entering Unmasked Estep 
Score: -38955524.000000 Penalty: 6327.308594
	Iteration 7F: 3 clusters Score -3.895552e+07 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223358 members 
Mstep: Class 2 contains 123500 members 
Entering Unmasked Estep 
Score: -38970372.000000 Penalty: 6327.308594
	Iteration 8F: 3 clusters Score -3.897037e+07 nChanged 20140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234370 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -38985092.000000 Penalty: 6327.308594
	Iteration 9F: 3 clusters Score -3.898509e+07 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243291 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -38995220.000000 Penalty: 6327.308594
	Iteration 10Q: 3 clusters Score -3.899522e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250864 members 
Mstep: Class 2 contains 95994 members 
Entering Unmasked Estep 
Score: -39000420.000000 Penalty: 6327.308594
	Iteration 11Q: 3 clusters Score -3.900042e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258017 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -39003548.000000 Penalty: 6327.308594
	Iteration 12Q: 3 clusters Score -3.900355e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265100 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -39006584.000000 Penalty: 6327.308594
	Iteration 13Q: 3 clusters Score -3.900658e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272446 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -39009480.000000 Penalty: 6327.308594
	Iteration 14Q: 3 clusters Score -3.900948e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279899 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -39012620.000000 Penalty: 6327.308594
	Iteration 15Q: 3 clusters Score -3.901262e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287591 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -39014832.000000 Penalty: 6327.308594
	Iteration 16Q: 3 clusters Score -3.901483e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295297 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -39016708.000000 Penalty: 6327.308594
	Iteration 17Q: 3 clusters Score -3.901671e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302732 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -39018308.000000 Penalty: 6327.308594
	Iteration 18Q: 3 clusters Score -3.901831e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309406 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -39018288.000000 Penalty: 6327.308594
	Iteration 19Q: 3 clusters Score -3.901829e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315273 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -39018704.000000 Penalty: 6327.308594
	Iteration 20F: 3 clusters Score -3.90187e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320269 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -39018924.000000 Penalty: 6327.308594
	Iteration 21Q: 3 clusters Score -3.901892e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324285 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -39019040.000000 Penalty: 6327.308594
	Iteration 22Q: 3 clusters Score -3.901904e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327594 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -39018732.000000 Penalty: 6327.308594
	Iteration 23Q: 3 clusters Score -3.901873e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330219 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -39018808.000000 Penalty: 6327.308594
	Iteration 24Q: 3 clusters Score -3.901881e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332275 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -39018912.000000 Penalty: 6327.308594
	Iteration 25Q: 3 clusters Score -3.901891e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333933 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -39019156.000000 Penalty: 6327.308594
	Iteration 26Q: 3 clusters Score -3.901916e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335211 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -39019228.000000 Penalty: 6327.308594
	Iteration 27Q: 3 clusters Score -3.901923e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336204 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -39019132.000000 Penalty: 6327.308594
	Iteration 28Q: 3 clusters Score -3.901913e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337000 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -39019016.000000 Penalty: 6327.308594
	Iteration 29Q: 3 clusters Score -3.901902e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337583 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -39018844.000000 Penalty: 6327.308594
	Iteration 30Q: 3 clusters Score -3.901884e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338016 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -39018776.000000 Penalty: 6327.308594
	Iteration 31Q: 3 clusters Score -3.901878e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338370 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -39018668.000000 Penalty: 6327.308594
	Iteration 32Q: 3 clusters Score -3.901867e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338647 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -39018648.000000 Penalty: 6327.308594
	Iteration 33Q: 3 clusters Score -3.901865e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338864 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -39018528.000000 Penalty: 6327.308594
	Iteration 34Q: 3 clusters Score -3.901853e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339050 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -39018484.000000 Penalty: 6327.308594
	Iteration 35Q: 3 clusters Score -3.901848e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339196 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -39018448.000000 Penalty: 6327.308594
	Iteration 36Q: 3 clusters Score -3.901845e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339328 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -39018428.000000 Penalty: 6327.308594
	Iteration 37Q: 3 clusters Score -3.901843e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339438 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -39018412.000000 Penalty: 6327.308594
	Iteration 38Q: 3 clusters Score -3.901841e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339534 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -39018336.000000 Penalty: 6327.308594
	Iteration 39Q: 3 clusters Score -3.901834e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339612 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -39018264.000000 Penalty: 6327.308594
	Iteration 40F: 3 clusters Score -3.901826e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339701 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -39018280.000000 Penalty: 6327.308594
	Iteration 41Q: 3 clusters Score -3.901828e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339775 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -39018248.000000 Penalty: 6327.308594
	Iteration 42Q: 3 clusters Score -3.901825e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339834 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -39018232.000000 Penalty: 6327.308594
	Iteration 43Q: 3 clusters Score -3.901823e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339892 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -39018192.000000 Penalty: 6327.308594
	Iteration 44Q: 3 clusters Score -3.901819e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339945 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -39018180.000000 Penalty: 6327.308594
	Iteration 45Q: 3 clusters Score -3.901818e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339990 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -39018136.000000 Penalty: 6327.308594
	Iteration 46Q: 3 clusters Score -3.901814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340021 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -39018112.000000 Penalty: 6327.308594
	Iteration 47Q: 3 clusters Score -3.901811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340043 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -39018136.000000 Penalty: 6327.308594
	Iteration 48Q: 3 clusters Score -3.901814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340052 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -39018128.000000 Penalty: 6327.308594
	Iteration 49Q: 3 clusters Score -3.901813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340068 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -39018104.000000 Penalty: 6327.308594
	Iteration 50Q: 3 clusters Score -3.90181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340078 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -39018072.000000 Penalty: 6327.308594
	Iteration 51Q: 3 clusters Score -3.901807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340090 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -39018052.000000 Penalty: 6327.308594
	Iteration 52Q: 3 clusters Score -3.901805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340100 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -39018044.000000 Penalty: 6327.308594
	Iteration 53Q: 3 clusters Score -3.901804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340115 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -39018012.000000 Penalty: 6327.308594
	Iteration 54Q: 3 clusters Score -3.901801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340129 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -39017992.000000 Penalty: 6327.308594
	Iteration 55Q: 3 clusters Score -3.901799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340137 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -39018020.000000 Penalty: 6327.308594
	Iteration 56Q: 3 clusters Score -3.901802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340145 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -39017988.000000 Penalty: 6327.308594
	Iteration 57Q: 3 clusters Score -3.901799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340150 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -39017940.000000 Penalty: 6327.308594
	Iteration 58Q: 3 clusters Score -3.901794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340155 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -39017948.000000 Penalty: 6327.308594
	Iteration 59Q: 3 clusters Score -3.901795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340159 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -39017960.000000 Penalty: 6327.308594
	Iteration 60F: 3 clusters Score -3.901796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340163 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -39017960.000000 Penalty: 6327.308594
	Iteration 61Q: 3 clusters Score -3.901796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340163 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -39017936.000000 Penalty: 6327.308594
	Iteration 62Q: 3 clusters Score -3.901794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340163 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -39017956.000000 Penalty: 6327.308594
	Iteration 63Q: 3 clusters Score -3.901796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340166 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -39017964.000000 Penalty: 6327.308594
	Iteration 64Q: 3 clusters Score -3.901796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340166 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -39017964.000000 Penalty: 6327.308594
	Iteration 65F: 3 clusters Score -3.901796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 340166 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 6692 members 
Entering Unmasked Estep 
Score: -110920832.000000 Penalty: 147466.703125
Splitting cluster 33 changes total score from -110916584.000000 to -110920832.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50762.710938 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50762.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49231.046875 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49231.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49408.816406 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49408.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49461.933594 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -49461.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49473.296875 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49475.109375 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49475.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49475.109375 Penalty: 3082.445557
	Iteration 5F: 3 clusters Score -49475.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32925.535156 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32925.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31615.968750 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31615.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31748.398438 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31748.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31784.626953 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31784.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31812.613281 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31812.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31819.705078 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31819.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31819.705078 Penalty: 2895.514160
	Iteration 5F: 3 clusters Score -31819.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1729908.500000 Penalty: 2386.367676
	Iteration 0F: 2 clusters Score -1729908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1719095.875000 Penalty: 4772.735352
	Iteration 0F: 3 clusters Score -1719096 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1722476.250000 Penalty: 4772.735352
	Iteration 1F: 3 clusters Score -1722476 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1722808.375000 Penalty: 4772.735352
	Iteration 2F: 3 clusters Score -1722808 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1723058.750000 Penalty: 4772.735352
	Iteration 3Q: 3 clusters Score -1723059 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1723282.125000 Penalty: 4772.735352
	Iteration 4Q: 3 clusters Score -1723282 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1723512.000000 Penalty: 4772.735352
	Iteration 5Q: 3 clusters Score -1723512 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1723766.000000 Penalty: 4772.735352
	Iteration 6Q: 3 clusters Score -1723766 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1724096.750000 Penalty: 4772.735352
	Iteration 7Q: 3 clusters Score -1724097 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1724508.500000 Penalty: 4772.735352
	Iteration 8Q: 3 clusters Score -1724508 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1725032.375000 Penalty: 4772.735352
	Iteration 9F: 3 clusters Score -1725032 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1725620.875000 Penalty: 4772.735352
	Iteration 10F: 3 clusters Score -1725621 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1726234.625000 Penalty: 4772.735352
	Iteration 11F: 3 clusters Score -1726235 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1726745.500000 Penalty: 4772.735352
	Iteration 12Q: 3 clusters Score -1726746 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1727120.750000 Penalty: 4772.735352
	Iteration 13Q: 3 clusters Score -1727121 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1727399.250000 Penalty: 4772.735352
	Iteration 14Q: 3 clusters Score -1727399 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1727586.750000 Penalty: 4772.735352
	Iteration 15Q: 3 clusters Score -1727587 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1727719.625000 Penalty: 4772.735352
	Iteration 16Q: 3 clusters Score -1727720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1727807.875000 Penalty: 4772.735352
	Iteration 17Q: 3 clusters Score -1727808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1727878.250000 Penalty: 4772.735352
	Iteration 18Q: 3 clusters Score -1727878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1727916.250000 Penalty: 4772.735352
	Iteration 19Q: 3 clusters Score -1727916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1727945.625000 Penalty: 4772.735352
	Iteration 20F: 3 clusters Score -1727946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1727965.125000 Penalty: 4772.735352
	Iteration 21Q: 3 clusters Score -1727965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1727971.000000 Penalty: 4772.735352
	Iteration 22Q: 3 clusters Score -1727971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1727984.375000 Penalty: 4772.735352
	Iteration 23Q: 3 clusters Score -1727984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1727989.500000 Penalty: 4772.735352
	Iteration 24Q: 3 clusters Score -1727990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1727993.250000 Penalty: 4772.735352
	Iteration 25Q: 3 clusters Score -1727993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1727995.875000 Penalty: 4772.735352
	Iteration 26Q: 3 clusters Score -1727996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1727996.500000 Penalty: 4772.735352
	Iteration 27Q: 3 clusters Score -1727996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1728003.375000 Penalty: 4772.735352
	Iteration 28Q: 3 clusters Score -1728003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1728008.000000 Penalty: 4772.735352
	Iteration 29Q: 3 clusters Score -1728008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1728008.875000 Penalty: 4772.735352
	Iteration 30Q: 3 clusters Score -1728009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1728008.375000 Penalty: 4772.735352
	Iteration 31Q: 3 clusters Score -1728008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1728008.625000 Penalty: 4772.735352
	Iteration 32Q: 3 clusters Score -1728009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1728010.250000 Penalty: 4772.735352
	Iteration 33Q: 3 clusters Score -1728010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1728010.250000 Penalty: 4772.735352
	Iteration 34F: 3 clusters Score -1728010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -746415.937500 Penalty: 2186.616211
	Iteration 0F: 2 clusters Score -746415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -740764.062500 Penalty: 4373.232422
	Iteration 0F: 3 clusters Score -740764.1 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -742267.312500 Penalty: 4373.232422
	Iteration 1F: 3 clusters Score -742267.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -742619.750000 Penalty: 4373.232422
	Iteration 2F: 3 clusters Score -742619.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -742932.562500 Penalty: 4373.232422
	Iteration 3F: 3 clusters Score -742932.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -743251.687500 Penalty: 4373.232422
	Iteration 4F: 3 clusters Score -743251.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -743595.875000 Penalty: 4373.232422
	Iteration 5F: 3 clusters Score -743595.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -743903.625000 Penalty: 4373.232422
	Iteration 6F: 3 clusters Score -743903.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -744150.687500 Penalty: 4373.232422
	Iteration 7F: 3 clusters Score -744150.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -744345.937500 Penalty: 4373.232422
	Iteration 8Q: 3 clusters Score -744345.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -744486.937500 Penalty: 4373.232422
	Iteration 9Q: 3 clusters Score -744486.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -744603.937500 Penalty: 4373.232422
	Iteration 10Q: 3 clusters Score -744603.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -744691.500000 Penalty: 4373.232422
	Iteration 11Q: 3 clusters Score -744691.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -744774.312500 Penalty: 4373.232422
	Iteration 12Q: 3 clusters Score -744774.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -744856.437500 Penalty: 4373.232422
	Iteration 13Q: 3 clusters Score -744856.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -744923.375000 Penalty: 4373.232422
	Iteration 14Q: 3 clusters Score -744923.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -745013.312500 Penalty: 4373.232422
	Iteration 15Q: 3 clusters Score -745013.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -745108.500000 Penalty: 4373.232422
	Iteration 16Q: 3 clusters Score -745108.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -745188.562500 Penalty: 4373.232422
	Iteration 17Q: 3 clusters Score -745188.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -745247.500000 Penalty: 4373.232422
	Iteration 18Q: 3 clusters Score -745247.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -745293.500000 Penalty: 4373.232422
	Iteration 19Q: 3 clusters Score -745293.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -745323.375000 Penalty: 4373.232422
	Iteration 20F: 3 clusters Score -745323.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -745346.312500 Penalty: 4373.232422
	Iteration 21Q: 3 clusters Score -745346.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -745361.125000 Penalty: 4373.232422
	Iteration 22Q: 3 clusters Score -745361.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -745381.750000 Penalty: 4373.232422
	Iteration 23Q: 3 clusters Score -745381.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -745397.625000 Penalty: 4373.232422
	Iteration 24Q: 3 clusters Score -745397.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -745405.437500 Penalty: 4373.232422
	Iteration 25Q: 3 clusters Score -745405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -745410.625000 Penalty: 4373.232422
	Iteration 26Q: 3 clusters Score -745410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -745415.062500 Penalty: 4373.232422
	Iteration 27Q: 3 clusters Score -745415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -745416.312500 Penalty: 4373.232422
	Iteration 28Q: 3 clusters Score -745416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -745418.375000 Penalty: 4373.232422
	Iteration 29Q: 3 clusters Score -745418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -745419.187500 Penalty: 4373.232422
	Iteration 30Q: 3 clusters Score -745419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -745420.500000 Penalty: 4373.232422
	Iteration 31Q: 3 clusters Score -745420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -745422.250000 Penalty: 4373.232422
	Iteration 32Q: 3 clusters Score -745422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -745423.312500 Penalty: 4373.232422
	Iteration 33Q: 3 clusters Score -745423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -745423.875000 Penalty: 4373.232422
	Iteration 34Q: 3 clusters Score -745423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -745423.875000 Penalty: 4373.232422
	Iteration 35F: 3 clusters Score -745423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Entering Unmasked Estep 
Score: -2265595.250000 Penalty: 2451.231689
	Iteration 0F: 2 clusters Score -2265595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2251678.000000 Penalty: 4902.463379
	Iteration 0F: 3 clusters Score -2251678 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2256212.750000 Penalty: 4902.463379
	Iteration 1F: 3 clusters Score -2256213 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2256579.000000 Penalty: 4902.463379
	Iteration 2F: 3 clusters Score -2256579 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2256886.500000 Penalty: 4902.463379
	Iteration 3Q: 3 clusters Score -2256886 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2257135.250000 Penalty: 4902.463379
	Iteration 4Q: 3 clusters Score -2257135 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2257371.500000 Penalty: 4902.463379
	Iteration 5Q: 3 clusters Score -2257372 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2257627.750000 Penalty: 4902.463379
	Iteration 6Q: 3 clusters Score -2257628 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2257929.750000 Penalty: 4902.463379
	Iteration 7Q: 3 clusters Score -2257930 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2258358.000000 Penalty: 4902.463379
	Iteration 8Q: 3 clusters Score -2258358 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2258911.250000 Penalty: 4902.463379
	Iteration 9Q: 3 clusters Score -2258911 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2259641.500000 Penalty: 4902.463379
	Iteration 10F: 3 clusters Score -2259642 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2260501.750000 Penalty: 4902.463379
	Iteration 11F: 3 clusters Score -2260502 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2261315.500000 Penalty: 4902.463379
	Iteration 12Q: 3 clusters Score -2261316 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2261964.750000 Penalty: 4902.463379
	Iteration 13Q: 3 clusters Score -2261965 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2262412.750000 Penalty: 4902.463379
	Iteration 14Q: 3 clusters Score -2262413 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2262723.750000 Penalty: 4902.463379
	Iteration 15Q: 3 clusters Score -2262724 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2262932.500000 Penalty: 4902.463379
	Iteration 16Q: 3 clusters Score -2262932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2263067.250000 Penalty: 4902.463379
	Iteration 17Q: 3 clusters Score -2263067 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2263151.750000 Penalty: 4902.463379
	Iteration 18Q: 3 clusters Score -2263152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2263212.750000 Penalty: 4902.463379
	Iteration 19Q: 3 clusters Score -2263213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2263270.750000 Penalty: 4902.463379
	Iteration 20F: 3 clusters Score -2263271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2263300.250000 Penalty: 4902.463379
	Iteration 21Q: 3 clusters Score -2263300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2263333.750000 Penalty: 4902.463379
	Iteration 22Q: 3 clusters Score -2263334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2263359.000000 Penalty: 4902.463379
	Iteration 23Q: 3 clusters Score -2263359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2263380.500000 Penalty: 4902.463379
	Iteration 24Q: 3 clusters Score -2263380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2263390.250000 Penalty: 4902.463379
	Iteration 25Q: 3 clusters Score -2263390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2263397.250000 Penalty: 4902.463379
	Iteration 26Q: 3 clusters Score -2263397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2263403.500000 Penalty: 4902.463379
	Iteration 27Q: 3 clusters Score -2263404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2263408.250000 Penalty: 4902.463379
	Iteration 28Q: 3 clusters Score -2263408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2263413.750000 Penalty: 4902.463379
	Iteration 29Q: 3 clusters Score -2263414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2263417.750000 Penalty: 4902.463379
	Iteration 30Q: 3 clusters Score -2263418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2263421.750000 Penalty: 4902.463379
	Iteration 31Q: 3 clusters Score -2263422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2263430.000000 Penalty: 4902.463379
	Iteration 32Q: 3 clusters Score -2263430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2263441.750000 Penalty: 4902.463379
	Iteration 33Q: 3 clusters Score -2263442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2263447.250000 Penalty: 4902.463379
	Iteration 34Q: 3 clusters Score -2263447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2263448.250000 Penalty: 4902.463379
	Iteration 35Q: 3 clusters Score -2263448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2263456.250000 Penalty: 4902.463379
	Iteration 36Q: 3 clusters Score -2263456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2263454.000000 Penalty: 4902.463379
	Iteration 37Q: 3 clusters Score -2263454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2263457.000000 Penalty: 4902.463379
	Iteration 38Q: 3 clusters Score -2263457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2263457.000000 Penalty: 4902.463379
	Iteration 39F: 3 clusters Score -2263457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -46309.980469 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -46309.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44875.824219 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -44875.82 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45467.675781 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -45467.68 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46110.468750 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -46110.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46290.628906 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -46290.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46368.531250 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -46368.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46408.339844 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -46408.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46425.734375 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -46425.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46447.148438 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -46447.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46461.609375 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -46461.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -46471.042969 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -46471.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -46479.832031 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -46479.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46498.992188 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -46498.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46519.179688 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -46519.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46519.179688 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -46519.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 340166 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 89 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 6692 members 
Mstep: Class 44 contains 451 members 
Entering Unmasked Estep 
Score: -110919216.000000 Penalty: 150896.156250
Splitting cluster 39 changes total score from -110916584.000000 to -110919216.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 40 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129463.640625 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127368.734375 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127368.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127696.171875 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127696.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127771.437500 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127771.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127801.695312 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127801.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127841.015625 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127857.890625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127868.125000 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127878.484375 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127878.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127889.890625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127898.398438 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127905.117188 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -127905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -127908.375000 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -127908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127909.039062 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -127909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -127909.921875 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -127909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -127909.921875 Penalty: 3509.181641
	Iteration 14F: 3 clusters Score -127909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -23063.894531 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -23063.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21863.542969 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -21863.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22002.708984 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -22002.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22181.373047 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -22181.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22235.402344 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -22235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22307.998047 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -22308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22330.500000 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -22330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22342.798828 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -22342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22352.777344 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -22352.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22355.083984 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -22355.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22355.083984 Penalty: 2794.855469
	Iteration 9F: 3 clusters Score -22355.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35177.082031 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -35177.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33824.878906 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -33824.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34153.734375 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34153.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34230.250000 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -34230.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34270.714844 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34270.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34298.160156 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34298.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34320.730469 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34320.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34328.339844 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34328.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34328.339844 Penalty: 2981.588623
	Iteration 7F: 3 clusters Score -34328.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102540 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24657 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16355 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 340166 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 89 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920424.000000 Penalty: 150896.156250
Iteration 186F: 45 clusters Score -1.109204e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 11308 members 
Mstep: Class 8 contains 5313 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 35075 members 
Mstep: Class 11 contains 49723 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43642 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102202 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24606 members 
Mstep: Class 23 contains 23040 members 
Mstep: Class 24 contains 35949 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 16291 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 110699 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9066 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 341220 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 19594 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 7486 members 
Mstep: Class 44 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920720.000000 Penalty: 150896.156250
Iteration 187Q: 45 clusters Score -1.109207e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 11233 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 49656 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43578 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 26116 members 
Mstep: Class 17 contains 10440 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 102066 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24599 members 
Mstep: Class 23 contains 23023 members 
Mstep: Class 24 contains 35934 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 16243 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 110707 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9063 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 341992 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15103 members 
Mstep: Class 37 contains 6754 members 
Mstep: Class 38 contains 19600 members 
Mstep: Class 39 contains 93 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 8023 members 
Mstep: Class 44 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920744.000000 Penalty: 150896.156250
Iteration 188Q: 45 clusters Score -1.109207e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 11175 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 34391 members 
Mstep: Class 11 contains 49613 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43542 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 26115 members 
Mstep: Class 17 contains 10442 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 101951 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24625 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 35941 members 
Mstep: Class 25 contains 14271 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16211 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 110714 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9059 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 342488 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15105 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 19606 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 8475 members 
Mstep: Class 44 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920928.000000 Penalty: 150896.156250
Iteration 189Q: 45 clusters Score -1.109209e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 11141 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 34061 members 
Mstep: Class 11 contains 49597 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43519 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 26117 members 
Mstep: Class 17 contains 10441 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 101861 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24645 members 
Mstep: Class 23 contains 23050 members 
Mstep: Class 24 contains 35966 members 
Mstep: Class 25 contains 14269 members 
Mstep: Class 26 contains 2123 members 
Mstep: Class 27 contains 16194 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 110730 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 9059 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 342793 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15109 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 19617 members 
Mstep: Class 39 contains 91 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 8911 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920864.000000 Penalty: 150896.156250
Iteration 190Q: 45 clusters Score -1.109209e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 33731 members 
Mstep: Class 11 contains 49582 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43506 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26130 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 101812 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24707 members 
Mstep: Class 23 contains 23062 members 
Mstep: Class 24 contains 35968 members 
Mstep: Class 25 contains 14264 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 16190 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 110736 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9051 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343008 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15112 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 19627 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 9320 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921136.000000 Penalty: 150896.156250
Iteration 191Q: 45 clusters Score -1.109211e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 11081 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 33428 members 
Mstep: Class 11 contains 49568 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43515 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 101754 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24751 members 
Mstep: Class 23 contains 23071 members 
Mstep: Class 24 contains 35984 members 
Mstep: Class 25 contains 14259 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 110741 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9044 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343173 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15112 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 19633 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 9736 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921144.000000 Penalty: 150896.156250
Iteration 192Q: 45 clusters Score -1.109211e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 49574 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26144 members 
Mstep: Class 17 contains 10467 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 101695 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24798 members 
Mstep: Class 23 contains 23079 members 
Mstep: Class 24 contains 35997 members 
Mstep: Class 25 contains 14257 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16164 members 
Mstep: Class 28 contains 2740 members 
Mstep: Class 29 contains 110747 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9041 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343309 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15115 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 19646 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 10124 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921424.000000 Penalty: 150896.156250
Iteration 193Q: 45 clusters Score -1.109214e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 11008 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 32826 members 
Mstep: Class 11 contains 49576 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43532 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26153 members 
Mstep: Class 17 contains 10488 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9852 members 
Mstep: Class 20 contains 101650 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24857 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 36001 members 
Mstep: Class 25 contains 14256 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 110753 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9034 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343397 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15114 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 19656 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 10479 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921448.000000 Penalty: 150896.156250
Iteration 194Q: 45 clusters Score -1.109214e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 10991 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 32552 members 
Mstep: Class 11 contains 49577 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43551 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26165 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 101614 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24932 members 
Mstep: Class 23 contains 23094 members 
Mstep: Class 24 contains 36008 members 
Mstep: Class 25 contains 14254 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 16149 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 110765 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9030 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343457 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15114 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 19661 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 10790 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921696.000000 Penalty: 150896.156250
Iteration 195Q: 45 clusters Score -1.109217e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 32329 members 
Mstep: Class 11 contains 49580 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 26176 members 
Mstep: Class 17 contains 10532 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 101564 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 24995 members 
Mstep: Class 23 contains 23100 members 
Mstep: Class 24 contains 36010 members 
Mstep: Class 25 contains 14253 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110780 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9026 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343522 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15114 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 19672 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11046 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921872.000000 Penalty: 150896.156250
Iteration 196Q: 45 clusters Score -1.109219e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 10955 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 49591 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43582 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 26180 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 101535 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25035 members 
Mstep: Class 23 contains 23111 members 
Mstep: Class 24 contains 36013 members 
Mstep: Class 25 contains 14252 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 16140 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110787 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9022 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343569 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15115 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 19680 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11283 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921976.000000 Penalty: 150896.156250
Iteration 197Q: 45 clusters Score -1.10922e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31982 members 
Mstep: Class 11 contains 49600 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43605 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 26189 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 101499 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25077 members 
Mstep: Class 23 contains 23123 members 
Mstep: Class 24 contains 36014 members 
Mstep: Class 25 contains 14250 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110799 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9024 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343607 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 19689 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11485 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922096.000000 Penalty: 150896.156250
Iteration 198Q: 45 clusters Score -1.109221e+08 nChanged 650
Entering ConstructFrom: 
Score: -110922096.000000 Penalty: 150896.156250
Entering ConstructFrom: 
Trying to split cluster 1 (53860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Entering Unmasked Estep 
Score: -5984756.000000 Penalty: 2701.747559
	Iteration 0F: 2 clusters Score -5984756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5948643.500000 Penalty: 5403.495117
	Iteration 0F: 3 clusters Score -5948644 nChanged 24783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5962700.500000 Penalty: 5403.495117
	Iteration 1F: 3 clusters Score -5962700 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5963508.000000 Penalty: 5403.495117
	Iteration 2Q: 3 clusters Score -5963508 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5964584.500000 Penalty: 5403.495117
	Iteration 3Q: 3 clusters Score -5964584 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5966217.500000 Penalty: 5403.495117
	Iteration 4F: 3 clusters Score -5966218 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5968647.000000 Penalty: 5403.495117
	Iteration 5F: 3 clusters Score -5968647 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -5971823.000000 Penalty: 5403.495117
	Iteration 6F: 3 clusters Score -5971823 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -5975281.500000 Penalty: 5403.495117
	Iteration 7F: 3 clusters Score -5975282 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5978169.000000 Penalty: 5403.495117
	Iteration 8F: 3 clusters Score -5978169 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5979995.000000 Penalty: 5403.495117
	Iteration 9Q: 3 clusters Score -5979995 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5981036.500000 Penalty: 5403.495117
	Iteration 10Q: 3 clusters Score -5981036 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5981634.500000 Penalty: 5403.495117
	Iteration 11Q: 3 clusters Score -5981634 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5981924.500000 Penalty: 5403.495117
	Iteration 12Q: 3 clusters Score -5981924 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5982118.000000 Penalty: 5403.495117
	Iteration 13Q: 3 clusters Score -5982118 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5982288.500000 Penalty: 5403.495117
	Iteration 14Q: 3 clusters Score -5982288 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5982392.500000 Penalty: 5403.495117
	Iteration 15Q: 3 clusters Score -5982392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5982460.500000 Penalty: 5403.495117
	Iteration 16Q: 3 clusters Score -5982460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5982529.500000 Penalty: 5403.495117
	Iteration 17Q: 3 clusters Score -5982530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5982575.500000 Penalty: 5403.495117
	Iteration 18Q: 3 clusters Score -5982576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5982596.000000 Penalty: 5403.495117
	Iteration 19Q: 3 clusters Score -5982596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5982626.500000 Penalty: 5403.495117
	Iteration 20F: 3 clusters Score -5982626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5982637.000000 Penalty: 5403.495117
	Iteration 21Q: 3 clusters Score -5982637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5982643.500000 Penalty: 5403.495117
	Iteration 22Q: 3 clusters Score -5982644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5982656.500000 Penalty: 5403.495117
	Iteration 23Q: 3 clusters Score -5982656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5982663.000000 Penalty: 5403.495117
	Iteration 24Q: 3 clusters Score -5982663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5982675.000000 Penalty: 5403.495117
	Iteration 25Q: 3 clusters Score -5982675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5982679.500000 Penalty: 5403.495117
	Iteration 26Q: 3 clusters Score -5982680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5982683.000000 Penalty: 5403.495117
	Iteration 27Q: 3 clusters Score -5982683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5982674.000000 Penalty: 5403.495117
	Iteration 28Q: 3 clusters Score -5982674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5982683.500000 Penalty: 5403.495117
	Iteration 29Q: 3 clusters Score -5982684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5982690.000000 Penalty: 5403.495117
	Iteration 30Q: 3 clusters Score -5982690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5982701.500000 Penalty: 5403.495117
	Iteration 31Q: 3 clusters Score -5982702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5982693.500000 Penalty: 5403.495117
	Iteration 32Q: 3 clusters Score -5982694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5982692.500000 Penalty: 5403.495117
	Iteration 33Q: 3 clusters Score -5982692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5982700.500000 Penalty: 5403.495117
	Iteration 34Q: 3 clusters Score -5982700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5982706.000000 Penalty: 5403.495117
	Iteration 35Q: 3 clusters Score -5982706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5982700.500000 Penalty: 5403.495117
	Iteration 36Q: 3 clusters Score -5982700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5982704.500000 Penalty: 5403.495117
	Iteration 37Q: 3 clusters Score -5982704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5982707.000000 Penalty: 5403.495117
	Iteration 38Q: 3 clusters Score -5982707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5982706.000000 Penalty: 5403.495117
	Iteration 39Q: 3 clusters Score -5982706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5982706.000000 Penalty: 5403.495117
	Iteration 40F: 3 clusters Score -5982706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32858.437500 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32858.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32981.128906 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -32981.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33000.171875 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -33000.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33010.984375 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33010.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33028.250000 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33028.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33034.164062 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -33034.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33040.214844 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -33040.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33045.984375 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -33045.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33059.347656 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -33059.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33068.562500 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -33068.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33079.679688 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -33079.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33103.949219 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -33103.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33109.046875 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -33109.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33109.046875 Penalty: 2894.066162
	Iteration 13F: 3 clusters Score -33109.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -394287.000000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -394287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -390629.468750 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -390629.5 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391468.781250 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -391468.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391674.687500 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -391674.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -391807.531250 Penalty: 4063.377930
	Iteration 3Q: 3 clusters Score -391807.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -391916.531250 Penalty: 4063.377930
	Iteration 4Q: 3 clusters Score -391916.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -392009.468750 Penalty: 4063.377930
	Iteration 5Q: 3 clusters Score -392009.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -392080.062500 Penalty: 4063.377930
	Iteration 6Q: 3 clusters Score -392080.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -392140.375000 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -392140.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -392211.843750 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -392211.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -392278.375000 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -392278.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -392359.125000 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -392359.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -392444.375000 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -392444.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -392542.437500 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -392542.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -392658.812500 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -392658.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -392803.093750 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -392803.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -392986.000000 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -392986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -393262.968750 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -393263 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -393574.812500 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -393574.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -393867.093750 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -393867.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -394125.125000 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -394125.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -394237.281250 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -394237.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -394282.468750 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -394282.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -394298.093750 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -394298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -394311.687500 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -394311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -394315.125000 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -394315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -394315.375000 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -394315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -394315.375000 Penalty: 4063.377930
	Iteration 26F: 3 clusters Score -394315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 2612 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31849 members 
Mstep: Class 11 contains 49608 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43620 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 26203 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 101468 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25134 members 
Mstep: Class 23 contains 23124 members 
Mstep: Class 24 contains 36016 members 
Mstep: Class 25 contains 14249 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110813 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9021 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343622 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 19696 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11656 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1001 members 
Entering Unmasked Estep 
Score: -110920624.000000 Penalty: 154325.625000
Splitting cluster 3 changes total score from -110922096.000000 to -110920624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -530735.250000 Penalty: 2108.162842
	Iteration 0F: 2 clusters Score -530735.2 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 2429 members 
Entering Unmasked Estep 
Score: -526244.125000 Penalty: 4216.325684
	Iteration 0F: 3 clusters Score -526244.1 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -527367.000000 Penalty: 4216.325684
	Iteration 1F: 3 clusters Score -527367 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -527572.375000 Penalty: 4216.325684
	Iteration 2F: 3 clusters Score -527572.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -527730.125000 Penalty: 4216.325684
	Iteration 3F: 3 clusters Score -527730.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -527938.687500 Penalty: 4216.325684
	Iteration 4Q: 3 clusters Score -527938.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -528223.000000 Penalty: 4216.325684
	Iteration 5F: 3 clusters Score -528223 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -528521.687500 Penalty: 4216.325684
	Iteration 6F: 3 clusters Score -528521.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -528790.125000 Penalty: 4216.325684
	Iteration 7F: 3 clusters Score -528790.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -529017.875000 Penalty: 4216.325684
	Iteration 8F: 3 clusters Score -529017.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -529209.812500 Penalty: 4216.325684
	Iteration 9Q: 3 clusters Score -529209.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -529337.625000 Penalty: 4216.325684
	Iteration 10Q: 3 clusters Score -529337.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -529435.625000 Penalty: 4216.325684
	Iteration 11Q: 3 clusters Score -529435.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -529511.937500 Penalty: 4216.325684
	Iteration 12Q: 3 clusters Score -529511.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -529552.500000 Penalty: 4216.325684
	Iteration 13Q: 3 clusters Score -529552.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -529576.812500 Penalty: 4216.325684
	Iteration 14Q: 3 clusters Score -529576.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -529589.437500 Penalty: 4216.325684
	Iteration 15Q: 3 clusters Score -529589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -529596.250000 Penalty: 4216.325684
	Iteration 16Q: 3 clusters Score -529596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -529600.187500 Penalty: 4216.325684
	Iteration 17Q: 3 clusters Score -529600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -529603.937500 Penalty: 4216.325684
	Iteration 18Q: 3 clusters Score -529603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -529610.812500 Penalty: 4216.325684
	Iteration 19Q: 3 clusters Score -529610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -529617.187500 Penalty: 4216.325684
	Iteration 20F: 3 clusters Score -529617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -529618.000000 Penalty: 4216.325684
	Iteration 21Q: 3 clusters Score -529618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -529619.062500 Penalty: 4216.325684
	Iteration 22Q: 3 clusters Score -529619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -529621.500000 Penalty: 4216.325684
	Iteration 23Q: 3 clusters Score -529621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -529624.000000 Penalty: 4216.325684
	Iteration 24Q: 3 clusters Score -529624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -529625.250000 Penalty: 4216.325684
	Iteration 25Q: 3 clusters Score -529625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -529626.437500 Penalty: 4216.325684
	Iteration 26Q: 3 clusters Score -529626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -529627.812500 Penalty: 4216.325684
	Iteration 27Q: 3 clusters Score -529627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -529629.562500 Penalty: 4216.325684
	Iteration 28Q: 3 clusters Score -529629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -529630.062500 Penalty: 4216.325684
	Iteration 29Q: 3 clusters Score -529630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -529630.062500 Penalty: 4216.325684
	Iteration 30F: 3 clusters Score -529630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -72513.601562 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -72513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70861.500000 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -70861.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71329.617188 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -71329.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71459.062500 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -71459.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71550.585938 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -71550.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71607.789062 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -71607.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71665.000000 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -71665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71703.609375 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -71703.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71737.445312 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -71737.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71756.398438 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -71756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71769.578125 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -71769.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71775.132812 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -71775.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71782.773438 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -71782.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71790.171875 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -71790.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71796.210938 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -71796.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71798.015625 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -71798.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71798.015625 Penalty: 3304.280029
	Iteration 15F: 3 clusters Score -71798.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -400147.687500 Penalty: 2057.605469
	Iteration 0F: 2 clusters Score -400147.7 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 2021 members 
Entering Unmasked Estep 
Score: -396316.250000 Penalty: 4115.210938
	Iteration 0F: 3 clusters Score -396316.2 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -397317.781250 Penalty: 4115.210938
	Iteration 1F: 3 clusters Score -397317.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -397662.437500 Penalty: 4115.210938
	Iteration 2F: 3 clusters Score -397662.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -397918.625000 Penalty: 4115.210938
	Iteration 3F: 3 clusters Score -397918.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -398113.625000 Penalty: 4115.210938
	Iteration 4F: 3 clusters Score -398113.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -398280.906250 Penalty: 4115.210938
	Iteration 5Q: 3 clusters Score -398280.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -398429.906250 Penalty: 4115.210938
	Iteration 6Q: 3 clusters Score -398429.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -398525.531250 Penalty: 4115.210938
	Iteration 7Q: 3 clusters Score -398525.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -398594.968750 Penalty: 4115.210938
	Iteration 8Q: 3 clusters Score -398595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -398667.062500 Penalty: 4115.210938
	Iteration 9Q: 3 clusters Score -398667.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -398728.593750 Penalty: 4115.210938
	Iteration 10Q: 3 clusters Score -398728.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -398779.468750 Penalty: 4115.210938
	Iteration 11Q: 3 clusters Score -398779.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -398812.250000 Penalty: 4115.210938
	Iteration 12Q: 3 clusters Score -398812.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -398841.343750 Penalty: 4115.210938
	Iteration 13Q: 3 clusters Score -398841.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -398865.062500 Penalty: 4115.210938
	Iteration 14Q: 3 clusters Score -398865.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -398886.781250 Penalty: 4115.210938
	Iteration 15Q: 3 clusters Score -398886.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -398907.312500 Penalty: 4115.210938
	Iteration 16Q: 3 clusters Score -398907.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -398919.375000 Penalty: 4115.210938
	Iteration 17Q: 3 clusters Score -398919.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -398931.812500 Penalty: 4115.210938
	Iteration 18Q: 3 clusters Score -398931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -398940.562500 Penalty: 4115.210938
	Iteration 19Q: 3 clusters Score -398940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -398949.500000 Penalty: 4115.210938
	Iteration 20F: 3 clusters Score -398949.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -398957.593750 Penalty: 4115.210938
	Iteration 21Q: 3 clusters Score -398957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -398969.437500 Penalty: 4115.210938
	Iteration 22Q: 3 clusters Score -398969.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -398976.906250 Penalty: 4115.210938
	Iteration 23Q: 3 clusters Score -398976.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -398979.718750 Penalty: 4115.210938
	Iteration 24Q: 3 clusters Score -398979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -398986.750000 Penalty: 4115.210938
	Iteration 25Q: 3 clusters Score -398986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -398990.468750 Penalty: 4115.210938
	Iteration 26Q: 3 clusters Score -398990.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -398995.156250 Penalty: 4115.210938
	Iteration 27Q: 3 clusters Score -398995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -398997.906250 Penalty: 4115.210938
	Iteration 28Q: 3 clusters Score -398997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -398999.500000 Penalty: 4115.210938
	Iteration 29Q: 3 clusters Score -398999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -399001.343750 Penalty: 4115.210938
	Iteration 30Q: 3 clusters Score -399001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -399001.218750 Penalty: 4115.210938
	Iteration 31Q: 3 clusters Score -399001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -399002.531250 Penalty: 4115.210938
	Iteration 32Q: 3 clusters Score -399002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -399003.968750 Penalty: 4115.210938
	Iteration 33Q: 3 clusters Score -399004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -399003.812500 Penalty: 4115.210938
	Iteration 34Q: 3 clusters Score -399003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -399004.625000 Penalty: 4115.210938
	Iteration 35Q: 3 clusters Score -399004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -399005.062500 Penalty: 4115.210938
	Iteration 36Q: 3 clusters Score -399005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -399005.062500 Penalty: 4115.210938
	Iteration 37F: 3 clusters Score -399005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Entering Unmasked Estep 
Score: -1217116.375000 Penalty: 2305.945801
	Iteration 0F: 2 clusters Score -1217116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1208883.000000 Penalty: 4611.891602
	Iteration 0F: 3 clusters Score -1208883 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1211363.875000 Penalty: 4611.891602
	Iteration 1F: 3 clusters Score -1211364 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1211824.750000 Penalty: 4611.891602
	Iteration 2F: 3 clusters Score -1211825 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1212191.875000 Penalty: 4611.891602
	Iteration 3F: 3 clusters Score -1212192 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1212532.000000 Penalty: 4611.891602
	Iteration 4F: 3 clusters Score -1212532 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1212870.125000 Penalty: 4611.891602
	Iteration 5F: 3 clusters Score -1212870 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1213165.875000 Penalty: 4611.891602
	Iteration 6Q: 3 clusters Score -1213166 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1213436.500000 Penalty: 4611.891602
	Iteration 7Q: 3 clusters Score -1213436 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1213630.375000 Penalty: 4611.891602
	Iteration 8Q: 3 clusters Score -1213630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1213790.125000 Penalty: 4611.891602
	Iteration 9Q: 3 clusters Score -1213790 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1213929.875000 Penalty: 4611.891602
	Iteration 10Q: 3 clusters Score -1213930 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1214036.125000 Penalty: 4611.891602
	Iteration 11Q: 3 clusters Score -1214036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1214132.500000 Penalty: 4611.891602
	Iteration 12Q: 3 clusters Score -1214132 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1214230.375000 Penalty: 4611.891602
	Iteration 13Q: 3 clusters Score -1214230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1214300.000000 Penalty: 4611.891602
	Iteration 14Q: 3 clusters Score -1214300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1214347.750000 Penalty: 4611.891602
	Iteration 15Q: 3 clusters Score -1214348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1214393.000000 Penalty: 4611.891602
	Iteration 16Q: 3 clusters Score -1214393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1214426.625000 Penalty: 4611.891602
	Iteration 17Q: 3 clusters Score -1214427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1214452.375000 Penalty: 4611.891602
	Iteration 18Q: 3 clusters Score -1214452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1214485.750000 Penalty: 4611.891602
	Iteration 19Q: 3 clusters Score -1214486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1214518.500000 Penalty: 4611.891602
	Iteration 20F: 3 clusters Score -1214518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1214558.750000 Penalty: 4611.891602
	Iteration 21Q: 3 clusters Score -1214559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1214594.000000 Penalty: 4611.891602
	Iteration 22Q: 3 clusters Score -1214594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1214643.250000 Penalty: 4611.891602
	Iteration 23Q: 3 clusters Score -1214643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1214716.875000 Penalty: 4611.891602
	Iteration 24Q: 3 clusters Score -1214717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1214785.750000 Penalty: 4611.891602
	Iteration 25Q: 3 clusters Score -1214786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1214842.250000 Penalty: 4611.891602
	Iteration 26Q: 3 clusters Score -1214842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1214907.125000 Penalty: 4611.891602
	Iteration 27Q: 3 clusters Score -1214907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1214973.750000 Penalty: 4611.891602
	Iteration 28Q: 3 clusters Score -1214974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1215031.500000 Penalty: 4611.891602
	Iteration 29Q: 3 clusters Score -1215032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1215079.500000 Penalty: 4611.891602
	Iteration 30Q: 3 clusters Score -1215080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1215125.500000 Penalty: 4611.891602
	Iteration 31Q: 3 clusters Score -1215126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1215167.000000 Penalty: 4611.891602
	Iteration 32Q: 3 clusters Score -1215167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1215187.500000 Penalty: 4611.891602
	Iteration 33Q: 3 clusters Score -1215188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1215209.000000 Penalty: 4611.891602
	Iteration 34Q: 3 clusters Score -1215209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1215222.250000 Penalty: 4611.891602
	Iteration 35Q: 3 clusters Score -1215222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1215236.250000 Penalty: 4611.891602
	Iteration 36Q: 3 clusters Score -1215236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1215246.500000 Penalty: 4611.891602
	Iteration 37Q: 3 clusters Score -1215246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1215258.250000 Penalty: 4611.891602
	Iteration 38Q: 3 clusters Score -1215258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1215263.875000 Penalty: 4611.891602
	Iteration 39Q: 3 clusters Score -1215264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1215276.750000 Penalty: 4611.891602
	Iteration 40F: 3 clusters Score -1215277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1215284.500000 Penalty: 4611.891602
	Iteration 41Q: 3 clusters Score -1215284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1215291.375000 Penalty: 4611.891602
	Iteration 42Q: 3 clusters Score -1215291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1215294.875000 Penalty: 4611.891602
	Iteration 43Q: 3 clusters Score -1215295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1215299.250000 Penalty: 4611.891602
	Iteration 44Q: 3 clusters Score -1215299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1215299.875000 Penalty: 4611.891602
	Iteration 45Q: 3 clusters Score -1215300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1215304.875000 Penalty: 4611.891602
	Iteration 46Q: 3 clusters Score -1215305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1215308.000000 Penalty: 4611.891602
	Iteration 47Q: 3 clusters Score -1215308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1215312.500000 Penalty: 4611.891602
	Iteration 48Q: 3 clusters Score -1215312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1215314.000000 Penalty: 4611.891602
	Iteration 49Q: 3 clusters Score -1215314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1215315.250000 Penalty: 4611.891602
	Iteration 50Q: 3 clusters Score -1215315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1215316.875000 Penalty: 4611.891602
	Iteration 51Q: 3 clusters Score -1215317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1215318.125000 Penalty: 4611.891602
	Iteration 52Q: 3 clusters Score -1215318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1215319.000000 Penalty: 4611.891602
	Iteration 53Q: 3 clusters Score -1215319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1215319.000000 Penalty: 4611.891602
	Iteration 54F: 3 clusters Score -1215319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -522962.343750 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -522962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -518273.093750 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -518273.1 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -519637.781250 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -519637.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -520144.656250 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -520144.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -520627.093750 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -520627.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -521115.406250 Penalty: 4255.576660
	Iteration 4F: 3 clusters Score -521115.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -521671.343750 Penalty: 4255.576660
	Iteration 5F: 3 clusters Score -521671.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -522008.500000 Penalty: 4255.576660
	Iteration 6F: 3 clusters Score -522008.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -522169.218750 Penalty: 4255.576660
	Iteration 7Q: 3 clusters Score -522169.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -522278.031250 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -522278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -522369.093750 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -522369.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -522457.125000 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -522457.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -522511.312500 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -522511.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -522550.656250 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -522550.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -522569.375000 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -522569.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -522577.687500 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -522577.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -522586.750000 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -522586.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -522593.406250 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -522593.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -522599.281250 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -522599.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -522607.125000 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -522607.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -522612.250000 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -522612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -522618.531250 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -522618.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -522624.218750 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -522624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -522627.562500 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -522627.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -522632.062500 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -522632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -522634.937500 Penalty: 4255.576660
	Iteration 24Q: 3 clusters Score -522634.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -522637.843750 Penalty: 4255.576660
	Iteration 25Q: 3 clusters Score -522637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -522640.718750 Penalty: 4255.576660
	Iteration 26Q: 3 clusters Score -522640.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -522642.781250 Penalty: 4255.576660
	Iteration 27Q: 3 clusters Score -522642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -522644.968750 Penalty: 4255.576660
	Iteration 28Q: 3 clusters Score -522645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -522647.687500 Penalty: 4255.576660
	Iteration 29Q: 3 clusters Score -522647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -522649.093750 Penalty: 4255.576660
	Iteration 30Q: 3 clusters Score -522649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -522651.281250 Penalty: 4255.576660
	Iteration 31Q: 3 clusters Score -522651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -522653.062500 Penalty: 4255.576660
	Iteration 32Q: 3 clusters Score -522653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -522654.906250 Penalty: 4255.576660
	Iteration 33Q: 3 clusters Score -522654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -522656.750000 Penalty: 4255.576660
	Iteration 34Q: 3 clusters Score -522656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -522659.031250 Penalty: 4255.576660
	Iteration 35Q: 3 clusters Score -522659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -522660.937500 Penalty: 4255.576660
	Iteration 36Q: 3 clusters Score -522660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -522662.718750 Penalty: 4255.576660
	Iteration 37Q: 3 clusters Score -522662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -522663.406250 Penalty: 4255.576660
	Iteration 38Q: 3 clusters Score -522663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -522665.187500 Penalty: 4255.576660
	Iteration 39Q: 3 clusters Score -522665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -522665.312500 Penalty: 4255.576660
	Iteration 40F: 3 clusters Score -522665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -522665.437500 Penalty: 4255.576660
	Iteration 41Q: 3 clusters Score -522665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -522665.437500 Penalty: 4255.576660
	Iteration 42F: 3 clusters Score -522665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -269260.843750 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -269260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -266361.062500 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -266361.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266943.593750 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -266943.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267105.000000 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -267105 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -267185.625000 Penalty: 3877.342285
	Iteration 3Q: 3 clusters Score -267185.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -267230.343750 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -267230.3 nChanged 45
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: -267265.906250 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -267265.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -267294.281250 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -267294.3 nChanged 41
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: -267318.281250 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -267318.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -267342.031250 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -267342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267359.687500 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -267359.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -267368.750000 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -267368.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -267380.750000 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -267380.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267393.750000 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -267393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267404.750000 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -267404.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267420.750000 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -267420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -267437.718750 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -267437.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -267453.687500 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -267453.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -267470.375000 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -267470.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -267491.812500 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -267491.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -267511.718750 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -267511.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -267528.062500 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -267528.1 nChanged 14
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: -267537.312500 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -267537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -267545.906250 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -267545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -267558.875000 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -267558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -267567.062500 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -267567.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -267573.750000 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -267573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -267581.281250 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -267581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -267586.312500 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -267586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -267590.437500 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -267590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -267594.062500 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -267594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -267597.343750 Penalty: 3877.342285
	Iteration 30Q: 3 clusters Score -267597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -267599.531250 Penalty: 3877.342285
	Iteration 31Q: 3 clusters Score -267599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -267600.031250 Penalty: 3877.342285
	Iteration 32Q: 3 clusters Score -267600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -267600.906250 Penalty: 3877.342285
	Iteration 33Q: 3 clusters Score -267600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -267600.906250 Penalty: 3877.342285
	Iteration 34F: 3 clusters Score -267600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Entering Unmasked Estep 
Score: -3518403.000000 Penalty: 2571.452637
	Iteration 0F: 2 clusters Score -3518403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3496653.500000 Penalty: 5142.905273
	Iteration 0F: 3 clusters Score -3496654 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3504440.750000 Penalty: 5142.905273
	Iteration 1F: 3 clusters Score -3504441 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3504946.750000 Penalty: 5142.905273
	Iteration 2Q: 3 clusters Score -3504947 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3505379.500000 Penalty: 5142.905273
	Iteration 3Q: 3 clusters Score -3505380 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3505824.250000 Penalty: 5142.905273
	Iteration 4Q: 3 clusters Score -3505824 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3506434.250000 Penalty: 5142.905273
	Iteration 5Q: 3 clusters Score -3506434 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3507361.250000 Penalty: 5142.905273
	Iteration 6Q: 3 clusters Score -3507361 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3508799.500000 Penalty: 5142.905273
	Iteration 7F: 3 clusters Score -3508800 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3510660.000000 Penalty: 5142.905273
	Iteration 8F: 3 clusters Score -3510660 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3512545.500000 Penalty: 5142.905273
	Iteration 9F: 3 clusters Score -3512546 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3514149.750000 Penalty: 5142.905273
	Iteration 10F: 3 clusters Score -3514150 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3515337.000000 Penalty: 5142.905273
	Iteration 11Q: 3 clusters Score -3515337 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3516176.500000 Penalty: 5142.905273
	Iteration 12Q: 3 clusters Score -3516176 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3516693.250000 Penalty: 5142.905273
	Iteration 13Q: 3 clusters Score -3516693 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3517217.250000 Penalty: 5142.905273
	Iteration 14Q: 3 clusters Score -3517217 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3517566.750000 Penalty: 5142.905273
	Iteration 15Q: 3 clusters Score -3517567 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3517742.750000 Penalty: 5142.905273
	Iteration 16Q: 3 clusters Score -3517743 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3517877.000000 Penalty: 5142.905273
	Iteration 17Q: 3 clusters Score -3517877 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3517980.750000 Penalty: 5142.905273
	Iteration 18Q: 3 clusters Score -3517981 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3518050.250000 Penalty: 5142.905273
	Iteration 19Q: 3 clusters Score -3518050 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3518136.000000 Penalty: 5142.905273
	Iteration 20F: 3 clusters Score -3518136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3518190.750000 Penalty: 5142.905273
	Iteration 21Q: 3 clusters Score -3518191 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3518217.250000 Penalty: 5142.905273
	Iteration 22Q: 3 clusters Score -3518217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3518240.750000 Penalty: 5142.905273
	Iteration 23Q: 3 clusters Score -3518241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3518242.000000 Penalty: 5142.905273
	Iteration 24Q: 3 clusters Score -3518242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3518247.250000 Penalty: 5142.905273
	Iteration 25Q: 3 clusters Score -3518247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3518241.500000 Penalty: 5142.905273
	Iteration 26Q: 3 clusters Score -3518242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3518242.250000 Penalty: 5142.905273
	Iteration 27Q: 3 clusters Score -3518242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3518250.500000 Penalty: 5142.905273
	Iteration 28Q: 3 clusters Score -3518250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3518255.500000 Penalty: 5142.905273
	Iteration 29Q: 3 clusters Score -3518256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3518257.250000 Penalty: 5142.905273
	Iteration 30Q: 3 clusters Score -3518257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3518261.250000 Penalty: 5142.905273
	Iteration 31Q: 3 clusters Score -3518261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3518261.500000 Penalty: 5142.905273
	Iteration 32Q: 3 clusters Score -3518262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3518261.250000 Penalty: 5142.905273
	Iteration 33Q: 3 clusters Score -3518261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3518258.250000 Penalty: 5142.905273
	Iteration 34Q: 3 clusters Score -3518258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3518259.000000 Penalty: 5142.905273
	Iteration 35Q: 3 clusters Score -3518259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3518259.500000 Penalty: 5142.905273
	Iteration 36Q: 3 clusters Score -3518260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3518263.500000 Penalty: 5142.905273
	Iteration 37Q: 3 clusters Score -3518264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3518264.000000 Penalty: 5142.905273
	Iteration 38Q: 3 clusters Score -3518264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3518264.000000 Penalty: 5142.905273
	Iteration 39Q: 3 clusters Score -3518264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3518262.000000 Penalty: 5142.905273
	Iteration 40F: 3 clusters Score -3518262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3518267.500000 Penalty: 5142.905273
	Iteration 41Q: 3 clusters Score -3518268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3518265.000000 Penalty: 5142.905273
	Iteration 42Q: 3 clusters Score -3518265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3518265.500000 Penalty: 5142.905273
	Iteration 43Q: 3 clusters Score -3518266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3518267.250000 Penalty: 5142.905273
	Iteration 44Q: 3 clusters Score -3518267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3518267.250000 Penalty: 5142.905273
	Iteration 45F: 3 clusters Score -3518267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Entering Unmasked Estep 
Score: -5643465.000000 Penalty: 2681.353027
	Iteration 0F: 2 clusters Score -5643465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -5610061.500000 Penalty: 5362.706055
	Iteration 0F: 3 clusters Score -5610062 nChanged 22870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -5622601.000000 Penalty: 5362.706055
	Iteration 1F: 3 clusters Score -5622601 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -5623246.500000 Penalty: 5362.706055
	Iteration 2Q: 3 clusters Score -5623246 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5623986.500000 Penalty: 5362.706055
	Iteration 3Q: 3 clusters Score -5623986 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -5625073.000000 Penalty: 5362.706055
	Iteration 4Q: 3 clusters Score -5625073 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5626604.500000 Penalty: 5362.706055
	Iteration 5F: 3 clusters Score -5626604 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5628634.500000 Penalty: 5362.706055
	Iteration 6F: 3 clusters Score -5628634 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5630891.000000 Penalty: 5362.706055
	Iteration 7F: 3 clusters Score -5630891 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5632956.500000 Penalty: 5362.706055
	Iteration 8F: 3 clusters Score -5632956 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5634725.500000 Penalty: 5362.706055
	Iteration 9F: 3 clusters Score -5634726 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5636220.500000 Penalty: 5362.706055
	Iteration 10Q: 3 clusters Score -5636220 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5637472.500000 Penalty: 5362.706055
	Iteration 11Q: 3 clusters Score -5637472 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5638516.500000 Penalty: 5362.706055
	Iteration 12Q: 3 clusters Score -5638516 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -5639299.000000 Penalty: 5362.706055
	Iteration 13Q: 3 clusters Score -5639299 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5639810.000000 Penalty: 5362.706055
	Iteration 14Q: 3 clusters Score -5639810 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -5640159.500000 Penalty: 5362.706055
	Iteration 15Q: 3 clusters Score -5640160 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -5640353.500000 Penalty: 5362.706055
	Iteration 16Q: 3 clusters Score -5640354 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5640492.500000 Penalty: 5362.706055
	Iteration 17Q: 3 clusters Score -5640492 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -5640646.500000 Penalty: 5362.706055
	Iteration 18Q: 3 clusters Score -5640646 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5640745.500000 Penalty: 5362.706055
	Iteration 19Q: 3 clusters Score -5640746 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5640837.000000 Penalty: 5362.706055
	Iteration 20F: 3 clusters Score -5640837 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5640917.000000 Penalty: 5362.706055
	Iteration 21Q: 3 clusters Score -5640917 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -5640975.000000 Penalty: 5362.706055
	Iteration 22Q: 3 clusters Score -5640975 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -5641012.500000 Penalty: 5362.706055
	Iteration 23Q: 3 clusters Score -5641012 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -5641049.500000 Penalty: 5362.706055
	Iteration 24Q: 3 clusters Score -5641050 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -5641065.000000 Penalty: 5362.706055
	Iteration 25Q: 3 clusters Score -5641065 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5641097.000000 Penalty: 5362.706055
	Iteration 26Q: 3 clusters Score -5641097 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -5641113.000000 Penalty: 5362.706055
	Iteration 27Q: 3 clusters Score -5641113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -5641121.500000 Penalty: 5362.706055
	Iteration 28Q: 3 clusters Score -5641122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5641119.500000 Penalty: 5362.706055
	Iteration 29Q: 3 clusters Score -5641120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -5641132.000000 Penalty: 5362.706055
	Iteration 30Q: 3 clusters Score -5641132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5641138.000000 Penalty: 5362.706055
	Iteration 31Q: 3 clusters Score -5641138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -5641167.000000 Penalty: 5362.706055
	Iteration 32Q: 3 clusters Score -5641167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5641173.000000 Penalty: 5362.706055
	Iteration 33Q: 3 clusters Score -5641173 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -5641164.500000 Penalty: 5362.706055
	Iteration 34Q: 3 clusters Score -5641164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -5641188.000000 Penalty: 5362.706055
	Iteration 35Q: 3 clusters Score -5641188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -5641197.500000 Penalty: 5362.706055
	Iteration 36Q: 3 clusters Score -5641198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5641204.000000 Penalty: 5362.706055
	Iteration 37Q: 3 clusters Score -5641204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5641210.500000 Penalty: 5362.706055
	Iteration 38Q: 3 clusters Score -5641210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -5641217.000000 Penalty: 5362.706055
	Iteration 39Q: 3 clusters Score -5641217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5641232.000000 Penalty: 5362.706055
	Iteration 40F: 3 clusters Score -5641232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5641247.500000 Penalty: 5362.706055
	Iteration 41Q: 3 clusters Score -5641248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5641261.000000 Penalty: 5362.706055
	Iteration 42Q: 3 clusters Score -5641261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -5641280.000000 Penalty: 5362.706055
	Iteration 43Q: 3 clusters Score -5641280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5641285.500000 Penalty: 5362.706055
	Iteration 44Q: 3 clusters Score -5641286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5641304.000000 Penalty: 5362.706055
	Iteration 45Q: 3 clusters Score -5641304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5641312.000000 Penalty: 5362.706055
	Iteration 46Q: 3 clusters Score -5641312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -5641330.500000 Penalty: 5362.706055
	Iteration 47Q: 3 clusters Score -5641330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5641362.500000 Penalty: 5362.706055
	Iteration 48Q: 3 clusters Score -5641362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5641361.500000 Penalty: 5362.706055
	Iteration 49Q: 3 clusters Score -5641362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5641350.000000 Penalty: 5362.706055
	Iteration 50Q: 3 clusters Score -5641350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5641365.000000 Penalty: 5362.706055
	Iteration 51Q: 3 clusters Score -5641365 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -5641367.500000 Penalty: 5362.706055
	Iteration 52Q: 3 clusters Score -5641368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5641387.000000 Penalty: 5362.706055
	Iteration 53Q: 3 clusters Score -5641387 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5641402.500000 Penalty: 5362.706055
	Iteration 54Q: 3 clusters Score -5641402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5641422.500000 Penalty: 5362.706055
	Iteration 55Q: 3 clusters Score -5641422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5641434.500000 Penalty: 5362.706055
	Iteration 56Q: 3 clusters Score -5641434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5641427.000000 Penalty: 5362.706055
	Iteration 57Q: 3 clusters Score -5641427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -5641443.500000 Penalty: 5362.706055
	Iteration 58Q: 3 clusters Score -5641444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -5641442.500000 Penalty: 5362.706055
	Iteration 59Q: 3 clusters Score -5641442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5641455.500000 Penalty: 5362.706055
	Iteration 60F: 3 clusters Score -5641456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5641459.500000 Penalty: 5362.706055
	Iteration 61Q: 3 clusters Score -5641460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5641459.500000 Penalty: 5362.706055
	Iteration 62Q: 3 clusters Score -5641460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5641456.500000 Penalty: 5362.706055
	Iteration 63Q: 3 clusters Score -5641456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5641462.000000 Penalty: 5362.706055
	Iteration 64Q: 3 clusters Score -5641462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5641457.000000 Penalty: 5362.706055
	Iteration 65Q: 3 clusters Score -5641457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5641464.000000 Penalty: 5362.706055
	Iteration 66Q: 3 clusters Score -5641464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5641473.500000 Penalty: 5362.706055
	Iteration 67Q: 3 clusters Score -5641474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -5641496.500000 Penalty: 5362.706055
	Iteration 68Q: 3 clusters Score -5641496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -5641495.500000 Penalty: 5362.706055
	Iteration 69Q: 3 clusters Score -5641496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5641508.500000 Penalty: 5362.706055
	Iteration 70Q: 3 clusters Score -5641508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5641505.500000 Penalty: 5362.706055
	Iteration 71Q: 3 clusters Score -5641506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5641513.000000 Penalty: 5362.706055
	Iteration 72Q: 3 clusters Score -5641513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5641518.500000 Penalty: 5362.706055
	Iteration 73Q: 3 clusters Score -5641518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5641526.500000 Penalty: 5362.706055
	Iteration 74Q: 3 clusters Score -5641526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5641520.000000 Penalty: 5362.706055
	Iteration 75Q: 3 clusters Score -5641520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5641525.500000 Penalty: 5362.706055
	Iteration 76Q: 3 clusters Score -5641526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5641532.500000 Penalty: 5362.706055
	Iteration 77Q: 3 clusters Score -5641532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5641537.000000 Penalty: 5362.706055
	Iteration 78Q: 3 clusters Score -5641537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5641546.000000 Penalty: 5362.706055
	Iteration 79Q: 3 clusters Score -5641546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5641534.000000 Penalty: 5362.706055
	Iteration 80F: 3 clusters Score -5641534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5641533.000000 Penalty: 5362.706055
	Iteration 81Q: 3 clusters Score -5641533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5641535.500000 Penalty: 5362.706055
	Iteration 82Q: 3 clusters Score -5641536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5641539.000000 Penalty: 5362.706055
	Iteration 83Q: 3 clusters Score -5641539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5641555.000000 Penalty: 5362.706055
	Iteration 84Q: 3 clusters Score -5641555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5641554.000000 Penalty: 5362.706055
	Iteration 85Q: 3 clusters Score -5641554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5641554.500000 Penalty: 5362.706055
	Iteration 86Q: 3 clusters Score -5641554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5641569.500000 Penalty: 5362.706055
	Iteration 87Q: 3 clusters Score -5641570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5641570.500000 Penalty: 5362.706055
	Iteration 88Q: 3 clusters Score -5641570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5641574.000000 Penalty: 5362.706055
	Iteration 89Q: 3 clusters Score -5641574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5641572.000000 Penalty: 5362.706055
	Iteration 90Q: 3 clusters Score -5641572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5641558.500000 Penalty: 5362.706055
	Iteration 91Q: 3 clusters Score -5641558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5641561.500000 Penalty: 5362.706055
	Iteration 92Q: 3 clusters Score -5641562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5641574.000000 Penalty: 5362.706055
	Iteration 93Q: 3 clusters Score -5641574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5641586.500000 Penalty: 5362.706055
	Iteration 94Q: 3 clusters Score -5641586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5641589.500000 Penalty: 5362.706055
	Iteration 95Q: 3 clusters Score -5641590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5641605.000000 Penalty: 5362.706055
	Iteration 96Q: 3 clusters Score -5641605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5641594.500000 Penalty: 5362.706055
	Iteration 97Q: 3 clusters Score -5641594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5641602.500000 Penalty: 5362.706055
	Iteration 98Q: 3 clusters Score -5641602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5641619.000000 Penalty: 5362.706055
	Iteration 99Q: 3 clusters Score -5641619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5641638.000000 Penalty: 5362.706055
	Iteration 100F: 3 clusters Score -5641638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5641627.000000 Penalty: 5362.706055
	Iteration 101Q: 3 clusters Score -5641627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -5641629.000000 Penalty: 5362.706055
	Iteration 102Q: 3 clusters Score -5641629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5641628.000000 Penalty: 5362.706055
	Iteration 103Q: 3 clusters Score -5641628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5641624.000000 Penalty: 5362.706055
	Iteration 104Q: 3 clusters Score -5641624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5641629.000000 Penalty: 5362.706055
	Iteration 105Q: 3 clusters Score -5641629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5641629.000000 Penalty: 5362.706055
	Iteration 106Q: 3 clusters Score -5641629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5641631.000000 Penalty: 5362.706055
	Iteration 107Q: 3 clusters Score -5641631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5641633.500000 Penalty: 5362.706055
	Iteration 108Q: 3 clusters Score -5641634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5641644.000000 Penalty: 5362.706055
	Iteration 109Q: 3 clusters Score -5641644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5641631.500000 Penalty: 5362.706055
	Iteration 110Q: 3 clusters Score -5641632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5641641.000000 Penalty: 5362.706055
	Iteration 111Q: 3 clusters Score -5641641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5641644.500000 Penalty: 5362.706055
	Iteration 112Q: 3 clusters Score -5641644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5641642.000000 Penalty: 5362.706055
	Iteration 113Q: 3 clusters Score -5641642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5641642.500000 Penalty: 5362.706055
	Iteration 114Q: 3 clusters Score -5641642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5641645.000000 Penalty: 5362.706055
	Iteration 115Q: 3 clusters Score -5641645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5641642.500000 Penalty: 5362.706055
	Iteration 116Q: 3 clusters Score -5641642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5641654.000000 Penalty: 5362.706055
	Iteration 117Q: 3 clusters Score -5641654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5641647.000000 Penalty: 5362.706055
	Iteration 118Q: 3 clusters Score -5641647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5641643.500000 Penalty: 5362.706055
	Iteration 119Q: 3 clusters Score -5641644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5641642.500000 Penalty: 5362.706055
	Iteration 120F: 3 clusters Score -5641642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5641646.500000 Penalty: 5362.706055
	Iteration 121Q: 3 clusters Score -5641646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5641646.000000 Penalty: 5362.706055
	Iteration 122Q: 3 clusters Score -5641646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5641647.000000 Penalty: 5362.706055
	Iteration 123Q: 3 clusters Score -5641647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5641665.500000 Penalty: 5362.706055
	Iteration 124Q: 3 clusters Score -5641666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5641672.500000 Penalty: 5362.706055
	Iteration 125Q: 3 clusters Score -5641672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5641675.000000 Penalty: 5362.706055
	Iteration 126Q: 3 clusters Score -5641675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5641679.500000 Penalty: 5362.706055
	Iteration 127Q: 3 clusters Score -5641680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5641679.500000 Penalty: 5362.706055
	Iteration 128Q: 3 clusters Score -5641680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5641680.500000 Penalty: 5362.706055
	Iteration 129Q: 3 clusters Score -5641680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5641677.500000 Penalty: 5362.706055
	Iteration 130Q: 3 clusters Score -5641678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5641675.500000 Penalty: 5362.706055
	Iteration 131Q: 3 clusters Score -5641676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5641682.500000 Penalty: 5362.706055
	Iteration 132Q: 3 clusters Score -5641682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5641687.500000 Penalty: 5362.706055
	Iteration 133Q: 3 clusters Score -5641688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5641687.000000 Penalty: 5362.706055
	Iteration 134Q: 3 clusters Score -5641687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5641686.000000 Penalty: 5362.706055
	Iteration 135Q: 3 clusters Score -5641686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5641675.500000 Penalty: 5362.706055
	Iteration 136Q: 3 clusters Score -5641676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5641681.500000 Penalty: 5362.706055
	Iteration 137Q: 3 clusters Score -5641682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5641691.500000 Penalty: 5362.706055
	Iteration 138Q: 3 clusters Score -5641692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5641690.000000 Penalty: 5362.706055
	Iteration 139Q: 3 clusters Score -5641690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5641694.500000 Penalty: 5362.706055
	Iteration 140F: 3 clusters Score -5641694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5641698.000000 Penalty: 5362.706055
	Iteration 141Q: 3 clusters Score -5641698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5641701.000000 Penalty: 5362.706055
	Iteration 142Q: 3 clusters Score -5641701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5641712.500000 Penalty: 5362.706055
	Iteration 143Q: 3 clusters Score -5641712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5641703.000000 Penalty: 5362.706055
	Iteration 144Q: 3 clusters Score -5641703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5641703.500000 Penalty: 5362.706055
	Iteration 145Q: 3 clusters Score -5641704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5641711.500000 Penalty: 5362.706055
	Iteration 146Q: 3 clusters Score -5641712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5641711.000000 Penalty: 5362.706055
	Iteration 147Q: 3 clusters Score -5641711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5641716.500000 Penalty: 5362.706055
	Iteration 148Q: 3 clusters Score -5641716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5641717.500000 Penalty: 5362.706055
	Iteration 149Q: 3 clusters Score -5641718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5641722.500000 Penalty: 5362.706055
	Iteration 150Q: 3 clusters Score -5641722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5641723.000000 Penalty: 5362.706055
	Iteration 151Q: 3 clusters Score -5641723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5641721.000000 Penalty: 5362.706055
	Iteration 152Q: 3 clusters Score -5641721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5641730.000000 Penalty: 5362.706055
	Iteration 153Q: 3 clusters Score -5641730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5641730.500000 Penalty: 5362.706055
	Iteration 154Q: 3 clusters Score -5641730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5641730.500000 Penalty: 5362.706055
	Iteration 155F: 3 clusters Score -5641730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -229414.015625 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -229414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -226705.609375 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -226705.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227145.406250 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -227145.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227273.437500 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -227273.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -227330.812500 Penalty: 3781.326416
	Iteration 3Q: 3 clusters Score -227330.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227367.531250 Penalty: 3781.326416
	Iteration 4Q: 3 clusters Score -227367.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227394.406250 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -227394.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -227413.390625 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -227413.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227435.156250 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -227435.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227454.343750 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -227454.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -227471.375000 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -227471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -227483.296875 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -227483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -227490.312500 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -227490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227494.125000 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -227494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227496.750000 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -227496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227500.046875 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -227500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -227503.140625 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -227503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -227504.171875 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -227504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -227505.171875 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -227505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -227505.171875 Penalty: 3781.326416
	Iteration 18F: 3 clusters Score -227505.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -754599.062500 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -754599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -749010.250000 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -749010.2 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -750426.625000 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -750426.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -750737.000000 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -750737 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -750970.812500 Penalty: 4376.383301
	Iteration 3F: 3 clusters Score -750970.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -751163.875000 Penalty: 4376.383301
	Iteration 4Q: 3 clusters Score -751163.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -751296.062500 Penalty: 4376.383301
	Iteration 5Q: 3 clusters Score -751296.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -751411.250000 Penalty: 4376.383301
	Iteration 6Q: 3 clusters Score -751411.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -751526.562500 Penalty: 4376.383301
	Iteration 7Q: 3 clusters Score -751526.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -751619.500000 Penalty: 4376.383301
	Iteration 8Q: 3 clusters Score -751619.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -751702.437500 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -751702.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -751771.437500 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -751771.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -751816.312500 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -751816.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -751853.187500 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -751853.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -751892.250000 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -751892.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -751921.187500 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -751921.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -751936.875000 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -751936.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -751951.187500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -751951.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -751967.312500 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -751967.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -751976.000000 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -751976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -751985.187500 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -751985.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -751992.625000 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -751992.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -752000.562500 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -752000.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -752005.125000 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -752005.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -752015.875000 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -752015.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -752024.500000 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -752024.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -752034.937500 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -752034.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -752050.187500 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -752050.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -752067.000000 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -752067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -752081.937500 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -752081.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -752094.687500 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -752094.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -752110.187500 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -752110.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -752121.250000 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -752121.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -752133.562500 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -752133.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -752149.312500 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -752149.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -752163.562500 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -752163.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -752174.000000 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -752174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -752187.437500 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -752187.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -752199.875000 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -752199.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -752216.062500 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -752216.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -752228.000000 Penalty: 4376.383301
	Iteration 39Q: 3 clusters Score -752228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -752242.125000 Penalty: 4376.383301
	Iteration 40F: 3 clusters Score -752242.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -752254.937500 Penalty: 4376.383301
	Iteration 41Q: 3 clusters Score -752254.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -752267.875000 Penalty: 4376.383301
	Iteration 42Q: 3 clusters Score -752267.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -752279.562500 Penalty: 4376.383301
	Iteration 43Q: 3 clusters Score -752279.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -752296.437500 Penalty: 4376.383301
	Iteration 44Q: 3 clusters Score -752296.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -752313.250000 Penalty: 4376.383301
	Iteration 45Q: 3 clusters Score -752313.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -752332.000000 Penalty: 4376.383301
	Iteration 46Q: 3 clusters Score -752332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -752349.125000 Penalty: 4376.383301
	Iteration 47Q: 3 clusters Score -752349.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -752368.687500 Penalty: 4376.383301
	Iteration 48Q: 3 clusters Score -752368.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -752387.625000 Penalty: 4376.383301
	Iteration 49Q: 3 clusters Score -752387.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -752401.687500 Penalty: 4376.383301
	Iteration 50Q: 3 clusters Score -752401.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -752413.375000 Penalty: 4376.383301
	Iteration 51Q: 3 clusters Score -752413.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -752424.812500 Penalty: 4376.383301
	Iteration 52Q: 3 clusters Score -752424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -752429.312500 Penalty: 4376.383301
	Iteration 53Q: 3 clusters Score -752429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -752434.500000 Penalty: 4376.383301
	Iteration 54Q: 3 clusters Score -752434.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -752439.875000 Penalty: 4376.383301
	Iteration 55Q: 3 clusters Score -752439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -752445.000000 Penalty: 4376.383301
	Iteration 56Q: 3 clusters Score -752445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -752451.625000 Penalty: 4376.383301
	Iteration 57Q: 3 clusters Score -752451.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -752460.000000 Penalty: 4376.383301
	Iteration 58Q: 3 clusters Score -752460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -752468.687500 Penalty: 4376.383301
	Iteration 59Q: 3 clusters Score -752468.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -752477.375000 Penalty: 4376.383301
	Iteration 60F: 3 clusters Score -752477.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -752484.187500 Penalty: 4376.383301
	Iteration 61Q: 3 clusters Score -752484.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -752494.562500 Penalty: 4376.383301
	Iteration 62Q: 3 clusters Score -752494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -752503.562500 Penalty: 4376.383301
	Iteration 63Q: 3 clusters Score -752503.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -752516.312500 Penalty: 4376.383301
	Iteration 64Q: 3 clusters Score -752516.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -752533.500000 Penalty: 4376.383301
	Iteration 65Q: 3 clusters Score -752533.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -752547.937500 Penalty: 4376.383301
	Iteration 66Q: 3 clusters Score -752547.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -752559.875000 Penalty: 4376.383301
	Iteration 67Q: 3 clusters Score -752559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -752574.187500 Penalty: 4376.383301
	Iteration 68Q: 3 clusters Score -752574.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -752581.812500 Penalty: 4376.383301
	Iteration 69Q: 3 clusters Score -752581.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -752590.187500 Penalty: 4376.383301
	Iteration 70Q: 3 clusters Score -752590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -752597.750000 Penalty: 4376.383301
	Iteration 71Q: 3 clusters Score -752597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -752605.687500 Penalty: 4376.383301
	Iteration 72Q: 3 clusters Score -752605.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -752611.875000 Penalty: 4376.383301
	Iteration 73Q: 3 clusters Score -752611.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -752619.437500 Penalty: 4376.383301
	Iteration 74Q: 3 clusters Score -752619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -752621.000000 Penalty: 4376.383301
	Iteration 75Q: 3 clusters Score -752621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -752624.187500 Penalty: 4376.383301
	Iteration 76Q: 3 clusters Score -752624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -752630.250000 Penalty: 4376.383301
	Iteration 77Q: 3 clusters Score -752630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -752640.562500 Penalty: 4376.383301
	Iteration 78Q: 3 clusters Score -752640.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -752648.250000 Penalty: 4376.383301
	Iteration 79Q: 3 clusters Score -752648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -752651.187500 Penalty: 4376.383301
	Iteration 80F: 3 clusters Score -752651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -752653.937500 Penalty: 4376.383301
	Iteration 81Q: 3 clusters Score -752653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -752653.062500 Penalty: 4376.383301
	Iteration 82Q: 3 clusters Score -752653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -752655.750000 Penalty: 4376.383301
	Iteration 83Q: 3 clusters Score -752655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -752658.312500 Penalty: 4376.383301
	Iteration 84Q: 3 clusters Score -752658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -752660.437500 Penalty: 4376.383301
	Iteration 85Q: 3 clusters Score -752660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -752663.375000 Penalty: 4376.383301
	Iteration 86Q: 3 clusters Score -752663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -752666.937500 Penalty: 4376.383301
	Iteration 87Q: 3 clusters Score -752666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -752671.625000 Penalty: 4376.383301
	Iteration 88Q: 3 clusters Score -752671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -752673.937500 Penalty: 4376.383301
	Iteration 89Q: 3 clusters Score -752673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -752676.250000 Penalty: 4376.383301
	Iteration 90Q: 3 clusters Score -752676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -752677.562500 Penalty: 4376.383301
	Iteration 91Q: 3 clusters Score -752677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -752678.562500 Penalty: 4376.383301
	Iteration 92Q: 3 clusters Score -752678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -752678.562500 Penalty: 4376.383301
	Iteration 93F: 3 clusters Score -752678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Entering Unmasked Estep 
Score: -4938822.500000 Penalty: 2649.451416
	Iteration 0F: 2 clusters Score -4938822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4909319.000000 Penalty: 5298.902832
	Iteration 0F: 3 clusters Score -4909319 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4920458.500000 Penalty: 5298.902832
	Iteration 1F: 3 clusters Score -4920458 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4921139.500000 Penalty: 5298.902832
	Iteration 2Q: 3 clusters Score -4921140 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4921924.500000 Penalty: 5298.902832
	Iteration 3Q: 3 clusters Score -4921924 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4922990.500000 Penalty: 5298.902832
	Iteration 4Q: 3 clusters Score -4922990 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4924236.500000 Penalty: 5298.902832
	Iteration 5Q: 3 clusters Score -4924236 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4925574.000000 Penalty: 5298.902832
	Iteration 6Q: 3 clusters Score -4925574 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4926904.000000 Penalty: 5298.902832
	Iteration 7Q: 3 clusters Score -4926904 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4928151.000000 Penalty: 5298.902832
	Iteration 8Q: 3 clusters Score -4928151 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4929326.500000 Penalty: 5298.902832
	Iteration 9Q: 3 clusters Score -4929326 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4930270.000000 Penalty: 5298.902832
	Iteration 10Q: 3 clusters Score -4930270 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4931034.000000 Penalty: 5298.902832
	Iteration 11Q: 3 clusters Score -4931034 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4931613.000000 Penalty: 5298.902832
	Iteration 12Q: 3 clusters Score -4931613 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -4932038.500000 Penalty: 5298.902832
	Iteration 13Q: 3 clusters Score -4932038 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4932447.500000 Penalty: 5298.902832
	Iteration 14Q: 3 clusters Score -4932448 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -4932780.000000 Penalty: 5298.902832
	Iteration 15Q: 3 clusters Score -4932780 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4933119.500000 Penalty: 5298.902832
	Iteration 16Q: 3 clusters Score -4933120 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4933446.000000 Penalty: 5298.902832
	Iteration 17Q: 3 clusters Score -4933446 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4933781.000000 Penalty: 5298.902832
	Iteration 18Q: 3 clusters Score -4933781 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4934133.500000 Penalty: 5298.902832
	Iteration 19Q: 3 clusters Score -4934134 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4934474.000000 Penalty: 5298.902832
	Iteration 20F: 3 clusters Score -4934474 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4934762.000000 Penalty: 5298.902832
	Iteration 21Q: 3 clusters Score -4934762 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4935054.000000 Penalty: 5298.902832
	Iteration 22Q: 3 clusters Score -4935054 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4935290.000000 Penalty: 5298.902832
	Iteration 23Q: 3 clusters Score -4935290 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4935569.000000 Penalty: 5298.902832
	Iteration 24Q: 3 clusters Score -4935569 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4935753.000000 Penalty: 5298.902832
	Iteration 25Q: 3 clusters Score -4935753 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4935885.500000 Penalty: 5298.902832
	Iteration 26Q: 3 clusters Score -4935886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4936005.500000 Penalty: 5298.902832
	Iteration 27Q: 3 clusters Score -4936006 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4936109.500000 Penalty: 5298.902832
	Iteration 28Q: 3 clusters Score -4936110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4936194.500000 Penalty: 5298.902832
	Iteration 29Q: 3 clusters Score -4936194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4936273.500000 Penalty: 5298.902832
	Iteration 30Q: 3 clusters Score -4936274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4936339.000000 Penalty: 5298.902832
	Iteration 31Q: 3 clusters Score -4936339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4936392.000000 Penalty: 5298.902832
	Iteration 32Q: 3 clusters Score -4936392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4936425.000000 Penalty: 5298.902832
	Iteration 33Q: 3 clusters Score -4936425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4936447.000000 Penalty: 5298.902832
	Iteration 34Q: 3 clusters Score -4936447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4936472.500000 Penalty: 5298.902832
	Iteration 35Q: 3 clusters Score -4936472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4936484.500000 Penalty: 5298.902832
	Iteration 36Q: 3 clusters Score -4936484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4936502.000000 Penalty: 5298.902832
	Iteration 37Q: 3 clusters Score -4936502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4936508.500000 Penalty: 5298.902832
	Iteration 38Q: 3 clusters Score -4936508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4936516.000000 Penalty: 5298.902832
	Iteration 39Q: 3 clusters Score -4936516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4936519.500000 Penalty: 5298.902832
	Iteration 40F: 3 clusters Score -4936520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4936532.000000 Penalty: 5298.902832
	Iteration 41Q: 3 clusters Score -4936532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4936535.500000 Penalty: 5298.902832
	Iteration 42Q: 3 clusters Score -4936536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4936531.000000 Penalty: 5298.902832
	Iteration 43Q: 3 clusters Score -4936531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4936532.000000 Penalty: 5298.902832
	Iteration 44Q: 3 clusters Score -4936532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4936530.500000 Penalty: 5298.902832
	Iteration 45Q: 3 clusters Score -4936530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4936535.000000 Penalty: 5298.902832
	Iteration 46Q: 3 clusters Score -4936535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4936540.000000 Penalty: 5298.902832
	Iteration 47Q: 3 clusters Score -4936540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4936540.500000 Penalty: 5298.902832
	Iteration 48Q: 3 clusters Score -4936540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4936544.500000 Penalty: 5298.902832
	Iteration 49Q: 3 clusters Score -4936544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4936546.500000 Penalty: 5298.902832
	Iteration 50Q: 3 clusters Score -4936546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4936551.000000 Penalty: 5298.902832
	Iteration 51Q: 3 clusters Score -4936551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4936559.000000 Penalty: 5298.902832
	Iteration 52Q: 3 clusters Score -4936559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4936560.000000 Penalty: 5298.902832
	Iteration 53Q: 3 clusters Score -4936560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4936559.500000 Penalty: 5298.902832
	Iteration 54Q: 3 clusters Score -4936560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4936565.000000 Penalty: 5298.902832
	Iteration 55Q: 3 clusters Score -4936565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4936564.000000 Penalty: 5298.902832
	Iteration 56Q: 3 clusters Score -4936564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4936563.000000 Penalty: 5298.902832
	Iteration 57Q: 3 clusters Score -4936563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4936562.000000 Penalty: 5298.902832
	Iteration 58Q: 3 clusters Score -4936562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4936567.000000 Penalty: 5298.902832
	Iteration 59Q: 3 clusters Score -4936567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4936566.000000 Penalty: 5298.902832
	Iteration 60F: 3 clusters Score -4936566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4936568.000000 Penalty: 5298.902832
	Iteration 61Q: 3 clusters Score -4936568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4936568.000000 Penalty: 5298.902832
	Iteration 62F: 3 clusters Score -4936568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -139167.890625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -139167.9 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 665 members 
Entering Unmasked Estep 
Score: -137023.968750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -137024 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137461.203125 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -137461.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137588.500000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -137588.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137651.609375 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -137651.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137706.250000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -137706.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137737.546875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -137737.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137761.921875 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -137761.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -137780.437500 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -137780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137792.593750 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -137792.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -137811.093750 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -137811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137819.984375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -137820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137823.281250 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -137823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137826.890625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -137826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -137834.156250 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -137834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137842.546875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -137842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137843.718750 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -137843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137845.484375 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -137845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137845.484375 Penalty: 3576.565918
	Iteration 17F: 3 clusters Score -137845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Entering Unmasked Estep 
Score: -2931801.250000 Penalty: 2523.060059
	Iteration 0F: 2 clusters Score -2931801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2913541.000000 Penalty: 5046.120117
	Iteration 0F: 3 clusters Score -2913541 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2919839.250000 Penalty: 5046.120117
	Iteration 1F: 3 clusters Score -2919839 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2920262.250000 Penalty: 5046.120117
	Iteration 2Q: 3 clusters Score -2920262 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2920709.000000 Penalty: 5046.120117
	Iteration 3Q: 3 clusters Score -2920709 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2921345.500000 Penalty: 5046.120117
	Iteration 4Q: 3 clusters Score -2921346 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2922389.750000 Penalty: 5046.120117
	Iteration 5F: 3 clusters Score -2922390 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2923888.250000 Penalty: 5046.120117
	Iteration 6F: 3 clusters Score -2923888 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2925511.250000 Penalty: 5046.120117
	Iteration 7F: 3 clusters Score -2925511 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2926937.500000 Penalty: 5046.120117
	Iteration 8F: 3 clusters Score -2926938 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2927918.250000 Penalty: 5046.120117
	Iteration 9F: 3 clusters Score -2927918 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2928611.500000 Penalty: 5046.120117
	Iteration 10Q: 3 clusters Score -2928612 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2929141.250000 Penalty: 5046.120117
	Iteration 11Q: 3 clusters Score -2929141 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2929486.750000 Penalty: 5046.120117
	Iteration 12Q: 3 clusters Score -2929487 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2929730.000000 Penalty: 5046.120117
	Iteration 13Q: 3 clusters Score -2929730 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2929963.500000 Penalty: 5046.120117
	Iteration 14Q: 3 clusters Score -2929964 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2930135.750000 Penalty: 5046.120117
	Iteration 15Q: 3 clusters Score -2930136 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2930250.000000 Penalty: 5046.120117
	Iteration 16Q: 3 clusters Score -2930250 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2930338.000000 Penalty: 5046.120117
	Iteration 17Q: 3 clusters Score -2930338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2930384.750000 Penalty: 5046.120117
	Iteration 18Q: 3 clusters Score -2930385 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2930417.000000 Penalty: 5046.120117
	Iteration 19Q: 3 clusters Score -2930417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2930441.750000 Penalty: 5046.120117
	Iteration 20F: 3 clusters Score -2930442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2930462.500000 Penalty: 5046.120117
	Iteration 21Q: 3 clusters Score -2930462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2930485.750000 Penalty: 5046.120117
	Iteration 22Q: 3 clusters Score -2930486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2930487.000000 Penalty: 5046.120117
	Iteration 23Q: 3 clusters Score -2930487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2930504.000000 Penalty: 5046.120117
	Iteration 24Q: 3 clusters Score -2930504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2930513.500000 Penalty: 5046.120117
	Iteration 25Q: 3 clusters Score -2930514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2930525.750000 Penalty: 5046.120117
	Iteration 26Q: 3 clusters Score -2930526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2930535.250000 Penalty: 5046.120117
	Iteration 27Q: 3 clusters Score -2930535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2930548.500000 Penalty: 5046.120117
	Iteration 28Q: 3 clusters Score -2930548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2930573.000000 Penalty: 5046.120117
	Iteration 29Q: 3 clusters Score -2930573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2930592.000000 Penalty: 5046.120117
	Iteration 30Q: 3 clusters Score -2930592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2930629.750000 Penalty: 5046.120117
	Iteration 31Q: 3 clusters Score -2930630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2930677.000000 Penalty: 5046.120117
	Iteration 32Q: 3 clusters Score -2930677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2930730.750000 Penalty: 5046.120117
	Iteration 33Q: 3 clusters Score -2930731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2930784.000000 Penalty: 5046.120117
	Iteration 34Q: 3 clusters Score -2930784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2930871.750000 Penalty: 5046.120117
	Iteration 35Q: 3 clusters Score -2930872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2930972.250000 Penalty: 5046.120117
	Iteration 36Q: 3 clusters Score -2930972 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2931151.000000 Penalty: 5046.120117
	Iteration 37Q: 3 clusters Score -2931151 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2931359.750000 Penalty: 5046.120117
	Iteration 38Q: 3 clusters Score -2931360 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2931614.250000 Penalty: 5046.120117
	Iteration 39Q: 3 clusters Score -2931614 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2931808.250000 Penalty: 5046.120117
	Iteration 40F: 3 clusters Score -2931808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2931876.250000 Penalty: 5046.120117
	Iteration 41Q: 3 clusters Score -2931876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2931911.500000 Penalty: 5046.120117
	Iteration 42Q: 3 clusters Score -2931912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2931923.750000 Penalty: 5046.120117
	Iteration 43Q: 3 clusters Score -2931924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2931938.500000 Penalty: 5046.120117
	Iteration 44Q: 3 clusters Score -2931938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2931937.000000 Penalty: 5046.120117
	Iteration 45Q: 3 clusters Score -2931937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2931939.750000 Penalty: 5046.120117
	Iteration 46Q: 3 clusters Score -2931940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2931940.000000 Penalty: 5046.120117
	Iteration 47Q: 3 clusters Score -2931940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2931941.250000 Penalty: 5046.120117
	Iteration 48Q: 3 clusters Score -2931941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2931939.750000 Penalty: 5046.120117
	Iteration 49Q: 3 clusters Score -2931940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2931935.500000 Penalty: 5046.120117
	Iteration 50Q: 3 clusters Score -2931936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2931942.000000 Penalty: 5046.120117
	Iteration 51Q: 3 clusters Score -2931942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2931942.000000 Penalty: 5046.120117
	Iteration 52F: 3 clusters Score -2931942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31849 members 
Mstep: Class 11 contains 49608 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43620 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 22510 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 101468 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25134 members 
Mstep: Class 23 contains 23124 members 
Mstep: Class 24 contains 36016 members 
Mstep: Class 25 contains 14249 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110813 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9021 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 343622 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 19696 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11656 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 3693 members 
Entering Unmasked Estep 
Score: -110921184.000000 Penalty: 154325.625000
Splitting cluster 16 changes total score from -110922096.000000 to -110921184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (10575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Entering Unmasked Estep 
Score: -1151188.750000 Penalty: 2298.029541
	Iteration 0F: 2 clusters Score -1151189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1143123.750000 Penalty: 4596.059082
	Iteration 0F: 3 clusters Score -1143124 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1145368.000000 Penalty: 4596.059082
	Iteration 1F: 3 clusters Score -1145368 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1145669.125000 Penalty: 4596.059082
	Iteration 2F: 3 clusters Score -1145669 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1145920.500000 Penalty: 4596.059082
	Iteration 3F: 3 clusters Score -1145920 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1146124.125000 Penalty: 4596.059082
	Iteration 4Q: 3 clusters Score -1146124 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1146294.750000 Penalty: 4596.059082
	Iteration 5Q: 3 clusters Score -1146295 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1146446.500000 Penalty: 4596.059082
	Iteration 6Q: 3 clusters Score -1146446 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1146593.250000 Penalty: 4596.059082
	Iteration 7Q: 3 clusters Score -1146593 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1146740.750000 Penalty: 4596.059082
	Iteration 8Q: 3 clusters Score -1146741 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1146883.375000 Penalty: 4596.059082
	Iteration 9Q: 3 clusters Score -1146883 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1147025.625000 Penalty: 4596.059082
	Iteration 10Q: 3 clusters Score -1147026 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1147182.625000 Penalty: 4596.059082
	Iteration 11Q: 3 clusters Score -1147183 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1147347.000000 Penalty: 4596.059082
	Iteration 12Q: 3 clusters Score -1147347 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1147502.250000 Penalty: 4596.059082
	Iteration 13Q: 3 clusters Score -1147502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1147651.375000 Penalty: 4596.059082
	Iteration 14Q: 3 clusters Score -1147651 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1147779.500000 Penalty: 4596.059082
	Iteration 15Q: 3 clusters Score -1147780 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1147920.250000 Penalty: 4596.059082
	Iteration 16Q: 3 clusters Score -1147920 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1148043.750000 Penalty: 4596.059082
	Iteration 17Q: 3 clusters Score -1148044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1148158.250000 Penalty: 4596.059082
	Iteration 18Q: 3 clusters Score -1148158 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1148271.625000 Penalty: 4596.059082
	Iteration 19Q: 3 clusters Score -1148272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1148367.125000 Penalty: 4596.059082
	Iteration 20F: 3 clusters Score -1148367 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1148469.250000 Penalty: 4596.059082
	Iteration 21Q: 3 clusters Score -1148469 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1148563.875000 Penalty: 4596.059082
	Iteration 22Q: 3 clusters Score -1148564 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1148676.750000 Penalty: 4596.059082
	Iteration 23Q: 3 clusters Score -1148677 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1148782.875000 Penalty: 4596.059082
	Iteration 24Q: 3 clusters Score -1148783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1148896.000000 Penalty: 4596.059082
	Iteration 25Q: 3 clusters Score -1148896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1148989.000000 Penalty: 4596.059082
	Iteration 26Q: 3 clusters Score -1148989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1149072.500000 Penalty: 4596.059082
	Iteration 27Q: 3 clusters Score -1149072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1149155.625000 Penalty: 4596.059082
	Iteration 28Q: 3 clusters Score -1149156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1149189.375000 Penalty: 4596.059082
	Iteration 29Q: 3 clusters Score -1149189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1149225.625000 Penalty: 4596.059082
	Iteration 30Q: 3 clusters Score -1149226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1149254.500000 Penalty: 4596.059082
	Iteration 31Q: 3 clusters Score -1149254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1149268.125000 Penalty: 4596.059082
	Iteration 32Q: 3 clusters Score -1149268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1149291.750000 Penalty: 4596.059082
	Iteration 33Q: 3 clusters Score -1149292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1149310.250000 Penalty: 4596.059082
	Iteration 34Q: 3 clusters Score -1149310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1149328.000000 Penalty: 4596.059082
	Iteration 35Q: 3 clusters Score -1149328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1149334.750000 Penalty: 4596.059082
	Iteration 36Q: 3 clusters Score -1149335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1149340.500000 Penalty: 4596.059082
	Iteration 37Q: 3 clusters Score -1149340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1149348.250000 Penalty: 4596.059082
	Iteration 38Q: 3 clusters Score -1149348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1149356.625000 Penalty: 4596.059082
	Iteration 39Q: 3 clusters Score -1149357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1149366.000000 Penalty: 4596.059082
	Iteration 40F: 3 clusters Score -1149366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1149373.375000 Penalty: 4596.059082
	Iteration 41Q: 3 clusters Score -1149373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1149374.625000 Penalty: 4596.059082
	Iteration 42Q: 3 clusters Score -1149375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1149378.125000 Penalty: 4596.059082
	Iteration 43Q: 3 clusters Score -1149378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1149384.250000 Penalty: 4596.059082
	Iteration 44Q: 3 clusters Score -1149384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1149387.625000 Penalty: 4596.059082
	Iteration 45Q: 3 clusters Score -1149388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1149393.750000 Penalty: 4596.059082
	Iteration 46Q: 3 clusters Score -1149394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1149394.625000 Penalty: 4596.059082
	Iteration 47Q: 3 clusters Score -1149395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1149394.500000 Penalty: 4596.059082
	Iteration 48Q: 3 clusters Score -1149394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1149396.125000 Penalty: 4596.059082
	Iteration 49Q: 3 clusters Score -1149396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1149396.125000 Penalty: 4596.059082
	Iteration 50F: 3 clusters Score -1149396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -16508.308594 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -16508.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15398.947266 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -15398.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15476.994141 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15476.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15487.726562 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15487.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15519.534180 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15519.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15537.085938 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15537.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15540.633789 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -15540.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15540.633789 Penalty: 2610.294189
	Iteration 6F: 3 clusters Score -15540.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -1095114.125000 Penalty: 2280.290283
	Iteration 0F: 2 clusters Score -1095114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1087393.750000 Penalty: 4560.580566
	Iteration 0F: 3 clusters Score -1087394 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1089780.250000 Penalty: 4560.580566
	Iteration 1F: 3 clusters Score -1089780 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1090065.000000 Penalty: 4560.580566
	Iteration 2F: 3 clusters Score -1090065 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1090272.000000 Penalty: 4560.580566
	Iteration 3Q: 3 clusters Score -1090272 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1090441.875000 Penalty: 4560.580566
	Iteration 4Q: 3 clusters Score -1090442 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1090603.875000 Penalty: 4560.580566
	Iteration 5Q: 3 clusters Score -1090604 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1090780.625000 Penalty: 4560.580566
	Iteration 6Q: 3 clusters Score -1090781 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1090965.625000 Penalty: 4560.580566
	Iteration 7Q: 3 clusters Score -1090966 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1091152.375000 Penalty: 4560.580566
	Iteration 8Q: 3 clusters Score -1091152 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1091368.500000 Penalty: 4560.580566
	Iteration 9Q: 3 clusters Score -1091368 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1091582.000000 Penalty: 4560.580566
	Iteration 10Q: 3 clusters Score -1091582 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1091788.875000 Penalty: 4560.580566
	Iteration 11Q: 3 clusters Score -1091789 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1092033.500000 Penalty: 4560.580566
	Iteration 12Q: 3 clusters Score -1092034 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1092296.000000 Penalty: 4560.580566
	Iteration 13Q: 3 clusters Score -1092296 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1092600.875000 Penalty: 4560.580566
	Iteration 14Q: 3 clusters Score -1092601 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1092984.625000 Penalty: 4560.580566
	Iteration 15Q: 3 clusters Score -1092985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1093415.875000 Penalty: 4560.580566
	Iteration 16Q: 3 clusters Score -1093416 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1093789.125000 Penalty: 4560.580566
	Iteration 17Q: 3 clusters Score -1093789 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1093978.500000 Penalty: 4560.580566
	Iteration 18Q: 3 clusters Score -1093978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1094067.125000 Penalty: 4560.580566
	Iteration 19Q: 3 clusters Score -1094067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1094106.375000 Penalty: 4560.580566
	Iteration 20F: 3 clusters Score -1094106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1094131.000000 Penalty: 4560.580566
	Iteration 21Q: 3 clusters Score -1094131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1094140.375000 Penalty: 4560.580566
	Iteration 22Q: 3 clusters Score -1094140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1094146.125000 Penalty: 4560.580566
	Iteration 23Q: 3 clusters Score -1094146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1094149.375000 Penalty: 4560.580566
	Iteration 24Q: 3 clusters Score -1094149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1094151.000000 Penalty: 4560.580566
	Iteration 25Q: 3 clusters Score -1094151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1094151.875000 Penalty: 4560.580566
	Iteration 26Q: 3 clusters Score -1094152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1094154.875000 Penalty: 4560.580566
	Iteration 27Q: 3 clusters Score -1094155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1094152.750000 Penalty: 4560.580566
	Iteration 28Q: 3 clusters Score -1094153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1094153.875000 Penalty: 4560.580566
	Iteration 29Q: 3 clusters Score -1094154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1094151.750000 Penalty: 4560.580566
	Iteration 30Q: 3 clusters Score -1094152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1094152.000000 Penalty: 4560.580566
	Iteration 31Q: 3 clusters Score -1094152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1094152.000000 Penalty: 4560.580566
	Iteration 32F: 3 clusters Score -1094152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Entering Unmasked Estep 
Score: -11492547.000000 Penalty: 2858.819824
	Iteration 0F: 2 clusters Score -1.149255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -11424909.000000 Penalty: 5717.639648
	Iteration 0F: 3 clusters Score -1.142491e+07 nChanged 48086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -11452178.000000 Penalty: 5717.639648
	Iteration 1F: 3 clusters Score -1.145218e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -11453014.000000 Penalty: 5717.639648
	Iteration 2Q: 3 clusters Score -1.145301e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -11453872.000000 Penalty: 5717.639648
	Iteration 3Q: 3 clusters Score -1.145387e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -11454838.000000 Penalty: 5717.639648
	Iteration 4Q: 3 clusters Score -1.145484e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -11456060.000000 Penalty: 5717.639648
	Iteration 5Q: 3 clusters Score -1.145606e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -11457965.000000 Penalty: 5717.639648
	Iteration 6Q: 3 clusters Score -1.145796e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -11460677.000000 Penalty: 5717.639648
	Iteration 7Q: 3 clusters Score -1.146068e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -11464287.000000 Penalty: 5717.639648
	Iteration 8F: 3 clusters Score -1.146429e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -11468250.000000 Penalty: 5717.639648
	Iteration 9F: 3 clusters Score -1.146825e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -11472111.000000 Penalty: 5717.639648
	Iteration 10F: 3 clusters Score -1.147211e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -11475436.000000 Penalty: 5717.639648
	Iteration 11Q: 3 clusters Score -1.147544e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -11477930.000000 Penalty: 5717.639648
	Iteration 12Q: 3 clusters Score -1.147793e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -11479768.000000 Penalty: 5717.639648
	Iteration 13Q: 3 clusters Score -1.147977e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -11481291.000000 Penalty: 5717.639648
	Iteration 14Q: 3 clusters Score -1.148129e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -11482622.000000 Penalty: 5717.639648
	Iteration 15Q: 3 clusters Score -1.148262e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -11483800.000000 Penalty: 5717.639648
	Iteration 16Q: 3 clusters Score -1.14838e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -11484899.000000 Penalty: 5717.639648
	Iteration 17Q: 3 clusters Score -1.14849e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -11485909.000000 Penalty: 5717.639648
	Iteration 18Q: 3 clusters Score -1.148591e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -11486873.000000 Penalty: 5717.639648
	Iteration 19Q: 3 clusters Score -1.148687e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -11487587.000000 Penalty: 5717.639648
	Iteration 20F: 3 clusters Score -1.148759e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -11488090.000000 Penalty: 5717.639648
	Iteration 21Q: 3 clusters Score -1.148809e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -11488494.000000 Penalty: 5717.639648
	Iteration 22Q: 3 clusters Score -1.148849e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -11488777.000000 Penalty: 5717.639648
	Iteration 23Q: 3 clusters Score -1.148878e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -11488986.000000 Penalty: 5717.639648
	Iteration 24Q: 3 clusters Score -1.148899e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -11489204.000000 Penalty: 5717.639648
	Iteration 25Q: 3 clusters Score -1.14892e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -11489386.000000 Penalty: 5717.639648
	Iteration 26Q: 3 clusters Score -1.148939e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -11489526.000000 Penalty: 5717.639648
	Iteration 27Q: 3 clusters Score -1.148953e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -11489622.000000 Penalty: 5717.639648
	Iteration 28Q: 3 clusters Score -1.148962e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -11489722.000000 Penalty: 5717.639648
	Iteration 29Q: 3 clusters Score -1.148972e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -11489804.000000 Penalty: 5717.639648
	Iteration 30Q: 3 clusters Score -1.14898e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -11489858.000000 Penalty: 5717.639648
	Iteration 31Q: 3 clusters Score -1.148986e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -11489929.000000 Penalty: 5717.639648
	Iteration 32Q: 3 clusters Score -1.148993e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -11489987.000000 Penalty: 5717.639648
	Iteration 33Q: 3 clusters Score -1.148999e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -11490035.000000 Penalty: 5717.639648
	Iteration 34Q: 3 clusters Score -1.149004e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11490072.000000 Penalty: 5717.639648
	Iteration 35Q: 3 clusters Score -1.149007e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -11490106.000000 Penalty: 5717.639648
	Iteration 36Q: 3 clusters Score -1.149011e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -11490144.000000 Penalty: 5717.639648
	Iteration 37Q: 3 clusters Score -1.149014e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -11490161.000000 Penalty: 5717.639648
	Iteration 38Q: 3 clusters Score -1.149016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98407 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11490209.000000 Penalty: 5717.639648
	Iteration 39Q: 3 clusters Score -1.149021e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -11490213.000000 Penalty: 5717.639648
	Iteration 40F: 3 clusters Score -1.149021e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11490208.000000 Penalty: 5717.639648
	Iteration 41Q: 3 clusters Score -1.149021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -11490206.000000 Penalty: 5717.639648
	Iteration 42Q: 3 clusters Score -1.149021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11490207.000000 Penalty: 5717.639648
	Iteration 43Q: 3 clusters Score -1.149021e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -11490208.000000 Penalty: 5717.639648
	Iteration 44Q: 3 clusters Score -1.149021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11490253.000000 Penalty: 5717.639648
	Iteration 45Q: 3 clusters Score -1.149025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -11490265.000000 Penalty: 5717.639648
	Iteration 46Q: 3 clusters Score -1.149026e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -11490279.000000 Penalty: 5717.639648
	Iteration 47Q: 3 clusters Score -1.149028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -11490276.000000 Penalty: 5717.639648
	Iteration 48Q: 3 clusters Score -1.149028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11490268.000000 Penalty: 5717.639648
	Iteration 49Q: 3 clusters Score -1.149027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11490274.000000 Penalty: 5717.639648
	Iteration 50Q: 3 clusters Score -1.149027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11490274.000000 Penalty: 5717.639648
	Iteration 51Q: 3 clusters Score -1.149027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11490287.000000 Penalty: 5717.639648
	Iteration 52Q: 3 clusters Score -1.149029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11490302.000000 Penalty: 5717.639648
	Iteration 53Q: 3 clusters Score -1.14903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -11490302.000000 Penalty: 5717.639648
	Iteration 54Q: 3 clusters Score -1.14903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11490307.000000 Penalty: 5717.639648
	Iteration 55Q: 3 clusters Score -1.149031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11490311.000000 Penalty: 5717.639648
	Iteration 56Q: 3 clusters Score -1.149031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11490319.000000 Penalty: 5717.639648
	Iteration 57Q: 3 clusters Score -1.149032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -11490319.000000 Penalty: 5717.639648
	Iteration 58Q: 3 clusters Score -1.149032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -11490324.000000 Penalty: 5717.639648
	Iteration 59Q: 3 clusters Score -1.149032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11490328.000000 Penalty: 5717.639648
	Iteration 60F: 3 clusters Score -1.149033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11490336.000000 Penalty: 5717.639648
	Iteration 61Q: 3 clusters Score -1.149034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -11490333.000000 Penalty: 5717.639648
	Iteration 62Q: 3 clusters Score -1.149033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11490328.000000 Penalty: 5717.639648
	Iteration 63Q: 3 clusters Score -1.149033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -11490339.000000 Penalty: 5717.639648
	Iteration 64Q: 3 clusters Score -1.149034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11490330.000000 Penalty: 5717.639648
	Iteration 65Q: 3 clusters Score -1.149033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11490328.000000 Penalty: 5717.639648
	Iteration 66Q: 3 clusters Score -1.149033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11490338.000000 Penalty: 5717.639648
	Iteration 67Q: 3 clusters Score -1.149034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -11490333.000000 Penalty: 5717.639648
	Iteration 68Q: 3 clusters Score -1.149033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11490331.000000 Penalty: 5717.639648
	Iteration 69Q: 3 clusters Score -1.149033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11490343.000000 Penalty: 5717.639648
	Iteration 70Q: 3 clusters Score -1.149034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -11490342.000000 Penalty: 5717.639648
	Iteration 71Q: 3 clusters Score -1.149034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11490350.000000 Penalty: 5717.639648
	Iteration 72Q: 3 clusters Score -1.149035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -11490346.000000 Penalty: 5717.639648
	Iteration 73Q: 3 clusters Score -1.149035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11490342.000000 Penalty: 5717.639648
	Iteration 74Q: 3 clusters Score -1.149034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -11490350.000000 Penalty: 5717.639648
	Iteration 75Q: 3 clusters Score -1.149035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99336 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -11490360.000000 Penalty: 5717.639648
	Iteration 76Q: 3 clusters Score -1.149036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -11490368.000000 Penalty: 5717.639648
	Iteration 77Q: 3 clusters Score -1.149037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11490365.000000 Penalty: 5717.639648
	Iteration 78Q: 3 clusters Score -1.149036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11490358.000000 Penalty: 5717.639648
	Iteration 79Q: 3 clusters Score -1.149036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -11490362.000000 Penalty: 5717.639648
	Iteration 80F: 3 clusters Score -1.149036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -11490368.000000 Penalty: 5717.639648
	Iteration 81Q: 3 clusters Score -1.149037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -11490369.000000 Penalty: 5717.639648
	Iteration 82Q: 3 clusters Score -1.149037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11490369.000000 Penalty: 5717.639648
	Iteration 83Q: 3 clusters Score -1.149037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11490371.000000 Penalty: 5717.639648
	Iteration 84Q: 3 clusters Score -1.149037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11490361.000000 Penalty: 5717.639648
	Iteration 85Q: 3 clusters Score -1.149036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -11490376.000000 Penalty: 5717.639648
	Iteration 86Q: 3 clusters Score -1.149038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -11490371.000000 Penalty: 5717.639648
	Iteration 87Q: 3 clusters Score -1.149037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11490377.000000 Penalty: 5717.639648
	Iteration 88Q: 3 clusters Score -1.149038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11490374.000000 Penalty: 5717.639648
	Iteration 89Q: 3 clusters Score -1.149037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11490376.000000 Penalty: 5717.639648
	Iteration 90Q: 3 clusters Score -1.149038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -11490378.000000 Penalty: 5717.639648
	Iteration 91Q: 3 clusters Score -1.149038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -11490376.000000 Penalty: 5717.639648
	Iteration 92Q: 3 clusters Score -1.149038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11490370.000000 Penalty: 5717.639648
	Iteration 93Q: 3 clusters Score -1.149037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11490367.000000 Penalty: 5717.639648
	Iteration 94Q: 3 clusters Score -1.149037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11490366.000000 Penalty: 5717.639648
	Iteration 95Q: 3 clusters Score -1.149037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -11490371.000000 Penalty: 5717.639648
	Iteration 96Q: 3 clusters Score -1.149037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11490369.000000 Penalty: 5717.639648
	Iteration 97Q: 3 clusters Score -1.149037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11490370.000000 Penalty: 5717.639648
	Iteration 98Q: 3 clusters Score -1.149037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11490377.000000 Penalty: 5717.639648
	Iteration 99Q: 3 clusters Score -1.149038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11490377.000000 Penalty: 5717.639648
	Iteration 100F: 3 clusters Score -1.149038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11490383.000000 Penalty: 5717.639648
	Iteration 101Q: 3 clusters Score -1.149038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -11490377.000000 Penalty: 5717.639648
	Iteration 102Q: 3 clusters Score -1.149038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11490379.000000 Penalty: 5717.639648
	Iteration 103Q: 3 clusters Score -1.149038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11490384.000000 Penalty: 5717.639648
	Iteration 104Q: 3 clusters Score -1.149038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -11490379.000000 Penalty: 5717.639648
	Iteration 105Q: 3 clusters Score -1.149038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11490385.000000 Penalty: 5717.639648
	Iteration 106Q: 3 clusters Score -1.149038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -11490384.000000 Penalty: 5717.639648
	Iteration 107Q: 3 clusters Score -1.149038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11490390.000000 Penalty: 5717.639648
	Iteration 108Q: 3 clusters Score -1.149039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11490388.000000 Penalty: 5717.639648
	Iteration 109Q: 3 clusters Score -1.149039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11490382.000000 Penalty: 5717.639648
	Iteration 110Q: 3 clusters Score -1.149038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11490382.000000 Penalty: 5717.639648
	Iteration 111F: 3 clusters Score -1.149038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -208792.437500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -208792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -206293.578125 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -206293.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -206695.687500 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -206695.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -206791.765625 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -206791.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -206848.062500 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -206848.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -206876.921875 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -206876.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206903.281250 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -206903.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -206922.875000 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -206922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -206930.875000 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -206930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -206933.609375 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -206933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -206935.171875 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -206935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -206937.109375 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -206937.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206941.765625 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -206941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206944.859375 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -206944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -206945.875000 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -206945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -206946.656250 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -206946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -206946.656250 Penalty: 3729.229248
	Iteration 15F: 3 clusters Score -206946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Entering Unmasked Estep 
Score: -2889162.750000 Penalty: 2512.730225
	Iteration 0F: 2 clusters Score -2889163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2871748.250000 Penalty: 5025.460449
	Iteration 0F: 3 clusters Score -2871748 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2877725.500000 Penalty: 5025.460449
	Iteration 1F: 3 clusters Score -2877726 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2878182.000000 Penalty: 5025.460449
	Iteration 2Q: 3 clusters Score -2878182 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2878627.750000 Penalty: 5025.460449
	Iteration 3Q: 3 clusters Score -2878628 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2879113.250000 Penalty: 5025.460449
	Iteration 4Q: 3 clusters Score -2879113 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2879633.250000 Penalty: 5025.460449
	Iteration 5Q: 3 clusters Score -2879633 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2880217.500000 Penalty: 5025.460449
	Iteration 6Q: 3 clusters Score -2880218 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2880826.500000 Penalty: 5025.460449
	Iteration 7Q: 3 clusters Score -2880826 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2881470.750000 Penalty: 5025.460449
	Iteration 8Q: 3 clusters Score -2881471 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2882102.000000 Penalty: 5025.460449
	Iteration 9Q: 3 clusters Score -2882102 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2882730.500000 Penalty: 5025.460449
	Iteration 10Q: 3 clusters Score -2882730 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2883321.500000 Penalty: 5025.460449
	Iteration 11Q: 3 clusters Score -2883322 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2883958.750000 Penalty: 5025.460449
	Iteration 12Q: 3 clusters Score -2883959 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2884642.500000 Penalty: 5025.460449
	Iteration 13Q: 3 clusters Score -2884642 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2885369.750000 Penalty: 5025.460449
	Iteration 14Q: 3 clusters Score -2885370 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2886181.250000 Penalty: 5025.460449
	Iteration 15Q: 3 clusters Score -2886181 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2886933.000000 Penalty: 5025.460449
	Iteration 16Q: 3 clusters Score -2886933 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2887461.250000 Penalty: 5025.460449
	Iteration 17Q: 3 clusters Score -2887461 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2887765.750000 Penalty: 5025.460449
	Iteration 18Q: 3 clusters Score -2887766 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2887969.000000 Penalty: 5025.460449
	Iteration 19Q: 3 clusters Score -2887969 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2888107.750000 Penalty: 5025.460449
	Iteration 20F: 3 clusters Score -2888108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2888197.500000 Penalty: 5025.460449
	Iteration 21Q: 3 clusters Score -2888198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2888222.000000 Penalty: 5025.460449
	Iteration 22Q: 3 clusters Score -2888222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2888231.500000 Penalty: 5025.460449
	Iteration 23Q: 3 clusters Score -2888232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2888233.250000 Penalty: 5025.460449
	Iteration 24Q: 3 clusters Score -2888233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2888241.250000 Penalty: 5025.460449
	Iteration 25Q: 3 clusters Score -2888241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2888242.750000 Penalty: 5025.460449
	Iteration 26Q: 3 clusters Score -2888243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2888243.250000 Penalty: 5025.460449
	Iteration 27Q: 3 clusters Score -2888243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2888241.500000 Penalty: 5025.460449
	Iteration 28Q: 3 clusters Score -2888242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2888237.250000 Penalty: 5025.460449
	Iteration 29Q: 3 clusters Score -2888237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2888237.250000 Penalty: 5025.460449
	Iteration 30F: 3 clusters Score -2888237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Entering Unmasked Estep 
Score: -2666423.250000 Penalty: 2492.059326
	Iteration 0F: 2 clusters Score -2666423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2650286.500000 Penalty: 4984.118652
	Iteration 0F: 3 clusters Score -2650286 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2655728.000000 Penalty: 4984.118652
	Iteration 1F: 3 clusters Score -2655728 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2656116.500000 Penalty: 4984.118652
	Iteration 2Q: 3 clusters Score -2656116 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2656454.750000 Penalty: 4984.118652
	Iteration 3Q: 3 clusters Score -2656455 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2656741.250000 Penalty: 4984.118652
	Iteration 4Q: 3 clusters Score -2656741 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2657045.750000 Penalty: 4984.118652
	Iteration 5Q: 3 clusters Score -2657046 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2657404.250000 Penalty: 4984.118652
	Iteration 6Q: 3 clusters Score -2657404 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2657979.750000 Penalty: 4984.118652
	Iteration 7Q: 3 clusters Score -2657980 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2658818.750000 Penalty: 4984.118652
	Iteration 8F: 3 clusters Score -2658819 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2659913.750000 Penalty: 4984.118652
	Iteration 9F: 3 clusters Score -2659914 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2661153.250000 Penalty: 4984.118652
	Iteration 10F: 3 clusters Score -2661153 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2662343.250000 Penalty: 4984.118652
	Iteration 11F: 3 clusters Score -2662343 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2663156.500000 Penalty: 4984.118652
	Iteration 12Q: 3 clusters Score -2663156 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2663622.000000 Penalty: 4984.118652
	Iteration 13Q: 3 clusters Score -2663622 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2663885.250000 Penalty: 4984.118652
	Iteration 14Q: 3 clusters Score -2663885 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2664024.500000 Penalty: 4984.118652
	Iteration 15Q: 3 clusters Score -2664024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2664111.250000 Penalty: 4984.118652
	Iteration 16Q: 3 clusters Score -2664111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2664158.000000 Penalty: 4984.118652
	Iteration 17Q: 3 clusters Score -2664158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2664190.500000 Penalty: 4984.118652
	Iteration 18Q: 3 clusters Score -2664190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2664203.500000 Penalty: 4984.118652
	Iteration 19Q: 3 clusters Score -2664204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2664209.000000 Penalty: 4984.118652
	Iteration 20F: 3 clusters Score -2664209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2664211.750000 Penalty: 4984.118652
	Iteration 21Q: 3 clusters Score -2664212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2664213.250000 Penalty: 4984.118652
	Iteration 22Q: 3 clusters Score -2664213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2664220.750000 Penalty: 4984.118652
	Iteration 23Q: 3 clusters Score -2664221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2664225.750000 Penalty: 4984.118652
	Iteration 24Q: 3 clusters Score -2664226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2664225.250000 Penalty: 4984.118652
	Iteration 25Q: 3 clusters Score -2664225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2664228.500000 Penalty: 4984.118652
	Iteration 26Q: 3 clusters Score -2664228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2664232.750000 Penalty: 4984.118652
	Iteration 27Q: 3 clusters Score -2664233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2664235.000000 Penalty: 4984.118652
	Iteration 28Q: 3 clusters Score -2664235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2664235.000000 Penalty: 4984.118652
	Iteration 29F: 3 clusters Score -2664235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Entering Unmasked Estep 
Score: -3723960.750000 Penalty: 2601.946045
	Iteration 0F: 2 clusters Score -3723961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3699486.750000 Penalty: 5203.892090
	Iteration 0F: 3 clusters Score -3699487 nChanged 16446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3708883.750000 Penalty: 5203.892090
	Iteration 1F: 3 clusters Score -3708884 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3709690.500000 Penalty: 5203.892090
	Iteration 2F: 3 clusters Score -3709690 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3710530.750000 Penalty: 5203.892090
	Iteration 3F: 3 clusters Score -3710531 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3711434.250000 Penalty: 5203.892090
	Iteration 4F: 3 clusters Score -3711434 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3712330.500000 Penalty: 5203.892090
	Iteration 5F: 3 clusters Score -3712330 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3713250.250000 Penalty: 5203.892090
	Iteration 6F: 3 clusters Score -3713250 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3714171.750000 Penalty: 5203.892090
	Iteration 7Q: 3 clusters Score -3714172 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3715102.750000 Penalty: 5203.892090
	Iteration 8Q: 3 clusters Score -3715103 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3715946.250000 Penalty: 5203.892090
	Iteration 9Q: 3 clusters Score -3715946 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3716852.250000 Penalty: 5203.892090
	Iteration 10Q: 3 clusters Score -3716852 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3717666.000000 Penalty: 5203.892090
	Iteration 11Q: 3 clusters Score -3717666 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3718392.000000 Penalty: 5203.892090
	Iteration 12Q: 3 clusters Score -3718392 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3718864.250000 Penalty: 5203.892090
	Iteration 13Q: 3 clusters Score -3718864 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3719107.500000 Penalty: 5203.892090
	Iteration 14Q: 3 clusters Score -3719108 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3719305.000000 Penalty: 5203.892090
	Iteration 15Q: 3 clusters Score -3719305 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3719409.000000 Penalty: 5203.892090
	Iteration 16Q: 3 clusters Score -3719409 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3719510.750000 Penalty: 5203.892090
	Iteration 17Q: 3 clusters Score -3719511 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3719581.000000 Penalty: 5203.892090
	Iteration 18Q: 3 clusters Score -3719581 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3719662.250000 Penalty: 5203.892090
	Iteration 19Q: 3 clusters Score -3719662 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3719702.250000 Penalty: 5203.892090
	Iteration 20F: 3 clusters Score -3719702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3719743.000000 Penalty: 5203.892090
	Iteration 21Q: 3 clusters Score -3719743 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3719780.250000 Penalty: 5203.892090
	Iteration 22Q: 3 clusters Score -3719780 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3719819.250000 Penalty: 5203.892090
	Iteration 23Q: 3 clusters Score -3719819 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3719871.500000 Penalty: 5203.892090
	Iteration 24Q: 3 clusters Score -3719872 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3719931.500000 Penalty: 5203.892090
	Iteration 25Q: 3 clusters Score -3719932 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3719972.500000 Penalty: 5203.892090
	Iteration 26Q: 3 clusters Score -3719972 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3720039.000000 Penalty: 5203.892090
	Iteration 27Q: 3 clusters Score -3720039 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3720100.250000 Penalty: 5203.892090
	Iteration 28Q: 3 clusters Score -3720100 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3720144.000000 Penalty: 5203.892090
	Iteration 29Q: 3 clusters Score -3720144 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -3720185.000000 Penalty: 5203.892090
	Iteration 30Q: 3 clusters Score -3720185 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3720259.750000 Penalty: 5203.892090
	Iteration 31Q: 3 clusters Score -3720260 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3720328.000000 Penalty: 5203.892090
	Iteration 32Q: 3 clusters Score -3720328 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3720392.500000 Penalty: 5203.892090
	Iteration 33Q: 3 clusters Score -3720392 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3720502.750000 Penalty: 5203.892090
	Iteration 34Q: 3 clusters Score -3720503 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3720613.750000 Penalty: 5203.892090
	Iteration 35Q: 3 clusters Score -3720614 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3720732.750000 Penalty: 5203.892090
	Iteration 36Q: 3 clusters Score -3720733 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3720862.000000 Penalty: 5203.892090
	Iteration 37Q: 3 clusters Score -3720862 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3721002.250000 Penalty: 5203.892090
	Iteration 38Q: 3 clusters Score -3721002 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3721121.750000 Penalty: 5203.892090
	Iteration 39Q: 3 clusters Score -3721122 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3721220.500000 Penalty: 5203.892090
	Iteration 40F: 3 clusters Score -3721220 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3721328.000000 Penalty: 5203.892090
	Iteration 41Q: 3 clusters Score -3721328 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3721419.000000 Penalty: 5203.892090
	Iteration 42Q: 3 clusters Score -3721419 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3721502.250000 Penalty: 5203.892090
	Iteration 43Q: 3 clusters Score -3721502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3721578.000000 Penalty: 5203.892090
	Iteration 44Q: 3 clusters Score -3721578 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3721656.250000 Penalty: 5203.892090
	Iteration 45Q: 3 clusters Score -3721656 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3721730.000000 Penalty: 5203.892090
	Iteration 46Q: 3 clusters Score -3721730 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3721813.250000 Penalty: 5203.892090
	Iteration 47Q: 3 clusters Score -3721813 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3721911.000000 Penalty: 5203.892090
	Iteration 48Q: 3 clusters Score -3721911 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3721986.500000 Penalty: 5203.892090
	Iteration 49Q: 3 clusters Score -3721986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3722048.000000 Penalty: 5203.892090
	Iteration 50Q: 3 clusters Score -3722048 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3722133.750000 Penalty: 5203.892090
	Iteration 51Q: 3 clusters Score -3722134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3722198.250000 Penalty: 5203.892090
	Iteration 52Q: 3 clusters Score -3722198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3722283.250000 Penalty: 5203.892090
	Iteration 53Q: 3 clusters Score -3722283 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3722386.000000 Penalty: 5203.892090
	Iteration 54Q: 3 clusters Score -3722386 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3722456.500000 Penalty: 5203.892090
	Iteration 55Q: 3 clusters Score -3722456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3722524.750000 Penalty: 5203.892090
	Iteration 56Q: 3 clusters Score -3722525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3722578.250000 Penalty: 5203.892090
	Iteration 57Q: 3 clusters Score -3722578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3722616.750000 Penalty: 5203.892090
	Iteration 58Q: 3 clusters Score -3722617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3722643.750000 Penalty: 5203.892090
	Iteration 59Q: 3 clusters Score -3722644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3722677.750000 Penalty: 5203.892090
	Iteration 60F: 3 clusters Score -3722678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3722687.250000 Penalty: 5203.892090
	Iteration 61Q: 3 clusters Score -3722687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3722707.000000 Penalty: 5203.892090
	Iteration 62Q: 3 clusters Score -3722707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3722722.000000 Penalty: 5203.892090
	Iteration 63Q: 3 clusters Score -3722722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3722743.250000 Penalty: 5203.892090
	Iteration 64Q: 3 clusters Score -3722743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3722756.750000 Penalty: 5203.892090
	Iteration 65Q: 3 clusters Score -3722757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3722761.250000 Penalty: 5203.892090
	Iteration 66Q: 3 clusters Score -3722761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3722762.250000 Penalty: 5203.892090
	Iteration 67Q: 3 clusters Score -3722762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3722763.250000 Penalty: 5203.892090
	Iteration 68Q: 3 clusters Score -3722763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3722773.250000 Penalty: 5203.892090
	Iteration 69Q: 3 clusters Score -3722773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3722777.000000 Penalty: 5203.892090
	Iteration 70Q: 3 clusters Score -3722777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3722778.500000 Penalty: 5203.892090
	Iteration 71Q: 3 clusters Score -3722778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3722783.250000 Penalty: 5203.892090
	Iteration 72Q: 3 clusters Score -3722783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3722783.500000 Penalty: 5203.892090
	Iteration 73Q: 3 clusters Score -3722784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3722780.000000 Penalty: 5203.892090
	Iteration 74Q: 3 clusters Score -3722780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3722784.500000 Penalty: 5203.892090
	Iteration 75Q: 3 clusters Score -3722784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3722784.000000 Penalty: 5203.892090
	Iteration 76Q: 3 clusters Score -3722784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3722784.000000 Penalty: 5203.892090
	Iteration 77Q: 3 clusters Score -3722784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3722784.500000 Penalty: 5203.892090
	Iteration 78Q: 3 clusters Score -3722784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3722786.000000 Penalty: 5203.892090
	Iteration 79Q: 3 clusters Score -3722786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3722783.250000 Penalty: 5203.892090
	Iteration 80F: 3 clusters Score -3722783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3722788.250000 Penalty: 5203.892090
	Iteration 81Q: 3 clusters Score -3722788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3722789.250000 Penalty: 5203.892090
	Iteration 82Q: 3 clusters Score -3722789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3722791.250000 Penalty: 5203.892090
	Iteration 83Q: 3 clusters Score -3722791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3722791.250000 Penalty: 5203.892090
	Iteration 84F: 3 clusters Score -3722791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Entering Unmasked Estep 
Score: -1592915.750000 Penalty: 2371.981445
	Iteration 0F: 2 clusters Score -1592916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1582456.875000 Penalty: 4743.962891
	Iteration 0F: 3 clusters Score -1582457 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1585711.000000 Penalty: 4743.962891
	Iteration 1F: 3 clusters Score -1585711 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1586034.500000 Penalty: 4743.962891
	Iteration 2F: 3 clusters Score -1586034 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1586273.000000 Penalty: 4743.962891
	Iteration 3Q: 3 clusters Score -1586273 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1586440.000000 Penalty: 4743.962891
	Iteration 4Q: 3 clusters Score -1586440 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1586580.250000 Penalty: 4743.962891
	Iteration 5Q: 3 clusters Score -1586580 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1586691.250000 Penalty: 4743.962891
	Iteration 6Q: 3 clusters Score -1586691 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1586777.250000 Penalty: 4743.962891
	Iteration 7Q: 3 clusters Score -1586777 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1586857.625000 Penalty: 4743.962891
	Iteration 8Q: 3 clusters Score -1586858 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1586927.500000 Penalty: 4743.962891
	Iteration 9Q: 3 clusters Score -1586928 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1587005.625000 Penalty: 4743.962891
	Iteration 10Q: 3 clusters Score -1587006 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1587112.250000 Penalty: 4743.962891
	Iteration 11Q: 3 clusters Score -1587112 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1587213.000000 Penalty: 4743.962891
	Iteration 12Q: 3 clusters Score -1587213 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1587327.750000 Penalty: 4743.962891
	Iteration 13Q: 3 clusters Score -1587328 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1587475.250000 Penalty: 4743.962891
	Iteration 14Q: 3 clusters Score -1587475 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1587633.125000 Penalty: 4743.962891
	Iteration 15Q: 3 clusters Score -1587633 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1587834.000000 Penalty: 4743.962891
	Iteration 16Q: 3 clusters Score -1587834 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1588112.625000 Penalty: 4743.962891
	Iteration 17Q: 3 clusters Score -1588113 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1588425.625000 Penalty: 4743.962891
	Iteration 18Q: 3 clusters Score -1588426 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1588779.625000 Penalty: 4743.962891
	Iteration 19Q: 3 clusters Score -1588780 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1589150.625000 Penalty: 4743.962891
	Iteration 20F: 3 clusters Score -1589151 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1589499.625000 Penalty: 4743.962891
	Iteration 21Q: 3 clusters Score -1589500 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1589792.250000 Penalty: 4743.962891
	Iteration 22Q: 3 clusters Score -1589792 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1590060.250000 Penalty: 4743.962891
	Iteration 23Q: 3 clusters Score -1590060 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1590259.125000 Penalty: 4743.962891
	Iteration 24Q: 3 clusters Score -1590259 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1590401.750000 Penalty: 4743.962891
	Iteration 25Q: 3 clusters Score -1590402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1590538.750000 Penalty: 4743.962891
	Iteration 26Q: 3 clusters Score -1590539 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1590621.625000 Penalty: 4743.962891
	Iteration 27Q: 3 clusters Score -1590622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1590693.250000 Penalty: 4743.962891
	Iteration 28Q: 3 clusters Score -1590693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1590752.875000 Penalty: 4743.962891
	Iteration 29Q: 3 clusters Score -1590753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1590784.125000 Penalty: 4743.962891
	Iteration 30Q: 3 clusters Score -1590784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1590809.000000 Penalty: 4743.962891
	Iteration 31Q: 3 clusters Score -1590809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1590824.500000 Penalty: 4743.962891
	Iteration 32Q: 3 clusters Score -1590824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1590837.500000 Penalty: 4743.962891
	Iteration 33Q: 3 clusters Score -1590838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1590849.875000 Penalty: 4743.962891
	Iteration 34Q: 3 clusters Score -1590850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1590859.625000 Penalty: 4743.962891
	Iteration 35Q: 3 clusters Score -1590860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1590863.750000 Penalty: 4743.962891
	Iteration 36Q: 3 clusters Score -1590864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1590870.500000 Penalty: 4743.962891
	Iteration 37Q: 3 clusters Score -1590870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1590870.750000 Penalty: 4743.962891
	Iteration 38Q: 3 clusters Score -1590871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1590873.000000 Penalty: 4743.962891
	Iteration 39Q: 3 clusters Score -1590873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1590878.750000 Penalty: 4743.962891
	Iteration 40F: 3 clusters Score -1590879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1590884.000000 Penalty: 4743.962891
	Iteration 41Q: 3 clusters Score -1590884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1590887.625000 Penalty: 4743.962891
	Iteration 42Q: 3 clusters Score -1590888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1590888.875000 Penalty: 4743.962891
	Iteration 43Q: 3 clusters Score -1590889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1590888.875000 Penalty: 4743.962891
	Iteration 44F: 3 clusters Score -1590889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -231018.140625 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -231018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228295.875000 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -228295.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -228813.828125 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -228813.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228992.250000 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -228992.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -229105.437500 Penalty: 3800.583984
	Iteration 3F: 3 clusters Score -229105.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -229196.687500 Penalty: 3800.583984
	Iteration 4Q: 3 clusters Score -229196.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -229269.828125 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -229269.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -229332.593750 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -229332.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -229383.312500 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -229383.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -229417.890625 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -229417.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -229448.671875 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -229448.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -229473.125000 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -229473.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -229493.890625 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -229493.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229512.437500 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -229512.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229537.171875 Penalty: 3800.583984
	Iteration 13Q: 3 clusters Score -229537.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -229560.375000 Penalty: 3800.583984
	Iteration 14Q: 3 clusters Score -229560.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229596.125000 Penalty: 3800.583984
	Iteration 15Q: 3 clusters Score -229596.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229616.125000 Penalty: 3800.583984
	Iteration 16Q: 3 clusters Score -229616.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229636.843750 Penalty: 3800.583984
	Iteration 17Q: 3 clusters Score -229636.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229659.015625 Penalty: 3800.583984
	Iteration 18Q: 3 clusters Score -229659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -229676.890625 Penalty: 3800.583984
	Iteration 19Q: 3 clusters Score -229676.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -229687.375000 Penalty: 3800.583984
	Iteration 20F: 3 clusters Score -229687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -229692.546875 Penalty: 3800.583984
	Iteration 21Q: 3 clusters Score -229692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -229698.531250 Penalty: 3800.583984
	Iteration 22Q: 3 clusters Score -229698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -229704.609375 Penalty: 3800.583984
	Iteration 23Q: 3 clusters Score -229704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -229709.312500 Penalty: 3800.583984
	Iteration 24Q: 3 clusters Score -229709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -229711.703125 Penalty: 3800.583984
	Iteration 25Q: 3 clusters Score -229711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -229713.921875 Penalty: 3800.583984
	Iteration 26Q: 3 clusters Score -229713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -229714.687500 Penalty: 3800.583984
	Iteration 27Q: 3 clusters Score -229714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -229714.687500 Penalty: 3800.583984
	Iteration 28F: 3 clusters Score -229714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Entering Unmasked Estep 
Score: -1841820.625000 Penalty: 2402.655273
	Iteration 0F: 2 clusters Score -1841821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1830167.875000 Penalty: 4805.310547
	Iteration 0F: 3 clusters Score -1830168 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1833957.875000 Penalty: 4805.310547
	Iteration 1F: 3 clusters Score -1833958 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1834318.000000 Penalty: 4805.310547
	Iteration 2F: 3 clusters Score -1834318 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1834590.625000 Penalty: 4805.310547
	Iteration 3Q: 3 clusters Score -1834591 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1834784.000000 Penalty: 4805.310547
	Iteration 4Q: 3 clusters Score -1834784 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1834910.875000 Penalty: 4805.310547
	Iteration 5Q: 3 clusters Score -1834911 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1835005.750000 Penalty: 4805.310547
	Iteration 6Q: 3 clusters Score -1835006 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1835078.500000 Penalty: 4805.310547
	Iteration 7Q: 3 clusters Score -1835078 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1835140.375000 Penalty: 4805.310547
	Iteration 8Q: 3 clusters Score -1835140 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1835201.250000 Penalty: 4805.310547
	Iteration 9Q: 3 clusters Score -1835201 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1835250.625000 Penalty: 4805.310547
	Iteration 10Q: 3 clusters Score -1835251 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1835299.625000 Penalty: 4805.310547
	Iteration 11Q: 3 clusters Score -1835300 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1835350.750000 Penalty: 4805.310547
	Iteration 12Q: 3 clusters Score -1835351 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1835400.125000 Penalty: 4805.310547
	Iteration 13Q: 3 clusters Score -1835400 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1835456.625000 Penalty: 4805.310547
	Iteration 14Q: 3 clusters Score -1835457 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1835523.625000 Penalty: 4805.310547
	Iteration 15Q: 3 clusters Score -1835524 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1835593.000000 Penalty: 4805.310547
	Iteration 16Q: 3 clusters Score -1835593 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1835688.125000 Penalty: 4805.310547
	Iteration 17Q: 3 clusters Score -1835688 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1835812.750000 Penalty: 4805.310547
	Iteration 18Q: 3 clusters Score -1835813 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1835980.625000 Penalty: 4805.310547
	Iteration 19Q: 3 clusters Score -1835981 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1836191.250000 Penalty: 4805.310547
	Iteration 20F: 3 clusters Score -1836191 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1836449.875000 Penalty: 4805.310547
	Iteration 21Q: 3 clusters Score -1836450 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1836779.250000 Penalty: 4805.310547
	Iteration 22Q: 3 clusters Score -1836779 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1837168.500000 Penalty: 4805.310547
	Iteration 23Q: 3 clusters Score -1837168 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1837596.375000 Penalty: 4805.310547
	Iteration 24Q: 3 clusters Score -1837596 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1838066.750000 Penalty: 4805.310547
	Iteration 25Q: 3 clusters Score -1838067 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1838543.750000 Penalty: 4805.310547
	Iteration 26Q: 3 clusters Score -1838544 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1838944.500000 Penalty: 4805.310547
	Iteration 27Q: 3 clusters Score -1838944 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1839220.125000 Penalty: 4805.310547
	Iteration 28Q: 3 clusters Score -1839220 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1839415.250000 Penalty: 4805.310547
	Iteration 29Q: 3 clusters Score -1839415 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1839537.500000 Penalty: 4805.310547
	Iteration 30Q: 3 clusters Score -1839538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1839620.625000 Penalty: 4805.310547
	Iteration 31Q: 3 clusters Score -1839621 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1839697.500000 Penalty: 4805.310547
	Iteration 32Q: 3 clusters Score -1839698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1839753.500000 Penalty: 4805.310547
	Iteration 33Q: 3 clusters Score -1839754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1839811.250000 Penalty: 4805.310547
	Iteration 34Q: 3 clusters Score -1839811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1839836.875000 Penalty: 4805.310547
	Iteration 35Q: 3 clusters Score -1839837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1839855.500000 Penalty: 4805.310547
	Iteration 36Q: 3 clusters Score -1839856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1839862.875000 Penalty: 4805.310547
	Iteration 37Q: 3 clusters Score -1839863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1839864.500000 Penalty: 4805.310547
	Iteration 38Q: 3 clusters Score -1839864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1839866.375000 Penalty: 4805.310547
	Iteration 39Q: 3 clusters Score -1839866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1839875.500000 Penalty: 4805.310547
	Iteration 40F: 3 clusters Score -1839876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1839875.625000 Penalty: 4805.310547
	Iteration 41Q: 3 clusters Score -1839876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1839884.000000 Penalty: 4805.310547
	Iteration 42Q: 3 clusters Score -1839884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1839896.000000 Penalty: 4805.310547
	Iteration 43Q: 3 clusters Score -1839896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1839892.750000 Penalty: 4805.310547
	Iteration 44Q: 3 clusters Score -1839893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1839902.375000 Penalty: 4805.310547
	Iteration 45Q: 3 clusters Score -1839902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1839908.750000 Penalty: 4805.310547
	Iteration 46Q: 3 clusters Score -1839909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1839912.250000 Penalty: 4805.310547
	Iteration 47Q: 3 clusters Score -1839912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1839919.875000 Penalty: 4805.310547
	Iteration 48Q: 3 clusters Score -1839920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1839923.125000 Penalty: 4805.310547
	Iteration 49Q: 3 clusters Score -1839923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1839929.750000 Penalty: 4805.310547
	Iteration 50Q: 3 clusters Score -1839930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1839936.250000 Penalty: 4805.310547
	Iteration 51Q: 3 clusters Score -1839936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1839935.625000 Penalty: 4805.310547
	Iteration 52Q: 3 clusters Score -1839936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1839934.000000 Penalty: 4805.310547
	Iteration 53Q: 3 clusters Score -1839934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1839941.875000 Penalty: 4805.310547
	Iteration 54Q: 3 clusters Score -1839942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1839940.250000 Penalty: 4805.310547
	Iteration 55Q: 3 clusters Score -1839940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1839943.000000 Penalty: 4805.310547
	Iteration 56Q: 3 clusters Score -1839943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1839947.250000 Penalty: 4805.310547
	Iteration 57Q: 3 clusters Score -1839947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1839950.375000 Penalty: 4805.310547
	Iteration 58Q: 3 clusters Score -1839950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1839951.500000 Penalty: 4805.310547
	Iteration 59Q: 3 clusters Score -1839952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1839951.625000 Penalty: 4805.310547
	Iteration 60F: 3 clusters Score -1839952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1839951.125000 Penalty: 4805.310547
	Iteration 61Q: 3 clusters Score -1839951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1839953.750000 Penalty: 4805.310547
	Iteration 62Q: 3 clusters Score -1839954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1839953.625000 Penalty: 4805.310547
	Iteration 63Q: 3 clusters Score -1839954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1839958.000000 Penalty: 4805.310547
	Iteration 64Q: 3 clusters Score -1839958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1839962.125000 Penalty: 4805.310547
	Iteration 65Q: 3 clusters Score -1839962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1839963.750000 Penalty: 4805.310547
	Iteration 66Q: 3 clusters Score -1839964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1839963.625000 Penalty: 4805.310547
	Iteration 67Q: 3 clusters Score -1839964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1839969.375000 Penalty: 4805.310547
	Iteration 68Q: 3 clusters Score -1839969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1839974.000000 Penalty: 4805.310547
	Iteration 69Q: 3 clusters Score -1839974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1839976.500000 Penalty: 4805.310547
	Iteration 70Q: 3 clusters Score -1839976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1839981.750000 Penalty: 4805.310547
	Iteration 71Q: 3 clusters Score -1839982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1839983.500000 Penalty: 4805.310547
	Iteration 72Q: 3 clusters Score -1839984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1839984.250000 Penalty: 4805.310547
	Iteration 73Q: 3 clusters Score -1839984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1839988.875000 Penalty: 4805.310547
	Iteration 74Q: 3 clusters Score -1839989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1839993.875000 Penalty: 4805.310547
	Iteration 75Q: 3 clusters Score -1839994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1839993.250000 Penalty: 4805.310547
	Iteration 76Q: 3 clusters Score -1839993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1839995.000000 Penalty: 4805.310547
	Iteration 77Q: 3 clusters Score -1839995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1839997.750000 Penalty: 4805.310547
	Iteration 78Q: 3 clusters Score -1839998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1840004.625000 Penalty: 4805.310547
	Iteration 79Q: 3 clusters Score -1840005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1840002.125000 Penalty: 4805.310547
	Iteration 80F: 3 clusters Score -1840002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1840006.000000 Penalty: 4805.310547
	Iteration 81Q: 3 clusters Score -1840006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1840005.875000 Penalty: 4805.310547
	Iteration 82Q: 3 clusters Score -1840006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1840005.875000 Penalty: 4805.310547
	Iteration 83F: 3 clusters Score -1840006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -310004.750000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -310004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -306900.281250 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -306900.3 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -307474.968750 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -307475 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -307613.750000 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -307613.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -307686.750000 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -307686.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -307732.562500 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -307732.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -307769.093750 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -307769.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -307794.656250 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -307794.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -307818.781250 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -307818.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -307841.156250 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -307841.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -307864.093750 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -307864.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -307887.843750 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -307887.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -307900.125000 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -307900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -307907.562500 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -307907.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -307916.937500 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -307916.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -307926.312500 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -307926.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -307935.062500 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -307935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -307941.593750 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -307941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -307945.375000 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -307945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -307947.312500 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -307947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -307949.437500 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -307949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -307952.281250 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -307952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -307957.062500 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -307957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -307963.093750 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -307963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -307964.875000 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -307964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -307965.125000 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -307965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -307965.875000 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -307965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -307965.875000 Penalty: 3927.639893
	Iteration 26F: 3 clusters Score -307965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (110813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Entering Unmasked Estep 
Score: -12529956.000000 Penalty: 2880.668701
	Iteration 0F: 2 clusters Score -1.252996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -12455932.000000 Penalty: 5761.337402
	Iteration 0F: 3 clusters Score -1.245593e+07 nChanged 52513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -12485768.000000 Penalty: 5761.337402
	Iteration 1F: 3 clusters Score -1.248577e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -12486498.000000 Penalty: 5761.337402
	Iteration 2Q: 3 clusters Score -1.24865e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -12487654.000000 Penalty: 5761.337402
	Iteration 3Q: 3 clusters Score -1.248765e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -12489646.000000 Penalty: 5761.337402
	Iteration 4Q: 3 clusters Score -1.248965e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -12493197.000000 Penalty: 5761.337402
	Iteration 5F: 3 clusters Score -1.24932e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -12499446.000000 Penalty: 5761.337402
	Iteration 6F: 3 clusters Score -1.249945e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -12507850.000000 Penalty: 5761.337402
	Iteration 7F: 3 clusters Score -1.250785e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -12515939.000000 Penalty: 5761.337402
	Iteration 8F: 3 clusters Score -1.251594e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -12521546.000000 Penalty: 5761.337402
	Iteration 9F: 3 clusters Score -1.252155e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -12524603.000000 Penalty: 5761.337402
	Iteration 10Q: 3 clusters Score -1.25246e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12526144.000000 Penalty: 5761.337402
	Iteration 11Q: 3 clusters Score -1.252614e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12526769.000000 Penalty: 5761.337402
	Iteration 12Q: 3 clusters Score -1.252677e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12527132.000000 Penalty: 5761.337402
	Iteration 13Q: 3 clusters Score -1.252713e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12527265.000000 Penalty: 5761.337402
	Iteration 14Q: 3 clusters Score -1.252726e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12527347.000000 Penalty: 5761.337402
	Iteration 15Q: 3 clusters Score -1.252735e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12527404.000000 Penalty: 5761.337402
	Iteration 16Q: 3 clusters Score -1.25274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12527457.000000 Penalty: 5761.337402
	Iteration 17Q: 3 clusters Score -1.252746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12527470.000000 Penalty: 5761.337402
	Iteration 18Q: 3 clusters Score -1.252747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12527493.000000 Penalty: 5761.337402
	Iteration 19Q: 3 clusters Score -1.252749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12527490.000000 Penalty: 5761.337402
	Iteration 20F: 3 clusters Score -1.252749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12527494.000000 Penalty: 5761.337402
	Iteration 21Q: 3 clusters Score -1.252749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12527505.000000 Penalty: 5761.337402
	Iteration 22Q: 3 clusters Score -1.25275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12527508.000000 Penalty: 5761.337402
	Iteration 23Q: 3 clusters Score -1.252751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12527519.000000 Penalty: 5761.337402
	Iteration 24Q: 3 clusters Score -1.252752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12527518.000000 Penalty: 5761.337402
	Iteration 25Q: 3 clusters Score -1.252752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12527525.000000 Penalty: 5761.337402
	Iteration 26Q: 3 clusters Score -1.252752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12527528.000000 Penalty: 5761.337402
	Iteration 27Q: 3 clusters Score -1.252753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12527533.000000 Penalty: 5761.337402
	Iteration 28Q: 3 clusters Score -1.252753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12527542.000000 Penalty: 5761.337402
	Iteration 29Q: 3 clusters Score -1.252754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12527537.000000 Penalty: 5761.337402
	Iteration 30Q: 3 clusters Score -1.252754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12527537.000000 Penalty: 5761.337402
	Iteration 31Q: 3 clusters Score -1.252754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12527530.000000 Penalty: 5761.337402
	Iteration 32Q: 3 clusters Score -1.252753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12527540.000000 Penalty: 5761.337402
	Iteration 33Q: 3 clusters Score -1.252754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12527542.000000 Penalty: 5761.337402
	Iteration 34Q: 3 clusters Score -1.252754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12527543.000000 Penalty: 5761.337402
	Iteration 35Q: 3 clusters Score -1.252754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12527551.000000 Penalty: 5761.337402
	Iteration 36Q: 3 clusters Score -1.252755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12527552.000000 Penalty: 5761.337402
	Iteration 37Q: 3 clusters Score -1.252755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12527552.000000 Penalty: 5761.337402
	Iteration 38F: 3 clusters Score -1.252755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -63133.488281 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -63133.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61531.976562 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -61531.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62105.789062 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -62105.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62378.105469 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -62378.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62505.054688 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -62505.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62568.234375 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -62568.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62607.050781 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -62607.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62638.847656 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -62638.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62656.769531 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -62656.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62674.882812 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -62674.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62676.687500 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -62676.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62676.687500 Penalty: 3243.634766
	Iteration 10F: 3 clusters Score -62676.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -995714.750000 Penalty: 2258.613037
	Iteration 0F: 2 clusters Score -995714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -988623.000000 Penalty: 4517.226074
	Iteration 0F: 3 clusters Score -988623 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -990822.750000 Penalty: 4517.226074
	Iteration 1F: 3 clusters Score -990822.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -991161.312500 Penalty: 4517.226074
	Iteration 2F: 3 clusters Score -991161.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -991412.312500 Penalty: 4517.226074
	Iteration 3F: 3 clusters Score -991412.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -991575.437500 Penalty: 4517.226074
	Iteration 4Q: 3 clusters Score -991575.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -991706.250000 Penalty: 4517.226074
	Iteration 5Q: 3 clusters Score -991706.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -991801.187500 Penalty: 4517.226074
	Iteration 6Q: 3 clusters Score -991801.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -991895.812500 Penalty: 4517.226074
	Iteration 7Q: 3 clusters Score -991895.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -991984.312500 Penalty: 4517.226074
	Iteration 8Q: 3 clusters Score -991984.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -992072.062500 Penalty: 4517.226074
	Iteration 9Q: 3 clusters Score -992072.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -992162.625000 Penalty: 4517.226074
	Iteration 10Q: 3 clusters Score -992162.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -992270.562500 Penalty: 4517.226074
	Iteration 11Q: 3 clusters Score -992270.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -992389.812500 Penalty: 4517.226074
	Iteration 12Q: 3 clusters Score -992389.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -992513.687500 Penalty: 4517.226074
	Iteration 13Q: 3 clusters Score -992513.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -992675.875000 Penalty: 4517.226074
	Iteration 14Q: 3 clusters Score -992675.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -992835.937500 Penalty: 4517.226074
	Iteration 15Q: 3 clusters Score -992835.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -992990.437500 Penalty: 4517.226074
	Iteration 16Q: 3 clusters Score -992990.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -993120.937500 Penalty: 4517.226074
	Iteration 17Q: 3 clusters Score -993120.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -993212.437500 Penalty: 4517.226074
	Iteration 18Q: 3 clusters Score -993212.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -993273.937500 Penalty: 4517.226074
	Iteration 19Q: 3 clusters Score -993273.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -993311.125000 Penalty: 4517.226074
	Iteration 20F: 3 clusters Score -993311.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -993336.000000 Penalty: 4517.226074
	Iteration 21Q: 3 clusters Score -993336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -993356.187500 Penalty: 4517.226074
	Iteration 22Q: 3 clusters Score -993356.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -993374.875000 Penalty: 4517.226074
	Iteration 23Q: 3 clusters Score -993374.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -993387.500000 Penalty: 4517.226074
	Iteration 24Q: 3 clusters Score -993387.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -993397.187500 Penalty: 4517.226074
	Iteration 25Q: 3 clusters Score -993397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -993402.000000 Penalty: 4517.226074
	Iteration 26Q: 3 clusters Score -993402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -993410.437500 Penalty: 4517.226074
	Iteration 27Q: 3 clusters Score -993410.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -993417.500000 Penalty: 4517.226074
	Iteration 28Q: 3 clusters Score -993417.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -993429.062500 Penalty: 4517.226074
	Iteration 29Q: 3 clusters Score -993429.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -993442.437500 Penalty: 4517.226074
	Iteration 30Q: 3 clusters Score -993442.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -993462.437500 Penalty: 4517.226074
	Iteration 31Q: 3 clusters Score -993462.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -993490.000000 Penalty: 4517.226074
	Iteration 32Q: 3 clusters Score -993490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -993518.312500 Penalty: 4517.226074
	Iteration 33Q: 3 clusters Score -993518.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -993536.375000 Penalty: 4517.226074
	Iteration 34Q: 3 clusters Score -993536.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -993546.937500 Penalty: 4517.226074
	Iteration 35Q: 3 clusters Score -993546.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -993554.875000 Penalty: 4517.226074
	Iteration 36Q: 3 clusters Score -993554.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -993561.312500 Penalty: 4517.226074
	Iteration 37Q: 3 clusters Score -993561.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -993565.187500 Penalty: 4517.226074
	Iteration 38Q: 3 clusters Score -993565.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -993570.625000 Penalty: 4517.226074
	Iteration 39Q: 3 clusters Score -993570.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -993571.375000 Penalty: 4517.226074
	Iteration 40F: 3 clusters Score -993571.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -993573.687500 Penalty: 4517.226074
	Iteration 41Q: 3 clusters Score -993573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -993576.250000 Penalty: 4517.226074
	Iteration 42Q: 3 clusters Score -993576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -993576.937500 Penalty: 4517.226074
	Iteration 43Q: 3 clusters Score -993576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -993579.500000 Penalty: 4517.226074
	Iteration 44Q: 3 clusters Score -993579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -993580.312500 Penalty: 4517.226074
	Iteration 45Q: 3 clusters Score -993580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -993579.875000 Penalty: 4517.226074
	Iteration 46Q: 3 clusters Score -993579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -993580.250000 Penalty: 4517.226074
	Iteration 47Q: 3 clusters Score -993580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -993581.625000 Penalty: 4517.226074
	Iteration 48Q: 3 clusters Score -993581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -993581.625000 Penalty: 4517.226074
	Iteration 49F: 3 clusters Score -993581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -129469.601562 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -129469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127402.820312 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -127402.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127784.632812 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -127784.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127907.593750 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -127907.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127968.023438 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -127968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127997.953125 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -127998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128010.484375 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -128010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128019.304688 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -128019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128022.914062 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -128022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128027.390625 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -128027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128031.984375 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -128032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128035.375000 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -128035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128036.617188 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -128036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128037.226562 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -128037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128037.226562 Penalty: 3503.271973
	Iteration 13F: 3 clusters Score -128037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (343622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343622 members 
Entering Unmasked Estep 
Score: -38655828.000000 Penalty: 3161.329834
	Iteration 0F: 2 clusters Score -3.865583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171671 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -38458048.000000 Penalty: 6322.659668
	Iteration 0F: 3 clusters Score -3.845805e+07 nChanged 166703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 176718 members 
Entering Unmasked Estep 
Score: -38556616.000000 Penalty: 6322.659668
	Iteration 1F: 3 clusters Score -3.855662e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 180352 members 
Entering Unmasked Estep 
Score: -38558404.000000 Penalty: 6322.659668
	Iteration 2Q: 3 clusters Score -3.85584e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 186101 members 
Entering Unmasked Estep 
Score: -38560724.000000 Penalty: 6322.659668
	Iteration 3Q: 3 clusters Score -3.856072e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148662 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -38564424.000000 Penalty: 6322.659668
	Iteration 4Q: 3 clusters Score -3.856442e+07 nChanged 15456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 208148 members 
Entering Unmasked Estep 
Score: -38570912.000000 Penalty: 6322.659668
	Iteration 5Q: 3 clusters Score -3.857091e+07 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 227231 members 
Entering Unmasked Estep 
Score: -38582828.000000 Penalty: 6322.659668
	Iteration 6F: 3 clusters Score -3.858283e+07 nChanged 26110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 252519 members 
Entering Unmasked Estep 
Score: -38603176.000000 Penalty: 6322.659668
	Iteration 7F: 3 clusters Score -3.860318e+07 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 280709 members 
Entering Unmasked Estep 
Score: -38629376.000000 Penalty: 6322.659668
	Iteration 8F: 3 clusters Score -3.862938e+07 nChanged 24923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 305468 members 
Entering Unmasked Estep 
Score: -38647500.000000 Penalty: 6322.659668
	Iteration 9F: 3 clusters Score -3.86475e+07 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 323634 members 
Entering Unmasked Estep 
Score: -38654220.000000 Penalty: 6322.659668
	Iteration 10F: 3 clusters Score -3.865422e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 333950 members 
Entering Unmasked Estep 
Score: -38654800.000000 Penalty: 6322.659668
	Iteration 11Q: 3 clusters Score -3.86548e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 338840 members 
Entering Unmasked Estep 
Score: -38654304.000000 Penalty: 6322.659668
	Iteration 12Q: 3 clusters Score -3.86543e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 340861 members 
Entering Unmasked Estep 
Score: -38654152.000000 Penalty: 6322.659668
	Iteration 13Q: 3 clusters Score -3.865415e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 341587 members 
Entering Unmasked Estep 
Score: -38654240.000000 Penalty: 6322.659668
	Iteration 14Q: 3 clusters Score -3.865424e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 341898 members 
Entering Unmasked Estep 
Score: -38654284.000000 Penalty: 6322.659668
	Iteration 15Q: 3 clusters Score -3.865428e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 342033 members 
Entering Unmasked Estep 
Score: -38654488.000000 Penalty: 6322.659668
	Iteration 16Q: 3 clusters Score -3.865449e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 342094 members 
Entering Unmasked Estep 
Score: -38654636.000000 Penalty: 6322.659668
	Iteration 17Q: 3 clusters Score -3.865464e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 342092 members 
Entering Unmasked Estep 
Score: -38654760.000000 Penalty: 6322.659668
	Iteration 18Q: 3 clusters Score -3.865476e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 342067 members 
Entering Unmasked Estep 
Score: -38654872.000000 Penalty: 6322.659668
	Iteration 19Q: 3 clusters Score -3.865487e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 342012 members 
Entering Unmasked Estep 
Score: -38654964.000000 Penalty: 6322.659668
	Iteration 20F: 3 clusters Score -3.865496e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 341919 members 
Entering Unmasked Estep 
Score: -38655068.000000 Penalty: 6322.659668
	Iteration 21Q: 3 clusters Score -3.865507e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 341826 members 
Entering Unmasked Estep 
Score: -38655288.000000 Penalty: 6322.659668
	Iteration 22Q: 3 clusters Score -3.865529e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 341723 members 
Entering Unmasked Estep 
Score: -38655496.000000 Penalty: 6322.659668
	Iteration 23Q: 3 clusters Score -3.86555e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 341626 members 
Entering Unmasked Estep 
Score: -38655588.000000 Penalty: 6322.659668
	Iteration 24Q: 3 clusters Score -3.865559e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 341518 members 
Entering Unmasked Estep 
Score: -38655760.000000 Penalty: 6322.659668
	Iteration 25Q: 3 clusters Score -3.865576e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 341422 members 
Entering Unmasked Estep 
Score: -38655888.000000 Penalty: 6322.659668
	Iteration 26Q: 3 clusters Score -3.865589e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 341338 members 
Entering Unmasked Estep 
Score: -38656088.000000 Penalty: 6322.659668
	Iteration 27Q: 3 clusters Score -3.865609e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 341257 members 
Entering Unmasked Estep 
Score: -38656160.000000 Penalty: 6322.659668
	Iteration 28Q: 3 clusters Score -3.865616e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 341179 members 
Entering Unmasked Estep 
Score: -38656244.000000 Penalty: 6322.659668
	Iteration 29Q: 3 clusters Score -3.865624e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 341116 members 
Entering Unmasked Estep 
Score: -38656332.000000 Penalty: 6322.659668
	Iteration 30Q: 3 clusters Score -3.865633e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 341049 members 
Entering Unmasked Estep 
Score: -38656364.000000 Penalty: 6322.659668
	Iteration 31Q: 3 clusters Score -3.865636e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 340991 members 
Entering Unmasked Estep 
Score: -38656448.000000 Penalty: 6322.659668
	Iteration 32Q: 3 clusters Score -3.865645e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 340941 members 
Entering Unmasked Estep 
Score: -38656540.000000 Penalty: 6322.659668
	Iteration 33Q: 3 clusters Score -3.865654e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 340905 members 
Entering Unmasked Estep 
Score: -38656580.000000 Penalty: 6322.659668
	Iteration 34Q: 3 clusters Score -3.865658e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 340869 members 
Entering Unmasked Estep 
Score: -38656652.000000 Penalty: 6322.659668
	Iteration 35Q: 3 clusters Score -3.865665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 340832 members 
Entering Unmasked Estep 
Score: -38656684.000000 Penalty: 6322.659668
	Iteration 36Q: 3 clusters Score -3.865668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 340806 members 
Entering Unmasked Estep 
Score: -38656776.000000 Penalty: 6322.659668
	Iteration 37Q: 3 clusters Score -3.865678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 340786 members 
Entering Unmasked Estep 
Score: -38656772.000000 Penalty: 6322.659668
	Iteration 38Q: 3 clusters Score -3.865677e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 340762 members 
Entering Unmasked Estep 
Score: -38656824.000000 Penalty: 6322.659668
	Iteration 39Q: 3 clusters Score -3.865682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 340738 members 
Entering Unmasked Estep 
Score: -38656868.000000 Penalty: 6322.659668
	Iteration 40F: 3 clusters Score -3.865687e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 340681 members 
Entering Unmasked Estep 
Score: -38656948.000000 Penalty: 6322.659668
	Iteration 41Q: 3 clusters Score -3.865695e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 340628 members 
Entering Unmasked Estep 
Score: -38657040.000000 Penalty: 6322.659668
	Iteration 42Q: 3 clusters Score -3.865704e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 340590 members 
Entering Unmasked Estep 
Score: -38657084.000000 Penalty: 6322.659668
	Iteration 43Q: 3 clusters Score -3.865708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 340554 members 
Entering Unmasked Estep 
Score: -38657076.000000 Penalty: 6322.659668
	Iteration 44Q: 3 clusters Score -3.865708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 340528 members 
Entering Unmasked Estep 
Score: -38657124.000000 Penalty: 6322.659668
	Iteration 45Q: 3 clusters Score -3.865712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 340504 members 
Entering Unmasked Estep 
Score: -38657168.000000 Penalty: 6322.659668
	Iteration 46Q: 3 clusters Score -3.865717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 340483 members 
Entering Unmasked Estep 
Score: -38657196.000000 Penalty: 6322.659668
	Iteration 47Q: 3 clusters Score -3.86572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 340468 members 
Entering Unmasked Estep 
Score: -38657224.000000 Penalty: 6322.659668
	Iteration 48Q: 3 clusters Score -3.865722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 340457 members 
Entering Unmasked Estep 
Score: -38657208.000000 Penalty: 6322.659668
	Iteration 49Q: 3 clusters Score -3.865721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 340445 members 
Entering Unmasked Estep 
Score: -38657216.000000 Penalty: 6322.659668
	Iteration 50Q: 3 clusters Score -3.865722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 340438 members 
Entering Unmasked Estep 
Score: -38657256.000000 Penalty: 6322.659668
	Iteration 51Q: 3 clusters Score -3.865726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 340430 members 
Entering Unmasked Estep 
Score: -38657296.000000 Penalty: 6322.659668
	Iteration 52Q: 3 clusters Score -3.86573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 340429 members 
Entering Unmasked Estep 
Score: -38657308.000000 Penalty: 6322.659668
	Iteration 53Q: 3 clusters Score -3.865731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 340422 members 
Entering Unmasked Estep 
Score: -38657300.000000 Penalty: 6322.659668
	Iteration 54Q: 3 clusters Score -3.86573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 340416 members 
Entering Unmasked Estep 
Score: -38657316.000000 Penalty: 6322.659668
	Iteration 55Q: 3 clusters Score -3.865732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 340409 members 
Entering Unmasked Estep 
Score: -38657324.000000 Penalty: 6322.659668
	Iteration 56Q: 3 clusters Score -3.865732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 340403 members 
Entering Unmasked Estep 
Score: -38657340.000000 Penalty: 6322.659668
	Iteration 57Q: 3 clusters Score -3.865734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 340395 members 
Entering Unmasked Estep 
Score: -38657316.000000 Penalty: 6322.659668
	Iteration 58Q: 3 clusters Score -3.865732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 340385 members 
Entering Unmasked Estep 
Score: -38657336.000000 Penalty: 6322.659668
	Iteration 59Q: 3 clusters Score -3.865734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 340376 members 
Entering Unmasked Estep 
Score: -38657344.000000 Penalty: 6322.659668
	Iteration 60F: 3 clusters Score -3.865734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 340370 members 
Entering Unmasked Estep 
Score: -38657340.000000 Penalty: 6322.659668
	Iteration 61Q: 3 clusters Score -3.865734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 340366 members 
Entering Unmasked Estep 
Score: -38657364.000000 Penalty: 6322.659668
	Iteration 62Q: 3 clusters Score -3.865736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 340362 members 
Entering Unmasked Estep 
Score: -38657356.000000 Penalty: 6322.659668
	Iteration 63Q: 3 clusters Score -3.865736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 340360 members 
Entering Unmasked Estep 
Score: -38657360.000000 Penalty: 6322.659668
	Iteration 64Q: 3 clusters Score -3.865736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 340356 members 
Entering Unmasked Estep 
Score: -38657356.000000 Penalty: 6322.659668
	Iteration 65Q: 3 clusters Score -3.865736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 340356 members 
Entering Unmasked Estep 
Score: -38657356.000000 Penalty: 6322.659668
	Iteration 66F: 3 clusters Score -3.865736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31849 members 
Mstep: Class 11 contains 49608 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43620 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 26203 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 101468 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25134 members 
Mstep: Class 23 contains 23124 members 
Mstep: Class 24 contains 36016 members 
Mstep: Class 25 contains 14249 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110813 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9021 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 3266 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 19696 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11656 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 340356 members 
Entering Unmasked Estep 
Score: -110923376.000000 Penalty: 154325.625000
Splitting cluster 33 changes total score from -110922096.000000 to -110923376.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50762.710938 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50762.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49258.371094 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49258.37 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49470.257812 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49470.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49547.398438 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -49547.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49599.582031 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49599.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49620.558594 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49620.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49624.582031 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -49624.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49624.582031 Penalty: 3082.445557
	Iteration 6F: 3 clusters Score -49624.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32925.535156 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32925.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31600.462891 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31600.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31733.535156 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31733.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31774.775391 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31774.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31794.285156 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31794.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31800.302734 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31802.406250 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31802.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31802.406250 Penalty: 2895.514160
	Iteration 6F: 3 clusters Score -31802.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Entering Unmasked Estep 
Score: -1731726.875000 Penalty: 2386.630371
	Iteration 0F: 2 clusters Score -1731727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1720814.875000 Penalty: 4773.260742
	Iteration 0F: 3 clusters Score -1720815 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1724221.000000 Penalty: 4773.260742
	Iteration 1F: 3 clusters Score -1724221 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1724578.125000 Penalty: 4773.260742
	Iteration 2F: 3 clusters Score -1724578 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1724909.125000 Penalty: 4773.260742
	Iteration 3Q: 3 clusters Score -1724909 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1725291.000000 Penalty: 4773.260742
	Iteration 4Q: 3 clusters Score -1725291 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1725749.375000 Penalty: 4773.260742
	Iteration 5F: 3 clusters Score -1725749 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1726378.250000 Penalty: 4773.260742
	Iteration 6F: 3 clusters Score -1726378 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1727206.625000 Penalty: 4773.260742
	Iteration 7F: 3 clusters Score -1727207 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1728099.000000 Penalty: 4773.260742
	Iteration 8F: 3 clusters Score -1728099 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1728806.250000 Penalty: 4773.260742
	Iteration 9F: 3 clusters Score -1728806 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1729261.750000 Penalty: 4773.260742
	Iteration 10Q: 3 clusters Score -1729262 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1729502.125000 Penalty: 4773.260742
	Iteration 11Q: 3 clusters Score -1729502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1729631.875000 Penalty: 4773.260742
	Iteration 12Q: 3 clusters Score -1729632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1729700.250000 Penalty: 4773.260742
	Iteration 13Q: 3 clusters Score -1729700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1729748.250000 Penalty: 4773.260742
	Iteration 14Q: 3 clusters Score -1729748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1729778.750000 Penalty: 4773.260742
	Iteration 15Q: 3 clusters Score -1729779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1729793.875000 Penalty: 4773.260742
	Iteration 16Q: 3 clusters Score -1729794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1729817.375000 Penalty: 4773.260742
	Iteration 17Q: 3 clusters Score -1729817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1729826.750000 Penalty: 4773.260742
	Iteration 18Q: 3 clusters Score -1729827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1729835.625000 Penalty: 4773.260742
	Iteration 19Q: 3 clusters Score -1729836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1729842.750000 Penalty: 4773.260742
	Iteration 20F: 3 clusters Score -1729843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1729846.875000 Penalty: 4773.260742
	Iteration 21Q: 3 clusters Score -1729847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1729852.750000 Penalty: 4773.260742
	Iteration 22Q: 3 clusters Score -1729853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1729856.750000 Penalty: 4773.260742
	Iteration 23Q: 3 clusters Score -1729857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1729859.625000 Penalty: 4773.260742
	Iteration 24Q: 3 clusters Score -1729860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1729863.250000 Penalty: 4773.260742
	Iteration 25Q: 3 clusters Score -1729863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1729863.875000 Penalty: 4773.260742
	Iteration 26Q: 3 clusters Score -1729864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1729863.875000 Penalty: 4773.260742
	Iteration 27F: 3 clusters Score -1729864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -747906.750000 Penalty: 2187.093506
	Iteration 0F: 2 clusters Score -747906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -742227.250000 Penalty: 4374.187012
	Iteration 0F: 3 clusters Score -742227.2 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -743748.687500 Penalty: 4374.187012
	Iteration 1F: 3 clusters Score -743748.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -744029.500000 Penalty: 4374.187012
	Iteration 2F: 3 clusters Score -744029.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -744239.437500 Penalty: 4374.187012
	Iteration 3F: 3 clusters Score -744239.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -744409.000000 Penalty: 4374.187012
	Iteration 4Q: 3 clusters Score -744409 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -744587.687500 Penalty: 4374.187012
	Iteration 5Q: 3 clusters Score -744587.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -744803.437500 Penalty: 4374.187012
	Iteration 6Q: 3 clusters Score -744803.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -745047.812500 Penalty: 4374.187012
	Iteration 7Q: 3 clusters Score -745047.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -745318.062500 Penalty: 4374.187012
	Iteration 8Q: 3 clusters Score -745318.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -745588.500000 Penalty: 4374.187012
	Iteration 9Q: 3 clusters Score -745588.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -745816.062500 Penalty: 4374.187012
	Iteration 10Q: 3 clusters Score -745816.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -746020.312500 Penalty: 4374.187012
	Iteration 11Q: 3 clusters Score -746020.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -746205.312500 Penalty: 4374.187012
	Iteration 12Q: 3 clusters Score -746205.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -746402.937500 Penalty: 4374.187012
	Iteration 13Q: 3 clusters Score -746402.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -746540.000000 Penalty: 4374.187012
	Iteration 14Q: 3 clusters Score -746540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -746649.062500 Penalty: 4374.187012
	Iteration 15Q: 3 clusters Score -746649.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -746747.062500 Penalty: 4374.187012
	Iteration 16Q: 3 clusters Score -746747.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -746810.625000 Penalty: 4374.187012
	Iteration 17Q: 3 clusters Score -746810.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -746847.437500 Penalty: 4374.187012
	Iteration 18Q: 3 clusters Score -746847.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -746865.187500 Penalty: 4374.187012
	Iteration 19Q: 3 clusters Score -746865.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -746876.125000 Penalty: 4374.187012
	Iteration 20F: 3 clusters Score -746876.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -746887.375000 Penalty: 4374.187012
	Iteration 21Q: 3 clusters Score -746887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -746896.500000 Penalty: 4374.187012
	Iteration 22Q: 3 clusters Score -746896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -746902.750000 Penalty: 4374.187012
	Iteration 23Q: 3 clusters Score -746902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -746906.250000 Penalty: 4374.187012
	Iteration 24Q: 3 clusters Score -746906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -746906.625000 Penalty: 4374.187012
	Iteration 25Q: 3 clusters Score -746906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -746906.312500 Penalty: 4374.187012
	Iteration 26Q: 3 clusters Score -746906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -746907.500000 Penalty: 4374.187012
	Iteration 27Q: 3 clusters Score -746907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -746908.375000 Penalty: 4374.187012
	Iteration 28Q: 3 clusters Score -746908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -746908.375000 Penalty: 4374.187012
	Iteration 29F: 3 clusters Score -746908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Entering Unmasked Estep 
Score: -2274927.250000 Penalty: 2452.266357
	Iteration 0F: 2 clusters Score -2274927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2261060.250000 Penalty: 4904.532715
	Iteration 0F: 3 clusters Score -2261060 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2265595.000000 Penalty: 4904.532715
	Iteration 1F: 3 clusters Score -2265595 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2265910.000000 Penalty: 4904.532715
	Iteration 2F: 3 clusters Score -2265910 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2266142.250000 Penalty: 4904.532715
	Iteration 3Q: 3 clusters Score -2266142 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2266292.500000 Penalty: 4904.532715
	Iteration 4Q: 3 clusters Score -2266292 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2266439.500000 Penalty: 4904.532715
	Iteration 5Q: 3 clusters Score -2266440 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2266576.500000 Penalty: 4904.532715
	Iteration 6Q: 3 clusters Score -2266576 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2266706.250000 Penalty: 4904.532715
	Iteration 7Q: 3 clusters Score -2266706 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2266873.500000 Penalty: 4904.532715
	Iteration 8Q: 3 clusters Score -2266874 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2267084.250000 Penalty: 4904.532715
	Iteration 9Q: 3 clusters Score -2267084 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2267363.500000 Penalty: 4904.532715
	Iteration 10Q: 3 clusters Score -2267364 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2267762.000000 Penalty: 4904.532715
	Iteration 11Q: 3 clusters Score -2267762 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2268311.500000 Penalty: 4904.532715
	Iteration 12Q: 3 clusters Score -2268312 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2269091.750000 Penalty: 4904.532715
	Iteration 13F: 3 clusters Score -2269092 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2270005.250000 Penalty: 4904.532715
	Iteration 14F: 3 clusters Score -2270005 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2270903.250000 Penalty: 4904.532715
	Iteration 15F: 3 clusters Score -2270903 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2271632.500000 Penalty: 4904.532715
	Iteration 16Q: 3 clusters Score -2271632 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2272090.000000 Penalty: 4904.532715
	Iteration 17Q: 3 clusters Score -2272090 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2272339.000000 Penalty: 4904.532715
	Iteration 18Q: 3 clusters Score -2272339 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2272520.000000 Penalty: 4904.532715
	Iteration 19Q: 3 clusters Score -2272520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2272610.250000 Penalty: 4904.532715
	Iteration 20F: 3 clusters Score -2272610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2272660.750000 Penalty: 4904.532715
	Iteration 21Q: 3 clusters Score -2272661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2272703.500000 Penalty: 4904.532715
	Iteration 22Q: 3 clusters Score -2272704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2272723.500000 Penalty: 4904.532715
	Iteration 23Q: 3 clusters Score -2272724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2272737.500000 Penalty: 4904.532715
	Iteration 24Q: 3 clusters Score -2272738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2272743.750000 Penalty: 4904.532715
	Iteration 25Q: 3 clusters Score -2272744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2272744.250000 Penalty: 4904.532715
	Iteration 26Q: 3 clusters Score -2272744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2272746.500000 Penalty: 4904.532715
	Iteration 27Q: 3 clusters Score -2272746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2272746.500000 Penalty: 4904.532715
	Iteration 28F: 3 clusters Score -2272746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -6754.740234 Penalty: 1121.403564
	Iteration 0F: 2 clusters Score -6754.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5938.022949 Penalty: 2242.807129
	Iteration 0F: 3 clusters Score -5938.023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5947.879395 Penalty: 2242.807129
	Iteration 1Q: 3 clusters Score -5947.879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5947.879395 Penalty: 2242.807129
	Iteration 2F: 3 clusters Score -5947.879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129463.640625 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129463.6 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 597 members 
Entering Unmasked Estep 
Score: -127400.812500 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127400.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127660.898438 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127660.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127744.703125 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127744.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127784.875000 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127784.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127807.328125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127823.640625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127836.351562 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127842.226562 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -127849.015625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127854.140625 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127858.937500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -127858.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127863.875000 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -127863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127864.625000 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -127864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127864.625000 Penalty: 3509.181641
	Iteration 13F: 3 clusters Score -127864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -23063.894531 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -23063.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21878.501953 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -21878.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22127.644531 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -22127.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22173.167969 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -22173.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22187.835938 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -22187.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22204.289062 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -22204.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22211.695312 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -22211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22225.996094 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -22226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22236.806641 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -22236.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22246.210938 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -22246.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22246.210938 Penalty: 2794.855469
	Iteration 9F: 3 clusters Score -22246.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35177.082031 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -35177.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33778.148438 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -33778.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34041.437500 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34041.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34116.171875 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -34116.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34182.378906 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34182.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34291.585938 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34291.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34340.187500 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34340.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34371.175781 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34371.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34384.664062 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -34384.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34399.277344 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -34399.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34401.253906 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -34401.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34401.253906 Penalty: 2981.588623
	Iteration 10F: 3 clusters Score -34401.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1344598.000000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -1344598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1335947.125000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -1335947 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1338485.250000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -1338485 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1338733.000000 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -1338733 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1338908.500000 Penalty: 4644.333496
	Iteration 3Q: 3 clusters Score -1338908 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1339038.125000 Penalty: 4644.333496
	Iteration 4Q: 3 clusters Score -1339038 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1339142.625000 Penalty: 4644.333496
	Iteration 5Q: 3 clusters Score -1339143 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1339229.125000 Penalty: 4644.333496
	Iteration 6Q: 3 clusters Score -1339229 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1339295.750000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -1339296 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1339345.875000 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -1339346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1339395.750000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -1339396 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1339446.375000 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -1339446 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1339483.375000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -1339483 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1339517.500000 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -1339518 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1339545.875000 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -1339546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1339589.125000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -1339589 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1339625.125000 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -1339625 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1339677.375000 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -1339677 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1339720.000000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -1339720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1339799.375000 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -1339799 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1339898.625000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -1339899 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1340039.000000 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -1340039 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1340202.500000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -1340202 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1340422.500000 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -1340422 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1340712.000000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -1340712 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1341052.250000 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -1341052 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1341370.125000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -1341370 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1341638.750000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -1341639 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1341873.375000 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -1341873 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1342058.125000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -1342058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1342202.750000 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -1342203 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1342315.250000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -1342315 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1342397.625000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -1342398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1342455.500000 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -1342456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1342492.000000 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -1342492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1342507.125000 Penalty: 4644.333496
	Iteration 34Q: 3 clusters Score -1342507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1342521.125000 Penalty: 4644.333496
	Iteration 35Q: 3 clusters Score -1342521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1342529.125000 Penalty: 4644.333496
	Iteration 36Q: 3 clusters Score -1342529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1342539.000000 Penalty: 4644.333496
	Iteration 37Q: 3 clusters Score -1342539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1342543.875000 Penalty: 4644.333496
	Iteration 38Q: 3 clusters Score -1342544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1342546.750000 Penalty: 4644.333496
	Iteration 39Q: 3 clusters Score -1342547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1342545.750000 Penalty: 4644.333496
	Iteration 40F: 3 clusters Score -1342546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1342545.500000 Penalty: 4644.333496
	Iteration 41Q: 3 clusters Score -1342546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1342545.500000 Penalty: 4644.333496
	Iteration 42F: 3 clusters Score -1342546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40977.136719 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40977.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39475.964844 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -39475.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39655.738281 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39655.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39715.984375 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -39715.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39734.355469 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -39734.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39758.742188 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39758.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39784.570312 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39784.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39802.933594 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -39802.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39819.957031 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -39819.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39830.890625 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -39830.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39862.765625 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -39862.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39928.175781 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -39928.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40009.664062 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -40009.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40103.957031 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -40103.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40266.644531 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40266.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40344.152344 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -40344.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40479.125000 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -40479.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40590.406250 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -40590.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40612.953125 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -40612.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40630.898438 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -40630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40640.480469 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -40640.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40640.480469 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -40640.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31849 members 
Mstep: Class 11 contains 49608 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43620 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 26203 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 101468 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25134 members 
Mstep: Class 23 contains 23124 members 
Mstep: Class 24 contains 36016 members 
Mstep: Class 25 contains 14249 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 110813 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9021 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 3266 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 19696 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11656 members 
Mstep: Class 44 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924008.000000 Penalty: 154325.625000
Iteration 199Q: 46 clusters Score -1.10924e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 10708 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31749 members 
Mstep: Class 11 contains 49655 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43677 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25228 members 
Mstep: Class 23 contains 23151 members 
Mstep: Class 24 contains 36042 members 
Mstep: Class 25 contains 14247 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16144 members 
Mstep: Class 28 contains 2749 members 
Mstep: Class 29 contains 110820 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 9019 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 3687 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 19711 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 11803 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 339688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925008.000000 Penalty: 154325.625000
Iteration 200F: 46 clusters Score -1.10925e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31526 members 
Mstep: Class 11 contains 49580 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43639 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 9840 members 
Mstep: Class 20 contains 101247 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25201 members 
Mstep: Class 23 contains 23128 members 
Mstep: Class 24 contains 35995 members 
Mstep: Class 25 contains 14242 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 2752 members 
Mstep: Class 29 contains 110815 members 
Mstep: Class 30 contains 691 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15117 members 
Mstep: Class 37 contains 6755 members 
Mstep: Class 38 contains 19703 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 12035 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 340713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925248.000000 Penalty: 154325.625000
Iteration 201Q: 46 clusters Score -1.109252e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31289 members 
Mstep: Class 11 contains 49548 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43622 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26222 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 101031 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25245 members 
Mstep: Class 23 contains 23122 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 14235 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16070 members 
Mstep: Class 28 contains 2757 members 
Mstep: Class 29 contains 110823 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8987 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 4293 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15115 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 19710 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 12279 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 341308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925184.000000 Penalty: 154325.625000
Iteration 202Q: 46 clusters Score -1.109252e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 10099 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 31024 members 
Mstep: Class 11 contains 49524 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43629 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26233 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 100861 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25292 members 
Mstep: Class 23 contains 23123 members 
Mstep: Class 24 contains 35935 members 
Mstep: Class 25 contains 14232 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 16066 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 110840 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8964 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 4594 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15116 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 19723 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 12507 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 341673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925416.000000 Penalty: 154325.625000
Iteration 203Q: 46 clusters Score -1.109254e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 9956 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 49512 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43645 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 26243 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 100709 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25346 members 
Mstep: Class 23 contains 23130 members 
Mstep: Class 24 contains 35915 members 
Mstep: Class 25 contains 14230 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 110852 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8946 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 4872 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15117 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19726 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 12693 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 341935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925584.000000 Penalty: 154325.625000
Iteration 204Q: 46 clusters Score -1.109256e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 30601 members 
Mstep: Class 11 contains 49501 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43660 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26257 members 
Mstep: Class 17 contains 10737 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 100573 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25399 members 
Mstep: Class 23 contains 23137 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 14229 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 16054 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 110855 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 5141 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15120 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19736 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 12866 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925920.000000 Penalty: 154325.625000
Iteration 205Q: 46 clusters Score -1.109259e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 30400 members 
Mstep: Class 11 contains 49493 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43672 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 26276 members 
Mstep: Class 17 contains 10773 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9850 members 
Mstep: Class 20 contains 100445 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25445 members 
Mstep: Class 23 contains 23146 members 
Mstep: Class 24 contains 35904 members 
Mstep: Class 25 contains 14226 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 16051 members 
Mstep: Class 28 contains 2778 members 
Mstep: Class 29 contains 110859 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8914 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 5384 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15123 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19745 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13027 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926200.000000 Penalty: 154325.625000
Iteration 206Q: 46 clusters Score -1.109262e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 9578 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 30232 members 
Mstep: Class 11 contains 49485 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43684 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 26290 members 
Mstep: Class 17 contains 10801 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9850 members 
Mstep: Class 20 contains 100308 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25491 members 
Mstep: Class 23 contains 23148 members 
Mstep: Class 24 contains 35917 members 
Mstep: Class 25 contains 14225 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 2783 members 
Mstep: Class 29 contains 110870 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8897 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 5610 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15125 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19750 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13150 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926288.000000 Penalty: 154325.625000
Iteration 207Q: 46 clusters Score -1.109263e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 30079 members 
Mstep: Class 11 contains 49481 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43689 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 26308 members 
Mstep: Class 17 contains 10838 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 100177 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25537 members 
Mstep: Class 23 contains 23155 members 
Mstep: Class 24 contains 35920 members 
Mstep: Class 25 contains 14225 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 16053 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 110873 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8870 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 5823 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15130 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19760 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13271 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926640.000000 Penalty: 154325.625000
Iteration 208Q: 46 clusters Score -1.109266e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 9426 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29926 members 
Mstep: Class 11 contains 49484 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43698 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26327 members 
Mstep: Class 17 contains 10874 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9852 members 
Mstep: Class 20 contains 100047 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25589 members 
Mstep: Class 23 contains 23155 members 
Mstep: Class 24 contains 35917 members 
Mstep: Class 25 contains 14225 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 2792 members 
Mstep: Class 29 contains 110879 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8844 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6012 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15132 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19760 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13387 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926856.000000 Penalty: 154325.625000
Iteration 209Q: 46 clusters Score -1.109269e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 9384 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29792 members 
Mstep: Class 11 contains 49479 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26339 members 
Mstep: Class 17 contains 10909 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 99907 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25630 members 
Mstep: Class 23 contains 23156 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 14224 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16045 members 
Mstep: Class 28 contains 2791 members 
Mstep: Class 29 contains 110895 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8813 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6197 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15132 members 
Mstep: Class 37 contains 6738 members 
Mstep: Class 38 contains 19768 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13488 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926952.000000 Penalty: 154325.625000
Iteration 210Q: 46 clusters Score -1.10927e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 9356 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29674 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43722 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26358 members 
Mstep: Class 17 contains 10941 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 99761 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25670 members 
Mstep: Class 23 contains 23158 members 
Mstep: Class 24 contains 35918 members 
Mstep: Class 25 contains 14221 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 110909 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8791 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15134 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19777 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13580 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926968.000000 Penalty: 154325.625000
Iteration 211Q: 46 clusters Score -1.10927e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 9335 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29566 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43730 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26367 members 
Mstep: Class 17 contains 10972 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 99637 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25715 members 
Mstep: Class 23 contains 23162 members 
Mstep: Class 24 contains 35917 members 
Mstep: Class 25 contains 14217 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 110922 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8771 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6552 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15140 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19788 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13650 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926864.000000 Penalty: 154325.625000
Iteration 212Q: 46 clusters Score -1.109269e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 9317 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29479 members 
Mstep: Class 11 contains 49483 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43751 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26380 members 
Mstep: Class 17 contains 10991 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 99519 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25747 members 
Mstep: Class 23 contains 23170 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 14217 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 2797 members 
Mstep: Class 29 contains 110926 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8751 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6687 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15142 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19791 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13726 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 342964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926920.000000 Penalty: 154325.625000
Iteration 213Q: 46 clusters Score -1.109269e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 9321 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29406 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43773 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 26385 members 
Mstep: Class 17 contains 11016 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 99420 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25784 members 
Mstep: Class 23 contains 23175 members 
Mstep: Class 24 contains 35905 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 110925 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8739 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6789 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15144 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19793 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13792 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927336.000000 Penalty: 154325.625000
Iteration 214Q: 46 clusters Score -1.109273e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 9323 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 29330 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43783 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 26394 members 
Mstep: Class 17 contains 11039 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 99323 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25807 members 
Mstep: Class 23 contains 23176 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 14210 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 110929 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 6902 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15148 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19800 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13853 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927120.000000 Penalty: 154325.625000
Iteration 215Q: 46 clusters Score -1.109271e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2482 members 
Mstep: Class 10 contains 29263 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43804 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 26406 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 99223 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25830 members 
Mstep: Class 23 contains 23182 members 
Mstep: Class 24 contains 35905 members 
Mstep: Class 25 contains 14209 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 110932 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8725 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7004 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15148 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19804 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13891 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927272.000000 Penalty: 154325.625000
Iteration 216Q: 46 clusters Score -1.109273e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 49485 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43814 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 99125 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 23183 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 14210 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 2801 members 
Mstep: Class 29 contains 110937 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8722 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7090 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15150 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19805 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13929 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927416.000000 Penalty: 154325.625000
Iteration 217Q: 46 clusters Score -1.109274e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 29157 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43833 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 26425 members 
Mstep: Class 17 contains 11104 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 99035 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 23187 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 14211 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 110940 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7181 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15152 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19810 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13958 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927440.000000 Penalty: 154325.625000
Iteration 218Q: 46 clusters Score -1.109274e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 9299 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 29115 members 
Mstep: Class 11 contains 49490 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 26437 members 
Mstep: Class 17 contains 11123 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 98946 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25919 members 
Mstep: Class 23 contains 23192 members 
Mstep: Class 24 contains 35910 members 
Mstep: Class 25 contains 14210 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 110944 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8708 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7253 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15152 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19815 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 13985 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927528.000000 Penalty: 154325.625000
Iteration 219Q: 46 clusters Score -1.109275e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 9293 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 29067 members 
Mstep: Class 11 contains 49494 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26447 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 98854 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25943 members 
Mstep: Class 23 contains 23194 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 14207 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16050 members 
Mstep: Class 28 contains 2802 members 
Mstep: Class 29 contains 110951 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7319 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15155 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19822 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14017 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928328.000000 Penalty: 154325.625000
Iteration 220F: 46 clusters Score -1.109283e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 29025 members 
Mstep: Class 11 contains 49497 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43857 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26461 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 98760 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25965 members 
Mstep: Class 23 contains 23204 members 
Mstep: Class 24 contains 35911 members 
Mstep: Class 25 contains 14205 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16051 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 110953 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7375 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15155 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19833 members 
Mstep: Class 39 contains 112 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14050 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 343325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928840.000000 Penalty: 154325.625000
Iteration 221Q: 46 clusters Score -1.109288e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9286 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28979 members 
Mstep: Class 11 contains 49496 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43868 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 11181 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 98667 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25977 members 
Mstep: Class 23 contains 23211 members 
Mstep: Class 24 contains 35912 members 
Mstep: Class 25 contains 14204 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 110955 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 8691 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7417 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15159 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19838 members 
Mstep: Class 39 contains 107 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14086 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 343384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929080.000000 Penalty: 154325.625000
Iteration 222Q: 46 clusters Score -1.109291e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9289 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28943 members 
Mstep: Class 11 contains 49500 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26476 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 98583 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25987 members 
Mstep: Class 23 contains 23215 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 14203 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16056 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 110958 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 8683 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7453 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15160 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19845 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14115 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 343442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929216.000000 Penalty: 154325.625000
Iteration 223Q: 46 clusters Score -1.109292e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28907 members 
Mstep: Class 11 contains 49495 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43894 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26482 members 
Mstep: Class 17 contains 11213 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 98507 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 25997 members 
Mstep: Class 23 contains 23220 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 14202 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 110961 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 8672 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7486 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15161 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19853 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14149 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 343505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929136.000000 Penalty: 154325.625000
Iteration 224Q: 46 clusters Score -1.109291e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28874 members 
Mstep: Class 11 contains 49495 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43913 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26490 members 
Mstep: Class 17 contains 11226 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 98448 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26009 members 
Mstep: Class 23 contains 23220 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14201 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 110965 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7521 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15164 members 
Mstep: Class 37 contains 6734 members 
Mstep: Class 38 contains 19857 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14176 members 
Mstep: Class 44 contains 477 members 
Mstep: Class 45 contains 343543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929296.000000 Penalty: 154325.625000
Iteration 225Q: 46 clusters Score -1.109293e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28846 members 
Mstep: Class 11 contains 49491 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43921 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26503 members 
Mstep: Class 17 contains 11239 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 98395 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26024 members 
Mstep: Class 23 contains 23216 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14201 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 110966 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7551 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15168 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19868 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14193 members 
Mstep: Class 44 contains 478 members 
Mstep: Class 45 contains 343580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929456.000000 Penalty: 154325.625000
Iteration 226Q: 46 clusters Score -1.109295e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9289 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28820 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43928 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26510 members 
Mstep: Class 17 contains 11249 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 98330 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26040 members 
Mstep: Class 23 contains 23208 members 
Mstep: Class 24 contains 35922 members 
Mstep: Class 25 contains 14201 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 110967 members 
Mstep: Class 30 contains 680 members 
Mstep: Class 31 contains 8654 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7576 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15172 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19876 members 
Mstep: Class 39 contains 105 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14214 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929488.000000 Penalty: 154325.625000
Iteration 227Q: 46 clusters Score -1.109295e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 9285 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28794 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26518 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9875 members 
Mstep: Class 20 contains 98292 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26055 members 
Mstep: Class 23 contains 23213 members 
Mstep: Class 24 contains 35920 members 
Mstep: Class 25 contains 14200 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 2806 members 
Mstep: Class 29 contains 110971 members 
Mstep: Class 30 contains 678 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7599 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15175 members 
Mstep: Class 37 contains 6738 members 
Mstep: Class 38 contains 19879 members 
Mstep: Class 39 contains 107 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14233 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929440.000000 Penalty: 154325.625000
Iteration 228Q: 46 clusters Score -1.109294e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 9284 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28774 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 43942 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26524 members 
Mstep: Class 17 contains 11264 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98259 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26068 members 
Mstep: Class 23 contains 23209 members 
Mstep: Class 24 contains 35923 members 
Mstep: Class 25 contains 14199 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110974 members 
Mstep: Class 30 contains 677 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7618 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15178 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19882 members 
Mstep: Class 39 contains 108 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929520.000000 Penalty: 154325.625000
Iteration 229Q: 46 clusters Score -1.109295e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 9280 members 
Mstep: Class 8 contains 5313 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28753 members 
Mstep: Class 11 contains 49492 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 43953 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26532 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98222 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26087 members 
Mstep: Class 23 contains 23208 members 
Mstep: Class 24 contains 35918 members 
Mstep: Class 25 contains 14198 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110976 members 
Mstep: Class 30 contains 675 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15179 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19883 members 
Mstep: Class 39 contains 110 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14269 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929592.000000 Penalty: 154325.625000
Iteration 230Q: 46 clusters Score -1.109296e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28729 members 
Mstep: Class 11 contains 49490 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 43970 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26536 members 
Mstep: Class 17 contains 11277 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98185 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26103 members 
Mstep: Class 23 contains 23209 members 
Mstep: Class 24 contains 35921 members 
Mstep: Class 25 contains 14197 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110979 members 
Mstep: Class 30 contains 674 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7676 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15179 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19882 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14285 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929592.000000 Penalty: 154325.625000
Iteration 231Q: 46 clusters Score -1.109296e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28718 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 43984 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26542 members 
Mstep: Class 17 contains 11281 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98152 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26117 members 
Mstep: Class 23 contains 23213 members 
Mstep: Class 24 contains 35920 members 
Mstep: Class 25 contains 14196 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110981 members 
Mstep: Class 30 contains 670 members 
Mstep: Class 31 contains 8640 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7698 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15179 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19885 members 
Mstep: Class 39 contains 115 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14296 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929688.000000 Penalty: 154325.625000
Iteration 232Q: 46 clusters Score -1.109297e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5313 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28707 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 43999 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26545 members 
Mstep: Class 17 contains 11282 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98111 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26129 members 
Mstep: Class 23 contains 23218 members 
Mstep: Class 24 contains 35920 members 
Mstep: Class 25 contains 14197 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110983 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8640 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7718 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15178 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19888 members 
Mstep: Class 39 contains 118 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14309 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929728.000000 Penalty: 154325.625000
Iteration 233Q: 46 clusters Score -1.109297e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28696 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44009 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26550 members 
Mstep: Class 17 contains 11287 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98076 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26135 members 
Mstep: Class 23 contains 23220 members 
Mstep: Class 24 contains 35916 members 
Mstep: Class 25 contains 14197 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110982 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7738 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15178 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19889 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14321 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929864.000000 Penalty: 154325.625000
Iteration 234Q: 46 clusters Score -1.109299e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 28678 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44017 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26555 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98047 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26146 members 
Mstep: Class 23 contains 23219 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 14197 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 110981 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7755 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15179 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19890 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14338 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929912.000000 Penalty: 154325.625000
Iteration 235Q: 46 clusters Score -1.109299e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28662 members 
Mstep: Class 11 contains 49491 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44030 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26562 members 
Mstep: Class 17 contains 11292 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98027 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26152 members 
Mstep: Class 23 contains 23222 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 14195 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 2808 members 
Mstep: Class 29 contains 110982 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7774 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15179 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19891 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14353 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929928.000000 Penalty: 154325.625000
Iteration 236Q: 46 clusters Score -1.109299e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44040 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 11292 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 98001 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26160 members 
Mstep: Class 23 contains 23225 members 
Mstep: Class 24 contains 35915 members 
Mstep: Class 25 contains 14196 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 2808 members 
Mstep: Class 29 contains 110983 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7793 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15180 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19894 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14361 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929920.000000 Penalty: 154325.625000
Iteration 237Q: 46 clusters Score -1.109299e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4685 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28630 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44058 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26578 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97966 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26166 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35916 members 
Mstep: Class 25 contains 14195 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 2809 members 
Mstep: Class 29 contains 110983 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8640 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7806 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15180 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19894 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14371 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 238Q: 46 clusters Score -1.109299e+08 nChanged 158
Entering ConstructFrom: 
Score: -110929856.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (49276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Entering Unmasked Estep 
Score: -5470718.500000 Penalty: 2679.687500
	Iteration 0F: 2 clusters Score -5470718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5437402.000000 Penalty: 5359.375000
	Iteration 0F: 3 clusters Score -5437402 nChanged 22780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -5449872.500000 Penalty: 5359.375000
	Iteration 1F: 3 clusters Score -5449872 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5450345.000000 Penalty: 5359.375000
	Iteration 2Q: 3 clusters Score -5450345 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -5450802.000000 Penalty: 5359.375000
	Iteration 3Q: 3 clusters Score -5450802 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5451261.500000 Penalty: 5359.375000
	Iteration 4Q: 3 clusters Score -5451262 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5451748.500000 Penalty: 5359.375000
	Iteration 5Q: 3 clusters Score -5451748 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5452337.500000 Penalty: 5359.375000
	Iteration 6Q: 3 clusters Score -5452338 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5453141.000000 Penalty: 5359.375000
	Iteration 7Q: 3 clusters Score -5453141 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -5454391.500000 Penalty: 5359.375000
	Iteration 8Q: 3 clusters Score -5454392 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5456399.000000 Penalty: 5359.375000
	Iteration 9F: 3 clusters Score -5456399 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5459315.500000 Penalty: 5359.375000
	Iteration 10F: 3 clusters Score -5459316 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5462525.500000 Penalty: 5359.375000
	Iteration 11F: 3 clusters Score -5462526 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5465093.000000 Penalty: 5359.375000
	Iteration 12F: 3 clusters Score -5465093 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -5466726.000000 Penalty: 5359.375000
	Iteration 13Q: 3 clusters Score -5466726 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -5467532.000000 Penalty: 5359.375000
	Iteration 14Q: 3 clusters Score -5467532 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -5467877.000000 Penalty: 5359.375000
	Iteration 15Q: 3 clusters Score -5467877 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5468089.000000 Penalty: 5359.375000
	Iteration 16Q: 3 clusters Score -5468089 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -5468203.500000 Penalty: 5359.375000
	Iteration 17Q: 3 clusters Score -5468204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5468280.000000 Penalty: 5359.375000
	Iteration 18Q: 3 clusters Score -5468280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -5468324.500000 Penalty: 5359.375000
	Iteration 19Q: 3 clusters Score -5468324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5468372.500000 Penalty: 5359.375000
	Iteration 20F: 3 clusters Score -5468372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -5468385.500000 Penalty: 5359.375000
	Iteration 21Q: 3 clusters Score -5468386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -5468380.500000 Penalty: 5359.375000
	Iteration 22Q: 3 clusters Score -5468380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -5468393.000000 Penalty: 5359.375000
	Iteration 23Q: 3 clusters Score -5468393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -5468418.500000 Penalty: 5359.375000
	Iteration 24Q: 3 clusters Score -5468418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -5468439.000000 Penalty: 5359.375000
	Iteration 25Q: 3 clusters Score -5468439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -5468455.500000 Penalty: 5359.375000
	Iteration 26Q: 3 clusters Score -5468456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -5468469.500000 Penalty: 5359.375000
	Iteration 27Q: 3 clusters Score -5468470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -5468484.500000 Penalty: 5359.375000
	Iteration 28Q: 3 clusters Score -5468484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -5468500.500000 Penalty: 5359.375000
	Iteration 29Q: 3 clusters Score -5468500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -5468525.000000 Penalty: 5359.375000
	Iteration 30Q: 3 clusters Score -5468525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -5468526.000000 Penalty: 5359.375000
	Iteration 31Q: 3 clusters Score -5468526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -5468528.500000 Penalty: 5359.375000
	Iteration 32Q: 3 clusters Score -5468528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -5468537.000000 Penalty: 5359.375000
	Iteration 33Q: 3 clusters Score -5468537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -5468542.000000 Penalty: 5359.375000
	Iteration 34Q: 3 clusters Score -5468542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -5468542.000000 Penalty: 5359.375000
	Iteration 35F: 3 clusters Score -5468542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32871.769531 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32871.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32998.011719 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -32998.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33012.945312 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -33012.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33015.320312 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33015.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33025.507812 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33025.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33025.507812 Penalty: 2894.066162
	Iteration 5F: 3 clusters Score -33025.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -394287.000000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -394287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -390659.406250 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -390659.4 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -391480.781250 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -391480.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -391757.625000 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -391757.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -392019.781250 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -392019.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -392249.093750 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -392249.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -392518.750000 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -392518.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -392795.062500 Penalty: 4063.377930
	Iteration 6F: 3 clusters Score -392795.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -393147.281250 Penalty: 4063.377930
	Iteration 7F: 3 clusters Score -393147.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -393379.437500 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -393379.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -393532.093750 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -393532.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -393632.875000 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -393632.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -393723.812500 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -393723.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -393819.437500 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -393819.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -393921.593750 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -393921.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -394024.687500 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -394024.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -394090.812500 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -394090.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -394145.281250 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -394145.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -394187.500000 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -394187.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -394216.968750 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -394217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -394238.687500 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -394238.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -394261.500000 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -394261.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -394277.468750 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -394277.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -394285.656250 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -394285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -394289.968750 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -394290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -394294.187500 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -394294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -394299.187500 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -394299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -394306.562500 Penalty: 4063.377930
	Iteration 26Q: 3 clusters Score -394306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -394309.625000 Penalty: 4063.377930
	Iteration 27Q: 3 clusters Score -394309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -394311.968750 Penalty: 4063.377930
	Iteration 28Q: 3 clusters Score -394312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -394312.968750 Penalty: 4063.377930
	Iteration 29Q: 3 clusters Score -394313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -394313.937500 Penalty: 4063.377930
	Iteration 30Q: 3 clusters Score -394313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -394314.812500 Penalty: 4063.377930
	Iteration 31Q: 3 clusters Score -394314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -394314.812500 Penalty: 4063.377930
	Iteration 32F: 3 clusters Score -394314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44069 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97941 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26172 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19896 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343819 members 
Mstep: Class 46 contains 2587 members 
Entering Unmasked Estep 
Score: -110928416.000000 Penalty: 157755.078125
Splitting cluster 3 changes total score from -110929856.000000 to -110928416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -505153.031250 Penalty: 2096.073242
	Iteration 0F: 2 clusters Score -505153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -500912.125000 Penalty: 4192.146484
	Iteration 0F: 3 clusters Score -500912.1 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -501908.375000 Penalty: 4192.146484
	Iteration 1F: 3 clusters Score -501908.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -502095.843750 Penalty: 4192.146484
	Iteration 2F: 3 clusters Score -502095.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -502210.031250 Penalty: 4192.146484
	Iteration 3Q: 3 clusters Score -502210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -502301.375000 Penalty: 4192.146484
	Iteration 4Q: 3 clusters Score -502301.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -502372.250000 Penalty: 4192.146484
	Iteration 5Q: 3 clusters Score -502372.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -502443.156250 Penalty: 4192.146484
	Iteration 6Q: 3 clusters Score -502443.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -502514.687500 Penalty: 4192.146484
	Iteration 7Q: 3 clusters Score -502514.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -502569.937500 Penalty: 4192.146484
	Iteration 8Q: 3 clusters Score -502569.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -502629.750000 Penalty: 4192.146484
	Iteration 9Q: 3 clusters Score -502629.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -502723.968750 Penalty: 4192.146484
	Iteration 10Q: 3 clusters Score -502724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -502799.031250 Penalty: 4192.146484
	Iteration 11Q: 3 clusters Score -502799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -502859.156250 Penalty: 4192.146484
	Iteration 12Q: 3 clusters Score -502859.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -502921.031250 Penalty: 4192.146484
	Iteration 13Q: 3 clusters Score -502921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -502991.625000 Penalty: 4192.146484
	Iteration 14Q: 3 clusters Score -502991.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -503069.000000 Penalty: 4192.146484
	Iteration 15Q: 3 clusters Score -503069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -503134.281250 Penalty: 4192.146484
	Iteration 16Q: 3 clusters Score -503134.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -503199.812500 Penalty: 4192.146484
	Iteration 17Q: 3 clusters Score -503199.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -503271.718750 Penalty: 4192.146484
	Iteration 18Q: 3 clusters Score -503271.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -503340.312500 Penalty: 4192.146484
	Iteration 19Q: 3 clusters Score -503340.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503408.687500 Penalty: 4192.146484
	Iteration 20F: 3 clusters Score -503408.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -503481.562500 Penalty: 4192.146484
	Iteration 21Q: 3 clusters Score -503481.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -503546.312500 Penalty: 4192.146484
	Iteration 22Q: 3 clusters Score -503546.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -503596.687500 Penalty: 4192.146484
	Iteration 23Q: 3 clusters Score -503596.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -503638.093750 Penalty: 4192.146484
	Iteration 24Q: 3 clusters Score -503638.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -503664.281250 Penalty: 4192.146484
	Iteration 25Q: 3 clusters Score -503664.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -503681.843750 Penalty: 4192.146484
	Iteration 26Q: 3 clusters Score -503681.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -503701.125000 Penalty: 4192.146484
	Iteration 27Q: 3 clusters Score -503701.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -503716.406250 Penalty: 4192.146484
	Iteration 28Q: 3 clusters Score -503716.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -503727.250000 Penalty: 4192.146484
	Iteration 29Q: 3 clusters Score -503727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -503742.531250 Penalty: 4192.146484
	Iteration 30Q: 3 clusters Score -503742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -503755.968750 Penalty: 4192.146484
	Iteration 31Q: 3 clusters Score -503756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -503768.250000 Penalty: 4192.146484
	Iteration 32Q: 3 clusters Score -503768.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -503781.250000 Penalty: 4192.146484
	Iteration 33Q: 3 clusters Score -503781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -503794.437500 Penalty: 4192.146484
	Iteration 34Q: 3 clusters Score -503794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -503801.031250 Penalty: 4192.146484
	Iteration 35Q: 3 clusters Score -503801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -503807.500000 Penalty: 4192.146484
	Iteration 36Q: 3 clusters Score -503807.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -503814.718750 Penalty: 4192.146484
	Iteration 37Q: 3 clusters Score -503814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -503816.375000 Penalty: 4192.146484
	Iteration 38Q: 3 clusters Score -503816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -503818.343750 Penalty: 4192.146484
	Iteration 39Q: 3 clusters Score -503818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -503821.125000 Penalty: 4192.146484
	Iteration 40F: 3 clusters Score -503821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -503821.500000 Penalty: 4192.146484
	Iteration 41Q: 3 clusters Score -503821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -503822.656250 Penalty: 4192.146484
	Iteration 42Q: 3 clusters Score -503822.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -503822.656250 Penalty: 4192.146484
	Iteration 43F: 3 clusters Score -503822.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -72513.601562 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -72513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70744.929688 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -70744.93 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71049.140625 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -71049.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71247.375000 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -71247.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71399.914062 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -71399.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71532.773438 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -71532.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -71685.585938 Penalty: 3304.280029
	Iteration 5F: 3 clusters Score -71685.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71824.554688 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -71824.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -71939.578125 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -71939.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -72085.929688 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -72085.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72276.898438 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -72276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72408.710938 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -72408.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72519.031250 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -72519.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72588.109375 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -72588.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -72595.296875 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -72595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72599.546875 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -72599.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72606.546875 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -72606.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72618.093750 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -72618.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72624.921875 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -72624.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -72634.164062 Penalty: 3304.280029
	Iteration 18Q: 3 clusters Score -72634.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72661.492188 Penalty: 3304.280029
	Iteration 19Q: 3 clusters Score -72661.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -72679.273438 Penalty: 3304.280029
	Iteration 20F: 3 clusters Score -72679.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72742.890625 Penalty: 3304.280029
	Iteration 21Q: 3 clusters Score -72742.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72742.890625 Penalty: 3304.280029
	Iteration 22F: 3 clusters Score -72742.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44069 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97941 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26172 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19896 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343819 members 
Mstep: Class 46 contains 480 members 
Entering Unmasked Estep 
Score: -110928304.000000 Penalty: 157755.078125
Splitting cluster 5 changes total score from -110929856.000000 to -110928304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -399818.125000 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -399818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -395960.781250 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -395960.8 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -397054.250000 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -397054.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -397429.812500 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -397429.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -397696.531250 Penalty: 4114.839355
	Iteration 3F: 3 clusters Score -397696.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -397922.187500 Penalty: 4114.839355
	Iteration 4F: 3 clusters Score -397922.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -398074.468750 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -398074.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -398174.406250 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -398174.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -398240.156250 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -398240.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398291.000000 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -398291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -398339.531250 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -398339.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -398373.406250 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -398373.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -398400.500000 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -398400.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -398417.312500 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -398417.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -398428.906250 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -398428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -398440.406250 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -398440.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -398452.281250 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -398452.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -398460.718750 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -398460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -398464.406250 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -398464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -398468.875000 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -398468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -398471.093750 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -398471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -398473.343750 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -398473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -398476.750000 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -398476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -398479.468750 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -398479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -398480.687500 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -398480.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -398483.437500 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -398483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -398485.812500 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -398485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -398486.375000 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -398486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -398488.500000 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -398488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -398489.062500 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -398489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -398489.500000 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -398489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -398490.156250 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -398490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -398491.906250 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -398491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -398494.312500 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -398494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -398496.562500 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -398496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -398499.375000 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -398499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -398501.468750 Penalty: 4114.839355
	Iteration 35Q: 3 clusters Score -398501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -398505.312500 Penalty: 4114.839355
	Iteration 36Q: 3 clusters Score -398505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -398506.937500 Penalty: 4114.839355
	Iteration 37Q: 3 clusters Score -398506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -398508.718750 Penalty: 4114.839355
	Iteration 38Q: 3 clusters Score -398508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -398508.781250 Penalty: 4114.839355
	Iteration 39Q: 3 clusters Score -398508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -398509.000000 Penalty: 4114.839355
	Iteration 40F: 3 clusters Score -398509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -398509.718750 Penalty: 4114.839355
	Iteration 41Q: 3 clusters Score -398509.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -398511.562500 Penalty: 4114.839355
	Iteration 42Q: 3 clusters Score -398511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -398511.562500 Penalty: 4114.839355
	Iteration 43Q: 3 clusters Score -398511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -398514.031250 Penalty: 4114.839355
	Iteration 44Q: 3 clusters Score -398514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -398514.031250 Penalty: 4114.839355
	Iteration 45Q: 3 clusters Score -398514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -398515.875000 Penalty: 4114.839355
	Iteration 46Q: 3 clusters Score -398515.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -398518.031250 Penalty: 4114.839355
	Iteration 47Q: 3 clusters Score -398518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -398522.781250 Penalty: 4114.839355
	Iteration 48Q: 3 clusters Score -398522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -398526.781250 Penalty: 4114.839355
	Iteration 49Q: 3 clusters Score -398526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -398529.468750 Penalty: 4114.839355
	Iteration 50Q: 3 clusters Score -398529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -398531.875000 Penalty: 4114.839355
	Iteration 51Q: 3 clusters Score -398531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -398533.312500 Penalty: 4114.839355
	Iteration 52Q: 3 clusters Score -398533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -398535.437500 Penalty: 4114.839355
	Iteration 53Q: 3 clusters Score -398535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -398535.812500 Penalty: 4114.839355
	Iteration 54Q: 3 clusters Score -398535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -398535.812500 Penalty: 4114.839355
	Iteration 55F: 3 clusters Score -398535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Entering Unmasked Estep 
Score: -1028289.375000 Penalty: 2265.071045
	Iteration 0F: 2 clusters Score -1028289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1021079.750000 Penalty: 4530.142090
	Iteration 0F: 3 clusters Score -1021080 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1023195.625000 Penalty: 4530.142090
	Iteration 1F: 3 clusters Score -1023196 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1023560.125000 Penalty: 4530.142090
	Iteration 2F: 3 clusters Score -1023560 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1023842.687500 Penalty: 4530.142090
	Iteration 3F: 3 clusters Score -1023843 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1024073.875000 Penalty: 4530.142090
	Iteration 4F: 3 clusters Score -1024074 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1024273.125000 Penalty: 4530.142090
	Iteration 5Q: 3 clusters Score -1024273 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1024482.812500 Penalty: 4530.142090
	Iteration 6Q: 3 clusters Score -1024483 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1024691.625000 Penalty: 4530.142090
	Iteration 7Q: 3 clusters Score -1024692 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1024901.625000 Penalty: 4530.142090
	Iteration 8Q: 3 clusters Score -1024902 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1025105.750000 Penalty: 4530.142090
	Iteration 9Q: 3 clusters Score -1025106 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1025319.375000 Penalty: 4530.142090
	Iteration 10Q: 3 clusters Score -1025319 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1025504.250000 Penalty: 4530.142090
	Iteration 11Q: 3 clusters Score -1025504 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1025683.437500 Penalty: 4530.142090
	Iteration 12Q: 3 clusters Score -1025683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1025824.875000 Penalty: 4530.142090
	Iteration 13Q: 3 clusters Score -1025825 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1025963.312500 Penalty: 4530.142090
	Iteration 14Q: 3 clusters Score -1025963 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1026078.250000 Penalty: 4530.142090
	Iteration 15Q: 3 clusters Score -1026078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1026165.875000 Penalty: 4530.142090
	Iteration 16Q: 3 clusters Score -1026166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1026235.750000 Penalty: 4530.142090
	Iteration 17Q: 3 clusters Score -1026236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1026274.125000 Penalty: 4530.142090
	Iteration 18Q: 3 clusters Score -1026274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1026319.000000 Penalty: 4530.142090
	Iteration 19Q: 3 clusters Score -1026319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1026359.750000 Penalty: 4530.142090
	Iteration 20F: 3 clusters Score -1026360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1026393.937500 Penalty: 4530.142090
	Iteration 21Q: 3 clusters Score -1026394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1026421.875000 Penalty: 4530.142090
	Iteration 22Q: 3 clusters Score -1026422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1026433.937500 Penalty: 4530.142090
	Iteration 23Q: 3 clusters Score -1026434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1026440.125000 Penalty: 4530.142090
	Iteration 24Q: 3 clusters Score -1026440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1026447.687500 Penalty: 4530.142090
	Iteration 25Q: 3 clusters Score -1026448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1026457.125000 Penalty: 4530.142090
	Iteration 26Q: 3 clusters Score -1026457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1026459.437500 Penalty: 4530.142090
	Iteration 27Q: 3 clusters Score -1026459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1026465.562500 Penalty: 4530.142090
	Iteration 28Q: 3 clusters Score -1026466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1026466.375000 Penalty: 4530.142090
	Iteration 29Q: 3 clusters Score -1026466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1026467.375000 Penalty: 4530.142090
	Iteration 30Q: 3 clusters Score -1026467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1026466.625000 Penalty: 4530.142090
	Iteration 31Q: 3 clusters Score -1026467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1026466.625000 Penalty: 4530.142090
	Iteration 32F: 3 clusters Score -1026467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -522546.531250 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -522546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -517813.687500 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -517813.7 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -519204.062500 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -519204.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -519748.218750 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -519748.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -520411.875000 Penalty: 4255.017578
	Iteration 3F: 3 clusters Score -520411.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -520999.875000 Penalty: 4255.017578
	Iteration 4F: 3 clusters Score -520999.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -521507.312500 Penalty: 4255.017578
	Iteration 5F: 3 clusters Score -521507.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -521843.531250 Penalty: 4255.017578
	Iteration 6F: 3 clusters Score -521843.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -522022.031250 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -522022 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -522168.875000 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -522168.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -522323.406250 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -522323.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -522451.250000 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -522451.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -522511.875000 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -522511.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -522562.125000 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -522562.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -522587.062500 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -522587.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -522597.593750 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -522597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -522604.218750 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -522604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -522607.812500 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -522607.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -522613.531250 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -522613.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -522617.906250 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -522617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -522621.156250 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -522621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -522625.062500 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -522625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -522626.750000 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -522626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -522629.468750 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -522629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -522631.468750 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -522631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -522632.937500 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -522632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -522634.437500 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -522634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -522635.437500 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -522635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -522635.250000 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -522635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -522636.218750 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -522636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -522638.250000 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -522638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -522639.593750 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -522639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -522642.218750 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -522642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -522643.437500 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -522643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -522645.156250 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -522645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -522647.187500 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -522647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -522650.031250 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -522650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -522652.562500 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -522652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -522653.187500 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -522653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -522655.437500 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -522655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -522654.812500 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -522654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -522654.812500 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -522654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44069 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97941 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26172 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19896 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343819 members 
Mstep: Class 46 contains 1806 members 
Entering Unmasked Estep 
Score: -110928504.000000 Penalty: 157755.078125
Splitting cluster 8 changes total score from -110929856.000000 to -110928504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -268730.250000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -268730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -265807.593750 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -265807.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266364.812500 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -266364.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -266497.312500 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -266497.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -266570.093750 Penalty: 3876.342773
	Iteration 3Q: 3 clusters Score -266570.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -266613.468750 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -266613.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -266644.375000 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -266644.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -266667.562500 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -266667.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -266693.468750 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -266693.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -266711.281250 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -266711.3 nChanged 28
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: -266726.687500 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -266726.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -266737.437500 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -266737.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -266750.562500 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -266750.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -266768.531250 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -266768.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -266793.250000 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -266793.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -266811.375000 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -266811.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -266823.062500 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -266823.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -266829.750000 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -266829.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -266841.218750 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -266841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -266854.937500 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -266854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -266869.093750 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -266869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -266887.843750 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -266887.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -266904.250000 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -266904.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -266926.500000 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -266926.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -266948.031250 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -266948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -266967.093750 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -266967.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -266983.406250 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -266983.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -266999.125000 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -266999.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -267009.781250 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -267009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -267015.562500 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -267015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -267019.687500 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -267019.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -267026.062500 Penalty: 3876.342773
	Iteration 30Q: 3 clusters Score -267026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -267031.656250 Penalty: 3876.342773
	Iteration 31Q: 3 clusters Score -267031.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -267036.000000 Penalty: 3876.342773
	Iteration 32Q: 3 clusters Score -267036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -267037.500000 Penalty: 3876.342773
	Iteration 33Q: 3 clusters Score -267037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -267040.562500 Penalty: 3876.342773
	Iteration 34Q: 3 clusters Score -267040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -267042.000000 Penalty: 3876.342773
	Iteration 35Q: 3 clusters Score -267042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -267042.781250 Penalty: 3876.342773
	Iteration 36Q: 3 clusters Score -267042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -267044.218750 Penalty: 3876.342773
	Iteration 37Q: 3 clusters Score -267044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -267044.875000 Penalty: 3876.342773
	Iteration 38Q: 3 clusters Score -267044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -267045.437500 Penalty: 3876.342773
	Iteration 39Q: 3 clusters Score -267045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -267045.437500 Penalty: 3876.342773
	Iteration 40F: 3 clusters Score -267045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -3159603.750000 Penalty: 2544.906982
	Iteration 0F: 2 clusters Score -3159604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3140021.750000 Penalty: 5089.813965
	Iteration 0F: 3 clusters Score -3140022 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3147190.500000 Penalty: 5089.813965
	Iteration 1F: 3 clusters Score -3147190 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3147850.750000 Penalty: 5089.813965
	Iteration 2F: 3 clusters Score -3147851 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3148504.250000 Penalty: 5089.813965
	Iteration 3F: 3 clusters Score -3148504 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3149134.750000 Penalty: 5089.813965
	Iteration 4Q: 3 clusters Score -3149135 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3149820.250000 Penalty: 5089.813965
	Iteration 5Q: 3 clusters Score -3149820 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3150445.500000 Penalty: 5089.813965
	Iteration 6Q: 3 clusters Score -3150446 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3151022.500000 Penalty: 5089.813965
	Iteration 7Q: 3 clusters Score -3151022 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3151589.000000 Penalty: 5089.813965
	Iteration 8Q: 3 clusters Score -3151589 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3152117.250000 Penalty: 5089.813965
	Iteration 9Q: 3 clusters Score -3152117 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3152642.000000 Penalty: 5089.813965
	Iteration 10Q: 3 clusters Score -3152642 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3153116.250000 Penalty: 5089.813965
	Iteration 11Q: 3 clusters Score -3153116 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3153533.500000 Penalty: 5089.813965
	Iteration 12Q: 3 clusters Score -3153534 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3153889.000000 Penalty: 5089.813965
	Iteration 13Q: 3 clusters Score -3153889 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3154124.250000 Penalty: 5089.813965
	Iteration 14Q: 3 clusters Score -3154124 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3154274.000000 Penalty: 5089.813965
	Iteration 15Q: 3 clusters Score -3154274 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3154379.250000 Penalty: 5089.813965
	Iteration 16Q: 3 clusters Score -3154379 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3154457.250000 Penalty: 5089.813965
	Iteration 17Q: 3 clusters Score -3154457 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3154538.750000 Penalty: 5089.813965
	Iteration 18Q: 3 clusters Score -3154539 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3154614.250000 Penalty: 5089.813965
	Iteration 19Q: 3 clusters Score -3154614 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3154677.250000 Penalty: 5089.813965
	Iteration 20F: 3 clusters Score -3154677 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3154751.500000 Penalty: 5089.813965
	Iteration 21Q: 3 clusters Score -3154752 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3154826.500000 Penalty: 5089.813965
	Iteration 22Q: 3 clusters Score -3154826 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3154904.750000 Penalty: 5089.813965
	Iteration 23Q: 3 clusters Score -3154905 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3154979.750000 Penalty: 5089.813965
	Iteration 24Q: 3 clusters Score -3154980 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3155058.750000 Penalty: 5089.813965
	Iteration 25Q: 3 clusters Score -3155059 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3155156.000000 Penalty: 5089.813965
	Iteration 26Q: 3 clusters Score -3155156 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3155266.000000 Penalty: 5089.813965
	Iteration 27Q: 3 clusters Score -3155266 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3155408.000000 Penalty: 5089.813965
	Iteration 28Q: 3 clusters Score -3155408 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3155521.250000 Penalty: 5089.813965
	Iteration 29Q: 3 clusters Score -3155521 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3155658.250000 Penalty: 5089.813965
	Iteration 30Q: 3 clusters Score -3155658 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3155810.500000 Penalty: 5089.813965
	Iteration 31Q: 3 clusters Score -3155810 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3155972.000000 Penalty: 5089.813965
	Iteration 32Q: 3 clusters Score -3155972 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3156173.500000 Penalty: 5089.813965
	Iteration 33Q: 3 clusters Score -3156174 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3156374.500000 Penalty: 5089.813965
	Iteration 34Q: 3 clusters Score -3156374 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3156598.250000 Penalty: 5089.813965
	Iteration 35Q: 3 clusters Score -3156598 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3156801.250000 Penalty: 5089.813965
	Iteration 36Q: 3 clusters Score -3156801 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3157012.000000 Penalty: 5089.813965
	Iteration 37Q: 3 clusters Score -3157012 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3157205.250000 Penalty: 5089.813965
	Iteration 38Q: 3 clusters Score -3157205 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3157361.250000 Penalty: 5089.813965
	Iteration 39Q: 3 clusters Score -3157361 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3157469.250000 Penalty: 5089.813965
	Iteration 40F: 3 clusters Score -3157469 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3157568.000000 Penalty: 5089.813965
	Iteration 41Q: 3 clusters Score -3157568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3157621.250000 Penalty: 5089.813965
	Iteration 42Q: 3 clusters Score -3157621 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3157689.000000 Penalty: 5089.813965
	Iteration 43Q: 3 clusters Score -3157689 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3157742.500000 Penalty: 5089.813965
	Iteration 44Q: 3 clusters Score -3157742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3157785.000000 Penalty: 5089.813965
	Iteration 45Q: 3 clusters Score -3157785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3157815.000000 Penalty: 5089.813965
	Iteration 46Q: 3 clusters Score -3157815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3157860.250000 Penalty: 5089.813965
	Iteration 47Q: 3 clusters Score -3157860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3157876.000000 Penalty: 5089.813965
	Iteration 48Q: 3 clusters Score -3157876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3157891.250000 Penalty: 5089.813965
	Iteration 49Q: 3 clusters Score -3157891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3157908.000000 Penalty: 5089.813965
	Iteration 50Q: 3 clusters Score -3157908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3157922.750000 Penalty: 5089.813965
	Iteration 51Q: 3 clusters Score -3157923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3157930.250000 Penalty: 5089.813965
	Iteration 52Q: 3 clusters Score -3157930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3157940.250000 Penalty: 5089.813965
	Iteration 53Q: 3 clusters Score -3157940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3157950.500000 Penalty: 5089.813965
	Iteration 54Q: 3 clusters Score -3157950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3157956.250000 Penalty: 5089.813965
	Iteration 55Q: 3 clusters Score -3157956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3157963.500000 Penalty: 5089.813965
	Iteration 56Q: 3 clusters Score -3157964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3157966.000000 Penalty: 5089.813965
	Iteration 57Q: 3 clusters Score -3157966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3157980.500000 Penalty: 5089.813965
	Iteration 58Q: 3 clusters Score -3157980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3157987.000000 Penalty: 5089.813965
	Iteration 59Q: 3 clusters Score -3157987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3157991.250000 Penalty: 5089.813965
	Iteration 60F: 3 clusters Score -3157991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3158001.750000 Penalty: 5089.813965
	Iteration 61Q: 3 clusters Score -3158002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3158000.500000 Penalty: 5089.813965
	Iteration 62Q: 3 clusters Score -3158000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3158004.250000 Penalty: 5089.813965
	Iteration 63Q: 3 clusters Score -3158004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3158007.000000 Penalty: 5089.813965
	Iteration 64Q: 3 clusters Score -3158007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3158008.250000 Penalty: 5089.813965
	Iteration 65Q: 3 clusters Score -3158008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3158006.500000 Penalty: 5089.813965
	Iteration 66Q: 3 clusters Score -3158006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3158007.000000 Penalty: 5089.813965
	Iteration 67Q: 3 clusters Score -3158007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3158017.750000 Penalty: 5089.813965
	Iteration 68Q: 3 clusters Score -3158018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3158022.250000 Penalty: 5089.813965
	Iteration 69Q: 3 clusters Score -3158022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3158027.000000 Penalty: 5089.813965
	Iteration 70Q: 3 clusters Score -3158027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3158034.250000 Penalty: 5089.813965
	Iteration 71Q: 3 clusters Score -3158034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3158037.000000 Penalty: 5089.813965
	Iteration 72Q: 3 clusters Score -3158037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3158041.500000 Penalty: 5089.813965
	Iteration 73Q: 3 clusters Score -3158042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3158048.000000 Penalty: 5089.813965
	Iteration 74Q: 3 clusters Score -3158048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3158060.000000 Penalty: 5089.813965
	Iteration 75Q: 3 clusters Score -3158060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3158068.750000 Penalty: 5089.813965
	Iteration 76Q: 3 clusters Score -3158069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3158075.500000 Penalty: 5089.813965
	Iteration 77Q: 3 clusters Score -3158076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3158097.750000 Penalty: 5089.813965
	Iteration 78Q: 3 clusters Score -3158098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3158120.000000 Penalty: 5089.813965
	Iteration 79Q: 3 clusters Score -3158120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3158141.500000 Penalty: 5089.813965
	Iteration 80F: 3 clusters Score -3158142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3158165.500000 Penalty: 5089.813965
	Iteration 81Q: 3 clusters Score -3158166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3158212.000000 Penalty: 5089.813965
	Iteration 82Q: 3 clusters Score -3158212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3158312.000000 Penalty: 5089.813965
	Iteration 83Q: 3 clusters Score -3158312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3158420.250000 Penalty: 5089.813965
	Iteration 84Q: 3 clusters Score -3158420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3158533.750000 Penalty: 5089.813965
	Iteration 85Q: 3 clusters Score -3158534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3158604.750000 Penalty: 5089.813965
	Iteration 86Q: 3 clusters Score -3158605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3158641.000000 Penalty: 5089.813965
	Iteration 87Q: 3 clusters Score -3158641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3158666.000000 Penalty: 5089.813965
	Iteration 88Q: 3 clusters Score -3158666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3158689.500000 Penalty: 5089.813965
	Iteration 89Q: 3 clusters Score -3158690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3158707.250000 Penalty: 5089.813965
	Iteration 90Q: 3 clusters Score -3158707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3158717.000000 Penalty: 5089.813965
	Iteration 91Q: 3 clusters Score -3158717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3158730.500000 Penalty: 5089.813965
	Iteration 92Q: 3 clusters Score -3158730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3158741.500000 Penalty: 5089.813965
	Iteration 93Q: 3 clusters Score -3158742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3158742.250000 Penalty: 5089.813965
	Iteration 94Q: 3 clusters Score -3158742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3158747.750000 Penalty: 5089.813965
	Iteration 95Q: 3 clusters Score -3158748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3158747.000000 Penalty: 5089.813965
	Iteration 96Q: 3 clusters Score -3158747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3158748.000000 Penalty: 5089.813965
	Iteration 97Q: 3 clusters Score -3158748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3158746.000000 Penalty: 5089.813965
	Iteration 98Q: 3 clusters Score -3158746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3158746.000000 Penalty: 5089.813965
	Iteration 99F: 3 clusters Score -3158746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Entering Unmasked Estep 
Score: -5630087.000000 Penalty: 2680.747314
	Iteration 0F: 2 clusters Score -5630087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -5596655.000000 Penalty: 5361.494629
	Iteration 0F: 3 clusters Score -5596655 nChanged 22933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5609510.500000 Penalty: 5361.494629
	Iteration 1F: 3 clusters Score -5609510 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5610102.000000 Penalty: 5361.494629
	Iteration 2Q: 3 clusters Score -5610102 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5610598.000000 Penalty: 5361.494629
	Iteration 3Q: 3 clusters Score -5610598 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -5611092.500000 Penalty: 5361.494629
	Iteration 4Q: 3 clusters Score -5611092 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5611559.500000 Penalty: 5361.494629
	Iteration 5Q: 3 clusters Score -5611560 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5612022.000000 Penalty: 5361.494629
	Iteration 6Q: 3 clusters Score -5612022 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5612580.000000 Penalty: 5361.494629
	Iteration 7Q: 3 clusters Score -5612580 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5613247.000000 Penalty: 5361.494629
	Iteration 8Q: 3 clusters Score -5613247 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5614237.000000 Penalty: 5361.494629
	Iteration 9Q: 3 clusters Score -5614237 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5615517.000000 Penalty: 5361.494629
	Iteration 10Q: 3 clusters Score -5615517 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5617352.000000 Penalty: 5361.494629
	Iteration 11F: 3 clusters Score -5617352 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5619591.000000 Penalty: 5361.494629
	Iteration 12F: 3 clusters Score -5619591 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -5621925.500000 Penalty: 5361.494629
	Iteration 13F: 3 clusters Score -5621926 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -5623806.000000 Penalty: 5361.494629
	Iteration 14Q: 3 clusters Score -5623806 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5625142.500000 Penalty: 5361.494629
	Iteration 15Q: 3 clusters Score -5625142 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5625911.500000 Penalty: 5361.494629
	Iteration 16Q: 3 clusters Score -5625912 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5626428.000000 Penalty: 5361.494629
	Iteration 17Q: 3 clusters Score -5626428 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5626809.500000 Penalty: 5361.494629
	Iteration 18Q: 3 clusters Score -5626810 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5627072.500000 Penalty: 5361.494629
	Iteration 19Q: 3 clusters Score -5627072 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5627236.500000 Penalty: 5361.494629
	Iteration 20F: 3 clusters Score -5627236 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5627361.500000 Penalty: 5361.494629
	Iteration 21Q: 3 clusters Score -5627362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5627470.000000 Penalty: 5361.494629
	Iteration 22Q: 3 clusters Score -5627470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5627533.500000 Penalty: 5361.494629
	Iteration 23Q: 3 clusters Score -5627534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5627578.500000 Penalty: 5361.494629
	Iteration 24Q: 3 clusters Score -5627578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5627612.000000 Penalty: 5361.494629
	Iteration 25Q: 3 clusters Score -5627612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5627633.500000 Penalty: 5361.494629
	Iteration 26Q: 3 clusters Score -5627634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5627660.000000 Penalty: 5361.494629
	Iteration 27Q: 3 clusters Score -5627660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5627679.000000 Penalty: 5361.494629
	Iteration 28Q: 3 clusters Score -5627679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5627688.500000 Penalty: 5361.494629
	Iteration 29Q: 3 clusters Score -5627688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5627702.500000 Penalty: 5361.494629
	Iteration 30Q: 3 clusters Score -5627702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5627704.500000 Penalty: 5361.494629
	Iteration 31Q: 3 clusters Score -5627704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5627718.500000 Penalty: 5361.494629
	Iteration 32Q: 3 clusters Score -5627718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5627728.500000 Penalty: 5361.494629
	Iteration 33Q: 3 clusters Score -5627728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5627732.000000 Penalty: 5361.494629
	Iteration 34Q: 3 clusters Score -5627732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5627740.500000 Penalty: 5361.494629
	Iteration 35Q: 3 clusters Score -5627740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5627740.000000 Penalty: 5361.494629
	Iteration 36Q: 3 clusters Score -5627740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5627744.000000 Penalty: 5361.494629
	Iteration 37Q: 3 clusters Score -5627744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5627747.000000 Penalty: 5361.494629
	Iteration 38Q: 3 clusters Score -5627747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5627759.000000 Penalty: 5361.494629
	Iteration 39Q: 3 clusters Score -5627759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5627769.000000 Penalty: 5361.494629
	Iteration 40F: 3 clusters Score -5627769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5627776.000000 Penalty: 5361.494629
	Iteration 41Q: 3 clusters Score -5627776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5627781.000000 Penalty: 5361.494629
	Iteration 42Q: 3 clusters Score -5627781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5627781.000000 Penalty: 5361.494629
	Iteration 43Q: 3 clusters Score -5627781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5627786.000000 Penalty: 5361.494629
	Iteration 44Q: 3 clusters Score -5627786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5627786.500000 Penalty: 5361.494629
	Iteration 45Q: 3 clusters Score -5627786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5627781.000000 Penalty: 5361.494629
	Iteration 46Q: 3 clusters Score -5627781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5627776.000000 Penalty: 5361.494629
	Iteration 47Q: 3 clusters Score -5627776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5627777.000000 Penalty: 5361.494629
	Iteration 48Q: 3 clusters Score -5627777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5627784.500000 Penalty: 5361.494629
	Iteration 49Q: 3 clusters Score -5627784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5627788.500000 Penalty: 5361.494629
	Iteration 50Q: 3 clusters Score -5627788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5627788.500000 Penalty: 5361.494629
	Iteration 51F: 3 clusters Score -5627788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -229303.859375 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -229303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226600.203125 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -226600.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -227110.156250 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -227110.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -227233.046875 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -227233 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227306.718750 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -227306.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227355.000000 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -227355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227389.468750 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -227389.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -227409.093750 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -227409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -227420.937500 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -227420.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227430.750000 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -227430.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227440.171875 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -227440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -227447.500000 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -227447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -227454.093750 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -227454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227457.218750 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -227457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227460.968750 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -227461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -227463.515625 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -227463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227463.765625 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -227463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227464.750000 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -227464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -227466.265625 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -227466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -227467.812500 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -227467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227471.656250 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -227471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -227473.625000 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -227473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -227474.687500 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -227474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227475.515625 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -227475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -227477.484375 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -227477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227478.968750 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -227479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227479.656250 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -227479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227479.968750 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -227480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227482.968750 Penalty: 3781.083984
	Iteration 27Q: 3 clusters Score -227483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -227483.593750 Penalty: 3781.083984
	Iteration 28Q: 3 clusters Score -227483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -227484.171875 Penalty: 3781.083984
	Iteration 29Q: 3 clusters Score -227484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227485.062500 Penalty: 3781.083984
	Iteration 30Q: 3 clusters Score -227485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227485.062500 Penalty: 3781.083984
	Iteration 31F: 3 clusters Score -227485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -754856.812500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -754856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -749199.875000 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -749199.9 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -750651.375000 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -750651.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -750840.812500 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -750840.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -750980.000000 Penalty: 4376.602539
	Iteration 3Q: 3 clusters Score -750980 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -751093.750000 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -751093.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -751187.437500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -751187.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -751264.062500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -751264.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -751316.250000 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -751316.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -751357.062500 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -751357.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -751392.937500 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -751392.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -751432.562500 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -751432.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -751472.875000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -751472.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -751510.000000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -751510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -751544.500000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -751544.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -751573.187500 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -751573.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -751595.437500 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -751595.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -751626.250000 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -751626.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -751655.687500 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -751655.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -751684.687500 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -751684.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -751727.500000 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -751727.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -751770.187500 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -751770.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -751810.125000 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -751810.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -751842.062500 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -751842.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -751877.562500 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -751877.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -751906.875000 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -751906.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -751936.687500 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -751936.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -751971.625000 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -751971.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -752012.062500 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -752012.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -752051.250000 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -752051.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -752083.187500 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -752083.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -752115.437500 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -752115.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -752147.500000 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -752147.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -752188.312500 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -752188.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -752228.812500 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -752228.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -752257.437500 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -752257.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -752299.187500 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -752299.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -752338.687500 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -752338.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -752376.062500 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -752376.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -752422.375000 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -752422.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -752472.875000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -752472.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -752520.000000 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -752520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -752568.000000 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -752568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -752604.687500 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -752604.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -752645.187500 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -752645.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -752690.625000 Penalty: 4376.602539
	Iteration 44Q: 3 clusters Score -752690.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -752725.312500 Penalty: 4376.602539
	Iteration 45Q: 3 clusters Score -752725.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -752762.875000 Penalty: 4376.602539
	Iteration 46Q: 3 clusters Score -752762.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -752790.500000 Penalty: 4376.602539
	Iteration 47Q: 3 clusters Score -752790.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -752813.312500 Penalty: 4376.602539
	Iteration 48Q: 3 clusters Score -752813.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -752829.500000 Penalty: 4376.602539
	Iteration 49Q: 3 clusters Score -752829.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -752843.375000 Penalty: 4376.602539
	Iteration 50Q: 3 clusters Score -752843.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -752858.000000 Penalty: 4376.602539
	Iteration 51Q: 3 clusters Score -752858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -752874.250000 Penalty: 4376.602539
	Iteration 52Q: 3 clusters Score -752874.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -752884.625000 Penalty: 4376.602539
	Iteration 53Q: 3 clusters Score -752884.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -752890.250000 Penalty: 4376.602539
	Iteration 54Q: 3 clusters Score -752890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -752897.125000 Penalty: 4376.602539
	Iteration 55Q: 3 clusters Score -752897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -752899.937500 Penalty: 4376.602539
	Iteration 56Q: 3 clusters Score -752899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -752905.125000 Penalty: 4376.602539
	Iteration 57Q: 3 clusters Score -752905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -752912.125000 Penalty: 4376.602539
	Iteration 58Q: 3 clusters Score -752912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -752917.250000 Penalty: 4376.602539
	Iteration 59Q: 3 clusters Score -752917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -752924.750000 Penalty: 4376.602539
	Iteration 60F: 3 clusters Score -752924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -752932.937500 Penalty: 4376.602539
	Iteration 61Q: 3 clusters Score -752932.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -752936.750000 Penalty: 4376.602539
	Iteration 62Q: 3 clusters Score -752936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -752939.312500 Penalty: 4376.602539
	Iteration 63Q: 3 clusters Score -752939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -752940.625000 Penalty: 4376.602539
	Iteration 64Q: 3 clusters Score -752940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -752942.750000 Penalty: 4376.602539
	Iteration 65Q: 3 clusters Score -752942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -752945.625000 Penalty: 4376.602539
	Iteration 66Q: 3 clusters Score -752945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -752950.875000 Penalty: 4376.602539
	Iteration 67Q: 3 clusters Score -752950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -752956.250000 Penalty: 4376.602539
	Iteration 68Q: 3 clusters Score -752956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -752962.250000 Penalty: 4376.602539
	Iteration 69Q: 3 clusters Score -752962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -752969.437500 Penalty: 4376.602539
	Iteration 70Q: 3 clusters Score -752969.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -752976.250000 Penalty: 4376.602539
	Iteration 71Q: 3 clusters Score -752976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -752981.750000 Penalty: 4376.602539
	Iteration 72Q: 3 clusters Score -752981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -752984.187500 Penalty: 4376.602539
	Iteration 73Q: 3 clusters Score -752984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -752986.125000 Penalty: 4376.602539
	Iteration 74Q: 3 clusters Score -752986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -752989.875000 Penalty: 4376.602539
	Iteration 75Q: 3 clusters Score -752989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -752993.187500 Penalty: 4376.602539
	Iteration 76Q: 3 clusters Score -752993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -752995.562500 Penalty: 4376.602539
	Iteration 77Q: 3 clusters Score -752995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -752996.625000 Penalty: 4376.602539
	Iteration 78Q: 3 clusters Score -752996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -752997.125000 Penalty: 4376.602539
	Iteration 79Q: 3 clusters Score -752997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -752997.125000 Penalty: 4376.602539
	Iteration 80F: 3 clusters Score -752997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Entering Unmasked Estep 
Score: -4990318.500000 Penalty: 2651.990967
	Iteration 0F: 2 clusters Score -4990318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4960550.500000 Penalty: 5303.981934
	Iteration 0F: 3 clusters Score -4960550 nChanged 20198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -4972014.500000 Penalty: 5303.981934
	Iteration 1F: 3 clusters Score -4972014 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4972719.500000 Penalty: 5303.981934
	Iteration 2Q: 3 clusters Score -4972720 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4973410.000000 Penalty: 5303.981934
	Iteration 3Q: 3 clusters Score -4973410 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4974146.500000 Penalty: 5303.981934
	Iteration 4Q: 3 clusters Score -4974146 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4975068.000000 Penalty: 5303.981934
	Iteration 5Q: 3 clusters Score -4975068 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4976160.500000 Penalty: 5303.981934
	Iteration 6F: 3 clusters Score -4976160 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4977505.500000 Penalty: 5303.981934
	Iteration 7F: 3 clusters Score -4977506 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4979074.500000 Penalty: 5303.981934
	Iteration 8F: 3 clusters Score -4979074 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4980942.500000 Penalty: 5303.981934
	Iteration 9F: 3 clusters Score -4980942 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4982715.000000 Penalty: 5303.981934
	Iteration 10F: 3 clusters Score -4982715 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4984315.000000 Penalty: 5303.981934
	Iteration 11Q: 3 clusters Score -4984315 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -4985747.500000 Penalty: 5303.981934
	Iteration 12Q: 3 clusters Score -4985748 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -4986817.500000 Penalty: 5303.981934
	Iteration 13Q: 3 clusters Score -4986818 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -4987474.500000 Penalty: 5303.981934
	Iteration 14Q: 3 clusters Score -4987474 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -4987800.000000 Penalty: 5303.981934
	Iteration 15Q: 3 clusters Score -4987800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -4987982.000000 Penalty: 5303.981934
	Iteration 16Q: 3 clusters Score -4987982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -4988102.500000 Penalty: 5303.981934
	Iteration 17Q: 3 clusters Score -4988102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -4988191.000000 Penalty: 5303.981934
	Iteration 18Q: 3 clusters Score -4988191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4988263.500000 Penalty: 5303.981934
	Iteration 19Q: 3 clusters Score -4988264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -4988307.500000 Penalty: 5303.981934
	Iteration 20F: 3 clusters Score -4988308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4988359.500000 Penalty: 5303.981934
	Iteration 21Q: 3 clusters Score -4988360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -4988435.000000 Penalty: 5303.981934
	Iteration 22Q: 3 clusters Score -4988435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -4988485.500000 Penalty: 5303.981934
	Iteration 23Q: 3 clusters Score -4988486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -4988532.000000 Penalty: 5303.981934
	Iteration 24Q: 3 clusters Score -4988532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -4988569.000000 Penalty: 5303.981934
	Iteration 25Q: 3 clusters Score -4988569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -4988587.500000 Penalty: 5303.981934
	Iteration 26Q: 3 clusters Score -4988588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -4988610.500000 Penalty: 5303.981934
	Iteration 27Q: 3 clusters Score -4988610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -4988634.500000 Penalty: 5303.981934
	Iteration 28Q: 3 clusters Score -4988634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -4988638.500000 Penalty: 5303.981934
	Iteration 29Q: 3 clusters Score -4988638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -4988649.500000 Penalty: 5303.981934
	Iteration 30Q: 3 clusters Score -4988650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -4988654.000000 Penalty: 5303.981934
	Iteration 31Q: 3 clusters Score -4988654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -4988654.000000 Penalty: 5303.981934
	Iteration 32Q: 3 clusters Score -4988654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -4988655.000000 Penalty: 5303.981934
	Iteration 33Q: 3 clusters Score -4988655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4988657.500000 Penalty: 5303.981934
	Iteration 34Q: 3 clusters Score -4988658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -4988660.000000 Penalty: 5303.981934
	Iteration 35Q: 3 clusters Score -4988660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -4988657.500000 Penalty: 5303.981934
	Iteration 36Q: 3 clusters Score -4988658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -4988657.500000 Penalty: 5303.981934
	Iteration 37F: 3 clusters Score -4988658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -140131.609375 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -140131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137962.140625 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -137962.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138442.515625 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -138442.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138552.890625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -138552.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138643.375000 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -138643.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -138702.953125 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -138703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138774.562500 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -138774.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138848.625000 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -138848.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -138897.468750 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -138897.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -138921.140625 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -138921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -138935.656250 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -138935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138945.437500 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -138945.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -138955.234375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -138955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -138961.828125 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -138961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -138968.468750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -138968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -138975.468750 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -138975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -138982.671875 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -138982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -138988.234375 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -138988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -138993.921875 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -138993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -139000.546875 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -139000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139006.437500 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -139006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139018.281250 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -139018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -139023.687500 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -139023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139027.171875 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -139027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -139031.187500 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -139031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -139037.453125 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -139037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -139045.265625 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -139045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139055.468750 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -139055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -139076.484375 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -139076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -139087.359375 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -139087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -139092.406250 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -139092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -139094.500000 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -139094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -139097.484375 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -139097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -139113.250000 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -139113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -139126.171875 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -139126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -139128.484375 Penalty: 3579.852051
	Iteration 34Q: 3 clusters Score -139128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -139130.687500 Penalty: 3579.852051
	Iteration 35Q: 3 clusters Score -139130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -139131.968750 Penalty: 3579.852051
	Iteration 36Q: 3 clusters Score -139132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -139131.968750 Penalty: 3579.852051
	Iteration 37F: 3 clusters Score -139132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Entering Unmasked Estep 
Score: -2974691.250000 Penalty: 2526.677490
	Iteration 0F: 2 clusters Score -2974691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2956322.500000 Penalty: 5053.354980
	Iteration 0F: 3 clusters Score -2956322 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2962888.250000 Penalty: 5053.354980
	Iteration 1F: 3 clusters Score -2962888 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2963720.000000 Penalty: 5053.354980
	Iteration 2F: 3 clusters Score -2963720 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2964934.250000 Penalty: 5053.354980
	Iteration 3F: 3 clusters Score -2964934 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2966542.250000 Penalty: 5053.354980
	Iteration 4F: 3 clusters Score -2966542 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2968370.750000 Penalty: 5053.354980
	Iteration 5F: 3 clusters Score -2968371 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2970241.000000 Penalty: 5053.354980
	Iteration 6F: 3 clusters Score -2970241 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2971730.000000 Penalty: 5053.354980
	Iteration 7F: 3 clusters Score -2971730 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2972712.250000 Penalty: 5053.354980
	Iteration 8Q: 3 clusters Score -2972712 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2973336.000000 Penalty: 5053.354980
	Iteration 9Q: 3 clusters Score -2973336 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2973703.750000 Penalty: 5053.354980
	Iteration 10Q: 3 clusters Score -2973704 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2974039.750000 Penalty: 5053.354980
	Iteration 11Q: 3 clusters Score -2974040 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2974354.500000 Penalty: 5053.354980
	Iteration 12Q: 3 clusters Score -2974354 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2974524.750000 Penalty: 5053.354980
	Iteration 13Q: 3 clusters Score -2974525 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2974595.250000 Penalty: 5053.354980
	Iteration 14Q: 3 clusters Score -2974595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2974642.000000 Penalty: 5053.354980
	Iteration 15Q: 3 clusters Score -2974642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2974672.750000 Penalty: 5053.354980
	Iteration 16Q: 3 clusters Score -2974673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2974700.500000 Penalty: 5053.354980
	Iteration 17Q: 3 clusters Score -2974700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2974710.750000 Penalty: 5053.354980
	Iteration 18Q: 3 clusters Score -2974711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2974731.250000 Penalty: 5053.354980
	Iteration 19Q: 3 clusters Score -2974731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2974741.250000 Penalty: 5053.354980
	Iteration 20F: 3 clusters Score -2974741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2974746.250000 Penalty: 5053.354980
	Iteration 21Q: 3 clusters Score -2974746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2974746.750000 Penalty: 5053.354980
	Iteration 22Q: 3 clusters Score -2974747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2974751.750000 Penalty: 5053.354980
	Iteration 23Q: 3 clusters Score -2974752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2974752.750000 Penalty: 5053.354980
	Iteration 24Q: 3 clusters Score -2974753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2974754.750000 Penalty: 5053.354980
	Iteration 25Q: 3 clusters Score -2974755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2974762.250000 Penalty: 5053.354980
	Iteration 26Q: 3 clusters Score -2974762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2974763.000000 Penalty: 5053.354980
	Iteration 27Q: 3 clusters Score -2974763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2974763.500000 Penalty: 5053.354980
	Iteration 28Q: 3 clusters Score -2974764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2974760.750000 Penalty: 5053.354980
	Iteration 29Q: 3 clusters Score -2974761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2974760.250000 Penalty: 5053.354980
	Iteration 30Q: 3 clusters Score -2974760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2974758.000000 Penalty: 5053.354980
	Iteration 31Q: 3 clusters Score -2974758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2974759.250000 Penalty: 5053.354980
	Iteration 32Q: 3 clusters Score -2974759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2974759.250000 Penalty: 5053.354980
	Iteration 33F: 3 clusters Score -2974759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44069 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 3387 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97941 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26172 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19896 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343819 members 
Mstep: Class 46 contains 23201 members 
Entering Unmasked Estep 
Score: -110928872.000000 Penalty: 157755.078125
Splitting cluster 16 changes total score from -110929856.000000 to -110928872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -1230170.875000 Penalty: 2314.364502
	Iteration 0F: 2 clusters Score -1230171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1221720.125000 Penalty: 4628.729004
	Iteration 0F: 3 clusters Score -1221720 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1224148.000000 Penalty: 4628.729004
	Iteration 1F: 3 clusters Score -1224148 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1224424.750000 Penalty: 4628.729004
	Iteration 2F: 3 clusters Score -1224425 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1224645.625000 Penalty: 4628.729004
	Iteration 3Q: 3 clusters Score -1224646 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1224826.625000 Penalty: 4628.729004
	Iteration 4Q: 3 clusters Score -1224827 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1225030.875000 Penalty: 4628.729004
	Iteration 5Q: 3 clusters Score -1225031 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1225225.500000 Penalty: 4628.729004
	Iteration 6Q: 3 clusters Score -1225226 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1225435.375000 Penalty: 4628.729004
	Iteration 7Q: 3 clusters Score -1225435 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1225665.000000 Penalty: 4628.729004
	Iteration 8Q: 3 clusters Score -1225665 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1225915.125000 Penalty: 4628.729004
	Iteration 9Q: 3 clusters Score -1225915 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1226192.000000 Penalty: 4628.729004
	Iteration 10Q: 3 clusters Score -1226192 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1226484.125000 Penalty: 4628.729004
	Iteration 11Q: 3 clusters Score -1226484 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1226744.750000 Penalty: 4628.729004
	Iteration 12Q: 3 clusters Score -1226745 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1226995.625000 Penalty: 4628.729004
	Iteration 13Q: 3 clusters Score -1226996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1227208.125000 Penalty: 4628.729004
	Iteration 14Q: 3 clusters Score -1227208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1227381.250000 Penalty: 4628.729004
	Iteration 15Q: 3 clusters Score -1227381 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1227527.875000 Penalty: 4628.729004
	Iteration 16Q: 3 clusters Score -1227528 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1227657.375000 Penalty: 4628.729004
	Iteration 17Q: 3 clusters Score -1227657 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1227750.375000 Penalty: 4628.729004
	Iteration 18Q: 3 clusters Score -1227750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1227825.125000 Penalty: 4628.729004
	Iteration 19Q: 3 clusters Score -1227825 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1227895.375000 Penalty: 4628.729004
	Iteration 20F: 3 clusters Score -1227895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1227975.125000 Penalty: 4628.729004
	Iteration 21Q: 3 clusters Score -1227975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1228060.250000 Penalty: 4628.729004
	Iteration 22Q: 3 clusters Score -1228060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1228105.500000 Penalty: 4628.729004
	Iteration 23Q: 3 clusters Score -1228106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1228149.000000 Penalty: 4628.729004
	Iteration 24Q: 3 clusters Score -1228149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1228174.000000 Penalty: 4628.729004
	Iteration 25Q: 3 clusters Score -1228174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1228189.125000 Penalty: 4628.729004
	Iteration 26Q: 3 clusters Score -1228189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1228205.125000 Penalty: 4628.729004
	Iteration 27Q: 3 clusters Score -1228205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1228218.875000 Penalty: 4628.729004
	Iteration 28Q: 3 clusters Score -1228219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1228227.500000 Penalty: 4628.729004
	Iteration 29Q: 3 clusters Score -1228228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1228236.500000 Penalty: 4628.729004
	Iteration 30Q: 3 clusters Score -1228236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1228241.125000 Penalty: 4628.729004
	Iteration 31Q: 3 clusters Score -1228241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1228241.250000 Penalty: 4628.729004
	Iteration 32Q: 3 clusters Score -1228241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1228246.875000 Penalty: 4628.729004
	Iteration 33Q: 3 clusters Score -1228247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1228247.375000 Penalty: 4628.729004
	Iteration 34Q: 3 clusters Score -1228247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1228250.875000 Penalty: 4628.729004
	Iteration 35Q: 3 clusters Score -1228251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1228253.625000 Penalty: 4628.729004
	Iteration 36Q: 3 clusters Score -1228254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1228256.000000 Penalty: 4628.729004
	Iteration 37Q: 3 clusters Score -1228256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1228253.625000 Penalty: 4628.729004
	Iteration 38Q: 3 clusters Score -1228254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1228257.250000 Penalty: 4628.729004
	Iteration 39Q: 3 clusters Score -1228257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1228263.875000 Penalty: 4628.729004
	Iteration 40F: 3 clusters Score -1228264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1228263.875000 Penalty: 4628.729004
	Iteration 41Q: 3 clusters Score -1228264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1228267.125000 Penalty: 4628.729004
	Iteration 42Q: 3 clusters Score -1228267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1228266.625000 Penalty: 4628.729004
	Iteration 43Q: 3 clusters Score -1228267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1228268.000000 Penalty: 4628.729004
	Iteration 44Q: 3 clusters Score -1228268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1228273.250000 Penalty: 4628.729004
	Iteration 45Q: 3 clusters Score -1228273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1228280.250000 Penalty: 4628.729004
	Iteration 46Q: 3 clusters Score -1228280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1228283.250000 Penalty: 4628.729004
	Iteration 47Q: 3 clusters Score -1228283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1228291.250000 Penalty: 4628.729004
	Iteration 48Q: 3 clusters Score -1228291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1228291.750000 Penalty: 4628.729004
	Iteration 49Q: 3 clusters Score -1228292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1228293.375000 Penalty: 4628.729004
	Iteration 50Q: 3 clusters Score -1228293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1228293.125000 Penalty: 4628.729004
	Iteration 51Q: 3 clusters Score -1228293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1228294.000000 Penalty: 4628.729004
	Iteration 52Q: 3 clusters Score -1228294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1228294.000000 Penalty: 4628.729004
	Iteration 53F: 3 clusters Score -1228294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -16452.562500 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -16452.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15371.766602 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -15371.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15422.258789 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -15422.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15425.116211 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -15425.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15425.116211 Penalty: 2607.717773
	Iteration 3F: 3 clusters Score -15425.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Entering Unmasked Estep 
Score: -1098807.250000 Penalty: 2281.145264
	Iteration 0F: 2 clusters Score -1098807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1091263.000000 Penalty: 4562.290527
	Iteration 0F: 3 clusters Score -1091263 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1093436.375000 Penalty: 4562.290527
	Iteration 1F: 3 clusters Score -1093436 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1093781.125000 Penalty: 4562.290527
	Iteration 2F: 3 clusters Score -1093781 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1094115.625000 Penalty: 4562.290527
	Iteration 3F: 3 clusters Score -1094116 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1094413.125000 Penalty: 4562.290527
	Iteration 4F: 3 clusters Score -1094413 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1094673.500000 Penalty: 4562.290527
	Iteration 5Q: 3 clusters Score -1094674 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1094983.500000 Penalty: 4562.290527
	Iteration 6Q: 3 clusters Score -1094984 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1095274.375000 Penalty: 4562.290527
	Iteration 7Q: 3 clusters Score -1095274 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1095565.875000 Penalty: 4562.290527
	Iteration 8Q: 3 clusters Score -1095566 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1095838.750000 Penalty: 4562.290527
	Iteration 9Q: 3 clusters Score -1095839 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1096094.500000 Penalty: 4562.290527
	Iteration 10Q: 3 clusters Score -1096094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1096364.250000 Penalty: 4562.290527
	Iteration 11Q: 3 clusters Score -1096364 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1096677.500000 Penalty: 4562.290527
	Iteration 12Q: 3 clusters Score -1096678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1097001.875000 Penalty: 4562.290527
	Iteration 13Q: 3 clusters Score -1097002 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1097234.000000 Penalty: 4562.290527
	Iteration 14Q: 3 clusters Score -1097234 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1097379.625000 Penalty: 4562.290527
	Iteration 15Q: 3 clusters Score -1097380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1097467.750000 Penalty: 4562.290527
	Iteration 16Q: 3 clusters Score -1097468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1097511.000000 Penalty: 4562.290527
	Iteration 17Q: 3 clusters Score -1097511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1097539.750000 Penalty: 4562.290527
	Iteration 18Q: 3 clusters Score -1097540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1097560.125000 Penalty: 4562.290527
	Iteration 19Q: 3 clusters Score -1097560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1097575.125000 Penalty: 4562.290527
	Iteration 20F: 3 clusters Score -1097575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1097595.250000 Penalty: 4562.290527
	Iteration 21Q: 3 clusters Score -1097595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1097609.500000 Penalty: 4562.290527
	Iteration 22Q: 3 clusters Score -1097610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1097623.250000 Penalty: 4562.290527
	Iteration 23Q: 3 clusters Score -1097623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1097638.500000 Penalty: 4562.290527
	Iteration 24Q: 3 clusters Score -1097638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1097651.125000 Penalty: 4562.290527
	Iteration 25Q: 3 clusters Score -1097651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1097657.875000 Penalty: 4562.290527
	Iteration 26Q: 3 clusters Score -1097658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1097668.000000 Penalty: 4562.290527
	Iteration 27Q: 3 clusters Score -1097668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1097677.375000 Penalty: 4562.290527
	Iteration 28Q: 3 clusters Score -1097677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1097683.875000 Penalty: 4562.290527
	Iteration 29Q: 3 clusters Score -1097684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1097683.875000 Penalty: 4562.290527
	Iteration 30Q: 3 clusters Score -1097684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1097686.000000 Penalty: 4562.290527
	Iteration 31Q: 3 clusters Score -1097686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1097688.875000 Penalty: 4562.290527
	Iteration 32Q: 3 clusters Score -1097689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1097688.875000 Penalty: 4562.290527
	Iteration 33Q: 3 clusters Score -1097689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1097692.625000 Penalty: 4562.290527
	Iteration 34Q: 3 clusters Score -1097693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1097695.125000 Penalty: 4562.290527
	Iteration 35Q: 3 clusters Score -1097695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1097698.625000 Penalty: 4562.290527
	Iteration 36Q: 3 clusters Score -1097699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1097698.500000 Penalty: 4562.290527
	Iteration 37Q: 3 clusters Score -1097698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1097698.375000 Penalty: 4562.290527
	Iteration 38Q: 3 clusters Score -1097698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1097698.750000 Penalty: 4562.290527
	Iteration 39Q: 3 clusters Score -1097699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1097701.000000 Penalty: 4562.290527
	Iteration 40F: 3 clusters Score -1097701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1097701.625000 Penalty: 4562.290527
	Iteration 41Q: 3 clusters Score -1097702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1097703.875000 Penalty: 4562.290527
	Iteration 42Q: 3 clusters Score -1097704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1097703.875000 Penalty: 4562.290527
	Iteration 43Q: 3 clusters Score -1097704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1097704.250000 Penalty: 4562.290527
	Iteration 44Q: 3 clusters Score -1097704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1097704.250000 Penalty: 4562.290527
	Iteration 45F: 3 clusters Score -1097704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Entering Unmasked Estep 
Score: -11095146.000000 Penalty: 2850.045898
	Iteration 0F: 2 clusters Score -1.109515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -11029596.000000 Penalty: 5700.091797
	Iteration 0F: 3 clusters Score -1.10296e+07 nChanged 46211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -11056209.000000 Penalty: 5700.091797
	Iteration 1F: 3 clusters Score -1.105621e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -11057213.000000 Penalty: 5700.091797
	Iteration 2Q: 3 clusters Score -1.105721e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -11058416.000000 Penalty: 5700.091797
	Iteration 3Q: 3 clusters Score -1.105842e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -11060278.000000 Penalty: 5700.091797
	Iteration 4Q: 3 clusters Score -1.106028e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -11062880.000000 Penalty: 5700.091797
	Iteration 5F: 3 clusters Score -1.106288e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -11067093.000000 Penalty: 5700.091797
	Iteration 6F: 3 clusters Score -1.106709e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -11073155.000000 Penalty: 5700.091797
	Iteration 7F: 3 clusters Score -1.107316e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -11080071.000000 Penalty: 5700.091797
	Iteration 8F: 3 clusters Score -1.108007e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -11086053.000000 Penalty: 5700.091797
	Iteration 9F: 3 clusters Score -1.108605e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -11089718.000000 Penalty: 5700.091797
	Iteration 10Q: 3 clusters Score -1.108972e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -11091367.000000 Penalty: 5700.091797
	Iteration 11Q: 3 clusters Score -1.109137e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -11091996.000000 Penalty: 5700.091797
	Iteration 12Q: 3 clusters Score -1.1092e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -11092318.000000 Penalty: 5700.091797
	Iteration 13Q: 3 clusters Score -1.109232e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -11092438.000000 Penalty: 5700.091797
	Iteration 14Q: 3 clusters Score -1.109244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -11092504.000000 Penalty: 5700.091797
	Iteration 15Q: 3 clusters Score -1.10925e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -11092549.000000 Penalty: 5700.091797
	Iteration 16Q: 3 clusters Score -1.109255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 97474 members 
Entering Unmasked Estep 
Score: -11092584.000000 Penalty: 5700.091797
	Iteration 17Q: 3 clusters Score -1.109258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -11092622.000000 Penalty: 5700.091797
	Iteration 18Q: 3 clusters Score -1.109262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -11092636.000000 Penalty: 5700.091797
	Iteration 19Q: 3 clusters Score -1.109264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -11092639.000000 Penalty: 5700.091797
	Iteration 20F: 3 clusters Score -1.109264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -11092665.000000 Penalty: 5700.091797
	Iteration 21Q: 3 clusters Score -1.109266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -11092663.000000 Penalty: 5700.091797
	Iteration 22Q: 3 clusters Score -1.109266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -11092661.000000 Penalty: 5700.091797
	Iteration 23Q: 3 clusters Score -1.109266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -11092666.000000 Penalty: 5700.091797
	Iteration 24Q: 3 clusters Score -1.109267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -11092662.000000 Penalty: 5700.091797
	Iteration 25Q: 3 clusters Score -1.109266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -11092663.000000 Penalty: 5700.091797
	Iteration 26Q: 3 clusters Score -1.109266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -11092662.000000 Penalty: 5700.091797
	Iteration 27Q: 3 clusters Score -1.109266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -11092668.000000 Penalty: 5700.091797
	Iteration 28Q: 3 clusters Score -1.109267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -11092683.000000 Penalty: 5700.091797
	Iteration 29Q: 3 clusters Score -1.109268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -11092671.000000 Penalty: 5700.091797
	Iteration 30Q: 3 clusters Score -1.109267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -11092676.000000 Penalty: 5700.091797
	Iteration 31Q: 3 clusters Score -1.109268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -11092675.000000 Penalty: 5700.091797
	Iteration 32Q: 3 clusters Score -1.109268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -11092675.000000 Penalty: 5700.091797
	Iteration 33F: 3 clusters Score -1.109268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -208792.437500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -208792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206251.078125 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -206251.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -206675.265625 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -206675.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206783.078125 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -206783.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206837.328125 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -206837.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -206876.156250 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -206876.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -206897.062500 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -206897.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -206908.421875 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -206908.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -206919.906250 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -206919.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -206926.765625 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -206926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206930.375000 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -206930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206935.671875 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -206935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206938.437500 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -206938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -206943.281250 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -206943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -206946.765625 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -206946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -206948.359375 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -206948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -206949.828125 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -206949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -206951.671875 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -206951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206953.843750 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -206953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -206957.156250 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -206957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -206959.703125 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -206959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -206960.062500 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -206960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Entering Unmasked Estep 
Score: -3006537.250000 Penalty: 2522.766357
	Iteration 0F: 2 clusters Score -3006537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2988353.250000 Penalty: 5045.532715
	Iteration 0F: 3 clusters Score -2988353 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2994763.250000 Penalty: 5045.532715
	Iteration 1F: 3 clusters Score -2994763 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2995131.500000 Penalty: 5045.532715
	Iteration 2Q: 3 clusters Score -2995132 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2995425.750000 Penalty: 5045.532715
	Iteration 3Q: 3 clusters Score -2995426 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2995688.250000 Penalty: 5045.532715
	Iteration 4Q: 3 clusters Score -2995688 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2995893.250000 Penalty: 5045.532715
	Iteration 5Q: 3 clusters Score -2995893 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2996121.750000 Penalty: 5045.532715
	Iteration 6Q: 3 clusters Score -2996122 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2996383.750000 Penalty: 5045.532715
	Iteration 7Q: 3 clusters Score -2996384 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2996705.750000 Penalty: 5045.532715
	Iteration 8Q: 3 clusters Score -2996706 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2997121.750000 Penalty: 5045.532715
	Iteration 9Q: 3 clusters Score -2997122 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2997700.750000 Penalty: 5045.532715
	Iteration 10Q: 3 clusters Score -2997701 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2998458.750000 Penalty: 5045.532715
	Iteration 11Q: 3 clusters Score -2998459 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2999568.500000 Penalty: 5045.532715
	Iteration 12F: 3 clusters Score -2999568 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3000736.750000 Penalty: 5045.532715
	Iteration 13F: 3 clusters Score -3000737 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3001871.000000 Penalty: 5045.532715
	Iteration 14F: 3 clusters Score -3001871 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3002760.750000 Penalty: 5045.532715
	Iteration 15Q: 3 clusters Score -3002761 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3003369.500000 Penalty: 5045.532715
	Iteration 16Q: 3 clusters Score -3003370 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3003776.750000 Penalty: 5045.532715
	Iteration 17Q: 3 clusters Score -3003777 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3004002.250000 Penalty: 5045.532715
	Iteration 18Q: 3 clusters Score -3004002 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3004132.000000 Penalty: 5045.532715
	Iteration 19Q: 3 clusters Score -3004132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3004228.500000 Penalty: 5045.532715
	Iteration 20F: 3 clusters Score -3004228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3004296.500000 Penalty: 5045.532715
	Iteration 21Q: 3 clusters Score -3004296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3004333.000000 Penalty: 5045.532715
	Iteration 22Q: 3 clusters Score -3004333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3004361.250000 Penalty: 5045.532715
	Iteration 23Q: 3 clusters Score -3004361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3004391.250000 Penalty: 5045.532715
	Iteration 24Q: 3 clusters Score -3004391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3004417.500000 Penalty: 5045.532715
	Iteration 25Q: 3 clusters Score -3004418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3004424.250000 Penalty: 5045.532715
	Iteration 26Q: 3 clusters Score -3004424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3004431.000000 Penalty: 5045.532715
	Iteration 27Q: 3 clusters Score -3004431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3004450.500000 Penalty: 5045.532715
	Iteration 28Q: 3 clusters Score -3004450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3004462.250000 Penalty: 5045.532715
	Iteration 29Q: 3 clusters Score -3004462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3004470.500000 Penalty: 5045.532715
	Iteration 30Q: 3 clusters Score -3004470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3004475.750000 Penalty: 5045.532715
	Iteration 31Q: 3 clusters Score -3004476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3004480.750000 Penalty: 5045.532715
	Iteration 32Q: 3 clusters Score -3004481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3004484.000000 Penalty: 5045.532715
	Iteration 33Q: 3 clusters Score -3004484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3004484.500000 Penalty: 5045.532715
	Iteration 34Q: 3 clusters Score -3004484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3004485.000000 Penalty: 5045.532715
	Iteration 35Q: 3 clusters Score -3004485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3004485.000000 Penalty: 5045.532715
	Iteration 36F: 3 clusters Score -3004485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Entering Unmasked Estep 
Score: -2678442.000000 Penalty: 2493.182861
	Iteration 0F: 2 clusters Score -2678442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2662280.000000 Penalty: 4986.365723
	Iteration 0F: 3 clusters Score -2662280 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2667827.500000 Penalty: 4986.365723
	Iteration 1F: 3 clusters Score -2667828 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2668270.750000 Penalty: 4986.365723
	Iteration 2F: 3 clusters Score -2668271 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2668636.250000 Penalty: 4986.365723
	Iteration 3Q: 3 clusters Score -2668636 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2669002.000000 Penalty: 4986.365723
	Iteration 4Q: 3 clusters Score -2669002 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2669342.500000 Penalty: 4986.365723
	Iteration 5Q: 3 clusters Score -2669342 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2669645.500000 Penalty: 4986.365723
	Iteration 6Q: 3 clusters Score -2669646 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2669964.500000 Penalty: 4986.365723
	Iteration 7Q: 3 clusters Score -2669964 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2670287.000000 Penalty: 4986.365723
	Iteration 8Q: 3 clusters Score -2670287 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2670684.500000 Penalty: 4986.365723
	Iteration 9Q: 3 clusters Score -2670684 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2671235.000000 Penalty: 4986.365723
	Iteration 10Q: 3 clusters Score -2671235 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2671912.250000 Penalty: 4986.365723
	Iteration 11Q: 3 clusters Score -2671912 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2672513.750000 Penalty: 4986.365723
	Iteration 12Q: 3 clusters Score -2672514 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2672988.750000 Penalty: 4986.365723
	Iteration 13Q: 3 clusters Score -2672989 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2673251.000000 Penalty: 4986.365723
	Iteration 14Q: 3 clusters Score -2673251 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2673406.000000 Penalty: 4986.365723
	Iteration 15Q: 3 clusters Score -2673406 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2673493.750000 Penalty: 4986.365723
	Iteration 16Q: 3 clusters Score -2673494 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2673559.500000 Penalty: 4986.365723
	Iteration 17Q: 3 clusters Score -2673560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2673622.500000 Penalty: 4986.365723
	Iteration 18Q: 3 clusters Score -2673622 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2673671.750000 Penalty: 4986.365723
	Iteration 19Q: 3 clusters Score -2673672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2673722.500000 Penalty: 4986.365723
	Iteration 20F: 3 clusters Score -2673722 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2673750.000000 Penalty: 4986.365723
	Iteration 21Q: 3 clusters Score -2673750 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2673778.250000 Penalty: 4986.365723
	Iteration 22Q: 3 clusters Score -2673778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2673810.250000 Penalty: 4986.365723
	Iteration 23Q: 3 clusters Score -2673810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2673835.250000 Penalty: 4986.365723
	Iteration 24Q: 3 clusters Score -2673835 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2673857.500000 Penalty: 4986.365723
	Iteration 25Q: 3 clusters Score -2673858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2673883.750000 Penalty: 4986.365723
	Iteration 26Q: 3 clusters Score -2673884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2673908.250000 Penalty: 4986.365723
	Iteration 27Q: 3 clusters Score -2673908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2673921.500000 Penalty: 4986.365723
	Iteration 28Q: 3 clusters Score -2673922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2673951.500000 Penalty: 4986.365723
	Iteration 29Q: 3 clusters Score -2673952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2673973.750000 Penalty: 4986.365723
	Iteration 30Q: 3 clusters Score -2673974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2674004.750000 Penalty: 4986.365723
	Iteration 31Q: 3 clusters Score -2674005 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2674035.750000 Penalty: 4986.365723
	Iteration 32Q: 3 clusters Score -2674036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2674045.750000 Penalty: 4986.365723
	Iteration 33Q: 3 clusters Score -2674046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2674070.250000 Penalty: 4986.365723
	Iteration 34Q: 3 clusters Score -2674070 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2674104.750000 Penalty: 4986.365723
	Iteration 35Q: 3 clusters Score -2674105 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2674128.000000 Penalty: 4986.365723
	Iteration 36Q: 3 clusters Score -2674128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2674138.000000 Penalty: 4986.365723
	Iteration 37Q: 3 clusters Score -2674138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2674161.250000 Penalty: 4986.365723
	Iteration 38Q: 3 clusters Score -2674161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2674186.500000 Penalty: 4986.365723
	Iteration 39Q: 3 clusters Score -2674186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2674199.750000 Penalty: 4986.365723
	Iteration 40F: 3 clusters Score -2674200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2674206.250000 Penalty: 4986.365723
	Iteration 41Q: 3 clusters Score -2674206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2674219.750000 Penalty: 4986.365723
	Iteration 42Q: 3 clusters Score -2674220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2674234.000000 Penalty: 4986.365723
	Iteration 43Q: 3 clusters Score -2674234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2674260.750000 Penalty: 4986.365723
	Iteration 44Q: 3 clusters Score -2674261 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2674285.250000 Penalty: 4986.365723
	Iteration 45Q: 3 clusters Score -2674285 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2674296.500000 Penalty: 4986.365723
	Iteration 46Q: 3 clusters Score -2674296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2674316.000000 Penalty: 4986.365723
	Iteration 47Q: 3 clusters Score -2674316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2674332.500000 Penalty: 4986.365723
	Iteration 48Q: 3 clusters Score -2674332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2674363.250000 Penalty: 4986.365723
	Iteration 49Q: 3 clusters Score -2674363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2674373.000000 Penalty: 4986.365723
	Iteration 50Q: 3 clusters Score -2674373 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2674384.750000 Penalty: 4986.365723
	Iteration 51Q: 3 clusters Score -2674385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2674406.750000 Penalty: 4986.365723
	Iteration 52Q: 3 clusters Score -2674407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2674426.000000 Penalty: 4986.365723
	Iteration 53Q: 3 clusters Score -2674426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2674431.500000 Penalty: 4986.365723
	Iteration 54Q: 3 clusters Score -2674432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2674464.000000 Penalty: 4986.365723
	Iteration 55Q: 3 clusters Score -2674464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2674483.000000 Penalty: 4986.365723
	Iteration 56Q: 3 clusters Score -2674483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2674511.500000 Penalty: 4986.365723
	Iteration 57Q: 3 clusters Score -2674512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2674548.000000 Penalty: 4986.365723
	Iteration 58Q: 3 clusters Score -2674548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2674567.000000 Penalty: 4986.365723
	Iteration 59Q: 3 clusters Score -2674567 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2674584.750000 Penalty: 4986.365723
	Iteration 60F: 3 clusters Score -2674585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2674623.000000 Penalty: 4986.365723
	Iteration 61Q: 3 clusters Score -2674623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2674665.000000 Penalty: 4986.365723
	Iteration 62Q: 3 clusters Score -2674665 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2674697.500000 Penalty: 4986.365723
	Iteration 63Q: 3 clusters Score -2674698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2674723.500000 Penalty: 4986.365723
	Iteration 64Q: 3 clusters Score -2674724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2674771.000000 Penalty: 4986.365723
	Iteration 65Q: 3 clusters Score -2674771 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2674807.500000 Penalty: 4986.365723
	Iteration 66Q: 3 clusters Score -2674808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2674838.750000 Penalty: 4986.365723
	Iteration 67Q: 3 clusters Score -2674839 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2674860.750000 Penalty: 4986.365723
	Iteration 68Q: 3 clusters Score -2674861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2674914.500000 Penalty: 4986.365723
	Iteration 69Q: 3 clusters Score -2674914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2674946.250000 Penalty: 4986.365723
	Iteration 70Q: 3 clusters Score -2674946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2674975.750000 Penalty: 4986.365723
	Iteration 71Q: 3 clusters Score -2674976 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2675000.250000 Penalty: 4986.365723
	Iteration 72Q: 3 clusters Score -2675000 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2675020.500000 Penalty: 4986.365723
	Iteration 73Q: 3 clusters Score -2675020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2675055.750000 Penalty: 4986.365723
	Iteration 74Q: 3 clusters Score -2675056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2675076.750000 Penalty: 4986.365723
	Iteration 75Q: 3 clusters Score -2675077 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2675097.500000 Penalty: 4986.365723
	Iteration 76Q: 3 clusters Score -2675098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2675126.250000 Penalty: 4986.365723
	Iteration 77Q: 3 clusters Score -2675126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2675143.250000 Penalty: 4986.365723
	Iteration 78Q: 3 clusters Score -2675143 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2675171.000000 Penalty: 4986.365723
	Iteration 79Q: 3 clusters Score -2675171 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2675198.250000 Penalty: 4986.365723
	Iteration 80F: 3 clusters Score -2675198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2675215.000000 Penalty: 4986.365723
	Iteration 81Q: 3 clusters Score -2675215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2675254.750000 Penalty: 4986.365723
	Iteration 82Q: 3 clusters Score -2675255 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2675295.500000 Penalty: 4986.365723
	Iteration 83Q: 3 clusters Score -2675296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2675313.750000 Penalty: 4986.365723
	Iteration 84Q: 3 clusters Score -2675314 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2675338.000000 Penalty: 4986.365723
	Iteration 85Q: 3 clusters Score -2675338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2675359.750000 Penalty: 4986.365723
	Iteration 86Q: 3 clusters Score -2675360 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2675394.750000 Penalty: 4986.365723
	Iteration 87Q: 3 clusters Score -2675395 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2675415.250000 Penalty: 4986.365723
	Iteration 88Q: 3 clusters Score -2675415 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2675436.250000 Penalty: 4986.365723
	Iteration 89Q: 3 clusters Score -2675436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2675457.750000 Penalty: 4986.365723
	Iteration 90Q: 3 clusters Score -2675458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2675484.500000 Penalty: 4986.365723
	Iteration 91Q: 3 clusters Score -2675484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2675502.750000 Penalty: 4986.365723
	Iteration 92Q: 3 clusters Score -2675503 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2675532.750000 Penalty: 4986.365723
	Iteration 93Q: 3 clusters Score -2675533 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2675559.000000 Penalty: 4986.365723
	Iteration 94Q: 3 clusters Score -2675559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2675591.000000 Penalty: 4986.365723
	Iteration 95Q: 3 clusters Score -2675591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2675614.000000 Penalty: 4986.365723
	Iteration 96Q: 3 clusters Score -2675614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2675632.500000 Penalty: 4986.365723
	Iteration 97Q: 3 clusters Score -2675632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2675650.500000 Penalty: 4986.365723
	Iteration 98Q: 3 clusters Score -2675650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2675667.250000 Penalty: 4986.365723
	Iteration 99Q: 3 clusters Score -2675667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2675680.000000 Penalty: 4986.365723
	Iteration 100F: 3 clusters Score -2675680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2675683.750000 Penalty: 4986.365723
	Iteration 101Q: 3 clusters Score -2675684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2675707.750000 Penalty: 4986.365723
	Iteration 102Q: 3 clusters Score -2675708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2675727.750000 Penalty: 4986.365723
	Iteration 103Q: 3 clusters Score -2675728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2675744.000000 Penalty: 4986.365723
	Iteration 104Q: 3 clusters Score -2675744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2675761.250000 Penalty: 4986.365723
	Iteration 105Q: 3 clusters Score -2675761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2675786.750000 Penalty: 4986.365723
	Iteration 106Q: 3 clusters Score -2675787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2675812.250000 Penalty: 4986.365723
	Iteration 107Q: 3 clusters Score -2675812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2675826.500000 Penalty: 4986.365723
	Iteration 108Q: 3 clusters Score -2675826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2675846.500000 Penalty: 4986.365723
	Iteration 109Q: 3 clusters Score -2675846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2675865.000000 Penalty: 4986.365723
	Iteration 110Q: 3 clusters Score -2675865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2675876.000000 Penalty: 4986.365723
	Iteration 111Q: 3 clusters Score -2675876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2675895.000000 Penalty: 4986.365723
	Iteration 112Q: 3 clusters Score -2675895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2675923.000000 Penalty: 4986.365723
	Iteration 113Q: 3 clusters Score -2675923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2675947.500000 Penalty: 4986.365723
	Iteration 114Q: 3 clusters Score -2675948 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2675980.750000 Penalty: 4986.365723
	Iteration 115Q: 3 clusters Score -2675981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2675999.000000 Penalty: 4986.365723
	Iteration 116Q: 3 clusters Score -2675999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2676023.750000 Penalty: 4986.365723
	Iteration 117Q: 3 clusters Score -2676024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2676041.250000 Penalty: 4986.365723
	Iteration 118Q: 3 clusters Score -2676041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2676057.250000 Penalty: 4986.365723
	Iteration 119Q: 3 clusters Score -2676057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2676071.750000 Penalty: 4986.365723
	Iteration 120F: 3 clusters Score -2676072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2676085.000000 Penalty: 4986.365723
	Iteration 121Q: 3 clusters Score -2676085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2676101.750000 Penalty: 4986.365723
	Iteration 122Q: 3 clusters Score -2676102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2676106.500000 Penalty: 4986.365723
	Iteration 123Q: 3 clusters Score -2676106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2676126.250000 Penalty: 4986.365723
	Iteration 124Q: 3 clusters Score -2676126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2676142.750000 Penalty: 4986.365723
	Iteration 125Q: 3 clusters Score -2676143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2676167.000000 Penalty: 4986.365723
	Iteration 126Q: 3 clusters Score -2676167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2676167.500000 Penalty: 4986.365723
	Iteration 127Q: 3 clusters Score -2676168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2676180.500000 Penalty: 4986.365723
	Iteration 128Q: 3 clusters Score -2676180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2676192.500000 Penalty: 4986.365723
	Iteration 129Q: 3 clusters Score -2676192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2676203.750000 Penalty: 4986.365723
	Iteration 130Q: 3 clusters Score -2676204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2676202.750000 Penalty: 4986.365723
	Iteration 131Q: 3 clusters Score -2676203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2676207.000000 Penalty: 4986.365723
	Iteration 132Q: 3 clusters Score -2676207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2676215.000000 Penalty: 4986.365723
	Iteration 133Q: 3 clusters Score -2676215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2676219.250000 Penalty: 4986.365723
	Iteration 134Q: 3 clusters Score -2676219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2676223.250000 Penalty: 4986.365723
	Iteration 135Q: 3 clusters Score -2676223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2676232.250000 Penalty: 4986.365723
	Iteration 136Q: 3 clusters Score -2676232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2676236.250000 Penalty: 4986.365723
	Iteration 137Q: 3 clusters Score -2676236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2676235.500000 Penalty: 4986.365723
	Iteration 138Q: 3 clusters Score -2676236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2676234.250000 Penalty: 4986.365723
	Iteration 139Q: 3 clusters Score -2676234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2676234.000000 Penalty: 4986.365723
	Iteration 140F: 3 clusters Score -2676234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2676236.500000 Penalty: 4986.365723
	Iteration 141Q: 3 clusters Score -2676236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2676236.750000 Penalty: 4986.365723
	Iteration 142Q: 3 clusters Score -2676237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2676233.250000 Penalty: 4986.365723
	Iteration 143Q: 3 clusters Score -2676233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2676233.250000 Penalty: 4986.365723
	Iteration 144F: 3 clusters Score -2676233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Entering Unmasked Estep 
Score: -3713635.250000 Penalty: 2601.277344
	Iteration 0F: 2 clusters Score -3713635 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 18042 members 
Entering Unmasked Estep 
Score: -3689293.250000 Penalty: 5202.554688
	Iteration 0F: 3 clusters Score -3689293 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3698429.250000 Penalty: 5202.554688
	Iteration 1F: 3 clusters Score -3698429 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3699117.500000 Penalty: 5202.554688
	Iteration 2F: 3 clusters Score -3699118 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3699936.000000 Penalty: 5202.554688
	Iteration 3F: 3 clusters Score -3699936 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3700763.750000 Penalty: 5202.554688
	Iteration 4F: 3 clusters Score -3700764 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3701584.500000 Penalty: 5202.554688
	Iteration 5F: 3 clusters Score -3701584 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3702512.000000 Penalty: 5202.554688
	Iteration 6F: 3 clusters Score -3702512 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3703537.750000 Penalty: 5202.554688
	Iteration 7F: 3 clusters Score -3703538 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3704678.750000 Penalty: 5202.554688
	Iteration 8F: 3 clusters Score -3704679 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3705900.250000 Penalty: 5202.554688
	Iteration 9Q: 3 clusters Score -3705900 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3707103.500000 Penalty: 5202.554688
	Iteration 10Q: 3 clusters Score -3707104 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3708202.750000 Penalty: 5202.554688
	Iteration 11Q: 3 clusters Score -3708203 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3709107.000000 Penalty: 5202.554688
	Iteration 12Q: 3 clusters Score -3709107 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3709824.750000 Penalty: 5202.554688
	Iteration 13Q: 3 clusters Score -3709825 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3710412.000000 Penalty: 5202.554688
	Iteration 14Q: 3 clusters Score -3710412 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3710898.500000 Penalty: 5202.554688
	Iteration 15Q: 3 clusters Score -3710898 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3711217.750000 Penalty: 5202.554688
	Iteration 16Q: 3 clusters Score -3711218 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3711446.000000 Penalty: 5202.554688
	Iteration 17Q: 3 clusters Score -3711446 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3711641.750000 Penalty: 5202.554688
	Iteration 18Q: 3 clusters Score -3711642 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3711800.000000 Penalty: 5202.554688
	Iteration 19Q: 3 clusters Score -3711800 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -3711936.750000 Penalty: 5202.554688
	Iteration 20F: 3 clusters Score -3711937 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3712052.250000 Penalty: 5202.554688
	Iteration 21Q: 3 clusters Score -3712052 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3712159.000000 Penalty: 5202.554688
	Iteration 22Q: 3 clusters Score -3712159 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3712260.750000 Penalty: 5202.554688
	Iteration 23Q: 3 clusters Score -3712261 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3712324.750000 Penalty: 5202.554688
	Iteration 24Q: 3 clusters Score -3712325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3712398.750000 Penalty: 5202.554688
	Iteration 25Q: 3 clusters Score -3712399 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3712455.500000 Penalty: 5202.554688
	Iteration 26Q: 3 clusters Score -3712456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3712486.000000 Penalty: 5202.554688
	Iteration 27Q: 3 clusters Score -3712486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -3712538.500000 Penalty: 5202.554688
	Iteration 28Q: 3 clusters Score -3712538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3712574.250000 Penalty: 5202.554688
	Iteration 29Q: 3 clusters Score -3712574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3712616.250000 Penalty: 5202.554688
	Iteration 30Q: 3 clusters Score -3712616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3712655.250000 Penalty: 5202.554688
	Iteration 31Q: 3 clusters Score -3712655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -3712683.500000 Penalty: 5202.554688
	Iteration 32Q: 3 clusters Score -3712684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -3712706.000000 Penalty: 5202.554688
	Iteration 33Q: 3 clusters Score -3712706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3712712.500000 Penalty: 5202.554688
	Iteration 34Q: 3 clusters Score -3712712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3712733.000000 Penalty: 5202.554688
	Iteration 35Q: 3 clusters Score -3712733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3712760.500000 Penalty: 5202.554688
	Iteration 36Q: 3 clusters Score -3712760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3712769.000000 Penalty: 5202.554688
	Iteration 37Q: 3 clusters Score -3712769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3712782.250000 Penalty: 5202.554688
	Iteration 38Q: 3 clusters Score -3712782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3712788.500000 Penalty: 5202.554688
	Iteration 39Q: 3 clusters Score -3712788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -3712797.250000 Penalty: 5202.554688
	Iteration 40F: 3 clusters Score -3712797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -3712806.000000 Penalty: 5202.554688
	Iteration 41Q: 3 clusters Score -3712806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3712814.750000 Penalty: 5202.554688
	Iteration 42Q: 3 clusters Score -3712815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -3712827.000000 Penalty: 5202.554688
	Iteration 43Q: 3 clusters Score -3712827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -3712829.500000 Penalty: 5202.554688
	Iteration 44Q: 3 clusters Score -3712830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -3712832.750000 Penalty: 5202.554688
	Iteration 45Q: 3 clusters Score -3712833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3712823.250000 Penalty: 5202.554688
	Iteration 46Q: 3 clusters Score -3712823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3712828.750000 Penalty: 5202.554688
	Iteration 47Q: 3 clusters Score -3712829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -3712835.250000 Penalty: 5202.554688
	Iteration 48Q: 3 clusters Score -3712835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3712831.500000 Penalty: 5202.554688
	Iteration 49Q: 3 clusters Score -3712832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -3712834.750000 Penalty: 5202.554688
	Iteration 50Q: 3 clusters Score -3712835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3712839.000000 Penalty: 5202.554688
	Iteration 51Q: 3 clusters Score -3712839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3712839.500000 Penalty: 5202.554688
	Iteration 52Q: 3 clusters Score -3712840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -3712838.500000 Penalty: 5202.554688
	Iteration 53Q: 3 clusters Score -3712838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -3712835.750000 Penalty: 5202.554688
	Iteration 54Q: 3 clusters Score -3712836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3712836.000000 Penalty: 5202.554688
	Iteration 55Q: 3 clusters Score -3712836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3712838.250000 Penalty: 5202.554688
	Iteration 56Q: 3 clusters Score -3712838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3712838.250000 Penalty: 5202.554688
	Iteration 57F: 3 clusters Score -3712838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Entering Unmasked Estep 
Score: -1586749.250000 Penalty: 2371.022461
	Iteration 0F: 2 clusters Score -1586749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1576433.375000 Penalty: 4742.044922
	Iteration 0F: 3 clusters Score -1576433 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1579529.500000 Penalty: 4742.044922
	Iteration 1F: 3 clusters Score -1579530 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1579854.375000 Penalty: 4742.044922
	Iteration 2F: 3 clusters Score -1579854 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1580094.000000 Penalty: 4742.044922
	Iteration 3Q: 3 clusters Score -1580094 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1580323.875000 Penalty: 4742.044922
	Iteration 4Q: 3 clusters Score -1580324 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1580560.000000 Penalty: 4742.044922
	Iteration 5Q: 3 clusters Score -1580560 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1580852.375000 Penalty: 4742.044922
	Iteration 6Q: 3 clusters Score -1580852 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1581195.875000 Penalty: 4742.044922
	Iteration 7Q: 3 clusters Score -1581196 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1581585.250000 Penalty: 4742.044922
	Iteration 8Q: 3 clusters Score -1581585 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1582061.000000 Penalty: 4742.044922
	Iteration 9Q: 3 clusters Score -1582061 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1582567.375000 Penalty: 4742.044922
	Iteration 10Q: 3 clusters Score -1582567 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1583034.750000 Penalty: 4742.044922
	Iteration 11Q: 3 clusters Score -1583035 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1583461.000000 Penalty: 4742.044922
	Iteration 12Q: 3 clusters Score -1583461 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1583832.500000 Penalty: 4742.044922
	Iteration 13Q: 3 clusters Score -1583832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1584115.500000 Penalty: 4742.044922
	Iteration 14Q: 3 clusters Score -1584116 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1584318.625000 Penalty: 4742.044922
	Iteration 15Q: 3 clusters Score -1584319 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1584428.375000 Penalty: 4742.044922
	Iteration 16Q: 3 clusters Score -1584428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1584501.250000 Penalty: 4742.044922
	Iteration 17Q: 3 clusters Score -1584501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1584552.125000 Penalty: 4742.044922
	Iteration 18Q: 3 clusters Score -1584552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1584596.625000 Penalty: 4742.044922
	Iteration 19Q: 3 clusters Score -1584597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1584634.750000 Penalty: 4742.044922
	Iteration 20F: 3 clusters Score -1584635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1584664.750000 Penalty: 4742.044922
	Iteration 21Q: 3 clusters Score -1584665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1584676.750000 Penalty: 4742.044922
	Iteration 22Q: 3 clusters Score -1584677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1584685.125000 Penalty: 4742.044922
	Iteration 23Q: 3 clusters Score -1584685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1584698.000000 Penalty: 4742.044922
	Iteration 24Q: 3 clusters Score -1584698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1584708.500000 Penalty: 4742.044922
	Iteration 25Q: 3 clusters Score -1584708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1584716.375000 Penalty: 4742.044922
	Iteration 26Q: 3 clusters Score -1584716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1584724.500000 Penalty: 4742.044922
	Iteration 27Q: 3 clusters Score -1584724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1584727.250000 Penalty: 4742.044922
	Iteration 28Q: 3 clusters Score -1584727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1584728.750000 Penalty: 4742.044922
	Iteration 29Q: 3 clusters Score -1584729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1584730.375000 Penalty: 4742.044922
	Iteration 30Q: 3 clusters Score -1584730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1584731.000000 Penalty: 4742.044922
	Iteration 31Q: 3 clusters Score -1584731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1584732.750000 Penalty: 4742.044922
	Iteration 32Q: 3 clusters Score -1584733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1584732.750000 Penalty: 4742.044922
	Iteration 33F: 3 clusters Score -1584733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -230715.796875 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -230715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -227992.718750 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -227992.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228486.218750 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -228486.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -228629.953125 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -228630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -228708.218750 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -228708.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -228761.421875 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -228761.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -228795.921875 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -228795.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -228831.343750 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -228831.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228867.218750 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -228867.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228896.343750 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -228896.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -228923.546875 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -228923.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -228949.328125 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -228949.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -228974.656250 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -228974.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -229000.281250 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -229000.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -229021.531250 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -229021.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -229038.671875 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -229038.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229055.906250 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -229055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229078.453125 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -229078.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -229106.046875 Penalty: 3799.884033
	Iteration 17Q: 3 clusters Score -229106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -229130.140625 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -229130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -229146.390625 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -229146.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -229167.640625 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -229167.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -229207.812500 Penalty: 3799.884033
	Iteration 21Q: 3 clusters Score -229207.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -229264.484375 Penalty: 3799.884033
	Iteration 22Q: 3 clusters Score -229264.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -229303.562500 Penalty: 3799.884033
	Iteration 23Q: 3 clusters Score -229303.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -229332.000000 Penalty: 3799.884033
	Iteration 24Q: 3 clusters Score -229332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -229364.296875 Penalty: 3799.884033
	Iteration 25Q: 3 clusters Score -229364.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -229405.593750 Penalty: 3799.884033
	Iteration 26Q: 3 clusters Score -229405.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -229447.015625 Penalty: 3799.884033
	Iteration 27Q: 3 clusters Score -229447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -229479.453125 Penalty: 3799.884033
	Iteration 28Q: 3 clusters Score -229479.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -229514.765625 Penalty: 3799.884033
	Iteration 29Q: 3 clusters Score -229514.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -229536.218750 Penalty: 3799.884033
	Iteration 30Q: 3 clusters Score -229536.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -229558.140625 Penalty: 3799.884033
	Iteration 31Q: 3 clusters Score -229558.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -229569.921875 Penalty: 3799.884033
	Iteration 32Q: 3 clusters Score -229569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229578.328125 Penalty: 3799.884033
	Iteration 33Q: 3 clusters Score -229578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229582.250000 Penalty: 3799.884033
	Iteration 34Q: 3 clusters Score -229582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -229585.609375 Penalty: 3799.884033
	Iteration 35Q: 3 clusters Score -229585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -229588.281250 Penalty: 3799.884033
	Iteration 36Q: 3 clusters Score -229588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229590.265625 Penalty: 3799.884033
	Iteration 37Q: 3 clusters Score -229590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -229593.203125 Penalty: 3799.884033
	Iteration 38Q: 3 clusters Score -229593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -229595.453125 Penalty: 3799.884033
	Iteration 39Q: 3 clusters Score -229595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -229599.843750 Penalty: 3799.884033
	Iteration 40F: 3 clusters Score -229599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -229603.562500 Penalty: 3799.884033
	Iteration 41Q: 3 clusters Score -229603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229612.000000 Penalty: 3799.884033
	Iteration 42Q: 3 clusters Score -229612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -229617.015625 Penalty: 3799.884033
	Iteration 43Q: 3 clusters Score -229617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229620.734375 Penalty: 3799.884033
	Iteration 44Q: 3 clusters Score -229620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229623.359375 Penalty: 3799.884033
	Iteration 45Q: 3 clusters Score -229623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229625.218750 Penalty: 3799.884033
	Iteration 46Q: 3 clusters Score -229625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229625.218750 Penalty: 3799.884033
	Iteration 47F: 3 clusters Score -229625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Entering Unmasked Estep 
Score: -1835833.875000 Penalty: 2401.854248
	Iteration 0F: 2 clusters Score -1835834 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 8110 members 
Entering Unmasked Estep 
Score: -1824155.375000 Penalty: 4803.708496
	Iteration 0F: 3 clusters Score -1824155 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1827913.875000 Penalty: 4803.708496
	Iteration 1F: 3 clusters Score -1827914 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1828264.625000 Penalty: 4803.708496
	Iteration 2F: 3 clusters Score -1828265 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1828564.875000 Penalty: 4803.708496
	Iteration 3Q: 3 clusters Score -1828565 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1828826.375000 Penalty: 4803.708496
	Iteration 4Q: 3 clusters Score -1828826 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1829087.000000 Penalty: 4803.708496
	Iteration 5Q: 3 clusters Score -1829087 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1829365.125000 Penalty: 4803.708496
	Iteration 6Q: 3 clusters Score -1829365 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1829718.000000 Penalty: 4803.708496
	Iteration 7Q: 3 clusters Score -1829718 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1830141.250000 Penalty: 4803.708496
	Iteration 8Q: 3 clusters Score -1830141 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1830676.250000 Penalty: 4803.708496
	Iteration 9Q: 3 clusters Score -1830676 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1831295.875000 Penalty: 4803.708496
	Iteration 10F: 3 clusters Score -1831296 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1831923.000000 Penalty: 4803.708496
	Iteration 11Q: 3 clusters Score -1831923 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1832499.375000 Penalty: 4803.708496
	Iteration 12Q: 3 clusters Score -1832499 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1832950.875000 Penalty: 4803.708496
	Iteration 13Q: 3 clusters Score -1832951 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1833285.500000 Penalty: 4803.708496
	Iteration 14Q: 3 clusters Score -1833286 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1833483.000000 Penalty: 4803.708496
	Iteration 15Q: 3 clusters Score -1833483 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1833582.125000 Penalty: 4803.708496
	Iteration 16Q: 3 clusters Score -1833582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1833644.500000 Penalty: 4803.708496
	Iteration 17Q: 3 clusters Score -1833644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1833682.375000 Penalty: 4803.708496
	Iteration 18Q: 3 clusters Score -1833682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1833703.125000 Penalty: 4803.708496
	Iteration 19Q: 3 clusters Score -1833703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1833721.000000 Penalty: 4803.708496
	Iteration 20F: 3 clusters Score -1833721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1833737.000000 Penalty: 4803.708496
	Iteration 21Q: 3 clusters Score -1833737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1833747.250000 Penalty: 4803.708496
	Iteration 22Q: 3 clusters Score -1833747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1833752.625000 Penalty: 4803.708496
	Iteration 23Q: 3 clusters Score -1833753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1833761.125000 Penalty: 4803.708496
	Iteration 24Q: 3 clusters Score -1833761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1833766.375000 Penalty: 4803.708496
	Iteration 25Q: 3 clusters Score -1833766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1833766.125000 Penalty: 4803.708496
	Iteration 26Q: 3 clusters Score -1833766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1833767.375000 Penalty: 4803.708496
	Iteration 27Q: 3 clusters Score -1833767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1833772.625000 Penalty: 4803.708496
	Iteration 28Q: 3 clusters Score -1833773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1833776.250000 Penalty: 4803.708496
	Iteration 29Q: 3 clusters Score -1833776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1833782.750000 Penalty: 4803.708496
	Iteration 30Q: 3 clusters Score -1833783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1833788.000000 Penalty: 4803.708496
	Iteration 31Q: 3 clusters Score -1833788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1833791.375000 Penalty: 4803.708496
	Iteration 32Q: 3 clusters Score -1833791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1833791.375000 Penalty: 4803.708496
	Iteration 33F: 3 clusters Score -1833791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -317274.625000 Penalty: 1969.441284
	Iteration 0F: 2 clusters Score -317274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -314169.000000 Penalty: 3938.882568
	Iteration 0F: 3 clusters Score -314169 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -314744.468750 Penalty: 3938.882568
	Iteration 1F: 3 clusters Score -314744.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -314885.843750 Penalty: 3938.882568
	Iteration 2F: 3 clusters Score -314885.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -314954.687500 Penalty: 3938.882568
	Iteration 3Q: 3 clusters Score -314954.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -314992.562500 Penalty: 3938.882568
	Iteration 4Q: 3 clusters Score -314992.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -315017.531250 Penalty: 3938.882568
	Iteration 5Q: 3 clusters Score -315017.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315041.718750 Penalty: 3938.882568
	Iteration 6Q: 3 clusters Score -315041.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -315061.312500 Penalty: 3938.882568
	Iteration 7Q: 3 clusters Score -315061.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -315072.375000 Penalty: 3938.882568
	Iteration 8Q: 3 clusters Score -315072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315081.218750 Penalty: 3938.882568
	Iteration 9Q: 3 clusters Score -315081.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -315091.218750 Penalty: 3938.882568
	Iteration 10Q: 3 clusters Score -315091.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -315096.281250 Penalty: 3938.882568
	Iteration 11Q: 3 clusters Score -315096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -315103.062500 Penalty: 3938.882568
	Iteration 12Q: 3 clusters Score -315103.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -315108.718750 Penalty: 3938.882568
	Iteration 13Q: 3 clusters Score -315108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -315110.093750 Penalty: 3938.882568
	Iteration 14Q: 3 clusters Score -315110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -315111.093750 Penalty: 3938.882568
	Iteration 15Q: 3 clusters Score -315111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -315111.625000 Penalty: 3938.882568
	Iteration 16Q: 3 clusters Score -315111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315111.937500 Penalty: 3938.882568
	Iteration 17Q: 3 clusters Score -315111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315111.937500 Penalty: 3938.882568
	Iteration 18F: 3 clusters Score -315111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (110986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110986 members 
Entering Unmasked Estep 
Score: -12549046.000000 Penalty: 2881.055420
	Iteration 0F: 2 clusters Score -1.254905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -12474488.000000 Penalty: 5762.110840
	Iteration 0F: 3 clusters Score -1.247449e+07 nChanged 52888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -12504609.000000 Penalty: 5762.110840
	Iteration 1F: 3 clusters Score -1.250461e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -12505387.000000 Penalty: 5762.110840
	Iteration 2Q: 3 clusters Score -1.250539e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -12506519.000000 Penalty: 5762.110840
	Iteration 3Q: 3 clusters Score -1.250652e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -12508057.000000 Penalty: 5762.110840
	Iteration 4Q: 3 clusters Score -1.250806e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -12510376.000000 Penalty: 5762.110840
	Iteration 5Q: 3 clusters Score -1.251038e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -12513393.000000 Penalty: 5762.110840
	Iteration 6F: 3 clusters Score -1.251339e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -12516657.000000 Penalty: 5762.110840
	Iteration 7F: 3 clusters Score -1.251666e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -12519525.000000 Penalty: 5762.110840
	Iteration 8F: 3 clusters Score -1.251952e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -12521553.000000 Penalty: 5762.110840
	Iteration 9Q: 3 clusters Score -1.252155e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -12522950.000000 Penalty: 5762.110840
	Iteration 10Q: 3 clusters Score -1.252295e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -12523875.000000 Penalty: 5762.110840
	Iteration 11Q: 3 clusters Score -1.252388e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -12524492.000000 Penalty: 5762.110840
	Iteration 12Q: 3 clusters Score -1.252449e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -12525005.000000 Penalty: 5762.110840
	Iteration 13Q: 3 clusters Score -1.2525e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -12525573.000000 Penalty: 5762.110840
	Iteration 14Q: 3 clusters Score -1.252557e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -12526228.000000 Penalty: 5762.110840
	Iteration 15Q: 3 clusters Score -1.252623e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -12527004.000000 Penalty: 5762.110840
	Iteration 16Q: 3 clusters Score -1.2527e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -12528231.000000 Penalty: 5762.110840
	Iteration 17Q: 3 clusters Score -1.252823e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -12529747.000000 Penalty: 5762.110840
	Iteration 18Q: 3 clusters Score -1.252975e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -12531683.000000 Penalty: 5762.110840
	Iteration 19Q: 3 clusters Score -1.253168e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -12534040.000000 Penalty: 5762.110840
	Iteration 20F: 3 clusters Score -1.253404e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -12536709.000000 Penalty: 5762.110840
	Iteration 21Q: 3 clusters Score -1.253671e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 98185 members 
Entering Unmasked Estep 
Score: -12539330.000000 Penalty: 5762.110840
	Iteration 22Q: 3 clusters Score -1.253933e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -12541554.000000 Penalty: 5762.110840
	Iteration 23Q: 3 clusters Score -1.254155e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 104928 members 
Entering Unmasked Estep 
Score: -12543233.000000 Penalty: 5762.110840
	Iteration 24Q: 3 clusters Score -1.254323e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -12544468.000000 Penalty: 5762.110840
	Iteration 25Q: 3 clusters Score -1.254447e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -12545202.000000 Penalty: 5762.110840
	Iteration 26Q: 3 clusters Score -1.25452e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -12545685.000000 Penalty: 5762.110840
	Iteration 27Q: 3 clusters Score -1.254568e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -12545980.000000 Penalty: 5762.110840
	Iteration 28Q: 3 clusters Score -1.254598e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -12546157.000000 Penalty: 5762.110840
	Iteration 29Q: 3 clusters Score -1.254616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -12546276.000000 Penalty: 5762.110840
	Iteration 30Q: 3 clusters Score -1.254628e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -12546356.000000 Penalty: 5762.110840
	Iteration 31Q: 3 clusters Score -1.254636e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -12546391.000000 Penalty: 5762.110840
	Iteration 32Q: 3 clusters Score -1.254639e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -12546426.000000 Penalty: 5762.110840
	Iteration 33Q: 3 clusters Score -1.254643e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -12546460.000000 Penalty: 5762.110840
	Iteration 34Q: 3 clusters Score -1.254646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -12546483.000000 Penalty: 5762.110840
	Iteration 35Q: 3 clusters Score -1.254648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -12546509.000000 Penalty: 5762.110840
	Iteration 36Q: 3 clusters Score -1.254651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -12546535.000000 Penalty: 5762.110840
	Iteration 37Q: 3 clusters Score -1.254654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -12546542.000000 Penalty: 5762.110840
	Iteration 38Q: 3 clusters Score -1.254654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -12546562.000000 Penalty: 5762.110840
	Iteration 39Q: 3 clusters Score -1.254656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 110319 members 
Entering Unmasked Estep 
Score: -12546560.000000 Penalty: 5762.110840
	Iteration 40F: 3 clusters Score -1.254656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 110326 members 
Entering Unmasked Estep 
Score: -12546579.000000 Penalty: 5762.110840
	Iteration 41Q: 3 clusters Score -1.254658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -12546575.000000 Penalty: 5762.110840
	Iteration 42Q: 3 clusters Score -1.254658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -12546580.000000 Penalty: 5762.110840
	Iteration 43Q: 3 clusters Score -1.254658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -12546580.000000 Penalty: 5762.110840
	Iteration 44Q: 3 clusters Score -1.254658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -12546579.000000 Penalty: 5762.110840
	Iteration 45Q: 3 clusters Score -1.254658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -12546582.000000 Penalty: 5762.110840
	Iteration 46Q: 3 clusters Score -1.254658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -12546580.000000 Penalty: 5762.110840
	Iteration 47Q: 3 clusters Score -1.254658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -12546584.000000 Penalty: 5762.110840
	Iteration 48Q: 3 clusters Score -1.254658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -12546595.000000 Penalty: 5762.110840
	Iteration 49Q: 3 clusters Score -1.25466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -12546596.000000 Penalty: 5762.110840
	Iteration 50Q: 3 clusters Score -1.25466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -12546593.000000 Penalty: 5762.110840
	Iteration 51Q: 3 clusters Score -1.254659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -12546593.000000 Penalty: 5762.110840
	Iteration 52F: 3 clusters Score -1.254659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -61870.707031 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -61870.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60214.878906 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -60214.88 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60431.031250 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -60431.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60537.851562 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -60537.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60633.925781 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -60633.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60728.250000 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -60728.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60810.679688 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -60810.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60885.105469 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -60885.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61006.558594 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -61006.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61096.968750 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -61096.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61198.000000 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -61198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61315.007812 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -61315.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61428.207031 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -61428.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61473.671875 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -61473.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61509.375000 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -61509.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61546.101562 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -61546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61577.093750 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -61577.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61581.824219 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -61581.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61581.824219 Penalty: 3224.639648
	Iteration 17F: 3 clusters Score -61581.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -954127.312500 Penalty: 2247.853760
	Iteration 0F: 2 clusters Score -954127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -947315.875000 Penalty: 4495.707520
	Iteration 0F: 3 clusters Score -947315.9 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -949169.625000 Penalty: 4495.707520
	Iteration 1F: 3 clusters Score -949169.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -949461.125000 Penalty: 4495.707520
	Iteration 2F: 3 clusters Score -949461.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -949687.500000 Penalty: 4495.707520
	Iteration 3Q: 3 clusters Score -949687.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -949866.187500 Penalty: 4495.707520
	Iteration 4Q: 3 clusters Score -949866.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -950042.500000 Penalty: 4495.707520
	Iteration 5Q: 3 clusters Score -950042.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -950208.812500 Penalty: 4495.707520
	Iteration 6Q: 3 clusters Score -950208.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -950343.000000 Penalty: 4495.707520
	Iteration 7Q: 3 clusters Score -950343 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -950467.937500 Penalty: 4495.707520
	Iteration 8Q: 3 clusters Score -950467.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -950572.062500 Penalty: 4495.707520
	Iteration 9Q: 3 clusters Score -950572.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -950663.125000 Penalty: 4495.707520
	Iteration 10Q: 3 clusters Score -950663.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -950753.937500 Penalty: 4495.707520
	Iteration 11Q: 3 clusters Score -950753.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -950838.937500 Penalty: 4495.707520
	Iteration 12Q: 3 clusters Score -950838.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -950938.000000 Penalty: 4495.707520
	Iteration 13Q: 3 clusters Score -950938 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -951037.437500 Penalty: 4495.707520
	Iteration 14Q: 3 clusters Score -951037.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -951136.125000 Penalty: 4495.707520
	Iteration 15Q: 3 clusters Score -951136.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -951235.562500 Penalty: 4495.707520
	Iteration 16Q: 3 clusters Score -951235.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -951341.125000 Penalty: 4495.707520
	Iteration 17Q: 3 clusters Score -951341.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -951441.250000 Penalty: 4495.707520
	Iteration 18Q: 3 clusters Score -951441.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -951542.000000 Penalty: 4495.707520
	Iteration 19Q: 3 clusters Score -951542 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -951640.312500 Penalty: 4495.707520
	Iteration 20F: 3 clusters Score -951640.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -951719.562500 Penalty: 4495.707520
	Iteration 21Q: 3 clusters Score -951719.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -951785.500000 Penalty: 4495.707520
	Iteration 22Q: 3 clusters Score -951785.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -951862.375000 Penalty: 4495.707520
	Iteration 23Q: 3 clusters Score -951862.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -951935.250000 Penalty: 4495.707520
	Iteration 24Q: 3 clusters Score -951935.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -951998.500000 Penalty: 4495.707520
	Iteration 25Q: 3 clusters Score -951998.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -952060.125000 Penalty: 4495.707520
	Iteration 26Q: 3 clusters Score -952060.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -952124.250000 Penalty: 4495.707520
	Iteration 27Q: 3 clusters Score -952124.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -952160.187500 Penalty: 4495.707520
	Iteration 28Q: 3 clusters Score -952160.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -952185.875000 Penalty: 4495.707520
	Iteration 29Q: 3 clusters Score -952185.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -952205.187500 Penalty: 4495.707520
	Iteration 30Q: 3 clusters Score -952205.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -952221.437500 Penalty: 4495.707520
	Iteration 31Q: 3 clusters Score -952221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -952235.125000 Penalty: 4495.707520
	Iteration 32Q: 3 clusters Score -952235.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -952243.812500 Penalty: 4495.707520
	Iteration 33Q: 3 clusters Score -952243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -952260.437500 Penalty: 4495.707520
	Iteration 34Q: 3 clusters Score -952260.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -952273.937500 Penalty: 4495.707520
	Iteration 35Q: 3 clusters Score -952273.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -952284.062500 Penalty: 4495.707520
	Iteration 36Q: 3 clusters Score -952284.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -952295.562500 Penalty: 4495.707520
	Iteration 37Q: 3 clusters Score -952295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -952300.250000 Penalty: 4495.707520
	Iteration 38Q: 3 clusters Score -952300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -952310.875000 Penalty: 4495.707520
	Iteration 39Q: 3 clusters Score -952310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -952318.000000 Penalty: 4495.707520
	Iteration 40F: 3 clusters Score -952318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -952320.250000 Penalty: 4495.707520
	Iteration 41Q: 3 clusters Score -952320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -952321.687500 Penalty: 4495.707520
	Iteration 42Q: 3 clusters Score -952321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -952322.750000 Penalty: 4495.707520
	Iteration 43Q: 3 clusters Score -952322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -952324.437500 Penalty: 4495.707520
	Iteration 44Q: 3 clusters Score -952324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -952326.312500 Penalty: 4495.707520
	Iteration 45Q: 3 clusters Score -952326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -952326.375000 Penalty: 4495.707520
	Iteration 46Q: 3 clusters Score -952326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -952327.062500 Penalty: 4495.707520
	Iteration 47Q: 3 clusters Score -952327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -952327.250000 Penalty: 4495.707520
	Iteration 48Q: 3 clusters Score -952327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -952327.312500 Penalty: 4495.707520
	Iteration 49Q: 3 clusters Score -952327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -952329.750000 Penalty: 4495.707520
	Iteration 50Q: 3 clusters Score -952329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -952329.500000 Penalty: 4495.707520
	Iteration 51Q: 3 clusters Score -952329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -952329.500000 Penalty: 4495.707520
	Iteration 52F: 3 clusters Score -952329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -129580.687500 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -129580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127519.640625 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -127519.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127860.976562 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -127861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127965.726562 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -127965.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128012.492188 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -128012.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128053.468750 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -128053.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128078.820312 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -128078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128093.453125 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -128093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128100.523438 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -128100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128102.195312 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -128102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128105.406250 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -128105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128107.210938 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -128107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128110.890625 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -128110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128112.664062 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -128112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128112.664062 Penalty: 3503.696289
	Iteration 13F: 3 clusters Score -128112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Entering Unmasked Estep 
Score: -908778.687500 Penalty: 2223.244629
	Iteration 0F: 2 clusters Score -908778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -902505.000000 Penalty: 4446.489258
	Iteration 0F: 3 clusters Score -902505 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -904152.437500 Penalty: 4446.489258
	Iteration 1F: 3 clusters Score -904152.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -904387.937500 Penalty: 4446.489258
	Iteration 2F: 3 clusters Score -904387.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -904542.375000 Penalty: 4446.489258
	Iteration 3Q: 3 clusters Score -904542.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -904661.625000 Penalty: 4446.489258
	Iteration 4Q: 3 clusters Score -904661.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -904751.687500 Penalty: 4446.489258
	Iteration 5Q: 3 clusters Score -904751.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -904827.750000 Penalty: 4446.489258
	Iteration 6Q: 3 clusters Score -904827.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -904897.125000 Penalty: 4446.489258
	Iteration 7Q: 3 clusters Score -904897.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -904962.750000 Penalty: 4446.489258
	Iteration 8Q: 3 clusters Score -904962.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -905023.937500 Penalty: 4446.489258
	Iteration 9Q: 3 clusters Score -905023.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -905087.562500 Penalty: 4446.489258
	Iteration 10Q: 3 clusters Score -905087.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -905160.500000 Penalty: 4446.489258
	Iteration 11Q: 3 clusters Score -905160.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -905248.187500 Penalty: 4446.489258
	Iteration 12Q: 3 clusters Score -905248.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -905349.062500 Penalty: 4446.489258
	Iteration 13Q: 3 clusters Score -905349.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -905498.500000 Penalty: 4446.489258
	Iteration 14Q: 3 clusters Score -905498.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -905661.125000 Penalty: 4446.489258
	Iteration 15Q: 3 clusters Score -905661.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -905838.687500 Penalty: 4446.489258
	Iteration 16Q: 3 clusters Score -905838.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -906033.750000 Penalty: 4446.489258
	Iteration 17Q: 3 clusters Score -906033.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -906226.687500 Penalty: 4446.489258
	Iteration 18Q: 3 clusters Score -906226.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -906369.625000 Penalty: 4446.489258
	Iteration 19Q: 3 clusters Score -906369.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -906466.687500 Penalty: 4446.489258
	Iteration 20F: 3 clusters Score -906466.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -906535.500000 Penalty: 4446.489258
	Iteration 21Q: 3 clusters Score -906535.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -906613.812500 Penalty: 4446.489258
	Iteration 22Q: 3 clusters Score -906613.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -906667.875000 Penalty: 4446.489258
	Iteration 23Q: 3 clusters Score -906667.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -906705.625000 Penalty: 4446.489258
	Iteration 24Q: 3 clusters Score -906705.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -906730.812500 Penalty: 4446.489258
	Iteration 25Q: 3 clusters Score -906730.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -906746.937500 Penalty: 4446.489258
	Iteration 26Q: 3 clusters Score -906746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -906770.875000 Penalty: 4446.489258
	Iteration 27Q: 3 clusters Score -906770.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -906792.062500 Penalty: 4446.489258
	Iteration 28Q: 3 clusters Score -906792.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -906814.687500 Penalty: 4446.489258
	Iteration 29Q: 3 clusters Score -906814.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -906834.000000 Penalty: 4446.489258
	Iteration 30Q: 3 clusters Score -906834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -906845.062500 Penalty: 4446.489258
	Iteration 31Q: 3 clusters Score -906845.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -906852.312500 Penalty: 4446.489258
	Iteration 32Q: 3 clusters Score -906852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -906858.562500 Penalty: 4446.489258
	Iteration 33Q: 3 clusters Score -906858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -906863.062500 Penalty: 4446.489258
	Iteration 34Q: 3 clusters Score -906863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -906868.437500 Penalty: 4446.489258
	Iteration 35Q: 3 clusters Score -906868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -906868.250000 Penalty: 4446.489258
	Iteration 36Q: 3 clusters Score -906868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -906871.750000 Penalty: 4446.489258
	Iteration 37Q: 3 clusters Score -906871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -906876.187500 Penalty: 4446.489258
	Iteration 38Q: 3 clusters Score -906876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -906877.625000 Penalty: 4446.489258
	Iteration 39Q: 3 clusters Score -906877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -906880.375000 Penalty: 4446.489258
	Iteration 40F: 3 clusters Score -906880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -906880.062500 Penalty: 4446.489258
	Iteration 41Q: 3 clusters Score -906880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -906880.062500 Penalty: 4446.489258
	Iteration 42F: 3 clusters Score -906880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50754.136719 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50754.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49226.328125 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49226.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49434.226562 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49434.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49545.160156 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -49545.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49612.089844 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49612.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49633.542969 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49633.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49657.843750 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -49657.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49668.203125 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -49668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49677.996094 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -49678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49682.695312 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -49682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49685.570312 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -49685.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49685.570312 Penalty: 3082.445557
	Iteration 10F: 3 clusters Score -49685.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32925.535156 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32925.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31593.429688 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31593.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31683.837891 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31683.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31720.802734 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31772.533203 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31772.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31822.083984 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31822.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31862.269531 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31862.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31883.187500 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31883.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31886.417969 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31886.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31888.943359 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -31888.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31888.943359 Penalty: 2895.514160
	Iteration 9F: 3 clusters Score -31888.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Entering Unmasked Estep 
Score: -1739130.000000 Penalty: 2387.694336
	Iteration 0F: 2 clusters Score -1739130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1728205.125000 Penalty: 4775.388672
	Iteration 0F: 3 clusters Score -1728205 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1731734.375000 Penalty: 4775.388672
	Iteration 1F: 3 clusters Score -1731734 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1732301.250000 Penalty: 4775.388672
	Iteration 2F: 3 clusters Score -1732301 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1732841.875000 Penalty: 4775.388672
	Iteration 3F: 3 clusters Score -1732842 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1733328.000000 Penalty: 4775.388672
	Iteration 4F: 3 clusters Score -1733328 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1733818.500000 Penalty: 4775.388672
	Iteration 5F: 3 clusters Score -1733818 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1734217.500000 Penalty: 4775.388672
	Iteration 6F: 3 clusters Score -1734218 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1734528.250000 Penalty: 4775.388672
	Iteration 7Q: 3 clusters Score -1734528 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1734770.875000 Penalty: 4775.388672
	Iteration 8Q: 3 clusters Score -1734771 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1734971.500000 Penalty: 4775.388672
	Iteration 9Q: 3 clusters Score -1734972 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1735118.000000 Penalty: 4775.388672
	Iteration 10Q: 3 clusters Score -1735118 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1735253.500000 Penalty: 4775.388672
	Iteration 11Q: 3 clusters Score -1735254 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1735401.500000 Penalty: 4775.388672
	Iteration 12Q: 3 clusters Score -1735402 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1735547.750000 Penalty: 4775.388672
	Iteration 13Q: 3 clusters Score -1735548 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1735657.375000 Penalty: 4775.388672
	Iteration 14Q: 3 clusters Score -1735657 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1735765.750000 Penalty: 4775.388672
	Iteration 15Q: 3 clusters Score -1735766 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1735891.375000 Penalty: 4775.388672
	Iteration 16Q: 3 clusters Score -1735891 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1736043.500000 Penalty: 4775.388672
	Iteration 17Q: 3 clusters Score -1736044 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1736199.250000 Penalty: 4775.388672
	Iteration 18Q: 3 clusters Score -1736199 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1736365.250000 Penalty: 4775.388672
	Iteration 19Q: 3 clusters Score -1736365 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1736512.250000 Penalty: 4775.388672
	Iteration 20F: 3 clusters Score -1736512 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1736642.375000 Penalty: 4775.388672
	Iteration 21Q: 3 clusters Score -1736642 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1736756.250000 Penalty: 4775.388672
	Iteration 22Q: 3 clusters Score -1736756 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1736839.250000 Penalty: 4775.388672
	Iteration 23Q: 3 clusters Score -1736839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1736926.250000 Penalty: 4775.388672
	Iteration 24Q: 3 clusters Score -1736926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1737002.875000 Penalty: 4775.388672
	Iteration 25Q: 3 clusters Score -1737003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1737054.125000 Penalty: 4775.388672
	Iteration 26Q: 3 clusters Score -1737054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1737092.875000 Penalty: 4775.388672
	Iteration 27Q: 3 clusters Score -1737093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1737122.250000 Penalty: 4775.388672
	Iteration 28Q: 3 clusters Score -1737122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1737152.625000 Penalty: 4775.388672
	Iteration 29Q: 3 clusters Score -1737153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1737183.000000 Penalty: 4775.388672
	Iteration 30Q: 3 clusters Score -1737183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1737203.125000 Penalty: 4775.388672
	Iteration 31Q: 3 clusters Score -1737203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1737219.125000 Penalty: 4775.388672
	Iteration 32Q: 3 clusters Score -1737219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1737236.000000 Penalty: 4775.388672
	Iteration 33Q: 3 clusters Score -1737236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1737241.000000 Penalty: 4775.388672
	Iteration 34Q: 3 clusters Score -1737241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1737244.125000 Penalty: 4775.388672
	Iteration 35Q: 3 clusters Score -1737244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1737248.375000 Penalty: 4775.388672
	Iteration 36Q: 3 clusters Score -1737248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1737248.625000 Penalty: 4775.388672
	Iteration 37Q: 3 clusters Score -1737249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1737250.000000 Penalty: 4775.388672
	Iteration 38Q: 3 clusters Score -1737250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1737250.000000 Penalty: 4775.388672
	Iteration 39F: 3 clusters Score -1737250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -745515.125000 Penalty: 2186.285400
	Iteration 0F: 2 clusters Score -745515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -739933.687500 Penalty: 4372.570801
	Iteration 0F: 3 clusters Score -739933.7 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -741429.125000 Penalty: 4372.570801
	Iteration 1F: 3 clusters Score -741429.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -741676.500000 Penalty: 4372.570801
	Iteration 2F: 3 clusters Score -741676.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -741827.625000 Penalty: 4372.570801
	Iteration 3Q: 3 clusters Score -741827.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -741957.812500 Penalty: 4372.570801
	Iteration 4Q: 3 clusters Score -741957.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -742083.000000 Penalty: 4372.570801
	Iteration 5Q: 3 clusters Score -742083 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -742232.812500 Penalty: 4372.570801
	Iteration 6Q: 3 clusters Score -742232.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -742371.062500 Penalty: 4372.570801
	Iteration 7Q: 3 clusters Score -742371.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -742522.875000 Penalty: 4372.570801
	Iteration 8Q: 3 clusters Score -742522.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -742652.000000 Penalty: 4372.570801
	Iteration 9Q: 3 clusters Score -742652 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -742759.437500 Penalty: 4372.570801
	Iteration 10Q: 3 clusters Score -742759.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -742847.750000 Penalty: 4372.570801
	Iteration 11Q: 3 clusters Score -742847.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -742936.062500 Penalty: 4372.570801
	Iteration 12Q: 3 clusters Score -742936.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -743032.625000 Penalty: 4372.570801
	Iteration 13Q: 3 clusters Score -743032.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -743133.562500 Penalty: 4372.570801
	Iteration 14Q: 3 clusters Score -743133.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -743239.937500 Penalty: 4372.570801
	Iteration 15Q: 3 clusters Score -743239.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -743357.812500 Penalty: 4372.570801
	Iteration 16Q: 3 clusters Score -743357.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -743498.687500 Penalty: 4372.570801
	Iteration 17Q: 3 clusters Score -743498.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -743644.000000 Penalty: 4372.570801
	Iteration 18Q: 3 clusters Score -743644 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -743832.187500 Penalty: 4372.570801
	Iteration 19Q: 3 clusters Score -743832.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -744044.562500 Penalty: 4372.570801
	Iteration 20F: 3 clusters Score -744044.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -744210.250000 Penalty: 4372.570801
	Iteration 21Q: 3 clusters Score -744210.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -744337.937500 Penalty: 4372.570801
	Iteration 22Q: 3 clusters Score -744337.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -744425.187500 Penalty: 4372.570801
	Iteration 23Q: 3 clusters Score -744425.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -744470.312500 Penalty: 4372.570801
	Iteration 24Q: 3 clusters Score -744470.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -744503.187500 Penalty: 4372.570801
	Iteration 25Q: 3 clusters Score -744503.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -744518.937500 Penalty: 4372.570801
	Iteration 26Q: 3 clusters Score -744518.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -744528.375000 Penalty: 4372.570801
	Iteration 27Q: 3 clusters Score -744528.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -744533.375000 Penalty: 4372.570801
	Iteration 28Q: 3 clusters Score -744533.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -744538.312500 Penalty: 4372.570801
	Iteration 29Q: 3 clusters Score -744538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -744536.312500 Penalty: 4372.570801
	Iteration 30Q: 3 clusters Score -744536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -744539.187500 Penalty: 4372.570801
	Iteration 31Q: 3 clusters Score -744539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -744539.687500 Penalty: 4372.570801
	Iteration 32Q: 3 clusters Score -744539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -744538.250000 Penalty: 4372.570801
	Iteration 33Q: 3 clusters Score -744538.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -744538.250000 Penalty: 4372.570801
	Iteration 34F: 3 clusters Score -744538.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Entering Unmasked Estep 
Score: -2297627.250000 Penalty: 2454.771973
	Iteration 0F: 2 clusters Score -2297627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2283634.000000 Penalty: 4909.543945
	Iteration 0F: 3 clusters Score -2283634 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2288282.500000 Penalty: 4909.543945
	Iteration 1F: 3 clusters Score -2288282 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2288624.750000 Penalty: 4909.543945
	Iteration 2F: 3 clusters Score -2288625 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2288860.250000 Penalty: 4909.543945
	Iteration 3Q: 3 clusters Score -2288860 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2289088.750000 Penalty: 4909.543945
	Iteration 4Q: 3 clusters Score -2289089 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2289340.500000 Penalty: 4909.543945
	Iteration 5Q: 3 clusters Score -2289340 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2289625.500000 Penalty: 4909.543945
	Iteration 6Q: 3 clusters Score -2289626 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2289996.750000 Penalty: 4909.543945
	Iteration 7Q: 3 clusters Score -2289997 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2290480.250000 Penalty: 4909.543945
	Iteration 8Q: 3 clusters Score -2290480 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2291071.000000 Penalty: 4909.543945
	Iteration 9Q: 3 clusters Score -2291071 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2291743.250000 Penalty: 4909.543945
	Iteration 10F: 3 clusters Score -2291743 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2292550.750000 Penalty: 4909.543945
	Iteration 11F: 3 clusters Score -2292551 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2293367.250000 Penalty: 4909.543945
	Iteration 12F: 3 clusters Score -2293367 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2294033.250000 Penalty: 4909.543945
	Iteration 13Q: 3 clusters Score -2294033 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2294522.750000 Penalty: 4909.543945
	Iteration 14Q: 3 clusters Score -2294523 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2294867.000000 Penalty: 4909.543945
	Iteration 15Q: 3 clusters Score -2294867 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2295065.000000 Penalty: 4909.543945
	Iteration 16Q: 3 clusters Score -2295065 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2295169.000000 Penalty: 4909.543945
	Iteration 17Q: 3 clusters Score -2295169 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2295257.750000 Penalty: 4909.543945
	Iteration 18Q: 3 clusters Score -2295258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2295327.750000 Penalty: 4909.543945
	Iteration 19Q: 3 clusters Score -2295328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2295380.250000 Penalty: 4909.543945
	Iteration 20F: 3 clusters Score -2295380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2295412.250000 Penalty: 4909.543945
	Iteration 21Q: 3 clusters Score -2295412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2295424.250000 Penalty: 4909.543945
	Iteration 22Q: 3 clusters Score -2295424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2295435.500000 Penalty: 4909.543945
	Iteration 23Q: 3 clusters Score -2295436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2295444.750000 Penalty: 4909.543945
	Iteration 24Q: 3 clusters Score -2295445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2295447.500000 Penalty: 4909.543945
	Iteration 25Q: 3 clusters Score -2295448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2295450.000000 Penalty: 4909.543945
	Iteration 26Q: 3 clusters Score -2295450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2295453.750000 Penalty: 4909.543945
	Iteration 27Q: 3 clusters Score -2295454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2295453.250000 Penalty: 4909.543945
	Iteration 28Q: 3 clusters Score -2295453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2295454.750000 Penalty: 4909.543945
	Iteration 29Q: 3 clusters Score -2295455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2295455.250000 Penalty: 4909.543945
	Iteration 30Q: 3 clusters Score -2295455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2295461.500000 Penalty: 4909.543945
	Iteration 31Q: 3 clusters Score -2295462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2295460.000000 Penalty: 4909.543945
	Iteration 32Q: 3 clusters Score -2295460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2295465.000000 Penalty: 4909.543945
	Iteration 33Q: 3 clusters Score -2295465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2295462.750000 Penalty: 4909.543945
	Iteration 34Q: 3 clusters Score -2295463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2295464.000000 Penalty: 4909.543945
	Iteration 35Q: 3 clusters Score -2295464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2295464.000000 Penalty: 4909.543945
	Iteration 36F: 3 clusters Score -2295464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -8631.420898 Penalty: 1185.222534
	Iteration 0F: 2 clusters Score -8631.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7751.195801 Penalty: 2370.445068
	Iteration 0F: 3 clusters Score -7751.196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7791.088379 Penalty: 2370.445068
	Iteration 1Q: 3 clusters Score -7791.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7797.722656 Penalty: 2370.445068
	Iteration 2Q: 3 clusters Score -7797.723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7805.386230 Penalty: 2370.445068
	Iteration 3Q: 3 clusters Score -7805.386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7805.386230 Penalty: 2370.445068
	Iteration 4F: 3 clusters Score -7805.386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129578.484375 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127556.343750 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127556.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127875.890625 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127875.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127953.312500 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -127953.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127989.781250 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -127989.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128018.164062 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -128018.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128042.851562 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -128060.617188 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128060.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128072.234375 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -128086.031250 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128094.851562 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128099.609375 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -128099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -128104.500000 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -128104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -128108.890625 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -128108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128112.968750 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -128113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128116.046875 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -128116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128117.593750 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -128117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128117.593750 Penalty: 3509.601318
	Iteration 16F: 3 clusters Score -128117.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -23063.894531 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -23063.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21965.886719 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -21965.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22145.251953 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -22145.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22191.949219 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -22191.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22225.119141 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -22225.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22262.646484 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -22262.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22280.687500 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -22280.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22294.558594 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -22294.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22304.189453 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -22304.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22310.179688 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -22310.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22315.394531 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -22315.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22318.804688 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -22318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22321.933594 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -22321.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22321.933594 Penalty: 2794.855469
	Iteration 12F: 3 clusters Score -22321.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35177.082031 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -35177.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33873.015625 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -33873.02 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34214.015625 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34214.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34309.285156 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -34309.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34358.882812 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34358.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34376.542969 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34376.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34391.738281 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34391.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34403.675781 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34403.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34403.675781 Penalty: 2981.588623
	Iteration 7F: 3 clusters Score -34403.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Entering Unmasked Estep 
Score: -1650690.875000 Penalty: 2374.182373
	Iteration 0F: 2 clusters Score -1650691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1640306.500000 Penalty: 4748.364746
	Iteration 0F: 3 clusters Score -1640306 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1643457.250000 Penalty: 4748.364746
	Iteration 1F: 3 clusters Score -1643457 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1643733.250000 Penalty: 4748.364746
	Iteration 2F: 3 clusters Score -1643733 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1643950.625000 Penalty: 4748.364746
	Iteration 3Q: 3 clusters Score -1643951 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1644147.250000 Penalty: 4748.364746
	Iteration 4Q: 3 clusters Score -1644147 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1644347.750000 Penalty: 4748.364746
	Iteration 5Q: 3 clusters Score -1644348 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1644594.125000 Penalty: 4748.364746
	Iteration 6Q: 3 clusters Score -1644594 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1644954.375000 Penalty: 4748.364746
	Iteration 7Q: 3 clusters Score -1644954 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1645423.250000 Penalty: 4748.364746
	Iteration 8F: 3 clusters Score -1645423 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1646038.375000 Penalty: 4748.364746
	Iteration 9F: 3 clusters Score -1646038 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1646681.750000 Penalty: 4748.364746
	Iteration 10F: 3 clusters Score -1646682 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1647288.500000 Penalty: 4748.364746
	Iteration 11Q: 3 clusters Score -1647288 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1647760.625000 Penalty: 4748.364746
	Iteration 12Q: 3 clusters Score -1647761 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1648088.125000 Penalty: 4748.364746
	Iteration 13Q: 3 clusters Score -1648088 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1648259.500000 Penalty: 4748.364746
	Iteration 14Q: 3 clusters Score -1648260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1648374.875000 Penalty: 4748.364746
	Iteration 15Q: 3 clusters Score -1648375 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1648452.125000 Penalty: 4748.364746
	Iteration 16Q: 3 clusters Score -1648452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1648490.250000 Penalty: 4748.364746
	Iteration 17Q: 3 clusters Score -1648490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1648517.875000 Penalty: 4748.364746
	Iteration 18Q: 3 clusters Score -1648518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1648535.000000 Penalty: 4748.364746
	Iteration 19Q: 3 clusters Score -1648535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1648546.875000 Penalty: 4748.364746
	Iteration 20F: 3 clusters Score -1648547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1648565.875000 Penalty: 4748.364746
	Iteration 21Q: 3 clusters Score -1648566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1648573.250000 Penalty: 4748.364746
	Iteration 22Q: 3 clusters Score -1648573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1648579.500000 Penalty: 4748.364746
	Iteration 23Q: 3 clusters Score -1648580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1648592.750000 Penalty: 4748.364746
	Iteration 24Q: 3 clusters Score -1648593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1648611.750000 Penalty: 4748.364746
	Iteration 25Q: 3 clusters Score -1648612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1648620.125000 Penalty: 4748.364746
	Iteration 26Q: 3 clusters Score -1648620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1648630.750000 Penalty: 4748.364746
	Iteration 27Q: 3 clusters Score -1648631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1648634.125000 Penalty: 4748.364746
	Iteration 28Q: 3 clusters Score -1648634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1648640.000000 Penalty: 4748.364746
	Iteration 29Q: 3 clusters Score -1648640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1648642.875000 Penalty: 4748.364746
	Iteration 30Q: 3 clusters Score -1648643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1648642.625000 Penalty: 4748.364746
	Iteration 31Q: 3 clusters Score -1648643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1648643.125000 Penalty: 4748.364746
	Iteration 32Q: 3 clusters Score -1648643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1648643.125000 Penalty: 4748.364746
	Iteration 33F: 3 clusters Score -1648643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -42939.437500 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -42939.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41437.218750 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -41437.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41659.269531 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -41659.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41817.308594 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -41817.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41944.921875 Penalty: 3061.163330
	Iteration 3F: 3 clusters Score -41944.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42025.929688 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -42025.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42156.132812 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -42156.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42281.027344 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -42281.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42344.890625 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -42344.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42354.710938 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -42354.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42360.453125 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -42360.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42360.453125 Penalty: 3061.163330
	Iteration 10F: 3 clusters Score -42360.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (343819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343819 members 
Entering Unmasked Estep 
Score: -38674144.000000 Penalty: 3161.471924
	Iteration 0F: 2 clusters Score -3.867414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -38474988.000000 Penalty: 6322.943848
	Iteration 0F: 3 clusters Score -3.847499e+07 nChanged 166838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185007 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -38574432.000000 Penalty: 6322.943848
	Iteration 1F: 3 clusters Score -3.857443e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192807 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -38577008.000000 Penalty: 6322.943848
	Iteration 2Q: 3 clusters Score -3.857701e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204652 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -38581592.000000 Penalty: 6322.943848
	Iteration 3Q: 3 clusters Score -3.858159e+07 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222273 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -38590500.000000 Penalty: 6322.943848
	Iteration 4F: 3 clusters Score -3.85905e+07 nChanged 24963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247146 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -38607472.000000 Penalty: 6322.943848
	Iteration 5F: 3 clusters Score -3.860747e+07 nChanged 31177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278309 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -38634856.000000 Penalty: 6322.943848
	Iteration 6F: 3 clusters Score -3.863486e+07 nChanged 30631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308940 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -38655224.000000 Penalty: 6322.943848
	Iteration 7F: 3 clusters Score -3.865522e+07 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328619 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -38664600.000000 Penalty: 6322.943848
	Iteration 8F: 3 clusters Score -3.86646e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337823 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -38668520.000000 Penalty: 6322.943848
	Iteration 9Q: 3 clusters Score -3.866852e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341415 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -38670000.000000 Penalty: 6322.943848
	Iteration 10Q: 3 clusters Score -3.867e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342718 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -38670756.000000 Penalty: 6322.943848
	Iteration 11Q: 3 clusters Score -3.867076e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343108 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -38670960.000000 Penalty: 6322.943848
	Iteration 12Q: 3 clusters Score -3.867096e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343261 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -38671092.000000 Penalty: 6322.943848
	Iteration 13Q: 3 clusters Score -3.867109e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343337 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38671124.000000 Penalty: 6322.943848
	Iteration 14Q: 3 clusters Score -3.867112e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343376 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38671184.000000 Penalty: 6322.943848
	Iteration 15Q: 3 clusters Score -3.867118e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343396 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -38671208.000000 Penalty: 6322.943848
	Iteration 16Q: 3 clusters Score -3.867121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343413 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -38671240.000000 Penalty: 6322.943848
	Iteration 17Q: 3 clusters Score -3.867124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38671244.000000 Penalty: 6322.943848
	Iteration 18Q: 3 clusters Score -3.867124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38671300.000000 Penalty: 6322.943848
	Iteration 19Q: 3 clusters Score -3.86713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38671288.000000 Penalty: 6322.943848
	Iteration 20F: 3 clusters Score -3.867129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343438 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38671320.000000 Penalty: 6322.943848
	Iteration 21Q: 3 clusters Score -3.867132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38671352.000000 Penalty: 6322.943848
	Iteration 22Q: 3 clusters Score -3.867135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38671364.000000 Penalty: 6322.943848
	Iteration 23Q: 3 clusters Score -3.867136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38671348.000000 Penalty: 6322.943848
	Iteration 24Q: 3 clusters Score -3.867135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38671356.000000 Penalty: 6322.943848
	Iteration 25Q: 3 clusters Score -3.867136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38671348.000000 Penalty: 6322.943848
	Iteration 26Q: 3 clusters Score -3.867135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38671340.000000 Penalty: 6322.943848
	Iteration 27Q: 3 clusters Score -3.867134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -38671340.000000 Penalty: 6322.943848
	Iteration 28Q: 3 clusters Score -3.867134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343448 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38671340.000000 Penalty: 6322.943848
	Iteration 29Q: 3 clusters Score -3.867134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343452 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38671360.000000 Penalty: 6322.943848
	Iteration 30Q: 3 clusters Score -3.867136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38671364.000000 Penalty: 6322.943848
	Iteration 31Q: 3 clusters Score -3.867136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38671356.000000 Penalty: 6322.943848
	Iteration 32Q: 3 clusters Score -3.867136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38671360.000000 Penalty: 6322.943848
	Iteration 33Q: 3 clusters Score -3.867136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343453 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38671360.000000 Penalty: 6322.943848
	Iteration 34Q: 3 clusters Score -3.867136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343457 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38671348.000000 Penalty: 6322.943848
	Iteration 35Q: 3 clusters Score -3.867135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343460 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38671344.000000 Penalty: 6322.943848
	Iteration 36Q: 3 clusters Score -3.867134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343462 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38671364.000000 Penalty: 6322.943848
	Iteration 37Q: 3 clusters Score -3.867136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343463 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38671364.000000 Penalty: 6322.943848
	Iteration 38Q: 3 clusters Score -3.867136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343463 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38671364.000000 Penalty: 6322.943848
	Iteration 39F: 3 clusters Score -3.867136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44069 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97941 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26172 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19896 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 239Q: 46 clusters Score -1.109299e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28607 members 
Mstep: Class 11 contains 49485 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44075 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26602 members 
Mstep: Class 17 contains 11296 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97921 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26177 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35921 members 
Mstep: Class 25 contains 14193 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7829 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 19897 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929960.000000 Penalty: 154325.625000
Iteration 240F: 46 clusters Score -1.1093e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28592 members 
Mstep: Class 11 contains 49485 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44078 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26614 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97898 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26185 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35919 members 
Mstep: Class 25 contains 14191 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 666 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7837 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19900 members 
Mstep: Class 39 contains 121 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14384 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 343856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929896.000000 Penalty: 154325.625000
Iteration 241Q: 46 clusters Score -1.109299e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9255 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28578 members 
Mstep: Class 11 contains 49484 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44089 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26623 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97883 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26194 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35922 members 
Mstep: Class 25 contains 14189 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 110986 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7842 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19899 members 
Mstep: Class 39 contains 121 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14386 members 
Mstep: Class 44 contains 480 members 
Mstep: Class 45 contains 343855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930048.000000 Penalty: 154325.625000
Iteration 242Q: 46 clusters Score -1.1093e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9255 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28562 members 
Mstep: Class 11 contains 49482 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44093 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97855 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26201 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35926 members 
Mstep: Class 25 contains 14188 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 110985 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7846 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19897 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14392 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 343895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930016.000000 Penalty: 154325.625000
Iteration 243Q: 46 clusters Score -1.1093e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4663 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9253 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28548 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44097 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26642 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97831 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26205 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35930 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110988 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7848 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19899 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14396 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 343930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929928.000000 Penalty: 154325.625000
Iteration 244Q: 46 clusters Score -1.109299e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9252 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28544 members 
Mstep: Class 11 contains 49479 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44101 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 17 contains 11306 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9880 members 
Mstep: Class 20 contains 97807 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26217 members 
Mstep: Class 23 contains 23230 members 
Mstep: Class 24 contains 35932 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16080 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110988 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7851 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14401 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 343949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929864.000000 Penalty: 154325.625000
Iteration 245Q: 46 clusters Score -1.109299e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9251 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28537 members 
Mstep: Class 11 contains 49482 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44105 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26656 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9880 members 
Mstep: Class 20 contains 97789 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26221 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35931 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110988 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7854 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14410 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 343972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 246Q: 46 clusters Score -1.109299e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4653 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9252 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28531 members 
Mstep: Class 11 contains 49482 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44107 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97776 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26237 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35934 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110988 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7856 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14417 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 343976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929888.000000 Penalty: 154325.625000
Iteration 247Q: 46 clusters Score -1.109299e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9253 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28525 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44112 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26658 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97765 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26243 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35935 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110989 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7860 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14422 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 343995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929912.000000 Penalty: 154325.625000
Iteration 248Q: 46 clusters Score -1.109299e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28517 members 
Mstep: Class 11 contains 49481 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44114 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97755 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26249 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35934 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110990 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7862 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14428 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929904.000000 Penalty: 154325.625000
Iteration 249Q: 46 clusters Score -1.109299e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9255 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28517 members 
Mstep: Class 11 contains 49481 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44114 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26660 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97742 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26259 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35936 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110989 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19903 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14434 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929984.000000 Penalty: 154325.625000
Iteration 250Q: 46 clusters Score -1.1093e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9256 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28516 members 
Mstep: Class 11 contains 49482 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44114 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97732 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26264 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35937 members 
Mstep: Class 25 contains 14186 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110990 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19904 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14436 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929928.000000 Penalty: 154325.625000
Iteration 251Q: 46 clusters Score -1.109299e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9256 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28513 members 
Mstep: Class 11 contains 49482 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44115 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97726 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26268 members 
Mstep: Class 23 contains 23230 members 
Mstep: Class 24 contains 35935 members 
Mstep: Class 25 contains 14185 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110991 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19905 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14437 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 252Q: 46 clusters Score -1.109299e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28511 members 
Mstep: Class 11 contains 49483 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44116 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97719 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26267 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35934 members 
Mstep: Class 25 contains 14185 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110993 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8632 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19905 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14437 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929784.000000 Penalty: 154325.625000
Iteration 253Q: 46 clusters Score -1.109298e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28508 members 
Mstep: Class 11 contains 49485 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44119 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97717 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26268 members 
Mstep: Class 23 contains 23233 members 
Mstep: Class 24 contains 35933 members 
Mstep: Class 25 contains 14185 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110993 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8632 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19904 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14437 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929808.000000 Penalty: 154325.625000
Iteration 254Q: 46 clusters Score -1.109298e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28504 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44120 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26664 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97713 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26271 members 
Mstep: Class 23 contains 23234 members 
Mstep: Class 24 contains 35933 members 
Mstep: Class 25 contains 14185 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110994 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8632 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19904 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14437 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 255Q: 46 clusters Score -1.109298e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44121 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26666 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97705 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26274 members 
Mstep: Class 23 contains 23235 members 
Mstep: Class 24 contains 35931 members 
Mstep: Class 25 contains 14185 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110993 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8632 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19904 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14437 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 256Q: 46 clusters Score -1.109298e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28499 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44122 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26668 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97695 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26280 members 
Mstep: Class 23 contains 23233 members 
Mstep: Class 24 contains 35929 members 
Mstep: Class 25 contains 14184 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110992 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8632 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15184 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19904 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14436 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929736.000000 Penalty: 154325.625000
Iteration 257Q: 46 clusters Score -1.109297e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28496 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44123 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26669 members 
Mstep: Class 17 contains 11329 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97682 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26285 members 
Mstep: Class 23 contains 23230 members 
Mstep: Class 24 contains 35926 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110992 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8631 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15185 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19904 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14435 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929680.000000 Penalty: 154325.625000
Iteration 258Q: 46 clusters Score -1.109297e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28489 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44126 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97675 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26289 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35929 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110992 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7864 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15186 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19905 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14436 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929768.000000 Penalty: 154325.625000
Iteration 259Q: 46 clusters Score -1.109298e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44128 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26678 members 
Mstep: Class 17 contains 11333 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 97671 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26291 members 
Mstep: Class 23 contains 23225 members 
Mstep: Class 24 contains 35928 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110992 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8626 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7864 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19906 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14436 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 260F: 46 clusters Score -1.109298e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28472 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44130 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26681 members 
Mstep: Class 17 contains 11338 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9878 members 
Mstep: Class 20 contains 97667 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26297 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35926 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110993 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8623 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7864 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19907 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14437 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929800.000000 Penalty: 154325.625000
Iteration 261Q: 46 clusters Score -1.109298e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28465 members 
Mstep: Class 11 contains 49490 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44136 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26682 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9877 members 
Mstep: Class 20 contains 97659 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26304 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35926 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110993 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7864 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19908 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14438 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929800.000000 Penalty: 154325.625000
Iteration 262Q: 46 clusters Score -1.109298e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28461 members 
Mstep: Class 11 contains 49492 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44137 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26685 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 97650 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26309 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35925 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110993 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7865 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19909 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14440 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929800.000000 Penalty: 154325.625000
Iteration 263Q: 46 clusters Score -1.109298e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28455 members 
Mstep: Class 11 contains 49492 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44143 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26689 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9875 members 
Mstep: Class 20 contains 97642 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26310 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 35927 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110994 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8618 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7866 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19909 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14440 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929880.000000 Penalty: 154325.625000
Iteration 264Q: 46 clusters Score -1.109299e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28451 members 
Mstep: Class 11 contains 49493 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44144 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9875 members 
Mstep: Class 20 contains 97636 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26310 members 
Mstep: Class 23 contains 23230 members 
Mstep: Class 24 contains 35928 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110994 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8618 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7866 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19909 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14443 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 265Q: 46 clusters Score -1.109298e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28446 members 
Mstep: Class 11 contains 49494 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44145 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26689 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9874 members 
Mstep: Class 20 contains 97626 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26311 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35930 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110996 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7866 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19909 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14444 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929792.000000 Penalty: 154325.625000
Iteration 266Q: 46 clusters Score -1.109298e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28437 members 
Mstep: Class 11 contains 49496 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44146 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26691 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 97617 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26313 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35933 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110997 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8615 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14446 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929824.000000 Penalty: 154325.625000
Iteration 267Q: 46 clusters Score -1.109298e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 9273 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28432 members 
Mstep: Class 11 contains 49496 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26694 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 97605 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26312 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35937 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110998 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7869 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14449 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929824.000000 Penalty: 154325.625000
Iteration 268Q: 46 clusters Score -1.109298e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28426 members 
Mstep: Class 11 contains 49498 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44156 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26696 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 97594 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26314 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35938 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110999 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7871 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14455 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929904.000000 Penalty: 154325.625000
Iteration 269Q: 46 clusters Score -1.109299e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28421 members 
Mstep: Class 11 contains 49500 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44156 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26701 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 97581 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26313 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35938 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110999 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7875 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14460 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929904.000000 Penalty: 154325.625000
Iteration 270Q: 46 clusters Score -1.109299e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28415 members 
Mstep: Class 11 contains 49499 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44161 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26705 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 97569 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26314 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35938 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 110999 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7880 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14464 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929936.000000 Penalty: 154325.625000
Iteration 271Q: 46 clusters Score -1.109299e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 9273 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28408 members 
Mstep: Class 11 contains 49499 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44162 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26708 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 97558 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26316 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35941 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16100 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7885 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15188 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14464 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929872.000000 Penalty: 154325.625000
Iteration 272Q: 46 clusters Score -1.109299e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 28402 members 
Mstep: Class 11 contains 49500 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26709 members 
Mstep: Class 17 contains 11362 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97546 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26316 members 
Mstep: Class 23 contains 23230 members 
Mstep: Class 24 contains 35940 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7889 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15189 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19911 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14466 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929864.000000 Penalty: 154325.625000
Iteration 273Q: 46 clusters Score -1.109299e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28396 members 
Mstep: Class 11 contains 49504 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44162 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26713 members 
Mstep: Class 17 contains 11367 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97531 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26317 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35938 members 
Mstep: Class 25 contains 14184 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15189 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19912 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14468 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929808.000000 Penalty: 154325.625000
Iteration 274Q: 46 clusters Score -1.109298e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28389 members 
Mstep: Class 11 contains 49505 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26715 members 
Mstep: Class 17 contains 11371 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97524 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26317 members 
Mstep: Class 23 contains 23223 members 
Mstep: Class 24 contains 35938 members 
Mstep: Class 25 contains 14184 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7893 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15190 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19912 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14473 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 275Q: 46 clusters Score -1.109298e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28383 members 
Mstep: Class 11 contains 49505 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44162 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26719 members 
Mstep: Class 17 contains 11371 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97515 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26316 members 
Mstep: Class 23 contains 23222 members 
Mstep: Class 24 contains 35939 members 
Mstep: Class 25 contains 14184 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15190 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19912 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14476 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929824.000000 Penalty: 154325.625000
Iteration 276Q: 46 clusters Score -1.109298e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28377 members 
Mstep: Class 11 contains 49505 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 17 contains 11372 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97496 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26317 members 
Mstep: Class 23 contains 23221 members 
Mstep: Class 24 contains 35940 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15191 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19913 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14476 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929872.000000 Penalty: 154325.625000
Iteration 277Q: 46 clusters Score -1.109299e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28371 members 
Mstep: Class 11 contains 49503 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26727 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97483 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26317 members 
Mstep: Class 23 contains 23223 members 
Mstep: Class 24 contains 35941 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15192 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19914 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14478 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929800.000000 Penalty: 154325.625000
Iteration 278Q: 46 clusters Score -1.109298e+08 nChanged 41
Entering ConstructFrom: 
Score: -110929800.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (48869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Entering Unmasked Estep 
Score: -5424961.000000 Penalty: 2677.630859
	Iteration 0F: 2 clusters Score -5424961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5391993.000000 Penalty: 5355.261719
	Iteration 0F: 3 clusters Score -5391993 nChanged 22568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -5404302.500000 Penalty: 5355.261719
	Iteration 1F: 3 clusters Score -5404302 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5404861.000000 Penalty: 5355.261719
	Iteration 2Q: 3 clusters Score -5404861 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5405494.500000 Penalty: 5355.261719
	Iteration 3Q: 3 clusters Score -5405494 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5406229.000000 Penalty: 5355.261719
	Iteration 4Q: 3 clusters Score -5406229 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5407322.500000 Penalty: 5355.261719
	Iteration 5Q: 3 clusters Score -5407322 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -5409055.500000 Penalty: 5355.261719
	Iteration 6F: 3 clusters Score -5409056 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5411811.000000 Penalty: 5355.261719
	Iteration 7F: 3 clusters Score -5411811 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5415469.000000 Penalty: 5355.261719
	Iteration 8F: 3 clusters Score -5415469 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -5418855.000000 Penalty: 5355.261719
	Iteration 9F: 3 clusters Score -5418855 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -5420999.500000 Penalty: 5355.261719
	Iteration 10Q: 3 clusters Score -5421000 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -5421974.500000 Penalty: 5355.261719
	Iteration 11Q: 3 clusters Score -5421974 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5422336.000000 Penalty: 5355.261719
	Iteration 12Q: 3 clusters Score -5422336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -5422482.500000 Penalty: 5355.261719
	Iteration 13Q: 3 clusters Score -5422482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -5422554.500000 Penalty: 5355.261719
	Iteration 14Q: 3 clusters Score -5422554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -5422590.000000 Penalty: 5355.261719
	Iteration 15Q: 3 clusters Score -5422590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -5422603.500000 Penalty: 5355.261719
	Iteration 16Q: 3 clusters Score -5422604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -5422613.500000 Penalty: 5355.261719
	Iteration 17Q: 3 clusters Score -5422614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -5422622.000000 Penalty: 5355.261719
	Iteration 18Q: 3 clusters Score -5422622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -5422631.000000 Penalty: 5355.261719
	Iteration 19Q: 3 clusters Score -5422631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -5422636.000000 Penalty: 5355.261719
	Iteration 20F: 3 clusters Score -5422636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -5422635.000000 Penalty: 5355.261719
	Iteration 21Q: 3 clusters Score -5422635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -5422640.500000 Penalty: 5355.261719
	Iteration 22Q: 3 clusters Score -5422640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -5422638.500000 Penalty: 5355.261719
	Iteration 23Q: 3 clusters Score -5422638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -5422644.500000 Penalty: 5355.261719
	Iteration 24Q: 3 clusters Score -5422644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -5422644.500000 Penalty: 5355.261719
	Iteration 25F: 3 clusters Score -5422644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32867.500000 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32867.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32990.296875 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -32990.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33027.949219 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -33027.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33042.601562 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33050.476562 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33050.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33053.730469 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -33053.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33057.328125 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -33057.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33057.328125 Penalty: 2894.066162
	Iteration 7F: 3 clusters Score -33057.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -394287.000000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -394287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -390638.593750 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -390638.6 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -391427.437500 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -391427.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -391645.281250 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -391645.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -391814.937500 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -391814.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -392011.093750 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -392011.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -392212.187500 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -392212.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -392445.625000 Penalty: 4063.377930
	Iteration 6F: 3 clusters Score -392445.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -392645.187500 Penalty: 4063.377930
	Iteration 7F: 3 clusters Score -392645.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -392821.875000 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -392821.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -392974.968750 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -392975 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -393110.562500 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -393110.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -393243.625000 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -393243.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -393405.218750 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -393405.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -393617.812500 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -393617.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -393815.437500 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -393815.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -393973.187500 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -393973.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -394104.468750 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -394104.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -394182.093750 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -394182.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -394234.812500 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -394234.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -394270.468750 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -394270.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -394285.218750 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -394285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -394295.093750 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -394295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -394307.468750 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -394307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -394314.125000 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -394314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -394315.156250 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -394315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -394315.156250 Penalty: 4063.377930
	Iteration 25F: 3 clusters Score -394315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97466 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26318 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15193 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344267 members 
Mstep: Class 46 contains 996 members 
Entering Unmasked Estep 
Score: -110928464.000000 Penalty: 157755.078125
Splitting cluster 3 changes total score from -110929800.000000 to -110928464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -500034.000000 Penalty: 2093.572021
	Iteration 0F: 2 clusters Score -500034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -495798.156250 Penalty: 4187.144043
	Iteration 0F: 3 clusters Score -495798.2 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -496875.375000 Penalty: 4187.144043
	Iteration 1F: 3 clusters Score -496875.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -497186.468750 Penalty: 4187.144043
	Iteration 2F: 3 clusters Score -497186.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -497393.843750 Penalty: 4187.144043
	Iteration 3F: 3 clusters Score -497393.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -497536.468750 Penalty: 4187.144043
	Iteration 4Q: 3 clusters Score -497536.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -497629.656250 Penalty: 4187.144043
	Iteration 5Q: 3 clusters Score -497629.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -497705.625000 Penalty: 4187.144043
	Iteration 6Q: 3 clusters Score -497705.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -497754.343750 Penalty: 4187.144043
	Iteration 7Q: 3 clusters Score -497754.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -497784.593750 Penalty: 4187.144043
	Iteration 8Q: 3 clusters Score -497784.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -497812.187500 Penalty: 4187.144043
	Iteration 9Q: 3 clusters Score -497812.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -497833.156250 Penalty: 4187.144043
	Iteration 10Q: 3 clusters Score -497833.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -497850.031250 Penalty: 4187.144043
	Iteration 11Q: 3 clusters Score -497850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -497864.656250 Penalty: 4187.144043
	Iteration 12Q: 3 clusters Score -497864.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -497881.406250 Penalty: 4187.144043
	Iteration 13Q: 3 clusters Score -497881.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -497892.562500 Penalty: 4187.144043
	Iteration 14Q: 3 clusters Score -497892.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -497903.187500 Penalty: 4187.144043
	Iteration 15Q: 3 clusters Score -497903.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -497914.937500 Penalty: 4187.144043
	Iteration 16Q: 3 clusters Score -497914.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -497922.781250 Penalty: 4187.144043
	Iteration 17Q: 3 clusters Score -497922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -497933.375000 Penalty: 4187.144043
	Iteration 18Q: 3 clusters Score -497933.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -497939.218750 Penalty: 4187.144043
	Iteration 19Q: 3 clusters Score -497939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -497948.093750 Penalty: 4187.144043
	Iteration 20F: 3 clusters Score -497948.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -497956.468750 Penalty: 4187.144043
	Iteration 21Q: 3 clusters Score -497956.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -497965.875000 Penalty: 4187.144043
	Iteration 22Q: 3 clusters Score -497965.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -497972.875000 Penalty: 4187.144043
	Iteration 23Q: 3 clusters Score -497972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -497983.468750 Penalty: 4187.144043
	Iteration 24Q: 3 clusters Score -497983.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -497999.250000 Penalty: 4187.144043
	Iteration 25Q: 3 clusters Score -497999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -498014.531250 Penalty: 4187.144043
	Iteration 26Q: 3 clusters Score -498014.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -498028.937500 Penalty: 4187.144043
	Iteration 27Q: 3 clusters Score -498028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -498041.375000 Penalty: 4187.144043
	Iteration 28Q: 3 clusters Score -498041.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -498054.343750 Penalty: 4187.144043
	Iteration 29Q: 3 clusters Score -498054.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -498067.312500 Penalty: 4187.144043
	Iteration 30Q: 3 clusters Score -498067.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -498086.968750 Penalty: 4187.144043
	Iteration 31Q: 3 clusters Score -498087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -498112.875000 Penalty: 4187.144043
	Iteration 32Q: 3 clusters Score -498112.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -498138.593750 Penalty: 4187.144043
	Iteration 33Q: 3 clusters Score -498138.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -498156.125000 Penalty: 4187.144043
	Iteration 34Q: 3 clusters Score -498156.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -498178.187500 Penalty: 4187.144043
	Iteration 35Q: 3 clusters Score -498178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -498197.281250 Penalty: 4187.144043
	Iteration 36Q: 3 clusters Score -498197.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -498220.406250 Penalty: 4187.144043
	Iteration 37Q: 3 clusters Score -498220.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -498242.000000 Penalty: 4187.144043
	Iteration 38Q: 3 clusters Score -498242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -498259.625000 Penalty: 4187.144043
	Iteration 39Q: 3 clusters Score -498259.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -498281.031250 Penalty: 4187.144043
	Iteration 40F: 3 clusters Score -498281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -498311.375000 Penalty: 4187.144043
	Iteration 41Q: 3 clusters Score -498311.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -498336.968750 Penalty: 4187.144043
	Iteration 42Q: 3 clusters Score -498337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -498361.468750 Penalty: 4187.144043
	Iteration 43Q: 3 clusters Score -498361.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -498382.906250 Penalty: 4187.144043
	Iteration 44Q: 3 clusters Score -498382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -498405.406250 Penalty: 4187.144043
	Iteration 45Q: 3 clusters Score -498405.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -498426.312500 Penalty: 4187.144043
	Iteration 46Q: 3 clusters Score -498426.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -498444.531250 Penalty: 4187.144043
	Iteration 47Q: 3 clusters Score -498444.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -498466.218750 Penalty: 4187.144043
	Iteration 48Q: 3 clusters Score -498466.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -498489.187500 Penalty: 4187.144043
	Iteration 49Q: 3 clusters Score -498489.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -498508.156250 Penalty: 4187.144043
	Iteration 50Q: 3 clusters Score -498508.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -498522.000000 Penalty: 4187.144043
	Iteration 51Q: 3 clusters Score -498522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -498539.250000 Penalty: 4187.144043
	Iteration 52Q: 3 clusters Score -498539.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -498554.968750 Penalty: 4187.144043
	Iteration 53Q: 3 clusters Score -498555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -498571.906250 Penalty: 4187.144043
	Iteration 54Q: 3 clusters Score -498571.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -498583.750000 Penalty: 4187.144043
	Iteration 55Q: 3 clusters Score -498583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -498591.218750 Penalty: 4187.144043
	Iteration 56Q: 3 clusters Score -498591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -498603.000000 Penalty: 4187.144043
	Iteration 57Q: 3 clusters Score -498603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -498611.437500 Penalty: 4187.144043
	Iteration 58Q: 3 clusters Score -498611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -498617.875000 Penalty: 4187.144043
	Iteration 59Q: 3 clusters Score -498617.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -498624.312500 Penalty: 4187.144043
	Iteration 60F: 3 clusters Score -498624.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -498631.937500 Penalty: 4187.144043
	Iteration 61Q: 3 clusters Score -498631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -498637.968750 Penalty: 4187.144043
	Iteration 62Q: 3 clusters Score -498638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -498640.937500 Penalty: 4187.144043
	Iteration 63Q: 3 clusters Score -498640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -498644.750000 Penalty: 4187.144043
	Iteration 64Q: 3 clusters Score -498644.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -498654.062500 Penalty: 4187.144043
	Iteration 65Q: 3 clusters Score -498654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -498660.937500 Penalty: 4187.144043
	Iteration 66Q: 3 clusters Score -498660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -498667.781250 Penalty: 4187.144043
	Iteration 67Q: 3 clusters Score -498667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -498671.218750 Penalty: 4187.144043
	Iteration 68Q: 3 clusters Score -498671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -498671.843750 Penalty: 4187.144043
	Iteration 69Q: 3 clusters Score -498671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -498675.375000 Penalty: 4187.144043
	Iteration 70Q: 3 clusters Score -498675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -498675.937500 Penalty: 4187.144043
	Iteration 71Q: 3 clusters Score -498675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -498679.593750 Penalty: 4187.144043
	Iteration 72Q: 3 clusters Score -498679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -498680.531250 Penalty: 4187.144043
	Iteration 73Q: 3 clusters Score -498680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -498680.531250 Penalty: 4187.144043
	Iteration 74F: 3 clusters Score -498680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -72513.601562 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -72513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70814.570312 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -70814.57 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71165.945312 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -71165.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71334.093750 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -71334.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71561.531250 Penalty: 3304.280029
	Iteration 3Q: 3 clusters Score -71561.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71762.734375 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -71762.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72021.601562 Penalty: 3304.280029
	Iteration 5F: 3 clusters Score -72021.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72163.992188 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -72163.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72344.453125 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -72344.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72659.031250 Penalty: 3304.280029
	Iteration 8F: 3 clusters Score -72659.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72890.781250 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -72890.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73014.132812 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -73014.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73052.687500 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -73052.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73074.484375 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -73074.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73111.976562 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -73111.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73174.921875 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -73174.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73217.765625 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -73217.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73251.804688 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -73251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73275.546875 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -73275.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73301.546875 Penalty: 3304.280029
	Iteration 18Q: 3 clusters Score -73301.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73312.625000 Penalty: 3304.280029
	Iteration 19Q: 3 clusters Score -73312.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73324.187500 Penalty: 3304.280029
	Iteration 20F: 3 clusters Score -73324.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73371.742188 Penalty: 3304.280029
	Iteration 21Q: 3 clusters Score -73371.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73374.484375 Penalty: 3304.280029
	Iteration 22Q: 3 clusters Score -73374.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73376.757812 Penalty: 3304.280029
	Iteration 23Q: 3 clusters Score -73376.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73380.656250 Penalty: 3304.280029
	Iteration 24Q: 3 clusters Score -73380.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73382.781250 Penalty: 3304.280029
	Iteration 25Q: 3 clusters Score -73382.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73383.835938 Penalty: 3304.280029
	Iteration 26Q: 3 clusters Score -73383.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73383.835938 Penalty: 3304.280029
	Iteration 27F: 3 clusters Score -73383.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97466 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26318 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15193 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344267 members 
Mstep: Class 46 contains 375 members 
Entering Unmasked Estep 
Score: -110928952.000000 Penalty: 157755.078125
Splitting cluster 5 changes total score from -110929800.000000 to -110928952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -399819.781250 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -399819.8 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 2033 members 
Entering Unmasked Estep 
Score: -395979.000000 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -395979 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -396989.500000 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -396989.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -397245.218750 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -397245.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -397420.343750 Penalty: 4114.839355
	Iteration 3F: 3 clusters Score -397420.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -397513.843750 Penalty: 4114.839355
	Iteration 4Q: 3 clusters Score -397513.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -397583.656250 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -397583.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -397649.437500 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -397649.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -397722.812500 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -397722.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -397788.406250 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -397788.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -397861.843750 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -397861.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -397930.093750 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -397930.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -397986.468750 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -397986.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -398056.656250 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -398056.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -398128.937500 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -398128.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -398223.531250 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -398223.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -398310.718750 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -398310.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -398356.062500 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -398356.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -398395.593750 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -398395.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -398430.875000 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -398430.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -398452.937500 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -398452.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -398471.062500 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -398471.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -398487.218750 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -398487.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -398506.875000 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -398506.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -398530.812500 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -398530.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -398551.218750 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -398551.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -398571.718750 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -398571.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -398587.562500 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -398587.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -398600.781250 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -398600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -398611.093750 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -398611.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -398619.437500 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -398619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -398623.843750 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -398623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -398626.343750 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -398626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -398634.093750 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -398634.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -398640.875000 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -398640.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -398646.781250 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -398646.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -398653.875000 Penalty: 4114.839355
	Iteration 35Q: 3 clusters Score -398653.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -398659.343750 Penalty: 4114.839355
	Iteration 36Q: 3 clusters Score -398659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -398665.562500 Penalty: 4114.839355
	Iteration 37Q: 3 clusters Score -398665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -398669.875000 Penalty: 4114.839355
	Iteration 38Q: 3 clusters Score -398669.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -398670.312500 Penalty: 4114.839355
	Iteration 39Q: 3 clusters Score -398670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -398672.000000 Penalty: 4114.839355
	Iteration 40F: 3 clusters Score -398672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -398673.843750 Penalty: 4114.839355
	Iteration 41Q: 3 clusters Score -398673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -398675.281250 Penalty: 4114.839355
	Iteration 42Q: 3 clusters Score -398675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -398676.625000 Penalty: 4114.839355
	Iteration 43Q: 3 clusters Score -398676.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -398679.906250 Penalty: 4114.839355
	Iteration 44Q: 3 clusters Score -398679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -398679.312500 Penalty: 4114.839355
	Iteration 45Q: 3 clusters Score -398679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -398679.312500 Penalty: 4114.839355
	Iteration 46F: 3 clusters Score -398679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Entering Unmasked Estep 
Score: -1029510.312500 Penalty: 2265.392334
	Iteration 0F: 2 clusters Score -1029510 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 4582 members 
Entering Unmasked Estep 
Score: -1022285.937500 Penalty: 4530.784668
	Iteration 0F: 3 clusters Score -1022286 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1024432.125000 Penalty: 4530.784668
	Iteration 1F: 3 clusters Score -1024432 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1024794.125000 Penalty: 4530.784668
	Iteration 2F: 3 clusters Score -1024794 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1025072.375000 Penalty: 4530.784668
	Iteration 3F: 3 clusters Score -1025072 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1025282.875000 Penalty: 4530.784668
	Iteration 4Q: 3 clusters Score -1025283 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1025445.687500 Penalty: 4530.784668
	Iteration 5Q: 3 clusters Score -1025446 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1025569.250000 Penalty: 4530.784668
	Iteration 6Q: 3 clusters Score -1025569 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1025658.437500 Penalty: 4530.784668
	Iteration 7Q: 3 clusters Score -1025658 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1025743.312500 Penalty: 4530.784668
	Iteration 8Q: 3 clusters Score -1025743 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1025830.500000 Penalty: 4530.784668
	Iteration 9Q: 3 clusters Score -1025830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1025912.375000 Penalty: 4530.784668
	Iteration 10Q: 3 clusters Score -1025912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1025993.937500 Penalty: 4530.784668
	Iteration 11Q: 3 clusters Score -1025994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1026060.250000 Penalty: 4530.784668
	Iteration 12Q: 3 clusters Score -1026060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1026111.875000 Penalty: 4530.784668
	Iteration 13Q: 3 clusters Score -1026112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1026160.687500 Penalty: 4530.784668
	Iteration 14Q: 3 clusters Score -1026161 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1026209.500000 Penalty: 4530.784668
	Iteration 15Q: 3 clusters Score -1026210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1026258.250000 Penalty: 4530.784668
	Iteration 16Q: 3 clusters Score -1026258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1026303.500000 Penalty: 4530.784668
	Iteration 17Q: 3 clusters Score -1026304 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1026346.812500 Penalty: 4530.784668
	Iteration 18Q: 3 clusters Score -1026347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1026393.187500 Penalty: 4530.784668
	Iteration 19Q: 3 clusters Score -1026393 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1026440.750000 Penalty: 4530.784668
	Iteration 20F: 3 clusters Score -1026441 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1026491.250000 Penalty: 4530.784668
	Iteration 21Q: 3 clusters Score -1026491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1026546.562500 Penalty: 4530.784668
	Iteration 22Q: 3 clusters Score -1026547 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1026602.562500 Penalty: 4530.784668
	Iteration 23Q: 3 clusters Score -1026603 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1026656.875000 Penalty: 4530.784668
	Iteration 24Q: 3 clusters Score -1026657 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1026731.937500 Penalty: 4530.784668
	Iteration 25Q: 3 clusters Score -1026732 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1026809.187500 Penalty: 4530.784668
	Iteration 26Q: 3 clusters Score -1026809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1026884.187500 Penalty: 4530.784668
	Iteration 27Q: 3 clusters Score -1026884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1026962.812500 Penalty: 4530.784668
	Iteration 28Q: 3 clusters Score -1026963 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1027046.437500 Penalty: 4530.784668
	Iteration 29Q: 3 clusters Score -1027046 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1027128.125000 Penalty: 4530.784668
	Iteration 30Q: 3 clusters Score -1027128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1027202.937500 Penalty: 4530.784668
	Iteration 31Q: 3 clusters Score -1027203 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1027290.312500 Penalty: 4530.784668
	Iteration 32Q: 3 clusters Score -1027290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1027381.562500 Penalty: 4530.784668
	Iteration 33Q: 3 clusters Score -1027382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1027457.812500 Penalty: 4530.784668
	Iteration 34Q: 3 clusters Score -1027458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1027526.750000 Penalty: 4530.784668
	Iteration 35Q: 3 clusters Score -1027527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1027591.562500 Penalty: 4530.784668
	Iteration 36Q: 3 clusters Score -1027592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1027646.062500 Penalty: 4530.784668
	Iteration 37Q: 3 clusters Score -1027646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1027688.562500 Penalty: 4530.784668
	Iteration 38Q: 3 clusters Score -1027689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1027725.625000 Penalty: 4530.784668
	Iteration 39Q: 3 clusters Score -1027726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1027763.000000 Penalty: 4530.784668
	Iteration 40F: 3 clusters Score -1027763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1027790.562500 Penalty: 4530.784668
	Iteration 41Q: 3 clusters Score -1027791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1027807.125000 Penalty: 4530.784668
	Iteration 42Q: 3 clusters Score -1027807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1027824.125000 Penalty: 4530.784668
	Iteration 43Q: 3 clusters Score -1027824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1027836.312500 Penalty: 4530.784668
	Iteration 44Q: 3 clusters Score -1027836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1027843.500000 Penalty: 4530.784668
	Iteration 45Q: 3 clusters Score -1027844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1027847.312500 Penalty: 4530.784668
	Iteration 46Q: 3 clusters Score -1027847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1027851.062500 Penalty: 4530.784668
	Iteration 47Q: 3 clusters Score -1027851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1027859.125000 Penalty: 4530.784668
	Iteration 48Q: 3 clusters Score -1027859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1027866.750000 Penalty: 4530.784668
	Iteration 49Q: 3 clusters Score -1027867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1027875.187500 Penalty: 4530.784668
	Iteration 50Q: 3 clusters Score -1027875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1027875.687500 Penalty: 4530.784668
	Iteration 51Q: 3 clusters Score -1027876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1027881.062500 Penalty: 4530.784668
	Iteration 52Q: 3 clusters Score -1027881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1027886.250000 Penalty: 4530.784668
	Iteration 53Q: 3 clusters Score -1027886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1027888.125000 Penalty: 4530.784668
	Iteration 54Q: 3 clusters Score -1027888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1027888.375000 Penalty: 4530.784668
	Iteration 55Q: 3 clusters Score -1027888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1027888.375000 Penalty: 4530.784668
	Iteration 56F: 3 clusters Score -1027888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -523245.031250 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -523245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -518586.937500 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -518586.9 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -519876.093750 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -519876.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -520480.437500 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -520480.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -521203.000000 Penalty: 4255.669922
	Iteration 3F: 3 clusters Score -521203 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -521889.718750 Penalty: 4255.669922
	Iteration 4F: 3 clusters Score -521889.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -522417.531250 Penalty: 4255.669922
	Iteration 5F: 3 clusters Score -522417.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -522736.875000 Penalty: 4255.669922
	Iteration 6F: 3 clusters Score -522736.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -522881.906250 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -522881.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -522962.812500 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -522962.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -522998.375000 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -522998.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -523034.843750 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -523034.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -523066.500000 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -523066.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -523089.250000 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -523089.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -523106.718750 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -523106.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -523122.156250 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -523122.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -523135.000000 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -523135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -523141.531250 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -523141.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -523148.406250 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -523148.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -523157.562500 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -523157.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -523165.500000 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -523165.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -523171.062500 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -523171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -523177.187500 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -523177.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -523182.531250 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -523182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -523187.343750 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -523187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -523190.718750 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -523190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -523194.406250 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -523194.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -523198.500000 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -523198.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -523202.968750 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -523203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -523210.062500 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -523210.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -523218.781250 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -523218.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -523230.468750 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -523230.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -523237.375000 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -523237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -523244.656250 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -523244.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -523248.750000 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -523248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -523250.406250 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -523250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -523251.062500 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -523251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -523251.437500 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -523251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -523251.437500 Penalty: 4255.669922
	Iteration 37F: 3 clusters Score -523251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97466 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26318 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15193 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344267 members 
Mstep: Class 46 contains 3714 members 
Entering Unmasked Estep 
Score: -110928248.000000 Penalty: 157755.078125
Splitting cluster 8 changes total score from -110929800.000000 to -110928248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -268620.125000 Penalty: 1938.071289
	Iteration 0F: 2 clusters Score -268620.1 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 1260 members 
Entering Unmasked Estep 
Score: -265670.656250 Penalty: 3876.142578
	Iteration 0F: 3 clusters Score -265670.7 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -266231.718750 Penalty: 3876.142578
	Iteration 1F: 3 clusters Score -266231.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -266372.218750 Penalty: 3876.142578
	Iteration 2F: 3 clusters Score -266372.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -266437.718750 Penalty: 3876.142578
	Iteration 3Q: 3 clusters Score -266437.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -266490.218750 Penalty: 3876.142578
	Iteration 4Q: 3 clusters Score -266490.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -266533.437500 Penalty: 3876.142578
	Iteration 5Q: 3 clusters Score -266533.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -266559.937500 Penalty: 3876.142578
	Iteration 6Q: 3 clusters Score -266559.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -266591.031250 Penalty: 3876.142578
	Iteration 7Q: 3 clusters Score -266591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266627.437500 Penalty: 3876.142578
	Iteration 8Q: 3 clusters Score -266627.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -266655.718750 Penalty: 3876.142578
	Iteration 9Q: 3 clusters Score -266655.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -266682.656250 Penalty: 3876.142578
	Iteration 10Q: 3 clusters Score -266682.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -266704.656250 Penalty: 3876.142578
	Iteration 11Q: 3 clusters Score -266704.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -266735.312500 Penalty: 3876.142578
	Iteration 12Q: 3 clusters Score -266735.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -266772.500000 Penalty: 3876.142578
	Iteration 13Q: 3 clusters Score -266772.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -266807.500000 Penalty: 3876.142578
	Iteration 14Q: 3 clusters Score -266807.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -266835.250000 Penalty: 3876.142578
	Iteration 15Q: 3 clusters Score -266835.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -266858.437500 Penalty: 3876.142578
	Iteration 16Q: 3 clusters Score -266858.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -266881.281250 Penalty: 3876.142578
	Iteration 17Q: 3 clusters Score -266881.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -266909.375000 Penalty: 3876.142578
	Iteration 18Q: 3 clusters Score -266909.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -266932.687500 Penalty: 3876.142578
	Iteration 19Q: 3 clusters Score -266932.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -266955.406250 Penalty: 3876.142578
	Iteration 20F: 3 clusters Score -266955.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -266981.281250 Penalty: 3876.142578
	Iteration 21Q: 3 clusters Score -266981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -267007.343750 Penalty: 3876.142578
	Iteration 22Q: 3 clusters Score -267007.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -267032.343750 Penalty: 3876.142578
	Iteration 23Q: 3 clusters Score -267032.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -267051.562500 Penalty: 3876.142578
	Iteration 24Q: 3 clusters Score -267051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -267066.187500 Penalty: 3876.142578
	Iteration 25Q: 3 clusters Score -267066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -267075.468750 Penalty: 3876.142578
	Iteration 26Q: 3 clusters Score -267075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -267084.218750 Penalty: 3876.142578
	Iteration 27Q: 3 clusters Score -267084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -267094.656250 Penalty: 3876.142578
	Iteration 28Q: 3 clusters Score -267094.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -267103.156250 Penalty: 3876.142578
	Iteration 29Q: 3 clusters Score -267103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -267111.312500 Penalty: 3876.142578
	Iteration 30Q: 3 clusters Score -267111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -267115.312500 Penalty: 3876.142578
	Iteration 31Q: 3 clusters Score -267115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -267117.468750 Penalty: 3876.142578
	Iteration 32Q: 3 clusters Score -267117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -267120.406250 Penalty: 3876.142578
	Iteration 33Q: 3 clusters Score -267120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -267122.093750 Penalty: 3876.142578
	Iteration 34Q: 3 clusters Score -267122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -267124.593750 Penalty: 3876.142578
	Iteration 35Q: 3 clusters Score -267124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -267127.468750 Penalty: 3876.142578
	Iteration 36Q: 3 clusters Score -267127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -267130.031250 Penalty: 3876.142578
	Iteration 37Q: 3 clusters Score -267130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -267130.812500 Penalty: 3876.142578
	Iteration 38Q: 3 clusters Score -267130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -267132.562500 Penalty: 3876.142578
	Iteration 39Q: 3 clusters Score -267132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -267133.718750 Penalty: 3876.142578
	Iteration 40F: 3 clusters Score -267133.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -267136.875000 Penalty: 3876.142578
	Iteration 41Q: 3 clusters Score -267136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -267139.218750 Penalty: 3876.142578
	Iteration 42Q: 3 clusters Score -267139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -267142.343750 Penalty: 3876.142578
	Iteration 43Q: 3 clusters Score -267142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -267143.968750 Penalty: 3876.142578
	Iteration 44Q: 3 clusters Score -267144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -267145.843750 Penalty: 3876.142578
	Iteration 45Q: 3 clusters Score -267145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -267146.906250 Penalty: 3876.142578
	Iteration 46Q: 3 clusters Score -267146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -267147.281250 Penalty: 3876.142578
	Iteration 47Q: 3 clusters Score -267147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -267147.281250 Penalty: 3876.142578
	Iteration 48F: 3 clusters Score -267147.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Entering Unmasked Estep 
Score: -3131685.500000 Penalty: 2542.713379
	Iteration 0F: 2 clusters Score -3131686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3112299.250000 Penalty: 5085.426758
	Iteration 0F: 3 clusters Score -3112299 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3119751.000000 Penalty: 5085.426758
	Iteration 1F: 3 clusters Score -3119751 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3120625.750000 Penalty: 5085.426758
	Iteration 2F: 3 clusters Score -3120626 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3121469.500000 Penalty: 5085.426758
	Iteration 3F: 3 clusters Score -3121470 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3122307.000000 Penalty: 5085.426758
	Iteration 4F: 3 clusters Score -3122307 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3123213.250000 Penalty: 5085.426758
	Iteration 5F: 3 clusters Score -3123213 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3124306.250000 Penalty: 5085.426758
	Iteration 6F: 3 clusters Score -3124306 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3125383.750000 Penalty: 5085.426758
	Iteration 7F: 3 clusters Score -3125384 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3126388.750000 Penalty: 5085.426758
	Iteration 8F: 3 clusters Score -3126389 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3127166.000000 Penalty: 5085.426758
	Iteration 9Q: 3 clusters Score -3127166 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3127743.750000 Penalty: 5085.426758
	Iteration 10Q: 3 clusters Score -3127744 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3128183.500000 Penalty: 5085.426758
	Iteration 11Q: 3 clusters Score -3128184 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3128537.500000 Penalty: 5085.426758
	Iteration 12Q: 3 clusters Score -3128538 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3128767.000000 Penalty: 5085.426758
	Iteration 13Q: 3 clusters Score -3128767 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3128954.500000 Penalty: 5085.426758
	Iteration 14Q: 3 clusters Score -3128954 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3129133.000000 Penalty: 5085.426758
	Iteration 15Q: 3 clusters Score -3129133 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3129316.000000 Penalty: 5085.426758
	Iteration 16Q: 3 clusters Score -3129316 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3129509.250000 Penalty: 5085.426758
	Iteration 17Q: 3 clusters Score -3129509 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3129810.000000 Penalty: 5085.426758
	Iteration 18Q: 3 clusters Score -3129810 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3130278.500000 Penalty: 5085.426758
	Iteration 19Q: 3 clusters Score -3130278 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3130634.750000 Penalty: 5085.426758
	Iteration 20F: 3 clusters Score -3130635 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3130872.500000 Penalty: 5085.426758
	Iteration 21Q: 3 clusters Score -3130872 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3131003.000000 Penalty: 5085.426758
	Iteration 22Q: 3 clusters Score -3131003 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3131080.250000 Penalty: 5085.426758
	Iteration 23Q: 3 clusters Score -3131080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3131122.750000 Penalty: 5085.426758
	Iteration 24Q: 3 clusters Score -3131123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3131154.750000 Penalty: 5085.426758
	Iteration 25Q: 3 clusters Score -3131155 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3131172.500000 Penalty: 5085.426758
	Iteration 26Q: 3 clusters Score -3131172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3131188.000000 Penalty: 5085.426758
	Iteration 27Q: 3 clusters Score -3131188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3131202.000000 Penalty: 5085.426758
	Iteration 28Q: 3 clusters Score -3131202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3131220.750000 Penalty: 5085.426758
	Iteration 29Q: 3 clusters Score -3131221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3131236.000000 Penalty: 5085.426758
	Iteration 30Q: 3 clusters Score -3131236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3131245.250000 Penalty: 5085.426758
	Iteration 31Q: 3 clusters Score -3131245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3131254.750000 Penalty: 5085.426758
	Iteration 32Q: 3 clusters Score -3131255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3131264.750000 Penalty: 5085.426758
	Iteration 33Q: 3 clusters Score -3131265 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3131283.250000 Penalty: 5085.426758
	Iteration 34Q: 3 clusters Score -3131283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3131291.000000 Penalty: 5085.426758
	Iteration 35Q: 3 clusters Score -3131291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3131297.500000 Penalty: 5085.426758
	Iteration 36Q: 3 clusters Score -3131298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3131297.500000 Penalty: 5085.426758
	Iteration 37Q: 3 clusters Score -3131298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3131304.250000 Penalty: 5085.426758
	Iteration 38Q: 3 clusters Score -3131304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3131313.750000 Penalty: 5085.426758
	Iteration 39Q: 3 clusters Score -3131314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3131311.250000 Penalty: 5085.426758
	Iteration 40F: 3 clusters Score -3131311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3131321.000000 Penalty: 5085.426758
	Iteration 41Q: 3 clusters Score -3131321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3131320.250000 Penalty: 5085.426758
	Iteration 42Q: 3 clusters Score -3131320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3131323.000000 Penalty: 5085.426758
	Iteration 43Q: 3 clusters Score -3131323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3131326.500000 Penalty: 5085.426758
	Iteration 44Q: 3 clusters Score -3131326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3131328.000000 Penalty: 5085.426758
	Iteration 45Q: 3 clusters Score -3131328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3131327.500000 Penalty: 5085.426758
	Iteration 46Q: 3 clusters Score -3131328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3131325.250000 Penalty: 5085.426758
	Iteration 47Q: 3 clusters Score -3131325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3131323.000000 Penalty: 5085.426758
	Iteration 48Q: 3 clusters Score -3131323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3131326.750000 Penalty: 5085.426758
	Iteration 49Q: 3 clusters Score -3131327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3131323.250000 Penalty: 5085.426758
	Iteration 50Q: 3 clusters Score -3131323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3131326.000000 Penalty: 5085.426758
	Iteration 51Q: 3 clusters Score -3131326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3131327.500000 Penalty: 5085.426758
	Iteration 52Q: 3 clusters Score -3131328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3131326.000000 Penalty: 5085.426758
	Iteration 53Q: 3 clusters Score -3131326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3131334.500000 Penalty: 5085.426758
	Iteration 54Q: 3 clusters Score -3131334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3131333.750000 Penalty: 5085.426758
	Iteration 55Q: 3 clusters Score -3131334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3131336.750000 Penalty: 5085.426758
	Iteration 56Q: 3 clusters Score -3131337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3131334.500000 Penalty: 5085.426758
	Iteration 57Q: 3 clusters Score -3131334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3131331.000000 Penalty: 5085.426758
	Iteration 58Q: 3 clusters Score -3131331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3131335.500000 Penalty: 5085.426758
	Iteration 59Q: 3 clusters Score -3131336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3131332.500000 Penalty: 5085.426758
	Iteration 60F: 3 clusters Score -3131332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Entering Unmasked Estep 
Score: -5631875.500000 Penalty: 2680.822754
	Iteration 0F: 2 clusters Score -5631876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5598426.000000 Penalty: 5361.645508
	Iteration 0F: 3 clusters Score -5598426 nChanged 22795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5611151.500000 Penalty: 5361.645508
	Iteration 1F: 3 clusters Score -5611152 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5611923.500000 Penalty: 5361.645508
	Iteration 2Q: 3 clusters Score -5611924 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5612771.500000 Penalty: 5361.645508
	Iteration 3Q: 3 clusters Score -5612772 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5613674.000000 Penalty: 5361.645508
	Iteration 4Q: 3 clusters Score -5613674 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5614655.000000 Penalty: 5361.645508
	Iteration 5Q: 3 clusters Score -5614655 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -5615743.500000 Penalty: 5361.645508
	Iteration 6Q: 3 clusters Score -5615744 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5616898.500000 Penalty: 5361.645508
	Iteration 7Q: 3 clusters Score -5616898 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5618167.000000 Penalty: 5361.645508
	Iteration 8Q: 3 clusters Score -5618167 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -5619535.000000 Penalty: 5361.645508
	Iteration 9F: 3 clusters Score -5619535 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5620826.500000 Penalty: 5361.645508
	Iteration 10Q: 3 clusters Score -5620826 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5621856.000000 Penalty: 5361.645508
	Iteration 11Q: 3 clusters Score -5621856 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5622608.000000 Penalty: 5361.645508
	Iteration 12Q: 3 clusters Score -5622608 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5623036.000000 Penalty: 5361.645508
	Iteration 13Q: 3 clusters Score -5623036 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5623402.500000 Penalty: 5361.645508
	Iteration 14Q: 3 clusters Score -5623402 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5623756.000000 Penalty: 5361.645508
	Iteration 15Q: 3 clusters Score -5623756 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -5624136.000000 Penalty: 5361.645508
	Iteration 16Q: 3 clusters Score -5624136 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -5624656.000000 Penalty: 5361.645508
	Iteration 17Q: 3 clusters Score -5624656 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -5625268.500000 Penalty: 5361.645508
	Iteration 18Q: 3 clusters Score -5625268 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5625965.000000 Penalty: 5361.645508
	Iteration 19Q: 3 clusters Score -5625965 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5626623.500000 Penalty: 5361.645508
	Iteration 20F: 3 clusters Score -5626624 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -5627183.500000 Penalty: 5361.645508
	Iteration 21Q: 3 clusters Score -5627184 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5627515.500000 Penalty: 5361.645508
	Iteration 22Q: 3 clusters Score -5627516 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5627754.500000 Penalty: 5361.645508
	Iteration 23Q: 3 clusters Score -5627754 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5627956.500000 Penalty: 5361.645508
	Iteration 24Q: 3 clusters Score -5627956 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5628103.500000 Penalty: 5361.645508
	Iteration 25Q: 3 clusters Score -5628104 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -5628199.000000 Penalty: 5361.645508
	Iteration 26Q: 3 clusters Score -5628199 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5628291.000000 Penalty: 5361.645508
	Iteration 27Q: 3 clusters Score -5628291 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5628338.500000 Penalty: 5361.645508
	Iteration 28Q: 3 clusters Score -5628338 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -5628395.000000 Penalty: 5361.645508
	Iteration 29Q: 3 clusters Score -5628395 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -5628455.500000 Penalty: 5361.645508
	Iteration 30Q: 3 clusters Score -5628456 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -5628473.000000 Penalty: 5361.645508
	Iteration 31Q: 3 clusters Score -5628473 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5628540.000000 Penalty: 5361.645508
	Iteration 32Q: 3 clusters Score -5628540 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5628607.000000 Penalty: 5361.645508
	Iteration 33Q: 3 clusters Score -5628607 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5628676.000000 Penalty: 5361.645508
	Iteration 34Q: 3 clusters Score -5628676 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5628721.500000 Penalty: 5361.645508
	Iteration 35Q: 3 clusters Score -5628722 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -5628783.500000 Penalty: 5361.645508
	Iteration 36Q: 3 clusters Score -5628784 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5628857.000000 Penalty: 5361.645508
	Iteration 37Q: 3 clusters Score -5628857 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5628937.500000 Penalty: 5361.645508
	Iteration 38Q: 3 clusters Score -5628938 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -5628978.000000 Penalty: 5361.645508
	Iteration 39Q: 3 clusters Score -5628978 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5629034.000000 Penalty: 5361.645508
	Iteration 40F: 3 clusters Score -5629034 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5629090.000000 Penalty: 5361.645508
	Iteration 41Q: 3 clusters Score -5629090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -5629161.500000 Penalty: 5361.645508
	Iteration 42Q: 3 clusters Score -5629162 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5629226.000000 Penalty: 5361.645508
	Iteration 43Q: 3 clusters Score -5629226 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -5629255.500000 Penalty: 5361.645508
	Iteration 44Q: 3 clusters Score -5629256 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -5629274.000000 Penalty: 5361.645508
	Iteration 45Q: 3 clusters Score -5629274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5629302.000000 Penalty: 5361.645508
	Iteration 46Q: 3 clusters Score -5629302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -5629316.500000 Penalty: 5361.645508
	Iteration 47Q: 3 clusters Score -5629316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -5629342.000000 Penalty: 5361.645508
	Iteration 48Q: 3 clusters Score -5629342 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -5629354.000000 Penalty: 5361.645508
	Iteration 49Q: 3 clusters Score -5629354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -5629374.500000 Penalty: 5361.645508
	Iteration 50Q: 3 clusters Score -5629374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -5629387.000000 Penalty: 5361.645508
	Iteration 51Q: 3 clusters Score -5629387 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5629413.000000 Penalty: 5361.645508
	Iteration 52Q: 3 clusters Score -5629413 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -5629416.500000 Penalty: 5361.645508
	Iteration 53Q: 3 clusters Score -5629416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5629433.500000 Penalty: 5361.645508
	Iteration 54Q: 3 clusters Score -5629434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5629455.500000 Penalty: 5361.645508
	Iteration 55Q: 3 clusters Score -5629456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -5629482.500000 Penalty: 5361.645508
	Iteration 56Q: 3 clusters Score -5629482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5629485.500000 Penalty: 5361.645508
	Iteration 57Q: 3 clusters Score -5629486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5629502.000000 Penalty: 5361.645508
	Iteration 58Q: 3 clusters Score -5629502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -5629516.000000 Penalty: 5361.645508
	Iteration 59Q: 3 clusters Score -5629516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -5629518.000000 Penalty: 5361.645508
	Iteration 60F: 3 clusters Score -5629518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5629506.500000 Penalty: 5361.645508
	Iteration 61Q: 3 clusters Score -5629506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5629507.500000 Penalty: 5361.645508
	Iteration 62Q: 3 clusters Score -5629508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5629523.000000 Penalty: 5361.645508
	Iteration 63Q: 3 clusters Score -5629523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -5629516.000000 Penalty: 5361.645508
	Iteration 64Q: 3 clusters Score -5629516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5629516.500000 Penalty: 5361.645508
	Iteration 65Q: 3 clusters Score -5629516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -5629520.500000 Penalty: 5361.645508
	Iteration 66Q: 3 clusters Score -5629520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5629520.500000 Penalty: 5361.645508
	Iteration 67Q: 3 clusters Score -5629520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -5629523.500000 Penalty: 5361.645508
	Iteration 68Q: 3 clusters Score -5629524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -5629527.500000 Penalty: 5361.645508
	Iteration 69Q: 3 clusters Score -5629528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -5629538.000000 Penalty: 5361.645508
	Iteration 70Q: 3 clusters Score -5629538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -5629538.000000 Penalty: 5361.645508
	Iteration 71Q: 3 clusters Score -5629538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5629531.000000 Penalty: 5361.645508
	Iteration 72Q: 3 clusters Score -5629531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -5629535.500000 Penalty: 5361.645508
	Iteration 73Q: 3 clusters Score -5629536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -5629537.500000 Penalty: 5361.645508
	Iteration 74Q: 3 clusters Score -5629538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5629543.000000 Penalty: 5361.645508
	Iteration 75Q: 3 clusters Score -5629543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5629543.500000 Penalty: 5361.645508
	Iteration 76Q: 3 clusters Score -5629544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5629550.500000 Penalty: 5361.645508
	Iteration 77Q: 3 clusters Score -5629550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5629555.500000 Penalty: 5361.645508
	Iteration 78Q: 3 clusters Score -5629556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5629540.500000 Penalty: 5361.645508
	Iteration 79Q: 3 clusters Score -5629540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -5629540.500000 Penalty: 5361.645508
	Iteration 80F: 3 clusters Score -5629540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -5629540.000000 Penalty: 5361.645508
	Iteration 81Q: 3 clusters Score -5629540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -5629546.500000 Penalty: 5361.645508
	Iteration 82Q: 3 clusters Score -5629546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5629541.000000 Penalty: 5361.645508
	Iteration 83Q: 3 clusters Score -5629541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -5629542.000000 Penalty: 5361.645508
	Iteration 84Q: 3 clusters Score -5629542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -5629538.500000 Penalty: 5361.645508
	Iteration 85Q: 3 clusters Score -5629538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -5629531.500000 Penalty: 5361.645508
	Iteration 86Q: 3 clusters Score -5629532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5629535.000000 Penalty: 5361.645508
	Iteration 87Q: 3 clusters Score -5629535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5629540.500000 Penalty: 5361.645508
	Iteration 88Q: 3 clusters Score -5629540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5629541.000000 Penalty: 5361.645508
	Iteration 89Q: 3 clusters Score -5629541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5629538.000000 Penalty: 5361.645508
	Iteration 90Q: 3 clusters Score -5629538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -5629539.500000 Penalty: 5361.645508
	Iteration 91Q: 3 clusters Score -5629540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5629543.000000 Penalty: 5361.645508
	Iteration 92Q: 3 clusters Score -5629543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5629543.000000 Penalty: 5361.645508
	Iteration 93F: 3 clusters Score -5629543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -229303.859375 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -229303.9 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 1033 members 
Entering Unmasked Estep 
Score: -226632.578125 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -226632.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227094.015625 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -227094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -227186.359375 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -227186.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -227239.890625 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -227239.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -227279.437500 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -227279.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -227298.281250 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -227298.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -227314.000000 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -227314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -227325.500000 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -227325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -227335.562500 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -227335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -227342.250000 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -227342.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -227346.234375 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -227346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227349.875000 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -227349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227354.562500 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -227354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227360.015625 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -227360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -227365.953125 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -227366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -227374.578125 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -227374.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -227380.156250 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -227380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227387.765625 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -227387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227396.781250 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -227396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227403.250000 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -227403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -227406.906250 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -227406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -227406.843750 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -227406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227407.125000 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -227407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227407.125000 Penalty: 3781.083984
	Iteration 23F: 3 clusters Score -227407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -754856.812500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -754856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -749210.000000 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -749210 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -750672.250000 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -750672.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -750911.875000 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -750911.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -751076.000000 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -751076 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -751193.437500 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -751193.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -751280.687500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -751280.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -751351.562500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -751351.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -751427.812500 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -751427.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -751508.000000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -751508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -751595.625000 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -751595.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -751689.375000 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -751689.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -751805.375000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -751805.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -751957.875000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -751957.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -752129.000000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -752129 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -752297.750000 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -752297.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -752446.625000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -752446.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -752570.562500 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -752570.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -752689.562500 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -752689.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -752786.625000 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -752786.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -752852.937500 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -752852.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -752896.687500 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -752896.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -752927.750000 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -752927.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -752957.500000 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -752957.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -752985.875000 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -752985.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -753007.812500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -753007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -753019.312500 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -753019.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -753026.375000 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -753026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -753035.000000 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -753035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -753043.125000 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -753043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -753049.750000 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -753049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -753056.750000 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -753056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -753060.250000 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -753060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -753066.125000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -753066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -753072.250000 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -753072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -753078.000000 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -753078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -753078.750000 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -753078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -753081.062500 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -753081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -753085.562500 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -753085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -753087.250000 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -753087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -753089.250000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -753089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -753092.812500 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -753092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Entering Unmasked Estep 
Score: -5000998.500000 Penalty: 2652.519287
	Iteration 0F: 2 clusters Score -5000998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4971210.000000 Penalty: 5305.038574
	Iteration 0F: 3 clusters Score -4971210 nChanged 20256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4982364.500000 Penalty: 5305.038574
	Iteration 1F: 3 clusters Score -4982364 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4983014.000000 Penalty: 5305.038574
	Iteration 2Q: 3 clusters Score -4983014 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4983738.500000 Penalty: 5305.038574
	Iteration 3Q: 3 clusters Score -4983738 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4984731.500000 Penalty: 5305.038574
	Iteration 4Q: 3 clusters Score -4984732 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4986237.000000 Penalty: 5305.038574
	Iteration 5F: 3 clusters Score -4986237 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4988280.000000 Penalty: 5305.038574
	Iteration 6F: 3 clusters Score -4988280 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4990988.500000 Penalty: 5305.038574
	Iteration 7F: 3 clusters Score -4990988 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4993818.000000 Penalty: 5305.038574
	Iteration 8F: 3 clusters Score -4993818 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -4996048.500000 Penalty: 5305.038574
	Iteration 9F: 3 clusters Score -4996048 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -4997361.000000 Penalty: 5305.038574
	Iteration 10Q: 3 clusters Score -4997361 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -4998053.500000 Penalty: 5305.038574
	Iteration 11Q: 3 clusters Score -4998054 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -4998374.500000 Penalty: 5305.038574
	Iteration 12Q: 3 clusters Score -4998374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -4998521.500000 Penalty: 5305.038574
	Iteration 13Q: 3 clusters Score -4998522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -4998609.500000 Penalty: 5305.038574
	Iteration 14Q: 3 clusters Score -4998610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4998659.000000 Penalty: 5305.038574
	Iteration 15Q: 3 clusters Score -4998659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -4998703.000000 Penalty: 5305.038574
	Iteration 16Q: 3 clusters Score -4998703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -4998717.500000 Penalty: 5305.038574
	Iteration 17Q: 3 clusters Score -4998718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -4998745.000000 Penalty: 5305.038574
	Iteration 18Q: 3 clusters Score -4998745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4998766.500000 Penalty: 5305.038574
	Iteration 19Q: 3 clusters Score -4998766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -4998774.000000 Penalty: 5305.038574
	Iteration 20F: 3 clusters Score -4998774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -4998779.000000 Penalty: 5305.038574
	Iteration 21Q: 3 clusters Score -4998779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -4998791.000000 Penalty: 5305.038574
	Iteration 22Q: 3 clusters Score -4998791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4998792.500000 Penalty: 5305.038574
	Iteration 23Q: 3 clusters Score -4998792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -4998792.500000 Penalty: 5305.038574
	Iteration 24Q: 3 clusters Score -4998792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -4998792.500000 Penalty: 5305.038574
	Iteration 25F: 3 clusters Score -4998792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -140131.609375 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -140131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137983.234375 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -137983.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138342.781250 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -138342.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138441.531250 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -138441.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138497.453125 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -138497.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138540.406250 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -138540.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138577.843750 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -138577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138611.875000 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -138611.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138631.078125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -138631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138641.921875 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -138641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138648.812500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -138648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -138659.234375 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -138659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -138680.031250 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -138680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -138694.015625 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -138694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138701.703125 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -138701.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138707.093750 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -138707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -138710.937500 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -138710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138713.328125 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -138713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138718.812500 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -138718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138724.984375 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -138725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138728.203125 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -138728.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -138734.453125 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -138734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -138741.109375 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -138741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -138744.859375 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -138744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -138745.343750 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -138745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138746.515625 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -138746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138746.515625 Penalty: 3579.852051
	Iteration 25F: 3 clusters Score -138746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Entering Unmasked Estep 
Score: -2990961.750000 Penalty: 2528.035400
	Iteration 0F: 2 clusters Score -2990962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2972468.000000 Penalty: 5056.070801
	Iteration 0F: 3 clusters Score -2972468 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2978956.000000 Penalty: 5056.070801
	Iteration 1F: 3 clusters Score -2978956 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2979427.250000 Penalty: 5056.070801
	Iteration 2F: 3 clusters Score -2979427 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2979892.750000 Penalty: 5056.070801
	Iteration 3Q: 3 clusters Score -2979893 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2980372.250000 Penalty: 5056.070801
	Iteration 4Q: 3 clusters Score -2980372 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2981032.750000 Penalty: 5056.070801
	Iteration 5Q: 3 clusters Score -2981033 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2981993.750000 Penalty: 5056.070801
	Iteration 6F: 3 clusters Score -2981994 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2983200.000000 Penalty: 5056.070801
	Iteration 7F: 3 clusters Score -2983200 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2984355.000000 Penalty: 5056.070801
	Iteration 8F: 3 clusters Score -2984355 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2985420.250000 Penalty: 5056.070801
	Iteration 9F: 3 clusters Score -2985420 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2986254.250000 Penalty: 5056.070801
	Iteration 10Q: 3 clusters Score -2986254 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2986962.250000 Penalty: 5056.070801
	Iteration 11Q: 3 clusters Score -2986962 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2987488.750000 Penalty: 5056.070801
	Iteration 12Q: 3 clusters Score -2987489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2987895.250000 Penalty: 5056.070801
	Iteration 13Q: 3 clusters Score -2987895 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2988216.500000 Penalty: 5056.070801
	Iteration 14Q: 3 clusters Score -2988216 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -2988428.750000 Penalty: 5056.070801
	Iteration 15Q: 3 clusters Score -2988429 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -2988612.250000 Penalty: 5056.070801
	Iteration 16Q: 3 clusters Score -2988612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2988758.250000 Penalty: 5056.070801
	Iteration 17Q: 3 clusters Score -2988758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2988864.500000 Penalty: 5056.070801
	Iteration 18Q: 3 clusters Score -2988864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2988938.000000 Penalty: 5056.070801
	Iteration 19Q: 3 clusters Score -2988938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2989021.000000 Penalty: 5056.070801
	Iteration 20F: 3 clusters Score -2989021 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2989080.750000 Penalty: 5056.070801
	Iteration 21Q: 3 clusters Score -2989081 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -2989144.250000 Penalty: 5056.070801
	Iteration 22Q: 3 clusters Score -2989144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2989225.000000 Penalty: 5056.070801
	Iteration 23Q: 3 clusters Score -2989225 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -2989309.000000 Penalty: 5056.070801
	Iteration 24Q: 3 clusters Score -2989309 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2989449.000000 Penalty: 5056.070801
	Iteration 25Q: 3 clusters Score -2989449 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2989618.750000 Penalty: 5056.070801
	Iteration 26Q: 3 clusters Score -2989619 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2989908.500000 Penalty: 5056.070801
	Iteration 27Q: 3 clusters Score -2989908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2990220.000000 Penalty: 5056.070801
	Iteration 28Q: 3 clusters Score -2990220 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2990419.500000 Penalty: 5056.070801
	Iteration 29Q: 3 clusters Score -2990420 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2990540.750000 Penalty: 5056.070801
	Iteration 30Q: 3 clusters Score -2990541 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2990614.750000 Penalty: 5056.070801
	Iteration 31Q: 3 clusters Score -2990615 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2990693.000000 Penalty: 5056.070801
	Iteration 32Q: 3 clusters Score -2990693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2990739.000000 Penalty: 5056.070801
	Iteration 33Q: 3 clusters Score -2990739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2990768.750000 Penalty: 5056.070801
	Iteration 34Q: 3 clusters Score -2990769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2990801.250000 Penalty: 5056.070801
	Iteration 35Q: 3 clusters Score -2990801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2990826.000000 Penalty: 5056.070801
	Iteration 36Q: 3 clusters Score -2990826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2990834.500000 Penalty: 5056.070801
	Iteration 37Q: 3 clusters Score -2990834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2990869.000000 Penalty: 5056.070801
	Iteration 38Q: 3 clusters Score -2990869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2990890.500000 Penalty: 5056.070801
	Iteration 39Q: 3 clusters Score -2990890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2990915.250000 Penalty: 5056.070801
	Iteration 40F: 3 clusters Score -2990915 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2990933.500000 Penalty: 5056.070801
	Iteration 41Q: 3 clusters Score -2990934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2990949.750000 Penalty: 5056.070801
	Iteration 42Q: 3 clusters Score -2990950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2990961.500000 Penalty: 5056.070801
	Iteration 43Q: 3 clusters Score -2990962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2990973.250000 Penalty: 5056.070801
	Iteration 44Q: 3 clusters Score -2990973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2990979.750000 Penalty: 5056.070801
	Iteration 45Q: 3 clusters Score -2990980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2990983.750000 Penalty: 5056.070801
	Iteration 46Q: 3 clusters Score -2990984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2990996.750000 Penalty: 5056.070801
	Iteration 47Q: 3 clusters Score -2990997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2990997.750000 Penalty: 5056.070801
	Iteration 48Q: 3 clusters Score -2990998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2991000.750000 Penalty: 5056.070801
	Iteration 49Q: 3 clusters Score -2991001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2991006.000000 Penalty: 5056.070801
	Iteration 50Q: 3 clusters Score -2991006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2991005.500000 Penalty: 5056.070801
	Iteration 51Q: 3 clusters Score -2991006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2991008.500000 Penalty: 5056.070801
	Iteration 52Q: 3 clusters Score -2991008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2991012.000000 Penalty: 5056.070801
	Iteration 53Q: 3 clusters Score -2991012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2991011.500000 Penalty: 5056.070801
	Iteration 54Q: 3 clusters Score -2991012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2991009.250000 Penalty: 5056.070801
	Iteration 55Q: 3 clusters Score -2991009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2991008.250000 Penalty: 5056.070801
	Iteration 56Q: 3 clusters Score -2991008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2991009.000000 Penalty: 5056.070801
	Iteration 57Q: 3 clusters Score -2991009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2991011.000000 Penalty: 5056.070801
	Iteration 58Q: 3 clusters Score -2991011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2991016.750000 Penalty: 5056.070801
	Iteration 59Q: 3 clusters Score -2991017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2991019.250000 Penalty: 5056.070801
	Iteration 60F: 3 clusters Score -2991019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2991016.500000 Penalty: 5056.070801
	Iteration 61Q: 3 clusters Score -2991016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2991018.750000 Penalty: 5056.070801
	Iteration 62Q: 3 clusters Score -2991019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2991017.250000 Penalty: 5056.070801
	Iteration 63Q: 3 clusters Score -2991017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2991016.750000 Penalty: 5056.070801
	Iteration 64Q: 3 clusters Score -2991017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2991017.250000 Penalty: 5056.070801
	Iteration 65Q: 3 clusters Score -2991017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2991013.750000 Penalty: 5056.070801
	Iteration 66Q: 3 clusters Score -2991014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2991016.500000 Penalty: 5056.070801
	Iteration 67Q: 3 clusters Score -2991016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2991018.500000 Penalty: 5056.070801
	Iteration 68Q: 3 clusters Score -2991018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2991020.000000 Penalty: 5056.070801
	Iteration 69Q: 3 clusters Score -2991020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2991021.250000 Penalty: 5056.070801
	Iteration 70Q: 3 clusters Score -2991021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2991022.000000 Penalty: 5056.070801
	Iteration 71Q: 3 clusters Score -2991022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2991019.750000 Penalty: 5056.070801
	Iteration 72Q: 3 clusters Score -2991020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2991022.500000 Penalty: 5056.070801
	Iteration 73Q: 3 clusters Score -2991022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2991021.250000 Penalty: 5056.070801
	Iteration 74Q: 3 clusters Score -2991021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2991024.500000 Penalty: 5056.070801
	Iteration 75Q: 3 clusters Score -2991024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2991022.500000 Penalty: 5056.070801
	Iteration 76Q: 3 clusters Score -2991022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2991022.500000 Penalty: 5056.070801
	Iteration 77F: 3 clusters Score -2991022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97466 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26318 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15193 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344267 members 
Mstep: Class 46 contains 23412 members 
Entering Unmasked Estep 
Score: -110928904.000000 Penalty: 157755.078125
Splitting cluster 16 changes total score from -110929800.000000 to -110928904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Entering Unmasked Estep 
Score: -1239003.625000 Penalty: 2316.114990
	Iteration 0F: 2 clusters Score -1239004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1230451.250000 Penalty: 4632.229980
	Iteration 0F: 3 clusters Score -1230451 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1232991.625000 Penalty: 4632.229980
	Iteration 1F: 3 clusters Score -1232992 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1233326.875000 Penalty: 4632.229980
	Iteration 2F: 3 clusters Score -1233327 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1233597.375000 Penalty: 4632.229980
	Iteration 3F: 3 clusters Score -1233597 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1233902.125000 Penalty: 4632.229980
	Iteration 4Q: 3 clusters Score -1233902 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1234177.125000 Penalty: 4632.229980
	Iteration 5Q: 3 clusters Score -1234177 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1234434.250000 Penalty: 4632.229980
	Iteration 6Q: 3 clusters Score -1234434 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1234676.250000 Penalty: 4632.229980
	Iteration 7Q: 3 clusters Score -1234676 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1234936.875000 Penalty: 4632.229980
	Iteration 8Q: 3 clusters Score -1234937 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1235221.125000 Penalty: 4632.229980
	Iteration 9Q: 3 clusters Score -1235221 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1235523.750000 Penalty: 4632.229980
	Iteration 10Q: 3 clusters Score -1235524 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1235840.250000 Penalty: 4632.229980
	Iteration 11Q: 3 clusters Score -1235840 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1236118.875000 Penalty: 4632.229980
	Iteration 12Q: 3 clusters Score -1236119 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1236340.125000 Penalty: 4632.229980
	Iteration 13Q: 3 clusters Score -1236340 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1236494.500000 Penalty: 4632.229980
	Iteration 14Q: 3 clusters Score -1236494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1236586.500000 Penalty: 4632.229980
	Iteration 15Q: 3 clusters Score -1236586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1236653.875000 Penalty: 4632.229980
	Iteration 16Q: 3 clusters Score -1236654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1236712.375000 Penalty: 4632.229980
	Iteration 17Q: 3 clusters Score -1236712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1236756.500000 Penalty: 4632.229980
	Iteration 18Q: 3 clusters Score -1236756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1236791.125000 Penalty: 4632.229980
	Iteration 19Q: 3 clusters Score -1236791 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1236816.125000 Penalty: 4632.229980
	Iteration 20F: 3 clusters Score -1236816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1236839.625000 Penalty: 4632.229980
	Iteration 21Q: 3 clusters Score -1236840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1236860.125000 Penalty: 4632.229980
	Iteration 22Q: 3 clusters Score -1236860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1236871.375000 Penalty: 4632.229980
	Iteration 23Q: 3 clusters Score -1236871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1236888.250000 Penalty: 4632.229980
	Iteration 24Q: 3 clusters Score -1236888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1236895.875000 Penalty: 4632.229980
	Iteration 25Q: 3 clusters Score -1236896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1236900.625000 Penalty: 4632.229980
	Iteration 26Q: 3 clusters Score -1236901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1236906.250000 Penalty: 4632.229980
	Iteration 27Q: 3 clusters Score -1236906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1236914.375000 Penalty: 4632.229980
	Iteration 28Q: 3 clusters Score -1236914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1236924.500000 Penalty: 4632.229980
	Iteration 29Q: 3 clusters Score -1236924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1236938.125000 Penalty: 4632.229980
	Iteration 30Q: 3 clusters Score -1236938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1236946.625000 Penalty: 4632.229980
	Iteration 31Q: 3 clusters Score -1236947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1236955.125000 Penalty: 4632.229980
	Iteration 32Q: 3 clusters Score -1236955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1236961.000000 Penalty: 4632.229980
	Iteration 33Q: 3 clusters Score -1236961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1236965.125000 Penalty: 4632.229980
	Iteration 34Q: 3 clusters Score -1236965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1236973.875000 Penalty: 4632.229980
	Iteration 35Q: 3 clusters Score -1236974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1236974.500000 Penalty: 4632.229980
	Iteration 36Q: 3 clusters Score -1236974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1236977.625000 Penalty: 4632.229980
	Iteration 37Q: 3 clusters Score -1236978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1236984.000000 Penalty: 4632.229980
	Iteration 38Q: 3 clusters Score -1236984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1236992.875000 Penalty: 4632.229980
	Iteration 39Q: 3 clusters Score -1236993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1236994.500000 Penalty: 4632.229980
	Iteration 40F: 3 clusters Score -1236994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1237000.625000 Penalty: 4632.229980
	Iteration 41Q: 3 clusters Score -1237001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1237002.375000 Penalty: 4632.229980
	Iteration 42Q: 3 clusters Score -1237002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1237006.500000 Penalty: 4632.229980
	Iteration 43Q: 3 clusters Score -1237006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1237016.250000 Penalty: 4632.229980
	Iteration 44Q: 3 clusters Score -1237016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1237017.750000 Penalty: 4632.229980
	Iteration 45Q: 3 clusters Score -1237018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1237020.625000 Penalty: 4632.229980
	Iteration 46Q: 3 clusters Score -1237021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1237023.375000 Penalty: 4632.229980
	Iteration 47Q: 3 clusters Score -1237023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1237024.500000 Penalty: 4632.229980
	Iteration 48Q: 3 clusters Score -1237024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1237029.000000 Penalty: 4632.229980
	Iteration 49Q: 3 clusters Score -1237029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1237032.000000 Penalty: 4632.229980
	Iteration 50Q: 3 clusters Score -1237032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1237032.000000 Penalty: 4632.229980
	Iteration 51Q: 3 clusters Score -1237032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1237033.625000 Penalty: 4632.229980
	Iteration 52Q: 3 clusters Score -1237034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1237037.250000 Penalty: 4632.229980
	Iteration 53Q: 3 clusters Score -1237037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1237040.375000 Penalty: 4632.229980
	Iteration 54Q: 3 clusters Score -1237040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1237047.625000 Penalty: 4632.229980
	Iteration 55Q: 3 clusters Score -1237048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1237051.500000 Penalty: 4632.229980
	Iteration 56Q: 3 clusters Score -1237052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1237050.000000 Penalty: 4632.229980
	Iteration 57Q: 3 clusters Score -1237050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1237054.500000 Penalty: 4632.229980
	Iteration 58Q: 3 clusters Score -1237054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1237058.375000 Penalty: 4632.229980
	Iteration 59Q: 3 clusters Score -1237058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1237061.750000 Penalty: 4632.229980
	Iteration 60F: 3 clusters Score -1237062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1237062.750000 Penalty: 4632.229980
	Iteration 61Q: 3 clusters Score -1237063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1237065.500000 Penalty: 4632.229980
	Iteration 62Q: 3 clusters Score -1237066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1237068.500000 Penalty: 4632.229980
	Iteration 63Q: 3 clusters Score -1237068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1237068.125000 Penalty: 4632.229980
	Iteration 64Q: 3 clusters Score -1237068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1237067.000000 Penalty: 4632.229980
	Iteration 65Q: 3 clusters Score -1237067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1237071.000000 Penalty: 4632.229980
	Iteration 66Q: 3 clusters Score -1237071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1237071.750000 Penalty: 4632.229980
	Iteration 67Q: 3 clusters Score -1237072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1237075.250000 Penalty: 4632.229980
	Iteration 68Q: 3 clusters Score -1237075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1237077.375000 Penalty: 4632.229980
	Iteration 69Q: 3 clusters Score -1237077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1237078.750000 Penalty: 4632.229980
	Iteration 70Q: 3 clusters Score -1237079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1237080.750000 Penalty: 4632.229980
	Iteration 71Q: 3 clusters Score -1237081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1237082.125000 Penalty: 4632.229980
	Iteration 72Q: 3 clusters Score -1237082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1237081.250000 Penalty: 4632.229980
	Iteration 73Q: 3 clusters Score -1237081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1237083.625000 Penalty: 4632.229980
	Iteration 74Q: 3 clusters Score -1237084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1237085.625000 Penalty: 4632.229980
	Iteration 75Q: 3 clusters Score -1237086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1237084.750000 Penalty: 4632.229980
	Iteration 76Q: 3 clusters Score -1237085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1237086.625000 Penalty: 4632.229980
	Iteration 77Q: 3 clusters Score -1237087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1237088.000000 Penalty: 4632.229980
	Iteration 78Q: 3 clusters Score -1237088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1237088.375000 Penalty: 4632.229980
	Iteration 79Q: 3 clusters Score -1237088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1237092.125000 Penalty: 4632.229980
	Iteration 80F: 3 clusters Score -1237092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1237092.000000 Penalty: 4632.229980
	Iteration 81Q: 3 clusters Score -1237092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1237092.250000 Penalty: 4632.229980
	Iteration 82Q: 3 clusters Score -1237092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1237093.500000 Penalty: 4632.229980
	Iteration 83Q: 3 clusters Score -1237094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1237093.000000 Penalty: 4632.229980
	Iteration 84Q: 3 clusters Score -1237093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1237092.000000 Penalty: 4632.229980
	Iteration 85Q: 3 clusters Score -1237092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1237097.250000 Penalty: 4632.229980
	Iteration 86Q: 3 clusters Score -1237097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1237098.250000 Penalty: 4632.229980
	Iteration 87Q: 3 clusters Score -1237098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1237098.875000 Penalty: 4632.229980
	Iteration 88Q: 3 clusters Score -1237099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1237100.250000 Penalty: 4632.229980
	Iteration 89Q: 3 clusters Score -1237100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1237099.500000 Penalty: 4632.229980
	Iteration 90Q: 3 clusters Score -1237100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1237098.500000 Penalty: 4632.229980
	Iteration 91Q: 3 clusters Score -1237098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1237099.250000 Penalty: 4632.229980
	Iteration 92Q: 3 clusters Score -1237099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1237099.250000 Penalty: 4632.229980
	Iteration 93F: 3 clusters Score -1237099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -16452.562500 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -16452.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15350.015625 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -15350.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15475.702148 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -15475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15496.186523 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -15496.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15529.466797 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -15529.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15537.976562 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -15537.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15537.976562 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -15537.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -1097807.000000 Penalty: 2280.919189
	Iteration 0F: 2 clusters Score -1097807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1090290.250000 Penalty: 4561.838379
	Iteration 0F: 3 clusters Score -1090290 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1092497.875000 Penalty: 4561.838379
	Iteration 1F: 3 clusters Score -1092498 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1092838.625000 Penalty: 4561.838379
	Iteration 2F: 3 clusters Score -1092839 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1093101.750000 Penalty: 4561.838379
	Iteration 3F: 3 clusters Score -1093102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1093327.625000 Penalty: 4561.838379
	Iteration 4Q: 3 clusters Score -1093328 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1093542.375000 Penalty: 4561.838379
	Iteration 5Q: 3 clusters Score -1093542 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1093796.125000 Penalty: 4561.838379
	Iteration 6Q: 3 clusters Score -1093796 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1094098.250000 Penalty: 4561.838379
	Iteration 7Q: 3 clusters Score -1094098 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1094459.875000 Penalty: 4561.838379
	Iteration 8Q: 3 clusters Score -1094460 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1094966.500000 Penalty: 4561.838379
	Iteration 9F: 3 clusters Score -1094966 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1095579.375000 Penalty: 4561.838379
	Iteration 10F: 3 clusters Score -1095579 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1096119.750000 Penalty: 4561.838379
	Iteration 11Q: 3 clusters Score -1096120 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1096439.625000 Penalty: 4561.838379
	Iteration 12Q: 3 clusters Score -1096440 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1096606.750000 Penalty: 4561.838379
	Iteration 13Q: 3 clusters Score -1096607 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1096716.875000 Penalty: 4561.838379
	Iteration 14Q: 3 clusters Score -1096717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1096795.750000 Penalty: 4561.838379
	Iteration 15Q: 3 clusters Score -1096796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1096847.000000 Penalty: 4561.838379
	Iteration 16Q: 3 clusters Score -1096847 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1096899.750000 Penalty: 4561.838379
	Iteration 17Q: 3 clusters Score -1096900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1096955.000000 Penalty: 4561.838379
	Iteration 18Q: 3 clusters Score -1096955 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1097011.375000 Penalty: 4561.838379
	Iteration 19Q: 3 clusters Score -1097011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1097067.375000 Penalty: 4561.838379
	Iteration 20F: 3 clusters Score -1097067 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1097121.125000 Penalty: 4561.838379
	Iteration 21Q: 3 clusters Score -1097121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1097176.500000 Penalty: 4561.838379
	Iteration 22Q: 3 clusters Score -1097176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1097232.250000 Penalty: 4561.838379
	Iteration 23Q: 3 clusters Score -1097232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1097279.125000 Penalty: 4561.838379
	Iteration 24Q: 3 clusters Score -1097279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1097311.125000 Penalty: 4561.838379
	Iteration 25Q: 3 clusters Score -1097311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1097326.375000 Penalty: 4561.838379
	Iteration 26Q: 3 clusters Score -1097326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1097335.000000 Penalty: 4561.838379
	Iteration 27Q: 3 clusters Score -1097335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1097335.875000 Penalty: 4561.838379
	Iteration 28Q: 3 clusters Score -1097336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1097343.375000 Penalty: 4561.838379
	Iteration 29Q: 3 clusters Score -1097343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1097345.000000 Penalty: 4561.838379
	Iteration 30Q: 3 clusters Score -1097345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1097348.250000 Penalty: 4561.838379
	Iteration 31Q: 3 clusters Score -1097348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1097350.875000 Penalty: 4561.838379
	Iteration 32Q: 3 clusters Score -1097351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1097352.375000 Penalty: 4561.838379
	Iteration 33Q: 3 clusters Score -1097352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1097351.750000 Penalty: 4561.838379
	Iteration 34Q: 3 clusters Score -1097352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1097354.000000 Penalty: 4561.838379
	Iteration 35Q: 3 clusters Score -1097354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1097353.000000 Penalty: 4561.838379
	Iteration 36Q: 3 clusters Score -1097353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1097353.000000 Penalty: 4561.838379
	Iteration 37Q: 3 clusters Score -1097353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1097353.125000 Penalty: 4561.838379
	Iteration 38Q: 3 clusters Score -1097353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1097352.875000 Penalty: 4561.838379
	Iteration 39Q: 3 clusters Score -1097353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1097353.125000 Penalty: 4561.838379
	Iteration 40F: 3 clusters Score -1097353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Entering Unmasked Estep 
Score: -11042073.000000 Penalty: 2848.840332
	Iteration 0F: 2 clusters Score -1.104207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -10977048.000000 Penalty: 5697.680664
	Iteration 0F: 3 clusters Score -1.097705e+07 nChanged 46088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -11003023.000000 Penalty: 5697.680664
	Iteration 1F: 3 clusters Score -1.100302e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -11003787.000000 Penalty: 5697.680664
	Iteration 2Q: 3 clusters Score -1.100379e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -11004827.000000 Penalty: 5697.680664
	Iteration 3Q: 3 clusters Score -1.100483e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -11006167.000000 Penalty: 5697.680664
	Iteration 4Q: 3 clusters Score -1.100617e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -11008220.000000 Penalty: 5697.680664
	Iteration 5Q: 3 clusters Score -1.100822e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -11011909.000000 Penalty: 5697.680664
	Iteration 6F: 3 clusters Score -1.101191e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -11017794.000000 Penalty: 5697.680664
	Iteration 7F: 3 clusters Score -1.101779e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -11025159.000000 Penalty: 5697.680664
	Iteration 8F: 3 clusters Score -1.102516e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -11032178.000000 Penalty: 5697.680664
	Iteration 9F: 3 clusters Score -1.103218e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -11036562.000000 Penalty: 5697.680664
	Iteration 10Q: 3 clusters Score -1.103656e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -11038478.000000 Penalty: 5697.680664
	Iteration 11Q: 3 clusters Score -1.103848e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -11039052.000000 Penalty: 5697.680664
	Iteration 12Q: 3 clusters Score -1.103905e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -11039357.000000 Penalty: 5697.680664
	Iteration 13Q: 3 clusters Score -1.103936e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -11039466.000000 Penalty: 5697.680664
	Iteration 14Q: 3 clusters Score -1.103947e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -11039556.000000 Penalty: 5697.680664
	Iteration 15Q: 3 clusters Score -1.103956e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 96997 members 
Entering Unmasked Estep 
Score: -11039623.000000 Penalty: 5697.680664
	Iteration 16Q: 3 clusters Score -1.103962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -11039635.000000 Penalty: 5697.680664
	Iteration 17Q: 3 clusters Score -1.103964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -11039664.000000 Penalty: 5697.680664
	Iteration 18Q: 3 clusters Score -1.103966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -11039690.000000 Penalty: 5697.680664
	Iteration 19Q: 3 clusters Score -1.103969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 97035 members 
Entering Unmasked Estep 
Score: -11039695.000000 Penalty: 5697.680664
	Iteration 20F: 3 clusters Score -1.10397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -11039708.000000 Penalty: 5697.680664
	Iteration 21Q: 3 clusters Score -1.103971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -11039718.000000 Penalty: 5697.680664
	Iteration 22Q: 3 clusters Score -1.103972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -11039730.000000 Penalty: 5697.680664
	Iteration 23Q: 3 clusters Score -1.103973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -11039743.000000 Penalty: 5697.680664
	Iteration 24Q: 3 clusters Score -1.103974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -11039747.000000 Penalty: 5697.680664
	Iteration 25Q: 3 clusters Score -1.103975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -11039752.000000 Penalty: 5697.680664
	Iteration 26Q: 3 clusters Score -1.103975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -11039753.000000 Penalty: 5697.680664
	Iteration 27Q: 3 clusters Score -1.103975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -11039750.000000 Penalty: 5697.680664
	Iteration 28Q: 3 clusters Score -1.103975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -11039764.000000 Penalty: 5697.680664
	Iteration 29Q: 3 clusters Score -1.103976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -11039769.000000 Penalty: 5697.680664
	Iteration 30Q: 3 clusters Score -1.103977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -11039783.000000 Penalty: 5697.680664
	Iteration 31Q: 3 clusters Score -1.103978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -11039793.000000 Penalty: 5697.680664
	Iteration 32Q: 3 clusters Score -1.103979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039793.000000 Penalty: 5697.680664
	Iteration 33Q: 3 clusters Score -1.103979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -11039791.000000 Penalty: 5697.680664
	Iteration 34Q: 3 clusters Score -1.103979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -11039809.000000 Penalty: 5697.680664
	Iteration 35Q: 3 clusters Score -1.103981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -11039812.000000 Penalty: 5697.680664
	Iteration 36Q: 3 clusters Score -1.103981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -11039811.000000 Penalty: 5697.680664
	Iteration 37Q: 3 clusters Score -1.103981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -11039819.000000 Penalty: 5697.680664
	Iteration 38Q: 3 clusters Score -1.103982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -11039822.000000 Penalty: 5697.680664
	Iteration 39Q: 3 clusters Score -1.103982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -11039830.000000 Penalty: 5697.680664
	Iteration 40F: 3 clusters Score -1.103983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -11039833.000000 Penalty: 5697.680664
	Iteration 41Q: 3 clusters Score -1.103983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -11039830.000000 Penalty: 5697.680664
	Iteration 42Q: 3 clusters Score -1.103983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039838.000000 Penalty: 5697.680664
	Iteration 43Q: 3 clusters Score -1.103984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039835.000000 Penalty: 5697.680664
	Iteration 44Q: 3 clusters Score -1.103984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -11039834.000000 Penalty: 5697.680664
	Iteration 45Q: 3 clusters Score -1.103983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -11039840.000000 Penalty: 5697.680664
	Iteration 46Q: 3 clusters Score -1.103984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039839.000000 Penalty: 5697.680664
	Iteration 47Q: 3 clusters Score -1.103984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039845.000000 Penalty: 5697.680664
	Iteration 48Q: 3 clusters Score -1.103984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -11039847.000000 Penalty: 5697.680664
	Iteration 49Q: 3 clusters Score -1.103985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039847.000000 Penalty: 5697.680664
	Iteration 50Q: 3 clusters Score -1.103985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -11039847.000000 Penalty: 5697.680664
	Iteration 51F: 3 clusters Score -1.103985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -208792.437500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -208792.4 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 927 members 
Entering Unmasked Estep 
Score: -206266.359375 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -206266.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206716.406250 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -206716.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206803.750000 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -206803.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206867.546875 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -206867.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206900.093750 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -206900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -206917.796875 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -206917.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -206928.875000 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -206928.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -206941.296875 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -206941.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -206954.468750 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -206954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206959.203125 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -206959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206965.109375 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -206965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206968.593750 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -206968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206971.468750 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -206971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206972.859375 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -206972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -206975.656250 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -206975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -206977.031250 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -206977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -206978.921875 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -206978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -206983.843750 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -206983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -206988.109375 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -206988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -206992.546875 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -206992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206994.421875 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -206994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -206995.687500 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -206995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -206995.687500 Penalty: 3729.229248
	Iteration 22F: 3 clusters Score -206995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Entering Unmasked Estep 
Score: -3023098.250000 Penalty: 2524.145996
	Iteration 0F: 2 clusters Score -3023098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3004829.000000 Penalty: 5048.291992
	Iteration 0F: 3 clusters Score -3004829 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3011165.250000 Penalty: 5048.291992
	Iteration 1F: 3 clusters Score -3011165 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3011656.250000 Penalty: 5048.291992
	Iteration 2F: 3 clusters Score -3011656 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3012076.750000 Penalty: 5048.291992
	Iteration 3Q: 3 clusters Score -3012077 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3012460.250000 Penalty: 5048.291992
	Iteration 4Q: 3 clusters Score -3012460 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3012845.000000 Penalty: 5048.291992
	Iteration 5Q: 3 clusters Score -3012845 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3013259.250000 Penalty: 5048.291992
	Iteration 6Q: 3 clusters Score -3013259 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3013759.250000 Penalty: 5048.291992
	Iteration 7Q: 3 clusters Score -3013759 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3014349.000000 Penalty: 5048.291992
	Iteration 8Q: 3 clusters Score -3014349 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3015163.750000 Penalty: 5048.291992
	Iteration 9Q: 3 clusters Score -3015164 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3016171.750000 Penalty: 5048.291992
	Iteration 10Q: 3 clusters Score -3016172 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3017281.500000 Penalty: 5048.291992
	Iteration 11Q: 3 clusters Score -3017282 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3018277.750000 Penalty: 5048.291992
	Iteration 12Q: 3 clusters Score -3018278 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3019139.750000 Penalty: 5048.291992
	Iteration 13Q: 3 clusters Score -3019140 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3019735.750000 Penalty: 5048.291992
	Iteration 14Q: 3 clusters Score -3019736 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3020095.000000 Penalty: 5048.291992
	Iteration 15Q: 3 clusters Score -3020095 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3020322.000000 Penalty: 5048.291992
	Iteration 16Q: 3 clusters Score -3020322 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3020476.500000 Penalty: 5048.291992
	Iteration 17Q: 3 clusters Score -3020476 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3020593.500000 Penalty: 5048.291992
	Iteration 18Q: 3 clusters Score -3020594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3020656.250000 Penalty: 5048.291992
	Iteration 19Q: 3 clusters Score -3020656 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3020730.750000 Penalty: 5048.291992
	Iteration 20F: 3 clusters Score -3020731 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3020771.000000 Penalty: 5048.291992
	Iteration 21Q: 3 clusters Score -3020771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3020799.000000 Penalty: 5048.291992
	Iteration 22Q: 3 clusters Score -3020799 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3020837.250000 Penalty: 5048.291992
	Iteration 23Q: 3 clusters Score -3020837 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3020865.000000 Penalty: 5048.291992
	Iteration 24Q: 3 clusters Score -3020865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3020893.750000 Penalty: 5048.291992
	Iteration 25Q: 3 clusters Score -3020894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3020915.500000 Penalty: 5048.291992
	Iteration 26Q: 3 clusters Score -3020916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3020920.250000 Penalty: 5048.291992
	Iteration 27Q: 3 clusters Score -3020920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3020937.000000 Penalty: 5048.291992
	Iteration 28Q: 3 clusters Score -3020937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3020944.000000 Penalty: 5048.291992
	Iteration 29Q: 3 clusters Score -3020944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3020958.250000 Penalty: 5048.291992
	Iteration 30Q: 3 clusters Score -3020958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3020958.250000 Penalty: 5048.291992
	Iteration 31Q: 3 clusters Score -3020958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3020956.750000 Penalty: 5048.291992
	Iteration 32Q: 3 clusters Score -3020957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3020969.500000 Penalty: 5048.291992
	Iteration 33Q: 3 clusters Score -3020970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3020967.250000 Penalty: 5048.291992
	Iteration 34Q: 3 clusters Score -3020967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3020969.250000 Penalty: 5048.291992
	Iteration 35Q: 3 clusters Score -3020969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3020979.750000 Penalty: 5048.291992
	Iteration 36Q: 3 clusters Score -3020980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3020977.500000 Penalty: 5048.291992
	Iteration 37Q: 3 clusters Score -3020978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3020988.000000 Penalty: 5048.291992
	Iteration 38Q: 3 clusters Score -3020988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3021000.500000 Penalty: 5048.291992
	Iteration 39Q: 3 clusters Score -3021000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3020995.500000 Penalty: 5048.291992
	Iteration 40F: 3 clusters Score -3020996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3020992.000000 Penalty: 5048.291992
	Iteration 41Q: 3 clusters Score -3020992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3020991.500000 Penalty: 5048.291992
	Iteration 42Q: 3 clusters Score -3020992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3021003.250000 Penalty: 5048.291992
	Iteration 43Q: 3 clusters Score -3021003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3021005.750000 Penalty: 5048.291992
	Iteration 44Q: 3 clusters Score -3021006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3021008.250000 Penalty: 5048.291992
	Iteration 45Q: 3 clusters Score -3021008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3021007.250000 Penalty: 5048.291992
	Iteration 46Q: 3 clusters Score -3021007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3021015.250000 Penalty: 5048.291992
	Iteration 47Q: 3 clusters Score -3021015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3021017.000000 Penalty: 5048.291992
	Iteration 48Q: 3 clusters Score -3021017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3021021.500000 Penalty: 5048.291992
	Iteration 49Q: 3 clusters Score -3021022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3021020.000000 Penalty: 5048.291992
	Iteration 50Q: 3 clusters Score -3021020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3021018.250000 Penalty: 5048.291992
	Iteration 51Q: 3 clusters Score -3021018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3021021.000000 Penalty: 5048.291992
	Iteration 52Q: 3 clusters Score -3021021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3021018.000000 Penalty: 5048.291992
	Iteration 53Q: 3 clusters Score -3021018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3021015.750000 Penalty: 5048.291992
	Iteration 54Q: 3 clusters Score -3021016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3021014.250000 Penalty: 5048.291992
	Iteration 55Q: 3 clusters Score -3021014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3021014.250000 Penalty: 5048.291992
	Iteration 56F: 3 clusters Score -3021014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Entering Unmasked Estep 
Score: -2678061.250000 Penalty: 2493.150879
	Iteration 0F: 2 clusters Score -2678061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2661855.250000 Penalty: 4986.301758
	Iteration 0F: 3 clusters Score -2661855 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2667771.250000 Penalty: 4986.301758
	Iteration 1F: 3 clusters Score -2667771 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2668394.250000 Penalty: 4986.301758
	Iteration 2F: 3 clusters Score -2668394 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2669111.500000 Penalty: 4986.301758
	Iteration 3F: 3 clusters Score -2669112 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2670024.000000 Penalty: 4986.301758
	Iteration 4F: 3 clusters Score -2670024 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2671180.750000 Penalty: 4986.301758
	Iteration 5F: 3 clusters Score -2671181 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2672490.500000 Penalty: 4986.301758
	Iteration 6F: 3 clusters Score -2672490 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2673743.250000 Penalty: 4986.301758
	Iteration 7F: 3 clusters Score -2673743 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2674719.500000 Penalty: 4986.301758
	Iteration 8Q: 3 clusters Score -2674720 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2675249.500000 Penalty: 4986.301758
	Iteration 9Q: 3 clusters Score -2675250 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2675535.000000 Penalty: 4986.301758
	Iteration 10Q: 3 clusters Score -2675535 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2675684.500000 Penalty: 4986.301758
	Iteration 11Q: 3 clusters Score -2675684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2675755.500000 Penalty: 4986.301758
	Iteration 12Q: 3 clusters Score -2675756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2675808.750000 Penalty: 4986.301758
	Iteration 13Q: 3 clusters Score -2675809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2675832.000000 Penalty: 4986.301758
	Iteration 14Q: 3 clusters Score -2675832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2675845.750000 Penalty: 4986.301758
	Iteration 15Q: 3 clusters Score -2675846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2675869.000000 Penalty: 4986.301758
	Iteration 16Q: 3 clusters Score -2675869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2675879.750000 Penalty: 4986.301758
	Iteration 17Q: 3 clusters Score -2675880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2675892.000000 Penalty: 4986.301758
	Iteration 18Q: 3 clusters Score -2675892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2675905.250000 Penalty: 4986.301758
	Iteration 19Q: 3 clusters Score -2675905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2675913.000000 Penalty: 4986.301758
	Iteration 20F: 3 clusters Score -2675913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Entering Unmasked Estep 
Score: -3716143.000000 Penalty: 2601.436279
	Iteration 0F: 2 clusters Score -3716143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3691780.500000 Penalty: 5202.872559
	Iteration 0F: 3 clusters Score -3691780 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3701133.500000 Penalty: 5202.872559
	Iteration 1F: 3 clusters Score -3701134 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3702117.500000 Penalty: 5202.872559
	Iteration 2F: 3 clusters Score -3702118 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3703269.250000 Penalty: 5202.872559
	Iteration 3F: 3 clusters Score -3703269 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3704703.750000 Penalty: 5202.872559
	Iteration 4F: 3 clusters Score -3704704 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3706432.000000 Penalty: 5202.872559
	Iteration 5F: 3 clusters Score -3706432 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3708248.500000 Penalty: 5202.872559
	Iteration 6F: 3 clusters Score -3708248 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3709971.750000 Penalty: 5202.872559
	Iteration 7F: 3 clusters Score -3709972 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3711422.750000 Penalty: 5202.872559
	Iteration 8F: 3 clusters Score -3711423 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3712588.500000 Penalty: 5202.872559
	Iteration 9Q: 3 clusters Score -3712588 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3713510.000000 Penalty: 5202.872559
	Iteration 10Q: 3 clusters Score -3713510 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3714386.750000 Penalty: 5202.872559
	Iteration 11Q: 3 clusters Score -3714387 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3715128.500000 Penalty: 5202.872559
	Iteration 12Q: 3 clusters Score -3715128 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3715638.500000 Penalty: 5202.872559
	Iteration 13Q: 3 clusters Score -3715638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3715814.000000 Penalty: 5202.872559
	Iteration 14Q: 3 clusters Score -3715814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3715885.000000 Penalty: 5202.872559
	Iteration 15Q: 3 clusters Score -3715885 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3715899.250000 Penalty: 5202.872559
	Iteration 16Q: 3 clusters Score -3715899 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3715920.250000 Penalty: 5202.872559
	Iteration 17Q: 3 clusters Score -3715920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3715912.250000 Penalty: 5202.872559
	Iteration 18Q: 3 clusters Score -3715912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3715920.250000 Penalty: 5202.872559
	Iteration 19Q: 3 clusters Score -3715920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3715923.250000 Penalty: 5202.872559
	Iteration 20F: 3 clusters Score -3715923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3715936.250000 Penalty: 5202.872559
	Iteration 21Q: 3 clusters Score -3715936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3715938.500000 Penalty: 5202.872559
	Iteration 22Q: 3 clusters Score -3715938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3715928.250000 Penalty: 5202.872559
	Iteration 23Q: 3 clusters Score -3715928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3715925.750000 Penalty: 5202.872559
	Iteration 24Q: 3 clusters Score -3715926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3715923.750000 Penalty: 5202.872559
	Iteration 25Q: 3 clusters Score -3715924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3715932.250000 Penalty: 5202.872559
	Iteration 26Q: 3 clusters Score -3715932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3715936.250000 Penalty: 5202.872559
	Iteration 27Q: 3 clusters Score -3715936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3715929.250000 Penalty: 5202.872559
	Iteration 28Q: 3 clusters Score -3715929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3715928.500000 Penalty: 5202.872559
	Iteration 29Q: 3 clusters Score -3715928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3715930.500000 Penalty: 5202.872559
	Iteration 30Q: 3 clusters Score -3715930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3715932.000000 Penalty: 5202.872559
	Iteration 31Q: 3 clusters Score -3715932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3715932.000000 Penalty: 5202.872559
	Iteration 32F: 3 clusters Score -3715932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Entering Unmasked Estep 
Score: -1585520.625000 Penalty: 2370.830078
	Iteration 0F: 2 clusters Score -1585521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1575070.875000 Penalty: 4741.660156
	Iteration 0F: 3 clusters Score -1575071 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1578367.500000 Penalty: 4741.660156
	Iteration 1F: 3 clusters Score -1578368 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1578784.375000 Penalty: 4741.660156
	Iteration 2F: 3 clusters Score -1578784 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1579054.875000 Penalty: 4741.660156
	Iteration 3F: 3 clusters Score -1579055 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1579265.750000 Penalty: 4741.660156
	Iteration 4Q: 3 clusters Score -1579266 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1579469.500000 Penalty: 4741.660156
	Iteration 5Q: 3 clusters Score -1579470 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1579672.125000 Penalty: 4741.660156
	Iteration 6Q: 3 clusters Score -1579672 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1579927.500000 Penalty: 4741.660156
	Iteration 7Q: 3 clusters Score -1579928 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1580197.250000 Penalty: 4741.660156
	Iteration 8Q: 3 clusters Score -1580197 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1580523.375000 Penalty: 4741.660156
	Iteration 9Q: 3 clusters Score -1580523 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1580897.875000 Penalty: 4741.660156
	Iteration 10Q: 3 clusters Score -1580898 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1581310.250000 Penalty: 4741.660156
	Iteration 11Q: 3 clusters Score -1581310 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1581720.125000 Penalty: 4741.660156
	Iteration 12Q: 3 clusters Score -1581720 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1582120.750000 Penalty: 4741.660156
	Iteration 13Q: 3 clusters Score -1582121 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1582513.750000 Penalty: 4741.660156
	Iteration 14Q: 3 clusters Score -1582514 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1582821.375000 Penalty: 4741.660156
	Iteration 15Q: 3 clusters Score -1582821 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1583043.875000 Penalty: 4741.660156
	Iteration 16Q: 3 clusters Score -1583044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1583216.375000 Penalty: 4741.660156
	Iteration 17Q: 3 clusters Score -1583216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1583311.375000 Penalty: 4741.660156
	Iteration 18Q: 3 clusters Score -1583311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1583371.625000 Penalty: 4741.660156
	Iteration 19Q: 3 clusters Score -1583372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1583416.250000 Penalty: 4741.660156
	Iteration 20F: 3 clusters Score -1583416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1583443.625000 Penalty: 4741.660156
	Iteration 21Q: 3 clusters Score -1583444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1583460.750000 Penalty: 4741.660156
	Iteration 22Q: 3 clusters Score -1583461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1583473.750000 Penalty: 4741.660156
	Iteration 23Q: 3 clusters Score -1583474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1583481.500000 Penalty: 4741.660156
	Iteration 24Q: 3 clusters Score -1583482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1583494.625000 Penalty: 4741.660156
	Iteration 25Q: 3 clusters Score -1583495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1583498.750000 Penalty: 4741.660156
	Iteration 26Q: 3 clusters Score -1583499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1583499.125000 Penalty: 4741.660156
	Iteration 27Q: 3 clusters Score -1583499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1583504.625000 Penalty: 4741.660156
	Iteration 28Q: 3 clusters Score -1583505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1583508.250000 Penalty: 4741.660156
	Iteration 29Q: 3 clusters Score -1583508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1583513.000000 Penalty: 4741.660156
	Iteration 30Q: 3 clusters Score -1583513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1583528.250000 Penalty: 4741.660156
	Iteration 31Q: 3 clusters Score -1583528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1583535.500000 Penalty: 4741.660156
	Iteration 32Q: 3 clusters Score -1583536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1583537.000000 Penalty: 4741.660156
	Iteration 33Q: 3 clusters Score -1583537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1583537.500000 Penalty: 4741.660156
	Iteration 34Q: 3 clusters Score -1583538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1583537.500000 Penalty: 4741.660156
	Iteration 35F: 3 clusters Score -1583538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -230396.171875 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -230396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -227684.843750 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -227684.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -228148.968750 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -228149 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -228306.765625 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -228306.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -228397.062500 Penalty: 3799.183105
	Iteration 3F: 3 clusters Score -228397.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228448.531250 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -228448.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -228487.390625 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -228487.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228521.625000 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -228521.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -228559.421875 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -228559.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -228588.531250 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -228588.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -228620.125000 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -228620.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228639.062500 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -228639.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228662.765625 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -228662.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228680.343750 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -228680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -228701.296875 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -228701.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -228731.234375 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -228731.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -228761.640625 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -228761.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -228793.968750 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -228794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -228822.812500 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -228822.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228850.781250 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -228850.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -228866.281250 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -228866.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -228883.312500 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -228883.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228905.406250 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -228905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228915.453125 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -228915.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228924.359375 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -228924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228930.984375 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -228931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228933.734375 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -228933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -228936.140625 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -228936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228940.140625 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -228940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -228942.109375 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -228942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228945.187500 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -228945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -228947.578125 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -228947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -228950.812500 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -228950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -228954.718750 Penalty: 3799.183105
	Iteration 32Q: 3 clusters Score -228954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -228956.078125 Penalty: 3799.183105
	Iteration 33Q: 3 clusters Score -228956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -228960.031250 Penalty: 3799.183105
	Iteration 34Q: 3 clusters Score -228960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228962.765625 Penalty: 3799.183105
	Iteration 35Q: 3 clusters Score -228962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -228970.015625 Penalty: 3799.183105
	Iteration 36Q: 3 clusters Score -228970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -228976.406250 Penalty: 3799.183105
	Iteration 37Q: 3 clusters Score -228976.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228987.296875 Penalty: 3799.183105
	Iteration 38Q: 3 clusters Score -228987.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228993.906250 Penalty: 3799.183105
	Iteration 39Q: 3 clusters Score -228993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229001.718750 Penalty: 3799.183105
	Iteration 40F: 3 clusters Score -229001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229005.296875 Penalty: 3799.183105
	Iteration 41Q: 3 clusters Score -229005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229009.187500 Penalty: 3799.183105
	Iteration 42Q: 3 clusters Score -229009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229013.000000 Penalty: 3799.183105
	Iteration 43Q: 3 clusters Score -229013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -229015.343750 Penalty: 3799.183105
	Iteration 44Q: 3 clusters Score -229015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229016.093750 Penalty: 3799.183105
	Iteration 45Q: 3 clusters Score -229016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229016.093750 Penalty: 3799.183105
	Iteration 46F: 3 clusters Score -229016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -1839442.750000 Penalty: 2402.332031
	Iteration 0F: 2 clusters Score -1839443 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 8115 members 
Entering Unmasked Estep 
Score: -1827922.250000 Penalty: 4804.664062
	Iteration 0F: 3 clusters Score -1827922 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1831823.000000 Penalty: 4804.664062
	Iteration 1F: 3 clusters Score -1831823 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1832248.875000 Penalty: 4804.664062
	Iteration 2F: 3 clusters Score -1832249 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1832607.375000 Penalty: 4804.664062
	Iteration 3Q: 3 clusters Score -1832607 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1832909.875000 Penalty: 4804.664062
	Iteration 4Q: 3 clusters Score -1832910 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1833195.875000 Penalty: 4804.664062
	Iteration 5Q: 3 clusters Score -1833196 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1833486.875000 Penalty: 4804.664062
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1833761 nChanged 544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1834005 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1834256.500000 Penalty: 4804.664062
	Iteration 9Q: 3 clusters Score -1834256 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1834490 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1834717.875000 Penalty: 4804.664062
	Iteration 11Q: 3 clusters Score -1834718 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1834923.500000 Penalty: 4804.664062
	Iteration 12Q: 3 clusters Score -1834924 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1835086 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1835225 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1835345.625000 Penalty: 4804.664062
	Iteration 15Q: 3 clusters Score -1835346 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1835437 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1835528.375000 Penalty: 4804.664062
	Iteration 17Q: 3 clusters Score -1835528 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1835612.500000 Penalty: 4804.664062
	Iteration 18Q: 3 clusters Score -1835612 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1835675 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1835744.125000 Penalty: 4804.664062
	Iteration 20F: 3 clusters Score -1835744 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1835789 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1835827 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1835871.750000 Penalty: 4804.664062
	Iteration 23Q: 3 clusters Score -1835872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1835900.250000 Penalty: 4804.664062
	Iteration 24Q: 3 clusters Score -1835900 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1835939 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1835976 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1835991 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1836025 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1836033.250000 Penalty: 4804.664062
	Iteration 29Q: 3 clusters Score -1836033 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1836059 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1836074 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1836082 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1836090 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1836093 nChanged 41
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Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1836102.625000 Penalty: 4804.664062
	Iteration 35Q: 3 clusters Score -1836103 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1836110 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1836121 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1836131.625000 Penalty: 4804.664062
	Iteration 38Q: 3 clusters Score -1836132 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1836135.500000 Penalty: 4804.664062
	Iteration 39Q: 3 clusters Score -1836136 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1836143.375000 Penalty: 4804.664062
	Iteration 40F: 3 clusters Score -1836143 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1836154.500000 Penalty: 4804.664062
	Iteration 41Q: 3 clusters Score -1836154 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1836157.875000 Penalty: 4804.664062
	Iteration 42Q: 3 clusters Score -1836158 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1836166.625000 Penalty: 4804.664062
	Iteration 43Q: 3 clusters Score -1836167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1836168 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1836169.625000 Penalty: 4804.664062
	Iteration 45Q: 3 clusters Score -1836170 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1836175.375000 Penalty: 4804.664062
	Iteration 46Q: 3 clusters Score -1836175 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1836179 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1836184.125000 Penalty: 4804.664062
	Iteration 48Q: 3 clusters Score -1836184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1836186.375000 Penalty: 4804.664062
	Iteration 49Q: 3 clusters Score -1836186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1836187.625000 Penalty: 4804.664062
	Iteration 50Q: 3 clusters Score -1836188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1836191.000000 Penalty: 4804.664062
	Iteration 51Q: 3 clusters Score -1836191 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1836195.125000 Penalty: 4804.664062
	Iteration 52Q: 3 clusters Score -1836195 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1836202.500000 Penalty: 4804.664062
	Iteration 53Q: 3 clusters Score -1836202 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1836207.750000 Penalty: 4804.664062
	Iteration 54Q: 3 clusters Score -1836208 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1836209.250000 Penalty: 4804.664062
	Iteration 55Q: 3 clusters Score -1836209 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1836210 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1836217.125000 Penalty: 4804.664062
	Iteration 57Q: 3 clusters Score -1836217 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1836221.875000 Penalty: 4804.664062
	Iteration 58Q: 3 clusters Score -1836222 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1836223 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1836231.625000 Penalty: 4804.664062
	Iteration 60F: 3 clusters Score -1836232 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1836238.250000 Penalty: 4804.664062
	Iteration 61Q: 3 clusters Score -1836238 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1836244.875000 Penalty: 4804.664062
	Iteration 62Q: 3 clusters Score -1836245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1836249.625000 Penalty: 4804.664062
	Iteration 63Q: 3 clusters Score -1836250 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1836253.500000 Penalty: 4804.664062
	Iteration 64Q: 3 clusters Score -1836254 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1836256.750000 Penalty: 4804.664062
	Iteration 65Q: 3 clusters Score -1836257 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1836269.500000 Penalty: 4804.664062
	Iteration 66Q: 3 clusters Score -1836270 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1836277.875000 Penalty: 4804.664062
	Iteration 67Q: 3 clusters Score -1836278 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1836287.875000 Penalty: 4804.664062
	Iteration 68Q: 3 clusters Score -1836288 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1836295.750000 Penalty: 4804.664062
	Iteration 69Q: 3 clusters Score -1836296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1836309.125000 Penalty: 4804.664062
	Iteration 70Q: 3 clusters Score -1836309 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1836317.625000 Penalty: 4804.664062
	Iteration 71Q: 3 clusters Score -1836318 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1836326.250000 Penalty: 4804.664062
	Iteration 72Q: 3 clusters Score -1836326 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1836334.125000 Penalty: 4804.664062
	Iteration 73Q: 3 clusters Score -1836334 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1836352.625000 Penalty: 4804.664062
	Iteration 74Q: 3 clusters Score -1836353 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1836375.250000 Penalty: 4804.664062
	Iteration 75Q: 3 clusters Score -1836375 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1836384.875000 Penalty: 4804.664062
	Iteration 76Q: 3 clusters Score -1836385 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1836395.500000 Penalty: 4804.664062
	Iteration 77Q: 3 clusters Score -1836396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1836432.625000 Penalty: 4804.664062
	Iteration 78Q: 3 clusters Score -1836433 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1836450.875000 Penalty: 4804.664062
	Iteration 79Q: 3 clusters Score -1836451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1836472.875000 Penalty: 4804.664062
	Iteration 80F: 3 clusters Score -1836473 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1836488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1836494.625000 Penalty: 4804.664062
	Iteration 82Q: 3 clusters Score -1836495 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1836505.375000 Penalty: 4804.664062
	Iteration 83Q: 3 clusters Score -1836505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1836514.125000 Penalty: 4804.664062
	Iteration 84Q: 3 clusters Score -1836514 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1836524.125000 Penalty: 4804.664062
	Iteration 85Q: 3 clusters Score -1836524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1836547.625000 Penalty: 4804.664062
	Iteration 86Q: 3 clusters Score -1836548 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1836553.500000 Penalty: 4804.664062
	Iteration 87Q: 3 clusters Score -1836554 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1836561.875000 Penalty: 4804.664062
	Iteration 88Q: 3 clusters Score -1836562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1836578.750000 Penalty: 4804.664062
	Iteration 89Q: 3 clusters Score -1836579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1836585.250000 Penalty: 4804.664062
	Iteration 90Q: 3 clusters Score -1836585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1836606.875000 Penalty: 4804.664062
	Iteration 91Q: 3 clusters Score -1836607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1836625.500000 Penalty: 4804.664062
	Iteration 92Q: 3 clusters Score -1836626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1836630.375000 Penalty: 4804.664062
	Iteration 93Q: 3 clusters Score -1836630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1836644.250000 Penalty: 4804.664062
	Iteration 94Q: 3 clusters Score -1836644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1836657.000000 Penalty: 4804.664062
	Iteration 95Q: 3 clusters Score -1836657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1836669.500000 Penalty: 4804.664062
	Iteration 96Q: 3 clusters Score -1836670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1836691.625000 Penalty: 4804.664062
	Iteration 97Q: 3 clusters Score -1836692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1836707.625000 Penalty: 4804.664062
	Iteration 98Q: 3 clusters Score -1836708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1836710.250000 Penalty: 4804.664062
	Iteration 99Q: 3 clusters Score -1836710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1836721.875000 Penalty: 4804.664062
	Iteration 100F: 3 clusters Score -1836722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1836730.000000 Penalty: 4804.664062
	Iteration 101Q: 3 clusters Score -1836730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1836747.500000 Penalty: 4804.664062
	Iteration 102Q: 3 clusters Score -1836748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1836765.375000 Penalty: 4804.664062
	Iteration 103Q: 3 clusters Score -1836765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1836791.500000 Penalty: 4804.664062
	Iteration 104Q: 3 clusters Score -1836792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1836812.000000 Penalty: 4804.664062
	Iteration 105Q: 3 clusters Score -1836812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1836822.125000 Penalty: 4804.664062
	Iteration 106Q: 3 clusters Score -1836822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1836840.000000 Penalty: 4804.664062
	Iteration 107Q: 3 clusters Score -1836840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1836869.375000 Penalty: 4804.664062
	Iteration 108Q: 3 clusters Score -1836869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1836883.125000 Penalty: 4804.664062
	Iteration 109Q: 3 clusters Score -1836883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1836908.000000 Penalty: 4804.664062
	Iteration 110Q: 3 clusters Score -1836908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1836930.875000 Penalty: 4804.664062
	Iteration 111Q: 3 clusters Score -1836931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1836943.625000 Penalty: 4804.664062
	Iteration 112Q: 3 clusters Score -1836944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1836970.125000 Penalty: 4804.664062
	Iteration 113Q: 3 clusters Score -1836970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1836987.375000 Penalty: 4804.664062
	Iteration 114Q: 3 clusters Score -1836987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1837004.375000 Penalty: 4804.664062
	Iteration 115Q: 3 clusters Score -1837004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1837022.375000 Penalty: 4804.664062
	Iteration 116Q: 3 clusters Score -1837022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1837042.125000 Penalty: 4804.664062
	Iteration 117Q: 3 clusters Score -1837042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1837054.250000 Penalty: 4804.664062
	Iteration 118Q: 3 clusters Score -1837054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1837074.375000 Penalty: 4804.664062
	Iteration 119Q: 3 clusters Score -1837074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1837086.000000 Penalty: 4804.664062
	Iteration 120F: 3 clusters Score -1837086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1837104.875000 Penalty: 4804.664062
	Iteration 121Q: 3 clusters Score -1837105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1837130.750000 Penalty: 4804.664062
	Iteration 122Q: 3 clusters Score -1837131 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1837153.000000 Penalty: 4804.664062
	Iteration 123Q: 3 clusters Score -1837153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1837171.750000 Penalty: 4804.664062
	Iteration 124Q: 3 clusters Score -1837172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1837186.125000 Penalty: 4804.664062
	Iteration 125Q: 3 clusters Score -1837186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1837205.125000 Penalty: 4804.664062
	Iteration 126Q: 3 clusters Score -1837205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1837219.250000 Penalty: 4804.664062
	Iteration 127Q: 3 clusters Score -1837219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1837237.000000 Penalty: 4804.664062
	Iteration 128Q: 3 clusters Score -1837237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1837242.000000 Penalty: 4804.664062
	Iteration 129Q: 3 clusters Score -1837242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1837248.250000 Penalty: 4804.664062
	Iteration 130Q: 3 clusters Score -1837248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1837262.250000 Penalty: 4804.664062
	Iteration 131Q: 3 clusters Score -1837262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1837273.000000 Penalty: 4804.664062
	Iteration 132Q: 3 clusters Score -1837273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1837276.375000 Penalty: 4804.664062
	Iteration 133Q: 3 clusters Score -1837276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1837286.750000 Penalty: 4804.664062
	Iteration 134Q: 3 clusters Score -1837287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1837302.375000 Penalty: 4804.664062
	Iteration 135Q: 3 clusters Score -1837302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1837309.125000 Penalty: 4804.664062
	Iteration 136Q: 3 clusters Score -1837309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1837317.375000 Penalty: 4804.664062
	Iteration 137Q: 3 clusters Score -1837317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1837331.625000 Penalty: 4804.664062
	Iteration 138Q: 3 clusters Score -1837332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1837341.250000 Penalty: 4804.664062
	Iteration 139Q: 3 clusters Score -1837341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1837349.875000 Penalty: 4804.664062
	Iteration 140F: 3 clusters Score -1837350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1837355.375000 Penalty: 4804.664062
	Iteration 141Q: 3 clusters Score -1837355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1837372.125000 Penalty: 4804.664062
	Iteration 142Q: 3 clusters Score -1837372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1837381.750000 Penalty: 4804.664062
	Iteration 143Q: 3 clusters Score -1837382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1837390.250000 Penalty: 4804.664062
	Iteration 144Q: 3 clusters Score -1837390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1837398.000000 Penalty: 4804.664062
	Iteration 145Q: 3 clusters Score -1837398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1837403.500000 Penalty: 4804.664062
	Iteration 146Q: 3 clusters Score -1837404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1837416.250000 Penalty: 4804.664062
	Iteration 147Q: 3 clusters Score -1837416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1837419.250000 Penalty: 4804.664062
	Iteration 148Q: 3 clusters Score -1837419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1837422.750000 Penalty: 4804.664062
	Iteration 149Q: 3 clusters Score -1837423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1837431.500000 Penalty: 4804.664062
	Iteration 150Q: 3 clusters Score -1837432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1837435.875000 Penalty: 4804.664062
	Iteration 151Q: 3 clusters Score -1837436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1837443.000000 Penalty: 4804.664062
	Iteration 152Q: 3 clusters Score -1837443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1837449.375000 Penalty: 4804.664062
	Iteration 153Q: 3 clusters Score -1837449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1837452.250000 Penalty: 4804.664062
	Iteration 154Q: 3 clusters Score -1837452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1837458.375000 Penalty: 4804.664062
	Iteration 155Q: 3 clusters Score -1837458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1837462.000000 Penalty: 4804.664062
	Iteration 156Q: 3 clusters Score -1837462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1837468.250000 Penalty: 4804.664062
	Iteration 157Q: 3 clusters Score -1837468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1837470.875000 Penalty: 4804.664062
	Iteration 158Q: 3 clusters Score -1837471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1837481.500000 Penalty: 4804.664062
	Iteration 159Q: 3 clusters Score -1837482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1837487.625000 Penalty: 4804.664062
	Iteration 160F: 3 clusters Score -1837488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1837491.875000 Penalty: 4804.664062
	Iteration 161Q: 3 clusters Score -1837492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1837498.625000 Penalty: 4804.664062
	Iteration 162Q: 3 clusters Score -1837499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1837504.000000 Penalty: 4804.664062
	Iteration 163Q: 3 clusters Score -1837504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1837502.875000 Penalty: 4804.664062
	Iteration 164Q: 3 clusters Score -1837503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1837510.125000 Penalty: 4804.664062
	Iteration 165Q: 3 clusters Score -1837510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1837515.125000 Penalty: 4804.664062
	Iteration 166Q: 3 clusters Score -1837515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1837520.500000 Penalty: 4804.664062
	Iteration 167Q: 3 clusters Score -1837520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1837522.625000 Penalty: 4804.664062
	Iteration 168Q: 3 clusters Score -1837523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1837525.250000 Penalty: 4804.664062
	Iteration 169Q: 3 clusters Score -1837525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1837523.250000 Penalty: 4804.664062
	Iteration 170Q: 3 clusters Score -1837523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1837525.000000 Penalty: 4804.664062
	Iteration 171Q: 3 clusters Score -1837525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1837529.750000 Penalty: 4804.664062
	Iteration 172Q: 3 clusters Score -1837530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1837529.875000 Penalty: 4804.664062
	Iteration 173Q: 3 clusters Score -1837530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1837530.625000 Penalty: 4804.664062
	Iteration 174Q: 3 clusters Score -1837531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1837530.625000 Penalty: 4804.664062
	Iteration 175F: 3 clusters Score -1837531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -317854.031250 Penalty: 1969.882080
	Iteration 0F: 2 clusters Score -317854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -314712.093750 Penalty: 3939.764160
	Iteration 0F: 3 clusters Score -314712.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -315346.000000 Penalty: 3939.764160
	Iteration 1F: 3 clusters Score -315346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -315498.625000 Penalty: 3939.764160
	Iteration 2F: 3 clusters Score -315498.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -315590.937500 Penalty: 3939.764160
	Iteration 3Q: 3 clusters Score -315590.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -315643.281250 Penalty: 3939.764160
	Iteration 4Q: 3 clusters Score -315643.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -315672.906250 Penalty: 3939.764160
	Iteration 5Q: 3 clusters Score -315672.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -315697.062500 Penalty: 3939.764160
	Iteration 6Q: 3 clusters Score -315697.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -315717.250000 Penalty: 3939.764160
	Iteration 7Q: 3 clusters Score -315717.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -315742.937500 Penalty: 3939.764160
	Iteration 8Q: 3 clusters Score -315742.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -315763.781250 Penalty: 3939.764160
	Iteration 9Q: 3 clusters Score -315763.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -315781.375000 Penalty: 3939.764160
	Iteration 10Q: 3 clusters Score -315781.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -315797.625000 Penalty: 3939.764160
	Iteration 11Q: 3 clusters Score -315797.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -315816.718750 Penalty: 3939.764160
	Iteration 12Q: 3 clusters Score -315816.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -315834.125000 Penalty: 3939.764160
	Iteration 13Q: 3 clusters Score -315834.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -315850.125000 Penalty: 3939.764160
	Iteration 14Q: 3 clusters Score -315850.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -315858.968750 Penalty: 3939.764160
	Iteration 15Q: 3 clusters Score -315859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -315866.125000 Penalty: 3939.764160
	Iteration 16Q: 3 clusters Score -315866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -315876.625000 Penalty: 3939.764160
	Iteration 17Q: 3 clusters Score -315876.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -315887.031250 Penalty: 3939.764160
	Iteration 18Q: 3 clusters Score -315887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -315892.593750 Penalty: 3939.764160
	Iteration 19Q: 3 clusters Score -315892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -315897.468750 Penalty: 3939.764160
	Iteration 20F: 3 clusters Score -315897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -315901.312500 Penalty: 3939.764160
	Iteration 21Q: 3 clusters Score -315901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -315908.125000 Penalty: 3939.764160
	Iteration 22Q: 3 clusters Score -315908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -315913.406250 Penalty: 3939.764160
	Iteration 23Q: 3 clusters Score -315913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -315920.843750 Penalty: 3939.764160
	Iteration 24Q: 3 clusters Score -315920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -315927.937500 Penalty: 3939.764160
	Iteration 25Q: 3 clusters Score -315927.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -315934.125000 Penalty: 3939.764160
	Iteration 26Q: 3 clusters Score -315934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -315940.125000 Penalty: 3939.764160
	Iteration 27Q: 3 clusters Score -315940.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -315948.312500 Penalty: 3939.764160
	Iteration 28Q: 3 clusters Score -315948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -315955.406250 Penalty: 3939.764160
	Iteration 29Q: 3 clusters Score -315955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315963.625000 Penalty: 3939.764160
	Iteration 30Q: 3 clusters Score -315963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -315972.156250 Penalty: 3939.764160
	Iteration 31Q: 3 clusters Score -315972.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -315977.531250 Penalty: 3939.764160
	Iteration 32Q: 3 clusters Score -315977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315980.250000 Penalty: 3939.764160
	Iteration 33Q: 3 clusters Score -315980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315984.218750 Penalty: 3939.764160
	Iteration 34Q: 3 clusters Score -315984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315985.593750 Penalty: 3939.764160
	Iteration 35Q: 3 clusters Score -315985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -315988.156250 Penalty: 3939.764160
	Iteration 36Q: 3 clusters Score -315988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -315995.125000 Penalty: 3939.764160
	Iteration 37Q: 3 clusters Score -315995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -315999.312500 Penalty: 3939.764160
	Iteration 38Q: 3 clusters Score -315999.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -316004.343750 Penalty: 3939.764160
	Iteration 39Q: 3 clusters Score -316004.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -316008.406250 Penalty: 3939.764160
	Iteration 40F: 3 clusters Score -316008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -316012.156250 Penalty: 3939.764160
	Iteration 41Q: 3 clusters Score -316012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -316014.031250 Penalty: 3939.764160
	Iteration 42Q: 3 clusters Score -316014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -316016.906250 Penalty: 3939.764160
	Iteration 43Q: 3 clusters Score -316016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -316020.562500 Penalty: 3939.764160
	Iteration 44Q: 3 clusters Score -316020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -316023.093750 Penalty: 3939.764160
	Iteration 45Q: 3 clusters Score -316023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -316026.343750 Penalty: 3939.764160
	Iteration 46Q: 3 clusters Score -316026.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -316030.187500 Penalty: 3939.764160
	Iteration 47Q: 3 clusters Score -316030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -316031.843750 Penalty: 3939.764160
	Iteration 48Q: 3 clusters Score -316031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -316034.375000 Penalty: 3939.764160
	Iteration 49Q: 3 clusters Score -316034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -316037.062500 Penalty: 3939.764160
	Iteration 50Q: 3 clusters Score -316037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -316039.781250 Penalty: 3939.764160
	Iteration 51Q: 3 clusters Score -316039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -316041.843750 Penalty: 3939.764160
	Iteration 52Q: 3 clusters Score -316041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -316046.843750 Penalty: 3939.764160
	Iteration 53Q: 3 clusters Score -316046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -316047.437500 Penalty: 3939.764160
	Iteration 54Q: 3 clusters Score -316047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -316047.437500 Penalty: 3939.764160
	Iteration 55F: 3 clusters Score -316047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Entering Unmasked Estep 
Score: -12550725.000000 Penalty: 2881.088867
	Iteration 0F: 2 clusters Score -1.255072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -12476553.000000 Penalty: 5762.177734
	Iteration 0F: 3 clusters Score -1.247655e+07 nChanged 52700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -12507171.000000 Penalty: 5762.177734
	Iteration 1F: 3 clusters Score -1.250717e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -12508676.000000 Penalty: 5762.177734
	Iteration 2Q: 3 clusters Score -1.250868e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -12511123.000000 Penalty: 5762.177734
	Iteration 3F: 3 clusters Score -1.251112e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -12515330.000000 Penalty: 5762.177734
	Iteration 4F: 3 clusters Score -1.251533e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -12521462.000000 Penalty: 5762.177734
	Iteration 5F: 3 clusters Score -1.252146e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -12528486.000000 Penalty: 5762.177734
	Iteration 6F: 3 clusters Score -1.252849e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -12534841.000000 Penalty: 5762.177734
	Iteration 7F: 3 clusters Score -1.253484e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -12539574.000000 Penalty: 5762.177734
	Iteration 8F: 3 clusters Score -1.253957e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -12542953.000000 Penalty: 5762.177734
	Iteration 9Q: 3 clusters Score -1.254295e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107517 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -12545247.000000 Penalty: 5762.177734
	Iteration 10Q: 3 clusters Score -1.254525e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12546715.000000 Penalty: 5762.177734
	Iteration 11Q: 3 clusters Score -1.254672e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12547429.000000 Penalty: 5762.177734
	Iteration 12Q: 3 clusters Score -1.254743e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12547790.000000 Penalty: 5762.177734
	Iteration 13Q: 3 clusters Score -1.254779e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12547970.000000 Penalty: 5762.177734
	Iteration 14Q: 3 clusters Score -1.254797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12548049.000000 Penalty: 5762.177734
	Iteration 15Q: 3 clusters Score -1.254805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12548105.000000 Penalty: 5762.177734
	Iteration 16Q: 3 clusters Score -1.25481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12548138.000000 Penalty: 5762.177734
	Iteration 17Q: 3 clusters Score -1.254814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12548149.000000 Penalty: 5762.177734
	Iteration 18Q: 3 clusters Score -1.254815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12548163.000000 Penalty: 5762.177734
	Iteration 19Q: 3 clusters Score -1.254816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12548165.000000 Penalty: 5762.177734
	Iteration 20F: 3 clusters Score -1.254816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12548164.000000 Penalty: 5762.177734
	Iteration 21Q: 3 clusters Score -1.254816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12548185.000000 Penalty: 5762.177734
	Iteration 22Q: 3 clusters Score -1.254818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12548174.000000 Penalty: 5762.177734
	Iteration 23Q: 3 clusters Score -1.254817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12548181.000000 Penalty: 5762.177734
	Iteration 24Q: 3 clusters Score -1.254818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12548181.000000 Penalty: 5762.177734
	Iteration 25Q: 3 clusters Score -1.254818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12548180.000000 Penalty: 5762.177734
	Iteration 26Q: 3 clusters Score -1.254818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12548189.000000 Penalty: 5762.177734
	Iteration 27Q: 3 clusters Score -1.254819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12548186.000000 Penalty: 5762.177734
	Iteration 28Q: 3 clusters Score -1.254819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12548189.000000 Penalty: 5762.177734
	Iteration 29Q: 3 clusters Score -1.254819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12548191.000000 Penalty: 5762.177734
	Iteration 30Q: 3 clusters Score -1.254819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12548186.000000 Penalty: 5762.177734
	Iteration 31Q: 3 clusters Score -1.254819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12548182.000000 Penalty: 5762.177734
	Iteration 32Q: 3 clusters Score -1.254818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12548182.000000 Penalty: 5762.177734
	Iteration 33F: 3 clusters Score -1.254818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -61797.691406 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -61797.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60126.726562 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -60126.73 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60406.820312 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -60406.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60503.035156 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -60503.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60586.000000 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -60586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60649.199219 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -60649.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60699.246094 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -60699.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60760.613281 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -60760.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60842.652344 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -60842.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61012.093750 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -61012.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61160.078125 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -61160.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61218.414062 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -61218.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61258.078125 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -61258.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61310.312500 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -61310.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61342.652344 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -61342.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61360.707031 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -61360.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61379.531250 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -61379.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61395.285156 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -61395.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61417.968750 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -61417.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61420.660156 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -61420.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61423.097656 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -61423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61444.929688 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -61444.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61460.074219 Penalty: 3223.894287
	Iteration 21Q: 3 clusters Score -61460.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61501.363281 Penalty: 3223.894287
	Iteration 22Q: 3 clusters Score -61501.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61558.824219 Penalty: 3223.894287
	Iteration 23Q: 3 clusters Score -61558.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61602.886719 Penalty: 3223.894287
	Iteration 24Q: 3 clusters Score -61602.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61628.195312 Penalty: 3223.894287
	Iteration 25Q: 3 clusters Score -61628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61635.015625 Penalty: 3223.894287
	Iteration 26Q: 3 clusters Score -61635.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61639.539062 Penalty: 3223.894287
	Iteration 27Q: 3 clusters Score -61639.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61651.109375 Penalty: 3223.894287
	Iteration 28Q: 3 clusters Score -61651.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61653.824219 Penalty: 3223.894287
	Iteration 29Q: 3 clusters Score -61653.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61653.824219 Penalty: 3223.894287
	Iteration 30F: 3 clusters Score -61653.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -951302.625000 Penalty: 2247.106201
	Iteration 0F: 2 clusters Score -951302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -944470.250000 Penalty: 4494.212402
	Iteration 0F: 3 clusters Score -944470.2 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -946318.250000 Penalty: 4494.212402
	Iteration 1F: 3 clusters Score -946318.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -946609.250000 Penalty: 4494.212402
	Iteration 2F: 3 clusters Score -946609.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -946818.562500 Penalty: 4494.212402
	Iteration 3F: 3 clusters Score -946818.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -946975.875000 Penalty: 4494.212402
	Iteration 4Q: 3 clusters Score -946975.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -947100.000000 Penalty: 4494.212402
	Iteration 5Q: 3 clusters Score -947100 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -947201.562500 Penalty: 4494.212402
	Iteration 6Q: 3 clusters Score -947201.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -947298.250000 Penalty: 4494.212402
	Iteration 7Q: 3 clusters Score -947298.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -947400.000000 Penalty: 4494.212402
	Iteration 8Q: 3 clusters Score -947400 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -947492.625000 Penalty: 4494.212402
	Iteration 9Q: 3 clusters Score -947492.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -947600.125000 Penalty: 4494.212402
	Iteration 10Q: 3 clusters Score -947600.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -947719.250000 Penalty: 4494.212402
	Iteration 11Q: 3 clusters Score -947719.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -947845.000000 Penalty: 4494.212402
	Iteration 12Q: 3 clusters Score -947845 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -947962.875000 Penalty: 4494.212402
	Iteration 13Q: 3 clusters Score -947962.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -948100.312500 Penalty: 4494.212402
	Iteration 14Q: 3 clusters Score -948100.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -948243.375000 Penalty: 4494.212402
	Iteration 15Q: 3 clusters Score -948243.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -948399.875000 Penalty: 4494.212402
	Iteration 16Q: 3 clusters Score -948399.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -948574.812500 Penalty: 4494.212402
	Iteration 17Q: 3 clusters Score -948574.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -948752.187500 Penalty: 4494.212402
	Iteration 18Q: 3 clusters Score -948752.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -948944.437500 Penalty: 4494.212402
	Iteration 19Q: 3 clusters Score -948944.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -949121.125000 Penalty: 4494.212402
	Iteration 20F: 3 clusters Score -949121.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -949262.812500 Penalty: 4494.212402
	Iteration 21Q: 3 clusters Score -949262.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -949351.437500 Penalty: 4494.212402
	Iteration 22Q: 3 clusters Score -949351.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -949414.250000 Penalty: 4494.212402
	Iteration 23Q: 3 clusters Score -949414.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -949479.812500 Penalty: 4494.212402
	Iteration 24Q: 3 clusters Score -949479.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -949551.375000 Penalty: 4494.212402
	Iteration 25Q: 3 clusters Score -949551.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -949624.062500 Penalty: 4494.212402
	Iteration 26Q: 3 clusters Score -949624.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -949678.500000 Penalty: 4494.212402
	Iteration 27Q: 3 clusters Score -949678.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -949727.937500 Penalty: 4494.212402
	Iteration 28Q: 3 clusters Score -949727.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -949771.562500 Penalty: 4494.212402
	Iteration 29Q: 3 clusters Score -949771.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -949807.187500 Penalty: 4494.212402
	Iteration 30Q: 3 clusters Score -949807.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -949846.625000 Penalty: 4494.212402
	Iteration 31Q: 3 clusters Score -949846.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -949874.125000 Penalty: 4494.212402
	Iteration 32Q: 3 clusters Score -949874.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -949898.000000 Penalty: 4494.212402
	Iteration 33Q: 3 clusters Score -949898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -949913.312500 Penalty: 4494.212402
	Iteration 34Q: 3 clusters Score -949913.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -949931.437500 Penalty: 4494.212402
	Iteration 35Q: 3 clusters Score -949931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -949944.000000 Penalty: 4494.212402
	Iteration 36Q: 3 clusters Score -949944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -949960.312500 Penalty: 4494.212402
	Iteration 37Q: 3 clusters Score -949960.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -949978.187500 Penalty: 4494.212402
	Iteration 38Q: 3 clusters Score -949978.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -949997.187500 Penalty: 4494.212402
	Iteration 39Q: 3 clusters Score -949997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -950009.562500 Penalty: 4494.212402
	Iteration 40F: 3 clusters Score -950009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -950017.250000 Penalty: 4494.212402
	Iteration 41Q: 3 clusters Score -950017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -950029.875000 Penalty: 4494.212402
	Iteration 42Q: 3 clusters Score -950029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -950039.625000 Penalty: 4494.212402
	Iteration 43Q: 3 clusters Score -950039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -950050.750000 Penalty: 4494.212402
	Iteration 44Q: 3 clusters Score -950050.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -950065.562500 Penalty: 4494.212402
	Iteration 45Q: 3 clusters Score -950065.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -950076.187500 Penalty: 4494.212402
	Iteration 46Q: 3 clusters Score -950076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -950080.437500 Penalty: 4494.212402
	Iteration 47Q: 3 clusters Score -950080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -950087.000000 Penalty: 4494.212402
	Iteration 48Q: 3 clusters Score -950087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -950089.437500 Penalty: 4494.212402
	Iteration 49Q: 3 clusters Score -950089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -950090.875000 Penalty: 4494.212402
	Iteration 50Q: 3 clusters Score -950090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -950090.875000 Penalty: 4494.212402
	Iteration 51F: 3 clusters Score -950090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -129580.687500 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -129580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127524.015625 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -127524 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127850.835938 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -127850.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127994.414062 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -127994.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -128049.492188 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -128049.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -128081.609375 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -128081.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128103.320312 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -128103.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128116.554688 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -128116.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128131.789062 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -128131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -128144.601562 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -128144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -128156.320312 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -128156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -128169.882812 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -128169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -128185.664062 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -128185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128200.187500 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -128200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -128216.445312 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -128216.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -128230.445312 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -128230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -128239.679688 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -128239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -128243.250000 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -128243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -128243.250000 Penalty: 3503.696289
	Iteration 17F: 3 clusters Score -128243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Entering Unmasked Estep 
Score: -917216.500000 Penalty: 2225.548096
	Iteration 0F: 2 clusters Score -917216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -910810.437500 Penalty: 4451.096191
	Iteration 0F: 3 clusters Score -910810.4 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -912584.000000 Penalty: 4451.096191
	Iteration 1F: 3 clusters Score -912584 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -912824.312500 Penalty: 4451.096191
	Iteration 2F: 3 clusters Score -912824.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -912957.687500 Penalty: 4451.096191
	Iteration 3Q: 3 clusters Score -912957.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -913047.562500 Penalty: 4451.096191
	Iteration 4Q: 3 clusters Score -913047.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -913120.437500 Penalty: 4451.096191
	Iteration 5Q: 3 clusters Score -913120.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -913177.062500 Penalty: 4451.096191
	Iteration 6Q: 3 clusters Score -913177.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -913222.500000 Penalty: 4451.096191
	Iteration 7Q: 3 clusters Score -913222.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -913259.562500 Penalty: 4451.096191
	Iteration 8Q: 3 clusters Score -913259.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -913288.187500 Penalty: 4451.096191
	Iteration 9Q: 3 clusters Score -913288.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -913316.062500 Penalty: 4451.096191
	Iteration 10Q: 3 clusters Score -913316.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -913335.375000 Penalty: 4451.096191
	Iteration 11Q: 3 clusters Score -913335.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -913354.375000 Penalty: 4451.096191
	Iteration 12Q: 3 clusters Score -913354.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -913370.500000 Penalty: 4451.096191
	Iteration 13Q: 3 clusters Score -913370.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -913392.125000 Penalty: 4451.096191
	Iteration 14Q: 3 clusters Score -913392.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -913413.125000 Penalty: 4451.096191
	Iteration 15Q: 3 clusters Score -913413.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -913436.437500 Penalty: 4451.096191
	Iteration 16Q: 3 clusters Score -913436.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -913457.437500 Penalty: 4451.096191
	Iteration 17Q: 3 clusters Score -913457.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -913479.187500 Penalty: 4451.096191
	Iteration 18Q: 3 clusters Score -913479.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -913498.500000 Penalty: 4451.096191
	Iteration 19Q: 3 clusters Score -913498.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -913521.250000 Penalty: 4451.096191
	Iteration 20F: 3 clusters Score -913521.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -913550.500000 Penalty: 4451.096191
	Iteration 21Q: 3 clusters Score -913550.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -913583.875000 Penalty: 4451.096191
	Iteration 22Q: 3 clusters Score -913583.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -913618.750000 Penalty: 4451.096191
	Iteration 23Q: 3 clusters Score -913618.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -913653.875000 Penalty: 4451.096191
	Iteration 24Q: 3 clusters Score -913653.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -913699.500000 Penalty: 4451.096191
	Iteration 25Q: 3 clusters Score -913699.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -913758.562500 Penalty: 4451.096191
	Iteration 26Q: 3 clusters Score -913758.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -913822.812500 Penalty: 4451.096191
	Iteration 27Q: 3 clusters Score -913822.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -913894.750000 Penalty: 4451.096191
	Iteration 28Q: 3 clusters Score -913894.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -913973.812500 Penalty: 4451.096191
	Iteration 29Q: 3 clusters Score -913973.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -914060.625000 Penalty: 4451.096191
	Iteration 30Q: 3 clusters Score -914060.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -914169.812500 Penalty: 4451.096191
	Iteration 31Q: 3 clusters Score -914169.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -914291.000000 Penalty: 4451.096191
	Iteration 32Q: 3 clusters Score -914291 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -914398.625000 Penalty: 4451.096191
	Iteration 33Q: 3 clusters Score -914398.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -914510.375000 Penalty: 4451.096191
	Iteration 34Q: 3 clusters Score -914510.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -914611.812500 Penalty: 4451.096191
	Iteration 35Q: 3 clusters Score -914611.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -914705.125000 Penalty: 4451.096191
	Iteration 36Q: 3 clusters Score -914705.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -914794.875000 Penalty: 4451.096191
	Iteration 37Q: 3 clusters Score -914794.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -914872.250000 Penalty: 4451.096191
	Iteration 38Q: 3 clusters Score -914872.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -914935.312500 Penalty: 4451.096191
	Iteration 39Q: 3 clusters Score -914935.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -914998.437500 Penalty: 4451.096191
	Iteration 40F: 3 clusters Score -914998.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -915042.562500 Penalty: 4451.096191
	Iteration 41Q: 3 clusters Score -915042.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -915088.000000 Penalty: 4451.096191
	Iteration 42Q: 3 clusters Score -915088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -915123.375000 Penalty: 4451.096191
	Iteration 43Q: 3 clusters Score -915123.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -915148.687500 Penalty: 4451.096191
	Iteration 44Q: 3 clusters Score -915148.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -915166.375000 Penalty: 4451.096191
	Iteration 45Q: 3 clusters Score -915166.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -915179.312500 Penalty: 4451.096191
	Iteration 46Q: 3 clusters Score -915179.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -915190.000000 Penalty: 4451.096191
	Iteration 47Q: 3 clusters Score -915190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -915195.750000 Penalty: 4451.096191
	Iteration 48Q: 3 clusters Score -915195.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -915207.312500 Penalty: 4451.096191
	Iteration 49Q: 3 clusters Score -915207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -915213.062500 Penalty: 4451.096191
	Iteration 50Q: 3 clusters Score -915213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -915221.437500 Penalty: 4451.096191
	Iteration 51Q: 3 clusters Score -915221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -915227.000000 Penalty: 4451.096191
	Iteration 52Q: 3 clusters Score -915227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -915230.625000 Penalty: 4451.096191
	Iteration 53Q: 3 clusters Score -915230.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -915233.375000 Penalty: 4451.096191
	Iteration 54Q: 3 clusters Score -915233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -915238.187500 Penalty: 4451.096191
	Iteration 55Q: 3 clusters Score -915238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -915244.562500 Penalty: 4451.096191
	Iteration 56Q: 3 clusters Score -915244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -915245.750000 Penalty: 4451.096191
	Iteration 57Q: 3 clusters Score -915245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -915248.875000 Penalty: 4451.096191
	Iteration 58Q: 3 clusters Score -915248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -915250.312500 Penalty: 4451.096191
	Iteration 59Q: 3 clusters Score -915250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -915249.500000 Penalty: 4451.096191
	Iteration 60F: 3 clusters Score -915249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -915251.375000 Penalty: 4451.096191
	Iteration 61Q: 3 clusters Score -915251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -915251.000000 Penalty: 4451.096191
	Iteration 62Q: 3 clusters Score -915251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -915251.687500 Penalty: 4451.096191
	Iteration 63Q: 3 clusters Score -915251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -915251.687500 Penalty: 4451.096191
	Iteration 64F: 3 clusters Score -915251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50754.136719 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50754.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49244.867188 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49244.87 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49441.199219 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49505.078125 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -49505.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49537.824219 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49537.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49561.679688 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49561.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49567.128906 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -49567.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49568.089844 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -49568.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49568.089844 Penalty: 3082.445557
	Iteration 7F: 3 clusters Score -49568.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32925.535156 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32925.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31610.814453 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31610.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31719.566406 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31719.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31742.791016 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31742.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31749.703125 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31754.027344 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31754.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31754.757812 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31754.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31760.750000 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31760.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31760.750000 Penalty: 2895.514160
	Iteration 7F: 3 clusters Score -31760.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Entering Unmasked Estep 
Score: -1740460.500000 Penalty: 2387.890137
	Iteration 0F: 2 clusters Score -1740460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1729533.125000 Penalty: 4775.780273
	Iteration 0F: 3 clusters Score -1729533 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1733155.250000 Penalty: 4775.780273
	Iteration 1F: 3 clusters Score -1733155 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1733509.000000 Penalty: 4775.780273
	Iteration 2F: 3 clusters Score -1733509 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1733775.500000 Penalty: 4775.780273
	Iteration 3Q: 3 clusters Score -1733776 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1733977.250000 Penalty: 4775.780273
	Iteration 4Q: 3 clusters Score -1733977 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1734156.625000 Penalty: 4775.780273
	Iteration 5Q: 3 clusters Score -1734157 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1734306.625000 Penalty: 4775.780273
	Iteration 6Q: 3 clusters Score -1734307 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1734429.875000 Penalty: 4775.780273
	Iteration 7Q: 3 clusters Score -1734430 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1734558.500000 Penalty: 4775.780273
	Iteration 8Q: 3 clusters Score -1734558 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1734701.250000 Penalty: 4775.780273
	Iteration 9Q: 3 clusters Score -1734701 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1734855.875000 Penalty: 4775.780273
	Iteration 10Q: 3 clusters Score -1734856 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1735033.000000 Penalty: 4775.780273
	Iteration 11Q: 3 clusters Score -1735033 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1735250.250000 Penalty: 4775.780273
	Iteration 12Q: 3 clusters Score -1735250 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1735459.875000 Penalty: 4775.780273
	Iteration 13Q: 3 clusters Score -1735460 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1735722.875000 Penalty: 4775.780273
	Iteration 14Q: 3 clusters Score -1735723 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1736034.750000 Penalty: 4775.780273
	Iteration 15Q: 3 clusters Score -1736035 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1736377.875000 Penalty: 4775.780273
	Iteration 16Q: 3 clusters Score -1736378 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1736717.500000 Penalty: 4775.780273
	Iteration 17Q: 3 clusters Score -1736718 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1737039.125000 Penalty: 4775.780273
	Iteration 18Q: 3 clusters Score -1737039 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1737350.000000 Penalty: 4775.780273
	Iteration 19Q: 3 clusters Score -1737350 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1737607.250000 Penalty: 4775.780273
	Iteration 20F: 3 clusters Score -1737607 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1737808.625000 Penalty: 4775.780273
	Iteration 21Q: 3 clusters Score -1737809 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1737988.250000 Penalty: 4775.780273
	Iteration 22Q: 3 clusters Score -1737988 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1738140.125000 Penalty: 4775.780273
	Iteration 23Q: 3 clusters Score -1738140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1738266.250000 Penalty: 4775.780273
	Iteration 24Q: 3 clusters Score -1738266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1738336.375000 Penalty: 4775.780273
	Iteration 25Q: 3 clusters Score -1738336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1738396.875000 Penalty: 4775.780273
	Iteration 26Q: 3 clusters Score -1738397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1738436.125000 Penalty: 4775.780273
	Iteration 27Q: 3 clusters Score -1738436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1738460.250000 Penalty: 4775.780273
	Iteration 28Q: 3 clusters Score -1738460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1738474.250000 Penalty: 4775.780273
	Iteration 29Q: 3 clusters Score -1738474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1738480.500000 Penalty: 4775.780273
	Iteration 30Q: 3 clusters Score -1738480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1738486.500000 Penalty: 4775.780273
	Iteration 31Q: 3 clusters Score -1738486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1738494.875000 Penalty: 4775.780273
	Iteration 32Q: 3 clusters Score -1738495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1738494.875000 Penalty: 4775.780273
	Iteration 33Q: 3 clusters Score -1738495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1738495.250000 Penalty: 4775.780273
	Iteration 34Q: 3 clusters Score -1738495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1738495.875000 Penalty: 4775.780273
	Iteration 35Q: 3 clusters Score -1738496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1738495.875000 Penalty: 4775.780273
	Iteration 36F: 3 clusters Score -1738496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -746079.250000 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -746079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -740486.812500 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -740486.8 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -741899.062500 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -741899.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -742147.687500 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -742147.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -742297.375000 Penalty: 4372.938477
	Iteration 3Q: 3 clusters Score -742297.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -742425.812500 Penalty: 4372.938477
	Iteration 4Q: 3 clusters Score -742425.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -742565.187500 Penalty: 4372.938477
	Iteration 5Q: 3 clusters Score -742565.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -742701.562500 Penalty: 4372.938477
	Iteration 6Q: 3 clusters Score -742701.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -742858.062500 Penalty: 4372.938477
	Iteration 7Q: 3 clusters Score -742858.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -743022.812500 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -743022.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -743233.812500 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -743233.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -743472.000000 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -743472 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -743743.687500 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -743743.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -744002.687500 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -744002.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -744275.187500 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -744275.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -744566.250000 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -744566.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -744813.312500 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -744813.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -744957.312500 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -744957.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -745012.437500 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -745012.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -745041.625000 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -745041.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -745061.062500 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -745061.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -745072.187500 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -745072.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -745083.500000 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -745083.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -745088.250000 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -745088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -745093.812500 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -745093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -745099.187500 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -745099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -745099.625000 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -745099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -745100.750000 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -745100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -745101.062500 Penalty: 4372.938477
	Iteration 27Q: 3 clusters Score -745101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -745101.062500 Penalty: 4372.938477
	Iteration 28Q: 3 clusters Score -745101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -745102.562500 Penalty: 4372.938477
	Iteration 29Q: 3 clusters Score -745102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -745102.625000 Penalty: 4372.938477
	Iteration 30Q: 3 clusters Score -745102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -745104.250000 Penalty: 4372.938477
	Iteration 31Q: 3 clusters Score -745104.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -745104.250000 Penalty: 4372.938477
	Iteration 32F: 3 clusters Score -745104.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Entering Unmasked Estep 
Score: -2299757.000000 Penalty: 2455.008545
	Iteration 0F: 2 clusters Score -2299757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2285721.250000 Penalty: 4910.017090
	Iteration 0F: 3 clusters Score -2285721 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2290450.250000 Penalty: 4910.017090
	Iteration 1F: 3 clusters Score -2290450 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2290822.000000 Penalty: 4910.017090
	Iteration 2F: 3 clusters Score -2290822 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2291169.250000 Penalty: 4910.017090
	Iteration 3Q: 3 clusters Score -2291169 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2291503.750000 Penalty: 4910.017090
	Iteration 4Q: 3 clusters Score -2291504 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2291869.500000 Penalty: 4910.017090
	Iteration 5Q: 3 clusters Score -2291870 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2292360.750000 Penalty: 4910.017090
	Iteration 6Q: 3 clusters Score -2292361 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2293005.500000 Penalty: 4910.017090
	Iteration 7F: 3 clusters Score -2293006 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2293719.000000 Penalty: 4910.017090
	Iteration 8F: 3 clusters Score -2293719 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2294541.250000 Penalty: 4910.017090
	Iteration 9F: 3 clusters Score -2294541 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2295320.250000 Penalty: 4910.017090
	Iteration 10Q: 3 clusters Score -2295320 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2296010.500000 Penalty: 4910.017090
	Iteration 11Q: 3 clusters Score -2296010 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2296533.000000 Penalty: 4910.017090
	Iteration 12Q: 3 clusters Score -2296533 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2296904.750000 Penalty: 4910.017090
	Iteration 13Q: 3 clusters Score -2296905 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2297126.500000 Penalty: 4910.017090
	Iteration 14Q: 3 clusters Score -2297126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2297261.500000 Penalty: 4910.017090
	Iteration 15Q: 3 clusters Score -2297262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2297373.000000 Penalty: 4910.017090
	Iteration 16Q: 3 clusters Score -2297373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2297451.750000 Penalty: 4910.017090
	Iteration 17Q: 3 clusters Score -2297452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2297490.500000 Penalty: 4910.017090
	Iteration 18Q: 3 clusters Score -2297490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2297531.000000 Penalty: 4910.017090
	Iteration 19Q: 3 clusters Score -2297531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2297555.750000 Penalty: 4910.017090
	Iteration 20F: 3 clusters Score -2297556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2297583.250000 Penalty: 4910.017090
	Iteration 21Q: 3 clusters Score -2297583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2297604.250000 Penalty: 4910.017090
	Iteration 22Q: 3 clusters Score -2297604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2297616.000000 Penalty: 4910.017090
	Iteration 23Q: 3 clusters Score -2297616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2297624.250000 Penalty: 4910.017090
	Iteration 24Q: 3 clusters Score -2297624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2297626.250000 Penalty: 4910.017090
	Iteration 25Q: 3 clusters Score -2297626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2297635.250000 Penalty: 4910.017090
	Iteration 26Q: 3 clusters Score -2297635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2297638.500000 Penalty: 4910.017090
	Iteration 27Q: 3 clusters Score -2297638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2297638.750000 Penalty: 4910.017090
	Iteration 28Q: 3 clusters Score -2297639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2297640.750000 Penalty: 4910.017090
	Iteration 29Q: 3 clusters Score -2297641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2297648.250000 Penalty: 4910.017090
	Iteration 30Q: 3 clusters Score -2297648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2297648.500000 Penalty: 4910.017090
	Iteration 31Q: 3 clusters Score -2297648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2297649.750000 Penalty: 4910.017090
	Iteration 32Q: 3 clusters Score -2297650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2297651.500000 Penalty: 4910.017090
	Iteration 33Q: 3 clusters Score -2297652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2297654.000000 Penalty: 4910.017090
	Iteration 34Q: 3 clusters Score -2297654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2297658.000000 Penalty: 4910.017090
	Iteration 35Q: 3 clusters Score -2297658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2297663.750000 Penalty: 4910.017090
	Iteration 36Q: 3 clusters Score -2297664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2297666.000000 Penalty: 4910.017090
	Iteration 37Q: 3 clusters Score -2297666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2297668.250000 Penalty: 4910.017090
	Iteration 38Q: 3 clusters Score -2297668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2297668.250000 Penalty: 4910.017090
	Iteration 39F: 3 clusters Score -2297668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -8690.591797 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -8690.592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7799.358887 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -7799.359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7802.453613 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -7802.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7802.453613 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -7802.454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129578.484375 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127541.890625 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127541.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127888.320312 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127888.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127976.937500 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -127976.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128009.320312 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -128009.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128019.226562 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -128019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128021.382812 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128021.382812 Penalty: 3509.601318
	Iteration 6F: 3 clusters Score -128021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -23063.894531 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -23063.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21882.845703 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -21882.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22204.984375 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -22204.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22300.214844 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -22300.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22326.078125 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -22326.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22345.585938 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -22345.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22358.945312 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -22358.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22363.863281 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -22363.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22363.863281 Penalty: 2794.855469
	Iteration 7F: 3 clusters Score -22363.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35177.082031 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -35177.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33816.265625 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -33816.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34076.957031 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34076.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34260.886719 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -34260.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34291.265625 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -34291.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34314.222656 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34314.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34329.761719 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34329.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34348.742188 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34348.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34368.902344 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -34368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34375.703125 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -34375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34379.421875 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -34379.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34380.996094 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -34381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34380.996094 Penalty: 2981.588623
	Iteration 11F: 3 clusters Score -34381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -1662336.000000 Penalty: 2375.952881
	Iteration 0F: 2 clusters Score -1662336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1651835.875000 Penalty: 4751.905762
	Iteration 0F: 3 clusters Score -1651836 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1655035.750000 Penalty: 4751.905762
	Iteration 1F: 3 clusters Score -1655036 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1655381.875000 Penalty: 4751.905762
	Iteration 2F: 3 clusters Score -1655382 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1655623.625000 Penalty: 4751.905762
	Iteration 3Q: 3 clusters Score -1655624 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1655792.750000 Penalty: 4751.905762
	Iteration 4Q: 3 clusters Score -1655793 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1655931.500000 Penalty: 4751.905762
	Iteration 5Q: 3 clusters Score -1655932 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1656048.875000 Penalty: 4751.905762
	Iteration 6Q: 3 clusters Score -1656049 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1656150.875000 Penalty: 4751.905762
	Iteration 7Q: 3 clusters Score -1656151 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1656249.750000 Penalty: 4751.905762
	Iteration 8Q: 3 clusters Score -1656250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1656350.500000 Penalty: 4751.905762
	Iteration 9Q: 3 clusters Score -1656350 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1656455.125000 Penalty: 4751.905762
	Iteration 10Q: 3 clusters Score -1656455 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1656574.500000 Penalty: 4751.905762
	Iteration 11Q: 3 clusters Score -1656574 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1656700.750000 Penalty: 4751.905762
	Iteration 12Q: 3 clusters Score -1656701 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1656851.500000 Penalty: 4751.905762
	Iteration 13Q: 3 clusters Score -1656852 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1657045.625000 Penalty: 4751.905762
	Iteration 14Q: 3 clusters Score -1657046 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1657290.875000 Penalty: 4751.905762
	Iteration 15Q: 3 clusters Score -1657291 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1657592.125000 Penalty: 4751.905762
	Iteration 16Q: 3 clusters Score -1657592 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1657964.500000 Penalty: 4751.905762
	Iteration 17Q: 3 clusters Score -1657964 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1658360.750000 Penalty: 4751.905762
	Iteration 18Q: 3 clusters Score -1658361 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1658783.000000 Penalty: 4751.905762
	Iteration 19Q: 3 clusters Score -1658783 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1659177.125000 Penalty: 4751.905762
	Iteration 20F: 3 clusters Score -1659177 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1659529.000000 Penalty: 4751.905762
	Iteration 21Q: 3 clusters Score -1659529 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1659760.625000 Penalty: 4751.905762
	Iteration 22Q: 3 clusters Score -1659761 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1659923.500000 Penalty: 4751.905762
	Iteration 23Q: 3 clusters Score -1659924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1660034.375000 Penalty: 4751.905762
	Iteration 24Q: 3 clusters Score -1660034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1660101.625000 Penalty: 4751.905762
	Iteration 25Q: 3 clusters Score -1660102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1660142.375000 Penalty: 4751.905762
	Iteration 26Q: 3 clusters Score -1660142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1660176.375000 Penalty: 4751.905762
	Iteration 27Q: 3 clusters Score -1660176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1660196.875000 Penalty: 4751.905762
	Iteration 28Q: 3 clusters Score -1660197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1660209.750000 Penalty: 4751.905762
	Iteration 29Q: 3 clusters Score -1660210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1660228.125000 Penalty: 4751.905762
	Iteration 30Q: 3 clusters Score -1660228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1660237.000000 Penalty: 4751.905762
	Iteration 31Q: 3 clusters Score -1660237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1660249.125000 Penalty: 4751.905762
	Iteration 32Q: 3 clusters Score -1660249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1660251.875000 Penalty: 4751.905762
	Iteration 33Q: 3 clusters Score -1660252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1660251.875000 Penalty: 4751.905762
	Iteration 34Q: 3 clusters Score -1660252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1660249.250000 Penalty: 4751.905762
	Iteration 35Q: 3 clusters Score -1660249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1660253.375000 Penalty: 4751.905762
	Iteration 36Q: 3 clusters Score -1660253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1660253.375000 Penalty: 4751.905762
	Iteration 37F: 3 clusters Score -1660253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43108.320312 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -43108.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41579.972656 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -41579.97 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41781.777344 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -41781.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41851.253906 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -41851.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41918.503906 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -41918.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41996.972656 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -41996.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42052.898438 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -42052.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42103.792969 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -42103.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42159.582031 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -42159.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42214.425781 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -42214.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42294.281250 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -42294.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42337.097656 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -42337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42366.613281 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -42366.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42413.539062 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -42413.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42475.371094 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -42475.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42585.152344 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -42585.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42713.175781 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -42713.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42789.476562 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -42789.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42821.558594 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -42821.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42861.332031 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -42861.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42922.515625 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -42922.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42949.179688 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -42949.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42977.562500 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -42977.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42979.761719 Penalty: 3063.229980
	Iteration 22Q: 3 clusters Score -42979.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42979.761719 Penalty: 3063.229980
	Iteration 23F: 3 clusters Score -42979.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (344267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344267 members 
Entering Unmasked Estep 
Score: -38723208.000000 Penalty: 3161.794922
	Iteration 0F: 2 clusters Score -3.872321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172315 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -38523900.000000 Penalty: 6323.589844
	Iteration 0F: 3 clusters Score -3.85239e+07 nChanged 167401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 169097 members 
Entering Unmasked Estep 
Score: -38621100.000000 Penalty: 6323.589844
	Iteration 1F: 3 clusters Score -3.86211e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176691 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -38622136.000000 Penalty: 6323.589844
	Iteration 2Q: 3 clusters Score -3.862214e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179016 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -38623136.000000 Penalty: 6323.589844
	Iteration 3Q: 3 clusters Score -3.862314e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182726 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -38624948.000000 Penalty: 6323.589844
	Iteration 4Q: 3 clusters Score -3.862495e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188467 members 
Mstep: Class 2 contains 155800 members 
Entering Unmasked Estep 
Score: -38627252.000000 Penalty: 6323.589844
	Iteration 5Q: 3 clusters Score -3.862725e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197185 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -38630748.000000 Penalty: 6323.589844
	Iteration 6Q: 3 clusters Score -3.863075e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209976 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -38636908.000000 Penalty: 6323.589844
	Iteration 7Q: 3 clusters Score -3.863691e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228321 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -38648312.000000 Penalty: 6323.589844
	Iteration 8F: 3 clusters Score -3.864831e+07 nChanged 23907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251684 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -38665768.000000 Penalty: 6323.589844
	Iteration 9F: 3 clusters Score -3.866577e+07 nChanged 25505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276905 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -38687636.000000 Penalty: 6323.589844
	Iteration 10F: 3 clusters Score -3.868764e+07 nChanged 22569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299344 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -38702760.000000 Penalty: 6323.589844
	Iteration 11F: 3 clusters Score -3.870276e+07 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314239 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -38709724.000000 Penalty: 6323.589844
	Iteration 12Q: 3 clusters Score -3.870972e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323281 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -38713104.000000 Penalty: 6323.589844
	Iteration 13Q: 3 clusters Score -3.87131e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329055 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -38715228.000000 Penalty: 6323.589844
	Iteration 14Q: 3 clusters Score -3.871523e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333027 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -38716672.000000 Penalty: 6323.589844
	Iteration 15Q: 3 clusters Score -3.871667e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335935 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -38717576.000000 Penalty: 6323.589844
	Iteration 16Q: 3 clusters Score -3.871758e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338061 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -38718292.000000 Penalty: 6323.589844
	Iteration 17Q: 3 clusters Score -3.871829e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339605 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -38718616.000000 Penalty: 6323.589844
	Iteration 18Q: 3 clusters Score -3.871862e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340716 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -38719084.000000 Penalty: 6323.589844
	Iteration 19Q: 3 clusters Score -3.871908e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341549 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -38719460.000000 Penalty: 6323.589844
	Iteration 20F: 3 clusters Score -3.871946e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342145 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -38719820.000000 Penalty: 6323.589844
	Iteration 21Q: 3 clusters Score -3.871982e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342519 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -38720024.000000 Penalty: 6323.589844
	Iteration 22Q: 3 clusters Score -3.872002e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -38720176.000000 Penalty: 6323.589844
	Iteration 23Q: 3 clusters Score -3.872018e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342942 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -38720272.000000 Penalty: 6323.589844
	Iteration 24Q: 3 clusters Score -3.872027e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343069 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -38720352.000000 Penalty: 6323.589844
	Iteration 25Q: 3 clusters Score -3.872035e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -38720404.000000 Penalty: 6323.589844
	Iteration 26Q: 3 clusters Score -3.87204e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343231 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -38720436.000000 Penalty: 6323.589844
	Iteration 27Q: 3 clusters Score -3.872044e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343284 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -38720476.000000 Penalty: 6323.589844
	Iteration 28Q: 3 clusters Score -3.872048e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343327 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -38720484.000000 Penalty: 6323.589844
	Iteration 29Q: 3 clusters Score -3.872048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -38720472.000000 Penalty: 6323.589844
	Iteration 30Q: 3 clusters Score -3.872047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343379 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -38720496.000000 Penalty: 6323.589844
	Iteration 31Q: 3 clusters Score -3.87205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343402 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -38720536.000000 Penalty: 6323.589844
	Iteration 32Q: 3 clusters Score -3.872054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343418 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -38720516.000000 Penalty: 6323.589844
	Iteration 33Q: 3 clusters Score -3.872052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343440 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -38720524.000000 Penalty: 6323.589844
	Iteration 34Q: 3 clusters Score -3.872052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343457 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -38720556.000000 Penalty: 6323.589844
	Iteration 35Q: 3 clusters Score -3.872056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343471 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -38720560.000000 Penalty: 6323.589844
	Iteration 36Q: 3 clusters Score -3.872056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343476 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -38720564.000000 Penalty: 6323.589844
	Iteration 37Q: 3 clusters Score -3.872056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343484 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -38720556.000000 Penalty: 6323.589844
	Iteration 38Q: 3 clusters Score -3.872056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343491 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -38720564.000000 Penalty: 6323.589844
	Iteration 39Q: 3 clusters Score -3.872056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343490 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -38720552.000000 Penalty: 6323.589844
	Iteration 40F: 3 clusters Score -3.872055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343494 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -38720552.000000 Penalty: 6323.589844
	Iteration 41Q: 3 clusters Score -3.872055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343498 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -38720548.000000 Penalty: 6323.589844
	Iteration 42Q: 3 clusters Score -3.872055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343500 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -38720548.000000 Penalty: 6323.589844
	Iteration 43Q: 3 clusters Score -3.872055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343501 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -38720556.000000 Penalty: 6323.589844
	Iteration 44Q: 3 clusters Score -3.872056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343502 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -38720560.000000 Penalty: 6323.589844
	Iteration 45Q: 3 clusters Score -3.872056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343503 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -38720572.000000 Penalty: 6323.589844
	Iteration 46Q: 3 clusters Score -3.872057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343506 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -38720572.000000 Penalty: 6323.589844
	Iteration 47Q: 3 clusters Score -3.872057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343506 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -38720572.000000 Penalty: 6323.589844
	Iteration 48F: 3 clusters Score -3.872057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97466 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26318 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15193 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929848.000000 Penalty: 154325.625000
Iteration 279Q: 46 clusters Score -1.109298e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28357 members 
Mstep: Class 11 contains 49501 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44165 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26741 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97451 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26321 members 
Mstep: Class 23 contains 23224 members 
Mstep: Class 24 contains 35943 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15195 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19916 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 280F: 46 clusters Score -1.109298e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28355 members 
Mstep: Class 11 contains 49501 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44166 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26745 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97437 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26322 members 
Mstep: Class 23 contains 23223 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15197 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929824.000000 Penalty: 154325.625000
Iteration 281Q: 46 clusters Score -1.109298e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28354 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44171 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26747 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97430 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26324 members 
Mstep: Class 23 contains 23222 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7896 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19914 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929816.000000 Penalty: 154325.625000
Iteration 282Q: 46 clusters Score -1.109298e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28353 members 
Mstep: Class 11 contains 49504 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44173 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97422 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26327 members 
Mstep: Class 23 contains 23224 members 
Mstep: Class 24 contains 35945 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929720.000000 Penalty: 154325.625000
Iteration 283Q: 46 clusters Score -1.109297e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28352 members 
Mstep: Class 11 contains 49509 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26752 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97410 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26330 members 
Mstep: Class 23 contains 23225 members 
Mstep: Class 24 contains 35948 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19917 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929712.000000 Penalty: 154325.625000
Iteration 284Q: 46 clusters Score -1.109297e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28350 members 
Mstep: Class 11 contains 49509 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44180 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26754 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97396 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26336 members 
Mstep: Class 23 contains 23226 members 
Mstep: Class 24 contains 35949 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19918 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14480 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929744.000000 Penalty: 154325.625000
Iteration 285Q: 46 clusters Score -1.109297e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28349 members 
Mstep: Class 11 contains 49511 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44182 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26757 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97382 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26345 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35949 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19920 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14483 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929744.000000 Penalty: 154325.625000
Iteration 286Q: 46 clusters Score -1.109297e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28347 members 
Mstep: Class 11 contains 49511 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44186 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26758 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97373 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26350 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35950 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929688.000000 Penalty: 154325.625000
Iteration 287Q: 46 clusters Score -1.109297e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28346 members 
Mstep: Class 11 contains 49511 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44188 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26759 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97368 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26355 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 288Q: 46 clusters Score -1.109298e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49513 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44189 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97361 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26359 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929752.000000 Penalty: 154325.625000
Iteration 289Q: 46 clusters Score -1.109298e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49515 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44190 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97351 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26362 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7898 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929664.000000 Penalty: 154325.625000
Iteration 290Q: 46 clusters Score -1.109297e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49515 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44193 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97341 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26367 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929648.000000 Penalty: 154325.625000
Iteration 291Q: 46 clusters Score -1.109296e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49514 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44195 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97332 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26370 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929728.000000 Penalty: 154325.625000
Iteration 292Q: 46 clusters Score -1.109297e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49515 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44201 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97329 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19920 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929672.000000 Penalty: 154325.625000
Iteration 293Q: 46 clusters Score -1.109297e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49517 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44206 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97322 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929712.000000 Penalty: 154325.625000
Iteration 294Q: 46 clusters Score -1.109297e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49517 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44209 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97318 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111000 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19922 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929696.000000 Penalty: 154325.625000
Iteration 295Q: 46 clusters Score -1.109297e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49517 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44209 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97316 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23227 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929680.000000 Penalty: 154325.625000
Iteration 296Q: 46 clusters Score -1.109297e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49518 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44209 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97316 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23228 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929688.000000 Penalty: 154325.625000
Iteration 297Q: 46 clusters Score -1.109297e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44209 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97313 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929664.000000 Penalty: 154325.625000
Iteration 298Q: 46 clusters Score -1.109297e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44209 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97309 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929640.000000 Penalty: 154325.625000
Iteration 299Q: 46 clusters Score -1.109296e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44210 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97307 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929712.000000 Penalty: 154325.625000
Iteration 300F: 46 clusters Score -1.109297e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44211 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26760 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97303 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929704.000000 Penalty: 154325.625000
Iteration 301Q: 46 clusters Score -1.109297e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44211 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97301 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26371 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929736.000000 Penalty: 154325.625000
Iteration 302Q: 46 clusters Score -1.109297e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44213 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97299 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929760.000000 Penalty: 154325.625000
Iteration 303Q: 46 clusters Score -1.109298e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44215 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97299 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929744.000000 Penalty: 154325.625000
Iteration 304Q: 46 clusters Score -1.109297e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44217 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97297 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929752.000000 Penalty: 154325.625000
Iteration 305Q: 46 clusters Score -1.109298e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28345 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44219 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97297 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23231 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19923 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14485 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929720.000000 Penalty: 154325.625000
Iteration 306Q: 46 clusters Score -1.109297e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28344 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44220 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97295 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929720.000000 Penalty: 154325.625000
Iteration 307Q: 46 clusters Score -1.109297e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28343 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44221 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97295 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14487 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929704.000000 Penalty: 154325.625000
Iteration 308Q: 46 clusters Score -1.109297e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28340 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44221 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97294 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111003 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14490 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929688.000000 Penalty: 154325.625000
Iteration 309Q: 46 clusters Score -1.109297e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28336 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44222 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97292 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111003 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14494 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929664.000000 Penalty: 154325.625000
Iteration 310Q: 46 clusters Score -1.109297e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28329 members 
Mstep: Class 11 contains 49521 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44226 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26762 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97290 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111003 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14501 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929728.000000 Penalty: 154325.625000
Iteration 311Q: 46 clusters Score -1.109297e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44226 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26763 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97287 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111004 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14505 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929688.000000 Penalty: 154325.625000
Iteration 312Q: 46 clusters Score -1.109297e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28317 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26766 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97285 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111006 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14514 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929720.000000 Penalty: 154325.625000
Iteration 313Q: 46 clusters Score -1.109297e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28314 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26770 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97284 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6741 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14520 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929752.000000 Penalty: 154325.625000
Iteration 314Q: 46 clusters Score -1.109298e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28313 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26770 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97284 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111006 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14523 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929736.000000 Penalty: 154325.625000
Iteration 315Q: 46 clusters Score -1.109297e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28313 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26770 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97284 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111006 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6738 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14525 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929720.000000 Penalty: 154325.625000
Iteration 316Q: 46 clusters Score -1.109297e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28311 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26771 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97284 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111006 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14527 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929752.000000 Penalty: 154325.625000
Iteration 317Q: 46 clusters Score -1.109298e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28307 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26772 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97283 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26373 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14181 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14528 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929728.000000 Penalty: 154325.625000
Iteration 318Q: 46 clusters Score -1.109297e+08 nChanged 8
Entering ConstructFrom: 
Score: -110929728.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (48723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Entering Unmasked Estep 
Score: -5408526.000000 Penalty: 2676.888672
	Iteration 0F: 2 clusters Score -5408526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -5375640.500000 Penalty: 5353.777344
	Iteration 0F: 3 clusters Score -5375640 nChanged 22497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5388207.500000 Penalty: 5353.777344
	Iteration 1F: 3 clusters Score -5388208 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -5388701.000000 Penalty: 5353.777344
	Iteration 2Q: 3 clusters Score -5388701 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5389198.000000 Penalty: 5353.777344
	Iteration 3Q: 3 clusters Score -5389198 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -5389717.500000 Penalty: 5353.777344
	Iteration 4Q: 3 clusters Score -5389718 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5390315.000000 Penalty: 5353.777344
	Iteration 5Q: 3 clusters Score -5390315 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5391061.500000 Penalty: 5353.777344
	Iteration 6Q: 3 clusters Score -5391062 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5391994.000000 Penalty: 5353.777344
	Iteration 7Q: 3 clusters Score -5391994 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5393060.000000 Penalty: 5353.777344
	Iteration 8Q: 3 clusters Score -5393060 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -5394077.000000 Penalty: 5353.777344
	Iteration 9Q: 3 clusters Score -5394077 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5395071.500000 Penalty: 5353.777344
	Iteration 10Q: 3 clusters Score -5395072 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5395801.500000 Penalty: 5353.777344
	Iteration 11Q: 3 clusters Score -5395802 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5396460.000000 Penalty: 5353.777344
	Iteration 12Q: 3 clusters Score -5396460 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5397043.500000 Penalty: 5353.777344
	Iteration 13Q: 3 clusters Score -5397044 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5397668.500000 Penalty: 5353.777344
	Iteration 14Q: 3 clusters Score -5397668 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -5398450.000000 Penalty: 5353.777344
	Iteration 15Q: 3 clusters Score -5398450 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -5399530.500000 Penalty: 5353.777344
	Iteration 16Q: 3 clusters Score -5399530 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5400919.000000 Penalty: 5353.777344
	Iteration 17Q: 3 clusters Score -5400919 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -5402604.000000 Penalty: 5353.777344
	Iteration 18Q: 3 clusters Score -5402604 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5404221.500000 Penalty: 5353.777344
	Iteration 19Q: 3 clusters Score -5404222 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5405188.500000 Penalty: 5353.777344
	Iteration 20F: 3 clusters Score -5405188 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5405640.500000 Penalty: 5353.777344
	Iteration 21Q: 3 clusters Score -5405640 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5405862.500000 Penalty: 5353.777344
	Iteration 22Q: 3 clusters Score -5405862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5406002.000000 Penalty: 5353.777344
	Iteration 23Q: 3 clusters Score -5406002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5406070.500000 Penalty: 5353.777344
	Iteration 24Q: 3 clusters Score -5406070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5406098.500000 Penalty: 5353.777344
	Iteration 25Q: 3 clusters Score -5406098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5406138.000000 Penalty: 5353.777344
	Iteration 26Q: 3 clusters Score -5406138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5406172.000000 Penalty: 5353.777344
	Iteration 27Q: 3 clusters Score -5406172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5406183.000000 Penalty: 5353.777344
	Iteration 28Q: 3 clusters Score -5406183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5406187.500000 Penalty: 5353.777344
	Iteration 29Q: 3 clusters Score -5406188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5406206.500000 Penalty: 5353.777344
	Iteration 30Q: 3 clusters Score -5406206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5406206.000000 Penalty: 5353.777344
	Iteration 31Q: 3 clusters Score -5406206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5406208.500000 Penalty: 5353.777344
	Iteration 32Q: 3 clusters Score -5406208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5406214.000000 Penalty: 5353.777344
	Iteration 33Q: 3 clusters Score -5406214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5406224.000000 Penalty: 5353.777344
	Iteration 34Q: 3 clusters Score -5406224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5406237.500000 Penalty: 5353.777344
	Iteration 35Q: 3 clusters Score -5406238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5406238.500000 Penalty: 5353.777344
	Iteration 36Q: 3 clusters Score -5406238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5406236.500000 Penalty: 5353.777344
	Iteration 37Q: 3 clusters Score -5406236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5406248.500000 Penalty: 5353.777344
	Iteration 38Q: 3 clusters Score -5406248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5406256.000000 Penalty: 5353.777344
	Iteration 39Q: 3 clusters Score -5406256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5406259.000000 Penalty: 5353.777344
	Iteration 40F: 3 clusters Score -5406259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5406260.500000 Penalty: 5353.777344
	Iteration 41Q: 3 clusters Score -5406260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5406270.500000 Penalty: 5353.777344
	Iteration 42Q: 3 clusters Score -5406270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5406272.000000 Penalty: 5353.777344
	Iteration 43Q: 3 clusters Score -5406272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5406271.500000 Penalty: 5353.777344
	Iteration 44Q: 3 clusters Score -5406272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5406279.500000 Penalty: 5353.777344
	Iteration 45Q: 3 clusters Score -5406280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5406282.500000 Penalty: 5353.777344
	Iteration 46Q: 3 clusters Score -5406282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5406288.000000 Penalty: 5353.777344
	Iteration 47Q: 3 clusters Score -5406288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5406290.500000 Penalty: 5353.777344
	Iteration 48Q: 3 clusters Score -5406290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5406290.500000 Penalty: 5353.777344
	Iteration 49F: 3 clusters Score -5406290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32858.535156 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32858.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32985.511719 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -32985.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32996.203125 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -32996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33000.828125 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33000.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33002.628906 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33002.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33004.808594 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -33004.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33004.808594 Penalty: 2894.066162
	Iteration 6F: 3 clusters Score -33004.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -394287.000000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -394287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -390688.250000 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -390688.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391707.250000 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -391707.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392213.843750 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -392213.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392634.593750 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -392634.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -393013.031250 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -393013 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -393319.156250 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -393319.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -393514.062500 Penalty: 4063.377930
	Iteration 6Q: 3 clusters Score -393514.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -393657.812500 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -393657.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -393777.000000 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -393777 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -393895.250000 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -393895.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -394002.187500 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -394002.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -394099.093750 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -394099.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -394154.750000 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -394154.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -394199.593750 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -394199.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -394231.593750 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -394231.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -394260.406250 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -394260.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -394280.500000 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -394280.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -394293.531250 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -394293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -394307.468750 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -394307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -394312.406250 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -394312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -394314.500000 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -394314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -394314.906250 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -394314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -394314.875000 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -394314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -394314.875000 Penalty: 4063.377930
	Iteration 23F: 3 clusters Score -394314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26773 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26374 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14529 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Mstep: Class 46 contains 1021 members 
Entering Unmasked Estep 
Score: -110928320.000000 Penalty: 157755.078125
Splitting cluster 3 changes total score from -110929728.000000 to -110928320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -499925.375000 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -499925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -495705.031250 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -495705 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -496811.093750 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -496811.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -497197.625000 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -497197.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -497570.718750 Penalty: 4187.037109
	Iteration 3F: 3 clusters Score -497570.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -497900.562500 Penalty: 4187.037109
	Iteration 4F: 3 clusters Score -497900.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -498195.031250 Penalty: 4187.037109
	Iteration 5F: 3 clusters Score -498195 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -498408.781250 Penalty: 4187.037109
	Iteration 6F: 3 clusters Score -498408.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -498522.781250 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -498522.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -498591.687500 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -498591.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -498650.750000 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -498650.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -498695.500000 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -498695.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -498722.187500 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -498722.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -498735.656250 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -498735.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -498744.375000 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -498744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -498751.406250 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -498751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -498757.312500 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -498757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -498760.531250 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -498760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -498766.437500 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -498766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -498772.125000 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -498772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -498775.656250 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -498775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -498777.031250 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -498777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -498781.250000 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -498781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -498781.625000 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -498781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -498782.625000 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -498782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -498782.531250 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -498782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -498782.531250 Penalty: 4187.037109
	Iteration 25F: 3 clusters Score -498782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -72513.601562 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -72513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70899.054688 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -70899.05 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71418.343750 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -71418.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71652.492188 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -71652.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71830.015625 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -71830.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71961.289062 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -71961.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72028.804688 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -72028.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72069.359375 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -72069.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72104.531250 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -72104.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72136.195312 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -72136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72165.296875 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -72165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72179.023438 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -72179.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72189.601562 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -72189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72196.828125 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -72196.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72205.273438 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -72205.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72225.429688 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -72225.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72262.890625 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -72262.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72315.718750 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -72315.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72409.851562 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -72409.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72526.664062 Penalty: 3304.280029
	Iteration 18Q: 3 clusters Score -72526.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72591.960938 Penalty: 3304.280029
	Iteration 19Q: 3 clusters Score -72591.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72600.382812 Penalty: 3304.280029
	Iteration 20F: 3 clusters Score -72600.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72603.109375 Penalty: 3304.280029
	Iteration 21Q: 3 clusters Score -72603.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72605.218750 Penalty: 3304.280029
	Iteration 22Q: 3 clusters Score -72605.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72605.218750 Penalty: 3304.280029
	Iteration 23F: 3 clusters Score -72605.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26773 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26374 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14529 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Mstep: Class 46 contains 331 members 
Entering Unmasked Estep 
Score: -110928104.000000 Penalty: 157755.078125
Splitting cluster 5 changes total score from -110929728.000000 to -110928104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -399819.781250 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -399819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -395917.250000 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -395917.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -396813.656250 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -396813.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -397147.812500 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -397147.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -397438.718750 Penalty: 4114.839355
	Iteration 3F: 3 clusters Score -397438.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -397683.281250 Penalty: 4114.839355
	Iteration 4F: 3 clusters Score -397683.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -397895.250000 Penalty: 4114.839355
	Iteration 5F: 3 clusters Score -397895.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -398077.437500 Penalty: 4114.839355
	Iteration 6F: 3 clusters Score -398077.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -398237.625000 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -398237.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -398387.218750 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -398387.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -398511.000000 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -398511 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -398605.968750 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -398606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -398673.218750 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -398673.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -398709.500000 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -398709.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -398737.468750 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -398737.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -398753.031250 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -398753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -398765.531250 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -398765.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -398776.531250 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -398776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -398784.531250 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -398784.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -398794.125000 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -398794.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -398801.000000 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -398801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -398809.500000 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -398809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -398816.218750 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -398816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -398821.843750 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -398821.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -398829.718750 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -398829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -398833.687500 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -398833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -398835.843750 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -398835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -398837.281250 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -398837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -398840.468750 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -398840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -398840.968750 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -398841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -398842.312500 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -398842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -398844.000000 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -398844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -398846.375000 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -398846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -398848.031250 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -398848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -398850.187500 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -398850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -398851.312500 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -398851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -398854.250000 Penalty: 4114.839355
	Iteration 35Q: 3 clusters Score -398854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -398855.843750 Penalty: 4114.839355
	Iteration 36Q: 3 clusters Score -398855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -398857.312500 Penalty: 4114.839355
	Iteration 37Q: 3 clusters Score -398857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -398858.406250 Penalty: 4114.839355
	Iteration 38Q: 3 clusters Score -398858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -398860.062500 Penalty: 4114.839355
	Iteration 39Q: 3 clusters Score -398860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -398861.843750 Penalty: 4114.839355
	Iteration 40F: 3 clusters Score -398861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -398863.406250 Penalty: 4114.839355
	Iteration 41Q: 3 clusters Score -398863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -398862.937500 Penalty: 4114.839355
	Iteration 42Q: 3 clusters Score -398862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -398863.062500 Penalty: 4114.839355
	Iteration 43Q: 3 clusters Score -398863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -398863.062500 Penalty: 4114.839355
	Iteration 44F: 3 clusters Score -398863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Entering Unmasked Estep 
Score: -1029402.125000 Penalty: 2265.365479
	Iteration 0F: 2 clusters Score -1029402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1022237.375000 Penalty: 4530.730957
	Iteration 0F: 3 clusters Score -1022237 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1024310.562500 Penalty: 4530.730957
	Iteration 1F: 3 clusters Score -1024311 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1024642.562500 Penalty: 4530.730957
	Iteration 2F: 3 clusters Score -1024643 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1024931.250000 Penalty: 4530.730957
	Iteration 3F: 3 clusters Score -1024931 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1025207.500000 Penalty: 4530.730957
	Iteration 4Q: 3 clusters Score -1025208 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1025482.562500 Penalty: 4530.730957
	Iteration 5Q: 3 clusters Score -1025483 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1025756.187500 Penalty: 4530.730957
	Iteration 6Q: 3 clusters Score -1025756 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1025994.937500 Penalty: 4530.730957
	Iteration 7Q: 3 clusters Score -1025995 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1026233.437500 Penalty: 4530.730957
	Iteration 8Q: 3 clusters Score -1026233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1026475.937500 Penalty: 4530.730957
	Iteration 9Q: 3 clusters Score -1026476 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1026702.562500 Penalty: 4530.730957
	Iteration 10Q: 3 clusters Score -1026703 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1026907.687500 Penalty: 4530.730957
	Iteration 11Q: 3 clusters Score -1026908 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1027079.062500 Penalty: 4530.730957
	Iteration 12Q: 3 clusters Score -1027079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1027206.375000 Penalty: 4530.730957
	Iteration 13Q: 3 clusters Score -1027206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1027299.187500 Penalty: 4530.730957
	Iteration 14Q: 3 clusters Score -1027299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1027354.500000 Penalty: 4530.730957
	Iteration 15Q: 3 clusters Score -1027354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1027393.187500 Penalty: 4530.730957
	Iteration 16Q: 3 clusters Score -1027393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1027419.437500 Penalty: 4530.730957
	Iteration 17Q: 3 clusters Score -1027419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1027438.625000 Penalty: 4530.730957
	Iteration 18Q: 3 clusters Score -1027439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1027454.000000 Penalty: 4530.730957
	Iteration 19Q: 3 clusters Score -1027454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1027462.562500 Penalty: 4530.730957
	Iteration 20F: 3 clusters Score -1027463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1027469.000000 Penalty: 4530.730957
	Iteration 21Q: 3 clusters Score -1027469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1027477.562500 Penalty: 4530.730957
	Iteration 22Q: 3 clusters Score -1027478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1027477.812500 Penalty: 4530.730957
	Iteration 23Q: 3 clusters Score -1027478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1027480.812500 Penalty: 4530.730957
	Iteration 24Q: 3 clusters Score -1027481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1027482.500000 Penalty: 4530.730957
	Iteration 25Q: 3 clusters Score -1027482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1027484.000000 Penalty: 4530.730957
	Iteration 26Q: 3 clusters Score -1027484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1027483.875000 Penalty: 4530.730957
	Iteration 27Q: 3 clusters Score -1027484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1027484.687500 Penalty: 4530.730957
	Iteration 28Q: 3 clusters Score -1027485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1027484.687500 Penalty: 4530.730957
	Iteration 29F: 3 clusters Score -1027485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -523245.031250 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -523245 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 2661 members 
Entering Unmasked Estep 
Score: -518609.156250 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -518609.2 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -520126.062500 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -520126.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -520905.437500 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -520905.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -521502.093750 Penalty: 4255.669922
	Iteration 3F: 3 clusters Score -521502.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -521930.250000 Penalty: 4255.669922
	Iteration 4F: 3 clusters Score -521930.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -522287.468750 Penalty: 4255.669922
	Iteration 5F: 3 clusters Score -522287.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -522566.562500 Penalty: 4255.669922
	Iteration 6F: 3 clusters Score -522566.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -522781.593750 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -522781.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -522915.531250 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -522915.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -523003.687500 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -523003.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -523052.781250 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -523052.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -523097.187500 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -523097.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -523137.187500 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -523137.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -523157.875000 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -523157.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -523175.781250 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -523175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -523187.968750 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -523188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -523197.562500 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -523197.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -523206.593750 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -523206.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -523214.687500 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -523214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -523223.625000 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -523223.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -523232.187500 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -523232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -523238.281250 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -523238.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -523243.250000 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -523243.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -523250.968750 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -523251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -523257.250000 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -523257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -523265.375000 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -523265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -523273.718750 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -523273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -523278.437500 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -523278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -523278.906250 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -523278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -523281.656250 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -523281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -523282.468750 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -523282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -523283.718750 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -523283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -523284.531250 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -523284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -523288.937500 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -523288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -523293.093750 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -523293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -523294.281250 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -523294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -523296.625000 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -523296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -523300.812500 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -523300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -523306.406250 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -523306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -523311.750000 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -523311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -523315.218750 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -523315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -523317.906250 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -523317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -523318.937500 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -523318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -523320.937500 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -523320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -523321.656250 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -523321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -523323.343750 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -523323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -523324.968750 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -523325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -523325.281250 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -523325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -523325.281250 Penalty: 4255.669922
	Iteration 48F: 3 clusters Score -523325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 1332 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26773 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26374 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14529 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Mstep: Class 46 contains 3992 members 
Entering Unmasked Estep 
Score: -110928384.000000 Penalty: 157755.078125
Splitting cluster 8 changes total score from -110929728.000000 to -110928384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -268620.125000 Penalty: 1938.071289
	Iteration 0F: 2 clusters Score -268620.1 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 1248 members 
Entering Unmasked Estep 
Score: -265689.375000 Penalty: 3876.142578
	Iteration 0F: 3 clusters Score -265689.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -266201.625000 Penalty: 3876.142578
	Iteration 1F: 3 clusters Score -266201.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -266357.250000 Penalty: 3876.142578
	Iteration 2F: 3 clusters Score -266357.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -266450.656250 Penalty: 3876.142578
	Iteration 3F: 3 clusters Score -266450.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -266531.031250 Penalty: 3876.142578
	Iteration 4Q: 3 clusters Score -266531 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -266605.593750 Penalty: 3876.142578
	Iteration 5Q: 3 clusters Score -266605.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -266668.906250 Penalty: 3876.142578
	Iteration 6Q: 3 clusters Score -266668.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -266741.875000 Penalty: 3876.142578
	Iteration 7Q: 3 clusters Score -266741.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -266817.187500 Penalty: 3876.142578
	Iteration 8Q: 3 clusters Score -266817.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -266898.718750 Penalty: 3876.142578
	Iteration 9Q: 3 clusters Score -266898.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -266947.375000 Penalty: 3876.142578
	Iteration 10Q: 3 clusters Score -266947.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266989.468750 Penalty: 3876.142578
	Iteration 11Q: 3 clusters Score -266989.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -267019.281250 Penalty: 3876.142578
	Iteration 12Q: 3 clusters Score -267019.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -267041.218750 Penalty: 3876.142578
	Iteration 13Q: 3 clusters Score -267041.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -267062.437500 Penalty: 3876.142578
	Iteration 14Q: 3 clusters Score -267062.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -267083.718750 Penalty: 3876.142578
	Iteration 15Q: 3 clusters Score -267083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -267098.000000 Penalty: 3876.142578
	Iteration 16Q: 3 clusters Score -267098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -267102.750000 Penalty: 3876.142578
	Iteration 17Q: 3 clusters Score -267102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -267106.531250 Penalty: 3876.142578
	Iteration 18Q: 3 clusters Score -267106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -267111.625000 Penalty: 3876.142578
	Iteration 19Q: 3 clusters Score -267111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -267115.593750 Penalty: 3876.142578
	Iteration 20F: 3 clusters Score -267115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -267118.937500 Penalty: 3876.142578
	Iteration 21Q: 3 clusters Score -267118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267121.687500 Penalty: 3876.142578
	Iteration 22Q: 3 clusters Score -267121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267123.468750 Penalty: 3876.142578
	Iteration 23Q: 3 clusters Score -267123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -267125.250000 Penalty: 3876.142578
	Iteration 24Q: 3 clusters Score -267125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -267126.625000 Penalty: 3876.142578
	Iteration 25Q: 3 clusters Score -267126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267127.843750 Penalty: 3876.142578
	Iteration 26Q: 3 clusters Score -267127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267127.843750 Penalty: 3876.142578
	Iteration 27F: 3 clusters Score -267127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Entering Unmasked Estep 
Score: -3124866.500000 Penalty: 2542.187988
	Iteration 0F: 2 clusters Score -3124866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3105524.750000 Penalty: 5084.375977
	Iteration 0F: 3 clusters Score -3105525 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3112561.250000 Penalty: 5084.375977
	Iteration 1F: 3 clusters Score -3112561 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3113205.250000 Penalty: 5084.375977
	Iteration 2F: 3 clusters Score -3113205 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3113877.500000 Penalty: 5084.375977
	Iteration 3F: 3 clusters Score -3113878 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3114629.250000 Penalty: 5084.375977
	Iteration 4F: 3 clusters Score -3114629 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3115424.250000 Penalty: 5084.375977
	Iteration 5Q: 3 clusters Score -3115424 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3116349.250000 Penalty: 5084.375977
	Iteration 6F: 3 clusters Score -3116349 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3117395.250000 Penalty: 5084.375977
	Iteration 7F: 3 clusters Score -3117395 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3118518.250000 Penalty: 5084.375977
	Iteration 8F: 3 clusters Score -3118518 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3119579.500000 Penalty: 5084.375977
	Iteration 9F: 3 clusters Score -3119580 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3120470.000000 Penalty: 5084.375977
	Iteration 10F: 3 clusters Score -3120470 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3121285.000000 Penalty: 5084.375977
	Iteration 11Q: 3 clusters Score -3121285 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3121905.000000 Penalty: 5084.375977
	Iteration 12Q: 3 clusters Score -3121905 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3122381.500000 Penalty: 5084.375977
	Iteration 13Q: 3 clusters Score -3122382 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3122768.750000 Penalty: 5084.375977
	Iteration 14Q: 3 clusters Score -3122769 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3123053.500000 Penalty: 5084.375977
	Iteration 15Q: 3 clusters Score -3123054 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3123246.500000 Penalty: 5084.375977
	Iteration 16Q: 3 clusters Score -3123246 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3123384.500000 Penalty: 5084.375977
	Iteration 17Q: 3 clusters Score -3123384 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3123506.500000 Penalty: 5084.375977
	Iteration 18Q: 3 clusters Score -3123506 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3123624.250000 Penalty: 5084.375977
	Iteration 19Q: 3 clusters Score -3123624 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3123735.250000 Penalty: 5084.375977
	Iteration 20F: 3 clusters Score -3123735 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3123806.750000 Penalty: 5084.375977
	Iteration 21Q: 3 clusters Score -3123807 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3123850.250000 Penalty: 5084.375977
	Iteration 22Q: 3 clusters Score -3123850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3123896.750000 Penalty: 5084.375977
	Iteration 23Q: 3 clusters Score -3123897 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3123925.250000 Penalty: 5084.375977
	Iteration 24Q: 3 clusters Score -3123925 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3123969.500000 Penalty: 5084.375977
	Iteration 25Q: 3 clusters Score -3123970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3124000.750000 Penalty: 5084.375977
	Iteration 26Q: 3 clusters Score -3124001 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3124030.500000 Penalty: 5084.375977
	Iteration 27Q: 3 clusters Score -3124030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3124086.250000 Penalty: 5084.375977
	Iteration 28Q: 3 clusters Score -3124086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3124129.750000 Penalty: 5084.375977
	Iteration 29Q: 3 clusters Score -3124130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3124155.750000 Penalty: 5084.375977
	Iteration 30Q: 3 clusters Score -3124156 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3124186.750000 Penalty: 5084.375977
	Iteration 31Q: 3 clusters Score -3124187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3124214.000000 Penalty: 5084.375977
	Iteration 32Q: 3 clusters Score -3124214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3124238.250000 Penalty: 5084.375977
	Iteration 33Q: 3 clusters Score -3124238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3124250.000000 Penalty: 5084.375977
	Iteration 34Q: 3 clusters Score -3124250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3124253.250000 Penalty: 5084.375977
	Iteration 35Q: 3 clusters Score -3124253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3124274.000000 Penalty: 5084.375977
	Iteration 36Q: 3 clusters Score -3124274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3124312.250000 Penalty: 5084.375977
	Iteration 37Q: 3 clusters Score -3124312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3124333.250000 Penalty: 5084.375977
	Iteration 38Q: 3 clusters Score -3124333 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3124356.500000 Penalty: 5084.375977
	Iteration 39Q: 3 clusters Score -3124356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3124363.750000 Penalty: 5084.375977
	Iteration 40F: 3 clusters Score -3124364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3124371.750000 Penalty: 5084.375977
	Iteration 41Q: 3 clusters Score -3124372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3124380.250000 Penalty: 5084.375977
	Iteration 42Q: 3 clusters Score -3124380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3124394.250000 Penalty: 5084.375977
	Iteration 43Q: 3 clusters Score -3124394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3124412.000000 Penalty: 5084.375977
	Iteration 44Q: 3 clusters Score -3124412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3124414.750000 Penalty: 5084.375977
	Iteration 45Q: 3 clusters Score -3124415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3124419.250000 Penalty: 5084.375977
	Iteration 46Q: 3 clusters Score -3124419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3124431.250000 Penalty: 5084.375977
	Iteration 47Q: 3 clusters Score -3124431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3124443.750000 Penalty: 5084.375977
	Iteration 48Q: 3 clusters Score -3124444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3124453.750000 Penalty: 5084.375977
	Iteration 49Q: 3 clusters Score -3124454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3124457.250000 Penalty: 5084.375977
	Iteration 50Q: 3 clusters Score -3124457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3124456.500000 Penalty: 5084.375977
	Iteration 51Q: 3 clusters Score -3124456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3124461.250000 Penalty: 5084.375977
	Iteration 52Q: 3 clusters Score -3124461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3124464.250000 Penalty: 5084.375977
	Iteration 53Q: 3 clusters Score -3124464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3124474.250000 Penalty: 5084.375977
	Iteration 54Q: 3 clusters Score -3124474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3124468.000000 Penalty: 5084.375977
	Iteration 55Q: 3 clusters Score -3124468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3124475.750000 Penalty: 5084.375977
	Iteration 56Q: 3 clusters Score -3124476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3124477.750000 Penalty: 5084.375977
	Iteration 57Q: 3 clusters Score -3124478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3124486.500000 Penalty: 5084.375977
	Iteration 58Q: 3 clusters Score -3124486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3124482.750000 Penalty: 5084.375977
	Iteration 59Q: 3 clusters Score -3124483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3124484.250000 Penalty: 5084.375977
	Iteration 60F: 3 clusters Score -3124484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3124488.000000 Penalty: 5084.375977
	Iteration 61Q: 3 clusters Score -3124488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3124487.250000 Penalty: 5084.375977
	Iteration 62Q: 3 clusters Score -3124487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3124482.000000 Penalty: 5084.375977
	Iteration 63Q: 3 clusters Score -3124482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3124487.750000 Penalty: 5084.375977
	Iteration 64Q: 3 clusters Score -3124488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3124491.250000 Penalty: 5084.375977
	Iteration 65Q: 3 clusters Score -3124491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3124495.000000 Penalty: 5084.375977
	Iteration 66Q: 3 clusters Score -3124495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3124492.750000 Penalty: 5084.375977
	Iteration 67Q: 3 clusters Score -3124493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3124493.250000 Penalty: 5084.375977
	Iteration 68Q: 3 clusters Score -3124493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3124495.500000 Penalty: 5084.375977
	Iteration 69Q: 3 clusters Score -3124496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3124492.750000 Penalty: 5084.375977
	Iteration 70Q: 3 clusters Score -3124493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3124494.000000 Penalty: 5084.375977
	Iteration 71Q: 3 clusters Score -3124494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3124491.000000 Penalty: 5084.375977
	Iteration 72Q: 3 clusters Score -3124491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3124491.000000 Penalty: 5084.375977
	Iteration 73F: 3 clusters Score -3124491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Entering Unmasked Estep 
Score: -5634129.500000 Penalty: 2680.922607
	Iteration 0F: 2 clusters Score -5634130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5600814.500000 Penalty: 5361.845215
	Iteration 0F: 3 clusters Score -5600814 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5613819.000000 Penalty: 5361.845215
	Iteration 1F: 3 clusters Score -5613819 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5614761.000000 Penalty: 5361.845215
	Iteration 2Q: 3 clusters Score -5614761 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5616034.000000 Penalty: 5361.845215
	Iteration 3F: 3 clusters Score -5616034 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5617841.500000 Penalty: 5361.845215
	Iteration 4F: 3 clusters Score -5617842 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5620359.500000 Penalty: 5361.845215
	Iteration 5F: 3 clusters Score -5620360 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5623302.500000 Penalty: 5361.845215
	Iteration 6F: 3 clusters Score -5623302 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5626245.000000 Penalty: 5361.845215
	Iteration 7F: 3 clusters Score -5626245 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5628493.000000 Penalty: 5361.845215
	Iteration 8F: 3 clusters Score -5628493 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5629797.000000 Penalty: 5361.845215
	Iteration 9Q: 3 clusters Score -5629797 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5630436.500000 Penalty: 5361.845215
	Iteration 10Q: 3 clusters Score -5630436 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5630746.000000 Penalty: 5361.845215
	Iteration 11Q: 3 clusters Score -5630746 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -5630948.000000 Penalty: 5361.845215
	Iteration 12Q: 3 clusters Score -5630948 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5631078.500000 Penalty: 5361.845215
	Iteration 13Q: 3 clusters Score -5631078 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5631210.500000 Penalty: 5361.845215
	Iteration 14Q: 3 clusters Score -5631210 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5631351.000000 Penalty: 5361.845215
	Iteration 15Q: 3 clusters Score -5631351 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5631438.000000 Penalty: 5361.845215
	Iteration 16Q: 3 clusters Score -5631438 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -5631502.500000 Penalty: 5361.845215
	Iteration 17Q: 3 clusters Score -5631502 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5631548.000000 Penalty: 5361.845215
	Iteration 18Q: 3 clusters Score -5631548 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5631567.000000 Penalty: 5361.845215
	Iteration 19Q: 3 clusters Score -5631567 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5631603.000000 Penalty: 5361.845215
	Iteration 20F: 3 clusters Score -5631603 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5631632.000000 Penalty: 5361.845215
	Iteration 21Q: 3 clusters Score -5631632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -5631654.500000 Penalty: 5361.845215
	Iteration 22Q: 3 clusters Score -5631654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5631674.000000 Penalty: 5361.845215
	Iteration 23Q: 3 clusters Score -5631674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5631697.500000 Penalty: 5361.845215
	Iteration 24Q: 3 clusters Score -5631698 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -5631715.000000 Penalty: 5361.845215
	Iteration 25Q: 3 clusters Score -5631715 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5631729.500000 Penalty: 5361.845215
	Iteration 26Q: 3 clusters Score -5631730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -5631759.000000 Penalty: 5361.845215
	Iteration 27Q: 3 clusters Score -5631759 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5631752.500000 Penalty: 5361.845215
	Iteration 28Q: 3 clusters Score -5631752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5631766.500000 Penalty: 5361.845215
	Iteration 29Q: 3 clusters Score -5631766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -5631758.500000 Penalty: 5361.845215
	Iteration 30Q: 3 clusters Score -5631758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5631780.000000 Penalty: 5361.845215
	Iteration 31Q: 3 clusters Score -5631780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5631787.000000 Penalty: 5361.845215
	Iteration 32Q: 3 clusters Score -5631787 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -5631791.000000 Penalty: 5361.845215
	Iteration 33Q: 3 clusters Score -5631791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -5631788.500000 Penalty: 5361.845215
	Iteration 34Q: 3 clusters Score -5631788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5631788.000000 Penalty: 5361.845215
	Iteration 35Q: 3 clusters Score -5631788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -5631800.000000 Penalty: 5361.845215
	Iteration 36Q: 3 clusters Score -5631800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -5631811.500000 Penalty: 5361.845215
	Iteration 37Q: 3 clusters Score -5631812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5631830.000000 Penalty: 5361.845215
	Iteration 38Q: 3 clusters Score -5631830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5631824.500000 Penalty: 5361.845215
	Iteration 39Q: 3 clusters Score -5631824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5631817.000000 Penalty: 5361.845215
	Iteration 40F: 3 clusters Score -5631817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5631827.500000 Penalty: 5361.845215
	Iteration 41Q: 3 clusters Score -5631828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5631823.000000 Penalty: 5361.845215
	Iteration 42Q: 3 clusters Score -5631823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5631819.500000 Penalty: 5361.845215
	Iteration 43Q: 3 clusters Score -5631820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -5631833.000000 Penalty: 5361.845215
	Iteration 44Q: 3 clusters Score -5631833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5631846.000000 Penalty: 5361.845215
	Iteration 45Q: 3 clusters Score -5631846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -5631840.000000 Penalty: 5361.845215
	Iteration 46Q: 3 clusters Score -5631840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -5631843.500000 Penalty: 5361.845215
	Iteration 47Q: 3 clusters Score -5631844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -5631842.500000 Penalty: 5361.845215
	Iteration 48Q: 3 clusters Score -5631842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -5631844.000000 Penalty: 5361.845215
	Iteration 49Q: 3 clusters Score -5631844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -5631849.000000 Penalty: 5361.845215
	Iteration 50Q: 3 clusters Score -5631849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -5631844.000000 Penalty: 5361.845215
	Iteration 51Q: 3 clusters Score -5631844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -5631863.500000 Penalty: 5361.845215
	Iteration 52Q: 3 clusters Score -5631864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5631864.500000 Penalty: 5361.845215
	Iteration 53Q: 3 clusters Score -5631864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5631864.500000 Penalty: 5361.845215
	Iteration 54Q: 3 clusters Score -5631864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -5631861.000000 Penalty: 5361.845215
	Iteration 55Q: 3 clusters Score -5631861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -5631866.000000 Penalty: 5361.845215
	Iteration 56Q: 3 clusters Score -5631866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5631867.500000 Penalty: 5361.845215
	Iteration 57Q: 3 clusters Score -5631868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -5631866.000000 Penalty: 5361.845215
	Iteration 58Q: 3 clusters Score -5631866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -5631868.500000 Penalty: 5361.845215
	Iteration 59Q: 3 clusters Score -5631868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -5631870.500000 Penalty: 5361.845215
	Iteration 60F: 3 clusters Score -5631870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -5631867.500000 Penalty: 5361.845215
	Iteration 61Q: 3 clusters Score -5631868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5631869.000000 Penalty: 5361.845215
	Iteration 62Q: 3 clusters Score -5631869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -5631871.000000 Penalty: 5361.845215
	Iteration 63Q: 3 clusters Score -5631871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5631877.500000 Penalty: 5361.845215
	Iteration 64Q: 3 clusters Score -5631878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5631875.500000 Penalty: 5361.845215
	Iteration 65Q: 3 clusters Score -5631876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -5631876.500000 Penalty: 5361.845215
	Iteration 66Q: 3 clusters Score -5631876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -5631876.000000 Penalty: 5361.845215
	Iteration 67Q: 3 clusters Score -5631876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -5631875.500000 Penalty: 5361.845215
	Iteration 68Q: 3 clusters Score -5631876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5631873.000000 Penalty: 5361.845215
	Iteration 69Q: 3 clusters Score -5631873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5631877.000000 Penalty: 5361.845215
	Iteration 70Q: 3 clusters Score -5631877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5631880.000000 Penalty: 5361.845215
	Iteration 71Q: 3 clusters Score -5631880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5631870.000000 Penalty: 5361.845215
	Iteration 72Q: 3 clusters Score -5631870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5631876.000000 Penalty: 5361.845215
	Iteration 73Q: 3 clusters Score -5631876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -5631869.000000 Penalty: 5361.845215
	Iteration 74Q: 3 clusters Score -5631869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -5631869.000000 Penalty: 5361.845215
	Iteration 75F: 3 clusters Score -5631869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -229303.859375 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -229303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -226612.437500 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -226612.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -227048.359375 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -227048.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -227177.312500 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -227177.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227239.859375 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -227239.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -227289.953125 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -227290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -227330.140625 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -227330.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -227351.906250 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -227351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -227365.859375 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -227365.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -227374.984375 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -227375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -227381.078125 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -227381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -227387.562500 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -227387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -227391.765625 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -227391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -227391.828125 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -227391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -227392.281250 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -227392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -227392.281250 Penalty: 3781.083984
	Iteration 14F: 3 clusters Score -227392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -754856.812500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -754856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -749188.750000 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -749188.8 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -750595.125000 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -750595.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -750869.062500 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -750869.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -751045.062500 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -751045.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -751167.062500 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -751167.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -751251.562500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -751251.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -751313.312500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -751313.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -751361.000000 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -751361 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -751400.625000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -751400.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -751451.625000 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -751451.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -751497.625000 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -751497.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -751552.625000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -751552.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -751592.937500 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -751592.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -751641.250000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -751641.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -751691.062500 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -751691.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -751759.625000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -751759.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -751833.625000 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -751833.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -751909.125000 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -751909.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -751987.312500 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -751987.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -752072.437500 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -752072.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -752159.500000 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -752159.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -752255.687500 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -752255.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -752349.500000 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -752349.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -752446.750000 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -752446.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -752559.125000 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -752559.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -752669.312500 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -752669.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -752750.500000 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -752750.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -752799.500000 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -752799.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -752835.625000 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -752835.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -752857.000000 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -752857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -752882.125000 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -752882.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -752903.687500 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -752903.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -752921.750000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -752921.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -752935.750000 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -752935.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -752948.687500 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -752948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -752956.250000 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -752956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -752964.750000 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -752964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -752975.375000 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -752975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -752983.125000 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -752983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -752987.000000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -752987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -752988.812500 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -752988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -752994.250000 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -752994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -752995.875000 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -752995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -752995.875000 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -752995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -752996.875000 Penalty: 4376.602539
	Iteration 44Q: 3 clusters Score -752996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -752997.000000 Penalty: 4376.602539
	Iteration 45Q: 3 clusters Score -752997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -752997.000000 Penalty: 4376.602539
	Iteration 46F: 3 clusters Score -752997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Entering Unmasked Estep 
Score: -5008257.000000 Penalty: 2652.878662
	Iteration 0F: 2 clusters Score -5008257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -4978487.000000 Penalty: 5305.757324
	Iteration 0F: 3 clusters Score -4978487 nChanged 20232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4989925.000000 Penalty: 5305.757324
	Iteration 1F: 3 clusters Score -4989925 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4990492.500000 Penalty: 5305.757324
	Iteration 2Q: 3 clusters Score -4990492 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4991070.500000 Penalty: 5305.757324
	Iteration 3Q: 3 clusters Score -4991070 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4991824.000000 Penalty: 5305.757324
	Iteration 4Q: 3 clusters Score -4991824 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -4992686.500000 Penalty: 5305.757324
	Iteration 5Q: 3 clusters Score -4992686 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -4993934.000000 Penalty: 5305.757324
	Iteration 6F: 3 clusters Score -4993934 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4995590.500000 Penalty: 5305.757324
	Iteration 7F: 3 clusters Score -4995590 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4997632.500000 Penalty: 5305.757324
	Iteration 8F: 3 clusters Score -4997632 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4999710.000000 Penalty: 5305.757324
	Iteration 9F: 3 clusters Score -4999710 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -5001622.000000 Penalty: 5305.757324
	Iteration 10F: 3 clusters Score -5001622 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -5003237.000000 Penalty: 5305.757324
	Iteration 11Q: 3 clusters Score -5003237 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5004517.000000 Penalty: 5305.757324
	Iteration 12Q: 3 clusters Score -5004517 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5005298.000000 Penalty: 5305.757324
	Iteration 13Q: 3 clusters Score -5005298 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5005796.000000 Penalty: 5305.757324
	Iteration 14Q: 3 clusters Score -5005796 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5006143.000000 Penalty: 5305.757324
	Iteration 15Q: 3 clusters Score -5006143 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5006341.000000 Penalty: 5305.757324
	Iteration 16Q: 3 clusters Score -5006341 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5006446.500000 Penalty: 5305.757324
	Iteration 17Q: 3 clusters Score -5006446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -5006526.000000 Penalty: 5305.757324
	Iteration 18Q: 3 clusters Score -5006526 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5006588.000000 Penalty: 5305.757324
	Iteration 19Q: 3 clusters Score -5006588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5006618.500000 Penalty: 5305.757324
	Iteration 20F: 3 clusters Score -5006618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5006645.500000 Penalty: 5305.757324
	Iteration 21Q: 3 clusters Score -5006646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -5006671.500000 Penalty: 5305.757324
	Iteration 22Q: 3 clusters Score -5006672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5006672.500000 Penalty: 5305.757324
	Iteration 23Q: 3 clusters Score -5006672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5006685.500000 Penalty: 5305.757324
	Iteration 24Q: 3 clusters Score -5006686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5006692.000000 Penalty: 5305.757324
	Iteration 25Q: 3 clusters Score -5006692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5006701.500000 Penalty: 5305.757324
	Iteration 26Q: 3 clusters Score -5006702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5006703.500000 Penalty: 5305.757324
	Iteration 27Q: 3 clusters Score -5006704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5006704.000000 Penalty: 5305.757324
	Iteration 28Q: 3 clusters Score -5006704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5006711.500000 Penalty: 5305.757324
	Iteration 29Q: 3 clusters Score -5006712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5006716.500000 Penalty: 5305.757324
	Iteration 30Q: 3 clusters Score -5006716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5006717.000000 Penalty: 5305.757324
	Iteration 31Q: 3 clusters Score -5006717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5006721.500000 Penalty: 5305.757324
	Iteration 32Q: 3 clusters Score -5006722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -5006715.000000 Penalty: 5305.757324
	Iteration 33Q: 3 clusters Score -5006715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5006717.500000 Penalty: 5305.757324
	Iteration 34Q: 3 clusters Score -5006718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5006716.500000 Penalty: 5305.757324
	Iteration 35Q: 3 clusters Score -5006716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5006714.500000 Penalty: 5305.757324
	Iteration 36Q: 3 clusters Score -5006714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5006714.000000 Penalty: 5305.757324
	Iteration 37Q: 3 clusters Score -5006714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -5006721.000000 Penalty: 5305.757324
	Iteration 38Q: 3 clusters Score -5006721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5006723.000000 Penalty: 5305.757324
	Iteration 39Q: 3 clusters Score -5006723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5006720.500000 Penalty: 5305.757324
	Iteration 40F: 3 clusters Score -5006720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5006728.500000 Penalty: 5305.757324
	Iteration 41Q: 3 clusters Score -5006728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5006722.500000 Penalty: 5305.757324
	Iteration 42Q: 3 clusters Score -5006722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5006729.000000 Penalty: 5305.757324
	Iteration 43Q: 3 clusters Score -5006729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5006725.000000 Penalty: 5305.757324
	Iteration 44Q: 3 clusters Score -5006725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5006729.000000 Penalty: 5305.757324
	Iteration 45Q: 3 clusters Score -5006729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5006734.500000 Penalty: 5305.757324
	Iteration 46Q: 3 clusters Score -5006734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5006738.500000 Penalty: 5305.757324
	Iteration 47Q: 3 clusters Score -5006738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5006734.500000 Penalty: 5305.757324
	Iteration 48Q: 3 clusters Score -5006734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5006739.000000 Penalty: 5305.757324
	Iteration 49Q: 3 clusters Score -5006739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5006745.000000 Penalty: 5305.757324
	Iteration 50Q: 3 clusters Score -5006745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5006764.000000 Penalty: 5305.757324
	Iteration 51Q: 3 clusters Score -5006764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5006760.000000 Penalty: 5305.757324
	Iteration 52Q: 3 clusters Score -5006760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5006761.000000 Penalty: 5305.757324
	Iteration 53Q: 3 clusters Score -5006761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5006763.500000 Penalty: 5305.757324
	Iteration 54Q: 3 clusters Score -5006764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5006767.000000 Penalty: 5305.757324
	Iteration 55Q: 3 clusters Score -5006767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -5006769.000000 Penalty: 5305.757324
	Iteration 56Q: 3 clusters Score -5006769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -5006756.500000 Penalty: 5305.757324
	Iteration 57Q: 3 clusters Score -5006756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5006764.000000 Penalty: 5305.757324
	Iteration 58Q: 3 clusters Score -5006764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5006769.000000 Penalty: 5305.757324
	Iteration 59Q: 3 clusters Score -5006769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -5006766.000000 Penalty: 5305.757324
	Iteration 60F: 3 clusters Score -5006766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5006766.000000 Penalty: 5305.757324
	Iteration 61Q: 3 clusters Score -5006766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -5006771.000000 Penalty: 5305.757324
	Iteration 62Q: 3 clusters Score -5006771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5006771.500000 Penalty: 5305.757324
	Iteration 63Q: 3 clusters Score -5006772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5006775.000000 Penalty: 5305.757324
	Iteration 64Q: 3 clusters Score -5006775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5006772.000000 Penalty: 5305.757324
	Iteration 65Q: 3 clusters Score -5006772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5006774.500000 Penalty: 5305.757324
	Iteration 66Q: 3 clusters Score -5006774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5006774.500000 Penalty: 5305.757324
	Iteration 67F: 3 clusters Score -5006774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -140131.609375 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -140131.6 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 719 members 
Entering Unmasked Estep 
Score: -138004.468750 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -138004.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138391.140625 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -138391.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -138519.281250 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -138519.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -138590.015625 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -138590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138633.921875 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -138633.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -138668.343750 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -138668.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -138690.718750 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -138690.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -138713.000000 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -138713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -138734.718750 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -138734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -138745.093750 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -138745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138760.625000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -138760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138772.453125 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -138772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138779.984375 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -138780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138780.843750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -138780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138781.359375 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -138781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138781.359375 Penalty: 3579.852051
	Iteration 15F: 3 clusters Score -138781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Entering Unmasked Estep 
Score: -2995318.750000 Penalty: 2528.396973
	Iteration 0F: 2 clusters Score -2995319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2976876.500000 Penalty: 5056.793945
	Iteration 0F: 3 clusters Score -2976876 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2983292.500000 Penalty: 5056.793945
	Iteration 1F: 3 clusters Score -2983292 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2983769.750000 Penalty: 5056.793945
	Iteration 2F: 3 clusters Score -2983770 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2984344.750000 Penalty: 5056.793945
	Iteration 3Q: 3 clusters Score -2984345 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2985045.500000 Penalty: 5056.793945
	Iteration 4F: 3 clusters Score -2985046 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2985986.000000 Penalty: 5056.793945
	Iteration 5F: 3 clusters Score -2985986 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2987221.250000 Penalty: 5056.793945
	Iteration 6F: 3 clusters Score -2987221 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2988684.750000 Penalty: 5056.793945
	Iteration 7F: 3 clusters Score -2988685 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2990125.500000 Penalty: 5056.793945
	Iteration 8F: 3 clusters Score -2990126 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2991154.250000 Penalty: 5056.793945
	Iteration 9F: 3 clusters Score -2991154 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2991775.250000 Penalty: 5056.793945
	Iteration 10Q: 3 clusters Score -2991775 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2992138.250000 Penalty: 5056.793945
	Iteration 11Q: 3 clusters Score -2992138 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2992377.750000 Penalty: 5056.793945
	Iteration 12Q: 3 clusters Score -2992378 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2992532.250000 Penalty: 5056.793945
	Iteration 13Q: 3 clusters Score -2992532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2992652.750000 Penalty: 5056.793945
	Iteration 14Q: 3 clusters Score -2992653 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2992751.000000 Penalty: 5056.793945
	Iteration 15Q: 3 clusters Score -2992751 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2992852.500000 Penalty: 5056.793945
	Iteration 16Q: 3 clusters Score -2992852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2992945.500000 Penalty: 5056.793945
	Iteration 17Q: 3 clusters Score -2992946 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2993052.250000 Penalty: 5056.793945
	Iteration 18Q: 3 clusters Score -2993052 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2993106.750000 Penalty: 5056.793945
	Iteration 19Q: 3 clusters Score -2993107 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2993204.000000 Penalty: 5056.793945
	Iteration 20F: 3 clusters Score -2993204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2993296.500000 Penalty: 5056.793945
	Iteration 21Q: 3 clusters Score -2993296 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2993380.250000 Penalty: 5056.793945
	Iteration 22Q: 3 clusters Score -2993380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2993462.000000 Penalty: 5056.793945
	Iteration 23Q: 3 clusters Score -2993462 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2993526.500000 Penalty: 5056.793945
	Iteration 24Q: 3 clusters Score -2993526 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2993597.250000 Penalty: 5056.793945
	Iteration 25Q: 3 clusters Score -2993597 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2993666.000000 Penalty: 5056.793945
	Iteration 26Q: 3 clusters Score -2993666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2993699.250000 Penalty: 5056.793945
	Iteration 27Q: 3 clusters Score -2993699 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2993727.500000 Penalty: 5056.793945
	Iteration 28Q: 3 clusters Score -2993728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2993768.000000 Penalty: 5056.793945
	Iteration 29Q: 3 clusters Score -2993768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2993787.250000 Penalty: 5056.793945
	Iteration 30Q: 3 clusters Score -2993787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2993815.500000 Penalty: 5056.793945
	Iteration 31Q: 3 clusters Score -2993816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2993830.250000 Penalty: 5056.793945
	Iteration 32Q: 3 clusters Score -2993830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2993847.500000 Penalty: 5056.793945
	Iteration 33Q: 3 clusters Score -2993848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2993857.000000 Penalty: 5056.793945
	Iteration 34Q: 3 clusters Score -2993857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2993867.750000 Penalty: 5056.793945
	Iteration 35Q: 3 clusters Score -2993868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2993866.250000 Penalty: 5056.793945
	Iteration 36Q: 3 clusters Score -2993866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2993874.250000 Penalty: 5056.793945
	Iteration 37Q: 3 clusters Score -2993874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2993876.500000 Penalty: 5056.793945
	Iteration 38Q: 3 clusters Score -2993876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2993887.500000 Penalty: 5056.793945
	Iteration 39Q: 3 clusters Score -2993888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2993895.500000 Penalty: 5056.793945
	Iteration 40F: 3 clusters Score -2993896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2993913.500000 Penalty: 5056.793945
	Iteration 41Q: 3 clusters Score -2993914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2993909.500000 Penalty: 5056.793945
	Iteration 42Q: 3 clusters Score -2993910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2993919.750000 Penalty: 5056.793945
	Iteration 43Q: 3 clusters Score -2993920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2993930.750000 Penalty: 5056.793945
	Iteration 44Q: 3 clusters Score -2993931 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2993949.000000 Penalty: 5056.793945
	Iteration 45Q: 3 clusters Score -2993949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2993950.750000 Penalty: 5056.793945
	Iteration 46Q: 3 clusters Score -2993951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2993973.750000 Penalty: 5056.793945
	Iteration 47Q: 3 clusters Score -2993974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2993987.000000 Penalty: 5056.793945
	Iteration 48Q: 3 clusters Score -2993987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2994014.750000 Penalty: 5056.793945
	Iteration 49Q: 3 clusters Score -2994015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2994029.500000 Penalty: 5056.793945
	Iteration 50Q: 3 clusters Score -2994030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2994058.500000 Penalty: 5056.793945
	Iteration 51Q: 3 clusters Score -2994058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2994081.000000 Penalty: 5056.793945
	Iteration 52Q: 3 clusters Score -2994081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2994128.000000 Penalty: 5056.793945
	Iteration 53Q: 3 clusters Score -2994128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2994185.750000 Penalty: 5056.793945
	Iteration 54Q: 3 clusters Score -2994186 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2994255.000000 Penalty: 5056.793945
	Iteration 55Q: 3 clusters Score -2994255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2994355.750000 Penalty: 5056.793945
	Iteration 56Q: 3 clusters Score -2994356 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2994505.000000 Penalty: 5056.793945
	Iteration 57Q: 3 clusters Score -2994505 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2994736.000000 Penalty: 5056.793945
	Iteration 58Q: 3 clusters Score -2994736 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2994996.000000 Penalty: 5056.793945
	Iteration 59Q: 3 clusters Score -2994996 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2995174.000000 Penalty: 5056.793945
	Iteration 60F: 3 clusters Score -2995174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2995270.000000 Penalty: 5056.793945
	Iteration 61Q: 3 clusters Score -2995270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2995329.500000 Penalty: 5056.793945
	Iteration 62Q: 3 clusters Score -2995330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2995362.250000 Penalty: 5056.793945
	Iteration 63Q: 3 clusters Score -2995362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2995374.500000 Penalty: 5056.793945
	Iteration 64Q: 3 clusters Score -2995374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2995379.250000 Penalty: 5056.793945
	Iteration 65Q: 3 clusters Score -2995379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2995391.000000 Penalty: 5056.793945
	Iteration 66Q: 3 clusters Score -2995391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2995387.000000 Penalty: 5056.793945
	Iteration 67Q: 3 clusters Score -2995387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2995388.500000 Penalty: 5056.793945
	Iteration 68Q: 3 clusters Score -2995388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2995388.250000 Penalty: 5056.793945
	Iteration 69Q: 3 clusters Score -2995388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2995388.250000 Penalty: 5056.793945
	Iteration 70Q: 3 clusters Score -2995388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2995386.750000 Penalty: 5056.793945
	Iteration 71Q: 3 clusters Score -2995387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2995384.250000 Penalty: 5056.793945
	Iteration 72Q: 3 clusters Score -2995384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2995388.750000 Penalty: 5056.793945
	Iteration 73Q: 3 clusters Score -2995389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -2995391.500000 Penalty: 5056.793945
	Iteration 74Q: 3 clusters Score -2995392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2995390.750000 Penalty: 5056.793945
	Iteration 75Q: 3 clusters Score -2995391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2995392.250000 Penalty: 5056.793945
	Iteration 76Q: 3 clusters Score -2995392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2995391.250000 Penalty: 5056.793945
	Iteration 77Q: 3 clusters Score -2995391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2995393.500000 Penalty: 5056.793945
	Iteration 78Q: 3 clusters Score -2995394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2995391.250000 Penalty: 5056.793945
	Iteration 79Q: 3 clusters Score -2995391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2995391.500000 Penalty: 5056.793945
	Iteration 80F: 3 clusters Score -2995392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2995390.500000 Penalty: 5056.793945
	Iteration 81Q: 3 clusters Score -2995390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2995390.500000 Penalty: 5056.793945
	Iteration 82F: 3 clusters Score -2995390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 3444 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26374 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14529 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Mstep: Class 46 contains 23329 members 
Entering Unmasked Estep 
Score: -110928848.000000 Penalty: 157755.078125
Splitting cluster 16 changes total score from -110929728.000000 to -110928848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Entering Unmasked Estep 
Score: -1239226.000000 Penalty: 2316.158447
	Iteration 0F: 2 clusters Score -1239226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1230648.750000 Penalty: 4632.316895
	Iteration 0F: 3 clusters Score -1230649 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1233203.375000 Penalty: 4632.316895
	Iteration 1F: 3 clusters Score -1233203 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1233541.125000 Penalty: 4632.316895
	Iteration 2F: 3 clusters Score -1233541 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1233812.500000 Penalty: 4632.316895
	Iteration 3F: 3 clusters Score -1233812 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1234101.000000 Penalty: 4632.316895
	Iteration 4Q: 3 clusters Score -1234101 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1234451.250000 Penalty: 4632.316895
	Iteration 5Q: 3 clusters Score -1234451 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1234870.000000 Penalty: 4632.316895
	Iteration 6F: 3 clusters Score -1234870 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1235363.125000 Penalty: 4632.316895
	Iteration 7F: 3 clusters Score -1235363 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1235818.750000 Penalty: 4632.316895
	Iteration 8F: 3 clusters Score -1235819 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1236250.375000 Penalty: 4632.316895
	Iteration 9Q: 3 clusters Score -1236250 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1236598.250000 Penalty: 4632.316895
	Iteration 10Q: 3 clusters Score -1236598 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1236826.250000 Penalty: 4632.316895
	Iteration 11Q: 3 clusters Score -1236826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1236968.500000 Penalty: 4632.316895
	Iteration 12Q: 3 clusters Score -1236968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1237077.125000 Penalty: 4632.316895
	Iteration 13Q: 3 clusters Score -1237077 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1237147.000000 Penalty: 4632.316895
	Iteration 14Q: 3 clusters Score -1237147 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1237195.250000 Penalty: 4632.316895
	Iteration 15Q: 3 clusters Score -1237195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1237220.125000 Penalty: 4632.316895
	Iteration 16Q: 3 clusters Score -1237220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1237239.750000 Penalty: 4632.316895
	Iteration 17Q: 3 clusters Score -1237240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1237251.250000 Penalty: 4632.316895
	Iteration 18Q: 3 clusters Score -1237251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1237264.500000 Penalty: 4632.316895
	Iteration 19Q: 3 clusters Score -1237264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1237274.250000 Penalty: 4632.316895
	Iteration 20F: 3 clusters Score -1237274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1237286.625000 Penalty: 4632.316895
	Iteration 21Q: 3 clusters Score -1237287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1237294.625000 Penalty: 4632.316895
	Iteration 22Q: 3 clusters Score -1237295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1237304.875000 Penalty: 4632.316895
	Iteration 23Q: 3 clusters Score -1237305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1237312.500000 Penalty: 4632.316895
	Iteration 24Q: 3 clusters Score -1237312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1237317.625000 Penalty: 4632.316895
	Iteration 25Q: 3 clusters Score -1237318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1237322.125000 Penalty: 4632.316895
	Iteration 26Q: 3 clusters Score -1237322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1237325.000000 Penalty: 4632.316895
	Iteration 27Q: 3 clusters Score -1237325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1237333.500000 Penalty: 4632.316895
	Iteration 28Q: 3 clusters Score -1237334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1237337.750000 Penalty: 4632.316895
	Iteration 29Q: 3 clusters Score -1237338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1237339.750000 Penalty: 4632.316895
	Iteration 30Q: 3 clusters Score -1237340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1237346.750000 Penalty: 4632.316895
	Iteration 31Q: 3 clusters Score -1237347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1237349.000000 Penalty: 4632.316895
	Iteration 32Q: 3 clusters Score -1237349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1237349.750000 Penalty: 4632.316895
	Iteration 33Q: 3 clusters Score -1237350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1237351.000000 Penalty: 4632.316895
	Iteration 34Q: 3 clusters Score -1237351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1237350.500000 Penalty: 4632.316895
	Iteration 35Q: 3 clusters Score -1237350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1237352.375000 Penalty: 4632.316895
	Iteration 36Q: 3 clusters Score -1237352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1237352.375000 Penalty: 4632.316895
	Iteration 37F: 3 clusters Score -1237352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -16452.562500 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -16452.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15400.372070 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -15400.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15460.672852 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -15460.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -1097807.000000 Penalty: 2280.919189
	Iteration 0F: 2 clusters Score -1097807 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 4912 members 
Entering Unmasked Estep 
Score: -1090176.500000 Penalty: 4561.838379
	Iteration 0F: 3 clusters Score -1090176 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1092384.875000 Penalty: 4561.838379
	Iteration 1F: 3 clusters Score -1092385 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1092695.625000 Penalty: 4561.838379
	Iteration 2F: 3 clusters Score -1092696 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1092917.625000 Penalty: 4561.838379
	Iteration 3F: 3 clusters Score -1092918 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1093103.125000 Penalty: 4561.838379
	Iteration 4Q: 3 clusters Score -1093103 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1093278.625000 Penalty: 4561.838379
	Iteration 5Q: 3 clusters Score -1093279 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1093484.750000 Penalty: 4561.838379
	Iteration 6Q: 3 clusters Score -1093485 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1093762.875000 Penalty: 4561.838379
	Iteration 7Q: 3 clusters Score -1093763 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1094038.500000 Penalty: 4561.838379
	Iteration 8Q: 3 clusters Score -1094038 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1094352.375000 Penalty: 4561.838379
	Iteration 9Q: 3 clusters Score -1094352 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1094681.875000 Penalty: 4561.838379
	Iteration 10Q: 3 clusters Score -1094682 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1095041.875000 Penalty: 4561.838379
	Iteration 11Q: 3 clusters Score -1095042 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1095446.750000 Penalty: 4561.838379
	Iteration 12Q: 3 clusters Score -1095447 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1095907.250000 Penalty: 4561.838379
	Iteration 13Q: 3 clusters Score -1095907 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1096304.125000 Penalty: 4561.838379
	Iteration 14Q: 3 clusters Score -1096304 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1096504.750000 Penalty: 4561.838379
	Iteration 15Q: 3 clusters Score -1096505 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1096597.875000 Penalty: 4561.838379
	Iteration 16Q: 3 clusters Score -1096598 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1096651.500000 Penalty: 4561.838379
	Iteration 17Q: 3 clusters Score -1096652 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1096681.625000 Penalty: 4561.838379
	Iteration 18Q: 3 clusters Score -1096682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1096702.750000 Penalty: 4561.838379
	Iteration 19Q: 3 clusters Score -1096703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1096712.500000 Penalty: 4561.838379
	Iteration 20F: 3 clusters Score -1096712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1096724.000000 Penalty: 4561.838379
	Iteration 21Q: 3 clusters Score -1096724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1096733.500000 Penalty: 4561.838379
	Iteration 22Q: 3 clusters Score -1096734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1096740.500000 Penalty: 4561.838379
	Iteration 23Q: 3 clusters Score -1096740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1096751.375000 Penalty: 4561.838379
	Iteration 24Q: 3 clusters Score -1096751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1096759.875000 Penalty: 4561.838379
	Iteration 25Q: 3 clusters Score -1096760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1096768.750000 Penalty: 4561.838379
	Iteration 26Q: 3 clusters Score -1096769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1096780.125000 Penalty: 4561.838379
	Iteration 27Q: 3 clusters Score -1096780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1096783.625000 Penalty: 4561.838379
	Iteration 28Q: 3 clusters Score -1096784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1096789.000000 Penalty: 4561.838379
	Iteration 29Q: 3 clusters Score -1096789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1096793.250000 Penalty: 4561.838379
	Iteration 30Q: 3 clusters Score -1096793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1096800.250000 Penalty: 4561.838379
	Iteration 31Q: 3 clusters Score -1096800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1096804.375000 Penalty: 4561.838379
	Iteration 32Q: 3 clusters Score -1096804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1096804.875000 Penalty: 4561.838379
	Iteration 33Q: 3 clusters Score -1096805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1096804.875000 Penalty: 4561.838379
	Iteration 34Q: 3 clusters Score -1096805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1096806.250000 Penalty: 4561.838379
	Iteration 35Q: 3 clusters Score -1096806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1096806.000000 Penalty: 4561.838379
	Iteration 36Q: 3 clusters Score -1096806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1096807.125000 Penalty: 4561.838379
	Iteration 37Q: 3 clusters Score -1096807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1096808.750000 Penalty: 4561.838379
	Iteration 38Q: 3 clusters Score -1096809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1096810.875000 Penalty: 4561.838379
	Iteration 39Q: 3 clusters Score -1096811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1096810.250000 Penalty: 4561.838379
	Iteration 40F: 3 clusters Score -1096810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1096812.125000 Penalty: 4561.838379
	Iteration 41Q: 3 clusters Score -1096812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1096812.125000 Penalty: 4561.838379
	Iteration 42Q: 3 clusters Score -1096812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1096812.625000 Penalty: 4561.838379
	Iteration 43Q: 3 clusters Score -1096813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1096812.750000 Penalty: 4561.838379
	Iteration 44Q: 3 clusters Score -1096813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1096815.750000 Penalty: 4561.838379
	Iteration 45Q: 3 clusters Score -1096816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1096814.625000 Penalty: 4561.838379
	Iteration 46Q: 3 clusters Score -1096815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1096814.625000 Penalty: 4561.838379
	Iteration 47F: 3 clusters Score -1096815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Entering Unmasked Estep 
Score: -11021172.000000 Penalty: 2848.366455
	Iteration 0F: 2 clusters Score -1.102117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -10955882.000000 Penalty: 5696.732910
	Iteration 0F: 3 clusters Score -1.095588e+07 nChanged 46071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -10982274.000000 Penalty: 5696.732910
	Iteration 1F: 3 clusters Score -1.098227e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -10983162.000000 Penalty: 5696.732910
	Iteration 2Q: 3 clusters Score -1.098316e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -10984053.000000 Penalty: 5696.732910
	Iteration 3Q: 3 clusters Score -1.098405e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -10985206.000000 Penalty: 5696.732910
	Iteration 4Q: 3 clusters Score -1.098521e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -10986548.000000 Penalty: 5696.732910
	Iteration 5Q: 3 clusters Score -1.098655e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -10988406.000000 Penalty: 5696.732910
	Iteration 6Q: 3 clusters Score -1.098841e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -10991030.000000 Penalty: 5696.732910
	Iteration 7F: 3 clusters Score -1.099103e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -10994190.000000 Penalty: 5696.732910
	Iteration 8F: 3 clusters Score -1.099419e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -10998167.000000 Penalty: 5696.732910
	Iteration 9F: 3 clusters Score -1.099817e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -11002676.000000 Penalty: 5696.732910
	Iteration 10F: 3 clusters Score -1.100268e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -11006927.000000 Penalty: 5696.732910
	Iteration 11F: 3 clusters Score -1.100693e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -11010396.000000 Penalty: 5696.732910
	Iteration 12Q: 3 clusters Score -1.10104e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -11012300.000000 Penalty: 5696.732910
	Iteration 13Q: 3 clusters Score -1.10123e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -11013411.000000 Penalty: 5696.732910
	Iteration 14Q: 3 clusters Score -1.101341e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -11014078.000000 Penalty: 5696.732910
	Iteration 15Q: 3 clusters Score -1.101408e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -11014521.000000 Penalty: 5696.732910
	Iteration 16Q: 3 clusters Score -1.101452e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -11014903.000000 Penalty: 5696.732910
	Iteration 17Q: 3 clusters Score -1.10149e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -11015201.000000 Penalty: 5696.732910
	Iteration 18Q: 3 clusters Score -1.10152e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -11015510.000000 Penalty: 5696.732910
	Iteration 19Q: 3 clusters Score -1.101551e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -11015745.000000 Penalty: 5696.732910
	Iteration 20F: 3 clusters Score -1.101574e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -11016008.000000 Penalty: 5696.732910
	Iteration 21Q: 3 clusters Score -1.101601e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -11016205.000000 Penalty: 5696.732910
	Iteration 22Q: 3 clusters Score -1.10162e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -11016440.000000 Penalty: 5696.732910
	Iteration 23Q: 3 clusters Score -1.101644e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -11016663.000000 Penalty: 5696.732910
	Iteration 24Q: 3 clusters Score -1.101666e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -11016925.000000 Penalty: 5696.732910
	Iteration 25Q: 3 clusters Score -1.101692e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -11017136.000000 Penalty: 5696.732910
	Iteration 26Q: 3 clusters Score -1.101714e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -11017357.000000 Penalty: 5696.732910
	Iteration 27Q: 3 clusters Score -1.101736e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -11017449.000000 Penalty: 5696.732910
	Iteration 28Q: 3 clusters Score -1.101745e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -11017597.000000 Penalty: 5696.732910
	Iteration 29Q: 3 clusters Score -1.10176e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -11017687.000000 Penalty: 5696.732910
	Iteration 30Q: 3 clusters Score -1.101769e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -11017803.000000 Penalty: 5696.732910
	Iteration 31Q: 3 clusters Score -1.10178e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11017878.000000 Penalty: 5696.732910
	Iteration 32Q: 3 clusters Score -1.101788e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -11017922.000000 Penalty: 5696.732910
	Iteration 33Q: 3 clusters Score -1.101792e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -11018040.000000 Penalty: 5696.732910
	Iteration 34Q: 3 clusters Score -1.101804e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11018104.000000 Penalty: 5696.732910
	Iteration 35Q: 3 clusters Score -1.10181e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95285 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -11018191.000000 Penalty: 5696.732910
	Iteration 36Q: 3 clusters Score -1.101819e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11018224.000000 Penalty: 5696.732910
	Iteration 37Q: 3 clusters Score -1.101822e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11018303.000000 Penalty: 5696.732910
	Iteration 38Q: 3 clusters Score -1.10183e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11018378.000000 Penalty: 5696.732910
	Iteration 39Q: 3 clusters Score -1.101838e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11018434.000000 Penalty: 5696.732910
	Iteration 40F: 3 clusters Score -1.101843e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11018501.000000 Penalty: 5696.732910
	Iteration 41Q: 3 clusters Score -1.10185e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11018551.000000 Penalty: 5696.732910
	Iteration 42Q: 3 clusters Score -1.101855e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11018576.000000 Penalty: 5696.732910
	Iteration 43Q: 3 clusters Score -1.101858e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11018601.000000 Penalty: 5696.732910
	Iteration 44Q: 3 clusters Score -1.10186e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11018630.000000 Penalty: 5696.732910
	Iteration 45Q: 3 clusters Score -1.101863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11018642.000000 Penalty: 5696.732910
	Iteration 46Q: 3 clusters Score -1.101864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11018660.000000 Penalty: 5696.732910
	Iteration 47Q: 3 clusters Score -1.101866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11018678.000000 Penalty: 5696.732910
	Iteration 48Q: 3 clusters Score -1.101868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11018701.000000 Penalty: 5696.732910
	Iteration 49Q: 3 clusters Score -1.10187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11018703.000000 Penalty: 5696.732910
	Iteration 50Q: 3 clusters Score -1.10187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11018711.000000 Penalty: 5696.732910
	Iteration 51Q: 3 clusters Score -1.101871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11018726.000000 Penalty: 5696.732910
	Iteration 52Q: 3 clusters Score -1.101873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11018724.000000 Penalty: 5696.732910
	Iteration 53Q: 3 clusters Score -1.101872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11018728.000000 Penalty: 5696.732910
	Iteration 54Q: 3 clusters Score -1.101873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11018728.000000 Penalty: 5696.732910
	Iteration 55Q: 3 clusters Score -1.101873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11018730.000000 Penalty: 5696.732910
	Iteration 56Q: 3 clusters Score -1.101873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11018733.000000 Penalty: 5696.732910
	Iteration 57Q: 3 clusters Score -1.101873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11018738.000000 Penalty: 5696.732910
	Iteration 58Q: 3 clusters Score -1.101874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11018738.000000 Penalty: 5696.732910
	Iteration 59Q: 3 clusters Score -1.101874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11018748.000000 Penalty: 5696.732910
	Iteration 60F: 3 clusters Score -1.101875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11018746.000000 Penalty: 5696.732910
	Iteration 61Q: 3 clusters Score -1.101875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11018753.000000 Penalty: 5696.732910
	Iteration 62Q: 3 clusters Score -1.101875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11018748.000000 Penalty: 5696.732910
	Iteration 63Q: 3 clusters Score -1.101875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11018755.000000 Penalty: 5696.732910
	Iteration 64Q: 3 clusters Score -1.101876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11018755.000000 Penalty: 5696.732910
	Iteration 65Q: 3 clusters Score -1.101876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11018752.000000 Penalty: 5696.732910
	Iteration 66Q: 3 clusters Score -1.101875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11018756.000000 Penalty: 5696.732910
	Iteration 67Q: 3 clusters Score -1.101876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11018747.000000 Penalty: 5696.732910
	Iteration 68Q: 3 clusters Score -1.101875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11018755.000000 Penalty: 5696.732910
	Iteration 69Q: 3 clusters Score -1.101876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11018748.000000 Penalty: 5696.732910
	Iteration 70Q: 3 clusters Score -1.101875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11018752.000000 Penalty: 5696.732910
	Iteration 71Q: 3 clusters Score -1.101875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11018758.000000 Penalty: 5696.732910
	Iteration 72Q: 3 clusters Score -1.101876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11018764.000000 Penalty: 5696.732910
	Iteration 73Q: 3 clusters Score -1.101876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11018775.000000 Penalty: 5696.732910
	Iteration 74Q: 3 clusters Score -1.101878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11018778.000000 Penalty: 5696.732910
	Iteration 75Q: 3 clusters Score -1.101878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11018791.000000 Penalty: 5696.732910
	Iteration 76Q: 3 clusters Score -1.101879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11018781.000000 Penalty: 5696.732910
	Iteration 77Q: 3 clusters Score -1.101878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11018775.000000 Penalty: 5696.732910
	Iteration 78Q: 3 clusters Score -1.101878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11018779.000000 Penalty: 5696.732910
	Iteration 79Q: 3 clusters Score -1.101878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11018776.000000 Penalty: 5696.732910
	Iteration 80F: 3 clusters Score -1.101878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -208792.437500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -208792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -206258.375000 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -206258.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -206668.890625 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -206668.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206765.718750 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -206765.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206815.515625 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -206815.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206849.875000 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -206849.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -206871.937500 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -206871.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206888.406250 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -206888.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206899.125000 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -206899.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -206909.437500 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -206909.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -206917.843750 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -206917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -206925.921875 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -206925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206927.046875 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -206927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -206930.593750 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -206930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206934.906250 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -206934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206938.828125 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -206938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -206939.968750 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -206940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206940.312500 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -206940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206940.312500 Penalty: 3729.229248
	Iteration 17F: 3 clusters Score -206940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Entering Unmasked Estep 
Score: -3029466.250000 Penalty: 2524.673096
	Iteration 0F: 2 clusters Score -3029466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3011283.750000 Penalty: 5049.346191
	Iteration 0F: 3 clusters Score -3011284 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3017639.750000 Penalty: 5049.346191
	Iteration 1F: 3 clusters Score -3017640 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3018080.500000 Penalty: 5049.346191
	Iteration 2Q: 3 clusters Score -3018080 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3018444.000000 Penalty: 5049.346191
	Iteration 3Q: 3 clusters Score -3018444 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3018743.250000 Penalty: 5049.346191
	Iteration 4Q: 3 clusters Score -3018743 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3019071.750000 Penalty: 5049.346191
	Iteration 5Q: 3 clusters Score -3019072 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3019473.500000 Penalty: 5049.346191
	Iteration 6Q: 3 clusters Score -3019474 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3020011.500000 Penalty: 5049.346191
	Iteration 7Q: 3 clusters Score -3020012 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3020750.250000 Penalty: 5049.346191
	Iteration 8Q: 3 clusters Score -3020750 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3021779.250000 Penalty: 5049.346191
	Iteration 9F: 3 clusters Score -3021779 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3022916.750000 Penalty: 5049.346191
	Iteration 10F: 3 clusters Score -3022917 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3024033.250000 Penalty: 5049.346191
	Iteration 11F: 3 clusters Score -3024033 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3025027.250000 Penalty: 5049.346191
	Iteration 12Q: 3 clusters Score -3025027 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3025869.500000 Penalty: 5049.346191
	Iteration 13Q: 3 clusters Score -3025870 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3026388.250000 Penalty: 5049.346191
	Iteration 14Q: 3 clusters Score -3026388 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3026721.250000 Penalty: 5049.346191
	Iteration 15Q: 3 clusters Score -3026721 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3026943.750000 Penalty: 5049.346191
	Iteration 16Q: 3 clusters Score -3026944 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3027097.500000 Penalty: 5049.346191
	Iteration 17Q: 3 clusters Score -3027098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3027183.000000 Penalty: 5049.346191
	Iteration 18Q: 3 clusters Score -3027183 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3027232.000000 Penalty: 5049.346191
	Iteration 19Q: 3 clusters Score -3027232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3027272.000000 Penalty: 5049.346191
	Iteration 20F: 3 clusters Score -3027272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3027333.500000 Penalty: 5049.346191
	Iteration 21Q: 3 clusters Score -3027334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3027375.250000 Penalty: 5049.346191
	Iteration 22Q: 3 clusters Score -3027375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3027400.000000 Penalty: 5049.346191
	Iteration 23Q: 3 clusters Score -3027400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3027409.000000 Penalty: 5049.346191
	Iteration 24Q: 3 clusters Score -3027409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3027421.500000 Penalty: 5049.346191
	Iteration 25Q: 3 clusters Score -3027422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3027440.000000 Penalty: 5049.346191
	Iteration 26Q: 3 clusters Score -3027440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3027449.250000 Penalty: 5049.346191
	Iteration 27Q: 3 clusters Score -3027449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3027460.750000 Penalty: 5049.346191
	Iteration 28Q: 3 clusters Score -3027461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3027470.750000 Penalty: 5049.346191
	Iteration 29Q: 3 clusters Score -3027471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3027471.750000 Penalty: 5049.346191
	Iteration 30Q: 3 clusters Score -3027472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3027475.250000 Penalty: 5049.346191
	Iteration 31Q: 3 clusters Score -3027475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3027475.250000 Penalty: 5049.346191
	Iteration 32Q: 3 clusters Score -3027475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3027473.500000 Penalty: 5049.346191
	Iteration 33Q: 3 clusters Score -3027474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3027473.500000 Penalty: 5049.346191
	Iteration 34F: 3 clusters Score -3027474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Entering Unmasked Estep 
Score: -2678738.000000 Penalty: 2493.214844
	Iteration 0F: 2 clusters Score -2678738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2662589.250000 Penalty: 4986.429688
	Iteration 0F: 3 clusters Score -2662589 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2668080.500000 Penalty: 4986.429688
	Iteration 1F: 3 clusters Score -2668080 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2668521.500000 Penalty: 4986.429688
	Iteration 2F: 3 clusters Score -2668522 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2668926.250000 Penalty: 4986.429688
	Iteration 3Q: 3 clusters Score -2668926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2669363.000000 Penalty: 4986.429688
	Iteration 4Q: 3 clusters Score -2669363 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2669838.250000 Penalty: 4986.429688
	Iteration 5Q: 3 clusters Score -2669838 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2670352.500000 Penalty: 4986.429688
	Iteration 6Q: 3 clusters Score -2670352 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2671062.750000 Penalty: 4986.429688
	Iteration 7F: 3 clusters Score -2671063 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2671907.500000 Penalty: 4986.429688
	Iteration 8F: 3 clusters Score -2671908 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2672938.000000 Penalty: 4986.429688
	Iteration 9F: 3 clusters Score -2672938 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2673965.750000 Penalty: 4986.429688
	Iteration 10F: 3 clusters Score -2673966 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2674779.250000 Penalty: 4986.429688
	Iteration 11Q: 3 clusters Score -2674779 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2675330.250000 Penalty: 4986.429688
	Iteration 12Q: 3 clusters Score -2675330 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2675622.500000 Penalty: 4986.429688
	Iteration 13Q: 3 clusters Score -2675622 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2675787.250000 Penalty: 4986.429688
	Iteration 14Q: 3 clusters Score -2675787 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2675927.500000 Penalty: 4986.429688
	Iteration 15Q: 3 clusters Score -2675928 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2676030.250000 Penalty: 4986.429688
	Iteration 16Q: 3 clusters Score -2676030 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2676110.500000 Penalty: 4986.429688
	Iteration 17Q: 3 clusters Score -2676110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2676168.250000 Penalty: 4986.429688
	Iteration 18Q: 3 clusters Score -2676168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2676226.750000 Penalty: 4986.429688
	Iteration 19Q: 3 clusters Score -2676227 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2676289.000000 Penalty: 4986.429688
	Iteration 20F: 3 clusters Score -2676289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2676333.750000 Penalty: 4986.429688
	Iteration 21Q: 3 clusters Score -2676334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2676378.250000 Penalty: 4986.429688
	Iteration 22Q: 3 clusters Score -2676378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2676405.500000 Penalty: 4986.429688
	Iteration 23Q: 3 clusters Score -2676406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2676431.000000 Penalty: 4986.429688
	Iteration 24Q: 3 clusters Score -2676431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2676452.750000 Penalty: 4986.429688
	Iteration 25Q: 3 clusters Score -2676453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2676472.250000 Penalty: 4986.429688
	Iteration 26Q: 3 clusters Score -2676472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2676473.000000 Penalty: 4986.429688
	Iteration 27Q: 3 clusters Score -2676473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2676488.750000 Penalty: 4986.429688
	Iteration 28Q: 3 clusters Score -2676489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2676510.000000 Penalty: 4986.429688
	Iteration 29Q: 3 clusters Score -2676510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2676519.250000 Penalty: 4986.429688
	Iteration 30Q: 3 clusters Score -2676519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2676528.750000 Penalty: 4986.429688
	Iteration 31Q: 3 clusters Score -2676529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2676535.000000 Penalty: 4986.429688
	Iteration 32Q: 3 clusters Score -2676535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2676542.250000 Penalty: 4986.429688
	Iteration 33Q: 3 clusters Score -2676542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2676553.000000 Penalty: 4986.429688
	Iteration 34Q: 3 clusters Score -2676553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2676552.250000 Penalty: 4986.429688
	Iteration 35Q: 3 clusters Score -2676552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2676558.250000 Penalty: 4986.429688
	Iteration 36Q: 3 clusters Score -2676558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2676560.000000 Penalty: 4986.429688
	Iteration 37Q: 3 clusters Score -2676560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2676562.000000 Penalty: 4986.429688
	Iteration 38Q: 3 clusters Score -2676562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2676568.750000 Penalty: 4986.429688
	Iteration 39Q: 3 clusters Score -2676569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2676573.750000 Penalty: 4986.429688
	Iteration 40F: 3 clusters Score -2676574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2676574.250000 Penalty: 4986.429688
	Iteration 41Q: 3 clusters Score -2676574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2676579.750000 Penalty: 4986.429688
	Iteration 42Q: 3 clusters Score -2676580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2676582.250000 Penalty: 4986.429688
	Iteration 43Q: 3 clusters Score -2676582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2676581.500000 Penalty: 4986.429688
	Iteration 44Q: 3 clusters Score -2676582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2676584.000000 Penalty: 4986.429688
	Iteration 45Q: 3 clusters Score -2676584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2676577.500000 Penalty: 4986.429688
	Iteration 46Q: 3 clusters Score -2676578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2676577.500000 Penalty: 4986.429688
	Iteration 47Q: 3 clusters Score -2676578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2676577.500000 Penalty: 4986.429688
	Iteration 48F: 3 clusters Score -2676578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Entering Unmasked Estep 
Score: -3717100.500000 Penalty: 2601.498291
	Iteration 0F: 2 clusters Score -3717100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3692490.250000 Penalty: 5202.996582
	Iteration 0F: 3 clusters Score -3692490 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3701793.750000 Penalty: 5202.996582
	Iteration 1F: 3 clusters Score -3701794 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3702623.750000 Penalty: 5202.996582
	Iteration 2F: 3 clusters Score -3702624 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3703536.000000 Penalty: 5202.996582
	Iteration 3F: 3 clusters Score -3703536 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3704572.000000 Penalty: 5202.996582
	Iteration 4F: 3 clusters Score -3704572 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3705819.000000 Penalty: 5202.996582
	Iteration 5F: 3 clusters Score -3705819 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3707144.750000 Penalty: 5202.996582
	Iteration 6F: 3 clusters Score -3707145 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3708544.750000 Penalty: 5202.996582
	Iteration 7F: 3 clusters Score -3708545 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3710001.000000 Penalty: 5202.996582
	Iteration 8F: 3 clusters Score -3710001 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3711499.250000 Penalty: 5202.996582
	Iteration 9F: 3 clusters Score -3711499 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3712725.250000 Penalty: 5202.996582
	Iteration 10Q: 3 clusters Score -3712725 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3713617.250000 Penalty: 5202.996582
	Iteration 11Q: 3 clusters Score -3713617 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3714203.500000 Penalty: 5202.996582
	Iteration 12Q: 3 clusters Score -3714204 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3714538.000000 Penalty: 5202.996582
	Iteration 13Q: 3 clusters Score -3714538 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3714775.000000 Penalty: 5202.996582
	Iteration 14Q: 3 clusters Score -3714775 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3714876.750000 Penalty: 5202.996582
	Iteration 15Q: 3 clusters Score -3714877 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3714974.250000 Penalty: 5202.996582
	Iteration 16Q: 3 clusters Score -3714974 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3715033.000000 Penalty: 5202.996582
	Iteration 17Q: 3 clusters Score -3715033 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3715084.750000 Penalty: 5202.996582
	Iteration 18Q: 3 clusters Score -3715085 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3715141.000000 Penalty: 5202.996582
	Iteration 19Q: 3 clusters Score -3715141 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3715184.000000 Penalty: 5202.996582
	Iteration 20F: 3 clusters Score -3715184 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3715220.750000 Penalty: 5202.996582
	Iteration 21Q: 3 clusters Score -3715221 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3715282.250000 Penalty: 5202.996582
	Iteration 22Q: 3 clusters Score -3715282 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3715324.500000 Penalty: 5202.996582
	Iteration 23Q: 3 clusters Score -3715324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3715370.000000 Penalty: 5202.996582
	Iteration 24Q: 3 clusters Score -3715370 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3715398.000000 Penalty: 5202.996582
	Iteration 25Q: 3 clusters Score -3715398 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3715440.000000 Penalty: 5202.996582
	Iteration 26Q: 3 clusters Score -3715440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3715469.000000 Penalty: 5202.996582
	Iteration 27Q: 3 clusters Score -3715469 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3715484.000000 Penalty: 5202.996582
	Iteration 28Q: 3 clusters Score -3715484 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3715529.000000 Penalty: 5202.996582
	Iteration 29Q: 3 clusters Score -3715529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3715574.750000 Penalty: 5202.996582
	Iteration 30Q: 3 clusters Score -3715575 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3715634.000000 Penalty: 5202.996582
	Iteration 31Q: 3 clusters Score -3715634 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3715690.750000 Penalty: 5202.996582
	Iteration 32Q: 3 clusters Score -3715691 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3715741.750000 Penalty: 5202.996582
	Iteration 33Q: 3 clusters Score -3715742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3715788.500000 Penalty: 5202.996582
	Iteration 34Q: 3 clusters Score -3715788 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3715833.500000 Penalty: 5202.996582
	Iteration 35Q: 3 clusters Score -3715834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3715920.250000 Penalty: 5202.996582
	Iteration 36Q: 3 clusters Score -3715920 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3715959.750000 Penalty: 5202.996582
	Iteration 37Q: 3 clusters Score -3715960 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3716020.750000 Penalty: 5202.996582
	Iteration 38Q: 3 clusters Score -3716021 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3716056.750000 Penalty: 5202.996582
	Iteration 39Q: 3 clusters Score -3716057 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3716095.000000 Penalty: 5202.996582
	Iteration 40F: 3 clusters Score -3716095 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3716135.000000 Penalty: 5202.996582
	Iteration 41Q: 3 clusters Score -3716135 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3716165.000000 Penalty: 5202.996582
	Iteration 42Q: 3 clusters Score -3716165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3716192.750000 Penalty: 5202.996582
	Iteration 43Q: 3 clusters Score -3716193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3716223.250000 Penalty: 5202.996582
	Iteration 44Q: 3 clusters Score -3716223 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3716240.500000 Penalty: 5202.996582
	Iteration 45Q: 3 clusters Score -3716240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3716274.000000 Penalty: 5202.996582
	Iteration 46Q: 3 clusters Score -3716274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3716296.250000 Penalty: 5202.996582
	Iteration 47Q: 3 clusters Score -3716296 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3716317.500000 Penalty: 5202.996582
	Iteration 48Q: 3 clusters Score -3716318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3716321.500000 Penalty: 5202.996582
	Iteration 49Q: 3 clusters Score -3716322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3716344.500000 Penalty: 5202.996582
	Iteration 50Q: 3 clusters Score -3716344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3716359.750000 Penalty: 5202.996582
	Iteration 51Q: 3 clusters Score -3716360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3716357.000000 Penalty: 5202.996582
	Iteration 52Q: 3 clusters Score -3716357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3716363.000000 Penalty: 5202.996582
	Iteration 53Q: 3 clusters Score -3716363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3716367.500000 Penalty: 5202.996582
	Iteration 54Q: 3 clusters Score -3716368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3716382.500000 Penalty: 5202.996582
	Iteration 55Q: 3 clusters Score -3716382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3716389.000000 Penalty: 5202.996582
	Iteration 56Q: 3 clusters Score -3716389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3716387.500000 Penalty: 5202.996582
	Iteration 57Q: 3 clusters Score -3716388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3716384.750000 Penalty: 5202.996582
	Iteration 58Q: 3 clusters Score -3716385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3716394.250000 Penalty: 5202.996582
	Iteration 59Q: 3 clusters Score -3716394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3716394.000000 Penalty: 5202.996582
	Iteration 60F: 3 clusters Score -3716394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3716405.250000 Penalty: 5202.996582
	Iteration 61Q: 3 clusters Score -3716405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3716408.250000 Penalty: 5202.996582
	Iteration 62Q: 3 clusters Score -3716408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3716402.750000 Penalty: 5202.996582
	Iteration 63Q: 3 clusters Score -3716403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3716410.000000 Penalty: 5202.996582
	Iteration 64Q: 3 clusters Score -3716410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3716402.000000 Penalty: 5202.996582
	Iteration 65Q: 3 clusters Score -3716402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3716402.750000 Penalty: 5202.996582
	Iteration 66Q: 3 clusters Score -3716403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3716405.000000 Penalty: 5202.996582
	Iteration 67Q: 3 clusters Score -3716405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3716407.000000 Penalty: 5202.996582
	Iteration 68Q: 3 clusters Score -3716407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3716411.500000 Penalty: 5202.996582
	Iteration 69Q: 3 clusters Score -3716412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3716412.750000 Penalty: 5202.996582
	Iteration 70Q: 3 clusters Score -3716413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3716413.500000 Penalty: 5202.996582
	Iteration 71Q: 3 clusters Score -3716414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3716409.500000 Penalty: 5202.996582
	Iteration 72Q: 3 clusters Score -3716410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3716406.000000 Penalty: 5202.996582
	Iteration 73Q: 3 clusters Score -3716406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3716414.750000 Penalty: 5202.996582
	Iteration 74Q: 3 clusters Score -3716415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3716408.500000 Penalty: 5202.996582
	Iteration 75Q: 3 clusters Score -3716408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3716410.500000 Penalty: 5202.996582
	Iteration 76Q: 3 clusters Score -3716410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3716414.750000 Penalty: 5202.996582
	Iteration 77Q: 3 clusters Score -3716415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3716415.250000 Penalty: 5202.996582
	Iteration 78Q: 3 clusters Score -3716415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3716417.500000 Penalty: 5202.996582
	Iteration 79Q: 3 clusters Score -3716418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3716418.750000 Penalty: 5202.996582
	Iteration 80F: 3 clusters Score -3716419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3716415.500000 Penalty: 5202.996582
	Iteration 81Q: 3 clusters Score -3716416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3716419.750000 Penalty: 5202.996582
	Iteration 82Q: 3 clusters Score -3716420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3716422.000000 Penalty: 5202.996582
	Iteration 83Q: 3 clusters Score -3716422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3716422.750000 Penalty: 5202.996582
	Iteration 84Q: 3 clusters Score -3716423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3716422.750000 Penalty: 5202.996582
	Iteration 85Q: 3 clusters Score -3716423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3716425.250000 Penalty: 5202.996582
	Iteration 86Q: 3 clusters Score -3716425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3716427.250000 Penalty: 5202.996582
	Iteration 87Q: 3 clusters Score -3716427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3716426.500000 Penalty: 5202.996582
	Iteration 88Q: 3 clusters Score -3716426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3716426.500000 Penalty: 5202.996582
	Iteration 89F: 3 clusters Score -3716426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Entering Unmasked Estep 
Score: -1585403.375000 Penalty: 2370.812744
	Iteration 0F: 2 clusters Score -1585403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1575051.875000 Penalty: 4741.625488
	Iteration 0F: 3 clusters Score -1575052 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1578495.625000 Penalty: 4741.625488
	Iteration 1F: 3 clusters Score -1578496 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1578972.375000 Penalty: 4741.625488
	Iteration 2F: 3 clusters Score -1578972 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1579331.750000 Penalty: 4741.625488
	Iteration 3F: 3 clusters Score -1579332 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1579620.250000 Penalty: 4741.625488
	Iteration 4Q: 3 clusters Score -1579620 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1579886.625000 Penalty: 4741.625488
	Iteration 5Q: 3 clusters Score -1579887 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1580144.125000 Penalty: 4741.625488
	Iteration 6Q: 3 clusters Score -1580144 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1580409.750000 Penalty: 4741.625488
	Iteration 7Q: 3 clusters Score -1580410 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1580696.000000 Penalty: 4741.625488
	Iteration 8Q: 3 clusters Score -1580696 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1580957.000000 Penalty: 4741.625488
	Iteration 9Q: 3 clusters Score -1580957 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1581233.000000 Penalty: 4741.625488
	Iteration 10Q: 3 clusters Score -1581233 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1581486.875000 Penalty: 4741.625488
	Iteration 11Q: 3 clusters Score -1581487 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1581761.250000 Penalty: 4741.625488
	Iteration 12Q: 3 clusters Score -1581761 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1582033.375000 Penalty: 4741.625488
	Iteration 13Q: 3 clusters Score -1582033 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1582299.125000 Penalty: 4741.625488
	Iteration 14Q: 3 clusters Score -1582299 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1582514.250000 Penalty: 4741.625488
	Iteration 15Q: 3 clusters Score -1582514 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1582688.750000 Penalty: 4741.625488
	Iteration 16Q: 3 clusters Score -1582689 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1582820.875000 Penalty: 4741.625488
	Iteration 17Q: 3 clusters Score -1582821 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1582907.125000 Penalty: 4741.625488
	Iteration 18Q: 3 clusters Score -1582907 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1582971.000000 Penalty: 4741.625488
	Iteration 19Q: 3 clusters Score -1582971 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1583010.750000 Penalty: 4741.625488
	Iteration 20F: 3 clusters Score -1583011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1583043.125000 Penalty: 4741.625488
	Iteration 21Q: 3 clusters Score -1583043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1583058.000000 Penalty: 4741.625488
	Iteration 22Q: 3 clusters Score -1583058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1583080.000000 Penalty: 4741.625488
	Iteration 23Q: 3 clusters Score -1583080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1583098.125000 Penalty: 4741.625488
	Iteration 24Q: 3 clusters Score -1583098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1583104.875000 Penalty: 4741.625488
	Iteration 25Q: 3 clusters Score -1583105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1583112.125000 Penalty: 4741.625488
	Iteration 26Q: 3 clusters Score -1583112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1583116.000000 Penalty: 4741.625488
	Iteration 27Q: 3 clusters Score -1583116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1583123.000000 Penalty: 4741.625488
	Iteration 28Q: 3 clusters Score -1583123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1583123.250000 Penalty: 4741.625488
	Iteration 29Q: 3 clusters Score -1583123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1583130.250000 Penalty: 4741.625488
	Iteration 30Q: 3 clusters Score -1583130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1583134.250000 Penalty: 4741.625488
	Iteration 31Q: 3 clusters Score -1583134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1583137.500000 Penalty: 4741.625488
	Iteration 32Q: 3 clusters Score -1583138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1583141.875000 Penalty: 4741.625488
	Iteration 33Q: 3 clusters Score -1583142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1583146.125000 Penalty: 4741.625488
	Iteration 34Q: 3 clusters Score -1583146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1583151.500000 Penalty: 4741.625488
	Iteration 35Q: 3 clusters Score -1583152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1583152.500000 Penalty: 4741.625488
	Iteration 36Q: 3 clusters Score -1583152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1583154.375000 Penalty: 4741.625488
	Iteration 37Q: 3 clusters Score -1583154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1583155.250000 Penalty: 4741.625488
	Iteration 38Q: 3 clusters Score -1583155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1583158.125000 Penalty: 4741.625488
	Iteration 39Q: 3 clusters Score -1583158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1583158.000000 Penalty: 4741.625488
	Iteration 40F: 3 clusters Score -1583158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1583161.000000 Penalty: 4741.625488
	Iteration 41Q: 3 clusters Score -1583161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1583163.000000 Penalty: 4741.625488
	Iteration 42Q: 3 clusters Score -1583163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1583164.125000 Penalty: 4741.625488
	Iteration 43Q: 3 clusters Score -1583164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1583166.000000 Penalty: 4741.625488
	Iteration 44Q: 3 clusters Score -1583166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1583167.875000 Penalty: 4741.625488
	Iteration 45Q: 3 clusters Score -1583168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1583169.250000 Penalty: 4741.625488
	Iteration 46Q: 3 clusters Score -1583169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1583169.250000 Penalty: 4741.625488
	Iteration 47Q: 3 clusters Score -1583169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1583170.125000 Penalty: 4741.625488
	Iteration 48Q: 3 clusters Score -1583170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1583166.750000 Penalty: 4741.625488
	Iteration 49Q: 3 clusters Score -1583167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1583167.750000 Penalty: 4741.625488
	Iteration 50Q: 3 clusters Score -1583168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1583168.500000 Penalty: 4741.625488
	Iteration 51Q: 3 clusters Score -1583168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1583167.250000 Penalty: 4741.625488
	Iteration 52Q: 3 clusters Score -1583167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1583169.875000 Penalty: 4741.625488
	Iteration 53Q: 3 clusters Score -1583170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1583173.500000 Penalty: 4741.625488
	Iteration 54Q: 3 clusters Score -1583174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1583174.000000 Penalty: 4741.625488
	Iteration 55Q: 3 clusters Score -1583174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1583172.375000 Penalty: 4741.625488
	Iteration 56Q: 3 clusters Score -1583172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1583172.500000 Penalty: 4741.625488
	Iteration 57Q: 3 clusters Score -1583172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1583172.875000 Penalty: 4741.625488
	Iteration 58Q: 3 clusters Score -1583173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1583172.375000 Penalty: 4741.625488
	Iteration 59Q: 3 clusters Score -1583172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1583177.125000 Penalty: 4741.625488
	Iteration 60F: 3 clusters Score -1583177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1583178.750000 Penalty: 4741.625488
	Iteration 61Q: 3 clusters Score -1583179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1583179.750000 Penalty: 4741.625488
	Iteration 62Q: 3 clusters Score -1583180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1583179.375000 Penalty: 4741.625488
	Iteration 63Q: 3 clusters Score -1583179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1583183.125000 Penalty: 4741.625488
	Iteration 64Q: 3 clusters Score -1583183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1583181.750000 Penalty: 4741.625488
	Iteration 65Q: 3 clusters Score -1583182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1583181.750000 Penalty: 4741.625488
	Iteration 66F: 3 clusters Score -1583182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -230402.937500 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -230402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -227661.500000 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -227661.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -228163.500000 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -228163.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228287.171875 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -228287.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228359.578125 Penalty: 3799.183105
	Iteration 3Q: 3 clusters Score -228359.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228407.359375 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -228407.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228446.156250 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -228446.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -228473.000000 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -228473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -228497.015625 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -228497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -228518.468750 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -228518.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -228537.843750 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -228537.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -228553.671875 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -228553.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -228568.906250 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -228568.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -228575.718750 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -228575.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -228580.234375 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -228580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228587.125000 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -228587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -228589.750000 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -228589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228592.562500 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -228592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -228594.031250 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -228594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -228597.875000 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -228597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -228600.406250 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -228600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228604.281250 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -228604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -228607.843750 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -228607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228612.093750 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -228612.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228616.515625 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -228616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -228620.125000 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -228620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -228620.312500 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -228620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -228620.312500 Penalty: 3799.183105
	Iteration 26F: 3 clusters Score -228620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -1839456.750000 Penalty: 2402.332031
	Iteration 0F: 2 clusters Score -1839457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1827895.250000 Penalty: 4804.664062
	Iteration 0F: 3 clusters Score -1827895 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1831621.750000 Penalty: 4804.664062
	Iteration 1F: 3 clusters Score -1831622 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1831934.750000 Penalty: 4804.664062
	Iteration 2F: 3 clusters Score -1831935 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1832152.375000 Penalty: 4804.664062
	Iteration 3Q: 3 clusters Score -1832152 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1832344.250000 Penalty: 4804.664062
	Iteration 4Q: 3 clusters Score -1832344 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1832491.500000 Penalty: 4804.664062
	Iteration 5Q: 3 clusters Score -1832492 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1832631.625000 Penalty: 4804.664062
	Iteration 6Q: 3 clusters Score -1832632 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1832758.250000 Penalty: 4804.664062
	Iteration 7Q: 3 clusters Score -1832758 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1832902.875000 Penalty: 4804.664062
	Iteration 8Q: 3 clusters Score -1832903 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1833078.500000 Penalty: 4804.664062
	Iteration 9Q: 3 clusters Score -1833078 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1833249.875000 Penalty: 4804.664062
	Iteration 10Q: 3 clusters Score -1833250 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1833440.000000 Penalty: 4804.664062
	Iteration 11Q: 3 clusters Score -1833440 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1833655.250000 Penalty: 4804.664062
	Iteration 12Q: 3 clusters Score -1833655 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1833881.000000 Penalty: 4804.664062
	Iteration 13Q: 3 clusters Score -1833881 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1834125.750000 Penalty: 4804.664062
	Iteration 14Q: 3 clusters Score -1834126 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1834416.125000 Penalty: 4804.664062
	Iteration 15Q: 3 clusters Score -1834416 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1834735.625000 Penalty: 4804.664062
	Iteration 16Q: 3 clusters Score -1834736 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1835011.750000 Penalty: 4804.664062
	Iteration 17Q: 3 clusters Score -1835012 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1835271.000000 Penalty: 4804.664062
	Iteration 18Q: 3 clusters Score -1835271 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1835505.250000 Penalty: 4804.664062
	Iteration 19Q: 3 clusters Score -1835505 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1835693.625000 Penalty: 4804.664062
	Iteration 20F: 3 clusters Score -1835694 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1835880.250000 Penalty: 4804.664062
	Iteration 21Q: 3 clusters Score -1835880 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1836031.125000 Penalty: 4804.664062
	Iteration 22Q: 3 clusters Score -1836031 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1836167.500000 Penalty: 4804.664062
	Iteration 23Q: 3 clusters Score -1836168 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1836291.375000 Penalty: 4804.664062
	Iteration 24Q: 3 clusters Score -1836291 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1836398.750000 Penalty: 4804.664062
	Iteration 25Q: 3 clusters Score -1836399 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1836476.625000 Penalty: 4804.664062
	Iteration 26Q: 3 clusters Score -1836477 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1836557.875000 Penalty: 4804.664062
	Iteration 27Q: 3 clusters Score -1836558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1836626.500000 Penalty: 4804.664062
	Iteration 28Q: 3 clusters Score -1836626 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1836677.250000 Penalty: 4804.664062
	Iteration 29Q: 3 clusters Score -1836677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1836725.375000 Penalty: 4804.664062
	Iteration 30Q: 3 clusters Score -1836725 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1836774.875000 Penalty: 4804.664062
	Iteration 31Q: 3 clusters Score -1836775 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1836819.875000 Penalty: 4804.664062
	Iteration 32Q: 3 clusters Score -1836820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1836849.625000 Penalty: 4804.664062
	Iteration 33Q: 3 clusters Score -1836850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1836881.500000 Penalty: 4804.664062
	Iteration 34Q: 3 clusters Score -1836882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1836924.500000 Penalty: 4804.664062
	Iteration 35Q: 3 clusters Score -1836924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1836962.750000 Penalty: 4804.664062
	Iteration 36Q: 3 clusters Score -1836963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1836998.125000 Penalty: 4804.664062
	Iteration 37Q: 3 clusters Score -1836998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1837041.000000 Penalty: 4804.664062
	Iteration 38Q: 3 clusters Score -1837041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1837082.250000 Penalty: 4804.664062
	Iteration 39Q: 3 clusters Score -1837082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1837112.375000 Penalty: 4804.664062
	Iteration 40F: 3 clusters Score -1837112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1837139.875000 Penalty: 4804.664062
	Iteration 41Q: 3 clusters Score -1837140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1837165.625000 Penalty: 4804.664062
	Iteration 42Q: 3 clusters Score -1837166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1837195.000000 Penalty: 4804.664062
	Iteration 43Q: 3 clusters Score -1837195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1837221.875000 Penalty: 4804.664062
	Iteration 44Q: 3 clusters Score -1837222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1837248.875000 Penalty: 4804.664062
	Iteration 45Q: 3 clusters Score -1837249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1837261.375000 Penalty: 4804.664062
	Iteration 46Q: 3 clusters Score -1837261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1837279.875000 Penalty: 4804.664062
	Iteration 47Q: 3 clusters Score -1837280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1837301.250000 Penalty: 4804.664062
	Iteration 48Q: 3 clusters Score -1837301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1837319.625000 Penalty: 4804.664062
	Iteration 49Q: 3 clusters Score -1837320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1837336.375000 Penalty: 4804.664062
	Iteration 50Q: 3 clusters Score -1837336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1837351.625000 Penalty: 4804.664062
	Iteration 51Q: 3 clusters Score -1837352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1837372.875000 Penalty: 4804.664062
	Iteration 52Q: 3 clusters Score -1837373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1837390.875000 Penalty: 4804.664062
	Iteration 53Q: 3 clusters Score -1837391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1837404.750000 Penalty: 4804.664062
	Iteration 54Q: 3 clusters Score -1837405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1837414.125000 Penalty: 4804.664062
	Iteration 55Q: 3 clusters Score -1837414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1837426.500000 Penalty: 4804.664062
	Iteration 56Q: 3 clusters Score -1837426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1837434.000000 Penalty: 4804.664062
	Iteration 57Q: 3 clusters Score -1837434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1837436.250000 Penalty: 4804.664062
	Iteration 58Q: 3 clusters Score -1837436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1837450.000000 Penalty: 4804.664062
	Iteration 59Q: 3 clusters Score -1837450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1837454.000000 Penalty: 4804.664062
	Iteration 60F: 3 clusters Score -1837454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1837457.625000 Penalty: 4804.664062
	Iteration 61Q: 3 clusters Score -1837458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1837459.750000 Penalty: 4804.664062
	Iteration 62Q: 3 clusters Score -1837460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1837466.750000 Penalty: 4804.664062
	Iteration 63Q: 3 clusters Score -1837467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1837469.000000 Penalty: 4804.664062
	Iteration 64Q: 3 clusters Score -1837469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1837470.875000 Penalty: 4804.664062
	Iteration 65Q: 3 clusters Score -1837471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1837469.625000 Penalty: 4804.664062
	Iteration 66Q: 3 clusters Score -1837470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1837472.625000 Penalty: 4804.664062
	Iteration 67Q: 3 clusters Score -1837473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1837477.250000 Penalty: 4804.664062
	Iteration 68Q: 3 clusters Score -1837477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1837486.625000 Penalty: 4804.664062
	Iteration 69Q: 3 clusters Score -1837487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1837489.875000 Penalty: 4804.664062
	Iteration 70Q: 3 clusters Score -1837490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1837495.000000 Penalty: 4804.664062
	Iteration 71Q: 3 clusters Score -1837495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1837496.875000 Penalty: 4804.664062
	Iteration 72Q: 3 clusters Score -1837497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1837496.375000 Penalty: 4804.664062
	Iteration 73Q: 3 clusters Score -1837496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1837496.750000 Penalty: 4804.664062
	Iteration 74Q: 3 clusters Score -1837497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1837497.750000 Penalty: 4804.664062
	Iteration 75Q: 3 clusters Score -1837498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1837499.500000 Penalty: 4804.664062
	Iteration 76Q: 3 clusters Score -1837500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1837500.125000 Penalty: 4804.664062
	Iteration 77Q: 3 clusters Score -1837500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1837500.125000 Penalty: 4804.664062
	Iteration 78F: 3 clusters Score -1837500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -317738.093750 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -317738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -314581.625000 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -314581.6 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -315187.156250 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -315187.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -315315.281250 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -315315.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -315381.250000 Penalty: 3939.587891
	Iteration 3Q: 3 clusters Score -315381.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -315423.406250 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -315423.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -315453.000000 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -315453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -315478.343750 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -315478.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -315493.656250 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -315493.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -315507.468750 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -315507.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -315516.375000 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -315516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -315527.062500 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -315527.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -315530.843750 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -315530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315538.156250 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -315538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -315544.250000 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -315544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315551.625000 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -315551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315556.625000 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -315556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -315561.781250 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -315561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -315564.625000 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -315564.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -315568.593750 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -315568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -315575.500000 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -315575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -315579.375000 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -315579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -315581.250000 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -315581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -315583.781250 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -315583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -315584.875000 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -315584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315586.031250 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -315586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -315587.062500 Penalty: 3939.587891
	Iteration 25Q: 3 clusters Score -315587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315587.312500 Penalty: 3939.587891
	Iteration 26Q: 3 clusters Score -315587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -315587.968750 Penalty: 3939.587891
	Iteration 27Q: 3 clusters Score -315588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -315588.343750 Penalty: 3939.587891
	Iteration 28Q: 3 clusters Score -315588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315589.968750 Penalty: 3939.587891
	Iteration 29Q: 3 clusters Score -315590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315591.531250 Penalty: 3939.587891
	Iteration 30Q: 3 clusters Score -315591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315592.750000 Penalty: 3939.587891
	Iteration 31Q: 3 clusters Score -315592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315592.750000 Penalty: 3939.587891
	Iteration 32F: 3 clusters Score -315592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Entering Unmasked Estep 
Score: -12551394.000000 Penalty: 2881.102539
	Iteration 0F: 2 clusters Score -1.255139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -12477114.000000 Penalty: 5762.205078
	Iteration 0F: 3 clusters Score -1.247711e+07 nChanged 52724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -12507203.000000 Penalty: 5762.205078
	Iteration 1F: 3 clusters Score -1.25072e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -12507802.000000 Penalty: 5762.205078
	Iteration 2Q: 3 clusters Score -1.25078e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -12508292.000000 Penalty: 5762.205078
	Iteration 3Q: 3 clusters Score -1.250829e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -12508822.000000 Penalty: 5762.205078
	Iteration 4Q: 3 clusters Score -1.250882e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -12509634.000000 Penalty: 5762.205078
	Iteration 5Q: 3 clusters Score -1.250963e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -12510650.000000 Penalty: 5762.205078
	Iteration 6Q: 3 clusters Score -1.251065e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -12512244.000000 Penalty: 5762.205078
	Iteration 7Q: 3 clusters Score -1.251224e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -12514519.000000 Penalty: 5762.205078
	Iteration 8Q: 3 clusters Score -1.251452e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -12517751.000000 Penalty: 5762.205078
	Iteration 9Q: 3 clusters Score -1.251775e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -12522138.000000 Penalty: 5762.205078
	Iteration 10F: 3 clusters Score -1.252214e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -12527479.000000 Penalty: 5762.205078
	Iteration 11F: 3 clusters Score -1.252748e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 89955 members 
Entering Unmasked Estep 
Score: -12533321.000000 Penalty: 5762.205078
	Iteration 12F: 3 clusters Score -1.253332e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -12538645.000000 Penalty: 5762.205078
	Iteration 13F: 3 clusters Score -1.253864e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -12542710.000000 Penalty: 5762.205078
	Iteration 14Q: 3 clusters Score -1.254271e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -12545238.000000 Penalty: 5762.205078
	Iteration 15Q: 3 clusters Score -1.254524e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -12546829.000000 Penalty: 5762.205078
	Iteration 16Q: 3 clusters Score -1.254683e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -12547702.000000 Penalty: 5762.205078
	Iteration 17Q: 3 clusters Score -1.25477e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -12548141.000000 Penalty: 5762.205078
	Iteration 18Q: 3 clusters Score -1.254814e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 109894 members 
Entering Unmasked Estep 
Score: -12548401.000000 Penalty: 5762.205078
	Iteration 19Q: 3 clusters Score -1.25484e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -12548554.000000 Penalty: 5762.205078
	Iteration 20F: 3 clusters Score -1.254855e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -12548665.000000 Penalty: 5762.205078
	Iteration 21Q: 3 clusters Score -1.254866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 110289 members 
Entering Unmasked Estep 
Score: -12548711.000000 Penalty: 5762.205078
	Iteration 22Q: 3 clusters Score -1.254871e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -12548782.000000 Penalty: 5762.205078
	Iteration 23Q: 3 clusters Score -1.254878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 110388 members 
Entering Unmasked Estep 
Score: -12548815.000000 Penalty: 5762.205078
	Iteration 24Q: 3 clusters Score -1.254882e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 110413 members 
Entering Unmasked Estep 
Score: -12548831.000000 Penalty: 5762.205078
	Iteration 25Q: 3 clusters Score -1.254883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -12548863.000000 Penalty: 5762.205078
	Iteration 26Q: 3 clusters Score -1.254886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -12548879.000000 Penalty: 5762.205078
	Iteration 27Q: 3 clusters Score -1.254888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -12548923.000000 Penalty: 5762.205078
	Iteration 28Q: 3 clusters Score -1.254892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -12548933.000000 Penalty: 5762.205078
	Iteration 29Q: 3 clusters Score -1.254893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -12548940.000000 Penalty: 5762.205078
	Iteration 30Q: 3 clusters Score -1.254894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -12548943.000000 Penalty: 5762.205078
	Iteration 31Q: 3 clusters Score -1.254894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -12548953.000000 Penalty: 5762.205078
	Iteration 32Q: 3 clusters Score -1.254895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
Score: -12548953.000000 Penalty: 5762.205078
	Iteration 33Q: 3 clusters Score -1.254895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -12548954.000000 Penalty: 5762.205078
	Iteration 34Q: 3 clusters Score -1.254895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -12548956.000000 Penalty: 5762.205078
	Iteration 35Q: 3 clusters Score -1.254896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -12548961.000000 Penalty: 5762.205078
	Iteration 36Q: 3 clusters Score -1.254896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -12548960.000000 Penalty: 5762.205078
	Iteration 37Q: 3 clusters Score -1.254896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -12548960.000000 Penalty: 5762.205078
	Iteration 38F: 3 clusters Score -1.254896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -61797.691406 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -61797.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60161.667969 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -60161.67 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60464.714844 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -60464.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60599.996094 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -60600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60695.488281 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -60695.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60789.144531 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -60789.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60871.562500 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -60871.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60923.875000 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -60923.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60993.933594 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -60993.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61039.761719 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -61039.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61066.097656 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -61066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61090.582031 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -61090.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61100.375000 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -61100.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61102.050781 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -61102.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61109.507812 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -61109.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61117.253906 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -61117.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61125.710938 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -61125.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61137.050781 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -61137.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61142.359375 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -61142.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61147.898438 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -61147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61147.898438 Penalty: 3223.894287
	Iteration 19F: 3 clusters Score -61147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Entering Unmasked Estep 
Score: -951196.125000 Penalty: 2247.077393
	Iteration 0F: 2 clusters Score -951196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -944305.000000 Penalty: 4494.154785
	Iteration 0F: 3 clusters Score -944305 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -946234.750000 Penalty: 4494.154785
	Iteration 1F: 3 clusters Score -946234.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -946548.125000 Penalty: 4494.154785
	Iteration 2F: 3 clusters Score -946548.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -946786.375000 Penalty: 4494.154785
	Iteration 3F: 3 clusters Score -946786.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -946968.625000 Penalty: 4494.154785
	Iteration 4Q: 3 clusters Score -946968.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -947160.375000 Penalty: 4494.154785
	Iteration 5Q: 3 clusters Score -947160.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -947315.062500 Penalty: 4494.154785
	Iteration 6Q: 3 clusters Score -947315.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -947454.125000 Penalty: 4494.154785
	Iteration 7Q: 3 clusters Score -947454.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -947590.375000 Penalty: 4494.154785
	Iteration 8Q: 3 clusters Score -947590.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -947742.000000 Penalty: 4494.154785
	Iteration 9Q: 3 clusters Score -947742 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -947916.062500 Penalty: 4494.154785
	Iteration 10Q: 3 clusters Score -947916.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -948106.937500 Penalty: 4494.154785
	Iteration 11Q: 3 clusters Score -948106.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -948319.437500 Penalty: 4494.154785
	Iteration 12Q: 3 clusters Score -948319.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -948554.187500 Penalty: 4494.154785
	Iteration 13Q: 3 clusters Score -948554.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -948755.312500 Penalty: 4494.154785
	Iteration 14Q: 3 clusters Score -948755.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -948932.562500 Penalty: 4494.154785
	Iteration 15Q: 3 clusters Score -948932.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -949078.187500 Penalty: 4494.154785
	Iteration 16Q: 3 clusters Score -949078.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -949179.750000 Penalty: 4494.154785
	Iteration 17Q: 3 clusters Score -949179.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -949253.812500 Penalty: 4494.154785
	Iteration 18Q: 3 clusters Score -949253.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -949317.687500 Penalty: 4494.154785
	Iteration 19Q: 3 clusters Score -949317.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -949386.062500 Penalty: 4494.154785
	Iteration 20F: 3 clusters Score -949386.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -949437.875000 Penalty: 4494.154785
	Iteration 21Q: 3 clusters Score -949437.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -949489.062500 Penalty: 4494.154785
	Iteration 22Q: 3 clusters Score -949489.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -949541.625000 Penalty: 4494.154785
	Iteration 23Q: 3 clusters Score -949541.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -949589.687500 Penalty: 4494.154785
	Iteration 24Q: 3 clusters Score -949589.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -949643.625000 Penalty: 4494.154785
	Iteration 25Q: 3 clusters Score -949643.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -949686.375000 Penalty: 4494.154785
	Iteration 26Q: 3 clusters Score -949686.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -949723.250000 Penalty: 4494.154785
	Iteration 27Q: 3 clusters Score -949723.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -949759.000000 Penalty: 4494.154785
	Iteration 28Q: 3 clusters Score -949759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -949802.500000 Penalty: 4494.154785
	Iteration 29Q: 3 clusters Score -949802.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -949839.125000 Penalty: 4494.154785
	Iteration 30Q: 3 clusters Score -949839.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -949867.750000 Penalty: 4494.154785
	Iteration 31Q: 3 clusters Score -949867.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -949896.625000 Penalty: 4494.154785
	Iteration 32Q: 3 clusters Score -949896.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -949922.125000 Penalty: 4494.154785
	Iteration 33Q: 3 clusters Score -949922.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -949951.187500 Penalty: 4494.154785
	Iteration 34Q: 3 clusters Score -949951.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -949972.500000 Penalty: 4494.154785
	Iteration 35Q: 3 clusters Score -949972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -949989.062500 Penalty: 4494.154785
	Iteration 36Q: 3 clusters Score -949989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -949999.000000 Penalty: 4494.154785
	Iteration 37Q: 3 clusters Score -949999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -950008.000000 Penalty: 4494.154785
	Iteration 38Q: 3 clusters Score -950008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -950014.125000 Penalty: 4494.154785
	Iteration 39Q: 3 clusters Score -950014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -950017.937500 Penalty: 4494.154785
	Iteration 40F: 3 clusters Score -950017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -950022.562500 Penalty: 4494.154785
	Iteration 41Q: 3 clusters Score -950022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -950024.875000 Penalty: 4494.154785
	Iteration 42Q: 3 clusters Score -950024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -950024.500000 Penalty: 4494.154785
	Iteration 43Q: 3 clusters Score -950024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -950025.500000 Penalty: 4494.154785
	Iteration 44Q: 3 clusters Score -950025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -950025.812500 Penalty: 4494.154785
	Iteration 45Q: 3 clusters Score -950025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -950029.000000 Penalty: 4494.154785
	Iteration 46Q: 3 clusters Score -950029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -950032.812500 Penalty: 4494.154785
	Iteration 47Q: 3 clusters Score -950032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -950037.375000 Penalty: 4494.154785
	Iteration 48Q: 3 clusters Score -950037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -950039.687500 Penalty: 4494.154785
	Iteration 49Q: 3 clusters Score -950039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -950039.687500 Penalty: 4494.154785
	Iteration 50F: 3 clusters Score -950039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -129580.687500 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -129580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127507.242188 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -127507.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127832.265625 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -127832.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127937.140625 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -127937.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127989.843750 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -127989.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128013.531250 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -128013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128028.242188 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -128028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128040.257812 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -128040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128049.289062 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -128049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128051.117188 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -128051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128054.164062 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -128054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128056.570312 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -128056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128056.570312 Penalty: 3503.696289
	Iteration 11F: 3 clusters Score -128056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -917674.687500 Penalty: 2225.673828
	Iteration 0F: 2 clusters Score -917674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -911357.625000 Penalty: 4451.347656
	Iteration 0F: 3 clusters Score -911357.6 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -913044.312500 Penalty: 4451.347656
	Iteration 1F: 3 clusters Score -913044.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -913287.375000 Penalty: 4451.347656
	Iteration 2F: 3 clusters Score -913287.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -913458.812500 Penalty: 4451.347656
	Iteration 3Q: 3 clusters Score -913458.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -913579.500000 Penalty: 4451.347656
	Iteration 4Q: 3 clusters Score -913579.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -913667.312500 Penalty: 4451.347656
	Iteration 5Q: 3 clusters Score -913667.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -913745.500000 Penalty: 4451.347656
	Iteration 6Q: 3 clusters Score -913745.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -913808.687500 Penalty: 4451.347656
	Iteration 7Q: 3 clusters Score -913808.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -913854.375000 Penalty: 4451.347656
	Iteration 8Q: 3 clusters Score -913854.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -913893.562500 Penalty: 4451.347656
	Iteration 9Q: 3 clusters Score -913893.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -913937.000000 Penalty: 4451.347656
	Iteration 10Q: 3 clusters Score -913937 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -913981.750000 Penalty: 4451.347656
	Iteration 11Q: 3 clusters Score -913981.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -914037.875000 Penalty: 4451.347656
	Iteration 12Q: 3 clusters Score -914037.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -914104.750000 Penalty: 4451.347656
	Iteration 13Q: 3 clusters Score -914104.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -914183.937500 Penalty: 4451.347656
	Iteration 14Q: 3 clusters Score -914183.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -914276.062500 Penalty: 4451.347656
	Iteration 15Q: 3 clusters Score -914276.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -914373.937500 Penalty: 4451.347656
	Iteration 16Q: 3 clusters Score -914373.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -914489.687500 Penalty: 4451.347656
	Iteration 17Q: 3 clusters Score -914489.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -914611.000000 Penalty: 4451.347656
	Iteration 18Q: 3 clusters Score -914611 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -914737.500000 Penalty: 4451.347656
	Iteration 19Q: 3 clusters Score -914737.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -914875.750000 Penalty: 4451.347656
	Iteration 20F: 3 clusters Score -914875.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -915027.062500 Penalty: 4451.347656
	Iteration 21Q: 3 clusters Score -915027.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -915155.500000 Penalty: 4451.347656
	Iteration 22Q: 3 clusters Score -915155.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -915255.187500 Penalty: 4451.347656
	Iteration 23Q: 3 clusters Score -915255.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -915339.750000 Penalty: 4451.347656
	Iteration 24Q: 3 clusters Score -915339.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -915423.250000 Penalty: 4451.347656
	Iteration 25Q: 3 clusters Score -915423.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -915492.687500 Penalty: 4451.347656
	Iteration 26Q: 3 clusters Score -915492.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -915541.812500 Penalty: 4451.347656
	Iteration 27Q: 3 clusters Score -915541.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -915577.687500 Penalty: 4451.347656
	Iteration 28Q: 3 clusters Score -915577.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -915613.250000 Penalty: 4451.347656
	Iteration 29Q: 3 clusters Score -915613.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -915633.625000 Penalty: 4451.347656
	Iteration 30Q: 3 clusters Score -915633.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -915652.562500 Penalty: 4451.347656
	Iteration 31Q: 3 clusters Score -915652.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -915672.625000 Penalty: 4451.347656
	Iteration 32Q: 3 clusters Score -915672.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -915682.750000 Penalty: 4451.347656
	Iteration 33Q: 3 clusters Score -915682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -915694.750000 Penalty: 4451.347656
	Iteration 34Q: 3 clusters Score -915694.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -915719.312500 Penalty: 4451.347656
	Iteration 35Q: 3 clusters Score -915719.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -915736.750000 Penalty: 4451.347656
	Iteration 36Q: 3 clusters Score -915736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -915746.437500 Penalty: 4451.347656
	Iteration 37Q: 3 clusters Score -915746.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -915754.687500 Penalty: 4451.347656
	Iteration 38Q: 3 clusters Score -915754.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -915765.812500 Penalty: 4451.347656
	Iteration 39Q: 3 clusters Score -915765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -915767.875000 Penalty: 4451.347656
	Iteration 40F: 3 clusters Score -915767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -915774.062500 Penalty: 4451.347656
	Iteration 41Q: 3 clusters Score -915774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -915778.375000 Penalty: 4451.347656
	Iteration 42Q: 3 clusters Score -915778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -915782.000000 Penalty: 4451.347656
	Iteration 43Q: 3 clusters Score -915782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -915789.375000 Penalty: 4451.347656
	Iteration 44Q: 3 clusters Score -915789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -915792.812500 Penalty: 4451.347656
	Iteration 45Q: 3 clusters Score -915792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -915797.187500 Penalty: 4451.347656
	Iteration 46Q: 3 clusters Score -915797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -915799.750000 Penalty: 4451.347656
	Iteration 47Q: 3 clusters Score -915799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -915802.312500 Penalty: 4451.347656
	Iteration 48Q: 3 clusters Score -915802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -915805.125000 Penalty: 4451.347656
	Iteration 49Q: 3 clusters Score -915805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -915805.562500 Penalty: 4451.347656
	Iteration 50Q: 3 clusters Score -915805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -915805.562500 Penalty: 4451.347656
	Iteration 51F: 3 clusters Score -915805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50754.136719 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50754.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49240.210938 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49240.21 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49374.320312 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49374.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49431.722656 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -49431.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49450.457031 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49450.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49456.695312 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49456.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49456.695312 Penalty: 3082.445557
	Iteration 5F: 3 clusters Score -49456.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32925.535156 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32925.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31602.835938 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31602.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31786.507812 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31786.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31845.568359 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31845.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31869.550781 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31869.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31879.062500 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31879.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31883.611328 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31883.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31890.111328 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31890.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31895.986328 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31895.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31895.986328 Penalty: 2895.514160
	Iteration 8F: 3 clusters Score -31895.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Entering Unmasked Estep 
Score: -1741016.500000 Penalty: 2387.971924
	Iteration 0F: 2 clusters Score -1741016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1730059.875000 Penalty: 4775.943848
	Iteration 0F: 3 clusters Score -1730060 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1733465.125000 Penalty: 4775.943848
	Iteration 1F: 3 clusters Score -1733465 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1733883.875000 Penalty: 4775.943848
	Iteration 2F: 3 clusters Score -1733884 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1734295.500000 Penalty: 4775.943848
	Iteration 3F: 3 clusters Score -1734296 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1734743.000000 Penalty: 4775.943848
	Iteration 4F: 3 clusters Score -1734743 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1735208.000000 Penalty: 4775.943848
	Iteration 5F: 3 clusters Score -1735208 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1735627.375000 Penalty: 4775.943848
	Iteration 6F: 3 clusters Score -1735627 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1736027.625000 Penalty: 4775.943848
	Iteration 7Q: 3 clusters Score -1736028 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1736372.125000 Penalty: 4775.943848
	Iteration 8Q: 3 clusters Score -1736372 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1736654.750000 Penalty: 4775.943848
	Iteration 9Q: 3 clusters Score -1736655 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1736871.875000 Penalty: 4775.943848
	Iteration 10Q: 3 clusters Score -1736872 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1737038.250000 Penalty: 4775.943848
	Iteration 11Q: 3 clusters Score -1737038 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1737174.500000 Penalty: 4775.943848
	Iteration 12Q: 3 clusters Score -1737174 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1737311.125000 Penalty: 4775.943848
	Iteration 13Q: 3 clusters Score -1737311 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1737440.750000 Penalty: 4775.943848
	Iteration 14Q: 3 clusters Score -1737441 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1737529.250000 Penalty: 4775.943848
	Iteration 15Q: 3 clusters Score -1737529 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1737632.750000 Penalty: 4775.943848
	Iteration 16Q: 3 clusters Score -1737633 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1737737.625000 Penalty: 4775.943848
	Iteration 17Q: 3 clusters Score -1737738 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1737858.625000 Penalty: 4775.943848
	Iteration 18Q: 3 clusters Score -1737859 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1738000.250000 Penalty: 4775.943848
	Iteration 19Q: 3 clusters Score -1738000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1738146.750000 Penalty: 4775.943848
	Iteration 20F: 3 clusters Score -1738147 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1738299.125000 Penalty: 4775.943848
	Iteration 21Q: 3 clusters Score -1738299 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1738457.500000 Penalty: 4775.943848
	Iteration 22Q: 3 clusters Score -1738458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1738581.625000 Penalty: 4775.943848
	Iteration 23Q: 3 clusters Score -1738582 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1738679.000000 Penalty: 4775.943848
	Iteration 24Q: 3 clusters Score -1738679 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1738759.875000 Penalty: 4775.943848
	Iteration 25Q: 3 clusters Score -1738760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1738837.125000 Penalty: 4775.943848
	Iteration 26Q: 3 clusters Score -1738837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1738890.500000 Penalty: 4775.943848
	Iteration 27Q: 3 clusters Score -1738890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1738927.875000 Penalty: 4775.943848
	Iteration 28Q: 3 clusters Score -1738928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1738962.875000 Penalty: 4775.943848
	Iteration 29Q: 3 clusters Score -1738963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1738987.375000 Penalty: 4775.943848
	Iteration 30Q: 3 clusters Score -1738987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1739012.125000 Penalty: 4775.943848
	Iteration 31Q: 3 clusters Score -1739012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1739038.375000 Penalty: 4775.943848
	Iteration 32Q: 3 clusters Score -1739038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1739053.500000 Penalty: 4775.943848
	Iteration 33Q: 3 clusters Score -1739054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1739062.625000 Penalty: 4775.943848
	Iteration 34Q: 3 clusters Score -1739063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1739069.375000 Penalty: 4775.943848
	Iteration 35Q: 3 clusters Score -1739069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1739077.875000 Penalty: 4775.943848
	Iteration 36Q: 3 clusters Score -1739078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1739085.375000 Penalty: 4775.943848
	Iteration 37Q: 3 clusters Score -1739085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1739095.125000 Penalty: 4775.943848
	Iteration 38Q: 3 clusters Score -1739095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1739102.250000 Penalty: 4775.943848
	Iteration 39Q: 3 clusters Score -1739102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1739099.750000 Penalty: 4775.943848
	Iteration 40F: 3 clusters Score -1739100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1739104.875000 Penalty: 4775.943848
	Iteration 41Q: 3 clusters Score -1739105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1739107.125000 Penalty: 4775.943848
	Iteration 42Q: 3 clusters Score -1739107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1739109.125000 Penalty: 4775.943848
	Iteration 43Q: 3 clusters Score -1739109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1739114.375000 Penalty: 4775.943848
	Iteration 44Q: 3 clusters Score -1739114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1739115.125000 Penalty: 4775.943848
	Iteration 45Q: 3 clusters Score -1739115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1739121.625000 Penalty: 4775.943848
	Iteration 46Q: 3 clusters Score -1739122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1739126.250000 Penalty: 4775.943848
	Iteration 47Q: 3 clusters Score -1739126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1739129.250000 Penalty: 4775.943848
	Iteration 48Q: 3 clusters Score -1739129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1739130.625000 Penalty: 4775.943848
	Iteration 49Q: 3 clusters Score -1739131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1739131.125000 Penalty: 4775.943848
	Iteration 50Q: 3 clusters Score -1739131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1739130.625000 Penalty: 4775.943848
	Iteration 51Q: 3 clusters Score -1739131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1739131.375000 Penalty: 4775.943848
	Iteration 52Q: 3 clusters Score -1739131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1739131.375000 Penalty: 4775.943848
	Iteration 53F: 3 clusters Score -1739131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -745314.187500 Penalty: 2186.211670
	Iteration 0F: 2 clusters Score -745314.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -739709.125000 Penalty: 4372.423340
	Iteration 0F: 3 clusters Score -739709.1 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -741139.125000 Penalty: 4372.423340
	Iteration 1F: 3 clusters Score -741139.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -741381.937500 Penalty: 4372.423340
	Iteration 2F: 3 clusters Score -741381.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -741543.937500 Penalty: 4372.423340
	Iteration 3Q: 3 clusters Score -741543.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -741690.687500 Penalty: 4372.423340
	Iteration 4Q: 3 clusters Score -741690.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -741855.750000 Penalty: 4372.423340
	Iteration 5Q: 3 clusters Score -741855.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -742022.625000 Penalty: 4372.423340
	Iteration 6Q: 3 clusters Score -742022.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -742218.500000 Penalty: 4372.423340
	Iteration 7Q: 3 clusters Score -742218.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -742454.812500 Penalty: 4372.423340
	Iteration 8Q: 3 clusters Score -742454.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -742696.875000 Penalty: 4372.423340
	Iteration 9Q: 3 clusters Score -742696.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -742934.125000 Penalty: 4372.423340
	Iteration 10Q: 3 clusters Score -742934.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -743169.437500 Penalty: 4372.423340
	Iteration 11Q: 3 clusters Score -743169.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -743420.625000 Penalty: 4372.423340
	Iteration 12Q: 3 clusters Score -743420.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -743672.062500 Penalty: 4372.423340
	Iteration 13Q: 3 clusters Score -743672.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -743905.312500 Penalty: 4372.423340
	Iteration 14Q: 3 clusters Score -743905.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -744092.125000 Penalty: 4372.423340
	Iteration 15Q: 3 clusters Score -744092.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -744195.687500 Penalty: 4372.423340
	Iteration 16Q: 3 clusters Score -744195.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -744242.687500 Penalty: 4372.423340
	Iteration 17Q: 3 clusters Score -744242.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -744277.250000 Penalty: 4372.423340
	Iteration 18Q: 3 clusters Score -744277.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -744306.000000 Penalty: 4372.423340
	Iteration 19Q: 3 clusters Score -744306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -744318.000000 Penalty: 4372.423340
	Iteration 20F: 3 clusters Score -744318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -744325.125000 Penalty: 4372.423340
	Iteration 21Q: 3 clusters Score -744325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -744330.125000 Penalty: 4372.423340
	Iteration 22Q: 3 clusters Score -744330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -744333.375000 Penalty: 4372.423340
	Iteration 23Q: 3 clusters Score -744333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -744333.500000 Penalty: 4372.423340
	Iteration 24Q: 3 clusters Score -744333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -744336.062500 Penalty: 4372.423340
	Iteration 25Q: 3 clusters Score -744336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -744338.500000 Penalty: 4372.423340
	Iteration 26Q: 3 clusters Score -744338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -744338.312500 Penalty: 4372.423340
	Iteration 27Q: 3 clusters Score -744338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -744338.125000 Penalty: 4372.423340
	Iteration 28Q: 3 clusters Score -744338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -744341.875000 Penalty: 4372.423340
	Iteration 29Q: 3 clusters Score -744341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -744341.812500 Penalty: 4372.423340
	Iteration 30Q: 3 clusters Score -744341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -744341.812500 Penalty: 4372.423340
	Iteration 31F: 3 clusters Score -744341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -2300776.000000 Penalty: 2455.120605
	Iteration 0F: 2 clusters Score -2300776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2286823.000000 Penalty: 4910.241211
	Iteration 0F: 3 clusters Score -2286823 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2291363.500000 Penalty: 4910.241211
	Iteration 1F: 3 clusters Score -2291364 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2291728.000000 Penalty: 4910.241211
	Iteration 2F: 3 clusters Score -2291728 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2292093.000000 Penalty: 4910.241211
	Iteration 3Q: 3 clusters Score -2292093 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2292469.750000 Penalty: 4910.241211
	Iteration 4Q: 3 clusters Score -2292470 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2292973.000000 Penalty: 4910.241211
	Iteration 5Q: 3 clusters Score -2292973 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2293609.500000 Penalty: 4910.241211
	Iteration 6F: 3 clusters Score -2293610 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2294409.250000 Penalty: 4910.241211
	Iteration 7F: 3 clusters Score -2294409 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2295357.000000 Penalty: 4910.241211
	Iteration 8F: 3 clusters Score -2295357 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2296347.500000 Penalty: 4910.241211
	Iteration 9F: 3 clusters Score -2296348 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2297220.750000 Penalty: 4910.241211
	Iteration 10Q: 3 clusters Score -2297221 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2297807.250000 Penalty: 4910.241211
	Iteration 11Q: 3 clusters Score -2297807 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2298179.500000 Penalty: 4910.241211
	Iteration 12Q: 3 clusters Score -2298180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2298375.000000 Penalty: 4910.241211
	Iteration 13Q: 3 clusters Score -2298375 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2298497.250000 Penalty: 4910.241211
	Iteration 14Q: 3 clusters Score -2298497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2298576.000000 Penalty: 4910.241211
	Iteration 15Q: 3 clusters Score -2298576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2298632.250000 Penalty: 4910.241211
	Iteration 16Q: 3 clusters Score -2298632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2298653.000000 Penalty: 4910.241211
	Iteration 17Q: 3 clusters Score -2298653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2298664.250000 Penalty: 4910.241211
	Iteration 18Q: 3 clusters Score -2298664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2298668.750000 Penalty: 4910.241211
	Iteration 19Q: 3 clusters Score -2298669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2298679.250000 Penalty: 4910.241211
	Iteration 20F: 3 clusters Score -2298679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2298680.000000 Penalty: 4910.241211
	Iteration 21Q: 3 clusters Score -2298680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2298682.000000 Penalty: 4910.241211
	Iteration 22Q: 3 clusters Score -2298682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2298682.000000 Penalty: 4910.241211
	Iteration 23F: 3 clusters Score -2298682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -8690.591797 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -8690.592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7845.252441 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -7845.252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7868.930664 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -7868.931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7868.930664 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -7868.931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129578.484375 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129578.5 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 578 members 
Entering Unmasked Estep 
Score: -127503.015625 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127503 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127811.781250 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127811.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127901.476562 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -127901.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127942.187500 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -127942.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127971.515625 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -127971.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127995.937500 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -127995.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128005.054688 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128010.726562 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128015.343750 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128017.742188 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128018.507812 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -128018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128019.250000 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -128019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128019.250000 Penalty: 3509.601318
	Iteration 12F: 3 clusters Score -128019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -23063.894531 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -23063.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21891.994141 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -21891.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21992.574219 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -21992.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22016.080078 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -22016.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22094.025391 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -22094.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22182.964844 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -22182.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22224.951172 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -22224.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22269.250000 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -22269.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22331.558594 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -22331.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22337.111328 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -22337.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22342.302734 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -22342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22342.302734 Penalty: 2794.855469
	Iteration 10F: 3 clusters Score -22342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35177.082031 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -35177.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33784.972656 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -33784.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34097.042969 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34097.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34298.242188 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -34298.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34435.984375 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -34435.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34575.351562 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34575.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34616.726562 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34616.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34638.226562 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34638.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34641.679688 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -34641.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34641.679688 Penalty: 2981.588623
	Iteration 8F: 3 clusters Score -34641.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Entering Unmasked Estep 
Score: -1668030.875000 Penalty: 2376.807861
	Iteration 0F: 2 clusters Score -1668031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1657452.125000 Penalty: 4753.615723
	Iteration 0F: 3 clusters Score -1657452 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1660750.500000 Penalty: 4753.615723
	Iteration 1F: 3 clusters Score -1660750 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1661078.375000 Penalty: 4753.615723
	Iteration 2F: 3 clusters Score -1661078 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1661299.750000 Penalty: 4753.615723
	Iteration 3Q: 3 clusters Score -1661300 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1661469.875000 Penalty: 4753.615723
	Iteration 4Q: 3 clusters Score -1661470 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1661595.500000 Penalty: 4753.615723
	Iteration 5Q: 3 clusters Score -1661596 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1661677.500000 Penalty: 4753.615723
	Iteration 6Q: 3 clusters Score -1661678 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1661739.125000 Penalty: 4753.615723
	Iteration 7Q: 3 clusters Score -1661739 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1661795.250000 Penalty: 4753.615723
	Iteration 8Q: 3 clusters Score -1661795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1661843.375000 Penalty: 4753.615723
	Iteration 9Q: 3 clusters Score -1661843 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1661885.500000 Penalty: 4753.615723
	Iteration 10Q: 3 clusters Score -1661886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1661915.750000 Penalty: 4753.615723
	Iteration 11Q: 3 clusters Score -1661916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1661940.250000 Penalty: 4753.615723
	Iteration 12Q: 3 clusters Score -1661940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1661974.250000 Penalty: 4753.615723
	Iteration 13Q: 3 clusters Score -1661974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1661990.750000 Penalty: 4753.615723
	Iteration 14Q: 3 clusters Score -1661991 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1662013.625000 Penalty: 4753.615723
	Iteration 15Q: 3 clusters Score -1662014 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1662039.875000 Penalty: 4753.615723
	Iteration 16Q: 3 clusters Score -1662040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1662079.375000 Penalty: 4753.615723
	Iteration 17Q: 3 clusters Score -1662079 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1662116.500000 Penalty: 4753.615723
	Iteration 18Q: 3 clusters Score -1662116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1662162.750000 Penalty: 4753.615723
	Iteration 19Q: 3 clusters Score -1662163 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1662221.750000 Penalty: 4753.615723
	Iteration 20F: 3 clusters Score -1662222 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1662298.000000 Penalty: 4753.615723
	Iteration 21Q: 3 clusters Score -1662298 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1662398.875000 Penalty: 4753.615723
	Iteration 22Q: 3 clusters Score -1662399 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1662517.625000 Penalty: 4753.615723
	Iteration 23Q: 3 clusters Score -1662518 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1662673.875000 Penalty: 4753.615723
	Iteration 24Q: 3 clusters Score -1662674 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1662900.875000 Penalty: 4753.615723
	Iteration 25Q: 3 clusters Score -1662901 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1663196.375000 Penalty: 4753.615723
	Iteration 26Q: 3 clusters Score -1663196 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1663517.125000 Penalty: 4753.615723
	Iteration 27Q: 3 clusters Score -1663517 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1663869.875000 Penalty: 4753.615723
	Iteration 28Q: 3 clusters Score -1663870 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1664173.125000 Penalty: 4753.615723
	Iteration 29Q: 3 clusters Score -1664173 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1664477.125000 Penalty: 4753.615723
	Iteration 30Q: 3 clusters Score -1664477 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1664780.125000 Penalty: 4753.615723
	Iteration 31Q: 3 clusters Score -1664780 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1665015.250000 Penalty: 4753.615723
	Iteration 32Q: 3 clusters Score -1665015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1665198.750000 Penalty: 4753.615723
	Iteration 33Q: 3 clusters Score -1665199 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1665333.625000 Penalty: 4753.615723
	Iteration 34Q: 3 clusters Score -1665334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1665451.125000 Penalty: 4753.615723
	Iteration 35Q: 3 clusters Score -1665451 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1665548.000000 Penalty: 4753.615723
	Iteration 36Q: 3 clusters Score -1665548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1665630.000000 Penalty: 4753.615723
	Iteration 37Q: 3 clusters Score -1665630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1665702.000000 Penalty: 4753.615723
	Iteration 38Q: 3 clusters Score -1665702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1665763.250000 Penalty: 4753.615723
	Iteration 39Q: 3 clusters Score -1665763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1665809.000000 Penalty: 4753.615723
	Iteration 40F: 3 clusters Score -1665809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1665852.125000 Penalty: 4753.615723
	Iteration 41Q: 3 clusters Score -1665852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1665887.875000 Penalty: 4753.615723
	Iteration 42Q: 3 clusters Score -1665888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1665910.000000 Penalty: 4753.615723
	Iteration 43Q: 3 clusters Score -1665910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1665930.875000 Penalty: 4753.615723
	Iteration 44Q: 3 clusters Score -1665931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1665947.125000 Penalty: 4753.615723
	Iteration 45Q: 3 clusters Score -1665947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1665951.875000 Penalty: 4753.615723
	Iteration 46Q: 3 clusters Score -1665952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1665959.750000 Penalty: 4753.615723
	Iteration 47Q: 3 clusters Score -1665960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1665966.375000 Penalty: 4753.615723
	Iteration 48Q: 3 clusters Score -1665966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1665972.625000 Penalty: 4753.615723
	Iteration 49Q: 3 clusters Score -1665973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1665972.000000 Penalty: 4753.615723
	Iteration 50Q: 3 clusters Score -1665972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1665976.250000 Penalty: 4753.615723
	Iteration 51Q: 3 clusters Score -1665976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1665984.625000 Penalty: 4753.615723
	Iteration 52Q: 3 clusters Score -1665985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1665991.000000 Penalty: 4753.615723
	Iteration 53Q: 3 clusters Score -1665991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1665992.750000 Penalty: 4753.615723
	Iteration 54Q: 3 clusters Score -1665993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1665996.000000 Penalty: 4753.615723
	Iteration 55Q: 3 clusters Score -1665996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1665998.625000 Penalty: 4753.615723
	Iteration 56Q: 3 clusters Score -1665999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1665998.625000 Penalty: 4753.615723
	Iteration 57F: 3 clusters Score -1665999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43108.320312 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -43108.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41620.722656 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -41620.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41847.765625 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -41847.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41981.140625 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -41981.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42088.476562 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -42088.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42165.218750 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -42165.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42218.250000 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -42218.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42257.472656 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -42257.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42298.179688 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -42298.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42340.925781 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -42340.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42366.839844 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -42366.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42381.015625 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -42381.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42415.992188 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -42415.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42444.085938 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -42444.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42482.402344 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -42482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42529.843750 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -42529.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42587.121094 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -42587.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42644.500000 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -42644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42693.500000 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -42693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42696.101562 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -42696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42696.101562 Penalty: 3063.229980
	Iteration 19F: 3 clusters Score -42696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (344401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344401 members 
Entering Unmasked Estep 
Score: -38738144.000000 Penalty: 3161.891357
	Iteration 0F: 2 clusters Score -3.873814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 172623 members 
Entering Unmasked Estep 
Score: -38538856.000000 Penalty: 6323.782715
	Iteration 0F: 3 clusters Score -3.853886e+07 nChanged 166894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 179271 members 
Entering Unmasked Estep 
Score: -38637428.000000 Penalty: 6323.782715
	Iteration 1F: 3 clusters Score -3.863743e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 183464 members 
Entering Unmasked Estep 
Score: -38639152.000000 Penalty: 6323.782715
	Iteration 2Q: 3 clusters Score -3.863915e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154265 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -38641548.000000 Penalty: 6323.782715
	Iteration 3Q: 3 clusters Score -3.864155e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 200342 members 
Entering Unmasked Estep 
Score: -38646100.000000 Penalty: 6323.782715
	Iteration 4Q: 3 clusters Score -3.86461e+07 nChanged 16132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -38653728.000000 Penalty: 6323.782715
	Iteration 5Q: 3 clusters Score -3.865373e+07 nChanged 21973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 237551 members 
Entering Unmasked Estep 
Score: -38667840.000000 Penalty: 6323.782715
	Iteration 6F: 3 clusters Score -3.866784e+07 nChanged 27838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 265351 members 
Entering Unmasked Estep 
Score: -38690056.000000 Penalty: 6323.782715
	Iteration 7F: 3 clusters Score -3.869006e+07 nChanged 29948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 295297 members 
Entering Unmasked Estep 
Score: -38713804.000000 Penalty: 6323.782715
	Iteration 8F: 3 clusters Score -3.87138e+07 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 318658 members 
Entering Unmasked Estep 
Score: -38725380.000000 Penalty: 6323.782715
	Iteration 9F: 3 clusters Score -3.872538e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 331963 members 
Entering Unmasked Estep 
Score: -38730768.000000 Penalty: 6323.782715
	Iteration 10Q: 3 clusters Score -3.873077e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 338562 members 
Entering Unmasked Estep 
Score: -38733156.000000 Penalty: 6323.782715
	Iteration 11Q: 3 clusters Score -3.873316e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 341569 members 
Entering Unmasked Estep 
Score: -38734240.000000 Penalty: 6323.782715
	Iteration 12Q: 3 clusters Score -3.873424e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 342887 members 
Entering Unmasked Estep 
Score: -38734832.000000 Penalty: 6323.782715
	Iteration 13Q: 3 clusters Score -3.873483e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 343448 members 
Entering Unmasked Estep 
Score: -38735136.000000 Penalty: 6323.782715
	Iteration 14Q: 3 clusters Score -3.873514e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 343674 members 
Entering Unmasked Estep 
Score: -38735328.000000 Penalty: 6323.782715
	Iteration 15Q: 3 clusters Score -3.873533e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 343780 members 
Entering Unmasked Estep 
Score: -38735388.000000 Penalty: 6323.782715
	Iteration 16Q: 3 clusters Score -3.873539e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 343837 members 
Entering Unmasked Estep 
Score: -38735472.000000 Penalty: 6323.782715
	Iteration 17Q: 3 clusters Score -3.873547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 343873 members 
Entering Unmasked Estep 
Score: -38735508.000000 Penalty: 6323.782715
	Iteration 18Q: 3 clusters Score -3.873551e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 343887 members 
Entering Unmasked Estep 
Score: -38735544.000000 Penalty: 6323.782715
	Iteration 19Q: 3 clusters Score -3.873554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 343901 members 
Entering Unmasked Estep 
Score: -38735556.000000 Penalty: 6323.782715
	Iteration 20F: 3 clusters Score -3.873556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 343913 members 
Entering Unmasked Estep 
Score: -38735588.000000 Penalty: 6323.782715
	Iteration 21Q: 3 clusters Score -3.873559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 343921 members 
Entering Unmasked Estep 
Score: -38735588.000000 Penalty: 6323.782715
	Iteration 22Q: 3 clusters Score -3.873559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 343921 members 
Entering Unmasked Estep 
Score: -38735592.000000 Penalty: 6323.782715
	Iteration 23Q: 3 clusters Score -3.873559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 343923 members 
Entering Unmasked Estep 
Score: -38735588.000000 Penalty: 6323.782715
	Iteration 24Q: 3 clusters Score -3.873559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 343928 members 
Entering Unmasked Estep 
Score: -38735580.000000 Penalty: 6323.782715
	Iteration 25Q: 3 clusters Score -3.873558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 343930 members 
Entering Unmasked Estep 
Score: -38735600.000000 Penalty: 6323.782715
	Iteration 26Q: 3 clusters Score -3.87356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 343937 members 
Entering Unmasked Estep 
Score: -38735620.000000 Penalty: 6323.782715
	Iteration 27Q: 3 clusters Score -3.873562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 343943 members 
Entering Unmasked Estep 
Score: -38735628.000000 Penalty: 6323.782715
	Iteration 28Q: 3 clusters Score -3.873563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343949 members 
Entering Unmasked Estep 
Score: -38735632.000000 Penalty: 6323.782715
	Iteration 29Q: 3 clusters Score -3.873563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343949 members 
Entering Unmasked Estep 
Score: -38735636.000000 Penalty: 6323.782715
	Iteration 30Q: 3 clusters Score -3.873564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343949 members 
Entering Unmasked Estep 
Score: -38735644.000000 Penalty: 6323.782715
	Iteration 31Q: 3 clusters Score -3.873564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 343950 members 
Entering Unmasked Estep 
Score: -38735652.000000 Penalty: 6323.782715
	Iteration 32Q: 3 clusters Score -3.873565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 343953 members 
Entering Unmasked Estep 
Score: -38735644.000000 Penalty: 6323.782715
	Iteration 33Q: 3 clusters Score -3.873564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343954 members 
Entering Unmasked Estep 
Score: -38735644.000000 Penalty: 6323.782715
	Iteration 34Q: 3 clusters Score -3.873564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 343956 members 
Entering Unmasked Estep 
Score: -38735652.000000 Penalty: 6323.782715
	Iteration 35Q: 3 clusters Score -3.873565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 343956 members 
Entering Unmasked Estep 
Score: -38735652.000000 Penalty: 6323.782715
	Iteration 36F: 3 clusters Score -3.873565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26773 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26374 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14529 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929776.000000 Penalty: 154325.625000
Iteration 319Q: 46 clusters Score -1.109298e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 49521 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26775 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26375 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15198 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14531 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929832.000000 Penalty: 154325.625000
Iteration 320F: 46 clusters Score -1.109298e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28295 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44227 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111006 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14533 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929840.000000 Penalty: 154325.625000
Iteration 321Q: 46 clusters Score -1.109298e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49521 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44228 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11374 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14533 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 322Q: 46 clusters Score -1.109299e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49521 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44231 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97280 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929864.000000 Penalty: 154325.625000
Iteration 323Q: 46 clusters Score -1.109299e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49521 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97279 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929848.000000 Penalty: 154325.625000
Iteration 324Q: 46 clusters Score -1.109298e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97278 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929880.000000 Penalty: 154325.625000
Iteration 325Q: 46 clusters Score -1.109299e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97277 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 326Q: 46 clusters Score -1.109299e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97277 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929856.000000 Penalty: 154325.625000
Iteration 327F: 46 clusters Score -1.109299e+08 nChanged 0
Entering ConstructFrom: 
Score: -110929856.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (48723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Entering Unmasked Estep 
Score: -5408526.000000 Penalty: 2676.888672
	Iteration 0F: 2 clusters Score -5408526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5375485.000000 Penalty: 5353.777344
	Iteration 0F: 3 clusters Score -5375485 nChanged 22432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -5387928.500000 Penalty: 5353.777344
	Iteration 1F: 3 clusters Score -5387928 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5388408.000000 Penalty: 5353.777344
	Iteration 2Q: 3 clusters Score -5388408 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5388814.500000 Penalty: 5353.777344
	Iteration 3Q: 3 clusters Score -5388814 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5389224.000000 Penalty: 5353.777344
	Iteration 4Q: 3 clusters Score -5389224 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -5389760.500000 Penalty: 5353.777344
	Iteration 5Q: 3 clusters Score -5389760 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5390436.500000 Penalty: 5353.777344
	Iteration 6Q: 3 clusters Score -5390436 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -5391369.000000 Penalty: 5353.777344
	Iteration 7Q: 3 clusters Score -5391369 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -5392897.000000 Penalty: 5353.777344
	Iteration 8F: 3 clusters Score -5392897 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -5395268.500000 Penalty: 5353.777344
	Iteration 9F: 3 clusters Score -5395268 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5398250.500000 Penalty: 5353.777344
	Iteration 10F: 3 clusters Score -5398250 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5401470.000000 Penalty: 5353.777344
	Iteration 11F: 3 clusters Score -5401470 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -5403987.000000 Penalty: 5353.777344
	Iteration 12F: 3 clusters Score -5403987 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -5405296.500000 Penalty: 5353.777344
	Iteration 13Q: 3 clusters Score -5405296 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -5405797.000000 Penalty: 5353.777344
	Iteration 14Q: 3 clusters Score -5405797 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5405991.000000 Penalty: 5353.777344
	Iteration 15Q: 3 clusters Score -5405991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -5406060.500000 Penalty: 5353.777344
	Iteration 16Q: 3 clusters Score -5406060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -5406112.000000 Penalty: 5353.777344
	Iteration 17Q: 3 clusters Score -5406112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -5406141.000000 Penalty: 5353.777344
	Iteration 18Q: 3 clusters Score -5406141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -5406157.000000 Penalty: 5353.777344
	Iteration 19Q: 3 clusters Score -5406157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -5406164.000000 Penalty: 5353.777344
	Iteration 20F: 3 clusters Score -5406164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5406166.500000 Penalty: 5353.777344
	Iteration 21Q: 3 clusters Score -5406166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5406166.500000 Penalty: 5353.777344
	Iteration 22F: 3 clusters Score -5406166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -34211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32886.539062 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -32886.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33052.402344 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -33052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33116.527344 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -33116.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33161.339844 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -33161.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33191.351562 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -33191.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33331.910156 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -33331.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33356.859375 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -33356.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33367.429688 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -33367.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33370.746094 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -33370.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33384.234375 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -33384.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33384.234375 Penalty: 2894.066162
	Iteration 10F: 3 clusters Score -33384.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -394287.000000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -394287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -390606.875000 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -390606.9 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -391528.093750 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -391528.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -391828.312500 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -391828.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -392159.406250 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -392159.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -392508.781250 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -392508.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -392927.750000 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -392927.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -393217.187500 Penalty: 4063.377930
	Iteration 6F: 3 clusters Score -393217.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -393355.875000 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -393355.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -393437.593750 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -393437.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -393486.062500 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -393486.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -393508.968750 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -393509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -393529.906250 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -393529.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -393547.843750 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -393547.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -393558.875000 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -393558.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -393565.437500 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -393565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -393571.437500 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -393571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -393575.031250 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -393575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -393578.343750 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -393578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -393581.875000 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -393581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -393584.312500 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -393584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -393588.062500 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -393588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -393590.781250 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -393590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -393593.531250 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -393593.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -393595.468750 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -393595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -393597.906250 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -393597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -393598.468750 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -393598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -393600.062500 Penalty: 4063.377930
	Iteration 26Q: 3 clusters Score -393600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -393603.781250 Penalty: 4063.377930
	Iteration 27Q: 3 clusters Score -393603.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -393607.718750 Penalty: 4063.377930
	Iteration 28Q: 3 clusters Score -393607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -393611.625000 Penalty: 4063.377930
	Iteration 29Q: 3 clusters Score -393611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -393615.625000 Penalty: 4063.377930
	Iteration 30Q: 3 clusters Score -393615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -393618.125000 Penalty: 4063.377930
	Iteration 31Q: 3 clusters Score -393618.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -393623.781250 Penalty: 4063.377930
	Iteration 32Q: 3 clusters Score -393623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -393630.250000 Penalty: 4063.377930
	Iteration 33Q: 3 clusters Score -393630.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -393635.125000 Penalty: 4063.377930
	Iteration 34Q: 3 clusters Score -393635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -393636.687500 Penalty: 4063.377930
	Iteration 35Q: 3 clusters Score -393636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -393638.093750 Penalty: 4063.377930
	Iteration 36Q: 3 clusters Score -393638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -393639.375000 Penalty: 4063.377930
	Iteration 37Q: 3 clusters Score -393639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -393641.125000 Penalty: 4063.377930
	Iteration 38Q: 3 clusters Score -393641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -393640.843750 Penalty: 4063.377930
	Iteration 39Q: 3 clusters Score -393640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -393640.875000 Penalty: 4063.377930
	Iteration 40F: 3 clusters Score -393640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -393641.250000 Penalty: 4063.377930
	Iteration 41Q: 3 clusters Score -393641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -393642.437500 Penalty: 4063.377930
	Iteration 42Q: 3 clusters Score -393642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -393643.468750 Penalty: 4063.377930
	Iteration 43Q: 3 clusters Score -393643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -393644.156250 Penalty: 4063.377930
	Iteration 44Q: 3 clusters Score -393644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -393644.625000 Penalty: 4063.377930
	Iteration 45Q: 3 clusters Score -393644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -393644.875000 Penalty: 4063.377930
	Iteration 46Q: 3 clusters Score -393644.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -393644.875000 Penalty: 4063.377930
	Iteration 47F: 3 clusters Score -393644.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -499925.375000 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -499925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -495680.000000 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -495680 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -496661.312500 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -496661.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -496921.062500 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -496921.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -497147.187500 Penalty: 4187.037109
	Iteration 3F: 3 clusters Score -497147.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -497352.500000 Penalty: 4187.037109
	Iteration 4F: 3 clusters Score -497352.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -497524.781250 Penalty: 4187.037109
	Iteration 5F: 3 clusters Score -497524.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497639.531250 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -497639.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -497750.156250 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -497750.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -497863.468750 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -497863.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -497986.687500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -497986.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -498099.718750 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -498099.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -498199.156250 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -498199.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -498270.406250 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -498270.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -498333.968750 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -498334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -498371.406250 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -498371.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -498401.750000 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -498401.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -498425.843750 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -498425.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -498452.375000 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -498452.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -498474.000000 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -498474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -498491.406250 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -498491.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -498512.281250 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -498512.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -498527.468750 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -498527.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -498540.281250 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -498540.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -498554.093750 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -498554.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -498566.375000 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -498566.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -498574.750000 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -498574.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -498587.000000 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -498587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -498594.031250 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -498594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -498598.968750 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -498599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -498601.250000 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -498601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -498602.218750 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -498602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -498604.875000 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -498604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -498606.562500 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -498606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -498608.812500 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -498608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -498609.656250 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -498609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -498609.656250 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -498609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -498611.750000 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -498611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -498612.593750 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -498612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -498614.093750 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -498614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -498616.125000 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -498616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -498618.218750 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -498618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -498620.812500 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -498620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -498621.875000 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -498621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -498623.906250 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -498623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -498625.562500 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -498625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -498625.843750 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -498625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -498627.187500 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -498627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -498627.718750 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -498627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -498627.718750 Penalty: 4187.037109
	Iteration 48F: 3 clusters Score -498627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -72513.601562 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -72513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70782.640625 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -70782.64 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71242.320312 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -71242.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71502.726562 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -71502.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71652.570312 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -71652.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71841.312500 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -71841.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72067.726562 Penalty: 3304.280029
	Iteration 5F: 3 clusters Score -72067.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72237.718750 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -72237.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72366.218750 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -72366.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72465.054688 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -72465.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72557.289062 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -72557.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72696.242188 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -72696.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72855.359375 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -72855.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72899.406250 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -72899.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72905.031250 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -72905.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72906.179688 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -72906.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72906.179688 Penalty: 3304.280029
	Iteration 15F: 3 clusters Score -72906.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97277 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344405 members 
Mstep: Class 46 contains 444 members 
Entering Unmasked Estep 
Score: -110928480.000000 Penalty: 157755.078125
Splitting cluster 5 changes total score from -110929856.000000 to -110928480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -399819.781250 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -399819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -395940.843750 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -395940.8 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -396910.812500 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -396910.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -397207.718750 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -397207.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -397495.750000 Penalty: 4114.839355
	Iteration 3F: 3 clusters Score -397495.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -397772.531250 Penalty: 4114.839355
	Iteration 4F: 3 clusters Score -397772.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -398000.156250 Penalty: 4114.839355
	Iteration 5F: 3 clusters Score -398000.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -398186.281250 Penalty: 4114.839355
	Iteration 6F: 3 clusters Score -398186.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -398329.218750 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -398329.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -398458.531250 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -398458.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -398543.718750 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -398543.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -398614.875000 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -398614.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -398667.312500 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -398667.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -398694.125000 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -398694.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -398713.500000 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -398713.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -398730.656250 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -398730.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -398740.000000 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -398740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -398747.812500 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -398747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -398752.718750 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -398752.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -398756.375000 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -398756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -398757.250000 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -398757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -398758.281250 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -398758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -398760.312500 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -398760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -398761.687500 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -398761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -398761.656250 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -398761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -398763.312500 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -398763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -398763.500000 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -398763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -398765.812500 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -398765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -398767.531250 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -398767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -398768.000000 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -398768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -398768.250000 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -398768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -398771.562500 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -398771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -398772.468750 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -398772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -398772.968750 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -398773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -398772.968750 Penalty: 4114.839355
	Iteration 33F: 3 clusters Score -398773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Entering Unmasked Estep 
Score: -1029619.937500 Penalty: 2265.418945
	Iteration 0F: 2 clusters Score -1029620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1022447.125000 Penalty: 4530.837891
	Iteration 0F: 3 clusters Score -1022447 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1024507.812500 Penalty: 4530.837891
	Iteration 1F: 3 clusters Score -1024508 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1024830.937500 Penalty: 4530.837891
	Iteration 2F: 3 clusters Score -1024831 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1025075.937500 Penalty: 4530.837891
	Iteration 3F: 3 clusters Score -1025076 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1025262.750000 Penalty: 4530.837891
	Iteration 4Q: 3 clusters Score -1025263 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1025417.187500 Penalty: 4530.837891
	Iteration 5Q: 3 clusters Score -1025417 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1025543.062500 Penalty: 4530.837891
	Iteration 6Q: 3 clusters Score -1025543 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1025672.875000 Penalty: 4530.837891
	Iteration 7Q: 3 clusters Score -1025673 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1025806.562500 Penalty: 4530.837891
	Iteration 8Q: 3 clusters Score -1025807 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1025943.875000 Penalty: 4530.837891
	Iteration 9Q: 3 clusters Score -1025944 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1026093.750000 Penalty: 4530.837891
	Iteration 10Q: 3 clusters Score -1026094 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1026260.750000 Penalty: 4530.837891
	Iteration 11Q: 3 clusters Score -1026261 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1026421.250000 Penalty: 4530.837891
	Iteration 12Q: 3 clusters Score -1026421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1026552.062500 Penalty: 4530.837891
	Iteration 13Q: 3 clusters Score -1026552 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1026668.375000 Penalty: 4530.837891
	Iteration 14Q: 3 clusters Score -1026668 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1026755.812500 Penalty: 4530.837891
	Iteration 15Q: 3 clusters Score -1026756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1026830.937500 Penalty: 4530.837891
	Iteration 16Q: 3 clusters Score -1026831 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1026919.750000 Penalty: 4530.837891
	Iteration 17Q: 3 clusters Score -1026920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1027001.500000 Penalty: 4530.837891
	Iteration 18Q: 3 clusters Score -1027002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1027064.437500 Penalty: 4530.837891
	Iteration 19Q: 3 clusters Score -1027064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1027123.687500 Penalty: 4530.837891
	Iteration 20F: 3 clusters Score -1027124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1027177.687500 Penalty: 4530.837891
	Iteration 21Q: 3 clusters Score -1027178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1027225.250000 Penalty: 4530.837891
	Iteration 22Q: 3 clusters Score -1027225 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1027276.875000 Penalty: 4530.837891
	Iteration 23Q: 3 clusters Score -1027277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1027335.500000 Penalty: 4530.837891
	Iteration 24Q: 3 clusters Score -1027336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1027378.625000 Penalty: 4530.837891
	Iteration 25Q: 3 clusters Score -1027379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1027423.500000 Penalty: 4530.837891
	Iteration 26Q: 3 clusters Score -1027424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1027457.562500 Penalty: 4530.837891
	Iteration 27Q: 3 clusters Score -1027458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1027485.750000 Penalty: 4530.837891
	Iteration 28Q: 3 clusters Score -1027486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1027509.312500 Penalty: 4530.837891
	Iteration 29Q: 3 clusters Score -1027509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1027534.750000 Penalty: 4530.837891
	Iteration 30Q: 3 clusters Score -1027535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1027557.375000 Penalty: 4530.837891
	Iteration 31Q: 3 clusters Score -1027557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1027574.312500 Penalty: 4530.837891
	Iteration 32Q: 3 clusters Score -1027574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1027599.125000 Penalty: 4530.837891
	Iteration 33Q: 3 clusters Score -1027599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1027625.312500 Penalty: 4530.837891
	Iteration 34Q: 3 clusters Score -1027625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1027645.250000 Penalty: 4530.837891
	Iteration 35Q: 3 clusters Score -1027645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1027661.312500 Penalty: 4530.837891
	Iteration 36Q: 3 clusters Score -1027661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1027676.062500 Penalty: 4530.837891
	Iteration 37Q: 3 clusters Score -1027676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1027691.187500 Penalty: 4530.837891
	Iteration 38Q: 3 clusters Score -1027691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1027699.750000 Penalty: 4530.837891
	Iteration 39Q: 3 clusters Score -1027700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1027705.812500 Penalty: 4530.837891
	Iteration 40F: 3 clusters Score -1027706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1027714.437500 Penalty: 4530.837891
	Iteration 41Q: 3 clusters Score -1027714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1027719.937500 Penalty: 4530.837891
	Iteration 42Q: 3 clusters Score -1027720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1027722.500000 Penalty: 4530.837891
	Iteration 43Q: 3 clusters Score -1027722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1027727.375000 Penalty: 4530.837891
	Iteration 44Q: 3 clusters Score -1027727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1027729.875000 Penalty: 4530.837891
	Iteration 45Q: 3 clusters Score -1027730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1027731.375000 Penalty: 4530.837891
	Iteration 46Q: 3 clusters Score -1027731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1027732.187500 Penalty: 4530.837891
	Iteration 47Q: 3 clusters Score -1027732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1027733.312500 Penalty: 4530.837891
	Iteration 48Q: 3 clusters Score -1027733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1027733.750000 Penalty: 4530.837891
	Iteration 49Q: 3 clusters Score -1027734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1027735.562500 Penalty: 4530.837891
	Iteration 50Q: 3 clusters Score -1027736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1027736.812500 Penalty: 4530.837891
	Iteration 51Q: 3 clusters Score -1027737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1027739.312500 Penalty: 4530.837891
	Iteration 52Q: 3 clusters Score -1027739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1027739.062500 Penalty: 4530.837891
	Iteration 53Q: 3 clusters Score -1027739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1027742.750000 Penalty: 4530.837891
	Iteration 54Q: 3 clusters Score -1027743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1027744.062500 Penalty: 4530.837891
	Iteration 55Q: 3 clusters Score -1027744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1027743.375000 Penalty: 4530.837891
	Iteration 56Q: 3 clusters Score -1027743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1027743.062500 Penalty: 4530.837891
	Iteration 57Q: 3 clusters Score -1027743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1027743.000000 Penalty: 4530.837891
	Iteration 58Q: 3 clusters Score -1027743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1027744.187500 Penalty: 4530.837891
	Iteration 59Q: 3 clusters Score -1027744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1027744.187500 Penalty: 4530.837891
	Iteration 60F: 3 clusters Score -1027744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -523245.031250 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -523245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -518609.406250 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -518609.4 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -519926.281250 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -519926.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -520321.250000 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -520321.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -520728.156250 Penalty: 4255.669922
	Iteration 3F: 3 clusters Score -520728.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -521210.562500 Penalty: 4255.669922
	Iteration 4F: 3 clusters Score -521210.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -521624.562500 Penalty: 4255.669922
	Iteration 5F: 3 clusters Score -521624.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -521960.500000 Penalty: 4255.669922
	Iteration 6F: 3 clusters Score -521960.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -522191.718750 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -522191.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -522405.406250 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -522405.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -522548.031250 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -522548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -522654.125000 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -522654.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -522715.968750 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -522716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -522766.125000 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -522766.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -522791.375000 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -522791.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -522810.656250 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -522810.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -522823.250000 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -522823.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -522830.156250 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -522830.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -522838.187500 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -522838.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -522841.937500 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -522841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -522850.968750 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -522851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -522855.625000 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -522855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -522858.750000 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -522858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -522859.781250 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -522859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -522862.062500 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -522862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -522864.875000 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -522864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -522868.000000 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -522868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -522869.218750 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -522869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -522873.437500 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -522873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -522876.312500 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -522876.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -522880.062500 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -522880.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -522888.281250 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -522888.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -522892.468750 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -522892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -522898.718750 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -522898.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -522906.062500 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -522906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -522911.718750 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -522911.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -522921.906250 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -522921.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -522933.875000 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -522933.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -522946.343750 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -522946.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -522960.562500 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -522960.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -522980.281250 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -522980.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -523006.125000 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -523006.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -523036.718750 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -523036.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -523067.031250 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -523067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -523087.781250 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -523087.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -523112.906250 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -523112.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -523135.125000 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -523135.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -523158.375000 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -523158.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -523173.781250 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -523173.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -523182.718750 Penalty: 4255.669922
	Iteration 48Q: 3 clusters Score -523182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -523188.531250 Penalty: 4255.669922
	Iteration 49Q: 3 clusters Score -523188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -523196.187500 Penalty: 4255.669922
	Iteration 50Q: 3 clusters Score -523196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -523203.125000 Penalty: 4255.669922
	Iteration 51Q: 3 clusters Score -523203.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -523218.562500 Penalty: 4255.669922
	Iteration 52Q: 3 clusters Score -523218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -523226.875000 Penalty: 4255.669922
	Iteration 53Q: 3 clusters Score -523226.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -523234.500000 Penalty: 4255.669922
	Iteration 54Q: 3 clusters Score -523234.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -523238.500000 Penalty: 4255.669922
	Iteration 55Q: 3 clusters Score -523238.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -523241.000000 Penalty: 4255.669922
	Iteration 56Q: 3 clusters Score -523241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -523242.906250 Penalty: 4255.669922
	Iteration 57Q: 3 clusters Score -523242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -523245.968750 Penalty: 4255.669922
	Iteration 58Q: 3 clusters Score -523246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -523253.875000 Penalty: 4255.669922
	Iteration 59Q: 3 clusters Score -523253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -523257.218750 Penalty: 4255.669922
	Iteration 60F: 3 clusters Score -523257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -523260.375000 Penalty: 4255.669922
	Iteration 61Q: 3 clusters Score -523260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -523261.250000 Penalty: 4255.669922
	Iteration 62Q: 3 clusters Score -523261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -523265.562500 Penalty: 4255.669922
	Iteration 63Q: 3 clusters Score -523265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -523271.968750 Penalty: 4255.669922
	Iteration 64Q: 3 clusters Score -523272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -523272.656250 Penalty: 4255.669922
	Iteration 65Q: 3 clusters Score -523272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -523275.812500 Penalty: 4255.669922
	Iteration 66Q: 3 clusters Score -523275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -523278.031250 Penalty: 4255.669922
	Iteration 67Q: 3 clusters Score -523278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -523278.625000 Penalty: 4255.669922
	Iteration 68Q: 3 clusters Score -523278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -523278.625000 Penalty: 4255.669922
	Iteration 69F: 3 clusters Score -523278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97277 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344405 members 
Mstep: Class 46 contains 1463 members 
Entering Unmasked Estep 
Score: -110928392.000000 Penalty: 157755.078125
Splitting cluster 8 changes total score from -110929856.000000 to -110928392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -268620.125000 Penalty: 1938.071289
	Iteration 0F: 2 clusters Score -268620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -265633.125000 Penalty: 3876.142578
	Iteration 0F: 3 clusters Score -265633.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -266177.687500 Penalty: 3876.142578
	Iteration 1F: 3 clusters Score -266177.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -266328.062500 Penalty: 3876.142578
	Iteration 2F: 3 clusters Score -266328.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -266439.625000 Penalty: 3876.142578
	Iteration 3Q: 3 clusters Score -266439.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -266528.718750 Penalty: 3876.142578
	Iteration 4Q: 3 clusters Score -266528.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -266588.406250 Penalty: 3876.142578
	Iteration 5Q: 3 clusters Score -266588.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -266629.031250 Penalty: 3876.142578
	Iteration 6Q: 3 clusters Score -266629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -266657.687500 Penalty: 3876.142578
	Iteration 7Q: 3 clusters Score -266657.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -266686.250000 Penalty: 3876.142578
	Iteration 8Q: 3 clusters Score -266686.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266732.437500 Penalty: 3876.142578
	Iteration 9Q: 3 clusters Score -266732.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -266787.375000 Penalty: 3876.142578
	Iteration 10Q: 3 clusters Score -266787.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -266844.750000 Penalty: 3876.142578
	Iteration 11Q: 3 clusters Score -266844.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -266891.187500 Penalty: 3876.142578
	Iteration 12Q: 3 clusters Score -266891.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -266932.937500 Penalty: 3876.142578
	Iteration 13Q: 3 clusters Score -266932.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -266983.968750 Penalty: 3876.142578
	Iteration 14Q: 3 clusters Score -266984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -267031.750000 Penalty: 3876.142578
	Iteration 15Q: 3 clusters Score -267031.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -267067.531250 Penalty: 3876.142578
	Iteration 16Q: 3 clusters Score -267067.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -267100.750000 Penalty: 3876.142578
	Iteration 17Q: 3 clusters Score -267100.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -267125.218750 Penalty: 3876.142578
	Iteration 18Q: 3 clusters Score -267125.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -267143.625000 Penalty: 3876.142578
	Iteration 19Q: 3 clusters Score -267143.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -267152.375000 Penalty: 3876.142578
	Iteration 20F: 3 clusters Score -267152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -267164.000000 Penalty: 3876.142578
	Iteration 21Q: 3 clusters Score -267164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -267173.968750 Penalty: 3876.142578
	Iteration 22Q: 3 clusters Score -267174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -267177.187500 Penalty: 3876.142578
	Iteration 23Q: 3 clusters Score -267177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -267179.468750 Penalty: 3876.142578
	Iteration 24Q: 3 clusters Score -267179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -267180.593750 Penalty: 3876.142578
	Iteration 25Q: 3 clusters Score -267180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -267180.593750 Penalty: 3876.142578
	Iteration 26F: 3 clusters Score -267180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Entering Unmasked Estep 
Score: -3123731.500000 Penalty: 2542.100586
	Iteration 0F: 2 clusters Score -3123732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3104218.750000 Penalty: 5084.201172
	Iteration 0F: 3 clusters Score -3104219 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3111912.250000 Penalty: 5084.201172
	Iteration 1F: 3 clusters Score -3111912 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3112903.500000 Penalty: 5084.201172
	Iteration 2F: 3 clusters Score -3112904 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3113870.000000 Penalty: 5084.201172
	Iteration 3F: 3 clusters Score -3113870 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3114666.500000 Penalty: 5084.201172
	Iteration 4F: 3 clusters Score -3114666 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3115333.000000 Penalty: 5084.201172
	Iteration 5Q: 3 clusters Score -3115333 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3115931.000000 Penalty: 5084.201172
	Iteration 6Q: 3 clusters Score -3115931 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3116577.250000 Penalty: 5084.201172
	Iteration 7Q: 3 clusters Score -3116577 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3117323.000000 Penalty: 5084.201172
	Iteration 8Q: 3 clusters Score -3117323 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3118030.500000 Penalty: 5084.201172
	Iteration 9Q: 3 clusters Score -3118030 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3118552.500000 Penalty: 5084.201172
	Iteration 10Q: 3 clusters Score -3118552 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3118937.000000 Penalty: 5084.201172
	Iteration 11Q: 3 clusters Score -3118937 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3119174.750000 Penalty: 5084.201172
	Iteration 12Q: 3 clusters Score -3119175 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3119341.000000 Penalty: 5084.201172
	Iteration 13Q: 3 clusters Score -3119341 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3119457.750000 Penalty: 5084.201172
	Iteration 14Q: 3 clusters Score -3119458 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3119569.500000 Penalty: 5084.201172
	Iteration 15Q: 3 clusters Score -3119570 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3119656.000000 Penalty: 5084.201172
	Iteration 16Q: 3 clusters Score -3119656 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3119727.500000 Penalty: 5084.201172
	Iteration 17Q: 3 clusters Score -3119728 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3119820.250000 Penalty: 5084.201172
	Iteration 18Q: 3 clusters Score -3119820 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3119907.000000 Penalty: 5084.201172
	Iteration 19Q: 3 clusters Score -3119907 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3119978.000000 Penalty: 5084.201172
	Iteration 20F: 3 clusters Score -3119978 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3120074.750000 Penalty: 5084.201172
	Iteration 21Q: 3 clusters Score -3120075 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3120180.500000 Penalty: 5084.201172
	Iteration 22Q: 3 clusters Score -3120180 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3120301.000000 Penalty: 5084.201172
	Iteration 23Q: 3 clusters Score -3120301 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3120419.750000 Penalty: 5084.201172
	Iteration 24Q: 3 clusters Score -3120420 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3120550.750000 Penalty: 5084.201172
	Iteration 25Q: 3 clusters Score -3120551 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3120675.500000 Penalty: 5084.201172
	Iteration 26Q: 3 clusters Score -3120676 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3120789.250000 Penalty: 5084.201172
	Iteration 27Q: 3 clusters Score -3120789 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3120901.750000 Penalty: 5084.201172
	Iteration 28Q: 3 clusters Score -3120902 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3121022.000000 Penalty: 5084.201172
	Iteration 29Q: 3 clusters Score -3121022 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3121139.500000 Penalty: 5084.201172
	Iteration 30Q: 3 clusters Score -3121140 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3121222.500000 Penalty: 5084.201172
	Iteration 31Q: 3 clusters Score -3121222 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3121333.750000 Penalty: 5084.201172
	Iteration 32Q: 3 clusters Score -3121334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3121430.500000 Penalty: 5084.201172
	Iteration 33Q: 3 clusters Score -3121430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3121539.500000 Penalty: 5084.201172
	Iteration 34Q: 3 clusters Score -3121540 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3121606.750000 Penalty: 5084.201172
	Iteration 35Q: 3 clusters Score -3121607 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3121682.500000 Penalty: 5084.201172
	Iteration 36Q: 3 clusters Score -3121682 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3121755.250000 Penalty: 5084.201172
	Iteration 37Q: 3 clusters Score -3121755 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3121804.250000 Penalty: 5084.201172
	Iteration 38Q: 3 clusters Score -3121804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3121855.250000 Penalty: 5084.201172
	Iteration 39Q: 3 clusters Score -3121855 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3121903.500000 Penalty: 5084.201172
	Iteration 40F: 3 clusters Score -3121904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3121931.750000 Penalty: 5084.201172
	Iteration 41Q: 3 clusters Score -3121932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3121962.000000 Penalty: 5084.201172
	Iteration 42Q: 3 clusters Score -3121962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3121999.000000 Penalty: 5084.201172
	Iteration 43Q: 3 clusters Score -3121999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3122021.000000 Penalty: 5084.201172
	Iteration 44Q: 3 clusters Score -3122021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3122045.500000 Penalty: 5084.201172
	Iteration 45Q: 3 clusters Score -3122046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3122068.500000 Penalty: 5084.201172
	Iteration 46Q: 3 clusters Score -3122068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3122094.250000 Penalty: 5084.201172
	Iteration 47Q: 3 clusters Score -3122094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3122111.250000 Penalty: 5084.201172
	Iteration 48Q: 3 clusters Score -3122111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3122115.750000 Penalty: 5084.201172
	Iteration 49Q: 3 clusters Score -3122116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3122135.000000 Penalty: 5084.201172
	Iteration 50Q: 3 clusters Score -3122135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3122151.750000 Penalty: 5084.201172
	Iteration 51Q: 3 clusters Score -3122152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3122163.250000 Penalty: 5084.201172
	Iteration 52Q: 3 clusters Score -3122163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3122162.250000 Penalty: 5084.201172
	Iteration 53Q: 3 clusters Score -3122162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3122169.500000 Penalty: 5084.201172
	Iteration 54Q: 3 clusters Score -3122170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3122175.000000 Penalty: 5084.201172
	Iteration 55Q: 3 clusters Score -3122175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3122184.250000 Penalty: 5084.201172
	Iteration 56Q: 3 clusters Score -3122184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3122192.000000 Penalty: 5084.201172
	Iteration 57Q: 3 clusters Score -3122192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3122198.500000 Penalty: 5084.201172
	Iteration 58Q: 3 clusters Score -3122198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3122203.000000 Penalty: 5084.201172
	Iteration 59Q: 3 clusters Score -3122203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3122201.250000 Penalty: 5084.201172
	Iteration 60F: 3 clusters Score -3122201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3122207.000000 Penalty: 5084.201172
	Iteration 61Q: 3 clusters Score -3122207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3122210.750000 Penalty: 5084.201172
	Iteration 62Q: 3 clusters Score -3122211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3122214.000000 Penalty: 5084.201172
	Iteration 63Q: 3 clusters Score -3122214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3122216.500000 Penalty: 5084.201172
	Iteration 64Q: 3 clusters Score -3122216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3122217.750000 Penalty: 5084.201172
	Iteration 65Q: 3 clusters Score -3122218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3122216.250000 Penalty: 5084.201172
	Iteration 66Q: 3 clusters Score -3122216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3122216.750000 Penalty: 5084.201172
	Iteration 67Q: 3 clusters Score -3122217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3122221.750000 Penalty: 5084.201172
	Iteration 68Q: 3 clusters Score -3122222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3122223.500000 Penalty: 5084.201172
	Iteration 69Q: 3 clusters Score -3122224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3122221.250000 Penalty: 5084.201172
	Iteration 70Q: 3 clusters Score -3122221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3122225.750000 Penalty: 5084.201172
	Iteration 71Q: 3 clusters Score -3122226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3122225.250000 Penalty: 5084.201172
	Iteration 72Q: 3 clusters Score -3122225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3122226.500000 Penalty: 5084.201172
	Iteration 73Q: 3 clusters Score -3122226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3122226.500000 Penalty: 5084.201172
	Iteration 74Q: 3 clusters Score -3122226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3122228.000000 Penalty: 5084.201172
	Iteration 75Q: 3 clusters Score -3122228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3122232.500000 Penalty: 5084.201172
	Iteration 76Q: 3 clusters Score -3122232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3122233.000000 Penalty: 5084.201172
	Iteration 77Q: 3 clusters Score -3122233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3122233.500000 Penalty: 5084.201172
	Iteration 78Q: 3 clusters Score -3122234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3122233.500000 Penalty: 5084.201172
	Iteration 79F: 3 clusters Score -3122234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Entering Unmasked Estep 
Score: -5633807.000000 Penalty: 2680.907715
	Iteration 0F: 2 clusters Score -5633807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -5600150.500000 Penalty: 5361.815430
	Iteration 0F: 3 clusters Score -5600150 nChanged 22979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5612882.500000 Penalty: 5361.815430
	Iteration 1F: 3 clusters Score -5612882 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5613565.500000 Penalty: 5361.815430
	Iteration 2Q: 3 clusters Score -5613566 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5614307.500000 Penalty: 5361.815430
	Iteration 3Q: 3 clusters Score -5614308 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5615206.000000 Penalty: 5361.815430
	Iteration 4Q: 3 clusters Score -5615206 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5616420.000000 Penalty: 5361.815430
	Iteration 5F: 3 clusters Score -5616420 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -5618237.000000 Penalty: 5361.815430
	Iteration 6F: 3 clusters Score -5618237 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5620839.000000 Penalty: 5361.815430
	Iteration 7F: 3 clusters Score -5620839 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -5624126.500000 Penalty: 5361.815430
	Iteration 8F: 3 clusters Score -5624126 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -5627352.000000 Penalty: 5361.815430
	Iteration 9F: 3 clusters Score -5627352 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5629747.000000 Penalty: 5361.815430
	Iteration 10Q: 3 clusters Score -5629747 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5631210.500000 Penalty: 5361.815430
	Iteration 11Q: 3 clusters Score -5631210 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5631829.500000 Penalty: 5361.815430
	Iteration 12Q: 3 clusters Score -5631830 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5631992.500000 Penalty: 5361.815430
	Iteration 13Q: 3 clusters Score -5631992 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5632067.500000 Penalty: 5361.815430
	Iteration 14Q: 3 clusters Score -5632068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5632114.500000 Penalty: 5361.815430
	Iteration 15Q: 3 clusters Score -5632114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5632133.000000 Penalty: 5361.815430
	Iteration 16Q: 3 clusters Score -5632133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5632149.000000 Penalty: 5361.815430
	Iteration 17Q: 3 clusters Score -5632149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5632141.000000 Penalty: 5361.815430
	Iteration 18Q: 3 clusters Score -5632141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5632140.000000 Penalty: 5361.815430
	Iteration 19Q: 3 clusters Score -5632140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5632154.000000 Penalty: 5361.815430
	Iteration 20F: 3 clusters Score -5632154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5632153.500000 Penalty: 5361.815430
	Iteration 21Q: 3 clusters Score -5632154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5632166.000000 Penalty: 5361.815430
	Iteration 22Q: 3 clusters Score -5632166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5632168.500000 Penalty: 5361.815430
	Iteration 23Q: 3 clusters Score -5632168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5632162.500000 Penalty: 5361.815430
	Iteration 24Q: 3 clusters Score -5632162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5632171.500000 Penalty: 5361.815430
	Iteration 25Q: 3 clusters Score -5632172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5632170.000000 Penalty: 5361.815430
	Iteration 26Q: 3 clusters Score -5632170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5632176.000000 Penalty: 5361.815430
	Iteration 27Q: 3 clusters Score -5632176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5632176.000000 Penalty: 5361.815430
	Iteration 28F: 3 clusters Score -5632176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -229303.859375 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -229303.9 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 1005 members 
Entering Unmasked Estep 
Score: -226637.859375 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -226637.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227099.421875 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -227099.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -227232.703125 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -227232.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227323.437500 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -227323.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227390.921875 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -227390.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227427.218750 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -227427.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227451.875000 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -227451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227470.328125 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -227470.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -227487.750000 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -227487.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227504.765625 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -227504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227515.984375 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -227516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227525.187500 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -227525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -227533.078125 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -227533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -227536.968750 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -227537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -227539.468750 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -227539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227542.734375 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -227542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227544.093750 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -227544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227544.906250 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -227544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227545.609375 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -227545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227549.437500 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -227549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227552.312500 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -227552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227557.453125 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -227557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227559.265625 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -227559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227560.765625 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -227560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227561.609375 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -227561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227561.609375 Penalty: 3781.083984
	Iteration 25F: 3 clusters Score -227561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -754856.812500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -754856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -749175.750000 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -749175.8 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -750679.937500 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -750679.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -750940.000000 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -750940 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -751121.500000 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -751121.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -751252.625000 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -751252.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -751355.312500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -751355.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -751437.562500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -751437.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -751507.187500 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -751507.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -751605.875000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -751605.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -751712.437500 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -751712.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -751809.125000 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -751809.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -751904.875000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -751904.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -751993.000000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -751993 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -752072.750000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -752072.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -752175.375000 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -752175.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -752280.500000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -752280.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -752382.062500 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -752382.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -752463.125000 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -752463.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -752539.687500 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -752539.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -752592.812500 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -752592.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -752644.187500 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -752644.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -752703.625000 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -752703.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -752750.500000 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -752750.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -752790.687500 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -752790.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -752845.812500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -752845.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -752881.562500 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -752881.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -752910.187500 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -752910.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -752930.625000 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -752930.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -752953.562500 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -752953.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -752975.000000 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -752975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -752992.562500 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -752992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -753002.875000 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -753002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -753014.375000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -753014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -753017.937500 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -753017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -753021.000000 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -753021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -753028.062500 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -753028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -753031.875000 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -753031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -753033.312500 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -753033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -753037.062500 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -753037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -753041.500000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -753041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -753043.625000 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -753043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -753044.187500 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -753044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -753046.625000 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -753046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -753048.875000 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -753048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -753054.125000 Penalty: 4376.602539
	Iteration 44Q: 3 clusters Score -753054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -753057.562500 Penalty: 4376.602539
	Iteration 45Q: 3 clusters Score -753057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -753059.187500 Penalty: 4376.602539
	Iteration 46Q: 3 clusters Score -753059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -753060.625000 Penalty: 4376.602539
	Iteration 47Q: 3 clusters Score -753060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -753061.812500 Penalty: 4376.602539
	Iteration 48Q: 3 clusters Score -753061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -753062.687500 Penalty: 4376.602539
	Iteration 49Q: 3 clusters Score -753062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -753063.437500 Penalty: 4376.602539
	Iteration 50Q: 3 clusters Score -753063.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -753063.437500 Penalty: 4376.602539
	Iteration 51F: 3 clusters Score -753063.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Entering Unmasked Estep 
Score: -5008589.500000 Penalty: 2652.895508
	Iteration 0F: 2 clusters Score -5008590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4978792.000000 Penalty: 5305.791016
	Iteration 0F: 3 clusters Score -4978792 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4990309.000000 Penalty: 5305.791016
	Iteration 1F: 3 clusters Score -4990309 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -4991323.000000 Penalty: 5305.791016
	Iteration 2F: 3 clusters Score -4991323 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4992955.000000 Penalty: 5305.791016
	Iteration 3F: 3 clusters Score -4992955 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -4995231.500000 Penalty: 5305.791016
	Iteration 4F: 3 clusters Score -4995232 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4998121.000000 Penalty: 5305.791016
	Iteration 5F: 3 clusters Score -4998121 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -5000907.000000 Penalty: 5305.791016
	Iteration 6F: 3 clusters Score -5000907 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5003267.500000 Penalty: 5305.791016
	Iteration 7F: 3 clusters Score -5003268 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5005107.000000 Penalty: 5305.791016
	Iteration 8Q: 3 clusters Score -5005107 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5006264.500000 Penalty: 5305.791016
	Iteration 9Q: 3 clusters Score -5006264 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5006861.000000 Penalty: 5305.791016
	Iteration 10Q: 3 clusters Score -5006861 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5007143.000000 Penalty: 5305.791016
	Iteration 11Q: 3 clusters Score -5007143 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5007289.500000 Penalty: 5305.791016
	Iteration 12Q: 3 clusters Score -5007290 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5007378.500000 Penalty: 5305.791016
	Iteration 13Q: 3 clusters Score -5007378 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5007442.000000 Penalty: 5305.791016
	Iteration 14Q: 3 clusters Score -5007442 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5007475.000000 Penalty: 5305.791016
	Iteration 15Q: 3 clusters Score -5007475 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5007521.500000 Penalty: 5305.791016
	Iteration 16Q: 3 clusters Score -5007522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5007556.000000 Penalty: 5305.791016
	Iteration 17Q: 3 clusters Score -5007556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5007573.000000 Penalty: 5305.791016
	Iteration 18Q: 3 clusters Score -5007573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5007589.000000 Penalty: 5305.791016
	Iteration 19Q: 3 clusters Score -5007589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5007604.000000 Penalty: 5305.791016
	Iteration 20F: 3 clusters Score -5007604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -5007591.500000 Penalty: 5305.791016
	Iteration 21Q: 3 clusters Score -5007592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5007601.500000 Penalty: 5305.791016
	Iteration 22Q: 3 clusters Score -5007602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5007603.500000 Penalty: 5305.791016
	Iteration 23Q: 3 clusters Score -5007604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5007594.000000 Penalty: 5305.791016
	Iteration 24Q: 3 clusters Score -5007594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5007596.500000 Penalty: 5305.791016
	Iteration 25Q: 3 clusters Score -5007596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5007601.000000 Penalty: 5305.791016
	Iteration 26Q: 3 clusters Score -5007601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5007597.500000 Penalty: 5305.791016
	Iteration 27Q: 3 clusters Score -5007598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5007601.000000 Penalty: 5305.791016
	Iteration 28Q: 3 clusters Score -5007601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5007605.000000 Penalty: 5305.791016
	Iteration 29Q: 3 clusters Score -5007605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5007601.000000 Penalty: 5305.791016
	Iteration 30Q: 3 clusters Score -5007601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5007601.000000 Penalty: 5305.791016
	Iteration 31F: 3 clusters Score -5007601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -140131.609375 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -140131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137988.781250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -137988.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -138377.546875 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -138377.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -138498.531250 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -138498.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -138565.937500 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -138565.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -138598.843750 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -138598.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138618.359375 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -138618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -138627.734375 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -138627.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138639.359375 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -138639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -138647.625000 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -138647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -138652.031250 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -138652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138658.703125 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -138658.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -138667.515625 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -138667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -138678.968750 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -138679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138701.687500 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -138701.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138715.578125 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -138715.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -138729.234375 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -138729.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138741.265625 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -138741.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -138761.390625 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -138761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138784.734375 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -138784.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -138799.593750 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -138799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -138814.890625 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -138814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -138856.187500 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -138856.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -138880.234375 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -138880.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -138892.593750 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -138892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -138901.000000 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -138901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -138915.437500 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -138915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -138924.656250 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -138924.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -138939.218750 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -138939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -138948.250000 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -138948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -138953.218750 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -138953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -138962.859375 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -138962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -138965.671875 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -138965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -138975.453125 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -138975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -138977.046875 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -138977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -138977.046875 Penalty: 3579.852051
	Iteration 34F: 3 clusters Score -138977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Entering Unmasked Estep 
Score: -2995987.750000 Penalty: 2528.452637
	Iteration 0F: 2 clusters Score -2995988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2977438.000000 Penalty: 5056.905273
	Iteration 0F: 3 clusters Score -2977438 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2984109.500000 Penalty: 5056.905273
	Iteration 1F: 3 clusters Score -2984110 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2984645.750000 Penalty: 5056.905273
	Iteration 2F: 3 clusters Score -2984646 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2985213.750000 Penalty: 5056.905273
	Iteration 3Q: 3 clusters Score -2985214 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2985996.500000 Penalty: 5056.905273
	Iteration 4F: 3 clusters Score -2985996 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2987017.000000 Penalty: 5056.905273
	Iteration 5F: 3 clusters Score -2987017 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2988431.500000 Penalty: 5056.905273
	Iteration 6F: 3 clusters Score -2988432 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2989935.500000 Penalty: 5056.905273
	Iteration 7F: 3 clusters Score -2989936 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2991215.000000 Penalty: 5056.905273
	Iteration 8F: 3 clusters Score -2991215 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2992190.250000 Penalty: 5056.905273
	Iteration 9F: 3 clusters Score -2992190 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2992985.500000 Penalty: 5056.905273
	Iteration 10Q: 3 clusters Score -2992986 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2993585.250000 Penalty: 5056.905273
	Iteration 11Q: 3 clusters Score -2993585 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2993985.000000 Penalty: 5056.905273
	Iteration 12Q: 3 clusters Score -2993985 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2994371.750000 Penalty: 5056.905273
	Iteration 13Q: 3 clusters Score -2994372 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2994741.750000 Penalty: 5056.905273
	Iteration 14Q: 3 clusters Score -2994742 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2995075.750000 Penalty: 5056.905273
	Iteration 15Q: 3 clusters Score -2995076 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2995410.000000 Penalty: 5056.905273
	Iteration 16Q: 3 clusters Score -2995410 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2995766.500000 Penalty: 5056.905273
	Iteration 17Q: 3 clusters Score -2995766 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2995935.500000 Penalty: 5056.905273
	Iteration 18Q: 3 clusters Score -2995936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2996001.500000 Penalty: 5056.905273
	Iteration 19Q: 3 clusters Score -2996002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2996027.250000 Penalty: 5056.905273
	Iteration 20F: 3 clusters Score -2996027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2996039.500000 Penalty: 5056.905273
	Iteration 21Q: 3 clusters Score -2996040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2996043.500000 Penalty: 5056.905273
	Iteration 22Q: 3 clusters Score -2996044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2996047.500000 Penalty: 5056.905273
	Iteration 23Q: 3 clusters Score -2996048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2996051.000000 Penalty: 5056.905273
	Iteration 24Q: 3 clusters Score -2996051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2996057.750000 Penalty: 5056.905273
	Iteration 25Q: 3 clusters Score -2996058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2996054.750000 Penalty: 5056.905273
	Iteration 26Q: 3 clusters Score -2996055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2996061.000000 Penalty: 5056.905273
	Iteration 27Q: 3 clusters Score -2996061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2996062.000000 Penalty: 5056.905273
	Iteration 28Q: 3 clusters Score -2996062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2996061.000000 Penalty: 5056.905273
	Iteration 29Q: 3 clusters Score -2996061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2996060.500000 Penalty: 5056.905273
	Iteration 30Q: 3 clusters Score -2996060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2996060.500000 Penalty: 5056.905273
	Iteration 31F: 3 clusters Score -2996060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 23269 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 97277 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 14182 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 111007 members 
Mstep: Class 30 contains 665 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 15199 members 
Mstep: Class 37 contains 6735 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 280 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 481 members 
Mstep: Class 45 contains 344405 members 
Mstep: Class 46 contains 3510 members 
Entering Unmasked Estep 
Score: -110928856.000000 Penalty: 157755.078125
Splitting cluster 16 changes total score from -110929856.000000 to -110928856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Entering Unmasked Estep 
Score: -1238795.250000 Penalty: 2316.071533
	Iteration 0F: 2 clusters Score -1238795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1230187.750000 Penalty: 4632.143066
	Iteration 0F: 3 clusters Score -1230188 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1232856.750000 Penalty: 4632.143066
	Iteration 1F: 3 clusters Score -1232857 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1233296.250000 Penalty: 4632.143066
	Iteration 2F: 3 clusters Score -1233296 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1233719.250000 Penalty: 4632.143066
	Iteration 3F: 3 clusters Score -1233719 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1234142.250000 Penalty: 4632.143066
	Iteration 4F: 3 clusters Score -1234142 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1234543.250000 Penalty: 4632.143066
	Iteration 5F: 3 clusters Score -1234543 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1234951.500000 Penalty: 4632.143066
	Iteration 6F: 3 clusters Score -1234952 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1235332.875000 Penalty: 4632.143066
	Iteration 7Q: 3 clusters Score -1235333 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1235682.625000 Penalty: 4632.143066
	Iteration 8Q: 3 clusters Score -1235683 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1235976.875000 Penalty: 4632.143066
	Iteration 9Q: 3 clusters Score -1235977 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1236196.125000 Penalty: 4632.143066
	Iteration 10Q: 3 clusters Score -1236196 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1236344.125000 Penalty: 4632.143066
	Iteration 11Q: 3 clusters Score -1236344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1236466.625000 Penalty: 4632.143066
	Iteration 12Q: 3 clusters Score -1236467 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1236550.875000 Penalty: 4632.143066
	Iteration 13Q: 3 clusters Score -1236551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1236614.250000 Penalty: 4632.143066
	Iteration 14Q: 3 clusters Score -1236614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1236653.000000 Penalty: 4632.143066
	Iteration 15Q: 3 clusters Score -1236653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1236687.500000 Penalty: 4632.143066
	Iteration 16Q: 3 clusters Score -1236688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1236717.125000 Penalty: 4632.143066
	Iteration 17Q: 3 clusters Score -1236717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1236744.750000 Penalty: 4632.143066
	Iteration 18Q: 3 clusters Score -1236745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1236769.375000 Penalty: 4632.143066
	Iteration 19Q: 3 clusters Score -1236769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1236790.500000 Penalty: 4632.143066
	Iteration 20F: 3 clusters Score -1236790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1236805.250000 Penalty: 4632.143066
	Iteration 21Q: 3 clusters Score -1236805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1236814.875000 Penalty: 4632.143066
	Iteration 22Q: 3 clusters Score -1236815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1236836.000000 Penalty: 4632.143066
	Iteration 23Q: 3 clusters Score -1236836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1236847.625000 Penalty: 4632.143066
	Iteration 24Q: 3 clusters Score -1236848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1236859.000000 Penalty: 4632.143066
	Iteration 25Q: 3 clusters Score -1236859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1236870.500000 Penalty: 4632.143066
	Iteration 26Q: 3 clusters Score -1236870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1236880.625000 Penalty: 4632.143066
	Iteration 27Q: 3 clusters Score -1236881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1236890.375000 Penalty: 4632.143066
	Iteration 28Q: 3 clusters Score -1236890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1236894.625000 Penalty: 4632.143066
	Iteration 29Q: 3 clusters Score -1236895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1236898.750000 Penalty: 4632.143066
	Iteration 30Q: 3 clusters Score -1236899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1236902.750000 Penalty: 4632.143066
	Iteration 31Q: 3 clusters Score -1236903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1236903.625000 Penalty: 4632.143066
	Iteration 32Q: 3 clusters Score -1236904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1236905.375000 Penalty: 4632.143066
	Iteration 33Q: 3 clusters Score -1236905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1236908.375000 Penalty: 4632.143066
	Iteration 34Q: 3 clusters Score -1236908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1236913.125000 Penalty: 4632.143066
	Iteration 35Q: 3 clusters Score -1236913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1236917.000000 Penalty: 4632.143066
	Iteration 36Q: 3 clusters Score -1236917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1236916.750000 Penalty: 4632.143066
	Iteration 37Q: 3 clusters Score -1236917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1236918.125000 Penalty: 4632.143066
	Iteration 38Q: 3 clusters Score -1236918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1236918.000000 Penalty: 4632.143066
	Iteration 39Q: 3 clusters Score -1236918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1236919.750000 Penalty: 4632.143066
	Iteration 40F: 3 clusters Score -1236920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1236921.625000 Penalty: 4632.143066
	Iteration 41Q: 3 clusters Score -1236922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1236920.625000 Penalty: 4632.143066
	Iteration 42Q: 3 clusters Score -1236921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1236922.250000 Penalty: 4632.143066
	Iteration 43Q: 3 clusters Score -1236922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1236925.500000 Penalty: 4632.143066
	Iteration 44Q: 3 clusters Score -1236926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1236927.250000 Penalty: 4632.143066
	Iteration 45Q: 3 clusters Score -1236927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1236927.125000 Penalty: 4632.143066
	Iteration 46Q: 3 clusters Score -1236927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1236930.750000 Penalty: 4632.143066
	Iteration 47Q: 3 clusters Score -1236931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1236930.250000 Penalty: 4632.143066
	Iteration 48Q: 3 clusters Score -1236930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1236930.875000 Penalty: 4632.143066
	Iteration 49Q: 3 clusters Score -1236931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1236931.375000 Penalty: 4632.143066
	Iteration 50Q: 3 clusters Score -1236931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1236931.375000 Penalty: 4632.143066
	Iteration 51F: 3 clusters Score -1236931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -16452.562500 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -16452.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15370.394531 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -15370.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15431.683594 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -15431.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15445.736328 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -15445.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15452.315430 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -15452.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15460.950195 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -15460.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15460.950195 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -15460.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -1097807.000000 Penalty: 2280.919189
	Iteration 0F: 2 clusters Score -1097807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1090215.625000 Penalty: 4561.838379
	Iteration 0F: 3 clusters Score -1090216 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1092351.500000 Penalty: 4561.838379
	Iteration 1F: 3 clusters Score -1092352 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1092620.000000 Penalty: 4561.838379
	Iteration 2F: 3 clusters Score -1092620 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1092810.125000 Penalty: 4561.838379
	Iteration 3Q: 3 clusters Score -1092810 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1092955.375000 Penalty: 4561.838379
	Iteration 4Q: 3 clusters Score -1092955 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1093091.250000 Penalty: 4561.838379
	Iteration 5Q: 3 clusters Score -1093091 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1093265.250000 Penalty: 4561.838379
	Iteration 6Q: 3 clusters Score -1093265 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1093443.500000 Penalty: 4561.838379
	Iteration 7Q: 3 clusters Score -1093444 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1093630.875000 Penalty: 4561.838379
	Iteration 8Q: 3 clusters Score -1093631 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1093819.250000 Penalty: 4561.838379
	Iteration 9Q: 3 clusters Score -1093819 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1094015.125000 Penalty: 4561.838379
	Iteration 10Q: 3 clusters Score -1094015 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1094233.125000 Penalty: 4561.838379
	Iteration 11Q: 3 clusters Score -1094233 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1094476.000000 Penalty: 4561.838379
	Iteration 12Q: 3 clusters Score -1094476 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1094727.375000 Penalty: 4561.838379
	Iteration 13Q: 3 clusters Score -1094727 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1095024.500000 Penalty: 4561.838379
	Iteration 14Q: 3 clusters Score -1095024 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1095343.375000 Penalty: 4561.838379
	Iteration 15Q: 3 clusters Score -1095343 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1095653.500000 Penalty: 4561.838379
	Iteration 16Q: 3 clusters Score -1095654 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1095977.000000 Penalty: 4561.838379
	Iteration 17Q: 3 clusters Score -1095977 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1096289.000000 Penalty: 4561.838379
	Iteration 18Q: 3 clusters Score -1096289 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1096474.875000 Penalty: 4561.838379
	Iteration 19Q: 3 clusters Score -1096475 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1096583.125000 Penalty: 4561.838379
	Iteration 20F: 3 clusters Score -1096583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1096624.125000 Penalty: 4561.838379
	Iteration 21Q: 3 clusters Score -1096624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1096654.750000 Penalty: 4561.838379
	Iteration 22Q: 3 clusters Score -1096655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1096671.875000 Penalty: 4561.838379
	Iteration 23Q: 3 clusters Score -1096672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1096681.125000 Penalty: 4561.838379
	Iteration 24Q: 3 clusters Score -1096681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1096688.375000 Penalty: 4561.838379
	Iteration 25Q: 3 clusters Score -1096688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1096692.750000 Penalty: 4561.838379
	Iteration 26Q: 3 clusters Score -1096693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1096695.125000 Penalty: 4561.838379
	Iteration 27Q: 3 clusters Score -1096695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1096698.000000 Penalty: 4561.838379
	Iteration 28Q: 3 clusters Score -1096698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1096699.625000 Penalty: 4561.838379
	Iteration 29Q: 3 clusters Score -1096700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1096701.750000 Penalty: 4561.838379
	Iteration 30Q: 3 clusters Score -1096702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1096703.625000 Penalty: 4561.838379
	Iteration 31Q: 3 clusters Score -1096704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1096705.875000 Penalty: 4561.838379
	Iteration 32Q: 3 clusters Score -1096706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1096704.625000 Penalty: 4561.838379
	Iteration 33Q: 3 clusters Score -1096705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1096704.625000 Penalty: 4561.838379
	Iteration 34F: 3 clusters Score -1096705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Entering Unmasked Estep 
Score: -11020828.000000 Penalty: 2848.358887
	Iteration 0F: 2 clusters Score -1.102083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -10955815.000000 Penalty: 5696.717773
	Iteration 0F: 3 clusters Score -1.095582e+07 nChanged 46025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -10981857.000000 Penalty: 5696.717773
	Iteration 1F: 3 clusters Score -1.098186e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -10982771.000000 Penalty: 5696.717773
	Iteration 2Q: 3 clusters Score -1.098277e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -10984104.000000 Penalty: 5696.717773
	Iteration 3Q: 3 clusters Score -1.09841e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -10986351.000000 Penalty: 5696.717773
	Iteration 4Q: 3 clusters Score -1.098635e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -10989898.000000 Penalty: 5696.717773
	Iteration 5F: 3 clusters Score -1.09899e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -10995692.000000 Penalty: 5696.717773
	Iteration 6F: 3 clusters Score -1.099569e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -11003509.000000 Penalty: 5696.717773
	Iteration 7F: 3 clusters Score -1.100351e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -11010758.000000 Penalty: 5696.717773
	Iteration 8F: 3 clusters Score -1.101076e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -11015362.000000 Penalty: 5696.717773
	Iteration 9Q: 3 clusters Score -1.101536e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -11017394.000000 Penalty: 5696.717773
	Iteration 10Q: 3 clusters Score -1.101739e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -11017959.000000 Penalty: 5696.717773
	Iteration 11Q: 3 clusters Score -1.101796e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -11018127.000000 Penalty: 5696.717773
	Iteration 12Q: 3 clusters Score -1.101813e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -11018227.000000 Penalty: 5696.717773
	Iteration 13Q: 3 clusters Score -1.101823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -11018256.000000 Penalty: 5696.717773
	Iteration 14Q: 3 clusters Score -1.101826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -11018280.000000 Penalty: 5696.717773
	Iteration 15Q: 3 clusters Score -1.101828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -11018282.000000 Penalty: 5696.717773
	Iteration 16Q: 3 clusters Score -1.101828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -11018296.000000 Penalty: 5696.717773
	Iteration 17Q: 3 clusters Score -1.10183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -11018295.000000 Penalty: 5696.717773
	Iteration 18Q: 3 clusters Score -1.10183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -11018295.000000 Penalty: 5696.717773
	Iteration 19Q: 3 clusters Score -1.10183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -11018295.000000 Penalty: 5696.717773
	Iteration 20F: 3 clusters Score -1.10183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -208792.437500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -208792.4 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 896 members 
Entering Unmasked Estep 
Score: -206285.781250 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -206285.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206688.312500 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -206688.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206788.234375 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -206788.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206842.656250 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -206842.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -206879.015625 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -206879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206904.250000 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -206904.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -206913.796875 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -206913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206920.171875 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -206920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206926.546875 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -206926.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206934.218750 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -206934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -206942.343750 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -206942.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -206951.781250 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -206951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -206960.625000 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -206960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206966.906250 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -206966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206973.578125 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -206973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206976.125000 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -206976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -206978.718750 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -206978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206980.203125 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -206980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206980.703125 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -206980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206980.703125 Penalty: 3729.229248
	Iteration 19F: 3 clusters Score -206980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Entering Unmasked Estep 
Score: -3029701.000000 Penalty: 2524.692139
	Iteration 0F: 2 clusters Score -3029701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3011516.000000 Penalty: 5049.384277
	Iteration 0F: 3 clusters Score -3011516 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3017711.250000 Penalty: 5049.384277
	Iteration 1F: 3 clusters Score -3017711 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3018078.750000 Penalty: 5049.384277
	Iteration 2Q: 3 clusters Score -3018079 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3018432.500000 Penalty: 5049.384277
	Iteration 3Q: 3 clusters Score -3018432 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3018796.500000 Penalty: 5049.384277
	Iteration 4Q: 3 clusters Score -3018796 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3019159.500000 Penalty: 5049.384277
	Iteration 5Q: 3 clusters Score -3019160 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3019575.250000 Penalty: 5049.384277
	Iteration 6Q: 3 clusters Score -3019575 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3020109.750000 Penalty: 5049.384277
	Iteration 7Q: 3 clusters Score -3020110 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3020851.250000 Penalty: 5049.384277
	Iteration 8F: 3 clusters Score -3020851 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3021928.250000 Penalty: 5049.384277
	Iteration 9F: 3 clusters Score -3021928 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3023200.750000 Penalty: 5049.384277
	Iteration 10F: 3 clusters Score -3023201 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3024489.250000 Penalty: 5049.384277
	Iteration 11F: 3 clusters Score -3024489 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3025488.250000 Penalty: 5049.384277
	Iteration 12Q: 3 clusters Score -3025488 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3026228.750000 Penalty: 5049.384277
	Iteration 13Q: 3 clusters Score -3026229 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3026738.250000 Penalty: 5049.384277
	Iteration 14Q: 3 clusters Score -3026738 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3027019.000000 Penalty: 5049.384277
	Iteration 15Q: 3 clusters Score -3027019 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3027212.000000 Penalty: 5049.384277
	Iteration 16Q: 3 clusters Score -3027212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3027326.250000 Penalty: 5049.384277
	Iteration 17Q: 3 clusters Score -3027326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3027419.000000 Penalty: 5049.384277
	Iteration 18Q: 3 clusters Score -3027419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3027473.000000 Penalty: 5049.384277
	Iteration 19Q: 3 clusters Score -3027473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3027524.000000 Penalty: 5049.384277
	Iteration 20F: 3 clusters Score -3027524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3027566.500000 Penalty: 5049.384277
	Iteration 21Q: 3 clusters Score -3027566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3027578.250000 Penalty: 5049.384277
	Iteration 22Q: 3 clusters Score -3027578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3027582.500000 Penalty: 5049.384277
	Iteration 23Q: 3 clusters Score -3027582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3027585.000000 Penalty: 5049.384277
	Iteration 24Q: 3 clusters Score -3027585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3027595.250000 Penalty: 5049.384277
	Iteration 25Q: 3 clusters Score -3027595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3027605.750000 Penalty: 5049.384277
	Iteration 26Q: 3 clusters Score -3027606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3027612.000000 Penalty: 5049.384277
	Iteration 27Q: 3 clusters Score -3027612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3027617.000000 Penalty: 5049.384277
	Iteration 28Q: 3 clusters Score -3027617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3027616.000000 Penalty: 5049.384277
	Iteration 29Q: 3 clusters Score -3027616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3027620.250000 Penalty: 5049.384277
	Iteration 30Q: 3 clusters Score -3027620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3027624.000000 Penalty: 5049.384277
	Iteration 31Q: 3 clusters Score -3027624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3027626.500000 Penalty: 5049.384277
	Iteration 32Q: 3 clusters Score -3027626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3027627.250000 Penalty: 5049.384277
	Iteration 33Q: 3 clusters Score -3027627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3027630.250000 Penalty: 5049.384277
	Iteration 34Q: 3 clusters Score -3027630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3027630.000000 Penalty: 5049.384277
	Iteration 35Q: 3 clusters Score -3027630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3027627.250000 Penalty: 5049.384277
	Iteration 36Q: 3 clusters Score -3027627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3027629.000000 Penalty: 5049.384277
	Iteration 37Q: 3 clusters Score -3027629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3027632.000000 Penalty: 5049.384277
	Iteration 38Q: 3 clusters Score -3027632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3027631.750000 Penalty: 5049.384277
	Iteration 39Q: 3 clusters Score -3027632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3027636.250000 Penalty: 5049.384277
	Iteration 40F: 3 clusters Score -3027636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3027638.000000 Penalty: 5049.384277
	Iteration 41Q: 3 clusters Score -3027638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3027642.250000 Penalty: 5049.384277
	Iteration 42Q: 3 clusters Score -3027642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3027644.750000 Penalty: 5049.384277
	Iteration 43Q: 3 clusters Score -3027645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3027644.750000 Penalty: 5049.384277
	Iteration 44F: 3 clusters Score -3027645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Entering Unmasked Estep 
Score: -2678738.000000 Penalty: 2493.214844
	Iteration 0F: 2 clusters Score -2678738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2662510.500000 Penalty: 4986.429688
	Iteration 0F: 3 clusters Score -2662510 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2668036.500000 Penalty: 4986.429688
	Iteration 1F: 3 clusters Score -2668036 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2668412.000000 Penalty: 4986.429688
	Iteration 2Q: 3 clusters Score -2668412 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2668699.750000 Penalty: 4986.429688
	Iteration 3Q: 3 clusters Score -2668700 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2668929.250000 Penalty: 4986.429688
	Iteration 4Q: 3 clusters Score -2668929 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2669142.250000 Penalty: 4986.429688
	Iteration 5Q: 3 clusters Score -2669142 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2669407.250000 Penalty: 4986.429688
	Iteration 6Q: 3 clusters Score -2669407 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2669678.750000 Penalty: 4986.429688
	Iteration 7Q: 3 clusters Score -2669679 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2669983.000000 Penalty: 4986.429688
	Iteration 8Q: 3 clusters Score -2669983 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2670406.750000 Penalty: 4986.429688
	Iteration 9Q: 3 clusters Score -2670407 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2670936.750000 Penalty: 4986.429688
	Iteration 10Q: 3 clusters Score -2670937 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2671694.250000 Penalty: 4986.429688
	Iteration 11Q: 3 clusters Score -2671694 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2672634.000000 Penalty: 4986.429688
	Iteration 12F: 3 clusters Score -2672634 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2673589.750000 Penalty: 4986.429688
	Iteration 13F: 3 clusters Score -2673590 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2674382.000000 Penalty: 4986.429688
	Iteration 14Q: 3 clusters Score -2674382 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2674917.750000 Penalty: 4986.429688
	Iteration 15Q: 3 clusters Score -2674918 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2675235.250000 Penalty: 4986.429688
	Iteration 16Q: 3 clusters Score -2675235 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2675426.750000 Penalty: 4986.429688
	Iteration 17Q: 3 clusters Score -2675427 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2675572.750000 Penalty: 4986.429688
	Iteration 18Q: 3 clusters Score -2675573 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2675704.000000 Penalty: 4986.429688
	Iteration 19Q: 3 clusters Score -2675704 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2675798.750000 Penalty: 4986.429688
	Iteration 20F: 3 clusters Score -2675799 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2675898.750000 Penalty: 4986.429688
	Iteration 21Q: 3 clusters Score -2675899 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2675974.750000 Penalty: 4986.429688
	Iteration 22Q: 3 clusters Score -2675975 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2676035.250000 Penalty: 4986.429688
	Iteration 23Q: 3 clusters Score -2676035 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2676088.750000 Penalty: 4986.429688
	Iteration 24Q: 3 clusters Score -2676089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2676137.750000 Penalty: 4986.429688
	Iteration 25Q: 3 clusters Score -2676138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2676182.250000 Penalty: 4986.429688
	Iteration 26Q: 3 clusters Score -2676182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2676230.250000 Penalty: 4986.429688
	Iteration 27Q: 3 clusters Score -2676230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2676266.000000 Penalty: 4986.429688
	Iteration 28Q: 3 clusters Score -2676266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2676298.000000 Penalty: 4986.429688
	Iteration 29Q: 3 clusters Score -2676298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2676337.750000 Penalty: 4986.429688
	Iteration 30Q: 3 clusters Score -2676338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2676362.250000 Penalty: 4986.429688
	Iteration 31Q: 3 clusters Score -2676362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2676379.500000 Penalty: 4986.429688
	Iteration 32Q: 3 clusters Score -2676380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2676405.000000 Penalty: 4986.429688
	Iteration 33Q: 3 clusters Score -2676405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2676428.500000 Penalty: 4986.429688
	Iteration 34Q: 3 clusters Score -2676428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2676428.250000 Penalty: 4986.429688
	Iteration 35Q: 3 clusters Score -2676428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2676444.500000 Penalty: 4986.429688
	Iteration 36Q: 3 clusters Score -2676444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2676450.500000 Penalty: 4986.429688
	Iteration 37Q: 3 clusters Score -2676450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2676465.000000 Penalty: 4986.429688
	Iteration 38Q: 3 clusters Score -2676465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2676477.000000 Penalty: 4986.429688
	Iteration 39Q: 3 clusters Score -2676477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2676490.250000 Penalty: 4986.429688
	Iteration 40F: 3 clusters Score -2676490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2676499.750000 Penalty: 4986.429688
	Iteration 41Q: 3 clusters Score -2676500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2676502.250000 Penalty: 4986.429688
	Iteration 42Q: 3 clusters Score -2676502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2676511.750000 Penalty: 4986.429688
	Iteration 43Q: 3 clusters Score -2676512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2676515.500000 Penalty: 4986.429688
	Iteration 44Q: 3 clusters Score -2676516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2676520.750000 Penalty: 4986.429688
	Iteration 45Q: 3 clusters Score -2676521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2676524.750000 Penalty: 4986.429688
	Iteration 46Q: 3 clusters Score -2676525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2676527.500000 Penalty: 4986.429688
	Iteration 47Q: 3 clusters Score -2676528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2676530.750000 Penalty: 4986.429688
	Iteration 48Q: 3 clusters Score -2676531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2676534.250000 Penalty: 4986.429688
	Iteration 49Q: 3 clusters Score -2676534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2676533.500000 Penalty: 4986.429688
	Iteration 50Q: 3 clusters Score -2676534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2676538.250000 Penalty: 4986.429688
	Iteration 51Q: 3 clusters Score -2676538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2676539.250000 Penalty: 4986.429688
	Iteration 52Q: 3 clusters Score -2676539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2676543.000000 Penalty: 4986.429688
	Iteration 53Q: 3 clusters Score -2676543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2676541.750000 Penalty: 4986.429688
	Iteration 54Q: 3 clusters Score -2676542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2676544.500000 Penalty: 4986.429688
	Iteration 55Q: 3 clusters Score -2676544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2676545.750000 Penalty: 4986.429688
	Iteration 56Q: 3 clusters Score -2676546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2676544.000000 Penalty: 4986.429688
	Iteration 57Q: 3 clusters Score -2676544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2676552.500000 Penalty: 4986.429688
	Iteration 58Q: 3 clusters Score -2676552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2676557.250000 Penalty: 4986.429688
	Iteration 59Q: 3 clusters Score -2676557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2676557.750000 Penalty: 4986.429688
	Iteration 60F: 3 clusters Score -2676558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2676554.500000 Penalty: 4986.429688
	Iteration 61Q: 3 clusters Score -2676554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2676558.000000 Penalty: 4986.429688
	Iteration 62Q: 3 clusters Score -2676558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2676558.000000 Penalty: 4986.429688
	Iteration 63F: 3 clusters Score -2676558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Entering Unmasked Estep 
Score: -3717110.250000 Penalty: 2601.498291
	Iteration 0F: 2 clusters Score -3717110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3692663.250000 Penalty: 5202.996582
	Iteration 0F: 3 clusters Score -3692663 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3701812.500000 Penalty: 5202.996582
	Iteration 1F: 3 clusters Score -3701812 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3702690.750000 Penalty: 5202.996582
	Iteration 2F: 3 clusters Score -3702691 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3703663.250000 Penalty: 5202.996582
	Iteration 3F: 3 clusters Score -3703663 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3704774.250000 Penalty: 5202.996582
	Iteration 4F: 3 clusters Score -3704774 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3705943.000000 Penalty: 5202.996582
	Iteration 5F: 3 clusters Score -3705943 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3707208.000000 Penalty: 5202.996582
	Iteration 6F: 3 clusters Score -3707208 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3708456.500000 Penalty: 5202.996582
	Iteration 7F: 3 clusters Score -3708456 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3709615.750000 Penalty: 5202.996582
	Iteration 8Q: 3 clusters Score -3709616 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3710622.000000 Penalty: 5202.996582
	Iteration 9Q: 3 clusters Score -3710622 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3711308.500000 Penalty: 5202.996582
	Iteration 10Q: 3 clusters Score -3711308 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3711786.750000 Penalty: 5202.996582
	Iteration 11Q: 3 clusters Score -3711787 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3712150.500000 Penalty: 5202.996582
	Iteration 12Q: 3 clusters Score -3712150 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3712390.250000 Penalty: 5202.996582
	Iteration 13Q: 3 clusters Score -3712390 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3712597.750000 Penalty: 5202.996582
	Iteration 14Q: 3 clusters Score -3712598 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3712783.000000 Penalty: 5202.996582
	Iteration 15Q: 3 clusters Score -3712783 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3712956.750000 Penalty: 5202.996582
	Iteration 16Q: 3 clusters Score -3712957 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3713103.250000 Penalty: 5202.996582
	Iteration 17Q: 3 clusters Score -3713103 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3713237.500000 Penalty: 5202.996582
	Iteration 18Q: 3 clusters Score -3713238 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3713356.250000 Penalty: 5202.996582
	Iteration 19Q: 3 clusters Score -3713356 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3713474.750000 Penalty: 5202.996582
	Iteration 20F: 3 clusters Score -3713475 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3713592.000000 Penalty: 5202.996582
	Iteration 21Q: 3 clusters Score -3713592 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3713708.500000 Penalty: 5202.996582
	Iteration 22Q: 3 clusters Score -3713708 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3713808.000000 Penalty: 5202.996582
	Iteration 23Q: 3 clusters Score -3713808 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3713922.750000 Penalty: 5202.996582
	Iteration 24Q: 3 clusters Score -3713923 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3714093.500000 Penalty: 5202.996582
	Iteration 25Q: 3 clusters Score -3714094 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3714450.500000 Penalty: 5202.996582
	Iteration 26Q: 3 clusters Score -3714450 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3715235.250000 Penalty: 5202.996582
	Iteration 27Q: 3 clusters Score -3715235 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3716288.250000 Penalty: 5202.996582
	Iteration 28Q: 3 clusters Score -3716288 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3716732.000000 Penalty: 5202.996582
	Iteration 29Q: 3 clusters Score -3716732 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3716845.500000 Penalty: 5202.996582
	Iteration 30Q: 3 clusters Score -3716846 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3716871.250000 Penalty: 5202.996582
	Iteration 31Q: 3 clusters Score -3716871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3716891.250000 Penalty: 5202.996582
	Iteration 32Q: 3 clusters Score -3716891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3716893.750000 Penalty: 5202.996582
	Iteration 33Q: 3 clusters Score -3716894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3716894.500000 Penalty: 5202.996582
	Iteration 34Q: 3 clusters Score -3716894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3716894.500000 Penalty: 5202.996582
	Iteration 35Q: 3 clusters Score -3716894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3716898.750000 Penalty: 5202.996582
	Iteration 36Q: 3 clusters Score -3716899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3716895.750000 Penalty: 5202.996582
	Iteration 37Q: 3 clusters Score -3716896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3716894.500000 Penalty: 5202.996582
	Iteration 38Q: 3 clusters Score -3716894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3716897.250000 Penalty: 5202.996582
	Iteration 39Q: 3 clusters Score -3716897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3716898.500000 Penalty: 5202.996582
	Iteration 40F: 3 clusters Score -3716898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3716893.250000 Penalty: 5202.996582
	Iteration 41Q: 3 clusters Score -3716893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3716892.000000 Penalty: 5202.996582
	Iteration 42Q: 3 clusters Score -3716892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3716890.250000 Penalty: 5202.996582
	Iteration 43Q: 3 clusters Score -3716890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3716895.000000 Penalty: 5202.996582
	Iteration 44Q: 3 clusters Score -3716895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3716892.750000 Penalty: 5202.996582
	Iteration 45Q: 3 clusters Score -3716893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3716892.750000 Penalty: 5202.996582
	Iteration 46F: 3 clusters Score -3716893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Entering Unmasked Estep 
Score: -1585403.375000 Penalty: 2370.812744
	Iteration 0F: 2 clusters Score -1585403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1574975.625000 Penalty: 4741.625488
	Iteration 0F: 3 clusters Score -1574976 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1578311.000000 Penalty: 4741.625488
	Iteration 1F: 3 clusters Score -1578311 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1578671.375000 Penalty: 4741.625488
	Iteration 2F: 3 clusters Score -1578671 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1578964.500000 Penalty: 4741.625488
	Iteration 3F: 3 clusters Score -1578964 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1579203.625000 Penalty: 4741.625488
	Iteration 4Q: 3 clusters Score -1579204 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1579391.125000 Penalty: 4741.625488
	Iteration 5Q: 3 clusters Score -1579391 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1579576.000000 Penalty: 4741.625488
	Iteration 6Q: 3 clusters Score -1579576 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1579764.250000 Penalty: 4741.625488
	Iteration 7Q: 3 clusters Score -1579764 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1579994.500000 Penalty: 4741.625488
	Iteration 8Q: 3 clusters Score -1579994 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1580292.500000 Penalty: 4741.625488
	Iteration 9Q: 3 clusters Score -1580292 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1580673.000000 Penalty: 4741.625488
	Iteration 10Q: 3 clusters Score -1580673 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1581137.250000 Penalty: 4741.625488
	Iteration 11Q: 3 clusters Score -1581137 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1581704.375000 Penalty: 4741.625488
	Iteration 12Q: 3 clusters Score -1581704 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1582254.375000 Penalty: 4741.625488
	Iteration 13Q: 3 clusters Score -1582254 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1582653.750000 Penalty: 4741.625488
	Iteration 14Q: 3 clusters Score -1582654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1582898.875000 Penalty: 4741.625488
	Iteration 15Q: 3 clusters Score -1582899 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1583046.250000 Penalty: 4741.625488
	Iteration 16Q: 3 clusters Score -1583046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1583140.625000 Penalty: 4741.625488
	Iteration 17Q: 3 clusters Score -1583141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1583208.875000 Penalty: 4741.625488
	Iteration 18Q: 3 clusters Score -1583209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1583254.875000 Penalty: 4741.625488
	Iteration 19Q: 3 clusters Score -1583255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1583274.875000 Penalty: 4741.625488
	Iteration 20F: 3 clusters Score -1583275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1583295.500000 Penalty: 4741.625488
	Iteration 21Q: 3 clusters Score -1583296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1583314.125000 Penalty: 4741.625488
	Iteration 22Q: 3 clusters Score -1583314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1583332.500000 Penalty: 4741.625488
	Iteration 23Q: 3 clusters Score -1583332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1583338.500000 Penalty: 4741.625488
	Iteration 24Q: 3 clusters Score -1583338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1583350.000000 Penalty: 4741.625488
	Iteration 25Q: 3 clusters Score -1583350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1583352.500000 Penalty: 4741.625488
	Iteration 26Q: 3 clusters Score -1583352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1583357.500000 Penalty: 4741.625488
	Iteration 27Q: 3 clusters Score -1583358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1583357.500000 Penalty: 4741.625488
	Iteration 28Q: 3 clusters Score -1583358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1583360.250000 Penalty: 4741.625488
	Iteration 29Q: 3 clusters Score -1583360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1583362.000000 Penalty: 4741.625488
	Iteration 30Q: 3 clusters Score -1583362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1583362.000000 Penalty: 4741.625488
	Iteration 31F: 3 clusters Score -1583362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -230402.937500 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -230402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -227729.421875 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -227729.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -228193.375000 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -228193.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -228312.156250 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -228312.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -228374.656250 Penalty: 3799.183105
	Iteration 3Q: 3 clusters Score -228374.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -228418.046875 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -228418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -228455.593750 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -228455.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228487.609375 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -228487.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -228512.812500 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -228512.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228532.734375 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -228532.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228550.843750 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -228550.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -228563.875000 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -228563.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228575.812500 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -228575.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -228586.203125 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -228586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228592.125000 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -228592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -228613.406250 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -228613.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228628.906250 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -228628.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228635.406250 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -228635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -228639.812500 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -228639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228643.609375 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -228643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228645.468750 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -228645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228646.703125 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -228646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -228647.687500 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -228647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228649.750000 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -228649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -228652.031250 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -228652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -228653.031250 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -228653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228656.109375 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -228656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -228657.953125 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -228658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228659.328125 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -228659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -228660.625000 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -228660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228661.218750 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -228661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -228661.515625 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -228661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228661.703125 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -228661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228661.703125 Penalty: 3799.183105
	Iteration 32F: 3 clusters Score -228661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Entering Unmasked Estep 
Score: -1839213.250000 Penalty: 2402.301270
	Iteration 0F: 2 clusters Score -1839213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1827648.500000 Penalty: 4804.602539
	Iteration 0F: 3 clusters Score -1827648 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1831416.750000 Penalty: 4804.602539
	Iteration 1F: 3 clusters Score -1831417 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1831777.500000 Penalty: 4804.602539
	Iteration 2F: 3 clusters Score -1831778 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1832054.500000 Penalty: 4804.602539
	Iteration 3Q: 3 clusters Score -1832054 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1832349.000000 Penalty: 4804.602539
	Iteration 4Q: 3 clusters Score -1832349 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1832671.375000 Penalty: 4804.602539
	Iteration 5Q: 3 clusters Score -1832671 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1833034.250000 Penalty: 4804.602539
	Iteration 6Q: 3 clusters Score -1833034 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1833475.000000 Penalty: 4804.602539
	Iteration 7Q: 3 clusters Score -1833475 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1833953.375000 Penalty: 4804.602539
	Iteration 8Q: 3 clusters Score -1833953 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1834463.375000 Penalty: 4804.602539
	Iteration 9Q: 3 clusters Score -1834463 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1834970.375000 Penalty: 4804.602539
	Iteration 10Q: 3 clusters Score -1834970 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1835491.500000 Penalty: 4804.602539
	Iteration 11Q: 3 clusters Score -1835492 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1835887.000000 Penalty: 4804.602539
	Iteration 12Q: 3 clusters Score -1835887 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1836199.000000 Penalty: 4804.602539
	Iteration 13Q: 3 clusters Score -1836199 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1836428.250000 Penalty: 4804.602539
	Iteration 14Q: 3 clusters Score -1836428 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1836594.250000 Penalty: 4804.602539
	Iteration 15Q: 3 clusters Score -1836594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1836705.000000 Penalty: 4804.602539
	Iteration 16Q: 3 clusters Score -1836705 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1836799.000000 Penalty: 4804.602539
	Iteration 17Q: 3 clusters Score -1836799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1836890.250000 Penalty: 4804.602539
	Iteration 18Q: 3 clusters Score -1836890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1836942.875000 Penalty: 4804.602539
	Iteration 19Q: 3 clusters Score -1836943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1836990.125000 Penalty: 4804.602539
	Iteration 20F: 3 clusters Score -1836990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1837030.500000 Penalty: 4804.602539
	Iteration 21Q: 3 clusters Score -1837030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1837069.875000 Penalty: 4804.602539
	Iteration 22Q: 3 clusters Score -1837070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1837099.875000 Penalty: 4804.602539
	Iteration 23Q: 3 clusters Score -1837100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1837113.625000 Penalty: 4804.602539
	Iteration 24Q: 3 clusters Score -1837114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1837131.000000 Penalty: 4804.602539
	Iteration 25Q: 3 clusters Score -1837131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1837142.250000 Penalty: 4804.602539
	Iteration 26Q: 3 clusters Score -1837142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1837152.125000 Penalty: 4804.602539
	Iteration 27Q: 3 clusters Score -1837152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1837162.500000 Penalty: 4804.602539
	Iteration 28Q: 3 clusters Score -1837162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1837172.125000 Penalty: 4804.602539
	Iteration 29Q: 3 clusters Score -1837172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1837179.125000 Penalty: 4804.602539
	Iteration 30Q: 3 clusters Score -1837179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1837188.500000 Penalty: 4804.602539
	Iteration 31Q: 3 clusters Score -1837188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1837193.875000 Penalty: 4804.602539
	Iteration 32Q: 3 clusters Score -1837194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1837195.625000 Penalty: 4804.602539
	Iteration 33Q: 3 clusters Score -1837196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1837200.875000 Penalty: 4804.602539
	Iteration 34Q: 3 clusters Score -1837201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1837207.625000 Penalty: 4804.602539
	Iteration 35Q: 3 clusters Score -1837208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1837210.500000 Penalty: 4804.602539
	Iteration 36Q: 3 clusters Score -1837210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1837220.000000 Penalty: 4804.602539
	Iteration 37Q: 3 clusters Score -1837220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1837228.125000 Penalty: 4804.602539
	Iteration 38Q: 3 clusters Score -1837228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1837234.000000 Penalty: 4804.602539
	Iteration 39Q: 3 clusters Score -1837234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1837235.375000 Penalty: 4804.602539
	Iteration 40F: 3 clusters Score -1837235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1837237.125000 Penalty: 4804.602539
	Iteration 41Q: 3 clusters Score -1837237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1837237.250000 Penalty: 4804.602539
	Iteration 42Q: 3 clusters Score -1837237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1837238.500000 Penalty: 4804.602539
	Iteration 43Q: 3 clusters Score -1837238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1837240.875000 Penalty: 4804.602539
	Iteration 44Q: 3 clusters Score -1837241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1837242.375000 Penalty: 4804.602539
	Iteration 45Q: 3 clusters Score -1837242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1837242.375000 Penalty: 4804.602539
	Iteration 46Q: 3 clusters Score -1837242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1837244.125000 Penalty: 4804.602539
	Iteration 47Q: 3 clusters Score -1837244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1837241.250000 Penalty: 4804.602539
	Iteration 48Q: 3 clusters Score -1837241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1837241.250000 Penalty: 4804.602539
	Iteration 49F: 3 clusters Score -1837241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -317738.093750 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -317738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -314604.406250 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -314604.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -315190.687500 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -315190.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -315344.218750 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -315344.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -315430.843750 Penalty: 3939.587891
	Iteration 3Q: 3 clusters Score -315430.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -315494.375000 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -315494.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315524.062500 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -315524.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315535.468750 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -315535.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -315545.000000 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -315545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -315551.093750 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -315551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -315556.437500 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -315556.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -315565.906250 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -315565.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315577.125000 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -315577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -315580.812500 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -315580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -315584.875000 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -315584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -315589.562500 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -315589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -315595.687500 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -315595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -315603.656250 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -315603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -315606.656250 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -315606.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -315612.843750 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -315612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -315617.125000 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -315617.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -315621.968750 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -315622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -315626.750000 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -315626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -315628.531250 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -315628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -315631.031250 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -315631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -315636.531250 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -315636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315636.531250 Penalty: 3939.587891
	Iteration 25Q: 3 clusters Score -315636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -315636.718750 Penalty: 3939.587891
	Iteration 26Q: 3 clusters Score -315636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315637.468750 Penalty: 3939.587891
	Iteration 27Q: 3 clusters Score -315637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315637.468750 Penalty: 3939.587891
	Iteration 28F: 3 clusters Score -315637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Entering Unmasked Estep 
Score: -12551396.000000 Penalty: 2881.102539
	Iteration 0F: 2 clusters Score -1.25514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -12477144.000000 Penalty: 5762.205078
	Iteration 0F: 3 clusters Score -1.247714e+07 nChanged 52716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -12506987.000000 Penalty: 5762.205078
	Iteration 1F: 3 clusters Score -1.250699e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -12507743.000000 Penalty: 5762.205078
	Iteration 2Q: 3 clusters Score -1.250774e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -12508602.000000 Penalty: 5762.205078
	Iteration 3Q: 3 clusters Score -1.25086e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -12509350.000000 Penalty: 5762.205078
	Iteration 4Q: 3 clusters Score -1.250935e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -12510342.000000 Penalty: 5762.205078
	Iteration 5Q: 3 clusters Score -1.251034e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -12511766.000000 Penalty: 5762.205078
	Iteration 6Q: 3 clusters Score -1.251177e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -12513542.000000 Penalty: 5762.205078
	Iteration 7Q: 3 clusters Score -1.251354e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -12515764.000000 Penalty: 5762.205078
	Iteration 8Q: 3 clusters Score -1.251576e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -12518117.000000 Penalty: 5762.205078
	Iteration 9F: 3 clusters Score -1.251812e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -12520411.000000 Penalty: 5762.205078
	Iteration 10Q: 3 clusters Score -1.252041e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -12522494.000000 Penalty: 5762.205078
	Iteration 11Q: 3 clusters Score -1.252249e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -12524085.000000 Penalty: 5762.205078
	Iteration 12Q: 3 clusters Score -1.252408e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -12525174.000000 Penalty: 5762.205078
	Iteration 13Q: 3 clusters Score -1.252517e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -12525890.000000 Penalty: 5762.205078
	Iteration 14Q: 3 clusters Score -1.252589e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -12526383.000000 Penalty: 5762.205078
	Iteration 15Q: 3 clusters Score -1.252638e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -12526798.000000 Penalty: 5762.205078
	Iteration 16Q: 3 clusters Score -1.25268e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -12527071.000000 Penalty: 5762.205078
	Iteration 17Q: 3 clusters Score -1.252707e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -12527360.000000 Penalty: 5762.205078
	Iteration 18Q: 3 clusters Score -1.252736e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -12527612.000000 Penalty: 5762.205078
	Iteration 19Q: 3 clusters Score -1.252761e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -12527906.000000 Penalty: 5762.205078
	Iteration 20F: 3 clusters Score -1.252791e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -12528441.000000 Penalty: 5762.205078
	Iteration 21Q: 3 clusters Score -1.252844e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -12528956.000000 Penalty: 5762.205078
	Iteration 22Q: 3 clusters Score -1.252896e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -12529777.000000 Penalty: 5762.205078
	Iteration 23Q: 3 clusters Score -1.252978e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -12530786.000000 Penalty: 5762.205078
	Iteration 24Q: 3 clusters Score -1.253079e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -12532145.000000 Penalty: 5762.205078
	Iteration 25Q: 3 clusters Score -1.253214e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -12533675.000000 Penalty: 5762.205078
	Iteration 26Q: 3 clusters Score -1.253368e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -12535505.000000 Penalty: 5762.205078
	Iteration 27Q: 3 clusters Score -1.25355e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -12537773.000000 Penalty: 5762.205078
	Iteration 28Q: 3 clusters Score -1.253777e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -12539983.000000 Penalty: 5762.205078
	Iteration 29Q: 3 clusters Score -1.253998e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -12542398.000000 Penalty: 5762.205078
	Iteration 30Q: 3 clusters Score -1.25424e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -12544720.000000 Penalty: 5762.205078
	Iteration 31Q: 3 clusters Score -1.254472e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -12546406.000000 Penalty: 5762.205078
	Iteration 32Q: 3 clusters Score -1.254641e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12547408.000000 Penalty: 5762.205078
	Iteration 33Q: 3 clusters Score -1.254741e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12548015.000000 Penalty: 5762.205078
	Iteration 34Q: 3 clusters Score -1.254802e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12548286.000000 Penalty: 5762.205078
	Iteration 35Q: 3 clusters Score -1.254829e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12548432.000000 Penalty: 5762.205078
	Iteration 36Q: 3 clusters Score -1.254843e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110335 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12548510.000000 Penalty: 5762.205078
	Iteration 37Q: 3 clusters Score -1.254851e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12548593.000000 Penalty: 5762.205078
	Iteration 38Q: 3 clusters Score -1.254859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12548626.000000 Penalty: 5762.205078
	Iteration 39Q: 3 clusters Score -1.254863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12548684.000000 Penalty: 5762.205078
	Iteration 40F: 3 clusters Score -1.254868e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12548708.000000 Penalty: 5762.205078
	Iteration 41Q: 3 clusters Score -1.254871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12548745.000000 Penalty: 5762.205078
	Iteration 42Q: 3 clusters Score -1.254874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12548797.000000 Penalty: 5762.205078
	Iteration 43Q: 3 clusters Score -1.25488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12548833.000000 Penalty: 5762.205078
	Iteration 44Q: 3 clusters Score -1.254883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12548855.000000 Penalty: 5762.205078
	Iteration 45Q: 3 clusters Score -1.254886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110584 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12548860.000000 Penalty: 5762.205078
	Iteration 46Q: 3 clusters Score -1.254886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12548857.000000 Penalty: 5762.205078
	Iteration 47Q: 3 clusters Score -1.254886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12548866.000000 Penalty: 5762.205078
	Iteration 48Q: 3 clusters Score -1.254887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12548866.000000 Penalty: 5762.205078
	Iteration 49F: 3 clusters Score -1.254887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -61797.691406 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -61797.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60148.546875 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -60148.55 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60523.671875 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -60523.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60707.871094 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -60707.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60845.039062 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -60845.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60972.437500 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -60972.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61138.515625 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -61138.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61314.695312 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -61314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61516.222656 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -61516.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61608.941406 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -61608.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61710.382812 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -61710.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61734.019531 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -61734.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61743.796875 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -61743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61746.859375 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -61746.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61748.921875 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -61748.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61750.859375 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -61750.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61750.859375 Penalty: 3223.894287
	Iteration 15F: 3 clusters Score -61750.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -951300.062500 Penalty: 2247.106201
	Iteration 0F: 2 clusters Score -951300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -944491.437500 Penalty: 4494.212402
	Iteration 0F: 3 clusters Score -944491.4 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -946409.000000 Penalty: 4494.212402
	Iteration 1F: 3 clusters Score -946409 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -946734.687500 Penalty: 4494.212402
	Iteration 2F: 3 clusters Score -946734.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -946974.312500 Penalty: 4494.212402
	Iteration 3F: 3 clusters Score -946974.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -947181.062500 Penalty: 4494.212402
	Iteration 4Q: 3 clusters Score -947181.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -947359.312500 Penalty: 4494.212402
	Iteration 5Q: 3 clusters Score -947359.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -947557.937500 Penalty: 4494.212402
	Iteration 6Q: 3 clusters Score -947557.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -947756.812500 Penalty: 4494.212402
	Iteration 7Q: 3 clusters Score -947756.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -947979.812500 Penalty: 4494.212402
	Iteration 8Q: 3 clusters Score -947979.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -948235.812500 Penalty: 4494.212402
	Iteration 9Q: 3 clusters Score -948235.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -948537.312500 Penalty: 4494.212402
	Iteration 10Q: 3 clusters Score -948537.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -948857.312500 Penalty: 4494.212402
	Iteration 11Q: 3 clusters Score -948857.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -949134.062500 Penalty: 4494.212402
	Iteration 12Q: 3 clusters Score -949134.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -949371.062500 Penalty: 4494.212402
	Iteration 13Q: 3 clusters Score -949371.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -949584.125000 Penalty: 4494.212402
	Iteration 14Q: 3 clusters Score -949584.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -949780.375000 Penalty: 4494.212402
	Iteration 15Q: 3 clusters Score -949780.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -949913.875000 Penalty: 4494.212402
	Iteration 16Q: 3 clusters Score -949913.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -949981.687500 Penalty: 4494.212402
	Iteration 17Q: 3 clusters Score -949981.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -950014.500000 Penalty: 4494.212402
	Iteration 18Q: 3 clusters Score -950014.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -950031.625000 Penalty: 4494.212402
	Iteration 19Q: 3 clusters Score -950031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -950044.562500 Penalty: 4494.212402
	Iteration 20F: 3 clusters Score -950044.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -950061.875000 Penalty: 4494.212402
	Iteration 21Q: 3 clusters Score -950061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -950075.062500 Penalty: 4494.212402
	Iteration 22Q: 3 clusters Score -950075.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -950086.375000 Penalty: 4494.212402
	Iteration 23Q: 3 clusters Score -950086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -950090.687500 Penalty: 4494.212402
	Iteration 24Q: 3 clusters Score -950090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -950095.687500 Penalty: 4494.212402
	Iteration 25Q: 3 clusters Score -950095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -950097.250000 Penalty: 4494.212402
	Iteration 26Q: 3 clusters Score -950097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -950097.187500 Penalty: 4494.212402
	Iteration 27Q: 3 clusters Score -950097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -950098.437500 Penalty: 4494.212402
	Iteration 28Q: 3 clusters Score -950098.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -950098.437500 Penalty: 4494.212402
	Iteration 29F: 3 clusters Score -950098.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -129580.687500 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -129580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127505.937500 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -127505.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127825.148438 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -127825.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127944.164062 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -127944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127988.570312 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -127988.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128016.531250 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -128016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128038.984375 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -128039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -128056.757812 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -128056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128066.312500 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -128066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -128074.289062 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -128074.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128090.312500 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -128090.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128103.812500 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -128103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128121.015625 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -128121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -128128.835938 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -128128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -128137.890625 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -128137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -128144.328125 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -128144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128150.328125 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -128150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -128158.382812 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -128158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128163.851562 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -128163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128168.468750 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -128168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128172.312500 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -128172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128175.585938 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -128175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -128178.570312 Penalty: 3503.696289
	Iteration 21Q: 3 clusters Score -128178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -128183.460938 Penalty: 3503.696289
	Iteration 22Q: 3 clusters Score -128183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -128186.726562 Penalty: 3503.696289
	Iteration 23Q: 3 clusters Score -128186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128190.226562 Penalty: 3503.696289
	Iteration 24Q: 3 clusters Score -128190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -128197.710938 Penalty: 3503.696289
	Iteration 25Q: 3 clusters Score -128197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -128200.929688 Penalty: 3503.696289
	Iteration 26Q: 3 clusters Score -128200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -128201.156250 Penalty: 3503.696289
	Iteration 27Q: 3 clusters Score -128201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -128201.156250 Penalty: 3503.696289
	Iteration 28F: 3 clusters Score -128201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -917674.687500 Penalty: 2225.673828
	Iteration 0F: 2 clusters Score -917674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -911295.437500 Penalty: 4451.347656
	Iteration 0F: 3 clusters Score -911295.4 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -913035.687500 Penalty: 4451.347656
	Iteration 1F: 3 clusters Score -913035.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -913352.437500 Penalty: 4451.347656
	Iteration 2F: 3 clusters Score -913352.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -913585.937500 Penalty: 4451.347656
	Iteration 3F: 3 clusters Score -913585.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -913753.625000 Penalty: 4451.347656
	Iteration 4Q: 3 clusters Score -913753.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -913873.187500 Penalty: 4451.347656
	Iteration 5Q: 3 clusters Score -913873.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -913992.250000 Penalty: 4451.347656
	Iteration 6Q: 3 clusters Score -913992.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -914106.375000 Penalty: 4451.347656
	Iteration 7Q: 3 clusters Score -914106.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -914244.625000 Penalty: 4451.347656
	Iteration 8Q: 3 clusters Score -914244.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -914400.750000 Penalty: 4451.347656
	Iteration 9Q: 3 clusters Score -914400.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -914569.625000 Penalty: 4451.347656
	Iteration 10Q: 3 clusters Score -914569.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -914755.250000 Penalty: 4451.347656
	Iteration 11Q: 3 clusters Score -914755.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -914931.562500 Penalty: 4451.347656
	Iteration 12Q: 3 clusters Score -914931.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -915078.000000 Penalty: 4451.347656
	Iteration 13Q: 3 clusters Score -915078 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -915211.500000 Penalty: 4451.347656
	Iteration 14Q: 3 clusters Score -915211.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -915341.562500 Penalty: 4451.347656
	Iteration 15Q: 3 clusters Score -915341.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -915451.437500 Penalty: 4451.347656
	Iteration 16Q: 3 clusters Score -915451.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -915522.062500 Penalty: 4451.347656
	Iteration 17Q: 3 clusters Score -915522.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -915576.250000 Penalty: 4451.347656
	Iteration 18Q: 3 clusters Score -915576.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -915612.625000 Penalty: 4451.347656
	Iteration 19Q: 3 clusters Score -915612.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -915634.000000 Penalty: 4451.347656
	Iteration 20F: 3 clusters Score -915634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -915648.062500 Penalty: 4451.347656
	Iteration 21Q: 3 clusters Score -915648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -915660.062500 Penalty: 4451.347656
	Iteration 22Q: 3 clusters Score -915660.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -915675.125000 Penalty: 4451.347656
	Iteration 23Q: 3 clusters Score -915675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -915683.500000 Penalty: 4451.347656
	Iteration 24Q: 3 clusters Score -915683.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -915690.687500 Penalty: 4451.347656
	Iteration 25Q: 3 clusters Score -915690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -915693.875000 Penalty: 4451.347656
	Iteration 26Q: 3 clusters Score -915693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -915700.937500 Penalty: 4451.347656
	Iteration 27Q: 3 clusters Score -915700.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -915704.625000 Penalty: 4451.347656
	Iteration 28Q: 3 clusters Score -915704.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -915709.625000 Penalty: 4451.347656
	Iteration 29Q: 3 clusters Score -915709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -915711.687500 Penalty: 4451.347656
	Iteration 30Q: 3 clusters Score -915711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -915714.562500 Penalty: 4451.347656
	Iteration 31Q: 3 clusters Score -915714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -915715.812500 Penalty: 4451.347656
	Iteration 32Q: 3 clusters Score -915715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -915715.812500 Penalty: 4451.347656
	Iteration 33F: 3 clusters Score -915715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -50754.136719 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -50754.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49243.003906 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49425.500000 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49425.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49490.375000 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -49490.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49513.429688 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -49513.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49527.222656 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -49527.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49533.742188 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -49533.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49539.144531 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -49539.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49548.062500 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -49548.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49549.304688 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -49549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49549.304688 Penalty: 3082.445557
	Iteration 9F: 3 clusters Score -49549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32925.535156 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32925.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31614.371094 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31614.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31776.685547 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31776.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31804.289062 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31804.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31819.705078 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31819.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31833.974609 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31833.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31844.609375 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31844.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31857.654297 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31857.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31861.123047 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31861.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31861.123047 Penalty: 2895.514160
	Iteration 8F: 3 clusters Score -31861.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Entering Unmasked Estep 
Score: -1741117.875000 Penalty: 2387.988037
	Iteration 0F: 2 clusters Score -1741118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1730204.125000 Penalty: 4775.976074
	Iteration 0F: 3 clusters Score -1730204 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1733651.500000 Penalty: 4775.976074
	Iteration 1F: 3 clusters Score -1733652 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1733963.750000 Penalty: 4775.976074
	Iteration 2F: 3 clusters Score -1733964 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1734189.250000 Penalty: 4775.976074
	Iteration 3Q: 3 clusters Score -1734189 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1734344.875000 Penalty: 4775.976074
	Iteration 4Q: 3 clusters Score -1734345 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1734478.875000 Penalty: 4775.976074
	Iteration 5Q: 3 clusters Score -1734479 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1734620.000000 Penalty: 4775.976074
	Iteration 6Q: 3 clusters Score -1734620 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1734762.375000 Penalty: 4775.976074
	Iteration 7Q: 3 clusters Score -1734762 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1734894.875000 Penalty: 4775.976074
	Iteration 8Q: 3 clusters Score -1734895 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1735047.375000 Penalty: 4775.976074
	Iteration 9Q: 3 clusters Score -1735047 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1735227.375000 Penalty: 4775.976074
	Iteration 10Q: 3 clusters Score -1735227 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1735486.000000 Penalty: 4775.976074
	Iteration 11Q: 3 clusters Score -1735486 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1735839.375000 Penalty: 4775.976074
	Iteration 12Q: 3 clusters Score -1735839 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1736268.500000 Penalty: 4775.976074
	Iteration 13Q: 3 clusters Score -1736268 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1736733.250000 Penalty: 4775.976074
	Iteration 14Q: 3 clusters Score -1736733 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1737227.000000 Penalty: 4775.976074
	Iteration 15Q: 3 clusters Score -1737227 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1737766.250000 Penalty: 4775.976074
	Iteration 16Q: 3 clusters Score -1737766 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1738213.875000 Penalty: 4775.976074
	Iteration 17Q: 3 clusters Score -1738214 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1738539.500000 Penalty: 4775.976074
	Iteration 18Q: 3 clusters Score -1738540 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1738769.500000 Penalty: 4775.976074
	Iteration 19Q: 3 clusters Score -1738770 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1738899.375000 Penalty: 4775.976074
	Iteration 20F: 3 clusters Score -1738899 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1738998.625000 Penalty: 4775.976074
	Iteration 21Q: 3 clusters Score -1738999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1739067.000000 Penalty: 4775.976074
	Iteration 22Q: 3 clusters Score -1739067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1739103.500000 Penalty: 4775.976074
	Iteration 23Q: 3 clusters Score -1739104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1739127.500000 Penalty: 4775.976074
	Iteration 24Q: 3 clusters Score -1739128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1739144.875000 Penalty: 4775.976074
	Iteration 25Q: 3 clusters Score -1739145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1739152.875000 Penalty: 4775.976074
	Iteration 26Q: 3 clusters Score -1739153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1739166.750000 Penalty: 4775.976074
	Iteration 27Q: 3 clusters Score -1739167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1739176.375000 Penalty: 4775.976074
	Iteration 28Q: 3 clusters Score -1739176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1739193.375000 Penalty: 4775.976074
	Iteration 29Q: 3 clusters Score -1739193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1739203.250000 Penalty: 4775.976074
	Iteration 30Q: 3 clusters Score -1739203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1739211.375000 Penalty: 4775.976074
	Iteration 31Q: 3 clusters Score -1739211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1739218.375000 Penalty: 4775.976074
	Iteration 32Q: 3 clusters Score -1739218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1739218.750000 Penalty: 4775.976074
	Iteration 33Q: 3 clusters Score -1739219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1739225.750000 Penalty: 4775.976074
	Iteration 34Q: 3 clusters Score -1739226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1739229.125000 Penalty: 4775.976074
	Iteration 35Q: 3 clusters Score -1739229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1739228.500000 Penalty: 4775.976074
	Iteration 36Q: 3 clusters Score -1739228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1739232.500000 Penalty: 4775.976074
	Iteration 37Q: 3 clusters Score -1739232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1739230.875000 Penalty: 4775.976074
	Iteration 38Q: 3 clusters Score -1739231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1739235.375000 Penalty: 4775.976074
	Iteration 39Q: 3 clusters Score -1739235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1739238.875000 Penalty: 4775.976074
	Iteration 40F: 3 clusters Score -1739239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1739242.250000 Penalty: 4775.976074
	Iteration 41Q: 3 clusters Score -1739242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1739247.625000 Penalty: 4775.976074
	Iteration 42Q: 3 clusters Score -1739248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1739250.625000 Penalty: 4775.976074
	Iteration 43Q: 3 clusters Score -1739251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1739253.625000 Penalty: 4775.976074
	Iteration 44Q: 3 clusters Score -1739254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1739252.125000 Penalty: 4775.976074
	Iteration 45Q: 3 clusters Score -1739252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1739252.125000 Penalty: 4775.976074
	Iteration 46F: 3 clusters Score -1739252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -745102.437500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -745102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -739503.125000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -739503.1 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -740974.562500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -740974.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -741221.500000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -741221.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -741392.312500 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -741392.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -741511.562500 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -741511.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -741602.937500 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -741602.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -741673.812500 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -741673.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -741754.312500 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -741754.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -741837.062500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -741837.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -741921.812500 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -741921.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -742037.687500 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -742037.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -742163.062500 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -742163.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -742300.937500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -742300.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -742461.375000 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -742461.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -742637.187500 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -742637.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -742799.437500 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -742799.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -742913.562500 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -742913.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -742992.437500 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -742992.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -743052.062500 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -743052.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -743112.312500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -743112.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -743153.500000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -743153.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -743184.312500 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -743184.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -743210.375000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -743210.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -743230.250000 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -743230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -743244.937500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -743244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -743259.125000 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -743259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -743266.375000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -743266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -743271.125000 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -743271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -743275.000000 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -743275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -743278.562500 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -743278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -743286.062500 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -743286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -743290.750000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -743290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -743299.375000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -743299.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -743307.750000 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -743307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -743312.000000 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -743312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -743314.062500 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -743314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -743314.062500 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -743314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -743318.750000 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -743318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -743318.562500 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -743318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -743319.687500 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -743319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -743319.687500 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -743319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -2300776.000000 Penalty: 2455.120605
	Iteration 0F: 2 clusters Score -2300776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2286741.500000 Penalty: 4910.241211
	Iteration 0F: 3 clusters Score -2286742 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2291510.250000 Penalty: 4910.241211
	Iteration 1F: 3 clusters Score -2291510 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2291893.000000 Penalty: 4910.241211
	Iteration 2F: 3 clusters Score -2291893 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2292187.500000 Penalty: 4910.241211
	Iteration 3Q: 3 clusters Score -2292188 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2292489.250000 Penalty: 4910.241211
	Iteration 4Q: 3 clusters Score -2292489 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2292839.000000 Penalty: 4910.241211
	Iteration 5Q: 3 clusters Score -2292839 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2293323.250000 Penalty: 4910.241211
	Iteration 6Q: 3 clusters Score -2293323 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2294006.000000 Penalty: 4910.241211
	Iteration 7F: 3 clusters Score -2294006 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2294892.000000 Penalty: 4910.241211
	Iteration 8F: 3 clusters Score -2294892 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2295942.750000 Penalty: 4910.241211
	Iteration 9F: 3 clusters Score -2295943 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2296887.500000 Penalty: 4910.241211
	Iteration 10F: 3 clusters Score -2296888 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2297565.000000 Penalty: 4910.241211
	Iteration 11Q: 3 clusters Score -2297565 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2297990.250000 Penalty: 4910.241211
	Iteration 12Q: 3 clusters Score -2297990 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2298257.000000 Penalty: 4910.241211
	Iteration 13Q: 3 clusters Score -2298257 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2298389.750000 Penalty: 4910.241211
	Iteration 14Q: 3 clusters Score -2298390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2298466.250000 Penalty: 4910.241211
	Iteration 15Q: 3 clusters Score -2298466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2298524.000000 Penalty: 4910.241211
	Iteration 16Q: 3 clusters Score -2298524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2298558.500000 Penalty: 4910.241211
	Iteration 17Q: 3 clusters Score -2298558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2298581.250000 Penalty: 4910.241211
	Iteration 18Q: 3 clusters Score -2298581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2298595.500000 Penalty: 4910.241211
	Iteration 19Q: 3 clusters Score -2298596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2298602.500000 Penalty: 4910.241211
	Iteration 20F: 3 clusters Score -2298602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2298606.000000 Penalty: 4910.241211
	Iteration 21Q: 3 clusters Score -2298606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2298611.500000 Penalty: 4910.241211
	Iteration 22Q: 3 clusters Score -2298612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2298610.500000 Penalty: 4910.241211
	Iteration 23Q: 3 clusters Score -2298610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2298610.500000 Penalty: 4910.241211
	Iteration 24F: 3 clusters Score -2298610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -8690.591797 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -8690.592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7772.665527 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -7772.666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7791.533203 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -7791.533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7791.533203 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -7791.533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129578.484375 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127492.968750 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127493 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127799.945312 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -127799.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127895.867188 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -127895.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127941.343750 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -127941.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127979.640625 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -127979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128002.859375 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128021.007812 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128030.507812 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128030.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128040.164062 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128040.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128053.406250 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128053.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128062.781250 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -128062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128068.898438 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -128068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128072.320312 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -128072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128075.507812 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -128075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128079.312500 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -128079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128082.250000 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -128082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128084.000000 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -128084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128085.054688 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -128085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128085.437500 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -128085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128086.179688 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -128086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128087.710938 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -128087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128088.445312 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -128088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128088.445312 Penalty: 3509.601318
	Iteration 22F: 3 clusters Score -128088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -23063.894531 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -23063.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21819.478516 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -21819.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21959.591797 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -21959.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22000.927734 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -22000.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22009.488281 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -22009.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22015.921875 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -22015.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22015.921875 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -22015.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35177.082031 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -35177.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33839.148438 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -33839.15 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34206.929688 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -34206.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34490.554688 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -34490.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34669.882812 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -34669.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34808.183594 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -34808.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34849.609375 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -34849.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34856.097656 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -34856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34856.097656 Penalty: 2981.588623
	Iteration 7F: 3 clusters Score -34856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Entering Unmasked Estep 
Score: -1668597.125000 Penalty: 2376.892822
	Iteration 0F: 2 clusters Score -1668597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1658031.500000 Penalty: 4753.785645
	Iteration 0F: 3 clusters Score -1658032 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1661269.500000 Penalty: 4753.785645
	Iteration 1F: 3 clusters Score -1661270 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1661667.875000 Penalty: 4753.785645
	Iteration 2F: 3 clusters Score -1661668 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1661943.375000 Penalty: 4753.785645
	Iteration 3F: 3 clusters Score -1661943 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1662144.750000 Penalty: 4753.785645
	Iteration 4Q: 3 clusters Score -1662145 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1662283.500000 Penalty: 4753.785645
	Iteration 5Q: 3 clusters Score -1662284 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1662393.000000 Penalty: 4753.785645
	Iteration 6Q: 3 clusters Score -1662393 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1662507.250000 Penalty: 4753.785645
	Iteration 7Q: 3 clusters Score -1662507 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1662637.250000 Penalty: 4753.785645
	Iteration 8Q: 3 clusters Score -1662637 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1662793.750000 Penalty: 4753.785645
	Iteration 9Q: 3 clusters Score -1662794 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1662995.000000 Penalty: 4753.785645
	Iteration 10Q: 3 clusters Score -1662995 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1663240.250000 Penalty: 4753.785645
	Iteration 11Q: 3 clusters Score -1663240 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1663546.500000 Penalty: 4753.785645
	Iteration 12Q: 3 clusters Score -1663546 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1663913.125000 Penalty: 4753.785645
	Iteration 13Q: 3 clusters Score -1663913 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1664344.875000 Penalty: 4753.785645
	Iteration 14Q: 3 clusters Score -1664345 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1664783.375000 Penalty: 4753.785645
	Iteration 15Q: 3 clusters Score -1664783 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1665167.750000 Penalty: 4753.785645
	Iteration 16Q: 3 clusters Score -1665168 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1665499.750000 Penalty: 4753.785645
	Iteration 17Q: 3 clusters Score -1665500 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1665778.375000 Penalty: 4753.785645
	Iteration 18Q: 3 clusters Score -1665778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1665996.125000 Penalty: 4753.785645
	Iteration 19Q: 3 clusters Score -1665996 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1666153.875000 Penalty: 4753.785645
	Iteration 20F: 3 clusters Score -1666154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1666264.875000 Penalty: 4753.785645
	Iteration 21Q: 3 clusters Score -1666265 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1666332.500000 Penalty: 4753.785645
	Iteration 22Q: 3 clusters Score -1666332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1666384.375000 Penalty: 4753.785645
	Iteration 23Q: 3 clusters Score -1666384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1666422.125000 Penalty: 4753.785645
	Iteration 24Q: 3 clusters Score -1666422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1666448.625000 Penalty: 4753.785645
	Iteration 25Q: 3 clusters Score -1666449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1666472.250000 Penalty: 4753.785645
	Iteration 26Q: 3 clusters Score -1666472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1666480.625000 Penalty: 4753.785645
	Iteration 27Q: 3 clusters Score -1666481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1666482.625000 Penalty: 4753.785645
	Iteration 28Q: 3 clusters Score -1666483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1666489.375000 Penalty: 4753.785645
	Iteration 29Q: 3 clusters Score -1666489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1666493.000000 Penalty: 4753.785645
	Iteration 30Q: 3 clusters Score -1666493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1666500.125000 Penalty: 4753.785645
	Iteration 31Q: 3 clusters Score -1666500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1666502.500000 Penalty: 4753.785645
	Iteration 32Q: 3 clusters Score -1666502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1666506.250000 Penalty: 4753.785645
	Iteration 33Q: 3 clusters Score -1666506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1666507.875000 Penalty: 4753.785645
	Iteration 34Q: 3 clusters Score -1666508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1666506.250000 Penalty: 4753.785645
	Iteration 35Q: 3 clusters Score -1666506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1666506.250000 Penalty: 4753.785645
	Iteration 36F: 3 clusters Score -1666506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43108.320312 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -43108.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41610.214844 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -41610.21 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41801.554688 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -41801.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41874.082031 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -41874.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41929.996094 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -41930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41970.578125 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -41970.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41990.265625 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -41990.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42025.187500 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -42025.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42058.312500 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -42058.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42073.222656 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -42073.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42086.792969 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -42086.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42092.113281 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -42092.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42104.222656 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -42104.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42109.410156 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -42109.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42112.269531 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -42112.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42112.269531 Penalty: 3063.229980
	Iteration 14F: 3 clusters Score -42112.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (344405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344405 members 
Entering Unmasked Estep 
Score: -38738560.000000 Penalty: 3161.894287
	Iteration 0F: 2 clusters Score -3.873856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 172401 members 
Entering Unmasked Estep 
Score: -38539676.000000 Penalty: 6323.788574
	Iteration 0F: 3 clusters Score -3.853968e+07 nChanged 166760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -38636940.000000 Penalty: 6323.788574
	Iteration 1F: 3 clusters Score -3.863694e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -38638020.000000 Penalty: 6323.788574
	Iteration 2Q: 3 clusters Score -3.863802e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166467 members 
Mstep: Class 2 contains 177938 members 
Entering Unmasked Estep 
Score: -38639176.000000 Penalty: 6323.788574
	Iteration 3Q: 3 clusters Score -3.863918e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -38640916.000000 Penalty: 6323.788574
	Iteration 4Q: 3 clusters Score -3.864092e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 184447 members 
Entering Unmasked Estep 
Score: -38642916.000000 Penalty: 6323.788574
	Iteration 5Q: 3 clusters Score -3.864292e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 190395 members 
Entering Unmasked Estep 
Score: -38645648.000000 Penalty: 6323.788574
	Iteration 6Q: 3 clusters Score -3.864565e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 199486 members 
Entering Unmasked Estep 
Score: -38650252.000000 Penalty: 6323.788574
	Iteration 7Q: 3 clusters Score -3.865025e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131781 members 
Mstep: Class 2 contains 212624 members 
Entering Unmasked Estep 
Score: -38657484.000000 Penalty: 6323.788574
	Iteration 8Q: 3 clusters Score -3.865748e+07 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 230677 members 
Entering Unmasked Estep 
Score: -38668692.000000 Penalty: 6323.788574
	Iteration 9F: 3 clusters Score -3.866869e+07 nChanged 23438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 253555 members 
Entering Unmasked Estep 
Score: -38685044.000000 Penalty: 6323.788574
	Iteration 10F: 3 clusters Score -3.868504e+07 nChanged 25847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 279236 members 
Entering Unmasked Estep 
Score: -38706144.000000 Penalty: 6323.788574
	Iteration 11F: 3 clusters Score -3.870614e+07 nChanged 24306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 303516 members 
Entering Unmasked Estep 
Score: -38721212.000000 Penalty: 6323.788574
	Iteration 12F: 3 clusters Score -3.872121e+07 nChanged 17860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 321368 members 
Entering Unmasked Estep 
Score: -38728264.000000 Penalty: 6323.788574
	Iteration 13F: 3 clusters Score -3.872826e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 332051 members 
Entering Unmasked Estep 
Score: -38732036.000000 Penalty: 6323.788574
	Iteration 14Q: 3 clusters Score -3.873204e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 337939 members 
Entering Unmasked Estep 
Score: -38733864.000000 Penalty: 6323.788574
	Iteration 15Q: 3 clusters Score -3.873386e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 340928 members 
Entering Unmasked Estep 
Score: -38734956.000000 Penalty: 6323.788574
	Iteration 16Q: 3 clusters Score -3.873496e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 342352 members 
Entering Unmasked Estep 
Score: -38735360.000000 Penalty: 6323.788574
	Iteration 17Q: 3 clusters Score -3.873536e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 343022 members 
Entering Unmasked Estep 
Score: -38735612.000000 Penalty: 6323.788574
	Iteration 18Q: 3 clusters Score -3.873561e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 343363 members 
Entering Unmasked Estep 
Score: -38735712.000000 Penalty: 6323.788574
	Iteration 19Q: 3 clusters Score -3.873571e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 343536 members 
Entering Unmasked Estep 
Score: -38735840.000000 Penalty: 6323.788574
	Iteration 20F: 3 clusters Score -3.873584e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 343643 members 
Entering Unmasked Estep 
Score: -38735944.000000 Penalty: 6323.788574
	Iteration 21Q: 3 clusters Score -3.873594e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 343719 members 
Entering Unmasked Estep 
Score: -38735964.000000 Penalty: 6323.788574
	Iteration 22Q: 3 clusters Score -3.873596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 343762 members 
Entering Unmasked Estep 
Score: -38736064.000000 Penalty: 6323.788574
	Iteration 23Q: 3 clusters Score -3.873606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 343795 members 
Entering Unmasked Estep 
Score: -38736056.000000 Penalty: 6323.788574
	Iteration 24Q: 3 clusters Score -3.873606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 343818 members 
Entering Unmasked Estep 
Score: -38736064.000000 Penalty: 6323.788574
	Iteration 25Q: 3 clusters Score -3.873606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 343842 members 
Entering Unmasked Estep 
Score: -38736040.000000 Penalty: 6323.788574
	Iteration 26Q: 3 clusters Score -3.873604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 343851 members 
Entering Unmasked Estep 
Score: -38736060.000000 Penalty: 6323.788574
	Iteration 27Q: 3 clusters Score -3.873606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 343860 members 
Entering Unmasked Estep 
Score: -38736064.000000 Penalty: 6323.788574
	Iteration 28Q: 3 clusters Score -3.873606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 343870 members 
Entering Unmasked Estep 
Score: -38736072.000000 Penalty: 6323.788574
	Iteration 29Q: 3 clusters Score -3.873607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 343875 members 
Entering Unmasked Estep 
Score: -38736064.000000 Penalty: 6323.788574
	Iteration 30Q: 3 clusters Score -3.873606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 343882 members 
Entering Unmasked Estep 
Score: -38736084.000000 Penalty: 6323.788574
	Iteration 31Q: 3 clusters Score -3.873608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 343884 members 
Entering Unmasked Estep 
Score: -38736060.000000 Penalty: 6323.788574
	Iteration 32Q: 3 clusters Score -3.873606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 343886 members 
Entering Unmasked Estep 
Score: -38736076.000000 Penalty: 6323.788574
	Iteration 33Q: 3 clusters Score -3.873608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 343890 members 
Entering Unmasked Estep 
Score: -38736068.000000 Penalty: 6323.788574
	Iteration 34Q: 3 clusters Score -3.873607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 343893 members 
Entering Unmasked Estep 
Score: -38736064.000000 Penalty: 6323.788574
	Iteration 35Q: 3 clusters Score -3.873606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 343895 members 
Entering Unmasked Estep 
Score: -38736080.000000 Penalty: 6323.788574
	Iteration 36Q: 3 clusters Score -3.873608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 343897 members 
Entering Unmasked Estep 
Score: -38736076.000000 Penalty: 6323.788574
	Iteration 37Q: 3 clusters Score -3.873608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 343902 members 
Entering Unmasked Estep 
Score: -38736092.000000 Penalty: 6323.788574
	Iteration 38Q: 3 clusters Score -3.873609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 343904 members 
Entering Unmasked Estep 
Score: -38736096.000000 Penalty: 6323.788574
	Iteration 39Q: 3 clusters Score -3.87361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 343903 members 
Entering Unmasked Estep 
Score: -38736096.000000 Penalty: 6323.788574
	Iteration 40F: 3 clusters Score -3.87361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 343909 members 
Entering Unmasked Estep 
Score: -38736100.000000 Penalty: 6323.788574
	Iteration 41Q: 3 clusters Score -3.87361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 343909 members 
Entering Unmasked Estep 
Score: -38736104.000000 Penalty: 6323.788574
	Iteration 42Q: 3 clusters Score -3.87361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 343911 members 
Entering Unmasked Estep 
Score: -38736096.000000 Penalty: 6323.788574
	Iteration 43Q: 3 clusters Score -3.87361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 343916 members 
Entering Unmasked Estep 
Score: -38736132.000000 Penalty: 6323.788574
	Iteration 44Q: 3 clusters Score -3.873613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 343917 members 
Entering Unmasked Estep 
Score: -38736112.000000 Penalty: 6323.788574
	Iteration 45Q: 3 clusters Score -3.873611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 343916 members 
Entering Unmasked Estep 
Score: -38736112.000000 Penalty: 6323.788574
	Iteration 46Q: 3 clusters Score -3.873611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343913 members 
Entering Unmasked Estep 
Score: -38736120.000000 Penalty: 6323.788574
	Iteration 47Q: 3 clusters Score -3.873612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343913 members 
Entering Unmasked Estep 
Score: -38736112.000000 Penalty: 6323.788574
	Iteration 48Q: 3 clusters Score -3.873611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343913 members 
Entering Unmasked Estep 
Score: -38736104.000000 Penalty: 6323.788574
	Iteration 49Q: 3 clusters Score -3.87361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 343915 members 
Entering Unmasked Estep 
Score: -38736132.000000 Penalty: 6323.788574
	Iteration 50Q: 3 clusters Score -3.873613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 343917 members 
Entering Unmasked Estep 
Score: -38736140.000000 Penalty: 6323.788574
	Iteration 51Q: 3 clusters Score -3.873614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 343918 members 
Entering Unmasked Estep 
Score: -38736128.000000 Penalty: 6323.788574
	Iteration 52Q: 3 clusters Score -3.873613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 343918 members 
Entering Unmasked Estep 
Score: -38736128.000000 Penalty: 6323.788574
	Iteration 53F: 3 clusters Score -3.873613e+07 nChanged 0
--- Evaluating fit on full set of 3039103 points ---
Entering Unmasked Estep 
Score: -331864928.000000 Penalty: 166586.125000
23->46 Clusters: Score -331864928.000000, best is -332020096.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1013034 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 43635 members 
Mstep: Class 3 contains 43960 members 
Mstep: Class 4 contains 44206 members 
Mstep: Class 5 contains 43751 members 
Mstep: Class 6 contains 44358 members 
Mstep: Class 7 contains 43909 members 
Mstep: Class 8 contains 44248 members 
Mstep: Class 9 contains 44021 members 
Mstep: Class 10 contains 44016 members 
Mstep: Class 11 contains 44008 members 
Mstep: Class 12 contains 43865 members 
Mstep: Class 13 contains 43846 members 
Mstep: Class 14 contains 44077 members 
Mstep: Class 15 contains 44027 members 
Mstep: Class 16 contains 44206 members 
Mstep: Class 17 contains 44110 members 
Mstep: Class 18 contains 44035 members 
Mstep: Class 19 contains 44234 members 
Mstep: Class 20 contains 44170 members 
Mstep: Class 21 contains 44179 members 
Mstep: Class 22 contains 44353 members 
Mstep: Class 23 contains 44211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 313.381775 but Gain 3429.460938
Score: -103530936.000000 Penalty: 75448.078125
Iteration 0F: 23 clusters Score -1.035309e+08 nChanged 965538
Entering Unmasked Mstep 
Mstep: Class 0 contains 3630 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 3 contains 90490 members 
Mstep: Class 4 contains 24080 members 
Mstep: Class 5 contains 19705 members 
Mstep: Class 6 contains 7994 members 
Mstep: Class 7 contains 49548 members 
Mstep: Class 8 contains 294794 members 
Mstep: Class 9 contains 104493 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 31695 members 
Mstep: Class 13 contains 37104 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 29576 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 16373 members 
Mstep: Class 18 contains 24210 members 
Mstep: Class 19 contains 38718 members 
Mstep: Class 20 contains 63945 members 
Mstep: Class 21 contains 29374 members 
Mstep: Class 22 contains 27522 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108566960.000000 Penalty: 75448.078125
Iteration 1F: 23 clusters Score -1.08567e+08 nChanged 385590
Entering Unmasked Mstep 
Mstep: Class 0 contains 3506 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 3 contains 80341 members 
Mstep: Class 4 contains 25038 members 
Mstep: Class 5 contains 12589 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 52172 members 
Mstep: Class 8 contains 403041 members 
Mstep: Class 9 contains 97932 members 
Mstep: Class 10 contains 7705 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 18944 members 
Mstep: Class 13 contains 34281 members 
Mstep: Class 14 contains 85725 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 11238 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 31974 members 
Mstep: Class 20 contains 42571 members 
Mstep: Class 21 contains 17214 members 
Mstep: Class 22 contains 24280 members 
Mstep: Class 23 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2052.643066 but Gain 3429.453125
Score: -109367184.000000 Penalty: 72018.625000
Iteration 2F: 22 clusters Score -1.093672e+08 nChanged 260840
Entering Unmasked Mstep 
Mstep: Class 0 contains 3351 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 3 contains 76921 members 
Mstep: Class 4 contains 43630 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 68434 members 
Mstep: Class 8 contains 429541 members 
Mstep: Class 9 contains 85509 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 38800 members 
Mstep: Class 14 contains 75229 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 12244 members 
Mstep: Class 18 contains 12533 members 
Mstep: Class 19 contains 24751 members 
Mstep: Class 20 contains 30983 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 33936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109792456.000000 Penalty: 72018.625000
Iteration 3F: 22 clusters Score -1.097925e+08 nChanged 172561
Entering Unmasked Mstep 
Mstep: Class 0 contains 3030 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 3 contains 75132 members 
Mstep: Class 4 contains 56867 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 89850 members 
Mstep: Class 8 contains 433521 members 
Mstep: Class 9 contains 77914 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 39465 members 
Mstep: Class 14 contains 57559 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 10840 members 
Mstep: Class 17 contains 10604 members 
Mstep: Class 18 contains 16591 members 
Mstep: Class 19 contains 20071 members 
Mstep: Class 20 contains 24313 members 
Mstep: Class 21 contains 10761 members 
Mstep: Class 22 contains 43935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110043672.000000 Penalty: 72018.625000
Iteration 4F: 22 clusters Score -1.100437e+08 nChanged 117219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2582 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 3 contains 70984 members 
Mstep: Class 4 contains 65201 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 104668 members 
Mstep: Class 8 contains 438520 members 
Mstep: Class 9 contains 73223 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 6272 members 
Mstep: Class 13 contains 38146 members 
Mstep: Class 14 contains 43096 members 
Mstep: Class 15 contains 6642 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 10133 members 
Mstep: Class 18 contains 22950 members 
Mstep: Class 19 contains 16499 members 
Mstep: Class 20 contains 19673 members 
Mstep: Class 21 contains 8198 members 
Mstep: Class 22 contains 49070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110209128.000000 Penalty: 72018.625000
Iteration 5F: 22 clusters Score -1.102091e+08 nChanged 83289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1880 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 3 contains 65081 members 
Mstep: Class 4 contains 71443 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 111697 members 
Mstep: Class 8 contains 440479 members 
Mstep: Class 9 contains 70263 members 
Mstep: Class 10 contains 22983 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 36686 members 
Mstep: Class 14 contains 35936 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 10661 members 
Mstep: Class 18 contains 28948 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 17321 members 
Mstep: Class 21 contains 6503 members 
Mstep: Class 22 contains 51401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110354480.000000 Penalty: 72018.625000
Iteration 6F: 22 clusters Score -1.103545e+08 nChanged 63519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 3 contains 58248 members 
Mstep: Class 4 contains 76579 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 115365 members 
Mstep: Class 8 contains 437954 members 
Mstep: Class 9 contains 68752 members 
Mstep: Class 10 contains 26872 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 35078 members 
Mstep: Class 14 contains 32876 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 16 contains 6246 members 
Mstep: Class 17 contains 11558 members 
Mstep: Class 18 contains 34078 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 17959 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 52101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110445512.000000 Penalty: 72018.625000
Iteration 7F: 22 clusters Score -1.104455e+08 nChanged 52275
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 3 contains 50841 members 
Mstep: Class 4 contains 80573 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 117439 members 
Mstep: Class 8 contains 431707 members 
Mstep: Class 9 contains 68703 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 6897 members 
Mstep: Class 13 contains 33562 members 
Mstep: Class 14 contains 31729 members 
Mstep: Class 15 contains 5143 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 12513 members 
Mstep: Class 18 contains 38713 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 21782 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 51605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110534712.000000 Penalty: 72018.625000
Iteration 8F: 22 clusters Score -1.105347e+08 nChanged 44557
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 3 contains 43927 members 
Mstep: Class 4 contains 83414 members 
Mstep: Class 5 contains 2834 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 118958 members 
Mstep: Class 8 contains 423298 members 
Mstep: Class 9 contains 69887 members 
Mstep: Class 10 contains 32367 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 8524 members 
Mstep: Class 13 contains 32205 members 
Mstep: Class 14 contains 31559 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 13374 members 
Mstep: Class 18 contains 43116 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 26828 members 
Mstep: Class 21 contains 5097 members 
Mstep: Class 22 contains 50522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110582880.000000 Penalty: 72018.625000
Iteration 9Q: 22 clusters Score -1.105829e+08 nChanged 37086
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 38420 members 
Mstep: Class 4 contains 85121 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 120194 members 
Mstep: Class 8 contains 414255 members 
Mstep: Class 9 contains 71850 members 
Mstep: Class 10 contains 34132 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 30939 members 
Mstep: Class 14 contains 31956 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 4230 members 
Mstep: Class 17 contains 13973 members 
Mstep: Class 18 contains 47237 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 31630 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 49602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110614208.000000 Penalty: 72018.625000
Iteration 10Q: 22 clusters Score -1.106142e+08 nChanged 29840
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 34734 members 
Mstep: Class 4 contains 85893 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 120710 members 
Mstep: Class 8 contains 405729 members 
Mstep: Class 9 contains 74145 members 
Mstep: Class 10 contains 35395 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 29741 members 
Mstep: Class 14 contains 32849 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 14358 members 
Mstep: Class 18 contains 50927 members 
Mstep: Class 19 contains 5778 members 
Mstep: Class 20 contains 35590 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 22 contains 48896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110636512.000000 Penalty: 72018.625000
Iteration 11Q: 22 clusters Score -1.106365e+08 nChanged 24881
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 32270 members 
Mstep: Class 4 contains 85863 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 120681 members 
Mstep: Class 8 contains 397848 members 
Mstep: Class 9 contains 76475 members 
Mstep: Class 10 contains 36333 members 
Mstep: Class 11 contains 5768 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 28636 members 
Mstep: Class 14 contains 33917 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 14619 members 
Mstep: Class 18 contains 54280 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 39182 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 48418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110651776.000000 Penalty: 72018.625000
Iteration 12Q: 22 clusters Score -1.106518e+08 nChanged 21305
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 85238 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 120494 members 
Mstep: Class 8 contains 390601 members 
Mstep: Class 9 contains 78754 members 
Mstep: Class 10 contains 36957 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 27731 members 
Mstep: Class 14 contains 35142 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 14832 members 
Mstep: Class 18 contains 57156 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 20 contains 42629 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 48035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110662328.000000 Penalty: 72018.625000
Iteration 13Q: 22 clusters Score -1.106623e+08 nChanged 18811
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 28892 members 
Mstep: Class 4 contains 84207 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 120386 members 
Mstep: Class 8 contains 383748 members 
Mstep: Class 9 contains 80992 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 12075 members 
Mstep: Class 13 contains 27126 members 
Mstep: Class 14 contains 36360 members 
Mstep: Class 15 contains 7463 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 14994 members 
Mstep: Class 18 contains 59703 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 45998 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 47736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110671888.000000 Penalty: 72018.625000
Iteration 14Q: 22 clusters Score -1.106719e+08 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 27753 members 
Mstep: Class 4 contains 82841 members 
Mstep: Class 5 contains 3100 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 120265 members 
Mstep: Class 8 contains 377632 members 
Mstep: Class 9 contains 83314 members 
Mstep: Class 10 contains 37472 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 12064 members 
Mstep: Class 13 contains 26687 members 
Mstep: Class 14 contains 37448 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 15144 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 3670 members 
Mstep: Class 20 contains 49145 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 47500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110679808.000000 Penalty: 72018.625000
Iteration 15Q: 22 clusters Score -1.106798e+08 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 3 contains 26884 members 
Mstep: Class 4 contains 81250 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 120154 members 
Mstep: Class 8 contains 371914 members 
Mstep: Class 9 contains 85648 members 
Mstep: Class 10 contains 37576 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 12028 members 
Mstep: Class 13 contains 26328 members 
Mstep: Class 14 contains 38408 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 15241 members 
Mstep: Class 18 contains 63412 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 52310 members 
Mstep: Class 21 contains 5894 members 
Mstep: Class 22 contains 47362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110686672.000000 Penalty: 72018.625000
Iteration 16Q: 22 clusters Score -1.106867e+08 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 3 contains 26210 members 
Mstep: Class 4 contains 79550 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 120046 members 
Mstep: Class 8 contains 366383 members 
Mstep: Class 9 contains 88034 members 
Mstep: Class 10 contains 37567 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 26073 members 
Mstep: Class 14 contains 39222 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 15336 members 
Mstep: Class 18 contains 64881 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 55435 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 47293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110693336.000000 Penalty: 72018.625000
Iteration 17Q: 22 clusters Score -1.106933e+08 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 3 contains 25714 members 
Mstep: Class 4 contains 77680 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 119958 members 
Mstep: Class 8 contains 361115 members 
Mstep: Class 9 contains 90539 members 
Mstep: Class 10 contains 37547 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 11928 members 
Mstep: Class 13 contains 25834 members 
Mstep: Class 14 contains 39844 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 66161 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 58542 members 
Mstep: Class 21 contains 6104 members 
Mstep: Class 22 contains 47311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110699256.000000 Penalty: 72018.625000
Iteration 18Q: 22 clusters Score -1.106993e+08 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 3 contains 25351 members 
Mstep: Class 4 contains 75758 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 119889 members 
Mstep: Class 8 contains 356178 members 
Mstep: Class 9 contains 93064 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 25605 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 1904 members 
Mstep: Class 17 contains 15461 members 
Mstep: Class 18 contains 67300 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 61537 members 
Mstep: Class 21 contains 6197 members 
Mstep: Class 22 contains 47422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3351.654297 but Gain 3429.460938
Score: -110704056.000000 Penalty: 68589.164062
Iteration 19Q: 21 clusters Score -1.107041e+08 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 3 contains 25054 members 
Mstep: Class 4 contains 74515 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 119849 members 
Mstep: Class 8 contains 352666 members 
Mstep: Class 9 contains 96247 members 
Mstep: Class 10 contains 37317 members 
Mstep: Class 11 contains 7585 members 
Mstep: Class 12 contains 11807 members 
Mstep: Class 13 contains 25430 members 
Mstep: Class 14 contains 40698 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 68351 members 
Mstep: Class 20 contains 64449 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 47571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110718832.000000 Penalty: 68589.164062
Iteration 20F: 21 clusters Score -1.107188e+08 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 3 contains 24775 members 
Mstep: Class 4 contains 72442 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 119805 members 
Mstep: Class 8 contains 347418 members 
Mstep: Class 9 contains 99064 members 
Mstep: Class 10 contains 37137 members 
Mstep: Class 11 contains 7711 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 25281 members 
Mstep: Class 14 contains 41043 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 69419 members 
Mstep: Class 20 contains 67350 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 47554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110727160.000000 Penalty: 68589.164062
Iteration 21Q: 21 clusters Score -1.107272e+08 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24587 members 
Mstep: Class 4 contains 70325 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 119750 members 
Mstep: Class 8 contains 342488 members 
Mstep: Class 9 contains 102053 members 
Mstep: Class 10 contains 36966 members 
Mstep: Class 11 contains 7819 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 25107 members 
Mstep: Class 14 contains 41316 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 70439 members 
Mstep: Class 20 contains 69947 members 
Mstep: Class 21 contains 6373 members 
Mstep: Class 22 contains 47503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110731064.000000 Penalty: 68589.164062
Iteration 22Q: 21 clusters Score -1.107311e+08 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24458 members 
Mstep: Class 4 contains 68293 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 119695 members 
Mstep: Class 8 contains 337531 members 
Mstep: Class 9 contains 105241 members 
Mstep: Class 10 contains 36760 members 
Mstep: Class 11 contains 7926 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 24948 members 
Mstep: Class 14 contains 41476 members 
Mstep: Class 15 contains 12331 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 71423 members 
Mstep: Class 20 contains 72364 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 47516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110735704.000000 Penalty: 68589.164062
Iteration 23Q: 21 clusters Score -1.107357e+08 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24408 members 
Mstep: Class 4 contains 66324 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 119674 members 
Mstep: Class 8 contains 332861 members 
Mstep: Class 9 contains 108532 members 
Mstep: Class 10 contains 36591 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 13 contains 24795 members 
Mstep: Class 14 contains 41497 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 72302 members 
Mstep: Class 20 contains 74399 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 47533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110739872.000000 Penalty: 68589.164062
Iteration 24Q: 21 clusters Score -1.107399e+08 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24384 members 
Mstep: Class 4 contains 64373 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 119670 members 
Mstep: Class 8 contains 328651 members 
Mstep: Class 9 contains 111836 members 
Mstep: Class 10 contains 36414 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 12463 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 13459 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 72990 members 
Mstep: Class 20 contains 76171 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 47521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110743728.000000 Penalty: 68589.164062
Iteration 25Q: 21 clusters Score -1.107437e+08 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 62515 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 119667 members 
Mstep: Class 8 contains 324685 members 
Mstep: Class 9 contains 115170 members 
Mstep: Class 10 contains 36247 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 12580 members 
Mstep: Class 13 contains 24516 members 
Mstep: Class 14 contains 41215 members 
Mstep: Class 15 contains 14074 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 73618 members 
Mstep: Class 20 contains 77740 members 
Mstep: Class 21 contains 6481 members 
Mstep: Class 22 contains 47469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110747488.000000 Penalty: 68589.164062
Iteration 26Q: 21 clusters Score -1.107475e+08 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 60745 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 119660 members 
Mstep: Class 8 contains 320913 members 
Mstep: Class 9 contains 118504 members 
Mstep: Class 10 contains 36109 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 12711 members 
Mstep: Class 13 contains 24395 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 14715 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 15856 members 
Mstep: Class 18 contains 74148 members 
Mstep: Class 20 contains 79064 members 
Mstep: Class 21 contains 6497 members 
Mstep: Class 22 contains 47415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110751232.000000 Penalty: 68589.164062
Iteration 27Q: 21 clusters Score -1.107512e+08 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 59145 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 119656 members 
Mstep: Class 8 contains 317414 members 
Mstep: Class 9 contains 121805 members 
Mstep: Class 10 contains 35954 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 12847 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 40629 members 
Mstep: Class 15 contains 15423 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 74532 members 
Mstep: Class 20 contains 80207 members 
Mstep: Class 21 contains 6511 members 
Mstep: Class 22 contains 47303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110754968.000000 Penalty: 68589.164062
Iteration 28Q: 21 clusters Score -1.10755e+08 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24693 members 
Mstep: Class 4 contains 57688 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 119665 members 
Mstep: Class 8 contains 314128 members 
Mstep: Class 9 contains 125011 members 
Mstep: Class 10 contains 35839 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 12970 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 40191 members 
Mstep: Class 15 contains 16153 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 15914 members 
Mstep: Class 18 contains 74929 members 
Mstep: Class 20 contains 81215 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 47145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110757904.000000 Penalty: 68589.164062
Iteration 29Q: 21 clusters Score -1.107579e+08 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 24844 members 
Mstep: Class 4 contains 56319 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 119680 members 
Mstep: Class 8 contains 311028 members 
Mstep: Class 9 contains 128226 members 
Mstep: Class 10 contains 35743 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 12 contains 13129 members 
Mstep: Class 13 contains 23722 members 
Mstep: Class 14 contains 39709 members 
Mstep: Class 15 contains 16968 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 75266 members 
Mstep: Class 20 contains 81989 members 
Mstep: Class 21 contains 6527 members 
Mstep: Class 22 contains 46975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110760800.000000 Penalty: 68589.164062
Iteration 30Q: 21 clusters Score -1.107608e+08 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 25006 members 
Mstep: Class 4 contains 55025 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 119693 members 
Mstep: Class 8 contains 308135 members 
Mstep: Class 9 contains 131479 members 
Mstep: Class 10 contains 35660 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 12 contains 13300 members 
Mstep: Class 13 contains 23290 members 
Mstep: Class 14 contains 39210 members 
Mstep: Class 15 contains 17757 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 75523 members 
Mstep: Class 20 contains 82639 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 46796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110763104.000000 Penalty: 68589.164062
Iteration 31Q: 21 clusters Score -1.107631e+08 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 25188 members 
Mstep: Class 4 contains 53800 members 
Mstep: Class 5 contains 3486 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 119709 members 
Mstep: Class 8 contains 305318 members 
Mstep: Class 9 contains 134723 members 
Mstep: Class 10 contains 35606 members 
Mstep: Class 11 contains 8286 members 
Mstep: Class 12 contains 13461 members 
Mstep: Class 13 contains 22764 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 18581 members 
Mstep: Class 16 contains 1193 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 75794 members 
Mstep: Class 20 contains 83114 members 
Mstep: Class 21 contains 6526 members 
Mstep: Class 22 contains 46622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110765536.000000 Penalty: 68589.164062
Iteration 32Q: 21 clusters Score -1.107655e+08 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 25369 members 
Mstep: Class 4 contains 52662 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 119733 members 
Mstep: Class 8 contains 302652 members 
Mstep: Class 9 contains 138019 members 
Mstep: Class 10 contains 35602 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 13604 members 
Mstep: Class 13 contains 22208 members 
Mstep: Class 14 contains 38322 members 
Mstep: Class 15 contains 19382 members 
Mstep: Class 16 contains 1193 members 
Mstep: Class 17 contains 15973 members 
Mstep: Class 18 contains 75959 members 
Mstep: Class 20 contains 83461 members 
Mstep: Class 21 contains 6527 members 
Mstep: Class 22 contains 46402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110767768.000000 Penalty: 68589.164062
Iteration 33Q: 21 clusters Score -1.107678e+08 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 25548 members 
Mstep: Class 4 contains 51683 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 119747 members 
Mstep: Class 8 contains 300187 members 
Mstep: Class 9 contains 141252 members 
Mstep: Class 10 contains 35613 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 13771 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 37829 members 
Mstep: Class 15 contains 20185 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 15977 members 
Mstep: Class 18 contains 76015 members 
Mstep: Class 20 contains 83681 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 46175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110770328.000000 Penalty: 68589.164062
Iteration 34Q: 21 clusters Score -1.107703e+08 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 25750 members 
Mstep: Class 4 contains 50810 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 119774 members 
Mstep: Class 8 contains 297954 members 
Mstep: Class 9 contains 144256 members 
Mstep: Class 10 contains 35674 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 13926 members 
Mstep: Class 13 contains 21110 members 
Mstep: Class 14 contains 37342 members 
Mstep: Class 15 contains 20934 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 75979 members 
Mstep: Class 20 contains 83829 members 
Mstep: Class 21 contains 6502 members 
Mstep: Class 22 contains 45937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110771840.000000 Penalty: 68589.164062
Iteration 35Q: 21 clusters Score -1.107718e+08 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 25945 members 
Mstep: Class 4 contains 50057 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 119769 members 
Mstep: Class 8 contains 296016 members 
Mstep: Class 9 contains 147057 members 
Mstep: Class 10 contains 35728 members 
Mstep: Class 11 contains 8260 members 
Mstep: Class 12 contains 14089 members 
Mstep: Class 13 contains 20642 members 
Mstep: Class 14 contains 36864 members 
Mstep: Class 15 contains 21629 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16005 members 
Mstep: Class 18 contains 75826 members 
Mstep: Class 20 contains 83895 members 
Mstep: Class 21 contains 6484 members 
Mstep: Class 22 contains 45704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110773688.000000 Penalty: 68589.164062
Iteration 36Q: 21 clusters Score -1.107737e+08 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 26110 members 
Mstep: Class 4 contains 49421 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 119767 members 
Mstep: Class 8 contains 294380 members 
Mstep: Class 9 contains 149615 members 
Mstep: Class 10 contains 35780 members 
Mstep: Class 11 contains 8249 members 
Mstep: Class 12 contains 14274 members 
Mstep: Class 13 contains 20169 members 
Mstep: Class 14 contains 36386 members 
Mstep: Class 15 contains 22298 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16015 members 
Mstep: Class 18 contains 75627 members 
Mstep: Class 20 contains 83873 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 45478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110774744.000000 Penalty: 68589.164062
Iteration 37Q: 21 clusters Score -1.107747e+08 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 3 contains 26279 members 
Mstep: Class 4 contains 48956 members 
Mstep: Class 5 contains 3855 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 119775 members 
Mstep: Class 8 contains 292927 members 
Mstep: Class 9 contains 151913 members 
Mstep: Class 10 contains 35854 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 19727 members 
Mstep: Class 14 contains 35908 members 
Mstep: Class 15 contains 22904 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16016 members 
Mstep: Class 18 contains 75367 members 
Mstep: Class 20 contains 83835 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 45239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110776120.000000 Penalty: 68589.164062
Iteration 38Q: 21 clusters Score -1.107761e+08 nChanged 6285
Entering ConstructFrom: 
Score: -110776120.000000 Penalty: 68589.164062
Entering ConstructFrom: 
Trying to split cluster 1 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -145509.640625 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -145509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -143274.546875 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -143274.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -145116.484375 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -145116.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147051.921875 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -147051.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -148556.359375 Penalty: 3710.572266
	Iteration 3F: 3 clusters Score -148556.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -149595.421875 Penalty: 3710.572266
	Iteration 4F: 3 clusters Score -149595.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -150006.765625 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -150006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -150207.484375 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -150207.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -150226.828125 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -150226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -150233.796875 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -150233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -150242.671875 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -150242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -150249.343750 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -150249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -150251.406250 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -150251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -150257.609375 Penalty: 3710.572266
	Iteration 12F: 3 clusters Score -150257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -150272.343750 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -150272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -150273.250000 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -150273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -150278.156250 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -150278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -150282.218750 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -150282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -150293.171875 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -150293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -150304.187500 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -150304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -150306.140625 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -150306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -150306.437500 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -150306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -150308.671875 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -150308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -150308.671875 Penalty: 3710.572266
	Iteration 22F: 3 clusters Score -150308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 26456 members 
Mstep: Class 4 contains 48563 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 119786 members 
Mstep: Class 8 contains 291789 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Entering Unmasked Estep 
Score: -110779944.000000 Penalty: 72018.625000
Splitting cluster 1 changes total score from -110776120.000000 to -110779944.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (26456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Entering Unmasked Estep 
Score: -2885060.500000 Penalty: 2525.443115
	Iteration 0F: 2 clusters Score -2885060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2866907.750000 Penalty: 5050.886230
	Iteration 0F: 3 clusters Score -2866908 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2876626.250000 Penalty: 5050.886230
	Iteration 1F: 3 clusters Score -2876626 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2880382.750000 Penalty: 5050.886230
	Iteration 2F: 3 clusters Score -2880383 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2882104.500000 Penalty: 5050.886230
	Iteration 3F: 3 clusters Score -2882104 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2883628.000000 Penalty: 5050.886230
	Iteration 4F: 3 clusters Score -2883628 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2885368.250000 Penalty: 5050.886230
	Iteration 5F: 3 clusters Score -2885368 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2887263.000000 Penalty: 5050.886230
	Iteration 6F: 3 clusters Score -2887263 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2888533.750000 Penalty: 5050.886230
	Iteration 7F: 3 clusters Score -2888534 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2889260.750000 Penalty: 5050.886230
	Iteration 8Q: 3 clusters Score -2889261 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2889773.500000 Penalty: 5050.886230
	Iteration 9Q: 3 clusters Score -2889774 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2890056.000000 Penalty: 5050.886230
	Iteration 10Q: 3 clusters Score -2890056 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2890259.000000 Penalty: 5050.886230
	Iteration 11Q: 3 clusters Score -2890259 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2890375.750000 Penalty: 5050.886230
	Iteration 12Q: 3 clusters Score -2890376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2890463.750000 Penalty: 5050.886230
	Iteration 13Q: 3 clusters Score -2890464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2890531.500000 Penalty: 5050.886230
	Iteration 14Q: 3 clusters Score -2890532 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2890574.250000 Penalty: 5050.886230
	Iteration 15Q: 3 clusters Score -2890574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2890622.000000 Penalty: 5050.886230
	Iteration 16Q: 3 clusters Score -2890622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2890669.500000 Penalty: 5050.886230
	Iteration 17Q: 3 clusters Score -2890670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2890694.250000 Penalty: 5050.886230
	Iteration 18Q: 3 clusters Score -2890694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2890744.500000 Penalty: 5050.886230
	Iteration 19Q: 3 clusters Score -2890744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2890762.000000 Penalty: 5050.886230
	Iteration 20F: 3 clusters Score -2890762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2890779.250000 Penalty: 5050.886230
	Iteration 21Q: 3 clusters Score -2890779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2890793.750000 Penalty: 5050.886230
	Iteration 22Q: 3 clusters Score -2890794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2890809.250000 Penalty: 5050.886230
	Iteration 23Q: 3 clusters Score -2890809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2890823.750000 Penalty: 5050.886230
	Iteration 24Q: 3 clusters Score -2890824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2890838.250000 Penalty: 5050.886230
	Iteration 25Q: 3 clusters Score -2890838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2890862.500000 Penalty: 5050.886230
	Iteration 26Q: 3 clusters Score -2890862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2890904.250000 Penalty: 5050.886230
	Iteration 27Q: 3 clusters Score -2890904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2890952.000000 Penalty: 5050.886230
	Iteration 28Q: 3 clusters Score -2890952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2891011.500000 Penalty: 5050.886230
	Iteration 29Q: 3 clusters Score -2891012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2891075.250000 Penalty: 5050.886230
	Iteration 30Q: 3 clusters Score -2891075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2891120.250000 Penalty: 5050.886230
	Iteration 31Q: 3 clusters Score -2891120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2891166.500000 Penalty: 5050.886230
	Iteration 32Q: 3 clusters Score -2891166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2891208.000000 Penalty: 5050.886230
	Iteration 33Q: 3 clusters Score -2891208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2891263.750000 Penalty: 5050.886230
	Iteration 34Q: 3 clusters Score -2891264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2891303.250000 Penalty: 5050.886230
	Iteration 35Q: 3 clusters Score -2891303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2891354.750000 Penalty: 5050.886230
	Iteration 36Q: 3 clusters Score -2891355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2891408.000000 Penalty: 5050.886230
	Iteration 37Q: 3 clusters Score -2891408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2891496.750000 Penalty: 5050.886230
	Iteration 38Q: 3 clusters Score -2891497 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2891579.750000 Penalty: 5050.886230
	Iteration 39Q: 3 clusters Score -2891580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2891659.750000 Penalty: 5050.886230
	Iteration 40F: 3 clusters Score -2891660 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2891734.000000 Penalty: 5050.886230
	Iteration 41Q: 3 clusters Score -2891734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2891783.500000 Penalty: 5050.886230
	Iteration 42Q: 3 clusters Score -2891784 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2891818.000000 Penalty: 5050.886230
	Iteration 43Q: 3 clusters Score -2891818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2891833.000000 Penalty: 5050.886230
	Iteration 44Q: 3 clusters Score -2891833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2891837.000000 Penalty: 5050.886230
	Iteration 45Q: 3 clusters Score -2891837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2891841.000000 Penalty: 5050.886230
	Iteration 46Q: 3 clusters Score -2891841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2891838.500000 Penalty: 5050.886230
	Iteration 47Q: 3 clusters Score -2891838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2891843.500000 Penalty: 5050.886230
	Iteration 48Q: 3 clusters Score -2891844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2891847.000000 Penalty: 5050.886230
	Iteration 49Q: 3 clusters Score -2891847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2891849.750000 Penalty: 5050.886230
	Iteration 50Q: 3 clusters Score -2891850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2891846.750000 Penalty: 5050.886230
	Iteration 51Q: 3 clusters Score -2891847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2891849.250000 Penalty: 5050.886230
	Iteration 52Q: 3 clusters Score -2891849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2891847.750000 Penalty: 5050.886230
	Iteration 53Q: 3 clusters Score -2891848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2891852.750000 Penalty: 5050.886230
	Iteration 54Q: 3 clusters Score -2891853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2891853.250000 Penalty: 5050.886230
	Iteration 55Q: 3 clusters Score -2891853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2891853.500000 Penalty: 5050.886230
	Iteration 56Q: 3 clusters Score -2891854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2891854.250000 Penalty: 5050.886230
	Iteration 57Q: 3 clusters Score -2891854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2891856.250000 Penalty: 5050.886230
	Iteration 58Q: 3 clusters Score -2891856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2891856.250000 Penalty: 5050.886230
	Iteration 59F: 3 clusters Score -2891856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 48563 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 119786 members 
Mstep: Class 8 contains 291789 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Entering Unmasked Estep 
Score: -110785888.000000 Penalty: 75448.078125
Splitting cluster 3 changes total score from -110776120.000000 to -110785888.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (48563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Entering Unmasked Estep 
Score: -5341913.000000 Penalty: 2676.072998
	Iteration 0F: 2 clusters Score -5341913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5309153.000000 Penalty: 5352.145996
	Iteration 0F: 3 clusters Score -5309153 nChanged 22346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5321560.000000 Penalty: 5352.145996
	Iteration 1F: 3 clusters Score -5321560 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -5322392.500000 Penalty: 5352.145996
	Iteration 2Q: 3 clusters Score -5322392 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5323882.000000 Penalty: 5352.145996
	Iteration 3Q: 3 clusters Score -5323882 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -5325975.000000 Penalty: 5352.145996
	Iteration 4F: 3 clusters Score -5325975 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5328212.500000 Penalty: 5352.145996
	Iteration 5F: 3 clusters Score -5328212 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -5330326.000000 Penalty: 5352.145996
	Iteration 6F: 3 clusters Score -5330326 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5332143.500000 Penalty: 5352.145996
	Iteration 7F: 3 clusters Score -5332144 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5333800.000000 Penalty: 5352.145996
	Iteration 8F: 3 clusters Score -5333800 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -5335144.500000 Penalty: 5352.145996
	Iteration 9F: 3 clusters Score -5335144 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -5336348.500000 Penalty: 5352.145996
	Iteration 10Q: 3 clusters Score -5336348 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -5337502.500000 Penalty: 5352.145996
	Iteration 11Q: 3 clusters Score -5337502 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -5338667.500000 Penalty: 5352.145996
	Iteration 12Q: 3 clusters Score -5338668 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5339842.500000 Penalty: 5352.145996
	Iteration 13Q: 3 clusters Score -5339842 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -5340992.000000 Penalty: 5352.145996
	Iteration 14Q: 3 clusters Score -5340992 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -5342111.000000 Penalty: 5352.145996
	Iteration 15Q: 3 clusters Score -5342111 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5342812.500000 Penalty: 5352.145996
	Iteration 16Q: 3 clusters Score -5342812 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -5343166.500000 Penalty: 5352.145996
	Iteration 17Q: 3 clusters Score -5343166 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5343373.500000 Penalty: 5352.145996
	Iteration 18Q: 3 clusters Score -5343374 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5343476.500000 Penalty: 5352.145996
	Iteration 19Q: 3 clusters Score -5343476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5343545.500000 Penalty: 5352.145996
	Iteration 20F: 3 clusters Score -5343546 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5343560.000000 Penalty: 5352.145996
	Iteration 21Q: 3 clusters Score -5343560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5343573.500000 Penalty: 5352.145996
	Iteration 22Q: 3 clusters Score -5343574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5343590.000000 Penalty: 5352.145996
	Iteration 23Q: 3 clusters Score -5343590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5343594.500000 Penalty: 5352.145996
	Iteration 24Q: 3 clusters Score -5343594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5343596.500000 Penalty: 5352.145996
	Iteration 25Q: 3 clusters Score -5343596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5343604.000000 Penalty: 5352.145996
	Iteration 26Q: 3 clusters Score -5343604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5343607.500000 Penalty: 5352.145996
	Iteration 27Q: 3 clusters Score -5343608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5343613.000000 Penalty: 5352.145996
	Iteration 28Q: 3 clusters Score -5343613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5343611.000000 Penalty: 5352.145996
	Iteration 29Q: 3 clusters Score -5343611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5343612.000000 Penalty: 5352.145996
	Iteration 30Q: 3 clusters Score -5343612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5343620.500000 Penalty: 5352.145996
	Iteration 31Q: 3 clusters Score -5343620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5343611.500000 Penalty: 5352.145996
	Iteration 32Q: 3 clusters Score -5343612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5343619.000000 Penalty: 5352.145996
	Iteration 33Q: 3 clusters Score -5343619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5343620.000000 Penalty: 5352.145996
	Iteration 34Q: 3 clusters Score -5343620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5343618.500000 Penalty: 5352.145996
	Iteration 35Q: 3 clusters Score -5343618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5343626.000000 Penalty: 5352.145996
	Iteration 36Q: 3 clusters Score -5343626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5343626.000000 Penalty: 5352.145996
	Iteration 37F: 3 clusters Score -5343626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 119786 members 
Mstep: Class 8 contains 291789 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Entering Unmasked Estep 
Score: -110786416.000000 Penalty: 78877.539062
Splitting cluster 4 changes total score from -110776120.000000 to -110786416.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -415456.937500 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -415456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -411746.968750 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -411747 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -413985.062500 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -413985.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -416554.812500 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -416554.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -418689.812500 Penalty: 4103.068359
	Iteration 3F: 3 clusters Score -418689.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -420307.718750 Penalty: 4103.068359
	Iteration 4F: 3 clusters Score -420307.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -421767.906250 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -421767.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -422460.906250 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -422460.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423005.000000 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -423005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -423042.875000 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -423042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -423048.156250 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -423048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -423048.156250 Penalty: 4103.068359
	Iteration 10F: 3 clusters Score -423048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 119786 members 
Mstep: Class 8 contains 291789 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
Score: -110792728.000000 Penalty: 82307.000000
Splitting cluster 5 changes total score from -110776120.000000 to -110792728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -186557.359375 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -186557.4 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 1136 members 
Entering Unmasked Estep 
Score: -184145.078125 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -184145.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -187603.750000 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -187603.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -191418.187500 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -191418.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -193646.703125 Penalty: 3836.341309
	Iteration 3F: 3 clusters Score -193646.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -194480.171875 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -194480.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -195875.875000 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -195875.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196267.281250 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -196267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196362.921875 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -196362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196366.640625 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -196366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -196368.515625 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -196368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -196370.515625 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -196370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -196373.609375 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -196373.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -196381.625000 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -196381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -196391.734375 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -196391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196398.921875 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -196398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -196405.750000 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -196405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -196424.828125 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -196424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -196436.984375 Penalty: 3836.341309
	Iteration 17Q: 3 clusters Score -196437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -196449.812500 Penalty: 3836.341309
	Iteration 18Q: 3 clusters Score -196449.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -196465.500000 Penalty: 3836.341309
	Iteration 19Q: 3 clusters Score -196465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -196479.031250 Penalty: 3836.341309
	Iteration 20F: 3 clusters Score -196479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -196481.437500 Penalty: 3836.341309
	Iteration 21Q: 3 clusters Score -196481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -196483.296875 Penalty: 3836.341309
	Iteration 22Q: 3 clusters Score -196483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -196485.234375 Penalty: 3836.341309
	Iteration 23Q: 3 clusters Score -196485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -196487.984375 Penalty: 3836.341309
	Iteration 24Q: 3 clusters Score -196488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -196488.406250 Penalty: 3836.341309
	Iteration 25Q: 3 clusters Score -196488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -196488.421875 Penalty: 3836.341309
	Iteration 26Q: 3 clusters Score -196488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -196488.421875 Penalty: 3836.341309
	Iteration 27F: 3 clusters Score -196488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 119786 members 
Mstep: Class 8 contains 291789 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Entering Unmasked Estep 
Score: -110801064.000000 Penalty: 85736.453125
Splitting cluster 6 changes total score from -110776120.000000 to -110801064.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (119786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Entering Unmasked Estep 
Score: -13488040.000000 Penalty: 2899.978760
	Iteration 0F: 2 clusters Score -1.348804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -13408190.000000 Penalty: 5799.957520
	Iteration 0F: 3 clusters Score -1.340819e+07 nChanged 56931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -13441239.000000 Penalty: 5799.957520
	Iteration 1F: 3 clusters Score -1.344124e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -13443711.000000 Penalty: 5799.957520
	Iteration 2Q: 3 clusters Score -1.344371e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -13449280.000000 Penalty: 5799.957520
	Iteration 3F: 3 clusters Score -1.344928e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -13457784.000000 Penalty: 5799.957520
	Iteration 4F: 3 clusters Score -1.345778e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -13466032.000000 Penalty: 5799.957520
	Iteration 5F: 3 clusters Score -1.346603e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -13471860.000000 Penalty: 5799.957520
	Iteration 6F: 3 clusters Score -1.347186e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -13475434.000000 Penalty: 5799.957520
	Iteration 7F: 3 clusters Score -1.347543e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -13477648.000000 Penalty: 5799.957520
	Iteration 8Q: 3 clusters Score -1.347765e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -13479523.000000 Penalty: 5799.957520
	Iteration 9Q: 3 clusters Score -1.347952e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -13481210.000000 Penalty: 5799.957520
	Iteration 10Q: 3 clusters Score -1.348121e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -13482962.000000 Penalty: 5799.957520
	Iteration 11Q: 3 clusters Score -1.348296e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -13484802.000000 Penalty: 5799.957520
	Iteration 12Q: 3 clusters Score -1.34848e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -13486602.000000 Penalty: 5799.957520
	Iteration 13Q: 3 clusters Score -1.34866e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -13488436.000000 Penalty: 5799.957520
	Iteration 14Q: 3 clusters Score -1.348844e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -13490156.000000 Penalty: 5799.957520
	Iteration 15Q: 3 clusters Score -1.349016e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -13491656.000000 Penalty: 5799.957520
	Iteration 16Q: 3 clusters Score -1.349166e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -13492646.000000 Penalty: 5799.957520
	Iteration 17Q: 3 clusters Score -1.349265e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -13493156.000000 Penalty: 5799.957520
	Iteration 18Q: 3 clusters Score -1.349316e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -13493382.000000 Penalty: 5799.957520
	Iteration 19Q: 3 clusters Score -1.349338e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 112367 members 
Entering Unmasked Estep 
Score: -13493525.000000 Penalty: 5799.957520
	Iteration 20F: 3 clusters Score -1.349352e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -13493612.000000 Penalty: 5799.957520
	Iteration 21Q: 3 clusters Score -1.349361e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -13493656.000000 Penalty: 5799.957520
	Iteration 22Q: 3 clusters Score -1.349366e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -13493660.000000 Penalty: 5799.957520
	Iteration 23Q: 3 clusters Score -1.349366e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -13493663.000000 Penalty: 5799.957520
	Iteration 24Q: 3 clusters Score -1.349366e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -13493658.000000 Penalty: 5799.957520
	Iteration 25Q: 3 clusters Score -1.349366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 113117 members 
Entering Unmasked Estep 
Score: -13493661.000000 Penalty: 5799.957520
	Iteration 26Q: 3 clusters Score -1.349366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -13493659.000000 Penalty: 5799.957520
	Iteration 27Q: 3 clusters Score -1.349366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 113160 members 
Entering Unmasked Estep 
Score: -13493660.000000 Penalty: 5799.957520
	Iteration 28Q: 3 clusters Score -1.349366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -13493657.000000 Penalty: 5799.957520
	Iteration 29Q: 3 clusters Score -1.349366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
Score: -13493659.000000 Penalty: 5799.957520
	Iteration 30Q: 3 clusters Score -1.349366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 113198 members 
Entering Unmasked Estep 
Score: -13493663.000000 Penalty: 5799.957520
	Iteration 31Q: 3 clusters Score -1.349366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -13493649.000000 Penalty: 5799.957520
	Iteration 32Q: 3 clusters Score -1.349365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -13493658.000000 Penalty: 5799.957520
	Iteration 33Q: 3 clusters Score -1.349366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -13493659.000000 Penalty: 5799.957520
	Iteration 34Q: 3 clusters Score -1.349366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -13493675.000000 Penalty: 5799.957520
	Iteration 35Q: 3 clusters Score -1.349368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -13493673.000000 Penalty: 5799.957520
	Iteration 36Q: 3 clusters Score -1.349367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 113245 members 
Entering Unmasked Estep 
Score: -13493681.000000 Penalty: 5799.957520
	Iteration 37Q: 3 clusters Score -1.349368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -13493685.000000 Penalty: 5799.957520
	Iteration 38Q: 3 clusters Score -1.349368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -13493685.000000 Penalty: 5799.957520
	Iteration 39F: 3 clusters Score -1.349368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 291789 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 113247 members 
Entering Unmasked Estep 
Score: -110805784.000000 Penalty: 89165.914062
Splitting cluster 7 changes total score from -110776120.000000 to -110805784.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (291789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291789 members 
Entering Unmasked Estep 
Score: -32842652.000000 Penalty: 3120.778809
	Iteration 0F: 2 clusters Score -3.284265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -32653002.000000 Penalty: 6241.557617
	Iteration 0F: 3 clusters Score -3.2653e+07 nChanged 141731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -32737864.000000 Penalty: 6241.557617
	Iteration 1F: 3 clusters Score -3.273786e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 159150 members 
Entering Unmasked Estep 
Score: -32740308.000000 Penalty: 6241.557617
	Iteration 2Q: 3 clusters Score -3.274031e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125224 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -32744536.000000 Penalty: 6241.557617
	Iteration 3Q: 3 clusters Score -3.274454e+07 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 177693 members 
Entering Unmasked Estep 
Score: -32752166.000000 Penalty: 6241.557617
	Iteration 4F: 3 clusters Score -3.275217e+07 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -32765686.000000 Penalty: 6241.557617
	Iteration 5F: 3 clusters Score -3.276569e+07 nChanged 23292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 213588 members 
Entering Unmasked Estep 
Score: -32786102.000000 Penalty: 6241.557617
	Iteration 6F: 3 clusters Score -3.27861e+07 nChanged 23565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 234065 members 
Entering Unmasked Estep 
Score: -32808250.000000 Penalty: 6241.557617
	Iteration 7F: 3 clusters Score -3.280825e+07 nChanged 18914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 250169 members 
Entering Unmasked Estep 
Score: -32826278.000000 Penalty: 6241.557617
	Iteration 8F: 3 clusters Score -3.282628e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 260406 members 
Entering Unmasked Estep 
Score: -32837634.000000 Penalty: 6241.557617
	Iteration 9Q: 3 clusters Score -3.283763e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 266637 members 
Entering Unmasked Estep 
Score: -32843688.000000 Penalty: 6241.557617
	Iteration 10Q: 3 clusters Score -3.284369e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 270877 members 
Entering Unmasked Estep 
Score: -32847248.000000 Penalty: 6241.557617
	Iteration 11Q: 3 clusters Score -3.284725e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 273865 members 
Entering Unmasked Estep 
Score: -32849620.000000 Penalty: 6241.557617
	Iteration 12Q: 3 clusters Score -3.284962e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 275809 members 
Entering Unmasked Estep 
Score: -32851198.000000 Penalty: 6241.557617
	Iteration 13Q: 3 clusters Score -3.28512e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 277090 members 
Entering Unmasked Estep 
Score: -32852172.000000 Penalty: 6241.557617
	Iteration 14Q: 3 clusters Score -3.285217e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 277897 members 
Entering Unmasked Estep 
Score: -32852552.000000 Penalty: 6241.557617
	Iteration 15Q: 3 clusters Score -3.285255e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 278444 members 
Entering Unmasked Estep 
Score: -32852698.000000 Penalty: 6241.557617
	Iteration 16Q: 3 clusters Score -3.28527e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 278848 members 
Entering Unmasked Estep 
Score: -32852772.000000 Penalty: 6241.557617
	Iteration 17Q: 3 clusters Score -3.285277e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 279127 members 
Entering Unmasked Estep 
Score: -32852764.000000 Penalty: 6241.557617
	Iteration 18Q: 3 clusters Score -3.285276e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 279335 members 
Entering Unmasked Estep 
Score: -32852852.000000 Penalty: 6241.557617
	Iteration 19Q: 3 clusters Score -3.285285e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 279504 members 
Entering Unmasked Estep 
Score: -32852902.000000 Penalty: 6241.557617
	Iteration 20F: 3 clusters Score -3.28529e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 279634 members 
Entering Unmasked Estep 
Score: -32852918.000000 Penalty: 6241.557617
	Iteration 21Q: 3 clusters Score -3.285292e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 279706 members 
Entering Unmasked Estep 
Score: -32852956.000000 Penalty: 6241.557617
	Iteration 22Q: 3 clusters Score -3.285296e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 279755 members 
Entering Unmasked Estep 
Score: -32852966.000000 Penalty: 6241.557617
	Iteration 23Q: 3 clusters Score -3.285297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 279792 members 
Entering Unmasked Estep 
Score: -32852938.000000 Penalty: 6241.557617
	Iteration 24Q: 3 clusters Score -3.285294e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 279827 members 
Entering Unmasked Estep 
Score: -32852964.000000 Penalty: 6241.557617
	Iteration 25Q: 3 clusters Score -3.285296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 279860 members 
Entering Unmasked Estep 
Score: -32852960.000000 Penalty: 6241.557617
	Iteration 26Q: 3 clusters Score -3.285296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 279878 members 
Entering Unmasked Estep 
Score: -32852950.000000 Penalty: 6241.557617
	Iteration 27Q: 3 clusters Score -3.285295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 279889 members 
Entering Unmasked Estep 
Score: -32852964.000000 Penalty: 6241.557617
	Iteration 28Q: 3 clusters Score -3.285296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 279900 members 
Entering Unmasked Estep 
Score: -32852954.000000 Penalty: 6241.557617
	Iteration 29Q: 3 clusters Score -3.285295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 279915 members 
Entering Unmasked Estep 
Score: -32852938.000000 Penalty: 6241.557617
	Iteration 30Q: 3 clusters Score -3.285294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 279930 members 
Entering Unmasked Estep 
Score: -32852930.000000 Penalty: 6241.557617
	Iteration 31Q: 3 clusters Score -3.285293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 279939 members 
Entering Unmasked Estep 
Score: -32852938.000000 Penalty: 6241.557617
	Iteration 32Q: 3 clusters Score -3.285294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 279942 members 
Entering Unmasked Estep 
Score: -32852944.000000 Penalty: 6241.557617
	Iteration 33Q: 3 clusters Score -3.285294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 279950 members 
Entering Unmasked Estep 
Score: -32852938.000000 Penalty: 6241.557617
	Iteration 34Q: 3 clusters Score -3.285294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 279956 members 
Entering Unmasked Estep 
Score: -32852924.000000 Penalty: 6241.557617
	Iteration 35Q: 3 clusters Score -3.285292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 279960 members 
Entering Unmasked Estep 
Score: -32852936.000000 Penalty: 6241.557617
	Iteration 36Q: 3 clusters Score -3.285294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 279962 members 
Entering Unmasked Estep 
Score: -32852938.000000 Penalty: 6241.557617
	Iteration 37Q: 3 clusters Score -3.285294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 279963 members 
Entering Unmasked Estep 
Score: -32852950.000000 Penalty: 6241.557617
	Iteration 38Q: 3 clusters Score -3.285295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 279964 members 
Entering Unmasked Estep 
Score: -32852942.000000 Penalty: 6241.557617
	Iteration 39Q: 3 clusters Score -3.285294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 279964 members 
Entering Unmasked Estep 
Score: -32852942.000000 Penalty: 6241.557617
	Iteration 40F: 3 clusters Score -3.285294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 113247 members 
Mstep: Class 27 contains 279964 members 
Entering Unmasked Estep 
Score: -110815040.000000 Penalty: 92595.375000
Splitting cluster 8 changes total score from -110776120.000000 to -110815040.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (154004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Entering Unmasked Estep 
Score: -17430836.000000 Penalty: 2962.293945
	Iteration 0F: 2 clusters Score -1.743084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -17327596.000000 Penalty: 5924.587891
	Iteration 0F: 3 clusters Score -1.73276e+07 nChanged 73555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -17370130.000000 Penalty: 5924.587891
	Iteration 1F: 3 clusters Score -1.737013e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -17370890.000000 Penalty: 5924.587891
	Iteration 2Q: 3 clusters Score -1.737089e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -17371750.000000 Penalty: 5924.587891
	Iteration 3Q: 3 clusters Score -1.737175e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -17372756.000000 Penalty: 5924.587891
	Iteration 4Q: 3 clusters Score -1.737276e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -17374108.000000 Penalty: 5924.587891
	Iteration 5Q: 3 clusters Score -1.737411e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -17375918.000000 Penalty: 5924.587891
	Iteration 6Q: 3 clusters Score -1.737592e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -17378384.000000 Penalty: 5924.587891
	Iteration 7Q: 3 clusters Score -1.737838e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -17381938.000000 Penalty: 5924.587891
	Iteration 8Q: 3 clusters Score -1.738194e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -17386994.000000 Penalty: 5924.587891
	Iteration 9F: 3 clusters Score -1.738699e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -17393396.000000 Penalty: 5924.587891
	Iteration 10F: 3 clusters Score -1.73934e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -17400268.000000 Penalty: 5924.587891
	Iteration 11F: 3 clusters Score -1.740027e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -17405286.000000 Penalty: 5924.587891
	Iteration 12F: 3 clusters Score -1.740529e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -17407758.000000 Penalty: 5924.587891
	Iteration 13Q: 3 clusters Score -1.740776e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -17408842.000000 Penalty: 5924.587891
	Iteration 14Q: 3 clusters Score -1.740884e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -17409596.000000 Penalty: 5924.587891
	Iteration 15Q: 3 clusters Score -1.74096e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -17410214.000000 Penalty: 5924.587891
	Iteration 16Q: 3 clusters Score -1.741021e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -17410690.000000 Penalty: 5924.587891
	Iteration 17Q: 3 clusters Score -1.741069e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -17411288.000000 Penalty: 5924.587891
	Iteration 18Q: 3 clusters Score -1.741129e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -17411732.000000 Penalty: 5924.587891
	Iteration 19Q: 3 clusters Score -1.741173e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -17412326.000000 Penalty: 5924.587891
	Iteration 20F: 3 clusters Score -1.741233e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -17412880.000000 Penalty: 5924.587891
	Iteration 21Q: 3 clusters Score -1.741288e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -17413550.000000 Penalty: 5924.587891
	Iteration 22Q: 3 clusters Score -1.741355e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -17414410.000000 Penalty: 5924.587891
	Iteration 23Q: 3 clusters Score -1.741441e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -17415194.000000 Penalty: 5924.587891
	Iteration 24Q: 3 clusters Score -1.741519e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -17416012.000000 Penalty: 5924.587891
	Iteration 25Q: 3 clusters Score -1.741601e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -17416696.000000 Penalty: 5924.587891
	Iteration 26Q: 3 clusters Score -1.74167e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -17417610.000000 Penalty: 5924.587891
	Iteration 27Q: 3 clusters Score -1.741761e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -17418468.000000 Penalty: 5924.587891
	Iteration 28Q: 3 clusters Score -1.741847e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 109741 members 
Entering Unmasked Estep 
Score: -17419318.000000 Penalty: 5924.587891
	Iteration 29Q: 3 clusters Score -1.741932e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -17420324.000000 Penalty: 5924.587891
	Iteration 30Q: 3 clusters Score -1.742032e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -17421210.000000 Penalty: 5924.587891
	Iteration 31Q: 3 clusters Score -1.742121e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -17422056.000000 Penalty: 5924.587891
	Iteration 32Q: 3 clusters Score -1.742206e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -17422850.000000 Penalty: 5924.587891
	Iteration 33Q: 3 clusters Score -1.742285e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 121031 members 
Entering Unmasked Estep 
Score: -17423702.000000 Penalty: 5924.587891
	Iteration 34Q: 3 clusters Score -1.74237e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 122938 members 
Entering Unmasked Estep 
Score: -17424358.000000 Penalty: 5924.587891
	Iteration 35Q: 3 clusters Score -1.742436e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -17424928.000000 Penalty: 5924.587891
	Iteration 36Q: 3 clusters Score -1.742493e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 126420 members 
Entering Unmasked Estep 
Score: -17425616.000000 Penalty: 5924.587891
	Iteration 37Q: 3 clusters Score -1.742562e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 127985 members 
Entering Unmasked Estep 
Score: -17426102.000000 Penalty: 5924.587891
	Iteration 38Q: 3 clusters Score -1.74261e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -17426444.000000 Penalty: 5924.587891
	Iteration 39Q: 3 clusters Score -1.742644e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -17426898.000000 Penalty: 5924.587891
	Iteration 40F: 3 clusters Score -1.74269e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -17427254.000000 Penalty: 5924.587891
	Iteration 41Q: 3 clusters Score -1.742725e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -17427588.000000 Penalty: 5924.587891
	Iteration 42Q: 3 clusters Score -1.742759e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 134009 members 
Entering Unmasked Estep 
Score: -17427858.000000 Penalty: 5924.587891
	Iteration 43Q: 3 clusters Score -1.742786e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 134954 members 
Entering Unmasked Estep 
Score: -17428050.000000 Penalty: 5924.587891
	Iteration 44Q: 3 clusters Score -1.742805e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -17428134.000000 Penalty: 5924.587891
	Iteration 45Q: 3 clusters Score -1.742813e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 136705 members 
Entering Unmasked Estep 
Score: -17428330.000000 Penalty: 5924.587891
	Iteration 46Q: 3 clusters Score -1.742833e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 137468 members 
Entering Unmasked Estep 
Score: -17428490.000000 Penalty: 5924.587891
	Iteration 47Q: 3 clusters Score -1.742849e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 138239 members 
Entering Unmasked Estep 
Score: -17428604.000000 Penalty: 5924.587891
	Iteration 48Q: 3 clusters Score -1.74286e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -17428786.000000 Penalty: 5924.587891
	Iteration 49Q: 3 clusters Score -1.742879e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -17428882.000000 Penalty: 5924.587891
	Iteration 50Q: 3 clusters Score -1.742888e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -17428952.000000 Penalty: 5924.587891
	Iteration 51Q: 3 clusters Score -1.742895e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -17429098.000000 Penalty: 5924.587891
	Iteration 52Q: 3 clusters Score -1.74291e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 140908 members 
Entering Unmasked Estep 
Score: -17429190.000000 Penalty: 5924.587891
	Iteration 53Q: 3 clusters Score -1.742919e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -17429240.000000 Penalty: 5924.587891
	Iteration 54Q: 3 clusters Score -1.742924e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 141771 members 
Entering Unmasked Estep 
Score: -17429330.000000 Penalty: 5924.587891
	Iteration 55Q: 3 clusters Score -1.742933e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 142160 members 
Entering Unmasked Estep 
Score: -17429388.000000 Penalty: 5924.587891
	Iteration 56Q: 3 clusters Score -1.742939e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 142514 members 
Entering Unmasked Estep 
Score: -17429434.000000 Penalty: 5924.587891
	Iteration 57Q: 3 clusters Score -1.742943e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 142852 members 
Entering Unmasked Estep 
Score: -17429478.000000 Penalty: 5924.587891
	Iteration 58Q: 3 clusters Score -1.742948e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -17429536.000000 Penalty: 5924.587891
	Iteration 59Q: 3 clusters Score -1.742954e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 143352 members 
Entering Unmasked Estep 
Score: -17429536.000000 Penalty: 5924.587891
	Iteration 60F: 3 clusters Score -1.742954e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 143549 members 
Entering Unmasked Estep 
Score: -17429506.000000 Penalty: 5924.587891
	Iteration 61Q: 3 clusters Score -1.742951e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -17429574.000000 Penalty: 5924.587891
	Iteration 62Q: 3 clusters Score -1.742957e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -17429588.000000 Penalty: 5924.587891
	Iteration 63Q: 3 clusters Score -1.742959e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -17429570.000000 Penalty: 5924.587891
	Iteration 64Q: 3 clusters Score -1.742957e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -17429574.000000 Penalty: 5924.587891
	Iteration 65Q: 3 clusters Score -1.742957e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -17429576.000000 Penalty: 5924.587891
	Iteration 66Q: 3 clusters Score -1.742958e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 144454 members 
Entering Unmasked Estep 
Score: -17429624.000000 Penalty: 5924.587891
	Iteration 67Q: 3 clusters Score -1.742962e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -17429646.000000 Penalty: 5924.587891
	Iteration 68Q: 3 clusters Score -1.742965e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
Score: -17429680.000000 Penalty: 5924.587891
	Iteration 69Q: 3 clusters Score -1.742968e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 144745 members 
Entering Unmasked Estep 
Score: -17429664.000000 Penalty: 5924.587891
	Iteration 70Q: 3 clusters Score -1.742966e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -17429678.000000 Penalty: 5924.587891
	Iteration 71Q: 3 clusters Score -1.742968e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -17429696.000000 Penalty: 5924.587891
	Iteration 72Q: 3 clusters Score -1.74297e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 144973 members 
Entering Unmasked Estep 
Score: -17429696.000000 Penalty: 5924.587891
	Iteration 73Q: 3 clusters Score -1.74297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 145029 members 
Entering Unmasked Estep 
Score: -17429698.000000 Penalty: 5924.587891
	Iteration 74Q: 3 clusters Score -1.74297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -17429694.000000 Penalty: 5924.587891
	Iteration 75Q: 3 clusters Score -1.742969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -17429710.000000 Penalty: 5924.587891
	Iteration 76Q: 3 clusters Score -1.742971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 145135 members 
Entering Unmasked Estep 
Score: -17429716.000000 Penalty: 5924.587891
	Iteration 77Q: 3 clusters Score -1.742972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 145166 members 
Entering Unmasked Estep 
Score: -17429706.000000 Penalty: 5924.587891
	Iteration 78Q: 3 clusters Score -1.742971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 145202 members 
Entering Unmasked Estep 
Score: -17429708.000000 Penalty: 5924.587891
	Iteration 79Q: 3 clusters Score -1.742971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -17429716.000000 Penalty: 5924.587891
	Iteration 80F: 3 clusters Score -1.742972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -17429714.000000 Penalty: 5924.587891
	Iteration 81Q: 3 clusters Score -1.742971e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -17429732.000000 Penalty: 5924.587891
	Iteration 82Q: 3 clusters Score -1.742973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -17429744.000000 Penalty: 5924.587891
	Iteration 83Q: 3 clusters Score -1.742974e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 145414 members 
Entering Unmasked Estep 
Score: -17429768.000000 Penalty: 5924.587891
	Iteration 84Q: 3 clusters Score -1.742977e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -17429776.000000 Penalty: 5924.587891
	Iteration 85Q: 3 clusters Score -1.742978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 145490 members 
Entering Unmasked Estep 
Score: -17429770.000000 Penalty: 5924.587891
	Iteration 86Q: 3 clusters Score -1.742977e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 145530 members 
Entering Unmasked Estep 
Score: -17429768.000000 Penalty: 5924.587891
	Iteration 87Q: 3 clusters Score -1.742977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 145577 members 
Entering Unmasked Estep 
Score: -17429746.000000 Penalty: 5924.587891
	Iteration 88Q: 3 clusters Score -1.742975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -17429760.000000 Penalty: 5924.587891
	Iteration 89Q: 3 clusters Score -1.742976e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -17429754.000000 Penalty: 5924.587891
	Iteration 90Q: 3 clusters Score -1.742975e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -17429762.000000 Penalty: 5924.587891
	Iteration 91Q: 3 clusters Score -1.742976e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -17429754.000000 Penalty: 5924.587891
	Iteration 92Q: 3 clusters Score -1.742975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 145746 members 
Entering Unmasked Estep 
Score: -17429768.000000 Penalty: 5924.587891
	Iteration 93Q: 3 clusters Score -1.742977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -17429764.000000 Penalty: 5924.587891
	Iteration 94Q: 3 clusters Score -1.742976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 145806 members 
Entering Unmasked Estep 
Score: -17429774.000000 Penalty: 5924.587891
	Iteration 95Q: 3 clusters Score -1.742977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -17429782.000000 Penalty: 5924.587891
	Iteration 96Q: 3 clusters Score -1.742978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -17429800.000000 Penalty: 5924.587891
	Iteration 97Q: 3 clusters Score -1.74298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 145883 members 
Entering Unmasked Estep 
Score: -17429784.000000 Penalty: 5924.587891
	Iteration 98Q: 3 clusters Score -1.742978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 145901 members 
Entering Unmasked Estep 
Score: -17429798.000000 Penalty: 5924.587891
	Iteration 99Q: 3 clusters Score -1.74298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -17429800.000000 Penalty: 5924.587891
	Iteration 100F: 3 clusters Score -1.74298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 145929 members 
Entering Unmasked Estep 
Score: -17429794.000000 Penalty: 5924.587891
	Iteration 101Q: 3 clusters Score -1.742979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 145934 members 
Entering Unmasked Estep 
Score: -17429796.000000 Penalty: 5924.587891
	Iteration 102Q: 3 clusters Score -1.74298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -17429786.000000 Penalty: 5924.587891
	Iteration 103Q: 3 clusters Score -1.742979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 145964 members 
Entering Unmasked Estep 
Score: -17429790.000000 Penalty: 5924.587891
	Iteration 104Q: 3 clusters Score -1.742979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -17429800.000000 Penalty: 5924.587891
	Iteration 105Q: 3 clusters Score -1.74298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -17429806.000000 Penalty: 5924.587891
	Iteration 106Q: 3 clusters Score -1.742981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 146012 members 
Entering Unmasked Estep 
Score: -17429812.000000 Penalty: 5924.587891
	Iteration 107Q: 3 clusters Score -1.742981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -17429790.000000 Penalty: 5924.587891
	Iteration 108Q: 3 clusters Score -1.742979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -17429788.000000 Penalty: 5924.587891
	Iteration 109Q: 3 clusters Score -1.742979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -17429780.000000 Penalty: 5924.587891
	Iteration 110Q: 3 clusters Score -1.742978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 146075 members 
Entering Unmasked Estep 
Score: -17429794.000000 Penalty: 5924.587891
	Iteration 111Q: 3 clusters Score -1.742979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -17429790.000000 Penalty: 5924.587891
	Iteration 112Q: 3 clusters Score -1.742979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 146114 members 
Entering Unmasked Estep 
Score: -17429782.000000 Penalty: 5924.587891
	Iteration 113Q: 3 clusters Score -1.742978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 146131 members 
Entering Unmasked Estep 
Score: -17429760.000000 Penalty: 5924.587891
	Iteration 114Q: 3 clusters Score -1.742976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 146149 members 
Entering Unmasked Estep 
Score: -17429766.000000 Penalty: 5924.587891
	Iteration 115Q: 3 clusters Score -1.742977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -17429788.000000 Penalty: 5924.587891
	Iteration 116Q: 3 clusters Score -1.742979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 146179 members 
Entering Unmasked Estep 
Score: -17429790.000000 Penalty: 5924.587891
	Iteration 117Q: 3 clusters Score -1.742979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -17429774.000000 Penalty: 5924.587891
	Iteration 118Q: 3 clusters Score -1.742977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -17429776.000000 Penalty: 5924.587891
	Iteration 119Q: 3 clusters Score -1.742978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 146196 members 
Entering Unmasked Estep 
Score: -17429790.000000 Penalty: 5924.587891
	Iteration 120F: 3 clusters Score -1.742979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 146199 members 
Entering Unmasked Estep 
Score: -17429780.000000 Penalty: 5924.587891
	Iteration 121Q: 3 clusters Score -1.742978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -17429774.000000 Penalty: 5924.587891
	Iteration 122Q: 3 clusters Score -1.742977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -17429774.000000 Penalty: 5924.587891
	Iteration 123F: 3 clusters Score -1.742977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Entering Unmasked Estep 
Score: -3690381.250000 Penalty: 2601.401611
	Iteration 0F: 2 clusters Score -3690381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3665938.250000 Penalty: 5202.803223
	Iteration 0F: 3 clusters Score -3665938 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3676093.500000 Penalty: 5202.803223
	Iteration 1F: 3 clusters Score -3676094 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3677828.500000 Penalty: 5202.803223
	Iteration 2F: 3 clusters Score -3677828 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3679874.000000 Penalty: 5202.803223
	Iteration 3F: 3 clusters Score -3679874 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3682201.750000 Penalty: 5202.803223
	Iteration 4F: 3 clusters Score -3682202 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3684720.750000 Penalty: 5202.803223
	Iteration 5F: 3 clusters Score -3684721 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3686987.500000 Penalty: 5202.803223
	Iteration 6F: 3 clusters Score -3686988 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3688750.500000 Penalty: 5202.803223
	Iteration 7F: 3 clusters Score -3688750 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3689893.750000 Penalty: 5202.803223
	Iteration 8Q: 3 clusters Score -3689894 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3690689.250000 Penalty: 5202.803223
	Iteration 9Q: 3 clusters Score -3690689 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3691129.250000 Penalty: 5202.803223
	Iteration 10Q: 3 clusters Score -3691129 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3691391.750000 Penalty: 5202.803223
	Iteration 11Q: 3 clusters Score -3691392 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3691516.500000 Penalty: 5202.803223
	Iteration 12Q: 3 clusters Score -3691516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3691610.750000 Penalty: 5202.803223
	Iteration 13Q: 3 clusters Score -3691611 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3691693.750000 Penalty: 5202.803223
	Iteration 14Q: 3 clusters Score -3691694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3691748.500000 Penalty: 5202.803223
	Iteration 15Q: 3 clusters Score -3691748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3691792.500000 Penalty: 5202.803223
	Iteration 16Q: 3 clusters Score -3691792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3691838.500000 Penalty: 5202.803223
	Iteration 17Q: 3 clusters Score -3691838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3691899.500000 Penalty: 5202.803223
	Iteration 18Q: 3 clusters Score -3691900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3691955.500000 Penalty: 5202.803223
	Iteration 19Q: 3 clusters Score -3691956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3692034.750000 Penalty: 5202.803223
	Iteration 20F: 3 clusters Score -3692035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3692070.250000 Penalty: 5202.803223
	Iteration 21Q: 3 clusters Score -3692070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3692091.750000 Penalty: 5202.803223
	Iteration 22Q: 3 clusters Score -3692092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3692090.250000 Penalty: 5202.803223
	Iteration 23Q: 3 clusters Score -3692090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3692088.500000 Penalty: 5202.803223
	Iteration 24Q: 3 clusters Score -3692088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3692089.500000 Penalty: 5202.803223
	Iteration 25Q: 3 clusters Score -3692090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3692090.500000 Penalty: 5202.803223
	Iteration 26Q: 3 clusters Score -3692090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3692096.000000 Penalty: 5202.803223
	Iteration 27Q: 3 clusters Score -3692096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3692096.500000 Penalty: 5202.803223
	Iteration 28Q: 3 clusters Score -3692096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3692101.500000 Penalty: 5202.803223
	Iteration 29Q: 3 clusters Score -3692102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3692098.500000 Penalty: 5202.803223
	Iteration 30Q: 3 clusters Score -3692098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3692102.000000 Penalty: 5202.803223
	Iteration 31Q: 3 clusters Score -3692102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3692102.000000 Penalty: 5202.803223
	Iteration 32F: 3 clusters Score -3692102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 83718 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 113247 members 
Mstep: Class 27 contains 279964 members 
Mstep: Class 28 contains 1269 members 
Entering Unmasked Estep 
Score: -110815952.000000 Penalty: 96024.828125
Splitting cluster 10 changes total score from -110776120.000000 to -110815952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (8209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Entering Unmasked Estep 
Score: -808086.125000 Penalty: 2235.220459
	Iteration 0F: 2 clusters Score -808086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -801654.187500 Penalty: 4470.440918
	Iteration 0F: 3 clusters Score -801654.2 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -804058.750000 Penalty: 4470.440918
	Iteration 1F: 3 clusters Score -804058.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -804904.375000 Penalty: 4470.440918
	Iteration 2F: 3 clusters Score -804904.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -805692.687500 Penalty: 4470.440918
	Iteration 3F: 3 clusters Score -805692.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -806348.312500 Penalty: 4470.440918
	Iteration 4F: 3 clusters Score -806348.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -806852.000000 Penalty: 4470.440918
	Iteration 5F: 3 clusters Score -806852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -807181.500000 Penalty: 4470.440918
	Iteration 6Q: 3 clusters Score -807181.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -807374.750000 Penalty: 4470.440918
	Iteration 7Q: 3 clusters Score -807374.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -807518.625000 Penalty: 4470.440918
	Iteration 8Q: 3 clusters Score -807518.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -807613.687500 Penalty: 4470.440918
	Iteration 9Q: 3 clusters Score -807613.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -807672.000000 Penalty: 4470.440918
	Iteration 10Q: 3 clusters Score -807672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -807723.875000 Penalty: 4470.440918
	Iteration 11Q: 3 clusters Score -807723.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -807751.312500 Penalty: 4470.440918
	Iteration 12Q: 3 clusters Score -807751.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -807776.312500 Penalty: 4470.440918
	Iteration 13Q: 3 clusters Score -807776.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -807792.062500 Penalty: 4470.440918
	Iteration 14Q: 3 clusters Score -807792.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -807807.250000 Penalty: 4470.440918
	Iteration 15Q: 3 clusters Score -807807.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -807826.187500 Penalty: 4470.440918
	Iteration 16Q: 3 clusters Score -807826.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -807834.937500 Penalty: 4470.440918
	Iteration 17Q: 3 clusters Score -807834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -807841.937500 Penalty: 4470.440918
	Iteration 18Q: 3 clusters Score -807841.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -807847.375000 Penalty: 4470.440918
	Iteration 19Q: 3 clusters Score -807847.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -807861.437500 Penalty: 4470.440918
	Iteration 20F: 3 clusters Score -807861.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -807872.250000 Penalty: 4470.440918
	Iteration 21Q: 3 clusters Score -807872.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -807883.125000 Penalty: 4470.440918
	Iteration 22Q: 3 clusters Score -807883.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -807893.000000 Penalty: 4470.440918
	Iteration 23Q: 3 clusters Score -807893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -807900.750000 Penalty: 4470.440918
	Iteration 24Q: 3 clusters Score -807900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -807903.562500 Penalty: 4470.440918
	Iteration 25Q: 3 clusters Score -807903.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -807906.187500 Penalty: 4470.440918
	Iteration 26Q: 3 clusters Score -807906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -807904.937500 Penalty: 4470.440918
	Iteration 27Q: 3 clusters Score -807904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -807906.062500 Penalty: 4470.440918
	Iteration 28Q: 3 clusters Score -807906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -807906.312500 Penalty: 4470.440918
	Iteration 29Q: 3 clusters Score -807906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -807905.937500 Penalty: 4470.440918
	Iteration 30Q: 3 clusters Score -807905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -807906.125000 Penalty: 4470.440918
	Iteration 31Q: 3 clusters Score -807906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -807906.562500 Penalty: 4470.440918
	Iteration 32Q: 3 clusters Score -807906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -807906.000000 Penalty: 4470.440918
	Iteration 33Q: 3 clusters Score -807906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -807906.312500 Penalty: 4470.440918
	Iteration 34Q: 3 clusters Score -807906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -807908.000000 Penalty: 4470.440918
	Iteration 35Q: 3 clusters Score -807908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -807908.000000 Penalty: 4470.440918
	Iteration 36Q: 3 clusters Score -807908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -807908.000000 Penalty: 4470.440918
	Iteration 37F: 3 clusters Score -807908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -1628395.750000 Penalty: 2379.185791
	Iteration 0F: 2 clusters Score -1628396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1617823.625000 Penalty: 4758.371582
	Iteration 0F: 3 clusters Score -1617824 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1621122.000000 Penalty: 4758.371582
	Iteration 1F: 3 clusters Score -1621122 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1621549.875000 Penalty: 4758.371582
	Iteration 2F: 3 clusters Score -1621550 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1621924.875000 Penalty: 4758.371582
	Iteration 3F: 3 clusters Score -1621925 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1622281.375000 Penalty: 4758.371582
	Iteration 4F: 3 clusters Score -1622281 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1622634.625000 Penalty: 4758.371582
	Iteration 5Q: 3 clusters Score -1622635 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1622987.125000 Penalty: 4758.371582
	Iteration 6Q: 3 clusters Score -1622987 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1623384.375000 Penalty: 4758.371582
	Iteration 7Q: 3 clusters Score -1623384 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1623802.375000 Penalty: 4758.371582
	Iteration 8Q: 3 clusters Score -1623802 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1624258.625000 Penalty: 4758.371582
	Iteration 9Q: 3 clusters Score -1624259 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1624677.000000 Penalty: 4758.371582
	Iteration 10Q: 3 clusters Score -1624677 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1625060.125000 Penalty: 4758.371582
	Iteration 11Q: 3 clusters Score -1625060 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1625380.625000 Penalty: 4758.371582
	Iteration 12Q: 3 clusters Score -1625381 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1625651.875000 Penalty: 4758.371582
	Iteration 13Q: 3 clusters Score -1625652 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1625842.000000 Penalty: 4758.371582
	Iteration 14Q: 3 clusters Score -1625842 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1625967.125000 Penalty: 4758.371582
	Iteration 15Q: 3 clusters Score -1625967 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1626070.750000 Penalty: 4758.371582
	Iteration 16Q: 3 clusters Score -1626071 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1626148.500000 Penalty: 4758.371582
	Iteration 17Q: 3 clusters Score -1626148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1626201.625000 Penalty: 4758.371582
	Iteration 18Q: 3 clusters Score -1626202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1626236.000000 Penalty: 4758.371582
	Iteration 19Q: 3 clusters Score -1626236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1626273.625000 Penalty: 4758.371582
	Iteration 20F: 3 clusters Score -1626274 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1626309.125000 Penalty: 4758.371582
	Iteration 21Q: 3 clusters Score -1626309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1626348.750000 Penalty: 4758.371582
	Iteration 22Q: 3 clusters Score -1626349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1626375.875000 Penalty: 4758.371582
	Iteration 23Q: 3 clusters Score -1626376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1626407.250000 Penalty: 4758.371582
	Iteration 24Q: 3 clusters Score -1626407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1626425.125000 Penalty: 4758.371582
	Iteration 25Q: 3 clusters Score -1626425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1626438.500000 Penalty: 4758.371582
	Iteration 26Q: 3 clusters Score -1626438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1626452.875000 Penalty: 4758.371582
	Iteration 27Q: 3 clusters Score -1626453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1626457.250000 Penalty: 4758.371582
	Iteration 28Q: 3 clusters Score -1626457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1626469.375000 Penalty: 4758.371582
	Iteration 29Q: 3 clusters Score -1626469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1626480.750000 Penalty: 4758.371582
	Iteration 30Q: 3 clusters Score -1626481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1626486.625000 Penalty: 4758.371582
	Iteration 31Q: 3 clusters Score -1626487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1626494.250000 Penalty: 4758.371582
	Iteration 32Q: 3 clusters Score -1626494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1626503.000000 Penalty: 4758.371582
	Iteration 33Q: 3 clusters Score -1626503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1626513.125000 Penalty: 4758.371582
	Iteration 34Q: 3 clusters Score -1626513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1626521.375000 Penalty: 4758.371582
	Iteration 35Q: 3 clusters Score -1626521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1626532.750000 Penalty: 4758.371582
	Iteration 36Q: 3 clusters Score -1626533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1626537.875000 Penalty: 4758.371582
	Iteration 37Q: 3 clusters Score -1626538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1626540.500000 Penalty: 4758.371582
	Iteration 38Q: 3 clusters Score -1626540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1626548.375000 Penalty: 4758.371582
	Iteration 39Q: 3 clusters Score -1626548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1626548.625000 Penalty: 4758.371582
	Iteration 40F: 3 clusters Score -1626549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1626551.875000 Penalty: 4758.371582
	Iteration 41Q: 3 clusters Score -1626552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1626557.750000 Penalty: 4758.371582
	Iteration 42Q: 3 clusters Score -1626558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1626559.250000 Penalty: 4758.371582
	Iteration 43Q: 3 clusters Score -1626559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1626560.625000 Penalty: 4758.371582
	Iteration 44Q: 3 clusters Score -1626561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1626563.500000 Penalty: 4758.371582
	Iteration 45Q: 3 clusters Score -1626564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1626558.250000 Penalty: 4758.371582
	Iteration 46Q: 3 clusters Score -1626558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1626559.375000 Penalty: 4758.371582
	Iteration 47Q: 3 clusters Score -1626559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1626562.250000 Penalty: 4758.371582
	Iteration 48Q: 3 clusters Score -1626562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1626563.375000 Penalty: 4758.371582
	Iteration 49Q: 3 clusters Score -1626563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1626563.375000 Penalty: 4758.371582
	Iteration 50F: 3 clusters Score -1626563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Entering Unmasked Estep 
Score: -2136072.500000 Penalty: 2448.216797
	Iteration 0F: 2 clusters Score -2136072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2122497.500000 Penalty: 4896.433594
	Iteration 0F: 3 clusters Score -2122498 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2127053.500000 Penalty: 4896.433594
	Iteration 1F: 3 clusters Score -2127054 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2127663.000000 Penalty: 4896.433594
	Iteration 2F: 3 clusters Score -2127663 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2128435.500000 Penalty: 4896.433594
	Iteration 3F: 3 clusters Score -2128436 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2129299.500000 Penalty: 4896.433594
	Iteration 4F: 3 clusters Score -2129300 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2130181.250000 Penalty: 4896.433594
	Iteration 5F: 3 clusters Score -2130181 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2131105.250000 Penalty: 4896.433594
	Iteration 6F: 3 clusters Score -2131105 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2131969.250000 Penalty: 4896.433594
	Iteration 7F: 3 clusters Score -2131969 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2132708.000000 Penalty: 4896.433594
	Iteration 8F: 3 clusters Score -2132708 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2133339.250000 Penalty: 4896.433594
	Iteration 9Q: 3 clusters Score -2133339 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2133802.000000 Penalty: 4896.433594
	Iteration 10Q: 3 clusters Score -2133802 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2134145.000000 Penalty: 4896.433594
	Iteration 11Q: 3 clusters Score -2134145 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2134411.500000 Penalty: 4896.433594
	Iteration 12Q: 3 clusters Score -2134412 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2134638.750000 Penalty: 4896.433594
	Iteration 13Q: 3 clusters Score -2134639 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2134825.250000 Penalty: 4896.433594
	Iteration 14Q: 3 clusters Score -2134825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2134995.000000 Penalty: 4896.433594
	Iteration 15Q: 3 clusters Score -2134995 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2135154.250000 Penalty: 4896.433594
	Iteration 16Q: 3 clusters Score -2135154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2135294.000000 Penalty: 4896.433594
	Iteration 17Q: 3 clusters Score -2135294 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2135379.500000 Penalty: 4896.433594
	Iteration 18Q: 3 clusters Score -2135380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2135441.500000 Penalty: 4896.433594
	Iteration 19Q: 3 clusters Score -2135442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2135480.250000 Penalty: 4896.433594
	Iteration 20F: 3 clusters Score -2135480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2135524.000000 Penalty: 4896.433594
	Iteration 21Q: 3 clusters Score -2135524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2135565.750000 Penalty: 4896.433594
	Iteration 22Q: 3 clusters Score -2135566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2135595.750000 Penalty: 4896.433594
	Iteration 23Q: 3 clusters Score -2135596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2135619.750000 Penalty: 4896.433594
	Iteration 24Q: 3 clusters Score -2135620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2135639.250000 Penalty: 4896.433594
	Iteration 25Q: 3 clusters Score -2135639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2135650.000000 Penalty: 4896.433594
	Iteration 26Q: 3 clusters Score -2135650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2135667.250000 Penalty: 4896.433594
	Iteration 27Q: 3 clusters Score -2135667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2135688.500000 Penalty: 4896.433594
	Iteration 28Q: 3 clusters Score -2135688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2135697.000000 Penalty: 4896.433594
	Iteration 29Q: 3 clusters Score -2135697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2135699.000000 Penalty: 4896.433594
	Iteration 30Q: 3 clusters Score -2135699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2135703.750000 Penalty: 4896.433594
	Iteration 31Q: 3 clusters Score -2135704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2135704.250000 Penalty: 4896.433594
	Iteration 32Q: 3 clusters Score -2135704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2135705.750000 Penalty: 4896.433594
	Iteration 33Q: 3 clusters Score -2135706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2135708.500000 Penalty: 4896.433594
	Iteration 34Q: 3 clusters Score -2135708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2135708.500000 Penalty: 4896.433594
	Iteration 35Q: 3 clusters Score -2135708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2135710.000000 Penalty: 4896.433594
	Iteration 36Q: 3 clusters Score -2135710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2135710.000000 Penalty: 4896.433594
	Iteration 37F: 3 clusters Score -2135710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Entering Unmasked Estep 
Score: -4041745.000000 Penalty: 2597.793945
	Iteration 0F: 2 clusters Score -4041745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4017743.250000 Penalty: 5195.587891
	Iteration 0F: 3 clusters Score -4017743 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4026898.500000 Penalty: 5195.587891
	Iteration 1F: 3 clusters Score -4026898 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4027847.000000 Penalty: 5195.587891
	Iteration 2F: 3 clusters Score -4027847 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4029007.250000 Penalty: 5195.587891
	Iteration 3F: 3 clusters Score -4029007 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4030373.000000 Penalty: 5195.587891
	Iteration 4F: 3 clusters Score -4030373 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4031732.250000 Penalty: 5195.587891
	Iteration 5F: 3 clusters Score -4031732 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4032976.000000 Penalty: 5195.587891
	Iteration 6F: 3 clusters Score -4032976 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4034313.000000 Penalty: 5195.587891
	Iteration 7F: 3 clusters Score -4034313 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4035759.500000 Penalty: 5195.587891
	Iteration 8F: 3 clusters Score -4035760 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4036934.250000 Penalty: 5195.587891
	Iteration 9Q: 3 clusters Score -4036934 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4037721.000000 Penalty: 5195.587891
	Iteration 10Q: 3 clusters Score -4037721 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4038134.000000 Penalty: 5195.587891
	Iteration 11Q: 3 clusters Score -4038134 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4038344.750000 Penalty: 5195.587891
	Iteration 12Q: 3 clusters Score -4038345 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4038509.250000 Penalty: 5195.587891
	Iteration 13Q: 3 clusters Score -4038509 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4038605.250000 Penalty: 5195.587891
	Iteration 14Q: 3 clusters Score -4038605 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4038678.500000 Penalty: 5195.587891
	Iteration 15Q: 3 clusters Score -4038678 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4038730.500000 Penalty: 5195.587891
	Iteration 16Q: 3 clusters Score -4038730 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4038773.000000 Penalty: 5195.587891
	Iteration 17Q: 3 clusters Score -4038773 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4038813.750000 Penalty: 5195.587891
	Iteration 18Q: 3 clusters Score -4038814 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4038853.750000 Penalty: 5195.587891
	Iteration 19Q: 3 clusters Score -4038854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4038895.250000 Penalty: 5195.587891
	Iteration 20F: 3 clusters Score -4038895 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -4038940.000000 Penalty: 5195.587891
	Iteration 21Q: 3 clusters Score -4038940 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4039004.500000 Penalty: 5195.587891
	Iteration 22Q: 3 clusters Score -4039004 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4039074.500000 Penalty: 5195.587891
	Iteration 23Q: 3 clusters Score -4039074 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4039139.750000 Penalty: 5195.587891
	Iteration 24Q: 3 clusters Score -4039140 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -4039212.750000 Penalty: 5195.587891
	Iteration 25Q: 3 clusters Score -4039213 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -4039269.250000 Penalty: 5195.587891
	Iteration 26Q: 3 clusters Score -4039269 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4039333.250000 Penalty: 5195.587891
	Iteration 27Q: 3 clusters Score -4039333 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -4039396.250000 Penalty: 5195.587891
	Iteration 28Q: 3 clusters Score -4039396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4039472.500000 Penalty: 5195.587891
	Iteration 29Q: 3 clusters Score -4039472 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -4039518.250000 Penalty: 5195.587891
	Iteration 30Q: 3 clusters Score -4039518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4039577.250000 Penalty: 5195.587891
	Iteration 31Q: 3 clusters Score -4039577 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4039627.750000 Penalty: 5195.587891
	Iteration 32Q: 3 clusters Score -4039628 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4039681.500000 Penalty: 5195.587891
	Iteration 33Q: 3 clusters Score -4039682 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4039732.500000 Penalty: 5195.587891
	Iteration 34Q: 3 clusters Score -4039732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4039786.500000 Penalty: 5195.587891
	Iteration 35Q: 3 clusters Score -4039786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4039793.250000 Penalty: 5195.587891
	Iteration 36Q: 3 clusters Score -4039793 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4039837.500000 Penalty: 5195.587891
	Iteration 37Q: 3 clusters Score -4039838 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4039867.250000 Penalty: 5195.587891
	Iteration 38Q: 3 clusters Score -4039867 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4039907.750000 Penalty: 5195.587891
	Iteration 39Q: 3 clusters Score -4039908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4039956.000000 Penalty: 5195.587891
	Iteration 40F: 3 clusters Score -4039956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4040015.750000 Penalty: 5195.587891
	Iteration 41Q: 3 clusters Score -4040016 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4040090.500000 Penalty: 5195.587891
	Iteration 42Q: 3 clusters Score -4040090 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4040166.500000 Penalty: 5195.587891
	Iteration 43Q: 3 clusters Score -4040166 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4040271.250000 Penalty: 5195.587891
	Iteration 44Q: 3 clusters Score -4040271 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4040442.250000 Penalty: 5195.587891
	Iteration 45Q: 3 clusters Score -4040442 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4040689.000000 Penalty: 5195.587891
	Iteration 46Q: 3 clusters Score -4040689 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4041018.500000 Penalty: 5195.587891
	Iteration 47Q: 3 clusters Score -4041018 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4041370.500000 Penalty: 5195.587891
	Iteration 48Q: 3 clusters Score -4041370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4041541.750000 Penalty: 5195.587891
	Iteration 49Q: 3 clusters Score -4041542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -4041605.500000 Penalty: 5195.587891
	Iteration 50Q: 3 clusters Score -4041606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4041636.500000 Penalty: 5195.587891
	Iteration 51Q: 3 clusters Score -4041636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4041656.000000 Penalty: 5195.587891
	Iteration 52Q: 3 clusters Score -4041656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4041670.250000 Penalty: 5195.587891
	Iteration 53Q: 3 clusters Score -4041670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4041664.500000 Penalty: 5195.587891
	Iteration 54Q: 3 clusters Score -4041664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4041674.000000 Penalty: 5195.587891
	Iteration 55Q: 3 clusters Score -4041674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4041676.250000 Penalty: 5195.587891
	Iteration 56Q: 3 clusters Score -4041676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4041676.250000 Penalty: 5195.587891
	Iteration 57Q: 3 clusters Score -4041676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4041671.250000 Penalty: 5195.587891
	Iteration 58Q: 3 clusters Score -4041671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4041673.750000 Penalty: 5195.587891
	Iteration 59Q: 3 clusters Score -4041674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -4041671.000000 Penalty: 5195.587891
	Iteration 60F: 3 clusters Score -4041671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4041667.500000 Penalty: 5195.587891
	Iteration 61Q: 3 clusters Score -4041668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4041667.750000 Penalty: 5195.587891
	Iteration 62Q: 3 clusters Score -4041668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4041667.750000 Penalty: 5195.587891
	Iteration 63F: 3 clusters Score -4041668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Entering Unmasked Estep 
Score: -2615904.500000 Penalty: 2495.816406
	Iteration 0F: 2 clusters Score -2615904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2599582.750000 Penalty: 4991.632812
	Iteration 0F: 3 clusters Score -2599583 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2605452.000000 Penalty: 4991.632812
	Iteration 1F: 3 clusters Score -2605452 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2606427.750000 Penalty: 4991.632812
	Iteration 2F: 3 clusters Score -2606428 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2607608.750000 Penalty: 4991.632812
	Iteration 3F: 3 clusters Score -2607609 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2608944.250000 Penalty: 4991.632812
	Iteration 4F: 3 clusters Score -2608944 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2610293.000000 Penalty: 4991.632812
	Iteration 5F: 3 clusters Score -2610293 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2611494.250000 Penalty: 4991.632812
	Iteration 6F: 3 clusters Score -2611494 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2612348.250000 Penalty: 4991.632812
	Iteration 7F: 3 clusters Score -2612348 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2613025.250000 Penalty: 4991.632812
	Iteration 8Q: 3 clusters Score -2613025 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2613515.750000 Penalty: 4991.632812
	Iteration 9Q: 3 clusters Score -2613516 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2613803.500000 Penalty: 4991.632812
	Iteration 10Q: 3 clusters Score -2613804 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2614035.250000 Penalty: 4991.632812
	Iteration 11Q: 3 clusters Score -2614035 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2614157.500000 Penalty: 4991.632812
	Iteration 12Q: 3 clusters Score -2614158 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2614256.500000 Penalty: 4991.632812
	Iteration 13Q: 3 clusters Score -2614256 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2614317.250000 Penalty: 4991.632812
	Iteration 14Q: 3 clusters Score -2614317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2614363.750000 Penalty: 4991.632812
	Iteration 15Q: 3 clusters Score -2614364 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2614386.500000 Penalty: 4991.632812
	Iteration 16Q: 3 clusters Score -2614386 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2614420.750000 Penalty: 4991.632812
	Iteration 17Q: 3 clusters Score -2614421 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2614445.250000 Penalty: 4991.632812
	Iteration 18Q: 3 clusters Score -2614445 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2614450.000000 Penalty: 4991.632812
	Iteration 19Q: 3 clusters Score -2614450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2614462.250000 Penalty: 4991.632812
	Iteration 20F: 3 clusters Score -2614462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2614469.000000 Penalty: 4991.632812
	Iteration 21Q: 3 clusters Score -2614469 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2614476.000000 Penalty: 4991.632812
	Iteration 22Q: 3 clusters Score -2614476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2614487.250000 Penalty: 4991.632812
	Iteration 23Q: 3 clusters Score -2614487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2614496.750000 Penalty: 4991.632812
	Iteration 24Q: 3 clusters Score -2614497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2614502.250000 Penalty: 4991.632812
	Iteration 25Q: 3 clusters Score -2614502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2614505.750000 Penalty: 4991.632812
	Iteration 26Q: 3 clusters Score -2614506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2614515.500000 Penalty: 4991.632812
	Iteration 27Q: 3 clusters Score -2614516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2614521.500000 Penalty: 4991.632812
	Iteration 28Q: 3 clusters Score -2614522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2614516.750000 Penalty: 4991.632812
	Iteration 29Q: 3 clusters Score -2614517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2614524.250000 Penalty: 4991.632812
	Iteration 30Q: 3 clusters Score -2614524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2614532.500000 Penalty: 4991.632812
	Iteration 31Q: 3 clusters Score -2614532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2614530.250000 Penalty: 4991.632812
	Iteration 32Q: 3 clusters Score -2614530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2614542.000000 Penalty: 4991.632812
	Iteration 33Q: 3 clusters Score -2614542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2614540.000000 Penalty: 4991.632812
	Iteration 34Q: 3 clusters Score -2614540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2614552.250000 Penalty: 4991.632812
	Iteration 35Q: 3 clusters Score -2614552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2614559.000000 Penalty: 4991.632812
	Iteration 36Q: 3 clusters Score -2614559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2614556.000000 Penalty: 4991.632812
	Iteration 37Q: 3 clusters Score -2614556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2614554.500000 Penalty: 4991.632812
	Iteration 38Q: 3 clusters Score -2614554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2614554.500000 Penalty: 4991.632812
	Iteration 39Q: 3 clusters Score -2614554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2614555.250000 Penalty: 4991.632812
	Iteration 40F: 3 clusters Score -2614555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2614555.500000 Penalty: 4991.632812
	Iteration 41Q: 3 clusters Score -2614556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2614553.250000 Penalty: 4991.632812
	Iteration 42Q: 3 clusters Score -2614553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2614556.500000 Penalty: 4991.632812
	Iteration 43Q: 3 clusters Score -2614556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2614559.250000 Penalty: 4991.632812
	Iteration 44Q: 3 clusters Score -2614559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2614558.000000 Penalty: 4991.632812
	Iteration 45Q: 3 clusters Score -2614558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2614559.250000 Penalty: 4991.632812
	Iteration 46Q: 3 clusters Score -2614559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2614559.000000 Penalty: 4991.632812
	Iteration 47Q: 3 clusters Score -2614559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2614556.750000 Penalty: 4991.632812
	Iteration 48Q: 3 clusters Score -2614557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2614557.000000 Penalty: 4991.632812
	Iteration 49Q: 3 clusters Score -2614557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2614559.250000 Penalty: 4991.632812
	Iteration 50Q: 3 clusters Score -2614559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2614560.750000 Penalty: 4991.632812
	Iteration 51Q: 3 clusters Score -2614561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2614562.250000 Penalty: 4991.632812
	Iteration 52Q: 3 clusters Score -2614562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2614559.250000 Penalty: 4991.632812
	Iteration 53Q: 3 clusters Score -2614559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2614559.250000 Penalty: 4991.632812
	Iteration 54F: 3 clusters Score -2614559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -130169.757812 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -130169.8 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 569 members 
Entering Unmasked Estep 
Score: -128114.640625 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -128114.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128396.320312 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -128396.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128477.023438 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -128477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128522.890625 Penalty: 3512.527344
	Iteration 3Q: 3 clusters Score -128522.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128559.734375 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -128559.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128583.593750 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -128583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128595.492188 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -128595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128605.562500 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -128605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128611.609375 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -128611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128617.140625 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -128617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128622.226562 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -128622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128626.875000 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -128626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128631.718750 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -128631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128631.718750 Penalty: 3512.527344
	Iteration 13F: 3 clusters Score -128631.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1839182.250000 Penalty: 2401.004150
	Iteration 0F: 2 clusters Score -1839182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1827578.250000 Penalty: 4802.008301
	Iteration 0F: 3 clusters Score -1827578 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1831369.500000 Penalty: 4802.008301
	Iteration 1F: 3 clusters Score -1831370 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1831700.750000 Penalty: 4802.008301
	Iteration 2F: 3 clusters Score -1831701 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1832001.500000 Penalty: 4802.008301
	Iteration 3Q: 3 clusters Score -1832002 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1832259.750000 Penalty: 4802.008301
	Iteration 4Q: 3 clusters Score -1832260 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1832526.750000 Penalty: 4802.008301
	Iteration 5Q: 3 clusters Score -1832527 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1832817.125000 Penalty: 4802.008301
	Iteration 6Q: 3 clusters Score -1832817 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1833156.500000 Penalty: 4802.008301
	Iteration 7Q: 3 clusters Score -1833156 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1833590.750000 Penalty: 4802.008301
	Iteration 8Q: 3 clusters Score -1833591 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1834144.000000 Penalty: 4802.008301
	Iteration 9F: 3 clusters Score -1834144 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1834819.875000 Penalty: 4802.008301
	Iteration 10F: 3 clusters Score -1834820 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1835463.750000 Penalty: 4802.008301
	Iteration 11F: 3 clusters Score -1835464 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1835961.375000 Penalty: 4802.008301
	Iteration 12Q: 3 clusters Score -1835961 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1836341.000000 Penalty: 4802.008301
	Iteration 13Q: 3 clusters Score -1836341 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1836612.500000 Penalty: 4802.008301
	Iteration 14Q: 3 clusters Score -1836612 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1836792.000000 Penalty: 4802.008301
	Iteration 15Q: 3 clusters Score -1836792 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1836883.625000 Penalty: 4802.008301
	Iteration 16Q: 3 clusters Score -1836884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1836966.500000 Penalty: 4802.008301
	Iteration 17Q: 3 clusters Score -1836966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1837015.500000 Penalty: 4802.008301
	Iteration 18Q: 3 clusters Score -1837016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1837047.625000 Penalty: 4802.008301
	Iteration 19Q: 3 clusters Score -1837048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1837075.375000 Penalty: 4802.008301
	Iteration 20F: 3 clusters Score -1837075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1837098.500000 Penalty: 4802.008301
	Iteration 21Q: 3 clusters Score -1837098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1837126.250000 Penalty: 4802.008301
	Iteration 22Q: 3 clusters Score -1837126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1837140.125000 Penalty: 4802.008301
	Iteration 23Q: 3 clusters Score -1837140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1837159.625000 Penalty: 4802.008301
	Iteration 24Q: 3 clusters Score -1837160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1837170.875000 Penalty: 4802.008301
	Iteration 25Q: 3 clusters Score -1837171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1837175.125000 Penalty: 4802.008301
	Iteration 26Q: 3 clusters Score -1837175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1837180.375000 Penalty: 4802.008301
	Iteration 27Q: 3 clusters Score -1837180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1837184.500000 Penalty: 4802.008301
	Iteration 28Q: 3 clusters Score -1837184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1837189.625000 Penalty: 4802.008301
	Iteration 29Q: 3 clusters Score -1837190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1837192.375000 Penalty: 4802.008301
	Iteration 30Q: 3 clusters Score -1837192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1837195.625000 Penalty: 4802.008301
	Iteration 31Q: 3 clusters Score -1837196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1837200.125000 Penalty: 4802.008301
	Iteration 32Q: 3 clusters Score -1837200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1837202.875000 Penalty: 4802.008301
	Iteration 33Q: 3 clusters Score -1837203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1837204.000000 Penalty: 4802.008301
	Iteration 34Q: 3 clusters Score -1837204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1837207.625000 Penalty: 4802.008301
	Iteration 35Q: 3 clusters Score -1837208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1837211.750000 Penalty: 4802.008301
	Iteration 36Q: 3 clusters Score -1837212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1837212.875000 Penalty: 4802.008301
	Iteration 37Q: 3 clusters Score -1837213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1837212.875000 Penalty: 4802.008301
	Iteration 38F: 3 clusters Score -1837213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Entering Unmasked Estep 
Score: -8493487.000000 Penalty: 2783.698486
	Iteration 0F: 2 clusters Score -8493487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -8443213.000000 Penalty: 5567.396973
	Iteration 0F: 3 clusters Score -8443213 nChanged 35068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -8462895.000000 Penalty: 5567.396973
	Iteration 1F: 3 clusters Score -8462895 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -8463449.000000 Penalty: 5567.396973
	Iteration 2Q: 3 clusters Score -8463449 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -8463968.000000 Penalty: 5567.396973
	Iteration 3Q: 3 clusters Score -8463968 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -8464581.000000 Penalty: 5567.396973
	Iteration 4Q: 3 clusters Score -8464581 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8465447.000000 Penalty: 5567.396973
	Iteration 5Q: 3 clusters Score -8465447 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -8466454.000000 Penalty: 5567.396973
	Iteration 6Q: 3 clusters Score -8466454 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -8467959.000000 Penalty: 5567.396973
	Iteration 7Q: 3 clusters Score -8467959 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -8470062.000000 Penalty: 5567.396973
	Iteration 8Q: 3 clusters Score -8470062 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8473288.000000 Penalty: 5567.396973
	Iteration 9F: 3 clusters Score -8473288 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -8477464.000000 Penalty: 5567.396973
	Iteration 10F: 3 clusters Score -8477464 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -8482232.000000 Penalty: 5567.396973
	Iteration 11F: 3 clusters Score -8482232 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -8486017.000000 Penalty: 5567.396973
	Iteration 12Q: 3 clusters Score -8486017 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -8487840.000000 Penalty: 5567.396973
	Iteration 13Q: 3 clusters Score -8487840 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -8488756.000000 Penalty: 5567.396973
	Iteration 14Q: 3 clusters Score -8488756 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -8489269.000000 Penalty: 5567.396973
	Iteration 15Q: 3 clusters Score -8489269 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -8489596.000000 Penalty: 5567.396973
	Iteration 16Q: 3 clusters Score -8489596 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -8489840.000000 Penalty: 5567.396973
	Iteration 17Q: 3 clusters Score -8489840 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -8490038.000000 Penalty: 5567.396973
	Iteration 18Q: 3 clusters Score -8490038 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -8490242.000000 Penalty: 5567.396973
	Iteration 19Q: 3 clusters Score -8490242 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -8490344.000000 Penalty: 5567.396973
	Iteration 20F: 3 clusters Score -8490344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -8490467.000000 Penalty: 5567.396973
	Iteration 21Q: 3 clusters Score -8490467 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8490570.000000 Penalty: 5567.396973
	Iteration 22Q: 3 clusters Score -8490570 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -8490696.000000 Penalty: 5567.396973
	Iteration 23Q: 3 clusters Score -8490696 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -8490789.000000 Penalty: 5567.396973
	Iteration 24Q: 3 clusters Score -8490789 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -8490843.000000 Penalty: 5567.396973
	Iteration 25Q: 3 clusters Score -8490843 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -8490948.000000 Penalty: 5567.396973
	Iteration 26Q: 3 clusters Score -8490948 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -8490966.000000 Penalty: 5567.396973
	Iteration 27Q: 3 clusters Score -8490966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -8491019.000000 Penalty: 5567.396973
	Iteration 28Q: 3 clusters Score -8491019 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8491059.000000 Penalty: 5567.396973
	Iteration 29Q: 3 clusters Score -8491059 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -8491093.000000 Penalty: 5567.396973
	Iteration 30Q: 3 clusters Score -8491093 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -8491127.000000 Penalty: 5567.396973
	Iteration 31Q: 3 clusters Score -8491127 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -8491136.000000 Penalty: 5567.396973
	Iteration 32Q: 3 clusters Score -8491136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -8491180.000000 Penalty: 5567.396973
	Iteration 33Q: 3 clusters Score -8491180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8491197.000000 Penalty: 5567.396973
	Iteration 34Q: 3 clusters Score -8491197 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -8491203.000000 Penalty: 5567.396973
	Iteration 35Q: 3 clusters Score -8491203 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8491224.000000 Penalty: 5567.396973
	Iteration 36Q: 3 clusters Score -8491224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -8491237.000000 Penalty: 5567.396973
	Iteration 37Q: 3 clusters Score -8491237 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -8491260.000000 Penalty: 5567.396973
	Iteration 38Q: 3 clusters Score -8491260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -8491275.000000 Penalty: 5567.396973
	Iteration 39Q: 3 clusters Score -8491275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -8491293.000000 Penalty: 5567.396973
	Iteration 40F: 3 clusters Score -8491293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -8491289.000000 Penalty: 5567.396973
	Iteration 41Q: 3 clusters Score -8491289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8491309.000000 Penalty: 5567.396973
	Iteration 42Q: 3 clusters Score -8491309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8491314.000000 Penalty: 5567.396973
	Iteration 43Q: 3 clusters Score -8491314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -8491321.000000 Penalty: 5567.396973
	Iteration 44Q: 3 clusters Score -8491321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -8491328.000000 Penalty: 5567.396973
	Iteration 45Q: 3 clusters Score -8491328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -8491340.000000 Penalty: 5567.396973
	Iteration 46Q: 3 clusters Score -8491340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8491342.000000 Penalty: 5567.396973
	Iteration 47Q: 3 clusters Score -8491342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -8491345.000000 Penalty: 5567.396973
	Iteration 48Q: 3 clusters Score -8491345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -8491344.000000 Penalty: 5567.396973
	Iteration 49Q: 3 clusters Score -8491344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -8491359.000000 Penalty: 5567.396973
	Iteration 50Q: 3 clusters Score -8491359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -8491361.000000 Penalty: 5567.396973
	Iteration 51Q: 3 clusters Score -8491361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8491365.000000 Penalty: 5567.396973
	Iteration 52Q: 3 clusters Score -8491365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8491367.000000 Penalty: 5567.396973
	Iteration 53Q: 3 clusters Score -8491367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8491359.000000 Penalty: 5567.396973
	Iteration 54Q: 3 clusters Score -8491359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -8491360.000000 Penalty: 5567.396973
	Iteration 55Q: 3 clusters Score -8491360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8491363.000000 Penalty: 5567.396973
	Iteration 56Q: 3 clusters Score -8491363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -8491358.000000 Penalty: 5567.396973
	Iteration 57Q: 3 clusters Score -8491358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8491360.000000 Penalty: 5567.396973
	Iteration 58Q: 3 clusters Score -8491360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8491367.000000 Penalty: 5567.396973
	Iteration 59Q: 3 clusters Score -8491367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -8491367.000000 Penalty: 5567.396973
	Iteration 60F: 3 clusters Score -8491367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -8491368.000000 Penalty: 5567.396973
	Iteration 61Q: 3 clusters Score -8491368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -8491372.000000 Penalty: 5567.396973
	Iteration 62Q: 3 clusters Score -8491372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -8491370.000000 Penalty: 5567.396973
	Iteration 63Q: 3 clusters Score -8491370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8491367.000000 Penalty: 5567.396973
	Iteration 64Q: 3 clusters Score -8491367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8491362.000000 Penalty: 5567.396973
	Iteration 65Q: 3 clusters Score -8491362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8491365.000000 Penalty: 5567.396973
	Iteration 66Q: 3 clusters Score -8491365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8491364.000000 Penalty: 5567.396973
	Iteration 67Q: 3 clusters Score -8491364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8491372.000000 Penalty: 5567.396973
	Iteration 68Q: 3 clusters Score -8491372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8491375.000000 Penalty: 5567.396973
	Iteration 69Q: 3 clusters Score -8491375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8491377.000000 Penalty: 5567.396973
	Iteration 70Q: 3 clusters Score -8491377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -8491377.000000 Penalty: 5567.396973
	Iteration 71Q: 3 clusters Score -8491377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8491379.000000 Penalty: 5567.396973
	Iteration 72Q: 3 clusters Score -8491379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -8491382.000000 Penalty: 5567.396973
	Iteration 73Q: 3 clusters Score -8491382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8491377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -8491385.000000 Penalty: 5567.396973
	Iteration 75Q: 3 clusters Score -8491385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -8491387.000000 Penalty: 5567.396973
	Iteration 76Q: 3 clusters Score -8491387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8491381.000000 Penalty: 5567.396973
	Iteration 77Q: 3 clusters Score -8491381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -8491378.000000 Penalty: 5567.396973
	Iteration 78Q: 3 clusters Score -8491378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -8491384.000000 Penalty: 5567.396973
	Iteration 79Q: 3 clusters Score -8491384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -8491386.000000 Penalty: 5567.396973
	Iteration 80F: 3 clusters Score -8491386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8491387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8491388.000000 Penalty: 5567.396973
	Iteration 82Q: 3 clusters Score -8491388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -8491384.000000 Penalty: 5567.396973
	Iteration 83Q: 3 clusters Score -8491384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8491385.000000 Penalty: 5567.396973
	Iteration 84Q: 3 clusters Score -8491385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -8491384.000000 Penalty: 5567.396973
	Iteration 85Q: 3 clusters Score -8491384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -8491396.000000 Penalty: 5567.396973
	Iteration 86Q: 3 clusters Score -8491396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8491407.000000 Penalty: 5567.396973
	Iteration 87Q: 3 clusters Score -8491407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -8491406.000000 Penalty: 5567.396973
	Iteration 88Q: 3 clusters Score -8491406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -8491390.000000 Penalty: 5567.396973
	Iteration 89Q: 3 clusters Score -8491390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8491392.000000 Penalty: 5567.396973
	Iteration 90Q: 3 clusters Score -8491392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8491387.000000 Penalty: 5567.396973
	Iteration 91Q: 3 clusters Score -8491387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -8491390.000000 Penalty: 5567.396973
	Iteration 92Q: 3 clusters Score -8491390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8491394.000000 Penalty: 5567.396973
	Iteration 93Q: 3 clusters Score -8491394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8491395.000000 Penalty: 5567.396973
	Iteration 94Q: 3 clusters Score -8491395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8491395.000000 Penalty: 5567.396973
	Iteration 95F: 3 clusters Score -8491395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Entering Unmasked Estep 
Score: -9432103.000000 Penalty: 2811.131836
	Iteration 0F: 2 clusters Score -9432103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -9376149.000000 Penalty: 5622.263672
	Iteration 0F: 3 clusters Score -9376149 nChanged 39313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -9398345.000000 Penalty: 5622.263672
	Iteration 1F: 3 clusters Score -9398345 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -9399115.000000 Penalty: 5622.263672
	Iteration 2Q: 3 clusters Score -9399115 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -9399977.000000 Penalty: 5622.263672
	Iteration 3Q: 3 clusters Score -9399977 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -9400954.000000 Penalty: 5622.263672
	Iteration 4Q: 3 clusters Score -9400954 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -9401905.000000 Penalty: 5622.263672
	Iteration 5Q: 3 clusters Score -9401905 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -9402928.000000 Penalty: 5622.263672
	Iteration 6Q: 3 clusters Score -9402928 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9403948.000000 Penalty: 5622.263672
	Iteration 7Q: 3 clusters Score -9403948 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -9405124.000000 Penalty: 5622.263672
	Iteration 8Q: 3 clusters Score -9405124 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -9406357.000000 Penalty: 5622.263672
	Iteration 9Q: 3 clusters Score -9406357 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -9408288.000000 Penalty: 5622.263672
	Iteration 10Q: 3 clusters Score -9408288 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -9411268.000000 Penalty: 5622.263672
	Iteration 11F: 3 clusters Score -9411268 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -9415629.000000 Penalty: 5622.263672
	Iteration 12F: 3 clusters Score -9415629 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -9421810.000000 Penalty: 5622.263672
	Iteration 13F: 3 clusters Score -9421810 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -9428937.000000 Penalty: 5622.263672
	Iteration 14F: 3 clusters Score -9428937 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -9434778.000000 Penalty: 5622.263672
	Iteration 15F: 3 clusters Score -9434778 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -9438565.000000 Penalty: 5622.263672
	Iteration 16Q: 3 clusters Score -9438565 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -9440836.000000 Penalty: 5622.263672
	Iteration 17Q: 3 clusters Score -9440836 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -9441810.000000 Penalty: 5622.263672
	Iteration 18Q: 3 clusters Score -9441810 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -9442113.000000 Penalty: 5622.263672
	Iteration 19Q: 3 clusters Score -9442113 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -9442221.000000 Penalty: 5622.263672
	Iteration 20F: 3 clusters Score -9442221 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -9442281.000000 Penalty: 5622.263672
	Iteration 21Q: 3 clusters Score -9442281 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -9442311.000000 Penalty: 5622.263672
	Iteration 22Q: 3 clusters Score -9442311 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -9442335.000000 Penalty: 5622.263672
	Iteration 23Q: 3 clusters Score -9442335 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -9442355.000000 Penalty: 5622.263672
	Iteration 24Q: 3 clusters Score -9442355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -9442358.000000 Penalty: 5622.263672
	Iteration 25Q: 3 clusters Score -9442358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -9442360.000000 Penalty: 5622.263672
	Iteration 26Q: 3 clusters Score -9442360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -9442371.000000 Penalty: 5622.263672
	Iteration 27Q: 3 clusters Score -9442371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -9442377.000000 Penalty: 5622.263672
	Iteration 28Q: 3 clusters Score -9442377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -9442375.000000 Penalty: 5622.263672
	Iteration 29Q: 3 clusters Score -9442375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -9442369.000000 Penalty: 5622.263672
	Iteration 30Q: 3 clusters Score -9442369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -9442375.000000 Penalty: 5622.263672
	Iteration 31Q: 3 clusters Score -9442375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -9442388.000000 Penalty: 5622.263672
	Iteration 32Q: 3 clusters Score -9442388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -9442386.000000 Penalty: 5622.263672
	Iteration 33Q: 3 clusters Score -9442386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -9442395.000000 Penalty: 5622.263672
	Iteration 34Q: 3 clusters Score -9442395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -9442385.000000 Penalty: 5622.263672
	Iteration 35Q: 3 clusters Score -9442385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -9442392.000000 Penalty: 5622.263672
	Iteration 36Q: 3 clusters Score -9442392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -9442378.000000 Penalty: 5622.263672
	Iteration 37Q: 3 clusters Score -9442378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -9442377.000000 Penalty: 5622.263672
	Iteration 38Q: 3 clusters Score -9442377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -9442377.000000 Penalty: 5622.263672
	Iteration 39Q: 3 clusters Score -9442377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -9442378.000000 Penalty: 5622.263672
	Iteration 40F: 3 clusters Score -9442378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 66382 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 113247 members 
Mstep: Class 27 contains 279964 members 
Mstep: Class 28 contains 1269 members 
Mstep: Class 29 contains 17336 members 
Entering Unmasked Estep 
Score: -110825944.000000 Penalty: 99454.289062
Splitting cluster 20 changes total score from -110776120.000000 to -110825944.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -699415.250000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -699415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -694041.437500 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -694041.4 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -695377.000000 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -695377 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -695645.250000 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -695645.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -695843.062500 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -695843.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -696050.937500 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -696050.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -696305.312500 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -696305.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -696587.125000 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -696587.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -696964.937500 Penalty: 4348.904297
	Iteration 7F: 3 clusters Score -696964.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -697511.437500 Penalty: 4348.904297
	Iteration 8F: 3 clusters Score -697511.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -698152.000000 Penalty: 4348.904297
	Iteration 9F: 3 clusters Score -698152 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -698688.000000 Penalty: 4348.904297
	Iteration 10F: 3 clusters Score -698688 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -699011.625000 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -699011.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -699183.125000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -699183.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -699302.125000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -699302.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -699386.375000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -699386.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -699425.812500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -699425.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -699455.500000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -699455.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -699472.000000 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -699472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -699491.437500 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -699491.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -699503.250000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -699503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -699510.875000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -699510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -699522.125000 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -699522.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -699529.125000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -699529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -699535.125000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -699535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -699537.625000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -699537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -699541.625000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -699541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -699550.437500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -699550.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -699558.625000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -699558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -699562.125000 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -699562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -699566.062500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -699566.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -699571.125000 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -699571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -699573.000000 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -699573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -699575.625000 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -699575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -699579.875000 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -699579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -699580.562500 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -699580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -699582.250000 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -699582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -699583.062500 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -699583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -699585.562500 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -699585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -699584.812500 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -699584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -699585.062500 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -699585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -699586.062500 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -699586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -699586.687500 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -699586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -699585.625000 Penalty: 4348.904297
	Iteration 42Q: 3 clusters Score -699585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -699586.000000 Penalty: 4348.904297
	Iteration 43Q: 3 clusters Score -699586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -699586.000000 Penalty: 4348.904297
	Iteration 44F: 3 clusters Score -699586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 66382 members 
Mstep: Class 21 contains 1155 members 
Mstep: Class 22 contains 45001 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 113247 members 
Mstep: Class 27 contains 279964 members 
Mstep: Class 28 contains 1269 members 
Mstep: Class 29 contains 17336 members 
Mstep: Class 30 contains 5270 members 
Entering Unmasked Estep 
Score: -110824912.000000 Penalty: 102883.750000
Splitting cluster 21 changes total score from -110776120.000000 to -110824912.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (45001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Entering Unmasked Estep 
Score: -4914896.500000 Penalty: 2657.181152
	Iteration 0F: 2 clusters Score -4914896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -4884506.000000 Penalty: 5314.362305
	Iteration 0F: 3 clusters Score -4884506 nChanged 20704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4898351.500000 Penalty: 5314.362305
	Iteration 1F: 3 clusters Score -4898352 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -4903330.500000 Penalty: 5314.362305
	Iteration 2F: 3 clusters Score -4903330 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4909160.500000 Penalty: 5314.362305
	Iteration 3F: 3 clusters Score -4909160 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4915022.500000 Penalty: 5314.362305
	Iteration 4F: 3 clusters Score -4915022 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4919257.000000 Penalty: 5314.362305
	Iteration 5F: 3 clusters Score -4919257 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4921551.500000 Penalty: 5314.362305
	Iteration 6F: 3 clusters Score -4921552 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4922704.000000 Penalty: 5314.362305
	Iteration 7Q: 3 clusters Score -4922704 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -4923389.500000 Penalty: 5314.362305
	Iteration 8Q: 3 clusters Score -4923390 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4923791.500000 Penalty: 5314.362305
	Iteration 9Q: 3 clusters Score -4923792 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4924074.500000 Penalty: 5314.362305
	Iteration 10Q: 3 clusters Score -4924074 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -4924263.000000 Penalty: 5314.362305
	Iteration 11Q: 3 clusters Score -4924263 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -4924408.500000 Penalty: 5314.362305
	Iteration 12Q: 3 clusters Score -4924408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4924508.500000 Penalty: 5314.362305
	Iteration 13Q: 3 clusters Score -4924508 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4924613.500000 Penalty: 5314.362305
	Iteration 14Q: 3 clusters Score -4924614 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4924691.000000 Penalty: 5314.362305
	Iteration 15Q: 3 clusters Score -4924691 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4924760.500000 Penalty: 5314.362305
	Iteration 16Q: 3 clusters Score -4924760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4924815.500000 Penalty: 5314.362305
	Iteration 17Q: 3 clusters Score -4924816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -4924853.000000 Penalty: 5314.362305
	Iteration 18Q: 3 clusters Score -4924853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4924867.500000 Penalty: 5314.362305
	Iteration 19Q: 3 clusters Score -4924868 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4924892.000000 Penalty: 5314.362305
	Iteration 20F: 3 clusters Score -4924892 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4924947.000000 Penalty: 5314.362305
	Iteration 21Q: 3 clusters Score -4924947 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -4924992.500000 Penalty: 5314.362305
	Iteration 22Q: 3 clusters Score -4924992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -4925071.500000 Penalty: 5314.362305
	Iteration 23Q: 3 clusters Score -4925072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -4925189.000000 Penalty: 5314.362305
	Iteration 24Q: 3 clusters Score -4925189 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -4925325.000000 Penalty: 5314.362305
	Iteration 25Q: 3 clusters Score -4925325 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4925476.000000 Penalty: 5314.362305
	Iteration 26Q: 3 clusters Score -4925476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -4925541.000000 Penalty: 5314.362305
	Iteration 27Q: 3 clusters Score -4925541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4925573.000000 Penalty: 5314.362305
	Iteration 28Q: 3 clusters Score -4925573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4925592.000000 Penalty: 5314.362305
	Iteration 29Q: 3 clusters Score -4925592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -4925615.000000 Penalty: 5314.362305
	Iteration 30Q: 3 clusters Score -4925615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -4925639.500000 Penalty: 5314.362305
	Iteration 31Q: 3 clusters Score -4925640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -4925651.000000 Penalty: 5314.362305
	Iteration 32Q: 3 clusters Score -4925651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -4925667.500000 Penalty: 5314.362305
	Iteration 33Q: 3 clusters Score -4925668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4925671.000000 Penalty: 5314.362305
	Iteration 34Q: 3 clusters Score -4925671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -4925684.500000 Penalty: 5314.362305
	Iteration 35Q: 3 clusters Score -4925684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -4925679.000000 Penalty: 5314.362305
	Iteration 36Q: 3 clusters Score -4925679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -4925685.000000 Penalty: 5314.362305
	Iteration 37Q: 3 clusters Score -4925685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -4925679.000000 Penalty: 5314.362305
	Iteration 38Q: 3 clusters Score -4925679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4925686.000000 Penalty: 5314.362305
	Iteration 39Q: 3 clusters Score -4925686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -4925699.500000 Penalty: 5314.362305
	Iteration 40F: 3 clusters Score -4925700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -4925696.500000 Penalty: 5314.362305
	Iteration 41Q: 3 clusters Score -4925696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -4925694.500000 Penalty: 5314.362305
	Iteration 42Q: 3 clusters Score -4925694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -4925690.500000 Penalty: 5314.362305
	Iteration 43Q: 3 clusters Score -4925690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -4925694.500000 Penalty: 5314.362305
	Iteration 44Q: 3 clusters Score -4925694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -4925686.500000 Penalty: 5314.362305
	Iteration 45Q: 3 clusters Score -4925686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -4925690.000000 Penalty: 5314.362305
	Iteration 46Q: 3 clusters Score -4925690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4925686.000000 Penalty: 5314.362305
	Iteration 47Q: 3 clusters Score -4925686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -4925686.000000 Penalty: 5314.362305
	Iteration 48Q: 3 clusters Score -4925686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -4925689.500000 Penalty: 5314.362305
	Iteration 49Q: 3 clusters Score -4925690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -4925692.500000 Penalty: 5314.362305
	Iteration 50Q: 3 clusters Score -4925692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -4925691.000000 Penalty: 5314.362305
	Iteration 51Q: 3 clusters Score -4925691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -4925696.500000 Penalty: 5314.362305
	Iteration 52Q: 3 clusters Score -4925696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -4925694.000000 Penalty: 5314.362305
	Iteration 53Q: 3 clusters Score -4925694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -4925694.500000 Penalty: 5314.362305
	Iteration 54Q: 3 clusters Score -4925694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -4925693.000000 Penalty: 5314.362305
	Iteration 55Q: 3 clusters Score -4925693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -4925693.000000 Penalty: 5314.362305
	Iteration 56F: 3 clusters Score -4925693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 66382 members 
Mstep: Class 21 contains 1155 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 113247 members 
Mstep: Class 27 contains 279964 members 
Mstep: Class 28 contains 1269 members 
Mstep: Class 29 contains 17336 members 
Mstep: Class 30 contains 5270 members 
Mstep: Class 31 contains 41717 members 
Entering Unmasked Estep 
Score: -110834560.000000 Penalty: 106313.203125
Splitting cluster 22 changes total score from -110776120.000000 to -110834560.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 154004 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 74951 members 
Mstep: Class 20 contains 66382 members 
Mstep: Class 21 contains 1155 members 
Mstep: Class 22 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110845768.000000 Penalty: 106313.203125
Iteration 39Q: 32 clusters Score -1.108458e+08 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 24716 members 
Mstep: Class 4 contains 47045 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 6791 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 153833 members 
Mstep: Class 10 contains 36032 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 18886 members 
Mstep: Class 14 contains 35464 members 
Mstep: Class 15 contains 23718 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 74616 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 68780 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 1573 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 112392 members 
Mstep: Class 27 contains 275642 members 
Mstep: Class 28 contains 1555 members 
Mstep: Class 29 contains 16926 members 
Mstep: Class 30 contains 5201 members 
Mstep: Class 31 contains 41426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110856528.000000 Penalty: 106313.203125
Iteration 40F: 32 clusters Score -1.108565e+08 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 24037 members 
Mstep: Class 4 contains 46933 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 153125 members 
Mstep: Class 10 contains 36595 members 
Mstep: Class 11 contains 7721 members 
Mstep: Class 12 contains 14617 members 
Mstep: Class 13 contains 18238 members 
Mstep: Class 14 contains 34475 members 
Mstep: Class 15 contains 24384 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 73198 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 69354 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 1596 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 112186 members 
Mstep: Class 27 contains 276688 members 
Mstep: Class 28 contains 1831 members 
Mstep: Class 29 contains 18161 members 
Mstep: Class 30 contains 5279 members 
Mstep: Class 31 contains 41848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110862872.000000 Penalty: 106313.203125
Iteration 41Q: 32 clusters Score -1.108629e+08 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 23551 members 
Mstep: Class 4 contains 46882 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 6892 members 
Mstep: Class 8 contains 13054 members 
Mstep: Class 9 contains 152596 members 
Mstep: Class 10 contains 37176 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 17789 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 25066 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 71798 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 69809 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 3425 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 112001 members 
Mstep: Class 27 contains 277686 members 
Mstep: Class 28 contains 1845 members 
Mstep: Class 29 contains 19027 members 
Mstep: Class 30 contains 5325 members 
Mstep: Class 31 contains 41988 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 32 clusters Score -1.108656e+08 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 23104 members 
Mstep: Class 4 contains 46865 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 6922 members 
Mstep: Class 8 contains 13271 members 
Mstep: Class 9 contains 152053 members 
Mstep: Class 10 contains 37687 members 
Mstep: Class 11 contains 7406 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 25738 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 15944 members 
Mstep: Class 18 contains 70381 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 70196 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 3456 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 111865 members 
Mstep: Class 27 contains 278810 members 
Mstep: Class 28 contains 1795 members 
Mstep: Class 29 contains 19784 members 
Mstep: Class 30 contains 5357 members 
Mstep: Class 31 contains 42049 members 
Entering Unmasked Estep 
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Iteration 43Q: 32 clusters Score -1.10868e+08 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 22726 members 
Mstep: Class 4 contains 46895 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 6940 members 
Mstep: Class 8 contains 13482 members 
Mstep: Class 9 contains 151551 members 
Mstep: Class 10 contains 38066 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 32249 members 
Mstep: Class 15 contains 26377 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 68831 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 70500 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 3473 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 1610 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 111777 members 
Mstep: Class 27 contains 280107 members 
Mstep: Class 28 contains 1754 members 
Mstep: Class 29 contains 20389 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 42081 members 
Entering Unmasked Estep 
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Iteration 44Q: 32 clusters Score -1.108701e+08 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 4 contains 46954 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 13674 members 
Mstep: Class 9 contains 150975 members 
Mstep: Class 10 contains 38422 members 
Mstep: Class 11 contains 7219 members 
Mstep: Class 12 contains 14488 members 
Mstep: Class 13 contains 16961 members 
Mstep: Class 14 contains 31502 members 
Mstep: Class 15 contains 27069 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 67104 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 70759 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 3486 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 1611 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 111707 members 
Mstep: Class 27 contains 281752 members 
Mstep: Class 28 contains 1717 members 
Mstep: Class 29 contains 20867 members 
Mstep: Class 30 contains 5389 members 
Mstep: Class 31 contains 42084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110871744.000000 Penalty: 106313.203125
Iteration 45Q: 32 clusters Score -1.108717e+08 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 46981 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 1045 members 
Mstep: Class 7 contains 6956 members 
Mstep: Class 8 contains 13833 members 
Mstep: Class 9 contains 150355 members 
Mstep: Class 10 contains 38701 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 14498 members 
Mstep: Class 13 contains 16812 members 
Mstep: Class 14 contains 30757 members 
Mstep: Class 15 contains 27765 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 15972 members 
Mstep: Class 18 contains 65271 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 70979 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 3492 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 1613 members 
Mstep: Class 25 contains 898 members 
Mstep: Class 26 contains 111647 members 
Mstep: Class 27 contains 283624 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 21292 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 42097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110872752.000000 Penalty: 106313.203125
Iteration 46Q: 32 clusters Score -1.108728e+08 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 21808 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 13984 members 
Mstep: Class 9 contains 149801 members 
Mstep: Class 10 contains 38961 members 
Mstep: Class 11 contains 7078 members 
Mstep: Class 12 contains 14520 members 
Mstep: Class 13 contains 16732 members 
Mstep: Class 14 contains 30066 members 
Mstep: Class 15 contains 28455 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 15991 members 
Mstep: Class 18 contains 63259 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 71266 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 3501 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 1615 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 111601 members 
Mstep: Class 27 contains 285432 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 21708 members 
Mstep: Class 30 contains 5404 members 
Mstep: Class 31 contains 42086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110873752.000000 Penalty: 106313.203125
Iteration 47Q: 32 clusters Score -1.108738e+08 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 21465 members 
Mstep: Class 4 contains 47160 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 14144 members 
Mstep: Class 9 contains 149435 members 
Mstep: Class 10 contains 39151 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 29404 members 
Mstep: Class 15 contains 29295 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 16025 members 
Mstep: Class 18 contains 61042 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 71511 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 1615 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111569 members 
Mstep: Class 27 contains 287138 members 
Mstep: Class 28 contains 1634 members 
Mstep: Class 29 contains 22139 members 
Mstep: Class 30 contains 5406 members 
Mstep: Class 31 contains 42055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875824.000000 Penalty: 106313.203125
Iteration 48Q: 32 clusters Score -1.108758e+08 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 47289 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 14294 members 
Mstep: Class 9 contains 149129 members 
Mstep: Class 10 contains 39319 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 16610 members 
Mstep: Class 14 contains 28790 members 
Mstep: Class 15 contains 30247 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 16057 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 71780 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111549 members 
Mstep: Class 27 contains 288833 members 
Mstep: Class 28 contains 1611 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 5403 members 
Mstep: Class 31 contains 42008 members 
Entering Unmasked Estep 
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Iteration 49Q: 32 clusters Score -1.108785e+08 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 20774 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 148955 members 
Mstep: Class 10 contains 39436 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 16572 members 
Mstep: Class 14 contains 28235 members 
Mstep: Class 15 contains 31330 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 16098 members 
Mstep: Class 18 contains 55817 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 72006 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 2742 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111543 members 
Mstep: Class 27 contains 290460 members 
Mstep: Class 28 contains 1594 members 
Mstep: Class 29 contains 23000 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 41960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 32 clusters Score -1.108821e+08 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 20346 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 14585 members 
Mstep: Class 9 contains 148899 members 
Mstep: Class 10 contains 39524 members 
Mstep: Class 11 contains 6914 members 
Mstep: Class 12 contains 14683 members 
Mstep: Class 13 contains 16555 members 
Mstep: Class 14 contains 27735 members 
Mstep: Class 15 contains 32382 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 16127 members 
Mstep: Class 18 contains 53404 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 72208 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111528 members 
Mstep: Class 27 contains 291649 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 23474 members 
Mstep: Class 30 contains 5401 members 
Mstep: Class 31 contains 41927 members 
Entering Unmasked Estep 
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Iteration 51Q: 32 clusters Score -1.108864e+08 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 19855 members 
Mstep: Class 4 contains 47836 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 14739 members 
Mstep: Class 9 contains 148959 members 
Mstep: Class 10 contains 39587 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 14718 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 14 contains 27245 members 
Mstep: Class 15 contains 33188 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 16176 members 
Mstep: Class 18 contains 51752 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 72419 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 2759 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111498 members 
Mstep: Class 27 contains 292259 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 23997 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 41898 members 
Entering Unmasked Estep 
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Iteration 52Q: 32 clusters Score -1.108894e+08 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 47996 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 148993 members 
Mstep: Class 10 contains 39628 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 14 contains 26809 members 
Mstep: Class 15 contains 33789 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16229 members 
Mstep: Class 18 contains 50756 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 72585 members 
Mstep: Class 21 contains 1578 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 2764 members 
Mstep: Class 24 contains 1619 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111457 members 
Mstep: Class 27 contains 292496 members 
Mstep: Class 28 contains 1574 members 
Mstep: Class 29 contains 24596 members 
Mstep: Class 30 contains 5399 members 
Mstep: Class 31 contains 41873 members 
Entering Unmasked Estep 
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Iteration 53Q: 32 clusters Score -1.108917e+08 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 18647 members 
Mstep: Class 4 contains 48163 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6987 members 
Mstep: Class 8 contains 15011 members 
Mstep: Class 9 contains 148966 members 
Mstep: Class 10 contains 39669 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 16559 members 
Mstep: Class 14 contains 26461 members 
Mstep: Class 15 contains 34260 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16273 members 
Mstep: Class 18 contains 50088 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 72721 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 3552 members 
Mstep: Class 23 contains 2769 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111425 members 
Mstep: Class 27 contains 292549 members 
Mstep: Class 28 contains 1573 members 
Mstep: Class 29 contains 25235 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 41828 members 
Entering Unmasked Estep 
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Iteration 54Q: 32 clusters Score -1.108927e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 17989 members 
Mstep: Class 4 contains 48278 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 15129 members 
Mstep: Class 9 contains 148937 members 
Mstep: Class 10 contains 39708 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 14802 members 
Mstep: Class 13 contains 16565 members 
Mstep: Class 14 contains 26124 members 
Mstep: Class 15 contains 34721 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16309 members 
Mstep: Class 18 contains 49603 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 72846 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 2776 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111400 members 
Mstep: Class 27 contains 292516 members 
Mstep: Class 28 contains 1572 members 
Mstep: Class 29 contains 25910 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 41803 members 
Entering Unmasked Estep 
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Iteration 55Q: 32 clusters Score -1.108938e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 17228 members 
Mstep: Class 4 contains 48374 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 15234 members 
Mstep: Class 9 contains 148919 members 
Mstep: Class 10 contains 39736 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 14818 members 
Mstep: Class 13 contains 16568 members 
Mstep: Class 14 contains 25825 members 
Mstep: Class 15 contains 35128 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 49257 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 72951 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111392 members 
Mstep: Class 27 contains 292418 members 
Mstep: Class 28 contains 1568 members 
Mstep: Class 29 contains 26661 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 41770 members 
Entering Unmasked Estep 
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Iteration 56Q: 32 clusters Score -1.108941e+08 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 16444 members 
Mstep: Class 4 contains 48417 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6995 members 
Mstep: Class 8 contains 15335 members 
Mstep: Class 9 contains 148883 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 16580 members 
Mstep: Class 14 contains 25578 members 
Mstep: Class 15 contains 35453 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16378 members 
Mstep: Class 18 contains 48973 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 73043 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 2786 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111384 members 
Mstep: Class 27 contains 292361 members 
Mstep: Class 28 contains 1566 members 
Mstep: Class 29 contains 27429 members 
Mstep: Class 30 contains 5405 members 
Mstep: Class 31 contains 41727 members 
Entering Unmasked Estep 
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Iteration 57Q: 32 clusters Score -1.108946e+08 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 15620 members 
Mstep: Class 4 contains 48437 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 15420 members 
Mstep: Class 9 contains 148889 members 
Mstep: Class 10 contains 39843 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 14869 members 
Mstep: Class 13 contains 16591 members 
Mstep: Class 14 contains 25359 members 
Mstep: Class 15 contains 35703 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16406 members 
Mstep: Class 18 contains 48738 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 73145 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 3532 members 
Mstep: Class 23 contains 2787 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111376 members 
Mstep: Class 27 contains 292326 members 
Mstep: Class 28 contains 1563 members 
Mstep: Class 29 contains 28205 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 41681 members 
Entering Unmasked Estep 
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Iteration 58Q: 32 clusters Score -1.108955e+08 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 48446 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 15502 members 
Mstep: Class 9 contains 148950 members 
Mstep: Class 10 contains 39880 members 
Mstep: Class 11 contains 6757 members 
Mstep: Class 12 contains 14896 members 
Mstep: Class 13 contains 16596 members 
Mstep: Class 14 contains 25130 members 
Mstep: Class 15 contains 35917 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16426 members 
Mstep: Class 18 contains 48539 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 73204 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 3529 members 
Mstep: Class 23 contains 2788 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111368 members 
Mstep: Class 27 contains 292320 members 
Mstep: Class 28 contains 1564 members 
Mstep: Class 29 contains 28918 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 41630 members 
Entering Unmasked Estep 
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Iteration 59Q: 32 clusters Score -1.10896e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 14225 members 
Mstep: Class 4 contains 48430 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 15575 members 
Mstep: Class 9 contains 149040 members 
Mstep: Class 10 contains 39916 members 
Mstep: Class 11 contains 6735 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 16619 members 
Mstep: Class 14 contains 24926 members 
Mstep: Class 15 contains 36084 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 16435 members 
Mstep: Class 18 contains 48373 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 73255 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 111366 members 
Mstep: Class 27 contains 292313 members 
Mstep: Class 28 contains 1564 members 
Mstep: Class 29 contains 29531 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 41583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110896920.000000 Penalty: 106313.203125
Iteration 60F: 32 clusters Score -1.108969e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 13021 members 
Mstep: Class 4 contains 48425 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 15657 members 
Mstep: Class 9 contains 149051 members 
Mstep: Class 10 contains 39950 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 14937 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 14 contains 24741 members 
Mstep: Class 15 contains 36273 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16450 members 
Mstep: Class 18 contains 48227 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 73295 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 2791 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 928 members 
Mstep: Class 26 contains 111363 members 
Mstep: Class 27 contains 292339 members 
Mstep: Class 28 contains 1563 members 
Mstep: Class 29 contains 30682 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 41528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898216.000000 Penalty: 106313.203125
Iteration 61Q: 32 clusters Score -1.108982e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 11747 members 
Mstep: Class 4 contains 48429 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 15720 members 
Mstep: Class 9 contains 149087 members 
Mstep: Class 10 contains 39994 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 14941 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 15 contains 36486 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 48083 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 73353 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 3522 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 111359 members 
Mstep: Class 27 contains 292300 members 
Mstep: Class 28 contains 1562 members 
Mstep: Class 29 contains 31856 members 
Mstep: Class 30 contains 5414 members 
Mstep: Class 31 contains 41522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899200.000000 Penalty: 106313.203125
Iteration 62Q: 32 clusters Score -1.108992e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 48437 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 6999 members 
Mstep: Class 8 contains 15780 members 
Mstep: Class 9 contains 149111 members 
Mstep: Class 10 contains 40037 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 16619 members 
Mstep: Class 14 contains 24429 members 
Mstep: Class 15 contains 36680 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 47966 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 73398 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 111359 members 
Mstep: Class 27 contains 292240 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 33053 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 41488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900104.000000 Penalty: 106313.203125
Iteration 63Q: 32 clusters Score -1.109001e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 48445 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 8 contains 15830 members 
Mstep: Class 9 contains 149096 members 
Mstep: Class 10 contains 40091 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 14932 members 
Mstep: Class 13 contains 16628 members 
Mstep: Class 14 contains 24299 members 
Mstep: Class 15 contains 36855 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 47850 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 73438 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 998 members 
Mstep: Class 26 contains 111361 members 
Mstep: Class 27 contains 292240 members 
Mstep: Class 28 contains 1563 members 
Mstep: Class 29 contains 34148 members 
Mstep: Class 30 contains 5421 members 
Mstep: Class 31 contains 41441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901400.000000 Penalty: 106313.203125
Iteration 64Q: 32 clusters Score -1.109014e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 8358 members 
Mstep: Class 4 contains 48458 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 15875 members 
Mstep: Class 9 contains 149047 members 
Mstep: Class 10 contains 40148 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 16635 members 
Mstep: Class 14 contains 24168 members 
Mstep: Class 15 contains 36979 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 47764 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 73450 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 2798 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 111354 members 
Mstep: Class 27 contains 292305 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 5423 members 
Mstep: Class 31 contains 41377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110902136.000000 Penalty: 106313.203125
Iteration 65Q: 32 clusters Score -1.109021e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 48461 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 15902 members 
Mstep: Class 9 contains 148994 members 
Mstep: Class 10 contains 40225 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 14914 members 
Mstep: Class 13 contains 16643 members 
Mstep: Class 14 contains 24045 members 
Mstep: Class 15 contains 37066 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16532 members 
Mstep: Class 18 contains 47668 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 73484 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 3522 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 111339 members 
Mstep: Class 27 contains 292412 members 
Mstep: Class 28 contains 1564 members 
Mstep: Class 29 contains 35854 members 
Mstep: Class 30 contains 5423 members 
Mstep: Class 31 contains 41330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110902720.000000 Penalty: 106313.203125
Iteration 66Q: 32 clusters Score -1.109027e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 6813 members 
Mstep: Class 4 contains 48469 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 15932 members 
Mstep: Class 9 contains 148920 members 
Mstep: Class 10 contains 40287 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 16646 members 
Mstep: Class 14 contains 23933 members 
Mstep: Class 15 contains 37122 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 18 contains 47592 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 73528 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 1059 members 
Mstep: Class 26 contains 111331 members 
Mstep: Class 27 contains 292544 members 
Mstep: Class 28 contains 1562 members 
Mstep: Class 29 contains 36513 members 
Mstep: Class 30 contains 5425 members 
Mstep: Class 31 contains 41267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110903328.000000 Penalty: 106313.203125
Iteration 67Q: 32 clusters Score -1.109033e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 48486 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 15957 members 
Mstep: Class 9 contains 148851 members 
Mstep: Class 10 contains 40332 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 16637 members 
Mstep: Class 14 contains 23813 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16557 members 
Mstep: Class 18 contains 47533 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 73571 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1066 members 
Mstep: Class 26 contains 111333 members 
Mstep: Class 27 contains 292652 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 37051 members 
Mstep: Class 30 contains 5424 members 
Mstep: Class 31 contains 41209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110904336.000000 Penalty: 106313.203125
Iteration 68Q: 32 clusters Score -1.109043e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 48490 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 15982 members 
Mstep: Class 9 contains 148777 members 
Mstep: Class 10 contains 40380 members 
Mstep: Class 11 contains 6645 members 
Mstep: Class 12 contains 14904 members 
Mstep: Class 13 contains 16629 members 
Mstep: Class 14 contains 23691 members 
Mstep: Class 15 contains 37227 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16559 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 73607 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 22 contains 3521 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1072 members 
Mstep: Class 26 contains 111327 members 
Mstep: Class 27 contains 292799 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 37399 members 
Mstep: Class 30 contains 5426 members 
Mstep: Class 31 contains 41171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110904576.000000 Penalty: 106313.203125
Iteration 69Q: 32 clusters Score -1.109046e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 48500 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 148694 members 
Mstep: Class 10 contains 40440 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 14891 members 
Mstep: Class 13 contains 16629 members 
Mstep: Class 14 contains 23606 members 
Mstep: Class 15 contains 37250 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16563 members 
Mstep: Class 18 contains 47400 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 20 contains 73623 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 3522 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1078 members 
Mstep: Class 26 contains 111319 members 
Mstep: Class 27 contains 292917 members 
Mstep: Class 28 contains 1560 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 5423 members 
Mstep: Class 31 contains 41135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110904936.000000 Penalty: 106313.203125
Iteration 70Q: 32 clusters Score -1.109049e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5636 members 
Mstep: Class 4 contains 48505 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 16029 members 
Mstep: Class 9 contains 148632 members 
Mstep: Class 10 contains 40473 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 14889 members 
Mstep: Class 13 contains 16628 members 
Mstep: Class 14 contains 23518 members 
Mstep: Class 15 contains 37279 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16560 members 
Mstep: Class 18 contains 47342 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 73640 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 3522 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1080 members 
Mstep: Class 26 contains 111318 members 
Mstep: Class 27 contains 293013 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 37837 members 
Mstep: Class 30 contains 5420 members 
Mstep: Class 31 contains 41110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110905376.000000 Penalty: 106313.203125
Iteration 71Q: 32 clusters Score -1.109054e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 48502 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 16046 members 
Mstep: Class 9 contains 148550 members 
Mstep: Class 10 contains 40507 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 14882 members 
Mstep: Class 13 contains 16622 members 
Mstep: Class 14 contains 23423 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16561 members 
Mstep: Class 18 contains 47302 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 73655 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 3522 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111316 members 
Mstep: Class 27 contains 293129 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 37990 members 
Mstep: Class 30 contains 5424 members 
Mstep: Class 31 contains 41081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110906056.000000 Penalty: 106313.203125
Iteration 72Q: 32 clusters Score -1.109061e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 48494 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 16079 members 
Mstep: Class 9 contains 148482 members 
Mstep: Class 10 contains 40538 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 14872 members 
Mstep: Class 13 contains 16625 members 
Mstep: Class 14 contains 23325 members 
Mstep: Class 15 contains 37299 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16573 members 
Mstep: Class 18 contains 47269 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 73695 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111322 members 
Mstep: Class 27 contains 293226 members 
Mstep: Class 28 contains 1560 members 
Mstep: Class 29 contains 38126 members 
Mstep: Class 30 contains 5418 members 
Mstep: Class 31 contains 41043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907192.000000 Penalty: 106313.203125
Iteration 73Q: 32 clusters Score -1.109072e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 48504 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 148401 members 
Mstep: Class 10 contains 40588 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 14860 members 
Mstep: Class 13 contains 16630 members 
Mstep: Class 14 contains 23242 members 
Mstep: Class 15 contains 37286 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16588 members 
Mstep: Class 18 contains 47244 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 73734 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111329 members 
Mstep: Class 27 contains 293300 members 
Mstep: Class 28 contains 1557 members 
Mstep: Class 29 contains 38260 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 41003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908408.000000 Penalty: 106313.203125
Iteration 74Q: 32 clusters Score -1.109084e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5204 members 
Mstep: Class 4 contains 48514 members 
Mstep: Class 5 contains 2733 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 16141 members 
Mstep: Class 9 contains 148320 members 
Mstep: Class 10 contains 40628 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 14849 members 
Mstep: Class 13 contains 16636 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 37277 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16600 members 
Mstep: Class 18 contains 47218 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 73757 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 3517 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111333 members 
Mstep: Class 27 contains 293376 members 
Mstep: Class 28 contains 1556 members 
Mstep: Class 29 contains 38368 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 40977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908704.000000 Penalty: 106313.203125
Iteration 75Q: 32 clusters Score -1.109087e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 48524 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16160 members 
Mstep: Class 9 contains 148216 members 
Mstep: Class 10 contains 40657 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 14846 members 
Mstep: Class 13 contains 16638 members 
Mstep: Class 14 contains 23135 members 
Mstep: Class 15 contains 37285 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 47191 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 73783 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 3517 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293460 members 
Mstep: Class 28 contains 1555 members 
Mstep: Class 29 contains 38452 members 
Mstep: Class 30 contains 5422 members 
Mstep: Class 31 contains 40950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908816.000000 Penalty: 106313.203125
Iteration 76Q: 32 clusters Score -1.109088e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 48534 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16191 members 
Mstep: Class 9 contains 148104 members 
Mstep: Class 10 contains 40684 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 14841 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 23086 members 
Mstep: Class 15 contains 37301 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 47166 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 73796 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 3516 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111348 members 
Mstep: Class 27 contains 293540 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 38537 members 
Mstep: Class 30 contains 5425 members 
Mstep: Class 31 contains 40927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909160.000000 Penalty: 106313.203125
Iteration 77Q: 32 clusters Score -1.109092e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 4824 members 
Mstep: Class 4 contains 48537 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 148009 members 
Mstep: Class 10 contains 40699 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 14835 members 
Mstep: Class 13 contains 16641 members 
Mstep: Class 14 contains 23048 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16623 members 
Mstep: Class 18 contains 47146 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 73809 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 3517 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111346 members 
Mstep: Class 27 contains 293605 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38623 members 
Mstep: Class 30 contains 5426 members 
Mstep: Class 31 contains 40894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909376.000000 Penalty: 106313.203125
Iteration 78Q: 32 clusters Score -1.109094e+08 nChanged 913
Entering ConstructFrom: 
Score: -110909376.000000 Penalty: 106313.203125
Entering ConstructFrom: 
Trying to split cluster 1 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -60540.074219 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -60540.07 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 368 members 
Entering Unmasked Estep 
Score: -59052.144531 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -59052.14 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59845.003906 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -59845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60427.339844 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -60427.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60851.726562 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -60851.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61099.105469 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -61099.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61182.804688 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -61182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61236.570312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -61236.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61248.710938 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -61248.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61269.601562 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -61269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61278.292969 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -61278.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61315.488281 Penalty: 3267.424805
	Iteration 10F: 3 clusters Score -61315.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61392.238281 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -61392.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61407.257812 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -61407.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61407.257812 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -61407.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 538 members 
Entering Unmasked Estep 
Score: -110908488.000000 Penalty: 109742.664062
Splitting cluster 1 changes total score from -110909376.000000 to -110908488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -91492.960938 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -91492.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89658.765625 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -89658.77 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90716.843750 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -90716.84 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92170.750000 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -92170.75 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92910.437500 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -92910.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93301.335938 Penalty: 3452.332520
	Iteration 4F: 3 clusters Score -93301.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93459.984375 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -93459.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93537.445312 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -93537.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93644.687500 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -93644.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93929.273438 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -93929.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94280.851562 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -94280.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94288.851562 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -94288.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94290.492188 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -94290.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94291.421875 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -94291.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94295.171875 Penalty: 3452.332520
	Iteration 13F: 3 clusters Score -94295.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94395.101562 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -94395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94396.203125 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -94396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94397.539062 Penalty: 3452.332520
	Iteration 16F: 3 clusters Score -94397.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94403.585938 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -94403.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94403.585938 Penalty: 3452.332520
	Iteration 18F: 3 clusters Score -94403.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Entering Unmasked Estep 
Score: -110910576.000000 Penalty: 109742.664062
Splitting cluster 2 changes total score from -110909376.000000 to -110910576.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -515390.906250 Penalty: 2098.129395
	Iteration 0F: 2 clusters Score -515390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -511053.781250 Penalty: 4196.258789
	Iteration 0F: 3 clusters Score -511053.8 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -512017.312500 Penalty: 4196.258789
	Iteration 1F: 3 clusters Score -512017.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -512211.000000 Penalty: 4196.258789
	Iteration 2F: 3 clusters Score -512211 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -512333.156250 Penalty: 4196.258789
	Iteration 3F: 3 clusters Score -512333.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -512414.968750 Penalty: 4196.258789
	Iteration 4Q: 3 clusters Score -512415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -512476.531250 Penalty: 4196.258789
	Iteration 5Q: 3 clusters Score -512476.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -512524.312500 Penalty: 4196.258789
	Iteration 6Q: 3 clusters Score -512524.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -512556.437500 Penalty: 4196.258789
	Iteration 7Q: 3 clusters Score -512556.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -512594.468750 Penalty: 4196.258789
	Iteration 8Q: 3 clusters Score -512594.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -512641.687500 Penalty: 4196.258789
	Iteration 9Q: 3 clusters Score -512641.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -512691.062500 Penalty: 4196.258789
	Iteration 10Q: 3 clusters Score -512691.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -512746.812500 Penalty: 4196.258789
	Iteration 11Q: 3 clusters Score -512746.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -512825.500000 Penalty: 4196.258789
	Iteration 12Q: 3 clusters Score -512825.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -512911.937500 Penalty: 4196.258789
	Iteration 13Q: 3 clusters Score -512911.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -513020.968750 Penalty: 4196.258789
	Iteration 14Q: 3 clusters Score -513021 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -513172.062500 Penalty: 4196.258789
	Iteration 15Q: 3 clusters Score -513172.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -513350.062500 Penalty: 4196.258789
	Iteration 16Q: 3 clusters Score -513350.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -513591.437500 Penalty: 4196.258789
	Iteration 17Q: 3 clusters Score -513591.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -513869.781250 Penalty: 4196.258789
	Iteration 18Q: 3 clusters Score -513869.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -514208.625000 Penalty: 4196.258789
	Iteration 19Q: 3 clusters Score -514208.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -514686.062500 Penalty: 4196.258789
	Iteration 20F: 3 clusters Score -514686.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -515166.375000 Penalty: 4196.258789
	Iteration 21Q: 3 clusters Score -515166.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -515688.593750 Penalty: 4196.258789
	Iteration 22Q: 3 clusters Score -515688.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -516141.250000 Penalty: 4196.258789
	Iteration 23Q: 3 clusters Score -516141.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -516379.937500 Penalty: 4196.258789
	Iteration 24Q: 3 clusters Score -516379.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -516551.562500 Penalty: 4196.258789
	Iteration 25Q: 3 clusters Score -516551.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -516779.593750 Penalty: 4196.258789
	Iteration 26Q: 3 clusters Score -516779.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -517201.843750 Penalty: 4196.258789
	Iteration 27Q: 3 clusters Score -517201.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -517470.718750 Penalty: 4196.258789
	Iteration 28Q: 3 clusters Score -517470.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -517544.437500 Penalty: 4196.258789
	Iteration 29Q: 3 clusters Score -517544.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -517583.468750 Penalty: 4196.258789
	Iteration 30Q: 3 clusters Score -517583.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -517621.062500 Penalty: 4196.258789
	Iteration 31Q: 3 clusters Score -517621.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -517667.812500 Penalty: 4196.258789
	Iteration 32Q: 3 clusters Score -517667.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -517712.656250 Penalty: 4196.258789
	Iteration 33Q: 3 clusters Score -517712.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -517751.406250 Penalty: 4196.258789
	Iteration 34Q: 3 clusters Score -517751.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -517795.281250 Penalty: 4196.258789
	Iteration 35Q: 3 clusters Score -517795.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -517833.281250 Penalty: 4196.258789
	Iteration 36Q: 3 clusters Score -517833.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -517868.843750 Penalty: 4196.258789
	Iteration 37Q: 3 clusters Score -517868.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -517897.156250 Penalty: 4196.258789
	Iteration 38Q: 3 clusters Score -517897.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -517924.656250 Penalty: 4196.258789
	Iteration 39Q: 3 clusters Score -517924.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -517951.968750 Penalty: 4196.258789
	Iteration 40F: 3 clusters Score -517952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -517987.062500 Penalty: 4196.258789
	Iteration 41Q: 3 clusters Score -517987.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518057.281250 Penalty: 4196.258789
	Iteration 42Q: 3 clusters Score -518057.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -518137.875000 Penalty: 4196.258789
	Iteration 43Q: 3 clusters Score -518137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -518194.281250 Penalty: 4196.258789
	Iteration 44Q: 3 clusters Score -518194.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -518211.906250 Penalty: 4196.258789
	Iteration 45Q: 3 clusters Score -518211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -518217.906250 Penalty: 4196.258789
	Iteration 46Q: 3 clusters Score -518217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -518219.812500 Penalty: 4196.258789
	Iteration 47Q: 3 clusters Score -518219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -518222.656250 Penalty: 4196.258789
	Iteration 48Q: 3 clusters Score -518222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -518224.718750 Penalty: 4196.258789
	Iteration 49Q: 3 clusters Score -518224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -518226.781250 Penalty: 4196.258789
	Iteration 50Q: 3 clusters Score -518226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -518226.968750 Penalty: 4196.258789
	Iteration 51Q: 3 clusters Score -518227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -518227.343750 Penalty: 4196.258789
	Iteration 52Q: 3 clusters Score -518227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -518227.343750 Penalty: 4196.258789
	Iteration 53F: 3 clusters Score -518227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Entering Unmasked Estep 
Score: -110912096.000000 Penalty: 113172.125000
Splitting cluster 3 changes total score from -110909376.000000 to -110912096.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (48541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Entering Unmasked Estep 
Score: -5371518.000000 Penalty: 2675.960693
	Iteration 0F: 2 clusters Score -5371518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5338825.500000 Penalty: 5351.921387
	Iteration 0F: 3 clusters Score -5338826 nChanged 22473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5351232.500000 Penalty: 5351.921387
	Iteration 1F: 3 clusters Score -5351232 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5351852.500000 Penalty: 5351.921387
	Iteration 2Q: 3 clusters Score -5351852 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5352533.500000 Penalty: 5351.921387
	Iteration 3Q: 3 clusters Score -5352534 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5353229.000000 Penalty: 5351.921387
	Iteration 4Q: 3 clusters Score -5353229 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5354132.000000 Penalty: 5351.921387
	Iteration 5Q: 3 clusters Score -5354132 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5355121.000000 Penalty: 5351.921387
	Iteration 6Q: 3 clusters Score -5355121 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -5356422.500000 Penalty: 5351.921387
	Iteration 7F: 3 clusters Score -5356422 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5357807.500000 Penalty: 5351.921387
	Iteration 8F: 3 clusters Score -5357808 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5359196.000000 Penalty: 5351.921387
	Iteration 9F: 3 clusters Score -5359196 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5360418.000000 Penalty: 5351.921387
	Iteration 10Q: 3 clusters Score -5360418 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5361491.500000 Penalty: 5351.921387
	Iteration 11Q: 3 clusters Score -5361492 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -5362479.000000 Penalty: 5351.921387
	Iteration 12Q: 3 clusters Score -5362479 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5363563.000000 Penalty: 5351.921387
	Iteration 13Q: 3 clusters Score -5363563 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5364730.500000 Penalty: 5351.921387
	Iteration 14Q: 3 clusters Score -5364730 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5366078.000000 Penalty: 5351.921387
	Iteration 15Q: 3 clusters Score -5366078 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5367311.500000 Penalty: 5351.921387
	Iteration 16Q: 3 clusters Score -5367312 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5368230.000000 Penalty: 5351.921387
	Iteration 17Q: 3 clusters Score -5368230 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5368795.500000 Penalty: 5351.921387
	Iteration 18Q: 3 clusters Score -5368796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5369076.500000 Penalty: 5351.921387
	Iteration 19Q: 3 clusters Score -5369076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5369203.000000 Penalty: 5351.921387
	Iteration 20F: 3 clusters Score -5369203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5369273.500000 Penalty: 5351.921387
	Iteration 21Q: 3 clusters Score -5369274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5369303.500000 Penalty: 5351.921387
	Iteration 22Q: 3 clusters Score -5369304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5369323.000000 Penalty: 5351.921387
	Iteration 23Q: 3 clusters Score -5369323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5369338.500000 Penalty: 5351.921387
	Iteration 24Q: 3 clusters Score -5369338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5369356.000000 Penalty: 5351.921387
	Iteration 25Q: 3 clusters Score -5369356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5369354.500000 Penalty: 5351.921387
	Iteration 26Q: 3 clusters Score -5369354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5369363.500000 Penalty: 5351.921387
	Iteration 27Q: 3 clusters Score -5369364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5369362.000000 Penalty: 5351.921387
	Iteration 28Q: 3 clusters Score -5369362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5369363.500000 Penalty: 5351.921387
	Iteration 29Q: 3 clusters Score -5369364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5369363.500000 Penalty: 5351.921387
	Iteration 30F: 3 clusters Score -5369364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -309029.625000 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -309029.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -305893.093750 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -305893.1 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -306531.500000 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -306531.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -306694.937500 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -306694.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -306769.281250 Penalty: 3927.459473
	Iteration 3Q: 3 clusters Score -306769.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306815.781250 Penalty: 3927.459473
	Iteration 4Q: 3 clusters Score -306815.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -306848.906250 Penalty: 3927.459473
	Iteration 5Q: 3 clusters Score -306848.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -306871.531250 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -306871.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -306883.625000 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -306883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -306891.750000 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -306891.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306896.968750 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -306897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306902.468750 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -306902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -306906.031250 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -306906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306909.718750 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -306909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -306912.562500 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -306912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -306919.031250 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -306919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306926.281250 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -306926.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -306933.812500 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -306933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -306940.062500 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -306940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -306946.250000 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -306946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -306949.500000 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -306949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -306952.531250 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -306952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -306952.937500 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -306952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -306952.968750 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -306953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -306953.375000 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -306953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -306953.375000 Penalty: 3927.459473
	Iteration 24F: 3 clusters Score -306953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -72415.031250 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -72415.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70666.273438 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -70666.27 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71321.367188 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -71321.37 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71695.835938 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -71695.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72086.695312 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -72086.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72456.507812 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -72456.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72795.312500 Penalty: 3352.590576
	Iteration 5F: 3 clusters Score -72795.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73268.531250 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -73268.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73481.273438 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -73481.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73714.304688 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -73714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73716.820312 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -73716.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73716.820312 Penalty: 3352.590576
	Iteration 10F: 3 clusters Score -73716.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Entering Unmasked Estep 
Score: -110911680.000000 Penalty: 116601.578125
Splitting cluster 6 changes total score from -110909376.000000 to -110911680.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (7008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Entering Unmasked Estep 
Score: -779094.750000 Penalty: 2195.992432
	Iteration 0F: 2 clusters Score -779094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -773337.687500 Penalty: 4391.984863
	Iteration 0F: 3 clusters Score -773337.7 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -774839.187500 Penalty: 4391.984863
	Iteration 1F: 3 clusters Score -774839.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -775094.125000 Penalty: 4391.984863
	Iteration 2F: 3 clusters Score -775094.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -775249.812500 Penalty: 4391.984863
	Iteration 3Q: 3 clusters Score -775249.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -775359.750000 Penalty: 4391.984863
	Iteration 4Q: 3 clusters Score -775359.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -775447.250000 Penalty: 4391.984863
	Iteration 5Q: 3 clusters Score -775447.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -775528.562500 Penalty: 4391.984863
	Iteration 6Q: 3 clusters Score -775528.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -775609.812500 Penalty: 4391.984863
	Iteration 7Q: 3 clusters Score -775609.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -775688.687500 Penalty: 4391.984863
	Iteration 8Q: 3 clusters Score -775688.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -775765.437500 Penalty: 4391.984863
	Iteration 9Q: 3 clusters Score -775765.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -775844.875000 Penalty: 4391.984863
	Iteration 10Q: 3 clusters Score -775844.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -775932.562500 Penalty: 4391.984863
	Iteration 11Q: 3 clusters Score -775932.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -776031.437500 Penalty: 4391.984863
	Iteration 12Q: 3 clusters Score -776031.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -776130.625000 Penalty: 4391.984863
	Iteration 13Q: 3 clusters Score -776130.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -776254.812500 Penalty: 4391.984863
	Iteration 14Q: 3 clusters Score -776254.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -776384.250000 Penalty: 4391.984863
	Iteration 15Q: 3 clusters Score -776384.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -776519.875000 Penalty: 4391.984863
	Iteration 16Q: 3 clusters Score -776519.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -776620.125000 Penalty: 4391.984863
	Iteration 17Q: 3 clusters Score -776620.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -776707.062500 Penalty: 4391.984863
	Iteration 18Q: 3 clusters Score -776707.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -776790.875000 Penalty: 4391.984863
	Iteration 19Q: 3 clusters Score -776790.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -776856.875000 Penalty: 4391.984863
	Iteration 20F: 3 clusters Score -776856.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -776915.625000 Penalty: 4391.984863
	Iteration 21Q: 3 clusters Score -776915.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -776965.187500 Penalty: 4391.984863
	Iteration 22Q: 3 clusters Score -776965.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -777003.937500 Penalty: 4391.984863
	Iteration 23Q: 3 clusters Score -777003.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -777031.687500 Penalty: 4391.984863
	Iteration 24Q: 3 clusters Score -777031.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -777062.187500 Penalty: 4391.984863
	Iteration 25Q: 3 clusters Score -777062.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -777084.375000 Penalty: 4391.984863
	Iteration 26Q: 3 clusters Score -777084.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -777113.125000 Penalty: 4391.984863
	Iteration 27Q: 3 clusters Score -777113.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -777136.500000 Penalty: 4391.984863
	Iteration 28Q: 3 clusters Score -777136.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -777153.187500 Penalty: 4391.984863
	Iteration 29Q: 3 clusters Score -777153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -777161.875000 Penalty: 4391.984863
	Iteration 30Q: 3 clusters Score -777161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -777173.250000 Penalty: 4391.984863
	Iteration 31Q: 3 clusters Score -777173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -777189.250000 Penalty: 4391.984863
	Iteration 32Q: 3 clusters Score -777189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -777197.500000 Penalty: 4391.984863
	Iteration 33Q: 3 clusters Score -777197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -777200.375000 Penalty: 4391.984863
	Iteration 34Q: 3 clusters Score -777200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -777202.500000 Penalty: 4391.984863
	Iteration 35Q: 3 clusters Score -777202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -777205.125000 Penalty: 4391.984863
	Iteration 36Q: 3 clusters Score -777205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -777206.937500 Penalty: 4391.984863
	Iteration 37Q: 3 clusters Score -777206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -777211.187500 Penalty: 4391.984863
	Iteration 38Q: 3 clusters Score -777211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -777215.312500 Penalty: 4391.984863
	Iteration 39Q: 3 clusters Score -777215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -777217.375000 Penalty: 4391.984863
	Iteration 40F: 3 clusters Score -777217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -777219.312500 Penalty: 4391.984863
	Iteration 41Q: 3 clusters Score -777219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -777221.812500 Penalty: 4391.984863
	Iteration 42Q: 3 clusters Score -777221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -777223.250000 Penalty: 4391.984863
	Iteration 43Q: 3 clusters Score -777223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -777223.375000 Penalty: 4391.984863
	Iteration 44Q: 3 clusters Score -777223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -777225.312500 Penalty: 4391.984863
	Iteration 45Q: 3 clusters Score -777225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -777229.937500 Penalty: 4391.984863
	Iteration 46Q: 3 clusters Score -777229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -777232.062500 Penalty: 4391.984863
	Iteration 47Q: 3 clusters Score -777232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -777233.250000 Penalty: 4391.984863
	Iteration 48Q: 3 clusters Score -777233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -777233.250000 Penalty: 4391.984863
	Iteration 49F: 3 clusters Score -777233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -1882121.250000 Penalty: 2404.921143
	Iteration 0F: 2 clusters Score -1882121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1870426.625000 Penalty: 4809.842285
	Iteration 0F: 3 clusters Score -1870427 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1874079.625000 Penalty: 4809.842285
	Iteration 1F: 3 clusters Score -1874080 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1874440.875000 Penalty: 4809.842285
	Iteration 2F: 3 clusters Score -1874441 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1874673.500000 Penalty: 4809.842285
	Iteration 3Q: 3 clusters Score -1874674 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1874833.000000 Penalty: 4809.842285
	Iteration 4Q: 3 clusters Score -1874833 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1874967.125000 Penalty: 4809.842285
	Iteration 5Q: 3 clusters Score -1874967 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1875071.750000 Penalty: 4809.842285
	Iteration 6Q: 3 clusters Score -1875072 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1875162.750000 Penalty: 4809.842285
	Iteration 7Q: 3 clusters Score -1875163 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1875239.000000 Penalty: 4809.842285
	Iteration 8Q: 3 clusters Score -1875239 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1875333.750000 Penalty: 4809.842285
	Iteration 9Q: 3 clusters Score -1875334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1875458.250000 Penalty: 4809.842285
	Iteration 10Q: 3 clusters Score -1875458 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1875612.375000 Penalty: 4809.842285
	Iteration 11Q: 3 clusters Score -1875612 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1875812.500000 Penalty: 4809.842285
	Iteration 12Q: 3 clusters Score -1875812 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1876099.375000 Penalty: 4809.842285
	Iteration 13Q: 3 clusters Score -1876099 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1876530.500000 Penalty: 4809.842285
	Iteration 14Q: 3 clusters Score -1876530 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1877096.875000 Penalty: 4809.842285
	Iteration 15F: 3 clusters Score -1877097 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1877773.250000 Penalty: 4809.842285
	Iteration 16F: 3 clusters Score -1877773 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1878442.125000 Penalty: 4809.842285
	Iteration 17Q: 3 clusters Score -1878442 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1878954.750000 Penalty: 4809.842285
	Iteration 18Q: 3 clusters Score -1878955 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1879326.375000 Penalty: 4809.842285
	Iteration 19Q: 3 clusters Score -1879326 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1879586.000000 Penalty: 4809.842285
	Iteration 20F: 3 clusters Score -1879586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1879751.750000 Penalty: 4809.842285
	Iteration 21Q: 3 clusters Score -1879752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1879845.375000 Penalty: 4809.842285
	Iteration 22Q: 3 clusters Score -1879845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1879902.875000 Penalty: 4809.842285
	Iteration 23Q: 3 clusters Score -1879903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1879947.500000 Penalty: 4809.842285
	Iteration 24Q: 3 clusters Score -1879948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1879980.875000 Penalty: 4809.842285
	Iteration 25Q: 3 clusters Score -1879981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1880003.250000 Penalty: 4809.842285
	Iteration 26Q: 3 clusters Score -1880003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1880021.125000 Penalty: 4809.842285
	Iteration 27Q: 3 clusters Score -1880021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1880032.250000 Penalty: 4809.842285
	Iteration 28Q: 3 clusters Score -1880032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1880043.875000 Penalty: 4809.842285
	Iteration 29Q: 3 clusters Score -1880044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1880050.875000 Penalty: 4809.842285
	Iteration 30Q: 3 clusters Score -1880051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1880060.000000 Penalty: 4809.842285
	Iteration 31Q: 3 clusters Score -1880060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1880063.625000 Penalty: 4809.842285
	Iteration 32Q: 3 clusters Score -1880064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1880073.500000 Penalty: 4809.842285
	Iteration 33Q: 3 clusters Score -1880074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1880082.000000 Penalty: 4809.842285
	Iteration 34Q: 3 clusters Score -1880082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1880083.500000 Penalty: 4809.842285
	Iteration 35Q: 3 clusters Score -1880084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1880088.875000 Penalty: 4809.842285
	Iteration 36Q: 3 clusters Score -1880089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1880089.625000 Penalty: 4809.842285
	Iteration 37Q: 3 clusters Score -1880090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1880089.625000 Penalty: 4809.842285
	Iteration 38F: 3 clusters Score -1880090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (147909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Entering Unmasked Estep 
Score: -16747294.000000 Penalty: 2952.279297
	Iteration 0F: 2 clusters Score -1.674729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -16648360.000000 Penalty: 5904.558594
	Iteration 0F: 3 clusters Score -1.664836e+07 nChanged 70791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -16689206.000000 Penalty: 5904.558594
	Iteration 1F: 3 clusters Score -1.668921e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -16690183.000000 Penalty: 5904.558594
	Iteration 2Q: 3 clusters Score -1.669018e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -16691156.000000 Penalty: 5904.558594
	Iteration 3Q: 3 clusters Score -1.669116e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -16692571.000000 Penalty: 5904.558594
	Iteration 4Q: 3 clusters Score -1.669257e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -16694617.000000 Penalty: 5904.558594
	Iteration 5Q: 3 clusters Score -1.669462e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -16697969.000000 Penalty: 5904.558594
	Iteration 6Q: 3 clusters Score -1.669797e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -16702726.000000 Penalty: 5904.558594
	Iteration 7F: 3 clusters Score -1.670273e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -16709105.000000 Penalty: 5904.558594
	Iteration 8F: 3 clusters Score -1.67091e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -16716686.000000 Penalty: 5904.558594
	Iteration 9F: 3 clusters Score -1.671669e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -16722851.000000 Penalty: 5904.558594
	Iteration 10F: 3 clusters Score -1.672285e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -16726036.000000 Penalty: 5904.558594
	Iteration 11Q: 3 clusters Score -1.672604e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -16727060.000000 Penalty: 5904.558594
	Iteration 12Q: 3 clusters Score -1.672706e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -16727614.000000 Penalty: 5904.558594
	Iteration 13Q: 3 clusters Score -1.672761e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -16728143.000000 Penalty: 5904.558594
	Iteration 14Q: 3 clusters Score -1.672814e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -16728631.000000 Penalty: 5904.558594
	Iteration 15Q: 3 clusters Score -1.672863e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -16729341.000000 Penalty: 5904.558594
	Iteration 16Q: 3 clusters Score -1.672934e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -16730067.000000 Penalty: 5904.558594
	Iteration 17Q: 3 clusters Score -1.673007e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -16730776.000000 Penalty: 5904.558594
	Iteration 18Q: 3 clusters Score -1.673078e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -16731673.000000 Penalty: 5904.558594
	Iteration 19Q: 3 clusters Score -1.673167e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -16732282.000000 Penalty: 5904.558594
	Iteration 20F: 3 clusters Score -1.673228e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -16732900.000000 Penalty: 5904.558594
	Iteration 21Q: 3 clusters Score -1.67329e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -16733541.000000 Penalty: 5904.558594
	Iteration 22Q: 3 clusters Score -1.673354e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -16734103.000000 Penalty: 5904.558594
	Iteration 23Q: 3 clusters Score -1.67341e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -16734677.000000 Penalty: 5904.558594
	Iteration 24Q: 3 clusters Score -1.673468e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -16735024.000000 Penalty: 5904.558594
	Iteration 25Q: 3 clusters Score -1.673502e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -16735358.000000 Penalty: 5904.558594
	Iteration 26Q: 3 clusters Score -1.673536e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -16735502.000000 Penalty: 5904.558594
	Iteration 27Q: 3 clusters Score -1.67355e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -16735735.000000 Penalty: 5904.558594
	Iteration 28Q: 3 clusters Score -1.673574e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -16736029.000000 Penalty: 5904.558594
	Iteration 29Q: 3 clusters Score -1.673603e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -16736292.000000 Penalty: 5904.558594
	Iteration 30Q: 3 clusters Score -1.673629e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -16736542.000000 Penalty: 5904.558594
	Iteration 31Q: 3 clusters Score -1.673654e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -16736839.000000 Penalty: 5904.558594
	Iteration 32Q: 3 clusters Score -1.673684e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -16736978.000000 Penalty: 5904.558594
	Iteration 33Q: 3 clusters Score -1.673698e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -16737272.000000 Penalty: 5904.558594
	Iteration 34Q: 3 clusters Score -1.673727e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -16737492.000000 Penalty: 5904.558594
	Iteration 35Q: 3 clusters Score -1.673749e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -16737718.000000 Penalty: 5904.558594
	Iteration 36Q: 3 clusters Score -1.673772e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -16737995.000000 Penalty: 5904.558594
	Iteration 37Q: 3 clusters Score -1.6738e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 104094 members 
Entering Unmasked Estep 
Score: -16738187.000000 Penalty: 5904.558594
	Iteration 38Q: 3 clusters Score -1.673819e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -16738364.000000 Penalty: 5904.558594
	Iteration 39Q: 3 clusters Score -1.673836e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -16738560.000000 Penalty: 5904.558594
	Iteration 40F: 3 clusters Score -1.673856e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -16738784.000000 Penalty: 5904.558594
	Iteration 41Q: 3 clusters Score -1.673878e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -16738983.000000 Penalty: 5904.558594
	Iteration 42Q: 3 clusters Score -1.673898e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -16739230.000000 Penalty: 5904.558594
	Iteration 43Q: 3 clusters Score -1.673923e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -16739394.000000 Penalty: 5904.558594
	Iteration 44Q: 3 clusters Score -1.673939e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -16739640.000000 Penalty: 5904.558594
	Iteration 45Q: 3 clusters Score -1.673964e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -16739850.000000 Penalty: 5904.558594
	Iteration 46Q: 3 clusters Score -1.673985e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -16740014.000000 Penalty: 5904.558594
	Iteration 47Q: 3 clusters Score -1.674001e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -16740161.000000 Penalty: 5904.558594
	Iteration 48Q: 3 clusters Score -1.674016e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -16740271.000000 Penalty: 5904.558594
	Iteration 49Q: 3 clusters Score -1.674027e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -16740395.000000 Penalty: 5904.558594
	Iteration 50Q: 3 clusters Score -1.67404e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -16740577.000000 Penalty: 5904.558594
	Iteration 51Q: 3 clusters Score -1.674058e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 119218 members 
Entering Unmasked Estep 
Score: -16740723.000000 Penalty: 5904.558594
	Iteration 52Q: 3 clusters Score -1.674072e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -16740918.000000 Penalty: 5904.558594
	Iteration 53Q: 3 clusters Score -1.674092e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -16741114.000000 Penalty: 5904.558594
	Iteration 54Q: 3 clusters Score -1.674111e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 121877 members 
Entering Unmasked Estep 
Score: -16741240.000000 Penalty: 5904.558594
	Iteration 55Q: 3 clusters Score -1.674124e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -16741387.000000 Penalty: 5904.558594
	Iteration 56Q: 3 clusters Score -1.674139e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -16741527.000000 Penalty: 5904.558594
	Iteration 57Q: 3 clusters Score -1.674153e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -16741746.000000 Penalty: 5904.558594
	Iteration 58Q: 3 clusters Score -1.674175e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -16741836.000000 Penalty: 5904.558594
	Iteration 59Q: 3 clusters Score -1.674184e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 125721 members 
Entering Unmasked Estep 
Score: -16741960.000000 Penalty: 5904.558594
	Iteration 60F: 3 clusters Score -1.674196e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -16742057.000000 Penalty: 5904.558594
	Iteration 61Q: 3 clusters Score -1.674206e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 127136 members 
Entering Unmasked Estep 
Score: -16742149.000000 Penalty: 5904.558594
	Iteration 62Q: 3 clusters Score -1.674215e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 127798 members 
Entering Unmasked Estep 
Score: -16742342.000000 Penalty: 5904.558594
	Iteration 63Q: 3 clusters Score -1.674234e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -16742408.000000 Penalty: 5904.558594
	Iteration 64Q: 3 clusters Score -1.674241e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -16742522.000000 Penalty: 5904.558594
	Iteration 65Q: 3 clusters Score -1.674252e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 129712 members 
Entering Unmasked Estep 
Score: -16742618.000000 Penalty: 5904.558594
	Iteration 66Q: 3 clusters Score -1.674262e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 130329 members 
Entering Unmasked Estep 
Score: -16742744.000000 Penalty: 5904.558594
	Iteration 67Q: 3 clusters Score -1.674274e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -16742840.000000 Penalty: 5904.558594
	Iteration 68Q: 3 clusters Score -1.674284e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -16742956.000000 Penalty: 5904.558594
	Iteration 69Q: 3 clusters Score -1.674296e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -16743075.000000 Penalty: 5904.558594
	Iteration 70Q: 3 clusters Score -1.674308e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -16743193.000000 Penalty: 5904.558594
	Iteration 71Q: 3 clusters Score -1.674319e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 132930 members 
Entering Unmasked Estep 
Score: -16743281.000000 Penalty: 5904.558594
	Iteration 72Q: 3 clusters Score -1.674328e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -16743411.000000 Penalty: 5904.558594
	Iteration 73Q: 3 clusters Score -1.674341e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 133884 members 
Entering Unmasked Estep 
Score: -16743465.000000 Penalty: 5904.558594
	Iteration 74Q: 3 clusters Score -1.674346e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -16743561.000000 Penalty: 5904.558594
	Iteration 75Q: 3 clusters Score -1.674356e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -16743629.000000 Penalty: 5904.558594
	Iteration 76Q: 3 clusters Score -1.674363e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 135086 members 
Entering Unmasked Estep 
Score: -16743699.000000 Penalty: 5904.558594
	Iteration 77Q: 3 clusters Score -1.67437e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 135463 members 
Entering Unmasked Estep 
Score: -16743798.000000 Penalty: 5904.558594
	Iteration 78Q: 3 clusters Score -1.67438e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -16743902.000000 Penalty: 5904.558594
	Iteration 79Q: 3 clusters Score -1.67439e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -16743958.000000 Penalty: 5904.558594
	Iteration 80F: 3 clusters Score -1.674396e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 136581 members 
Entering Unmasked Estep 
Score: -16744031.000000 Penalty: 5904.558594
	Iteration 81Q: 3 clusters Score -1.674403e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 136908 members 
Entering Unmasked Estep 
Score: -16744014.000000 Penalty: 5904.558594
	Iteration 82Q: 3 clusters Score -1.674401e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -16744059.000000 Penalty: 5904.558594
	Iteration 83Q: 3 clusters Score -1.674406e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -16744125.000000 Penalty: 5904.558594
	Iteration 84Q: 3 clusters Score -1.674412e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 137708 members 
Entering Unmasked Estep 
Score: -16744237.000000 Penalty: 5904.558594
	Iteration 85Q: 3 clusters Score -1.674424e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 137954 members 
Entering Unmasked Estep 
Score: -16744269.000000 Penalty: 5904.558594
	Iteration 86Q: 3 clusters Score -1.674427e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 138173 members 
Entering Unmasked Estep 
Score: -16744263.000000 Penalty: 5904.558594
	Iteration 87Q: 3 clusters Score -1.674426e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -16744268.000000 Penalty: 5904.558594
	Iteration 88Q: 3 clusters Score -1.674427e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 138579 members 
Entering Unmasked Estep 
Score: -16744344.000000 Penalty: 5904.558594
	Iteration 89Q: 3 clusters Score -1.674434e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 138772 members 
Entering Unmasked Estep 
Score: -16744373.000000 Penalty: 5904.558594
	Iteration 90Q: 3 clusters Score -1.674437e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 138983 members 
Entering Unmasked Estep 
Score: -16744402.000000 Penalty: 5904.558594
	Iteration 91Q: 3 clusters Score -1.67444e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -16744467.000000 Penalty: 5904.558594
	Iteration 92Q: 3 clusters Score -1.674447e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 139341 members 
Entering Unmasked Estep 
Score: -16744462.000000 Penalty: 5904.558594
	Iteration 93Q: 3 clusters Score -1.674446e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 139503 members 
Entering Unmasked Estep 
Score: -16744482.000000 Penalty: 5904.558594
	Iteration 94Q: 3 clusters Score -1.674448e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 139638 members 
Entering Unmasked Estep 
Score: -16744521.000000 Penalty: 5904.558594
	Iteration 95Q: 3 clusters Score -1.674452e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -16744550.000000 Penalty: 5904.558594
	Iteration 96Q: 3 clusters Score -1.674455e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -16744580.000000 Penalty: 5904.558594
	Iteration 97Q: 3 clusters Score -1.674458e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 140067 members 
Entering Unmasked Estep 
Score: -16744597.000000 Penalty: 5904.558594
	Iteration 98Q: 3 clusters Score -1.67446e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 140199 members 
Entering Unmasked Estep 
Score: -16744612.000000 Penalty: 5904.558594
	Iteration 99Q: 3 clusters Score -1.674461e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 140319 members 
Entering Unmasked Estep 
Score: -16744626.000000 Penalty: 5904.558594
	Iteration 100F: 3 clusters Score -1.674463e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 140436 members 
Entering Unmasked Estep 
Score: -16744618.000000 Penalty: 5904.558594
	Iteration 101Q: 3 clusters Score -1.674462e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 140549 members 
Entering Unmasked Estep 
Score: -16744642.000000 Penalty: 5904.558594
	Iteration 102Q: 3 clusters Score -1.674464e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 140654 members 
Entering Unmasked Estep 
Score: -16744620.000000 Penalty: 5904.558594
	Iteration 103Q: 3 clusters Score -1.674462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 140753 members 
Entering Unmasked Estep 
Score: -16744622.000000 Penalty: 5904.558594
	Iteration 104Q: 3 clusters Score -1.674462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 140853 members 
Entering Unmasked Estep 
Score: -16744634.000000 Penalty: 5904.558594
	Iteration 105Q: 3 clusters Score -1.674463e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -16744627.000000 Penalty: 5904.558594
	Iteration 106Q: 3 clusters Score -1.674463e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -16744624.000000 Penalty: 5904.558594
	Iteration 107Q: 3 clusters Score -1.674462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -16744630.000000 Penalty: 5904.558594
	Iteration 108Q: 3 clusters Score -1.674463e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -16744637.000000 Penalty: 5904.558594
	Iteration 109Q: 3 clusters Score -1.674464e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -16744634.000000 Penalty: 5904.558594
	Iteration 110Q: 3 clusters Score -1.674463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 141329 members 
Entering Unmasked Estep 
Score: -16744661.000000 Penalty: 5904.558594
	Iteration 111Q: 3 clusters Score -1.674466e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -16744685.000000 Penalty: 5904.558594
	Iteration 112Q: 3 clusters Score -1.674468e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -16744683.000000 Penalty: 5904.558594
	Iteration 113Q: 3 clusters Score -1.674468e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -16744693.000000 Penalty: 5904.558594
	Iteration 114Q: 3 clusters Score -1.674469e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -16744699.000000 Penalty: 5904.558594
	Iteration 115Q: 3 clusters Score -1.67447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -16744703.000000 Penalty: 5904.558594
	Iteration 116Q: 3 clusters Score -1.67447e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -16744704.000000 Penalty: 5904.558594
	Iteration 117Q: 3 clusters Score -1.67447e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 141867 members 
Entering Unmasked Estep 
Score: -16744715.000000 Penalty: 5904.558594
	Iteration 118Q: 3 clusters Score -1.674472e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 141933 members 
Entering Unmasked Estep 
Score: -16744725.000000 Penalty: 5904.558594
	Iteration 119Q: 3 clusters Score -1.674472e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 142010 members 
Entering Unmasked Estep 
Score: -16744735.000000 Penalty: 5904.558594
	Iteration 120F: 3 clusters Score -1.674474e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -16744734.000000 Penalty: 5904.558594
	Iteration 121Q: 3 clusters Score -1.674473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 142154 members 
Entering Unmasked Estep 
Score: -16744753.000000 Penalty: 5904.558594
	Iteration 122Q: 3 clusters Score -1.674475e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -16744759.000000 Penalty: 5904.558594
	Iteration 123Q: 3 clusters Score -1.674476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -16744746.000000 Penalty: 5904.558594
	Iteration 124Q: 3 clusters Score -1.674475e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 142345 members 
Entering Unmasked Estep 
Score: -16744764.000000 Penalty: 5904.558594
	Iteration 125Q: 3 clusters Score -1.674476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -16744777.000000 Penalty: 5904.558594
	Iteration 126Q: 3 clusters Score -1.674478e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -16744773.000000 Penalty: 5904.558594
	Iteration 127Q: 3 clusters Score -1.674477e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -16744787.000000 Penalty: 5904.558594
	Iteration 128Q: 3 clusters Score -1.674479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -16744796.000000 Penalty: 5904.558594
	Iteration 129Q: 3 clusters Score -1.67448e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 142640 members 
Entering Unmasked Estep 
Score: -16744807.000000 Penalty: 5904.558594
	Iteration 130Q: 3 clusters Score -1.674481e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 142687 members 
Entering Unmasked Estep 
Score: -16744786.000000 Penalty: 5904.558594
	Iteration 131Q: 3 clusters Score -1.674479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 142739 members 
Entering Unmasked Estep 
Score: -16744762.000000 Penalty: 5904.558594
	Iteration 132Q: 3 clusters Score -1.674476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -16744769.000000 Penalty: 5904.558594
	Iteration 133Q: 3 clusters Score -1.674477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 142831 members 
Entering Unmasked Estep 
Score: -16744775.000000 Penalty: 5904.558594
	Iteration 134Q: 3 clusters Score -1.674478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 142876 members 
Entering Unmasked Estep 
Score: -16744769.000000 Penalty: 5904.558594
	Iteration 135Q: 3 clusters Score -1.674477e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -16744781.000000 Penalty: 5904.558594
	Iteration 136Q: 3 clusters Score -1.674478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 142942 members 
Entering Unmasked Estep 
Score: -16744763.000000 Penalty: 5904.558594
	Iteration 137Q: 3 clusters Score -1.674476e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 142979 members 
Entering Unmasked Estep 
Score: -16744770.000000 Penalty: 5904.558594
	Iteration 138Q: 3 clusters Score -1.674477e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 143015 members 
Entering Unmasked Estep 
Score: -16744792.000000 Penalty: 5904.558594
	Iteration 139Q: 3 clusters Score -1.674479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 143043 members 
Entering Unmasked Estep 
Score: -16744785.000000 Penalty: 5904.558594
	Iteration 140F: 3 clusters Score -1.674478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -16744804.000000 Penalty: 5904.558594
	Iteration 141Q: 3 clusters Score -1.67448e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -16744832.000000 Penalty: 5904.558594
	Iteration 142Q: 3 clusters Score -1.674483e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -16744821.000000 Penalty: 5904.558594
	Iteration 143Q: 3 clusters Score -1.674482e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -16744804.000000 Penalty: 5904.558594
	Iteration 144Q: 3 clusters Score -1.67448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -16744794.000000 Penalty: 5904.558594
	Iteration 145Q: 3 clusters Score -1.674479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -16744809.000000 Penalty: 5904.558594
	Iteration 146Q: 3 clusters Score -1.674481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 143379 members 
Entering Unmasked Estep 
Score: -16744812.000000 Penalty: 5904.558594
	Iteration 147Q: 3 clusters Score -1.674481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -16744816.000000 Penalty: 5904.558594
	Iteration 148Q: 3 clusters Score -1.674482e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -16744814.000000 Penalty: 5904.558594
	Iteration 149Q: 3 clusters Score -1.674481e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 143536 members 
Entering Unmasked Estep 
Score: -16744826.000000 Penalty: 5904.558594
	Iteration 150Q: 3 clusters Score -1.674483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -16744842.000000 Penalty: 5904.558594
	Iteration 151Q: 3 clusters Score -1.674484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -16744815.000000 Penalty: 5904.558594
	Iteration 152Q: 3 clusters Score -1.674482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -16744819.000000 Penalty: 5904.558594
	Iteration 153Q: 3 clusters Score -1.674482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143737 members 
Entering Unmasked Estep 
Score: -16744844.000000 Penalty: 5904.558594
	Iteration 154Q: 3 clusters Score -1.674484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -16744855.000000 Penalty: 5904.558594
	Iteration 155Q: 3 clusters Score -1.674486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -16744859.000000 Penalty: 5904.558594
	Iteration 156Q: 3 clusters Score -1.674486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -16744899.000000 Penalty: 5904.558594
	Iteration 157Q: 3 clusters Score -1.67449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 143875 members 
Entering Unmasked Estep 
Score: -16744890.000000 Penalty: 5904.558594
	Iteration 158Q: 3 clusters Score -1.674489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 143900 members 
Entering Unmasked Estep 
Score: -16744899.000000 Penalty: 5904.558594
	Iteration 159Q: 3 clusters Score -1.67449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -16744899.000000 Penalty: 5904.558594
	Iteration 160F: 3 clusters Score -1.67449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 143959 members 
Entering Unmasked Estep 
Score: -16744892.000000 Penalty: 5904.558594
	Iteration 161Q: 3 clusters Score -1.674489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -16744892.000000 Penalty: 5904.558594
	Iteration 162Q: 3 clusters Score -1.674489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 144012 members 
Entering Unmasked Estep 
Score: -16744893.000000 Penalty: 5904.558594
	Iteration 163Q: 3 clusters Score -1.674489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 144035 members 
Entering Unmasked Estep 
Score: -16744923.000000 Penalty: 5904.558594
	Iteration 164Q: 3 clusters Score -1.674492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 144065 members 
Entering Unmasked Estep 
Score: -16744910.000000 Penalty: 5904.558594
	Iteration 165Q: 3 clusters Score -1.674491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -16744906.000000 Penalty: 5904.558594
	Iteration 166Q: 3 clusters Score -1.674491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 144123 members 
Entering Unmasked Estep 
Score: -16744912.000000 Penalty: 5904.558594
	Iteration 167Q: 3 clusters Score -1.674491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 144154 members 
Entering Unmasked Estep 
Score: -16744918.000000 Penalty: 5904.558594
	Iteration 168Q: 3 clusters Score -1.674492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -16744927.000000 Penalty: 5904.558594
	Iteration 169Q: 3 clusters Score -1.674493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 144211 members 
Entering Unmasked Estep 
Score: -16744946.000000 Penalty: 5904.558594
	Iteration 170Q: 3 clusters Score -1.674495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -16744949.000000 Penalty: 5904.558594
	Iteration 171Q: 3 clusters Score -1.674495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 144258 members 
Entering Unmasked Estep 
Score: -16744961.000000 Penalty: 5904.558594
	Iteration 172Q: 3 clusters Score -1.674496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 144282 members 
Entering Unmasked Estep 
Score: -16744978.000000 Penalty: 5904.558594
	Iteration 173Q: 3 clusters Score -1.674498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 144303 members 
Entering Unmasked Estep 
Score: -16744973.000000 Penalty: 5904.558594
	Iteration 174Q: 3 clusters Score -1.674497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 144326 members 
Entering Unmasked Estep 
Score: -16744998.000000 Penalty: 5904.558594
	Iteration 175Q: 3 clusters Score -1.6745e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -16745007.000000 Penalty: 5904.558594
	Iteration 176Q: 3 clusters Score -1.674501e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -16744989.000000 Penalty: 5904.558594
	Iteration 177Q: 3 clusters Score -1.674499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 144417 members 
Entering Unmasked Estep 
Score: -16744991.000000 Penalty: 5904.558594
	Iteration 178Q: 3 clusters Score -1.674499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 144436 members 
Entering Unmasked Estep 
Score: -16744989.000000 Penalty: 5904.558594
	Iteration 179Q: 3 clusters Score -1.674499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -16744979.000000 Penalty: 5904.558594
	Iteration 180F: 3 clusters Score -1.674498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 144478 members 
Entering Unmasked Estep 
Score: -16744974.000000 Penalty: 5904.558594
	Iteration 181Q: 3 clusters Score -1.674497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -16744981.000000 Penalty: 5904.558594
	Iteration 182Q: 3 clusters Score -1.674498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 144498 members 
Entering Unmasked Estep 
Score: -16744987.000000 Penalty: 5904.558594
	Iteration 183Q: 3 clusters Score -1.674499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -16744988.000000 Penalty: 5904.558594
	Iteration 184Q: 3 clusters Score -1.674499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -16744979.000000 Penalty: 5904.558594
	Iteration 185Q: 3 clusters Score -1.674498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -16744968.000000 Penalty: 5904.558594
	Iteration 186Q: 3 clusters Score -1.674497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -16744966.000000 Penalty: 5904.558594
	Iteration 187Q: 3 clusters Score -1.674497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 144523 members 
Entering Unmasked Estep 
Score: -16744966.000000 Penalty: 5904.558594
	Iteration 188Q: 3 clusters Score -1.674497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -16744969.000000 Penalty: 5904.558594
	Iteration 189Q: 3 clusters Score -1.674497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 144535 members 
Entering Unmasked Estep 
Score: -16744959.000000 Penalty: 5904.558594
	Iteration 190Q: 3 clusters Score -1.674496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -16744948.000000 Penalty: 5904.558594
	Iteration 191Q: 3 clusters Score -1.674495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 144547 members 
Entering Unmasked Estep 
Score: -16744952.000000 Penalty: 5904.558594
	Iteration 192Q: 3 clusters Score -1.674495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -16744952.000000 Penalty: 5904.558594
	Iteration 193Q: 3 clusters Score -1.674495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 144553 members 
Entering Unmasked Estep 
Score: -16744950.000000 Penalty: 5904.558594
	Iteration 194Q: 3 clusters Score -1.674495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 144553 members 
Entering Unmasked Estep 
Score: -16744950.000000 Penalty: 5904.558594
	Iteration 195F: 3 clusters Score -1.674495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Entering Unmasked Estep 
Score: -4202934.500000 Penalty: 2632.450684
	Iteration 0F: 2 clusters Score -4202934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4175309.250000 Penalty: 5264.901367
	Iteration 0F: 3 clusters Score -4175309 nChanged 18673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4186478.500000 Penalty: 5264.901367
	Iteration 1F: 3 clusters Score -4186478 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4187990.750000 Penalty: 5264.901367
	Iteration 2F: 3 clusters Score -4187991 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4189622.500000 Penalty: 5264.901367
	Iteration 3F: 3 clusters Score -4189622 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4191265.750000 Penalty: 5264.901367
	Iteration 4F: 3 clusters Score -4191266 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4192946.750000 Penalty: 5264.901367
	Iteration 5F: 3 clusters Score -4192947 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4194602.500000 Penalty: 5264.901367
	Iteration 6F: 3 clusters Score -4194602 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4196091.000000 Penalty: 5264.901367
	Iteration 7F: 3 clusters Score -4196091 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4197313.500000 Penalty: 5264.901367
	Iteration 8Q: 3 clusters Score -4197314 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4198173.000000 Penalty: 5264.901367
	Iteration 9Q: 3 clusters Score -4198173 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4198816.500000 Penalty: 5264.901367
	Iteration 10Q: 3 clusters Score -4198816 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4199335.500000 Penalty: 5264.901367
	Iteration 11Q: 3 clusters Score -4199336 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4199719.000000 Penalty: 5264.901367
	Iteration 12Q: 3 clusters Score -4199719 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4200059.500000 Penalty: 5264.901367
	Iteration 13Q: 3 clusters Score -4200060 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4200316.000000 Penalty: 5264.901367
	Iteration 14Q: 3 clusters Score -4200316 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4200558.000000 Penalty: 5264.901367
	Iteration 15Q: 3 clusters Score -4200558 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4200780.500000 Penalty: 5264.901367
	Iteration 16Q: 3 clusters Score -4200780 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4200958.000000 Penalty: 5264.901367
	Iteration 17Q: 3 clusters Score -4200958 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4201121.000000 Penalty: 5264.901367
	Iteration 18Q: 3 clusters Score -4201121 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4201271.500000 Penalty: 5264.901367
	Iteration 19Q: 3 clusters Score -4201272 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4201370.500000 Penalty: 5264.901367
	Iteration 20F: 3 clusters Score -4201370 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4201440.500000 Penalty: 5264.901367
	Iteration 21Q: 3 clusters Score -4201440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4201494.500000 Penalty: 5264.901367
	Iteration 22Q: 3 clusters Score -4201494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4201515.500000 Penalty: 5264.901367
	Iteration 23Q: 3 clusters Score -4201516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4201532.500000 Penalty: 5264.901367
	Iteration 24Q: 3 clusters Score -4201532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4201565.500000 Penalty: 5264.901367
	Iteration 25Q: 3 clusters Score -4201566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4201574.500000 Penalty: 5264.901367
	Iteration 26Q: 3 clusters Score -4201574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4201578.000000 Penalty: 5264.901367
	Iteration 27Q: 3 clusters Score -4201578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4201591.000000 Penalty: 5264.901367
	Iteration 28Q: 3 clusters Score -4201591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4201600.500000 Penalty: 5264.901367
	Iteration 29Q: 3 clusters Score -4201600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4201603.500000 Penalty: 5264.901367
	Iteration 30Q: 3 clusters Score -4201604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4201610.000000 Penalty: 5264.901367
	Iteration 31Q: 3 clusters Score -4201610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4201627.000000 Penalty: 5264.901367
	Iteration 32Q: 3 clusters Score -4201627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4201629.500000 Penalty: 5264.901367
	Iteration 33Q: 3 clusters Score -4201630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4201642.500000 Penalty: 5264.901367
	Iteration 34Q: 3 clusters Score -4201642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4201661.000000 Penalty: 5264.901367
	Iteration 35Q: 3 clusters Score -4201661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4201686.500000 Penalty: 5264.901367
	Iteration 36Q: 3 clusters Score -4201686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4201695.500000 Penalty: 5264.901367
	Iteration 37Q: 3 clusters Score -4201696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4201696.000000 Penalty: 5264.901367
	Iteration 38Q: 3 clusters Score -4201696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4201712.000000 Penalty: 5264.901367
	Iteration 39Q: 3 clusters Score -4201712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4201712.500000 Penalty: 5264.901367
	Iteration 40F: 3 clusters Score -4201712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4201710.500000 Penalty: 5264.901367
	Iteration 41Q: 3 clusters Score -4201710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4201720.000000 Penalty: 5264.901367
	Iteration 42Q: 3 clusters Score -4201720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4201724.000000 Penalty: 5264.901367
	Iteration 43Q: 3 clusters Score -4201724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4201727.000000 Penalty: 5264.901367
	Iteration 44Q: 3 clusters Score -4201727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4201727.000000 Penalty: 5264.901367
	Iteration 45Q: 3 clusters Score -4201727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4201734.000000 Penalty: 5264.901367
	Iteration 46Q: 3 clusters Score -4201734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4201738.500000 Penalty: 5264.901367
	Iteration 47Q: 3 clusters Score -4201738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4201739.000000 Penalty: 5264.901367
	Iteration 48Q: 3 clusters Score -4201739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4201746.000000 Penalty: 5264.901367
	Iteration 49Q: 3 clusters Score -4201746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4201749.500000 Penalty: 5264.901367
	Iteration 50Q: 3 clusters Score -4201750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4201750.500000 Penalty: 5264.901367
	Iteration 51Q: 3 clusters Score -4201750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4201757.500000 Penalty: 5264.901367
	Iteration 52Q: 3 clusters Score -4201758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4201767.000000 Penalty: 5264.901367
	Iteration 53Q: 3 clusters Score -4201767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4201781.500000 Penalty: 5264.901367
	Iteration 54Q: 3 clusters Score -4201782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4201790.000000 Penalty: 5264.901367
	Iteration 55Q: 3 clusters Score -4201790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4201809.000000 Penalty: 5264.901367
	Iteration 56Q: 3 clusters Score -4201809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4201817.500000 Penalty: 5264.901367
	Iteration 57Q: 3 clusters Score -4201818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4201828.500000 Penalty: 5264.901367
	Iteration 58Q: 3 clusters Score -4201828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4201837.500000 Penalty: 5264.901367
	Iteration 59Q: 3 clusters Score -4201838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4201848.000000 Penalty: 5264.901367
	Iteration 60F: 3 clusters Score -4201848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4201869.500000 Penalty: 5264.901367
	Iteration 61Q: 3 clusters Score -4201870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4201902.500000 Penalty: 5264.901367
	Iteration 62Q: 3 clusters Score -4201902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4201934.500000 Penalty: 5264.901367
	Iteration 63Q: 3 clusters Score -4201934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4201980.500000 Penalty: 5264.901367
	Iteration 64Q: 3 clusters Score -4201980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4202058.000000 Penalty: 5264.901367
	Iteration 65Q: 3 clusters Score -4202058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4202139.500000 Penalty: 5264.901367
	Iteration 66Q: 3 clusters Score -4202140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4202182.500000 Penalty: 5264.901367
	Iteration 67Q: 3 clusters Score -4202182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4202218.500000 Penalty: 5264.901367
	Iteration 68Q: 3 clusters Score -4202218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4202240.000000 Penalty: 5264.901367
	Iteration 69Q: 3 clusters Score -4202240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4202257.500000 Penalty: 5264.901367
	Iteration 70Q: 3 clusters Score -4202258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4202269.000000 Penalty: 5264.901367
	Iteration 71Q: 3 clusters Score -4202269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4202269.000000 Penalty: 5264.901367
	Iteration 72Q: 3 clusters Score -4202269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4202271.000000 Penalty: 5264.901367
	Iteration 73Q: 3 clusters Score -4202271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4202280.000000 Penalty: 5264.901367
	Iteration 74Q: 3 clusters Score -4202280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4202285.000000 Penalty: 5264.901367
	Iteration 75Q: 3 clusters Score -4202285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4202280.000000 Penalty: 5264.901367
	Iteration 76Q: 3 clusters Score -4202280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4202277.000000 Penalty: 5264.901367
	Iteration 77Q: 3 clusters Score -4202277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4202281.500000 Penalty: 5264.901367
	Iteration 78Q: 3 clusters Score -4202282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4202282.500000 Penalty: 5264.901367
	Iteration 79Q: 3 clusters Score -4202282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4202282.500000 Penalty: 5264.901367
	Iteration 80F: 3 clusters Score -4202282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4202286.500000 Penalty: 5264.901367
	Iteration 81Q: 3 clusters Score -4202286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4202285.500000 Penalty: 5264.901367
	Iteration 82Q: 3 clusters Score -4202286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4202287.500000 Penalty: 5264.901367
	Iteration 83Q: 3 clusters Score -4202288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4202289.500000 Penalty: 5264.901367
	Iteration 84Q: 3 clusters Score -4202290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4202288.000000 Penalty: 5264.901367
	Iteration 85Q: 3 clusters Score -4202288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4202286.000000 Penalty: 5264.901367
	Iteration 86Q: 3 clusters Score -4202286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4202289.500000 Penalty: 5264.901367
	Iteration 87Q: 3 clusters Score -4202290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4202289.000000 Penalty: 5264.901367
	Iteration 88Q: 3 clusters Score -4202289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4202285.500000 Penalty: 5264.901367
	Iteration 89Q: 3 clusters Score -4202286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4202290.500000 Penalty: 5264.901367
	Iteration 90Q: 3 clusters Score -4202290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4202292.000000 Penalty: 5264.901367
	Iteration 91Q: 3 clusters Score -4202292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4202294.500000 Penalty: 5264.901367
	Iteration 92Q: 3 clusters Score -4202294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4202295.500000 Penalty: 5264.901367
	Iteration 93Q: 3 clusters Score -4202296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4202296.000000 Penalty: 5264.901367
	Iteration 94Q: 3 clusters Score -4202296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4202296.000000 Penalty: 5264.901367
	Iteration 95F: 3 clusters Score -4202296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -648038.312500 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -648038.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -642610.062500 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -642610.1 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -644505.187500 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -644505.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -645292.562500 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -645292.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -645925.187500 Penalty: 4364.482910
	Iteration 3F: 3 clusters Score -645925.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -646441.125000 Penalty: 4364.482910
	Iteration 4F: 3 clusters Score -646441.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -646825.000000 Penalty: 4364.482910
	Iteration 5F: 3 clusters Score -646825 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -647114.687500 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -647114.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -647321.687500 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -647321.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -647476.562500 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -647476.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -647611.937500 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -647611.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -647706.312500 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -647706.3 nChanged 113
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: -647778.437500 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -647778.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -647838.000000 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -647838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -647896.750000 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -647896.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -647976.000000 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -647976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -648048.000000 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -648048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -648103.750000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -648103.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -648143.125000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -648143.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -648170.875000 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -648170.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -648193.562500 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -648193.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -648223.000000 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -648223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -648253.312500 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -648253.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -648273.937500 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -648273.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -648285.000000 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -648285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -648295.312500 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -648295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -648304.312500 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -648304.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -648310.562500 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -648310.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -648314.062500 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -648314.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -648316.812500 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -648316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -648319.625000 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -648319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -648322.562500 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -648322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -648325.312500 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -648325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -648327.500000 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -648327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -648330.062500 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -648330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -648331.437500 Penalty: 4364.482910
	Iteration 34Q: 3 clusters Score -648331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -648333.125000 Penalty: 4364.482910
	Iteration 35Q: 3 clusters Score -648333.1 nChanged 11
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: -648338.312500 Penalty: 4364.482910
	Iteration 36Q: 3 clusters Score -648338.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -648343.437500 Penalty: 4364.482910
	Iteration 37Q: 3 clusters Score -648343.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -648354.812500 Penalty: 4364.482910
	Iteration 38Q: 3 clusters Score -648354.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -648366.562500 Penalty: 4364.482910
	Iteration 39Q: 3 clusters Score -648366.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -648375.500000 Penalty: 4364.482910
	Iteration 40F: 3 clusters Score -648375.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -648383.062500 Penalty: 4364.482910
	Iteration 41Q: 3 clusters Score -648383.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -648392.875000 Penalty: 4364.482910
	Iteration 42Q: 3 clusters Score -648392.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -648402.500000 Penalty: 4364.482910
	Iteration 43Q: 3 clusters Score -648402.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -648410.625000 Penalty: 4364.482910
	Iteration 44Q: 3 clusters Score -648410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -648418.625000 Penalty: 4364.482910
	Iteration 45Q: 3 clusters Score -648418.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -648424.250000 Penalty: 4364.482910
	Iteration 46Q: 3 clusters Score -648424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -648437.000000 Penalty: 4364.482910
	Iteration 47Q: 3 clusters Score -648437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -648449.000000 Penalty: 4364.482910
	Iteration 48Q: 3 clusters Score -648449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -648458.750000 Penalty: 4364.482910
	Iteration 49Q: 3 clusters Score -648458.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -648467.750000 Penalty: 4364.482910
	Iteration 50Q: 3 clusters Score -648467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -648482.187500 Penalty: 4364.482910
	Iteration 51Q: 3 clusters Score -648482.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -648499.562500 Penalty: 4364.482910
	Iteration 52Q: 3 clusters Score -648499.6 nChanged 33
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: -648521.625000 Penalty: 4364.482910
	Iteration 53Q: 3 clusters Score -648521.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -648546.187500 Penalty: 4364.482910
	Iteration 54Q: 3 clusters Score -648546.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -648581.312500 Penalty: 4364.482910
	Iteration 55Q: 3 clusters Score -648581.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -648616.187500 Penalty: 4364.482910
	Iteration 56Q: 3 clusters Score -648616.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -648652.125000 Penalty: 4364.482910
	Iteration 57Q: 3 clusters Score -648652.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -648681.500000 Penalty: 4364.482910
	Iteration 58Q: 3 clusters Score -648681.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -648698.250000 Penalty: 4364.482910
	Iteration 59Q: 3 clusters Score -648698.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -648711.937500 Penalty: 4364.482910
	Iteration 60F: 3 clusters Score -648711.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -648724.000000 Penalty: 4364.482910
	Iteration 61Q: 3 clusters Score -648724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -648737.000000 Penalty: 4364.482910
	Iteration 62Q: 3 clusters Score -648737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -648750.437500 Penalty: 4364.482910
	Iteration 63Q: 3 clusters Score -648750.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -648758.375000 Penalty: 4364.482910
	Iteration 64Q: 3 clusters Score -648758.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -648764.125000 Penalty: 4364.482910
	Iteration 65Q: 3 clusters Score -648764.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -648769.500000 Penalty: 4364.482910
	Iteration 66Q: 3 clusters Score -648769.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -648773.812500 Penalty: 4364.482910
	Iteration 67Q: 3 clusters Score -648773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -648776.375000 Penalty: 4364.482910
	Iteration 68Q: 3 clusters Score -648776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -648779.437500 Penalty: 4364.482910
	Iteration 69Q: 3 clusters Score -648779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -648780.500000 Penalty: 4364.482910
	Iteration 70Q: 3 clusters Score -648780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -648783.562500 Penalty: 4364.482910
	Iteration 71Q: 3 clusters Score -648783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -648787.062500 Penalty: 4364.482910
	Iteration 72Q: 3 clusters Score -648787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -648787.062500 Penalty: 4364.482910
	Iteration 73Q: 3 clusters Score -648787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -648787.250000 Penalty: 4364.482910
	Iteration 74Q: 3 clusters Score -648787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -648789.500000 Penalty: 4364.482910
	Iteration 75Q: 3 clusters Score -648789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -648790.937500 Penalty: 4364.482910
	Iteration 76Q: 3 clusters Score -648790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -648794.812500 Penalty: 4364.482910
	Iteration 77Q: 3 clusters Score -648794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -648796.812500 Penalty: 4364.482910
	Iteration 78Q: 3 clusters Score -648796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -648803.437500 Penalty: 4364.482910
	Iteration 79Q: 3 clusters Score -648803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -648810.187500 Penalty: 4364.482910
	Iteration 80F: 3 clusters Score -648810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -648818.187500 Penalty: 4364.482910
	Iteration 81Q: 3 clusters Score -648818.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -648828.000000 Penalty: 4364.482910
	Iteration 82Q: 3 clusters Score -648828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -648833.812500 Penalty: 4364.482910
	Iteration 83Q: 3 clusters Score -648833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -648836.062500 Penalty: 4364.482910
	Iteration 84Q: 3 clusters Score -648836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -648838.750000 Penalty: 4364.482910
	Iteration 85Q: 3 clusters Score -648838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -648840.562500 Penalty: 4364.482910
	Iteration 86Q: 3 clusters Score -648840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -648841.750000 Penalty: 4364.482910
	Iteration 87Q: 3 clusters Score -648841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -648844.375000 Penalty: 4364.482910
	Iteration 88Q: 3 clusters Score -648844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -648844.562500 Penalty: 4364.482910
	Iteration 89Q: 3 clusters Score -648844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -648844.500000 Penalty: 4364.482910
	Iteration 90Q: 3 clusters Score -648844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -648844.500000 Penalty: 4364.482910
	Iteration 91F: 3 clusters Score -648844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 4199 members 
Entering Unmasked Estep 
Score: -110911136.000000 Penalty: 120031.039062
Splitting cluster 11 changes total score from -110909376.000000 to -110911136.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 12 (14828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Entering Unmasked Estep 
Score: -1651280.250000 Penalty: 2381.859619
	Iteration 0F: 2 clusters Score -1651280 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 7316 members 
Entering Unmasked Estep 
Score: -1640665.000000 Penalty: 4763.719238
	Iteration 0F: 3 clusters Score -1640665 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1644116.375000 Penalty: 4763.719238
	Iteration 1F: 3 clusters Score -1644116 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1644522.000000 Penalty: 4763.719238
	Iteration 2F: 3 clusters Score -1644522 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1644824.375000 Penalty: 4763.719238
	Iteration 3Q: 3 clusters Score -1644824 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1645137.500000 Penalty: 4763.719238
	Iteration 4Q: 3 clusters Score -1645138 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1645479.250000 Penalty: 4763.719238
	Iteration 5Q: 3 clusters Score -1645479 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1645823.000000 Penalty: 4763.719238
	Iteration 6Q: 3 clusters Score -1645823 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1646227.125000 Penalty: 4763.719238
	Iteration 7Q: 3 clusters Score -1646227 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1646684.875000 Penalty: 4763.719238
	Iteration 8F: 3 clusters Score -1646685 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1647112.000000 Penalty: 4763.719238
	Iteration 9Q: 3 clusters Score -1647112 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1647453.750000 Penalty: 4763.719238
	Iteration 10Q: 3 clusters Score -1647454 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1647741.875000 Penalty: 4763.719238
	Iteration 11Q: 3 clusters Score -1647742 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1647973.750000 Penalty: 4763.719238
	Iteration 12Q: 3 clusters Score -1647974 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1648133.625000 Penalty: 4763.719238
	Iteration 13Q: 3 clusters Score -1648134 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1648234.875000 Penalty: 4763.719238
	Iteration 14Q: 3 clusters Score -1648235 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1648317.375000 Penalty: 4763.719238
	Iteration 15Q: 3 clusters Score -1648317 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1648383.375000 Penalty: 4763.719238
	Iteration 16Q: 3 clusters Score -1648383 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1648430.250000 Penalty: 4763.719238
	Iteration 17Q: 3 clusters Score -1648430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1648484.375000 Penalty: 4763.719238
	Iteration 18Q: 3 clusters Score -1648484 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1648543.375000 Penalty: 4763.719238
	Iteration 19Q: 3 clusters Score -1648543 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1648595.625000 Penalty: 4763.719238
	Iteration 20F: 3 clusters Score -1648596 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1648643.250000 Penalty: 4763.719238
	Iteration 21Q: 3 clusters Score -1648643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1648682.750000 Penalty: 4763.719238
	Iteration 22Q: 3 clusters Score -1648683 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1648725.750000 Penalty: 4763.719238
	Iteration 23Q: 3 clusters Score -1648726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1648759.000000 Penalty: 4763.719238
	Iteration 24Q: 3 clusters Score -1648759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1648787.625000 Penalty: 4763.719238
	Iteration 25Q: 3 clusters Score -1648788 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1648821.250000 Penalty: 4763.719238
	Iteration 26Q: 3 clusters Score -1648821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1648843.750000 Penalty: 4763.719238
	Iteration 27Q: 3 clusters Score -1648844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1648862.125000 Penalty: 4763.719238
	Iteration 28Q: 3 clusters Score -1648862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1648880.500000 Penalty: 4763.719238
	Iteration 29Q: 3 clusters Score -1648880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1648907.750000 Penalty: 4763.719238
	Iteration 30Q: 3 clusters Score -1648908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1648930.875000 Penalty: 4763.719238
	Iteration 31Q: 3 clusters Score -1648931 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1648960.000000 Penalty: 4763.719238
	Iteration 32Q: 3 clusters Score -1648960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1648975.875000 Penalty: 4763.719238
	Iteration 33Q: 3 clusters Score -1648976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1648999.375000 Penalty: 4763.719238
	Iteration 34Q: 3 clusters Score -1648999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1649022.625000 Penalty: 4763.719238
	Iteration 35Q: 3 clusters Score -1649023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1649037.625000 Penalty: 4763.719238
	Iteration 36Q: 3 clusters Score -1649038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1649048.875000 Penalty: 4763.719238
	Iteration 37Q: 3 clusters Score -1649049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1649059.875000 Penalty: 4763.719238
	Iteration 38Q: 3 clusters Score -1649060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1649076.125000 Penalty: 4763.719238
	Iteration 39Q: 3 clusters Score -1649076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1649089.375000 Penalty: 4763.719238
	Iteration 40F: 3 clusters Score -1649089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1649098.625000 Penalty: 4763.719238
	Iteration 41Q: 3 clusters Score -1649099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1649112.125000 Penalty: 4763.719238
	Iteration 42Q: 3 clusters Score -1649112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1649126.125000 Penalty: 4763.719238
	Iteration 43Q: 3 clusters Score -1649126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1649132.500000 Penalty: 4763.719238
	Iteration 44Q: 3 clusters Score -1649132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1649142.500000 Penalty: 4763.719238
	Iteration 45Q: 3 clusters Score -1649142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1649153.875000 Penalty: 4763.719238
	Iteration 46Q: 3 clusters Score -1649154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1649166.125000 Penalty: 4763.719238
	Iteration 47Q: 3 clusters Score -1649166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1649172.500000 Penalty: 4763.719238
	Iteration 48Q: 3 clusters Score -1649172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1649182.875000 Penalty: 4763.719238
	Iteration 49Q: 3 clusters Score -1649183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1649185.000000 Penalty: 4763.719238
	Iteration 50Q: 3 clusters Score -1649185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1649199.375000 Penalty: 4763.719238
	Iteration 51Q: 3 clusters Score -1649199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1649210.000000 Penalty: 4763.719238
	Iteration 52Q: 3 clusters Score -1649210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1649213.000000 Penalty: 4763.719238
	Iteration 53Q: 3 clusters Score -1649213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1649224.875000 Penalty: 4763.719238
	Iteration 54Q: 3 clusters Score -1649225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1649233.500000 Penalty: 4763.719238
	Iteration 55Q: 3 clusters Score -1649234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1649240.875000 Penalty: 4763.719238
	Iteration 56Q: 3 clusters Score -1649241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1649249.000000 Penalty: 4763.719238
	Iteration 57Q: 3 clusters Score -1649249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1649254.375000 Penalty: 4763.719238
	Iteration 58Q: 3 clusters Score -1649254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1649253.875000 Penalty: 4763.719238
	Iteration 59Q: 3 clusters Score -1649254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1649266.375000 Penalty: 4763.719238
	Iteration 60F: 3 clusters Score -1649266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1649270.750000 Penalty: 4763.719238
	Iteration 61Q: 3 clusters Score -1649271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1649276.625000 Penalty: 4763.719238
	Iteration 62Q: 3 clusters Score -1649277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1649281.250000 Penalty: 4763.719238
	Iteration 63Q: 3 clusters Score -1649281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1649283.125000 Penalty: 4763.719238
	Iteration 64Q: 3 clusters Score -1649283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1649288.500000 Penalty: 4763.719238
	Iteration 65Q: 3 clusters Score -1649288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1649290.625000 Penalty: 4763.719238
	Iteration 66Q: 3 clusters Score -1649291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1649293.000000 Penalty: 4763.719238
	Iteration 67Q: 3 clusters Score -1649293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1649297.250000 Penalty: 4763.719238
	Iteration 68Q: 3 clusters Score -1649297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1649301.125000 Penalty: 4763.719238
	Iteration 69Q: 3 clusters Score -1649301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1649301.500000 Penalty: 4763.719238
	Iteration 70Q: 3 clusters Score -1649302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1649302.375000 Penalty: 4763.719238
	Iteration 71Q: 3 clusters Score -1649302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1649303.875000 Penalty: 4763.719238
	Iteration 72Q: 3 clusters Score -1649304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1649305.500000 Penalty: 4763.719238
	Iteration 73Q: 3 clusters Score -1649306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1649309.625000 Penalty: 4763.719238
	Iteration 74Q: 3 clusters Score -1649310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1649314.125000 Penalty: 4763.719238
	Iteration 75Q: 3 clusters Score -1649314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1649317.250000 Penalty: 4763.719238
	Iteration 76Q: 3 clusters Score -1649317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1649319.375000 Penalty: 4763.719238
	Iteration 77Q: 3 clusters Score -1649319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1649319.875000 Penalty: 4763.719238
	Iteration 78Q: 3 clusters Score -1649320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1649322.250000 Penalty: 4763.719238
	Iteration 79Q: 3 clusters Score -1649322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1649325.750000 Penalty: 4763.719238
	Iteration 80F: 3 clusters Score -1649326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1649328.125000 Penalty: 4763.719238
	Iteration 81Q: 3 clusters Score -1649328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1649329.625000 Penalty: 4763.719238
	Iteration 82Q: 3 clusters Score -1649330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1649332.125000 Penalty: 4763.719238
	Iteration 83Q: 3 clusters Score -1649332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1649332.250000 Penalty: 4763.719238
	Iteration 84Q: 3 clusters Score -1649332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1649333.750000 Penalty: 4763.719238
	Iteration 85Q: 3 clusters Score -1649334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1649337.000000 Penalty: 4763.719238
	Iteration 86Q: 3 clusters Score -1649337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1649339.375000 Penalty: 4763.719238
	Iteration 87Q: 3 clusters Score -1649339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1649338.875000 Penalty: 4763.719238
	Iteration 88Q: 3 clusters Score -1649339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1649342.875000 Penalty: 4763.719238
	Iteration 89Q: 3 clusters Score -1649343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1649341.250000 Penalty: 4763.719238
	Iteration 90Q: 3 clusters Score -1649341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1649342.875000 Penalty: 4763.719238
	Iteration 91Q: 3 clusters Score -1649343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1649345.250000 Penalty: 4763.719238
	Iteration 92Q: 3 clusters Score -1649345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1649342.625000 Penalty: 4763.719238
	Iteration 93Q: 3 clusters Score -1649343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1649345.250000 Penalty: 4763.719238
	Iteration 94Q: 3 clusters Score -1649345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1649347.000000 Penalty: 4763.719238
	Iteration 95Q: 3 clusters Score -1649347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1649353.125000 Penalty: 4763.719238
	Iteration 96Q: 3 clusters Score -1649353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1649353.750000 Penalty: 4763.719238
	Iteration 97Q: 3 clusters Score -1649354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1649351.000000 Penalty: 4763.719238
	Iteration 98Q: 3 clusters Score -1649351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1649358.375000 Penalty: 4763.719238
	Iteration 99Q: 3 clusters Score -1649358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1649356.375000 Penalty: 4763.719238
	Iteration 100F: 3 clusters Score -1649356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1649360.125000 Penalty: 4763.719238
	Iteration 101Q: 3 clusters Score -1649360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1649367.875000 Penalty: 4763.719238
	Iteration 102Q: 3 clusters Score -1649368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1649371.625000 Penalty: 4763.719238
	Iteration 103Q: 3 clusters Score -1649372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1649375.125000 Penalty: 4763.719238
	Iteration 104Q: 3 clusters Score -1649375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1649374.125000 Penalty: 4763.719238
	Iteration 105Q: 3 clusters Score -1649374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1649381.875000 Penalty: 4763.719238
	Iteration 106Q: 3 clusters Score -1649382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1649379.500000 Penalty: 4763.719238
	Iteration 107Q: 3 clusters Score -1649380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1649382.125000 Penalty: 4763.719238
	Iteration 108Q: 3 clusters Score -1649382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1649383.875000 Penalty: 4763.719238
	Iteration 109Q: 3 clusters Score -1649384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1649391.875000 Penalty: 4763.719238
	Iteration 110Q: 3 clusters Score -1649392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1649391.375000 Penalty: 4763.719238
	Iteration 111Q: 3 clusters Score -1649391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1649392.375000 Penalty: 4763.719238
	Iteration 112Q: 3 clusters Score -1649392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1649397.125000 Penalty: 4763.719238
	Iteration 113Q: 3 clusters Score -1649397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1649405.875000 Penalty: 4763.719238
	Iteration 114Q: 3 clusters Score -1649406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1649408.125000 Penalty: 4763.719238
	Iteration 115Q: 3 clusters Score -1649408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1649407.375000 Penalty: 4763.719238
	Iteration 116Q: 3 clusters Score -1649407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1649402.750000 Penalty: 4763.719238
	Iteration 117Q: 3 clusters Score -1649403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1649405.875000 Penalty: 4763.719238
	Iteration 118Q: 3 clusters Score -1649406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1649409.375000 Penalty: 4763.719238
	Iteration 119Q: 3 clusters Score -1649409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1649414.625000 Penalty: 4763.719238
	Iteration 120F: 3 clusters Score -1649415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1649415.250000 Penalty: 4763.719238
	Iteration 121Q: 3 clusters Score -1649415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1649415.500000 Penalty: 4763.719238
	Iteration 122Q: 3 clusters Score -1649416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1649415.375000 Penalty: 4763.719238
	Iteration 123Q: 3 clusters Score -1649415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1649416.125000 Penalty: 4763.719238
	Iteration 124Q: 3 clusters Score -1649416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1649415.000000 Penalty: 4763.719238
	Iteration 125Q: 3 clusters Score -1649415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1649417.375000 Penalty: 4763.719238
	Iteration 126Q: 3 clusters Score -1649417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1649419.625000 Penalty: 4763.719238
	Iteration 127Q: 3 clusters Score -1649420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1649419.750000 Penalty: 4763.719238
	Iteration 128Q: 3 clusters Score -1649420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1649417.375000 Penalty: 4763.719238
	Iteration 129Q: 3 clusters Score -1649417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1649421.125000 Penalty: 4763.719238
	Iteration 130Q: 3 clusters Score -1649421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1649420.250000 Penalty: 4763.719238
	Iteration 131Q: 3 clusters Score -1649420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1649420.250000 Penalty: 4763.719238
	Iteration 132F: 3 clusters Score -1649420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Entering Unmasked Estep 
Score: -1831840.000000 Penalty: 2410.511475
	Iteration 0F: 2 clusters Score -1831840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1819978.250000 Penalty: 4821.022949
	Iteration 0F: 3 clusters Score -1819978 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1823960.375000 Penalty: 4821.022949
	Iteration 1F: 3 clusters Score -1823960 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1824459.375000 Penalty: 4821.022949
	Iteration 2F: 3 clusters Score -1824459 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1824967.500000 Penalty: 4821.022949
	Iteration 3F: 3 clusters Score -1824968 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1825442.250000 Penalty: 4821.022949
	Iteration 4F: 3 clusters Score -1825442 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1825897.125000 Penalty: 4821.022949
	Iteration 5Q: 3 clusters Score -1825897 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1826345.000000 Penalty: 4821.022949
	Iteration 6Q: 3 clusters Score -1826345 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1826795.625000 Penalty: 4821.022949
	Iteration 7Q: 3 clusters Score -1826796 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1827173.750000 Penalty: 4821.022949
	Iteration 8Q: 3 clusters Score -1827174 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1827507.875000 Penalty: 4821.022949
	Iteration 9Q: 3 clusters Score -1827508 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1827842.500000 Penalty: 4821.022949
	Iteration 10Q: 3 clusters Score -1827842 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1828181.750000 Penalty: 4821.022949
	Iteration 11Q: 3 clusters Score -1828182 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1828502.750000 Penalty: 4821.022949
	Iteration 12Q: 3 clusters Score -1828503 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1828760.875000 Penalty: 4821.022949
	Iteration 13Q: 3 clusters Score -1828761 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1829023.250000 Penalty: 4821.022949
	Iteration 14Q: 3 clusters Score -1829023 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1829290.125000 Penalty: 4821.022949
	Iteration 15Q: 3 clusters Score -1829290 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1829600.750000 Penalty: 4821.022949
	Iteration 16Q: 3 clusters Score -1829601 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1829923.125000 Penalty: 4821.022949
	Iteration 17Q: 3 clusters Score -1829923 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1830270.750000 Penalty: 4821.022949
	Iteration 18Q: 3 clusters Score -1830271 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1830654.750000 Penalty: 4821.022949
	Iteration 19Q: 3 clusters Score -1830655 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1830887.250000 Penalty: 4821.022949
	Iteration 20F: 3 clusters Score -1830887 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1831001.375000 Penalty: 4821.022949
	Iteration 21Q: 3 clusters Score -1831001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1831053.625000 Penalty: 4821.022949
	Iteration 22Q: 3 clusters Score -1831054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1831073.875000 Penalty: 4821.022949
	Iteration 23Q: 3 clusters Score -1831074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1831089.125000 Penalty: 4821.022949
	Iteration 24Q: 3 clusters Score -1831089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1831091.000000 Penalty: 4821.022949
	Iteration 25Q: 3 clusters Score -1831091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1831108.875000 Penalty: 4821.022949
	Iteration 26Q: 3 clusters Score -1831109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1831107.750000 Penalty: 4821.022949
	Iteration 27Q: 3 clusters Score -1831108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1831112.125000 Penalty: 4821.022949
	Iteration 28Q: 3 clusters Score -1831112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1831113.250000 Penalty: 4821.022949
	Iteration 29Q: 3 clusters Score -1831113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1831117.000000 Penalty: 4821.022949
	Iteration 30Q: 3 clusters Score -1831117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1831124.375000 Penalty: 4821.022949
	Iteration 31Q: 3 clusters Score -1831124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1831125.750000 Penalty: 4821.022949
	Iteration 32Q: 3 clusters Score -1831126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1831126.125000 Penalty: 4821.022949
	Iteration 33Q: 3 clusters Score -1831126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1831128.875000 Penalty: 4821.022949
	Iteration 34Q: 3 clusters Score -1831129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1831130.125000 Penalty: 4821.022949
	Iteration 35Q: 3 clusters Score -1831130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1831131.750000 Penalty: 4821.022949
	Iteration 36Q: 3 clusters Score -1831132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1831131.875000 Penalty: 4821.022949
	Iteration 37Q: 3 clusters Score -1831132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1831133.375000 Penalty: 4821.022949
	Iteration 38Q: 3 clusters Score -1831133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1831133.875000 Penalty: 4821.022949
	Iteration 39Q: 3 clusters Score -1831134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1831133.500000 Penalty: 4821.022949
	Iteration 40F: 3 clusters Score -1831134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1831137.125000 Penalty: 4821.022949
	Iteration 41Q: 3 clusters Score -1831137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1831135.375000 Penalty: 4821.022949
	Iteration 42Q: 3 clusters Score -1831135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1831138.250000 Penalty: 4821.022949
	Iteration 43Q: 3 clusters Score -1831138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1831136.250000 Penalty: 4821.022949
	Iteration 44Q: 3 clusters Score -1831136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1831134.750000 Penalty: 4821.022949
	Iteration 45Q: 3 clusters Score -1831135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1831137.375000 Penalty: 4821.022949
	Iteration 46Q: 3 clusters Score -1831137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1831139.250000 Penalty: 4821.022949
	Iteration 47Q: 3 clusters Score -1831139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1831137.750000 Penalty: 4821.022949
	Iteration 48Q: 3 clusters Score -1831138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1831137.750000 Penalty: 4821.022949
	Iteration 49F: 3 clusters Score -1831138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Entering Unmasked Estep 
Score: -2629405.500000 Penalty: 2490.725830
	Iteration 0F: 2 clusters Score -2629406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2613263.250000 Penalty: 4981.451660
	Iteration 0F: 3 clusters Score -2613263 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2618788.500000 Penalty: 4981.451660
	Iteration 1F: 3 clusters Score -2618788 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2619217.500000 Penalty: 4981.451660
	Iteration 2F: 3 clusters Score -2619218 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2619561.000000 Penalty: 4981.451660
	Iteration 3Q: 3 clusters Score -2619561 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2619883.750000 Penalty: 4981.451660
	Iteration 4Q: 3 clusters Score -2619884 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2620195.750000 Penalty: 4981.451660
	Iteration 5Q: 3 clusters Score -2620196 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2620560.500000 Penalty: 4981.451660
	Iteration 6Q: 3 clusters Score -2620560 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2621079.500000 Penalty: 4981.451660
	Iteration 7Q: 3 clusters Score -2621080 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2621844.250000 Penalty: 4981.451660
	Iteration 8F: 3 clusters Score -2621844 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2622872.250000 Penalty: 4981.451660
	Iteration 9F: 3 clusters Score -2622872 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2624083.750000 Penalty: 4981.451660
	Iteration 10F: 3 clusters Score -2624084 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2625288.500000 Penalty: 4981.451660
	Iteration 11F: 3 clusters Score -2625288 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2626152.500000 Penalty: 4981.451660
	Iteration 12Q: 3 clusters Score -2626152 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2626648.500000 Penalty: 4981.451660
	Iteration 13Q: 3 clusters Score -2626648 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2626927.000000 Penalty: 4981.451660
	Iteration 14Q: 3 clusters Score -2626927 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2627047.500000 Penalty: 4981.451660
	Iteration 15Q: 3 clusters Score -2627048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2627127.750000 Penalty: 4981.451660
	Iteration 16Q: 3 clusters Score -2627128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2627167.000000 Penalty: 4981.451660
	Iteration 17Q: 3 clusters Score -2627167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2627189.250000 Penalty: 4981.451660
	Iteration 18Q: 3 clusters Score -2627189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2627210.250000 Penalty: 4981.451660
	Iteration 19Q: 3 clusters Score -2627210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2627214.750000 Penalty: 4981.451660
	Iteration 20F: 3 clusters Score -2627215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2627223.750000 Penalty: 4981.451660
	Iteration 21Q: 3 clusters Score -2627224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2627228.000000 Penalty: 4981.451660
	Iteration 22Q: 3 clusters Score -2627228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2627225.250000 Penalty: 4981.451660
	Iteration 23Q: 3 clusters Score -2627225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2627227.500000 Penalty: 4981.451660
	Iteration 24Q: 3 clusters Score -2627228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2627231.250000 Penalty: 4981.451660
	Iteration 25Q: 3 clusters Score -2627231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2627233.250000 Penalty: 4981.451660
	Iteration 26Q: 3 clusters Score -2627233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2627235.500000 Penalty: 4981.451660
	Iteration 27Q: 3 clusters Score -2627236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2627237.000000 Penalty: 4981.451660
	Iteration 28Q: 3 clusters Score -2627237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2627246.250000 Penalty: 4981.451660
	Iteration 29Q: 3 clusters Score -2627246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2627249.750000 Penalty: 4981.451660
	Iteration 30Q: 3 clusters Score -2627250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2627256.750000 Penalty: 4981.451660
	Iteration 31Q: 3 clusters Score -2627257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2627261.250000 Penalty: 4981.451660
	Iteration 32Q: 3 clusters Score -2627261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2627261.000000 Penalty: 4981.451660
	Iteration 33Q: 3 clusters Score -2627261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2627264.250000 Penalty: 4981.451660
	Iteration 34Q: 3 clusters Score -2627264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2627270.750000 Penalty: 4981.451660
	Iteration 35Q: 3 clusters Score -2627271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2627270.750000 Penalty: 4981.451660
	Iteration 36F: 3 clusters Score -2627271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Entering Unmasked Estep 
Score: -4218300.000000 Penalty: 2610.700195
	Iteration 0F: 2 clusters Score -4218300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4192979.500000 Penalty: 5221.400391
	Iteration 0F: 3 clusters Score -4192980 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4202685.500000 Penalty: 5221.400391
	Iteration 1F: 3 clusters Score -4202686 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4203690.500000 Penalty: 5221.400391
	Iteration 2F: 3 clusters Score -4203690 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4204987.500000 Penalty: 5221.400391
	Iteration 3F: 3 clusters Score -4204988 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4206526.000000 Penalty: 5221.400391
	Iteration 4F: 3 clusters Score -4206526 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4208315.000000 Penalty: 5221.400391
	Iteration 5F: 3 clusters Score -4208315 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4209982.000000 Penalty: 5221.400391
	Iteration 6F: 3 clusters Score -4209982 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4211390.500000 Penalty: 5221.400391
	Iteration 7F: 3 clusters Score -4211390 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4212634.000000 Penalty: 5221.400391
	Iteration 8Q: 3 clusters Score -4212634 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4213597.000000 Penalty: 5221.400391
	Iteration 9Q: 3 clusters Score -4213597 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4214323.000000 Penalty: 5221.400391
	Iteration 10Q: 3 clusters Score -4214323 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4214775.000000 Penalty: 5221.400391
	Iteration 11Q: 3 clusters Score -4214775 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4215121.000000 Penalty: 5221.400391
	Iteration 12Q: 3 clusters Score -4215121 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4215355.500000 Penalty: 5221.400391
	Iteration 13Q: 3 clusters Score -4215356 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4215513.500000 Penalty: 5221.400391
	Iteration 14Q: 3 clusters Score -4215514 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4215636.000000 Penalty: 5221.400391
	Iteration 15Q: 3 clusters Score -4215636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4215719.000000 Penalty: 5221.400391
	Iteration 16Q: 3 clusters Score -4215719 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4215804.500000 Penalty: 5221.400391
	Iteration 17Q: 3 clusters Score -4215804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4215858.500000 Penalty: 5221.400391
	Iteration 18Q: 3 clusters Score -4215858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4215896.500000 Penalty: 5221.400391
	Iteration 19Q: 3 clusters Score -4215896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4215920.000000 Penalty: 5221.400391
	Iteration 20F: 3 clusters Score -4215920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4215931.000000 Penalty: 5221.400391
	Iteration 21Q: 3 clusters Score -4215931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4215938.000000 Penalty: 5221.400391
	Iteration 22Q: 3 clusters Score -4215938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4215947.500000 Penalty: 5221.400391
	Iteration 23Q: 3 clusters Score -4215948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4215953.000000 Penalty: 5221.400391
	Iteration 24Q: 3 clusters Score -4215953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4215961.000000 Penalty: 5221.400391
	Iteration 25Q: 3 clusters Score -4215961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4215971.000000 Penalty: 5221.400391
	Iteration 26Q: 3 clusters Score -4215971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4215978.500000 Penalty: 5221.400391
	Iteration 27Q: 3 clusters Score -4215978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -4215984.000000 Penalty: 5221.400391
	Iteration 28Q: 3 clusters Score -4215984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4215984.000000 Penalty: 5221.400391
	Iteration 29Q: 3 clusters Score -4215984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4215994.500000 Penalty: 5221.400391
	Iteration 30Q: 3 clusters Score -4215994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4216007.000000 Penalty: 5221.400391
	Iteration 31Q: 3 clusters Score -4216007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4216007.500000 Penalty: 5221.400391
	Iteration 32Q: 3 clusters Score -4216008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -4216013.000000 Penalty: 5221.400391
	Iteration 33Q: 3 clusters Score -4216013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4216015.000000 Penalty: 5221.400391
	Iteration 34Q: 3 clusters Score -4216015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -4216023.000000 Penalty: 5221.400391
	Iteration 35Q: 3 clusters Score -4216023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4216024.000000 Penalty: 5221.400391
	Iteration 36Q: 3 clusters Score -4216024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4216022.500000 Penalty: 5221.400391
	Iteration 37Q: 3 clusters Score -4216022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4216022.000000 Penalty: 5221.400391
	Iteration 38Q: 3 clusters Score -4216022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4216024.000000 Penalty: 5221.400391
	Iteration 39Q: 3 clusters Score -4216024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4216024.000000 Penalty: 5221.400391
	Iteration 40F: 3 clusters Score -4216024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4216032.000000 Penalty: 5221.400391
	Iteration 41Q: 3 clusters Score -4216032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4216031.500000 Penalty: 5221.400391
	Iteration 42Q: 3 clusters Score -4216032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4216031.500000 Penalty: 5221.400391
	Iteration 43F: 3 clusters Score -4216032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129254.539062 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129254.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127183.179688 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127183.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127498.398438 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127498.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127609.445312 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127609.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127671.523438 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127671.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127711.601562 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127711.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127755.117188 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127755.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127783.648438 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127783.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127809.640625 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -127828.804688 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127842.242188 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127872.554688 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -127872.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127908.062500 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -127908.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -127924.804688 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -127924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127940.812500 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -127940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127944.296875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -127944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127947.828125 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -127947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127953.953125 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -127954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127955.632812 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -127955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127957.937500 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -127957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127961.640625 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -127961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127963.804688 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -127963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -127964.484375 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -127964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -127964.484375 Penalty: 3509.181641
	Iteration 22F: 3 clusters Score -127964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Entering Unmasked Estep 
Score: -1905393.000000 Penalty: 2410.153809
	Iteration 0F: 2 clusters Score -1905393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1893446.625000 Penalty: 4820.307617
	Iteration 0F: 3 clusters Score -1893447 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1897240.375000 Penalty: 4820.307617
	Iteration 1F: 3 clusters Score -1897240 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1897577.000000 Penalty: 4820.307617
	Iteration 2F: 3 clusters Score -1897577 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1897808.125000 Penalty: 4820.307617
	Iteration 3Q: 3 clusters Score -1897808 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1898010.500000 Penalty: 4820.307617
	Iteration 4Q: 3 clusters Score -1898010 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1898168.000000 Penalty: 4820.307617
	Iteration 5Q: 3 clusters Score -1898168 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1898293.000000 Penalty: 4820.307617
	Iteration 6Q: 3 clusters Score -1898293 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1898398.875000 Penalty: 4820.307617
	Iteration 7Q: 3 clusters Score -1898399 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1898514.125000 Penalty: 4820.307617
	Iteration 8Q: 3 clusters Score -1898514 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1898628.375000 Penalty: 4820.307617
	Iteration 9Q: 3 clusters Score -1898628 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1898760.375000 Penalty: 4820.307617
	Iteration 10Q: 3 clusters Score -1898760 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1898908.500000 Penalty: 4820.307617
	Iteration 11Q: 3 clusters Score -1898908 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1899133.250000 Penalty: 4820.307617
	Iteration 12Q: 3 clusters Score -1899133 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1899482.250000 Penalty: 4820.307617
	Iteration 13Q: 3 clusters Score -1899482 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1899992.875000 Penalty: 4820.307617
	Iteration 14Q: 3 clusters Score -1899993 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1900673.250000 Penalty: 4820.307617
	Iteration 15F: 3 clusters Score -1900673 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1901450.125000 Penalty: 4820.307617
	Iteration 16F: 3 clusters Score -1901450 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1902153.750000 Penalty: 4820.307617
	Iteration 17Q: 3 clusters Score -1902154 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1902687.500000 Penalty: 4820.307617
	Iteration 18Q: 3 clusters Score -1902688 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1902997.125000 Penalty: 4820.307617
	Iteration 19Q: 3 clusters Score -1902997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1903172.375000 Penalty: 4820.307617
	Iteration 20F: 3 clusters Score -1903172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1903291.250000 Penalty: 4820.307617
	Iteration 21Q: 3 clusters Score -1903291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1903365.375000 Penalty: 4820.307617
	Iteration 22Q: 3 clusters Score -1903365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1903404.500000 Penalty: 4820.307617
	Iteration 23Q: 3 clusters Score -1903404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1903428.500000 Penalty: 4820.307617
	Iteration 24Q: 3 clusters Score -1903428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1903442.625000 Penalty: 4820.307617
	Iteration 25Q: 3 clusters Score -1903443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1903452.375000 Penalty: 4820.307617
	Iteration 26Q: 3 clusters Score -1903452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1903462.125000 Penalty: 4820.307617
	Iteration 27Q: 3 clusters Score -1903462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1903465.000000 Penalty: 4820.307617
	Iteration 28Q: 3 clusters Score -1903465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1903464.000000 Penalty: 4820.307617
	Iteration 29Q: 3 clusters Score -1903464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1903468.000000 Penalty: 4820.307617
	Iteration 30Q: 3 clusters Score -1903468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1903468.000000 Penalty: 4820.307617
	Iteration 31F: 3 clusters Score -1903468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Entering Unmasked Estep 
Score: -5358238.500000 Penalty: 2668.597656
	Iteration 0F: 2 clusters Score -5358238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5326351.500000 Penalty: 5337.195312
	Iteration 0F: 3 clusters Score -5326352 nChanged 21800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5338562.500000 Penalty: 5337.195312
	Iteration 1F: 3 clusters Score -5338562 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -5339374.000000 Penalty: 5337.195312
	Iteration 2Q: 3 clusters Score -5339374 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5340411.000000 Penalty: 5337.195312
	Iteration 3Q: 3 clusters Score -5340411 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -5341746.000000 Penalty: 5337.195312
	Iteration 4F: 3 clusters Score -5341746 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -5343487.500000 Penalty: 5337.195312
	Iteration 5F: 3 clusters Score -5343488 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5345728.000000 Penalty: 5337.195312
	Iteration 6F: 3 clusters Score -5345728 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -5348358.500000 Penalty: 5337.195312
	Iteration 7F: 3 clusters Score -5348358 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -5350892.000000 Penalty: 5337.195312
	Iteration 8F: 3 clusters Score -5350892 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5352779.000000 Penalty: 5337.195312
	Iteration 9Q: 3 clusters Score -5352779 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5354034.000000 Penalty: 5337.195312
	Iteration 10Q: 3 clusters Score -5354034 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5354815.000000 Penalty: 5337.195312
	Iteration 11Q: 3 clusters Score -5354815 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5355261.000000 Penalty: 5337.195312
	Iteration 12Q: 3 clusters Score -5355261 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5355503.000000 Penalty: 5337.195312
	Iteration 13Q: 3 clusters Score -5355503 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5355675.500000 Penalty: 5337.195312
	Iteration 14Q: 3 clusters Score -5355676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5355762.500000 Penalty: 5337.195312
	Iteration 15Q: 3 clusters Score -5355762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5355834.500000 Penalty: 5337.195312
	Iteration 16Q: 3 clusters Score -5355834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5355875.000000 Penalty: 5337.195312
	Iteration 17Q: 3 clusters Score -5355875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5355904.000000 Penalty: 5337.195312
	Iteration 18Q: 3 clusters Score -5355904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5355925.000000 Penalty: 5337.195312
	Iteration 19Q: 3 clusters Score -5355925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5355948.500000 Penalty: 5337.195312
	Iteration 20F: 3 clusters Score -5355948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5355969.500000 Penalty: 5337.195312
	Iteration 21Q: 3 clusters Score -5355970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5355983.000000 Penalty: 5337.195312
	Iteration 22Q: 3 clusters Score -5355983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5355987.000000 Penalty: 5337.195312
	Iteration 23Q: 3 clusters Score -5355987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5355984.500000 Penalty: 5337.195312
	Iteration 24Q: 3 clusters Score -5355984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5355984.500000 Penalty: 5337.195312
	Iteration 25Q: 3 clusters Score -5355984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5355998.500000 Penalty: 5337.195312
	Iteration 26Q: 3 clusters Score -5355998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5356000.500000 Penalty: 5337.195312
	Iteration 27Q: 3 clusters Score -5356000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5356000.500000 Penalty: 5337.195312
	Iteration 28F: 3 clusters Score -5356000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -227919.796875 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -227919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -225290.390625 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -225290.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -225770.218750 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -225770.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225889.000000 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -225889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -225961.640625 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -225961.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225999.500000 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -225999.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226021.859375 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -226021.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -226037.500000 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -226037.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226044.781250 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -226044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226051.703125 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -226051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -226055.625000 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -226055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226059.687500 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -226059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226063.187500 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -226063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226066.750000 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -226066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226072.937500 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -226072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -226079.296875 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -226079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226080.890625 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -226080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226082.218750 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -226082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226083.078125 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -226083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -226084.593750 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -226084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -226085.718750 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -226085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226086.687500 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -226086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -226088.984375 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -226089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -226089.671875 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -226089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -226091.953125 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -226092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -226094.593750 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -226094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -226095.218750 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -226095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -226096.421875 Penalty: 3773.507568
	Iteration 26Q: 3 clusters Score -226096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226097.390625 Penalty: 3773.507568
	Iteration 27Q: 3 clusters Score -226097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226098.250000 Penalty: 3773.507568
	Iteration 28Q: 3 clusters Score -226098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226098.250000 Penalty: 3773.507568
	Iteration 29F: 3 clusters Score -226098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (73820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Entering Unmasked Estep 
Score: -8383938.000000 Penalty: 2779.927490
	Iteration 0F: 2 clusters Score -8383938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -8334370.500000 Penalty: 5559.854980
	Iteration 0F: 3 clusters Score -8334370 nChanged 34624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8353921.500000 Penalty: 5559.854980
	Iteration 1F: 3 clusters Score -8353922 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -8354513.000000 Penalty: 5559.854980
	Iteration 2Q: 3 clusters Score -8354513 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8355088.000000 Penalty: 5559.854980
	Iteration 3Q: 3 clusters Score -8355088 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -8355681.000000 Penalty: 5559.854980
	Iteration 4Q: 3 clusters Score -8355681 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -8356300.500000 Penalty: 5559.854980
	Iteration 5Q: 3 clusters Score -8356300 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -8357012.000000 Penalty: 5559.854980
	Iteration 6Q: 3 clusters Score -8357012 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -8357970.000000 Penalty: 5559.854980
	Iteration 7Q: 3 clusters Score -8357970 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -8358962.000000 Penalty: 5559.854980
	Iteration 8Q: 3 clusters Score -8358962 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -8360292.500000 Penalty: 5559.854980
	Iteration 9Q: 3 clusters Score -8360292 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8362042.500000 Penalty: 5559.854980
	Iteration 10Q: 3 clusters Score -8362042 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -8364246.000000 Penalty: 5559.854980
	Iteration 11Q: 3 clusters Score -8364246 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -8366592.500000 Penalty: 5559.854980
	Iteration 12F: 3 clusters Score -8366592 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -8368520.500000 Penalty: 5559.854980
	Iteration 13Q: 3 clusters Score -8368520 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8370050.500000 Penalty: 5559.854980
	Iteration 14Q: 3 clusters Score -8370050 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -8371138.500000 Penalty: 5559.854980
	Iteration 15Q: 3 clusters Score -8371138 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -8371982.500000 Penalty: 5559.854980
	Iteration 16Q: 3 clusters Score -8371982 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -8372746.000000 Penalty: 5559.854980
	Iteration 17Q: 3 clusters Score -8372746 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -8373593.500000 Penalty: 5559.854980
	Iteration 18Q: 3 clusters Score -8373594 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -8374368.000000 Penalty: 5559.854980
	Iteration 19Q: 3 clusters Score -8374368 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8375116.000000 Penalty: 5559.854980
	Iteration 20F: 3 clusters Score -8375116 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -8375780.000000 Penalty: 5559.854980
	Iteration 21Q: 3 clusters Score -8375780 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -8376562.500000 Penalty: 5559.854980
	Iteration 22Q: 3 clusters Score -8376562 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -8377409.000000 Penalty: 5559.854980
	Iteration 23Q: 3 clusters Score -8377409 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -8378232.500000 Penalty: 5559.854980
	Iteration 24Q: 3 clusters Score -8378232 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -8379020.500000 Penalty: 5559.854980
	Iteration 25Q: 3 clusters Score -8379020 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -8379756.000000 Penalty: 5559.854980
	Iteration 26Q: 3 clusters Score -8379756 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8380356.500000 Penalty: 5559.854980
	Iteration 27Q: 3 clusters Score -8380356 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8380736.000000 Penalty: 5559.854980
	Iteration 28Q: 3 clusters Score -8380736 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8381045.500000 Penalty: 5559.854980
	Iteration 29Q: 3 clusters Score -8381046 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8381255.500000 Penalty: 5559.854980
	Iteration 30Q: 3 clusters Score -8381256 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8381361.500000 Penalty: 5559.854980
	Iteration 31Q: 3 clusters Score -8381362 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8381460.000000 Penalty: 5559.854980
	Iteration 32Q: 3 clusters Score -8381460 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8381554.500000 Penalty: 5559.854980
	Iteration 33Q: 3 clusters Score -8381554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8381613.000000 Penalty: 5559.854980
	Iteration 34Q: 3 clusters Score -8381613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8381644.500000 Penalty: 5559.854980
	Iteration 35Q: 3 clusters Score -8381644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8381706.000000 Penalty: 5559.854980
	Iteration 36Q: 3 clusters Score -8381706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8381719.500000 Penalty: 5559.854980
	Iteration 37Q: 3 clusters Score -8381720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8381740.000000 Penalty: 5559.854980
	Iteration 38Q: 3 clusters Score -8381740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8381747.500000 Penalty: 5559.854980
	Iteration 39Q: 3 clusters Score -8381748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8381754.000000 Penalty: 5559.854980
	Iteration 40F: 3 clusters Score -8381754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8381764.500000 Penalty: 5559.854980
	Iteration 41Q: 3 clusters Score -8381764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8381787.000000 Penalty: 5559.854980
	Iteration 42Q: 3 clusters Score -8381787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8381789.500000 Penalty: 5559.854980
	Iteration 43Q: 3 clusters Score -8381790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8381798.500000 Penalty: 5559.854980
	Iteration 44Q: 3 clusters Score -8381798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8381818.500000 Penalty: 5559.854980
	Iteration 45Q: 3 clusters Score -8381818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8381831.000000 Penalty: 5559.854980
	Iteration 46Q: 3 clusters Score -8381831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8381834.000000 Penalty: 5559.854980
	Iteration 47Q: 3 clusters Score -8381834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8381843.000000 Penalty: 5559.854980
	Iteration 48Q: 3 clusters Score -8381843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8381844.500000 Penalty: 5559.854980
	Iteration 49Q: 3 clusters Score -8381844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8381851.000000 Penalty: 5559.854980
	Iteration 50Q: 3 clusters Score -8381851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8381866.500000 Penalty: 5559.854980
	Iteration 51Q: 3 clusters Score -8381866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8381862.500000 Penalty: 5559.854980
	Iteration 52Q: 3 clusters Score -8381862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8381862.500000 Penalty: 5559.854980
	Iteration 53Q: 3 clusters Score -8381862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8381875.500000 Penalty: 5559.854980
	Iteration 54Q: 3 clusters Score -8381876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8381871.500000 Penalty: 5559.854980
	Iteration 55Q: 3 clusters Score -8381872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8381875.000000 Penalty: 5559.854980
	Iteration 56Q: 3 clusters Score -8381875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8381882.500000 Penalty: 5559.854980
	Iteration 57Q: 3 clusters Score -8381882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8381881.500000 Penalty: 5559.854980
	Iteration 58Q: 3 clusters Score -8381882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8381884.500000 Penalty: 5559.854980
	Iteration 59Q: 3 clusters Score -8381884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8381886.000000 Penalty: 5559.854980
	Iteration 60F: 3 clusters Score -8381886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8381886.500000 Penalty: 5559.854980
	Iteration 61Q: 3 clusters Score -8381886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72231 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8381885.000000 Penalty: 5559.854980
	Iteration 62Q: 3 clusters Score -8381885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8381883.500000 Penalty: 5559.854980
	Iteration 63Q: 3 clusters Score -8381884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8381883.500000 Penalty: 5559.854980
	Iteration 64F: 3 clusters Score -8381884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -285054.156250 Penalty: 1952.274414
	Iteration 0F: 2 clusters Score -285054.2 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 1294 members 
Entering Unmasked Estep 
Score: -282032.062500 Penalty: 3904.548828
	Iteration 0F: 3 clusters Score -282032.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -282704.031250 Penalty: 3904.548828
	Iteration 1F: 3 clusters Score -282704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -282852.406250 Penalty: 3904.548828
	Iteration 2F: 3 clusters Score -282852.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -282962.125000 Penalty: 3904.548828
	Iteration 3Q: 3 clusters Score -282962.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -283054.656250 Penalty: 3904.548828
	Iteration 4Q: 3 clusters Score -283054.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283144.156250 Penalty: 3904.548828
	Iteration 5Q: 3 clusters Score -283144.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -283222.562500 Penalty: 3904.548828
	Iteration 6Q: 3 clusters Score -283222.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283274.593750 Penalty: 3904.548828
	Iteration 7Q: 3 clusters Score -283274.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -283332.031250 Penalty: 3904.548828
	Iteration 8Q: 3 clusters Score -283332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -283395.156250 Penalty: 3904.548828
	Iteration 9Q: 3 clusters Score -283395.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -283436.125000 Penalty: 3904.548828
	Iteration 10Q: 3 clusters Score -283436.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -283476.906250 Penalty: 3904.548828
	Iteration 11Q: 3 clusters Score -283476.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283512.625000 Penalty: 3904.548828
	Iteration 12Q: 3 clusters Score -283512.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -283557.437500 Penalty: 3904.548828
	Iteration 13Q: 3 clusters Score -283557.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -283596.343750 Penalty: 3904.548828
	Iteration 14Q: 3 clusters Score -283596.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283629.250000 Penalty: 3904.548828
	Iteration 15Q: 3 clusters Score -283629.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283658.250000 Penalty: 3904.548828
	Iteration 16Q: 3 clusters Score -283658.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -283686.031250 Penalty: 3904.548828
	Iteration 17Q: 3 clusters Score -283686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283706.437500 Penalty: 3904.548828
	Iteration 18Q: 3 clusters Score -283706.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -283726.062500 Penalty: 3904.548828
	Iteration 19Q: 3 clusters Score -283726.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -283756.593750 Penalty: 3904.548828
	Iteration 20F: 3 clusters Score -283756.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -283790.812500 Penalty: 3904.548828
	Iteration 21Q: 3 clusters Score -283790.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -283825.250000 Penalty: 3904.548828
	Iteration 22Q: 3 clusters Score -283825.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -283853.062500 Penalty: 3904.548828
	Iteration 23Q: 3 clusters Score -283853.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283892.562500 Penalty: 3904.548828
	Iteration 24Q: 3 clusters Score -283892.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283931.812500 Penalty: 3904.548828
	Iteration 25Q: 3 clusters Score -283931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283970.718750 Penalty: 3904.548828
	Iteration 26Q: 3 clusters Score -283970.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284035.062500 Penalty: 3904.548828
	Iteration 27Q: 3 clusters Score -284035.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284109.000000 Penalty: 3904.548828
	Iteration 28Q: 3 clusters Score -284109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -284163.406250 Penalty: 3904.548828
	Iteration 29Q: 3 clusters Score -284163.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -284196.843750 Penalty: 3904.548828
	Iteration 30Q: 3 clusters Score -284196.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -284225.625000 Penalty: 3904.548828
	Iteration 31Q: 3 clusters Score -284225.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -284241.843750 Penalty: 3904.548828
	Iteration 32Q: 3 clusters Score -284241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -284253.343750 Penalty: 3904.548828
	Iteration 33Q: 3 clusters Score -284253.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -284261.000000 Penalty: 3904.548828
	Iteration 34Q: 3 clusters Score -284261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -284268.281250 Penalty: 3904.548828
	Iteration 35Q: 3 clusters Score -284268.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -284275.500000 Penalty: 3904.548828
	Iteration 36Q: 3 clusters Score -284275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -284282.187500 Penalty: 3904.548828
	Iteration 37Q: 3 clusters Score -284282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284287.468750 Penalty: 3904.548828
	Iteration 38Q: 3 clusters Score -284287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284290.125000 Penalty: 3904.548828
	Iteration 39Q: 3 clusters Score -284290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284292.750000 Penalty: 3904.548828
	Iteration 40F: 3 clusters Score -284292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -284295.375000 Penalty: 3904.548828
	Iteration 41Q: 3 clusters Score -284295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -284299.437500 Penalty: 3904.548828
	Iteration 42Q: 3 clusters Score -284299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -284301.218750 Penalty: 3904.548828
	Iteration 43Q: 3 clusters Score -284301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -284301.218750 Penalty: 3904.548828
	Iteration 44F: 3 clusters Score -284301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -378477.062500 Penalty: 2025.151123
	Iteration 0F: 2 clusters Score -378477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -374953.375000 Penalty: 4050.302246
	Iteration 0F: 3 clusters Score -374953.4 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -375781.593750 Penalty: 4050.302246
	Iteration 1F: 3 clusters Score -375781.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -375966.031250 Penalty: 4050.302246
	Iteration 2F: 3 clusters Score -375966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -376074.187500 Penalty: 4050.302246
	Iteration 3Q: 3 clusters Score -376074.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -376138.437500 Penalty: 4050.302246
	Iteration 4Q: 3 clusters Score -376138.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -376206.593750 Penalty: 4050.302246
	Iteration 5Q: 3 clusters Score -376206.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -376264.687500 Penalty: 4050.302246
	Iteration 6Q: 3 clusters Score -376264.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -376314.343750 Penalty: 4050.302246
	Iteration 7Q: 3 clusters Score -376314.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -376358.656250 Penalty: 4050.302246
	Iteration 8Q: 3 clusters Score -376358.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -376410.593750 Penalty: 4050.302246
	Iteration 9Q: 3 clusters Score -376410.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -376461.687500 Penalty: 4050.302246
	Iteration 10Q: 3 clusters Score -376461.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -376510.406250 Penalty: 4050.302246
	Iteration 11Q: 3 clusters Score -376510.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -376561.718750 Penalty: 4050.302246
	Iteration 12Q: 3 clusters Score -376561.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -376621.718750 Penalty: 4050.302246
	Iteration 13Q: 3 clusters Score -376621.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -376696.843750 Penalty: 4050.302246
	Iteration 14Q: 3 clusters Score -376696.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -376781.750000 Penalty: 4050.302246
	Iteration 15Q: 3 clusters Score -376781.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -376858.843750 Penalty: 4050.302246
	Iteration 16Q: 3 clusters Score -376858.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -376943.312500 Penalty: 4050.302246
	Iteration 17Q: 3 clusters Score -376943.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -377038.312500 Penalty: 4050.302246
	Iteration 18Q: 3 clusters Score -377038.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -377134.781250 Penalty: 4050.302246
	Iteration 19Q: 3 clusters Score -377134.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -377247.125000 Penalty: 4050.302246
	Iteration 20F: 3 clusters Score -377247.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -377376.625000 Penalty: 4050.302246
	Iteration 21Q: 3 clusters Score -377376.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -377495.562500 Penalty: 4050.302246
	Iteration 22Q: 3 clusters Score -377495.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377558.531250 Penalty: 4050.302246
	Iteration 23Q: 3 clusters Score -377558.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -377597.937500 Penalty: 4050.302246
	Iteration 24Q: 3 clusters Score -377597.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -377622.875000 Penalty: 4050.302246
	Iteration 25Q: 3 clusters Score -377622.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -377641.250000 Penalty: 4050.302246
	Iteration 26Q: 3 clusters Score -377641.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -377663.562500 Penalty: 4050.302246
	Iteration 27Q: 3 clusters Score -377663.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -377683.062500 Penalty: 4050.302246
	Iteration 28Q: 3 clusters Score -377683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -377700.500000 Penalty: 4050.302246
	Iteration 29Q: 3 clusters Score -377700.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -377714.406250 Penalty: 4050.302246
	Iteration 30Q: 3 clusters Score -377714.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -377725.656250 Penalty: 4050.302246
	Iteration 31Q: 3 clusters Score -377725.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -377734.343750 Penalty: 4050.302246
	Iteration 32Q: 3 clusters Score -377734.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -377745.875000 Penalty: 4050.302246
	Iteration 33Q: 3 clusters Score -377745.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -377760.625000 Penalty: 4050.302246
	Iteration 34Q: 3 clusters Score -377760.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -377770.031250 Penalty: 4050.302246
	Iteration 35Q: 3 clusters Score -377770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -377777.375000 Penalty: 4050.302246
	Iteration 36Q: 3 clusters Score -377777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -377783.031250 Penalty: 4050.302246
	Iteration 37Q: 3 clusters Score -377783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -377788.718750 Penalty: 4050.302246
	Iteration 38Q: 3 clusters Score -377788.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -377792.093750 Penalty: 4050.302246
	Iteration 39Q: 3 clusters Score -377792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -377795.031250 Penalty: 4050.302246
	Iteration 40F: 3 clusters Score -377795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -377796.593750 Penalty: 4050.302246
	Iteration 41Q: 3 clusters Score -377796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -377796.937500 Penalty: 4050.302246
	Iteration 42Q: 3 clusters Score -377796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -377796.937500 Penalty: 4050.302246
	Iteration 43F: 3 clusters Score -377796.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -300737.125000 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -300737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297609.875000 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -297609.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -298247.375000 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -298247.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -298418.468750 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -298418.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298529.062500 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -298529.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -298599.062500 Penalty: 3938.706299
	Iteration 4Q: 3 clusters Score -298599.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298658.937500 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -298658.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -298721.156250 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -298721.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -298794.218750 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -298794.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -298856.937500 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -298856.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -298906.437500 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -298906.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298982.531250 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -298982.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -299044.000000 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -299044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -299103.750000 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -299103.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -299153.812500 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -299153.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -299199.687500 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -299199.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -299254.531250 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -299254.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -299302.468750 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -299302.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -299353.875000 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -299353.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -299397.875000 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -299397.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -299433.156250 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -299433.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -299461.656250 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -299461.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299489.593750 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -299489.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -299520.906250 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -299520.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -299561.718750 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -299561.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -299598.000000 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -299598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -299620.156250 Penalty: 3938.706299
	Iteration 25Q: 3 clusters Score -299620.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -299637.968750 Penalty: 3938.706299
	Iteration 26Q: 3 clusters Score -299638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -299653.312500 Penalty: 3938.706299
	Iteration 27Q: 3 clusters Score -299653.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -299662.500000 Penalty: 3938.706299
	Iteration 28Q: 3 clusters Score -299662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -299670.031250 Penalty: 3938.706299
	Iteration 29Q: 3 clusters Score -299670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -299675.843750 Penalty: 3938.706299
	Iteration 30Q: 3 clusters Score -299675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -299680.125000 Penalty: 3938.706299
	Iteration 31Q: 3 clusters Score -299680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -299683.281250 Penalty: 3938.706299
	Iteration 32Q: 3 clusters Score -299683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -299684.656250 Penalty: 3938.706299
	Iteration 33Q: 3 clusters Score -299684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -299688.000000 Penalty: 3938.706299
	Iteration 34Q: 3 clusters Score -299688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -299688.000000 Penalty: 3938.706299
	Iteration 35F: 3 clusters Score -299688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -170149.859375 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -170149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -167809.171875 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -167809.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168499.468750 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -168499.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -169737.484375 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -169737.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -171401.281250 Penalty: 3665.836182
	Iteration 3F: 3 clusters Score -171401.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -172108.281250 Penalty: 3665.836182
	Iteration 4F: 3 clusters Score -172108.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -172407.859375 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -172407.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -172700.734375 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -172700.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -173013.656250 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -173013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173151.437500 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -173151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173158.437500 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -173158.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173158.437500 Penalty: 3665.836182
	Iteration 10F: 3 clusters Score -173158.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 495 members 
Entering Unmasked Estep 
Score: -110912624.000000 Penalty: 123460.500000
Splitting cluster 24 changes total score from -110909376.000000 to -110912624.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -99507.773438 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -99507.77 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 531 members 
Entering Unmasked Estep 
Score: -97568.375000 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -97568.38 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -98250.578125 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -98250.58 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98696.054688 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -98696.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99084.976562 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -99084.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99707.859375 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -99707.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100514.312500 Penalty: 3464.878418
	Iteration 5F: 3 clusters Score -100514.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100972.945312 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -100972.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101226.796875 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -101226.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101576.171875 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -101576.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101896.304688 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -101896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101949.421875 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -101949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102101.992188 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -102102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102169.468750 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -102169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102181.351562 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -102181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102181.351562 Penalty: 3464.878418
	Iteration 14F: 3 clusters Score -102181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 493 members 
Entering Unmasked Estep 
Score: -110913544.000000 Penalty: 126889.953125
Splitting cluster 25 changes total score from -110909376.000000 to -110913544.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (111341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Entering Unmasked Estep 
Score: -12588515.000000 Penalty: 2881.847412
	Iteration 0F: 2 clusters Score -1.258852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -12514307.000000 Penalty: 5763.694824
	Iteration 0F: 3 clusters Score -1.251431e+07 nChanged 52811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -12544542.000000 Penalty: 5763.694824
	Iteration 1F: 3 clusters Score -1.254454e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -12545665.000000 Penalty: 5763.694824
	Iteration 2Q: 3 clusters Score -1.254566e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -12547121.000000 Penalty: 5763.694824
	Iteration 3Q: 3 clusters Score -1.254712e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -12549161.000000 Penalty: 5763.694824
	Iteration 4Q: 3 clusters Score -1.254916e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -12552444.000000 Penalty: 5763.694824
	Iteration 5F: 3 clusters Score -1.255244e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -12557408.000000 Penalty: 5763.694824
	Iteration 6F: 3 clusters Score -1.255741e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -12564407.000000 Penalty: 5763.694824
	Iteration 7F: 3 clusters Score -1.256441e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -12572329.000000 Penalty: 5763.694824
	Iteration 8F: 3 clusters Score -1.257233e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -12578974.000000 Penalty: 5763.694824
	Iteration 9F: 3 clusters Score -1.257897e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -12583020.000000 Penalty: 5763.694824
	Iteration 10Q: 3 clusters Score -1.258302e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -12584882.000000 Penalty: 5763.694824
	Iteration 11Q: 3 clusters Score -1.258488e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -12585441.000000 Penalty: 5763.694824
	Iteration 12Q: 3 clusters Score -1.258544e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -12585706.000000 Penalty: 5763.694824
	Iteration 13Q: 3 clusters Score -1.258571e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -12585820.000000 Penalty: 5763.694824
	Iteration 14Q: 3 clusters Score -1.258582e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -12585887.000000 Penalty: 5763.694824
	Iteration 15Q: 3 clusters Score -1.258589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -12585919.000000 Penalty: 5763.694824
	Iteration 16Q: 3 clusters Score -1.258592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -12585941.000000 Penalty: 5763.694824
	Iteration 17Q: 3 clusters Score -1.258594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -12585949.000000 Penalty: 5763.694824
	Iteration 18Q: 3 clusters Score -1.258595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -12585959.000000 Penalty: 5763.694824
	Iteration 19Q: 3 clusters Score -1.258596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 111015 members 
Entering Unmasked Estep 
Score: -12585969.000000 Penalty: 5763.694824
	Iteration 20F: 3 clusters Score -1.258597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -12585980.000000 Penalty: 5763.694824
	Iteration 21Q: 3 clusters Score -1.258598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 111019 members 
Entering Unmasked Estep 
Score: -12585987.000000 Penalty: 5763.694824
	Iteration 22Q: 3 clusters Score -1.258599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -12585989.000000 Penalty: 5763.694824
	Iteration 23Q: 3 clusters Score -1.258599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -12585990.000000 Penalty: 5763.694824
	Iteration 24Q: 3 clusters Score -1.258599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -12585994.000000 Penalty: 5763.694824
	Iteration 25Q: 3 clusters Score -1.258599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 111029 members 
Entering Unmasked Estep 
Score: -12585992.000000 Penalty: 5763.694824
	Iteration 26Q: 3 clusters Score -1.258599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -12585995.000000 Penalty: 5763.694824
	Iteration 27Q: 3 clusters Score -1.2586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -12586002.000000 Penalty: 5763.694824
	Iteration 28Q: 3 clusters Score -1.2586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -12586007.000000 Penalty: 5763.694824
	Iteration 29Q: 3 clusters Score -1.258601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -12586009.000000 Penalty: 5763.694824
	Iteration 30Q: 3 clusters Score -1.258601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -12586008.000000 Penalty: 5763.694824
	Iteration 31Q: 3 clusters Score -1.258601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -12586010.000000 Penalty: 5763.694824
	Iteration 32Q: 3 clusters Score -1.258601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -12586013.000000 Penalty: 5763.694824
	Iteration 33Q: 3 clusters Score -1.258601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -12586013.000000 Penalty: 5763.694824
	Iteration 34F: 3 clusters Score -1.258601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (293689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293689 members 
Entering Unmasked Estep 
Score: -33080812.000000 Penalty: 3122.388672
	Iteration 0F: 2 clusters Score -3.308081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146829 members 
Mstep: Class 2 contains 146860 members 
Entering Unmasked Estep 
Score: -32888902.000000 Penalty: 6244.777344
	Iteration 0F: 3 clusters Score -3.28889e+07 nChanged 142171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -32972820.000000 Penalty: 6244.777344
	Iteration 1F: 3 clusters Score -3.297282e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Mstep: Class 2 contains 143511 members 
Entering Unmasked Estep 
Score: -32974678.000000 Penalty: 6244.777344
	Iteration 2Q: 3 clusters Score -3.297468e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 141455 members 
Entering Unmasked Estep 
Score: -32976792.000000 Penalty: 6244.777344
	Iteration 3Q: 3 clusters Score -3.297679e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155360 members 
Mstep: Class 2 contains 138329 members 
Entering Unmasked Estep 
Score: -32979878.000000 Penalty: 6244.777344
	Iteration 4Q: 3 clusters Score -3.297988e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -32983840.000000 Penalty: 6244.777344
	Iteration 5Q: 3 clusters Score -3.298384e+07 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -32990798.000000 Penalty: 6244.777344
	Iteration 6Q: 3 clusters Score -3.29908e+07 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -33000042.000000 Penalty: 6244.777344
	Iteration 7F: 3 clusters Score -3.300004e+07 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -33012416.000000 Penalty: 6244.777344
	Iteration 8F: 3 clusters Score -3.301242e+07 nChanged 18143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -33026070.000000 Penalty: 6244.777344
	Iteration 9F: 3 clusters Score -3.302607e+07 nChanged 16226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208102 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -33036940.000000 Penalty: 6244.777344
	Iteration 10F: 3 clusters Score -3.303694e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216456 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -33043926.000000 Penalty: 6244.777344
	Iteration 11Q: 3 clusters Score -3.304393e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223908 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -33048586.000000 Penalty: 6244.777344
	Iteration 12Q: 3 clusters Score -3.304859e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230768 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -33051796.000000 Penalty: 6244.777344
	Iteration 13Q: 3 clusters Score -3.30518e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237389 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -33054648.000000 Penalty: 6244.777344
	Iteration 14Q: 3 clusters Score -3.305465e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243927 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -33057958.000000 Penalty: 6244.777344
	Iteration 15Q: 3 clusters Score -3.305796e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250293 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -33061212.000000 Penalty: 6244.777344
	Iteration 16Q: 3 clusters Score -3.306121e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256304 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -33064462.000000 Penalty: 6244.777344
	Iteration 17Q: 3 clusters Score -3.306446e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261977 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -33067618.000000 Penalty: 6244.777344
	Iteration 18Q: 3 clusters Score -3.306762e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267105 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -33070358.000000 Penalty: 6244.777344
	Iteration 19Q: 3 clusters Score -3.307036e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271619 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -33072826.000000 Penalty: 6244.777344
	Iteration 20F: 3 clusters Score -3.307283e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275539 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -33074932.000000 Penalty: 6244.777344
	Iteration 21Q: 3 clusters Score -3.307493e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278753 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -33076396.000000 Penalty: 6244.777344
	Iteration 22Q: 3 clusters Score -3.30764e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281448 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -33077876.000000 Penalty: 6244.777344
	Iteration 23Q: 3 clusters Score -3.307788e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283621 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -33078574.000000 Penalty: 6244.777344
	Iteration 24Q: 3 clusters Score -3.307857e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285402 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -33079078.000000 Penalty: 6244.777344
	Iteration 25Q: 3 clusters Score -3.307908e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286769 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -33079410.000000 Penalty: 6244.777344
	Iteration 26Q: 3 clusters Score -3.307941e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287801 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -33079534.000000 Penalty: 6244.777344
	Iteration 27Q: 3 clusters Score -3.307953e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288598 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -33079574.000000 Penalty: 6244.777344
	Iteration 28Q: 3 clusters Score -3.307957e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289190 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -33079610.000000 Penalty: 6244.777344
	Iteration 29Q: 3 clusters Score -3.307961e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289604 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -33079578.000000 Penalty: 6244.777344
	Iteration 30Q: 3 clusters Score -3.307958e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289899 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -33079610.000000 Penalty: 6244.777344
	Iteration 31Q: 3 clusters Score -3.307961e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290147 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -33079604.000000 Penalty: 6244.777344
	Iteration 32Q: 3 clusters Score -3.30796e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290343 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -33079570.000000 Penalty: 6244.777344
	Iteration 33Q: 3 clusters Score -3.307957e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290501 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -33079560.000000 Penalty: 6244.777344
	Iteration 34Q: 3 clusters Score -3.307956e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290619 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -33079586.000000 Penalty: 6244.777344
	Iteration 35Q: 3 clusters Score -3.307959e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290704 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -33079604.000000 Penalty: 6244.777344
	Iteration 36Q: 3 clusters Score -3.30796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290775 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -33079600.000000 Penalty: 6244.777344
	Iteration 37Q: 3 clusters Score -3.30796e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290837 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -33079540.000000 Penalty: 6244.777344
	Iteration 38Q: 3 clusters Score -3.307954e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290888 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -33079532.000000 Penalty: 6244.777344
	Iteration 39Q: 3 clusters Score -3.307953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290941 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -33079528.000000 Penalty: 6244.777344
	Iteration 40F: 3 clusters Score -3.307953e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290989 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -33079548.000000 Penalty: 6244.777344
	Iteration 41Q: 3 clusters Score -3.307955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291025 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -33079586.000000 Penalty: 6244.777344
	Iteration 42Q: 3 clusters Score -3.307959e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291055 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -33079568.000000 Penalty: 6244.777344
	Iteration 43Q: 3 clusters Score -3.307957e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291093 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -33079582.000000 Penalty: 6244.777344
	Iteration 44Q: 3 clusters Score -3.307958e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291132 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -33079572.000000 Penalty: 6244.777344
	Iteration 45Q: 3 clusters Score -3.307957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291169 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -33079552.000000 Penalty: 6244.777344
	Iteration 46Q: 3 clusters Score -3.307955e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291198 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -33079590.000000 Penalty: 6244.777344
	Iteration 47Q: 3 clusters Score -3.307959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291233 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -33079520.000000 Penalty: 6244.777344
	Iteration 48Q: 3 clusters Score -3.307952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291262 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -33079532.000000 Penalty: 6244.777344
	Iteration 49Q: 3 clusters Score -3.307953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291286 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -33079528.000000 Penalty: 6244.777344
	Iteration 50Q: 3 clusters Score -3.307953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291310 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -33079508.000000 Penalty: 6244.777344
	Iteration 51Q: 3 clusters Score -3.307951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291333 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -33079494.000000 Penalty: 6244.777344
	Iteration 52Q: 3 clusters Score -3.307949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291342 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -33079542.000000 Penalty: 6244.777344
	Iteration 53Q: 3 clusters Score -3.307954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291347 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -33079518.000000 Penalty: 6244.777344
	Iteration 54Q: 3 clusters Score -3.307952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291358 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -33079522.000000 Penalty: 6244.777344
	Iteration 55Q: 3 clusters Score -3.307952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291368 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -33079516.000000 Penalty: 6244.777344
	Iteration 56Q: 3 clusters Score -3.307952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291369 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -33079506.000000 Penalty: 6244.777344
	Iteration 57Q: 3 clusters Score -3.307951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291370 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -33079520.000000 Penalty: 6244.777344
	Iteration 58Q: 3 clusters Score -3.307952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291375 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -33079510.000000 Penalty: 6244.777344
	Iteration 59Q: 3 clusters Score -3.307951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291384 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -33079534.000000 Penalty: 6244.777344
	Iteration 60F: 3 clusters Score -3.307953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291396 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -33079530.000000 Penalty: 6244.777344
	Iteration 61Q: 3 clusters Score -3.307953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291403 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -33079514.000000 Penalty: 6244.777344
	Iteration 62Q: 3 clusters Score -3.307951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291417 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -33079514.000000 Penalty: 6244.777344
	Iteration 63Q: 3 clusters Score -3.307951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291429 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -33079504.000000 Penalty: 6244.777344
	Iteration 64Q: 3 clusters Score -3.30795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291439 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -33079498.000000 Penalty: 6244.777344
	Iteration 65Q: 3 clusters Score -3.30795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291448 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -33079484.000000 Penalty: 6244.777344
	Iteration 66Q: 3 clusters Score -3.307948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291456 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -33079488.000000 Penalty: 6244.777344
	Iteration 67Q: 3 clusters Score -3.307949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291467 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -33079494.000000 Penalty: 6244.777344
	Iteration 68Q: 3 clusters Score -3.307949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291473 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -33079490.000000 Penalty: 6244.777344
	Iteration 69Q: 3 clusters Score -3.307949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291477 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -33079500.000000 Penalty: 6244.777344
	Iteration 70Q: 3 clusters Score -3.30795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291484 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -33079486.000000 Penalty: 6244.777344
	Iteration 71Q: 3 clusters Score -3.307949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291489 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -33079478.000000 Penalty: 6244.777344
	Iteration 72Q: 3 clusters Score -3.307948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291494 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -33079472.000000 Penalty: 6244.777344
	Iteration 73Q: 3 clusters Score -3.307947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291500 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -33079488.000000 Penalty: 6244.777344
	Iteration 74Q: 3 clusters Score -3.307949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291504 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -33079496.000000 Penalty: 6244.777344
	Iteration 75Q: 3 clusters Score -3.30795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291506 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -33079494.000000 Penalty: 6244.777344
	Iteration 76Q: 3 clusters Score -3.307949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291508 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -33079500.000000 Penalty: 6244.777344
	Iteration 77Q: 3 clusters Score -3.30795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291509 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -33079510.000000 Penalty: 6244.777344
	Iteration 78Q: 3 clusters Score -3.307951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291510 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -33079496.000000 Penalty: 6244.777344
	Iteration 79Q: 3 clusters Score -3.30795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291510 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -33079494.000000 Penalty: 6244.777344
	Iteration 80F: 3 clusters Score -3.307949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291512 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -33079516.000000 Penalty: 6244.777344
	Iteration 81Q: 3 clusters Score -3.307952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291514 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -33079486.000000 Penalty: 6244.777344
	Iteration 82Q: 3 clusters Score -3.307949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291516 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -33079490.000000 Penalty: 6244.777344
	Iteration 83Q: 3 clusters Score -3.307949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291516 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -33079490.000000 Penalty: 6244.777344
	Iteration 84F: 3 clusters Score -3.307949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -156325.078125 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -156325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154141.171875 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -154141.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -154716.875000 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -154716.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -154988.109375 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -154988.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -155133.203125 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -155133.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -155224.875000 Penalty: 3644.580078
	Iteration 4Q: 3 clusters Score -155224.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -155310.609375 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -155310.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -155435.609375 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -155435.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -155493.546875 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -155493.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -155520.375000 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -155520.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -155545.750000 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -155545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -155568.109375 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -155568.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -155585.781250 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -155585.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -155603.046875 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -155603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -155613.984375 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -155614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -155624.000000 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -155624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -155644.359375 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -155644.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155672.609375 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -155672.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -155718.234375 Penalty: 3644.580078
	Iteration 17Q: 3 clusters Score -155718.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155818.796875 Penalty: 3644.580078
	Iteration 18Q: 3 clusters Score -155818.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -155962.515625 Penalty: 3644.580078
	Iteration 19F: 3 clusters Score -155962.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156140.328125 Penalty: 3644.580078
	Iteration 20F: 3 clusters Score -156140.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156371.531250 Penalty: 3644.580078
	Iteration 21F: 3 clusters Score -156371.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -156599.843750 Penalty: 3644.580078
	Iteration 22F: 3 clusters Score -156599.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156768.046875 Penalty: 3644.580078
	Iteration 23Q: 3 clusters Score -156768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -156909.578125 Penalty: 3644.580078
	Iteration 24Q: 3 clusters Score -156909.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -156982.156250 Penalty: 3644.580078
	Iteration 25Q: 3 clusters Score -156982.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -157030.640625 Penalty: 3644.580078
	Iteration 26Q: 3 clusters Score -157030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -157045.453125 Penalty: 3644.580078
	Iteration 27Q: 3 clusters Score -157045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -157052.406250 Penalty: 3644.580078
	Iteration 28Q: 3 clusters Score -157052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -157065.562500 Penalty: 3644.580078
	Iteration 29Q: 3 clusters Score -157065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -157067.671875 Penalty: 3644.580078
	Iteration 30Q: 3 clusters Score -157067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -157070.921875 Penalty: 3644.580078
	Iteration 31Q: 3 clusters Score -157070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -157073.562500 Penalty: 3644.580078
	Iteration 32Q: 3 clusters Score -157073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -157075.000000 Penalty: 3644.580078
	Iteration 33Q: 3 clusters Score -157075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -157075.000000 Penalty: 3644.580078
	Iteration 34F: 3 clusters Score -157075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 38690 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 493 members 
Mstep: Class 38 contains 360 members 
Entering Unmasked Estep 
Score: -110912728.000000 Penalty: 130319.414062
Splitting cluster 28 changes total score from -110909376.000000 to -110912728.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (38690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Entering Unmasked Estep 
Score: -4296518.000000 Penalty: 2619.707520
	Iteration 0F: 2 clusters Score -4296518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4270099.500000 Penalty: 5239.415039
	Iteration 0F: 3 clusters Score -4270100 nChanged 17746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4279910.500000 Penalty: 5239.415039
	Iteration 1F: 3 clusters Score -4279910 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4280487.000000 Penalty: 5239.415039
	Iteration 2Q: 3 clusters Score -4280487 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4281134.000000 Penalty: 5239.415039
	Iteration 3Q: 3 clusters Score -4281134 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4281914.500000 Penalty: 5239.415039
	Iteration 4Q: 3 clusters Score -4281914 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4282881.500000 Penalty: 5239.415039
	Iteration 5Q: 3 clusters Score -4282882 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4283981.500000 Penalty: 5239.415039
	Iteration 6Q: 3 clusters Score -4283982 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4284992.500000 Penalty: 5239.415039
	Iteration 7F: 3 clusters Score -4284992 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4285838.500000 Penalty: 5239.415039
	Iteration 8Q: 3 clusters Score -4285838 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4286538.000000 Penalty: 5239.415039
	Iteration 9Q: 3 clusters Score -4286538 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4287179.000000 Penalty: 5239.415039
	Iteration 10Q: 3 clusters Score -4287179 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4287787.000000 Penalty: 5239.415039
	Iteration 11Q: 3 clusters Score -4287787 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16392 members 
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Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 15714 members 
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Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14326 members 
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	Iteration 19Q: 3 clusters Score -4291642 nChanged 765
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Mstep: Class 1 contains 26382 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4292124 nChanged 789
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Mstep: Class 1 contains 27081 members 
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Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4292718 nChanged 791
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Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4293440 nChanged 771
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Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4294181 nChanged 675
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Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4294942 nChanged 467
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Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4295138 nChanged 395
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	Iteration 27Q: 3 clusters Score -4295282 nChanged 268
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4295354 nChanged 236
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Mstep: Class 2 contains 8554 members 
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	Iteration 31Q: 3 clusters Score -4295442 nChanged 123
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	Iteration 32Q: 3 clusters Score -4295474 nChanged 122
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	Iteration 33Q: 3 clusters Score -4295480 nChanged 110
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	Iteration 35Q: 3 clusters Score -4295512 nChanged 98
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4295514 nChanged 104
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	Iteration 37Q: 3 clusters Score -4295528 nChanged 96
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	Iteration 39Q: 3 clusters Score -4295576 nChanged 87
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	Iteration 41Q: 3 clusters Score -4295590 nChanged 90
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	Iteration 45Q: 3 clusters Score -4295630 nChanged 81
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Mstep: Class 1 contains 32184 members 
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	Iteration 53Q: 3 clusters Score -4295698 nChanged 60
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	Iteration 54Q: 3 clusters Score -4295696 nChanged 75
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	Iteration 55Q: 3 clusters Score -4295697 nChanged 72
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	Iteration 58Q: 3 clusters Score -4295735 nChanged 53
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	Iteration 60F: 3 clusters Score -4295738 nChanged 48
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	Iteration 61Q: 3 clusters Score -4295744 nChanged 46
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	Iteration 62Q: 3 clusters Score -4295744 nChanged 37
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	Iteration 63Q: 3 clusters Score -4295742 nChanged 43
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	Iteration 64Q: 3 clusters Score -4295752 nChanged 43
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	Iteration 65Q: 3 clusters Score -4295758 nChanged 46
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	Iteration 66Q: 3 clusters Score -4295770 nChanged 55
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	Iteration 67Q: 3 clusters Score -4295778 nChanged 64
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	Iteration 68Q: 3 clusters Score -4295774 nChanged 69
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	Iteration 69Q: 3 clusters Score -4295792 nChanged 71
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	Iteration 70Q: 3 clusters Score -4295803 nChanged 73
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	Iteration 71Q: 3 clusters Score -4295818 nChanged 66
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	Iteration 72Q: 3 clusters Score -4295826 nChanged 69
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	Iteration 73Q: 3 clusters Score -4295836 nChanged 67
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	Iteration 74Q: 3 clusters Score -4295846 nChanged 68
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	Iteration 75Q: 3 clusters Score -4295855 nChanged 72
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	Iteration 76Q: 3 clusters Score -4295860 nChanged 81
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	Iteration 77Q: 3 clusters Score -4295868 nChanged 91
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	Iteration 78Q: 3 clusters Score -4295879 nChanged 107
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	Iteration 79Q: 3 clusters Score -4295900 nChanged 126
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	Iteration 80F: 3 clusters Score -4295927 nChanged 128
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	Iteration 81Q: 3 clusters Score -4295960 nChanged 144
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	Iteration 82Q: 3 clusters Score -4295986 nChanged 132
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	Iteration 83Q: 3 clusters Score -4296018 nChanged 152
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	Iteration 84Q: 3 clusters Score -4296082 nChanged 155
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	Iteration 85Q: 3 clusters Score -4296141 nChanged 165
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	Iteration 86Q: 3 clusters Score -4296210 nChanged 185
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	Iteration 87Q: 3 clusters Score -4296324 nChanged 171
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	Iteration 88Q: 3 clusters Score -4296423 nChanged 178
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	Iteration 89Q: 3 clusters Score -4296545 nChanged 174
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	Iteration 90Q: 3 clusters Score -4296652 nChanged 174
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	Iteration 91Q: 3 clusters Score -4296774 nChanged 139
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	Iteration 92Q: 3 clusters Score -4296864 nChanged 114
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	Iteration 93Q: 3 clusters Score -4296910 nChanged 69
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	Iteration 94Q: 3 clusters Score -4296929 nChanged 42
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	Iteration 95Q: 3 clusters Score -4296944 nChanged 38
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	Iteration 96Q: 3 clusters Score -4296944 nChanged 24
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	Iteration 97Q: 3 clusters Score -4296942 nChanged 18
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	Iteration 98Q: 3 clusters Score -4296948 nChanged 9
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	Iteration 99Q: 3 clusters Score -4296950 nChanged 10
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	Iteration 100F: 3 clusters Score -4296949 nChanged 7
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	Iteration 101Q: 3 clusters Score -4296947 nChanged 3
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	Iteration 102Q: 3 clusters Score -4296952 nChanged 4
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	Iteration 103Q: 3 clusters Score -4296952 nChanged 1
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	Iteration 104Q: 3 clusters Score -4296949 nChanged 2
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Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4296949.000000 Penalty: 5239.415039
	Iteration 105Q: 3 clusters Score -4296949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4296950.000000 Penalty: 5239.415039
	Iteration 106Q: 3 clusters Score -4296950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4296950.000000 Penalty: 5239.415039
	Iteration 107F: 3 clusters Score -4296950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 35727 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 493 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 2963 members 
Entering Unmasked Estep 
Score: -110912288.000000 Penalty: 133748.875000
Splitting cluster 29 changes total score from -110909376.000000 to -110912288.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 30 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -596535.937500 Penalty: 2132.587158
	Iteration 0F: 2 clusters Score -596535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -591711.125000 Penalty: 4265.174316
	Iteration 0F: 3 clusters Score -591711.1 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -592950.375000 Penalty: 4265.174316
	Iteration 1F: 3 clusters Score -592950.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -593225.562500 Penalty: 4265.174316
	Iteration 2F: 3 clusters Score -593225.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -593415.000000 Penalty: 4265.174316
	Iteration 3F: 3 clusters Score -593415 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -593584.750000 Penalty: 4265.174316
	Iteration 4Q: 3 clusters Score -593584.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -593770.937500 Penalty: 4265.174316
	Iteration 5Q: 3 clusters Score -593770.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -593959.562500 Penalty: 4265.174316
	Iteration 6Q: 3 clusters Score -593959.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -594152.500000 Penalty: 4265.174316
	Iteration 7Q: 3 clusters Score -594152.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -594332.750000 Penalty: 4265.174316
	Iteration 8Q: 3 clusters Score -594332.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -594491.375000 Penalty: 4265.174316
	Iteration 9Q: 3 clusters Score -594491.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -594644.500000 Penalty: 4265.174316
	Iteration 10Q: 3 clusters Score -594644.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -594732.187500 Penalty: 4265.174316
	Iteration 11Q: 3 clusters Score -594732.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -594800.437500 Penalty: 4265.174316
	Iteration 12Q: 3 clusters Score -594800.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -594855.375000 Penalty: 4265.174316
	Iteration 13Q: 3 clusters Score -594855.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -594897.625000 Penalty: 4265.174316
	Iteration 14Q: 3 clusters Score -594897.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -594934.437500 Penalty: 4265.174316
	Iteration 15Q: 3 clusters Score -594934.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -594956.062500 Penalty: 4265.174316
	Iteration 16Q: 3 clusters Score -594956.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -594971.562500 Penalty: 4265.174316
	Iteration 17Q: 3 clusters Score -594971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -594985.312500 Penalty: 4265.174316
	Iteration 18Q: 3 clusters Score -594985.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -594993.500000 Penalty: 4265.174316
	Iteration 19Q: 3 clusters Score -594993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -594994.937500 Penalty: 4265.174316
	Iteration 20F: 3 clusters Score -594994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -594998.750000 Penalty: 4265.174316
	Iteration 21Q: 3 clusters Score -594998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -594999.812500 Penalty: 4265.174316
	Iteration 22Q: 3 clusters Score -594999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -595001.687500 Penalty: 4265.174316
	Iteration 23Q: 3 clusters Score -595001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -595002.750000 Penalty: 4265.174316
	Iteration 24Q: 3 clusters Score -595002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -595003.875000 Penalty: 4265.174316
	Iteration 25Q: 3 clusters Score -595003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -595004.375000 Penalty: 4265.174316
	Iteration 26Q: 3 clusters Score -595004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -595006.437500 Penalty: 4265.174316
	Iteration 27Q: 3 clusters Score -595006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -595008.562500 Penalty: 4265.174316
	Iteration 28Q: 3 clusters Score -595008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -595012.125000 Penalty: 4265.174316
	Iteration 29Q: 3 clusters Score -595012.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -595017.187500 Penalty: 4265.174316
	Iteration 30Q: 3 clusters Score -595017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -595021.312500 Penalty: 4265.174316
	Iteration 31Q: 3 clusters Score -595021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -595023.750000 Penalty: 4265.174316
	Iteration 32Q: 3 clusters Score -595023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -595025.562500 Penalty: 4265.174316
	Iteration 33Q: 3 clusters Score -595025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -595028.125000 Penalty: 4265.174316
	Iteration 34Q: 3 clusters Score -595028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -595029.250000 Penalty: 4265.174316
	Iteration 35Q: 3 clusters Score -595029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -595029.687500 Penalty: 4265.174316
	Iteration 36Q: 3 clusters Score -595029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -595029.687500 Penalty: 4265.174316
	Iteration 37F: 3 clusters Score -595029.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Entering Unmasked Estep 
Score: -4495760.000000 Penalty: 2633.325928
	Iteration 0F: 2 clusters Score -4495760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4468100.000000 Penalty: 5266.651855
	Iteration 0F: 3 clusters Score -4468100 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4479113.500000 Penalty: 5266.651855
	Iteration 1F: 3 clusters Score -4479114 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4481096.000000 Penalty: 5266.651855
	Iteration 2F: 3 clusters Score -4481096 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4484266.000000 Penalty: 5266.651855
	Iteration 3F: 3 clusters Score -4484266 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4488080.000000 Penalty: 5266.651855
	Iteration 4F: 3 clusters Score -4488080 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4491150.500000 Penalty: 5266.651855
	Iteration 5F: 3 clusters Score -4491150 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4492889.000000 Penalty: 5266.651855
	Iteration 6F: 3 clusters Score -4492889 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -4493720.000000 Penalty: 5266.651855
	Iteration 7Q: 3 clusters Score -4493720 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4494116.500000 Penalty: 5266.651855
	Iteration 8Q: 3 clusters Score -4494116 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4494329.000000 Penalty: 5266.651855
	Iteration 9Q: 3 clusters Score -4494329 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4494498.000000 Penalty: 5266.651855
	Iteration 10Q: 3 clusters Score -4494498 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4494618.000000 Penalty: 5266.651855
	Iteration 11Q: 3 clusters Score -4494618 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -4494700.000000 Penalty: 5266.651855
	Iteration 12Q: 3 clusters Score -4494700 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4494758.000000 Penalty: 5266.651855
	Iteration 13Q: 3 clusters Score -4494758 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4494861.000000 Penalty: 5266.651855
	Iteration 14Q: 3 clusters Score -4494861 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4494928.500000 Penalty: 5266.651855
	Iteration 15Q: 3 clusters Score -4494928 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4494994.000000 Penalty: 5266.651855
	Iteration 16Q: 3 clusters Score -4494994 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4495064.500000 Penalty: 5266.651855
	Iteration 17Q: 3 clusters Score -4495064 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4495140.500000 Penalty: 5266.651855
	Iteration 18Q: 3 clusters Score -4495140 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4495212.500000 Penalty: 5266.651855
	Iteration 19Q: 3 clusters Score -4495212 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4495291.500000 Penalty: 5266.651855
	Iteration 20F: 3 clusters Score -4495292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4495341.000000 Penalty: 5266.651855
	Iteration 21Q: 3 clusters Score -4495341 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4495420.000000 Penalty: 5266.651855
	Iteration 22Q: 3 clusters Score -4495420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4495568.000000 Penalty: 5266.651855
	Iteration 23Q: 3 clusters Score -4495568 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4495713.000000 Penalty: 5266.651855
	Iteration 24Q: 3 clusters Score -4495713 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4495870.500000 Penalty: 5266.651855
	Iteration 25Q: 3 clusters Score -4495870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4495949.000000 Penalty: 5266.651855
	Iteration 26Q: 3 clusters Score -4495949 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4496013.000000 Penalty: 5266.651855
	Iteration 27Q: 3 clusters Score -4496013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4496033.500000 Penalty: 5266.651855
	Iteration 28Q: 3 clusters Score -4496034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4496061.000000 Penalty: 5266.651855
	Iteration 29Q: 3 clusters Score -4496061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4496079.000000 Penalty: 5266.651855
	Iteration 30Q: 3 clusters Score -4496079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4496090.500000 Penalty: 5266.651855
	Iteration 31Q: 3 clusters Score -4496090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4496097.000000 Penalty: 5266.651855
	Iteration 32Q: 3 clusters Score -4496097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4496100.500000 Penalty: 5266.651855
	Iteration 33Q: 3 clusters Score -4496100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4496109.500000 Penalty: 5266.651855
	Iteration 34Q: 3 clusters Score -4496110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4496105.000000 Penalty: 5266.651855
	Iteration 35Q: 3 clusters Score -4496105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4496110.500000 Penalty: 5266.651855
	Iteration 36Q: 3 clusters Score -4496110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4496116.500000 Penalty: 5266.651855
	Iteration 37Q: 3 clusters Score -4496116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4496109.500000 Penalty: 5266.651855
	Iteration 38Q: 3 clusters Score -4496110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4496111.500000 Penalty: 5266.651855
	Iteration 39Q: 3 clusters Score -4496112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4496119.500000 Penalty: 5266.651855
	Iteration 40F: 3 clusters Score -4496120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4496116.500000 Penalty: 5266.651855
	Iteration 41Q: 3 clusters Score -4496116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4496118.500000 Penalty: 5266.651855
	Iteration 42Q: 3 clusters Score -4496118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4496119.000000 Penalty: 5266.651855
	Iteration 43Q: 3 clusters Score -4496119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4496119.000000 Penalty: 5266.651855
	Iteration 44F: 3 clusters Score -4496119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 35727 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 493 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 2963 members 
Mstep: Class 40 contains 34370 members 
Entering Unmasked Estep 
Score: -110911920.000000 Penalty: 137178.328125
Splitting cluster 31 changes total score from -110909376.000000 to -110911920.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 147909 members 
Mstep: Class 10 contains 40730 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 37310 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 18 contains 47121 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 73820 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 111341 members 
Mstep: Class 27 contains 293689 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 35727 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 38. Lose 2616.188232 but Gain 3429.453125
Score: -110915088.000000 Penalty: 133748.875000
Iteration 79Q: 40 clusters Score -1.109151e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 2897 members 
Mstep: Class 4 contains 48555 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 16301 members 
Mstep: Class 9 contains 147856 members 
Mstep: Class 10 contains 41406 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 14903 members 
Mstep: Class 13 contains 16558 members 
Mstep: Class 14 contains 23016 members 
Mstep: Class 15 contains 37389 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 47108 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 73800 members 
Mstep: Class 21 contains 2727 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 111422 members 
Mstep: Class 27 contains 293772 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 35781 members 
Mstep: Class 30 contains 5362 members 
Mstep: Class 31 contains 6682 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1859 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 4063 members 
Mstep: Class 36 contains 470 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 39 contains 2955 members 
Mstep: Class 40 contains 33329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918008.000000 Penalty: 133748.875000
Iteration 80F: 40 clusters Score -1.10918e+08 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 48545 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 16316 members 
Mstep: Class 9 contains 147772 members 
Mstep: Class 10 contains 40953 members 
Mstep: Class 11 contains 2779 members 
Mstep: Class 12 contains 14802 members 
Mstep: Class 13 contains 16489 members 
Mstep: Class 14 contains 22974 members 
Mstep: Class 15 contains 37419 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 47125 members 
Mstep: Class 19 contains 1988 members 
Mstep: Class 20 contains 73768 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 2823 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 111434 members 
Mstep: Class 27 contains 293806 members 
Mstep: Class 28 contains 1357 members 
Mstep: Class 29 contains 35331 members 
Mstep: Class 30 contains 5311 members 
Mstep: Class 31 contains 6737 members 
Mstep: Class 32 contains 392 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 4424 members 
Mstep: Class 36 contains 500 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 33605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919104.000000 Penalty: 133748.875000
Iteration 81Q: 40 clusters Score -1.109191e+08 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 699 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 48548 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 147675 members 
Mstep: Class 10 contains 40684 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 16441 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 37432 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 47128 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 73747 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 3484 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111464 members 
Mstep: Class 27 contains 293868 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 34994 members 
Mstep: Class 30 contains 5283 members 
Mstep: Class 31 contains 6808 members 
Mstep: Class 32 contains 390 members 
Mstep: Class 33 contains 1915 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 4638 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 33710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919584.000000 Penalty: 133748.875000
Iteration 82Q: 40 clusters Score -1.109196e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 48544 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 16340 members 
Mstep: Class 9 contains 147545 members 
Mstep: Class 10 contains 40493 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 16419 members 
Mstep: Class 14 contains 22862 members 
Mstep: Class 15 contains 37458 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 47114 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 73731 members 
Mstep: Class 21 contains 2893 members 
Mstep: Class 22 contains 3490 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111497 members 
Mstep: Class 27 contains 294009 members 
Mstep: Class 28 contains 1370 members 
Mstep: Class 29 contains 34699 members 
Mstep: Class 30 contains 5271 members 
Mstep: Class 31 contains 6865 members 
Mstep: Class 32 contains 390 members 
Mstep: Class 33 contains 1928 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 512 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3080 members 
Mstep: Class 40 contains 33698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920160.000000 Penalty: 133748.875000
Iteration 83Q: 40 clusters Score -1.109202e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 4 contains 48530 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 147428 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 2998 members 
Mstep: Class 12 contains 14636 members 
Mstep: Class 13 contains 16389 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 37473 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 18 contains 47107 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 73724 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 3485 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111509 members 
Mstep: Class 27 contains 294110 members 
Mstep: Class 28 contains 1373 members 
Mstep: Class 29 contains 34490 members 
Mstep: Class 30 contains 5262 members 
Mstep: Class 31 contains 6916 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 4946 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3111 members 
Mstep: Class 40 contains 33691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920536.000000 Penalty: 133748.875000
Iteration 84Q: 40 clusters Score -1.109205e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 48529 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 147321 members 
Mstep: Class 10 contains 40280 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 14604 members 
Mstep: Class 13 contains 16371 members 
Mstep: Class 14 contains 22757 members 
Mstep: Class 15 contains 37476 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16634 members 
Mstep: Class 18 contains 47103 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 73719 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 3456 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111523 members 
Mstep: Class 27 contains 294176 members 
Mstep: Class 28 contains 1375 members 
Mstep: Class 29 contains 34343 members 
Mstep: Class 30 contains 5261 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5046 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 33683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920992.000000 Penalty: 133748.875000
Iteration 85Q: 40 clusters Score -1.10921e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 48532 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 16434 members 
Mstep: Class 9 contains 147243 members 
Mstep: Class 10 contains 40194 members 
Mstep: Class 11 contains 3044 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 37488 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 47098 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 73726 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 3436 members 
Mstep: Class 23 contains 2834 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111545 members 
Mstep: Class 27 contains 294168 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 34241 members 
Mstep: Class 30 contains 5259 members 
Mstep: Class 31 contains 7014 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1950 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5133 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3150 members 
Mstep: Class 40 contains 33668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921072.000000 Penalty: 133748.875000
Iteration 86Q: 40 clusters Score -1.109211e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 48530 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7014 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 147169 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 3067 members 
Mstep: Class 12 contains 14560 members 
Mstep: Class 13 contains 16355 members 
Mstep: Class 14 contains 22680 members 
Mstep: Class 15 contains 37503 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16640 members 
Mstep: Class 18 contains 47096 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 73721 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 3420 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111558 members 
Mstep: Class 27 contains 294204 members 
Mstep: Class 28 contains 1375 members 
Mstep: Class 29 contains 34157 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7056 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1954 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3157 members 
Mstep: Class 40 contains 33651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921472.000000 Penalty: 133748.875000
Iteration 87Q: 40 clusters Score -1.109215e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 781 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 48529 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 16498 members 
Mstep: Class 9 contains 147112 members 
Mstep: Class 10 contains 40066 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 14538 members 
Mstep: Class 13 contains 16342 members 
Mstep: Class 14 contains 22651 members 
Mstep: Class 15 contains 37505 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 47095 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 73715 members 
Mstep: Class 21 contains 2983 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111571 members 
Mstep: Class 27 contains 294232 members 
Mstep: Class 28 contains 1377 members 
Mstep: Class 29 contains 34086 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7076 members 
Mstep: Class 32 contains 392 members 
Mstep: Class 33 contains 1956 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3166 members 
Mstep: Class 40 contains 33639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921680.000000 Penalty: 133748.875000
Iteration 88Q: 40 clusters Score -1.109217e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 48535 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 16510 members 
Mstep: Class 9 contains 147028 members 
Mstep: Class 10 contains 40039 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 16326 members 
Mstep: Class 14 contains 22635 members 
Mstep: Class 15 contains 37519 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16640 members 
Mstep: Class 18 contains 47088 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73701 members 
Mstep: Class 21 contains 2988 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111584 members 
Mstep: Class 27 contains 294285 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 34056 members 
Mstep: Class 30 contains 5249 members 
Mstep: Class 31 contains 7096 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5271 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3174 members 
Mstep: Class 40 contains 33619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921776.000000 Penalty: 133748.875000
Iteration 89Q: 40 clusters Score -1.109218e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 48535 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 16533 members 
Mstep: Class 9 contains 146936 members 
Mstep: Class 10 contains 40012 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 14490 members 
Mstep: Class 13 contains 16316 members 
Mstep: Class 14 contains 22611 members 
Mstep: Class 15 contains 37534 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16638 members 
Mstep: Class 18 contains 47085 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73703 members 
Mstep: Class 21 contains 2995 members 
Mstep: Class 22 contains 3412 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111592 members 
Mstep: Class 27 contains 294323 members 
Mstep: Class 28 contains 1379 members 
Mstep: Class 29 contains 34038 members 
Mstep: Class 30 contains 5248 members 
Mstep: Class 31 contains 7121 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5292 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3177 members 
Mstep: Class 40 contains 33600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922040.000000 Penalty: 133748.875000
Iteration 90Q: 40 clusters Score -1.10922e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 48550 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 16545 members 
Mstep: Class 9 contains 146809 members 
Mstep: Class 10 contains 39999 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 16308 members 
Mstep: Class 14 contains 22595 members 
Mstep: Class 15 contains 37547 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 47086 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73707 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 3416 members 
Mstep: Class 23 contains 2846 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111593 members 
Mstep: Class 27 contains 294393 members 
Mstep: Class 28 contains 1379 members 
Mstep: Class 29 contains 33993 members 
Mstep: Class 30 contains 5252 members 
Mstep: Class 31 contains 7141 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3177 members 
Mstep: Class 40 contains 33599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921992.000000 Penalty: 133748.875000
Iteration 91Q: 40 clusters Score -1.10922e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 48559 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 16549 members 
Mstep: Class 9 contains 146697 members 
Mstep: Class 10 contains 39968 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 14432 members 
Mstep: Class 13 contains 16299 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 37567 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16638 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73719 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111597 members 
Mstep: Class 27 contains 294464 members 
Mstep: Class 28 contains 1379 members 
Mstep: Class 29 contains 33965 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7158 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3178 members 
Mstep: Class 40 contains 33592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922040.000000 Penalty: 133748.875000
Iteration 92Q: 40 clusters Score -1.10922e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 4300 members 
Mstep: Class 4 contains 48567 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 16551 members 
Mstep: Class 9 contains 146523 members 
Mstep: Class 10 contains 39949 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 14413 members 
Mstep: Class 13 contains 16294 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 37577 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73738 members 
Mstep: Class 21 contains 3000 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111595 members 
Mstep: Class 27 contains 294601 members 
Mstep: Class 28 contains 1379 members 
Mstep: Class 29 contains 33942 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7183 members 
Mstep: Class 32 contains 394 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3178 members 
Mstep: Class 40 contains 33576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921936.000000 Penalty: 133748.875000
Iteration 93Q: 40 clusters Score -1.109219e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 48568 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7023 members 
Mstep: Class 8 contains 16556 members 
Mstep: Class 9 contains 146354 members 
Mstep: Class 10 contains 39930 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 14391 members 
Mstep: Class 13 contains 16292 members 
Mstep: Class 14 contains 22552 members 
Mstep: Class 15 contains 37593 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16638 members 
Mstep: Class 18 contains 47077 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73754 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 22 contains 3416 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111604 members 
Mstep: Class 27 contains 294729 members 
Mstep: Class 28 contains 1380 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3178 members 
Mstep: Class 40 contains 33566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922144.000000 Penalty: 133748.875000
Iteration 94Q: 40 clusters Score -1.109221e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 4357 members 
Mstep: Class 4 contains 48579 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7025 members 
Mstep: Class 8 contains 16562 members 
Mstep: Class 9 contains 146202 members 
Mstep: Class 10 contains 39908 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 16288 members 
Mstep: Class 14 contains 22544 members 
Mstep: Class 15 contains 37608 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16637 members 
Mstep: Class 18 contains 47075 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73768 members 
Mstep: Class 21 contains 3007 members 
Mstep: Class 22 contains 3418 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111611 members 
Mstep: Class 27 contains 294824 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 33916 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7226 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5377 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3179 members 
Mstep: Class 40 contains 33564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922064.000000 Penalty: 133748.875000
Iteration 95Q: 40 clusters Score -1.109221e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 48581 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 146075 members 
Mstep: Class 10 contains 39894 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 14352 members 
Mstep: Class 13 contains 16285 members 
Mstep: Class 14 contains 22524 members 
Mstep: Class 15 contains 37613 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 18 contains 47070 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73791 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3420 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111612 members 
Mstep: Class 27 contains 294934 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 33896 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7245 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5387 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922184.000000 Penalty: 133748.875000
Iteration 96Q: 40 clusters Score -1.109222e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 48581 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 145953 members 
Mstep: Class 10 contains 39887 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 16278 members 
Mstep: Class 14 contains 22510 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16630 members 
Mstep: Class 18 contains 47065 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73816 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3413 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111612 members 
Mstep: Class 27 contains 295026 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7264 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5399 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3183 members 
Mstep: Class 40 contains 33561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922240.000000 Penalty: 133748.875000
Iteration 97Q: 40 clusters Score -1.109222e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 48590 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7034 members 
Mstep: Class 8 contains 16574 members 
Mstep: Class 9 contains 145826 members 
Mstep: Class 10 contains 39870 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 14333 members 
Mstep: Class 13 contains 16276 members 
Mstep: Class 14 contains 22496 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16630 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73827 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3410 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111610 members 
Mstep: Class 27 contains 295128 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 33881 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7276 members 
Mstep: Class 32 contains 410 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5416 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922256.000000 Penalty: 133748.875000
Iteration 98Q: 40 clusters Score -1.109223e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 48599 members 
Mstep: Class 5 contains 2834 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 145685 members 
Mstep: Class 10 contains 39848 members 
Mstep: Class 11 contains 3195 members 
Mstep: Class 12 contains 14326 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 22488 members 
Mstep: Class 15 contains 37649 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16631 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73847 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3407 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111614 members 
Mstep: Class 27 contains 295233 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7292 members 
Mstep: Class 32 contains 418 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5427 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922416.000000 Penalty: 133748.875000
Iteration 99Q: 40 clusters Score -1.109224e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 48615 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7044 members 
Mstep: Class 8 contains 16588 members 
Mstep: Class 9 contains 145525 members 
Mstep: Class 10 contains 39841 members 
Mstep: Class 11 contains 3195 members 
Mstep: Class 12 contains 14309 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 22464 members 
Mstep: Class 15 contains 37657 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73853 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3411 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111620 members 
Mstep: Class 27 contains 295372 members 
Mstep: Class 28 contains 1382 members 
Mstep: Class 29 contains 33868 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7306 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5433 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3186 members 
Mstep: Class 40 contains 33549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922632.000000 Penalty: 133748.875000
Iteration 100F: 40 clusters Score -1.109226e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 48637 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 16592 members 
Mstep: Class 9 contains 145390 members 
Mstep: Class 10 contains 39828 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 22452 members 
Mstep: Class 15 contains 37665 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 18 contains 47042 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73868 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3409 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111620 members 
Mstep: Class 27 contains 295466 members 
Mstep: Class 28 contains 1382 members 
Mstep: Class 29 contains 33868 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7316 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5440 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922672.000000 Penalty: 133748.875000
Iteration 101Q: 40 clusters Score -1.109227e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 48658 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7058 members 
Mstep: Class 8 contains 16597 members 
Mstep: Class 9 contains 145281 members 
Mstep: Class 10 contains 39819 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14285 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 22439 members 
Mstep: Class 15 contains 37661 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16634 members 
Mstep: Class 18 contains 47038 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73886 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3409 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111615 members 
Mstep: Class 27 contains 295546 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 33870 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7325 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5442 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3183 members 
Mstep: Class 40 contains 33557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922944.000000 Penalty: 133748.875000
Iteration 102Q: 40 clusters Score -1.109229e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48672 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16601 members 
Mstep: Class 9 contains 145172 members 
Mstep: Class 10 contains 39813 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14271 members 
Mstep: Class 13 contains 16273 members 
Mstep: Class 14 contains 22423 members 
Mstep: Class 15 contains 37664 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 47041 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73896 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111613 members 
Mstep: Class 27 contains 295636 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33868 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7333 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5443 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922960.000000 Penalty: 133748.875000
Iteration 103Q: 40 clusters Score -1.10923e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48683 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16607 members 
Mstep: Class 9 contains 145078 members 
Mstep: Class 10 contains 39808 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14253 members 
Mstep: Class 13 contains 16272 members 
Mstep: Class 14 contains 22409 members 
Mstep: Class 15 contains 37667 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16634 members 
Mstep: Class 18 contains 47043 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73904 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3407 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111611 members 
Mstep: Class 27 contains 295717 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7339 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5445 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922912.000000 Penalty: 133748.875000
Iteration 104Q: 40 clusters Score -1.109229e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48698 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16613 members 
Mstep: Class 9 contains 144982 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14239 members 
Mstep: Class 13 contains 16271 members 
Mstep: Class 14 contains 22395 members 
Mstep: Class 15 contains 37672 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73910 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111609 members 
Mstep: Class 27 contains 295792 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7347 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5446 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922816.000000 Penalty: 133748.875000
Iteration 105Q: 40 clusters Score -1.109228e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48713 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16616 members 
Mstep: Class 9 contains 144883 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14219 members 
Mstep: Class 13 contains 16270 members 
Mstep: Class 14 contains 22375 members 
Mstep: Class 15 contains 37681 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16639 members 
Mstep: Class 18 contains 47047 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73924 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111610 members 
Mstep: Class 27 contains 295859 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33882 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7352 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5448 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922760.000000 Penalty: 133748.875000
Iteration 106Q: 40 clusters Score -1.109228e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48720 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 144771 members 
Mstep: Class 10 contains 39791 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 12 contains 14202 members 
Mstep: Class 13 contains 16269 members 
Mstep: Class 14 contains 22349 members 
Mstep: Class 15 contains 37693 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 47049 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73930 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3407 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111612 members 
Mstep: Class 27 contains 295960 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33884 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7356 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5452 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922712.000000 Penalty: 133748.875000
Iteration 107Q: 40 clusters Score -1.109227e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48737 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16624 members 
Mstep: Class 9 contains 144671 members 
Mstep: Class 10 contains 39788 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 14187 members 
Mstep: Class 13 contains 16270 members 
Mstep: Class 14 contains 22321 members 
Mstep: Class 15 contains 37692 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 47051 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73938 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3407 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111614 members 
Mstep: Class 27 contains 296047 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33884 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7362 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5458 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922568.000000 Penalty: 133748.875000
Iteration 108Q: 40 clusters Score -1.109226e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48749 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16633 members 
Mstep: Class 9 contains 144582 members 
Mstep: Class 10 contains 39785 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 12 contains 14172 members 
Mstep: Class 13 contains 16269 members 
Mstep: Class 14 contains 22295 members 
Mstep: Class 15 contains 37697 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16643 members 
Mstep: Class 18 contains 47051 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73947 members 
Mstep: Class 21 contains 3010 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111618 members 
Mstep: Class 27 contains 296118 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33884 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7366 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5462 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922440.000000 Penalty: 133748.875000
Iteration 109Q: 40 clusters Score -1.109224e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48763 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16635 members 
Mstep: Class 9 contains 144520 members 
Mstep: Class 10 contains 39774 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 12 contains 14164 members 
Mstep: Class 13 contains 16268 members 
Mstep: Class 14 contains 22273 members 
Mstep: Class 15 contains 37699 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73964 members 
Mstep: Class 21 contains 3010 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2867 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111618 members 
Mstep: Class 27 contains 296175 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33886 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7371 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922448.000000 Penalty: 133748.875000
Iteration 110Q: 40 clusters Score -1.109224e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48768 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 144464 members 
Mstep: Class 10 contains 39763 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 14 contains 22247 members 
Mstep: Class 15 contains 37697 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16643 members 
Mstep: Class 18 contains 47043 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 73987 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111621 members 
Mstep: Class 27 contains 296220 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33887 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7378 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5475 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3182 members 
Mstep: Class 40 contains 33628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922352.000000 Penalty: 133748.875000
Iteration 111Q: 40 clusters Score -1.109224e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48778 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16650 members 
Mstep: Class 9 contains 144387 members 
Mstep: Class 10 contains 39763 members 
Mstep: Class 11 contains 3203 members 
Mstep: Class 12 contains 14163 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 14 contains 22222 members 
Mstep: Class 15 contains 37692 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16646 members 
Mstep: Class 18 contains 47039 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74011 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3404 members 
Mstep: Class 23 contains 2871 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111626 members 
Mstep: Class 27 contains 296275 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33889 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7382 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5479 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3183 members 
Mstep: Class 40 contains 33627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922336.000000 Penalty: 133748.875000
Iteration 112Q: 40 clusters Score -1.109223e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48793 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 9 contains 144326 members 
Mstep: Class 10 contains 39763 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 14161 members 
Mstep: Class 13 contains 16264 members 
Mstep: Class 14 contains 22205 members 
Mstep: Class 15 contains 37694 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16650 members 
Mstep: Class 18 contains 47034 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74025 members 
Mstep: Class 21 contains 3007 members 
Mstep: Class 22 contains 3402 members 
Mstep: Class 23 contains 2872 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111628 members 
Mstep: Class 27 contains 296308 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7385 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5479 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922264.000000 Penalty: 133748.875000
Iteration 113Q: 40 clusters Score -1.109223e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48803 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16675 members 
Mstep: Class 9 contains 144253 members 
Mstep: Class 10 contains 39761 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14160 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 22196 members 
Mstep: Class 15 contains 37692 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16650 members 
Mstep: Class 18 contains 47032 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74044 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 3400 members 
Mstep: Class 23 contains 2874 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111630 members 
Mstep: Class 27 contains 296345 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33887 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7390 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5478 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922272.000000 Penalty: 133748.875000
Iteration 114Q: 40 clusters Score -1.109223e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48815 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16686 members 
Mstep: Class 9 contains 144181 members 
Mstep: Class 10 contains 39752 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14160 members 
Mstep: Class 13 contains 16259 members 
Mstep: Class 14 contains 22193 members 
Mstep: Class 15 contains 37687 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16651 members 
Mstep: Class 18 contains 47027 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74050 members 
Mstep: Class 21 contains 3010 members 
Mstep: Class 22 contains 3397 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111628 members 
Mstep: Class 27 contains 296402 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7402 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922288.000000 Penalty: 133748.875000
Iteration 115Q: 40 clusters Score -1.109223e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48825 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16689 members 
Mstep: Class 9 contains 144134 members 
Mstep: Class 10 contains 39747 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14155 members 
Mstep: Class 13 contains 16258 members 
Mstep: Class 14 contains 22186 members 
Mstep: Class 15 contains 37689 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16651 members 
Mstep: Class 18 contains 47020 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74063 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111629 members 
Mstep: Class 27 contains 296441 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33890 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7409 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922216.000000 Penalty: 133748.875000
Iteration 116Q: 40 clusters Score -1.109222e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48825 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16693 members 
Mstep: Class 9 contains 144096 members 
Mstep: Class 10 contains 39750 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 16260 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 37693 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16652 members 
Mstep: Class 18 contains 47016 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74073 members 
Mstep: Class 21 contains 3010 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111631 members 
Mstep: Class 27 contains 296466 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 33889 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7413 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922176.000000 Penalty: 133748.875000
Iteration 117Q: 40 clusters Score -1.109222e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48833 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16693 members 
Mstep: Class 9 contains 144050 members 
Mstep: Class 10 contains 39747 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 16260 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 37704 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16654 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74080 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111630 members 
Mstep: Class 27 contains 296494 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922160.000000 Penalty: 133748.875000
Iteration 118Q: 40 clusters Score -1.109222e+08 nChanged 190
Entering ConstructFrom: 
Score: -110922160.000000 Penalty: 133748.875000
Entering ConstructFrom: 
Trying to split cluster 1 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -48856.929688 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -48856.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47369.007812 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -47369.01 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47977.742188 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -47977.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48242.398438 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -48242.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -48459.515625 Penalty: 3164.540771
	Iteration 3F: 3 clusters Score -48459.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48738.074219 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -48738.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48890.871094 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -48890.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -49048.558594 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -49048.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49134.945312 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -49134.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49223.152344 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -49223.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49302.605469 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -49302.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49401.433594 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -49401.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49425.132812 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -49425.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49429.894531 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -49429.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49430.914062 Penalty: 3164.540771
	Iteration 13F: 3 clusters Score -49430.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49485.398438 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -49485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49605.093750 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -49605.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49611.585938 Penalty: 3164.540771
	Iteration 16Q: 3 clusters Score -49611.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49622.945312 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -49622.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49626.656250 Penalty: 3164.540771
	Iteration 18Q: 3 clusters Score -49626.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49634.769531 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -49634.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49646.476562 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -49646.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48842 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16694 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 22176 members 
Mstep: Class 15 contains 37715 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16655 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74093 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111631 members 
Mstep: Class 27 contains 296508 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 436 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33629 members 
Entering Unmasked Estep 
Score: -110921104.000000 Penalty: 137178.328125
Splitting cluster 1 changes total score from -110922160.000000 to -110921104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -67999.742188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -67999.74 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 352 members 
Entering Unmasked Estep 
Score: -66350.046875 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -66350.05 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66807.390625 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -66807.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66988.671875 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -66988.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67145.218750 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -67145.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67235.031250 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -67235.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67305.000000 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -67305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67372.195312 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -67372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67397.117188 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -67397.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67452.632812 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -67452.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67480.679688 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -67480.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67502.992188 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -67502.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67514.570312 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -67514.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67531.640625 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -67531.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67549.921875 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -67549.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67564.250000 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -67564.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67569.914062 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -67569.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67580.851562 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -67580.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67597.585938 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -67597.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67615.554688 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -67615.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67621.664062 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -67621.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67625.796875 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -67625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67626.460938 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -67626.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67626.460938 Penalty: 3274.210205
	Iteration 22F: 3 clusters Score -67626.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -489924.125000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -489924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -485762.843750 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -485762.8 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -486656.625000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -486656.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -486830.281250 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -486830.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -486930.968750 Penalty: 4164.940430
	Iteration 3Q: 3 clusters Score -486931 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -487007.812500 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -487007.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -487064.500000 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -487064.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -487111.625000 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -487111.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -487139.593750 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -487139.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -487160.625000 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -487160.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -487176.687500 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -487176.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -487189.718750 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -487189.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -487202.625000 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -487202.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -487213.187500 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -487213.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -487222.343750 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -487222.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -487230.562500 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -487230.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -487238.343750 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -487238.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -487245.406250 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -487245.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -487249.062500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -487249.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -487251.218750 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -487251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -487251.343750 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -487251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -487252.062500 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -487252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -487254.281250 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -487254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -487258.062500 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -487258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -487263.281250 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -487263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -487266.312500 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -487266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -487270.687500 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -487270.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -487272.906250 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -487272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -487274.656250 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -487274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -487279.437500 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -487279.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -487281.593750 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -487281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -487283.687500 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -487283.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -487286.000000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -487286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -487289.281250 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -487289.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -487290.156250 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -487290.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -487292.625000 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -487292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -487293.812500 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -487293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -487295.437500 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -487295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -487297.406250 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -487297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -487298.843750 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -487298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -487301.406250 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -487301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -487301.906250 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -487301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -487307.125000 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -487307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -487309.562500 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -487309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -487312.750000 Penalty: 4164.940430
	Iteration 43Q: 3 clusters Score -487312.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -487316.312500 Penalty: 4164.940430
	Iteration 44Q: 3 clusters Score -487316.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -487320.468750 Penalty: 4164.940430
	Iteration 45Q: 3 clusters Score -487320.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -487322.156250 Penalty: 4164.940430
	Iteration 46Q: 3 clusters Score -487322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -487324.968750 Penalty: 4164.940430
	Iteration 47Q: 3 clusters Score -487325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -487327.031250 Penalty: 4164.940430
	Iteration 48Q: 3 clusters Score -487327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -487328.812500 Penalty: 4164.940430
	Iteration 49Q: 3 clusters Score -487328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -487329.812500 Penalty: 4164.940430
	Iteration 50Q: 3 clusters Score -487329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -487331.750000 Penalty: 4164.940430
	Iteration 51Q: 3 clusters Score -487331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -487333.031250 Penalty: 4164.940430
	Iteration 52Q: 3 clusters Score -487333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -487335.062500 Penalty: 4164.940430
	Iteration 53Q: 3 clusters Score -487335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -487336.531250 Penalty: 4164.940430
	Iteration 54Q: 3 clusters Score -487336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -487340.312500 Penalty: 4164.940430
	Iteration 55Q: 3 clusters Score -487340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -487342.250000 Penalty: 4164.940430
	Iteration 56Q: 3 clusters Score -487342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -487345.281250 Penalty: 4164.940430
	Iteration 57Q: 3 clusters Score -487345.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -487350.281250 Penalty: 4164.940430
	Iteration 58Q: 3 clusters Score -487350.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -487355.656250 Penalty: 4164.940430
	Iteration 59Q: 3 clusters Score -487355.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -487359.968750 Penalty: 4164.940430
	Iteration 60F: 3 clusters Score -487360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -487366.125000 Penalty: 4164.940430
	Iteration 61Q: 3 clusters Score -487366.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -487371.812500 Penalty: 4164.940430
	Iteration 62Q: 3 clusters Score -487371.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -487376.718750 Penalty: 4164.940430
	Iteration 63Q: 3 clusters Score -487376.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -487383.281250 Penalty: 4164.940430
	Iteration 64Q: 3 clusters Score -487383.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -487389.187500 Penalty: 4164.940430
	Iteration 65Q: 3 clusters Score -487389.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -487394.125000 Penalty: 4164.940430
	Iteration 66Q: 3 clusters Score -487394.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -487399.656250 Penalty: 4164.940430
	Iteration 67Q: 3 clusters Score -487399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -487402.812500 Penalty: 4164.940430
	Iteration 68Q: 3 clusters Score -487402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -487407.656250 Penalty: 4164.940430
	Iteration 69Q: 3 clusters Score -487407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -487410.531250 Penalty: 4164.940430
	Iteration 70Q: 3 clusters Score -487410.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -487416.406250 Penalty: 4164.940430
	Iteration 71Q: 3 clusters Score -487416.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -487423.062500 Penalty: 4164.940430
	Iteration 72Q: 3 clusters Score -487423.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -487432.375000 Penalty: 4164.940430
	Iteration 73Q: 3 clusters Score -487432.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -487441.562500 Penalty: 4164.940430
	Iteration 74Q: 3 clusters Score -487441.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -487451.718750 Penalty: 4164.940430
	Iteration 75Q: 3 clusters Score -487451.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -487464.781250 Penalty: 4164.940430
	Iteration 76Q: 3 clusters Score -487464.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -487485.906250 Penalty: 4164.940430
	Iteration 77Q: 3 clusters Score -487485.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -487513.218750 Penalty: 4164.940430
	Iteration 78Q: 3 clusters Score -487513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -487533.937500 Penalty: 4164.940430
	Iteration 79Q: 3 clusters Score -487533.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -487554.343750 Penalty: 4164.940430
	Iteration 80F: 3 clusters Score -487554.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -487580.281250 Penalty: 4164.940430
	Iteration 81Q: 3 clusters Score -487580.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -487611.500000 Penalty: 4164.940430
	Iteration 82Q: 3 clusters Score -487611.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -487639.531250 Penalty: 4164.940430
	Iteration 83Q: 3 clusters Score -487639.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -487666.750000 Penalty: 4164.940430
	Iteration 84Q: 3 clusters Score -487666.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -487693.468750 Penalty: 4164.940430
	Iteration 85Q: 3 clusters Score -487693.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -487721.531250 Penalty: 4164.940430
	Iteration 86Q: 3 clusters Score -487721.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -487748.625000 Penalty: 4164.940430
	Iteration 87Q: 3 clusters Score -487748.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -487777.593750 Penalty: 4164.940430
	Iteration 88Q: 3 clusters Score -487777.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -487809.375000 Penalty: 4164.940430
	Iteration 89Q: 3 clusters Score -487809.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -487832.062500 Penalty: 4164.940430
	Iteration 90Q: 3 clusters Score -487832.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -487855.031250 Penalty: 4164.940430
	Iteration 91Q: 3 clusters Score -487855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -487875.562500 Penalty: 4164.940430
	Iteration 92Q: 3 clusters Score -487875.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -487895.718750 Penalty: 4164.940430
	Iteration 93Q: 3 clusters Score -487895.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -487911.312500 Penalty: 4164.940430
	Iteration 94Q: 3 clusters Score -487911.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -487926.500000 Penalty: 4164.940430
	Iteration 95Q: 3 clusters Score -487926.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -487939.562500 Penalty: 4164.940430
	Iteration 96Q: 3 clusters Score -487939.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -487953.562500 Penalty: 4164.940430
	Iteration 97Q: 3 clusters Score -487953.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -487968.906250 Penalty: 4164.940430
	Iteration 98Q: 3 clusters Score -487968.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -487983.062500 Penalty: 4164.940430
	Iteration 99Q: 3 clusters Score -487983.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -487994.875000 Penalty: 4164.940430
	Iteration 100F: 3 clusters Score -487994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -488003.250000 Penalty: 4164.940430
	Iteration 101Q: 3 clusters Score -488003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -488014.468750 Penalty: 4164.940430
	Iteration 102Q: 3 clusters Score -488014.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -488028.906250 Penalty: 4164.940430
	Iteration 103Q: 3 clusters Score -488028.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -488045.406250 Penalty: 4164.940430
	Iteration 104Q: 3 clusters Score -488045.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -488065.187500 Penalty: 4164.940430
	Iteration 105Q: 3 clusters Score -488065.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -488097.531250 Penalty: 4164.940430
	Iteration 106Q: 3 clusters Score -488097.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -488125.062500 Penalty: 4164.940430
	Iteration 107Q: 3 clusters Score -488125.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -488154.718750 Penalty: 4164.940430
	Iteration 108Q: 3 clusters Score -488154.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -488186.687500 Penalty: 4164.940430
	Iteration 109Q: 3 clusters Score -488186.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -488210.093750 Penalty: 4164.940430
	Iteration 110Q: 3 clusters Score -488210.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -488227.875000 Penalty: 4164.940430
	Iteration 111Q: 3 clusters Score -488227.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -488240.375000 Penalty: 4164.940430
	Iteration 112Q: 3 clusters Score -488240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -488254.937500 Penalty: 4164.940430
	Iteration 113Q: 3 clusters Score -488254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -488271.093750 Penalty: 4164.940430
	Iteration 114Q: 3 clusters Score -488271.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -488282.750000 Penalty: 4164.940430
	Iteration 115Q: 3 clusters Score -488282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -488291.687500 Penalty: 4164.940430
	Iteration 116Q: 3 clusters Score -488291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -488293.062500 Penalty: 4164.940430
	Iteration 117Q: 3 clusters Score -488293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -488298.625000 Penalty: 4164.940430
	Iteration 118Q: 3 clusters Score -488298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -488302.562500 Penalty: 4164.940430
	Iteration 119Q: 3 clusters Score -488302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -488307.312500 Penalty: 4164.940430
	Iteration 120F: 3 clusters Score -488307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -488310.281250 Penalty: 4164.940430
	Iteration 121Q: 3 clusters Score -488310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -488314.781250 Penalty: 4164.940430
	Iteration 122Q: 3 clusters Score -488314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -488319.031250 Penalty: 4164.940430
	Iteration 123Q: 3 clusters Score -488319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -488324.125000 Penalty: 4164.940430
	Iteration 124Q: 3 clusters Score -488324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -488325.125000 Penalty: 4164.940430
	Iteration 125Q: 3 clusters Score -488325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -488328.750000 Penalty: 4164.940430
	Iteration 126Q: 3 clusters Score -488328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -488330.062500 Penalty: 4164.940430
	Iteration 127Q: 3 clusters Score -488330.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -488329.656250 Penalty: 4164.940430
	Iteration 128Q: 3 clusters Score -488329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -488329.656250 Penalty: 4164.940430
	Iteration 129F: 3 clusters Score -488329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Entering Unmasked Estep 
Score: -5405337.500000 Penalty: 2677.493652
	Iteration 0F: 2 clusters Score -5405338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -5372423.500000 Penalty: 5354.987305
	Iteration 0F: 3 clusters Score -5372424 nChanged 22526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -5384711.000000 Penalty: 5354.987305
	Iteration 1F: 3 clusters Score -5384711 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -5385186.000000 Penalty: 5354.987305
	Iteration 2Q: 3 clusters Score -5385186 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5385613.500000 Penalty: 5354.987305
	Iteration 3Q: 3 clusters Score -5385614 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5385994.500000 Penalty: 5354.987305
	Iteration 4Q: 3 clusters Score -5385994 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5386396.500000 Penalty: 5354.987305
	Iteration 5Q: 3 clusters Score -5386396 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -5386889.000000 Penalty: 5354.987305
	Iteration 6Q: 3 clusters Score -5386889 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -5387571.500000 Penalty: 5354.987305
	Iteration 7Q: 3 clusters Score -5387572 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5388614.500000 Penalty: 5354.987305
	Iteration 8Q: 3 clusters Score -5388614 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -5390124.000000 Penalty: 5354.987305
	Iteration 9F: 3 clusters Score -5390124 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5392345.500000 Penalty: 5354.987305
	Iteration 10F: 3 clusters Score -5392346 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5394977.500000 Penalty: 5354.987305
	Iteration 11F: 3 clusters Score -5394978 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5397491.500000 Penalty: 5354.987305
	Iteration 12F: 3 clusters Score -5397492 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5399513.000000 Penalty: 5354.987305
	Iteration 13Q: 3 clusters Score -5399513 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -5400997.500000 Penalty: 5354.987305
	Iteration 14Q: 3 clusters Score -5400998 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -5401961.000000 Penalty: 5354.987305
	Iteration 15Q: 3 clusters Score -5401961 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -5402492.500000 Penalty: 5354.987305
	Iteration 16Q: 3 clusters Score -5402492 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -5402716.000000 Penalty: 5354.987305
	Iteration 17Q: 3 clusters Score -5402716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -5402860.500000 Penalty: 5354.987305
	Iteration 18Q: 3 clusters Score -5402860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -5402925.500000 Penalty: 5354.987305
	Iteration 19Q: 3 clusters Score -5402926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -5402970.500000 Penalty: 5354.987305
	Iteration 20F: 3 clusters Score -5402970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -5402997.000000 Penalty: 5354.987305
	Iteration 21Q: 3 clusters Score -5402997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -5403009.000000 Penalty: 5354.987305
	Iteration 22Q: 3 clusters Score -5403009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -5403015.000000 Penalty: 5354.987305
	Iteration 23Q: 3 clusters Score -5403015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -5403017.000000 Penalty: 5354.987305
	Iteration 24Q: 3 clusters Score -5403017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -5403023.000000 Penalty: 5354.987305
	Iteration 25Q: 3 clusters Score -5403023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -5403027.000000 Penalty: 5354.987305
	Iteration 26Q: 3 clusters Score -5403027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -5403028.500000 Penalty: 5354.987305
	Iteration 27Q: 3 clusters Score -5403028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -5403026.500000 Penalty: 5354.987305
	Iteration 28Q: 3 clusters Score -5403026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -5403033.000000 Penalty: 5354.987305
	Iteration 29Q: 3 clusters Score -5403033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -5403033.000000 Penalty: 5354.987305
	Iteration 30F: 3 clusters Score -5403033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -320691.343750 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -320691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -317529.375000 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -317529.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -318153.687500 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -318153.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -318323.687500 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -318323.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -318414.593750 Penalty: 3945.194336
	Iteration 3F: 3 clusters Score -318414.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -318466.062500 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -318466.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -318500.218750 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -318500.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -318523.968750 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -318524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -318536.343750 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -318536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -318551.125000 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -318551.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -318563.437500 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -318563.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -318571.968750 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -318572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -318578.312500 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -318578.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -318585.437500 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -318585.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -318591.875000 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -318591.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318598.625000 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -318598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318602.062500 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -318602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -318605.093750 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -318605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -318608.218750 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -318608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -318608.437500 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -318608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -318611.093750 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -318611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -318612.218750 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -318612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -318618.468750 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -318618.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -318623.093750 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -318623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -318627.875000 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -318627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -318629.406250 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -318629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -318631.000000 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -318631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -318630.875000 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -318630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -318630.875000 Penalty: 3945.194336
	Iteration 27F: 3 clusters Score -318630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32465.027344 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32465.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32598.031250 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32598.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32667.939453 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -32667.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32746.714844 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32746.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32813.269531 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32813.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32846.421875 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -32846.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32876.121094 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -32876.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32895.820312 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -32895.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32938.328125 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -32938.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33002.156250 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -33002.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33085.355469 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -33085.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33107.945312 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -33107.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33127.039062 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -33127.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33151.308594 Penalty: 2946.324951
	Iteration 13Q: 3 clusters Score -33151.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33159.027344 Penalty: 2946.324951
	Iteration 14Q: 3 clusters Score -33159.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33164.242188 Penalty: 2946.324951
	Iteration 15Q: 3 clusters Score -33164.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33168.066406 Penalty: 2946.324951
	Iteration 16Q: 3 clusters Score -33168.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33172.894531 Penalty: 2946.324951
	Iteration 17Q: 3 clusters Score -33172.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33179.664062 Penalty: 2946.324951
	Iteration 18Q: 3 clusters Score -33179.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33193.289062 Penalty: 2946.324951
	Iteration 19Q: 3 clusters Score -33193.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33196.820312 Penalty: 2946.324951
	Iteration 20F: 3 clusters Score -33196.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33201.656250 Penalty: 2946.324951
	Iteration 21Q: 3 clusters Score -33201.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33225.191406 Penalty: 2946.324951
	Iteration 22Q: 3 clusters Score -33225.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33231.042969 Penalty: 2946.324951
	Iteration 23Q: 3 clusters Score -33231.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33238.890625 Penalty: 2946.324951
	Iteration 24Q: 3 clusters Score -33238.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33245.500000 Penalty: 2946.324951
	Iteration 25Q: 3 clusters Score -33245.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33245.500000 Penalty: 2946.324951
	Iteration 26F: 3 clusters Score -33245.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Entering Unmasked Estep 
Score: -784986.375000 Penalty: 2197.931152
	Iteration 0F: 2 clusters Score -784986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -779157.937500 Penalty: 4395.862305
	Iteration 0F: 3 clusters Score -779157.9 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -780671.625000 Penalty: 4395.862305
	Iteration 1F: 3 clusters Score -780671.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -780979.437500 Penalty: 4395.862305
	Iteration 2F: 3 clusters Score -780979.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -781192.937500 Penalty: 4395.862305
	Iteration 3F: 3 clusters Score -781192.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -781379.125000 Penalty: 4395.862305
	Iteration 4Q: 3 clusters Score -781379.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -781538.437500 Penalty: 4395.862305
	Iteration 5Q: 3 clusters Score -781538.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -781656.937500 Penalty: 4395.862305
	Iteration 6Q: 3 clusters Score -781656.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -781762.125000 Penalty: 4395.862305
	Iteration 7Q: 3 clusters Score -781762.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -781858.625000 Penalty: 4395.862305
	Iteration 8Q: 3 clusters Score -781858.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -781941.875000 Penalty: 4395.862305
	Iteration 9Q: 3 clusters Score -781941.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -782017.875000 Penalty: 4395.862305
	Iteration 10Q: 3 clusters Score -782017.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -782069.437500 Penalty: 4395.862305
	Iteration 11Q: 3 clusters Score -782069.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -782112.375000 Penalty: 4395.862305
	Iteration 12Q: 3 clusters Score -782112.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -782149.562500 Penalty: 4395.862305
	Iteration 13Q: 3 clusters Score -782149.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -782181.937500 Penalty: 4395.862305
	Iteration 14Q: 3 clusters Score -782181.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -782214.562500 Penalty: 4395.862305
	Iteration 15Q: 3 clusters Score -782214.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -782243.062500 Penalty: 4395.862305
	Iteration 16Q: 3 clusters Score -782243.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -782266.250000 Penalty: 4395.862305
	Iteration 17Q: 3 clusters Score -782266.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -782298.000000 Penalty: 4395.862305
	Iteration 18Q: 3 clusters Score -782298 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -782328.000000 Penalty: 4395.862305
	Iteration 19Q: 3 clusters Score -782328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -782359.500000 Penalty: 4395.862305
	Iteration 20F: 3 clusters Score -782359.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -782398.062500 Penalty: 4395.862305
	Iteration 21Q: 3 clusters Score -782398.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -782429.437500 Penalty: 4395.862305
	Iteration 22Q: 3 clusters Score -782429.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -782450.000000 Penalty: 4395.862305
	Iteration 23Q: 3 clusters Score -782450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -782471.250000 Penalty: 4395.862305
	Iteration 24Q: 3 clusters Score -782471.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -782488.687500 Penalty: 4395.862305
	Iteration 25Q: 3 clusters Score -782488.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -782506.812500 Penalty: 4395.862305
	Iteration 26Q: 3 clusters Score -782506.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -782524.687500 Penalty: 4395.862305
	Iteration 27Q: 3 clusters Score -782524.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -782540.437500 Penalty: 4395.862305
	Iteration 28Q: 3 clusters Score -782540.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -782549.625000 Penalty: 4395.862305
	Iteration 29Q: 3 clusters Score -782549.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -782564.250000 Penalty: 4395.862305
	Iteration 30Q: 3 clusters Score -782564.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -782577.937500 Penalty: 4395.862305
	Iteration 31Q: 3 clusters Score -782577.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -782594.125000 Penalty: 4395.862305
	Iteration 32Q: 3 clusters Score -782594.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -782607.250000 Penalty: 4395.862305
	Iteration 33Q: 3 clusters Score -782607.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -782620.812500 Penalty: 4395.862305
	Iteration 34Q: 3 clusters Score -782620.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -782632.687500 Penalty: 4395.862305
	Iteration 35Q: 3 clusters Score -782632.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -782644.625000 Penalty: 4395.862305
	Iteration 36Q: 3 clusters Score -782644.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -782653.312500 Penalty: 4395.862305
	Iteration 37Q: 3 clusters Score -782653.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -782654.750000 Penalty: 4395.862305
	Iteration 38Q: 3 clusters Score -782654.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -782663.375000 Penalty: 4395.862305
	Iteration 39Q: 3 clusters Score -782663.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -782666.250000 Penalty: 4395.862305
	Iteration 40F: 3 clusters Score -782666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -782670.062500 Penalty: 4395.862305
	Iteration 41Q: 3 clusters Score -782670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -782675.937500 Penalty: 4395.862305
	Iteration 42Q: 3 clusters Score -782675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -782680.312500 Penalty: 4395.862305
	Iteration 43Q: 3 clusters Score -782680.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -782687.437500 Penalty: 4395.862305
	Iteration 44Q: 3 clusters Score -782687.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -782694.500000 Penalty: 4395.862305
	Iteration 45Q: 3 clusters Score -782694.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -782703.562500 Penalty: 4395.862305
	Iteration 46Q: 3 clusters Score -782703.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -782712.375000 Penalty: 4395.862305
	Iteration 47Q: 3 clusters Score -782712.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -782727.000000 Penalty: 4395.862305
	Iteration 48Q: 3 clusters Score -782727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -782739.000000 Penalty: 4395.862305
	Iteration 49Q: 3 clusters Score -782739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -782752.937500 Penalty: 4395.862305
	Iteration 50Q: 3 clusters Score -782752.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -782768.812500 Penalty: 4395.862305
	Iteration 51Q: 3 clusters Score -782768.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -782780.437500 Penalty: 4395.862305
	Iteration 52Q: 3 clusters Score -782780.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -782791.500000 Penalty: 4395.862305
	Iteration 53Q: 3 clusters Score -782791.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -782804.562500 Penalty: 4395.862305
	Iteration 54Q: 3 clusters Score -782804.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -782819.062500 Penalty: 4395.862305
	Iteration 55Q: 3 clusters Score -782819.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -782830.750000 Penalty: 4395.862305
	Iteration 56Q: 3 clusters Score -782830.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -782839.125000 Penalty: 4395.862305
	Iteration 57Q: 3 clusters Score -782839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -782848.000000 Penalty: 4395.862305
	Iteration 58Q: 3 clusters Score -782848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -782855.812500 Penalty: 4395.862305
	Iteration 59Q: 3 clusters Score -782855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -782860.812500 Penalty: 4395.862305
	Iteration 60F: 3 clusters Score -782860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -782865.125000 Penalty: 4395.862305
	Iteration 61Q: 3 clusters Score -782865.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -782873.812500 Penalty: 4395.862305
	Iteration 62Q: 3 clusters Score -782873.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -782882.750000 Penalty: 4395.862305
	Iteration 63Q: 3 clusters Score -782882.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -782893.312500 Penalty: 4395.862305
	Iteration 64Q: 3 clusters Score -782893.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -782904.062500 Penalty: 4395.862305
	Iteration 65Q: 3 clusters Score -782904.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -782910.250000 Penalty: 4395.862305
	Iteration 66Q: 3 clusters Score -782910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -782914.562500 Penalty: 4395.862305
	Iteration 67Q: 3 clusters Score -782914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -782920.562500 Penalty: 4395.862305
	Iteration 68Q: 3 clusters Score -782920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -782926.000000 Penalty: 4395.862305
	Iteration 69Q: 3 clusters Score -782926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -782927.812500 Penalty: 4395.862305
	Iteration 70Q: 3 clusters Score -782927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -782933.062500 Penalty: 4395.862305
	Iteration 71Q: 3 clusters Score -782933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -782936.500000 Penalty: 4395.862305
	Iteration 72Q: 3 clusters Score -782936.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -782946.437500 Penalty: 4395.862305
	Iteration 73Q: 3 clusters Score -782946.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -782951.937500 Penalty: 4395.862305
	Iteration 74Q: 3 clusters Score -782951.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -782961.812500 Penalty: 4395.862305
	Iteration 75Q: 3 clusters Score -782961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -782970.125000 Penalty: 4395.862305
	Iteration 76Q: 3 clusters Score -782970.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -782978.812500 Penalty: 4395.862305
	Iteration 77Q: 3 clusters Score -782978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -782987.062500 Penalty: 4395.862305
	Iteration 78Q: 3 clusters Score -782987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -782993.187500 Penalty: 4395.862305
	Iteration 79Q: 3 clusters Score -782993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -782998.687500 Penalty: 4395.862305
	Iteration 80F: 3 clusters Score -782998.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -783004.437500 Penalty: 4395.862305
	Iteration 81Q: 3 clusters Score -783004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -783007.625000 Penalty: 4395.862305
	Iteration 82Q: 3 clusters Score -783007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -783010.375000 Penalty: 4395.862305
	Iteration 83Q: 3 clusters Score -783010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -783011.625000 Penalty: 4395.862305
	Iteration 84Q: 3 clusters Score -783011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -783013.125000 Penalty: 4395.862305
	Iteration 85Q: 3 clusters Score -783013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -783013.125000 Penalty: 4395.862305
	Iteration 86F: 3 clusters Score -783013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Entering Unmasked Estep 
Score: -1930380.500000 Penalty: 2411.255615
	Iteration 0F: 2 clusters Score -1930380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1918395.625000 Penalty: 4822.511230
	Iteration 0F: 3 clusters Score -1918396 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1922158.750000 Penalty: 4822.511230
	Iteration 1F: 3 clusters Score -1922159 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1922563.750000 Penalty: 4822.511230
	Iteration 2F: 3 clusters Score -1922564 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1922920.000000 Penalty: 4822.511230
	Iteration 3F: 3 clusters Score -1922920 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1923308.000000 Penalty: 4822.511230
	Iteration 4Q: 3 clusters Score -1923308 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1923795.875000 Penalty: 4822.511230
	Iteration 5F: 3 clusters Score -1923796 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1924448.625000 Penalty: 4822.511230
	Iteration 6F: 3 clusters Score -1924449 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1925239.875000 Penalty: 4822.511230
	Iteration 7F: 3 clusters Score -1925240 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1926154.625000 Penalty: 4822.511230
	Iteration 8F: 3 clusters Score -1926155 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1926991.000000 Penalty: 4822.511230
	Iteration 9F: 3 clusters Score -1926991 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1927545.375000 Penalty: 4822.511230
	Iteration 10Q: 3 clusters Score -1927545 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1927882.375000 Penalty: 4822.511230
	Iteration 11Q: 3 clusters Score -1927882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1928063.125000 Penalty: 4822.511230
	Iteration 12Q: 3 clusters Score -1928063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1928135.750000 Penalty: 4822.511230
	Iteration 13Q: 3 clusters Score -1928136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1928169.000000 Penalty: 4822.511230
	Iteration 14Q: 3 clusters Score -1928169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1928189.375000 Penalty: 4822.511230
	Iteration 15Q: 3 clusters Score -1928189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1928202.125000 Penalty: 4822.511230
	Iteration 16Q: 3 clusters Score -1928202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1928215.625000 Penalty: 4822.511230
	Iteration 17Q: 3 clusters Score -1928216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1928218.875000 Penalty: 4822.511230
	Iteration 18Q: 3 clusters Score -1928219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1928224.250000 Penalty: 4822.511230
	Iteration 19Q: 3 clusters Score -1928224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1928222.750000 Penalty: 4822.511230
	Iteration 20F: 3 clusters Score -1928223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (144005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Entering Unmasked Estep 
Score: -16307522.000000 Penalty: 2945.645752
	Iteration 0F: 2 clusters Score -1.630752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -16211008.000000 Penalty: 5891.291504
	Iteration 0F: 3 clusters Score -1.621101e+07 nChanged 68731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -16250400.000000 Penalty: 5891.291504
	Iteration 1F: 3 clusters Score -1.62504e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -16251389.000000 Penalty: 5891.291504
	Iteration 2Q: 3 clusters Score -1.625139e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -16252770.000000 Penalty: 5891.291504
	Iteration 3Q: 3 clusters Score -1.625277e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -16254805.000000 Penalty: 5891.291504
	Iteration 4Q: 3 clusters Score -1.62548e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -16257680.000000 Penalty: 5891.291504
	Iteration 5Q: 3 clusters Score -1.625768e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -16262209.000000 Penalty: 5891.291504
	Iteration 6F: 3 clusters Score -1.626221e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -16269286.000000 Penalty: 5891.291504
	Iteration 7F: 3 clusters Score -1.626929e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -16278594.000000 Penalty: 5891.291504
	Iteration 8F: 3 clusters Score -1.627859e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -16287220.000000 Penalty: 5891.291504
	Iteration 9F: 3 clusters Score -1.628722e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -16291832.000000 Penalty: 5891.291504
	Iteration 10F: 3 clusters Score -1.629183e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -16294167.000000 Penalty: 5891.291504
	Iteration 11Q: 3 clusters Score -1.629417e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -16295608.000000 Penalty: 5891.291504
	Iteration 12Q: 3 clusters Score -1.629561e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -16296647.000000 Penalty: 5891.291504
	Iteration 13Q: 3 clusters Score -1.629665e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -16297490.000000 Penalty: 5891.291504
	Iteration 14Q: 3 clusters Score -1.629749e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -16298090.000000 Penalty: 5891.291504
	Iteration 15Q: 3 clusters Score -1.629809e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -16298552.000000 Penalty: 5891.291504
	Iteration 16Q: 3 clusters Score -1.629855e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -16298856.000000 Penalty: 5891.291504
	Iteration 17Q: 3 clusters Score -1.629886e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -16299169.000000 Penalty: 5891.291504
	Iteration 18Q: 3 clusters Score -1.629917e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -16299424.000000 Penalty: 5891.291504
	Iteration 19Q: 3 clusters Score -1.629942e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -16299656.000000 Penalty: 5891.291504
	Iteration 20F: 3 clusters Score -1.629966e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -16299857.000000 Penalty: 5891.291504
	Iteration 21Q: 3 clusters Score -1.629986e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -16300043.000000 Penalty: 5891.291504
	Iteration 22Q: 3 clusters Score -1.630004e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -16300250.000000 Penalty: 5891.291504
	Iteration 23Q: 3 clusters Score -1.630025e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -16300357.000000 Penalty: 5891.291504
	Iteration 24Q: 3 clusters Score -1.630036e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 113148 members 
Entering Unmasked Estep 
Score: -16300642.000000 Penalty: 5891.291504
	Iteration 25Q: 3 clusters Score -1.630064e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -16300784.000000 Penalty: 5891.291504
	Iteration 26Q: 3 clusters Score -1.630078e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 114947 members 
Entering Unmasked Estep 
Score: -16300955.000000 Penalty: 5891.291504
	Iteration 27Q: 3 clusters Score -1.630096e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -16301168.000000 Penalty: 5891.291504
	Iteration 28Q: 3 clusters Score -1.630117e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 116737 members 
Entering Unmasked Estep 
Score: -16301297.000000 Penalty: 5891.291504
	Iteration 29Q: 3 clusters Score -1.63013e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -16301413.000000 Penalty: 5891.291504
	Iteration 30Q: 3 clusters Score -1.630141e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -16301510.000000 Penalty: 5891.291504
	Iteration 31Q: 3 clusters Score -1.630151e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 119036 members 
Entering Unmasked Estep 
Score: -16301592.000000 Penalty: 5891.291504
	Iteration 32Q: 3 clusters Score -1.630159e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 119743 members 
Entering Unmasked Estep 
Score: -16301730.000000 Penalty: 5891.291504
	Iteration 33Q: 3 clusters Score -1.630173e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 120474 members 
Entering Unmasked Estep 
Score: -16301871.000000 Penalty: 5891.291504
	Iteration 34Q: 3 clusters Score -1.630187e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -16302030.000000 Penalty: 5891.291504
	Iteration 35Q: 3 clusters Score -1.630203e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -16302224.000000 Penalty: 5891.291504
	Iteration 36Q: 3 clusters Score -1.630222e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -16302338.000000 Penalty: 5891.291504
	Iteration 37Q: 3 clusters Score -1.630234e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 123241 members 
Entering Unmasked Estep 
Score: -16302477.000000 Penalty: 5891.291504
	Iteration 38Q: 3 clusters Score -1.630248e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -16302550.000000 Penalty: 5891.291504
	Iteration 39Q: 3 clusters Score -1.630255e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -16302579.000000 Penalty: 5891.291504
	Iteration 40F: 3 clusters Score -1.630258e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -16302728.000000 Penalty: 5891.291504
	Iteration 41Q: 3 clusters Score -1.630273e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -16302827.000000 Penalty: 5891.291504
	Iteration 42Q: 3 clusters Score -1.630283e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -16302909.000000 Penalty: 5891.291504
	Iteration 43Q: 3 clusters Score -1.630291e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -16303003.000000 Penalty: 5891.291504
	Iteration 44Q: 3 clusters Score -1.6303e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 127220 members 
Entering Unmasked Estep 
Score: -16303129.000000 Penalty: 5891.291504
	Iteration 45Q: 3 clusters Score -1.630313e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -16303223.000000 Penalty: 5891.291504
	Iteration 46Q: 3 clusters Score -1.630322e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -16303346.000000 Penalty: 5891.291504
	Iteration 47Q: 3 clusters Score -1.630335e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -16303424.000000 Penalty: 5891.291504
	Iteration 48Q: 3 clusters Score -1.630342e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -16303451.000000 Penalty: 5891.291504
	Iteration 49Q: 3 clusters Score -1.630345e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -16303505.000000 Penalty: 5891.291504
	Iteration 50Q: 3 clusters Score -1.63035e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -16303546.000000 Penalty: 5891.291504
	Iteration 51Q: 3 clusters Score -1.630355e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -16303606.000000 Penalty: 5891.291504
	Iteration 52Q: 3 clusters Score -1.630361e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -16303634.000000 Penalty: 5891.291504
	Iteration 53Q: 3 clusters Score -1.630363e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 131153 members 
Entering Unmasked Estep 
Score: -16303653.000000 Penalty: 5891.291504
	Iteration 54Q: 3 clusters Score -1.630365e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 131515 members 
Entering Unmasked Estep 
Score: -16303720.000000 Penalty: 5891.291504
	Iteration 55Q: 3 clusters Score -1.630372e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
Score: -16303793.000000 Penalty: 5891.291504
	Iteration 56Q: 3 clusters Score -1.630379e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 132183 members 
Entering Unmasked Estep 
Score: -16303880.000000 Penalty: 5891.291504
	Iteration 57Q: 3 clusters Score -1.630388e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -16303929.000000 Penalty: 5891.291504
	Iteration 58Q: 3 clusters Score -1.630393e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 132819 members 
Entering Unmasked Estep 
Score: -16304003.000000 Penalty: 5891.291504
	Iteration 59Q: 3 clusters Score -1.6304e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -16304073.000000 Penalty: 5891.291504
	Iteration 60F: 3 clusters Score -1.630407e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 133361 members 
Entering Unmasked Estep 
Score: -16304130.000000 Penalty: 5891.291504
	Iteration 61Q: 3 clusters Score -1.630413e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -16304160.000000 Penalty: 5891.291504
	Iteration 62Q: 3 clusters Score -1.630416e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 133848 members 
Entering Unmasked Estep 
Score: -16304191.000000 Penalty: 5891.291504
	Iteration 63Q: 3 clusters Score -1.630419e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -16304224.000000 Penalty: 5891.291504
	Iteration 64Q: 3 clusters Score -1.630422e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -16304273.000000 Penalty: 5891.291504
	Iteration 65Q: 3 clusters Score -1.630427e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 134500 members 
Entering Unmasked Estep 
Score: -16304337.000000 Penalty: 5891.291504
	Iteration 66Q: 3 clusters Score -1.630434e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 134707 members 
Entering Unmasked Estep 
Score: -16304388.000000 Penalty: 5891.291504
	Iteration 67Q: 3 clusters Score -1.630439e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 134897 members 
Entering Unmasked Estep 
Score: -16304434.000000 Penalty: 5891.291504
	Iteration 68Q: 3 clusters Score -1.630443e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -16304456.000000 Penalty: 5891.291504
	Iteration 69Q: 3 clusters Score -1.630446e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 135202 members 
Entering Unmasked Estep 
Score: -16304459.000000 Penalty: 5891.291504
	Iteration 70Q: 3 clusters Score -1.630446e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -16304441.000000 Penalty: 5891.291504
	Iteration 71Q: 3 clusters Score -1.630444e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 135479 members 
Entering Unmasked Estep 
Score: -16304405.000000 Penalty: 5891.291504
	Iteration 72Q: 3 clusters Score -1.63044e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 135607 members 
Entering Unmasked Estep 
Score: -16304426.000000 Penalty: 5891.291504
	Iteration 73Q: 3 clusters Score -1.630443e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -16304464.000000 Penalty: 5891.291504
	Iteration 74Q: 3 clusters Score -1.630446e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -16304492.000000 Penalty: 5891.291504
	Iteration 75Q: 3 clusters Score -1.630449e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -16304514.000000 Penalty: 5891.291504
	Iteration 76Q: 3 clusters Score -1.630451e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -16304551.000000 Penalty: 5891.291504
	Iteration 77Q: 3 clusters Score -1.630455e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 136251 members 
Entering Unmasked Estep 
Score: -16304549.000000 Penalty: 5891.291504
	Iteration 78Q: 3 clusters Score -1.630455e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 136369 members 
Entering Unmasked Estep 
Score: -16304566.000000 Penalty: 5891.291504
	Iteration 79Q: 3 clusters Score -1.630457e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -16304561.000000 Penalty: 5891.291504
	Iteration 80F: 3 clusters Score -1.630456e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -16304557.000000 Penalty: 5891.291504
	Iteration 81Q: 3 clusters Score -1.630456e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 136678 members 
Entering Unmasked Estep 
Score: -16304585.000000 Penalty: 5891.291504
	Iteration 82Q: 3 clusters Score -1.630458e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -16304580.000000 Penalty: 5891.291504
	Iteration 83Q: 3 clusters Score -1.630458e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -16304619.000000 Penalty: 5891.291504
	Iteration 84Q: 3 clusters Score -1.630462e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 136965 members 
Entering Unmasked Estep 
Score: -16304593.000000 Penalty: 5891.291504
	Iteration 85Q: 3 clusters Score -1.630459e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 137073 members 
Entering Unmasked Estep 
Score: -16304583.000000 Penalty: 5891.291504
	Iteration 86Q: 3 clusters Score -1.630458e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -16304597.000000 Penalty: 5891.291504
	Iteration 87Q: 3 clusters Score -1.63046e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 137278 members 
Entering Unmasked Estep 
Score: -16304636.000000 Penalty: 5891.291504
	Iteration 88Q: 3 clusters Score -1.630464e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -16304629.000000 Penalty: 5891.291504
	Iteration 89Q: 3 clusters Score -1.630463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 137454 members 
Entering Unmasked Estep 
Score: -16304646.000000 Penalty: 5891.291504
	Iteration 90Q: 3 clusters Score -1.630465e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -16304641.000000 Penalty: 5891.291504
	Iteration 91Q: 3 clusters Score -1.630464e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 137640 members 
Entering Unmasked Estep 
Score: -16304648.000000 Penalty: 5891.291504
	Iteration 92Q: 3 clusters Score -1.630465e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -16304678.000000 Penalty: 5891.291504
	Iteration 93Q: 3 clusters Score -1.630468e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -16304661.000000 Penalty: 5891.291504
	Iteration 94Q: 3 clusters Score -1.630466e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -16304639.000000 Penalty: 5891.291504
	Iteration 95Q: 3 clusters Score -1.630464e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -16304651.000000 Penalty: 5891.291504
	Iteration 96Q: 3 clusters Score -1.630465e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -16304673.000000 Penalty: 5891.291504
	Iteration 97Q: 3 clusters Score -1.630467e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 138091 members 
Entering Unmasked Estep 
Score: -16304692.000000 Penalty: 5891.291504
	Iteration 98Q: 3 clusters Score -1.630469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 138168 members 
Entering Unmasked Estep 
Score: -16304679.000000 Penalty: 5891.291504
	Iteration 99Q: 3 clusters Score -1.630468e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 138254 members 
Entering Unmasked Estep 
Score: -16304704.000000 Penalty: 5891.291504
	Iteration 100F: 3 clusters Score -1.63047e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -16304698.000000 Penalty: 5891.291504
	Iteration 101Q: 3 clusters Score -1.63047e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 138409 members 
Entering Unmasked Estep 
Score: -16304674.000000 Penalty: 5891.291504
	Iteration 102Q: 3 clusters Score -1.630467e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 138492 members 
Entering Unmasked Estep 
Score: -16304681.000000 Penalty: 5891.291504
	Iteration 103Q: 3 clusters Score -1.630468e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -16304691.000000 Penalty: 5891.291504
	Iteration 104Q: 3 clusters Score -1.630469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -16304705.000000 Penalty: 5891.291504
	Iteration 105Q: 3 clusters Score -1.63047e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -16304708.000000 Penalty: 5891.291504
	Iteration 106Q: 3 clusters Score -1.630471e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 138791 members 
Entering Unmasked Estep 
Score: -16304748.000000 Penalty: 5891.291504
	Iteration 107Q: 3 clusters Score -1.630475e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 138861 members 
Entering Unmasked Estep 
Score: -16304746.000000 Penalty: 5891.291504
	Iteration 108Q: 3 clusters Score -1.630475e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 138936 members 
Entering Unmasked Estep 
Score: -16304774.000000 Penalty: 5891.291504
	Iteration 109Q: 3 clusters Score -1.630477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 139003 members 
Entering Unmasked Estep 
Score: -16304770.000000 Penalty: 5891.291504
	Iteration 110Q: 3 clusters Score -1.630477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 139077 members 
Entering Unmasked Estep 
Score: -16304787.000000 Penalty: 5891.291504
	Iteration 111Q: 3 clusters Score -1.630479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -16304771.000000 Penalty: 5891.291504
	Iteration 112Q: 3 clusters Score -1.630477e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 139184 members 
Entering Unmasked Estep 
Score: -16304786.000000 Penalty: 5891.291504
	Iteration 113Q: 3 clusters Score -1.630479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -16304823.000000 Penalty: 5891.291504
	Iteration 114Q: 3 clusters Score -1.630482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -16304846.000000 Penalty: 5891.291504
	Iteration 115Q: 3 clusters Score -1.630485e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 139343 members 
Entering Unmasked Estep 
Score: -16304853.000000 Penalty: 5891.291504
	Iteration 116Q: 3 clusters Score -1.630485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 139391 members 
Entering Unmasked Estep 
Score: -16304863.000000 Penalty: 5891.291504
	Iteration 117Q: 3 clusters Score -1.630486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -16304878.000000 Penalty: 5891.291504
	Iteration 118Q: 3 clusters Score -1.630488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -16304864.000000 Penalty: 5891.291504
	Iteration 119Q: 3 clusters Score -1.630486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 139503 members 
Entering Unmasked Estep 
Score: -16304854.000000 Penalty: 5891.291504
	Iteration 120F: 3 clusters Score -1.630485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 139524 members 
Entering Unmasked Estep 
Score: -16304856.000000 Penalty: 5891.291504
	Iteration 121Q: 3 clusters Score -1.630486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 139543 members 
Entering Unmasked Estep 
Score: -16304867.000000 Penalty: 5891.291504
	Iteration 122Q: 3 clusters Score -1.630487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 139557 members 
Entering Unmasked Estep 
Score: -16304854.000000 Penalty: 5891.291504
	Iteration 123Q: 3 clusters Score -1.630485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 139580 members 
Entering Unmasked Estep 
Score: -16304867.000000 Penalty: 5891.291504
	Iteration 124Q: 3 clusters Score -1.630487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -16304876.000000 Penalty: 5891.291504
	Iteration 125Q: 3 clusters Score -1.630488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -16304871.000000 Penalty: 5891.291504
	Iteration 126Q: 3 clusters Score -1.630487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -16304871.000000 Penalty: 5891.291504
	Iteration 127Q: 3 clusters Score -1.630487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 139635 members 
Entering Unmasked Estep 
Score: -16304885.000000 Penalty: 5891.291504
	Iteration 128Q: 3 clusters Score -1.630488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -16304876.000000 Penalty: 5891.291504
	Iteration 129Q: 3 clusters Score -1.630488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -16304879.000000 Penalty: 5891.291504
	Iteration 130Q: 3 clusters Score -1.630488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -16304878.000000 Penalty: 5891.291504
	Iteration 131Q: 3 clusters Score -1.630488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 139685 members 
Entering Unmasked Estep 
Score: -16304872.000000 Penalty: 5891.291504
	Iteration 132Q: 3 clusters Score -1.630487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 139699 members 
Entering Unmasked Estep 
Score: -16304873.000000 Penalty: 5891.291504
	Iteration 133Q: 3 clusters Score -1.630487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 139709 members 
Entering Unmasked Estep 
Score: -16304860.000000 Penalty: 5891.291504
	Iteration 134Q: 3 clusters Score -1.630486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -16304873.000000 Penalty: 5891.291504
	Iteration 135Q: 3 clusters Score -1.630487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -16304871.000000 Penalty: 5891.291504
	Iteration 136Q: 3 clusters Score -1.630487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -16304872.000000 Penalty: 5891.291504
	Iteration 137Q: 3 clusters Score -1.630487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -16304855.000000 Penalty: 5891.291504
	Iteration 138Q: 3 clusters Score -1.630486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -16304878.000000 Penalty: 5891.291504
	Iteration 139Q: 3 clusters Score -1.630488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 139774 members 
Entering Unmasked Estep 
Score: -16304895.000000 Penalty: 5891.291504
	Iteration 140F: 3 clusters Score -1.63049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 139791 members 
Entering Unmasked Estep 
Score: -16304911.000000 Penalty: 5891.291504
	Iteration 141Q: 3 clusters Score -1.630491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 139816 members 
Entering Unmasked Estep 
Score: -16304907.000000 Penalty: 5891.291504
	Iteration 142Q: 3 clusters Score -1.630491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 139830 members 
Entering Unmasked Estep 
Score: -16304885.000000 Penalty: 5891.291504
	Iteration 143Q: 3 clusters Score -1.630488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -16304883.000000 Penalty: 5891.291504
	Iteration 144Q: 3 clusters Score -1.630488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 139868 members 
Entering Unmasked Estep 
Score: -16304884.000000 Penalty: 5891.291504
	Iteration 145Q: 3 clusters Score -1.630488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 139886 members 
Entering Unmasked Estep 
Score: -16304891.000000 Penalty: 5891.291504
	Iteration 146Q: 3 clusters Score -1.630489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -16304882.000000 Penalty: 5891.291504
	Iteration 147Q: 3 clusters Score -1.630488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -16304900.000000 Penalty: 5891.291504
	Iteration 148Q: 3 clusters Score -1.63049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -16304910.000000 Penalty: 5891.291504
	Iteration 149Q: 3 clusters Score -1.630491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 139963 members 
Entering Unmasked Estep 
Score: -16304908.000000 Penalty: 5891.291504
	Iteration 150Q: 3 clusters Score -1.630491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -16304910.000000 Penalty: 5891.291504
	Iteration 151Q: 3 clusters Score -1.630491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -16304905.000000 Penalty: 5891.291504
	Iteration 152Q: 3 clusters Score -1.63049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -16304899.000000 Penalty: 5891.291504
	Iteration 153Q: 3 clusters Score -1.63049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -16304901.000000 Penalty: 5891.291504
	Iteration 154Q: 3 clusters Score -1.63049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 139993 members 
Entering Unmasked Estep 
Score: -16304903.000000 Penalty: 5891.291504
	Iteration 155Q: 3 clusters Score -1.63049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -16304911.000000 Penalty: 5891.291504
	Iteration 156Q: 3 clusters Score -1.630491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 140010 members 
Entering Unmasked Estep 
Score: -16304923.000000 Penalty: 5891.291504
	Iteration 157Q: 3 clusters Score -1.630492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -16304924.000000 Penalty: 5891.291504
	Iteration 158Q: 3 clusters Score -1.630492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -16304919.000000 Penalty: 5891.291504
	Iteration 159Q: 3 clusters Score -1.630492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -16304915.000000 Penalty: 5891.291504
	Iteration 160F: 3 clusters Score -1.630492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -16304909.000000 Penalty: 5891.291504
	Iteration 161Q: 3 clusters Score -1.630491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -16304911.000000 Penalty: 5891.291504
	Iteration 162Q: 3 clusters Score -1.630491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -16304911.000000 Penalty: 5891.291504
	Iteration 163F: 3 clusters Score -1.630491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Entering Unmasked Estep 
Score: -4102414.250000 Penalty: 2626.404297
	Iteration 0F: 2 clusters Score -4102414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4075616.750000 Penalty: 5252.808594
	Iteration 0F: 3 clusters Score -4075617 nChanged 18091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4086119.000000 Penalty: 5252.808594
	Iteration 1F: 3 clusters Score -4086119 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4087398.500000 Penalty: 5252.808594
	Iteration 2F: 3 clusters Score -4087398 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4088565.250000 Penalty: 5252.808594
	Iteration 3F: 3 clusters Score -4088565 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4089760.250000 Penalty: 5252.808594
	Iteration 4F: 3 clusters Score -4089760 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4090886.250000 Penalty: 5252.808594
	Iteration 5F: 3 clusters Score -4090886 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4091959.500000 Penalty: 5252.808594
	Iteration 6F: 3 clusters Score -4091960 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4092878.000000 Penalty: 5252.808594
	Iteration 7Q: 3 clusters Score -4092878 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4093655.500000 Penalty: 5252.808594
	Iteration 8Q: 3 clusters Score -4093656 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4094314.750000 Penalty: 5252.808594
	Iteration 9Q: 3 clusters Score -4094315 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4094963.000000 Penalty: 5252.808594
	Iteration 10Q: 3 clusters Score -4094963 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4095579.500000 Penalty: 5252.808594
	Iteration 11Q: 3 clusters Score -4095580 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4096196.250000 Penalty: 5252.808594
	Iteration 12Q: 3 clusters Score -4096196 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4096787.250000 Penalty: 5252.808594
	Iteration 13Q: 3 clusters Score -4096787 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4097328.000000 Penalty: 5252.808594
	Iteration 14Q: 3 clusters Score -4097328 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4097802.500000 Penalty: 5252.808594
	Iteration 15Q: 3 clusters Score -4097802 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -4098229.750000 Penalty: 5252.808594
	Iteration 16Q: 3 clusters Score -4098230 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4098687.500000 Penalty: 5252.808594
	Iteration 17Q: 3 clusters Score -4098688 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4099136.250000 Penalty: 5252.808594
	Iteration 18Q: 3 clusters Score -4099136 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4099473.500000 Penalty: 5252.808594
	Iteration 19Q: 3 clusters Score -4099474 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -4099737.500000 Penalty: 5252.808594
	Iteration 20F: 3 clusters Score -4099738 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4099946.000000 Penalty: 5252.808594
	Iteration 21Q: 3 clusters Score -4099946 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4100067.250000 Penalty: 5252.808594
	Iteration 22Q: 3 clusters Score -4100067 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4100133.500000 Penalty: 5252.808594
	Iteration 23Q: 3 clusters Score -4100134 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4100214.000000 Penalty: 5252.808594
	Iteration 24Q: 3 clusters Score -4100214 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4100302.750000 Penalty: 5252.808594
	Iteration 25Q: 3 clusters Score -4100303 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4100376.000000 Penalty: 5252.808594
	Iteration 26Q: 3 clusters Score -4100376 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4100442.500000 Penalty: 5252.808594
	Iteration 27Q: 3 clusters Score -4100442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4100526.500000 Penalty: 5252.808594
	Iteration 28Q: 3 clusters Score -4100526 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4100604.250000 Penalty: 5252.808594
	Iteration 29Q: 3 clusters Score -4100604 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4100629.250000 Penalty: 5252.808594
	Iteration 30Q: 3 clusters Score -4100629 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4100694.250000 Penalty: 5252.808594
	Iteration 31Q: 3 clusters Score -4100694 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4100759.500000 Penalty: 5252.808594
	Iteration 32Q: 3 clusters Score -4100760 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4100847.000000 Penalty: 5252.808594
	Iteration 33Q: 3 clusters Score -4100847 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4100925.250000 Penalty: 5252.808594
	Iteration 34Q: 3 clusters Score -4100925 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4100989.500000 Penalty: 5252.808594
	Iteration 35Q: 3 clusters Score -4100990 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4101097.250000 Penalty: 5252.808594
	Iteration 36Q: 3 clusters Score -4101097 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4101191.750000 Penalty: 5252.808594
	Iteration 37Q: 3 clusters Score -4101192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4101254.750000 Penalty: 5252.808594
	Iteration 38Q: 3 clusters Score -4101255 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -4101320.250000 Penalty: 5252.808594
	Iteration 39Q: 3 clusters Score -4101320 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4101376.500000 Penalty: 5252.808594
	Iteration 40F: 3 clusters Score -4101376 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4101434.500000 Penalty: 5252.808594
	Iteration 41Q: 3 clusters Score -4101434 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4101498.250000 Penalty: 5252.808594
	Iteration 42Q: 3 clusters Score -4101498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4101556.250000 Penalty: 5252.808594
	Iteration 43Q: 3 clusters Score -4101556 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4101612.750000 Penalty: 5252.808594
	Iteration 44Q: 3 clusters Score -4101613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4101656.500000 Penalty: 5252.808594
	Iteration 45Q: 3 clusters Score -4101656 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4101693.500000 Penalty: 5252.808594
	Iteration 46Q: 3 clusters Score -4101694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4101726.500000 Penalty: 5252.808594
	Iteration 47Q: 3 clusters Score -4101726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4101754.500000 Penalty: 5252.808594
	Iteration 48Q: 3 clusters Score -4101754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4101771.000000 Penalty: 5252.808594
	Iteration 49Q: 3 clusters Score -4101771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4101791.750000 Penalty: 5252.808594
	Iteration 50Q: 3 clusters Score -4101792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -4101813.500000 Penalty: 5252.808594
	Iteration 51Q: 3 clusters Score -4101814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4101822.250000 Penalty: 5252.808594
	Iteration 52Q: 3 clusters Score -4101822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4101840.500000 Penalty: 5252.808594
	Iteration 53Q: 3 clusters Score -4101840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4101849.500000 Penalty: 5252.808594
	Iteration 54Q: 3 clusters Score -4101850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4101849.750000 Penalty: 5252.808594
	Iteration 55Q: 3 clusters Score -4101850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4101858.000000 Penalty: 5252.808594
	Iteration 56Q: 3 clusters Score -4101858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4101874.750000 Penalty: 5252.808594
	Iteration 57Q: 3 clusters Score -4101875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4101877.500000 Penalty: 5252.808594
	Iteration 58Q: 3 clusters Score -4101878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4101883.000000 Penalty: 5252.808594
	Iteration 59Q: 3 clusters Score -4101883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4101878.000000 Penalty: 5252.808594
	Iteration 60F: 3 clusters Score -4101878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4101880.750000 Penalty: 5252.808594
	Iteration 61Q: 3 clusters Score -4101881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4101876.500000 Penalty: 5252.808594
	Iteration 62Q: 3 clusters Score -4101876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4101877.750000 Penalty: 5252.808594
	Iteration 63Q: 3 clusters Score -4101878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4101887.250000 Penalty: 5252.808594
	Iteration 64Q: 3 clusters Score -4101887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4101884.500000 Penalty: 5252.808594
	Iteration 65Q: 3 clusters Score -4101884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4101878.500000 Penalty: 5252.808594
	Iteration 66Q: 3 clusters Score -4101878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4101879.000000 Penalty: 5252.808594
	Iteration 67Q: 3 clusters Score -4101879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4101882.000000 Penalty: 5252.808594
	Iteration 68Q: 3 clusters Score -4101882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4101877.250000 Penalty: 5252.808594
	Iteration 69Q: 3 clusters Score -4101877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4101875.500000 Penalty: 5252.808594
	Iteration 70Q: 3 clusters Score -4101876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4101879.500000 Penalty: 5252.808594
	Iteration 71Q: 3 clusters Score -4101880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4101882.250000 Penalty: 5252.808594
	Iteration 72Q: 3 clusters Score -4101882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4101885.750000 Penalty: 5252.808594
	Iteration 73Q: 3 clusters Score -4101886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4101887.000000 Penalty: 5252.808594
	Iteration 74Q: 3 clusters Score -4101887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4101888.250000 Penalty: 5252.808594
	Iteration 75Q: 3 clusters Score -4101888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4101887.750000 Penalty: 5252.808594
	Iteration 76Q: 3 clusters Score -4101888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4101890.500000 Penalty: 5252.808594
	Iteration 77Q: 3 clusters Score -4101890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4101888.500000 Penalty: 5252.808594
	Iteration 78Q: 3 clusters Score -4101888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4101890.500000 Penalty: 5252.808594
	Iteration 79Q: 3 clusters Score -4101890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4101890.500000 Penalty: 5252.808594
	Iteration 80F: 3 clusters Score -4101890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -318124.437500 Penalty: 2002.049316
	Iteration 0F: 2 clusters Score -318124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -314836.375000 Penalty: 4004.098633
	Iteration 0F: 3 clusters Score -314836.4 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -315754.875000 Penalty: 4004.098633
	Iteration 1F: 3 clusters Score -315754.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -316095.031250 Penalty: 4004.098633
	Iteration 2F: 3 clusters Score -316095 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -316372.156250 Penalty: 4004.098633
	Iteration 3F: 3 clusters Score -316372.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -316582.812500 Penalty: 4004.098633
	Iteration 4F: 3 clusters Score -316582.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -316725.625000 Penalty: 4004.098633
	Iteration 5Q: 3 clusters Score -316725.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -316833.593750 Penalty: 4004.098633
	Iteration 6Q: 3 clusters Score -316833.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -316945.812500 Penalty: 4004.098633
	Iteration 7Q: 3 clusters Score -316945.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -317023.000000 Penalty: 4004.098633
	Iteration 8Q: 3 clusters Score -317023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -317073.281250 Penalty: 4004.098633
	Iteration 9Q: 3 clusters Score -317073.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -317098.750000 Penalty: 4004.098633
	Iteration 10Q: 3 clusters Score -317098.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -317116.718750 Penalty: 4004.098633
	Iteration 11Q: 3 clusters Score -317116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -317125.562500 Penalty: 4004.098633
	Iteration 12Q: 3 clusters Score -317125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -317126.437500 Penalty: 4004.098633
	Iteration 13Q: 3 clusters Score -317126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -317129.281250 Penalty: 4004.098633
	Iteration 14Q: 3 clusters Score -317129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -317131.375000 Penalty: 4004.098633
	Iteration 15Q: 3 clusters Score -317131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -317133.750000 Penalty: 4004.098633
	Iteration 16Q: 3 clusters Score -317133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -317135.093750 Penalty: 4004.098633
	Iteration 17Q: 3 clusters Score -317135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -317136.812500 Penalty: 4004.098633
	Iteration 18Q: 3 clusters Score -317136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -317141.281250 Penalty: 4004.098633
	Iteration 19Q: 3 clusters Score -317141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -317142.093750 Penalty: 4004.098633
	Iteration 20F: 3 clusters Score -317142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Entering Unmasked Estep 
Score: -1574821.875000 Penalty: 2370.270020
	Iteration 0F: 2 clusters Score -1574822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1564509.500000 Penalty: 4740.540039
	Iteration 0F: 3 clusters Score -1564510 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1567769.000000 Penalty: 4740.540039
	Iteration 1F: 3 clusters Score -1567769 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1568144.750000 Penalty: 4740.540039
	Iteration 2F: 3 clusters Score -1568145 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1568429.250000 Penalty: 4740.540039
	Iteration 3Q: 3 clusters Score -1568429 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1568679.375000 Penalty: 4740.540039
	Iteration 4Q: 3 clusters Score -1568679 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1568911.375000 Penalty: 4740.540039
	Iteration 5Q: 3 clusters Score -1568911 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1569163.125000 Penalty: 4740.540039
	Iteration 6Q: 3 clusters Score -1569163 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1569458.875000 Penalty: 4740.540039
	Iteration 7Q: 3 clusters Score -1569459 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1569833.000000 Penalty: 4740.540039
	Iteration 8Q: 3 clusters Score -1569833 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1570235.875000 Penalty: 4740.540039
	Iteration 9Q: 3 clusters Score -1570236 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1570718.625000 Penalty: 4740.540039
	Iteration 10Q: 3 clusters Score -1570719 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1571215.375000 Penalty: 4740.540039
	Iteration 11F: 3 clusters Score -1571215 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1571637.250000 Penalty: 4740.540039
	Iteration 12Q: 3 clusters Score -1571637 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1571947.250000 Penalty: 4740.540039
	Iteration 13Q: 3 clusters Score -1571947 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1572175.750000 Penalty: 4740.540039
	Iteration 14Q: 3 clusters Score -1572176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1572349.250000 Penalty: 4740.540039
	Iteration 15Q: 3 clusters Score -1572349 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1572491.750000 Penalty: 4740.540039
	Iteration 16Q: 3 clusters Score -1572492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1572584.750000 Penalty: 4740.540039
	Iteration 17Q: 3 clusters Score -1572585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1572673.750000 Penalty: 4740.540039
	Iteration 18Q: 3 clusters Score -1572674 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1572743.000000 Penalty: 4740.540039
	Iteration 19Q: 3 clusters Score -1572743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1572798.000000 Penalty: 4740.540039
	Iteration 20F: 3 clusters Score -1572798 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1572860.000000 Penalty: 4740.540039
	Iteration 21Q: 3 clusters Score -1572860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1572907.625000 Penalty: 4740.540039
	Iteration 22Q: 3 clusters Score -1572908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1572951.625000 Penalty: 4740.540039
	Iteration 23Q: 3 clusters Score -1572952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1572995.375000 Penalty: 4740.540039
	Iteration 24Q: 3 clusters Score -1572995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1573028.000000 Penalty: 4740.540039
	Iteration 25Q: 3 clusters Score -1573028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1573050.250000 Penalty: 4740.540039
	Iteration 26Q: 3 clusters Score -1573050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1573063.500000 Penalty: 4740.540039
	Iteration 27Q: 3 clusters Score -1573064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1573077.125000 Penalty: 4740.540039
	Iteration 28Q: 3 clusters Score -1573077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1573098.375000 Penalty: 4740.540039
	Iteration 29Q: 3 clusters Score -1573098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1573108.500000 Penalty: 4740.540039
	Iteration 30Q: 3 clusters Score -1573108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1573113.750000 Penalty: 4740.540039
	Iteration 31Q: 3 clusters Score -1573114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1573117.750000 Penalty: 4740.540039
	Iteration 32Q: 3 clusters Score -1573118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1573122.250000 Penalty: 4740.540039
	Iteration 33Q: 3 clusters Score -1573122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1573123.000000 Penalty: 4740.540039
	Iteration 34Q: 3 clusters Score -1573123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1573130.625000 Penalty: 4740.540039
	Iteration 35Q: 3 clusters Score -1573131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1573134.500000 Penalty: 4740.540039
	Iteration 36Q: 3 clusters Score -1573134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1573136.500000 Penalty: 4740.540039
	Iteration 37Q: 3 clusters Score -1573136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1573138.250000 Penalty: 4740.540039
	Iteration 38Q: 3 clusters Score -1573138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1573141.000000 Penalty: 4740.540039
	Iteration 39Q: 3 clusters Score -1573141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1573138.875000 Penalty: 4740.540039
	Iteration 40F: 3 clusters Score -1573139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1573140.000000 Penalty: 4740.540039
	Iteration 41Q: 3 clusters Score -1573140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1573142.625000 Penalty: 4740.540039
	Iteration 42Q: 3 clusters Score -1573143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1573147.375000 Penalty: 4740.540039
	Iteration 43Q: 3 clusters Score -1573147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1573147.125000 Penalty: 4740.540039
	Iteration 44Q: 3 clusters Score -1573147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1573145.625000 Penalty: 4740.540039
	Iteration 45Q: 3 clusters Score -1573146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1573151.000000 Penalty: 4740.540039
	Iteration 46Q: 3 clusters Score -1573151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1573152.250000 Penalty: 4740.540039
	Iteration 47Q: 3 clusters Score -1573152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1573153.000000 Penalty: 4740.540039
	Iteration 48Q: 3 clusters Score -1573153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1573151.750000 Penalty: 4740.540039
	Iteration 49Q: 3 clusters Score -1573152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1573151.750000 Penalty: 4740.540039
	Iteration 50F: 3 clusters Score -1573152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Entering Unmasked Estep 
Score: -1793320.375000 Penalty: 2404.738037
	Iteration 0F: 2 clusters Score -1793320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1781593.125000 Penalty: 4809.476074
	Iteration 0F: 3 clusters Score -1781593 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1785722.000000 Penalty: 4809.476074
	Iteration 1F: 3 clusters Score -1785722 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1786533.875000 Penalty: 4809.476074
	Iteration 2F: 3 clusters Score -1786534 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1787226.750000 Penalty: 4809.476074
	Iteration 3F: 3 clusters Score -1787227 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1787894.000000 Penalty: 4809.476074
	Iteration 4F: 3 clusters Score -1787894 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1788580.875000 Penalty: 4809.476074
	Iteration 5F: 3 clusters Score -1788581 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1789238.875000 Penalty: 4809.476074
	Iteration 6F: 3 clusters Score -1789239 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1789833.250000 Penalty: 4809.476074
	Iteration 7F: 3 clusters Score -1789833 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1790314.125000 Penalty: 4809.476074
	Iteration 8Q: 3 clusters Score -1790314 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1790681.000000 Penalty: 4809.476074
	Iteration 9Q: 3 clusters Score -1790681 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1790966.125000 Penalty: 4809.476074
	Iteration 10Q: 3 clusters Score -1790966 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1791191.875000 Penalty: 4809.476074
	Iteration 11Q: 3 clusters Score -1791192 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1791361.500000 Penalty: 4809.476074
	Iteration 12Q: 3 clusters Score -1791362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1791478.500000 Penalty: 4809.476074
	Iteration 13Q: 3 clusters Score -1791478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1791565.500000 Penalty: 4809.476074
	Iteration 14Q: 3 clusters Score -1791566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1791637.250000 Penalty: 4809.476074
	Iteration 15Q: 3 clusters Score -1791637 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1791695.250000 Penalty: 4809.476074
	Iteration 16Q: 3 clusters Score -1791695 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1791749.750000 Penalty: 4809.476074
	Iteration 17Q: 3 clusters Score -1791750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1791802.125000 Penalty: 4809.476074
	Iteration 18Q: 3 clusters Score -1791802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1791863.250000 Penalty: 4809.476074
	Iteration 19Q: 3 clusters Score -1791863 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1791925.750000 Penalty: 4809.476074
	Iteration 20F: 3 clusters Score -1791926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1791977.500000 Penalty: 4809.476074
	Iteration 21Q: 3 clusters Score -1791978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1792009.375000 Penalty: 4809.476074
	Iteration 22Q: 3 clusters Score -1792009 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1792051.875000 Penalty: 4809.476074
	Iteration 23Q: 3 clusters Score -1792052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1792085.250000 Penalty: 4809.476074
	Iteration 24Q: 3 clusters Score -1792085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1792109.000000 Penalty: 4809.476074
	Iteration 25Q: 3 clusters Score -1792109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1792132.375000 Penalty: 4809.476074
	Iteration 26Q: 3 clusters Score -1792132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1792143.250000 Penalty: 4809.476074
	Iteration 27Q: 3 clusters Score -1792143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1792148.000000 Penalty: 4809.476074
	Iteration 28Q: 3 clusters Score -1792148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1792153.125000 Penalty: 4809.476074
	Iteration 29Q: 3 clusters Score -1792153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1792153.875000 Penalty: 4809.476074
	Iteration 30Q: 3 clusters Score -1792154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1792159.000000 Penalty: 4809.476074
	Iteration 31Q: 3 clusters Score -1792159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1792161.875000 Penalty: 4809.476074
	Iteration 32Q: 3 clusters Score -1792162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1792165.125000 Penalty: 4809.476074
	Iteration 33Q: 3 clusters Score -1792165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1792175.750000 Penalty: 4809.476074
	Iteration 34Q: 3 clusters Score -1792176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1792183.125000 Penalty: 4809.476074
	Iteration 35Q: 3 clusters Score -1792183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1792194.000000 Penalty: 4809.476074
	Iteration 36Q: 3 clusters Score -1792194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1792194.375000 Penalty: 4809.476074
	Iteration 37Q: 3 clusters Score -1792194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1792205.125000 Penalty: 4809.476074
	Iteration 38Q: 3 clusters Score -1792205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1792207.875000 Penalty: 4809.476074
	Iteration 39Q: 3 clusters Score -1792208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1792214.625000 Penalty: 4809.476074
	Iteration 40F: 3 clusters Score -1792215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1792214.000000 Penalty: 4809.476074
	Iteration 41Q: 3 clusters Score -1792214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1792222.750000 Penalty: 4809.476074
	Iteration 42Q: 3 clusters Score -1792223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1792225.125000 Penalty: 4809.476074
	Iteration 43Q: 3 clusters Score -1792225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1792230.750000 Penalty: 4809.476074
	Iteration 44Q: 3 clusters Score -1792231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1792233.000000 Penalty: 4809.476074
	Iteration 45Q: 3 clusters Score -1792233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1792228.000000 Penalty: 4809.476074
	Iteration 46Q: 3 clusters Score -1792228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1792232.125000 Penalty: 4809.476074
	Iteration 47Q: 3 clusters Score -1792232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1792232.625000 Penalty: 4809.476074
	Iteration 48Q: 3 clusters Score -1792233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1792234.125000 Penalty: 4809.476074
	Iteration 49Q: 3 clusters Score -1792234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1792237.000000 Penalty: 4809.476074
	Iteration 50Q: 3 clusters Score -1792237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1792240.500000 Penalty: 4809.476074
	Iteration 51Q: 3 clusters Score -1792240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1792243.500000 Penalty: 4809.476074
	Iteration 52Q: 3 clusters Score -1792244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1792240.625000 Penalty: 4809.476074
	Iteration 53Q: 3 clusters Score -1792241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1792243.250000 Penalty: 4809.476074
	Iteration 54Q: 3 clusters Score -1792243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1792244.375000 Penalty: 4809.476074
	Iteration 55Q: 3 clusters Score -1792244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1792251.375000 Penalty: 4809.476074
	Iteration 56Q: 3 clusters Score -1792251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1792251.375000 Penalty: 4809.476074
	Iteration 57Q: 3 clusters Score -1792251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1792250.750000 Penalty: 4809.476074
	Iteration 58Q: 3 clusters Score -1792251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1792252.250000 Penalty: 4809.476074
	Iteration 59Q: 3 clusters Score -1792252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1792255.750000 Penalty: 4809.476074
	Iteration 60F: 3 clusters Score -1792256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1792253.125000 Penalty: 4809.476074
	Iteration 61Q: 3 clusters Score -1792253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1792257.625000 Penalty: 4809.476074
	Iteration 62Q: 3 clusters Score -1792258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1792255.750000 Penalty: 4809.476074
	Iteration 63Q: 3 clusters Score -1792256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1792260.750000 Penalty: 4809.476074
	Iteration 64Q: 3 clusters Score -1792261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1792260.750000 Penalty: 4809.476074
	Iteration 65Q: 3 clusters Score -1792261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1792259.125000 Penalty: 4809.476074
	Iteration 66Q: 3 clusters Score -1792259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1792259.125000 Penalty: 4809.476074
	Iteration 67F: 3 clusters Score -1792259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Entering Unmasked Estep 
Score: -2534039.000000 Penalty: 2481.677979
	Iteration 0F: 2 clusters Score -2534039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2518640.750000 Penalty: 4963.355957
	Iteration 0F: 3 clusters Score -2518641 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2523880.500000 Penalty: 4963.355957
	Iteration 1F: 3 clusters Score -2523880 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2524376.750000 Penalty: 4963.355957
	Iteration 2F: 3 clusters Score -2524377 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2524804.500000 Penalty: 4963.355957
	Iteration 3Q: 3 clusters Score -2524804 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2525222.250000 Penalty: 4963.355957
	Iteration 4Q: 3 clusters Score -2525222 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2525634.250000 Penalty: 4963.355957
	Iteration 5Q: 3 clusters Score -2525634 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2526123.500000 Penalty: 4963.355957
	Iteration 6Q: 3 clusters Score -2526124 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2526727.750000 Penalty: 4963.355957
	Iteration 7Q: 3 clusters Score -2526728 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2527491.000000 Penalty: 4963.355957
	Iteration 8Q: 3 clusters Score -2527491 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2528408.000000 Penalty: 4963.355957
	Iteration 9F: 3 clusters Score -2528408 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2529406.750000 Penalty: 4963.355957
	Iteration 10F: 3 clusters Score -2529407 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2530351.000000 Penalty: 4963.355957
	Iteration 11Q: 3 clusters Score -2530351 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2531294.000000 Penalty: 4963.355957
	Iteration 12Q: 3 clusters Score -2531294 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2532153.750000 Penalty: 4963.355957
	Iteration 13Q: 3 clusters Score -2532154 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2532669.500000 Penalty: 4963.355957
	Iteration 14Q: 3 clusters Score -2532670 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2532868.750000 Penalty: 4963.355957
	Iteration 15Q: 3 clusters Score -2532869 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2532959.500000 Penalty: 4963.355957
	Iteration 16Q: 3 clusters Score -2532960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2533011.250000 Penalty: 4963.355957
	Iteration 17Q: 3 clusters Score -2533011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2533044.250000 Penalty: 4963.355957
	Iteration 18Q: 3 clusters Score -2533044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2533074.000000 Penalty: 4963.355957
	Iteration 19Q: 3 clusters Score -2533074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2533091.250000 Penalty: 4963.355957
	Iteration 20F: 3 clusters Score -2533091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2533121.250000 Penalty: 4963.355957
	Iteration 21Q: 3 clusters Score -2533121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2533148.000000 Penalty: 4963.355957
	Iteration 22Q: 3 clusters Score -2533148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2533185.000000 Penalty: 4963.355957
	Iteration 23Q: 3 clusters Score -2533185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2533211.500000 Penalty: 4963.355957
	Iteration 24Q: 3 clusters Score -2533212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2533250.250000 Penalty: 4963.355957
	Iteration 25Q: 3 clusters Score -2533250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2533300.000000 Penalty: 4963.355957
	Iteration 26Q: 3 clusters Score -2533300 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2533352.500000 Penalty: 4963.355957
	Iteration 27Q: 3 clusters Score -2533352 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2533426.250000 Penalty: 4963.355957
	Iteration 28Q: 3 clusters Score -2533426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2533499.750000 Penalty: 4963.355957
	Iteration 29Q: 3 clusters Score -2533500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2533600.750000 Penalty: 4963.355957
	Iteration 30Q: 3 clusters Score -2533601 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2533722.250000 Penalty: 4963.355957
	Iteration 31Q: 3 clusters Score -2533722 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2533862.500000 Penalty: 4963.355957
	Iteration 32Q: 3 clusters Score -2533862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2534047.500000 Penalty: 4963.355957
	Iteration 33Q: 3 clusters Score -2534048 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2534253.750000 Penalty: 4963.355957
	Iteration 34Q: 3 clusters Score -2534254 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2534449.250000 Penalty: 4963.355957
	Iteration 35Q: 3 clusters Score -2534449 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2534680.000000 Penalty: 4963.355957
	Iteration 36Q: 3 clusters Score -2534680 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2534852.750000 Penalty: 4963.355957
	Iteration 37Q: 3 clusters Score -2534853 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2534988.750000 Penalty: 4963.355957
	Iteration 38Q: 3 clusters Score -2534989 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2535074.000000 Penalty: 4963.355957
	Iteration 39Q: 3 clusters Score -2535074 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2535404.250000 Penalty: 4963.355957
	Iteration 40F: 3 clusters Score -2535404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2535573.250000 Penalty: 4963.355957
	Iteration 41Q: 3 clusters Score -2535573 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2535594.500000 Penalty: 4963.355957
	Iteration 42Q: 3 clusters Score -2535594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2535622.000000 Penalty: 4963.355957
	Iteration 43Q: 3 clusters Score -2535622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2535638.000000 Penalty: 4963.355957
	Iteration 44Q: 3 clusters Score -2535638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2535637.000000 Penalty: 4963.355957
	Iteration 45Q: 3 clusters Score -2535637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2535644.500000 Penalty: 4963.355957
	Iteration 46Q: 3 clusters Score -2535644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2535654.250000 Penalty: 4963.355957
	Iteration 47Q: 3 clusters Score -2535654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2535661.000000 Penalty: 4963.355957
	Iteration 48Q: 3 clusters Score -2535661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2535661.500000 Penalty: 4963.355957
	Iteration 49Q: 3 clusters Score -2535662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2535664.000000 Penalty: 4963.355957
	Iteration 50Q: 3 clusters Score -2535664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2535665.750000 Penalty: 4963.355957
	Iteration 51Q: 3 clusters Score -2535666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2535667.250000 Penalty: 4963.355957
	Iteration 52Q: 3 clusters Score -2535667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2535667.000000 Penalty: 4963.355957
	Iteration 53Q: 3 clusters Score -2535667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2535662.750000 Penalty: 4963.355957
	Iteration 54Q: 3 clusters Score -2535663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2535665.000000 Penalty: 4963.355957
	Iteration 55Q: 3 clusters Score -2535665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2535665.500000 Penalty: 4963.355957
	Iteration 56Q: 3 clusters Score -2535666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2535667.500000 Penalty: 4963.355957
	Iteration 57Q: 3 clusters Score -2535668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2535667.000000 Penalty: 4963.355957
	Iteration 58Q: 3 clusters Score -2535667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2535667.000000 Penalty: 4963.355957
	Iteration 59F: 3 clusters Score -2535667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48842 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16694 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 37715 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16655 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74093 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111631 members 
Mstep: Class 27 contains 296508 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10725 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33629 members 
Entering Unmasked Estep 
Score: -110922768.000000 Penalty: 137178.328125
Splitting cluster 14 changes total score from -110922160.000000 to -110922768.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 15 (37715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Entering Unmasked Estep 
Score: -4266848.500000 Penalty: 2613.377686
	Iteration 0F: 2 clusters Score -4266848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4241293.000000 Penalty: 5226.755371
	Iteration 0F: 3 clusters Score -4241293 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4250687.000000 Penalty: 5226.755371
	Iteration 1F: 3 clusters Score -4250687 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4251398.500000 Penalty: 5226.755371
	Iteration 2F: 3 clusters Score -4251398 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4252236.500000 Penalty: 5226.755371
	Iteration 3F: 3 clusters Score -4252236 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4253222.000000 Penalty: 5226.755371
	Iteration 4F: 3 clusters Score -4253222 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4254286.500000 Penalty: 5226.755371
	Iteration 5F: 3 clusters Score -4254286 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -4255392.500000 Penalty: 5226.755371
	Iteration 6F: 3 clusters Score -4255392 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4256358.000000 Penalty: 5226.755371
	Iteration 7F: 3 clusters Score -4256358 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4257308.000000 Penalty: 5226.755371
	Iteration 8Q: 3 clusters Score -4257308 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4258170.500000 Penalty: 5226.755371
	Iteration 9Q: 3 clusters Score -4258170 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -4259068.500000 Penalty: 5226.755371
	Iteration 10Q: 3 clusters Score -4259068 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4260007.500000 Penalty: 5226.755371
	Iteration 11Q: 3 clusters Score -4260008 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4260836.000000 Penalty: 5226.755371
	Iteration 12Q: 3 clusters Score -4260836 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4261328.000000 Penalty: 5226.755371
	Iteration 13Q: 3 clusters Score -4261328 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4261626.000000 Penalty: 5226.755371
	Iteration 14Q: 3 clusters Score -4261626 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4261778.000000 Penalty: 5226.755371
	Iteration 15Q: 3 clusters Score -4261778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4261923.000000 Penalty: 5226.755371
	Iteration 16Q: 3 clusters Score -4261923 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -4262051.000000 Penalty: 5226.755371
	Iteration 17Q: 3 clusters Score -4262051 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4262150.500000 Penalty: 5226.755371
	Iteration 18Q: 3 clusters Score -4262150 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4262255.000000 Penalty: 5226.755371
	Iteration 19Q: 3 clusters Score -4262255 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4262377.500000 Penalty: 5226.755371
	Iteration 20F: 3 clusters Score -4262378 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4262503.500000 Penalty: 5226.755371
	Iteration 21Q: 3 clusters Score -4262504 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4262604.500000 Penalty: 5226.755371
	Iteration 22Q: 3 clusters Score -4262604 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4262741.000000 Penalty: 5226.755371
	Iteration 23Q: 3 clusters Score -4262741 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4262901.500000 Penalty: 5226.755371
	Iteration 24Q: 3 clusters Score -4262902 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4263063.500000 Penalty: 5226.755371
	Iteration 25Q: 3 clusters Score -4263064 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4263217.000000 Penalty: 5226.755371
	Iteration 26Q: 3 clusters Score -4263217 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -4263376.000000 Penalty: 5226.755371
	Iteration 27Q: 3 clusters Score -4263376 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -4263549.000000 Penalty: 5226.755371
	Iteration 28Q: 3 clusters Score -4263549 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4263677.000000 Penalty: 5226.755371
	Iteration 29Q: 3 clusters Score -4263677 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4263840.000000 Penalty: 5226.755371
	Iteration 30Q: 3 clusters Score -4263840 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4264033.500000 Penalty: 5226.755371
	Iteration 31Q: 3 clusters Score -4264034 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4264210.000000 Penalty: 5226.755371
	Iteration 32Q: 3 clusters Score -4264210 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4264369.000000 Penalty: 5226.755371
	Iteration 33Q: 3 clusters Score -4264369 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4264527.000000 Penalty: 5226.755371
	Iteration 34Q: 3 clusters Score -4264527 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4264685.500000 Penalty: 5226.755371
	Iteration 35Q: 3 clusters Score -4264686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4264802.000000 Penalty: 5226.755371
	Iteration 36Q: 3 clusters Score -4264802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4264893.500000 Penalty: 5226.755371
	Iteration 37Q: 3 clusters Score -4264894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4264957.000000 Penalty: 5226.755371
	Iteration 38Q: 3 clusters Score -4264957 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4265034.500000 Penalty: 5226.755371
	Iteration 39Q: 3 clusters Score -4265034 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4265105.500000 Penalty: 5226.755371
	Iteration 40F: 3 clusters Score -4265106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4265149.500000 Penalty: 5226.755371
	Iteration 41Q: 3 clusters Score -4265150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4265192.000000 Penalty: 5226.755371
	Iteration 42Q: 3 clusters Score -4265192 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4265233.000000 Penalty: 5226.755371
	Iteration 43Q: 3 clusters Score -4265233 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4265275.500000 Penalty: 5226.755371
	Iteration 44Q: 3 clusters Score -4265276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4265302.500000 Penalty: 5226.755371
	Iteration 45Q: 3 clusters Score -4265302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4265329.500000 Penalty: 5226.755371
	Iteration 46Q: 3 clusters Score -4265330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4265350.500000 Penalty: 5226.755371
	Iteration 47Q: 3 clusters Score -4265350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4265348.500000 Penalty: 5226.755371
	Iteration 48Q: 3 clusters Score -4265348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4265361.000000 Penalty: 5226.755371
	Iteration 49Q: 3 clusters Score -4265361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4265360.000000 Penalty: 5226.755371
	Iteration 50Q: 3 clusters Score -4265360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4265368.500000 Penalty: 5226.755371
	Iteration 51Q: 3 clusters Score -4265368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4265366.000000 Penalty: 5226.755371
	Iteration 52Q: 3 clusters Score -4265366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4265370.000000 Penalty: 5226.755371
	Iteration 53Q: 3 clusters Score -4265370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4265359.000000 Penalty: 5226.755371
	Iteration 54Q: 3 clusters Score -4265359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4265359.000000 Penalty: 5226.755371
	Iteration 55Q: 3 clusters Score -4265359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4265346.500000 Penalty: 5226.755371
	Iteration 56Q: 3 clusters Score -4265346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4265353.500000 Penalty: 5226.755371
	Iteration 57Q: 3 clusters Score -4265354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4265347.500000 Penalty: 5226.755371
	Iteration 58Q: 3 clusters Score -4265348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4265348.500000 Penalty: 5226.755371
	Iteration 59Q: 3 clusters Score -4265348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4265354.000000 Penalty: 5226.755371
	Iteration 60F: 3 clusters Score -4265354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4265365.000000 Penalty: 5226.755371
	Iteration 61Q: 3 clusters Score -4265365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4265367.500000 Penalty: 5226.755371
	Iteration 62Q: 3 clusters Score -4265368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4265367.500000 Penalty: 5226.755371
	Iteration 63Q: 3 clusters Score -4265368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4265370.000000 Penalty: 5226.755371
	Iteration 64Q: 3 clusters Score -4265370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4265370.500000 Penalty: 5226.755371
	Iteration 65Q: 3 clusters Score -4265370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4265368.000000 Penalty: 5226.755371
	Iteration 66Q: 3 clusters Score -4265368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4265367.500000 Penalty: 5226.755371
	Iteration 67Q: 3 clusters Score -4265368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4265367.500000 Penalty: 5226.755371
	Iteration 68F: 3 clusters Score -4265368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129226.562500 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127160.304688 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127160.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127483.039062 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -127483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127600.781250 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -127600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127657.359375 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -127657.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127685.062500 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -127685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127707.320312 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -127707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127714.046875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -127714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127717.320312 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -127717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127720.132812 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -127720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127723.804688 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -127723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127728.875000 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -127728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127734.351562 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -127734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127740.851562 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -127740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127746.328125 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -127746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127750.343750 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -127750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127754.257812 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -127754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127760.671875 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -127760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127765.960938 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -127766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127773.281250 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -127773.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127780.500000 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -127780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127784.046875 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -127784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127784.601562 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -127784.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127784.601562 Penalty: 3509.181641
	Iteration 22F: 3 clusters Score -127784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Entering Unmasked Estep 
Score: -1909022.375000 Penalty: 2410.675537
	Iteration 0F: 2 clusters Score -1909022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1897110.250000 Penalty: 4821.351074
	Iteration 0F: 3 clusters Score -1897110 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1900997.500000 Penalty: 4821.351074
	Iteration 1F: 3 clusters Score -1900998 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1901304.625000 Penalty: 4821.351074
	Iteration 2F: 3 clusters Score -1901305 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1901546.500000 Penalty: 4821.351074
	Iteration 3Q: 3 clusters Score -1901546 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1901782.625000 Penalty: 4821.351074
	Iteration 4Q: 3 clusters Score -1901783 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1902051.250000 Penalty: 4821.351074
	Iteration 5Q: 3 clusters Score -1902051 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1902434.000000 Penalty: 4821.351074
	Iteration 6Q: 3 clusters Score -1902434 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1902919.125000 Penalty: 4821.351074
	Iteration 7F: 3 clusters Score -1902919 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1903508.125000 Penalty: 4821.351074
	Iteration 8F: 3 clusters Score -1903508 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1904261.375000 Penalty: 4821.351074
	Iteration 9F: 3 clusters Score -1904261 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1905038.250000 Penalty: 4821.351074
	Iteration 10F: 3 clusters Score -1905038 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1905723.750000 Penalty: 4821.351074
	Iteration 11F: 3 clusters Score -1905724 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1906184.625000 Penalty: 4821.351074
	Iteration 12Q: 3 clusters Score -1906185 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1906473.000000 Penalty: 4821.351074
	Iteration 13Q: 3 clusters Score -1906473 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1906654.125000 Penalty: 4821.351074
	Iteration 14Q: 3 clusters Score -1906654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1906767.250000 Penalty: 4821.351074
	Iteration 15Q: 3 clusters Score -1906767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1906852.875000 Penalty: 4821.351074
	Iteration 16Q: 3 clusters Score -1906853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1906897.375000 Penalty: 4821.351074
	Iteration 17Q: 3 clusters Score -1906897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1906925.500000 Penalty: 4821.351074
	Iteration 18Q: 3 clusters Score -1906926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1906947.000000 Penalty: 4821.351074
	Iteration 19Q: 3 clusters Score -1906947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1906962.875000 Penalty: 4821.351074
	Iteration 20F: 3 clusters Score -1906963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1906984.250000 Penalty: 4821.351074
	Iteration 21Q: 3 clusters Score -1906984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1906992.500000 Penalty: 4821.351074
	Iteration 22Q: 3 clusters Score -1906992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1906997.250000 Penalty: 4821.351074
	Iteration 23Q: 3 clusters Score -1906997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1907000.000000 Penalty: 4821.351074
	Iteration 24Q: 3 clusters Score -1907000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1907003.875000 Penalty: 4821.351074
	Iteration 25Q: 3 clusters Score -1907004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1907009.125000 Penalty: 4821.351074
	Iteration 26Q: 3 clusters Score -1907009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1907014.750000 Penalty: 4821.351074
	Iteration 27Q: 3 clusters Score -1907015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1907023.500000 Penalty: 4821.351074
	Iteration 28Q: 3 clusters Score -1907024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1907026.250000 Penalty: 4821.351074
	Iteration 29Q: 3 clusters Score -1907026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1907027.250000 Penalty: 4821.351074
	Iteration 30Q: 3 clusters Score -1907027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1907027.250000 Penalty: 4821.351074
	Iteration 31F: 3 clusters Score -1907027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Entering Unmasked Estep 
Score: -5343933.500000 Penalty: 2667.965088
	Iteration 0F: 2 clusters Score -5343934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5312313.500000 Penalty: 5335.930176
	Iteration 0F: 3 clusters Score -5312314 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5324069.500000 Penalty: 5335.930176
	Iteration 1F: 3 clusters Score -5324070 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5324788.500000 Penalty: 5335.930176
	Iteration 2Q: 3 clusters Score -5324788 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5325731.000000 Penalty: 5335.930176
	Iteration 3Q: 3 clusters Score -5325731 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5327048.500000 Penalty: 5335.930176
	Iteration 4Q: 3 clusters Score -5327048 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -5328864.000000 Penalty: 5335.930176
	Iteration 5F: 3 clusters Score -5328864 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -5331092.000000 Penalty: 5335.930176
	Iteration 6F: 3 clusters Score -5331092 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -5333530.500000 Penalty: 5335.930176
	Iteration 7F: 3 clusters Score -5333530 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5335692.500000 Penalty: 5335.930176
	Iteration 8F: 3 clusters Score -5335692 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -5337272.000000 Penalty: 5335.930176
	Iteration 9F: 3 clusters Score -5337272 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5338321.500000 Penalty: 5335.930176
	Iteration 10Q: 3 clusters Score -5338322 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5339010.000000 Penalty: 5335.930176
	Iteration 11Q: 3 clusters Score -5339010 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -5339562.500000 Penalty: 5335.930176
	Iteration 12Q: 3 clusters Score -5339562 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5339955.000000 Penalty: 5335.930176
	Iteration 13Q: 3 clusters Score -5339955 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -5340247.500000 Penalty: 5335.930176
	Iteration 14Q: 3 clusters Score -5340248 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5340495.000000 Penalty: 5335.930176
	Iteration 15Q: 3 clusters Score -5340495 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5340709.000000 Penalty: 5335.930176
	Iteration 16Q: 3 clusters Score -5340709 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5340886.000000 Penalty: 5335.930176
	Iteration 17Q: 3 clusters Score -5340886 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5340988.500000 Penalty: 5335.930176
	Iteration 18Q: 3 clusters Score -5340988 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5341116.500000 Penalty: 5335.930176
	Iteration 19Q: 3 clusters Score -5341116 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5341213.000000 Penalty: 5335.930176
	Iteration 20F: 3 clusters Score -5341213 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5341265.000000 Penalty: 5335.930176
	Iteration 21Q: 3 clusters Score -5341265 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5341321.000000 Penalty: 5335.930176
	Iteration 22Q: 3 clusters Score -5341321 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5341371.000000 Penalty: 5335.930176
	Iteration 23Q: 3 clusters Score -5341371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5341389.500000 Penalty: 5335.930176
	Iteration 24Q: 3 clusters Score -5341390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5341409.500000 Penalty: 5335.930176
	Iteration 25Q: 3 clusters Score -5341410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5341440.000000 Penalty: 5335.930176
	Iteration 26Q: 3 clusters Score -5341440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5341469.000000 Penalty: 5335.930176
	Iteration 27Q: 3 clusters Score -5341469 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5341516.000000 Penalty: 5335.930176
	Iteration 28Q: 3 clusters Score -5341516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5341533.500000 Penalty: 5335.930176
	Iteration 29Q: 3 clusters Score -5341534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5341560.000000 Penalty: 5335.930176
	Iteration 30Q: 3 clusters Score -5341560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5341597.000000 Penalty: 5335.930176
	Iteration 31Q: 3 clusters Score -5341597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5341601.000000 Penalty: 5335.930176
	Iteration 32Q: 3 clusters Score -5341601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5341604.500000 Penalty: 5335.930176
	Iteration 33Q: 3 clusters Score -5341604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5341602.500000 Penalty: 5335.930176
	Iteration 34Q: 3 clusters Score -5341602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5341612.000000 Penalty: 5335.930176
	Iteration 35Q: 3 clusters Score -5341612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5341613.500000 Penalty: 5335.930176
	Iteration 36Q: 3 clusters Score -5341614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5341621.500000 Penalty: 5335.930176
	Iteration 37Q: 3 clusters Score -5341622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5341636.000000 Penalty: 5335.930176
	Iteration 38Q: 3 clusters Score -5341636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5341629.500000 Penalty: 5335.930176
	Iteration 39Q: 3 clusters Score -5341630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5341632.000000 Penalty: 5335.930176
	Iteration 40F: 3 clusters Score -5341632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5341631.500000 Penalty: 5335.930176
	Iteration 41Q: 3 clusters Score -5341632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5341644.000000 Penalty: 5335.930176
	Iteration 42Q: 3 clusters Score -5341644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5341636.500000 Penalty: 5335.930176
	Iteration 43Q: 3 clusters Score -5341636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5341639.000000 Penalty: 5335.930176
	Iteration 44Q: 3 clusters Score -5341639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -5341645.500000 Penalty: 5335.930176
	Iteration 45Q: 3 clusters Score -5341646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5341646.500000 Penalty: 5335.930176
	Iteration 46Q: 3 clusters Score -5341646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5341661.000000 Penalty: 5335.930176
	Iteration 47Q: 3 clusters Score -5341661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5341667.000000 Penalty: 5335.930176
	Iteration 48Q: 3 clusters Score -5341667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5341675.500000 Penalty: 5335.930176
	Iteration 49Q: 3 clusters Score -5341676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5341677.500000 Penalty: 5335.930176
	Iteration 50Q: 3 clusters Score -5341678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5341680.500000 Penalty: 5335.930176
	Iteration 51Q: 3 clusters Score -5341680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -5341674.500000 Penalty: 5335.930176
	Iteration 52Q: 3 clusters Score -5341674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -5341682.000000 Penalty: 5335.930176
	Iteration 53Q: 3 clusters Score -5341682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -5341691.000000 Penalty: 5335.930176
	Iteration 54Q: 3 clusters Score -5341691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -5341693.500000 Penalty: 5335.930176
	Iteration 55Q: 3 clusters Score -5341694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5341701.000000 Penalty: 5335.930176
	Iteration 56Q: 3 clusters Score -5341701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5341707.000000 Penalty: 5335.930176
	Iteration 57Q: 3 clusters Score -5341707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5341704.000000 Penalty: 5335.930176
	Iteration 58Q: 3 clusters Score -5341704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5341701.000000 Penalty: 5335.930176
	Iteration 59Q: 3 clusters Score -5341701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -5341706.000000 Penalty: 5335.930176
	Iteration 60F: 3 clusters Score -5341706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5341707.000000 Penalty: 5335.930176
	Iteration 61Q: 3 clusters Score -5341707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5341707.500000 Penalty: 5335.930176
	Iteration 62Q: 3 clusters Score -5341708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5341715.500000 Penalty: 5335.930176
	Iteration 63Q: 3 clusters Score -5341716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5341713.500000 Penalty: 5335.930176
	Iteration 64Q: 3 clusters Score -5341714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5341722.500000 Penalty: 5335.930176
	Iteration 65Q: 3 clusters Score -5341722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5341729.000000 Penalty: 5335.930176
	Iteration 66Q: 3 clusters Score -5341729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5341743.000000 Penalty: 5335.930176
	Iteration 67Q: 3 clusters Score -5341743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5341735.000000 Penalty: 5335.930176
	Iteration 68Q: 3 clusters Score -5341735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -5341738.500000 Penalty: 5335.930176
	Iteration 69Q: 3 clusters Score -5341738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -5341747.500000 Penalty: 5335.930176
	Iteration 70Q: 3 clusters Score -5341748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -5341747.500000 Penalty: 5335.930176
	Iteration 71Q: 3 clusters Score -5341748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -5341755.000000 Penalty: 5335.930176
	Iteration 72Q: 3 clusters Score -5341755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5341758.000000 Penalty: 5335.930176
	Iteration 73Q: 3 clusters Score -5341758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5341770.500000 Penalty: 5335.930176
	Iteration 74Q: 3 clusters Score -5341770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5341764.500000 Penalty: 5335.930176
	Iteration 75Q: 3 clusters Score -5341764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5341777.500000 Penalty: 5335.930176
	Iteration 76Q: 3 clusters Score -5341778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5341780.500000 Penalty: 5335.930176
	Iteration 77Q: 3 clusters Score -5341780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5341782.500000 Penalty: 5335.930176
	Iteration 78Q: 3 clusters Score -5341782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -5341786.500000 Penalty: 5335.930176
	Iteration 79Q: 3 clusters Score -5341786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5341790.500000 Penalty: 5335.930176
	Iteration 80F: 3 clusters Score -5341790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -5341793.000000 Penalty: 5335.930176
	Iteration 81Q: 3 clusters Score -5341793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5341787.500000 Penalty: 5335.930176
	Iteration 82Q: 3 clusters Score -5341788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5341786.500000 Penalty: 5335.930176
	Iteration 83Q: 3 clusters Score -5341786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5341788.500000 Penalty: 5335.930176
	Iteration 84Q: 3 clusters Score -5341788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -5341792.000000 Penalty: 5335.930176
	Iteration 85Q: 3 clusters Score -5341792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5341793.500000 Penalty: 5335.930176
	Iteration 86Q: 3 clusters Score -5341794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5341793.500000 Penalty: 5335.930176
	Iteration 87F: 3 clusters Score -5341794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -218224.937500 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -218224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215641.218750 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -215641.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -216060.531250 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -216060.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216179.718750 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -216179.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216245.765625 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -216245.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -216277.781250 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -216277.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -216295.718750 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -216295.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216306.765625 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -216306.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216316.171875 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -216316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216322.031250 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -216322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216326.953125 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -216327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216330.781250 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -216330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -216333.203125 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -216333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -216334.062500 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -216334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216334.125000 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -216334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216334.125000 Penalty: 3751.862305
	Iteration 14F: 3 clusters Score -216334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Entering Unmasked Estep 
Score: -8412937.000000 Penalty: 2780.843018
	Iteration 0F: 2 clusters Score -8412937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -8363248.000000 Penalty: 5561.686035
	Iteration 0F: 3 clusters Score -8363248 nChanged 34686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8382365.500000 Penalty: 5561.686035
	Iteration 1F: 3 clusters Score -8382366 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -8383085.500000 Penalty: 5561.686035
	Iteration 2Q: 3 clusters Score -8383086 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -8383874.000000 Penalty: 5561.686035
	Iteration 3Q: 3 clusters Score -8383874 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8384709.500000 Penalty: 5561.686035
	Iteration 4Q: 3 clusters Score -8384710 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8385978.500000 Penalty: 5561.686035
	Iteration 5Q: 3 clusters Score -8385978 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8387845.500000 Penalty: 5561.686035
	Iteration 6Q: 3 clusters Score -8387846 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -8390886.000000 Penalty: 5561.686035
	Iteration 7F: 3 clusters Score -8390886 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -8395276.000000 Penalty: 5561.686035
	Iteration 8F: 3 clusters Score -8395276 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8400368.000000 Penalty: 5561.686035
	Iteration 9F: 3 clusters Score -8400368 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -8404867.000000 Penalty: 5561.686035
	Iteration 10F: 3 clusters Score -8404867 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -8407750.000000 Penalty: 5561.686035
	Iteration 11Q: 3 clusters Score -8407750 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -8409122.000000 Penalty: 5561.686035
	Iteration 12Q: 3 clusters Score -8409122 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -8409770.000000 Penalty: 5561.686035
	Iteration 13Q: 3 clusters Score -8409770 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -8410064.000000 Penalty: 5561.686035
	Iteration 14Q: 3 clusters Score -8410064 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -8410222.000000 Penalty: 5561.686035
	Iteration 15Q: 3 clusters Score -8410222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -8410337.000000 Penalty: 5561.686035
	Iteration 16Q: 3 clusters Score -8410337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -8410394.000000 Penalty: 5561.686035
	Iteration 17Q: 3 clusters Score -8410394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -8410428.000000 Penalty: 5561.686035
	Iteration 18Q: 3 clusters Score -8410428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -8410472.000000 Penalty: 5561.686035
	Iteration 19Q: 3 clusters Score -8410472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -8410493.000000 Penalty: 5561.686035
	Iteration 20F: 3 clusters Score -8410493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -8410515.000000 Penalty: 5561.686035
	Iteration 21Q: 3 clusters Score -8410515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -8410522.000000 Penalty: 5561.686035
	Iteration 22Q: 3 clusters Score -8410522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -8410524.000000 Penalty: 5561.686035
	Iteration 23Q: 3 clusters Score -8410524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -8410542.000000 Penalty: 5561.686035
	Iteration 24Q: 3 clusters Score -8410542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -8410546.000000 Penalty: 5561.686035
	Iteration 25Q: 3 clusters Score -8410546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -8410549.000000 Penalty: 5561.686035
	Iteration 26Q: 3 clusters Score -8410549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -8410553.000000 Penalty: 5561.686035
	Iteration 27Q: 3 clusters Score -8410553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -8410554.000000 Penalty: 5561.686035
	Iteration 28Q: 3 clusters Score -8410554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -8410564.000000 Penalty: 5561.686035
	Iteration 29Q: 3 clusters Score -8410564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -8410569.000000 Penalty: 5561.686035
	Iteration 30Q: 3 clusters Score -8410569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -8410568.000000 Penalty: 5561.686035
	Iteration 31Q: 3 clusters Score -8410568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -8410568.000000 Penalty: 5561.686035
	Iteration 32Q: 3 clusters Score -8410568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -8410568.000000 Penalty: 5561.686035
	Iteration 33F: 3 clusters Score -8410568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -327850.906250 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -327850.9 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 1530 members 
Entering Unmasked Estep 
Score: -324609.750000 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -324609.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -325317.875000 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -325317.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -325494.906250 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -325494.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -325624.375000 Penalty: 3972.973877
	Iteration 3Q: 3 clusters Score -325624.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325764.531250 Penalty: 3972.973877
	Iteration 4Q: 3 clusters Score -325764.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -325875.812500 Penalty: 3972.973877
	Iteration 5Q: 3 clusters Score -325875.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -325980.781250 Penalty: 3972.973877
	Iteration 6Q: 3 clusters Score -325980.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -326113.281250 Penalty: 3972.973877
	Iteration 7Q: 3 clusters Score -326113.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -326250.406250 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -326250.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -326386.531250 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -326386.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -326515.062500 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -326515.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -326630.968750 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -326631 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -326753.062500 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -326753.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -326882.750000 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -326882.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -326983.468750 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -326983.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -327060.687500 Penalty: 3972.973877
	Iteration 15Q: 3 clusters Score -327060.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -327108.812500 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -327108.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -327137.500000 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -327137.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -327156.187500 Penalty: 3972.973877
	Iteration 18Q: 3 clusters Score -327156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -327169.343750 Penalty: 3972.973877
	Iteration 19Q: 3 clusters Score -327169.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -327186.312500 Penalty: 3972.973877
	Iteration 20F: 3 clusters Score -327186.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -327196.468750 Penalty: 3972.973877
	Iteration 21Q: 3 clusters Score -327196.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -327201.562500 Penalty: 3972.973877
	Iteration 22Q: 3 clusters Score -327201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -327207.812500 Penalty: 3972.973877
	Iteration 23Q: 3 clusters Score -327207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -327212.312500 Penalty: 3972.973877
	Iteration 24Q: 3 clusters Score -327212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -327216.062500 Penalty: 3972.973877
	Iteration 25Q: 3 clusters Score -327216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -327218.500000 Penalty: 3972.973877
	Iteration 26Q: 3 clusters Score -327218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -327221.531250 Penalty: 3972.973877
	Iteration 27Q: 3 clusters Score -327221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -327223.062500 Penalty: 3972.973877
	Iteration 28Q: 3 clusters Score -327223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -327223.062500 Penalty: 3972.973877
	Iteration 29Q: 3 clusters Score -327223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -327223.843750 Penalty: 3972.973877
	Iteration 30Q: 3 clusters Score -327223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -327225.968750 Penalty: 3972.973877
	Iteration 31Q: 3 clusters Score -327226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -327226.812500 Penalty: 3972.973877
	Iteration 32Q: 3 clusters Score -327226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -327227.281250 Penalty: 3972.973877
	Iteration 33Q: 3 clusters Score -327227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -327227.500000 Penalty: 3972.973877
	Iteration 34Q: 3 clusters Score -327227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -327227.500000 Penalty: 3972.973877
	Iteration 35F: 3 clusters Score -327227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -366108.968750 Penalty: 2016.108521
	Iteration 0F: 2 clusters Score -366109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -362580.000000 Penalty: 4032.217041
	Iteration 0F: 3 clusters Score -362580 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -363457.406250 Penalty: 4032.217041
	Iteration 1F: 3 clusters Score -363457.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -363666.343750 Penalty: 4032.217041
	Iteration 2F: 3 clusters Score -363666.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -363801.343750 Penalty: 4032.217041
	Iteration 3F: 3 clusters Score -363801.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -363888.187500 Penalty: 4032.217041
	Iteration 4Q: 3 clusters Score -363888.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -363964.187500 Penalty: 4032.217041
	Iteration 5Q: 3 clusters Score -363964.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -364031.531250 Penalty: 4032.217041
	Iteration 6Q: 3 clusters Score -364031.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -364094.625000 Penalty: 4032.217041
	Iteration 7Q: 3 clusters Score -364094.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -364166.906250 Penalty: 4032.217041
	Iteration 8Q: 3 clusters Score -364166.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -364231.750000 Penalty: 4032.217041
	Iteration 9Q: 3 clusters Score -364231.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -364289.500000 Penalty: 4032.217041
	Iteration 10Q: 3 clusters Score -364289.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -364356.062500 Penalty: 4032.217041
	Iteration 11Q: 3 clusters Score -364356.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -364430.531250 Penalty: 4032.217041
	Iteration 12Q: 3 clusters Score -364430.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -364492.375000 Penalty: 4032.217041
	Iteration 13Q: 3 clusters Score -364492.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -364547.968750 Penalty: 4032.217041
	Iteration 14Q: 3 clusters Score -364548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -364582.781250 Penalty: 4032.217041
	Iteration 15Q: 3 clusters Score -364582.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -364608.968750 Penalty: 4032.217041
	Iteration 16Q: 3 clusters Score -364609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -364630.906250 Penalty: 4032.217041
	Iteration 17Q: 3 clusters Score -364630.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -364655.343750 Penalty: 4032.217041
	Iteration 18Q: 3 clusters Score -364655.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -364679.093750 Penalty: 4032.217041
	Iteration 19Q: 3 clusters Score -364679.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -364696.125000 Penalty: 4032.217041
	Iteration 20F: 3 clusters Score -364696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -364707.562500 Penalty: 4032.217041
	Iteration 21Q: 3 clusters Score -364707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -364716.500000 Penalty: 4032.217041
	Iteration 22Q: 3 clusters Score -364716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -364723.750000 Penalty: 4032.217041
	Iteration 23Q: 3 clusters Score -364723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -364734.656250 Penalty: 4032.217041
	Iteration 24Q: 3 clusters Score -364734.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -364743.312500 Penalty: 4032.217041
	Iteration 25Q: 3 clusters Score -364743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -364748.593750 Penalty: 4032.217041
	Iteration 26Q: 3 clusters Score -364748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -364753.093750 Penalty: 4032.217041
	Iteration 27Q: 3 clusters Score -364753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -364756.375000 Penalty: 4032.217041
	Iteration 28Q: 3 clusters Score -364756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -364760.968750 Penalty: 4032.217041
	Iteration 29Q: 3 clusters Score -364761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -364763.343750 Penalty: 4032.217041
	Iteration 30Q: 3 clusters Score -364763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -364765.156250 Penalty: 4032.217041
	Iteration 31Q: 3 clusters Score -364765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -364770.000000 Penalty: 4032.217041
	Iteration 32Q: 3 clusters Score -364770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -364773.125000 Penalty: 4032.217041
	Iteration 33Q: 3 clusters Score -364773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -364776.843750 Penalty: 4032.217041
	Iteration 34Q: 3 clusters Score -364776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -364778.281250 Penalty: 4032.217041
	Iteration 35Q: 3 clusters Score -364778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -364778.750000 Penalty: 4032.217041
	Iteration 36Q: 3 clusters Score -364778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -364778.937500 Penalty: 4032.217041
	Iteration 37Q: 3 clusters Score -364778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -364780.312500 Penalty: 4032.217041
	Iteration 38Q: 3 clusters Score -364780.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -364780.312500 Penalty: 4032.217041
	Iteration 39F: 3 clusters Score -364780.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -307538.031250 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -307538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -304351.750000 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -304351.8 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -304965.312500 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -304965.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -305130.468750 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -305130.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305247.625000 Penalty: 3950.048828
	Iteration 3Q: 3 clusters Score -305247.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -305345.343750 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -305345.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -305434.125000 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -305434.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -305502.875000 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -305502.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -305581.656250 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -305581.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -305684.843750 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -305684.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -305781.281250 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -305781.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -305877.093750 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -305877.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -305979.562500 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -305979.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -306078.781250 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -306078.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -306170.625000 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -306170.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -306272.093750 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -306272.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -306334.312500 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -306334.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -306375.281250 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -306375.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -306406.562500 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -306406.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -306435.000000 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -306435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -306458.250000 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -306458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -306483.781250 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -306483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -306542.843750 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -306542.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -306572.250000 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -306572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -306584.625000 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -306584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -306590.406250 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -306590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -306591.156250 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -306591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -306591.156250 Penalty: 3950.048828
	Iteration 26F: 3 clusters Score -306591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122229.140625 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122229.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122559.281250 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122559.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122630.757812 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122630.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122674.289062 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122674.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -122714.671875 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122714.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122738.164062 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122738.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122768.578125 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122768.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122783.945312 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122799.765625 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122815.007812 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122837.210938 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122853.945312 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -122875.445312 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122886.632812 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -122893.976562 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -122898.960938 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122912.421875 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -122912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -122922.562500 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -122922.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -122930.210938 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -122930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122939.492188 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -122939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122943.593750 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -122943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122945.039062 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -122945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122945.210938 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -122945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122945.210938 Penalty: 3484.226074
	Iteration 23F: 3 clusters Score -122945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56644.800781 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56644.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56944.390625 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56944.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57054.562500 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -57054.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57130.921875 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -57130.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57198.300781 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57198.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57280.625000 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57280.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57376.816406 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57376.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57460.621094 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57460.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57488.156250 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57488.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -57500.375000 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57500.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57507.210938 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57507.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57514.863281 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57514.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57528.914062 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -57528.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57545.976562 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -57545.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57561.113281 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -57561.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57581.046875 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -57581.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57610.960938 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -57610.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57647.750000 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -57647.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57679.386719 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -57679.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57725.812500 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -57725.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57768.308594 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -57768.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57844.562500 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -57844.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57912.722656 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -57912.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57972.750000 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -57972.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58101.046875 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -58101.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58211.449219 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -58211.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58249.253906 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -58249.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58268.957031 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -58268.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58277.406250 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -58277.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58288.867188 Penalty: 3175.350830
	Iteration 29Q: 3 clusters Score -58288.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58311.347656 Penalty: 3175.350830
	Iteration 30Q: 3 clusters Score -58311.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58339.417969 Penalty: 3175.350830
	Iteration 31Q: 3 clusters Score -58339.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58354.117188 Penalty: 3175.350830
	Iteration 32Q: 3 clusters Score -58354.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58354.117188 Penalty: 3175.350830
	Iteration 33F: 3 clusters Score -58354.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48842 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16694 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 37715 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16655 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74093 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 111631 members 
Mstep: Class 27 contains 296508 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10725 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33629 members 
Mstep: Class 41 contains 314 members 
Entering Unmasked Estep 
Score: -110921088.000000 Penalty: 140607.781250
Splitting cluster 25 changes total score from -110922160.000000 to -110921088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (111631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Entering Unmasked Estep 
Score: -12617590.000000 Penalty: 2882.492676
	Iteration 0F: 2 clusters Score -1.261759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -12542953.000000 Penalty: 5764.985352
	Iteration 0F: 3 clusters Score -1.254295e+07 nChanged 52886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -12574757.000000 Penalty: 5764.985352
	Iteration 1F: 3 clusters Score -1.257476e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -12577305.000000 Penalty: 5764.985352
	Iteration 2F: 3 clusters Score -1.25773e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -12581926.000000 Penalty: 5764.985352
	Iteration 3F: 3 clusters Score -1.258193e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -12588899.000000 Penalty: 5764.985352
	Iteration 4F: 3 clusters Score -1.25889e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -12597121.000000 Penalty: 5764.985352
	Iteration 5F: 3 clusters Score -1.259712e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -12603997.000000 Penalty: 5764.985352
	Iteration 6F: 3 clusters Score -1.2604e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -12608443.000000 Penalty: 5764.985352
	Iteration 7Q: 3 clusters Score -1.260844e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -12611268.000000 Penalty: 5764.985352
	Iteration 8Q: 3 clusters Score -1.261127e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -12613037.000000 Penalty: 5764.985352
	Iteration 9Q: 3 clusters Score -1.261304e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -12613988.000000 Penalty: 5764.985352
	Iteration 10Q: 3 clusters Score -1.261399e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -12614486.000000 Penalty: 5764.985352
	Iteration 11Q: 3 clusters Score -1.261449e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -12614740.000000 Penalty: 5764.985352
	Iteration 12Q: 3 clusters Score -1.261474e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -12614883.000000 Penalty: 5764.985352
	Iteration 13Q: 3 clusters Score -1.261488e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -12614954.000000 Penalty: 5764.985352
	Iteration 14Q: 3 clusters Score -1.261495e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -12615001.000000 Penalty: 5764.985352
	Iteration 15Q: 3 clusters Score -1.2615e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -12615050.000000 Penalty: 5764.985352
	Iteration 16Q: 3 clusters Score -1.261505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -12615088.000000 Penalty: 5764.985352
	Iteration 17Q: 3 clusters Score -1.261509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -12615104.000000 Penalty: 5764.985352
	Iteration 18Q: 3 clusters Score -1.26151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -12615122.000000 Penalty: 5764.985352
	Iteration 19Q: 3 clusters Score -1.261512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -12615131.000000 Penalty: 5764.985352
	Iteration 20F: 3 clusters Score -1.261513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -12615127.000000 Penalty: 5764.985352
	Iteration 21Q: 3 clusters Score -1.261513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -12615138.000000 Penalty: 5764.985352
	Iteration 22Q: 3 clusters Score -1.261514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -12615131.000000 Penalty: 5764.985352
	Iteration 23Q: 3 clusters Score -1.261513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -12615133.000000 Penalty: 5764.985352
	Iteration 24Q: 3 clusters Score -1.261513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -12615129.000000 Penalty: 5764.985352
	Iteration 25Q: 3 clusters Score -1.261513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -12615132.000000 Penalty: 5764.985352
	Iteration 26Q: 3 clusters Score -1.261513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -12615135.000000 Penalty: 5764.985352
	Iteration 27Q: 3 clusters Score -1.261514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -12615144.000000 Penalty: 5764.985352
	Iteration 28Q: 3 clusters Score -1.261514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -12615143.000000 Penalty: 5764.985352
	Iteration 29Q: 3 clusters Score -1.261514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -12615153.000000 Penalty: 5764.985352
	Iteration 30Q: 3 clusters Score -1.261515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -12615165.000000 Penalty: 5764.985352
	Iteration 31Q: 3 clusters Score -1.261516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -12615159.000000 Penalty: 5764.985352
	Iteration 32Q: 3 clusters Score -1.261516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -12615165.000000 Penalty: 5764.985352
	Iteration 33Q: 3 clusters Score -1.261516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -12615190.000000 Penalty: 5764.985352
	Iteration 34Q: 3 clusters Score -1.261519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -12615183.000000 Penalty: 5764.985352
	Iteration 35Q: 3 clusters Score -1.261518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -12615192.000000 Penalty: 5764.985352
	Iteration 36Q: 3 clusters Score -1.261519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -12615188.000000 Penalty: 5764.985352
	Iteration 37Q: 3 clusters Score -1.261519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -12615188.000000 Penalty: 5764.985352
	Iteration 38Q: 3 clusters Score -1.261519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -12615209.000000 Penalty: 5764.985352
	Iteration 39Q: 3 clusters Score -1.261521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -12615203.000000 Penalty: 5764.985352
	Iteration 40F: 3 clusters Score -1.26152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -12615206.000000 Penalty: 5764.985352
	Iteration 41Q: 3 clusters Score -1.261521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -12615209.000000 Penalty: 5764.985352
	Iteration 42Q: 3 clusters Score -1.261521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -12615212.000000 Penalty: 5764.985352
	Iteration 43Q: 3 clusters Score -1.261521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -12615228.000000 Penalty: 5764.985352
	Iteration 44Q: 3 clusters Score -1.261523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -12615218.000000 Penalty: 5764.985352
	Iteration 45Q: 3 clusters Score -1.261522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -12615237.000000 Penalty: 5764.985352
	Iteration 46Q: 3 clusters Score -1.261524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -12615245.000000 Penalty: 5764.985352
	Iteration 47Q: 3 clusters Score -1.261524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -12615241.000000 Penalty: 5764.985352
	Iteration 48Q: 3 clusters Score -1.261524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -12615255.000000 Penalty: 5764.985352
	Iteration 49Q: 3 clusters Score -1.261526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -12615252.000000 Penalty: 5764.985352
	Iteration 50Q: 3 clusters Score -1.261525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -12615251.000000 Penalty: 5764.985352
	Iteration 51Q: 3 clusters Score -1.261525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -12615251.000000 Penalty: 5764.985352
	Iteration 52F: 3 clusters Score -1.261525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (296508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296508 members 
Entering Unmasked Estep 
Score: -33398570.000000 Penalty: 3124.757812
	Iteration 0F: 2 clusters Score -3.339857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -33205270.000000 Penalty: 6249.515625
	Iteration 0F: 3 clusters Score -3.320527e+07 nChanged 143169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 144731 members 
Entering Unmasked Estep 
Score: -33291010.000000 Penalty: 6249.515625
	Iteration 1F: 3 clusters Score -3.329101e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 143103 members 
Entering Unmasked Estep 
Score: -33293274.000000 Penalty: 6249.515625
	Iteration 2Q: 3 clusters Score -3.329327e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 140495 members 
Entering Unmasked Estep 
Score: -33296148.000000 Penalty: 6249.515625
	Iteration 3Q: 3 clusters Score -3.329615e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -33300994.000000 Penalty: 6249.515625
	Iteration 4Q: 3 clusters Score -3.330099e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165208 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -33308472.000000 Penalty: 6249.515625
	Iteration 5Q: 3 clusters Score -3.330847e+07 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171937 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -33318410.000000 Penalty: 6249.515625
	Iteration 6F: 3 clusters Score -3.331841e+07 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 117700 members 
Entering Unmasked Estep 
Score: -33330240.000000 Penalty: 6249.515625
	Iteration 7F: 3 clusters Score -3.333024e+07 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184443 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -33342410.000000 Penalty: 6249.515625
	Iteration 8F: 3 clusters Score -3.334241e+07 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188358 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -33352364.000000 Penalty: 6249.515625
	Iteration 9F: 3 clusters Score -3.335236e+07 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190733 members 
Mstep: Class 2 contains 105775 members 
Entering Unmasked Estep 
Score: -33358424.000000 Penalty: 6249.515625
	Iteration 10Q: 3 clusters Score -3.335842e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192377 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -33360762.000000 Penalty: 6249.515625
	Iteration 11Q: 3 clusters Score -3.336076e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -33361472.000000 Penalty: 6249.515625
	Iteration 12Q: 3 clusters Score -3.336147e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195364 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -33362256.000000 Penalty: 6249.515625
	Iteration 13Q: 3 clusters Score -3.336226e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196842 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -33362886.000000 Penalty: 6249.515625
	Iteration 14Q: 3 clusters Score -3.336289e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198295 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -33363468.000000 Penalty: 6249.515625
	Iteration 15Q: 3 clusters Score -3.336347e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199858 members 
Mstep: Class 2 contains 96650 members 
Entering Unmasked Estep 
Score: -33364102.000000 Penalty: 6249.515625
	Iteration 16Q: 3 clusters Score -3.33641e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201419 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -33364728.000000 Penalty: 6249.515625
	Iteration 17Q: 3 clusters Score -3.336473e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202930 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -33365458.000000 Penalty: 6249.515625
	Iteration 18Q: 3 clusters Score -3.336546e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204466 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -33366236.000000 Penalty: 6249.515625
	Iteration 19Q: 3 clusters Score -3.336624e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -33367058.000000 Penalty: 6249.515625
	Iteration 20F: 3 clusters Score -3.336706e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207613 members 
Mstep: Class 2 contains 88895 members 
Entering Unmasked Estep 
Score: -33368062.000000 Penalty: 6249.515625
	Iteration 21Q: 3 clusters Score -3.336806e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209297 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -33369158.000000 Penalty: 6249.515625
	Iteration 22Q: 3 clusters Score -3.336916e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210958 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -33370254.000000 Penalty: 6249.515625
	Iteration 23Q: 3 clusters Score -3.337025e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212572 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -33371196.000000 Penalty: 6249.515625
	Iteration 24Q: 3 clusters Score -3.33712e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214177 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -33372190.000000 Penalty: 6249.515625
	Iteration 25Q: 3 clusters Score -3.337219e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215838 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -33373148.000000 Penalty: 6249.515625
	Iteration 26Q: 3 clusters Score -3.337315e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217487 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -33374110.000000 Penalty: 6249.515625
	Iteration 27Q: 3 clusters Score -3.337411e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219095 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -33374868.000000 Penalty: 6249.515625
	Iteration 28Q: 3 clusters Score -3.337487e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220710 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -33375652.000000 Penalty: 6249.515625
	Iteration 29Q: 3 clusters Score -3.337565e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222309 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -33376340.000000 Penalty: 6249.515625
	Iteration 30Q: 3 clusters Score -3.337634e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -33377100.000000 Penalty: 6249.515625
	Iteration 31Q: 3 clusters Score -3.33771e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225482 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -33377818.000000 Penalty: 6249.515625
	Iteration 32Q: 3 clusters Score -3.337782e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227189 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -33378410.000000 Penalty: 6249.515625
	Iteration 33Q: 3 clusters Score -3.337841e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228913 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -33379062.000000 Penalty: 6249.515625
	Iteration 34Q: 3 clusters Score -3.337906e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230681 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -33379604.000000 Penalty: 6249.515625
	Iteration 35Q: 3 clusters Score -3.33796e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232516 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -33380174.000000 Penalty: 6249.515625
	Iteration 36Q: 3 clusters Score -3.338017e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234371 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -33380782.000000 Penalty: 6249.515625
	Iteration 37Q: 3 clusters Score -3.338078e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236277 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -33381194.000000 Penalty: 6249.515625
	Iteration 38Q: 3 clusters Score -3.338119e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238202 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -33381838.000000 Penalty: 6249.515625
	Iteration 39Q: 3 clusters Score -3.338184e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240182 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -33382368.000000 Penalty: 6249.515625
	Iteration 40F: 3 clusters Score -3.338237e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242127 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -33382730.000000 Penalty: 6249.515625
	Iteration 41Q: 3 clusters Score -3.338273e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244059 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -33383120.000000 Penalty: 6249.515625
	Iteration 42Q: 3 clusters Score -3.338312e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245987 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -33383612.000000 Penalty: 6249.515625
	Iteration 43Q: 3 clusters Score -3.338361e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247933 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -33384092.000000 Penalty: 6249.515625
	Iteration 44Q: 3 clusters Score -3.338409e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249943 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -33384656.000000 Penalty: 6249.515625
	Iteration 45Q: 3 clusters Score -3.338466e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251996 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -33385212.000000 Penalty: 6249.515625
	Iteration 46Q: 3 clusters Score -3.338521e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254066 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -33385774.000000 Penalty: 6249.515625
	Iteration 47Q: 3 clusters Score -3.338577e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256087 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -33386502.000000 Penalty: 6249.515625
	Iteration 48Q: 3 clusters Score -3.33865e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258107 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -33386898.000000 Penalty: 6249.515625
	Iteration 49Q: 3 clusters Score -3.33869e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260106 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -33387352.000000 Penalty: 6249.515625
	Iteration 50Q: 3 clusters Score -3.338735e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262150 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -33387904.000000 Penalty: 6249.515625
	Iteration 51Q: 3 clusters Score -3.33879e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264190 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -33388550.000000 Penalty: 6249.515625
	Iteration 52Q: 3 clusters Score -3.338855e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266258 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -33389228.000000 Penalty: 6249.515625
	Iteration 53Q: 3 clusters Score -3.338923e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268323 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -33389748.000000 Penalty: 6249.515625
	Iteration 54Q: 3 clusters Score -3.338975e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270454 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -33390362.000000 Penalty: 6249.515625
	Iteration 55Q: 3 clusters Score -3.339036e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272544 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -33391080.000000 Penalty: 6249.515625
	Iteration 56Q: 3 clusters Score -3.339108e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274597 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -33391714.000000 Penalty: 6249.515625
	Iteration 57Q: 3 clusters Score -3.339171e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276605 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -33392544.000000 Penalty: 6249.515625
	Iteration 58Q: 3 clusters Score -3.339254e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278596 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -33393200.000000 Penalty: 6249.515625
	Iteration 59Q: 3 clusters Score -3.33932e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280556 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -33393930.000000 Penalty: 6249.515625
	Iteration 60F: 3 clusters Score -3.339393e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282408 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -33394386.000000 Penalty: 6249.515625
	Iteration 61Q: 3 clusters Score -3.339439e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284146 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -33394834.000000 Penalty: 6249.515625
	Iteration 62Q: 3 clusters Score -3.339483e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285775 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -33395222.000000 Penalty: 6249.515625
	Iteration 63Q: 3 clusters Score -3.339522e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287137 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -33395362.000000 Penalty: 6249.515625
	Iteration 64Q: 3 clusters Score -3.339536e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288318 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -33395552.000000 Penalty: 6249.515625
	Iteration 65Q: 3 clusters Score -3.339555e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289383 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -33395734.000000 Penalty: 6249.515625
	Iteration 66Q: 3 clusters Score -3.339573e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290282 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -33395848.000000 Penalty: 6249.515625
	Iteration 67Q: 3 clusters Score -3.339585e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291008 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -33395998.000000 Penalty: 6249.515625
	Iteration 68Q: 3 clusters Score -3.3396e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291678 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -33396062.000000 Penalty: 6249.515625
	Iteration 69Q: 3 clusters Score -3.339606e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292214 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -33396082.000000 Penalty: 6249.515625
	Iteration 70Q: 3 clusters Score -3.339608e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292674 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -33396144.000000 Penalty: 6249.515625
	Iteration 71Q: 3 clusters Score -3.339614e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293043 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -33396148.000000 Penalty: 6249.515625
	Iteration 72Q: 3 clusters Score -3.339615e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293342 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -33396126.000000 Penalty: 6249.515625
	Iteration 73Q: 3 clusters Score -3.339613e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293599 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -33396152.000000 Penalty: 6249.515625
	Iteration 74Q: 3 clusters Score -3.339615e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -33396222.000000 Penalty: 6249.515625
	Iteration 75Q: 3 clusters Score -3.339622e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294025 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -33396226.000000 Penalty: 6249.515625
	Iteration 76Q: 3 clusters Score -3.339623e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294194 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -33396226.000000 Penalty: 6249.515625
	Iteration 77Q: 3 clusters Score -3.339623e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294331 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -33396212.000000 Penalty: 6249.515625
	Iteration 78Q: 3 clusters Score -3.339621e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294451 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -33396188.000000 Penalty: 6249.515625
	Iteration 79Q: 3 clusters Score -3.339619e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294543 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -33396174.000000 Penalty: 6249.515625
	Iteration 80F: 3 clusters Score -3.339617e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294606 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -33396140.000000 Penalty: 6249.515625
	Iteration 81Q: 3 clusters Score -3.339614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294650 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -33396120.000000 Penalty: 6249.515625
	Iteration 82Q: 3 clusters Score -3.339612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294687 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -33396138.000000 Penalty: 6249.515625
	Iteration 83Q: 3 clusters Score -3.339614e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294725 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -33396178.000000 Penalty: 6249.515625
	Iteration 84Q: 3 clusters Score -3.339618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294754 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -33396174.000000 Penalty: 6249.515625
	Iteration 85Q: 3 clusters Score -3.339617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294772 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -33396170.000000 Penalty: 6249.515625
	Iteration 86Q: 3 clusters Score -3.339617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294799 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -33396196.000000 Penalty: 6249.515625
	Iteration 87Q: 3 clusters Score -3.33962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294826 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -33396204.000000 Penalty: 6249.515625
	Iteration 88Q: 3 clusters Score -3.33962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294848 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -33396184.000000 Penalty: 6249.515625
	Iteration 89Q: 3 clusters Score -3.339618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294877 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -33396176.000000 Penalty: 6249.515625
	Iteration 90Q: 3 clusters Score -3.339618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294904 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -33396172.000000 Penalty: 6249.515625
	Iteration 91Q: 3 clusters Score -3.339617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -33396204.000000 Penalty: 6249.515625
	Iteration 92Q: 3 clusters Score -3.33962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294933 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -33396206.000000 Penalty: 6249.515625
	Iteration 93Q: 3 clusters Score -3.339621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294939 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -33396220.000000 Penalty: 6249.515625
	Iteration 94Q: 3 clusters Score -3.339622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294948 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -33396214.000000 Penalty: 6249.515625
	Iteration 95Q: 3 clusters Score -3.339621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294956 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -33396254.000000 Penalty: 6249.515625
	Iteration 96Q: 3 clusters Score -3.339625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294964 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -33396230.000000 Penalty: 6249.515625
	Iteration 97Q: 3 clusters Score -3.339623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294972 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -33396240.000000 Penalty: 6249.515625
	Iteration 98Q: 3 clusters Score -3.339624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294983 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -33396232.000000 Penalty: 6249.515625
	Iteration 99Q: 3 clusters Score -3.339623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294997 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -33396266.000000 Penalty: 6249.515625
	Iteration 100F: 3 clusters Score -3.339627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295017 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -33396240.000000 Penalty: 6249.515625
	Iteration 101Q: 3 clusters Score -3.339624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295035 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -33396230.000000 Penalty: 6249.515625
	Iteration 102Q: 3 clusters Score -3.339623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295046 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -33396212.000000 Penalty: 6249.515625
	Iteration 103Q: 3 clusters Score -3.339621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295057 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -33396222.000000 Penalty: 6249.515625
	Iteration 104Q: 3 clusters Score -3.339622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295073 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -33396238.000000 Penalty: 6249.515625
	Iteration 105Q: 3 clusters Score -3.339624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295078 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -33396262.000000 Penalty: 6249.515625
	Iteration 106Q: 3 clusters Score -3.339626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295083 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -33396244.000000 Penalty: 6249.515625
	Iteration 107Q: 3 clusters Score -3.339624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295084 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -33396248.000000 Penalty: 6249.515625
	Iteration 108Q: 3 clusters Score -3.339625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295086 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -33396252.000000 Penalty: 6249.515625
	Iteration 109Q: 3 clusters Score -3.339625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295088 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -33396238.000000 Penalty: 6249.515625
	Iteration 110Q: 3 clusters Score -3.339624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295088 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -33396238.000000 Penalty: 6249.515625
	Iteration 111F: 3 clusters Score -3.339624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -143163.843750 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -143163.8 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 696 members 
Entering Unmasked Estep 
Score: -141008.046875 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -141008 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -141377.531250 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -141377.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141486.250000 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -141486.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -141553.875000 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -141553.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141591.296875 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -141591.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -141619.500000 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -141619.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141639.515625 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -141639.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141654.984375 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -141655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -141675.218750 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -141675.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141686.375000 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -141686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141695.906250 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -141695.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141716.718750 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -141716.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141728.546875 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -141728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141738.656250 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -141738.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141745.328125 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -141745.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141749.593750 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -141749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141753.296875 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -141753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141760.171875 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -141760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141763.203125 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -141763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141765.250000 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -141765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141768.750000 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -141768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141771.953125 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -141772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141774.687500 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -141774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141774.687500 Penalty: 3587.793945
	Iteration 23F: 3 clusters Score -141774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Entering Unmasked Estep 
Score: -3780268.250000 Penalty: 2586.842529
	Iteration 0F: 2 clusters Score -3780268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3757033.250000 Penalty: 5173.685059
	Iteration 0F: 3 clusters Score -3757033 nChanged 15405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3765467.500000 Penalty: 5173.685059
	Iteration 1F: 3 clusters Score -3765468 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3765910.250000 Penalty: 5173.685059
	Iteration 2Q: 3 clusters Score -3765910 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3766346.500000 Penalty: 5173.685059
	Iteration 3Q: 3 clusters Score -3766346 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3766811.500000 Penalty: 5173.685059
	Iteration 4Q: 3 clusters Score -3766812 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3767436.750000 Penalty: 5173.685059
	Iteration 5Q: 3 clusters Score -3767437 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3768378.250000 Penalty: 5173.685059
	Iteration 6F: 3 clusters Score -3768378 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3769620.750000 Penalty: 5173.685059
	Iteration 7F: 3 clusters Score -3769621 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3771142.250000 Penalty: 5173.685059
	Iteration 8F: 3 clusters Score -3771142 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3772761.000000 Penalty: 5173.685059
	Iteration 9F: 3 clusters Score -3772761 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3774201.250000 Penalty: 5173.685059
	Iteration 10F: 3 clusters Score -3774201 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3775306.500000 Penalty: 5173.685059
	Iteration 11Q: 3 clusters Score -3775306 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3776169.500000 Penalty: 5173.685059
	Iteration 12Q: 3 clusters Score -3776170 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3776841.500000 Penalty: 5173.685059
	Iteration 13Q: 3 clusters Score -3776842 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3777269.750000 Penalty: 5173.685059
	Iteration 14Q: 3 clusters Score -3777270 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3777555.500000 Penalty: 5173.685059
	Iteration 15Q: 3 clusters Score -3777556 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3777759.000000 Penalty: 5173.685059
	Iteration 16Q: 3 clusters Score -3777759 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3777856.500000 Penalty: 5173.685059
	Iteration 17Q: 3 clusters Score -3777856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3777932.750000 Penalty: 5173.685059
	Iteration 18Q: 3 clusters Score -3777933 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3777987.750000 Penalty: 5173.685059
	Iteration 19Q: 3 clusters Score -3777988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3778037.000000 Penalty: 5173.685059
	Iteration 20F: 3 clusters Score -3778037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3778066.500000 Penalty: 5173.685059
	Iteration 21Q: 3 clusters Score -3778066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3778090.250000 Penalty: 5173.685059
	Iteration 22Q: 3 clusters Score -3778090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3778113.750000 Penalty: 5173.685059
	Iteration 23Q: 3 clusters Score -3778114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3778122.500000 Penalty: 5173.685059
	Iteration 24Q: 3 clusters Score -3778122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3778134.250000 Penalty: 5173.685059
	Iteration 25Q: 3 clusters Score -3778134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3778142.000000 Penalty: 5173.685059
	Iteration 26Q: 3 clusters Score -3778142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3778141.250000 Penalty: 5173.685059
	Iteration 27Q: 3 clusters Score -3778141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3778143.250000 Penalty: 5173.685059
	Iteration 28Q: 3 clusters Score -3778143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3778143.250000 Penalty: 5173.685059
	Iteration 29F: 3 clusters Score -3778143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Entering Unmasked Estep 
Score: -579940.500000 Penalty: 2124.600098
	Iteration 0F: 2 clusters Score -579940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -575251.562500 Penalty: 4249.200195
	Iteration 0F: 3 clusters Score -575251.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -576367.937500 Penalty: 4249.200195
	Iteration 1F: 3 clusters Score -576367.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -576588.562500 Penalty: 4249.200195
	Iteration 2F: 3 clusters Score -576588.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -576718.312500 Penalty: 4249.200195
	Iteration 3Q: 3 clusters Score -576718.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -576825.187500 Penalty: 4249.200195
	Iteration 4Q: 3 clusters Score -576825.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -576933.062500 Penalty: 4249.200195
	Iteration 5Q: 3 clusters Score -576933.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -577049.062500 Penalty: 4249.200195
	Iteration 6Q: 3 clusters Score -577049.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -577165.437500 Penalty: 4249.200195
	Iteration 7Q: 3 clusters Score -577165.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -577291.562500 Penalty: 4249.200195
	Iteration 8Q: 3 clusters Score -577291.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -577421.250000 Penalty: 4249.200195
	Iteration 9Q: 3 clusters Score -577421.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -577524.250000 Penalty: 4249.200195
	Iteration 10Q: 3 clusters Score -577524.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -577606.000000 Penalty: 4249.200195
	Iteration 11Q: 3 clusters Score -577606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -577680.500000 Penalty: 4249.200195
	Iteration 12Q: 3 clusters Score -577680.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -577746.437500 Penalty: 4249.200195
	Iteration 13Q: 3 clusters Score -577746.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -577809.875000 Penalty: 4249.200195
	Iteration 14Q: 3 clusters Score -577809.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -577872.812500 Penalty: 4249.200195
	Iteration 15Q: 3 clusters Score -577872.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -577941.062500 Penalty: 4249.200195
	Iteration 16Q: 3 clusters Score -577941.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578005.750000 Penalty: 4249.200195
	Iteration 17Q: 3 clusters Score -578005.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -578063.812500 Penalty: 4249.200195
	Iteration 18Q: 3 clusters Score -578063.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -578124.375000 Penalty: 4249.200195
	Iteration 19Q: 3 clusters Score -578124.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -578180.812500 Penalty: 4249.200195
	Iteration 20F: 3 clusters Score -578180.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -578264.437500 Penalty: 4249.200195
	Iteration 21Q: 3 clusters Score -578264.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -578366.875000 Penalty: 4249.200195
	Iteration 22Q: 3 clusters Score -578366.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -578485.312500 Penalty: 4249.200195
	Iteration 23Q: 3 clusters Score -578485.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -578626.875000 Penalty: 4249.200195
	Iteration 24Q: 3 clusters Score -578626.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -578754.125000 Penalty: 4249.200195
	Iteration 25Q: 3 clusters Score -578754.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -578848.500000 Penalty: 4249.200195
	Iteration 26Q: 3 clusters Score -578848.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -578891.500000 Penalty: 4249.200195
	Iteration 27Q: 3 clusters Score -578891.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -578909.937500 Penalty: 4249.200195
	Iteration 28Q: 3 clusters Score -578909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -578919.000000 Penalty: 4249.200195
	Iteration 29Q: 3 clusters Score -578919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -578926.375000 Penalty: 4249.200195
	Iteration 30Q: 3 clusters Score -578926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -578933.062500 Penalty: 4249.200195
	Iteration 31Q: 3 clusters Score -578933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -578941.062500 Penalty: 4249.200195
	Iteration 32Q: 3 clusters Score -578941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -578943.687500 Penalty: 4249.200195
	Iteration 33Q: 3 clusters Score -578943.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -578945.562500 Penalty: 4249.200195
	Iteration 34Q: 3 clusters Score -578945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -578947.750000 Penalty: 4249.200195
	Iteration 35Q: 3 clusters Score -578947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -578949.750000 Penalty: 4249.200195
	Iteration 36Q: 3 clusters Score -578949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -578950.250000 Penalty: 4249.200195
	Iteration 37Q: 3 clusters Score -578950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -578949.625000 Penalty: 4249.200195
	Iteration 38Q: 3 clusters Score -578949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -578949.375000 Penalty: 4249.200195
	Iteration 39Q: 3 clusters Score -578949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -578949.375000 Penalty: 4249.200195
	Iteration 40F: 3 clusters Score -578949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -821279.500000 Penalty: 2209.992676
	Iteration 0F: 2 clusters Score -821279.5 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 3709 members 
Entering Unmasked Estep 
Score: -815322.937500 Penalty: 4419.985352
	Iteration 0F: 3 clusters Score -815322.9 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -816995.562500 Penalty: 4419.985352
	Iteration 1F: 3 clusters Score -816995.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -817279.750000 Penalty: 4419.985352
	Iteration 2F: 3 clusters Score -817279.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -817487.062500 Penalty: 4419.985352
	Iteration 3Q: 3 clusters Score -817487.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -817689.937500 Penalty: 4419.985352
	Iteration 4Q: 3 clusters Score -817689.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -817869.250000 Penalty: 4419.985352
	Iteration 5Q: 3 clusters Score -817869.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -818048.375000 Penalty: 4419.985352
	Iteration 6Q: 3 clusters Score -818048.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -818249.000000 Penalty: 4419.985352
	Iteration 7Q: 3 clusters Score -818249 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -818492.062500 Penalty: 4419.985352
	Iteration 8Q: 3 clusters Score -818492.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -818803.687500 Penalty: 4419.985352
	Iteration 9Q: 3 clusters Score -818803.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -819116.625000 Penalty: 4419.985352
	Iteration 10Q: 3 clusters Score -819116.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -819381.812500 Penalty: 4419.985352
	Iteration 11Q: 3 clusters Score -819381.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -819588.875000 Penalty: 4419.985352
	Iteration 12Q: 3 clusters Score -819588.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -819801.062500 Penalty: 4419.985352
	Iteration 13Q: 3 clusters Score -819801.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -819983.125000 Penalty: 4419.985352
	Iteration 14Q: 3 clusters Score -819983.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -820106.375000 Penalty: 4419.985352
	Iteration 15Q: 3 clusters Score -820106.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -820173.187500 Penalty: 4419.985352
	Iteration 16Q: 3 clusters Score -820173.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -820217.062500 Penalty: 4419.985352
	Iteration 17Q: 3 clusters Score -820217.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -820251.000000 Penalty: 4419.985352
	Iteration 18Q: 3 clusters Score -820251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -820276.625000 Penalty: 4419.985352
	Iteration 19Q: 3 clusters Score -820276.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -820297.312500 Penalty: 4419.985352
	Iteration 20F: 3 clusters Score -820297.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -820314.875000 Penalty: 4419.985352
	Iteration 21Q: 3 clusters Score -820314.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -820327.375000 Penalty: 4419.985352
	Iteration 22Q: 3 clusters Score -820327.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -820335.875000 Penalty: 4419.985352
	Iteration 23Q: 3 clusters Score -820335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -820345.375000 Penalty: 4419.985352
	Iteration 24Q: 3 clusters Score -820345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -820350.812500 Penalty: 4419.985352
	Iteration 25Q: 3 clusters Score -820350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -820355.375000 Penalty: 4419.985352
	Iteration 26Q: 3 clusters Score -820355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -820361.000000 Penalty: 4419.985352
	Iteration 27Q: 3 clusters Score -820361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -820365.750000 Penalty: 4419.985352
	Iteration 28Q: 3 clusters Score -820365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -820370.937500 Penalty: 4419.985352
	Iteration 29Q: 3 clusters Score -820370.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -820377.312500 Penalty: 4419.985352
	Iteration 30Q: 3 clusters Score -820377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -820384.125000 Penalty: 4419.985352
	Iteration 31Q: 3 clusters Score -820384.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -820393.062500 Penalty: 4419.985352
	Iteration 32Q: 3 clusters Score -820393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -820393.437500 Penalty: 4419.985352
	Iteration 33Q: 3 clusters Score -820393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -820397.500000 Penalty: 4419.985352
	Iteration 34Q: 3 clusters Score -820397.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -820399.250000 Penalty: 4419.985352
	Iteration 35Q: 3 clusters Score -820399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -820400.250000 Penalty: 4419.985352
	Iteration 36Q: 3 clusters Score -820400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -820401.250000 Penalty: 4419.985352
	Iteration 37Q: 3 clusters Score -820401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -820401.187500 Penalty: 4419.985352
	Iteration 38Q: 3 clusters Score -820401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -820401.187500 Penalty: 4419.985352
	Iteration 39F: 3 clusters Score -820401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38893.589844 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38893.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39264.574219 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39264.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39360.714844 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39360.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39408.398438 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -39408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39442.593750 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39442.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39460.105469 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39460.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39478.042969 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -39478.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39524.722656 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -39524.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39553.484375 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -39553.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39627.632812 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -39627.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39706.667969 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -39706.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39770.136719 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -39770.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39800.476562 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -39800.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39828.738281 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -39828.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39839.917969 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -39839.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39876.132812 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -39876.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39902.964844 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -39902.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39938.527344 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -39938.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39982.589844 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -39982.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40017.140625 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -40017.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40093.351562 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -40093.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40219.285156 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -40219.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40262.191406 Penalty: 3035.667480
	Iteration 22Q: 3 clusters Score -40262.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40262.191406 Penalty: 3035.667480
	Iteration 23F: 3 clusters Score -40262.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -219759.828125 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -219759.8 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 976 members 
Entering Unmasked Estep 
Score: -217180.546875 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -217180.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -217617.578125 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -217617.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217748.906250 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -217748.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -217827.375000 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -217827.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217878.828125 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -217878.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -217908.734375 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -217908.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -217943.328125 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -217943.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217965.734375 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -217965.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217980.671875 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -217980.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217990.921875 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -217990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -217994.828125 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -217994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -217997.187500 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -217997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -217998.312500 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -217998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217998.781250 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -217998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -217999.828125 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -217999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -218001.156250 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -218001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -218001.156250 Penalty: 3759.267334
	Iteration 16F: 3 clusters Score -218001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38066.250000 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38066.25 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38383.859375 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38383.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38477.324219 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38477.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38541.867188 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -38541.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38585.687500 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -38585.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38635.531250 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -38635.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38676.695312 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -38676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38723.886719 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -38723.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38785.156250 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -38785.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38836.019531 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -38836.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38900.980469 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -38900.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38986.257812 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -38986.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39032.605469 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -39032.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39088.515625 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -39088.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39189.273438 Penalty: 3047.516113
	Iteration 14Q: 3 clusters Score -39189.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39240.414062 Penalty: 3047.516113
	Iteration 15Q: 3 clusters Score -39240.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39287.511719 Penalty: 3047.516113
	Iteration 16Q: 3 clusters Score -39287.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39296.003906 Penalty: 3047.516113
	Iteration 17Q: 3 clusters Score -39296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39304.507812 Penalty: 3047.516113
	Iteration 18Q: 3 clusters Score -39304.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39314.820312 Penalty: 3047.516113
	Iteration 19Q: 3 clusters Score -39314.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39337.027344 Penalty: 3047.516113
	Iteration 20F: 3 clusters Score -39337.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39356.558594 Penalty: 3047.516113
	Iteration 21Q: 3 clusters Score -39356.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39365.945312 Penalty: 3047.516113
	Iteration 22Q: 3 clusters Score -39365.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39370.316406 Penalty: 3047.516113
	Iteration 23Q: 3 clusters Score -39370.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39375.460938 Penalty: 3047.516113
	Iteration 24Q: 3 clusters Score -39375.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39399.320312 Penalty: 3047.516113
	Iteration 25Q: 3 clusters Score -39399.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39423.714844 Penalty: 3047.516113
	Iteration 26Q: 3 clusters Score -39423.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39436.203125 Penalty: 3047.516113
	Iteration 27Q: 3 clusters Score -39436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39436.203125 Penalty: 3047.516113
	Iteration 28F: 3 clusters Score -39436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -543363.937500 Penalty: 2134.861572
	Iteration 0F: 2 clusters Score -543363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538575.937500 Penalty: 4269.723145
	Iteration 0F: 3 clusters Score -538575.9 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -539904.812500 Penalty: 4269.723145
	Iteration 1F: 3 clusters Score -539904.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -540273.875000 Penalty: 4269.723145
	Iteration 2F: 3 clusters Score -540273.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -540570.250000 Penalty: 4269.723145
	Iteration 3F: 3 clusters Score -540570.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -540798.250000 Penalty: 4269.723145
	Iteration 4F: 3 clusters Score -540798.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -540965.250000 Penalty: 4269.723145
	Iteration 5Q: 3 clusters Score -540965.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -541089.562500 Penalty: 4269.723145
	Iteration 6Q: 3 clusters Score -541089.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -541162.000000 Penalty: 4269.723145
	Iteration 7Q: 3 clusters Score -541162 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -541220.437500 Penalty: 4269.723145
	Iteration 8Q: 3 clusters Score -541220.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -541264.187500 Penalty: 4269.723145
	Iteration 9Q: 3 clusters Score -541264.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -541313.437500 Penalty: 4269.723145
	Iteration 10Q: 3 clusters Score -541313.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -541370.000000 Penalty: 4269.723145
	Iteration 11Q: 3 clusters Score -541370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -541420.000000 Penalty: 4269.723145
	Iteration 12Q: 3 clusters Score -541420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -541479.750000 Penalty: 4269.723145
	Iteration 13Q: 3 clusters Score -541479.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -541535.750000 Penalty: 4269.723145
	Iteration 14Q: 3 clusters Score -541535.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -541594.250000 Penalty: 4269.723145
	Iteration 15Q: 3 clusters Score -541594.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -541661.937500 Penalty: 4269.723145
	Iteration 16Q: 3 clusters Score -541661.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -541758.750000 Penalty: 4269.723145
	Iteration 17Q: 3 clusters Score -541758.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -541866.125000 Penalty: 4269.723145
	Iteration 18Q: 3 clusters Score -541866.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -541950.875000 Penalty: 4269.723145
	Iteration 19Q: 3 clusters Score -541950.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -542031.437500 Penalty: 4269.723145
	Iteration 20F: 3 clusters Score -542031.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -542116.750000 Penalty: 4269.723145
	Iteration 21Q: 3 clusters Score -542116.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -542184.312500 Penalty: 4269.723145
	Iteration 22Q: 3 clusters Score -542184.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -542234.812500 Penalty: 4269.723145
	Iteration 23Q: 3 clusters Score -542234.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -542274.187500 Penalty: 4269.723145
	Iteration 24Q: 3 clusters Score -542274.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -542305.125000 Penalty: 4269.723145
	Iteration 25Q: 3 clusters Score -542305.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -542328.812500 Penalty: 4269.723145
	Iteration 26Q: 3 clusters Score -542328.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -542344.562500 Penalty: 4269.723145
	Iteration 27Q: 3 clusters Score -542344.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -542354.000000 Penalty: 4269.723145
	Iteration 28Q: 3 clusters Score -542354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -542364.562500 Penalty: 4269.723145
	Iteration 29Q: 3 clusters Score -542364.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -542373.062500 Penalty: 4269.723145
	Iteration 30Q: 3 clusters Score -542373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -542378.812500 Penalty: 4269.723145
	Iteration 31Q: 3 clusters Score -542378.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -542381.312500 Penalty: 4269.723145
	Iteration 32Q: 3 clusters Score -542381.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -542386.625000 Penalty: 4269.723145
	Iteration 33Q: 3 clusters Score -542386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -542387.937500 Penalty: 4269.723145
	Iteration 34Q: 3 clusters Score -542387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -542389.125000 Penalty: 4269.723145
	Iteration 35Q: 3 clusters Score -542389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -542392.812500 Penalty: 4269.723145
	Iteration 36Q: 3 clusters Score -542392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -542393.312500 Penalty: 4269.723145
	Iteration 37Q: 3 clusters Score -542393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -542393.437500 Penalty: 4269.723145
	Iteration 38Q: 3 clusters Score -542393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -542393.000000 Penalty: 4269.723145
	Iteration 39Q: 3 clusters Score -542393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -542393.000000 Penalty: 4269.723145
	Iteration 40F: 3 clusters Score -542393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52245.195312 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50717.828125 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50717.83 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50929.539062 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50929.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51040.617188 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -51040.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51087.746094 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -51087.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51102.648438 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -51102.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51110.714844 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -51110.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51114.421875 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -51114.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51114.421875 Penalty: 3096.142822
	Iteration 7F: 3 clusters Score -51114.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45074.832031 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45074.83 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45277.050781 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45277.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45369.574219 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45369.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45426.996094 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -45427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45522.429688 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45522.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45572.101562 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45614.601562 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45614.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45648.875000 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45648.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45664.136719 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -45664.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45668.210938 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -45668.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45669.328125 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -45669.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45669.328125 Penalty: 3077.460693
	Iteration 11F: 3 clusters Score -45669.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -356834.875000 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -356834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -353474.656250 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -353474.7 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -354108.343750 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -354108.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354254.343750 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -354254.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -354329.156250 Penalty: 4000.839111
	Iteration 3Q: 3 clusters Score -354329.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -354383.062500 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -354383.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -354425.656250 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -354425.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -354451.500000 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -354451.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -354473.125000 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -354473.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -354490.906250 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -354490.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -354505.031250 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -354505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -354515.375000 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -354515.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -354521.500000 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -354521.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -354528.375000 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -354528.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -354532.843750 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -354532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354541.125000 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -354541.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -354546.531250 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -354546.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -354551.437500 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -354551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -354557.593750 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -354557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -354562.437500 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -354562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -354564.406250 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -354564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -354565.687500 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -354565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -354569.250000 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -354569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -354571.718750 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -354571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354572.937500 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -354572.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354574.718750 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -354574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354574.718750 Penalty: 4000.839111
	Iteration 25F: 3 clusters Score -354574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Entering Unmasked Estep 
Score: -3723283.500000 Penalty: 2584.939697
	Iteration 0F: 2 clusters Score -3723284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3700220.500000 Penalty: 5169.879395
	Iteration 0F: 3 clusters Score -3700220 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3708821.500000 Penalty: 5169.879395
	Iteration 1F: 3 clusters Score -3708822 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3709610.500000 Penalty: 5169.879395
	Iteration 2F: 3 clusters Score -3709610 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3710636.250000 Penalty: 5169.879395
	Iteration 3F: 3 clusters Score -3710636 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3712140.250000 Penalty: 5169.879395
	Iteration 4F: 3 clusters Score -3712140 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3714144.000000 Penalty: 5169.879395
	Iteration 5F: 3 clusters Score -3714144 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3716360.000000 Penalty: 5169.879395
	Iteration 6F: 3 clusters Score -3716360 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3718502.250000 Penalty: 5169.879395
	Iteration 7F: 3 clusters Score -3718502 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3720149.750000 Penalty: 5169.879395
	Iteration 8Q: 3 clusters Score -3720150 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3721116.250000 Penalty: 5169.879395
	Iteration 9Q: 3 clusters Score -3721116 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3721582.250000 Penalty: 5169.879395
	Iteration 10Q: 3 clusters Score -3721582 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3721824.500000 Penalty: 5169.879395
	Iteration 11Q: 3 clusters Score -3721824 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3721946.000000 Penalty: 5169.879395
	Iteration 12Q: 3 clusters Score -3721946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3722043.250000 Penalty: 5169.879395
	Iteration 13Q: 3 clusters Score -3722043 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3722090.000000 Penalty: 5169.879395
	Iteration 14Q: 3 clusters Score -3722090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3722126.250000 Penalty: 5169.879395
	Iteration 15Q: 3 clusters Score -3722126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3722141.750000 Penalty: 5169.879395
	Iteration 16Q: 3 clusters Score -3722142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3722136.500000 Penalty: 5169.879395
	Iteration 17Q: 3 clusters Score -3722136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3722152.250000 Penalty: 5169.879395
	Iteration 18Q: 3 clusters Score -3722152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3722159.500000 Penalty: 5169.879395
	Iteration 19Q: 3 clusters Score -3722160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3722164.000000 Penalty: 5169.879395
	Iteration 20F: 3 clusters Score -3722164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3722170.750000 Penalty: 5169.879395
	Iteration 21Q: 3 clusters Score -3722171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3722175.000000 Penalty: 5169.879395
	Iteration 22Q: 3 clusters Score -3722175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3722185.750000 Penalty: 5169.879395
	Iteration 23Q: 3 clusters Score -3722186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3722190.750000 Penalty: 5169.879395
	Iteration 24Q: 3 clusters Score -3722191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3722198.000000 Penalty: 5169.879395
	Iteration 25Q: 3 clusters Score -3722198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3722201.000000 Penalty: 5169.879395
	Iteration 26Q: 3 clusters Score -3722201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3722200.750000 Penalty: 5169.879395
	Iteration 27Q: 3 clusters Score -3722201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3722197.750000 Penalty: 5169.879395
	Iteration 28Q: 3 clusters Score -3722198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3722195.250000 Penalty: 5169.879395
	Iteration 29Q: 3 clusters Score -3722195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3722199.250000 Penalty: 5169.879395
	Iteration 30Q: 3 clusters Score -3722199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3722202.000000 Penalty: 5169.879395
	Iteration 31Q: 3 clusters Score -3722202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3722204.750000 Penalty: 5169.879395
	Iteration 32Q: 3 clusters Score -3722205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3722200.500000 Penalty: 5169.879395
	Iteration 33Q: 3 clusters Score -3722200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3722204.250000 Penalty: 5169.879395
	Iteration 34Q: 3 clusters Score -3722204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3722217.000000 Penalty: 5169.879395
	Iteration 35Q: 3 clusters Score -3722217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3722218.250000 Penalty: 5169.879395
	Iteration 36Q: 3 clusters Score -3722218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3722216.250000 Penalty: 5169.879395
	Iteration 37Q: 3 clusters Score -3722216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3722210.750000 Penalty: 5169.879395
	Iteration 38Q: 3 clusters Score -3722211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3722208.750000 Penalty: 5169.879395
	Iteration 39Q: 3 clusters Score -3722209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3722211.500000 Penalty: 5169.879395
	Iteration 40F: 3 clusters Score -3722212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3722210.500000 Penalty: 5169.879395
	Iteration 41Q: 3 clusters Score -3722210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3722218.500000 Penalty: 5169.879395
	Iteration 42Q: 3 clusters Score -3722218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3722214.000000 Penalty: 5169.879395
	Iteration 43Q: 3 clusters Score -3722214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3722211.500000 Penalty: 5169.879395
	Iteration 44Q: 3 clusters Score -3722212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3722211.000000 Penalty: 5169.879395
	Iteration 45Q: 3 clusters Score -3722211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3722211.250000 Penalty: 5169.879395
	Iteration 46Q: 3 clusters Score -3722211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3722211.250000 Penalty: 5169.879395
	Iteration 47F: 3 clusters Score -3722211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48842 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16694 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 37715 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16655 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74093 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111631 members 
Mstep: Class 27 contains 296508 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924856.000000 Penalty: 137178.328125
Iteration 119Q: 41 clusters Score -1.109249e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48847 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16707 members 
Mstep: Class 9 contains 143953 members 
Mstep: Class 10 contains 39694 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 14147 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 12069 members 
Mstep: Class 15 contains 37726 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16650 members 
Mstep: Class 18 contains 46910 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74127 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111683 members 
Mstep: Class 27 contains 297154 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 33887 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7416 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 515 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 9475 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927280.000000 Penalty: 137178.328125
Iteration 120F: 41 clusters Score -1.109273e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48867 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16718 members 
Mstep: Class 9 contains 143748 members 
Mstep: Class 10 contains 39614 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16258 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 37727 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 46820 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74116 members 
Mstep: Class 21 contains 3013 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111653 members 
Mstep: Class 27 contains 296762 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 33889 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7416 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 9753 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928960.000000 Penalty: 137178.328125
Iteration 121Q: 41 clusters Score -1.10929e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 48882 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 143520 members 
Mstep: Class 10 contains 39574 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 14138 members 
Mstep: Class 13 contains 16256 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 37723 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 46726 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74123 members 
Mstep: Class 21 contains 3015 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111633 members 
Mstep: Class 27 contains 296440 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 33883 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 7421 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10035 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929904.000000 Penalty: 137178.328125
Iteration 122Q: 41 clusters Score -1.109299e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 48893 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16754 members 
Mstep: Class 9 contains 143298 members 
Mstep: Class 10 contains 39533 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 14133 members 
Mstep: Class 13 contains 16255 members 
Mstep: Class 14 contains 13434 members 
Mstep: Class 15 contains 37723 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 46662 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74112 members 
Mstep: Class 21 contains 3018 members 
Mstep: Class 22 contains 3397 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111620 members 
Mstep: Class 27 contains 296184 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 33884 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 7425 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5478 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10285 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930392.000000 Penalty: 137178.328125
Iteration 123Q: 41 clusters Score -1.109304e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48894 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 16774 members 
Mstep: Class 9 contains 143016 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 3209 members 
Mstep: Class 12 contains 14125 members 
Mstep: Class 13 contains 16256 members 
Mstep: Class 14 contains 13736 members 
Mstep: Class 15 contains 37715 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 46598 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74091 members 
Mstep: Class 21 contains 3018 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 2877 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111603 members 
Mstep: Class 27 contains 296030 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33883 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 7426 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10520 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930632.000000 Penalty: 137178.328125
Iteration 124Q: 41 clusters Score -1.109306e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48889 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 16785 members 
Mstep: Class 9 contains 142718 members 
Mstep: Class 10 contains 39535 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 14113 members 
Mstep: Class 13 contains 16255 members 
Mstep: Class 14 contains 13968 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 46551 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74080 members 
Mstep: Class 21 contains 3019 members 
Mstep: Class 22 contains 3399 members 
Mstep: Class 23 contains 2879 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111594 members 
Mstep: Class 27 contains 295955 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33884 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10741 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931160.000000 Penalty: 137178.328125
Iteration 125Q: 41 clusters Score -1.109312e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48870 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16785 members 
Mstep: Class 9 contains 142419 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 14109 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 37710 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16639 members 
Mstep: Class 18 contains 46526 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74080 members 
Mstep: Class 21 contains 3021 members 
Mstep: Class 22 contains 3399 members 
Mstep: Class 23 contains 2885 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111578 members 
Mstep: Class 27 contains 295990 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33883 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 7433 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10923 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931432.000000 Penalty: 137178.328125
Iteration 126Q: 41 clusters Score -1.109314e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48852 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16788 members 
Mstep: Class 9 contains 142136 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3212 members 
Mstep: Class 12 contains 14102 members 
Mstep: Class 13 contains 16252 members 
Mstep: Class 14 contains 14270 members 
Mstep: Class 15 contains 37710 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 46504 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74088 members 
Mstep: Class 21 contains 3023 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111573 members 
Mstep: Class 27 contains 296023 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 33886 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 7438 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11069 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931392.000000 Penalty: 137178.328125
Iteration 127Q: 41 clusters Score -1.109314e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48860 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 141862 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14378 members 
Mstep: Class 15 contains 37701 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 46479 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74100 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 2891 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111567 members 
Mstep: Class 27 contains 296084 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 33886 members 
Mstep: Class 30 contains 5255 members 
Mstep: Class 31 contains 7442 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5476 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11211 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931504.000000 Penalty: 137178.328125
Iteration 128Q: 41 clusters Score -1.109315e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48856 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 141592 members 
Mstep: Class 10 contains 39507 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 14101 members 
Mstep: Class 13 contains 16251 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 37700 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16639 members 
Mstep: Class 18 contains 46466 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74121 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111563 members 
Mstep: Class 27 contains 296160 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33887 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7450 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11350 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931592.000000 Penalty: 137178.328125
Iteration 129Q: 41 clusters Score -1.109316e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48863 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16778 members 
Mstep: Class 9 contains 141345 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14503 members 
Mstep: Class 15 contains 37696 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 46438 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74131 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3396 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111566 members 
Mstep: Class 27 contains 296263 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33891 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7462 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11454 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931512.000000 Penalty: 137178.328125
Iteration 130Q: 41 clusters Score -1.109315e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48870 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16778 members 
Mstep: Class 9 contains 141115 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 14095 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14548 members 
Mstep: Class 15 contains 37693 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16638 members 
Mstep: Class 18 contains 46409 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74149 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 2898 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111561 members 
Mstep: Class 27 contains 296381 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33893 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7469 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11530 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931456.000000 Penalty: 137178.328125
Iteration 131Q: 41 clusters Score -1.109315e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48868 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16777 members 
Mstep: Class 9 contains 140900 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14577 members 
Mstep: Class 15 contains 37692 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 46393 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74178 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3392 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111558 members 
Mstep: Class 27 contains 296502 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33893 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7475 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11589 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931288.000000 Penalty: 137178.328125
Iteration 132Q: 41 clusters Score -1.109313e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48876 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16774 members 
Mstep: Class 9 contains 140707 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 37690 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 46379 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74202 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3390 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111558 members 
Mstep: Class 27 contains 296615 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33893 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7482 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5476 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11630 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931288.000000 Penalty: 137178.328125
Iteration 133Q: 41 clusters Score -1.109313e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48885 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16777 members 
Mstep: Class 9 contains 140516 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 14098 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 14629 members 
Mstep: Class 15 contains 37688 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 18 contains 46367 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74220 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111558 members 
Mstep: Class 27 contains 296727 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33897 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7491 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5474 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11670 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931304.000000 Penalty: 137178.328125
Iteration 134Q: 41 clusters Score -1.109313e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48894 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 140331 members 
Mstep: Class 10 contains 39519 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 14095 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 14647 members 
Mstep: Class 15 contains 37685 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16630 members 
Mstep: Class 18 contains 46359 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74238 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3390 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111559 members 
Mstep: Class 27 contains 296853 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7496 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5475 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11703 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931416.000000 Penalty: 137178.328125
Iteration 135Q: 41 clusters Score -1.109314e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48900 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16789 members 
Mstep: Class 9 contains 140145 members 
Mstep: Class 10 contains 39514 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 14092 members 
Mstep: Class 13 contains 16251 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 37686 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16627 members 
Mstep: Class 18 contains 46358 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74249 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111556 members 
Mstep: Class 27 contains 296975 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33902 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7499 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5474 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11739 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931112.000000 Penalty: 137178.328125
Iteration 136Q: 41 clusters Score -1.109311e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 48903 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16789 members 
Mstep: Class 9 contains 139978 members 
Mstep: Class 10 contains 39512 members 
Mstep: Class 11 contains 3220 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 16251 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 37685 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16625 members 
Mstep: Class 18 contains 46356 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74271 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111555 members 
Mstep: Class 27 contains 297081 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5473 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11778 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931064.000000 Penalty: 137178.328125
Iteration 137Q: 41 clusters Score -1.109311e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48910 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16790 members 
Mstep: Class 9 contains 139814 members 
Mstep: Class 10 contains 39514 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 16249 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 37682 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16623 members 
Mstep: Class 18 contains 46352 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74293 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111552 members 
Mstep: Class 27 contains 297186 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 33908 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7502 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5472 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11810 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931152.000000 Penalty: 137178.328125
Iteration 138Q: 41 clusters Score -1.109312e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48919 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16791 members 
Mstep: Class 9 contains 139653 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 16250 members 
Mstep: Class 14 contains 14683 members 
Mstep: Class 15 contains 37680 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16623 members 
Mstep: Class 18 contains 46349 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74302 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111549 members 
Mstep: Class 27 contains 297294 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 33911 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11832 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931256.000000 Penalty: 137178.328125
Iteration 139Q: 41 clusters Score -1.109313e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48933 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 9 contains 139481 members 
Mstep: Class 10 contains 39521 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 16250 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 15 contains 37679 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16621 members 
Mstep: Class 18 contains 46343 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74321 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111546 members 
Mstep: Class 27 contains 297405 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33911 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11860 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931336.000000 Penalty: 137178.328125
Iteration 140F: 41 clusters Score -1.109313e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48946 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 139317 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 16250 members 
Mstep: Class 14 contains 14698 members 
Mstep: Class 15 contains 37677 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 18 contains 46339 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74339 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111546 members 
Mstep: Class 27 contains 297504 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11887 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931288.000000 Penalty: 137178.328125
Iteration 141Q: 41 clusters Score -1.109313e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48949 members 
Mstep: Class 5 contains 2886 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 139157 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14095 members 
Mstep: Class 13 contains 16249 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 15 contains 37672 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16621 members 
Mstep: Class 18 contains 46340 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74359 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111543 members 
Mstep: Class 27 contains 297607 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11925 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931472.000000 Penalty: 137178.328125
Iteration 142Q: 41 clusters Score -1.109315e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48953 members 
Mstep: Class 5 contains 2888 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 9 contains 139011 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 16248 members 
Mstep: Class 14 contains 14712 members 
Mstep: Class 15 contains 37666 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16619 members 
Mstep: Class 18 contains 46336 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74380 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111538 members 
Mstep: Class 27 contains 297713 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11955 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931376.000000 Penalty: 137178.328125
Iteration 143Q: 41 clusters Score -1.109314e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48961 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 138833 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 14718 members 
Mstep: Class 15 contains 37662 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16618 members 
Mstep: Class 18 contains 46334 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74401 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 297835 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 11986 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931368.000000 Penalty: 137178.328125
Iteration 144Q: 41 clusters Score -1.109314e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48974 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 138649 members 
Mstep: Class 10 contains 39528 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 14718 members 
Mstep: Class 15 contains 37659 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 46333 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74424 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 297959 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33915 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12013 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931440.000000 Penalty: 137178.328125
Iteration 145Q: 41 clusters Score -1.109314e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48978 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 138488 members 
Mstep: Class 10 contains 39529 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14098 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 15 contains 37657 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 46332 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74437 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111533 members 
Mstep: Class 27 contains 298074 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33919 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12035 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931336.000000 Penalty: 137178.328125
Iteration 146Q: 41 clusters Score -1.109313e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48977 members 
Mstep: Class 5 contains 2891 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16800 members 
Mstep: Class 9 contains 138311 members 
Mstep: Class 10 contains 39527 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 37653 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 46326 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74457 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111533 members 
Mstep: Class 27 contains 298224 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33919 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12052 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931360.000000 Penalty: 137178.328125
Iteration 147Q: 41 clusters Score -1.109314e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48988 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16805 members 
Mstep: Class 9 contains 138144 members 
Mstep: Class 10 contains 39525 members 
Mstep: Class 11 contains 3222 members 
Mstep: Class 12 contains 14101 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 14736 members 
Mstep: Class 15 contains 37651 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16618 members 
Mstep: Class 18 contains 46323 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74475 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 298349 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33921 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12064 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931320.000000 Penalty: 137178.328125
Iteration 148Q: 41 clusters Score -1.109313e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 48997 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16805 members 
Mstep: Class 9 contains 138023 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 14104 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14738 members 
Mstep: Class 15 contains 37648 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 46321 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74489 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111529 members 
Mstep: Class 27 contains 298437 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7501 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12080 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931344.000000 Penalty: 137178.328125
Iteration 149Q: 41 clusters Score -1.109313e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49003 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16808 members 
Mstep: Class 9 contains 137914 members 
Mstep: Class 10 contains 39527 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 14105 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14745 members 
Mstep: Class 15 contains 37635 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16615 members 
Mstep: Class 18 contains 46322 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74504 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111528 members 
Mstep: Class 27 contains 298506 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7502 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12097 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931280.000000 Penalty: 137178.328125
Iteration 150Q: 41 clusters Score -1.109313e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49017 members 
Mstep: Class 5 contains 2897 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16810 members 
Mstep: Class 9 contains 137802 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 14105 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14751 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16615 members 
Mstep: Class 18 contains 46311 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74520 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111528 members 
Mstep: Class 27 contains 298583 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12105 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931384.000000 Penalty: 137178.328125
Iteration 151Q: 41 clusters Score -1.109314e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49030 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16811 members 
Mstep: Class 9 contains 137685 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 12 contains 14105 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14758 members 
Mstep: Class 15 contains 37633 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16616 members 
Mstep: Class 18 contains 46304 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74534 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111525 members 
Mstep: Class 27 contains 298656 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33922 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12120 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931280.000000 Penalty: 137178.328125
Iteration 152Q: 41 clusters Score -1.109313e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49041 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16812 members 
Mstep: Class 9 contains 137596 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 3225 members 
Mstep: Class 12 contains 14105 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14762 members 
Mstep: Class 15 contains 37633 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16615 members 
Mstep: Class 18 contains 46294 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74550 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111525 members 
Mstep: Class 27 contains 298716 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33924 members 
Mstep: Class 30 contains 5252 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12132 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931384.000000 Penalty: 137178.328125
Iteration 153Q: 41 clusters Score -1.109314e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16814 members 
Mstep: Class 9 contains 137496 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14768 members 
Mstep: Class 15 contains 37638 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46282 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74558 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111526 members 
Mstep: Class 27 contains 298796 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12139 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931240.000000 Penalty: 137178.328125
Iteration 154Q: 41 clusters Score -1.109312e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16816 members 
Mstep: Class 9 contains 137381 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 14107 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14773 members 
Mstep: Class 15 contains 37638 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16615 members 
Mstep: Class 18 contains 46279 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74574 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111527 members 
Mstep: Class 27 contains 298881 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12143 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931064.000000 Penalty: 137178.328125
Iteration 155Q: 41 clusters Score -1.109311e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16819 members 
Mstep: Class 9 contains 137297 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 14108 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14774 members 
Mstep: Class 15 contains 37633 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74587 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2912 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111526 members 
Mstep: Class 27 contains 298940 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12146 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931152.000000 Penalty: 137178.328125
Iteration 156Q: 41 clusters Score -1.109312e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49072 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16822 members 
Mstep: Class 9 contains 137202 members 
Mstep: Class 10 contains 39519 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 14109 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 14775 members 
Mstep: Class 15 contains 37631 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16615 members 
Mstep: Class 18 contains 46275 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74598 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2913 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111528 members 
Mstep: Class 27 contains 299000 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12157 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931104.000000 Penalty: 137178.328125
Iteration 157Q: 41 clusters Score -1.109311e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49084 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16823 members 
Mstep: Class 9 contains 137105 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14111 members 
Mstep: Class 13 contains 16245 members 
Mstep: Class 14 contains 14780 members 
Mstep: Class 15 contains 37633 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46272 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74612 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111528 members 
Mstep: Class 27 contains 299060 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12166 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931104.000000 Penalty: 137178.328125
Iteration 158Q: 41 clusters Score -1.109311e+08 nChanged 184
Entering ConstructFrom: 
Score: -110931104.000000 Penalty: 137178.328125
Entering ConstructFrom: 
Trying to split cluster 1 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -48890.605469 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -48890.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47432.851562 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -47432.85 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47838.132812 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -47838.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48117.890625 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -48117.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48322.683594 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -48322.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48514.773438 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -48514.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48631.566406 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -48631.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48764.234375 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -48764.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48810.539062 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -48810.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48945.578125 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -48945.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49031.964844 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -49031.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49062.183594 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -49062.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49089.285156 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -49089.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49119.472656 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -49119.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49143.578125 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -49143.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49167.980469 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -49167.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49172.910156 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -49172.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49177.265625 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -49177.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49177.265625 Penalty: 3162.856689
	Iteration 17F: 3 clusters Score -49177.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 137024 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14112 members 
Mstep: Class 13 contains 16245 members 
Mstep: Class 14 contains 14787 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74621 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 299109 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12168 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33302 members 
Mstep: Class 41 contains 184 members 
Entering Unmasked Estep 
Score: -110929464.000000 Penalty: 140607.781250
Splitting cluster 1 changes total score from -110931104.000000 to -110929464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66445.796875 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66445.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66792.226562 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66792.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67008.984375 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67008.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67199.906250 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67199.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67388.367188 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -67388.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67572.718750 Penalty: 3276.227783
	Iteration 5F: 3 clusters Score -67572.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67730.375000 Penalty: 3276.227783
	Iteration 6F: 3 clusters Score -67730.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67889.375000 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -67889.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68052.281250 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -68052.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68134.320312 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -68134.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68228.359375 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -68228.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68333.281250 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -68333.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68344.492188 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -68344.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68350.093750 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -68350.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68355.335938 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -68355.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68362.031250 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -68362.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68367.546875 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -68367.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68368.695312 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -68368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68369.507812 Penalty: 3276.227783
	Iteration 18Q: 3 clusters Score -68369.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68373.218750 Penalty: 3276.227783
	Iteration 19Q: 3 clusters Score -68373.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68375.203125 Penalty: 3276.227783
	Iteration 20F: 3 clusters Score -68375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 348 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 137024 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14112 members 
Mstep: Class 13 contains 16245 members 
Mstep: Class 14 contains 14787 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74621 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 299109 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12168 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33302 members 
Mstep: Class 41 contains 391 members 
Entering Unmasked Estep 
Score: -110929472.000000 Penalty: 140607.781250
Splitting cluster 2 changes total score from -110931104.000000 to -110929472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -490237.468750 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -490237.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -486047.968750 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -486048 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -486944.156250 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -486944.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -487125.031250 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -487125 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -487251.250000 Penalty: 4165.275879
	Iteration 3Q: 3 clusters Score -487251.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487344.000000 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -487344 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -487422.718750 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -487422.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -487467.187500 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -487467.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -487493.281250 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -487493.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -487517.750000 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -487517.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -487536.718750 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -487536.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -487558.531250 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -487558.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -487573.875000 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -487573.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -487582.250000 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -487582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -487589.343750 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -487589.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -487599.562500 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -487599.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -487608.562500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -487608.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -487617.968750 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -487618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -487624.625000 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -487624.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -487632.500000 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -487632.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -487641.218750 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -487641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -487646.968750 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -487647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -487652.875000 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -487652.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -487656.125000 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -487656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -487658.312500 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -487658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -487661.875000 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -487661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -487664.687500 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -487664.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -487667.500000 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -487667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -487671.718750 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -487671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -487674.062500 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -487674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -487676.656250 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -487676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -487677.812500 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -487677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -487678.687500 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -487678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -487680.125000 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -487680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487681.125000 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -487681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487682.687500 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -487682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -487685.187500 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -487685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487686.625000 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -487686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487688.531250 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -487688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -487690.062500 Penalty: 4165.275879
	Iteration 38Q: 3 clusters Score -487690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -487691.343750 Penalty: 4165.275879
	Iteration 39Q: 3 clusters Score -487691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -487692.406250 Penalty: 4165.275879
	Iteration 40F: 3 clusters Score -487692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -487695.250000 Penalty: 4165.275879
	Iteration 41Q: 3 clusters Score -487695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -487697.593750 Penalty: 4165.275879
	Iteration 42Q: 3 clusters Score -487697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -487698.906250 Penalty: 4165.275879
	Iteration 43Q: 3 clusters Score -487698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -487701.937500 Penalty: 4165.275879
	Iteration 44Q: 3 clusters Score -487701.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -487706.187500 Penalty: 4165.275879
	Iteration 45Q: 3 clusters Score -487706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -487705.875000 Penalty: 4165.275879
	Iteration 46Q: 3 clusters Score -487705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -487706.218750 Penalty: 4165.275879
	Iteration 47Q: 3 clusters Score -487706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -487706.656250 Penalty: 4165.275879
	Iteration 48Q: 3 clusters Score -487706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -487708.781250 Penalty: 4165.275879
	Iteration 49Q: 3 clusters Score -487708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -487710.093750 Penalty: 4165.275879
	Iteration 50Q: 3 clusters Score -487710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -487712.718750 Penalty: 4165.275879
	Iteration 51Q: 3 clusters Score -487712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -487714.437500 Penalty: 4165.275879
	Iteration 52Q: 3 clusters Score -487714.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -487717.531250 Penalty: 4165.275879
	Iteration 53Q: 3 clusters Score -487717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -487717.906250 Penalty: 4165.275879
	Iteration 54Q: 3 clusters Score -487717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -487717.843750 Penalty: 4165.275879
	Iteration 55Q: 3 clusters Score -487717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -487719.656250 Penalty: 4165.275879
	Iteration 56Q: 3 clusters Score -487719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -487724.375000 Penalty: 4165.275879
	Iteration 57Q: 3 clusters Score -487724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -487730.843750 Penalty: 4165.275879
	Iteration 58Q: 3 clusters Score -487730.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -487736.312500 Penalty: 4165.275879
	Iteration 59Q: 3 clusters Score -487736.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487741.906250 Penalty: 4165.275879
	Iteration 60F: 3 clusters Score -487741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -487749.343750 Penalty: 4165.275879
	Iteration 61Q: 3 clusters Score -487749.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -487757.218750 Penalty: 4165.275879
	Iteration 62Q: 3 clusters Score -487757.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -487766.656250 Penalty: 4165.275879
	Iteration 63Q: 3 clusters Score -487766.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -487771.156250 Penalty: 4165.275879
	Iteration 64Q: 3 clusters Score -487771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -487774.500000 Penalty: 4165.275879
	Iteration 65Q: 3 clusters Score -487774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -487779.843750 Penalty: 4165.275879
	Iteration 66Q: 3 clusters Score -487779.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -487784.500000 Penalty: 4165.275879
	Iteration 67Q: 3 clusters Score -487784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487789.187500 Penalty: 4165.275879
	Iteration 68Q: 3 clusters Score -487789.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -487793.343750 Penalty: 4165.275879
	Iteration 69Q: 3 clusters Score -487793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -487796.750000 Penalty: 4165.275879
	Iteration 70Q: 3 clusters Score -487796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487802.406250 Penalty: 4165.275879
	Iteration 71Q: 3 clusters Score -487802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487807.062500 Penalty: 4165.275879
	Iteration 72Q: 3 clusters Score -487807.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -487809.968750 Penalty: 4165.275879
	Iteration 73Q: 3 clusters Score -487810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -487813.843750 Penalty: 4165.275879
	Iteration 74Q: 3 clusters Score -487813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -487819.187500 Penalty: 4165.275879
	Iteration 75Q: 3 clusters Score -487819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -487824.687500 Penalty: 4165.275879
	Iteration 76Q: 3 clusters Score -487824.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -487834.750000 Penalty: 4165.275879
	Iteration 77Q: 3 clusters Score -487834.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -487845.781250 Penalty: 4165.275879
	Iteration 78Q: 3 clusters Score -487845.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -487854.937500 Penalty: 4165.275879
	Iteration 79Q: 3 clusters Score -487854.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -487865.375000 Penalty: 4165.275879
	Iteration 80F: 3 clusters Score -487865.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -487878.687500 Penalty: 4165.275879
	Iteration 81Q: 3 clusters Score -487878.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487889.031250 Penalty: 4165.275879
	Iteration 82Q: 3 clusters Score -487889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -487898.468750 Penalty: 4165.275879
	Iteration 83Q: 3 clusters Score -487898.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -487912.468750 Penalty: 4165.275879
	Iteration 84Q: 3 clusters Score -487912.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -487928.343750 Penalty: 4165.275879
	Iteration 85Q: 3 clusters Score -487928.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -487945.031250 Penalty: 4165.275879
	Iteration 86Q: 3 clusters Score -487945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -487968.062500 Penalty: 4165.275879
	Iteration 87Q: 3 clusters Score -487968.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -488000.156250 Penalty: 4165.275879
	Iteration 88Q: 3 clusters Score -488000.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -488029.718750 Penalty: 4165.275879
	Iteration 89Q: 3 clusters Score -488029.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -488063.281250 Penalty: 4165.275879
	Iteration 90Q: 3 clusters Score -488063.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -488106.062500 Penalty: 4165.275879
	Iteration 91Q: 3 clusters Score -488106.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -488160.343750 Penalty: 4165.275879
	Iteration 92Q: 3 clusters Score -488160.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -488212.750000 Penalty: 4165.275879
	Iteration 93Q: 3 clusters Score -488212.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -488257.843750 Penalty: 4165.275879
	Iteration 94Q: 3 clusters Score -488257.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -488311.437500 Penalty: 4165.275879
	Iteration 95Q: 3 clusters Score -488311.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -488364.656250 Penalty: 4165.275879
	Iteration 96Q: 3 clusters Score -488364.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -488413.812500 Penalty: 4165.275879
	Iteration 97Q: 3 clusters Score -488413.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -488463.500000 Penalty: 4165.275879
	Iteration 98Q: 3 clusters Score -488463.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -488502.625000 Penalty: 4165.275879
	Iteration 99Q: 3 clusters Score -488502.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -488534.875000 Penalty: 4165.275879
	Iteration 100F: 3 clusters Score -488534.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -488554.281250 Penalty: 4165.275879
	Iteration 101Q: 3 clusters Score -488554.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -488585.531250 Penalty: 4165.275879
	Iteration 102Q: 3 clusters Score -488585.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -488616.125000 Penalty: 4165.275879
	Iteration 103Q: 3 clusters Score -488616.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -488644.906250 Penalty: 4165.275879
	Iteration 104Q: 3 clusters Score -488644.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -488658.812500 Penalty: 4165.275879
	Iteration 105Q: 3 clusters Score -488658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -488665.781250 Penalty: 4165.275879
	Iteration 106Q: 3 clusters Score -488665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -488672.312500 Penalty: 4165.275879
	Iteration 107Q: 3 clusters Score -488672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -488677.531250 Penalty: 4165.275879
	Iteration 108Q: 3 clusters Score -488677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -488681.000000 Penalty: 4165.275879
	Iteration 109Q: 3 clusters Score -488681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -488682.093750 Penalty: 4165.275879
	Iteration 110Q: 3 clusters Score -488682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -488684.781250 Penalty: 4165.275879
	Iteration 111Q: 3 clusters Score -488684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -488687.250000 Penalty: 4165.275879
	Iteration 112Q: 3 clusters Score -488687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -488689.406250 Penalty: 4165.275879
	Iteration 113Q: 3 clusters Score -488689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -488691.093750 Penalty: 4165.275879
	Iteration 114Q: 3 clusters Score -488691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -488692.406250 Penalty: 4165.275879
	Iteration 115Q: 3 clusters Score -488692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -488693.687500 Penalty: 4165.275879
	Iteration 116Q: 3 clusters Score -488693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -488694.281250 Penalty: 4165.275879
	Iteration 117Q: 3 clusters Score -488694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -488696.718750 Penalty: 4165.275879
	Iteration 118Q: 3 clusters Score -488696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -488698.437500 Penalty: 4165.275879
	Iteration 119Q: 3 clusters Score -488698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -488700.656250 Penalty: 4165.275879
	Iteration 120F: 3 clusters Score -488700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -488703.281250 Penalty: 4165.275879
	Iteration 121Q: 3 clusters Score -488703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -488706.843750 Penalty: 4165.275879
	Iteration 122Q: 3 clusters Score -488706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -488714.000000 Penalty: 4165.275879
	Iteration 123Q: 3 clusters Score -488714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -488721.968750 Penalty: 4165.275879
	Iteration 124Q: 3 clusters Score -488722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -488730.500000 Penalty: 4165.275879
	Iteration 125Q: 3 clusters Score -488730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -488735.187500 Penalty: 4165.275879
	Iteration 126Q: 3 clusters Score -488735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -488737.500000 Penalty: 4165.275879
	Iteration 127Q: 3 clusters Score -488737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -488741.562500 Penalty: 4165.275879
	Iteration 128Q: 3 clusters Score -488741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -488746.812500 Penalty: 4165.275879
	Iteration 129Q: 3 clusters Score -488746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -488749.000000 Penalty: 4165.275879
	Iteration 130Q: 3 clusters Score -488749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -488750.531250 Penalty: 4165.275879
	Iteration 131Q: 3 clusters Score -488750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -488751.937500 Penalty: 4165.275879
	Iteration 132Q: 3 clusters Score -488751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -488753.937500 Penalty: 4165.275879
	Iteration 133Q: 3 clusters Score -488753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -488756.625000 Penalty: 4165.275879
	Iteration 134Q: 3 clusters Score -488756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -488758.468750 Penalty: 4165.275879
	Iteration 135Q: 3 clusters Score -488758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -488759.156250 Penalty: 4165.275879
	Iteration 136Q: 3 clusters Score -488759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -488760.531250 Penalty: 4165.275879
	Iteration 137Q: 3 clusters Score -488760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -488761.968750 Penalty: 4165.275879
	Iteration 138Q: 3 clusters Score -488762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -488763.468750 Penalty: 4165.275879
	Iteration 139Q: 3 clusters Score -488763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -488764.562500 Penalty: 4165.275879
	Iteration 140F: 3 clusters Score -488764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -488765.437500 Penalty: 4165.275879
	Iteration 141Q: 3 clusters Score -488765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -488765.093750 Penalty: 4165.275879
	Iteration 142Q: 3 clusters Score -488765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -488767.187500 Penalty: 4165.275879
	Iteration 143Q: 3 clusters Score -488767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -488769.343750 Penalty: 4165.275879
	Iteration 144Q: 3 clusters Score -488769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -488769.343750 Penalty: 4165.275879
	Iteration 145F: 3 clusters Score -488769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Entering Unmasked Estep 
Score: -5432933.000000 Penalty: 2678.739746
	Iteration 0F: 2 clusters Score -5432933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5399923.500000 Penalty: 5357.479492
	Iteration 0F: 3 clusters Score -5399924 nChanged 22626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5412374.000000 Penalty: 5357.479492
	Iteration 1F: 3 clusters Score -5412374 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -5413063.500000 Penalty: 5357.479492
	Iteration 2Q: 3 clusters Score -5413064 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -5413863.000000 Penalty: 5357.479492
	Iteration 3Q: 3 clusters Score -5413863 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -5414792.000000 Penalty: 5357.479492
	Iteration 4Q: 3 clusters Score -5414792 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5415789.000000 Penalty: 5357.479492
	Iteration 5Q: 3 clusters Score -5415789 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5416886.000000 Penalty: 5357.479492
	Iteration 6Q: 3 clusters Score -5416886 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5418010.500000 Penalty: 5357.479492
	Iteration 7Q: 3 clusters Score -5418010 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5419352.000000 Penalty: 5357.479492
	Iteration 8Q: 3 clusters Score -5419352 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5420807.000000 Penalty: 5357.479492
	Iteration 9Q: 3 clusters Score -5420807 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5422358.500000 Penalty: 5357.479492
	Iteration 10Q: 3 clusters Score -5422358 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5423753.000000 Penalty: 5357.479492
	Iteration 11Q: 3 clusters Score -5423753 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5424820.000000 Penalty: 5357.479492
	Iteration 12Q: 3 clusters Score -5424820 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5425722.500000 Penalty: 5357.479492
	Iteration 13Q: 3 clusters Score -5425722 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5426410.500000 Penalty: 5357.479492
	Iteration 14Q: 3 clusters Score -5426410 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5427042.000000 Penalty: 5357.479492
	Iteration 15Q: 3 clusters Score -5427042 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5427645.000000 Penalty: 5357.479492
	Iteration 16Q: 3 clusters Score -5427645 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -5428216.000000 Penalty: 5357.479492
	Iteration 17Q: 3 clusters Score -5428216 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5428676.000000 Penalty: 5357.479492
	Iteration 18Q: 3 clusters Score -5428676 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5429034.000000 Penalty: 5357.479492
	Iteration 19Q: 3 clusters Score -5429034 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -5429339.500000 Penalty: 5357.479492
	Iteration 20F: 3 clusters Score -5429340 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -5429614.500000 Penalty: 5357.479492
	Iteration 21Q: 3 clusters Score -5429614 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5429817.000000 Penalty: 5357.479492
	Iteration 22Q: 3 clusters Score -5429817 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -5430032.000000 Penalty: 5357.479492
	Iteration 23Q: 3 clusters Score -5430032 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -5430233.500000 Penalty: 5357.479492
	Iteration 24Q: 3 clusters Score -5430234 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5430359.000000 Penalty: 5357.479492
	Iteration 25Q: 3 clusters Score -5430359 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5430489.500000 Penalty: 5357.479492
	Iteration 26Q: 3 clusters Score -5430490 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -5430571.500000 Penalty: 5357.479492
	Iteration 27Q: 3 clusters Score -5430572 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5430645.500000 Penalty: 5357.479492
	Iteration 28Q: 3 clusters Score -5430646 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5430682.500000 Penalty: 5357.479492
	Iteration 29Q: 3 clusters Score -5430682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5430724.000000 Penalty: 5357.479492
	Iteration 30Q: 3 clusters Score -5430724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5430787.000000 Penalty: 5357.479492
	Iteration 31Q: 3 clusters Score -5430787 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5430830.000000 Penalty: 5357.479492
	Iteration 32Q: 3 clusters Score -5430830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5430859.000000 Penalty: 5357.479492
	Iteration 33Q: 3 clusters Score -5430859 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5430878.500000 Penalty: 5357.479492
	Iteration 34Q: 3 clusters Score -5430878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5430902.000000 Penalty: 5357.479492
	Iteration 35Q: 3 clusters Score -5430902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5430905.000000 Penalty: 5357.479492
	Iteration 36Q: 3 clusters Score -5430905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5430944.500000 Penalty: 5357.479492
	Iteration 37Q: 3 clusters Score -5430944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5430961.500000 Penalty: 5357.479492
	Iteration 38Q: 3 clusters Score -5430962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5430979.500000 Penalty: 5357.479492
	Iteration 39Q: 3 clusters Score -5430980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5430990.500000 Penalty: 5357.479492
	Iteration 40F: 3 clusters Score -5430990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5430984.000000 Penalty: 5357.479492
	Iteration 41Q: 3 clusters Score -5430984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5430991.500000 Penalty: 5357.479492
	Iteration 42Q: 3 clusters Score -5430992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5430989.500000 Penalty: 5357.479492
	Iteration 43Q: 3 clusters Score -5430990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -5430987.000000 Penalty: 5357.479492
	Iteration 44Q: 3 clusters Score -5430987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5430985.000000 Penalty: 5357.479492
	Iteration 45Q: 3 clusters Score -5430985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5430995.000000 Penalty: 5357.479492
	Iteration 46Q: 3 clusters Score -5430995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5431016.500000 Penalty: 5357.479492
	Iteration 47Q: 3 clusters Score -5431016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5431022.000000 Penalty: 5357.479492
	Iteration 48Q: 3 clusters Score -5431022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5431029.000000 Penalty: 5357.479492
	Iteration 49Q: 3 clusters Score -5431029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5431027.500000 Penalty: 5357.479492
	Iteration 50Q: 3 clusters Score -5431028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5431042.000000 Penalty: 5357.479492
	Iteration 51Q: 3 clusters Score -5431042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5431047.500000 Penalty: 5357.479492
	Iteration 52Q: 3 clusters Score -5431048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5431036.500000 Penalty: 5357.479492
	Iteration 53Q: 3 clusters Score -5431036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5431033.000000 Penalty: 5357.479492
	Iteration 54Q: 3 clusters Score -5431033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5431035.000000 Penalty: 5357.479492
	Iteration 55Q: 3 clusters Score -5431035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5431035.000000 Penalty: 5357.479492
	Iteration 56Q: 3 clusters Score -5431035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5431037.000000 Penalty: 5357.479492
	Iteration 57Q: 3 clusters Score -5431037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5431049.000000 Penalty: 5357.479492
	Iteration 58Q: 3 clusters Score -5431049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5431044.000000 Penalty: 5357.479492
	Iteration 59Q: 3 clusters Score -5431044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5431046.500000 Penalty: 5357.479492
	Iteration 60F: 3 clusters Score -5431046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5431049.500000 Penalty: 5357.479492
	Iteration 61Q: 3 clusters Score -5431050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5431050.500000 Penalty: 5357.479492
	Iteration 62Q: 3 clusters Score -5431050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5431052.500000 Penalty: 5357.479492
	Iteration 63Q: 3 clusters Score -5431052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5431059.000000 Penalty: 5357.479492
	Iteration 64Q: 3 clusters Score -5431059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5431058.000000 Penalty: 5357.479492
	Iteration 65Q: 3 clusters Score -5431058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5431050.500000 Penalty: 5357.479492
	Iteration 66Q: 3 clusters Score -5431050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5431048.500000 Penalty: 5357.479492
	Iteration 67Q: 3 clusters Score -5431048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5431053.000000 Penalty: 5357.479492
	Iteration 68Q: 3 clusters Score -5431053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5431048.500000 Penalty: 5357.479492
	Iteration 69Q: 3 clusters Score -5431048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5431048.500000 Penalty: 5357.479492
	Iteration 70F: 3 clusters Score -5431048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -326961.937500 Penalty: 1977.342529
	Iteration 0F: 2 clusters Score -326961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -323799.437500 Penalty: 3954.685059
	Iteration 0F: 3 clusters Score -323799.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324375.562500 Penalty: 3954.685059
	Iteration 1F: 3 clusters Score -324375.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -324513.218750 Penalty: 3954.685059
	Iteration 2F: 3 clusters Score -324513.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -324581.718750 Penalty: 3954.685059
	Iteration 3Q: 3 clusters Score -324581.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -324631.656250 Penalty: 3954.685059
	Iteration 4Q: 3 clusters Score -324631.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -324673.375000 Penalty: 3954.685059
	Iteration 5Q: 3 clusters Score -324673.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -324708.968750 Penalty: 3954.685059
	Iteration 6Q: 3 clusters Score -324709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -324740.406250 Penalty: 3954.685059
	Iteration 7Q: 3 clusters Score -324740.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -324766.218750 Penalty: 3954.685059
	Iteration 8Q: 3 clusters Score -324766.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -324787.875000 Penalty: 3954.685059
	Iteration 9Q: 3 clusters Score -324787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -324799.312500 Penalty: 3954.685059
	Iteration 10Q: 3 clusters Score -324799.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -324808.375000 Penalty: 3954.685059
	Iteration 11Q: 3 clusters Score -324808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -324814.500000 Penalty: 3954.685059
	Iteration 12Q: 3 clusters Score -324814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -324821.250000 Penalty: 3954.685059
	Iteration 13Q: 3 clusters Score -324821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -324824.468750 Penalty: 3954.685059
	Iteration 14Q: 3 clusters Score -324824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -324825.593750 Penalty: 3954.685059
	Iteration 15Q: 3 clusters Score -324825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -324828.562500 Penalty: 3954.685059
	Iteration 16Q: 3 clusters Score -324828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -324830.906250 Penalty: 3954.685059
	Iteration 17Q: 3 clusters Score -324830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -324832.781250 Penalty: 3954.685059
	Iteration 18Q: 3 clusters Score -324832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -324833.906250 Penalty: 3954.685059
	Iteration 19Q: 3 clusters Score -324833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -324834.968750 Penalty: 3954.685059
	Iteration 20F: 3 clusters Score -324835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -324836.468750 Penalty: 3954.685059
	Iteration 21Q: 3 clusters Score -324836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -324838.031250 Penalty: 3954.685059
	Iteration 22Q: 3 clusters Score -324838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -324839.343750 Penalty: 3954.685059
	Iteration 23Q: 3 clusters Score -324839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -324841.406250 Penalty: 3954.685059
	Iteration 24Q: 3 clusters Score -324841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -324845.187500 Penalty: 3954.685059
	Iteration 25Q: 3 clusters Score -324845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -324845.281250 Penalty: 3954.685059
	Iteration 26Q: 3 clusters Score -324845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -324847.156250 Penalty: 3954.685059
	Iteration 27Q: 3 clusters Score -324847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -324848.718750 Penalty: 3954.685059
	Iteration 28Q: 3 clusters Score -324848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -324849.093750 Penalty: 3954.685059
	Iteration 29Q: 3 clusters Score -324849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -324851.031250 Penalty: 3954.685059
	Iteration 30Q: 3 clusters Score -324851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -324853.406250 Penalty: 3954.685059
	Iteration 31Q: 3 clusters Score -324853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -324854.687500 Penalty: 3954.685059
	Iteration 32Q: 3 clusters Score -324854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -324854.687500 Penalty: 3954.685059
	Iteration 33F: 3 clusters Score -324854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32509.123047 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32509.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32748.964844 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32748.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32859.378906 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -32859.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32954.230469 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32954.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33038.347656 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -33038.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33107.632812 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -33107.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33140.078125 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -33140.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33153.898438 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -33153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33153.898438 Penalty: 2946.324951
	Iteration 8F: 3 clusters Score -33153.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -785551.125000 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -785551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -779719.562500 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -779719.6 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -781283.062500 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -781283.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -781572.875000 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -781572.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -781779.062500 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -781779.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -781946.750000 Penalty: 4396.212891
	Iteration 4Q: 3 clusters Score -781946.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -782066.062500 Penalty: 4396.212891
	Iteration 5Q: 3 clusters Score -782066.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -782182.062500 Penalty: 4396.212891
	Iteration 6Q: 3 clusters Score -782182.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -782308.875000 Penalty: 4396.212891
	Iteration 7Q: 3 clusters Score -782308.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -782441.312500 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -782441.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -782580.937500 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -782580.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -782715.375000 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -782715.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -782826.937500 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -782826.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -782913.375000 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -782913.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -782983.937500 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -782983.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -783044.000000 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -783044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -783103.375000 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -783103.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -783161.562500 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -783161.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -783215.437500 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -783215.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -783252.562500 Penalty: 4396.212891
	Iteration 18Q: 3 clusters Score -783252.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -783293.937500 Penalty: 4396.212891
	Iteration 19Q: 3 clusters Score -783293.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -783327.250000 Penalty: 4396.212891
	Iteration 20F: 3 clusters Score -783327.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -783358.625000 Penalty: 4396.212891
	Iteration 21Q: 3 clusters Score -783358.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -783381.062500 Penalty: 4396.212891
	Iteration 22Q: 3 clusters Score -783381.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -783402.687500 Penalty: 4396.212891
	Iteration 23Q: 3 clusters Score -783402.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -783415.562500 Penalty: 4396.212891
	Iteration 24Q: 3 clusters Score -783415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -783428.562500 Penalty: 4396.212891
	Iteration 25Q: 3 clusters Score -783428.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -783437.250000 Penalty: 4396.212891
	Iteration 26Q: 3 clusters Score -783437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -783451.625000 Penalty: 4396.212891
	Iteration 27Q: 3 clusters Score -783451.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -783462.750000 Penalty: 4396.212891
	Iteration 28Q: 3 clusters Score -783462.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -783473.000000 Penalty: 4396.212891
	Iteration 29Q: 3 clusters Score -783473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -783484.562500 Penalty: 4396.212891
	Iteration 30Q: 3 clusters Score -783484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -783498.062500 Penalty: 4396.212891
	Iteration 31Q: 3 clusters Score -783498.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -783505.062500 Penalty: 4396.212891
	Iteration 32Q: 3 clusters Score -783505.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -783510.937500 Penalty: 4396.212891
	Iteration 33Q: 3 clusters Score -783510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -783515.062500 Penalty: 4396.212891
	Iteration 34Q: 3 clusters Score -783515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -783518.187500 Penalty: 4396.212891
	Iteration 35Q: 3 clusters Score -783518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -783521.000000 Penalty: 4396.212891
	Iteration 36Q: 3 clusters Score -783521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -783526.437500 Penalty: 4396.212891
	Iteration 37Q: 3 clusters Score -783526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -783530.687500 Penalty: 4396.212891
	Iteration 38Q: 3 clusters Score -783530.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -783533.062500 Penalty: 4396.212891
	Iteration 39Q: 3 clusters Score -783533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -783534.875000 Penalty: 4396.212891
	Iteration 40F: 3 clusters Score -783534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -783537.125000 Penalty: 4396.212891
	Iteration 41Q: 3 clusters Score -783537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -783538.875000 Penalty: 4396.212891
	Iteration 42Q: 3 clusters Score -783538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -783540.812500 Penalty: 4396.212891
	Iteration 43Q: 3 clusters Score -783540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -783541.500000 Penalty: 4396.212891
	Iteration 44Q: 3 clusters Score -783541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -783542.375000 Penalty: 4396.212891
	Iteration 45Q: 3 clusters Score -783542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -783543.937500 Penalty: 4396.212891
	Iteration 46Q: 3 clusters Score -783543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -783543.937500 Penalty: 4396.212891
	Iteration 47F: 3 clusters Score -783543.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Entering Unmasked Estep 
Score: -1945455.125000 Penalty: 2413.223389
	Iteration 0F: 2 clusters Score -1945455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1933428.750000 Penalty: 4826.446777
	Iteration 0F: 3 clusters Score -1933429 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1937275.875000 Penalty: 4826.446777
	Iteration 1F: 3 clusters Score -1937276 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1937616.875000 Penalty: 4826.446777
	Iteration 2F: 3 clusters Score -1937617 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1937844.250000 Penalty: 4826.446777
	Iteration 3Q: 3 clusters Score -1937844 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1938028.875000 Penalty: 4826.446777
	Iteration 4Q: 3 clusters Score -1938029 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1938203.500000 Penalty: 4826.446777
	Iteration 5Q: 3 clusters Score -1938204 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1938368.125000 Penalty: 4826.446777
	Iteration 6Q: 3 clusters Score -1938368 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1938576.875000 Penalty: 4826.446777
	Iteration 7Q: 3 clusters Score -1938577 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1938861.125000 Penalty: 4826.446777
	Iteration 8Q: 3 clusters Score -1938861 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1939234.125000 Penalty: 4826.446777
	Iteration 9Q: 3 clusters Score -1939234 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1939706.875000 Penalty: 4826.446777
	Iteration 10Q: 3 clusters Score -1939707 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1940246.625000 Penalty: 4826.446777
	Iteration 11F: 3 clusters Score -1940247 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1940835.500000 Penalty: 4826.446777
	Iteration 12Q: 3 clusters Score -1940836 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1941423.625000 Penalty: 4826.446777
	Iteration 13Q: 3 clusters Score -1941424 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1941890.000000 Penalty: 4826.446777
	Iteration 14Q: 3 clusters Score -1941890 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1942277.500000 Penalty: 4826.446777
	Iteration 15Q: 3 clusters Score -1942278 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1942558.000000 Penalty: 4826.446777
	Iteration 16Q: 3 clusters Score -1942558 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1942777.375000 Penalty: 4826.446777
	Iteration 17Q: 3 clusters Score -1942777 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1942944.875000 Penalty: 4826.446777
	Iteration 18Q: 3 clusters Score -1942945 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1943056.000000 Penalty: 4826.446777
	Iteration 19Q: 3 clusters Score -1943056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1943136.750000 Penalty: 4826.446777
	Iteration 20F: 3 clusters Score -1943137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1943189.000000 Penalty: 4826.446777
	Iteration 21Q: 3 clusters Score -1943189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1943225.875000 Penalty: 4826.446777
	Iteration 22Q: 3 clusters Score -1943226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1943249.625000 Penalty: 4826.446777
	Iteration 23Q: 3 clusters Score -1943250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1943262.625000 Penalty: 4826.446777
	Iteration 24Q: 3 clusters Score -1943263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1943265.875000 Penalty: 4826.446777
	Iteration 25Q: 3 clusters Score -1943266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1943269.500000 Penalty: 4826.446777
	Iteration 26Q: 3 clusters Score -1943270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1943271.625000 Penalty: 4826.446777
	Iteration 27Q: 3 clusters Score -1943272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1943274.250000 Penalty: 4826.446777
	Iteration 28Q: 3 clusters Score -1943274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1943282.500000 Penalty: 4826.446777
	Iteration 29Q: 3 clusters Score -1943282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1943294.875000 Penalty: 4826.446777
	Iteration 30Q: 3 clusters Score -1943295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1943296.000000 Penalty: 4826.446777
	Iteration 31Q: 3 clusters Score -1943296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1943300.000000 Penalty: 4826.446777
	Iteration 32Q: 3 clusters Score -1943300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1943302.500000 Penalty: 4826.446777
	Iteration 33Q: 3 clusters Score -1943302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1943307.500000 Penalty: 4826.446777
	Iteration 34Q: 3 clusters Score -1943308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1943313.750000 Penalty: 4826.446777
	Iteration 35Q: 3 clusters Score -1943314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1943310.375000 Penalty: 4826.446777
	Iteration 36Q: 3 clusters Score -1943310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1943310.375000 Penalty: 4826.446777
	Iteration 37F: 3 clusters Score -1943310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (137024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137024 members 
Entering Unmasked Estep 
Score: -15523001.000000 Penalty: 2933.322021
	Iteration 0F: 2 clusters Score -1.5523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -15431184.000000 Penalty: 5866.644043
	Iteration 0F: 3 clusters Score -1.543118e+07 nChanged 65390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -15469141.000000 Penalty: 5866.644043
	Iteration 1F: 3 clusters Score -1.546914e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -15470039.000000 Penalty: 5866.644043
	Iteration 2Q: 3 clusters Score -1.547004e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -15471159.000000 Penalty: 5866.644043
	Iteration 3Q: 3 clusters Score -1.547116e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -15472864.000000 Penalty: 5866.644043
	Iteration 4Q: 3 clusters Score -1.547286e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -15475190.000000 Penalty: 5866.644043
	Iteration 5Q: 3 clusters Score -1.547519e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -15478584.000000 Penalty: 5866.644043
	Iteration 6Q: 3 clusters Score -1.547858e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
Score: -15483954.000000 Penalty: 5866.644043
	Iteration 7F: 3 clusters Score -1.548395e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -15491733.000000 Penalty: 5866.644043
	Iteration 8F: 3 clusters Score -1.549173e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -15500215.000000 Penalty: 5866.644043
	Iteration 9F: 3 clusters Score -1.550022e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -15506298.000000 Penalty: 5866.644043
	Iteration 10F: 3 clusters Score -1.55063e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -15509624.000000 Penalty: 5866.644043
	Iteration 11Q: 3 clusters Score -1.550962e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -15511931.000000 Penalty: 5866.644043
	Iteration 12Q: 3 clusters Score -1.551193e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -15513891.000000 Penalty: 5866.644043
	Iteration 13Q: 3 clusters Score -1.551389e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -15515719.000000 Penalty: 5866.644043
	Iteration 14Q: 3 clusters Score -1.551572e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -15517070.000000 Penalty: 5866.644043
	Iteration 15Q: 3 clusters Score -1.551707e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 112713 members 
Entering Unmasked Estep 
Score: -15518092.000000 Penalty: 5866.644043
	Iteration 16Q: 3 clusters Score -1.551809e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -15518897.000000 Penalty: 5866.644043
	Iteration 17Q: 3 clusters Score -1.55189e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 115692 members 
Entering Unmasked Estep 
Score: -15519496.000000 Penalty: 5866.644043
	Iteration 18Q: 3 clusters Score -1.55195e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -15519966.000000 Penalty: 5866.644043
	Iteration 19Q: 3 clusters Score -1.551997e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -15520240.000000 Penalty: 5866.644043
	Iteration 20F: 3 clusters Score -1.552024e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 118789 members 
Entering Unmasked Estep 
Score: -15520518.000000 Penalty: 5866.644043
	Iteration 21Q: 3 clusters Score -1.552052e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -15520820.000000 Penalty: 5866.644043
	Iteration 22Q: 3 clusters Score -1.552082e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 120309 members 
Entering Unmasked Estep 
Score: -15520991.000000 Penalty: 5866.644043
	Iteration 23Q: 3 clusters Score -1.552099e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -15521071.000000 Penalty: 5866.644043
	Iteration 24Q: 3 clusters Score -1.552107e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -15521181.000000 Penalty: 5866.644043
	Iteration 25Q: 3 clusters Score -1.552118e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -15521240.000000 Penalty: 5866.644043
	Iteration 26Q: 3 clusters Score -1.552124e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -15521374.000000 Penalty: 5866.644043
	Iteration 27Q: 3 clusters Score -1.552137e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -15521413.000000 Penalty: 5866.644043
	Iteration 28Q: 3 clusters Score -1.552141e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -15521435.000000 Penalty: 5866.644043
	Iteration 29Q: 3 clusters Score -1.552144e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 123562 members 
Entering Unmasked Estep 
Score: -15521482.000000 Penalty: 5866.644043
	Iteration 30Q: 3 clusters Score -1.552148e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 123875 members 
Entering Unmasked Estep 
Score: -15521494.000000 Penalty: 5866.644043
	Iteration 31Q: 3 clusters Score -1.552149e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 124167 members 
Entering Unmasked Estep 
Score: -15521523.000000 Penalty: 5866.644043
	Iteration 32Q: 3 clusters Score -1.552152e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -15521547.000000 Penalty: 5866.644043
	Iteration 33Q: 3 clusters Score -1.552155e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -15521570.000000 Penalty: 5866.644043
	Iteration 34Q: 3 clusters Score -1.552157e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -15521608.000000 Penalty: 5866.644043
	Iteration 35Q: 3 clusters Score -1.552161e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 125116 members 
Entering Unmasked Estep 
Score: -15521650.000000 Penalty: 5866.644043
	Iteration 36Q: 3 clusters Score -1.552165e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -15521708.000000 Penalty: 5866.644043
	Iteration 37Q: 3 clusters Score -1.552171e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -15521694.000000 Penalty: 5866.644043
	Iteration 38Q: 3 clusters Score -1.552169e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 125702 members 
Entering Unmasked Estep 
Score: -15521729.000000 Penalty: 5866.644043
	Iteration 39Q: 3 clusters Score -1.552173e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -15521778.000000 Penalty: 5866.644043
	Iteration 40F: 3 clusters Score -1.552178e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -15521780.000000 Penalty: 5866.644043
	Iteration 41Q: 3 clusters Score -1.552178e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 126152 members 
Entering Unmasked Estep 
Score: -15521768.000000 Penalty: 5866.644043
	Iteration 42Q: 3 clusters Score -1.552177e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 126294 members 
Entering Unmasked Estep 
Score: -15521806.000000 Penalty: 5866.644043
	Iteration 43Q: 3 clusters Score -1.552181e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -15521790.000000 Penalty: 5866.644043
	Iteration 44Q: 3 clusters Score -1.552179e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 126543 members 
Entering Unmasked Estep 
Score: -15521849.000000 Penalty: 5866.644043
	Iteration 45Q: 3 clusters Score -1.552185e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -15521852.000000 Penalty: 5866.644043
	Iteration 46Q: 3 clusters Score -1.552185e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -15521876.000000 Penalty: 5866.644043
	Iteration 47Q: 3 clusters Score -1.552188e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -15521873.000000 Penalty: 5866.644043
	Iteration 48Q: 3 clusters Score -1.552187e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -15521879.000000 Penalty: 5866.644043
	Iteration 49Q: 3 clusters Score -1.552188e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -15521884.000000 Penalty: 5866.644043
	Iteration 50Q: 3 clusters Score -1.552188e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -15521847.000000 Penalty: 5866.644043
	Iteration 51Q: 3 clusters Score -1.552185e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -15521861.000000 Penalty: 5866.644043
	Iteration 52Q: 3 clusters Score -1.552186e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -15521870.000000 Penalty: 5866.644043
	Iteration 53Q: 3 clusters Score -1.552187e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 127436 members 
Entering Unmasked Estep 
Score: -15521892.000000 Penalty: 5866.644043
	Iteration 54Q: 3 clusters Score -1.552189e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -15521871.000000 Penalty: 5866.644043
	Iteration 55Q: 3 clusters Score -1.552187e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -15521864.000000 Penalty: 5866.644043
	Iteration 56Q: 3 clusters Score -1.552186e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -15521888.000000 Penalty: 5866.644043
	Iteration 57Q: 3 clusters Score -1.552189e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -15521877.000000 Penalty: 5866.644043
	Iteration 58Q: 3 clusters Score -1.552188e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -15521889.000000 Penalty: 5866.644043
	Iteration 59Q: 3 clusters Score -1.552189e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -15521885.000000 Penalty: 5866.644043
	Iteration 60F: 3 clusters Score -1.552188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -15521894.000000 Penalty: 5866.644043
	Iteration 61Q: 3 clusters Score -1.552189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -15521891.000000 Penalty: 5866.644043
	Iteration 62Q: 3 clusters Score -1.552189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
Score: -15521896.000000 Penalty: 5866.644043
	Iteration 63Q: 3 clusters Score -1.55219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 128044 members 
Entering Unmasked Estep 
Score: -15521886.000000 Penalty: 5866.644043
	Iteration 64Q: 3 clusters Score -1.552189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -15521894.000000 Penalty: 5866.644043
	Iteration 65Q: 3 clusters Score -1.552189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 128118 members 
Entering Unmasked Estep 
Score: -15521890.000000 Penalty: 5866.644043
	Iteration 66Q: 3 clusters Score -1.552189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 128148 members 
Entering Unmasked Estep 
Score: -15521893.000000 Penalty: 5866.644043
	Iteration 67Q: 3 clusters Score -1.552189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -15521873.000000 Penalty: 5866.644043
	Iteration 68Q: 3 clusters Score -1.552187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 128207 members 
Entering Unmasked Estep 
Score: -15521888.000000 Penalty: 5866.644043
	Iteration 69Q: 3 clusters Score -1.552189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -15521890.000000 Penalty: 5866.644043
	Iteration 70Q: 3 clusters Score -1.552189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 128257 members 
Entering Unmasked Estep 
Score: -15521891.000000 Penalty: 5866.644043
	Iteration 71Q: 3 clusters Score -1.552189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
Score: -15521888.000000 Penalty: 5866.644043
	Iteration 72Q: 3 clusters Score -1.552189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -15521881.000000 Penalty: 5866.644043
	Iteration 73Q: 3 clusters Score -1.552188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -15521881.000000 Penalty: 5866.644043
	Iteration 74Q: 3 clusters Score -1.552188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 128307 members 
Entering Unmasked Estep 
Score: -15521888.000000 Penalty: 5866.644043
	Iteration 75Q: 3 clusters Score -1.552189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -15521889.000000 Penalty: 5866.644043
	Iteration 76Q: 3 clusters Score -1.552189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -15521874.000000 Penalty: 5866.644043
	Iteration 77Q: 3 clusters Score -1.552187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 128325 members 
Entering Unmasked Estep 
Score: -15521872.000000 Penalty: 5866.644043
	Iteration 78Q: 3 clusters Score -1.552187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -15521868.000000 Penalty: 5866.644043
	Iteration 79Q: 3 clusters Score -1.552187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -15521881.000000 Penalty: 5866.644043
	Iteration 80F: 3 clusters Score -1.552188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -15521887.000000 Penalty: 5866.644043
	Iteration 81Q: 3 clusters Score -1.552189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -15521887.000000 Penalty: 5866.644043
	Iteration 82Q: 3 clusters Score -1.552189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 128342 members 
Entering Unmasked Estep 
Score: -15521892.000000 Penalty: 5866.644043
	Iteration 83Q: 3 clusters Score -1.552189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 128345 members 
Entering Unmasked Estep 
Score: -15521899.000000 Penalty: 5866.644043
	Iteration 84Q: 3 clusters Score -1.55219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -15521898.000000 Penalty: 5866.644043
	Iteration 85Q: 3 clusters Score -1.55219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 128352 members 
Entering Unmasked Estep 
Score: -15521914.000000 Penalty: 5866.644043
	Iteration 86Q: 3 clusters Score -1.552191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -15521912.000000 Penalty: 5866.644043
	Iteration 87Q: 3 clusters Score -1.552191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -15521905.000000 Penalty: 5866.644043
	Iteration 88Q: 3 clusters Score -1.55219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 128363 members 
Entering Unmasked Estep 
Score: -15521907.000000 Penalty: 5866.644043
	Iteration 89Q: 3 clusters Score -1.552191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 128368 members 
Entering Unmasked Estep 
Score: -15521905.000000 Penalty: 5866.644043
	Iteration 90Q: 3 clusters Score -1.55219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 128375 members 
Entering Unmasked Estep 
Score: -15521902.000000 Penalty: 5866.644043
	Iteration 91Q: 3 clusters Score -1.55219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -15521910.000000 Penalty: 5866.644043
	Iteration 92Q: 3 clusters Score -1.552191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -15521911.000000 Penalty: 5866.644043
	Iteration 93Q: 3 clusters Score -1.552191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -15521922.000000 Penalty: 5866.644043
	Iteration 94Q: 3 clusters Score -1.552192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 128423 members 
Entering Unmasked Estep 
Score: -15521938.000000 Penalty: 5866.644043
	Iteration 95Q: 3 clusters Score -1.552194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -15521934.000000 Penalty: 5866.644043
	Iteration 96Q: 3 clusters Score -1.552193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -15521934.000000 Penalty: 5866.644043
	Iteration 97Q: 3 clusters Score -1.552193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 128440 members 
Entering Unmasked Estep 
Score: -15521939.000000 Penalty: 5866.644043
	Iteration 98Q: 3 clusters Score -1.552194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 128441 members 
Entering Unmasked Estep 
Score: -15521930.000000 Penalty: 5866.644043
	Iteration 99Q: 3 clusters Score -1.552193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 128441 members 
Entering Unmasked Estep 
Score: -15521930.000000 Penalty: 5866.644043
	Iteration 100F: 3 clusters Score -1.552193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Entering Unmasked Estep 
Score: -4078057.750000 Penalty: 2624.958984
	Iteration 0F: 2 clusters Score -4078058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4051203.000000 Penalty: 5249.917969
	Iteration 0F: 3 clusters Score -4051203 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4061759.250000 Penalty: 5249.917969
	Iteration 1F: 3 clusters Score -4061759 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4063189.250000 Penalty: 5249.917969
	Iteration 2F: 3 clusters Score -4063189 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4064607.750000 Penalty: 5249.917969
	Iteration 3F: 3 clusters Score -4064608 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4065786.000000 Penalty: 5249.917969
	Iteration 4F: 3 clusters Score -4065786 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4066800.750000 Penalty: 5249.917969
	Iteration 5F: 3 clusters Score -4066801 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4067858.500000 Penalty: 5249.917969
	Iteration 6F: 3 clusters Score -4067858 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4068880.500000 Penalty: 5249.917969
	Iteration 7Q: 3 clusters Score -4068880 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4069832.500000 Penalty: 5249.917969
	Iteration 8Q: 3 clusters Score -4069832 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4070758.000000 Penalty: 5249.917969
	Iteration 9Q: 3 clusters Score -4070758 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4071479.000000 Penalty: 5249.917969
	Iteration 10Q: 3 clusters Score -4071479 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4072025.250000 Penalty: 5249.917969
	Iteration 11Q: 3 clusters Score -4072025 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4072464.500000 Penalty: 5249.917969
	Iteration 12Q: 3 clusters Score -4072464 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4072886.250000 Penalty: 5249.917969
	Iteration 13Q: 3 clusters Score -4072886 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4073242.750000 Penalty: 5249.917969
	Iteration 14Q: 3 clusters Score -4073243 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -4073564.250000 Penalty: 5249.917969
	Iteration 15Q: 3 clusters Score -4073564 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4073848.500000 Penalty: 5249.917969
	Iteration 16Q: 3 clusters Score -4073848 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4074111.250000 Penalty: 5249.917969
	Iteration 17Q: 3 clusters Score -4074111 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4074381.500000 Penalty: 5249.917969
	Iteration 18Q: 3 clusters Score -4074382 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4074680.000000 Penalty: 5249.917969
	Iteration 19Q: 3 clusters Score -4074680 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4074972.250000 Penalty: 5249.917969
	Iteration 20F: 3 clusters Score -4074972 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4075236.000000 Penalty: 5249.917969
	Iteration 21Q: 3 clusters Score -4075236 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4075492.000000 Penalty: 5249.917969
	Iteration 22Q: 3 clusters Score -4075492 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4075748.500000 Penalty: 5249.917969
	Iteration 23Q: 3 clusters Score -4075748 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4076000.250000 Penalty: 5249.917969
	Iteration 24Q: 3 clusters Score -4076000 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4076205.250000 Penalty: 5249.917969
	Iteration 25Q: 3 clusters Score -4076205 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4076350.250000 Penalty: 5249.917969
	Iteration 26Q: 3 clusters Score -4076350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4076454.000000 Penalty: 5249.917969
	Iteration 27Q: 3 clusters Score -4076454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4076532.000000 Penalty: 5249.917969
	Iteration 28Q: 3 clusters Score -4076532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4076589.250000 Penalty: 5249.917969
	Iteration 29Q: 3 clusters Score -4076589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4076632.250000 Penalty: 5249.917969
	Iteration 30Q: 3 clusters Score -4076632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4076680.750000 Penalty: 5249.917969
	Iteration 31Q: 3 clusters Score -4076681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4076710.250000 Penalty: 5249.917969
	Iteration 32Q: 3 clusters Score -4076710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4076752.500000 Penalty: 5249.917969
	Iteration 33Q: 3 clusters Score -4076752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4076834.250000 Penalty: 5249.917969
	Iteration 34Q: 3 clusters Score -4076834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4076908.250000 Penalty: 5249.917969
	Iteration 35Q: 3 clusters Score -4076908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4077004.000000 Penalty: 5249.917969
	Iteration 36Q: 3 clusters Score -4077004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4077094.750000 Penalty: 5249.917969
	Iteration 37Q: 3 clusters Score -4077095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4077168.000000 Penalty: 5249.917969
	Iteration 38Q: 3 clusters Score -4077168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4077198.500000 Penalty: 5249.917969
	Iteration 39Q: 3 clusters Score -4077198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4077227.750000 Penalty: 5249.917969
	Iteration 40F: 3 clusters Score -4077228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4077265.500000 Penalty: 5249.917969
	Iteration 41Q: 3 clusters Score -4077266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4077284.000000 Penalty: 5249.917969
	Iteration 42Q: 3 clusters Score -4077284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4077291.500000 Penalty: 5249.917969
	Iteration 43Q: 3 clusters Score -4077292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4077310.250000 Penalty: 5249.917969
	Iteration 44Q: 3 clusters Score -4077310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4077325.000000 Penalty: 5249.917969
	Iteration 45Q: 3 clusters Score -4077325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4077334.750000 Penalty: 5249.917969
	Iteration 46Q: 3 clusters Score -4077335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4077325.500000 Penalty: 5249.917969
	Iteration 47Q: 3 clusters Score -4077326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4077324.750000 Penalty: 5249.917969
	Iteration 48Q: 3 clusters Score -4077325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4077322.500000 Penalty: 5249.917969
	Iteration 49Q: 3 clusters Score -4077322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4077325.000000 Penalty: 5249.917969
	Iteration 50Q: 3 clusters Score -4077325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4077325.000000 Penalty: 5249.917969
	Iteration 51Q: 3 clusters Score -4077325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4077325.000000 Penalty: 5249.917969
	Iteration 52F: 3 clusters Score -4077325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -320271.625000 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -320271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -316873.343750 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -316873.3 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -317683.093750 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -317683.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -318005.312500 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -318005.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -318284.625000 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -318284.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -318467.656250 Penalty: 4007.336914
	Iteration 4F: 3 clusters Score -318467.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -318628.187500 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -318628.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318748.718750 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -318748.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -318863.343750 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -318863.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -318990.718750 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -318990.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -319075.250000 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -319075.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -319114.906250 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -319114.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -319148.281250 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -319148.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -319175.031250 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -319175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -319186.468750 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -319186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -319190.312500 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -319190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -319193.531250 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -319193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319196.812500 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -319196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -319203.218750 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -319203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -319206.062500 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -319206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -319207.531250 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -319207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319208.468750 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -319208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -319209.000000 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -319209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -319209.000000 Penalty: 4007.336914
	Iteration 22F: 3 clusters Score -319209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Entering Unmasked Estep 
Score: -1570425.375000 Penalty: 2369.585693
	Iteration 0F: 2 clusters Score -1570425 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 7042 members 
Entering Unmasked Estep 
Score: -1560148.625000 Penalty: 4739.171387
	Iteration 0F: 3 clusters Score -1560149 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1563391.375000 Penalty: 4739.171387
	Iteration 1F: 3 clusters Score -1563391 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1563857.500000 Penalty: 4739.171387
	Iteration 2F: 3 clusters Score -1563858 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1564286.125000 Penalty: 4739.171387
	Iteration 3F: 3 clusters Score -1564286 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1564665.000000 Penalty: 4739.171387
	Iteration 4F: 3 clusters Score -1564665 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1565017.250000 Penalty: 4739.171387
	Iteration 5Q: 3 clusters Score -1565017 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1565445.500000 Penalty: 4739.171387
	Iteration 6Q: 3 clusters Score -1565446 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1565962.500000 Penalty: 4739.171387
	Iteration 7F: 3 clusters Score -1565962 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1566572.500000 Penalty: 4739.171387
	Iteration 8F: 3 clusters Score -1566572 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1567063.250000 Penalty: 4739.171387
	Iteration 9Q: 3 clusters Score -1567063 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1567406.875000 Penalty: 4739.171387
	Iteration 10Q: 3 clusters Score -1567407 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1567615.875000 Penalty: 4739.171387
	Iteration 11Q: 3 clusters Score -1567616 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1567756.375000 Penalty: 4739.171387
	Iteration 12Q: 3 clusters Score -1567756 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1567847.000000 Penalty: 4739.171387
	Iteration 13Q: 3 clusters Score -1567847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1567912.000000 Penalty: 4739.171387
	Iteration 14Q: 3 clusters Score -1567912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1567961.000000 Penalty: 4739.171387
	Iteration 15Q: 3 clusters Score -1567961 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1567991.750000 Penalty: 4739.171387
	Iteration 16Q: 3 clusters Score -1567992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1568015.625000 Penalty: 4739.171387
	Iteration 17Q: 3 clusters Score -1568016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1568030.375000 Penalty: 4739.171387
	Iteration 18Q: 3 clusters Score -1568030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1568041.625000 Penalty: 4739.171387
	Iteration 19Q: 3 clusters Score -1568042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1568053.625000 Penalty: 4739.171387
	Iteration 20F: 3 clusters Score -1568054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1568065.875000 Penalty: 4739.171387
	Iteration 21Q: 3 clusters Score -1568066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1568073.875000 Penalty: 4739.171387
	Iteration 22Q: 3 clusters Score -1568074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1568078.875000 Penalty: 4739.171387
	Iteration 23Q: 3 clusters Score -1568079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1568086.250000 Penalty: 4739.171387
	Iteration 24Q: 3 clusters Score -1568086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1568089.375000 Penalty: 4739.171387
	Iteration 25Q: 3 clusters Score -1568089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1568090.250000 Penalty: 4739.171387
	Iteration 26Q: 3 clusters Score -1568090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1568091.125000 Penalty: 4739.171387
	Iteration 27Q: 3 clusters Score -1568091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1568094.500000 Penalty: 4739.171387
	Iteration 28Q: 3 clusters Score -1568094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1568102.000000 Penalty: 4739.171387
	Iteration 29Q: 3 clusters Score -1568102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1568102.500000 Penalty: 4739.171387
	Iteration 30Q: 3 clusters Score -1568102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1568109.500000 Penalty: 4739.171387
	Iteration 31Q: 3 clusters Score -1568110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1568110.750000 Penalty: 4739.171387
	Iteration 32Q: 3 clusters Score -1568111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1568113.250000 Penalty: 4739.171387
	Iteration 33Q: 3 clusters Score -1568113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1568112.375000 Penalty: 4739.171387
	Iteration 34Q: 3 clusters Score -1568112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1568115.500000 Penalty: 4739.171387
	Iteration 35Q: 3 clusters Score -1568116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1568116.250000 Penalty: 4739.171387
	Iteration 36Q: 3 clusters Score -1568116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1568120.500000 Penalty: 4739.171387
	Iteration 37Q: 3 clusters Score -1568120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1568124.750000 Penalty: 4739.171387
	Iteration 38Q: 3 clusters Score -1568125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1568128.750000 Penalty: 4739.171387
	Iteration 39Q: 3 clusters Score -1568129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1568132.500000 Penalty: 4739.171387
	Iteration 40F: 3 clusters Score -1568132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1568137.125000 Penalty: 4739.171387
	Iteration 41Q: 3 clusters Score -1568137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1568138.625000 Penalty: 4739.171387
	Iteration 42Q: 3 clusters Score -1568139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1568144.375000 Penalty: 4739.171387
	Iteration 43Q: 3 clusters Score -1568144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1568147.375000 Penalty: 4739.171387
	Iteration 44Q: 3 clusters Score -1568147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1568149.500000 Penalty: 4739.171387
	Iteration 45Q: 3 clusters Score -1568150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1568147.125000 Penalty: 4739.171387
	Iteration 46Q: 3 clusters Score -1568147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1568154.625000 Penalty: 4739.171387
	Iteration 47Q: 3 clusters Score -1568155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1568155.500000 Penalty: 4739.171387
	Iteration 48Q: 3 clusters Score -1568156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1568156.625000 Penalty: 4739.171387
	Iteration 49Q: 3 clusters Score -1568157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1568160.000000 Penalty: 4739.171387
	Iteration 50Q: 3 clusters Score -1568160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1568161.500000 Penalty: 4739.171387
	Iteration 51Q: 3 clusters Score -1568162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1568156.250000 Penalty: 4739.171387
	Iteration 52Q: 3 clusters Score -1568156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1568158.875000 Penalty: 4739.171387
	Iteration 53Q: 3 clusters Score -1568159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1568161.625000 Penalty: 4739.171387
	Iteration 54Q: 3 clusters Score -1568162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1568167.875000 Penalty: 4739.171387
	Iteration 55Q: 3 clusters Score -1568168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1568166.000000 Penalty: 4739.171387
	Iteration 56Q: 3 clusters Score -1568166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1568168.625000 Penalty: 4739.171387
	Iteration 57Q: 3 clusters Score -1568169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1568169.000000 Penalty: 4739.171387
	Iteration 58Q: 3 clusters Score -1568169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1568171.125000 Penalty: 4739.171387
	Iteration 59Q: 3 clusters Score -1568171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1568171.000000 Penalty: 4739.171387
	Iteration 60F: 3 clusters Score -1568171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1568174.250000 Penalty: 4739.171387
	Iteration 61Q: 3 clusters Score -1568174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1568171.250000 Penalty: 4739.171387
	Iteration 62Q: 3 clusters Score -1568171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1568172.125000 Penalty: 4739.171387
	Iteration 63Q: 3 clusters Score -1568172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1568171.125000 Penalty: 4739.171387
	Iteration 64Q: 3 clusters Score -1568171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1568176.625000 Penalty: 4739.171387
	Iteration 65Q: 3 clusters Score -1568177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1568179.500000 Penalty: 4739.171387
	Iteration 66Q: 3 clusters Score -1568180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1568182.750000 Penalty: 4739.171387
	Iteration 67Q: 3 clusters Score -1568183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1568186.000000 Penalty: 4739.171387
	Iteration 68Q: 3 clusters Score -1568186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1568188.000000 Penalty: 4739.171387
	Iteration 69Q: 3 clusters Score -1568188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1568192.875000 Penalty: 4739.171387
	Iteration 70Q: 3 clusters Score -1568193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1568193.625000 Penalty: 4739.171387
	Iteration 71Q: 3 clusters Score -1568194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1568195.500000 Penalty: 4739.171387
	Iteration 72Q: 3 clusters Score -1568196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1568196.250000 Penalty: 4739.171387
	Iteration 73Q: 3 clusters Score -1568196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1568196.250000 Penalty: 4739.171387
	Iteration 74Q: 3 clusters Score -1568196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1568200.125000 Penalty: 4739.171387
	Iteration 75Q: 3 clusters Score -1568200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1568199.250000 Penalty: 4739.171387
	Iteration 76Q: 3 clusters Score -1568199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1568201.875000 Penalty: 4739.171387
	Iteration 77Q: 3 clusters Score -1568202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1568203.875000 Penalty: 4739.171387
	Iteration 78Q: 3 clusters Score -1568204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1568204.375000 Penalty: 4739.171387
	Iteration 79Q: 3 clusters Score -1568204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1568206.125000 Penalty: 4739.171387
	Iteration 80F: 3 clusters Score -1568206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1568208.875000 Penalty: 4739.171387
	Iteration 81Q: 3 clusters Score -1568209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1568210.500000 Penalty: 4739.171387
	Iteration 82Q: 3 clusters Score -1568210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1568212.500000 Penalty: 4739.171387
	Iteration 83Q: 3 clusters Score -1568212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1568215.250000 Penalty: 4739.171387
	Iteration 84Q: 3 clusters Score -1568215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1568214.250000 Penalty: 4739.171387
	Iteration 85Q: 3 clusters Score -1568214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1568216.750000 Penalty: 4739.171387
	Iteration 86Q: 3 clusters Score -1568217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1568218.750000 Penalty: 4739.171387
	Iteration 87Q: 3 clusters Score -1568219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1568224.125000 Penalty: 4739.171387
	Iteration 88Q: 3 clusters Score -1568224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1568224.875000 Penalty: 4739.171387
	Iteration 89Q: 3 clusters Score -1568225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1568227.500000 Penalty: 4739.171387
	Iteration 90Q: 3 clusters Score -1568228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1568231.375000 Penalty: 4739.171387
	Iteration 91Q: 3 clusters Score -1568231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1568233.750000 Penalty: 4739.171387
	Iteration 92Q: 3 clusters Score -1568234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1568234.000000 Penalty: 4739.171387
	Iteration 93Q: 3 clusters Score -1568234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1568235.625000 Penalty: 4739.171387
	Iteration 94Q: 3 clusters Score -1568236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1568248.375000 Penalty: 4739.171387
	Iteration 95Q: 3 clusters Score -1568248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1568248.000000 Penalty: 4739.171387
	Iteration 96Q: 3 clusters Score -1568248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1568257.750000 Penalty: 4739.171387
	Iteration 97Q: 3 clusters Score -1568258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1568266.750000 Penalty: 4739.171387
	Iteration 98Q: 3 clusters Score -1568267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1568271.250000 Penalty: 4739.171387
	Iteration 99Q: 3 clusters Score -1568271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1568278.750000 Penalty: 4739.171387
	Iteration 100F: 3 clusters Score -1568279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1568285.625000 Penalty: 4739.171387
	Iteration 101Q: 3 clusters Score -1568286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1568285.750000 Penalty: 4739.171387
	Iteration 102Q: 3 clusters Score -1568286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1568300.750000 Penalty: 4739.171387
	Iteration 103Q: 3 clusters Score -1568301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1568309.750000 Penalty: 4739.171387
	Iteration 104Q: 3 clusters Score -1568310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1568319.750000 Penalty: 4739.171387
	Iteration 105Q: 3 clusters Score -1568320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1568332.500000 Penalty: 4739.171387
	Iteration 106Q: 3 clusters Score -1568332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1568344.750000 Penalty: 4739.171387
	Iteration 107Q: 3 clusters Score -1568345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1568352.125000 Penalty: 4739.171387
	Iteration 108Q: 3 clusters Score -1568352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1568364.250000 Penalty: 4739.171387
	Iteration 109Q: 3 clusters Score -1568364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1568374.875000 Penalty: 4739.171387
	Iteration 110Q: 3 clusters Score -1568375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1568389.625000 Penalty: 4739.171387
	Iteration 111Q: 3 clusters Score -1568390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1568402.250000 Penalty: 4739.171387
	Iteration 112Q: 3 clusters Score -1568402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1568420.000000 Penalty: 4739.171387
	Iteration 113Q: 3 clusters Score -1568420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1568434.125000 Penalty: 4739.171387
	Iteration 114Q: 3 clusters Score -1568434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1568452.625000 Penalty: 4739.171387
	Iteration 115Q: 3 clusters Score -1568453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1568474.500000 Penalty: 4739.171387
	Iteration 116Q: 3 clusters Score -1568474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1568499.875000 Penalty: 4739.171387
	Iteration 117Q: 3 clusters Score -1568500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1568522.000000 Penalty: 4739.171387
	Iteration 118Q: 3 clusters Score -1568522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1568551.500000 Penalty: 4739.171387
	Iteration 119Q: 3 clusters Score -1568552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1568583.625000 Penalty: 4739.171387
	Iteration 120F: 3 clusters Score -1568584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1568598.875000 Penalty: 4739.171387
	Iteration 121Q: 3 clusters Score -1568599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1568611.250000 Penalty: 4739.171387
	Iteration 122Q: 3 clusters Score -1568611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1568623.125000 Penalty: 4739.171387
	Iteration 123Q: 3 clusters Score -1568623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1568643.625000 Penalty: 4739.171387
	Iteration 124Q: 3 clusters Score -1568644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1568663.000000 Penalty: 4739.171387
	Iteration 125Q: 3 clusters Score -1568663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1568677.875000 Penalty: 4739.171387
	Iteration 126Q: 3 clusters Score -1568678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1568696.625000 Penalty: 4739.171387
	Iteration 127Q: 3 clusters Score -1568697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1568715.000000 Penalty: 4739.171387
	Iteration 128Q: 3 clusters Score -1568715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1568732.250000 Penalty: 4739.171387
	Iteration 129Q: 3 clusters Score -1568732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1568748.250000 Penalty: 4739.171387
	Iteration 130Q: 3 clusters Score -1568748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1568758.750000 Penalty: 4739.171387
	Iteration 131Q: 3 clusters Score -1568759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1568769.250000 Penalty: 4739.171387
	Iteration 132Q: 3 clusters Score -1568769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1568774.750000 Penalty: 4739.171387
	Iteration 133Q: 3 clusters Score -1568775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1568781.250000 Penalty: 4739.171387
	Iteration 134Q: 3 clusters Score -1568781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1568790.625000 Penalty: 4739.171387
	Iteration 135Q: 3 clusters Score -1568791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1568794.500000 Penalty: 4739.171387
	Iteration 136Q: 3 clusters Score -1568794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1568804.875000 Penalty: 4739.171387
	Iteration 137Q: 3 clusters Score -1568805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1568806.125000 Penalty: 4739.171387
	Iteration 138Q: 3 clusters Score -1568806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1568811.250000 Penalty: 4739.171387
	Iteration 139Q: 3 clusters Score -1568811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1568823.875000 Penalty: 4739.171387
	Iteration 140F: 3 clusters Score -1568824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1568833.625000 Penalty: 4739.171387
	Iteration 141Q: 3 clusters Score -1568834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1568843.500000 Penalty: 4739.171387
	Iteration 142Q: 3 clusters Score -1568844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1568851.250000 Penalty: 4739.171387
	Iteration 143Q: 3 clusters Score -1568851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1568857.875000 Penalty: 4739.171387
	Iteration 144Q: 3 clusters Score -1568858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1568861.625000 Penalty: 4739.171387
	Iteration 145Q: 3 clusters Score -1568862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1568866.125000 Penalty: 4739.171387
	Iteration 146Q: 3 clusters Score -1568866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1568868.125000 Penalty: 4739.171387
	Iteration 147Q: 3 clusters Score -1568868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1568868.750000 Penalty: 4739.171387
	Iteration 148Q: 3 clusters Score -1568869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1568868.375000 Penalty: 4739.171387
	Iteration 149Q: 3 clusters Score -1568868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1568872.625000 Penalty: 4739.171387
	Iteration 150Q: 3 clusters Score -1568873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1568874.625000 Penalty: 4739.171387
	Iteration 151Q: 3 clusters Score -1568875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1568875.125000 Penalty: 4739.171387
	Iteration 152Q: 3 clusters Score -1568875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1568875.125000 Penalty: 4739.171387
	Iteration 153Q: 3 clusters Score -1568875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1568880.125000 Penalty: 4739.171387
	Iteration 154Q: 3 clusters Score -1568880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1568879.625000 Penalty: 4739.171387
	Iteration 155Q: 3 clusters Score -1568880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1568881.250000 Penalty: 4739.171387
	Iteration 156Q: 3 clusters Score -1568881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1568886.500000 Penalty: 4739.171387
	Iteration 157Q: 3 clusters Score -1568886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1568882.750000 Penalty: 4739.171387
	Iteration 158Q: 3 clusters Score -1568883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1568884.500000 Penalty: 4739.171387
	Iteration 159Q: 3 clusters Score -1568884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1568886.375000 Penalty: 4739.171387
	Iteration 160F: 3 clusters Score -1568886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1568888.375000 Penalty: 4739.171387
	Iteration 161Q: 3 clusters Score -1568888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1568887.500000 Penalty: 4739.171387
	Iteration 162Q: 3 clusters Score -1568888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1568887.500000 Penalty: 4739.171387
	Iteration 163F: 3 clusters Score -1568888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Entering Unmasked Estep 
Score: -1791625.500000 Penalty: 2404.494141
	Iteration 0F: 2 clusters Score -1791626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1780081.250000 Penalty: 4808.988281
	Iteration 0F: 3 clusters Score -1780081 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1784159.750000 Penalty: 4808.988281
	Iteration 1F: 3 clusters Score -1784160 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1784801.500000 Penalty: 4808.988281
	Iteration 2F: 3 clusters Score -1784802 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1785370.625000 Penalty: 4808.988281
	Iteration 3F: 3 clusters Score -1785371 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1785893.375000 Penalty: 4808.988281
	Iteration 4F: 3 clusters Score -1785893 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1786313.250000 Penalty: 4808.988281
	Iteration 5Q: 3 clusters Score -1786313 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1786693.625000 Penalty: 4808.988281
	Iteration 6Q: 3 clusters Score -1786694 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1787029.750000 Penalty: 4808.988281
	Iteration 7Q: 3 clusters Score -1787030 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1787370.625000 Penalty: 4808.988281
	Iteration 8Q: 3 clusters Score -1787371 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1787669.375000 Penalty: 4808.988281
	Iteration 9Q: 3 clusters Score -1787669 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1787929.000000 Penalty: 4808.988281
	Iteration 10Q: 3 clusters Score -1787929 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1788142.750000 Penalty: 4808.988281
	Iteration 11Q: 3 clusters Score -1788143 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1788338.625000 Penalty: 4808.988281
	Iteration 12Q: 3 clusters Score -1788339 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1788511.875000 Penalty: 4808.988281
	Iteration 13Q: 3 clusters Score -1788512 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1788641.875000 Penalty: 4808.988281
	Iteration 14Q: 3 clusters Score -1788642 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1788741.250000 Penalty: 4808.988281
	Iteration 15Q: 3 clusters Score -1788741 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1788817.000000 Penalty: 4808.988281
	Iteration 16Q: 3 clusters Score -1788817 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1788865.500000 Penalty: 4808.988281
	Iteration 17Q: 3 clusters Score -1788866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1788907.875000 Penalty: 4808.988281
	Iteration 18Q: 3 clusters Score -1788908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1788939.875000 Penalty: 4808.988281
	Iteration 19Q: 3 clusters Score -1788940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1788958.500000 Penalty: 4808.988281
	Iteration 20F: 3 clusters Score -1788958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1788969.125000 Penalty: 4808.988281
	Iteration 21Q: 3 clusters Score -1788969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1788980.250000 Penalty: 4808.988281
	Iteration 22Q: 3 clusters Score -1788980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1788992.000000 Penalty: 4808.988281
	Iteration 23Q: 3 clusters Score -1788992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1789000.500000 Penalty: 4808.988281
	Iteration 24Q: 3 clusters Score -1789000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1789004.125000 Penalty: 4808.988281
	Iteration 25Q: 3 clusters Score -1789004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1789021.250000 Penalty: 4808.988281
	Iteration 26Q: 3 clusters Score -1789021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1789033.750000 Penalty: 4808.988281
	Iteration 27Q: 3 clusters Score -1789034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1789049.125000 Penalty: 4808.988281
	Iteration 28Q: 3 clusters Score -1789049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1789065.875000 Penalty: 4808.988281
	Iteration 29Q: 3 clusters Score -1789066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1789074.625000 Penalty: 4808.988281
	Iteration 30Q: 3 clusters Score -1789075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1789085.625000 Penalty: 4808.988281
	Iteration 31Q: 3 clusters Score -1789086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1789098.375000 Penalty: 4808.988281
	Iteration 32Q: 3 clusters Score -1789098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1789107.625000 Penalty: 4808.988281
	Iteration 33Q: 3 clusters Score -1789108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1789119.875000 Penalty: 4808.988281
	Iteration 34Q: 3 clusters Score -1789120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1789130.500000 Penalty: 4808.988281
	Iteration 35Q: 3 clusters Score -1789130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1789144.250000 Penalty: 4808.988281
	Iteration 36Q: 3 clusters Score -1789144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1789152.625000 Penalty: 4808.988281
	Iteration 37Q: 3 clusters Score -1789153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1789170.750000 Penalty: 4808.988281
	Iteration 38Q: 3 clusters Score -1789171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1789187.375000 Penalty: 4808.988281
	Iteration 39Q: 3 clusters Score -1789187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1789201.625000 Penalty: 4808.988281
	Iteration 40F: 3 clusters Score -1789202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1789214.375000 Penalty: 4808.988281
	Iteration 41Q: 3 clusters Score -1789214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1789231.250000 Penalty: 4808.988281
	Iteration 42Q: 3 clusters Score -1789231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1789239.500000 Penalty: 4808.988281
	Iteration 43Q: 3 clusters Score -1789240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1789257.375000 Penalty: 4808.988281
	Iteration 44Q: 3 clusters Score -1789257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1789274.375000 Penalty: 4808.988281
	Iteration 45Q: 3 clusters Score -1789274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1789294.875000 Penalty: 4808.988281
	Iteration 46Q: 3 clusters Score -1789295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1789318.000000 Penalty: 4808.988281
	Iteration 47Q: 3 clusters Score -1789318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1789338.125000 Penalty: 4808.988281
	Iteration 48Q: 3 clusters Score -1789338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1789357.750000 Penalty: 4808.988281
	Iteration 49Q: 3 clusters Score -1789358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1789383.750000 Penalty: 4808.988281
	Iteration 50Q: 3 clusters Score -1789384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1789405.875000 Penalty: 4808.988281
	Iteration 51Q: 3 clusters Score -1789406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1789432.125000 Penalty: 4808.988281
	Iteration 52Q: 3 clusters Score -1789432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1789454.125000 Penalty: 4808.988281
	Iteration 53Q: 3 clusters Score -1789454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1789484.375000 Penalty: 4808.988281
	Iteration 54Q: 3 clusters Score -1789484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1789514.125000 Penalty: 4808.988281
	Iteration 55Q: 3 clusters Score -1789514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1789552.000000 Penalty: 4808.988281
	Iteration 56Q: 3 clusters Score -1789552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1789599.375000 Penalty: 4808.988281
	Iteration 57Q: 3 clusters Score -1789599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1789639.875000 Penalty: 4808.988281
	Iteration 58Q: 3 clusters Score -1789640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1789697.625000 Penalty: 4808.988281
	Iteration 59Q: 3 clusters Score -1789698 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1789749.125000 Penalty: 4808.988281
	Iteration 60F: 3 clusters Score -1789749 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1789806.250000 Penalty: 4808.988281
	Iteration 61Q: 3 clusters Score -1789806 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1789863.500000 Penalty: 4808.988281
	Iteration 62Q: 3 clusters Score -1789864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1789925.250000 Penalty: 4808.988281
	Iteration 63Q: 3 clusters Score -1789925 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1790009.625000 Penalty: 4808.988281
	Iteration 64Q: 3 clusters Score -1790010 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1790092.000000 Penalty: 4808.988281
	Iteration 65Q: 3 clusters Score -1790092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1790163.500000 Penalty: 4808.988281
	Iteration 66Q: 3 clusters Score -1790164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1790229.500000 Penalty: 4808.988281
	Iteration 67Q: 3 clusters Score -1790230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1790284.500000 Penalty: 4808.988281
	Iteration 68Q: 3 clusters Score -1790284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1790340.750000 Penalty: 4808.988281
	Iteration 69Q: 3 clusters Score -1790341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1790389.500000 Penalty: 4808.988281
	Iteration 70Q: 3 clusters Score -1790390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1790425.500000 Penalty: 4808.988281
	Iteration 71Q: 3 clusters Score -1790426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1790451.000000 Penalty: 4808.988281
	Iteration 72Q: 3 clusters Score -1790451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1790477.875000 Penalty: 4808.988281
	Iteration 73Q: 3 clusters Score -1790478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1790510.375000 Penalty: 4808.988281
	Iteration 74Q: 3 clusters Score -1790510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1790553.625000 Penalty: 4808.988281
	Iteration 75Q: 3 clusters Score -1790554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1790605.125000 Penalty: 4808.988281
	Iteration 76Q: 3 clusters Score -1790605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1790655.000000 Penalty: 4808.988281
	Iteration 77Q: 3 clusters Score -1790655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1790683.875000 Penalty: 4808.988281
	Iteration 78Q: 3 clusters Score -1790684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1790705.375000 Penalty: 4808.988281
	Iteration 79Q: 3 clusters Score -1790705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1790718.375000 Penalty: 4808.988281
	Iteration 80F: 3 clusters Score -1790718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1790730.750000 Penalty: 4808.988281
	Iteration 81Q: 3 clusters Score -1790731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1790744.000000 Penalty: 4808.988281
	Iteration 82Q: 3 clusters Score -1790744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1790752.125000 Penalty: 4808.988281
	Iteration 83Q: 3 clusters Score -1790752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1790755.750000 Penalty: 4808.988281
	Iteration 84Q: 3 clusters Score -1790756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1790761.625000 Penalty: 4808.988281
	Iteration 85Q: 3 clusters Score -1790762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1790759.625000 Penalty: 4808.988281
	Iteration 86Q: 3 clusters Score -1790760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1790762.125000 Penalty: 4808.988281
	Iteration 87Q: 3 clusters Score -1790762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1790765.750000 Penalty: 4808.988281
	Iteration 88Q: 3 clusters Score -1790766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1790769.000000 Penalty: 4808.988281
	Iteration 89Q: 3 clusters Score -1790769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1790774.250000 Penalty: 4808.988281
	Iteration 90Q: 3 clusters Score -1790774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1790774.000000 Penalty: 4808.988281
	Iteration 91Q: 3 clusters Score -1790774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1790774.000000 Penalty: 4808.988281
	Iteration 92F: 3 clusters Score -1790774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Entering Unmasked Estep 
Score: -1692731.500000 Penalty: 2381.172852
	Iteration 0F: 2 clusters Score -1692732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1682087.750000 Penalty: 4762.345703
	Iteration 0F: 3 clusters Score -1682088 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1685436.875000 Penalty: 4762.345703
	Iteration 1F: 3 clusters Score -1685437 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1685814.875000 Penalty: 4762.345703
	Iteration 2F: 3 clusters Score -1685815 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1686135.250000 Penalty: 4762.345703
	Iteration 3Q: 3 clusters Score -1686135 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1686439.625000 Penalty: 4762.345703
	Iteration 4Q: 3 clusters Score -1686440 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1686726.750000 Penalty: 4762.345703
	Iteration 5Q: 3 clusters Score -1686727 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1687039.625000 Penalty: 4762.345703
	Iteration 6Q: 3 clusters Score -1687040 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1687390.875000 Penalty: 4762.345703
	Iteration 7Q: 3 clusters Score -1687391 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1687778.000000 Penalty: 4762.345703
	Iteration 8Q: 3 clusters Score -1687778 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1688201.625000 Penalty: 4762.345703
	Iteration 9Q: 3 clusters Score -1688202 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1688632.625000 Penalty: 4762.345703
	Iteration 10Q: 3 clusters Score -1688633 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1689073.500000 Penalty: 4762.345703
	Iteration 11Q: 3 clusters Score -1689074 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1689456.500000 Penalty: 4762.345703
	Iteration 12Q: 3 clusters Score -1689456 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1689757.500000 Penalty: 4762.345703
	Iteration 13Q: 3 clusters Score -1689758 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1690003.875000 Penalty: 4762.345703
	Iteration 14Q: 3 clusters Score -1690004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1690170.250000 Penalty: 4762.345703
	Iteration 15Q: 3 clusters Score -1690170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1690305.125000 Penalty: 4762.345703
	Iteration 16Q: 3 clusters Score -1690305 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1690411.500000 Penalty: 4762.345703
	Iteration 17Q: 3 clusters Score -1690412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1690482.125000 Penalty: 4762.345703
	Iteration 18Q: 3 clusters Score -1690482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1690541.250000 Penalty: 4762.345703
	Iteration 19Q: 3 clusters Score -1690541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1690578.125000 Penalty: 4762.345703
	Iteration 20F: 3 clusters Score -1690578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1690606.250000 Penalty: 4762.345703
	Iteration 21Q: 3 clusters Score -1690606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1690629.625000 Penalty: 4762.345703
	Iteration 22Q: 3 clusters Score -1690630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1690647.375000 Penalty: 4762.345703
	Iteration 23Q: 3 clusters Score -1690647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1690660.000000 Penalty: 4762.345703
	Iteration 24Q: 3 clusters Score -1690660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1690666.125000 Penalty: 4762.345703
	Iteration 25Q: 3 clusters Score -1690666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1690664.500000 Penalty: 4762.345703
	Iteration 26Q: 3 clusters Score -1690664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1690665.250000 Penalty: 4762.345703
	Iteration 27Q: 3 clusters Score -1690665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1690670.000000 Penalty: 4762.345703
	Iteration 28Q: 3 clusters Score -1690670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1690676.125000 Penalty: 4762.345703
	Iteration 29Q: 3 clusters Score -1690676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1690678.875000 Penalty: 4762.345703
	Iteration 30Q: 3 clusters Score -1690679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1690680.500000 Penalty: 4762.345703
	Iteration 31Q: 3 clusters Score -1690680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1690682.250000 Penalty: 4762.345703
	Iteration 32Q: 3 clusters Score -1690682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1690682.375000 Penalty: 4762.345703
	Iteration 33Q: 3 clusters Score -1690682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1690682.750000 Penalty: 4762.345703
	Iteration 34Q: 3 clusters Score -1690683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1690682.750000 Penalty: 4762.345703
	Iteration 35F: 3 clusters Score -1690683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Entering Unmasked Estep 
Score: -4257776.000000 Penalty: 2612.831299
	Iteration 0F: 2 clusters Score -4257776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4232363.500000 Penalty: 5225.662598
	Iteration 0F: 3 clusters Score -4232364 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4242044.000000 Penalty: 5225.662598
	Iteration 1F: 3 clusters Score -4242044 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4242731.500000 Penalty: 5225.662598
	Iteration 2Q: 3 clusters Score -4242732 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4243507.000000 Penalty: 5225.662598
	Iteration 3Q: 3 clusters Score -4243507 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4244376.500000 Penalty: 5225.662598
	Iteration 4Q: 3 clusters Score -4244376 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4245379.500000 Penalty: 5225.662598
	Iteration 5Q: 3 clusters Score -4245380 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4246470.500000 Penalty: 5225.662598
	Iteration 6F: 3 clusters Score -4246470 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4247610.000000 Penalty: 5225.662598
	Iteration 7F: 3 clusters Score -4247610 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4248634.500000 Penalty: 5225.662598
	Iteration 8Q: 3 clusters Score -4248634 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4249423.000000 Penalty: 5225.662598
	Iteration 9Q: 3 clusters Score -4249423 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4250134.000000 Penalty: 5225.662598
	Iteration 10Q: 3 clusters Score -4250134 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -4250765.500000 Penalty: 5225.662598
	Iteration 11Q: 3 clusters Score -4250766 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -4251289.500000 Penalty: 5225.662598
	Iteration 12Q: 3 clusters Score -4251290 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4251676.500000 Penalty: 5225.662598
	Iteration 13Q: 3 clusters Score -4251676 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4251987.000000 Penalty: 5225.662598
	Iteration 14Q: 3 clusters Score -4251987 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4252256.500000 Penalty: 5225.662598
	Iteration 15Q: 3 clusters Score -4252256 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4252502.000000 Penalty: 5225.662598
	Iteration 16Q: 3 clusters Score -4252502 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4252737.000000 Penalty: 5225.662598
	Iteration 17Q: 3 clusters Score -4252737 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4252972.500000 Penalty: 5225.662598
	Iteration 18Q: 3 clusters Score -4252972 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4253175.500000 Penalty: 5225.662598
	Iteration 19Q: 3 clusters Score -4253176 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4253399.000000 Penalty: 5225.662598
	Iteration 20F: 3 clusters Score -4253399 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4253583.000000 Penalty: 5225.662598
	Iteration 21Q: 3 clusters Score -4253583 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4253745.000000 Penalty: 5225.662598
	Iteration 22Q: 3 clusters Score -4253745 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4253915.500000 Penalty: 5225.662598
	Iteration 23Q: 3 clusters Score -4253916 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4254052.500000 Penalty: 5225.662598
	Iteration 24Q: 3 clusters Score -4254052 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4254201.000000 Penalty: 5225.662598
	Iteration 25Q: 3 clusters Score -4254201 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4254351.000000 Penalty: 5225.662598
	Iteration 26Q: 3 clusters Score -4254351 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4254457.500000 Penalty: 5225.662598
	Iteration 27Q: 3 clusters Score -4254458 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4254590.000000 Penalty: 5225.662598
	Iteration 28Q: 3 clusters Score -4254590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4254683.500000 Penalty: 5225.662598
	Iteration 29Q: 3 clusters Score -4254684 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4254784.000000 Penalty: 5225.662598
	Iteration 30Q: 3 clusters Score -4254784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4254852.500000 Penalty: 5225.662598
	Iteration 31Q: 3 clusters Score -4254852 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4254906.500000 Penalty: 5225.662598
	Iteration 32Q: 3 clusters Score -4254906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4254983.000000 Penalty: 5225.662598
	Iteration 33Q: 3 clusters Score -4254983 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4255019.500000 Penalty: 5225.662598
	Iteration 34Q: 3 clusters Score -4255020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4255047.000000 Penalty: 5225.662598
	Iteration 35Q: 3 clusters Score -4255047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4255066.000000 Penalty: 5225.662598
	Iteration 36Q: 3 clusters Score -4255066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4255091.500000 Penalty: 5225.662598
	Iteration 37Q: 3 clusters Score -4255092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4255115.500000 Penalty: 5225.662598
	Iteration 38Q: 3 clusters Score -4255116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4255149.500000 Penalty: 5225.662598
	Iteration 39Q: 3 clusters Score -4255150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4255170.500000 Penalty: 5225.662598
	Iteration 40F: 3 clusters Score -4255170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4255190.000000 Penalty: 5225.662598
	Iteration 41Q: 3 clusters Score -4255190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4255201.500000 Penalty: 5225.662598
	Iteration 42Q: 3 clusters Score -4255202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4255218.500000 Penalty: 5225.662598
	Iteration 43Q: 3 clusters Score -4255218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4255219.500000 Penalty: 5225.662598
	Iteration 44Q: 3 clusters Score -4255220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4255231.000000 Penalty: 5225.662598
	Iteration 45Q: 3 clusters Score -4255231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4255245.000000 Penalty: 5225.662598
	Iteration 46Q: 3 clusters Score -4255245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4255253.000000 Penalty: 5225.662598
	Iteration 47Q: 3 clusters Score -4255253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4255258.000000 Penalty: 5225.662598
	Iteration 48Q: 3 clusters Score -4255258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4255260.000000 Penalty: 5225.662598
	Iteration 49Q: 3 clusters Score -4255260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4255267.500000 Penalty: 5225.662598
	Iteration 50Q: 3 clusters Score -4255268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4255274.000000 Penalty: 5225.662598
	Iteration 51Q: 3 clusters Score -4255274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4255287.000000 Penalty: 5225.662598
	Iteration 52Q: 3 clusters Score -4255287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4255289.000000 Penalty: 5225.662598
	Iteration 53Q: 3 clusters Score -4255289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4255299.000000 Penalty: 5225.662598
	Iteration 54Q: 3 clusters Score -4255299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4255297.500000 Penalty: 5225.662598
	Iteration 55Q: 3 clusters Score -4255298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4255298.500000 Penalty: 5225.662598
	Iteration 56Q: 3 clusters Score -4255298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4255299.500000 Penalty: 5225.662598
	Iteration 57Q: 3 clusters Score -4255300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4255305.000000 Penalty: 5225.662598
	Iteration 58Q: 3 clusters Score -4255305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4255313.000000 Penalty: 5225.662598
	Iteration 59Q: 3 clusters Score -4255313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4255316.500000 Penalty: 5225.662598
	Iteration 60F: 3 clusters Score -4255316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4255326.500000 Penalty: 5225.662598
	Iteration 61Q: 3 clusters Score -4255326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4255332.500000 Penalty: 5225.662598
	Iteration 62Q: 3 clusters Score -4255332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4255338.000000 Penalty: 5225.662598
	Iteration 63Q: 3 clusters Score -4255338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4255349.000000 Penalty: 5225.662598
	Iteration 64Q: 3 clusters Score -4255349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4255356.500000 Penalty: 5225.662598
	Iteration 65Q: 3 clusters Score -4255356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4255356.500000 Penalty: 5225.662598
	Iteration 66Q: 3 clusters Score -4255356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4255361.000000 Penalty: 5225.662598
	Iteration 67Q: 3 clusters Score -4255361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4255364.500000 Penalty: 5225.662598
	Iteration 68Q: 3 clusters Score -4255364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4255374.000000 Penalty: 5225.662598
	Iteration 69Q: 3 clusters Score -4255374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4255376.000000 Penalty: 5225.662598
	Iteration 70Q: 3 clusters Score -4255376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4255386.500000 Penalty: 5225.662598
	Iteration 71Q: 3 clusters Score -4255386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4255389.500000 Penalty: 5225.662598
	Iteration 72Q: 3 clusters Score -4255390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4255396.000000 Penalty: 5225.662598
	Iteration 73Q: 3 clusters Score -4255396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4255404.500000 Penalty: 5225.662598
	Iteration 74Q: 3 clusters Score -4255404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4255411.000000 Penalty: 5225.662598
	Iteration 75Q: 3 clusters Score -4255411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4255411.000000 Penalty: 5225.662598
	Iteration 76Q: 3 clusters Score -4255411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4255416.000000 Penalty: 5225.662598
	Iteration 77Q: 3 clusters Score -4255416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4255423.500000 Penalty: 5225.662598
	Iteration 78Q: 3 clusters Score -4255424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4255423.500000 Penalty: 5225.662598
	Iteration 79Q: 3 clusters Score -4255424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4255427.000000 Penalty: 5225.662598
	Iteration 80F: 3 clusters Score -4255427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4255439.500000 Penalty: 5225.662598
	Iteration 81Q: 3 clusters Score -4255440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4255440.000000 Penalty: 5225.662598
	Iteration 82Q: 3 clusters Score -4255440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4255437.000000 Penalty: 5225.662598
	Iteration 83Q: 3 clusters Score -4255437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4255437.000000 Penalty: 5225.662598
	Iteration 84F: 3 clusters Score -4255437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -129124.125000 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -129124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127039.515625 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -127039.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127381.687500 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -127381.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127479.679688 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -127479.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127533.171875 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -127533.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127562.109375 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -127562.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127577.398438 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -127577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127588.945312 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -127588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127595.570312 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -127595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127609.914062 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -127609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127614.820312 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -127614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127620.054688 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -127620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127624.203125 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -127624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127626.781250 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -127626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127626.781250 Penalty: 3508.761963
	Iteration 13F: 3 clusters Score -127626.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Entering Unmasked Estep 
Score: -1904146.875000 Penalty: 2410.034180
	Iteration 0F: 2 clusters Score -1904147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1892260.500000 Penalty: 4820.068359
	Iteration 0F: 3 clusters Score -1892260 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1896035.125000 Penalty: 4820.068359
	Iteration 1F: 3 clusters Score -1896035 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1896372.000000 Penalty: 4820.068359
	Iteration 2F: 3 clusters Score -1896372 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1896629.000000 Penalty: 4820.068359
	Iteration 3Q: 3 clusters Score -1896629 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1896809.125000 Penalty: 4820.068359
	Iteration 4Q: 3 clusters Score -1896809 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1896961.875000 Penalty: 4820.068359
	Iteration 5Q: 3 clusters Score -1896962 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1897122.375000 Penalty: 4820.068359
	Iteration 6Q: 3 clusters Score -1897122 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1897292.250000 Penalty: 4820.068359
	Iteration 7Q: 3 clusters Score -1897292 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1897503.500000 Penalty: 4820.068359
	Iteration 8Q: 3 clusters Score -1897504 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1897736.125000 Penalty: 4820.068359
	Iteration 9Q: 3 clusters Score -1897736 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1898056.375000 Penalty: 4820.068359
	Iteration 10Q: 3 clusters Score -1898056 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1898481.250000 Penalty: 4820.068359
	Iteration 11Q: 3 clusters Score -1898481 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1898968.875000 Penalty: 4820.068359
	Iteration 12Q: 3 clusters Score -1898969 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1899509.000000 Penalty: 4820.068359
	Iteration 13Q: 3 clusters Score -1899509 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1900077.625000 Penalty: 4820.068359
	Iteration 14Q: 3 clusters Score -1900078 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1900618.000000 Penalty: 4820.068359
	Iteration 15Q: 3 clusters Score -1900618 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1901055.125000 Penalty: 4820.068359
	Iteration 16Q: 3 clusters Score -1901055 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1901348.375000 Penalty: 4820.068359
	Iteration 17Q: 3 clusters Score -1901348 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1901575.625000 Penalty: 4820.068359
	Iteration 18Q: 3 clusters Score -1901576 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1901730.750000 Penalty: 4820.068359
	Iteration 19Q: 3 clusters Score -1901731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1901812.250000 Penalty: 4820.068359
	Iteration 20F: 3 clusters Score -1901812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1901869.375000 Penalty: 4820.068359
	Iteration 21Q: 3 clusters Score -1901869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1901912.375000 Penalty: 4820.068359
	Iteration 22Q: 3 clusters Score -1901912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1901950.625000 Penalty: 4820.068359
	Iteration 23Q: 3 clusters Score -1901951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1901980.500000 Penalty: 4820.068359
	Iteration 24Q: 3 clusters Score -1901980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1901994.375000 Penalty: 4820.068359
	Iteration 25Q: 3 clusters Score -1901994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1902014.125000 Penalty: 4820.068359
	Iteration 26Q: 3 clusters Score -1902014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1902026.250000 Penalty: 4820.068359
	Iteration 27Q: 3 clusters Score -1902026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1902042.625000 Penalty: 4820.068359
	Iteration 28Q: 3 clusters Score -1902043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1902053.250000 Penalty: 4820.068359
	Iteration 29Q: 3 clusters Score -1902053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1902058.125000 Penalty: 4820.068359
	Iteration 30Q: 3 clusters Score -1902058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1902068.125000 Penalty: 4820.068359
	Iteration 31Q: 3 clusters Score -1902068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1902078.875000 Penalty: 4820.068359
	Iteration 32Q: 3 clusters Score -1902079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1902080.875000 Penalty: 4820.068359
	Iteration 33Q: 3 clusters Score -1902081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1902085.625000 Penalty: 4820.068359
	Iteration 34Q: 3 clusters Score -1902086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1902090.750000 Penalty: 4820.068359
	Iteration 35Q: 3 clusters Score -1902091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1902092.875000 Penalty: 4820.068359
	Iteration 36Q: 3 clusters Score -1902093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1902094.750000 Penalty: 4820.068359
	Iteration 37Q: 3 clusters Score -1902095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1902094.750000 Penalty: 4820.068359
	Iteration 38F: 3 clusters Score -1902095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Entering Unmasked Estep 
Score: -5263117.000000 Penalty: 2664.093994
	Iteration 0F: 2 clusters Score -5263117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -5231945.500000 Penalty: 5328.187988
	Iteration 0F: 3 clusters Score -5231946 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5243724.000000 Penalty: 5328.187988
	Iteration 1F: 3 clusters Score -5243724 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5244144.000000 Penalty: 5328.187988
	Iteration 2Q: 3 clusters Score -5244144 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5244543.000000 Penalty: 5328.187988
	Iteration 3Q: 3 clusters Score -5244543 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5244911.000000 Penalty: 5328.187988
	Iteration 4Q: 3 clusters Score -5244911 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5245302.000000 Penalty: 5328.187988
	Iteration 5Q: 3 clusters Score -5245302 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5245743.000000 Penalty: 5328.187988
	Iteration 6Q: 3 clusters Score -5245743 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5246317.500000 Penalty: 5328.187988
	Iteration 7Q: 3 clusters Score -5246318 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5247216.500000 Penalty: 5328.187988
	Iteration 8Q: 3 clusters Score -5247216 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5248518.500000 Penalty: 5328.187988
	Iteration 9F: 3 clusters Score -5248518 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5250435.000000 Penalty: 5328.187988
	Iteration 10F: 3 clusters Score -5250435 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -5252749.500000 Penalty: 5328.187988
	Iteration 11F: 3 clusters Score -5252750 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -5255158.000000 Penalty: 5328.187988
	Iteration 12F: 3 clusters Score -5255158 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -5257176.000000 Penalty: 5328.187988
	Iteration 13F: 3 clusters Score -5257176 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5258589.000000 Penalty: 5328.187988
	Iteration 14Q: 3 clusters Score -5258589 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5259514.000000 Penalty: 5328.187988
	Iteration 15Q: 3 clusters Score -5259514 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5260083.500000 Penalty: 5328.187988
	Iteration 16Q: 3 clusters Score -5260084 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5260425.000000 Penalty: 5328.187988
	Iteration 17Q: 3 clusters Score -5260425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5260628.000000 Penalty: 5328.187988
	Iteration 18Q: 3 clusters Score -5260628 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5260733.000000 Penalty: 5328.187988
	Iteration 19Q: 3 clusters Score -5260733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5260799.500000 Penalty: 5328.187988
	Iteration 20F: 3 clusters Score -5260800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5260853.000000 Penalty: 5328.187988
	Iteration 21Q: 3 clusters Score -5260853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5260889.500000 Penalty: 5328.187988
	Iteration 22Q: 3 clusters Score -5260890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5260907.500000 Penalty: 5328.187988
	Iteration 23Q: 3 clusters Score -5260908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5260933.000000 Penalty: 5328.187988
	Iteration 24Q: 3 clusters Score -5260933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5260947.000000 Penalty: 5328.187988
	Iteration 25Q: 3 clusters Score -5260947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5260955.000000 Penalty: 5328.187988
	Iteration 26Q: 3 clusters Score -5260955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5260965.500000 Penalty: 5328.187988
	Iteration 27Q: 3 clusters Score -5260966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5260968.500000 Penalty: 5328.187988
	Iteration 28Q: 3 clusters Score -5260968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5260979.500000 Penalty: 5328.187988
	Iteration 29Q: 3 clusters Score -5260980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5260974.500000 Penalty: 5328.187988
	Iteration 30Q: 3 clusters Score -5260974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5260971.000000 Penalty: 5328.187988
	Iteration 31Q: 3 clusters Score -5260971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5260982.500000 Penalty: 5328.187988
	Iteration 32Q: 3 clusters Score -5260982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5260976.500000 Penalty: 5328.187988
	Iteration 33Q: 3 clusters Score -5260976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5260978.000000 Penalty: 5328.187988
	Iteration 34Q: 3 clusters Score -5260978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5260983.000000 Penalty: 5328.187988
	Iteration 35Q: 3 clusters Score -5260983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5260984.000000 Penalty: 5328.187988
	Iteration 36Q: 3 clusters Score -5260984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5260989.500000 Penalty: 5328.187988
	Iteration 37Q: 3 clusters Score -5260990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5260991.500000 Penalty: 5328.187988
	Iteration 38Q: 3 clusters Score -5260992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5260991.500000 Penalty: 5328.187988
	Iteration 39Q: 3 clusters Score -5260992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5260994.000000 Penalty: 5328.187988
	Iteration 40F: 3 clusters Score -5260994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5260996.000000 Penalty: 5328.187988
	Iteration 41Q: 3 clusters Score -5260996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5260996.000000 Penalty: 5328.187988
	Iteration 42Q: 3 clusters Score -5260996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5260996.000000 Penalty: 5328.187988
	Iteration 43F: 3 clusters Score -5260996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -218224.937500 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -218224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -215630.718750 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -215630.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -216076.968750 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -216077 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -216187.937500 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -216187.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -216243.187500 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -216243.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216272.328125 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -216272.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -216289.234375 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -216289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216298.203125 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -216298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216307.218750 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -216307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -216313.859375 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -216313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216319.031250 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -216319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -216323.703125 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -216323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -216328.031250 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -216328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216333.140625 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -216333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -216337.468750 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -216337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216342.046875 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -216342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216342.890625 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -216342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216343.406250 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -216343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216345.078125 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -216345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -216348.218750 Penalty: 3751.862305
	Iteration 18Q: 3 clusters Score -216348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -216352.734375 Penalty: 3751.862305
	Iteration 19Q: 3 clusters Score -216352.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216358.578125 Penalty: 3751.862305
	Iteration 20F: 3 clusters Score -216358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -216368.671875 Penalty: 3751.862305
	Iteration 21Q: 3 clusters Score -216368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -216376.765625 Penalty: 3751.862305
	Iteration 22Q: 3 clusters Score -216376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216382.468750 Penalty: 3751.862305
	Iteration 23Q: 3 clusters Score -216382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216385.562500 Penalty: 3751.862305
	Iteration 24Q: 3 clusters Score -216385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216388.968750 Penalty: 3751.862305
	Iteration 25Q: 3 clusters Score -216389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216389.906250 Penalty: 3751.862305
	Iteration 26Q: 3 clusters Score -216389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216390.578125 Penalty: 3751.862305
	Iteration 27Q: 3 clusters Score -216390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216391.890625 Penalty: 3751.862305
	Iteration 28Q: 3 clusters Score -216391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216392.578125 Penalty: 3751.862305
	Iteration 29Q: 3 clusters Score -216392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216392.890625 Penalty: 3751.862305
	Iteration 30Q: 3 clusters Score -216392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216393.625000 Penalty: 3751.862305
	Iteration 31Q: 3 clusters Score -216393.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216393.625000 Penalty: 3751.862305
	Iteration 32F: 3 clusters Score -216393.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Entering Unmasked Estep 
Score: -8472185.000000 Penalty: 2782.604004
	Iteration 0F: 2 clusters Score -8472185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -8422480.000000 Penalty: 5565.208008
	Iteration 0F: 3 clusters Score -8422480 nChanged 34715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8442229.000000 Penalty: 5565.208008
	Iteration 1F: 3 clusters Score -8442229 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -8443271.000000 Penalty: 5565.208008
	Iteration 2Q: 3 clusters Score -8443271 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -8444597.000000 Penalty: 5565.208008
	Iteration 3Q: 3 clusters Score -8444597 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8446535.000000 Penalty: 5565.208008
	Iteration 4F: 3 clusters Score -8446535 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -8449321.000000 Penalty: 5565.208008
	Iteration 5F: 3 clusters Score -8449321 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -8453059.000000 Penalty: 5565.208008
	Iteration 6F: 3 clusters Score -8453059 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -8457267.000000 Penalty: 5565.208008
	Iteration 7F: 3 clusters Score -8457267 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -8461163.000000 Penalty: 5565.208008
	Iteration 8F: 3 clusters Score -8461163 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -8464301.000000 Penalty: 5565.208008
	Iteration 9F: 3 clusters Score -8464301 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8466533.000000 Penalty: 5565.208008
	Iteration 10Q: 3 clusters Score -8466533 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8467932.000000 Penalty: 5565.208008
	Iteration 11Q: 3 clusters Score -8467932 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8468727.000000 Penalty: 5565.208008
	Iteration 12Q: 3 clusters Score -8468727 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8469189.000000 Penalty: 5565.208008
	Iteration 13Q: 3 clusters Score -8469189 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8469413.000000 Penalty: 5565.208008
	Iteration 14Q: 3 clusters Score -8469413 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8469537.000000 Penalty: 5565.208008
	Iteration 15Q: 3 clusters Score -8469537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8469607.000000 Penalty: 5565.208008
	Iteration 16Q: 3 clusters Score -8469607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8469670.000000 Penalty: 5565.208008
	Iteration 17Q: 3 clusters Score -8469670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8469700.000000 Penalty: 5565.208008
	Iteration 18Q: 3 clusters Score -8469700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8469716.000000 Penalty: 5565.208008
	Iteration 19Q: 3 clusters Score -8469716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8469735.000000 Penalty: 5565.208008
	Iteration 20F: 3 clusters Score -8469735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8469745.000000 Penalty: 5565.208008
	Iteration 21Q: 3 clusters Score -8469745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8469759.000000 Penalty: 5565.208008
	Iteration 22Q: 3 clusters Score -8469759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8469765.000000 Penalty: 5565.208008
	Iteration 23Q: 3 clusters Score -8469765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8469766.000000 Penalty: 5565.208008
	Iteration 24Q: 3 clusters Score -8469766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8469785.000000 Penalty: 5565.208008
	Iteration 25Q: 3 clusters Score -8469785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8469790.000000 Penalty: 5565.208008
	Iteration 26Q: 3 clusters Score -8469790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8469796.000000 Penalty: 5565.208008
	Iteration 27Q: 3 clusters Score -8469796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8469805.000000 Penalty: 5565.208008
	Iteration 28Q: 3 clusters Score -8469805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8469804.000000 Penalty: 5565.208008
	Iteration 29Q: 3 clusters Score -8469804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8469815.000000 Penalty: 5565.208008
	Iteration 30Q: 3 clusters Score -8469815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8469812.000000 Penalty: 5565.208008
	Iteration 31Q: 3 clusters Score -8469812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8469814.000000 Penalty: 5565.208008
	Iteration 32Q: 3 clusters Score -8469814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8469814.000000 Penalty: 5565.208008
	Iteration 33F: 3 clusters Score -8469814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -329743.625000 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -329743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326450.062500 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -326450.1 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -327136.750000 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -327136.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -327304.687500 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -327304.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -327419.093750 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -327419.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -327511.531250 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -327511.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -327608.093750 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -327608.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -327724.375000 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -327724.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -327877.468750 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -327877.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -328035.718750 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -328035.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -328197.312500 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -328197.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -328317.625000 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -328317.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -328418.343750 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -328418.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -328510.687500 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -328510.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -328580.906250 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -328580.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -328659.187500 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -328659.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -328720.625000 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -328720.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -328816.187500 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -328816.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -328933.187500 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -328933.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -329047.156250 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -329047.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -329105.187500 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -329105.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -329130.968750 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -329131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -329145.750000 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -329145.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -329161.218750 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -329161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -329173.937500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -329173.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -329181.968750 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -329182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -329188.437500 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -329188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -329194.281250 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -329194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -329198.093750 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -329198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -329201.281250 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -329201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -329208.375000 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -329208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329211.125000 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -329211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -329215.125000 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -329215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -329220.093750 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -329220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329223.500000 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -329223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -329223.562500 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -329223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -329225.000000 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -329225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -329226.250000 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -329226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -329227.031250 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -329227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -329227.718750 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -329227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -329227.718750 Penalty: 3975.766113
	Iteration 39F: 3 clusters Score -329227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -365694.687500 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -365694.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362207.125000 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -362207.1 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -362997.375000 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -362997.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -363200.156250 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -363200.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -363347.843750 Penalty: 4031.631836
	Iteration 3F: 3 clusters Score -363347.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -363482.687500 Penalty: 4031.631836
	Iteration 4Q: 3 clusters Score -363482.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -363620.500000 Penalty: 4031.631836
	Iteration 5Q: 3 clusters Score -363620.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -363778.218750 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -363778.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -363958.656250 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -363958.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364123.656250 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -364123.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -364310.687500 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -364310.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -364433.812500 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -364433.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -364525.812500 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -364525.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -364607.468750 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -364607.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -364665.687500 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -364665.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -364716.312500 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -364716.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -364765.593750 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -364765.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -364808.343750 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -364808.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -364834.156250 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -364834.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -364854.062500 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -364854.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -364864.031250 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -364864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -364894.250000 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -364894.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -364912.593750 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -364912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -364922.968750 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -364923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -364932.093750 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -364932.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -364941.156250 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -364941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -364952.000000 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -364952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -364959.500000 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -364959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -364966.593750 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -364966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -364972.375000 Penalty: 4031.631836
	Iteration 28Q: 3 clusters Score -364972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -364979.906250 Penalty: 4031.631836
	Iteration 29Q: 3 clusters Score -364979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -364985.562500 Penalty: 4031.631836
	Iteration 30Q: 3 clusters Score -364985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -364989.781250 Penalty: 4031.631836
	Iteration 31Q: 3 clusters Score -364989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -364995.437500 Penalty: 4031.631836
	Iteration 32Q: 3 clusters Score -364995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -365000.281250 Penalty: 4031.631836
	Iteration 33Q: 3 clusters Score -365000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -365005.812500 Penalty: 4031.631836
	Iteration 34Q: 3 clusters Score -365005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -365011.718750 Penalty: 4031.631836
	Iteration 35Q: 3 clusters Score -365011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -365014.875000 Penalty: 4031.631836
	Iteration 36Q: 3 clusters Score -365014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -365018.062500 Penalty: 4031.631836
	Iteration 37Q: 3 clusters Score -365018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -365018.718750 Penalty: 4031.631836
	Iteration 38Q: 3 clusters Score -365018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -365018.718750 Penalty: 4031.631836
	Iteration 39F: 3 clusters Score -365018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -312000.750000 Penalty: 1978.536133
	Iteration 0F: 2 clusters Score -312000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -308824.875000 Penalty: 3957.072266
	Iteration 0F: 3 clusters Score -308824.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -309449.812500 Penalty: 3957.072266
	Iteration 1F: 3 clusters Score -309449.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -309604.468750 Penalty: 3957.072266
	Iteration 2F: 3 clusters Score -309604.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -309700.812500 Penalty: 3957.072266
	Iteration 3Q: 3 clusters Score -309700.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -309780.750000 Penalty: 3957.072266
	Iteration 4Q: 3 clusters Score -309780.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -309864.531250 Penalty: 3957.072266
	Iteration 5Q: 3 clusters Score -309864.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -309908.500000 Penalty: 3957.072266
	Iteration 6Q: 3 clusters Score -309908.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -309943.343750 Penalty: 3957.072266
	Iteration 7Q: 3 clusters Score -309943.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -309981.093750 Penalty: 3957.072266
	Iteration 8Q: 3 clusters Score -309981.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -310020.562500 Penalty: 3957.072266
	Iteration 9Q: 3 clusters Score -310020.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -310058.093750 Penalty: 3957.072266
	Iteration 10Q: 3 clusters Score -310058.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -310089.406250 Penalty: 3957.072266
	Iteration 11Q: 3 clusters Score -310089.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -310135.468750 Penalty: 3957.072266
	Iteration 12Q: 3 clusters Score -310135.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -310198.687500 Penalty: 3957.072266
	Iteration 13Q: 3 clusters Score -310198.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -310261.718750 Penalty: 3957.072266
	Iteration 14Q: 3 clusters Score -310261.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -310341.375000 Penalty: 3957.072266
	Iteration 15Q: 3 clusters Score -310341.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -310416.718750 Penalty: 3957.072266
	Iteration 16Q: 3 clusters Score -310416.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -310495.656250 Penalty: 3957.072266
	Iteration 17Q: 3 clusters Score -310495.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -310567.937500 Penalty: 3957.072266
	Iteration 18Q: 3 clusters Score -310567.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -310635.437500 Penalty: 3957.072266
	Iteration 19Q: 3 clusters Score -310635.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -310707.968750 Penalty: 3957.072266
	Iteration 20F: 3 clusters Score -310708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -310788.781250 Penalty: 3957.072266
	Iteration 21Q: 3 clusters Score -310788.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -310851.656250 Penalty: 3957.072266
	Iteration 22Q: 3 clusters Score -310851.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -310906.250000 Penalty: 3957.072266
	Iteration 23Q: 3 clusters Score -310906.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -310942.812500 Penalty: 3957.072266
	Iteration 24Q: 3 clusters Score -310942.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -310964.968750 Penalty: 3957.072266
	Iteration 25Q: 3 clusters Score -310965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -310981.093750 Penalty: 3957.072266
	Iteration 26Q: 3 clusters Score -310981.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -310994.968750 Penalty: 3957.072266
	Iteration 27Q: 3 clusters Score -310995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -311006.593750 Penalty: 3957.072266
	Iteration 28Q: 3 clusters Score -311006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -311011.718750 Penalty: 3957.072266
	Iteration 29Q: 3 clusters Score -311011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -311016.406250 Penalty: 3957.072266
	Iteration 30Q: 3 clusters Score -311016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -311023.843750 Penalty: 3957.072266
	Iteration 31Q: 3 clusters Score -311023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -311026.750000 Penalty: 3957.072266
	Iteration 32Q: 3 clusters Score -311026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -311028.906250 Penalty: 3957.072266
	Iteration 33Q: 3 clusters Score -311028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -311031.750000 Penalty: 3957.072266
	Iteration 34Q: 3 clusters Score -311031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -311034.781250 Penalty: 3957.072266
	Iteration 35Q: 3 clusters Score -311034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -311040.875000 Penalty: 3957.072266
	Iteration 36Q: 3 clusters Score -311040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -311041.281250 Penalty: 3957.072266
	Iteration 37Q: 3 clusters Score -311041.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -311041.281250 Penalty: 3957.072266
	Iteration 38F: 3 clusters Score -311041.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122179.046875 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122179 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122505.687500 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122505.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122640.593750 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122640.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122705.718750 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122705.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -122758.695312 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122758.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -122824.656250 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122824.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122873.726562 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122873.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -122912.921875 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -122928.343750 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122928.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -122942.117188 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -122952.226562 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -122957.992188 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -122967.703125 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -122971.539062 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122972.687500 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -122973.953125 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -122974.476562 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -122974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -122974.929688 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -122974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -122976.015625 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -122976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -122977.421875 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -122977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -122979.882812 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -122979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -122980.664062 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -122980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -122983.226562 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -122983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -122984.460938 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -122984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -122984.460938 Penalty: 3484.226074
	Iteration 24F: 3 clusters Score -122984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56586.207031 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56586.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56801.957031 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56801.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56893.542969 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -56893.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56961.890625 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -56961.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57042.273438 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57042.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57099.554688 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57099.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57164.957031 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57164.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57210.941406 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57210.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57244.562500 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57244.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57287.746094 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57287.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57374.796875 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57374.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57437.093750 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57437.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57496.179688 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -57496.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57570.343750 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -57570.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57614.585938 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -57614.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57670.933594 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -57670.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57743.050781 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -57743.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57792.164062 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -57792.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57838.832031 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -57838.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57861.125000 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -57861.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57878.851562 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -57878.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57894.917969 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -57894.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57914.437500 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -57914.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57946.488281 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -57946.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57975.839844 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -57975.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58011.285156 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -58011.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58083.667969 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -58083.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58099.597656 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -58099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58101.679688 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -58101.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58117.332031 Penalty: 3175.350830
	Iteration 29Q: 3 clusters Score -58117.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58119.347656 Penalty: 3175.350830
	Iteration 30Q: 3 clusters Score -58119.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58119.347656 Penalty: 3175.350830
	Iteration 31F: 3 clusters Score -58119.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (111531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111531 members 
Entering Unmasked Estep 
Score: -12606028.000000 Penalty: 2882.270264
	Iteration 0F: 2 clusters Score -1.260603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -12531463.000000 Penalty: 5764.540527
	Iteration 0F: 3 clusters Score -1.253146e+07 nChanged 52949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -12561247.000000 Penalty: 5764.540527
	Iteration 1F: 3 clusters Score -1.256125e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -12561948.000000 Penalty: 5764.540527
	Iteration 2Q: 3 clusters Score -1.256195e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -12563053.000000 Penalty: 5764.540527
	Iteration 3Q: 3 clusters Score -1.256305e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5764.540527
	Iteration 4Q: 3 clusters Score -1.256485e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -12567803.000000 Penalty: 5764.540527
	Iteration 5F: 3 clusters Score -1.25678e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -12573621.000000 Penalty: 5764.540527
	Iteration 6F: 3 clusters Score -1.257362e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -12582841.000000 Penalty: 5764.540527
	Iteration 7F: 3 clusters Score -1.258284e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -12593237.000000 Penalty: 5764.540527
	Iteration 8F: 3 clusters Score -1.259324e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -12600014.000000 Penalty: 5764.540527
	Iteration 9F: 3 clusters Score -1.260001e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12602476.000000 Penalty: 5764.540527
	Iteration 10Q: 3 clusters Score -1.260248e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12603139.000000 Penalty: 5764.540527
	Iteration 11Q: 3 clusters Score -1.260314e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12603296.000000 Penalty: 5764.540527
	Iteration 12Q: 3 clusters Score -1.26033e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12603368.000000 Penalty: 5764.540527
	Iteration 13Q: 3 clusters Score -1.260337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12603394.000000 Penalty: 5764.540527
	Iteration 14Q: 3 clusters Score -1.260339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111375 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12603422.000000 Penalty: 5764.540527
	Iteration 15Q: 3 clusters Score -1.260342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12603447.000000 Penalty: 5764.540527
	Iteration 16Q: 3 clusters Score -1.260345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12603444.000000 Penalty: 5764.540527
	Iteration 17Q: 3 clusters Score -1.260344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12603444.000000 Penalty: 5764.540527
	Iteration 18Q: 3 clusters Score -1.260344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12603442.000000 Penalty: 5764.540527
	Iteration 19Q: 3 clusters Score -1.260344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12603442.000000 Penalty: 5764.540527
	Iteration 20F: 3 clusters Score -1.260344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (299109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299109 members 
Entering Unmasked Estep 
Score: -33693832.000000 Penalty: 3126.923828
	Iteration 0F: 2 clusters Score -3.369383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -33499278.000000 Penalty: 6253.847656
	Iteration 0F: 3 clusters Score -3.349928e+07 nChanged 144510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -33585248.000000 Penalty: 6253.847656
	Iteration 1F: 3 clusters Score -3.358525e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -33587100.000000 Penalty: 6253.847656
	Iteration 2Q: 3 clusters Score -3.35871e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -33590136.000000 Penalty: 6253.847656
	Iteration 3Q: 3 clusters Score -3.359014e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175033 members 
Mstep: Class 2 contains 124076 members 
Entering Unmasked Estep 
Score: -33595724.000000 Penalty: 6253.847656
	Iteration 4Q: 3 clusters Score -3.359572e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188297 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -33604632.000000 Penalty: 6253.847656
	Iteration 5F: 3 clusters Score -3.360463e+07 nChanged 20276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206119 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -33618488.000000 Penalty: 6253.847656
	Iteration 6F: 3 clusters Score -3.361849e+07 nChanged 22667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227328 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -33637484.000000 Penalty: 6253.847656
	Iteration 7F: 3 clusters Score -3.363748e+07 nChanged 21837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248209 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -33657216.000000 Penalty: 6253.847656
	Iteration 8F: 3 clusters Score -3.365722e+07 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264025 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -33672800.000000 Penalty: 6253.847656
	Iteration 9F: 3 clusters Score -3.36728e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274308 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -33681868.000000 Penalty: 6253.847656
	Iteration 10Q: 3 clusters Score -3.368187e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280830 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -33686604.000000 Penalty: 6253.847656
	Iteration 11Q: 3 clusters Score -3.36866e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285410 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -33689212.000000 Penalty: 6253.847656
	Iteration 12Q: 3 clusters Score -3.368921e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288593 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -33690364.000000 Penalty: 6253.847656
	Iteration 13Q: 3 clusters Score -3.369036e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290744 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -33690996.000000 Penalty: 6253.847656
	Iteration 14Q: 3 clusters Score -3.3691e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292272 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -33691288.000000 Penalty: 6253.847656
	Iteration 15Q: 3 clusters Score -3.369129e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293387 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -33691684.000000 Penalty: 6253.847656
	Iteration 16Q: 3 clusters Score -3.369168e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294196 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -33691832.000000 Penalty: 6253.847656
	Iteration 17Q: 3 clusters Score -3.369183e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294789 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -33691940.000000 Penalty: 6253.847656
	Iteration 18Q: 3 clusters Score -3.369194e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295225 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -33692052.000000 Penalty: 6253.847656
	Iteration 19Q: 3 clusters Score -3.369205e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295550 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -33692176.000000 Penalty: 6253.847656
	Iteration 20F: 3 clusters Score -3.369218e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295812 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -33692272.000000 Penalty: 6253.847656
	Iteration 21Q: 3 clusters Score -3.369227e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296011 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -33692240.000000 Penalty: 6253.847656
	Iteration 22Q: 3 clusters Score -3.369224e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296178 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -33692308.000000 Penalty: 6253.847656
	Iteration 23Q: 3 clusters Score -3.369231e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296299 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -33692372.000000 Penalty: 6253.847656
	Iteration 24Q: 3 clusters Score -3.369237e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296409 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -33692448.000000 Penalty: 6253.847656
	Iteration 25Q: 3 clusters Score -3.369245e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296498 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -33692476.000000 Penalty: 6253.847656
	Iteration 26Q: 3 clusters Score -3.369248e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296565 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -33692464.000000 Penalty: 6253.847656
	Iteration 27Q: 3 clusters Score -3.369246e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296630 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -33692488.000000 Penalty: 6253.847656
	Iteration 28Q: 3 clusters Score -3.369249e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296693 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -33692516.000000 Penalty: 6253.847656
	Iteration 29Q: 3 clusters Score -3.369252e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296746 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -33692536.000000 Penalty: 6253.847656
	Iteration 30Q: 3 clusters Score -3.369254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296780 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -33692544.000000 Penalty: 6253.847656
	Iteration 31Q: 3 clusters Score -3.369254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296817 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -33692552.000000 Penalty: 6253.847656
	Iteration 32Q: 3 clusters Score -3.369255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296848 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -33692560.000000 Penalty: 6253.847656
	Iteration 33Q: 3 clusters Score -3.369256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296871 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -33692576.000000 Penalty: 6253.847656
	Iteration 34Q: 3 clusters Score -3.369258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296891 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -33692596.000000 Penalty: 6253.847656
	Iteration 35Q: 3 clusters Score -3.36926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296914 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -33692572.000000 Penalty: 6253.847656
	Iteration 36Q: 3 clusters Score -3.369257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296935 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -33692580.000000 Penalty: 6253.847656
	Iteration 37Q: 3 clusters Score -3.369258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296952 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -33692596.000000 Penalty: 6253.847656
	Iteration 38Q: 3 clusters Score -3.36926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296963 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -33692576.000000 Penalty: 6253.847656
	Iteration 39Q: 3 clusters Score -3.369258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296974 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -33692564.000000 Penalty: 6253.847656
	Iteration 40F: 3 clusters Score -3.369256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296983 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -33692568.000000 Penalty: 6253.847656
	Iteration 41Q: 3 clusters Score -3.369257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296988 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -33692560.000000 Penalty: 6253.847656
	Iteration 42Q: 3 clusters Score -3.369256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296993 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -33692564.000000 Penalty: 6253.847656
	Iteration 43Q: 3 clusters Score -3.369256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296995 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -33692540.000000 Penalty: 6253.847656
	Iteration 44Q: 3 clusters Score -3.369254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297001 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -33692552.000000 Penalty: 6253.847656
	Iteration 45Q: 3 clusters Score -3.369255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297006 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -33692560.000000 Penalty: 6253.847656
	Iteration 46Q: 3 clusters Score -3.369256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297008 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -33692552.000000 Penalty: 6253.847656
	Iteration 47Q: 3 clusters Score -3.369255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297015 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -33692536.000000 Penalty: 6253.847656
	Iteration 48Q: 3 clusters Score -3.369254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297022 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -33692564.000000 Penalty: 6253.847656
	Iteration 49Q: 3 clusters Score -3.369256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297028 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -33692588.000000 Penalty: 6253.847656
	Iteration 50Q: 3 clusters Score -3.369259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297039 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -33692572.000000 Penalty: 6253.847656
	Iteration 51Q: 3 clusters Score -3.369257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297046 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -33692576.000000 Penalty: 6253.847656
	Iteration 52Q: 3 clusters Score -3.369258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297048 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -33692584.000000 Penalty: 6253.847656
	Iteration 53Q: 3 clusters Score -3.369258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297056 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -33692580.000000 Penalty: 6253.847656
	Iteration 54Q: 3 clusters Score -3.369258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297057 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -33692580.000000 Penalty: 6253.847656
	Iteration 55Q: 3 clusters Score -3.369258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297059 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -33692588.000000 Penalty: 6253.847656
	Iteration 56Q: 3 clusters Score -3.369259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297058 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -33692588.000000 Penalty: 6253.847656
	Iteration 57Q: 3 clusters Score -3.369259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297062 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -33692568.000000 Penalty: 6253.847656
	Iteration 58Q: 3 clusters Score -3.369257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297070 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -33692604.000000 Penalty: 6253.847656
	Iteration 59Q: 3 clusters Score -3.36926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297071 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -33692600.000000 Penalty: 6253.847656
	Iteration 60F: 3 clusters Score -3.36926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297077 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -33692612.000000 Penalty: 6253.847656
	Iteration 61Q: 3 clusters Score -3.369261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297078 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -33692608.000000 Penalty: 6253.847656
	Iteration 62Q: 3 clusters Score -3.369261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297080 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -33692604.000000 Penalty: 6253.847656
	Iteration 63Q: 3 clusters Score -3.36926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297082 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -33692624.000000 Penalty: 6253.847656
	Iteration 64Q: 3 clusters Score -3.369262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297084 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -33692624.000000 Penalty: 6253.847656
	Iteration 65Q: 3 clusters Score -3.369262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297082 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -33692644.000000 Penalty: 6253.847656
	Iteration 66Q: 3 clusters Score -3.369264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297083 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -33692620.000000 Penalty: 6253.847656
	Iteration 67Q: 3 clusters Score -3.369262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297085 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -33692620.000000 Penalty: 6253.847656
	Iteration 68Q: 3 clusters Score -3.369262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297088 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -33692616.000000 Penalty: 6253.847656
	Iteration 69Q: 3 clusters Score -3.369262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297089 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -33692636.000000 Penalty: 6253.847656
	Iteration 70Q: 3 clusters Score -3.369264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297090 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -33692632.000000 Penalty: 6253.847656
	Iteration 71Q: 3 clusters Score -3.369263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297091 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -33692640.000000 Penalty: 6253.847656
	Iteration 72Q: 3 clusters Score -3.369264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297090 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -33692636.000000 Penalty: 6253.847656
	Iteration 73Q: 3 clusters Score -3.369264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297088 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -33692656.000000 Penalty: 6253.847656
	Iteration 74Q: 3 clusters Score -3.369266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297086 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -33692648.000000 Penalty: 6253.847656
	Iteration 75Q: 3 clusters Score -3.369265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297084 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -33692644.000000 Penalty: 6253.847656
	Iteration 76Q: 3 clusters Score -3.369264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297082 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -33692624.000000 Penalty: 6253.847656
	Iteration 77Q: 3 clusters Score -3.369262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297083 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -33692620.000000 Penalty: 6253.847656
	Iteration 78Q: 3 clusters Score -3.369262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297083 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -33692620.000000 Penalty: 6253.847656
	Iteration 79F: 3 clusters Score -3.369262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -143887.453125 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -143887.5 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 693 members 
Entering Unmasked Estep 
Score: -141726.031250 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -141726 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142110.625000 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -142110.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142268.031250 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -142268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142315.375000 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -142315.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142342.328125 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -142342.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -142364.921875 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -142364.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142382.093750 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -142382.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142396.234375 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -142396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142411.187500 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -142411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -142436.343750 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -142436.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -142454.390625 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -142454.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -142477.796875 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -142477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142488.640625 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -142488.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142497.312500 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -142497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142500.796875 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -142500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142508.687500 Penalty: 3590.294434
	Iteration 15Q: 3 clusters Score -142508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142513.312500 Penalty: 3590.294434
	Iteration 16Q: 3 clusters Score -142513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142516.312500 Penalty: 3590.294434
	Iteration 17Q: 3 clusters Score -142516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142519.015625 Penalty: 3590.294434
	Iteration 18Q: 3 clusters Score -142519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142519.265625 Penalty: 3590.294434
	Iteration 19Q: 3 clusters Score -142519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142519.265625 Penalty: 3590.294434
	Iteration 20F: 3 clusters Score -142519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Entering Unmasked Estep 
Score: -3784682.500000 Penalty: 2587.135010
	Iteration 0F: 2 clusters Score -3784682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3761533.500000 Penalty: 5174.270020
	Iteration 0F: 3 clusters Score -3761534 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3769898.250000 Penalty: 5174.270020
	Iteration 1F: 3 clusters Score -3769898 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3770432.000000 Penalty: 5174.270020
	Iteration 2Q: 3 clusters Score -3770432 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3771042.500000 Penalty: 5174.270020
	Iteration 3Q: 3 clusters Score -3771042 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3771770.750000 Penalty: 5174.270020
	Iteration 4Q: 3 clusters Score -3771771 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3772721.500000 Penalty: 5174.270020
	Iteration 5F: 3 clusters Score -3772722 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3773814.250000 Penalty: 5174.270020
	Iteration 6F: 3 clusters Score -3773814 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3775144.000000 Penalty: 5174.270020
	Iteration 7F: 3 clusters Score -3775144 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3776531.000000 Penalty: 5174.270020
	Iteration 8F: 3 clusters Score -3776531 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3777742.250000 Penalty: 5174.270020
	Iteration 9F: 3 clusters Score -3777742 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3778792.000000 Penalty: 5174.270020
	Iteration 10Q: 3 clusters Score -3778792 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3779737.000000 Penalty: 5174.270020
	Iteration 11Q: 3 clusters Score -3779737 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3780442.500000 Penalty: 5174.270020
	Iteration 12Q: 3 clusters Score -3780442 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -3781000.500000 Penalty: 5174.270020
	Iteration 13Q: 3 clusters Score -3781000 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3781432.250000 Penalty: 5174.270020
	Iteration 14Q: 3 clusters Score -3781432 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3781732.000000 Penalty: 5174.270020
	Iteration 15Q: 3 clusters Score -3781732 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3781979.000000 Penalty: 5174.270020
	Iteration 16Q: 3 clusters Score -3781979 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3782124.000000 Penalty: 5174.270020
	Iteration 17Q: 3 clusters Score -3782124 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -3782233.750000 Penalty: 5174.270020
	Iteration 18Q: 3 clusters Score -3782234 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -3782290.500000 Penalty: 5174.270020
	Iteration 19Q: 3 clusters Score -3782290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3782340.750000 Penalty: 5174.270020
	Iteration 20F: 3 clusters Score -3782341 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -3782381.250000 Penalty: 5174.270020
	Iteration 21Q: 3 clusters Score -3782381 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3782428.250000 Penalty: 5174.270020
	Iteration 22Q: 3 clusters Score -3782428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -3782454.250000 Penalty: 5174.270020
	Iteration 23Q: 3 clusters Score -3782454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3782470.000000 Penalty: 5174.270020
	Iteration 24Q: 3 clusters Score -3782470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -3782489.000000 Penalty: 5174.270020
	Iteration 25Q: 3 clusters Score -3782489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3782501.750000 Penalty: 5174.270020
	Iteration 26Q: 3 clusters Score -3782502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3782512.500000 Penalty: 5174.270020
	Iteration 27Q: 3 clusters Score -3782512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -3782528.500000 Penalty: 5174.270020
	Iteration 28Q: 3 clusters Score -3782528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3782542.000000 Penalty: 5174.270020
	Iteration 29Q: 3 clusters Score -3782542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3782553.750000 Penalty: 5174.270020
	Iteration 30Q: 3 clusters Score -3782554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3782565.250000 Penalty: 5174.270020
	Iteration 31Q: 3 clusters Score -3782565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -3782572.750000 Penalty: 5174.270020
	Iteration 32Q: 3 clusters Score -3782573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -3782584.750000 Penalty: 5174.270020
	Iteration 33Q: 3 clusters Score -3782585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3782587.250000 Penalty: 5174.270020
	Iteration 34Q: 3 clusters Score -3782587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3782601.000000 Penalty: 5174.270020
	Iteration 35Q: 3 clusters Score -3782601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -3782601.250000 Penalty: 5174.270020
	Iteration 36Q: 3 clusters Score -3782601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -3782619.500000 Penalty: 5174.270020
	Iteration 37Q: 3 clusters Score -3782620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3782615.000000 Penalty: 5174.270020
	Iteration 38Q: 3 clusters Score -3782615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3782612.750000 Penalty: 5174.270020
	Iteration 39Q: 3 clusters Score -3782613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -3782615.000000 Penalty: 5174.270020
	Iteration 40F: 3 clusters Score -3782615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3782615.000000 Penalty: 5174.270020
	Iteration 41Q: 3 clusters Score -3782615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -3782611.750000 Penalty: 5174.270020
	Iteration 42Q: 3 clusters Score -3782612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -3782611.750000 Penalty: 5174.270020
	Iteration 43F: 3 clusters Score -3782612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -579535.750000 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -579535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -574822.312500 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -574822.3 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -575979.250000 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -575979.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -576227.062500 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -576227.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -576409.250000 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -576409.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -576540.250000 Penalty: 4248.822266
	Iteration 4Q: 3 clusters Score -576540.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -576673.625000 Penalty: 4248.822266
	Iteration 5Q: 3 clusters Score -576673.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -576837.687500 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -576837.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -577013.812500 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -577013.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -577212.375000 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -577212.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -577417.000000 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -577417 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -577620.312500 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -577620.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -577813.250000 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -577813.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -577988.562500 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -577988.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -578178.750000 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -578178.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -578300.062500 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -578300.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -578381.500000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -578381.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -578430.375000 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -578430.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -578460.000000 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -578460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -578481.562500 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -578481.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -578489.562500 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -578489.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -578497.937500 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -578497.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -578503.812500 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -578503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -578506.312500 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -578506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -578508.687500 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -578508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -578509.562500 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -578509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -578510.437500 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -578510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -578513.250000 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -578513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -578515.062500 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -578515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -578515.250000 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -578515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -578515.625000 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -578515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -578516.000000 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -578516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -578517.375000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -578517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -578517.250000 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -578517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -578518.500000 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -578518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -578518.500000 Penalty: 4248.822266
	Iteration 34F: 3 clusters Score -578518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Entering Unmasked Estep 
Score: -831213.875000 Penalty: 2212.984375
	Iteration 0F: 2 clusters Score -831213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -825152.187500 Penalty: 4425.968750
	Iteration 0F: 3 clusters Score -825152.2 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -826738.125000 Penalty: 4425.968750
	Iteration 1F: 3 clusters Score -826738.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -827003.687500 Penalty: 4425.968750
	Iteration 2F: 3 clusters Score -827003.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -827192.812500 Penalty: 4425.968750
	Iteration 3Q: 3 clusters Score -827192.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -827386.312500 Penalty: 4425.968750
	Iteration 4Q: 3 clusters Score -827386.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -827582.062500 Penalty: 4425.968750
	Iteration 5Q: 3 clusters Score -827582.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -827814.875000 Penalty: 4425.968750
	Iteration 6Q: 3 clusters Score -827814.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -828116.250000 Penalty: 4425.968750
	Iteration 7Q: 3 clusters Score -828116.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -828449.500000 Penalty: 4425.968750
	Iteration 8Q: 3 clusters Score -828449.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -828771.500000 Penalty: 4425.968750
	Iteration 9F: 3 clusters Score -828771.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -829033.562500 Penalty: 4425.968750
	Iteration 10Q: 3 clusters Score -829033.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -829268.250000 Penalty: 4425.968750
	Iteration 11Q: 3 clusters Score -829268.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -829488.312500 Penalty: 4425.968750
	Iteration 12Q: 3 clusters Score -829488.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -829692.875000 Penalty: 4425.968750
	Iteration 13Q: 3 clusters Score -829692.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -829854.437500 Penalty: 4425.968750
	Iteration 14Q: 3 clusters Score -829854.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -829985.750000 Penalty: 4425.968750
	Iteration 15Q: 3 clusters Score -829985.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -830068.687500 Penalty: 4425.968750
	Iteration 16Q: 3 clusters Score -830068.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -830111.375000 Penalty: 4425.968750
	Iteration 17Q: 3 clusters Score -830111.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -830139.312500 Penalty: 4425.968750
	Iteration 18Q: 3 clusters Score -830139.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -830159.500000 Penalty: 4425.968750
	Iteration 19Q: 3 clusters Score -830159.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -830172.687500 Penalty: 4425.968750
	Iteration 20F: 3 clusters Score -830172.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -830181.562500 Penalty: 4425.968750
	Iteration 21Q: 3 clusters Score -830181.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -830186.562500 Penalty: 4425.968750
	Iteration 22Q: 3 clusters Score -830186.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -830190.625000 Penalty: 4425.968750
	Iteration 23Q: 3 clusters Score -830190.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -830197.562500 Penalty: 4425.968750
	Iteration 24Q: 3 clusters Score -830197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -830200.000000 Penalty: 4425.968750
	Iteration 25Q: 3 clusters Score -830200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -830203.062500 Penalty: 4425.968750
	Iteration 26Q: 3 clusters Score -830203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -830204.937500 Penalty: 4425.968750
	Iteration 27Q: 3 clusters Score -830204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -830208.937500 Penalty: 4425.968750
	Iteration 28Q: 3 clusters Score -830208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -830213.062500 Penalty: 4425.968750
	Iteration 29Q: 3 clusters Score -830213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -830213.875000 Penalty: 4425.968750
	Iteration 30Q: 3 clusters Score -830213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -830216.562500 Penalty: 4425.968750
	Iteration 31Q: 3 clusters Score -830216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -830217.937500 Penalty: 4425.968750
	Iteration 32Q: 3 clusters Score -830217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -830216.750000 Penalty: 4425.968750
	Iteration 33Q: 3 clusters Score -830216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -830218.562500 Penalty: 4425.968750
	Iteration 34Q: 3 clusters Score -830218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -830218.437500 Penalty: 4425.968750
	Iteration 35Q: 3 clusters Score -830218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -830220.437500 Penalty: 4425.968750
	Iteration 36Q: 3 clusters Score -830220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -830222.062500 Penalty: 4425.968750
	Iteration 37Q: 3 clusters Score -830222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -830220.812500 Penalty: 4425.968750
	Iteration 38Q: 3 clusters Score -830220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -830224.625000 Penalty: 4425.968750
	Iteration 39Q: 3 clusters Score -830224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -830226.812500 Penalty: 4425.968750
	Iteration 40F: 3 clusters Score -830226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -830227.062500 Penalty: 4425.968750
	Iteration 41Q: 3 clusters Score -830227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -830229.500000 Penalty: 4425.968750
	Iteration 42Q: 3 clusters Score -830229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -830230.937500 Penalty: 4425.968750
	Iteration 43Q: 3 clusters Score -830230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -830231.062500 Penalty: 4425.968750
	Iteration 44Q: 3 clusters Score -830231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -830230.437500 Penalty: 4425.968750
	Iteration 45Q: 3 clusters Score -830230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -830231.062500 Penalty: 4425.968750
	Iteration 46Q: 3 clusters Score -830231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -830231.062500 Penalty: 4425.968750
	Iteration 47F: 3 clusters Score -830231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38881.730469 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38881.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39180.484375 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39180.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39478.796875 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39478.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39777.175781 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -39777.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39947.761719 Penalty: 3035.667480
	Iteration 4F: 3 clusters Score -39947.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40047.238281 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -40047.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40082.316406 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -40082.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40125.402344 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -40125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40165.640625 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40165.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40188.453125 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40188.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40191.285156 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -40191.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40193.960938 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -40193.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40199.816406 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -40199.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40204.425781 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40204.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40204.425781 Penalty: 3035.667480
	Iteration 14F: 3 clusters Score -40204.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -219759.828125 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -219759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -217122.187500 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -217122.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -217541.156250 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -217541.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217685.625000 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -217685.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -217748.093750 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -217748.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -217778.906250 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -217778.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217796.296875 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -217796.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -217810.609375 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -217810.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217822.390625 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -217822.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217828.843750 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -217828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217837.093750 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -217837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -217840.687500 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -217840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217847.093750 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -217847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217850.968750 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -217851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217853.140625 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -217853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217854.234375 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -217854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217854.921875 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -217854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217854.921875 Penalty: 3759.267334
	Iteration 16F: 3 clusters Score -217854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38101.097656 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38101.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38393.277344 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38393.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38501.554688 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38501.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38532.726562 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -38532.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38546.070312 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -38546.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38556.839844 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -38556.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38564.152344 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -38564.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38572.273438 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -38572.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38575.382812 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -38575.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38577.687500 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -38577.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38577.687500 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -38577.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -542697.312500 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -542697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -537928.625000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -537928.6 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -539410.562500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -539410.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -540128.812500 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -540128.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -540770.500000 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -540770.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -541145.687500 Penalty: 4269.088867
	Iteration 4F: 3 clusters Score -541145.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -541353.937500 Penalty: 4269.088867
	Iteration 5F: 3 clusters Score -541353.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -541466.000000 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -541466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -541532.500000 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -541532.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -541585.937500 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -541585.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -541626.187500 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -541626.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -541650.562500 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -541650.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -541672.625000 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -541672.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -541691.812500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -541691.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -541710.125000 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -541710.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -541726.875000 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -541726.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -541741.312500 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -541741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -541750.937500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -541750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -541758.125000 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -541758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -541761.437500 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -541761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -541764.750000 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -541764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -541769.125000 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -541769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -541774.812500 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -541774.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -541779.312500 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -541779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -541781.937500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -541781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -541782.750000 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -541782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -541785.125000 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -541785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -541785.312500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -541785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -541788.062500 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -541788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -541789.812500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -541789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -541791.437500 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -541791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -541793.750000 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -541793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -541793.312500 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -541793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -541794.062500 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -541794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -541793.687500 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -541793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -541794.937500 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -541794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -541794.937500 Penalty: 4269.088867
	Iteration 35F: 3 clusters Score -541794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -52155.699219 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -52155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50660.562500 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -50660.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50817.148438 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50817.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50849.792969 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -50849.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50868.851562 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -50868.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50878.031250 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -50878.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50883.585938 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50883.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50883.585938 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -50883.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45025.222656 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45025.22 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45302.992188 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45302.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45425.164062 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45425.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45469.437500 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -45469.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45509.363281 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45509.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45539.984375 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45539.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45554.562500 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45554.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45560.847656 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45560.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45563.152344 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -45563.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45563.152344 Penalty: 3077.460693
	Iteration 9F: 3 clusters Score -45563.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -1407568.500000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -1407568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1398533.750000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -1398534 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1401277.875000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -1401278 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1401562.875000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -1401563 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1401772.125000 Penalty: 4665.656250
	Iteration 3Q: 3 clusters Score -1401772 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1401955.375000 Penalty: 4665.656250
	Iteration 4Q: 3 clusters Score -1401955 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1402115.750000 Penalty: 4665.656250
	Iteration 5Q: 3 clusters Score -1402116 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1402305.625000 Penalty: 4665.656250
	Iteration 6Q: 3 clusters Score -1402306 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1402508.125000 Penalty: 4665.656250
	Iteration 7Q: 3 clusters Score -1402508 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1402754.500000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -1402754 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1403032.500000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -1403032 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1403369.250000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -1403369 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1403791.000000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -1403791 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1404266.000000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -1404266 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1404707.500000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -1404708 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1405044.125000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -1405044 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1405318.250000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -1405318 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1405496.750000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -1405497 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1405596.875000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -1405597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1405648.375000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -1405648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1405684.250000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -1405684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1405705.125000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -1405705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1405715.000000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -1405715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1405724.000000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -1405724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1405726.375000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -1405726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1405730.250000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -1405730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1405735.375000 Penalty: 4665.656250
	Iteration 25Q: 3 clusters Score -1405735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1405736.750000 Penalty: 4665.656250
	Iteration 26Q: 3 clusters Score -1405737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1405742.125000 Penalty: 4665.656250
	Iteration 27Q: 3 clusters Score -1405742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1405748.250000 Penalty: 4665.656250
	Iteration 28Q: 3 clusters Score -1405748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1405754.875000 Penalty: 4665.656250
	Iteration 29Q: 3 clusters Score -1405755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1405756.875000 Penalty: 4665.656250
	Iteration 30Q: 3 clusters Score -1405757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1405756.875000 Penalty: 4665.656250
	Iteration 31Q: 3 clusters Score -1405757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1405757.875000 Penalty: 4665.656250
	Iteration 32Q: 3 clusters Score -1405758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1405757.875000 Penalty: 4665.656250
	Iteration 33F: 3 clusters Score -1405758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -356725.625000 Penalty: 2000.341553
	Iteration 0F: 2 clusters Score -356725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -353325.875000 Penalty: 4000.683105
	Iteration 0F: 3 clusters Score -353325.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -354019.937500 Penalty: 4000.683105
	Iteration 1F: 3 clusters Score -354019.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -354158.968750 Penalty: 4000.683105
	Iteration 2F: 3 clusters Score -354159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -354242.593750 Penalty: 4000.683105
	Iteration 3Q: 3 clusters Score -354242.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -354297.937500 Penalty: 4000.683105
	Iteration 4Q: 3 clusters Score -354297.9 nChanged 69
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: -354339.218750 Penalty: 4000.683105
	Iteration 5Q: 3 clusters Score -354339.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -354368.968750 Penalty: 4000.683105
	Iteration 6Q: 3 clusters Score -354369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -354398.000000 Penalty: 4000.683105
	Iteration 7Q: 3 clusters Score -354398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -354422.812500 Penalty: 4000.683105
	Iteration 8Q: 3 clusters Score -354422.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -354444.562500 Penalty: 4000.683105
	Iteration 9Q: 3 clusters Score -354444.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -354462.593750 Penalty: 4000.683105
	Iteration 10Q: 3 clusters Score -354462.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -354483.937500 Penalty: 4000.683105
	Iteration 11Q: 3 clusters Score -354483.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -354506.031250 Penalty: 4000.683105
	Iteration 12Q: 3 clusters Score -354506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -354529.031250 Penalty: 4000.683105
	Iteration 13Q: 3 clusters Score -354529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -354549.468750 Penalty: 4000.683105
	Iteration 14Q: 3 clusters Score -354549.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -354567.250000 Penalty: 4000.683105
	Iteration 15Q: 3 clusters Score -354567.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -354581.156250 Penalty: 4000.683105
	Iteration 16Q: 3 clusters Score -354581.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -354595.062500 Penalty: 4000.683105
	Iteration 17Q: 3 clusters Score -354595.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -354612.562500 Penalty: 4000.683105
	Iteration 18Q: 3 clusters Score -354612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -354632.937500 Penalty: 4000.683105
	Iteration 19Q: 3 clusters Score -354632.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -354647.156250 Penalty: 4000.683105
	Iteration 20F: 3 clusters Score -354647.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -354662.718750 Penalty: 4000.683105
	Iteration 21Q: 3 clusters Score -354662.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -354677.125000 Penalty: 4000.683105
	Iteration 22Q: 3 clusters Score -354677.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -354687.625000 Penalty: 4000.683105
	Iteration 23Q: 3 clusters Score -354687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -354702.812500 Penalty: 4000.683105
	Iteration 24Q: 3 clusters Score -354702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -354713.437500 Penalty: 4000.683105
	Iteration 25Q: 3 clusters Score -354713.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -354727.375000 Penalty: 4000.683105
	Iteration 26Q: 3 clusters Score -354727.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -354741.281250 Penalty: 4000.683105
	Iteration 27Q: 3 clusters Score -354741.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -354758.250000 Penalty: 4000.683105
	Iteration 28Q: 3 clusters Score -354758.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -354790.125000 Penalty: 4000.683105
	Iteration 29Q: 3 clusters Score -354790.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -354818.750000 Penalty: 4000.683105
	Iteration 30Q: 3 clusters Score -354818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -354838.218750 Penalty: 4000.683105
	Iteration 31Q: 3 clusters Score -354838.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -354853.750000 Penalty: 4000.683105
	Iteration 32Q: 3 clusters Score -354853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -354861.187500 Penalty: 4000.683105
	Iteration 33Q: 3 clusters Score -354861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -354869.718750 Penalty: 4000.683105
	Iteration 34Q: 3 clusters Score -354869.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -354877.062500 Penalty: 4000.683105
	Iteration 35Q: 3 clusters Score -354877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -354884.468750 Penalty: 4000.683105
	Iteration 36Q: 3 clusters Score -354884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -354889.343750 Penalty: 4000.683105
	Iteration 37Q: 3 clusters Score -354889.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -354894.968750 Penalty: 4000.683105
	Iteration 38Q: 3 clusters Score -354895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -354900.031250 Penalty: 4000.683105
	Iteration 39Q: 3 clusters Score -354900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -354904.125000 Penalty: 4000.683105
	Iteration 40F: 3 clusters Score -354904.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -354912.125000 Penalty: 4000.683105
	Iteration 41Q: 3 clusters Score -354912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -354927.343750 Penalty: 4000.683105
	Iteration 42Q: 3 clusters Score -354927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -354945.156250 Penalty: 4000.683105
	Iteration 43Q: 3 clusters Score -354945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -354955.968750 Penalty: 4000.683105
	Iteration 44Q: 3 clusters Score -354956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -354963.968750 Penalty: 4000.683105
	Iteration 45Q: 3 clusters Score -354964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -354971.875000 Penalty: 4000.683105
	Iteration 46Q: 3 clusters Score -354971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -354977.562500 Penalty: 4000.683105
	Iteration 47Q: 3 clusters Score -354977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -354985.031250 Penalty: 4000.683105
	Iteration 48Q: 3 clusters Score -354985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -354991.312500 Penalty: 4000.683105
	Iteration 49Q: 3 clusters Score -354991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -354995.531250 Penalty: 4000.683105
	Iteration 50Q: 3 clusters Score -354995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -354998.718750 Penalty: 4000.683105
	Iteration 51Q: 3 clusters Score -354998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -355002.375000 Penalty: 4000.683105
	Iteration 52Q: 3 clusters Score -355002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -355007.875000 Penalty: 4000.683105
	Iteration 53Q: 3 clusters Score -355007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -355012.500000 Penalty: 4000.683105
	Iteration 54Q: 3 clusters Score -355012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -355020.062500 Penalty: 4000.683105
	Iteration 55Q: 3 clusters Score -355020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -355022.406250 Penalty: 4000.683105
	Iteration 56Q: 3 clusters Score -355022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -355024.750000 Penalty: 4000.683105
	Iteration 57Q: 3 clusters Score -355024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -355031.250000 Penalty: 4000.683105
	Iteration 58Q: 3 clusters Score -355031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -355037.718750 Penalty: 4000.683105
	Iteration 59Q: 3 clusters Score -355037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -355039.875000 Penalty: 4000.683105
	Iteration 60F: 3 clusters Score -355039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -355040.250000 Penalty: 4000.683105
	Iteration 61Q: 3 clusters Score -355040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -355043.156250 Penalty: 4000.683105
	Iteration 62Q: 3 clusters Score -355043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -355043.250000 Penalty: 4000.683105
	Iteration 63Q: 3 clusters Score -355043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -355043.250000 Penalty: 4000.683105
	Iteration 64F: 3 clusters Score -355043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Entering Unmasked Estep 
Score: -3686606.000000 Penalty: 2582.516602
	Iteration 0F: 2 clusters Score -3686606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3663909.500000 Penalty: 5165.033203
	Iteration 0F: 3 clusters Score -3663910 nChanged 15148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3672229.000000 Penalty: 5165.033203
	Iteration 1F: 3 clusters Score -3672229 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3673216.750000 Penalty: 5165.033203
	Iteration 2F: 3 clusters Score -3673217 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3674477.250000 Penalty: 5165.033203
	Iteration 3F: 3 clusters Score -3674477 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3676012.500000 Penalty: 5165.033203
	Iteration 4F: 3 clusters Score -3676012 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3677703.250000 Penalty: 5165.033203
	Iteration 5F: 3 clusters Score -3677703 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3679285.750000 Penalty: 5165.033203
	Iteration 6F: 3 clusters Score -3679286 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3680655.750000 Penalty: 5165.033203
	Iteration 7F: 3 clusters Score -3680656 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3681638.750000 Penalty: 5165.033203
	Iteration 8F: 3 clusters Score -3681639 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3682342.000000 Penalty: 5165.033203
	Iteration 9Q: 3 clusters Score -3682342 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3682846.750000 Penalty: 5165.033203
	Iteration 10Q: 3 clusters Score -3682847 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3683291.750000 Penalty: 5165.033203
	Iteration 11Q: 3 clusters Score -3683292 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3683581.500000 Penalty: 5165.033203
	Iteration 12Q: 3 clusters Score -3683582 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3683847.000000 Penalty: 5165.033203
	Iteration 13Q: 3 clusters Score -3683847 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3684118.000000 Penalty: 5165.033203
	Iteration 14Q: 3 clusters Score -3684118 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3684367.000000 Penalty: 5165.033203
	Iteration 15Q: 3 clusters Score -3684367 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3684557.000000 Penalty: 5165.033203
	Iteration 16Q: 3 clusters Score -3684557 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3684685.500000 Penalty: 5165.033203
	Iteration 17Q: 3 clusters Score -3684686 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3684779.250000 Penalty: 5165.033203
	Iteration 18Q: 3 clusters Score -3684779 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3684815.500000 Penalty: 5165.033203
	Iteration 19Q: 3 clusters Score -3684816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3684854.000000 Penalty: 5165.033203
	Iteration 20F: 3 clusters Score -3684854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3684871.500000 Penalty: 5165.033203
	Iteration 21Q: 3 clusters Score -3684872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3684880.000000 Penalty: 5165.033203
	Iteration 22Q: 3 clusters Score -3684880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3684879.250000 Penalty: 5165.033203
	Iteration 23Q: 3 clusters Score -3684879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3684888.500000 Penalty: 5165.033203
	Iteration 24Q: 3 clusters Score -3684888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3684888.250000 Penalty: 5165.033203
	Iteration 25Q: 3 clusters Score -3684888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3684878.500000 Penalty: 5165.033203
	Iteration 26Q: 3 clusters Score -3684878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3684887.000000 Penalty: 5165.033203
	Iteration 27Q: 3 clusters Score -3684887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3684882.750000 Penalty: 5165.033203
	Iteration 28Q: 3 clusters Score -3684883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3684879.750000 Penalty: 5165.033203
	Iteration 29Q: 3 clusters Score -3684880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3684894.250000 Penalty: 5165.033203
	Iteration 30Q: 3 clusters Score -3684894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3684887.500000 Penalty: 5165.033203
	Iteration 31Q: 3 clusters Score -3684888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3684895.750000 Penalty: 5165.033203
	Iteration 32Q: 3 clusters Score -3684896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3684897.250000 Penalty: 5165.033203
	Iteration 33Q: 3 clusters Score -3684897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3684894.250000 Penalty: 5165.033203
	Iteration 34Q: 3 clusters Score -3684894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3684901.250000 Penalty: 5165.033203
	Iteration 35Q: 3 clusters Score -3684901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3684908.750000 Penalty: 5165.033203
	Iteration 36Q: 3 clusters Score -3684909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3684901.000000 Penalty: 5165.033203
	Iteration 37Q: 3 clusters Score -3684901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3684899.000000 Penalty: 5165.033203
	Iteration 38Q: 3 clusters Score -3684899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3684902.750000 Penalty: 5165.033203
	Iteration 39Q: 3 clusters Score -3684903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3684909.500000 Penalty: 5165.033203
	Iteration 40F: 3 clusters Score -3684910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3684911.250000 Penalty: 5165.033203
	Iteration 41Q: 3 clusters Score -3684911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3684915.000000 Penalty: 5165.033203
	Iteration 42Q: 3 clusters Score -3684915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3684918.000000 Penalty: 5165.033203
	Iteration 43Q: 3 clusters Score -3684918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3684918.750000 Penalty: 5165.033203
	Iteration 44Q: 3 clusters Score -3684919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3684921.250000 Penalty: 5165.033203
	Iteration 45Q: 3 clusters Score -3684921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3684915.250000 Penalty: 5165.033203
	Iteration 46Q: 3 clusters Score -3684915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3684921.250000 Penalty: 5165.033203
	Iteration 47Q: 3 clusters Score -3684921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3684929.500000 Penalty: 5165.033203
	Iteration 48Q: 3 clusters Score -3684930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3684925.750000 Penalty: 5165.033203
	Iteration 49Q: 3 clusters Score -3684926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3684924.500000 Penalty: 5165.033203
	Iteration 50Q: 3 clusters Score -3684924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3684926.750000 Penalty: 5165.033203
	Iteration 51Q: 3 clusters Score -3684927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3684926.000000 Penalty: 5165.033203
	Iteration 52Q: 3 clusters Score -3684926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3684931.750000 Penalty: 5165.033203
	Iteration 53Q: 3 clusters Score -3684932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3684930.500000 Penalty: 5165.033203
	Iteration 54Q: 3 clusters Score -3684930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3684930.250000 Penalty: 5165.033203
	Iteration 55Q: 3 clusters Score -3684930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3684929.750000 Penalty: 5165.033203
	Iteration 56Q: 3 clusters Score -3684930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3684930.000000 Penalty: 5165.033203
	Iteration 57Q: 3 clusters Score -3684930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3684930.000000 Penalty: 5165.033203
	Iteration 58F: 3 clusters Score -3684930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 137024 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14112 members 
Mstep: Class 13 contains 16245 members 
Mstep: Class 14 contains 14787 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74621 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 299109 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12168 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 137178.328125
Iteration 159Q: 41 clusters Score -1.10931e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49101 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16831 members 
Mstep: Class 9 contains 136933 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14113 members 
Mstep: Class 13 contains 16245 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 37635 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46271 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74629 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2917 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 299164 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12170 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930992.000000 Penalty: 137178.328125
Iteration 160F: 41 clusters Score -1.10931e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49118 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16835 members 
Mstep: Class 9 contains 136832 members 
Mstep: Class 10 contains 39519 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14115 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14791 members 
Mstep: Class 15 contains 37634 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46269 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74640 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 299227 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12177 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 137178.328125
Iteration 161Q: 41 clusters Score -1.10931e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16836 members 
Mstep: Class 9 contains 136732 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14116 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14794 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 46264 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74655 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 299300 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12182 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 137178.328125
Iteration 162Q: 41 clusters Score -1.10931e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49151 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16838 members 
Mstep: Class 9 contains 136629 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14116 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14795 members 
Mstep: Class 15 contains 37634 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46265 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74668 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 299362 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33929 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 137178.328125
Iteration 163Q: 41 clusters Score -1.10931e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49168 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16839 members 
Mstep: Class 9 contains 136550 members 
Mstep: Class 10 contains 39521 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14117 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14795 members 
Mstep: Class 15 contains 37634 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 46262 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74676 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 299418 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33929 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931184.000000 Penalty: 137178.328125
Iteration 164Q: 41 clusters Score -1.109312e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49174 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 136487 members 
Mstep: Class 10 contains 39521 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14119 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14798 members 
Mstep: Class 15 contains 37634 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46261 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74681 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 299463 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33929 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12185 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931288.000000 Penalty: 137178.328125
Iteration 165Q: 41 clusters Score -1.109313e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49174 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16843 members 
Mstep: Class 9 contains 136418 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 37633 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 46260 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74691 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 299519 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33930 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12186 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931264.000000 Penalty: 137178.328125
Iteration 166Q: 41 clusters Score -1.109313e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49180 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16844 members 
Mstep: Class 9 contains 136320 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14123 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14803 members 
Mstep: Class 15 contains 37633 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46260 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74703 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 299591 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33931 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12187 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931216.000000 Penalty: 137178.328125
Iteration 167Q: 41 clusters Score -1.109312e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49184 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16845 members 
Mstep: Class 9 contains 136229 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14127 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37629 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74724 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111535 members 
Mstep: Class 27 contains 299654 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33931 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12187 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931152.000000 Penalty: 137178.328125
Iteration 168Q: 41 clusters Score -1.109312e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49185 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 136152 members 
Mstep: Class 10 contains 39521 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14125 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37630 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46259 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74736 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111535 members 
Mstep: Class 27 contains 299716 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33932 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12187 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931080.000000 Penalty: 137178.328125
Iteration 169Q: 41 clusters Score -1.109311e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49186 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 136092 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14126 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 37627 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74755 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111535 members 
Mstep: Class 27 contains 299758 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33932 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12188 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931032.000000 Penalty: 137178.328125
Iteration 170Q: 41 clusters Score -1.10931e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49192 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16848 members 
Mstep: Class 9 contains 136030 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14128 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 37630 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46257 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74768 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111535 members 
Mstep: Class 27 contains 299792 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33933 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12191 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 137178.328125
Iteration 171Q: 41 clusters Score -1.10931e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49193 members 
Mstep: Class 5 contains 2903 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16851 members 
Mstep: Class 9 contains 135981 members 
Mstep: Class 10 contains 39519 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14130 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 37630 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74783 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 299811 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33935 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12197 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930864.000000 Penalty: 137178.328125
Iteration 172Q: 41 clusters Score -1.109309e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49192 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16851 members 
Mstep: Class 9 contains 135960 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14132 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 37626 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46257 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74793 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111535 members 
Mstep: Class 27 contains 299823 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12200 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930928.000000 Penalty: 137178.328125
Iteration 173Q: 41 clusters Score -1.109309e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49194 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16851 members 
Mstep: Class 9 contains 135930 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14136 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46257 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74803 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111534 members 
Mstep: Class 27 contains 299838 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12205 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930976.000000 Penalty: 137178.328125
Iteration 174Q: 41 clusters Score -1.10931e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49197 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16851 members 
Mstep: Class 9 contains 135908 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14139 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74805 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111533 members 
Mstep: Class 27 contains 299848 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12211 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930992.000000 Penalty: 137178.328125
Iteration 175Q: 41 clusters Score -1.10931e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49202 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135883 members 
Mstep: Class 10 contains 39515 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14140 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 14803 members 
Mstep: Class 15 contains 37619 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46259 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74813 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111533 members 
Mstep: Class 27 contains 299857 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12217 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 137178.328125
Iteration 176Q: 41 clusters Score -1.10931e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49204 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135859 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 14803 members 
Mstep: Class 15 contains 37618 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 46260 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74822 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111533 members 
Mstep: Class 27 contains 299870 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 137178.328125
Iteration 177Q: 41 clusters Score -1.10931e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49213 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135828 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14142 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37619 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 46260 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74832 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111533 members 
Mstep: Class 27 contains 299883 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12218 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 137178.328125
Iteration 178Q: 41 clusters Score -1.10931e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49221 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135796 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37619 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74841 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111532 members 
Mstep: Class 27 contains 299903 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33937 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931080.000000 Penalty: 137178.328125
Iteration 179Q: 41 clusters Score -1.109311e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49221 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135775 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37621 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74847 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 299916 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12221 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 137178.328125
Iteration 180F: 41 clusters Score -1.10931e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49227 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135751 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74856 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 299921 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12222 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 137178.328125
Iteration 181Q: 41 clusters Score -1.10931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49231 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135738 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37623 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46256 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74864 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 299922 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12223 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930920.000000 Penalty: 137178.328125
Iteration 182Q: 41 clusters Score -1.109309e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49235 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135724 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37623 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74866 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 299931 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12224 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930856.000000 Penalty: 137178.328125
Iteration 183Q: 41 clusters Score -1.109309e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49239 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135691 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 37623 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74869 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 299951 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12226 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930976.000000 Penalty: 137178.328125
Iteration 184Q: 41 clusters Score -1.10931e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49243 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135656 members 
Mstep: Class 10 contains 39508 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 37623 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74876 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 299976 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12226 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 137178.328125
Iteration 185Q: 41 clusters Score -1.109309e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49243 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135628 members 
Mstep: Class 10 contains 39508 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74880 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 299998 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12227 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930928.000000 Penalty: 137178.328125
Iteration 186Q: 41 clusters Score -1.109309e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49251 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135592 members 
Mstep: Class 10 contains 39508 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14811 members 
Mstep: Class 15 contains 37619 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74884 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 300020 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12229 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 137178.328125
Iteration 187Q: 41 clusters Score -1.109309e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49262 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135560 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 37620 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74890 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 300030 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12230 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930888.000000 Penalty: 137178.328125
Iteration 188Q: 41 clusters Score -1.109309e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49273 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135532 members 
Mstep: Class 10 contains 39507 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74892 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 300043 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12231 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930808.000000 Penalty: 137178.328125
Iteration 189Q: 41 clusters Score -1.109308e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49280 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135508 members 
Mstep: Class 10 contains 39506 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 37621 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74894 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 300058 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12232 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930784.000000 Penalty: 137178.328125
Iteration 190Q: 41 clusters Score -1.109308e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49281 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135468 members 
Mstep: Class 10 contains 39505 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14142 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 37621 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74901 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 300088 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12233 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 137178.328125
Iteration 191Q: 41 clusters Score -1.109309e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49288 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135418 members 
Mstep: Class 10 contains 39504 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 37620 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74905 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111530 members 
Mstep: Class 27 contains 300127 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12234 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 137178.328125
Iteration 192Q: 41 clusters Score -1.109309e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49293 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135379 members 
Mstep: Class 10 contains 39503 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14145 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37621 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46253 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74910 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300157 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12234 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930904.000000 Penalty: 137178.328125
Iteration 193Q: 41 clusters Score -1.109309e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49290 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135339 members 
Mstep: Class 10 contains 39505 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37619 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46252 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74915 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300192 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12235 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 137178.328125
Iteration 194Q: 41 clusters Score -1.109309e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49296 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 9 contains 135297 members 
Mstep: Class 10 contains 39506 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37617 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74917 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300227 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12234 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 137178.328125
Iteration 195Q: 41 clusters Score -1.109309e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49302 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 135255 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 37616 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46250 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74921 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300259 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12234 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930896.000000 Penalty: 137178.328125
Iteration 196Q: 41 clusters Score -1.109309e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49302 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 135201 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 37615 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74927 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300303 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12235 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930936.000000 Penalty: 137178.328125
Iteration 197Q: 41 clusters Score -1.109309e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49309 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135154 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37613 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 46250 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74932 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300341 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930968.000000 Penalty: 137178.328125
Iteration 198Q: 41 clusters Score -1.10931e+08 nChanged 89
Entering ConstructFrom: 
Score: -110930968.000000 Penalty: 137178.328125
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -49000.371094 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -49000.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47666.832031 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -47666.83 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48331.140625 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -48331.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -48925.082031 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -48925.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49501.902344 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -49501.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49866.703125 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -49866.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49989.210938 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -49989.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50048.257812 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -50048.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50079.296875 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -50079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -50112.929688 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -50112.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50135.652344 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -50135.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50147.148438 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -50147.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50172.847656 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -50172.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50185.003906 Penalty: 3167.056396
	Iteration 12F: 3 clusters Score -50185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -50209.753906 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -50209.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50270.746094 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -50270.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50386.730469 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -50386.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50386.730469 Penalty: 3167.056396
	Iteration 16F: 3 clusters Score -50386.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300385 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 485 members 
Entering Unmasked Estep 
Score: -110930568.000000 Penalty: 140607.781250
Splitting cluster 1 changes total score from -110930968.000000 to -110930568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66481.914062 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66481.91 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66857.398438 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66857.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67137.726562 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67137.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67410.578125 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67410.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67599.703125 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -67599.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67752.882812 Penalty: 3276.227783
	Iteration 5F: 3 clusters Score -67752.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67862.921875 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -67862.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67945.585938 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -67945.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67978.976562 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -67978.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68008.335938 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -68008.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68046.351562 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -68046.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68116.000000 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -68116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68258.500000 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -68258.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68436.398438 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -68436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68458.039062 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -68458.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68461.187500 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -68461.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68469.031250 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -68469.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68473.476562 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -68473.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68473.476562 Penalty: 3276.227783
	Iteration 18F: 3 clusters Score -68473.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300385 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 330 members 
Entering Unmasked Estep 
Score: -110929504.000000 Penalty: 140607.781250
Splitting cluster 2 changes total score from -110930968.000000 to -110929504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -490237.468750 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -490237.5 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 2243 members 
Entering Unmasked Estep 
Score: -486126.937500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -486126.9 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -487015.968750 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -487016 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -487182.875000 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -487182.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -487272.093750 Penalty: 4165.275879
	Iteration 3Q: 3 clusters Score -487272.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -487332.687500 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -487332.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -487385.656250 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -487385.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -487431.656250 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -487431.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -487471.531250 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -487471.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -487510.500000 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -487510.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -487545.875000 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -487545.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -487577.656250 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -487577.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -487608.250000 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -487608.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -487640.343750 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -487640.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -487678.906250 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -487678.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -487719.500000 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -487719.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -487766.062500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -487766.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -487812.875000 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -487812.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -487860.375000 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -487860.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -487895.343750 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -487895.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -487930.093750 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -487930.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -487965.906250 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -487965.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -487994.781250 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -487994.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -488014.500000 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -488014.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -488029.656250 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -488029.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -488047.281250 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -488047.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -488065.125000 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -488065.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -488081.437500 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -488081.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -488098.406250 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -488098.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -488113.656250 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -488113.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -488125.968750 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -488126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -488142.125000 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -488142.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -488157.750000 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -488157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -488175.625000 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -488175.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -488189.906250 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -488189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -488206.250000 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -488206.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -488222.843750 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -488222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -488231.937500 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -488231.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -488247.937500 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -488247.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -488269.156250 Penalty: 4165.275879
	Iteration 38Q: 3 clusters Score -488269.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -488283.437500 Penalty: 4165.275879
	Iteration 39Q: 3 clusters Score -488283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -488292.468750 Penalty: 4165.275879
	Iteration 40F: 3 clusters Score -488292.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -488299.812500 Penalty: 4165.275879
	Iteration 41Q: 3 clusters Score -488299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -488309.625000 Penalty: 4165.275879
	Iteration 42Q: 3 clusters Score -488309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -488319.031250 Penalty: 4165.275879
	Iteration 43Q: 3 clusters Score -488319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -488324.906250 Penalty: 4165.275879
	Iteration 44Q: 3 clusters Score -488324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -488328.125000 Penalty: 4165.275879
	Iteration 45Q: 3 clusters Score -488328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -488330.312500 Penalty: 4165.275879
	Iteration 46Q: 3 clusters Score -488330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -488332.406250 Penalty: 4165.275879
	Iteration 47Q: 3 clusters Score -488332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -488333.656250 Penalty: 4165.275879
	Iteration 48Q: 3 clusters Score -488333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -488332.656250 Penalty: 4165.275879
	Iteration 49Q: 3 clusters Score -488332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -488337.093750 Penalty: 4165.275879
	Iteration 50Q: 3 clusters Score -488337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -488341.343750 Penalty: 4165.275879
	Iteration 51Q: 3 clusters Score -488341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -488343.656250 Penalty: 4165.275879
	Iteration 52Q: 3 clusters Score -488343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -488344.281250 Penalty: 4165.275879
	Iteration 53Q: 3 clusters Score -488344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -488344.281250 Penalty: 4165.275879
	Iteration 54F: 3 clusters Score -488344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Entering Unmasked Estep 
Score: -5458198.500000 Penalty: 2679.868896
	Iteration 0F: 2 clusters Score -5458198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5424890.000000 Penalty: 5359.737793
	Iteration 0F: 3 clusters Score -5424890 nChanged 22768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -5437573.000000 Penalty: 5359.737793
	Iteration 1F: 3 clusters Score -5437573 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5438030.000000 Penalty: 5359.737793
	Iteration 2Q: 3 clusters Score -5438030 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5438566.000000 Penalty: 5359.737793
	Iteration 3Q: 3 clusters Score -5438566 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5439057.000000 Penalty: 5359.737793
	Iteration 4Q: 3 clusters Score -5439057 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -5439578.500000 Penalty: 5359.737793
	Iteration 5Q: 3 clusters Score -5439578 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -5440402.000000 Penalty: 5359.737793
	Iteration 6Q: 3 clusters Score -5440402 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5441717.000000 Penalty: 5359.737793
	Iteration 7Q: 3 clusters Score -5441717 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5443724.500000 Penalty: 5359.737793
	Iteration 8F: 3 clusters Score -5443724 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5446529.000000 Penalty: 5359.737793
	Iteration 9F: 3 clusters Score -5446529 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5449640.000000 Penalty: 5359.737793
	Iteration 10F: 3 clusters Score -5449640 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -5452246.500000 Penalty: 5359.737793
	Iteration 11F: 3 clusters Score -5452246 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -5453946.500000 Penalty: 5359.737793
	Iteration 12Q: 3 clusters Score -5453946 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -5454835.000000 Penalty: 5359.737793
	Iteration 13Q: 3 clusters Score -5454835 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5455321.000000 Penalty: 5359.737793
	Iteration 14Q: 3 clusters Score -5455321 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -5455532.500000 Penalty: 5359.737793
	Iteration 15Q: 3 clusters Score -5455532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -5455673.000000 Penalty: 5359.737793
	Iteration 16Q: 3 clusters Score -5455673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -5455734.000000 Penalty: 5359.737793
	Iteration 17Q: 3 clusters Score -5455734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -5455765.500000 Penalty: 5359.737793
	Iteration 18Q: 3 clusters Score -5455766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -5455796.000000 Penalty: 5359.737793
	Iteration 19Q: 3 clusters Score -5455796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -5455811.500000 Penalty: 5359.737793
	Iteration 20F: 3 clusters Score -5455812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -5455813.000000 Penalty: 5359.737793
	Iteration 21Q: 3 clusters Score -5455813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -5455820.500000 Penalty: 5359.737793
	Iteration 22Q: 3 clusters Score -5455820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5455828.000000 Penalty: 5359.737793
	Iteration 23Q: 3 clusters Score -5455828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -5455825.500000 Penalty: 5359.737793
	Iteration 24Q: 3 clusters Score -5455826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -5455831.500000 Penalty: 5359.737793
	Iteration 25Q: 3 clusters Score -5455832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -5455839.000000 Penalty: 5359.737793
	Iteration 26Q: 3 clusters Score -5455839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5455851.500000 Penalty: 5359.737793
	Iteration 27Q: 3 clusters Score -5455852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -5455860.500000 Penalty: 5359.737793
	Iteration 28Q: 3 clusters Score -5455860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5455861.000000 Penalty: 5359.737793
	Iteration 29Q: 3 clusters Score -5455861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -5455864.000000 Penalty: 5359.737793
	Iteration 30Q: 3 clusters Score -5455864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -5455864.000000 Penalty: 5359.737793
	Iteration 31Q: 3 clusters Score -5455864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -5455873.000000 Penalty: 5359.737793
	Iteration 32Q: 3 clusters Score -5455873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -5455869.500000 Penalty: 5359.737793
	Iteration 33Q: 3 clusters Score -5455870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -5455879.000000 Penalty: 5359.737793
	Iteration 34Q: 3 clusters Score -5455879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -5455880.500000 Penalty: 5359.737793
	Iteration 35Q: 3 clusters Score -5455880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -5455880.500000 Penalty: 5359.737793
	Iteration 36F: 3 clusters Score -5455880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -327190.187500 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -327190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -323964.968750 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -323965 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -324580.406250 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -324580.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -324723.531250 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -324723.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -324796.250000 Penalty: 3955.026855
	Iteration 3Q: 3 clusters Score -324796.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -324855.968750 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -324856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -324907.406250 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -324907.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324945.968750 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -324946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -324968.406250 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -324968.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -324985.000000 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -324985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -324996.968750 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -324997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -325002.187500 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -325002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -325006.343750 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -325006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -325007.718750 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -325007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -325008.781250 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -325008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -325011.156250 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -325011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -325014.843750 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -325014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -325016.843750 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -325016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -325018.531250 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -325018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -325019.375000 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -325019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -325019.937500 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -325019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -325019.937500 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -325019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32506.113281 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32506.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32698.507812 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32698.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32744.843750 Penalty: 2946.324951
	Iteration 2Q: 3 clusters Score -32744.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32754.064453 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32754.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32756.222656 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32756.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32756.222656 Penalty: 2946.324951
	Iteration 5F: 3 clusters Score -32756.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -785551.125000 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -785551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -779703.937500 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -779703.9 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -781236.625000 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -781236.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -781500.375000 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -781500.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -781695.625000 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -781695.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -781890.187500 Penalty: 4396.212891
	Iteration 4Q: 3 clusters Score -781890.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -782060.250000 Penalty: 4396.212891
	Iteration 5Q: 3 clusters Score -782060.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -782245.562500 Penalty: 4396.212891
	Iteration 6Q: 3 clusters Score -782245.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -782443.500000 Penalty: 4396.212891
	Iteration 7Q: 3 clusters Score -782443.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -782641.750000 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -782641.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -782809.250000 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -782809.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -782994.437500 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -782994.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -783170.187500 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -783170.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -783302.562500 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -783302.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -783406.687500 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -783406.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -783460.375000 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -783460.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -783489.250000 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -783489.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -783513.812500 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -783513.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -783532.500000 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -783532.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -783557.375000 Penalty: 4396.212891
	Iteration 18Q: 3 clusters Score -783557.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -783572.812500 Penalty: 4396.212891
	Iteration 19Q: 3 clusters Score -783572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -783581.375000 Penalty: 4396.212891
	Iteration 20F: 3 clusters Score -783581.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -783590.750000 Penalty: 4396.212891
	Iteration 21Q: 3 clusters Score -783590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -783599.312500 Penalty: 4396.212891
	Iteration 22Q: 3 clusters Score -783599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -783606.000000 Penalty: 4396.212891
	Iteration 23Q: 3 clusters Score -783606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -783620.250000 Penalty: 4396.212891
	Iteration 24Q: 3 clusters Score -783620.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -783626.875000 Penalty: 4396.212891
	Iteration 25Q: 3 clusters Score -783626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -783631.687500 Penalty: 4396.212891
	Iteration 26Q: 3 clusters Score -783631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -783636.000000 Penalty: 4396.212891
	Iteration 27Q: 3 clusters Score -783636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -783641.625000 Penalty: 4396.212891
	Iteration 28Q: 3 clusters Score -783641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -783648.875000 Penalty: 4396.212891
	Iteration 29Q: 3 clusters Score -783648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -783655.250000 Penalty: 4396.212891
	Iteration 30Q: 3 clusters Score -783655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -783659.562500 Penalty: 4396.212891
	Iteration 31Q: 3 clusters Score -783659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -783659.750000 Penalty: 4396.212891
	Iteration 32Q: 3 clusters Score -783659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -783662.625000 Penalty: 4396.212891
	Iteration 33Q: 3 clusters Score -783662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -783663.375000 Penalty: 4396.212891
	Iteration 34Q: 3 clusters Score -783663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -783663.375000 Penalty: 4396.212891
	Iteration 35F: 3 clusters Score -783663.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Entering Unmasked Estep 
Score: -1948641.500000 Penalty: 2413.635986
	Iteration 0F: 2 clusters Score -1948642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1936528.250000 Penalty: 4827.271973
	Iteration 0F: 3 clusters Score -1936528 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1940339.625000 Penalty: 4827.271973
	Iteration 1F: 3 clusters Score -1940340 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1940638.625000 Penalty: 4827.271973
	Iteration 2F: 3 clusters Score -1940639 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1940874.875000 Penalty: 4827.271973
	Iteration 3Q: 3 clusters Score -1940875 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1941074.500000 Penalty: 4827.271973
	Iteration 4Q: 3 clusters Score -1941074 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1941230.125000 Penalty: 4827.271973
	Iteration 5Q: 3 clusters Score -1941230 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1941342.375000 Penalty: 4827.271973
	Iteration 6Q: 3 clusters Score -1941342 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1941443.875000 Penalty: 4827.271973
	Iteration 7Q: 3 clusters Score -1941444 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1941534.500000 Penalty: 4827.271973
	Iteration 8Q: 3 clusters Score -1941534 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1941607.625000 Penalty: 4827.271973
	Iteration 9Q: 3 clusters Score -1941608 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1941678.875000 Penalty: 4827.271973
	Iteration 10Q: 3 clusters Score -1941679 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1941749.125000 Penalty: 4827.271973
	Iteration 11Q: 3 clusters Score -1941749 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1941833.000000 Penalty: 4827.271973
	Iteration 12Q: 3 clusters Score -1941833 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1941916.250000 Penalty: 4827.271973
	Iteration 13Q: 3 clusters Score -1941916 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1942006.250000 Penalty: 4827.271973
	Iteration 14Q: 3 clusters Score -1942006 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1942128.625000 Penalty: 4827.271973
	Iteration 15Q: 3 clusters Score -1942129 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1942315.500000 Penalty: 4827.271973
	Iteration 16Q: 3 clusters Score -1942316 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1942559.625000 Penalty: 4827.271973
	Iteration 17Q: 3 clusters Score -1942560 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1942917.500000 Penalty: 4827.271973
	Iteration 18Q: 3 clusters Score -1942918 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1943371.125000 Penalty: 4827.271973
	Iteration 19Q: 3 clusters Score -1943371 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1943936.750000 Penalty: 4827.271973
	Iteration 20F: 3 clusters Score -1943937 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1944506.125000 Penalty: 4827.271973
	Iteration 21Q: 3 clusters Score -1944506 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1945036.750000 Penalty: 4827.271973
	Iteration 22Q: 3 clusters Score -1945037 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1945474.375000 Penalty: 4827.271973
	Iteration 23Q: 3 clusters Score -1945474 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1945804.500000 Penalty: 4827.271973
	Iteration 24Q: 3 clusters Score -1945804 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1946035.000000 Penalty: 4827.271973
	Iteration 25Q: 3 clusters Score -1946035 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1946187.750000 Penalty: 4827.271973
	Iteration 26Q: 3 clusters Score -1946188 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1946263.500000 Penalty: 4827.271973
	Iteration 27Q: 3 clusters Score -1946264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1946323.000000 Penalty: 4827.271973
	Iteration 28Q: 3 clusters Score -1946323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1946376.250000 Penalty: 4827.271973
	Iteration 29Q: 3 clusters Score -1946376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1946403.250000 Penalty: 4827.271973
	Iteration 30Q: 3 clusters Score -1946403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1946422.625000 Penalty: 4827.271973
	Iteration 31Q: 3 clusters Score -1946423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1946441.500000 Penalty: 4827.271973
	Iteration 32Q: 3 clusters Score -1946442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1946463.500000 Penalty: 4827.271973
	Iteration 33Q: 3 clusters Score -1946464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1946481.125000 Penalty: 4827.271973
	Iteration 34Q: 3 clusters Score -1946481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1946488.875000 Penalty: 4827.271973
	Iteration 35Q: 3 clusters Score -1946489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1946496.750000 Penalty: 4827.271973
	Iteration 36Q: 3 clusters Score -1946497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1946502.875000 Penalty: 4827.271973
	Iteration 37Q: 3 clusters Score -1946503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1946518.125000 Penalty: 4827.271973
	Iteration 38Q: 3 clusters Score -1946518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1946528.750000 Penalty: 4827.271973
	Iteration 39Q: 3 clusters Score -1946529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1946530.000000 Penalty: 4827.271973
	Iteration 40F: 3 clusters Score -1946530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1946533.500000 Penalty: 4827.271973
	Iteration 41Q: 3 clusters Score -1946534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1946535.125000 Penalty: 4827.271973
	Iteration 42Q: 3 clusters Score -1946535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1946533.750000 Penalty: 4827.271973
	Iteration 43Q: 3 clusters Score -1946534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1946537.125000 Penalty: 4827.271973
	Iteration 44Q: 3 clusters Score -1946537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1946537.625000 Penalty: 4827.271973
	Iteration 45Q: 3 clusters Score -1946538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1946537.625000 Penalty: 4827.271973
	Iteration 46F: 3 clusters Score -1946538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (135108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135108 members 
Entering Unmasked Estep 
Score: -15307445.000000 Penalty: 2929.829590
	Iteration 0F: 2 clusters Score -1.530744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -15216966.000000 Penalty: 5859.659180
	Iteration 0F: 3 clusters Score -1.521697e+07 nChanged 64356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -15254025.000000 Penalty: 5859.659180
	Iteration 1F: 3 clusters Score -1.525402e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -15255267.000000 Penalty: 5859.659180
	Iteration 2Q: 3 clusters Score -1.525527e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -15256940.000000 Penalty: 5859.659180
	Iteration 3Q: 3 clusters Score -1.525694e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -15259379.000000 Penalty: 5859.659180
	Iteration 4Q: 3 clusters Score -1.525938e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -15262653.000000 Penalty: 5859.659180
	Iteration 5Q: 3 clusters Score -1.526265e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -15266629.000000 Penalty: 5859.659180
	Iteration 6F: 3 clusters Score -1.526663e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -15270673.000000 Penalty: 5859.659180
	Iteration 7F: 3 clusters Score -1.527067e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -15274827.000000 Penalty: 5859.659180
	Iteration 8F: 3 clusters Score -1.527483e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -15278744.000000 Penalty: 5859.659180
	Iteration 9F: 3 clusters Score -1.527874e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -15283281.000000 Penalty: 5859.659180
	Iteration 10Q: 3 clusters Score -1.528328e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -15287797.000000 Penalty: 5859.659180
	Iteration 11Q: 3 clusters Score -1.52878e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 103042 members 
Entering Unmasked Estep 
Score: -15291289.000000 Penalty: 5859.659180
	Iteration 12Q: 3 clusters Score -1.529129e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -15293067.000000 Penalty: 5859.659180
	Iteration 13Q: 3 clusters Score -1.529307e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -15294145.000000 Penalty: 5859.659180
	Iteration 14Q: 3 clusters Score -1.529414e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 109254 members 
Entering Unmasked Estep 
Score: -15294941.000000 Penalty: 5859.659180
	Iteration 15Q: 3 clusters Score -1.529494e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -15295565.000000 Penalty: 5859.659180
	Iteration 16Q: 3 clusters Score -1.529556e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -15296284.000000 Penalty: 5859.659180
	Iteration 17Q: 3 clusters Score -1.529628e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -15296896.000000 Penalty: 5859.659180
	Iteration 18Q: 3 clusters Score -1.52969e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -15297553.000000 Penalty: 5859.659180
	Iteration 19Q: 3 clusters Score -1.529755e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -15298161.000000 Penalty: 5859.659180
	Iteration 20F: 3 clusters Score -1.529816e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 120044 members 
Entering Unmasked Estep 
Score: -15298787.000000 Penalty: 5859.659180
	Iteration 21Q: 3 clusters Score -1.529879e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 121667 members 
Entering Unmasked Estep 
Score: -15299404.000000 Penalty: 5859.659180
	Iteration 22Q: 3 clusters Score -1.52994e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -15300091.000000 Penalty: 5859.659180
	Iteration 23Q: 3 clusters Score -1.530009e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -15300643.000000 Penalty: 5859.659180
	Iteration 24Q: 3 clusters Score -1.530064e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 126017 members 
Entering Unmasked Estep 
Score: -15301219.000000 Penalty: 5859.659180
	Iteration 25Q: 3 clusters Score -1.530122e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -15301710.000000 Penalty: 5859.659180
	Iteration 26Q: 3 clusters Score -1.530171e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 128373 members 
Entering Unmasked Estep 
Score: -15302213.000000 Penalty: 5859.659180
	Iteration 27Q: 3 clusters Score -1.530221e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 129330 members 
Entering Unmasked Estep 
Score: -15302728.000000 Penalty: 5859.659180
	Iteration 28Q: 3 clusters Score -1.530273e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -15303154.000000 Penalty: 5859.659180
	Iteration 29Q: 3 clusters Score -1.530315e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -15303489.000000 Penalty: 5859.659180
	Iteration 30Q: 3 clusters Score -1.530349e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 131458 members 
Entering Unmasked Estep 
Score: -15303829.000000 Penalty: 5859.659180
	Iteration 31Q: 3 clusters Score -1.530383e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -15303993.000000 Penalty: 5859.659180
	Iteration 32Q: 3 clusters Score -1.530399e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -15304181.000000 Penalty: 5859.659180
	Iteration 33Q: 3 clusters Score -1.530418e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 132709 members 
Entering Unmasked Estep 
Score: -15304321.000000 Penalty: 5859.659180
	Iteration 34Q: 3 clusters Score -1.530432e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 132980 members 
Entering Unmasked Estep 
Score: -15304468.000000 Penalty: 5859.659180
	Iteration 35Q: 3 clusters Score -1.530447e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 133163 members 
Entering Unmasked Estep 
Score: -15304546.000000 Penalty: 5859.659180
	Iteration 36Q: 3 clusters Score -1.530455e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -15304598.000000 Penalty: 5859.659180
	Iteration 37Q: 3 clusters Score -1.53046e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 133451 members 
Entering Unmasked Estep 
Score: -15304660.000000 Penalty: 5859.659180
	Iteration 38Q: 3 clusters Score -1.530466e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 133566 members 
Entering Unmasked Estep 
Score: -15304704.000000 Penalty: 5859.659180
	Iteration 39Q: 3 clusters Score -1.53047e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 133671 members 
Entering Unmasked Estep 
Score: -15304737.000000 Penalty: 5859.659180
	Iteration 40F: 3 clusters Score -1.530474e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -15304773.000000 Penalty: 5859.659180
	Iteration 41Q: 3 clusters Score -1.530477e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 133823 members 
Entering Unmasked Estep 
Score: -15304789.000000 Penalty: 5859.659180
	Iteration 42Q: 3 clusters Score -1.530479e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 133883 members 
Entering Unmasked Estep 
Score: -15304846.000000 Penalty: 5859.659180
	Iteration 43Q: 3 clusters Score -1.530485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 133927 members 
Entering Unmasked Estep 
Score: -15304869.000000 Penalty: 5859.659180
	Iteration 44Q: 3 clusters Score -1.530487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 133960 members 
Entering Unmasked Estep 
Score: -15304887.000000 Penalty: 5859.659180
	Iteration 45Q: 3 clusters Score -1.530489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 133993 members 
Entering Unmasked Estep 
Score: -15304886.000000 Penalty: 5859.659180
	Iteration 46Q: 3 clusters Score -1.530489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 134015 members 
Entering Unmasked Estep 
Score: -15304899.000000 Penalty: 5859.659180
	Iteration 47Q: 3 clusters Score -1.53049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -15304905.000000 Penalty: 5859.659180
	Iteration 48Q: 3 clusters Score -1.53049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 134050 members 
Entering Unmasked Estep 
Score: -15304925.000000 Penalty: 5859.659180
	Iteration 49Q: 3 clusters Score -1.530492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -15304932.000000 Penalty: 5859.659180
	Iteration 50Q: 3 clusters Score -1.530493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -15304936.000000 Penalty: 5859.659180
	Iteration 51Q: 3 clusters Score -1.530494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 134090 members 
Entering Unmasked Estep 
Score: -15304939.000000 Penalty: 5859.659180
	Iteration 52Q: 3 clusters Score -1.530494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 134099 members 
Entering Unmasked Estep 
Score: -15304943.000000 Penalty: 5859.659180
	Iteration 53Q: 3 clusters Score -1.530494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -15304947.000000 Penalty: 5859.659180
	Iteration 54Q: 3 clusters Score -1.530495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
Score: -15304951.000000 Penalty: 5859.659180
	Iteration 55Q: 3 clusters Score -1.530495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -15304969.000000 Penalty: 5859.659180
	Iteration 56Q: 3 clusters Score -1.530497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -15304969.000000 Penalty: 5859.659180
	Iteration 57Q: 3 clusters Score -1.530497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 134146 members 
Entering Unmasked Estep 
Score: -15304989.000000 Penalty: 5859.659180
	Iteration 58Q: 3 clusters Score -1.530499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -15304986.000000 Penalty: 5859.659180
	Iteration 59Q: 3 clusters Score -1.530499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -15305000.000000 Penalty: 5859.659180
	Iteration 60F: 3 clusters Score -1.5305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -15305003.000000 Penalty: 5859.659180
	Iteration 61Q: 3 clusters Score -1.5305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -15305022.000000 Penalty: 5859.659180
	Iteration 62Q: 3 clusters Score -1.530502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -15305029.000000 Penalty: 5859.659180
	Iteration 63Q: 3 clusters Score -1.530503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -15305033.000000 Penalty: 5859.659180
	Iteration 64Q: 3 clusters Score -1.530503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 134193 members 
Entering Unmasked Estep 
Score: -15305025.000000 Penalty: 5859.659180
	Iteration 65Q: 3 clusters Score -1.530502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 134193 members 
Entering Unmasked Estep 
Score: -15305016.000000 Penalty: 5859.659180
	Iteration 66Q: 3 clusters Score -1.530502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 134193 members 
Entering Unmasked Estep 
Score: -15305016.000000 Penalty: 5859.659180
	Iteration 67F: 3 clusters Score -1.530502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Entering Unmasked Estep 
Score: -4077195.250000 Penalty: 2624.908447
	Iteration 0F: 2 clusters Score -4077195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4050299.500000 Penalty: 5249.816895
	Iteration 0F: 3 clusters Score -4050300 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4060382.500000 Penalty: 5249.816895
	Iteration 1F: 3 clusters Score -4060382 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4061566.500000 Penalty: 5249.816895
	Iteration 2F: 3 clusters Score -4061566 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4063403.500000 Penalty: 5249.816895
	Iteration 3F: 3 clusters Score -4063404 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -4065374.000000 Penalty: 5249.816895
	Iteration 4F: 3 clusters Score -4065374 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -4067192.500000 Penalty: 5249.816895
	Iteration 5F: 3 clusters Score -4067192 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4068881.500000 Penalty: 5249.816895
	Iteration 6F: 3 clusters Score -4068882 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4070495.500000 Penalty: 5249.816895
	Iteration 7F: 3 clusters Score -4070496 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4072148.500000 Penalty: 5249.816895
	Iteration 8F: 3 clusters Score -4072148 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4073696.250000 Penalty: 5249.816895
	Iteration 9Q: 3 clusters Score -4073696 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4074889.500000 Penalty: 5249.816895
	Iteration 10Q: 3 clusters Score -4074890 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4075738.000000 Penalty: 5249.816895
	Iteration 11Q: 3 clusters Score -4075738 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4076377.000000 Penalty: 5249.816895
	Iteration 12Q: 3 clusters Score -4076377 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4076807.250000 Penalty: 5249.816895
	Iteration 13Q: 3 clusters Score -4076807 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4077109.500000 Penalty: 5249.816895
	Iteration 14Q: 3 clusters Score -4077110 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4077268.500000 Penalty: 5249.816895
	Iteration 15Q: 3 clusters Score -4077268 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -4077430.750000 Penalty: 5249.816895
	Iteration 16Q: 3 clusters Score -4077431 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4077515.000000 Penalty: 5249.816895
	Iteration 17Q: 3 clusters Score -4077515 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4077604.250000 Penalty: 5249.816895
	Iteration 18Q: 3 clusters Score -4077604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4077657.500000 Penalty: 5249.816895
	Iteration 19Q: 3 clusters Score -4077658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -4077706.000000 Penalty: 5249.816895
	Iteration 20F: 3 clusters Score -4077706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4077735.750000 Penalty: 5249.816895
	Iteration 21Q: 3 clusters Score -4077736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -4077765.000000 Penalty: 5249.816895
	Iteration 22Q: 3 clusters Score -4077765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4077794.500000 Penalty: 5249.816895
	Iteration 23Q: 3 clusters Score -4077794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4077812.000000 Penalty: 5249.816895
	Iteration 24Q: 3 clusters Score -4077812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -4077823.500000 Penalty: 5249.816895
	Iteration 25Q: 3 clusters Score -4077824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -4077842.500000 Penalty: 5249.816895
	Iteration 26Q: 3 clusters Score -4077842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -4077864.750000 Penalty: 5249.816895
	Iteration 27Q: 3 clusters Score -4077865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -4077875.750000 Penalty: 5249.816895
	Iteration 28Q: 3 clusters Score -4077876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4077897.250000 Penalty: 5249.816895
	Iteration 29Q: 3 clusters Score -4077897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4077920.500000 Penalty: 5249.816895
	Iteration 30Q: 3 clusters Score -4077920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4077941.000000 Penalty: 5249.816895
	Iteration 31Q: 3 clusters Score -4077941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -4077949.500000 Penalty: 5249.816895
	Iteration 32Q: 3 clusters Score -4077950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4077957.000000 Penalty: 5249.816895
	Iteration 33Q: 3 clusters Score -4077957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -4077966.250000 Penalty: 5249.816895
	Iteration 34Q: 3 clusters Score -4077966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4077967.500000 Penalty: 5249.816895
	Iteration 35Q: 3 clusters Score -4077968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4077967.500000 Penalty: 5249.816895
	Iteration 36F: 3 clusters Score -4077968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300385 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 38521 members 
Entering Unmasked Estep 
Score: -110931032.000000 Penalty: 140607.781250
Splitting cluster 10 changes total score from -110930968.000000 to -110931032.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -320271.625000 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -320271.6 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 1589 members 
Entering Unmasked Estep 
Score: -316920.593750 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -316920.6 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -317761.500000 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -317761.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -318097.906250 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -318097.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -318384.343750 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -318384.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -318642.812500 Penalty: 4007.336914
	Iteration 4F: 3 clusters Score -318642.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -318850.843750 Penalty: 4007.336914
	Iteration 5F: 3 clusters Score -318850.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -318978.093750 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -318978.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -319074.687500 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -319074.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -319157.062500 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -319157.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -319194.218750 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -319194.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -319215.625000 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -319215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -319225.218750 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -319225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -319230.625000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -319230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -319239.343750 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -319239.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -319246.718750 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -319246.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -319254.250000 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -319254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -319257.687500 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -319257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -319259.687500 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -319259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -319261.218750 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -319261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319261.406250 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -319261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -319262.218750 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -319262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -319262.968750 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -319263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -319263.375000 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -319263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -319263.750000 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -319263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -319263.937500 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -319263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -319263.937500 Penalty: 4007.336914
	Iteration 25F: 3 clusters Score -319263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Entering Unmasked Estep 
Score: -1574524.750000 Penalty: 2370.234863
	Iteration 0F: 2 clusters Score -1574525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1564275.375000 Penalty: 4740.469727
	Iteration 0F: 3 clusters Score -1564275 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1567503.875000 Penalty: 4740.469727
	Iteration 1F: 3 clusters Score -1567504 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1568061.250000 Penalty: 4740.469727
	Iteration 2F: 3 clusters Score -1568061 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1568656.125000 Penalty: 4740.469727
	Iteration 3F: 3 clusters Score -1568656 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1569286.625000 Penalty: 4740.469727
	Iteration 4F: 3 clusters Score -1569287 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1569975.000000 Penalty: 4740.469727
	Iteration 5F: 3 clusters Score -1569975 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1570650.500000 Penalty: 4740.469727
	Iteration 6F: 3 clusters Score -1570650 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1571196.000000 Penalty: 4740.469727
	Iteration 7F: 3 clusters Score -1571196 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1571666.250000 Penalty: 4740.469727
	Iteration 8Q: 3 clusters Score -1571666 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1572050.250000 Penalty: 4740.469727
	Iteration 9Q: 3 clusters Score -1572050 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1572327.125000 Penalty: 4740.469727
	Iteration 10Q: 3 clusters Score -1572327 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1572506.125000 Penalty: 4740.469727
	Iteration 11Q: 3 clusters Score -1572506 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1572622.125000 Penalty: 4740.469727
	Iteration 12Q: 3 clusters Score -1572622 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1572710.125000 Penalty: 4740.469727
	Iteration 13Q: 3 clusters Score -1572710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1572784.375000 Penalty: 4740.469727
	Iteration 14Q: 3 clusters Score -1572784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1572856.750000 Penalty: 4740.469727
	Iteration 15Q: 3 clusters Score -1572857 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1572898.875000 Penalty: 4740.469727
	Iteration 16Q: 3 clusters Score -1572899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1572929.000000 Penalty: 4740.469727
	Iteration 17Q: 3 clusters Score -1572929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1572937.875000 Penalty: 4740.469727
	Iteration 18Q: 3 clusters Score -1572938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1572946.500000 Penalty: 4740.469727
	Iteration 19Q: 3 clusters Score -1572946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1572953.750000 Penalty: 4740.469727
	Iteration 20F: 3 clusters Score -1572954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1572959.000000 Penalty: 4740.469727
	Iteration 21Q: 3 clusters Score -1572959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1572961.750000 Penalty: 4740.469727
	Iteration 22Q: 3 clusters Score -1572962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1572965.375000 Penalty: 4740.469727
	Iteration 23Q: 3 clusters Score -1572965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1572965.375000 Penalty: 4740.469727
	Iteration 24Q: 3 clusters Score -1572965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1572967.625000 Penalty: 4740.469727
	Iteration 25Q: 3 clusters Score -1572968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1572967.625000 Penalty: 4740.469727
	Iteration 26Q: 3 clusters Score -1572968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1572968.500000 Penalty: 4740.469727
	Iteration 27Q: 3 clusters Score -1572968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1572970.250000 Penalty: 4740.469727
	Iteration 28Q: 3 clusters Score -1572970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1572970.250000 Penalty: 4740.469727
	Iteration 29F: 3 clusters Score -1572970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Entering Unmasked Estep 
Score: -1791099.250000 Penalty: 2404.417725
	Iteration 0F: 2 clusters Score -1791099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1779490.375000 Penalty: 4808.835449
	Iteration 0F: 3 clusters Score -1779490 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1783279.375000 Penalty: 4808.835449
	Iteration 1F: 3 clusters Score -1783279 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1783848.625000 Penalty: 4808.835449
	Iteration 2F: 3 clusters Score -1783849 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1784292.875000 Penalty: 4808.835449
	Iteration 3F: 3 clusters Score -1784293 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1784630.875000 Penalty: 4808.835449
	Iteration 4F: 3 clusters Score -1784631 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1784915.625000 Penalty: 4808.835449
	Iteration 5Q: 3 clusters Score -1784916 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1785206.875000 Penalty: 4808.835449
	Iteration 6Q: 3 clusters Score -1785207 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1785497.125000 Penalty: 4808.835449
	Iteration 7Q: 3 clusters Score -1785497 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1785825.875000 Penalty: 4808.835449
	Iteration 8Q: 3 clusters Score -1785826 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1786168.000000 Penalty: 4808.835449
	Iteration 9Q: 3 clusters Score -1786168 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1786485.250000 Penalty: 4808.835449
	Iteration 10Q: 3 clusters Score -1786485 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1786769.000000 Penalty: 4808.835449
	Iteration 11Q: 3 clusters Score -1786769 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1787043.250000 Penalty: 4808.835449
	Iteration 12Q: 3 clusters Score -1787043 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1787361.125000 Penalty: 4808.835449
	Iteration 13Q: 3 clusters Score -1787361 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1787647.750000 Penalty: 4808.835449
	Iteration 14Q: 3 clusters Score -1787648 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1787881.250000 Penalty: 4808.835449
	Iteration 15Q: 3 clusters Score -1787881 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1788124.875000 Penalty: 4808.835449
	Iteration 16Q: 3 clusters Score -1788125 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1788306.000000 Penalty: 4808.835449
	Iteration 17Q: 3 clusters Score -1788306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1788449.500000 Penalty: 4808.835449
	Iteration 18Q: 3 clusters Score -1788450 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1788539.375000 Penalty: 4808.835449
	Iteration 19Q: 3 clusters Score -1788539 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1788626.250000 Penalty: 4808.835449
	Iteration 20F: 3 clusters Score -1788626 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1788682.750000 Penalty: 4808.835449
	Iteration 21Q: 3 clusters Score -1788683 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1788744.750000 Penalty: 4808.835449
	Iteration 22Q: 3 clusters Score -1788745 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1788799.500000 Penalty: 4808.835449
	Iteration 23Q: 3 clusters Score -1788800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1788843.625000 Penalty: 4808.835449
	Iteration 24Q: 3 clusters Score -1788844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1788885.625000 Penalty: 4808.835449
	Iteration 25Q: 3 clusters Score -1788886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1788935.875000 Penalty: 4808.835449
	Iteration 26Q: 3 clusters Score -1788936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1788972.750000 Penalty: 4808.835449
	Iteration 27Q: 3 clusters Score -1788973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1789021.375000 Penalty: 4808.835449
	Iteration 28Q: 3 clusters Score -1789021 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1789070.750000 Penalty: 4808.835449
	Iteration 29Q: 3 clusters Score -1789071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1789122.500000 Penalty: 4808.835449
	Iteration 30Q: 3 clusters Score -1789122 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1789168.500000 Penalty: 4808.835449
	Iteration 31Q: 3 clusters Score -1789168 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1789223.375000 Penalty: 4808.835449
	Iteration 32Q: 3 clusters Score -1789223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1789295.000000 Penalty: 4808.835449
	Iteration 33Q: 3 clusters Score -1789295 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1789361.500000 Penalty: 4808.835449
	Iteration 34Q: 3 clusters Score -1789362 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1789442.375000 Penalty: 4808.835449
	Iteration 35Q: 3 clusters Score -1789442 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1789545.000000 Penalty: 4808.835449
	Iteration 36Q: 3 clusters Score -1789545 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1789672.500000 Penalty: 4808.835449
	Iteration 37Q: 3 clusters Score -1789672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1789785.375000 Penalty: 4808.835449
	Iteration 38Q: 3 clusters Score -1789785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1789888.500000 Penalty: 4808.835449
	Iteration 39Q: 3 clusters Score -1789888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1789988.000000 Penalty: 4808.835449
	Iteration 40F: 3 clusters Score -1789988 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1790077.250000 Penalty: 4808.835449
	Iteration 41Q: 3 clusters Score -1790077 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1790136.375000 Penalty: 4808.835449
	Iteration 42Q: 3 clusters Score -1790136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1790184.125000 Penalty: 4808.835449
	Iteration 43Q: 3 clusters Score -1790184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1790218.125000 Penalty: 4808.835449
	Iteration 44Q: 3 clusters Score -1790218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1790240.375000 Penalty: 4808.835449
	Iteration 45Q: 3 clusters Score -1790240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1790249.375000 Penalty: 4808.835449
	Iteration 46Q: 3 clusters Score -1790249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1790257.875000 Penalty: 4808.835449
	Iteration 47Q: 3 clusters Score -1790258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1790269.375000 Penalty: 4808.835449
	Iteration 48Q: 3 clusters Score -1790269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1790276.875000 Penalty: 4808.835449
	Iteration 49Q: 3 clusters Score -1790277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1790281.500000 Penalty: 4808.835449
	Iteration 50Q: 3 clusters Score -1790282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1790284.250000 Penalty: 4808.835449
	Iteration 51Q: 3 clusters Score -1790284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1790281.750000 Penalty: 4808.835449
	Iteration 52Q: 3 clusters Score -1790282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1790285.875000 Penalty: 4808.835449
	Iteration 53Q: 3 clusters Score -1790286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1790283.500000 Penalty: 4808.835449
	Iteration 54Q: 3 clusters Score -1790284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1790288.750000 Penalty: 4808.835449
	Iteration 55Q: 3 clusters Score -1790289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1790285.125000 Penalty: 4808.835449
	Iteration 56Q: 3 clusters Score -1790285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1790289.000000 Penalty: 4808.835449
	Iteration 57Q: 3 clusters Score -1790289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1790290.875000 Penalty: 4808.835449
	Iteration 58Q: 3 clusters Score -1790291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1790292.875000 Penalty: 4808.835449
	Iteration 59Q: 3 clusters Score -1790293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1790293.125000 Penalty: 4808.835449
	Iteration 60F: 3 clusters Score -1790293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1790295.375000 Penalty: 4808.835449
	Iteration 61Q: 3 clusters Score -1790295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1790295.000000 Penalty: 4808.835449
	Iteration 62Q: 3 clusters Score -1790295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1790294.625000 Penalty: 4808.835449
	Iteration 63Q: 3 clusters Score -1790295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1790295.750000 Penalty: 4808.835449
	Iteration 64Q: 3 clusters Score -1790296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1790295.500000 Penalty: 4808.835449
	Iteration 65Q: 3 clusters Score -1790296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1790296.625000 Penalty: 4808.835449
	Iteration 66Q: 3 clusters Score -1790297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1790299.000000 Penalty: 4808.835449
	Iteration 67Q: 3 clusters Score -1790299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1790296.500000 Penalty: 4808.835449
	Iteration 68Q: 3 clusters Score -1790296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1790298.875000 Penalty: 4808.835449
	Iteration 69Q: 3 clusters Score -1790299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1790299.625000 Penalty: 4808.835449
	Iteration 70Q: 3 clusters Score -1790300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1790299.625000 Penalty: 4808.835449
	Iteration 71F: 3 clusters Score -1790300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Entering Unmasked Estep 
Score: -1695852.375000 Penalty: 2381.625244
	Iteration 0F: 2 clusters Score -1695852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1685064.875000 Penalty: 4763.250488
	Iteration 0F: 3 clusters Score -1685065 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1688540.625000 Penalty: 4763.250488
	Iteration 1F: 3 clusters Score -1688541 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1688952.375000 Penalty: 4763.250488
	Iteration 2F: 3 clusters Score -1688952 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1689268.250000 Penalty: 4763.250488
	Iteration 3Q: 3 clusters Score -1689268 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1689546.875000 Penalty: 4763.250488
	Iteration 4Q: 3 clusters Score -1689547 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1689821.750000 Penalty: 4763.250488
	Iteration 5Q: 3 clusters Score -1689822 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1690082.375000 Penalty: 4763.250488
	Iteration 6Q: 3 clusters Score -1690082 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1690351.750000 Penalty: 4763.250488
	Iteration 7Q: 3 clusters Score -1690352 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1690629.375000 Penalty: 4763.250488
	Iteration 8Q: 3 clusters Score -1690629 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1690958.000000 Penalty: 4763.250488
	Iteration 9Q: 3 clusters Score -1690958 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1691253.875000 Penalty: 4763.250488
	Iteration 10Q: 3 clusters Score -1691254 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1691488.000000 Penalty: 4763.250488
	Iteration 11Q: 3 clusters Score -1691488 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1691718.375000 Penalty: 4763.250488
	Iteration 12Q: 3 clusters Score -1691718 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1691924.500000 Penalty: 4763.250488
	Iteration 13Q: 3 clusters Score -1691924 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1692101.500000 Penalty: 4763.250488
	Iteration 14Q: 3 clusters Score -1692102 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1692222.375000 Penalty: 4763.250488
	Iteration 15Q: 3 clusters Score -1692222 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1692323.250000 Penalty: 4763.250488
	Iteration 16Q: 3 clusters Score -1692323 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1692417.625000 Penalty: 4763.250488
	Iteration 17Q: 3 clusters Score -1692418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1692496.500000 Penalty: 4763.250488
	Iteration 18Q: 3 clusters Score -1692496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1692586.125000 Penalty: 4763.250488
	Iteration 19Q: 3 clusters Score -1692586 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1692677.125000 Penalty: 4763.250488
	Iteration 20F: 3 clusters Score -1692677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1692749.375000 Penalty: 4763.250488
	Iteration 21Q: 3 clusters Score -1692749 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1692821.375000 Penalty: 4763.250488
	Iteration 22Q: 3 clusters Score -1692821 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1692891.125000 Penalty: 4763.250488
	Iteration 23Q: 3 clusters Score -1692891 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1692958.000000 Penalty: 4763.250488
	Iteration 24Q: 3 clusters Score -1692958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1693010.250000 Penalty: 4763.250488
	Iteration 25Q: 3 clusters Score -1693010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1693080.000000 Penalty: 4763.250488
	Iteration 26Q: 3 clusters Score -1693080 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1693151.375000 Penalty: 4763.250488
	Iteration 27Q: 3 clusters Score -1693151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1693210.250000 Penalty: 4763.250488
	Iteration 28Q: 3 clusters Score -1693210 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1693277.625000 Penalty: 4763.250488
	Iteration 29Q: 3 clusters Score -1693278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1693332.500000 Penalty: 4763.250488
	Iteration 30Q: 3 clusters Score -1693332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1693379.750000 Penalty: 4763.250488
	Iteration 31Q: 3 clusters Score -1693380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1693414.625000 Penalty: 4763.250488
	Iteration 32Q: 3 clusters Score -1693415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1693451.875000 Penalty: 4763.250488
	Iteration 33Q: 3 clusters Score -1693452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1693484.125000 Penalty: 4763.250488
	Iteration 34Q: 3 clusters Score -1693484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1693520.000000 Penalty: 4763.250488
	Iteration 35Q: 3 clusters Score -1693520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1693561.875000 Penalty: 4763.250488
	Iteration 36Q: 3 clusters Score -1693562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1693592.500000 Penalty: 4763.250488
	Iteration 37Q: 3 clusters Score -1693592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1693611.625000 Penalty: 4763.250488
	Iteration 38Q: 3 clusters Score -1693612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1693635.500000 Penalty: 4763.250488
	Iteration 39Q: 3 clusters Score -1693636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1693659.250000 Penalty: 4763.250488
	Iteration 40F: 3 clusters Score -1693659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1693690.750000 Penalty: 4763.250488
	Iteration 41Q: 3 clusters Score -1693691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1693706.750000 Penalty: 4763.250488
	Iteration 42Q: 3 clusters Score -1693707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1693723.250000 Penalty: 4763.250488
	Iteration 43Q: 3 clusters Score -1693723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1693736.750000 Penalty: 4763.250488
	Iteration 44Q: 3 clusters Score -1693737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1693746.500000 Penalty: 4763.250488
	Iteration 45Q: 3 clusters Score -1693746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1693757.000000 Penalty: 4763.250488
	Iteration 46Q: 3 clusters Score -1693757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1693771.500000 Penalty: 4763.250488
	Iteration 47Q: 3 clusters Score -1693772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1693782.750000 Penalty: 4763.250488
	Iteration 48Q: 3 clusters Score -1693783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1693800.625000 Penalty: 4763.250488
	Iteration 49Q: 3 clusters Score -1693801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1693818.750000 Penalty: 4763.250488
	Iteration 50Q: 3 clusters Score -1693819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1693829.875000 Penalty: 4763.250488
	Iteration 51Q: 3 clusters Score -1693830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1693841.125000 Penalty: 4763.250488
	Iteration 52Q: 3 clusters Score -1693841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1693850.875000 Penalty: 4763.250488
	Iteration 53Q: 3 clusters Score -1693851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1693854.125000 Penalty: 4763.250488
	Iteration 54Q: 3 clusters Score -1693854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1693855.125000 Penalty: 4763.250488
	Iteration 55Q: 3 clusters Score -1693855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1693856.250000 Penalty: 4763.250488
	Iteration 56Q: 3 clusters Score -1693856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1693854.125000 Penalty: 4763.250488
	Iteration 57Q: 3 clusters Score -1693854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1693853.125000 Penalty: 4763.250488
	Iteration 58Q: 3 clusters Score -1693853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1693852.375000 Penalty: 4763.250488
	Iteration 59Q: 3 clusters Score -1693852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1693853.750000 Penalty: 4763.250488
	Iteration 60F: 3 clusters Score -1693854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1693856.500000 Penalty: 4763.250488
	Iteration 61Q: 3 clusters Score -1693856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1693858.875000 Penalty: 4763.250488
	Iteration 62Q: 3 clusters Score -1693859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1693860.125000 Penalty: 4763.250488
	Iteration 63Q: 3 clusters Score -1693860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1693861.875000 Penalty: 4763.250488
	Iteration 64Q: 3 clusters Score -1693862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1693860.625000 Penalty: 4763.250488
	Iteration 65Q: 3 clusters Score -1693861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1693861.250000 Penalty: 4763.250488
	Iteration 66Q: 3 clusters Score -1693861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1693867.875000 Penalty: 4763.250488
	Iteration 67Q: 3 clusters Score -1693868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1693865.625000 Penalty: 4763.250488
	Iteration 68Q: 3 clusters Score -1693866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1693865.625000 Penalty: 4763.250488
	Iteration 69F: 3 clusters Score -1693866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Entering Unmasked Estep 
Score: -4255008.000000 Penalty: 2612.666504
	Iteration 0F: 2 clusters Score -4255008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4229509.500000 Penalty: 5225.333008
	Iteration 0F: 3 clusters Score -4229510 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4238985.500000 Penalty: 5225.333008
	Iteration 1F: 3 clusters Score -4238986 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4239789.500000 Penalty: 5225.333008
	Iteration 2F: 3 clusters Score -4239790 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4240613.500000 Penalty: 5225.333008
	Iteration 3F: 3 clusters Score -4240614 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4241528.000000 Penalty: 5225.333008
	Iteration 4F: 3 clusters Score -4241528 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4242563.500000 Penalty: 5225.333008
	Iteration 5F: 3 clusters Score -4242564 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4243754.000000 Penalty: 5225.333008
	Iteration 6F: 3 clusters Score -4243754 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4245246.500000 Penalty: 5225.333008
	Iteration 7F: 3 clusters Score -4245246 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4246833.500000 Penalty: 5225.333008
	Iteration 8F: 3 clusters Score -4246834 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -4248476.000000 Penalty: 5225.333008
	Iteration 9F: 3 clusters Score -4248476 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4249771.500000 Penalty: 5225.333008
	Iteration 10Q: 3 clusters Score -4249772 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4250619.000000 Penalty: 5225.333008
	Iteration 11Q: 3 clusters Score -4250619 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4251127.500000 Penalty: 5225.333008
	Iteration 12Q: 3 clusters Score -4251128 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4251523.000000 Penalty: 5225.333008
	Iteration 13Q: 3 clusters Score -4251523 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4251782.500000 Penalty: 5225.333008
	Iteration 14Q: 3 clusters Score -4251782 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4252049.000000 Penalty: 5225.333008
	Iteration 15Q: 3 clusters Score -4252049 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4252228.500000 Penalty: 5225.333008
	Iteration 16Q: 3 clusters Score -4252228 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4252427.500000 Penalty: 5225.333008
	Iteration 17Q: 3 clusters Score -4252428 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4252560.500000 Penalty: 5225.333008
	Iteration 18Q: 3 clusters Score -4252560 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4252690.500000 Penalty: 5225.333008
	Iteration 19Q: 3 clusters Score -4252690 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -4252812.000000 Penalty: 5225.333008
	Iteration 20F: 3 clusters Score -4252812 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4252921.000000 Penalty: 5225.333008
	Iteration 21Q: 3 clusters Score -4252921 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4253001.000000 Penalty: 5225.333008
	Iteration 22Q: 3 clusters Score -4253001 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4253126.500000 Penalty: 5225.333008
	Iteration 23Q: 3 clusters Score -4253126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4253202.500000 Penalty: 5225.333008
	Iteration 24Q: 3 clusters Score -4253202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4253250.500000 Penalty: 5225.333008
	Iteration 25Q: 3 clusters Score -4253250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4253315.500000 Penalty: 5225.333008
	Iteration 26Q: 3 clusters Score -4253316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4253371.500000 Penalty: 5225.333008
	Iteration 27Q: 3 clusters Score -4253372 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4253408.500000 Penalty: 5225.333008
	Iteration 28Q: 3 clusters Score -4253408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4253428.500000 Penalty: 5225.333008
	Iteration 29Q: 3 clusters Score -4253428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4253450.000000 Penalty: 5225.333008
	Iteration 30Q: 3 clusters Score -4253450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4253471.500000 Penalty: 5225.333008
	Iteration 31Q: 3 clusters Score -4253472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4253488.500000 Penalty: 5225.333008
	Iteration 32Q: 3 clusters Score -4253488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4253484.500000 Penalty: 5225.333008
	Iteration 33Q: 3 clusters Score -4253484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4253501.500000 Penalty: 5225.333008
	Iteration 34Q: 3 clusters Score -4253502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4253499.500000 Penalty: 5225.333008
	Iteration 35Q: 3 clusters Score -4253500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4253503.500000 Penalty: 5225.333008
	Iteration 36Q: 3 clusters Score -4253504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4253500.500000 Penalty: 5225.333008
	Iteration 37Q: 3 clusters Score -4253500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4253512.000000 Penalty: 5225.333008
	Iteration 38Q: 3 clusters Score -4253512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4253524.000000 Penalty: 5225.333008
	Iteration 39Q: 3 clusters Score -4253524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4253528.500000 Penalty: 5225.333008
	Iteration 40F: 3 clusters Score -4253528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4253534.000000 Penalty: 5225.333008
	Iteration 41Q: 3 clusters Score -4253534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4253530.500000 Penalty: 5225.333008
	Iteration 42Q: 3 clusters Score -4253530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4253527.000000 Penalty: 5225.333008
	Iteration 43Q: 3 clusters Score -4253527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4253521.500000 Penalty: 5225.333008
	Iteration 44Q: 3 clusters Score -4253522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4253521.500000 Penalty: 5225.333008
	Iteration 45Q: 3 clusters Score -4253522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4253527.000000 Penalty: 5225.333008
	Iteration 46Q: 3 clusters Score -4253527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4253523.000000 Penalty: 5225.333008
	Iteration 47Q: 3 clusters Score -4253523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4253522.500000 Penalty: 5225.333008
	Iteration 48Q: 3 clusters Score -4253522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4253527.500000 Penalty: 5225.333008
	Iteration 49Q: 3 clusters Score -4253528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4253523.500000 Penalty: 5225.333008
	Iteration 50Q: 3 clusters Score -4253524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4253521.500000 Penalty: 5225.333008
	Iteration 51Q: 3 clusters Score -4253522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4253525.000000 Penalty: 5225.333008
	Iteration 52Q: 3 clusters Score -4253525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4253530.000000 Penalty: 5225.333008
	Iteration 53Q: 3 clusters Score -4253530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4253527.000000 Penalty: 5225.333008
	Iteration 54Q: 3 clusters Score -4253527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4253527.000000 Penalty: 5225.333008
	Iteration 55F: 3 clusters Score -4253527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -129124.125000 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -129124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127082.476562 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -127082.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127399.867188 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -127399.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -127507.898438 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -127507.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127568.648438 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -127568.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127614.210938 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -127614.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127659.570312 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -127659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -127693.679688 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -127693.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -127724.906250 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -127724.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127754.265625 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -127754.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127767.148438 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -127767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -127784.906250 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -127784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127797.835938 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -127797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127807.789062 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -127807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127821.609375 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -127821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -127825.921875 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -127825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127831.109375 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -127831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127834.906250 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -127834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127839.890625 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -127839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127842.140625 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -127842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127846.000000 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -127846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127862.531250 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -127862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127869.570312 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -127869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127877.601562 Penalty: 3508.761963
	Iteration 22Q: 3 clusters Score -127877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127884.617188 Penalty: 3508.761963
	Iteration 23Q: 3 clusters Score -127884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127886.039062 Penalty: 3508.761963
	Iteration 24Q: 3 clusters Score -127886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127888.234375 Penalty: 3508.761963
	Iteration 25Q: 3 clusters Score -127888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127891.171875 Penalty: 3508.761963
	Iteration 26Q: 3 clusters Score -127891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127892.375000 Penalty: 3508.761963
	Iteration 27Q: 3 clusters Score -127892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127892.968750 Penalty: 3508.761963
	Iteration 28Q: 3 clusters Score -127893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127892.968750 Penalty: 3508.761963
	Iteration 29F: 3 clusters Score -127893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Entering Unmasked Estep 
Score: -1903789.625000 Penalty: 2409.989502
	Iteration 0F: 2 clusters Score -1903790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1891917.625000 Penalty: 4819.979004
	Iteration 0F: 3 clusters Score -1891918 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1895648.375000 Penalty: 4819.979004
	Iteration 1F: 3 clusters Score -1895648 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1895963.125000 Penalty: 4819.979004
	Iteration 2F: 3 clusters Score -1895963 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1896152.000000 Penalty: 4819.979004
	Iteration 3Q: 3 clusters Score -1896152 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1896305.125000 Penalty: 4819.979004
	Iteration 4Q: 3 clusters Score -1896305 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1896449.750000 Penalty: 4819.979004
	Iteration 5Q: 3 clusters Score -1896450 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1896581.750000 Penalty: 4819.979004
	Iteration 6Q: 3 clusters Score -1896582 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1896737.875000 Penalty: 4819.979004
	Iteration 7Q: 3 clusters Score -1896738 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1896900.000000 Penalty: 4819.979004
	Iteration 8Q: 3 clusters Score -1896900 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1897070.750000 Penalty: 4819.979004
	Iteration 9Q: 3 clusters Score -1897071 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1897265.750000 Penalty: 4819.979004
	Iteration 10Q: 3 clusters Score -1897266 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1897506.750000 Penalty: 4819.979004
	Iteration 11Q: 3 clusters Score -1897507 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1897799.875000 Penalty: 4819.979004
	Iteration 12Q: 3 clusters Score -1897800 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1898145.125000 Penalty: 4819.979004
	Iteration 13Q: 3 clusters Score -1898145 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1898570.250000 Penalty: 4819.979004
	Iteration 14Q: 3 clusters Score -1898570 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1899063.375000 Penalty: 4819.979004
	Iteration 15Q: 3 clusters Score -1899063 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1899572.375000 Penalty: 4819.979004
	Iteration 16Q: 3 clusters Score -1899572 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1900129.000000 Penalty: 4819.979004
	Iteration 17Q: 3 clusters Score -1900129 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1900590.750000 Penalty: 4819.979004
	Iteration 18Q: 3 clusters Score -1900591 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1900947.500000 Penalty: 4819.979004
	Iteration 19Q: 3 clusters Score -1900948 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1901184.750000 Penalty: 4819.979004
	Iteration 20F: 3 clusters Score -1901185 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1901342.750000 Penalty: 4819.979004
	Iteration 21Q: 3 clusters Score -1901343 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1901456.000000 Penalty: 4819.979004
	Iteration 22Q: 3 clusters Score -1901456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1901538.500000 Penalty: 4819.979004
	Iteration 23Q: 3 clusters Score -1901538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1901590.375000 Penalty: 4819.979004
	Iteration 24Q: 3 clusters Score -1901590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1901632.625000 Penalty: 4819.979004
	Iteration 25Q: 3 clusters Score -1901633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1901665.500000 Penalty: 4819.979004
	Iteration 26Q: 3 clusters Score -1901666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1901697.000000 Penalty: 4819.979004
	Iteration 27Q: 3 clusters Score -1901697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1901719.000000 Penalty: 4819.979004
	Iteration 28Q: 3 clusters Score -1901719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1901742.500000 Penalty: 4819.979004
	Iteration 29Q: 3 clusters Score -1901742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1901759.375000 Penalty: 4819.979004
	Iteration 30Q: 3 clusters Score -1901759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1901769.500000 Penalty: 4819.979004
	Iteration 31Q: 3 clusters Score -1901770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1901789.375000 Penalty: 4819.979004
	Iteration 32Q: 3 clusters Score -1901789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1901798.875000 Penalty: 4819.979004
	Iteration 33Q: 3 clusters Score -1901799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1901816.500000 Penalty: 4819.979004
	Iteration 34Q: 3 clusters Score -1901816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1901827.625000 Penalty: 4819.979004
	Iteration 35Q: 3 clusters Score -1901828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1901826.625000 Penalty: 4819.979004
	Iteration 36Q: 3 clusters Score -1901827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1901833.875000 Penalty: 4819.979004
	Iteration 37Q: 3 clusters Score -1901834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1901845.000000 Penalty: 4819.979004
	Iteration 38Q: 3 clusters Score -1901845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1901853.250000 Penalty: 4819.979004
	Iteration 39Q: 3 clusters Score -1901853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1901861.000000 Penalty: 4819.979004
	Iteration 40F: 3 clusters Score -1901861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1901868.250000 Penalty: 4819.979004
	Iteration 41Q: 3 clusters Score -1901868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1901870.625000 Penalty: 4819.979004
	Iteration 42Q: 3 clusters Score -1901871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1901872.125000 Penalty: 4819.979004
	Iteration 43Q: 3 clusters Score -1901872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1901878.625000 Penalty: 4819.979004
	Iteration 44Q: 3 clusters Score -1901879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1901882.000000 Penalty: 4819.979004
	Iteration 45Q: 3 clusters Score -1901882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1901886.875000 Penalty: 4819.979004
	Iteration 46Q: 3 clusters Score -1901887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1901886.875000 Penalty: 4819.979004
	Iteration 47Q: 3 clusters Score -1901887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1901887.000000 Penalty: 4819.979004
	Iteration 48Q: 3 clusters Score -1901887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1901888.750000 Penalty: 4819.979004
	Iteration 49Q: 3 clusters Score -1901889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1901887.750000 Penalty: 4819.979004
	Iteration 50Q: 3 clusters Score -1901888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1901886.375000 Penalty: 4819.979004
	Iteration 51Q: 3 clusters Score -1901886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1901888.875000 Penalty: 4819.979004
	Iteration 52Q: 3 clusters Score -1901889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1901888.500000 Penalty: 4819.979004
	Iteration 53Q: 3 clusters Score -1901888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1901889.375000 Penalty: 4819.979004
	Iteration 54Q: 3 clusters Score -1901889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1901892.000000 Penalty: 4819.979004
	Iteration 55Q: 3 clusters Score -1901892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1901893.375000 Penalty: 4819.979004
	Iteration 56Q: 3 clusters Score -1901893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1901893.375000 Penalty: 4819.979004
	Iteration 57F: 3 clusters Score -1901893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Entering Unmasked Estep 
Score: -5259852.000000 Penalty: 2663.938232
	Iteration 0F: 2 clusters Score -5259852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5228417.500000 Penalty: 5327.876465
	Iteration 0F: 3 clusters Score -5228418 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5240257.000000 Penalty: 5327.876465
	Iteration 1F: 3 clusters Score -5240257 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5240775.000000 Penalty: 5327.876465
	Iteration 2Q: 3 clusters Score -5240775 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5241346.500000 Penalty: 5327.876465
	Iteration 3Q: 3 clusters Score -5241346 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5242105.500000 Penalty: 5327.876465
	Iteration 4Q: 3 clusters Score -5242106 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5243106.500000 Penalty: 5327.876465
	Iteration 5Q: 3 clusters Score -5243106 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -5244347.500000 Penalty: 5327.876465
	Iteration 6Q: 3 clusters Score -5244348 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5246103.000000 Penalty: 5327.876465
	Iteration 7F: 3 clusters Score -5246103 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -5248193.000000 Penalty: 5327.876465
	Iteration 8F: 3 clusters Score -5248193 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5250282.000000 Penalty: 5327.876465
	Iteration 9F: 3 clusters Score -5250282 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5252037.000000 Penalty: 5327.876465
	Iteration 10F: 3 clusters Score -5252037 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5253262.000000 Penalty: 5327.876465
	Iteration 11Q: 3 clusters Score -5253262 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5254022.000000 Penalty: 5327.876465
	Iteration 12Q: 3 clusters Score -5254022 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5254501.000000 Penalty: 5327.876465
	Iteration 13Q: 3 clusters Score -5254501 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5254759.000000 Penalty: 5327.876465
	Iteration 14Q: 3 clusters Score -5254759 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5254897.500000 Penalty: 5327.876465
	Iteration 15Q: 3 clusters Score -5254898 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5255037.500000 Penalty: 5327.876465
	Iteration 16Q: 3 clusters Score -5255038 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -5255093.500000 Penalty: 5327.876465
	Iteration 17Q: 3 clusters Score -5255094 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -5255119.000000 Penalty: 5327.876465
	Iteration 18Q: 3 clusters Score -5255119 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5255142.500000 Penalty: 5327.876465
	Iteration 19Q: 3 clusters Score -5255142 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -5255165.500000 Penalty: 5327.876465
	Iteration 20F: 3 clusters Score -5255166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5255169.500000 Penalty: 5327.876465
	Iteration 21Q: 3 clusters Score -5255170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5255174.500000 Penalty: 5327.876465
	Iteration 22Q: 3 clusters Score -5255174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5255192.500000 Penalty: 5327.876465
	Iteration 23Q: 3 clusters Score -5255192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5255198.000000 Penalty: 5327.876465
	Iteration 24Q: 3 clusters Score -5255198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5255203.500000 Penalty: 5327.876465
	Iteration 25Q: 3 clusters Score -5255204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -5255223.500000 Penalty: 5327.876465
	Iteration 26Q: 3 clusters Score -5255224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -5255224.000000 Penalty: 5327.876465
	Iteration 27Q: 3 clusters Score -5255224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -5255218.500000 Penalty: 5327.876465
	Iteration 28Q: 3 clusters Score -5255218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5255214.500000 Penalty: 5327.876465
	Iteration 29Q: 3 clusters Score -5255214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5255217.000000 Penalty: 5327.876465
	Iteration 30Q: 3 clusters Score -5255217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -5255239.500000 Penalty: 5327.876465
	Iteration 31Q: 3 clusters Score -5255240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5255243.500000 Penalty: 5327.876465
	Iteration 32Q: 3 clusters Score -5255244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5255251.000000 Penalty: 5327.876465
	Iteration 33Q: 3 clusters Score -5255251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5255260.500000 Penalty: 5327.876465
	Iteration 34Q: 3 clusters Score -5255260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5255256.500000 Penalty: 5327.876465
	Iteration 35Q: 3 clusters Score -5255256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5255275.500000 Penalty: 5327.876465
	Iteration 36Q: 3 clusters Score -5255276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5255254.500000 Penalty: 5327.876465
	Iteration 37Q: 3 clusters Score -5255254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5255267.500000 Penalty: 5327.876465
	Iteration 38Q: 3 clusters Score -5255268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -5255264.500000 Penalty: 5327.876465
	Iteration 39Q: 3 clusters Score -5255264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5255275.000000 Penalty: 5327.876465
	Iteration 40F: 3 clusters Score -5255275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -5255267.500000 Penalty: 5327.876465
	Iteration 41Q: 3 clusters Score -5255268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5255267.500000 Penalty: 5327.876465
	Iteration 42Q: 3 clusters Score -5255268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -5255282.500000 Penalty: 5327.876465
	Iteration 43Q: 3 clusters Score -5255282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5255300.000000 Penalty: 5327.876465
	Iteration 44Q: 3 clusters Score -5255300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5255310.000000 Penalty: 5327.876465
	Iteration 45Q: 3 clusters Score -5255310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5255318.500000 Penalty: 5327.876465
	Iteration 46Q: 3 clusters Score -5255318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5255317.000000 Penalty: 5327.876465
	Iteration 47Q: 3 clusters Score -5255317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5255323.000000 Penalty: 5327.876465
	Iteration 48Q: 3 clusters Score -5255323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -5255329.000000 Penalty: 5327.876465
	Iteration 49Q: 3 clusters Score -5255329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -5255323.000000 Penalty: 5327.876465
	Iteration 50Q: 3 clusters Score -5255323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5255307.500000 Penalty: 5327.876465
	Iteration 51Q: 3 clusters Score -5255308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5255312.500000 Penalty: 5327.876465
	Iteration 52Q: 3 clusters Score -5255312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -5255314.500000 Penalty: 5327.876465
	Iteration 53Q: 3 clusters Score -5255314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5255326.000000 Penalty: 5327.876465
	Iteration 54Q: 3 clusters Score -5255326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5255326.000000 Penalty: 5327.876465
	Iteration 55Q: 3 clusters Score -5255326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5255332.500000 Penalty: 5327.876465
	Iteration 56Q: 3 clusters Score -5255332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5255329.000000 Penalty: 5327.876465
	Iteration 57Q: 3 clusters Score -5255329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5255331.500000 Penalty: 5327.876465
	Iteration 58Q: 3 clusters Score -5255332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -5255325.500000 Penalty: 5327.876465
	Iteration 59Q: 3 clusters Score -5255326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5255331.000000 Penalty: 5327.876465
	Iteration 60F: 3 clusters Score -5255331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5255328.500000 Penalty: 5327.876465
	Iteration 61Q: 3 clusters Score -5255328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -5255328.000000 Penalty: 5327.876465
	Iteration 62Q: 3 clusters Score -5255328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -5255326.000000 Penalty: 5327.876465
	Iteration 63Q: 3 clusters Score -5255326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5255325.000000 Penalty: 5327.876465
	Iteration 64Q: 3 clusters Score -5255325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5255328.000000 Penalty: 5327.876465
	Iteration 65Q: 3 clusters Score -5255328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5255328.000000 Penalty: 5327.876465
	Iteration 66F: 3 clusters Score -5255328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -218224.937500 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -218224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -215628.078125 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -215628.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216061.625000 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -216061.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216162.187500 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -216162.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -216214.937500 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -216214.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216252.843750 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -216252.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216288.140625 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -216288.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216312.265625 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -216312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -216320.562500 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -216320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216330.593750 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -216330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -216337.718750 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -216337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -216341.531250 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -216341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216343.562500 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -216343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216346.296875 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -216346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -216346.453125 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -216346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -216346.984375 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -216347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -216346.984375 Penalty: 3751.862305
	Iteration 15F: 3 clusters Score -216347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Entering Unmasked Estep 
Score: -8508280.000000 Penalty: 2783.665283
	Iteration 0F: 2 clusters Score -8508280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8457962.000000 Penalty: 5567.330566
	Iteration 0F: 3 clusters Score -8457962 nChanged 35185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -8477781.000000 Penalty: 5567.330566
	Iteration 1F: 3 clusters Score -8477781 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -8478338.000000 Penalty: 5567.330566
	Iteration 2Q: 3 clusters Score -8478338 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -8478907.000000 Penalty: 5567.330566
	Iteration 3Q: 3 clusters Score -8478907 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -8479402.000000 Penalty: 5567.330566
	Iteration 4Q: 3 clusters Score -8479402 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -8480012.000000 Penalty: 5567.330566
	Iteration 5Q: 3 clusters Score -8480012 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -8480701.000000 Penalty: 5567.330566
	Iteration 6Q: 3 clusters Score -8480701 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -8481687.000000 Penalty: 5567.330566
	Iteration 7Q: 3 clusters Score -8481687 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -8483283.000000 Penalty: 5567.330566
	Iteration 8Q: 3 clusters Score -8483283 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -8485430.000000 Penalty: 5567.330566
	Iteration 9Q: 3 clusters Score -8485430 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -8488264.000000 Penalty: 5567.330566
	Iteration 10F: 3 clusters Score -8488264 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -8491365.000000 Penalty: 5567.330566
	Iteration 11F: 3 clusters Score -8491365 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -8493706.000000 Penalty: 5567.330566
	Iteration 12F: 3 clusters Score -8493706 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8494946.000000 Penalty: 5567.330566
	Iteration 13Q: 3 clusters Score -8494946 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -8495591.000000 Penalty: 5567.330566
	Iteration 14Q: 3 clusters Score -8495591 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -8496068.000000 Penalty: 5567.330566
	Iteration 15Q: 3 clusters Score -8496068 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -8496571.000000 Penalty: 5567.330566
	Iteration 16Q: 3 clusters Score -8496571 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -8497159.000000 Penalty: 5567.330566
	Iteration 17Q: 3 clusters Score -8497159 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -8497761.000000 Penalty: 5567.330566
	Iteration 18Q: 3 clusters Score -8497761 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -8498405.000000 Penalty: 5567.330566
	Iteration 19Q: 3 clusters Score -8498405 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -8498997.000000 Penalty: 5567.330566
	Iteration 20F: 3 clusters Score -8498997 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -8499642.000000 Penalty: 5567.330566
	Iteration 21Q: 3 clusters Score -8499642 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -8500350.000000 Penalty: 5567.330566
	Iteration 22Q: 3 clusters Score -8500350 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -8500956.000000 Penalty: 5567.330566
	Iteration 23Q: 3 clusters Score -8500956 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -8501540.000000 Penalty: 5567.330566
	Iteration 24Q: 3 clusters Score -8501540 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -8502170.000000 Penalty: 5567.330566
	Iteration 25Q: 3 clusters Score -8502170 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8502714.000000 Penalty: 5567.330566
	Iteration 26Q: 3 clusters Score -8502714 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8503190.000000 Penalty: 5567.330566
	Iteration 27Q: 3 clusters Score -8503190 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8503612.000000 Penalty: 5567.330566
	Iteration 28Q: 3 clusters Score -8503612 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8503956.000000 Penalty: 5567.330566
	Iteration 29Q: 3 clusters Score -8503956 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8504257.000000 Penalty: 5567.330566
	Iteration 30Q: 3 clusters Score -8504257 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8504531.000000 Penalty: 5567.330566
	Iteration 31Q: 3 clusters Score -8504531 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8504770.000000 Penalty: 5567.330566
	Iteration 32Q: 3 clusters Score -8504770 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8504984.000000 Penalty: 5567.330566
	Iteration 33Q: 3 clusters Score -8504984 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8505119.000000 Penalty: 5567.330566
	Iteration 34Q: 3 clusters Score -8505119 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8505225.000000 Penalty: 5567.330566
	Iteration 35Q: 3 clusters Score -8505225 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8505330.000000 Penalty: 5567.330566
	Iteration 36Q: 3 clusters Score -8505330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8505393.000000 Penalty: 5567.330566
	Iteration 37Q: 3 clusters Score -8505393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8505465.000000 Penalty: 5567.330566
	Iteration 38Q: 3 clusters Score -8505465 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8505522.000000 Penalty: 5567.330566
	Iteration 39Q: 3 clusters Score -8505522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8505567.000000 Penalty: 5567.330566
	Iteration 40F: 3 clusters Score -8505567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8505602.000000 Penalty: 5567.330566
	Iteration 41Q: 3 clusters Score -8505602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8505630.000000 Penalty: 5567.330566
	Iteration 42Q: 3 clusters Score -8505630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8505661.000000 Penalty: 5567.330566
	Iteration 43Q: 3 clusters Score -8505661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8505686.000000 Penalty: 5567.330566
	Iteration 44Q: 3 clusters Score -8505686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8505693.000000 Penalty: 5567.330566
	Iteration 45Q: 3 clusters Score -8505693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8505697.000000 Penalty: 5567.330566
	Iteration 46Q: 3 clusters Score -8505697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8505710.000000 Penalty: 5567.330566
	Iteration 47Q: 3 clusters Score -8505710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8505734.000000 Penalty: 5567.330566
	Iteration 48Q: 3 clusters Score -8505734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8505747.000000 Penalty: 5567.330566
	Iteration 49Q: 3 clusters Score -8505747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8505750.000000 Penalty: 5567.330566
	Iteration 50Q: 3 clusters Score -8505750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8505759.000000 Penalty: 5567.330566
	Iteration 51Q: 3 clusters Score -8505759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8505774.000000 Penalty: 5567.330566
	Iteration 52Q: 3 clusters Score -8505774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8505791.000000 Penalty: 5567.330566
	Iteration 53Q: 3 clusters Score -8505791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8505795.000000 Penalty: 5567.330566
	Iteration 54Q: 3 clusters Score -8505795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8505799.000000 Penalty: 5567.330566
	Iteration 55Q: 3 clusters Score -8505799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8505797.000000 Penalty: 5567.330566
	Iteration 56Q: 3 clusters Score -8505797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8505807.000000 Penalty: 5567.330566
	Iteration 57Q: 3 clusters Score -8505807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8505809.000000 Penalty: 5567.330566
	Iteration 58Q: 3 clusters Score -8505809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8505813.000000 Penalty: 5567.330566
	Iteration 59Q: 3 clusters Score -8505813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8505815.000000 Penalty: 5567.330566
	Iteration 60F: 3 clusters Score -8505815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8505815.000000 Penalty: 5567.330566
	Iteration 61Q: 3 clusters Score -8505815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8505825.000000 Penalty: 5567.330566
	Iteration 62Q: 3 clusters Score -8505825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8505816.000000 Penalty: 5567.330566
	Iteration 63Q: 3 clusters Score -8505816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8505828.000000 Penalty: 5567.330566
	Iteration 64Q: 3 clusters Score -8505828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8505833.000000 Penalty: 5567.330566
	Iteration 65Q: 3 clusters Score -8505833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8505836.000000 Penalty: 5567.330566
	Iteration 66Q: 3 clusters Score -8505836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8505838.000000 Penalty: 5567.330566
	Iteration 67Q: 3 clusters Score -8505838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8505840.000000 Penalty: 5567.330566
	Iteration 68Q: 3 clusters Score -8505840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8505844.000000 Penalty: 5567.330566
	Iteration 69Q: 3 clusters Score -8505844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8505851.000000 Penalty: 5567.330566
	Iteration 70Q: 3 clusters Score -8505851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8505844.000000 Penalty: 5567.330566
	Iteration 71Q: 3 clusters Score -8505844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8505851.000000 Penalty: 5567.330566
	Iteration 72Q: 3 clusters Score -8505851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8505853.000000 Penalty: 5567.330566
	Iteration 73Q: 3 clusters Score -8505853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8505850.000000 Penalty: 5567.330566
	Iteration 74Q: 3 clusters Score -8505850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8505855.000000 Penalty: 5567.330566
	Iteration 75Q: 3 clusters Score -8505855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8505855.000000 Penalty: 5567.330566
	Iteration 76F: 3 clusters Score -8505855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -329743.625000 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -329743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -326434.750000 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -326434.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -327125.250000 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -327125.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -327301.750000 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -327301.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -327392.875000 Penalty: 3975.766113
	Iteration 3Q: 3 clusters Score -327392.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -327463.718750 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -327463.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -327513.750000 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -327513.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -327554.437500 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -327554.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -327575.156250 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -327575.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -327588.375000 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -327588.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -327600.562500 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -327600.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -327621.781250 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -327621.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -327637.500000 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -327637.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -327648.625000 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -327648.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -327659.250000 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -327659.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -327669.750000 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -327669.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -327680.062500 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -327680.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -327686.750000 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -327686.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -327696.156250 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -327696.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -327702.750000 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -327702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -327709.062500 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -327709.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -327716.031250 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -327716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -327722.218750 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -327722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -327725.562500 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -327725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -327729.687500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -327729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -327734.468750 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -327734.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -327738.562500 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -327738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -327741.656250 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -327741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -327743.343750 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -327743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -327744.781250 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -327744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -327745.375000 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -327745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -327746.156250 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -327746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -327746.906250 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -327746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -327748.093750 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -327748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -327748.500000 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -327748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -327749.218750 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -327749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -327750.000000 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -327750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327751.531250 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -327751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -327751.906250 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -327751.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -327751.906250 Penalty: 3975.766113
	Iteration 38F: 3 clusters Score -327751.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -365694.687500 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -365694.7 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 1696 members 
Entering Unmasked Estep 
Score: -362188.937500 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -362188.9 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -362951.468750 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -362951.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363154.562500 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -363154.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -363298.343750 Penalty: 4031.631836
	Iteration 3F: 3 clusters Score -363298.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -363395.062500 Penalty: 4031.631836
	Iteration 4Q: 3 clusters Score -363395.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -363477.906250 Penalty: 4031.631836
	Iteration 5Q: 3 clusters Score -363477.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -363550.906250 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -363550.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -363617.281250 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -363617.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -363678.937500 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -363678.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -363730.468750 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -363730.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -363780.937500 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -363780.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -363828.375000 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -363828.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -363879.625000 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -363879.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -363929.031250 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -363929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -363980.156250 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -363980.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -364035.718750 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -364035.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -364094.093750 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -364094.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -364145.718750 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -364145.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -364188.156250 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -364188.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -364212.718750 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -364212.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -364239.531250 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -364239.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -364258.656250 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -364258.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364276.375000 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -364276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364285.968750 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -364286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -364297.906250 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -364297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -364304.593750 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -364304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -364308.968750 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -364309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -364319.062500 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -364319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -364324.718750 Penalty: 4031.631836
	Iteration 28Q: 3 clusters Score -364324.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -364330.250000 Penalty: 4031.631836
	Iteration 29Q: 3 clusters Score -364330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364336.625000 Penalty: 4031.631836
	Iteration 30Q: 3 clusters Score -364336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -364341.687500 Penalty: 4031.631836
	Iteration 31Q: 3 clusters Score -364341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -364346.718750 Penalty: 4031.631836
	Iteration 32Q: 3 clusters Score -364346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364351.718750 Penalty: 4031.631836
	Iteration 33Q: 3 clusters Score -364351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364357.062500 Penalty: 4031.631836
	Iteration 34Q: 3 clusters Score -364357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -364363.531250 Penalty: 4031.631836
	Iteration 35Q: 3 clusters Score -364363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -364370.031250 Penalty: 4031.631836
	Iteration 36Q: 3 clusters Score -364370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -364373.937500 Penalty: 4031.631836
	Iteration 37Q: 3 clusters Score -364373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -364376.750000 Penalty: 4031.631836
	Iteration 38Q: 3 clusters Score -364376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -364378.468750 Penalty: 4031.631836
	Iteration 39Q: 3 clusters Score -364378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -364379.093750 Penalty: 4031.631836
	Iteration 40F: 3 clusters Score -364379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -364379.968750 Penalty: 4031.631836
	Iteration 41Q: 3 clusters Score -364380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -364381.687500 Penalty: 4031.631836
	Iteration 42Q: 3 clusters Score -364381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -364383.468750 Penalty: 4031.631836
	Iteration 43Q: 3 clusters Score -364383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -364385.656250 Penalty: 4031.631836
	Iteration 44Q: 3 clusters Score -364385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -364386.750000 Penalty: 4031.631836
	Iteration 45Q: 3 clusters Score -364386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -364387.531250 Penalty: 4031.631836
	Iteration 46Q: 3 clusters Score -364387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -364387.500000 Penalty: 4031.631836
	Iteration 47Q: 3 clusters Score -364387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -364387.500000 Penalty: 4031.631836
	Iteration 48F: 3 clusters Score -364387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -312762.968750 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -312763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -309561.406250 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -309561.4 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -310261.781250 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -310261.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -310447.093750 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -310447.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -310541.812500 Penalty: 3958.261475
	Iteration 3Q: 3 clusters Score -310541.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -310609.187500 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -310609.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -310659.093750 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -310659.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -310691.593750 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -310691.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -310722.125000 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -310722.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -310741.500000 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -310741.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -310756.593750 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -310756.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -310776.750000 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -310776.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -310798.125000 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -310798.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -310820.781250 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -310820.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310842.937500 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -310842.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -310858.500000 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -310858.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -310871.000000 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -310871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -310879.062500 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -310879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -310891.406250 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -310891.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -310911.656250 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -310911.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -310924.187500 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -310924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -310936.500000 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -310936.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -310948.187500 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -310948.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -310960.281250 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -310960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -310967.968750 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -310968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -310979.062500 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -310979.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -310987.406250 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -310987.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -310995.156250 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -310995.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -311013.375000 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -311013.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -311026.562500 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -311026.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -311039.343750 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -311039.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -311046.875000 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -311046.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -311054.937500 Penalty: 3958.261475
	Iteration 31Q: 3 clusters Score -311054.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -311067.562500 Penalty: 3958.261475
	Iteration 32Q: 3 clusters Score -311067.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -311083.312500 Penalty: 3958.261475
	Iteration 33Q: 3 clusters Score -311083.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -311100.343750 Penalty: 3958.261475
	Iteration 34Q: 3 clusters Score -311100.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -311118.343750 Penalty: 3958.261475
	Iteration 35Q: 3 clusters Score -311118.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -311135.468750 Penalty: 3958.261475
	Iteration 36Q: 3 clusters Score -311135.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -311153.812500 Penalty: 3958.261475
	Iteration 37Q: 3 clusters Score -311153.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -311172.781250 Penalty: 3958.261475
	Iteration 38Q: 3 clusters Score -311172.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -311195.343750 Penalty: 3958.261475
	Iteration 39Q: 3 clusters Score -311195.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -311215.812500 Penalty: 3958.261475
	Iteration 40F: 3 clusters Score -311215.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -311232.281250 Penalty: 3958.261475
	Iteration 41Q: 3 clusters Score -311232.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -311250.875000 Penalty: 3958.261475
	Iteration 42Q: 3 clusters Score -311250.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -311268.968750 Penalty: 3958.261475
	Iteration 43Q: 3 clusters Score -311269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -311291.906250 Penalty: 3958.261475
	Iteration 44Q: 3 clusters Score -311291.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -311309.406250 Penalty: 3958.261475
	Iteration 45Q: 3 clusters Score -311309.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -311330.937500 Penalty: 3958.261475
	Iteration 46Q: 3 clusters Score -311330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -311350.625000 Penalty: 3958.261475
	Iteration 47Q: 3 clusters Score -311350.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -311375.843750 Penalty: 3958.261475
	Iteration 48Q: 3 clusters Score -311375.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -311403.500000 Penalty: 3958.261475
	Iteration 49Q: 3 clusters Score -311403.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -311429.406250 Penalty: 3958.261475
	Iteration 50Q: 3 clusters Score -311429.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -311450.000000 Penalty: 3958.261475
	Iteration 51Q: 3 clusters Score -311450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -311466.968750 Penalty: 3958.261475
	Iteration 52Q: 3 clusters Score -311467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -311480.312500 Penalty: 3958.261475
	Iteration 53Q: 3 clusters Score -311480.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -311505.406250 Penalty: 3958.261475
	Iteration 54Q: 3 clusters Score -311505.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -311532.781250 Penalty: 3958.261475
	Iteration 55Q: 3 clusters Score -311532.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -311552.343750 Penalty: 3958.261475
	Iteration 56Q: 3 clusters Score -311552.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -311568.687500 Penalty: 3958.261475
	Iteration 57Q: 3 clusters Score -311568.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -311579.406250 Penalty: 3958.261475
	Iteration 58Q: 3 clusters Score -311579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -311585.125000 Penalty: 3958.261475
	Iteration 59Q: 3 clusters Score -311585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -311593.687500 Penalty: 3958.261475
	Iteration 60F: 3 clusters Score -311593.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -311609.968750 Penalty: 3958.261475
	Iteration 61Q: 3 clusters Score -311610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -311628.343750 Penalty: 3958.261475
	Iteration 62Q: 3 clusters Score -311628.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -311649.125000 Penalty: 3958.261475
	Iteration 63Q: 3 clusters Score -311649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -311666.781250 Penalty: 3958.261475
	Iteration 64Q: 3 clusters Score -311666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -311678.062500 Penalty: 3958.261475
	Iteration 65Q: 3 clusters Score -311678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -311690.375000 Penalty: 3958.261475
	Iteration 66Q: 3 clusters Score -311690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -311699.406250 Penalty: 3958.261475
	Iteration 67Q: 3 clusters Score -311699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -311703.437500 Penalty: 3958.261475
	Iteration 68Q: 3 clusters Score -311703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -311704.875000 Penalty: 3958.261475
	Iteration 69Q: 3 clusters Score -311704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -311704.875000 Penalty: 3958.261475
	Iteration 70Q: 3 clusters Score -311704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -311705.906250 Penalty: 3958.261475
	Iteration 71Q: 3 clusters Score -311705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -311707.781250 Penalty: 3958.261475
	Iteration 72Q: 3 clusters Score -311707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -311713.750000 Penalty: 3958.261475
	Iteration 73Q: 3 clusters Score -311713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -311719.406250 Penalty: 3958.261475
	Iteration 74Q: 3 clusters Score -311719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -311724.250000 Penalty: 3958.261475
	Iteration 75Q: 3 clusters Score -311724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -311726.625000 Penalty: 3958.261475
	Iteration 76Q: 3 clusters Score -311726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -311727.406250 Penalty: 3958.261475
	Iteration 77Q: 3 clusters Score -311727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -311729.312500 Penalty: 3958.261475
	Iteration 78F: 3 clusters Score -311729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -311754.906250 Penalty: 3958.261475
	Iteration 79Q: 3 clusters Score -311754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -311758.250000 Penalty: 3958.261475
	Iteration 80F: 3 clusters Score -311758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -311759.750000 Penalty: 3958.261475
	Iteration 81Q: 3 clusters Score -311759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -311759.750000 Penalty: 3958.261475
	Iteration 82F: 3 clusters Score -311759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122219.820312 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122219.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122550.898438 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122550.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -122635.820312 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122635.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122676.187500 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122694.320312 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122694.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122708.765625 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122722.531250 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122732.117188 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122733.406250 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122733.914062 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122735.312500 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122736.679688 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122737.882812 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122739.656250 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122739.656250 Penalty: 3484.226074
	Iteration 14F: 3 clusters Score -122739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56583.671875 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56583.67 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56870.843750 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56870.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57058.515625 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -57058.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57199.265625 Penalty: 3175.350830
	Iteration 3F: 3 clusters Score -57199.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57277.242188 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57277.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57337.027344 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57337.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57382.179688 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57382.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57418.515625 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57418.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57458.234375 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57458.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57501.957031 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57501.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57536.378906 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57536.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57577.949219 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57577.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57593.734375 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -57593.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57609.593750 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -57609.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57622.273438 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -57622.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57641.820312 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -57641.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57669.253906 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -57669.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57688.359375 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -57688.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57726.972656 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -57726.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57750.839844 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -57750.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57778.808594 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -57778.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57844.890625 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -57844.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57916.945312 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -57916.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58007.210938 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -58007.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58133.664062 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -58133.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58195.445312 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -58195.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58211.023438 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -58211.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58225.777344 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -58225.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58237.109375 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -58237.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58260.820312 Penalty: 3175.350830
	Iteration 29Q: 3 clusters Score -58260.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58283.613281 Penalty: 3175.350830
	Iteration 30Q: 3 clusters Score -58283.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58321.820312 Penalty: 3175.350830
	Iteration 31Q: 3 clusters Score -58321.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58454.933594 Penalty: 3175.350830
	Iteration 32Q: 3 clusters Score -58454.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58461.699219 Penalty: 3175.350830
	Iteration 33F: 3 clusters Score -58461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58592.066406 Penalty: 3175.350830
	Iteration 34Q: 3 clusters Score -58592.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58592.066406 Penalty: 3175.350830
	Iteration 35F: 3 clusters Score -58592.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 300385 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 38521 members 
Mstep: Class 42 contains 325 members 
Entering Unmasked Estep 
Score: -110929688.000000 Penalty: 144037.250000
Splitting cluster 25 changes total score from -110930968.000000 to -110929688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (111531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111531 members 
Entering Unmasked Estep 
Score: -12606031.000000 Penalty: 2882.270264
	Iteration 0F: 2 clusters Score -1.260603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -12531266.000000 Penalty: 5764.540527
	Iteration 0F: 3 clusters Score -1.253127e+07 nChanged 52873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -12561806.000000 Penalty: 5764.540527
	Iteration 1F: 3 clusters Score -1.256181e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -12562663.000000 Penalty: 5764.540527
	Iteration 2Q: 3 clusters Score -1.256266e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -12563872.000000 Penalty: 5764.540527
	Iteration 3Q: 3 clusters Score -1.256387e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -12565944.000000 Penalty: 5764.540527
	Iteration 4Q: 3 clusters Score -1.256594e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -12569418.000000 Penalty: 5764.540527
	Iteration 5F: 3 clusters Score -1.256942e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -12575984.000000 Penalty: 5764.540527
	Iteration 6F: 3 clusters Score -1.257598e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -12585582.000000 Penalty: 5764.540527
	Iteration 7F: 3 clusters Score -1.258558e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -12595131.000000 Penalty: 5764.540527
	Iteration 8F: 3 clusters Score -1.259513e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107713 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -12600427.000000 Penalty: 5764.540527
	Iteration 9Q: 3 clusters Score -1.260043e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12602398.000000 Penalty: 5764.540527
	Iteration 10Q: 3 clusters Score -1.26024e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12602970.000000 Penalty: 5764.540527
	Iteration 11Q: 3 clusters Score -1.260297e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12603198.000000 Penalty: 5764.540527
	Iteration 12Q: 3 clusters Score -1.26032e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111031 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12603336.000000 Penalty: 5764.540527
	Iteration 13Q: 3 clusters Score -1.260334e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12603404.000000 Penalty: 5764.540527
	Iteration 14Q: 3 clusters Score -1.26034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12603437.000000 Penalty: 5764.540527
	Iteration 15Q: 3 clusters Score -1.260344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12603473.000000 Penalty: 5764.540527
	Iteration 16Q: 3 clusters Score -1.260347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12603488.000000 Penalty: 5764.540527
	Iteration 17Q: 3 clusters Score -1.260349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111156 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12603513.000000 Penalty: 5764.540527
	Iteration 18Q: 3 clusters Score -1.260351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12603532.000000 Penalty: 5764.540527
	Iteration 19Q: 3 clusters Score -1.260353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111171 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12603548.000000 Penalty: 5764.540527
	Iteration 20F: 3 clusters Score -1.260355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111172 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12603543.000000 Penalty: 5764.540527
	Iteration 21Q: 3 clusters Score -1.260354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12603543.000000 Penalty: 5764.540527
	Iteration 22Q: 3 clusters Score -1.260354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12603542.000000 Penalty: 5764.540527
	Iteration 23Q: 3 clusters Score -1.260354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12603544.000000 Penalty: 5764.540527
	Iteration 24Q: 3 clusters Score -1.260354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12603544.000000 Penalty: 5764.540527
	Iteration 25F: 3 clusters Score -1.260354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (300385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300385 members 
Entering Unmasked Estep 
Score: -33836312.000000 Penalty: 3127.979492
	Iteration 0F: 2 clusters Score -3.383631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 150036 members 
Entering Unmasked Estep 
Score: -33641564.000000 Penalty: 6255.958984
	Iteration 0F: 3 clusters Score -3.364156e+07 nChanged 145191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 146695 members 
Entering Unmasked Estep 
Score: -33727592.000000 Penalty: 6255.958984
	Iteration 1F: 3 clusters Score -3.372759e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -33728668.000000 Penalty: 6255.958984
	Iteration 2Q: 3 clusters Score -3.372867e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 141850 members 
Entering Unmasked Estep 
Score: -33730008.000000 Penalty: 6255.958984
	Iteration 3Q: 3 clusters Score -3.373001e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 137179 members 
Entering Unmasked Estep 
Score: -33731960.000000 Penalty: 6255.958984
	Iteration 4Q: 3 clusters Score -3.373196e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 130191 members 
Entering Unmasked Estep 
Score: -33735004.000000 Penalty: 6255.958984
	Iteration 5Q: 3 clusters Score -3.3735e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -33740824.000000 Penalty: 6255.958984
	Iteration 6Q: 3 clusters Score -3.374082e+07 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -33750408.000000 Penalty: 6255.958984
	Iteration 7F: 3 clusters Score -3.375041e+07 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213348 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -33764940.000000 Penalty: 6255.958984
	Iteration 8F: 3 clusters Score -3.376494e+07 nChanged 21748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233670 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -33783256.000000 Penalty: 6255.958984
	Iteration 9F: 3 clusters Score -3.378326e+07 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252109 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -33800928.000000 Penalty: 6255.958984
	Iteration 10F: 3 clusters Score -3.380093e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265870 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -33813632.000000 Penalty: 6255.958984
	Iteration 11Q: 3 clusters Score -3.381363e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275365 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -33821876.000000 Penalty: 6255.958984
	Iteration 12Q: 3 clusters Score -3.382188e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282052 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -33827448.000000 Penalty: 6255.958984
	Iteration 13Q: 3 clusters Score -3.382745e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286962 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -33829936.000000 Penalty: 6255.958984
	Iteration 14Q: 3 clusters Score -3.382994e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290238 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -33831504.000000 Penalty: 6255.958984
	Iteration 15Q: 3 clusters Score -3.38315e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292617 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -33832592.000000 Penalty: 6255.958984
	Iteration 16Q: 3 clusters Score -3.383259e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294203 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -33833008.000000 Penalty: 6255.958984
	Iteration 17Q: 3 clusters Score -3.383301e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295345 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -33833508.000000 Penalty: 6255.958984
	Iteration 18Q: 3 clusters Score -3.383351e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296168 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -33833904.000000 Penalty: 6255.958984
	Iteration 19Q: 3 clusters Score -3.38339e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296748 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -33834132.000000 Penalty: 6255.958984
	Iteration 20F: 3 clusters Score -3.383413e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297175 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -33834412.000000 Penalty: 6255.958984
	Iteration 21Q: 3 clusters Score -3.383441e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297452 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -33834540.000000 Penalty: 6255.958984
	Iteration 22Q: 3 clusters Score -3.383454e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297631 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -33834764.000000 Penalty: 6255.958984
	Iteration 23Q: 3 clusters Score -3.383476e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297784 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -33834920.000000 Penalty: 6255.958984
	Iteration 24Q: 3 clusters Score -3.383492e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297901 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -33835104.000000 Penalty: 6255.958984
	Iteration 25Q: 3 clusters Score -3.38351e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297951 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -33835188.000000 Penalty: 6255.958984
	Iteration 26Q: 3 clusters Score -3.383519e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297978 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -33835400.000000 Penalty: 6255.958984
	Iteration 27Q: 3 clusters Score -3.38354e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297997 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -33835584.000000 Penalty: 6255.958984
	Iteration 28Q: 3 clusters Score -3.383558e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298001 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -33835704.000000 Penalty: 6255.958984
	Iteration 29Q: 3 clusters Score -3.38357e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297976 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -33835804.000000 Penalty: 6255.958984
	Iteration 30Q: 3 clusters Score -3.38358e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297952 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -33835872.000000 Penalty: 6255.958984
	Iteration 31Q: 3 clusters Score -3.383587e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297923 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -33835908.000000 Penalty: 6255.958984
	Iteration 32Q: 3 clusters Score -3.383591e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297898 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -33835992.000000 Penalty: 6255.958984
	Iteration 33Q: 3 clusters Score -3.383599e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297879 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -33836052.000000 Penalty: 6255.958984
	Iteration 34Q: 3 clusters Score -3.383605e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297869 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -33836056.000000 Penalty: 6255.958984
	Iteration 35Q: 3 clusters Score -3.383606e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297849 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -33836076.000000 Penalty: 6255.958984
	Iteration 36Q: 3 clusters Score -3.383608e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297841 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -33836108.000000 Penalty: 6255.958984
	Iteration 37Q: 3 clusters Score -3.383611e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297817 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -33836148.000000 Penalty: 6255.958984
	Iteration 38Q: 3 clusters Score -3.383615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297803 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -33836148.000000 Penalty: 6255.958984
	Iteration 39Q: 3 clusters Score -3.383615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297798 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -33836224.000000 Penalty: 6255.958984
	Iteration 40F: 3 clusters Score -3.383622e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297732 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -33836280.000000 Penalty: 6255.958984
	Iteration 41Q: 3 clusters Score -3.383628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297677 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -33836332.000000 Penalty: 6255.958984
	Iteration 42Q: 3 clusters Score -3.383633e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297632 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -33836376.000000 Penalty: 6255.958984
	Iteration 43Q: 3 clusters Score -3.383638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297585 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -33836400.000000 Penalty: 6255.958984
	Iteration 44Q: 3 clusters Score -3.38364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297564 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -33836400.000000 Penalty: 6255.958984
	Iteration 45Q: 3 clusters Score -3.38364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297543 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -33836408.000000 Penalty: 6255.958984
	Iteration 46Q: 3 clusters Score -3.383641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297528 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -33836412.000000 Penalty: 6255.958984
	Iteration 47Q: 3 clusters Score -3.383641e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297508 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -33836424.000000 Penalty: 6255.958984
	Iteration 48Q: 3 clusters Score -3.383642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297501 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -33836400.000000 Penalty: 6255.958984
	Iteration 49Q: 3 clusters Score -3.38364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297489 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -33836424.000000 Penalty: 6255.958984
	Iteration 50Q: 3 clusters Score -3.383642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297475 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -33836408.000000 Penalty: 6255.958984
	Iteration 51Q: 3 clusters Score -3.383641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297464 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -33836420.000000 Penalty: 6255.958984
	Iteration 52Q: 3 clusters Score -3.383642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297459 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -33836412.000000 Penalty: 6255.958984
	Iteration 53Q: 3 clusters Score -3.383641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297457 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -33836408.000000 Penalty: 6255.958984
	Iteration 54Q: 3 clusters Score -3.383641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297452 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -33836408.000000 Penalty: 6255.958984
	Iteration 55Q: 3 clusters Score -3.383641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297442 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -33836424.000000 Penalty: 6255.958984
	Iteration 56Q: 3 clusters Score -3.383642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297432 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -33836420.000000 Penalty: 6255.958984
	Iteration 57Q: 3 clusters Score -3.383642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297424 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -33836456.000000 Penalty: 6255.958984
	Iteration 58Q: 3 clusters Score -3.383646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297418 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -33836424.000000 Penalty: 6255.958984
	Iteration 59Q: 3 clusters Score -3.383642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297411 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -33836424.000000 Penalty: 6255.958984
	Iteration 60F: 3 clusters Score -3.383642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297400 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -33836436.000000 Penalty: 6255.958984
	Iteration 61Q: 3 clusters Score -3.383644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297392 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -33836468.000000 Penalty: 6255.958984
	Iteration 62Q: 3 clusters Score -3.383647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297382 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -33836500.000000 Penalty: 6255.958984
	Iteration 63Q: 3 clusters Score -3.38365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297371 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -33836488.000000 Penalty: 6255.958984
	Iteration 64Q: 3 clusters Score -3.383649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297363 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -33836484.000000 Penalty: 6255.958984
	Iteration 65Q: 3 clusters Score -3.383648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297359 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -33836476.000000 Penalty: 6255.958984
	Iteration 66Q: 3 clusters Score -3.383648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297358 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -33836476.000000 Penalty: 6255.958984
	Iteration 67Q: 3 clusters Score -3.383648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297356 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -33836472.000000 Penalty: 6255.958984
	Iteration 68Q: 3 clusters Score -3.383647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297357 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -33836472.000000 Penalty: 6255.958984
	Iteration 69Q: 3 clusters Score -3.383647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297357 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -33836472.000000 Penalty: 6255.958984
	Iteration 70F: 3 clusters Score -3.383647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 297357 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 38521 members 
Mstep: Class 42 contains 3028 members 
Entering Unmasked Estep 
Score: -110930984.000000 Penalty: 144037.250000
Splitting cluster 27 changes total score from -110930968.000000 to -110930984.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -143887.453125 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -143887.5 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 689 members 
Entering Unmasked Estep 
Score: -141682.609375 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -141682.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142039.812500 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -142039.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142201.125000 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -142201.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142260.140625 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -142260.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142306.546875 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -142306.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142334.093750 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -142334.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142351.156250 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -142351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142360.312500 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -142360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142364.046875 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -142364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142367.843750 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -142367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -142371.140625 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -142371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -142376.000000 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -142376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142376.578125 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -142376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142377.796875 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -142377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142378.281250 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -142378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142379.421875 Penalty: 3590.294434
	Iteration 15Q: 3 clusters Score -142379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142379.421875 Penalty: 3590.294434
	Iteration 16F: 3 clusters Score -142379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Entering Unmasked Estep 
Score: -3785767.500000 Penalty: 2587.208252
	Iteration 0F: 2 clusters Score -3785768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3762647.250000 Penalty: 5174.416504
	Iteration 0F: 3 clusters Score -3762647 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3771228.750000 Penalty: 5174.416504
	Iteration 1F: 3 clusters Score -3771229 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3771839.250000 Penalty: 5174.416504
	Iteration 2Q: 3 clusters Score -3771839 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3772490.250000 Penalty: 5174.416504
	Iteration 3Q: 3 clusters Score -3772490 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3773185.250000 Penalty: 5174.416504
	Iteration 4Q: 3 clusters Score -3773185 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3773956.500000 Penalty: 5174.416504
	Iteration 5Q: 3 clusters Score -3773956 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3774787.500000 Penalty: 5174.416504
	Iteration 6Q: 3 clusters Score -3774788 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3775662.750000 Penalty: 5174.416504
	Iteration 7F: 3 clusters Score -3775663 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3776388.250000 Penalty: 5174.416504
	Iteration 8Q: 3 clusters Score -3776388 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3776941.250000 Penalty: 5174.416504
	Iteration 9Q: 3 clusters Score -3776941 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3777314.250000 Penalty: 5174.416504
	Iteration 10Q: 3 clusters Score -3777314 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3777536.750000 Penalty: 5174.416504
	Iteration 11Q: 3 clusters Score -3777537 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3777674.500000 Penalty: 5174.416504
	Iteration 12Q: 3 clusters Score -3777674 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3777762.250000 Penalty: 5174.416504
	Iteration 13Q: 3 clusters Score -3777762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3777805.250000 Penalty: 5174.416504
	Iteration 14Q: 3 clusters Score -3777805 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3777849.000000 Penalty: 5174.416504
	Iteration 15Q: 3 clusters Score -3777849 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3777875.500000 Penalty: 5174.416504
	Iteration 16Q: 3 clusters Score -3777876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3777890.250000 Penalty: 5174.416504
	Iteration 17Q: 3 clusters Score -3777890 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3777928.750000 Penalty: 5174.416504
	Iteration 18Q: 3 clusters Score -3777929 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3777960.500000 Penalty: 5174.416504
	Iteration 19Q: 3 clusters Score -3777960 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3777982.000000 Penalty: 5174.416504
	Iteration 20F: 3 clusters Score -3777982 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3777998.500000 Penalty: 5174.416504
	Iteration 21Q: 3 clusters Score -3777998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3778023.250000 Penalty: 5174.416504
	Iteration 22Q: 3 clusters Score -3778023 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3778047.500000 Penalty: 5174.416504
	Iteration 23Q: 3 clusters Score -3778048 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3778104.000000 Penalty: 5174.416504
	Iteration 24Q: 3 clusters Score -3778104 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3778152.500000 Penalty: 5174.416504
	Iteration 25Q: 3 clusters Score -3778152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3778234.250000 Penalty: 5174.416504
	Iteration 26Q: 3 clusters Score -3778234 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3778340.500000 Penalty: 5174.416504
	Iteration 27Q: 3 clusters Score -3778340 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3778446.000000 Penalty: 5174.416504
	Iteration 28Q: 3 clusters Score -3778446 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3778582.500000 Penalty: 5174.416504
	Iteration 29Q: 3 clusters Score -3778582 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3778784.000000 Penalty: 5174.416504
	Iteration 30Q: 3 clusters Score -3778784 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3779008.000000 Penalty: 5174.416504
	Iteration 31Q: 3 clusters Score -3779008 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3779268.000000 Penalty: 5174.416504
	Iteration 32Q: 3 clusters Score -3779268 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3779553.000000 Penalty: 5174.416504
	Iteration 33Q: 3 clusters Score -3779553 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3779849.250000 Penalty: 5174.416504
	Iteration 34Q: 3 clusters Score -3779849 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3780224.000000 Penalty: 5174.416504
	Iteration 35Q: 3 clusters Score -3780224 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3780605.250000 Penalty: 5174.416504
	Iteration 36Q: 3 clusters Score -3780605 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3780975.250000 Penalty: 5174.416504
	Iteration 37Q: 3 clusters Score -3780975 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3781333.500000 Penalty: 5174.416504
	Iteration 38Q: 3 clusters Score -3781334 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3781693.500000 Penalty: 5174.416504
	Iteration 39Q: 3 clusters Score -3781694 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3782032.000000 Penalty: 5174.416504
	Iteration 40F: 3 clusters Score -3782032 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3782366.000000 Penalty: 5174.416504
	Iteration 41Q: 3 clusters Score -3782366 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3782647.750000 Penalty: 5174.416504
	Iteration 42Q: 3 clusters Score -3782648 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3782897.250000 Penalty: 5174.416504
	Iteration 43Q: 3 clusters Score -3782897 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3783117.500000 Penalty: 5174.416504
	Iteration 44Q: 3 clusters Score -3783118 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3783341.750000 Penalty: 5174.416504
	Iteration 45Q: 3 clusters Score -3783342 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3783587.750000 Penalty: 5174.416504
	Iteration 46Q: 3 clusters Score -3783588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3783774.750000 Penalty: 5174.416504
	Iteration 47Q: 3 clusters Score -3783775 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3783874.500000 Penalty: 5174.416504
	Iteration 48Q: 3 clusters Score -3783874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3783919.500000 Penalty: 5174.416504
	Iteration 49Q: 3 clusters Score -3783920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3783953.500000 Penalty: 5174.416504
	Iteration 50Q: 3 clusters Score -3783954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3783977.750000 Penalty: 5174.416504
	Iteration 51Q: 3 clusters Score -3783978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3783991.250000 Penalty: 5174.416504
	Iteration 52Q: 3 clusters Score -3783991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3783998.250000 Penalty: 5174.416504
	Iteration 53Q: 3 clusters Score -3783998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3784003.750000 Penalty: 5174.416504
	Iteration 54Q: 3 clusters Score -3784004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3784007.250000 Penalty: 5174.416504
	Iteration 55Q: 3 clusters Score -3784007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3784012.250000 Penalty: 5174.416504
	Iteration 56Q: 3 clusters Score -3784012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3784012.750000 Penalty: 5174.416504
	Iteration 57Q: 3 clusters Score -3784013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3784018.000000 Penalty: 5174.416504
	Iteration 58Q: 3 clusters Score -3784018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3784019.750000 Penalty: 5174.416504
	Iteration 59Q: 3 clusters Score -3784020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3784020.000000 Penalty: 5174.416504
	Iteration 60F: 3 clusters Score -3784020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3784022.000000 Penalty: 5174.416504
	Iteration 61Q: 3 clusters Score -3784022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3784018.500000 Penalty: 5174.416504
	Iteration 62Q: 3 clusters Score -3784018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3784024.000000 Penalty: 5174.416504
	Iteration 63Q: 3 clusters Score -3784024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3784021.000000 Penalty: 5174.416504
	Iteration 64Q: 3 clusters Score -3784021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3784025.750000 Penalty: 5174.416504
	Iteration 65Q: 3 clusters Score -3784026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3784026.250000 Penalty: 5174.416504
	Iteration 66Q: 3 clusters Score -3784026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3784026.250000 Penalty: 5174.416504
	Iteration 67F: 3 clusters Score -3784026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -579535.750000 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -579535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -574872.375000 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -574872.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -575985.625000 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -575985.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -576203.687500 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -576203.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -576386.125000 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -576386.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -576592.750000 Penalty: 4248.822266
	Iteration 4Q: 3 clusters Score -576592.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -576825.750000 Penalty: 4248.822266
	Iteration 5F: 3 clusters Score -576825.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -577042.812500 Penalty: 4248.822266
	Iteration 6F: 3 clusters Score -577042.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -577254.000000 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -577254 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -577458.375000 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -577458.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -577625.312500 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -577625.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -577765.750000 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -577765.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -577915.937500 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -577915.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -578045.750000 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -578045.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -578185.375000 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -578185.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -578308.687500 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -578308.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -578395.125000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -578395.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -578467.625000 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -578467.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -578492.312500 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -578492.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -578505.562500 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -578505.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -578517.125000 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -578517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -578524.437500 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -578524.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -578527.000000 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -578527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -578527.312500 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -578527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -578529.437500 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -578529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -578532.562500 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -578532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -578534.500000 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -578534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -578535.812500 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -578535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -578536.875000 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -578536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -578537.250000 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -578537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -578538.125000 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -578538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -578539.750000 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -578539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -578539.750000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -578539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -578539.750000 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -578539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -578539.750000 Penalty: 4248.822266
	Iteration 33F: 3 clusters Score -578539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Entering Unmasked Estep 
Score: -831213.875000 Penalty: 2212.984375
	Iteration 0F: 2 clusters Score -831213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -825058.250000 Penalty: 4425.968750
	Iteration 0F: 3 clusters Score -825058.2 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -826661.625000 Penalty: 4425.968750
	Iteration 1F: 3 clusters Score -826661.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826950.500000 Penalty: 4425.968750
	Iteration 2F: 3 clusters Score -826950.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -827179.437500 Penalty: 4425.968750
	Iteration 3F: 3 clusters Score -827179.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -827369.250000 Penalty: 4425.968750
	Iteration 4Q: 3 clusters Score -827369.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -827536.000000 Penalty: 4425.968750
	Iteration 5Q: 3 clusters Score -827536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -827732.500000 Penalty: 4425.968750
	Iteration 6Q: 3 clusters Score -827732.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -828002.875000 Penalty: 4425.968750
	Iteration 7Q: 3 clusters Score -828002.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -828383.812500 Penalty: 4425.968750
	Iteration 8F: 3 clusters Score -828383.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -828796.187500 Penalty: 4425.968750
	Iteration 9F: 3 clusters Score -828796.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -829170.750000 Penalty: 4425.968750
	Iteration 10F: 3 clusters Score -829170.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -829419.687500 Penalty: 4425.968750
	Iteration 11Q: 3 clusters Score -829419.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -829585.312500 Penalty: 4425.968750
	Iteration 12Q: 3 clusters Score -829585.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -829716.812500 Penalty: 4425.968750
	Iteration 13Q: 3 clusters Score -829716.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -829830.937500 Penalty: 4425.968750
	Iteration 14Q: 3 clusters Score -829830.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -829908.062500 Penalty: 4425.968750
	Iteration 15Q: 3 clusters Score -829908.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -829974.937500 Penalty: 4425.968750
	Iteration 16Q: 3 clusters Score -829974.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -830037.375000 Penalty: 4425.968750
	Iteration 17Q: 3 clusters Score -830037.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -830091.062500 Penalty: 4425.968750
	Iteration 18Q: 3 clusters Score -830091.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -830137.437500 Penalty: 4425.968750
	Iteration 19Q: 3 clusters Score -830137.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -830183.375000 Penalty: 4425.968750
	Iteration 20F: 3 clusters Score -830183.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -830227.750000 Penalty: 4425.968750
	Iteration 21Q: 3 clusters Score -830227.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -830284.687500 Penalty: 4425.968750
	Iteration 22Q: 3 clusters Score -830284.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -830327.250000 Penalty: 4425.968750
	Iteration 23Q: 3 clusters Score -830327.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -830356.687500 Penalty: 4425.968750
	Iteration 24Q: 3 clusters Score -830356.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -830377.000000 Penalty: 4425.968750
	Iteration 25Q: 3 clusters Score -830377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -830397.687500 Penalty: 4425.968750
	Iteration 26Q: 3 clusters Score -830397.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -830412.437500 Penalty: 4425.968750
	Iteration 27Q: 3 clusters Score -830412.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -830418.750000 Penalty: 4425.968750
	Iteration 28Q: 3 clusters Score -830418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -830424.375000 Penalty: 4425.968750
	Iteration 29Q: 3 clusters Score -830424.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -830431.375000 Penalty: 4425.968750
	Iteration 30Q: 3 clusters Score -830431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -830434.812500 Penalty: 4425.968750
	Iteration 31Q: 3 clusters Score -830434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -830437.375000 Penalty: 4425.968750
	Iteration 32Q: 3 clusters Score -830437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -830438.437500 Penalty: 4425.968750
	Iteration 33Q: 3 clusters Score -830438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -830439.562500 Penalty: 4425.968750
	Iteration 34Q: 3 clusters Score -830439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -830439.500000 Penalty: 4425.968750
	Iteration 35Q: 3 clusters Score -830439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -830440.250000 Penalty: 4425.968750
	Iteration 36Q: 3 clusters Score -830440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -830440.750000 Penalty: 4425.968750
	Iteration 37Q: 3 clusters Score -830440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -830440.812500 Penalty: 4425.968750
	Iteration 38Q: 3 clusters Score -830440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -830440.750000 Penalty: 4425.968750
	Iteration 39Q: 3 clusters Score -830440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -830440.750000 Penalty: 4425.968750
	Iteration 40F: 3 clusters Score -830440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38940.707031 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38940.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39412.199219 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39802.886719 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39802.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39890.195312 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -39890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39936.523438 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39936.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39963.898438 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39987.152344 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -39987.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40015.347656 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -40015.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40019.394531 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40019.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40025.257812 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40025.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40029.484375 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -40029.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40045.199219 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -40045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40058.625000 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -40058.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40087.609375 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40087.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40090.554688 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -40090.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40090.554688 Penalty: 3035.667480
	Iteration 15F: 3 clusters Score -40090.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -219759.828125 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -219759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217152.125000 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -217152.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217554.890625 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -217554.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217660.453125 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -217660.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217718.953125 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -217719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217757.156250 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -217757.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217780.281250 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -217780.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217796.343750 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -217796.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217807.046875 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -217807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217812.468750 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -217812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217818.093750 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -217818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -217824.671875 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -217824.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217831.500000 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -217831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -217839.984375 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -217840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -217855.109375 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -217855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -217861.640625 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -217861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217864.015625 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -217864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -217865.765625 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -217865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -217868.609375 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -217868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -217872.375000 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -217872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -217876.281250 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -217876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -217880.875000 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -217880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -217885.812500 Penalty: 3759.267334
	Iteration 21Q: 3 clusters Score -217885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217891.500000 Penalty: 3759.267334
	Iteration 22Q: 3 clusters Score -217891.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217895.765625 Penalty: 3759.267334
	Iteration 23Q: 3 clusters Score -217895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217900.328125 Penalty: 3759.267334
	Iteration 24Q: 3 clusters Score -217900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -217906.796875 Penalty: 3759.267334
	Iteration 25Q: 3 clusters Score -217906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -217910.609375 Penalty: 3759.267334
	Iteration 26Q: 3 clusters Score -217910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -217913.609375 Penalty: 3759.267334
	Iteration 27Q: 3 clusters Score -217913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -217915.781250 Penalty: 3759.267334
	Iteration 28Q: 3 clusters Score -217915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217916.171875 Penalty: 3759.267334
	Iteration 29Q: 3 clusters Score -217916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217916.171875 Penalty: 3759.267334
	Iteration 30F: 3 clusters Score -217916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38060.175781 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38060.18 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38403.750000 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38403.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38677.203125 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38677.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38928.710938 Penalty: 3047.516113
	Iteration 3F: 3 clusters Score -38928.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39138.339844 Penalty: 3047.516113
	Iteration 4F: 3 clusters Score -39138.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39320.996094 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -39321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39363.988281 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -39363.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39430.910156 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -39430.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39493.480469 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -39493.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -39553.031250 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -39553.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -39630.816406 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -39630.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39640.605469 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -39640.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39648.949219 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -39648.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39670.468750 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -39670.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39698.484375 Penalty: 3047.516113
	Iteration 14Q: 3 clusters Score -39698.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39707.566406 Penalty: 3047.516113
	Iteration 15Q: 3 clusters Score -39707.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39707.566406 Penalty: 3047.516113
	Iteration 16F: 3 clusters Score -39707.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 297357 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 38521 members 
Mstep: Class 42 contains 3028 members 
Mstep: Class 43 contains 316 members 
Entering Unmasked Estep 
Score: -110929256.000000 Penalty: 147466.703125
Splitting cluster 34 changes total score from -110930968.000000 to -110929256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -542592.875000 Penalty: 2134.499023
	Iteration 0F: 2 clusters Score -542592.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -537841.312500 Penalty: 4268.998047
	Iteration 0F: 3 clusters Score -537841.3 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -539298.125000 Penalty: 4268.998047
	Iteration 1F: 3 clusters Score -539298.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -539848.000000 Penalty: 4268.998047
	Iteration 2F: 3 clusters Score -539848 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -540316.750000 Penalty: 4268.998047
	Iteration 3F: 3 clusters Score -540316.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -540695.937500 Penalty: 4268.998047
	Iteration 4F: 3 clusters Score -540695.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -540961.312500 Penalty: 4268.998047
	Iteration 5F: 3 clusters Score -540961.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -541131.125000 Penalty: 4268.998047
	Iteration 6Q: 3 clusters Score -541131.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -541249.312500 Penalty: 4268.998047
	Iteration 7Q: 3 clusters Score -541249.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541329.750000 Penalty: 4268.998047
	Iteration 8Q: 3 clusters Score -541329.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -541401.250000 Penalty: 4268.998047
	Iteration 9Q: 3 clusters Score -541401.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -541449.187500 Penalty: 4268.998047
	Iteration 10Q: 3 clusters Score -541449.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -541483.062500 Penalty: 4268.998047
	Iteration 11Q: 3 clusters Score -541483.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -541507.437500 Penalty: 4268.998047
	Iteration 12Q: 3 clusters Score -541507.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -541533.125000 Penalty: 4268.998047
	Iteration 13Q: 3 clusters Score -541533.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -541557.687500 Penalty: 4268.998047
	Iteration 14Q: 3 clusters Score -541557.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -541577.500000 Penalty: 4268.998047
	Iteration 15Q: 3 clusters Score -541577.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -541598.375000 Penalty: 4268.998047
	Iteration 16Q: 3 clusters Score -541598.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -541616.562500 Penalty: 4268.998047
	Iteration 17Q: 3 clusters Score -541616.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -541629.125000 Penalty: 4268.998047
	Iteration 18Q: 3 clusters Score -541629.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -541637.000000 Penalty: 4268.998047
	Iteration 19Q: 3 clusters Score -541637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -541645.125000 Penalty: 4268.998047
	Iteration 20F: 3 clusters Score -541645.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -541651.500000 Penalty: 4268.998047
	Iteration 21Q: 3 clusters Score -541651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -541655.625000 Penalty: 4268.998047
	Iteration 22Q: 3 clusters Score -541655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -541661.875000 Penalty: 4268.998047
	Iteration 23Q: 3 clusters Score -541661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -541666.125000 Penalty: 4268.998047
	Iteration 24Q: 3 clusters Score -541666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -541669.812500 Penalty: 4268.998047
	Iteration 25Q: 3 clusters Score -541669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -541673.500000 Penalty: 4268.998047
	Iteration 26Q: 3 clusters Score -541673.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -541677.375000 Penalty: 4268.998047
	Iteration 27Q: 3 clusters Score -541677.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -541684.312500 Penalty: 4268.998047
	Iteration 28Q: 3 clusters Score -541684.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -541689.812500 Penalty: 4268.998047
	Iteration 29Q: 3 clusters Score -541689.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -541698.812500 Penalty: 4268.998047
	Iteration 30Q: 3 clusters Score -541698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -541702.000000 Penalty: 4268.998047
	Iteration 31Q: 3 clusters Score -541702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -541705.437500 Penalty: 4268.998047
	Iteration 32Q: 3 clusters Score -541705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -541707.937500 Penalty: 4268.998047
	Iteration 33Q: 3 clusters Score -541707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -541710.687500 Penalty: 4268.998047
	Iteration 34Q: 3 clusters Score -541710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -541709.937500 Penalty: 4268.998047
	Iteration 35Q: 3 clusters Score -541709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -541711.375000 Penalty: 4268.998047
	Iteration 36Q: 3 clusters Score -541711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -541711.375000 Penalty: 4268.998047
	Iteration 37F: 3 clusters Score -541711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -52155.699219 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -52155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50671.429688 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -50671.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50831.023438 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50831.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50882.781250 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -50882.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50910.722656 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -50910.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50916.285156 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -50916.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50921.328125 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50921.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50928.324219 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -50928.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50930.937500 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -50930.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50930.937500 Penalty: 3095.176758
	Iteration 8F: 3 clusters Score -50930.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45073.085938 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45073.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45250.839844 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45250.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45300.105469 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -45300.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45320.816406 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -45320.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45338.609375 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45338.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45351.613281 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45351.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45360.074219 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45360.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45362.144531 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45362.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45362.144531 Penalty: 3077.460693
	Iteration 8F: 3 clusters Score -45362.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -1415455.000000 Penalty: 2334.230225
	Iteration 0F: 2 clusters Score -1415455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1406335.375000 Penalty: 4668.460449
	Iteration 0F: 3 clusters Score -1406335 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1409117.875000 Penalty: 4668.460449
	Iteration 1F: 3 clusters Score -1409118 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1409375.500000 Penalty: 4668.460449
	Iteration 2F: 3 clusters Score -1409376 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1409562.625000 Penalty: 4668.460449
	Iteration 3Q: 3 clusters Score -1409563 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1409725.250000 Penalty: 4668.460449
	Iteration 4Q: 3 clusters Score -1409725 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1409907.000000 Penalty: 4668.460449
	Iteration 5Q: 3 clusters Score -1409907 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1410103.750000 Penalty: 4668.460449
	Iteration 6Q: 3 clusters Score -1410104 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1410341.500000 Penalty: 4668.460449
	Iteration 7Q: 3 clusters Score -1410342 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1410669.125000 Penalty: 4668.460449
	Iteration 8Q: 3 clusters Score -1410669 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1411096.375000 Penalty: 4668.460449
	Iteration 9Q: 3 clusters Score -1411096 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1411614.875000 Penalty: 4668.460449
	Iteration 10F: 3 clusters Score -1411615 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1412177.125000 Penalty: 4668.460449
	Iteration 11F: 3 clusters Score -1412177 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1412678.375000 Penalty: 4668.460449
	Iteration 12Q: 3 clusters Score -1412678 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1413065.000000 Penalty: 4668.460449
	Iteration 13Q: 3 clusters Score -1413065 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1413320.000000 Penalty: 4668.460449
	Iteration 14Q: 3 clusters Score -1413320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1413481.750000 Penalty: 4668.460449
	Iteration 15Q: 3 clusters Score -1413482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1413554.750000 Penalty: 4668.460449
	Iteration 16Q: 3 clusters Score -1413555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1413600.750000 Penalty: 4668.460449
	Iteration 17Q: 3 clusters Score -1413601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1413628.750000 Penalty: 4668.460449
	Iteration 18Q: 3 clusters Score -1413629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1413633.000000 Penalty: 4668.460449
	Iteration 19Q: 3 clusters Score -1413633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1413640.250000 Penalty: 4668.460449
	Iteration 20F: 3 clusters Score -1413640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1413643.250000 Penalty: 4668.460449
	Iteration 21Q: 3 clusters Score -1413643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1413643.125000 Penalty: 4668.460449
	Iteration 22Q: 3 clusters Score -1413643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1413643.125000 Penalty: 4668.460449
	Iteration 23F: 3 clusters Score -1413643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -356725.625000 Penalty: 2000.341553
	Iteration 0F: 2 clusters Score -356725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -353342.968750 Penalty: 4000.683105
	Iteration 0F: 3 clusters Score -353343 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -354021.031250 Penalty: 4000.683105
	Iteration 1F: 3 clusters Score -354021 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -354164.281250 Penalty: 4000.683105
	Iteration 2F: 3 clusters Score -354164.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -354231.375000 Penalty: 4000.683105
	Iteration 3Q: 3 clusters Score -354231.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -354282.875000 Penalty: 4000.683105
	Iteration 4Q: 3 clusters Score -354282.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -354319.687500 Penalty: 4000.683105
	Iteration 5Q: 3 clusters Score -354319.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -354365.000000 Penalty: 4000.683105
	Iteration 6Q: 3 clusters Score -354365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -354395.218750 Penalty: 4000.683105
	Iteration 7Q: 3 clusters Score -354395.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -354418.187500 Penalty: 4000.683105
	Iteration 8Q: 3 clusters Score -354418.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -354449.781250 Penalty: 4000.683105
	Iteration 9Q: 3 clusters Score -354449.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -354476.062500 Penalty: 4000.683105
	Iteration 10Q: 3 clusters Score -354476.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -354492.250000 Penalty: 4000.683105
	Iteration 11Q: 3 clusters Score -354492.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -354508.781250 Penalty: 4000.683105
	Iteration 12Q: 3 clusters Score -354508.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -354519.187500 Penalty: 4000.683105
	Iteration 13Q: 3 clusters Score -354519.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -354533.531250 Penalty: 4000.683105
	Iteration 14Q: 3 clusters Score -354533.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -354553.500000 Penalty: 4000.683105
	Iteration 15Q: 3 clusters Score -354553.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -354571.593750 Penalty: 4000.683105
	Iteration 16Q: 3 clusters Score -354571.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -354588.656250 Penalty: 4000.683105
	Iteration 17Q: 3 clusters Score -354588.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -354606.937500 Penalty: 4000.683105
	Iteration 18Q: 3 clusters Score -354606.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -354623.281250 Penalty: 4000.683105
	Iteration 19Q: 3 clusters Score -354623.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -354639.656250 Penalty: 4000.683105
	Iteration 20F: 3 clusters Score -354639.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -354652.250000 Penalty: 4000.683105
	Iteration 21Q: 3 clusters Score -354652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -354665.062500 Penalty: 4000.683105
	Iteration 22Q: 3 clusters Score -354665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -354679.281250 Penalty: 4000.683105
	Iteration 23Q: 3 clusters Score -354679.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -354700.156250 Penalty: 4000.683105
	Iteration 24Q: 3 clusters Score -354700.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -354717.531250 Penalty: 4000.683105
	Iteration 25Q: 3 clusters Score -354717.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -354727.250000 Penalty: 4000.683105
	Iteration 26Q: 3 clusters Score -354727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -354736.312500 Penalty: 4000.683105
	Iteration 27Q: 3 clusters Score -354736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -354747.031250 Penalty: 4000.683105
	Iteration 28Q: 3 clusters Score -354747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -354756.343750 Penalty: 4000.683105
	Iteration 29Q: 3 clusters Score -354756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -354763.687500 Penalty: 4000.683105
	Iteration 30Q: 3 clusters Score -354763.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -354772.062500 Penalty: 4000.683105
	Iteration 31Q: 3 clusters Score -354772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -354781.906250 Penalty: 4000.683105
	Iteration 32Q: 3 clusters Score -354781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -354793.437500 Penalty: 4000.683105
	Iteration 33Q: 3 clusters Score -354793.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -354804.281250 Penalty: 4000.683105
	Iteration 34Q: 3 clusters Score -354804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -354811.437500 Penalty: 4000.683105
	Iteration 35Q: 3 clusters Score -354811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -354814.375000 Penalty: 4000.683105
	Iteration 36Q: 3 clusters Score -354814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -354818.718750 Penalty: 4000.683105
	Iteration 37Q: 3 clusters Score -354818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -354822.343750 Penalty: 4000.683105
	Iteration 38Q: 3 clusters Score -354822.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -354827.218750 Penalty: 4000.683105
	Iteration 39Q: 3 clusters Score -354827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -354831.375000 Penalty: 4000.683105
	Iteration 40F: 3 clusters Score -354831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -354835.125000 Penalty: 4000.683105
	Iteration 41Q: 3 clusters Score -354835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -354845.062500 Penalty: 4000.683105
	Iteration 42Q: 3 clusters Score -354845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -354852.468750 Penalty: 4000.683105
	Iteration 43Q: 3 clusters Score -354852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -354856.406250 Penalty: 4000.683105
	Iteration 44Q: 3 clusters Score -354856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -354863.656250 Penalty: 4000.683105
	Iteration 45Q: 3 clusters Score -354863.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -354869.968750 Penalty: 4000.683105
	Iteration 46Q: 3 clusters Score -354870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -354875.937500 Penalty: 4000.683105
	Iteration 47Q: 3 clusters Score -354875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -354879.812500 Penalty: 4000.683105
	Iteration 48Q: 3 clusters Score -354879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -354880.031250 Penalty: 4000.683105
	Iteration 49Q: 3 clusters Score -354880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -354882.156250 Penalty: 4000.683105
	Iteration 50Q: 3 clusters Score -354882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -354884.625000 Penalty: 4000.683105
	Iteration 51Q: 3 clusters Score -354884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -354889.437500 Penalty: 4000.683105
	Iteration 52Q: 3 clusters Score -354889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -354890.093750 Penalty: 4000.683105
	Iteration 53Q: 3 clusters Score -354890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -354890.093750 Penalty: 4000.683105
	Iteration 54F: 3 clusters Score -354890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Entering Unmasked Estep 
Score: -3685167.000000 Penalty: 2582.419434
	Iteration 0F: 2 clusters Score -3685167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3662364.750000 Penalty: 5164.838867
	Iteration 0F: 3 clusters Score -3662365 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3670945.750000 Penalty: 5164.838867
	Iteration 1F: 3 clusters Score -3670946 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3671855.000000 Penalty: 5164.838867
	Iteration 2F: 3 clusters Score -3671855 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3672977.750000 Penalty: 5164.838867
	Iteration 3F: 3 clusters Score -3672978 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3674264.000000 Penalty: 5164.838867
	Iteration 4F: 3 clusters Score -3674264 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3675727.000000 Penalty: 5164.838867
	Iteration 5F: 3 clusters Score -3675727 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3677289.750000 Penalty: 5164.838867
	Iteration 6F: 3 clusters Score -3677290 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3678924.000000 Penalty: 5164.838867
	Iteration 7F: 3 clusters Score -3678924 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3680530.500000 Penalty: 5164.838867
	Iteration 8F: 3 clusters Score -3680530 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3681799.250000 Penalty: 5164.838867
	Iteration 9Q: 3 clusters Score -3681799 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3682502.500000 Penalty: 5164.838867
	Iteration 10Q: 3 clusters Score -3682502 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3682916.250000 Penalty: 5164.838867
	Iteration 11Q: 3 clusters Score -3682916 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3683132.750000 Penalty: 5164.838867
	Iteration 12Q: 3 clusters Score -3683133 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3683260.500000 Penalty: 5164.838867
	Iteration 13Q: 3 clusters Score -3683260 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3683364.750000 Penalty: 5164.838867
	Iteration 14Q: 3 clusters Score -3683365 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3683406.750000 Penalty: 5164.838867
	Iteration 15Q: 3 clusters Score -3683407 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3683432.250000 Penalty: 5164.838867
	Iteration 16Q: 3 clusters Score -3683432 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3683464.000000 Penalty: 5164.838867
	Iteration 17Q: 3 clusters Score -3683464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3683480.250000 Penalty: 5164.838867
	Iteration 18Q: 3 clusters Score -3683480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3683485.000000 Penalty: 5164.838867
	Iteration 19Q: 3 clusters Score -3683485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3683497.750000 Penalty: 5164.838867
	Iteration 20F: 3 clusters Score -3683498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3683517.750000 Penalty: 5164.838867
	Iteration 21Q: 3 clusters Score -3683518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3683517.250000 Penalty: 5164.838867
	Iteration 22Q: 3 clusters Score -3683517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3683524.750000 Penalty: 5164.838867
	Iteration 23Q: 3 clusters Score -3683525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3683525.750000 Penalty: 5164.838867
	Iteration 24Q: 3 clusters Score -3683526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3683530.000000 Penalty: 5164.838867
	Iteration 25Q: 3 clusters Score -3683530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3683532.000000 Penalty: 5164.838867
	Iteration 26Q: 3 clusters Score -3683532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3683533.250000 Penalty: 5164.838867
	Iteration 27Q: 3 clusters Score -3683533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3683529.250000 Penalty: 5164.838867
	Iteration 28Q: 3 clusters Score -3683529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3683539.750000 Penalty: 5164.838867
	Iteration 29Q: 3 clusters Score -3683540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3683542.250000 Penalty: 5164.838867
	Iteration 30Q: 3 clusters Score -3683542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3683546.750000 Penalty: 5164.838867
	Iteration 31Q: 3 clusters Score -3683547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3683552.500000 Penalty: 5164.838867
	Iteration 32Q: 3 clusters Score -3683552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3683545.000000 Penalty: 5164.838867
	Iteration 33Q: 3 clusters Score -3683545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3683548.500000 Penalty: 5164.838867
	Iteration 34Q: 3 clusters Score -3683548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3683549.750000 Penalty: 5164.838867
	Iteration 35Q: 3 clusters Score -3683550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3683550.250000 Penalty: 5164.838867
	Iteration 36Q: 3 clusters Score -3683550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3683547.250000 Penalty: 5164.838867
	Iteration 37Q: 3 clusters Score -3683547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3683549.750000 Penalty: 5164.838867
	Iteration 38Q: 3 clusters Score -3683550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3683542.500000 Penalty: 5164.838867
	Iteration 39Q: 3 clusters Score -3683542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3683544.500000 Penalty: 5164.838867
	Iteration 40F: 3 clusters Score -3683544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3683546.500000 Penalty: 5164.838867
	Iteration 41Q: 3 clusters Score -3683546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3683547.000000 Penalty: 5164.838867
	Iteration 42Q: 3 clusters Score -3683547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3683550.750000 Penalty: 5164.838867
	Iteration 43Q: 3 clusters Score -3683551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3683552.750000 Penalty: 5164.838867
	Iteration 44Q: 3 clusters Score -3683553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3683554.500000 Penalty: 5164.838867
	Iteration 45Q: 3 clusters Score -3683554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3683554.500000 Penalty: 5164.838867
	Iteration 46Q: 3 clusters Score -3683554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3683562.500000 Penalty: 5164.838867
	Iteration 47Q: 3 clusters Score -3683562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3683565.750000 Penalty: 5164.838867
	Iteration 48Q: 3 clusters Score -3683566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3683568.500000 Penalty: 5164.838867
	Iteration 49Q: 3 clusters Score -3683568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3683568.500000 Penalty: 5164.838867
	Iteration 50Q: 3 clusters Score -3683568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3683564.250000 Penalty: 5164.838867
	Iteration 51Q: 3 clusters Score -3683564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3683559.000000 Penalty: 5164.838867
	Iteration 52Q: 3 clusters Score -3683559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3683560.250000 Penalty: 5164.838867
	Iteration 53Q: 3 clusters Score -3683560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -3683561.250000 Penalty: 5164.838867
	Iteration 54Q: 3 clusters Score -3683561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3683562.750000 Penalty: 5164.838867
	Iteration 55Q: 3 clusters Score -3683563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3683560.500000 Penalty: 5164.838867
	Iteration 56Q: 3 clusters Score -3683560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3683558.500000 Penalty: 5164.838867
	Iteration 57Q: 3 clusters Score -3683558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3683560.750000 Penalty: 5164.838867
	Iteration 58Q: 3 clusters Score -3683561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3683560.750000 Penalty: 5164.838867
	Iteration 59F: 3 clusters Score -3683561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 135108 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 37607 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74941 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111531 members 
Mstep: Class 27 contains 297357 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12237 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931184.000000 Penalty: 144037.250000
Iteration 199Q: 43 clusters Score -1.109312e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 49257 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 134867 members 
Mstep: Class 10 contains 1012 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 37586 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 46191 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74927 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3390 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111543 members 
Mstep: Class 27 contains 297767 members 
Mstep: Class 28 contains 1398 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7508 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5523 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12251 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33323 members 
Mstep: Class 41 contains 38196 members 
Mstep: Class 42 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931824.000000 Penalty: 144037.250000
Iteration 200F: 43 clusters Score -1.109318e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 49202 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 134454 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 14140 members 
Mstep: Class 13 contains 16230 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 37468 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16603 members 
Mstep: Class 18 contains 46054 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74768 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111290 members 
Mstep: Class 27 contains 297984 members 
Mstep: Class 28 contains 1397 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7510 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5547 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12260 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33292 members 
Mstep: Class 41 contains 39063 members 
Mstep: Class 42 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932112.000000 Penalty: 144037.250000
Iteration 201Q: 43 clusters Score -1.109321e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 49165 members 
Mstep: Class 5 contains 2908 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 16868 members 
Mstep: Class 9 contains 134112 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 14063 members 
Mstep: Class 13 contains 16224 members 
Mstep: Class 14 contains 14790 members 
Mstep: Class 15 contains 37380 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16597 members 
Mstep: Class 18 contains 45966 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74672 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111122 members 
Mstep: Class 27 contains 298235 members 
Mstep: Class 28 contains 1397 members 
Mstep: Class 29 contains 33894 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 7513 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5572 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12270 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33275 members 
Mstep: Class 41 contains 39595 members 
Mstep: Class 42 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932352.000000 Penalty: 144037.250000
Iteration 202Q: 43 clusters Score -1.109324e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 49145 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 16874 members 
Mstep: Class 9 contains 133763 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 14002 members 
Mstep: Class 13 contains 16218 members 
Mstep: Class 14 contains 14785 members 
Mstep: Class 15 contains 37292 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 45906 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74607 members 
Mstep: Class 21 contains 3024 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 111015 members 
Mstep: Class 27 contains 298526 members 
Mstep: Class 28 contains 1397 members 
Mstep: Class 29 contains 33883 members 
Mstep: Class 30 contains 5252 members 
Mstep: Class 31 contains 7515 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5594 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12286 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33266 members 
Mstep: Class 41 contains 39920 members 
Mstep: Class 42 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932176.000000 Penalty: 144037.250000
Iteration 203Q: 43 clusters Score -1.109322e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 133416 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 13955 members 
Mstep: Class 13 contains 16214 members 
Mstep: Class 14 contains 14783 members 
Mstep: Class 15 contains 37243 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16591 members 
Mstep: Class 18 contains 45861 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74567 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 3384 members 
Mstep: Class 23 contains 2934 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110958 members 
Mstep: Class 27 contains 298800 members 
Mstep: Class 28 contains 1398 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5252 members 
Mstep: Class 31 contains 7517 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5606 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12297 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33257 members 
Mstep: Class 41 contains 40131 members 
Mstep: Class 42 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932104.000000 Penalty: 144037.250000
Iteration 204Q: 43 clusters Score -1.109321e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 49138 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 133092 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 3190 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 16210 members 
Mstep: Class 14 contains 14779 members 
Mstep: Class 15 contains 37195 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16588 members 
Mstep: Class 18 contains 45820 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74546 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2936 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110920 members 
Mstep: Class 27 contains 299035 members 
Mstep: Class 28 contains 1399 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7518 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5613 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12312 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33261 members 
Mstep: Class 41 contains 40283 members 
Mstep: Class 42 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932040.000000 Penalty: 144037.250000
Iteration 205Q: 43 clusters Score -1.10932e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 49152 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 16875 members 
Mstep: Class 9 contains 132777 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 14773 members 
Mstep: Class 15 contains 37151 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 45773 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74526 members 
Mstep: Class 21 contains 3024 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110886 members 
Mstep: Class 27 contains 299259 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7520 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5612 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12323 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33266 members 
Mstep: Class 41 contains 40399 members 
Mstep: Class 42 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932136.000000 Penalty: 144037.250000
Iteration 206Q: 43 clusters Score -1.109321e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 49181 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 132462 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 16204 members 
Mstep: Class 14 contains 14763 members 
Mstep: Class 15 contains 37125 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16584 members 
Mstep: Class 18 contains 45742 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74518 members 
Mstep: Class 21 contains 3023 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110859 members 
Mstep: Class 27 contains 299470 members 
Mstep: Class 28 contains 1403 members 
Mstep: Class 29 contains 33872 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7521 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5614 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12331 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33279 members 
Mstep: Class 41 contains 40482 members 
Mstep: Class 42 contains 3910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932160.000000 Penalty: 144037.250000
Iteration 207Q: 43 clusters Score -1.109322e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49189 members 
Mstep: Class 5 contains 2913 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16870 members 
Mstep: Class 9 contains 132162 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 16202 members 
Mstep: Class 14 contains 14757 members 
Mstep: Class 15 contains 37110 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16582 members 
Mstep: Class 18 contains 45718 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74513 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110845 members 
Mstep: Class 27 contains 299715 members 
Mstep: Class 28 contains 1403 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7520 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5616 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12333 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33280 members 
Mstep: Class 41 contains 40532 members 
Mstep: Class 42 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931928.000000 Penalty: 144037.250000
Iteration 208Q: 43 clusters Score -1.109319e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49189 members 
Mstep: Class 5 contains 2914 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 131894 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 13851 members 
Mstep: Class 13 contains 16201 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 37085 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16581 members 
Mstep: Class 18 contains 45687 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74518 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110835 members 
Mstep: Class 27 contains 299950 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7520 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5619 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12333 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33284 members 
Mstep: Class 41 contains 40564 members 
Mstep: Class 42 contains 4061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931848.000000 Penalty: 144037.250000
Iteration 209Q: 43 clusters Score -1.109318e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49217 members 
Mstep: Class 5 contains 2914 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 131611 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 13831 members 
Mstep: Class 13 contains 16200 members 
Mstep: Class 14 contains 14735 members 
Mstep: Class 15 contains 37073 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16579 members 
Mstep: Class 18 contains 45660 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74529 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110828 members 
Mstep: Class 27 contains 300170 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7520 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12343 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33289 members 
Mstep: Class 41 contains 40578 members 
Mstep: Class 42 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931576.000000 Penalty: 144037.250000
Iteration 210Q: 43 clusters Score -1.109316e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49236 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 131358 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 13814 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 14721 members 
Mstep: Class 15 contains 37061 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16575 members 
Mstep: Class 18 contains 45638 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74530 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110821 members 
Mstep: Class 27 contains 300359 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7523 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5625 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12351 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33293 members 
Mstep: Class 41 contains 40601 members 
Mstep: Class 42 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931528.000000 Penalty: 144037.250000
Iteration 211Q: 43 clusters Score -1.109315e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49260 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 131122 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 13812 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 14718 members 
Mstep: Class 15 contains 37054 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16570 members 
Mstep: Class 18 contains 45622 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74539 members 
Mstep: Class 21 contains 3023 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2944 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110818 members 
Mstep: Class 27 contains 300504 members 
Mstep: Class 28 contains 1405 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7525 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5628 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12359 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33285 members 
Mstep: Class 41 contains 40621 members 
Mstep: Class 42 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931488.000000 Penalty: 144037.250000
Iteration 212Q: 43 clusters Score -1.109315e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49278 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 130869 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 13805 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 14713 members 
Mstep: Class 15 contains 37044 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16567 members 
Mstep: Class 18 contains 45618 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74551 members 
Mstep: Class 21 contains 3024 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110817 members 
Mstep: Class 27 contains 300669 members 
Mstep: Class 28 contains 1405 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7528 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5630 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12367 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33286 members 
Mstep: Class 41 contains 40643 members 
Mstep: Class 42 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931320.000000 Penalty: 144037.250000
Iteration 213Q: 43 clusters Score -1.109313e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 130635 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 13794 members 
Mstep: Class 13 contains 16199 members 
Mstep: Class 14 contains 14711 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16563 members 
Mstep: Class 18 contains 45602 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74579 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110818 members 
Mstep: Class 27 contains 300824 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7529 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5633 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12376 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33283 members 
Mstep: Class 41 contains 40661 members 
Mstep: Class 42 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931376.000000 Penalty: 144037.250000
Iteration 214Q: 43 clusters Score -1.109314e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2917 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 130413 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 13790 members 
Mstep: Class 13 contains 16196 members 
Mstep: Class 14 contains 14709 members 
Mstep: Class 15 contains 37021 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16561 members 
Mstep: Class 18 contains 45591 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74593 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110814 members 
Mstep: Class 27 contains 300976 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7530 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12379 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33282 members 
Mstep: Class 41 contains 40679 members 
Mstep: Class 42 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931368.000000 Penalty: 144037.250000
Iteration 215Q: 43 clusters Score -1.109314e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 130206 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 13782 members 
Mstep: Class 13 contains 16193 members 
Mstep: Class 14 contains 14709 members 
Mstep: Class 15 contains 37013 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16557 members 
Mstep: Class 18 contains 45585 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74614 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110814 members 
Mstep: Class 27 contains 301095 members 
Mstep: Class 28 contains 1403 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7532 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12387 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33279 members 
Mstep: Class 41 contains 40697 members 
Mstep: Class 42 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931344.000000 Penalty: 144037.250000
Iteration 216Q: 43 clusters Score -1.109313e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49375 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 130028 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 13778 members 
Mstep: Class 13 contains 16192 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 15 contains 37010 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16550 members 
Mstep: Class 18 contains 45578 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74638 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110811 members 
Mstep: Class 27 contains 301200 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7534 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12392 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33280 members 
Mstep: Class 41 contains 40706 members 
Mstep: Class 42 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931352.000000 Penalty: 144037.250000
Iteration 217Q: 43 clusters Score -1.109314e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49392 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 129869 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 13769 members 
Mstep: Class 13 contains 16190 members 
Mstep: Class 14 contains 14702 members 
Mstep: Class 15 contains 37007 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16546 members 
Mstep: Class 18 contains 45559 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74663 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110811 members 
Mstep: Class 27 contains 301298 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7536 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5635 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12395 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33282 members 
Mstep: Class 41 contains 40724 members 
Mstep: Class 42 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931376.000000 Penalty: 144037.250000
Iteration 218Q: 43 clusters Score -1.109314e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49415 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 129718 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 13763 members 
Mstep: Class 13 contains 16188 members 
Mstep: Class 14 contains 14701 members 
Mstep: Class 15 contains 36997 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 45540 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74678 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110807 members 
Mstep: Class 27 contains 301404 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7536 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12399 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33284 members 
Mstep: Class 41 contains 40740 members 
Mstep: Class 42 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931512.000000 Penalty: 144037.250000
Iteration 219Q: 43 clusters Score -1.109315e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49430 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 129582 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 13757 members 
Mstep: Class 13 contains 16187 members 
Mstep: Class 14 contains 14695 members 
Mstep: Class 15 contains 36984 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 45528 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74696 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110806 members 
Mstep: Class 27 contains 301490 members 
Mstep: Class 28 contains 1405 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7536 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12410 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33291 members 
Mstep: Class 41 contains 40753 members 
Mstep: Class 42 contains 4540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931416.000000 Penalty: 144037.250000
Iteration 220F: 43 clusters Score -1.109314e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49442 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16894 members 
Mstep: Class 9 contains 129456 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 14 contains 14691 members 
Mstep: Class 15 contains 36973 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 45518 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74712 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110804 members 
Mstep: Class 27 contains 301592 members 
Mstep: Class 28 contains 1406 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7537 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12414 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33298 members 
Mstep: Class 41 contains 40758 members 
Mstep: Class 42 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931296.000000 Penalty: 144037.250000
Iteration 221Q: 43 clusters Score -1.109313e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49452 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16899 members 
Mstep: Class 9 contains 129332 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 14684 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16545 members 
Mstep: Class 18 contains 45511 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74721 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110802 members 
Mstep: Class 27 contains 301693 members 
Mstep: Class 28 contains 1408 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12418 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33305 members 
Mstep: Class 41 contains 40767 members 
Mstep: Class 42 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931368.000000 Penalty: 144037.250000
Iteration 222Q: 43 clusters Score -1.109314e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 129218 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 13738 members 
Mstep: Class 13 contains 16182 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 36958 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 45502 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74733 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110799 members 
Mstep: Class 27 contains 301779 members 
Mstep: Class 28 contains 1408 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12423 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33311 members 
Mstep: Class 41 contains 40773 members 
Mstep: Class 42 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931472.000000 Penalty: 144037.250000
Iteration 223Q: 43 clusters Score -1.109315e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49483 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 129089 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 13739 members 
Mstep: Class 13 contains 16182 members 
Mstep: Class 14 contains 14675 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 45496 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74748 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110797 members 
Mstep: Class 27 contains 301845 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12431 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33317 members 
Mstep: Class 41 contains 40783 members 
Mstep: Class 42 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931440.000000 Penalty: 144037.250000
Iteration 224Q: 43 clusters Score -1.109314e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49499 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16892 members 
Mstep: Class 9 contains 128988 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 13729 members 
Mstep: Class 13 contains 16182 members 
Mstep: Class 14 contains 14673 members 
Mstep: Class 15 contains 36959 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16540 members 
Mstep: Class 18 contains 45490 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74755 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110793 members 
Mstep: Class 27 contains 301918 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12434 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33321 members 
Mstep: Class 41 contains 40791 members 
Mstep: Class 42 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931336.000000 Penalty: 144037.250000
Iteration 225Q: 43 clusters Score -1.109313e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49515 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16893 members 
Mstep: Class 9 contains 128897 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 16181 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 36955 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 45485 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74775 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110793 members 
Mstep: Class 27 contains 301959 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7541 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12436 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33326 members 
Mstep: Class 41 contains 40796 members 
Mstep: Class 42 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931248.000000 Penalty: 144037.250000
Iteration 226Q: 43 clusters Score -1.109312e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 49519 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16895 members 
Mstep: Class 9 contains 128791 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 14676 members 
Mstep: Class 15 contains 36956 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 45481 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74789 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110791 members 
Mstep: Class 27 contains 302045 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7543 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12438 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33326 members 
Mstep: Class 41 contains 40796 members 
Mstep: Class 42 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931232.000000 Penalty: 144037.250000
Iteration 227Q: 43 clusters Score -1.109312e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 49525 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 128704 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 14676 members 
Mstep: Class 15 contains 36953 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 45480 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74803 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110792 members 
Mstep: Class 27 contains 302096 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7546 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12439 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33327 members 
Mstep: Class 41 contains 40802 members 
Mstep: Class 42 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931128.000000 Penalty: 144037.250000
Iteration 228Q: 43 clusters Score -1.109311e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 49534 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16897 members 
Mstep: Class 9 contains 128610 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 36954 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16527 members 
Mstep: Class 18 contains 45483 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74822 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110791 members 
Mstep: Class 27 contains 302131 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33874 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7551 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12443 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33325 members 
Mstep: Class 41 contains 40812 members 
Mstep: Class 42 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931256.000000 Penalty: 144037.250000
Iteration 229Q: 43 clusters Score -1.109313e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 49542 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 128518 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13718 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16528 members 
Mstep: Class 18 contains 45484 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74840 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110789 members 
Mstep: Class 27 contains 302179 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33877 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7553 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12446 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33326 members 
Mstep: Class 41 contains 40823 members 
Mstep: Class 42 contains 4660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931288.000000 Penalty: 144037.250000
Iteration 230Q: 43 clusters Score -1.109313e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 49549 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 128444 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 14673 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16527 members 
Mstep: Class 18 contains 45478 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74854 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110787 members 
Mstep: Class 27 contains 302216 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33877 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7554 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12450 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33328 members 
Mstep: Class 41 contains 40832 members 
Mstep: Class 42 contains 4674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931368.000000 Penalty: 144037.250000
Iteration 231Q: 43 clusters Score -1.109314e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 49562 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 128377 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13701 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16527 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74864 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110786 members 
Mstep: Class 27 contains 302244 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33877 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7557 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12453 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33330 members 
Mstep: Class 41 contains 40834 members 
Mstep: Class 42 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931328.000000 Penalty: 144037.250000
Iteration 232Q: 43 clusters Score -1.109313e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49577 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 128312 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14672 members 
Mstep: Class 15 contains 36955 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16527 members 
Mstep: Class 18 contains 45472 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74865 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110787 members 
Mstep: Class 27 contains 302268 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7560 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33332 members 
Mstep: Class 41 contains 40839 members 
Mstep: Class 42 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931256.000000 Penalty: 144037.250000
Iteration 233Q: 43 clusters Score -1.109313e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49588 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 128265 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13691 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 36958 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16524 members 
Mstep: Class 18 contains 45471 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74871 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302283 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7562 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33333 members 
Mstep: Class 41 contains 40844 members 
Mstep: Class 42 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931176.000000 Penalty: 144037.250000
Iteration 234Q: 43 clusters Score -1.109312e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49598 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 128198 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13683 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14672 members 
Mstep: Class 15 contains 36956 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16524 members 
Mstep: Class 18 contains 45475 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74888 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302312 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33333 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931184.000000 Penalty: 144037.250000
Iteration 235Q: 43 clusters Score -1.109312e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49605 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16917 members 
Mstep: Class 9 contains 128150 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13679 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 36955 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 45473 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74894 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302348 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33335 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931192.000000 Penalty: 144037.250000
Iteration 236Q: 43 clusters Score -1.109312e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 128098 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 36957 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 45472 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74900 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302387 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33340 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931080.000000 Penalty: 144037.250000
Iteration 237Q: 43 clusters Score -1.109311e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49614 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 128049 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 36959 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 45473 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74904 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302426 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33342 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931120.000000 Penalty: 144037.250000
Iteration 238Q: 43 clusters Score -1.109311e+08 nChanged 112
Entering ConstructFrom: 
Score: -110931120.000000 Penalty: 144037.250000
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -49000.371094 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -49000.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47489.746094 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -47489.75 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48011.375000 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -48011.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48403.445312 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -48403.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48703.835938 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -48703.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48984.222656 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -48984.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49072.863281 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -49072.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49137.113281 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -49137.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49227.933594 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -49227.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49283.500000 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -49283.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49342.675781 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -49342.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49421.320312 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -49421.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49510.890625 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -49510.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49595.968750 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -49595.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49744.179688 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -49744.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49994.000000 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -49994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50087.007812 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -50087.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50112.210938 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -50112.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50126.019531 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -50126.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50133.152344 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -50133.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50137.406250 Penalty: 3167.056396
	Iteration 19F: 3 clusters Score -50137.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50150.371094 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -50150.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50209.066406 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -50209.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50322.941406 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -50322.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50326.093750 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -50326.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50328.808594 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -50328.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50332.277344 Penalty: 3167.056396
	Iteration 25Q: 3 clusters Score -50332.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50345.800781 Penalty: 3167.056396
	Iteration 26Q: 3 clusters Score -50345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50364.261719 Penalty: 3167.056396
	Iteration 27Q: 3 clusters Score -50364.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50388.023438 Penalty: 3167.056396
	Iteration 28Q: 3 clusters Score -50388.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50403.902344 Penalty: 3167.056396
	Iteration 29Q: 3 clusters Score -50403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50414.832031 Penalty: 3167.056396
	Iteration 30Q: 3 clusters Score -50414.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50440.734375 Penalty: 3167.056396
	Iteration 31Q: 3 clusters Score -50440.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50445.117188 Penalty: 3167.056396
	Iteration 32Q: 3 clusters Score -50445.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50445.117188 Penalty: 3167.056396
	Iteration 33F: 3 clusters Score -50445.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49624 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127991 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45475 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302464 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33346 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4734 members 
Mstep: Class 43 contains 167 members 
Entering Unmasked Estep 
Score: -110930656.000000 Penalty: 147466.703125
Splitting cluster 1 changes total score from -110931120.000000 to -110930656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66510.359375 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66510.36 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66943.468750 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66943.47 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67307.679688 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67307.68 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67727.906250 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67727.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68048.140625 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -68048.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68145.890625 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -68145.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68188.734375 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -68188.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68225.578125 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -68225.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68283.789062 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -68283.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68450.710938 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -68450.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68532.687500 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -68532.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68569.406250 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -68569.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68569.406250 Penalty: 3276.227783
	Iteration 12F: 3 clusters Score -68569.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 318 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49624 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127991 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45475 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302464 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33346 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4734 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
Score: -110929704.000000 Penalty: 147466.703125
Splitting cluster 2 changes total score from -110931120.000000 to -110929704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -492222.625000 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -492222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -488029.687500 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -488029.7 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -488973.281250 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -488973.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -489161.812500 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -489161.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -489285.250000 Penalty: 4167.283691
	Iteration 3Q: 3 clusters Score -489285.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -489384.343750 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -489384.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -489459.750000 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -489459.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -489527.343750 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -489527.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -489584.937500 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -489584.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -489619.312500 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -489619.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -489666.593750 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -489666.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -489711.687500 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -489711.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -489754.500000 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -489754.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -489804.468750 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -489804.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -489860.125000 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -489860.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -489909.812500 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -489909.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -489958.343750 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -489958.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -490004.750000 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -490004.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -490038.531250 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -490038.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -490060.437500 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -490060.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -490088.031250 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -490088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -490114.468750 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -490114.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -490146.906250 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -490146.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -490179.218750 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -490179.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -490209.875000 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -490209.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -490233.812500 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -490233.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -490259.687500 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -490259.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -490273.843750 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -490273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -490291.562500 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -490291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -490309.218750 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -490309.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -490323.875000 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -490323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -490336.281250 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -490336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -490344.843750 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -490344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -490349.750000 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -490349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -490351.625000 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -490351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -490353.593750 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -490353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -490355.937500 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -490355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -490357.750000 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -490357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -490359.687500 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -490359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -490364.875000 Penalty: 4167.283691
	Iteration 38Q: 3 clusters Score -490364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -490368.656250 Penalty: 4167.283691
	Iteration 39Q: 3 clusters Score -490368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -490373.031250 Penalty: 4167.283691
	Iteration 40F: 3 clusters Score -490373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -490379.593750 Penalty: 4167.283691
	Iteration 41Q: 3 clusters Score -490379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -490383.593750 Penalty: 4167.283691
	Iteration 42Q: 3 clusters Score -490383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -490384.906250 Penalty: 4167.283691
	Iteration 43Q: 3 clusters Score -490384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -490384.906250 Penalty: 4167.283691
	Iteration 44F: 3 clusters Score -490384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Entering Unmasked Estep 
Score: -5492311.000000 Penalty: 2681.433105
	Iteration 0F: 2 clusters Score -5492311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5458738.000000 Penalty: 5362.866211
	Iteration 0F: 3 clusters Score -5458738 nChanged 23025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5471406.000000 Penalty: 5362.866211
	Iteration 1F: 3 clusters Score -5471406 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5471850.500000 Penalty: 5362.866211
	Iteration 2Q: 3 clusters Score -5471850 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -5472298.000000 Penalty: 5362.866211
	Iteration 3Q: 3 clusters Score -5472298 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5472717.000000 Penalty: 5362.866211
	Iteration 4Q: 3 clusters Score -5472717 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5473140.500000 Penalty: 5362.866211
	Iteration 5Q: 3 clusters Score -5473140 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -5473563.000000 Penalty: 5362.866211
	Iteration 6Q: 3 clusters Score -5473563 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5474192.000000 Penalty: 5362.866211
	Iteration 7Q: 3 clusters Score -5474192 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5475031.500000 Penalty: 5362.866211
	Iteration 8Q: 3 clusters Score -5475032 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5476064.500000 Penalty: 5362.866211
	Iteration 9Q: 3 clusters Score -5476064 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5477420.000000 Penalty: 5362.866211
	Iteration 10Q: 3 clusters Score -5477420 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5479269.500000 Penalty: 5362.866211
	Iteration 11F: 3 clusters Score -5479270 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5481400.000000 Penalty: 5362.866211
	Iteration 12F: 3 clusters Score -5481400 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5483468.500000 Penalty: 5362.866211
	Iteration 13F: 3 clusters Score -5483468 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5485272.000000 Penalty: 5362.866211
	Iteration 14Q: 3 clusters Score -5485272 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -5486555.000000 Penalty: 5362.866211
	Iteration 15Q: 3 clusters Score -5486555 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5487595.000000 Penalty: 5362.866211
	Iteration 16Q: 3 clusters Score -5487595 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -5488351.000000 Penalty: 5362.866211
	Iteration 17Q: 3 clusters Score -5488351 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -5488850.500000 Penalty: 5362.866211
	Iteration 18Q: 3 clusters Score -5488850 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5489254.000000 Penalty: 5362.866211
	Iteration 19Q: 3 clusters Score -5489254 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5489514.500000 Penalty: 5362.866211
	Iteration 20F: 3 clusters Score -5489514 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5489714.000000 Penalty: 5362.866211
	Iteration 21Q: 3 clusters Score -5489714 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5489859.000000 Penalty: 5362.866211
	Iteration 22Q: 3 clusters Score -5489859 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -5489991.500000 Penalty: 5362.866211
	Iteration 23Q: 3 clusters Score -5489992 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5490093.000000 Penalty: 5362.866211
	Iteration 24Q: 3 clusters Score -5490093 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5490145.500000 Penalty: 5362.866211
	Iteration 25Q: 3 clusters Score -5490146 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5490232.000000 Penalty: 5362.866211
	Iteration 26Q: 3 clusters Score -5490232 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -5490259.000000 Penalty: 5362.866211
	Iteration 27Q: 3 clusters Score -5490259 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5490281.500000 Penalty: 5362.866211
	Iteration 28Q: 3 clusters Score -5490282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5490313.000000 Penalty: 5362.866211
	Iteration 29Q: 3 clusters Score -5490313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5490324.500000 Penalty: 5362.866211
	Iteration 30Q: 3 clusters Score -5490324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5490360.000000 Penalty: 5362.866211
	Iteration 31Q: 3 clusters Score -5490360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5490381.500000 Penalty: 5362.866211
	Iteration 32Q: 3 clusters Score -5490382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5490397.500000 Penalty: 5362.866211
	Iteration 33Q: 3 clusters Score -5490398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5490413.500000 Penalty: 5362.866211
	Iteration 34Q: 3 clusters Score -5490414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5490443.000000 Penalty: 5362.866211
	Iteration 35Q: 3 clusters Score -5490443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5490438.500000 Penalty: 5362.866211
	Iteration 36Q: 3 clusters Score -5490438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5490446.500000 Penalty: 5362.866211
	Iteration 37Q: 3 clusters Score -5490446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5490446.500000 Penalty: 5362.866211
	Iteration 38Q: 3 clusters Score -5490446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5490463.000000 Penalty: 5362.866211
	Iteration 39Q: 3 clusters Score -5490463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5490474.500000 Penalty: 5362.866211
	Iteration 40F: 3 clusters Score -5490474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5490501.000000 Penalty: 5362.866211
	Iteration 41Q: 3 clusters Score -5490501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5490498.500000 Penalty: 5362.866211
	Iteration 42Q: 3 clusters Score -5490498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5490501.500000 Penalty: 5362.866211
	Iteration 43Q: 3 clusters Score -5490502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -5490508.000000 Penalty: 5362.866211
	Iteration 44Q: 3 clusters Score -5490508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5490512.000000 Penalty: 5362.866211
	Iteration 45Q: 3 clusters Score -5490512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5490512.500000 Penalty: 5362.866211
	Iteration 46Q: 3 clusters Score -5490512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5490523.000000 Penalty: 5362.866211
	Iteration 47Q: 3 clusters Score -5490523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5490522.000000 Penalty: 5362.866211
	Iteration 48Q: 3 clusters Score -5490522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5490516.500000 Penalty: 5362.866211
	Iteration 49Q: 3 clusters Score -5490516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5490513.000000 Penalty: 5362.866211
	Iteration 50Q: 3 clusters Score -5490513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5490513.000000 Penalty: 5362.866211
	Iteration 51Q: 3 clusters Score -5490513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5490517.500000 Penalty: 5362.866211
	Iteration 52Q: 3 clusters Score -5490518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5490516.500000 Penalty: 5362.866211
	Iteration 53Q: 3 clusters Score -5490516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5490512.500000 Penalty: 5362.866211
	Iteration 54Q: 3 clusters Score -5490512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5490519.000000 Penalty: 5362.866211
	Iteration 55Q: 3 clusters Score -5490519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5490523.500000 Penalty: 5362.866211
	Iteration 56Q: 3 clusters Score -5490524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5490525.000000 Penalty: 5362.866211
	Iteration 57Q: 3 clusters Score -5490525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5490521.500000 Penalty: 5362.866211
	Iteration 58Q: 3 clusters Score -5490522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5490523.500000 Penalty: 5362.866211
	Iteration 59Q: 3 clusters Score -5490524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5490523.500000 Penalty: 5362.866211
	Iteration 60F: 3 clusters Score -5490524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -329852.593750 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -329852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -326620.000000 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -326620 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -327277.093750 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -327277.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -327412.812500 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -327412.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -327485.500000 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -327485.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -327526.343750 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -327526.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -327549.812500 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -327549.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -327573.312500 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -327573.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -327593.218750 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -327593.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -327609.906250 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -327609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -327624.531250 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -327624.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -327634.406250 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -327634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -327638.031250 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -327638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -327641.062500 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -327641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -327642.750000 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -327642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -327644.531250 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -327644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -327647.156250 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -327647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -327650.750000 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -327650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -327654.687500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -327654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -327659.218750 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -327659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -327661.750000 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -327661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -327663.406250 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -327663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -327665.250000 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -327665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -327668.125000 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -327668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -327670.000000 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -327670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -327670.187500 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -327670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -327670.687500 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -327670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -327670.687500 Penalty: 3958.939697
	Iteration 26F: 3 clusters Score -327670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32530.388672 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32530.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32704.072266 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32704.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32768.925781 Penalty: 2946.324951
	Iteration 2Q: 3 clusters Score -32768.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32802.667969 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32802.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32818.675781 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32818.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32824.960938 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -32824.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32837.058594 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -32837.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32849.492188 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -32849.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32861.320312 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -32861.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32874.300781 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -32874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32887.675781 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -32887.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32889.496094 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -32889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32889.496094 Penalty: 2946.324951
	Iteration 12F: 3 clusters Score -32889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Entering Unmasked Estep 
Score: -785129.437500 Penalty: 2197.931152
	Iteration 0F: 2 clusters Score -785129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -779279.562500 Penalty: 4395.862305
	Iteration 0F: 3 clusters Score -779279.6 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -780815.312500 Penalty: 4395.862305
	Iteration 1F: 3 clusters Score -780815.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -781041.562500 Penalty: 4395.862305
	Iteration 2F: 3 clusters Score -781041.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -781182.437500 Penalty: 4395.862305
	Iteration 3Q: 3 clusters Score -781182.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -781264.750000 Penalty: 4395.862305
	Iteration 4Q: 3 clusters Score -781264.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -781330.437500 Penalty: 4395.862305
	Iteration 5Q: 3 clusters Score -781330.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -781390.312500 Penalty: 4395.862305
	Iteration 6Q: 3 clusters Score -781390.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -781445.937500 Penalty: 4395.862305
	Iteration 7Q: 3 clusters Score -781445.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -781495.687500 Penalty: 4395.862305
	Iteration 8Q: 3 clusters Score -781495.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -781532.062500 Penalty: 4395.862305
	Iteration 9Q: 3 clusters Score -781532.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -781574.687500 Penalty: 4395.862305
	Iteration 10Q: 3 clusters Score -781574.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -781617.312500 Penalty: 4395.862305
	Iteration 11Q: 3 clusters Score -781617.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -781658.687500 Penalty: 4395.862305
	Iteration 12Q: 3 clusters Score -781658.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -781699.750000 Penalty: 4395.862305
	Iteration 13Q: 3 clusters Score -781699.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -781738.625000 Penalty: 4395.862305
	Iteration 14Q: 3 clusters Score -781738.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -781771.687500 Penalty: 4395.862305
	Iteration 15Q: 3 clusters Score -781771.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -781801.062500 Penalty: 4395.862305
	Iteration 16Q: 3 clusters Score -781801.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -781835.250000 Penalty: 4395.862305
	Iteration 17Q: 3 clusters Score -781835.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -781869.000000 Penalty: 4395.862305
	Iteration 18Q: 3 clusters Score -781869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -781902.375000 Penalty: 4395.862305
	Iteration 19Q: 3 clusters Score -781902.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -781937.937500 Penalty: 4395.862305
	Iteration 20F: 3 clusters Score -781937.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -781971.187500 Penalty: 4395.862305
	Iteration 21Q: 3 clusters Score -781971.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -782008.250000 Penalty: 4395.862305
	Iteration 22Q: 3 clusters Score -782008.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -782051.562500 Penalty: 4395.862305
	Iteration 23Q: 3 clusters Score -782051.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -782083.125000 Penalty: 4395.862305
	Iteration 24Q: 3 clusters Score -782083.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -782106.000000 Penalty: 4395.862305
	Iteration 25Q: 3 clusters Score -782106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -782130.125000 Penalty: 4395.862305
	Iteration 26Q: 3 clusters Score -782130.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -782153.937500 Penalty: 4395.862305
	Iteration 27Q: 3 clusters Score -782153.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -782177.562500 Penalty: 4395.862305
	Iteration 28Q: 3 clusters Score -782177.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -782207.500000 Penalty: 4395.862305
	Iteration 29Q: 3 clusters Score -782207.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -782247.437500 Penalty: 4395.862305
	Iteration 30Q: 3 clusters Score -782247.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -782286.312500 Penalty: 4395.862305
	Iteration 31Q: 3 clusters Score -782286.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -782320.312500 Penalty: 4395.862305
	Iteration 32Q: 3 clusters Score -782320.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -782354.500000 Penalty: 4395.862305
	Iteration 33Q: 3 clusters Score -782354.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -782382.750000 Penalty: 4395.862305
	Iteration 34Q: 3 clusters Score -782382.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -782418.250000 Penalty: 4395.862305
	Iteration 35Q: 3 clusters Score -782418.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -782447.375000 Penalty: 4395.862305
	Iteration 36Q: 3 clusters Score -782447.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -782476.687500 Penalty: 4395.862305
	Iteration 37Q: 3 clusters Score -782476.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -782498.625000 Penalty: 4395.862305
	Iteration 38Q: 3 clusters Score -782498.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -782518.125000 Penalty: 4395.862305
	Iteration 39Q: 3 clusters Score -782518.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -782533.250000 Penalty: 4395.862305
	Iteration 40F: 3 clusters Score -782533.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -782550.937500 Penalty: 4395.862305
	Iteration 41Q: 3 clusters Score -782550.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -782567.437500 Penalty: 4395.862305
	Iteration 42Q: 3 clusters Score -782567.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -782579.562500 Penalty: 4395.862305
	Iteration 43Q: 3 clusters Score -782579.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -782592.812500 Penalty: 4395.862305
	Iteration 44Q: 3 clusters Score -782592.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -782610.375000 Penalty: 4395.862305
	Iteration 45Q: 3 clusters Score -782610.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -782624.625000 Penalty: 4395.862305
	Iteration 46Q: 3 clusters Score -782624.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -782638.500000 Penalty: 4395.862305
	Iteration 47Q: 3 clusters Score -782638.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -782655.125000 Penalty: 4395.862305
	Iteration 48Q: 3 clusters Score -782655.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -782672.187500 Penalty: 4395.862305
	Iteration 49Q: 3 clusters Score -782672.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -782688.375000 Penalty: 4395.862305
	Iteration 50Q: 3 clusters Score -782688.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -782701.625000 Penalty: 4395.862305
	Iteration 51Q: 3 clusters Score -782701.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -782716.687500 Penalty: 4395.862305
	Iteration 52Q: 3 clusters Score -782716.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -782730.937500 Penalty: 4395.862305
	Iteration 53Q: 3 clusters Score -782730.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -782748.562500 Penalty: 4395.862305
	Iteration 54Q: 3 clusters Score -782748.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -782764.875000 Penalty: 4395.862305
	Iteration 55Q: 3 clusters Score -782764.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -782783.250000 Penalty: 4395.862305
	Iteration 56Q: 3 clusters Score -782783.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -782800.000000 Penalty: 4395.862305
	Iteration 57Q: 3 clusters Score -782800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -782813.937500 Penalty: 4395.862305
	Iteration 58Q: 3 clusters Score -782813.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -782828.562500 Penalty: 4395.862305
	Iteration 59Q: 3 clusters Score -782828.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -782842.812500 Penalty: 4395.862305
	Iteration 60F: 3 clusters Score -782842.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -782853.187500 Penalty: 4395.862305
	Iteration 61Q: 3 clusters Score -782853.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -782863.000000 Penalty: 4395.862305
	Iteration 62Q: 3 clusters Score -782863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -782873.562500 Penalty: 4395.862305
	Iteration 63Q: 3 clusters Score -782873.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -782884.312500 Penalty: 4395.862305
	Iteration 64Q: 3 clusters Score -782884.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -782891.437500 Penalty: 4395.862305
	Iteration 65Q: 3 clusters Score -782891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -782896.687500 Penalty: 4395.862305
	Iteration 66Q: 3 clusters Score -782896.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -782904.187500 Penalty: 4395.862305
	Iteration 67Q: 3 clusters Score -782904.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -782917.500000 Penalty: 4395.862305
	Iteration 68Q: 3 clusters Score -782917.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -782929.937500 Penalty: 4395.862305
	Iteration 69Q: 3 clusters Score -782929.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -782939.937500 Penalty: 4395.862305
	Iteration 70Q: 3 clusters Score -782939.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -782945.250000 Penalty: 4395.862305
	Iteration 71Q: 3 clusters Score -782945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -782953.937500 Penalty: 4395.862305
	Iteration 72Q: 3 clusters Score -782953.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -782960.187500 Penalty: 4395.862305
	Iteration 73Q: 3 clusters Score -782960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -782965.250000 Penalty: 4395.862305
	Iteration 74Q: 3 clusters Score -782965.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -782971.062500 Penalty: 4395.862305
	Iteration 75Q: 3 clusters Score -782971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -782979.812500 Penalty: 4395.862305
	Iteration 76Q: 3 clusters Score -782979.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -782987.750000 Penalty: 4395.862305
	Iteration 77Q: 3 clusters Score -782987.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -782998.437500 Penalty: 4395.862305
	Iteration 78Q: 3 clusters Score -782998.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -783006.187500 Penalty: 4395.862305
	Iteration 79Q: 3 clusters Score -783006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -783014.312500 Penalty: 4395.862305
	Iteration 80F: 3 clusters Score -783014.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -783026.062500 Penalty: 4395.862305
	Iteration 81Q: 3 clusters Score -783026.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -783032.000000 Penalty: 4395.862305
	Iteration 82Q: 3 clusters Score -783032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -783040.562500 Penalty: 4395.862305
	Iteration 83Q: 3 clusters Score -783040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -783050.937500 Penalty: 4395.862305
	Iteration 84Q: 3 clusters Score -783050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -783059.187500 Penalty: 4395.862305
	Iteration 85Q: 3 clusters Score -783059.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -783067.187500 Penalty: 4395.862305
	Iteration 86Q: 3 clusters Score -783067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -783077.812500 Penalty: 4395.862305
	Iteration 87Q: 3 clusters Score -783077.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -783086.500000 Penalty: 4395.862305
	Iteration 88Q: 3 clusters Score -783086.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -783093.000000 Penalty: 4395.862305
	Iteration 89Q: 3 clusters Score -783093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -783101.125000 Penalty: 4395.862305
	Iteration 90Q: 3 clusters Score -783101.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -783106.812500 Penalty: 4395.862305
	Iteration 91Q: 3 clusters Score -783106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -783111.687500 Penalty: 4395.862305
	Iteration 92Q: 3 clusters Score -783111.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -783121.687500 Penalty: 4395.862305
	Iteration 93Q: 3 clusters Score -783121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -783125.125000 Penalty: 4395.862305
	Iteration 94Q: 3 clusters Score -783125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -783133.250000 Penalty: 4395.862305
	Iteration 95Q: 3 clusters Score -783133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -783140.187500 Penalty: 4395.862305
	Iteration 96Q: 3 clusters Score -783140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -783141.750000 Penalty: 4395.862305
	Iteration 97Q: 3 clusters Score -783141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -783146.687500 Penalty: 4395.862305
	Iteration 98Q: 3 clusters Score -783146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -783154.375000 Penalty: 4395.862305
	Iteration 99Q: 3 clusters Score -783154.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -783161.687500 Penalty: 4395.862305
	Iteration 100F: 3 clusters Score -783161.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -783167.375000 Penalty: 4395.862305
	Iteration 101Q: 3 clusters Score -783167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -783170.875000 Penalty: 4395.862305
	Iteration 102Q: 3 clusters Score -783170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -783175.875000 Penalty: 4395.862305
	Iteration 103Q: 3 clusters Score -783175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -783179.125000 Penalty: 4395.862305
	Iteration 104Q: 3 clusters Score -783179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -783184.875000 Penalty: 4395.862305
	Iteration 105Q: 3 clusters Score -783184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -783190.312500 Penalty: 4395.862305
	Iteration 106Q: 3 clusters Score -783190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -783191.750000 Penalty: 4395.862305
	Iteration 107Q: 3 clusters Score -783191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -783193.250000 Penalty: 4395.862305
	Iteration 108Q: 3 clusters Score -783193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -783196.062500 Penalty: 4395.862305
	Iteration 109Q: 3 clusters Score -783196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -783201.625000 Penalty: 4395.862305
	Iteration 110Q: 3 clusters Score -783201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -783206.125000 Penalty: 4395.862305
	Iteration 111Q: 3 clusters Score -783206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -783209.312500 Penalty: 4395.862305
	Iteration 112Q: 3 clusters Score -783209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -783211.500000 Penalty: 4395.862305
	Iteration 113Q: 3 clusters Score -783211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -783213.000000 Penalty: 4395.862305
	Iteration 114Q: 3 clusters Score -783213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -783214.250000 Penalty: 4395.862305
	Iteration 115Q: 3 clusters Score -783214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -783216.062500 Penalty: 4395.862305
	Iteration 116Q: 3 clusters Score -783216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -783216.625000 Penalty: 4395.862305
	Iteration 117Q: 3 clusters Score -783216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -783217.375000 Penalty: 4395.862305
	Iteration 118Q: 3 clusters Score -783217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -783217.375000 Penalty: 4395.862305
	Iteration 119F: 3 clusters Score -783217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Entering Unmasked Estep 
Score: -1955454.125000 Penalty: 2414.531738
	Iteration 0F: 2 clusters Score -1955454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1943309.500000 Penalty: 4829.063477
	Iteration 0F: 3 clusters Score -1943310 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1947269.250000 Penalty: 4829.063477
	Iteration 1F: 3 clusters Score -1947269 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1947594.125000 Penalty: 4829.063477
	Iteration 2F: 3 clusters Score -1947594 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1947878.375000 Penalty: 4829.063477
	Iteration 3Q: 3 clusters Score -1947878 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1948129.125000 Penalty: 4829.063477
	Iteration 4Q: 3 clusters Score -1948129 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1948400.250000 Penalty: 4829.063477
	Iteration 5Q: 3 clusters Score -1948400 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1948719.625000 Penalty: 4829.063477
	Iteration 6Q: 3 clusters Score -1948720 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1949115.000000 Penalty: 4829.063477
	Iteration 7Q: 3 clusters Score -1949115 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1949635.375000 Penalty: 4829.063477
	Iteration 8F: 3 clusters Score -1949635 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1950366.125000 Penalty: 4829.063477
	Iteration 9F: 3 clusters Score -1950366 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1951188.250000 Penalty: 4829.063477
	Iteration 10F: 3 clusters Score -1951188 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1952002.375000 Penalty: 4829.063477
	Iteration 11F: 3 clusters Score -1952002 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1952536.125000 Penalty: 4829.063477
	Iteration 12Q: 3 clusters Score -1952536 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1952873.250000 Penalty: 4829.063477
	Iteration 13Q: 3 clusters Score -1952873 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1953046.750000 Penalty: 4829.063477
	Iteration 14Q: 3 clusters Score -1953047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1953127.000000 Penalty: 4829.063477
	Iteration 15Q: 3 clusters Score -1953127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1953181.250000 Penalty: 4829.063477
	Iteration 16Q: 3 clusters Score -1953181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1953221.750000 Penalty: 4829.063477
	Iteration 17Q: 3 clusters Score -1953222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1953265.750000 Penalty: 4829.063477
	Iteration 18Q: 3 clusters Score -1953266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1953285.375000 Penalty: 4829.063477
	Iteration 19Q: 3 clusters Score -1953285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1953294.750000 Penalty: 4829.063477
	Iteration 20F: 3 clusters Score -1953295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1953304.250000 Penalty: 4829.063477
	Iteration 21Q: 3 clusters Score -1953304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1953308.250000 Penalty: 4829.063477
	Iteration 22Q: 3 clusters Score -1953308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1953308.250000 Penalty: 4829.063477
	Iteration 23F: 3 clusters Score -1953308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127991 members 
Entering Unmasked Estep 
Score: -14506027.000000 Penalty: 2916.409424
	Iteration 0F: 2 clusters Score -1.450603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -14420546.000000 Penalty: 5832.818848
	Iteration 0F: 3 clusters Score -1.442055e+07 nChanged 60631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -14455433.000000 Penalty: 5832.818848
	Iteration 1F: 3 clusters Score -1.445543e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -14456381.000000 Penalty: 5832.818848
	Iteration 2Q: 3 clusters Score -1.445638e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -14457770.000000 Penalty: 5832.818848
	Iteration 3Q: 3 clusters Score -1.445777e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -14459992.000000 Penalty: 5832.818848
	Iteration 4Q: 3 clusters Score -1.445999e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -14463469.000000 Penalty: 5832.818848
	Iteration 5Q: 3 clusters Score -1.446347e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -14468324.000000 Penalty: 5832.818848
	Iteration 6F: 3 clusters Score -1.446832e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -14474079.000000 Penalty: 5832.818848
	Iteration 7F: 3 clusters Score -1.447408e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -14480720.000000 Penalty: 5832.818848
	Iteration 8F: 3 clusters Score -1.448072e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -14486307.000000 Penalty: 5832.818848
	Iteration 9F: 3 clusters Score -1.448631e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -14489746.000000 Penalty: 5832.818848
	Iteration 10F: 3 clusters Score -1.448975e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -14491318.000000 Penalty: 5832.818848
	Iteration 11Q: 3 clusters Score -1.449132e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -14492416.000000 Penalty: 5832.818848
	Iteration 12Q: 3 clusters Score -1.449242e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -14493341.000000 Penalty: 5832.818848
	Iteration 13Q: 3 clusters Score -1.449334e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -14494370.000000 Penalty: 5832.818848
	Iteration 14Q: 3 clusters Score -1.449437e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -14495265.000000 Penalty: 5832.818848
	Iteration 15Q: 3 clusters Score -1.449526e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -14496273.000000 Penalty: 5832.818848
	Iteration 16Q: 3 clusters Score -1.449627e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -14497189.000000 Penalty: 5832.818848
	Iteration 17Q: 3 clusters Score -1.449719e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -14498065.000000 Penalty: 5832.818848
	Iteration 18Q: 3 clusters Score -1.449806e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -14498724.000000 Penalty: 5832.818848
	Iteration 19Q: 3 clusters Score -1.449872e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -14499361.000000 Penalty: 5832.818848
	Iteration 20F: 3 clusters Score -1.449936e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -14500011.000000 Penalty: 5832.818848
	Iteration 21Q: 3 clusters Score -1.450001e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -14500551.000000 Penalty: 5832.818848
	Iteration 22Q: 3 clusters Score -1.450055e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -14501002.000000 Penalty: 5832.818848
	Iteration 23Q: 3 clusters Score -1.4501e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -14501322.000000 Penalty: 5832.818848
	Iteration 24Q: 3 clusters Score -1.450132e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -14501617.000000 Penalty: 5832.818848
	Iteration 25Q: 3 clusters Score -1.450162e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -14501949.000000 Penalty: 5832.818848
	Iteration 26Q: 3 clusters Score -1.450195e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -14502265.000000 Penalty: 5832.818848
	Iteration 27Q: 3 clusters Score -1.450226e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -14502457.000000 Penalty: 5832.818848
	Iteration 28Q: 3 clusters Score -1.450246e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -14502691.000000 Penalty: 5832.818848
	Iteration 29Q: 3 clusters Score -1.450269e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -14502876.000000 Penalty: 5832.818848
	Iteration 30Q: 3 clusters Score -1.450288e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -14503003.000000 Penalty: 5832.818848
	Iteration 31Q: 3 clusters Score -1.4503e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108202 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -14503138.000000 Penalty: 5832.818848
	Iteration 32Q: 3 clusters Score -1.450314e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -14503290.000000 Penalty: 5832.818848
	Iteration 33Q: 3 clusters Score -1.450329e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -14503380.000000 Penalty: 5832.818848
	Iteration 34Q: 3 clusters Score -1.450338e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -14503547.000000 Penalty: 5832.818848
	Iteration 35Q: 3 clusters Score -1.450355e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -14503674.000000 Penalty: 5832.818848
	Iteration 36Q: 3 clusters Score -1.450367e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -14503763.000000 Penalty: 5832.818848
	Iteration 37Q: 3 clusters Score -1.450376e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111974 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -14503846.000000 Penalty: 5832.818848
	Iteration 38Q: 3 clusters Score -1.450385e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -14503943.000000 Penalty: 5832.818848
	Iteration 39Q: 3 clusters Score -1.450394e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -14504039.000000 Penalty: 5832.818848
	Iteration 40F: 3 clusters Score -1.450404e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -14504131.000000 Penalty: 5832.818848
	Iteration 41Q: 3 clusters Score -1.450413e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -14504190.000000 Penalty: 5832.818848
	Iteration 42Q: 3 clusters Score -1.450419e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -14504245.000000 Penalty: 5832.818848
	Iteration 43Q: 3 clusters Score -1.450424e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -14504265.000000 Penalty: 5832.818848
	Iteration 44Q: 3 clusters Score -1.450426e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -14504271.000000 Penalty: 5832.818848
	Iteration 45Q: 3 clusters Score -1.450427e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -14504323.000000 Penalty: 5832.818848
	Iteration 46Q: 3 clusters Score -1.450432e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115239 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -14504359.000000 Penalty: 5832.818848
	Iteration 47Q: 3 clusters Score -1.450436e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -14504394.000000 Penalty: 5832.818848
	Iteration 48Q: 3 clusters Score -1.450439e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -14504378.000000 Penalty: 5832.818848
	Iteration 49Q: 3 clusters Score -1.450438e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -14504459.000000 Penalty: 5832.818848
	Iteration 50Q: 3 clusters Score -1.450446e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -14504481.000000 Penalty: 5832.818848
	Iteration 51Q: 3 clusters Score -1.450448e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -14504457.000000 Penalty: 5832.818848
	Iteration 52Q: 3 clusters Score -1.450446e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -14504462.000000 Penalty: 5832.818848
	Iteration 53Q: 3 clusters Score -1.450446e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -14504500.000000 Penalty: 5832.818848
	Iteration 54Q: 3 clusters Score -1.45045e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -14504509.000000 Penalty: 5832.818848
	Iteration 55Q: 3 clusters Score -1.450451e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -14504503.000000 Penalty: 5832.818848
	Iteration 56Q: 3 clusters Score -1.45045e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -14504555.000000 Penalty: 5832.818848
	Iteration 57Q: 3 clusters Score -1.450456e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117461 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -14504575.000000 Penalty: 5832.818848
	Iteration 58Q: 3 clusters Score -1.450458e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -14504586.000000 Penalty: 5832.818848
	Iteration 59Q: 3 clusters Score -1.450459e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -14504573.000000 Penalty: 5832.818848
	Iteration 60F: 3 clusters Score -1.450457e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -14504595.000000 Penalty: 5832.818848
	Iteration 61Q: 3 clusters Score -1.45046e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -14504597.000000 Penalty: 5832.818848
	Iteration 62Q: 3 clusters Score -1.45046e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -14504617.000000 Penalty: 5832.818848
	Iteration 63Q: 3 clusters Score -1.450462e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -14504617.000000 Penalty: 5832.818848
	Iteration 64Q: 3 clusters Score -1.450462e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -14504621.000000 Penalty: 5832.818848
	Iteration 65Q: 3 clusters Score -1.450462e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -14504636.000000 Penalty: 5832.818848
	Iteration 66Q: 3 clusters Score -1.450464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -14504637.000000 Penalty: 5832.818848
	Iteration 67Q: 3 clusters Score -1.450464e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -14504673.000000 Penalty: 5832.818848
	Iteration 68Q: 3 clusters Score -1.450467e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -14504693.000000 Penalty: 5832.818848
	Iteration 69Q: 3 clusters Score -1.450469e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -14504714.000000 Penalty: 5832.818848
	Iteration 70Q: 3 clusters Score -1.450471e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118697 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -14504684.000000 Penalty: 5832.818848
	Iteration 71Q: 3 clusters Score -1.450468e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118763 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -14504687.000000 Penalty: 5832.818848
	Iteration 72Q: 3 clusters Score -1.450469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -14504701.000000 Penalty: 5832.818848
	Iteration 73Q: 3 clusters Score -1.45047e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -14504729.000000 Penalty: 5832.818848
	Iteration 74Q: 3 clusters Score -1.450473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -14504725.000000 Penalty: 5832.818848
	Iteration 75Q: 3 clusters Score -1.450472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119055 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -14504733.000000 Penalty: 5832.818848
	Iteration 76Q: 3 clusters Score -1.450473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119111 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -14504741.000000 Penalty: 5832.818848
	Iteration 77Q: 3 clusters Score -1.450474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -14504740.000000 Penalty: 5832.818848
	Iteration 78Q: 3 clusters Score -1.450474e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -14504721.000000 Penalty: 5832.818848
	Iteration 79Q: 3 clusters Score -1.450472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -14504730.000000 Penalty: 5832.818848
	Iteration 80F: 3 clusters Score -1.450473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -14504719.000000 Penalty: 5832.818848
	Iteration 81Q: 3 clusters Score -1.450472e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -14504729.000000 Penalty: 5832.818848
	Iteration 82Q: 3 clusters Score -1.450473e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -14504753.000000 Penalty: 5832.818848
	Iteration 83Q: 3 clusters Score -1.450475e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -14504785.000000 Penalty: 5832.818848
	Iteration 84Q: 3 clusters Score -1.450478e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119547 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -14504778.000000 Penalty: 5832.818848
	Iteration 85Q: 3 clusters Score -1.450478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -14504790.000000 Penalty: 5832.818848
	Iteration 86Q: 3 clusters Score -1.450479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -14504786.000000 Penalty: 5832.818848
	Iteration 87Q: 3 clusters Score -1.450479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -14504789.000000 Penalty: 5832.818848
	Iteration 88Q: 3 clusters Score -1.450479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -14504792.000000 Penalty: 5832.818848
	Iteration 89Q: 3 clusters Score -1.450479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -14504773.000000 Penalty: 5832.818848
	Iteration 90Q: 3 clusters Score -1.450477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -14504780.000000 Penalty: 5832.818848
	Iteration 91Q: 3 clusters Score -1.450478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -14504783.000000 Penalty: 5832.818848
	Iteration 92Q: 3 clusters Score -1.450478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -14504771.000000 Penalty: 5832.818848
	Iteration 93Q: 3 clusters Score -1.450477e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119784 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -14504749.000000 Penalty: 5832.818848
	Iteration 94Q: 3 clusters Score -1.450475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -14504734.000000 Penalty: 5832.818848
	Iteration 95Q: 3 clusters Score -1.450473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119831 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -14504729.000000 Penalty: 5832.818848
	Iteration 96Q: 3 clusters Score -1.450473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -14504736.000000 Penalty: 5832.818848
	Iteration 97Q: 3 clusters Score -1.450474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -14504734.000000 Penalty: 5832.818848
	Iteration 98Q: 3 clusters Score -1.450473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -14504740.000000 Penalty: 5832.818848
	Iteration 99Q: 3 clusters Score -1.450474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119881 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -14504745.000000 Penalty: 5832.818848
	Iteration 100F: 3 clusters Score -1.450474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -14504759.000000 Penalty: 5832.818848
	Iteration 101Q: 3 clusters Score -1.450476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -14504756.000000 Penalty: 5832.818848
	Iteration 102Q: 3 clusters Score -1.450476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -14504761.000000 Penalty: 5832.818848
	Iteration 103Q: 3 clusters Score -1.450476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119903 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -14504754.000000 Penalty: 5832.818848
	Iteration 104Q: 3 clusters Score -1.450475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -14504763.000000 Penalty: 5832.818848
	Iteration 105Q: 3 clusters Score -1.450476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -14504765.000000 Penalty: 5832.818848
	Iteration 106Q: 3 clusters Score -1.450476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -14504755.000000 Penalty: 5832.818848
	Iteration 107Q: 3 clusters Score -1.450476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -14504759.000000 Penalty: 5832.818848
	Iteration 108Q: 3 clusters Score -1.450476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -14504763.000000 Penalty: 5832.818848
	Iteration 109Q: 3 clusters Score -1.450476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119939 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -14504768.000000 Penalty: 5832.818848
	Iteration 110Q: 3 clusters Score -1.450477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119948 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -14504772.000000 Penalty: 5832.818848
	Iteration 111Q: 3 clusters Score -1.450477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -14504758.000000 Penalty: 5832.818848
	Iteration 112Q: 3 clusters Score -1.450476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119973 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -14504766.000000 Penalty: 5832.818848
	Iteration 113Q: 3 clusters Score -1.450477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -14504796.000000 Penalty: 5832.818848
	Iteration 114Q: 3 clusters Score -1.45048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -14504800.000000 Penalty: 5832.818848
	Iteration 115Q: 3 clusters Score -1.45048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -14504798.000000 Penalty: 5832.818848
	Iteration 116Q: 3 clusters Score -1.45048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120022 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -14504791.000000 Penalty: 5832.818848
	Iteration 117Q: 3 clusters Score -1.450479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -14504814.000000 Penalty: 5832.818848
	Iteration 118Q: 3 clusters Score -1.450481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -14504797.000000 Penalty: 5832.818848
	Iteration 119Q: 3 clusters Score -1.45048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -14504810.000000 Penalty: 5832.818848
	Iteration 120F: 3 clusters Score -1.450481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120109 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -14504802.000000 Penalty: 5832.818848
	Iteration 121Q: 3 clusters Score -1.45048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -14504801.000000 Penalty: 5832.818848
	Iteration 122Q: 3 clusters Score -1.45048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120152 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -14504799.000000 Penalty: 5832.818848
	Iteration 123Q: 3 clusters Score -1.45048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -14504807.000000 Penalty: 5832.818848
	Iteration 124Q: 3 clusters Score -1.450481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -14504807.000000 Penalty: 5832.818848
	Iteration 125Q: 3 clusters Score -1.450481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120205 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -14504796.000000 Penalty: 5832.818848
	Iteration 126Q: 3 clusters Score -1.45048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -14504800.000000 Penalty: 5832.818848
	Iteration 127Q: 3 clusters Score -1.45048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120230 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -14504774.000000 Penalty: 5832.818848
	Iteration 128Q: 3 clusters Score -1.450477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -14504798.000000 Penalty: 5832.818848
	Iteration 129Q: 3 clusters Score -1.45048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120255 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -14504805.000000 Penalty: 5832.818848
	Iteration 130Q: 3 clusters Score -1.45048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120262 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -14504807.000000 Penalty: 5832.818848
	Iteration 131Q: 3 clusters Score -1.450481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -14504805.000000 Penalty: 5832.818848
	Iteration 132Q: 3 clusters Score -1.45048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -14504821.000000 Penalty: 5832.818848
	Iteration 133Q: 3 clusters Score -1.450482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -14504808.000000 Penalty: 5832.818848
	Iteration 134Q: 3 clusters Score -1.450481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -14504804.000000 Penalty: 5832.818848
	Iteration 135Q: 3 clusters Score -1.45048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -14504803.000000 Penalty: 5832.818848
	Iteration 136Q: 3 clusters Score -1.45048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -14504805.000000 Penalty: 5832.818848
	Iteration 137Q: 3 clusters Score -1.45048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -14504809.000000 Penalty: 5832.818848
	Iteration 138Q: 3 clusters Score -1.450481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -14504804.000000 Penalty: 5832.818848
	Iteration 139Q: 3 clusters Score -1.45048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -14504801.000000 Penalty: 5832.818848
	Iteration 140F: 3 clusters Score -1.45048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120352 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -14504808.000000 Penalty: 5832.818848
	Iteration 141Q: 3 clusters Score -1.450481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -14504816.000000 Penalty: 5832.818848
	Iteration 142Q: 3 clusters Score -1.450482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -14504811.000000 Penalty: 5832.818848
	Iteration 143Q: 3 clusters Score -1.450481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -14504812.000000 Penalty: 5832.818848
	Iteration 144Q: 3 clusters Score -1.450481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -14504812.000000 Penalty: 5832.818848
	Iteration 145F: 3 clusters Score -1.450481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -112265.671875 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -112265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110239.375000 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -110239.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110526.289062 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -110526.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110627.828125 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -110627.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110682.500000 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -110682.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110714.484375 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -110714.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110743.773438 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -110743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110760.453125 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -110760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -110774.507812 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -110774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110790.203125 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -110790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110797.375000 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -110797.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110807.906250 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -110807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -110812.867188 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -110812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110818.859375 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -110818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110823.023438 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -110823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -110826.820312 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -110826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -110827.281250 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -110827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110828.398438 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -110828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110828.398438 Penalty: 3474.871338
	Iteration 17F: 3 clusters Score -110828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -314157.031250 Penalty: 1999.092285
	Iteration 0F: 2 clusters Score -314157 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 1590 members 
Entering Unmasked Estep 
Score: -310804.781250 Penalty: 3998.184570
	Iteration 0F: 3 clusters Score -310804.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -311535.750000 Penalty: 3998.184570
	Iteration 1F: 3 clusters Score -311535.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -311784.687500 Penalty: 3998.184570
	Iteration 2F: 3 clusters Score -311784.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -311992.781250 Penalty: 3998.184570
	Iteration 3F: 3 clusters Score -311992.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -312139.500000 Penalty: 3998.184570
	Iteration 4Q: 3 clusters Score -312139.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -312285.343750 Penalty: 3998.184570
	Iteration 5Q: 3 clusters Score -312285.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -312395.718750 Penalty: 3998.184570
	Iteration 6Q: 3 clusters Score -312395.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -312508.187500 Penalty: 3998.184570
	Iteration 7Q: 3 clusters Score -312508.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -312617.656250 Penalty: 3998.184570
	Iteration 8Q: 3 clusters Score -312617.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -312710.437500 Penalty: 3998.184570
	Iteration 9Q: 3 clusters Score -312710.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -312802.343750 Penalty: 3998.184570
	Iteration 10Q: 3 clusters Score -312802.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -312869.000000 Penalty: 3998.184570
	Iteration 11Q: 3 clusters Score -312869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -312918.531250 Penalty: 3998.184570
	Iteration 12Q: 3 clusters Score -312918.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -312959.937500 Penalty: 3998.184570
	Iteration 13Q: 3 clusters Score -312959.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -313004.000000 Penalty: 3998.184570
	Iteration 14Q: 3 clusters Score -313004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -313035.281250 Penalty: 3998.184570
	Iteration 15Q: 3 clusters Score -313035.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -313052.750000 Penalty: 3998.184570
	Iteration 16Q: 3 clusters Score -313052.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -313065.218750 Penalty: 3998.184570
	Iteration 17Q: 3 clusters Score -313065.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -313075.218750 Penalty: 3998.184570
	Iteration 18Q: 3 clusters Score -313075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -313086.406250 Penalty: 3998.184570
	Iteration 19Q: 3 clusters Score -313086.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -313090.312500 Penalty: 3998.184570
	Iteration 20F: 3 clusters Score -313090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -313092.312500 Penalty: 3998.184570
	Iteration 21Q: 3 clusters Score -313092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -313094.812500 Penalty: 3998.184570
	Iteration 22Q: 3 clusters Score -313094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -313095.500000 Penalty: 3998.184570
	Iteration 23Q: 3 clusters Score -313095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -313095.906250 Penalty: 3998.184570
	Iteration 24Q: 3 clusters Score -313095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -313096.843750 Penalty: 3998.184570
	Iteration 25Q: 3 clusters Score -313096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -313097.187500 Penalty: 3998.184570
	Iteration 26Q: 3 clusters Score -313097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -313098.000000 Penalty: 3998.184570
	Iteration 27Q: 3 clusters Score -313098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -313098.000000 Penalty: 3998.184570
	Iteration 28F: 3 clusters Score -313098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1519519.875000 Penalty: 2361.675537
	Iteration 0F: 2 clusters Score -1519520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1509384.875000 Penalty: 4723.351074
	Iteration 0F: 3 clusters Score -1509385 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1512697.000000 Penalty: 4723.351074
	Iteration 1F: 3 clusters Score -1512697 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1513335.875000 Penalty: 4723.351074
	Iteration 2F: 3 clusters Score -1513336 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1514003.750000 Penalty: 4723.351074
	Iteration 3F: 3 clusters Score -1514004 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1514668.750000 Penalty: 4723.351074
	Iteration 4F: 3 clusters Score -1514669 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1515202.375000 Penalty: 4723.351074
	Iteration 5F: 3 clusters Score -1515202 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1515652.375000 Penalty: 4723.351074
	Iteration 6F: 3 clusters Score -1515652 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1516051.500000 Penalty: 4723.351074
	Iteration 7Q: 3 clusters Score -1516052 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1516351.000000 Penalty: 4723.351074
	Iteration 8Q: 3 clusters Score -1516351 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1516550.250000 Penalty: 4723.351074
	Iteration 9Q: 3 clusters Score -1516550 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1516702.000000 Penalty: 4723.351074
	Iteration 10Q: 3 clusters Score -1516702 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1516808.875000 Penalty: 4723.351074
	Iteration 11Q: 3 clusters Score -1516809 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1516901.125000 Penalty: 4723.351074
	Iteration 12Q: 3 clusters Score -1516901 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1516976.875000 Penalty: 4723.351074
	Iteration 13Q: 3 clusters Score -1516977 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1517045.250000 Penalty: 4723.351074
	Iteration 14Q: 3 clusters Score -1517045 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1517108.125000 Penalty: 4723.351074
	Iteration 15Q: 3 clusters Score -1517108 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1517153.500000 Penalty: 4723.351074
	Iteration 16Q: 3 clusters Score -1517154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1517196.500000 Penalty: 4723.351074
	Iteration 17Q: 3 clusters Score -1517196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1517238.625000 Penalty: 4723.351074
	Iteration 18Q: 3 clusters Score -1517239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1517277.750000 Penalty: 4723.351074
	Iteration 19Q: 3 clusters Score -1517278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1517306.000000 Penalty: 4723.351074
	Iteration 20F: 3 clusters Score -1517306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1517327.250000 Penalty: 4723.351074
	Iteration 21Q: 3 clusters Score -1517327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1517352.375000 Penalty: 4723.351074
	Iteration 22Q: 3 clusters Score -1517352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1517376.625000 Penalty: 4723.351074
	Iteration 23Q: 3 clusters Score -1517377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1517403.750000 Penalty: 4723.351074
	Iteration 24Q: 3 clusters Score -1517404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1517420.250000 Penalty: 4723.351074
	Iteration 25Q: 3 clusters Score -1517420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1517447.875000 Penalty: 4723.351074
	Iteration 26Q: 3 clusters Score -1517448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1517464.500000 Penalty: 4723.351074
	Iteration 27Q: 3 clusters Score -1517464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1517495.000000 Penalty: 4723.351074
	Iteration 28Q: 3 clusters Score -1517495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1517526.125000 Penalty: 4723.351074
	Iteration 29Q: 3 clusters Score -1517526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1517551.750000 Penalty: 4723.351074
	Iteration 30Q: 3 clusters Score -1517552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1517583.750000 Penalty: 4723.351074
	Iteration 31Q: 3 clusters Score -1517584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1517606.750000 Penalty: 4723.351074
	Iteration 32Q: 3 clusters Score -1517607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1517634.500000 Penalty: 4723.351074
	Iteration 33Q: 3 clusters Score -1517634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1517652.750000 Penalty: 4723.351074
	Iteration 34Q: 3 clusters Score -1517653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1517670.000000 Penalty: 4723.351074
	Iteration 35Q: 3 clusters Score -1517670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1517686.125000 Penalty: 4723.351074
	Iteration 36Q: 3 clusters Score -1517686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1517703.875000 Penalty: 4723.351074
	Iteration 37Q: 3 clusters Score -1517704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1517720.750000 Penalty: 4723.351074
	Iteration 38Q: 3 clusters Score -1517721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1517732.875000 Penalty: 4723.351074
	Iteration 39Q: 3 clusters Score -1517733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1517746.000000 Penalty: 4723.351074
	Iteration 40F: 3 clusters Score -1517746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1517759.250000 Penalty: 4723.351074
	Iteration 41Q: 3 clusters Score -1517759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1517771.250000 Penalty: 4723.351074
	Iteration 42Q: 3 clusters Score -1517771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1517784.625000 Penalty: 4723.351074
	Iteration 43Q: 3 clusters Score -1517785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1517799.375000 Penalty: 4723.351074
	Iteration 44Q: 3 clusters Score -1517799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1517814.000000 Penalty: 4723.351074
	Iteration 45Q: 3 clusters Score -1517814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1517826.000000 Penalty: 4723.351074
	Iteration 46Q: 3 clusters Score -1517826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1517836.500000 Penalty: 4723.351074
	Iteration 47Q: 3 clusters Score -1517836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1517840.375000 Penalty: 4723.351074
	Iteration 48Q: 3 clusters Score -1517840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1517843.875000 Penalty: 4723.351074
	Iteration 49Q: 3 clusters Score -1517844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1517858.125000 Penalty: 4723.351074
	Iteration 50Q: 3 clusters Score -1517858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1517866.375000 Penalty: 4723.351074
	Iteration 51Q: 3 clusters Score -1517866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1517874.875000 Penalty: 4723.351074
	Iteration 52Q: 3 clusters Score -1517875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1517879.000000 Penalty: 4723.351074
	Iteration 53Q: 3 clusters Score -1517879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1517879.750000 Penalty: 4723.351074
	Iteration 54Q: 3 clusters Score -1517880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1517881.500000 Penalty: 4723.351074
	Iteration 55Q: 3 clusters Score -1517882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1517884.250000 Penalty: 4723.351074
	Iteration 56Q: 3 clusters Score -1517884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1517884.875000 Penalty: 4723.351074
	Iteration 57Q: 3 clusters Score -1517885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1517885.875000 Penalty: 4723.351074
	Iteration 58Q: 3 clusters Score -1517886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1517890.250000 Penalty: 4723.351074
	Iteration 59Q: 3 clusters Score -1517890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1517893.625000 Penalty: 4723.351074
	Iteration 60F: 3 clusters Score -1517894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1517895.375000 Penalty: 4723.351074
	Iteration 61Q: 3 clusters Score -1517895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1517895.625000 Penalty: 4723.351074
	Iteration 62Q: 3 clusters Score -1517896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1517899.375000 Penalty: 4723.351074
	Iteration 63Q: 3 clusters Score -1517899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1517900.250000 Penalty: 4723.351074
	Iteration 64Q: 3 clusters Score -1517900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1517904.000000 Penalty: 4723.351074
	Iteration 65Q: 3 clusters Score -1517904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1517904.375000 Penalty: 4723.351074
	Iteration 66Q: 3 clusters Score -1517904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1517903.500000 Penalty: 4723.351074
	Iteration 67Q: 3 clusters Score -1517904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1517903.500000 Penalty: 4723.351074
	Iteration 68F: 3 clusters Score -1517904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Entering Unmasked Estep 
Score: -1784477.250000 Penalty: 2403.468994
	Iteration 0F: 2 clusters Score -1784477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1772812.750000 Penalty: 4806.937988
	Iteration 0F: 3 clusters Score -1772813 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1776831.125000 Penalty: 4806.937988
	Iteration 1F: 3 clusters Score -1776831 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1777558.250000 Penalty: 4806.937988
	Iteration 2F: 3 clusters Score -1777558 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1778297.000000 Penalty: 4806.937988
	Iteration 3F: 3 clusters Score -1778297 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1778915.375000 Penalty: 4806.937988
	Iteration 4F: 3 clusters Score -1778915 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1779484.250000 Penalty: 4806.937988
	Iteration 5F: 3 clusters Score -1779484 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1780012.250000 Penalty: 4806.937988
	Iteration 6F: 3 clusters Score -1780012 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1780507.000000 Penalty: 4806.937988
	Iteration 7F: 3 clusters Score -1780507 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1780948.125000 Penalty: 4806.937988
	Iteration 8Q: 3 clusters Score -1780948 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1781363.750000 Penalty: 4806.937988
	Iteration 9Q: 3 clusters Score -1781364 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1781755.750000 Penalty: 4806.937988
	Iteration 10Q: 3 clusters Score -1781756 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1782115.125000 Penalty: 4806.937988
	Iteration 11Q: 3 clusters Score -1782115 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1782493.875000 Penalty: 4806.937988
	Iteration 12Q: 3 clusters Score -1782494 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1782827.375000 Penalty: 4806.937988
	Iteration 13Q: 3 clusters Score -1782827 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1783063.875000 Penalty: 4806.937988
	Iteration 14Q: 3 clusters Score -1783064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1783203.500000 Penalty: 4806.937988
	Iteration 15Q: 3 clusters Score -1783204 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1783302.250000 Penalty: 4806.937988
	Iteration 16Q: 3 clusters Score -1783302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1783374.000000 Penalty: 4806.937988
	Iteration 17Q: 3 clusters Score -1783374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1783434.625000 Penalty: 4806.937988
	Iteration 18Q: 3 clusters Score -1783435 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1783482.250000 Penalty: 4806.937988
	Iteration 19Q: 3 clusters Score -1783482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1783521.750000 Penalty: 4806.937988
	Iteration 20F: 3 clusters Score -1783522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1783546.375000 Penalty: 4806.937988
	Iteration 21Q: 3 clusters Score -1783546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1783564.250000 Penalty: 4806.937988
	Iteration 22Q: 3 clusters Score -1783564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1783575.000000 Penalty: 4806.937988
	Iteration 23Q: 3 clusters Score -1783575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1783586.750000 Penalty: 4806.937988
	Iteration 24Q: 3 clusters Score -1783587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1783596.750000 Penalty: 4806.937988
	Iteration 25Q: 3 clusters Score -1783597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1783606.500000 Penalty: 4806.937988
	Iteration 26Q: 3 clusters Score -1783606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1783612.875000 Penalty: 4806.937988
	Iteration 27Q: 3 clusters Score -1783613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1783619.625000 Penalty: 4806.937988
	Iteration 28Q: 3 clusters Score -1783620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1783626.000000 Penalty: 4806.937988
	Iteration 29Q: 3 clusters Score -1783626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1783633.000000 Penalty: 4806.937988
	Iteration 30Q: 3 clusters Score -1783633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1783639.375000 Penalty: 4806.937988
	Iteration 31Q: 3 clusters Score -1783639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1783645.375000 Penalty: 4806.937988
	Iteration 32Q: 3 clusters Score -1783645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1783651.500000 Penalty: 4806.937988
	Iteration 33Q: 3 clusters Score -1783652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1783662.625000 Penalty: 4806.937988
	Iteration 34Q: 3 clusters Score -1783663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1783672.125000 Penalty: 4806.937988
	Iteration 35Q: 3 clusters Score -1783672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1783670.000000 Penalty: 4806.937988
	Iteration 36Q: 3 clusters Score -1783670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1783677.250000 Penalty: 4806.937988
	Iteration 37Q: 3 clusters Score -1783677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1783686.625000 Penalty: 4806.937988
	Iteration 38Q: 3 clusters Score -1783687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1783688.875000 Penalty: 4806.937988
	Iteration 39Q: 3 clusters Score -1783689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1783691.125000 Penalty: 4806.937988
	Iteration 40F: 3 clusters Score -1783691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1783694.125000 Penalty: 4806.937988
	Iteration 41Q: 3 clusters Score -1783694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1783694.125000 Penalty: 4806.937988
	Iteration 42Q: 3 clusters Score -1783694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1783706.000000 Penalty: 4806.937988
	Iteration 43Q: 3 clusters Score -1783706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1783706.750000 Penalty: 4806.937988
	Iteration 44Q: 3 clusters Score -1783707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1783707.375000 Penalty: 4806.937988
	Iteration 45Q: 3 clusters Score -1783707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1783707.125000 Penalty: 4806.937988
	Iteration 46Q: 3 clusters Score -1783707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1783714.000000 Penalty: 4806.937988
	Iteration 47Q: 3 clusters Score -1783714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1783709.750000 Penalty: 4806.937988
	Iteration 48Q: 3 clusters Score -1783710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1783712.000000 Penalty: 4806.937988
	Iteration 49Q: 3 clusters Score -1783712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1783716.625000 Penalty: 4806.937988
	Iteration 50Q: 3 clusters Score -1783717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1783720.000000 Penalty: 4806.937988
	Iteration 51Q: 3 clusters Score -1783720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1783725.625000 Penalty: 4806.937988
	Iteration 52Q: 3 clusters Score -1783726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1783725.125000 Penalty: 4806.937988
	Iteration 53Q: 3 clusters Score -1783725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1783723.000000 Penalty: 4806.937988
	Iteration 54Q: 3 clusters Score -1783723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1783724.125000 Penalty: 4806.937988
	Iteration 55Q: 3 clusters Score -1783724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1783723.125000 Penalty: 4806.937988
	Iteration 56Q: 3 clusters Score -1783723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1783724.375000 Penalty: 4806.937988
	Iteration 57Q: 3 clusters Score -1783724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1783728.500000 Penalty: 4806.937988
	Iteration 58Q: 3 clusters Score -1783728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1783730.625000 Penalty: 4806.937988
	Iteration 59Q: 3 clusters Score -1783731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1783729.375000 Penalty: 4806.937988
	Iteration 60F: 3 clusters Score -1783729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1783730.375000 Penalty: 4806.937988
	Iteration 61Q: 3 clusters Score -1783730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1783734.000000 Penalty: 4806.937988
	Iteration 62Q: 3 clusters Score -1783734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1783733.625000 Penalty: 4806.937988
	Iteration 63Q: 3 clusters Score -1783734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1783734.000000 Penalty: 4806.937988
	Iteration 64Q: 3 clusters Score -1783734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1783730.375000 Penalty: 4806.937988
	Iteration 65Q: 3 clusters Score -1783730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1783734.625000 Penalty: 4806.937988
	Iteration 66Q: 3 clusters Score -1783735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1783735.000000 Penalty: 4806.937988
	Iteration 67Q: 3 clusters Score -1783735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1783735.875000 Penalty: 4806.937988
	Iteration 68Q: 3 clusters Score -1783736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1783737.750000 Penalty: 4806.937988
	Iteration 69Q: 3 clusters Score -1783738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1783735.750000 Penalty: 4806.937988
	Iteration 70Q: 3 clusters Score -1783736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1783735.375000 Penalty: 4806.937988
	Iteration 71Q: 3 clusters Score -1783735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1783740.125000 Penalty: 4806.937988
	Iteration 72Q: 3 clusters Score -1783740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1783736.875000 Penalty: 4806.937988
	Iteration 73Q: 3 clusters Score -1783737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1783736.000000 Penalty: 4806.937988
	Iteration 74Q: 3 clusters Score -1783736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1783736.875000 Penalty: 4806.937988
	Iteration 75Q: 3 clusters Score -1783737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1783736.875000 Penalty: 4806.937988
	Iteration 76F: 3 clusters Score -1783737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -1679009.875000 Penalty: 2379.152100
	Iteration 0F: 2 clusters Score -1679010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1668368.750000 Penalty: 4758.304199
	Iteration 0F: 3 clusters Score -1668369 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1671746.000000 Penalty: 4758.304199
	Iteration 1F: 3 clusters Score -1671746 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1672090.250000 Penalty: 4758.304199
	Iteration 2F: 3 clusters Score -1672090 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1672350.625000 Penalty: 4758.304199
	Iteration 3Q: 3 clusters Score -1672351 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1672532.375000 Penalty: 4758.304199
	Iteration 4Q: 3 clusters Score -1672532 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1672726.125000 Penalty: 4758.304199
	Iteration 5Q: 3 clusters Score -1672726 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1672902.500000 Penalty: 4758.304199
	Iteration 6Q: 3 clusters Score -1672902 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1673122.375000 Penalty: 4758.304199
	Iteration 7Q: 3 clusters Score -1673122 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1673353.625000 Penalty: 4758.304199
	Iteration 8Q: 3 clusters Score -1673354 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1673571.000000 Penalty: 4758.304199
	Iteration 9Q: 3 clusters Score -1673571 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1673774.625000 Penalty: 4758.304199
	Iteration 10Q: 3 clusters Score -1673775 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1673989.750000 Penalty: 4758.304199
	Iteration 11Q: 3 clusters Score -1673990 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1674262.875000 Penalty: 4758.304199
	Iteration 12Q: 3 clusters Score -1674263 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1674550.500000 Penalty: 4758.304199
	Iteration 13Q: 3 clusters Score -1674550 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1674796.375000 Penalty: 4758.304199
	Iteration 14Q: 3 clusters Score -1674796 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1674993.625000 Penalty: 4758.304199
	Iteration 15Q: 3 clusters Score -1674994 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1675160.875000 Penalty: 4758.304199
	Iteration 16Q: 3 clusters Score -1675161 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1675270.625000 Penalty: 4758.304199
	Iteration 17Q: 3 clusters Score -1675271 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1675333.375000 Penalty: 4758.304199
	Iteration 18Q: 3 clusters Score -1675333 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1675376.125000 Penalty: 4758.304199
	Iteration 19Q: 3 clusters Score -1675376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1675422.375000 Penalty: 4758.304199
	Iteration 20F: 3 clusters Score -1675422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1675441.750000 Penalty: 4758.304199
	Iteration 21Q: 3 clusters Score -1675442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1675467.750000 Penalty: 4758.304199
	Iteration 22Q: 3 clusters Score -1675468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1675485.000000 Penalty: 4758.304199
	Iteration 23Q: 3 clusters Score -1675485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1675494.750000 Penalty: 4758.304199
	Iteration 24Q: 3 clusters Score -1675495 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1675505.125000 Penalty: 4758.304199
	Iteration 25Q: 3 clusters Score -1675505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1675521.875000 Penalty: 4758.304199
	Iteration 26Q: 3 clusters Score -1675522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1675532.125000 Penalty: 4758.304199
	Iteration 27Q: 3 clusters Score -1675532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1675541.250000 Penalty: 4758.304199
	Iteration 28Q: 3 clusters Score -1675541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1675541.375000 Penalty: 4758.304199
	Iteration 29Q: 3 clusters Score -1675541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1675553.875000 Penalty: 4758.304199
	Iteration 30Q: 3 clusters Score -1675554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1675560.875000 Penalty: 4758.304199
	Iteration 31Q: 3 clusters Score -1675561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1675565.875000 Penalty: 4758.304199
	Iteration 32Q: 3 clusters Score -1675566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1675574.875000 Penalty: 4758.304199
	Iteration 33Q: 3 clusters Score -1675575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1675578.250000 Penalty: 4758.304199
	Iteration 34Q: 3 clusters Score -1675578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1675582.125000 Penalty: 4758.304199
	Iteration 35Q: 3 clusters Score -1675582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1675586.875000 Penalty: 4758.304199
	Iteration 36Q: 3 clusters Score -1675587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1675589.375000 Penalty: 4758.304199
	Iteration 37Q: 3 clusters Score -1675589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1675588.375000 Penalty: 4758.304199
	Iteration 38Q: 3 clusters Score -1675588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1675596.000000 Penalty: 4758.304199
	Iteration 39Q: 3 clusters Score -1675596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1675600.500000 Penalty: 4758.304199
	Iteration 40F: 3 clusters Score -1675600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1675604.250000 Penalty: 4758.304199
	Iteration 41Q: 3 clusters Score -1675604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1675606.625000 Penalty: 4758.304199
	Iteration 42Q: 3 clusters Score -1675607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1675607.250000 Penalty: 4758.304199
	Iteration 43Q: 3 clusters Score -1675607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1675612.625000 Penalty: 4758.304199
	Iteration 44Q: 3 clusters Score -1675613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1675608.750000 Penalty: 4758.304199
	Iteration 45Q: 3 clusters Score -1675609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1675611.000000 Penalty: 4758.304199
	Iteration 46Q: 3 clusters Score -1675611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1675612.375000 Penalty: 4758.304199
	Iteration 47Q: 3 clusters Score -1675612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1675616.500000 Penalty: 4758.304199
	Iteration 48Q: 3 clusters Score -1675616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1675621.125000 Penalty: 4758.304199
	Iteration 49Q: 3 clusters Score -1675621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1675620.125000 Penalty: 4758.304199
	Iteration 50Q: 3 clusters Score -1675620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1675624.375000 Penalty: 4758.304199
	Iteration 51Q: 3 clusters Score -1675624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1675624.625000 Penalty: 4758.304199
	Iteration 52Q: 3 clusters Score -1675625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1675624.875000 Penalty: 4758.304199
	Iteration 53Q: 3 clusters Score -1675625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1675626.125000 Penalty: 4758.304199
	Iteration 54Q: 3 clusters Score -1675626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1675623.375000 Penalty: 4758.304199
	Iteration 55Q: 3 clusters Score -1675623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1675623.500000 Penalty: 4758.304199
	Iteration 56Q: 3 clusters Score -1675624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1675623.875000 Penalty: 4758.304199
	Iteration 57Q: 3 clusters Score -1675624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1675622.125000 Penalty: 4758.304199
	Iteration 58Q: 3 clusters Score -1675622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1675624.000000 Penalty: 4758.304199
	Iteration 59Q: 3 clusters Score -1675624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1675629.000000 Penalty: 4758.304199
	Iteration 60F: 3 clusters Score -1675629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1675630.500000 Penalty: 4758.304199
	Iteration 61Q: 3 clusters Score -1675630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1675629.625000 Penalty: 4758.304199
	Iteration 62Q: 3 clusters Score -1675630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1675630.500000 Penalty: 4758.304199
	Iteration 63Q: 3 clusters Score -1675630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1675635.375000 Penalty: 4758.304199
	Iteration 64Q: 3 clusters Score -1675635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1675633.375000 Penalty: 4758.304199
	Iteration 65Q: 3 clusters Score -1675633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1675633.375000 Penalty: 4758.304199
	Iteration 66Q: 3 clusters Score -1675633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1675632.375000 Penalty: 4758.304199
	Iteration 67Q: 3 clusters Score -1675632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1675634.000000 Penalty: 4758.304199
	Iteration 68Q: 3 clusters Score -1675634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1675635.125000 Penalty: 4758.304199
	Iteration 69Q: 3 clusters Score -1675635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1675636.500000 Penalty: 4758.304199
	Iteration 70Q: 3 clusters Score -1675636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1675634.875000 Penalty: 4758.304199
	Iteration 71Q: 3 clusters Score -1675635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1675633.750000 Penalty: 4758.304199
	Iteration 72Q: 3 clusters Score -1675634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1675633.125000 Penalty: 4758.304199
	Iteration 73Q: 3 clusters Score -1675633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1675633.375000 Penalty: 4758.304199
	Iteration 74Q: 3 clusters Score -1675633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1675632.875000 Penalty: 4758.304199
	Iteration 75Q: 3 clusters Score -1675633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1675632.000000 Penalty: 4758.304199
	Iteration 76Q: 3 clusters Score -1675632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1675631.750000 Penalty: 4758.304199
	Iteration 77Q: 3 clusters Score -1675632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1675629.000000 Penalty: 4758.304199
	Iteration 78Q: 3 clusters Score -1675629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1675632.500000 Penalty: 4758.304199
	Iteration 79Q: 3 clusters Score -1675632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1675635.000000 Penalty: 4758.304199
	Iteration 80F: 3 clusters Score -1675635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1675638.125000 Penalty: 4758.304199
	Iteration 81Q: 3 clusters Score -1675638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1675637.000000 Penalty: 4758.304199
	Iteration 82Q: 3 clusters Score -1675637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1675639.250000 Penalty: 4758.304199
	Iteration 83Q: 3 clusters Score -1675639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1675641.000000 Penalty: 4758.304199
	Iteration 84Q: 3 clusters Score -1675641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1675644.000000 Penalty: 4758.304199
	Iteration 85Q: 3 clusters Score -1675644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1675646.125000 Penalty: 4758.304199
	Iteration 86Q: 3 clusters Score -1675646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1675646.625000 Penalty: 4758.304199
	Iteration 87Q: 3 clusters Score -1675647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1675646.625000 Penalty: 4758.304199
	Iteration 88Q: 3 clusters Score -1675647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1675646.875000 Penalty: 4758.304199
	Iteration 89Q: 3 clusters Score -1675647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1675649.375000 Penalty: 4758.304199
	Iteration 90Q: 3 clusters Score -1675649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1675647.875000 Penalty: 4758.304199
	Iteration 91Q: 3 clusters Score -1675648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1675649.000000 Penalty: 4758.304199
	Iteration 92Q: 3 clusters Score -1675649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1675646.875000 Penalty: 4758.304199
	Iteration 93Q: 3 clusters Score -1675647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1675647.625000 Penalty: 4758.304199
	Iteration 94Q: 3 clusters Score -1675648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1675650.250000 Penalty: 4758.304199
	Iteration 95Q: 3 clusters Score -1675650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1675650.875000 Penalty: 4758.304199
	Iteration 96Q: 3 clusters Score -1675651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1675649.625000 Penalty: 4758.304199
	Iteration 97Q: 3 clusters Score -1675650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1675649.750000 Penalty: 4758.304199
	Iteration 98Q: 3 clusters Score -1675650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1675649.750000 Penalty: 4758.304199
	Iteration 99F: 3 clusters Score -1675650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Entering Unmasked Estep 
Score: -4185022.500000 Penalty: 2608.362793
	Iteration 0F: 2 clusters Score -4185022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4159769.250000 Penalty: 5216.725586
	Iteration 0F: 3 clusters Score -4159769 nChanged 17009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4169273.750000 Penalty: 5216.725586
	Iteration 1F: 3 clusters Score -4169274 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4169934.500000 Penalty: 5216.725586
	Iteration 2Q: 3 clusters Score -4169934 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4170680.250000 Penalty: 5216.725586
	Iteration 3Q: 3 clusters Score -4170680 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4171632.000000 Penalty: 5216.725586
	Iteration 4F: 3 clusters Score -4171632 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4172912.000000 Penalty: 5216.725586
	Iteration 5F: 3 clusters Score -4172912 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4174441.750000 Penalty: 5216.725586
	Iteration 6F: 3 clusters Score -4174442 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4176188.250000 Penalty: 5216.725586
	Iteration 7F: 3 clusters Score -4176188 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4178057.500000 Penalty: 5216.725586
	Iteration 8F: 3 clusters Score -4178058 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -4179643.250000 Penalty: 5216.725586
	Iteration 9F: 3 clusters Score -4179643 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4180646.500000 Penalty: 5216.725586
	Iteration 10Q: 3 clusters Score -4180646 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4181164.000000 Penalty: 5216.725586
	Iteration 11Q: 3 clusters Score -4181164 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -4181524.250000 Penalty: 5216.725586
	Iteration 12Q: 3 clusters Score -4181524 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4181778.500000 Penalty: 5216.725586
	Iteration 13Q: 3 clusters Score -4181778 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4182040.500000 Penalty: 5216.725586
	Iteration 14Q: 3 clusters Score -4182040 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -4182274.750000 Penalty: 5216.725586
	Iteration 15Q: 3 clusters Score -4182275 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -4182475.250000 Penalty: 5216.725586
	Iteration 16Q: 3 clusters Score -4182475 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4182631.250000 Penalty: 5216.725586
	Iteration 17Q: 3 clusters Score -4182631 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4182767.750000 Penalty: 5216.725586
	Iteration 18Q: 3 clusters Score -4182768 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4182845.250000 Penalty: 5216.725586
	Iteration 19Q: 3 clusters Score -4182845 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -4182925.000000 Penalty: 5216.725586
	Iteration 20F: 3 clusters Score -4182925 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -4183006.500000 Penalty: 5216.725586
	Iteration 21Q: 3 clusters Score -4183006 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4183083.250000 Penalty: 5216.725586
	Iteration 22Q: 3 clusters Score -4183083 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4183158.250000 Penalty: 5216.725586
	Iteration 23Q: 3 clusters Score -4183158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4183222.000000 Penalty: 5216.725586
	Iteration 24Q: 3 clusters Score -4183222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4183283.750000 Penalty: 5216.725586
	Iteration 25Q: 3 clusters Score -4183284 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -4183316.750000 Penalty: 5216.725586
	Iteration 26Q: 3 clusters Score -4183317 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -4183342.500000 Penalty: 5216.725586
	Iteration 27Q: 3 clusters Score -4183342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4183376.500000 Penalty: 5216.725586
	Iteration 28Q: 3 clusters Score -4183376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4183387.500000 Penalty: 5216.725586
	Iteration 29Q: 3 clusters Score -4183388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4183408.500000 Penalty: 5216.725586
	Iteration 30Q: 3 clusters Score -4183408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4183431.250000 Penalty: 5216.725586
	Iteration 31Q: 3 clusters Score -4183431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4183440.250000 Penalty: 5216.725586
	Iteration 32Q: 3 clusters Score -4183440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4183453.500000 Penalty: 5216.725586
	Iteration 33Q: 3 clusters Score -4183454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4183468.250000 Penalty: 5216.725586
	Iteration 34Q: 3 clusters Score -4183468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4183491.750000 Penalty: 5216.725586
	Iteration 35Q: 3 clusters Score -4183492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4183500.000000 Penalty: 5216.725586
	Iteration 36Q: 3 clusters Score -4183500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4183492.250000 Penalty: 5216.725586
	Iteration 37Q: 3 clusters Score -4183492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4183489.750000 Penalty: 5216.725586
	Iteration 38Q: 3 clusters Score -4183490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4183487.750000 Penalty: 5216.725586
	Iteration 39Q: 3 clusters Score -4183488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4183486.500000 Penalty: 5216.725586
	Iteration 40F: 3 clusters Score -4183486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4183491.250000 Penalty: 5216.725586
	Iteration 41Q: 3 clusters Score -4183491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4183496.250000 Penalty: 5216.725586
	Iteration 42Q: 3 clusters Score -4183496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4183495.250000 Penalty: 5216.725586
	Iteration 43Q: 3 clusters Score -4183495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4183497.500000 Penalty: 5216.725586
	Iteration 44Q: 3 clusters Score -4183498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4183496.000000 Penalty: 5216.725586
	Iteration 45Q: 3 clusters Score -4183496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4183496.250000 Penalty: 5216.725586
	Iteration 46Q: 3 clusters Score -4183496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4183498.750000 Penalty: 5216.725586
	Iteration 47Q: 3 clusters Score -4183499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -4183494.500000 Penalty: 5216.725586
	Iteration 48Q: 3 clusters Score -4183494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4183499.750000 Penalty: 5216.725586
	Iteration 49Q: 3 clusters Score -4183500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4183504.000000 Penalty: 5216.725586
	Iteration 50Q: 3 clusters Score -4183504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4183507.500000 Penalty: 5216.725586
	Iteration 51Q: 3 clusters Score -4183508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4183509.000000 Penalty: 5216.725586
	Iteration 52Q: 3 clusters Score -4183509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4183508.250000 Penalty: 5216.725586
	Iteration 53Q: 3 clusters Score -4183508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4183508.250000 Penalty: 5216.725586
	Iteration 54F: 3 clusters Score -4183508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -128923.367188 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -128923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -126873.804688 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -126873.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127175.609375 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -127175.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -127282.953125 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -127283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127345.953125 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -127346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -127374.851562 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -127374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -127394.203125 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -127394.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127414.070312 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -127414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127430.484375 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -127430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127452.648438 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -127452.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127475.546875 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -127475.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127502.281250 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -127502.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127527.507812 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -127527.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127553.359375 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -127553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127564.664062 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -127564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127570.593750 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -127570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127576.164062 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -127576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127580.289062 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -127580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127585.859375 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -127585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127590.343750 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -127590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127592.820312 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -127592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127596.101562 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -127596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127599.875000 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -127599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127606.859375 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -127606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127611.523438 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -127611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -127614.398438 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -127614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127615.164062 Penalty: 3507.921387
	Iteration 25Q: 3 clusters Score -127615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127615.648438 Penalty: 3507.921387
	Iteration 26Q: 3 clusters Score -127615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127616.140625 Penalty: 3507.921387
	Iteration 27Q: 3 clusters Score -127616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127616.140625 Penalty: 3507.921387
	Iteration 28F: 3 clusters Score -127616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Entering Unmasked Estep 
Score: -1894126.500000 Penalty: 2408.672119
	Iteration 0F: 2 clusters Score -1894126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1882345.375000 Penalty: 4817.344238
	Iteration 0F: 3 clusters Score -1882345 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1886036.375000 Penalty: 4817.344238
	Iteration 1F: 3 clusters Score -1886036 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1886354.375000 Penalty: 4817.344238
	Iteration 2F: 3 clusters Score -1886354 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1886607.500000 Penalty: 4817.344238
	Iteration 3Q: 3 clusters Score -1886608 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1886858.125000 Penalty: 4817.344238
	Iteration 4Q: 3 clusters Score -1886858 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1887108.875000 Penalty: 4817.344238
	Iteration 5Q: 3 clusters Score -1887109 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1887399.625000 Penalty: 4817.344238
	Iteration 6Q: 3 clusters Score -1887400 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1887704.250000 Penalty: 4817.344238
	Iteration 7Q: 3 clusters Score -1887704 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1888099.750000 Penalty: 4817.344238
	Iteration 8Q: 3 clusters Score -1888100 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1888560.875000 Penalty: 4817.344238
	Iteration 9Q: 3 clusters Score -1888561 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1889113.750000 Penalty: 4817.344238
	Iteration 10F: 3 clusters Score -1889114 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1889719.000000 Penalty: 4817.344238
	Iteration 11F: 3 clusters Score -1889719 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1890222.625000 Penalty: 4817.344238
	Iteration 12Q: 3 clusters Score -1890223 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1890678.625000 Penalty: 4817.344238
	Iteration 13Q: 3 clusters Score -1890679 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1891062.250000 Penalty: 4817.344238
	Iteration 14Q: 3 clusters Score -1891062 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1891367.250000 Penalty: 4817.344238
	Iteration 15Q: 3 clusters Score -1891367 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1891584.750000 Penalty: 4817.344238
	Iteration 16Q: 3 clusters Score -1891585 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1891722.000000 Penalty: 4817.344238
	Iteration 17Q: 3 clusters Score -1891722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1891806.000000 Penalty: 4817.344238
	Iteration 18Q: 3 clusters Score -1891806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1891881.750000 Penalty: 4817.344238
	Iteration 19Q: 3 clusters Score -1891882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1891934.875000 Penalty: 4817.344238
	Iteration 20F: 3 clusters Score -1891935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1891977.250000 Penalty: 4817.344238
	Iteration 21Q: 3 clusters Score -1891977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1892016.000000 Penalty: 4817.344238
	Iteration 22Q: 3 clusters Score -1892016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1892037.250000 Penalty: 4817.344238
	Iteration 23Q: 3 clusters Score -1892037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1892062.250000 Penalty: 4817.344238
	Iteration 24Q: 3 clusters Score -1892062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1892079.250000 Penalty: 4817.344238
	Iteration 25Q: 3 clusters Score -1892079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1892091.250000 Penalty: 4817.344238
	Iteration 26Q: 3 clusters Score -1892091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1892098.125000 Penalty: 4817.344238
	Iteration 27Q: 3 clusters Score -1892098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1892102.750000 Penalty: 4817.344238
	Iteration 28Q: 3 clusters Score -1892103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1892113.000000 Penalty: 4817.344238
	Iteration 29Q: 3 clusters Score -1892113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1892121.000000 Penalty: 4817.344238
	Iteration 30Q: 3 clusters Score -1892121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1892125.375000 Penalty: 4817.344238
	Iteration 31Q: 3 clusters Score -1892125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1892128.375000 Penalty: 4817.344238
	Iteration 32Q: 3 clusters Score -1892128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1892132.000000 Penalty: 4817.344238
	Iteration 33Q: 3 clusters Score -1892132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1892133.750000 Penalty: 4817.344238
	Iteration 34Q: 3 clusters Score -1892134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1892135.000000 Penalty: 4817.344238
	Iteration 35Q: 3 clusters Score -1892135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1892135.500000 Penalty: 4817.344238
	Iteration 36Q: 3 clusters Score -1892136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1892135.625000 Penalty: 4817.344238
	Iteration 37Q: 3 clusters Score -1892136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1892134.250000 Penalty: 4817.344238
	Iteration 38Q: 3 clusters Score -1892134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1892138.000000 Penalty: 4817.344238
	Iteration 39Q: 3 clusters Score -1892138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1892137.375000 Penalty: 4817.344238
	Iteration 40F: 3 clusters Score -1892137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1892136.750000 Penalty: 4817.344238
	Iteration 41Q: 3 clusters Score -1892137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1892136.750000 Penalty: 4817.344238
	Iteration 42F: 3 clusters Score -1892137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Entering Unmasked Estep 
Score: -5174581.500000 Penalty: 2659.779785
	Iteration 0F: 2 clusters Score -5174582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5143989.500000 Penalty: 5319.559570
	Iteration 0F: 3 clusters Score -5143990 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5155656.000000 Penalty: 5319.559570
	Iteration 1F: 3 clusters Score -5155656 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5156086.500000 Penalty: 5319.559570
	Iteration 2Q: 3 clusters Score -5156086 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5156480.000000 Penalty: 5319.559570
	Iteration 3Q: 3 clusters Score -5156480 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5156835.000000 Penalty: 5319.559570
	Iteration 4Q: 3 clusters Score -5156835 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5157308.500000 Penalty: 5319.559570
	Iteration 5Q: 3 clusters Score -5157308 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5157953.500000 Penalty: 5319.559570
	Iteration 6Q: 3 clusters Score -5157954 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5158801.000000 Penalty: 5319.559570
	Iteration 7Q: 3 clusters Score -5158801 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -5159957.000000 Penalty: 5319.559570
	Iteration 8Q: 3 clusters Score -5159957 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5161415.500000 Penalty: 5319.559570
	Iteration 9F: 3 clusters Score -5161416 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5163284.000000 Penalty: 5319.559570
	Iteration 10F: 3 clusters Score -5163284 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5165552.500000 Penalty: 5319.559570
	Iteration 11F: 3 clusters Score -5165552 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -5167834.000000 Penalty: 5319.559570
	Iteration 12F: 3 clusters Score -5167834 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5169700.000000 Penalty: 5319.559570
	Iteration 13Q: 3 clusters Score -5169700 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5170908.500000 Penalty: 5319.559570
	Iteration 14Q: 3 clusters Score -5170908 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5171532.500000 Penalty: 5319.559570
	Iteration 15Q: 3 clusters Score -5171532 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5171861.000000 Penalty: 5319.559570
	Iteration 16Q: 3 clusters Score -5171861 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5172033.000000 Penalty: 5319.559570
	Iteration 17Q: 3 clusters Score -5172033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -5172130.000000 Penalty: 5319.559570
	Iteration 18Q: 3 clusters Score -5172130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5172213.500000 Penalty: 5319.559570
	Iteration 19Q: 3 clusters Score -5172214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5172278.000000 Penalty: 5319.559570
	Iteration 20F: 3 clusters Score -5172278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -5172333.500000 Penalty: 5319.559570
	Iteration 21Q: 3 clusters Score -5172334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5172349.500000 Penalty: 5319.559570
	Iteration 22Q: 3 clusters Score -5172350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -5172365.500000 Penalty: 5319.559570
	Iteration 23Q: 3 clusters Score -5172366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5172380.500000 Penalty: 5319.559570
	Iteration 24Q: 3 clusters Score -5172380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5172383.000000 Penalty: 5319.559570
	Iteration 25Q: 3 clusters Score -5172383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5172392.500000 Penalty: 5319.559570
	Iteration 26Q: 3 clusters Score -5172392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -5172396.500000 Penalty: 5319.559570
	Iteration 27Q: 3 clusters Score -5172396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5172399.500000 Penalty: 5319.559570
	Iteration 28Q: 3 clusters Score -5172400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5172403.000000 Penalty: 5319.559570
	Iteration 29Q: 3 clusters Score -5172403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5172408.000000 Penalty: 5319.559570
	Iteration 30Q: 3 clusters Score -5172408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5172410.000000 Penalty: 5319.559570
	Iteration 31Q: 3 clusters Score -5172410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5172406.000000 Penalty: 5319.559570
	Iteration 32Q: 3 clusters Score -5172406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5172408.500000 Penalty: 5319.559570
	Iteration 33Q: 3 clusters Score -5172408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5172408.500000 Penalty: 5319.559570
	Iteration 34F: 3 clusters Score -5172408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -218224.937500 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -218224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -215632.062500 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -215632.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216053.250000 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -216053.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -216205.125000 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -216205.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -216278.562500 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -216278.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216307.046875 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -216307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -216331.921875 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -216331.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216358.171875 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -216358.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -216374.578125 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -216374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -216383.250000 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -216383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216389.375000 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -216389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -216393.500000 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -216393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216395.484375 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -216395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -216399.812500 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -216399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216402.937500 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -216402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216411.031250 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -216411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -216413.968750 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -216414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -216415.765625 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -216415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216418.140625 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -216418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -216421.062500 Penalty: 3751.862305
	Iteration 18Q: 3 clusters Score -216421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216422.984375 Penalty: 3751.862305
	Iteration 19Q: 3 clusters Score -216423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216422.984375 Penalty: 3751.862305
	Iteration 20F: 3 clusters Score -216423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Entering Unmasked Estep 
Score: -8508746.000000 Penalty: 2783.565918
	Iteration 0F: 2 clusters Score -8508746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -8458728.000000 Penalty: 5567.131836
	Iteration 0F: 3 clusters Score -8458728 nChanged 34919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -8478491.000000 Penalty: 5567.131836
	Iteration 1F: 3 clusters Score -8478491 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8479119.000000 Penalty: 5567.131836
	Iteration 2Q: 3 clusters Score -8479119 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -8479783.000000 Penalty: 5567.131836
	Iteration 3Q: 3 clusters Score -8479783 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -8480543.000000 Penalty: 5567.131836
	Iteration 4Q: 3 clusters Score -8480543 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8481558.000000 Penalty: 5567.131836
	Iteration 5Q: 3 clusters Score -8481558 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8482915.000000 Penalty: 5567.131836
	Iteration 6Q: 3 clusters Score -8482915 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -8484715.000000 Penalty: 5567.131836
	Iteration 7F: 3 clusters Score -8484715 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -8487131.000000 Penalty: 5567.131836
	Iteration 8F: 3 clusters Score -8487131 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -8490218.000000 Penalty: 5567.131836
	Iteration 9F: 3 clusters Score -8490218 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -8493923.000000 Penalty: 5567.131836
	Iteration 10F: 3 clusters Score -8493923 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -8497444.000000 Penalty: 5567.131836
	Iteration 11F: 3 clusters Score -8497444 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -8500464.000000 Penalty: 5567.131836
	Iteration 12Q: 3 clusters Score -8500464 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -8502777.000000 Penalty: 5567.131836
	Iteration 13Q: 3 clusters Score -8502777 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -8504343.000000 Penalty: 5567.131836
	Iteration 14Q: 3 clusters Score -8504343 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -8505275.000000 Penalty: 5567.131836
	Iteration 15Q: 3 clusters Score -8505275 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -8505719.000000 Penalty: 5567.131836
	Iteration 16Q: 3 clusters Score -8505719 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -8505985.000000 Penalty: 5567.131836
	Iteration 17Q: 3 clusters Score -8505985 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -8506131.000000 Penalty: 5567.131836
	Iteration 18Q: 3 clusters Score -8506131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -8506214.000000 Penalty: 5567.131836
	Iteration 19Q: 3 clusters Score -8506214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 74325 members 
Entering Unmasked Estep 
Score: -8506280.000000 Penalty: 5567.131836
	Iteration 20F: 3 clusters Score -8506280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -8506319.000000 Penalty: 5567.131836
	Iteration 21Q: 3 clusters Score -8506319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -8506345.000000 Penalty: 5567.131836
	Iteration 22Q: 3 clusters Score -8506345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -8506364.000000 Penalty: 5567.131836
	Iteration 23Q: 3 clusters Score -8506364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -8506376.000000 Penalty: 5567.131836
	Iteration 24Q: 3 clusters Score -8506376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -8506383.000000 Penalty: 5567.131836
	Iteration 25Q: 3 clusters Score -8506383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -8506389.000000 Penalty: 5567.131836
	Iteration 26Q: 3 clusters Score -8506389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -8506390.000000 Penalty: 5567.131836
	Iteration 27Q: 3 clusters Score -8506390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -8506404.000000 Penalty: 5567.131836
	Iteration 28Q: 3 clusters Score -8506404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -8506411.000000 Penalty: 5567.131836
	Iteration 29Q: 3 clusters Score -8506411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -8506420.000000 Penalty: 5567.131836
	Iteration 30Q: 3 clusters Score -8506420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -8506414.000000 Penalty: 5567.131836
	Iteration 31Q: 3 clusters Score -8506414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -8506414.000000 Penalty: 5567.131836
	Iteration 32Q: 3 clusters Score -8506414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -8506417.000000 Penalty: 5567.131836
	Iteration 33Q: 3 clusters Score -8506417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -8506418.000000 Penalty: 5567.131836
	Iteration 34Q: 3 clusters Score -8506418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -8506423.000000 Penalty: 5567.131836
	Iteration 35Q: 3 clusters Score -8506423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -8506423.000000 Penalty: 5567.131836
	Iteration 36F: 3 clusters Score -8506423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -330333.250000 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -330333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -327076.281250 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -327076.3 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -327816.750000 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -327816.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -328029.187500 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -328029.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -328234.250000 Penalty: 3976.584473
	Iteration 3F: 3 clusters Score -328234.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328451.000000 Penalty: 3976.584473
	Iteration 4F: 3 clusters Score -328451 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328662.593750 Penalty: 3976.584473
	Iteration 5F: 3 clusters Score -328662.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -328835.500000 Penalty: 3976.584473
	Iteration 6F: 3 clusters Score -328835.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -328994.250000 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -328994.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -329148.781250 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -329148.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -329315.781250 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -329315.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -329473.843750 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -329473.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -329637.406250 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -329637.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -329718.312500 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -329718.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -329756.968750 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -329757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -329783.156250 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -329783.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -329798.187500 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -329798.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -329813.406250 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -329813.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -329825.562500 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -329825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -329831.031250 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -329831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -329832.687500 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -329832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -329834.000000 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -329834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -329835.781250 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -329835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -329837.656250 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -329837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -329838.218750 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -329838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -329840.875000 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -329840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -329840.875000 Penalty: 3976.584473
	Iteration 25F: 3 clusters Score -329840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -364621.687500 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -364621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -361193.281250 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -361193.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -361939.218750 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -361939.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -362141.562500 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -362141.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -362266.781250 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -362266.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -362369.812500 Penalty: 4030.166016
	Iteration 4Q: 3 clusters Score -362369.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -362478.281250 Penalty: 4030.166016
	Iteration 5Q: 3 clusters Score -362478.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -362587.343750 Penalty: 4030.166016
	Iteration 6Q: 3 clusters Score -362587.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -362691.437500 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -362691.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -362774.562500 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -362774.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -362851.406250 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -362851.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -362934.125000 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -362934.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -363001.343750 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -363001.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -363064.000000 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -363064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -363106.000000 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -363106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -363136.531250 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -363136.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -363155.812500 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -363155.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -363172.218750 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -363172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -363190.468750 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -363190.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -363209.843750 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -363209.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -363224.500000 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -363224.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -363238.125000 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -363238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -363250.937500 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -363250.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -363257.843750 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -363257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -363264.187500 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -363264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -363268.031250 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -363268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -363271.781250 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -363271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -363272.843750 Penalty: 4030.166016
	Iteration 26Q: 3 clusters Score -363272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -363274.250000 Penalty: 4030.166016
	Iteration 27Q: 3 clusters Score -363274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -363275.062500 Penalty: 4030.166016
	Iteration 28Q: 3 clusters Score -363275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -363276.406250 Penalty: 4030.166016
	Iteration 29Q: 3 clusters Score -363276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -363277.750000 Penalty: 4030.166016
	Iteration 30Q: 3 clusters Score -363277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -363278.812500 Penalty: 4030.166016
	Iteration 31Q: 3 clusters Score -363278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -363278.812500 Penalty: 4030.166016
	Iteration 32F: 3 clusters Score -363278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -316118.500000 Penalty: 1981.830933
	Iteration 0F: 2 clusters Score -316118.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -312976.875000 Penalty: 3963.661865
	Iteration 0F: 3 clusters Score -312976.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -313809.125000 Penalty: 3963.661865
	Iteration 1F: 3 clusters Score -313809.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -314078.062500 Penalty: 3963.661865
	Iteration 2F: 3 clusters Score -314078.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -314288.312500 Penalty: 3963.661865
	Iteration 3F: 3 clusters Score -314288.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -314451.781250 Penalty: 3963.661865
	Iteration 4F: 3 clusters Score -314451.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -314581.062500 Penalty: 3963.661865
	Iteration 5Q: 3 clusters Score -314581.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -314711.312500 Penalty: 3963.661865
	Iteration 6Q: 3 clusters Score -314711.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -314817.625000 Penalty: 3963.661865
	Iteration 7Q: 3 clusters Score -314817.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -314901.000000 Penalty: 3963.661865
	Iteration 8Q: 3 clusters Score -314901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -314965.187500 Penalty: 3963.661865
	Iteration 9Q: 3 clusters Score -314965.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -315013.000000 Penalty: 3963.661865
	Iteration 10Q: 3 clusters Score -315013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -315053.343750 Penalty: 3963.661865
	Iteration 11Q: 3 clusters Score -315053.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -315095.468750 Penalty: 3963.661865
	Iteration 12Q: 3 clusters Score -315095.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -315128.656250 Penalty: 3963.661865
	Iteration 13Q: 3 clusters Score -315128.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -315144.312500 Penalty: 3963.661865
	Iteration 14Q: 3 clusters Score -315144.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -315153.156250 Penalty: 3963.661865
	Iteration 15Q: 3 clusters Score -315153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -315156.843750 Penalty: 3963.661865
	Iteration 16Q: 3 clusters Score -315156.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -315161.781250 Penalty: 3963.661865
	Iteration 17Q: 3 clusters Score -315161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -315167.656250 Penalty: 3963.661865
	Iteration 18Q: 3 clusters Score -315167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -315170.781250 Penalty: 3963.661865
	Iteration 19Q: 3 clusters Score -315170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -315173.656250 Penalty: 3963.661865
	Iteration 20F: 3 clusters Score -315173.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -315180.343750 Penalty: 3963.661865
	Iteration 21Q: 3 clusters Score -315180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -315181.875000 Penalty: 3963.661865
	Iteration 22Q: 3 clusters Score -315181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -315183.187500 Penalty: 3963.661865
	Iteration 23Q: 3 clusters Score -315183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -315183.187500 Penalty: 3963.661865
	Iteration 24F: 3 clusters Score -315183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122206.039062 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122206 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122516.718750 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122516.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122631.085938 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122631.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122696.148438 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122696.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -122729.000000 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122755.703125 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122755.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122808.078125 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -122824.000000 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -122835.625000 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122835.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -122848.656250 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122848.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122864.140625 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122884.273438 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -122901.187500 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -122913.156250 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122916.609375 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -122921.500000 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122926.546875 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -122926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -122931.890625 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -122931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -122933.359375 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -122933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -122942.953125 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -122943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -122952.710938 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -122952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -122958.835938 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -122958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -122962.593750 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -122962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -122969.578125 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -122969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -122977.984375 Penalty: 3484.226074
	Iteration 24Q: 3 clusters Score -122978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -122982.210938 Penalty: 3484.226074
	Iteration 25Q: 3 clusters Score -122982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -122984.570312 Penalty: 3484.226074
	Iteration 26Q: 3 clusters Score -122984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122989.226562 Penalty: 3484.226074
	Iteration 27Q: 3 clusters Score -122989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122993.890625 Penalty: 3484.226074
	Iteration 28Q: 3 clusters Score -122993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122997.164062 Penalty: 3484.226074
	Iteration 29Q: 3 clusters Score -122997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -122998.695312 Penalty: 3484.226074
	Iteration 30Q: 3 clusters Score -122998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123000.343750 Penalty: 3484.226074
	Iteration 31Q: 3 clusters Score -123000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123002.500000 Penalty: 3484.226074
	Iteration 32Q: 3 clusters Score -123002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -123004.710938 Penalty: 3484.226074
	Iteration 33Q: 3 clusters Score -123004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -123005.109375 Penalty: 3484.226074
	Iteration 34Q: 3 clusters Score -123005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -123005.109375 Penalty: 3484.226074
	Iteration 35F: 3 clusters Score -123005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56546.984375 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56546.98 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56748.367188 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56748.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56895.722656 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -56895.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57002.117188 Penalty: 3175.350830
	Iteration 3F: 3 clusters Score -57002.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57058.949219 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57058.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57137.574219 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57137.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57177.832031 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57177.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57187.414062 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57187.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57211.562500 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57211.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57243.238281 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57243.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57266.851562 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57266.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57302.812500 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57302.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57374.363281 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -57374.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57454.660156 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -57454.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57522.906250 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -57522.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57558.511719 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -57558.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57600.023438 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -57600.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57644.710938 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -57644.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57692.437500 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -57692.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57760.605469 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -57760.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57804.457031 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -57804.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57871.042969 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -57871.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57944.312500 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -57944.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57952.851562 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -57952.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57977.882812 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -57977.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57984.824219 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -57984.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57994.292969 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -57994.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58008.933594 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -58008.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58047.546875 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -58047.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58068.132812 Penalty: 3175.350830
	Iteration 29Q: 3 clusters Score -58068.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58080.796875 Penalty: 3175.350830
	Iteration 30Q: 3 clusters Score -58080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58110.519531 Penalty: 3175.350830
	Iteration 31Q: 3 clusters Score -58110.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58130.136719 Penalty: 3175.350830
	Iteration 32Q: 3 clusters Score -58130.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58142.984375 Penalty: 3175.350830
	Iteration 33Q: 3 clusters Score -58142.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58151.101562 Penalty: 3175.350830
	Iteration 34Q: 3 clusters Score -58151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58185.875000 Penalty: 3175.350830
	Iteration 35Q: 3 clusters Score -58185.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58203.320312 Penalty: 3175.350830
	Iteration 36Q: 3 clusters Score -58203.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58208.972656 Penalty: 3175.350830
	Iteration 37Q: 3 clusters Score -58208.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58208.972656 Penalty: 3175.350830
	Iteration 38F: 3 clusters Score -58208.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49624 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127991 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45475 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302464 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33346 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4734 members 
Mstep: Class 43 contains 313 members 
Entering Unmasked Estep 
Score: -110929352.000000 Penalty: 147466.703125
Splitting cluster 25 changes total score from -110931120.000000 to -110929352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (110784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Entering Unmasked Estep 
Score: -12527859.000000 Penalty: 2880.603760
	Iteration 0F: 2 clusters Score -1.252786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -12454026.000000 Penalty: 5761.207520
	Iteration 0F: 3 clusters Score -1.245403e+07 nChanged 52604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -12484041.000000 Penalty: 5761.207520
	Iteration 1F: 3 clusters Score -1.248404e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -12485282.000000 Penalty: 5761.207520
	Iteration 2Q: 3 clusters Score -1.248528e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -12487240.000000 Penalty: 5761.207520
	Iteration 3Q: 3 clusters Score -1.248724e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -12489983.000000 Penalty: 5761.207520
	Iteration 4F: 3 clusters Score -1.248998e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -12493753.000000 Penalty: 5761.207520
	Iteration 5F: 3 clusters Score -1.249375e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -12497912.000000 Penalty: 5761.207520
	Iteration 6F: 3 clusters Score -1.249791e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -12501676.000000 Penalty: 5761.207520
	Iteration 7F: 3 clusters Score -1.250168e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -12504826.000000 Penalty: 5761.207520
	Iteration 8F: 3 clusters Score -1.250483e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -12507124.000000 Penalty: 5761.207520
	Iteration 9Q: 3 clusters Score -1.250712e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -12509204.000000 Penalty: 5761.207520
	Iteration 10Q: 3 clusters Score -1.25092e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -12511256.000000 Penalty: 5761.207520
	Iteration 11Q: 3 clusters Score -1.251126e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -12513519.000000 Penalty: 5761.207520
	Iteration 12Q: 3 clusters Score -1.251352e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -12515910.000000 Penalty: 5761.207520
	Iteration 13Q: 3 clusters Score -1.251591e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -12518502.000000 Penalty: 5761.207520
	Iteration 14Q: 3 clusters Score -1.25185e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -12520910.000000 Penalty: 5761.207520
	Iteration 15Q: 3 clusters Score -1.252091e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -12522903.000000 Penalty: 5761.207520
	Iteration 16Q: 3 clusters Score -1.25229e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12523975.000000 Penalty: 5761.207520
	Iteration 17Q: 3 clusters Score -1.252398e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12524626.000000 Penalty: 5761.207520
	Iteration 18Q: 3 clusters Score -1.252463e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12524961.000000 Penalty: 5761.207520
	Iteration 19Q: 3 clusters Score -1.252496e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12525084.000000 Penalty: 5761.207520
	Iteration 20F: 3 clusters Score -1.252508e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12525181.000000 Penalty: 5761.207520
	Iteration 21Q: 3 clusters Score -1.252518e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12525261.000000 Penalty: 5761.207520
	Iteration 22Q: 3 clusters Score -1.252526e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12525315.000000 Penalty: 5761.207520
	Iteration 23Q: 3 clusters Score -1.252532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12525340.000000 Penalty: 5761.207520
	Iteration 24Q: 3 clusters Score -1.252534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110220 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12525367.000000 Penalty: 5761.207520
	Iteration 25Q: 3 clusters Score -1.252537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12525367.000000 Penalty: 5761.207520
	Iteration 26Q: 3 clusters Score -1.252537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12525388.000000 Penalty: 5761.207520
	Iteration 27Q: 3 clusters Score -1.252539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12525385.000000 Penalty: 5761.207520
	Iteration 28Q: 3 clusters Score -1.252538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12525400.000000 Penalty: 5761.207520
	Iteration 29Q: 3 clusters Score -1.25254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12525413.000000 Penalty: 5761.207520
	Iteration 30Q: 3 clusters Score -1.252541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12525420.000000 Penalty: 5761.207520
	Iteration 31Q: 3 clusters Score -1.252542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12525424.000000 Penalty: 5761.207520
	Iteration 32Q: 3 clusters Score -1.252542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110256 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12525412.000000 Penalty: 5761.207520
	Iteration 33Q: 3 clusters Score -1.252541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12525419.000000 Penalty: 5761.207520
	Iteration 34Q: 3 clusters Score -1.252542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12525417.000000 Penalty: 5761.207520
	Iteration 35Q: 3 clusters Score -1.252542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12525417.000000 Penalty: 5761.207520
	Iteration 36Q: 3 clusters Score -1.252542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12525420.000000 Penalty: 5761.207520
	Iteration 37Q: 3 clusters Score -1.252542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12525420.000000 Penalty: 5761.207520
	Iteration 38F: 3 clusters Score -1.252542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302464 members 
Entering Unmasked Estep 
Score: -34075292.000000 Penalty: 3129.689941
	Iteration 0F: 2 clusters Score -3.407529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -33879356.000000 Penalty: 6259.379883
	Iteration 0F: 3 clusters Score -3.387936e+07 nChanged 146215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -33965856.000000 Penalty: 6259.379883
	Iteration 1F: 3 clusters Score -3.396586e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 153355 members 
Entering Unmasked Estep 
Score: -33967060.000000 Penalty: 6259.379883
	Iteration 2Q: 3 clusters Score -3.396706e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148110 members 
Mstep: Class 2 contains 154354 members 
Entering Unmasked Estep 
Score: -33968420.000000 Penalty: 6259.379883
	Iteration 3Q: 3 clusters Score -3.396842e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146649 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -33969600.000000 Penalty: 6259.379883
	Iteration 4Q: 3 clusters Score -3.39696e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -33971780.000000 Penalty: 6259.379883
	Iteration 5Q: 3 clusters Score -3.397178e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141361 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -33974480.000000 Penalty: 6259.379883
	Iteration 6Q: 3 clusters Score -3.397448e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -33978480.000000 Penalty: 6259.379883
	Iteration 7Q: 3 clusters Score -3.397848e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -33984260.000000 Penalty: 6259.379883
	Iteration 8Q: 3 clusters Score -3.398426e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123130 members 
Mstep: Class 2 contains 179334 members 
Entering Unmasked Estep 
Score: -33992704.000000 Penalty: 6259.379883
	Iteration 9Q: 3 clusters Score -3.39927e+07 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 188036 members 
Entering Unmasked Estep 
Score: -34003012.000000 Penalty: 6259.379883
	Iteration 10F: 3 clusters Score -3.400301e+07 nChanged 17799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 196695 members 
Entering Unmasked Estep 
Score: -34014732.000000 Penalty: 6259.379883
	Iteration 11F: 3 clusters Score -3.401473e+07 nChanged 17053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 203958 members 
Entering Unmasked Estep 
Score: -34025560.000000 Penalty: 6259.379883
	Iteration 12F: 3 clusters Score -3.402556e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 209199 members 
Entering Unmasked Estep 
Score: -34033436.000000 Penalty: 6259.379883
	Iteration 13Q: 3 clusters Score -3.403344e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 213042 members 
Entering Unmasked Estep 
Score: -34037732.000000 Penalty: 6259.379883
	Iteration 14Q: 3 clusters Score -3.403773e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 216374 members 
Entering Unmasked Estep 
Score: -34039896.000000 Penalty: 6259.379883
	Iteration 15Q: 3 clusters Score -3.40399e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 219625 members 
Entering Unmasked Estep 
Score: -34041180.000000 Penalty: 6259.379883
	Iteration 16Q: 3 clusters Score -3.404118e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 222913 members 
Entering Unmasked Estep 
Score: -34042296.000000 Penalty: 6259.379883
	Iteration 17Q: 3 clusters Score -3.40423e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 226201 members 
Entering Unmasked Estep 
Score: -34043464.000000 Penalty: 6259.379883
	Iteration 18Q: 3 clusters Score -3.404346e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -34044496.000000 Penalty: 6259.379883
	Iteration 19Q: 3 clusters Score -3.40445e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 233023 members 
Entering Unmasked Estep 
Score: -34045436.000000 Penalty: 6259.379883
	Iteration 20F: 3 clusters Score -3.404544e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 236607 members 
Entering Unmasked Estep 
Score: -34046760.000000 Penalty: 6259.379883
	Iteration 21Q: 3 clusters Score -3.404676e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 240381 members 
Entering Unmasked Estep 
Score: -34048020.000000 Penalty: 6259.379883
	Iteration 22Q: 3 clusters Score -3.404802e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 244347 members 
Entering Unmasked Estep 
Score: -34049340.000000 Penalty: 6259.379883
	Iteration 23Q: 3 clusters Score -3.404934e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 248394 members 
Entering Unmasked Estep 
Score: -34050796.000000 Penalty: 6259.379883
	Iteration 24Q: 3 clusters Score -3.40508e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 252675 members 
Entering Unmasked Estep 
Score: -34052468.000000 Penalty: 6259.379883
	Iteration 25Q: 3 clusters Score -3.405247e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 257074 members 
Entering Unmasked Estep 
Score: -34054248.000000 Penalty: 6259.379883
	Iteration 26Q: 3 clusters Score -3.405425e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 261465 members 
Entering Unmasked Estep 
Score: -34056376.000000 Penalty: 6259.379883
	Iteration 27Q: 3 clusters Score -3.405638e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 265916 members 
Entering Unmasked Estep 
Score: -34058492.000000 Penalty: 6259.379883
	Iteration 28Q: 3 clusters Score -3.405849e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 270372 members 
Entering Unmasked Estep 
Score: -34060648.000000 Penalty: 6259.379883
	Iteration 29Q: 3 clusters Score -3.406065e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 274631 members 
Entering Unmasked Estep 
Score: -34062568.000000 Penalty: 6259.379883
	Iteration 30Q: 3 clusters Score -3.406257e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 278756 members 
Entering Unmasked Estep 
Score: -34064824.000000 Penalty: 6259.379883
	Iteration 31Q: 3 clusters Score -3.406482e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 282758 members 
Entering Unmasked Estep 
Score: -34066884.000000 Penalty: 6259.379883
	Iteration 32Q: 3 clusters Score -3.406688e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 286370 members 
Entering Unmasked Estep 
Score: -34068248.000000 Penalty: 6259.379883
	Iteration 33Q: 3 clusters Score -3.406825e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 289519 members 
Entering Unmasked Estep 
Score: -34069140.000000 Penalty: 6259.379883
	Iteration 34Q: 3 clusters Score -3.406914e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 292094 members 
Entering Unmasked Estep 
Score: -34069828.000000 Penalty: 6259.379883
	Iteration 35Q: 3 clusters Score -3.406983e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 294224 members 
Entering Unmasked Estep 
Score: -34070664.000000 Penalty: 6259.379883
	Iteration 36Q: 3 clusters Score -3.407066e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 295965 members 
Entering Unmasked Estep 
Score: -34071224.000000 Penalty: 6259.379883
	Iteration 37Q: 3 clusters Score -3.407122e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 297330 members 
Entering Unmasked Estep 
Score: -34071676.000000 Penalty: 6259.379883
	Iteration 38Q: 3 clusters Score -3.407168e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 298344 members 
Entering Unmasked Estep 
Score: -34071976.000000 Penalty: 6259.379883
	Iteration 39Q: 3 clusters Score -3.407198e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 299098 members 
Entering Unmasked Estep 
Score: -34072128.000000 Penalty: 6259.379883
	Iteration 40F: 3 clusters Score -3.407213e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 299662 members 
Entering Unmasked Estep 
Score: -34072268.000000 Penalty: 6259.379883
	Iteration 41Q: 3 clusters Score -3.407227e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 300086 members 
Entering Unmasked Estep 
Score: -34072412.000000 Penalty: 6259.379883
	Iteration 42Q: 3 clusters Score -3.407241e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 300414 members 
Entering Unmasked Estep 
Score: -34072520.000000 Penalty: 6259.379883
	Iteration 43Q: 3 clusters Score -3.407252e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 300652 members 
Entering Unmasked Estep 
Score: -34072612.000000 Penalty: 6259.379883
	Iteration 44Q: 3 clusters Score -3.407261e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 300848 members 
Entering Unmasked Estep 
Score: -34072636.000000 Penalty: 6259.379883
	Iteration 45Q: 3 clusters Score -3.407264e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 300999 members 
Entering Unmasked Estep 
Score: -34072744.000000 Penalty: 6259.379883
	Iteration 46Q: 3 clusters Score -3.407274e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 301100 members 
Entering Unmasked Estep 
Score: -34072736.000000 Penalty: 6259.379883
	Iteration 47Q: 3 clusters Score -3.407274e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 301186 members 
Entering Unmasked Estep 
Score: -34072716.000000 Penalty: 6259.379883
	Iteration 48Q: 3 clusters Score -3.407272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 301247 members 
Entering Unmasked Estep 
Score: -34072752.000000 Penalty: 6259.379883
	Iteration 49Q: 3 clusters Score -3.407275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 301305 members 
Entering Unmasked Estep 
Score: -34072748.000000 Penalty: 6259.379883
	Iteration 50Q: 3 clusters Score -3.407275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 301342 members 
Entering Unmasked Estep 
Score: -34072776.000000 Penalty: 6259.379883
	Iteration 51Q: 3 clusters Score -3.407278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 301376 members 
Entering Unmasked Estep 
Score: -34072788.000000 Penalty: 6259.379883
	Iteration 52Q: 3 clusters Score -3.407279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 301407 members 
Entering Unmasked Estep 
Score: -34072792.000000 Penalty: 6259.379883
	Iteration 53Q: 3 clusters Score -3.407279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 301430 members 
Entering Unmasked Estep 
Score: -34072792.000000 Penalty: 6259.379883
	Iteration 54Q: 3 clusters Score -3.407279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 301448 members 
Entering Unmasked Estep 
Score: -34072852.000000 Penalty: 6259.379883
	Iteration 55Q: 3 clusters Score -3.407285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 301473 members 
Entering Unmasked Estep 
Score: -34072856.000000 Penalty: 6259.379883
	Iteration 56Q: 3 clusters Score -3.407286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 301492 members 
Entering Unmasked Estep 
Score: -34072888.000000 Penalty: 6259.379883
	Iteration 57Q: 3 clusters Score -3.407289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 301503 members 
Entering Unmasked Estep 
Score: -34072884.000000 Penalty: 6259.379883
	Iteration 58Q: 3 clusters Score -3.407288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 301511 members 
Entering Unmasked Estep 
Score: -34072888.000000 Penalty: 6259.379883
	Iteration 59Q: 3 clusters Score -3.407289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 301524 members 
Entering Unmasked Estep 
Score: -34072884.000000 Penalty: 6259.379883
	Iteration 60F: 3 clusters Score -3.407288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 301540 members 
Entering Unmasked Estep 
Score: -34072892.000000 Penalty: 6259.379883
	Iteration 61Q: 3 clusters Score -3.407289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 301554 members 
Entering Unmasked Estep 
Score: -34072888.000000 Penalty: 6259.379883
	Iteration 62Q: 3 clusters Score -3.407289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 301567 members 
Entering Unmasked Estep 
Score: -34072880.000000 Penalty: 6259.379883
	Iteration 63Q: 3 clusters Score -3.407288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 301575 members 
Entering Unmasked Estep 
Score: -34072892.000000 Penalty: 6259.379883
	Iteration 64Q: 3 clusters Score -3.407289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 301585 members 
Entering Unmasked Estep 
Score: -34072916.000000 Penalty: 6259.379883
	Iteration 65Q: 3 clusters Score -3.407292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 301589 members 
Entering Unmasked Estep 
Score: -34072908.000000 Penalty: 6259.379883
	Iteration 66Q: 3 clusters Score -3.407291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 301591 members 
Entering Unmasked Estep 
Score: -34072892.000000 Penalty: 6259.379883
	Iteration 67Q: 3 clusters Score -3.407289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 301594 members 
Entering Unmasked Estep 
Score: -34072916.000000 Penalty: 6259.379883
	Iteration 68Q: 3 clusters Score -3.407292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 301600 members 
Entering Unmasked Estep 
Score: -34072928.000000 Penalty: 6259.379883
	Iteration 69Q: 3 clusters Score -3.407293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 301603 members 
Entering Unmasked Estep 
Score: -34072932.000000 Penalty: 6259.379883
	Iteration 70Q: 3 clusters Score -3.407293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 301608 members 
Entering Unmasked Estep 
Score: -34072940.000000 Penalty: 6259.379883
	Iteration 71Q: 3 clusters Score -3.407294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 301613 members 
Entering Unmasked Estep 
Score: -34072928.000000 Penalty: 6259.379883
	Iteration 72Q: 3 clusters Score -3.407293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 301618 members 
Entering Unmasked Estep 
Score: -34072924.000000 Penalty: 6259.379883
	Iteration 73Q: 3 clusters Score -3.407292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 301618 members 
Entering Unmasked Estep 
Score: -34072924.000000 Penalty: 6259.379883
	Iteration 74F: 3 clusters Score -3.407292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -145790.343750 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -145790.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -143562.406250 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -143562.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -143911.078125 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -143911.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144010.859375 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -144010.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144081.109375 Penalty: 3596.667236
	Iteration 3Q: 3 clusters Score -144081.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144140.390625 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -144140.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -144177.687500 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -144177.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144189.093750 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -144189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144196.718750 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -144196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144202.187500 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -144202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -144207.500000 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -144207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -144207.500000 Penalty: 3596.667236
	Iteration 10F: 3 clusters Score -144207.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Entering Unmasked Estep 
Score: -3779353.000000 Penalty: 2586.747314
	Iteration 0F: 2 clusters Score -3779353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3756216.250000 Penalty: 5173.494629
	Iteration 0F: 3 clusters Score -3756216 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3764487.500000 Penalty: 5173.494629
	Iteration 1F: 3 clusters Score -3764488 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3764964.000000 Penalty: 5173.494629
	Iteration 2Q: 3 clusters Score -3764964 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3765385.250000 Penalty: 5173.494629
	Iteration 3Q: 3 clusters Score -3765385 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3765838.000000 Penalty: 5173.494629
	Iteration 4Q: 3 clusters Score -3765838 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3766393.000000 Penalty: 5173.494629
	Iteration 5Q: 3 clusters Score -3766393 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3767067.000000 Penalty: 5173.494629
	Iteration 6Q: 3 clusters Score -3767067 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3767832.750000 Penalty: 5173.494629
	Iteration 7Q: 3 clusters Score -3767833 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3768755.000000 Penalty: 5173.494629
	Iteration 8Q: 3 clusters Score -3768755 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3769783.000000 Penalty: 5173.494629
	Iteration 9Q: 3 clusters Score -3769783 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3770919.250000 Penalty: 5173.494629
	Iteration 10F: 3 clusters Score -3770919 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3771906.500000 Penalty: 5173.494629
	Iteration 11Q: 3 clusters Score -3771906 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3772747.750000 Penalty: 5173.494629
	Iteration 12Q: 3 clusters Score -3772748 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3773460.250000 Penalty: 5173.494629
	Iteration 13Q: 3 clusters Score -3773460 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3774076.750000 Penalty: 5173.494629
	Iteration 14Q: 3 clusters Score -3774077 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3774625.250000 Penalty: 5173.494629
	Iteration 15Q: 3 clusters Score -3774625 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3775115.500000 Penalty: 5173.494629
	Iteration 16Q: 3 clusters Score -3775116 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3775524.000000 Penalty: 5173.494629
	Iteration 17Q: 3 clusters Score -3775524 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3775889.000000 Penalty: 5173.494629
	Iteration 18Q: 3 clusters Score -3775889 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3776168.750000 Penalty: 5173.494629
	Iteration 19Q: 3 clusters Score -3776169 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3776398.250000 Penalty: 5173.494629
	Iteration 20F: 3 clusters Score -3776398 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3776558.250000 Penalty: 5173.494629
	Iteration 21Q: 3 clusters Score -3776558 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3776686.750000 Penalty: 5173.494629
	Iteration 22Q: 3 clusters Score -3776687 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3776777.250000 Penalty: 5173.494629
	Iteration 23Q: 3 clusters Score -3776777 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3776840.250000 Penalty: 5173.494629
	Iteration 24Q: 3 clusters Score -3776840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3776883.250000 Penalty: 5173.494629
	Iteration 25Q: 3 clusters Score -3776883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3776930.000000 Penalty: 5173.494629
	Iteration 26Q: 3 clusters Score -3776930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3776953.750000 Penalty: 5173.494629
	Iteration 27Q: 3 clusters Score -3776954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3776986.750000 Penalty: 5173.494629
	Iteration 28Q: 3 clusters Score -3776987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3777014.250000 Penalty: 5173.494629
	Iteration 29Q: 3 clusters Score -3777014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3777036.000000 Penalty: 5173.494629
	Iteration 30Q: 3 clusters Score -3777036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3777052.500000 Penalty: 5173.494629
	Iteration 31Q: 3 clusters Score -3777052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3777060.500000 Penalty: 5173.494629
	Iteration 32Q: 3 clusters Score -3777060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3777072.500000 Penalty: 5173.494629
	Iteration 33Q: 3 clusters Score -3777072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3777088.000000 Penalty: 5173.494629
	Iteration 34Q: 3 clusters Score -3777088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3777102.250000 Penalty: 5173.494629
	Iteration 35Q: 3 clusters Score -3777102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3777108.750000 Penalty: 5173.494629
	Iteration 36Q: 3 clusters Score -3777109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3777125.000000 Penalty: 5173.494629
	Iteration 37Q: 3 clusters Score -3777125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3777136.750000 Penalty: 5173.494629
	Iteration 38Q: 3 clusters Score -3777137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3777138.000000 Penalty: 5173.494629
	Iteration 39Q: 3 clusters Score -3777138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3777141.750000 Penalty: 5173.494629
	Iteration 40F: 3 clusters Score -3777142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3777153.000000 Penalty: 5173.494629
	Iteration 41Q: 3 clusters Score -3777153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3777165.000000 Penalty: 5173.494629
	Iteration 42Q: 3 clusters Score -3777165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3777172.750000 Penalty: 5173.494629
	Iteration 43Q: 3 clusters Score -3777173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3777180.250000 Penalty: 5173.494629
	Iteration 44Q: 3 clusters Score -3777180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3777191.250000 Penalty: 5173.494629
	Iteration 45Q: 3 clusters Score -3777191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3777200.250000 Penalty: 5173.494629
	Iteration 46Q: 3 clusters Score -3777200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3777200.750000 Penalty: 5173.494629
	Iteration 47Q: 3 clusters Score -3777201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3777205.500000 Penalty: 5173.494629
	Iteration 48Q: 3 clusters Score -3777206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3777208.500000 Penalty: 5173.494629
	Iteration 49Q: 3 clusters Score -3777208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3777213.250000 Penalty: 5173.494629
	Iteration 50Q: 3 clusters Score -3777213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3777211.750000 Penalty: 5173.494629
	Iteration 51Q: 3 clusters Score -3777212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3777213.750000 Penalty: 5173.494629
	Iteration 52Q: 3 clusters Score -3777214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3777214.000000 Penalty: 5173.494629
	Iteration 53Q: 3 clusters Score -3777214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3777212.500000 Penalty: 5173.494629
	Iteration 54Q: 3 clusters Score -3777212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3777211.250000 Penalty: 5173.494629
	Iteration 55Q: 3 clusters Score -3777211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3777211.250000 Penalty: 5173.494629
	Iteration 56F: 3 clusters Score -3777211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -579428.125000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -579428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -574813.375000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -574813.4 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -575895.812500 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -575895.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -576083.500000 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -576083.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -576185.750000 Penalty: 4248.728027
	Iteration 3Q: 3 clusters Score -576185.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -576260.062500 Penalty: 4248.728027
	Iteration 4Q: 3 clusters Score -576260.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -576319.375000 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -576319.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -576358.500000 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -576358.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -576394.000000 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -576394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -576422.937500 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -576422.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -576449.312500 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -576449.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -576481.875000 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -576481.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -576519.937500 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -576519.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -576554.562500 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -576554.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -576590.750000 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -576590.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -576625.437500 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -576625.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -576675.937500 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -576675.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -576738.875000 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -576738.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -576811.687500 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -576811.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -576893.937500 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -576893.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -577002.500000 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -577002.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -577112.625000 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -577112.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -577224.312500 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -577224.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -577358.500000 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -577358.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -577522.250000 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -577522.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -577681.500000 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -577681.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -577833.500000 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -577833.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -577956.125000 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -577956.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -578034.625000 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -578034.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -578099.187500 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -578099.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -578155.125000 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -578155.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -578191.187500 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -578191.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -578221.375000 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -578221.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -578247.812500 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -578247.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -578271.812500 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -578271.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -578282.687500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -578282.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -578289.812500 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -578289.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -578294.500000 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -578294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -578298.750000 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -578298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -578306.500000 Penalty: 4248.728027
	Iteration 38Q: 3 clusters Score -578306.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -578315.000000 Penalty: 4248.728027
	Iteration 39Q: 3 clusters Score -578315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -578320.687500 Penalty: 4248.728027
	Iteration 40F: 3 clusters Score -578320.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -578330.375000 Penalty: 4248.728027
	Iteration 41Q: 3 clusters Score -578330.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -578343.062500 Penalty: 4248.728027
	Iteration 42Q: 3 clusters Score -578343.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -578360.437500 Penalty: 4248.728027
	Iteration 43Q: 3 clusters Score -578360.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -578375.750000 Penalty: 4248.728027
	Iteration 44Q: 3 clusters Score -578375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -578380.937500 Penalty: 4248.728027
	Iteration 45Q: 3 clusters Score -578380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -578386.062500 Penalty: 4248.728027
	Iteration 46Q: 3 clusters Score -578386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -578389.375000 Penalty: 4248.728027
	Iteration 47Q: 3 clusters Score -578389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -578395.875000 Penalty: 4248.728027
	Iteration 48Q: 3 clusters Score -578395.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -578409.375000 Penalty: 4248.728027
	Iteration 49Q: 3 clusters Score -578409.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -578421.625000 Penalty: 4248.728027
	Iteration 50Q: 3 clusters Score -578421.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -578431.312500 Penalty: 4248.728027
	Iteration 51Q: 3 clusters Score -578431.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -578438.625000 Penalty: 4248.728027
	Iteration 52Q: 3 clusters Score -578438.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -578442.937500 Penalty: 4248.728027
	Iteration 53Q: 3 clusters Score -578442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -578445.250000 Penalty: 4248.728027
	Iteration 54Q: 3 clusters Score -578445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -578446.187500 Penalty: 4248.728027
	Iteration 55Q: 3 clusters Score -578446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -578448.500000 Penalty: 4248.728027
	Iteration 56Q: 3 clusters Score -578448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -578449.437500 Penalty: 4248.728027
	Iteration 57Q: 3 clusters Score -578449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -578450.687500 Penalty: 4248.728027
	Iteration 58Q: 3 clusters Score -578450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -578450.062500 Penalty: 4248.728027
	Iteration 59Q: 3 clusters Score -578450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -578450.437500 Penalty: 4248.728027
	Iteration 60F: 3 clusters Score -578450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -578451.187500 Penalty: 4248.728027
	Iteration 61Q: 3 clusters Score -578451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -578452.812500 Penalty: 4248.728027
	Iteration 62Q: 3 clusters Score -578452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -578453.125000 Penalty: 4248.728027
	Iteration 63Q: 3 clusters Score -578453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -578454.812500 Penalty: 4248.728027
	Iteration 64Q: 3 clusters Score -578454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -578456.500000 Penalty: 4248.728027
	Iteration 65Q: 3 clusters Score -578456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -578458.312500 Penalty: 4248.728027
	Iteration 66Q: 3 clusters Score -578458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -578460.125000 Penalty: 4248.728027
	Iteration 67Q: 3 clusters Score -578460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -578461.812500 Penalty: 4248.728027
	Iteration 68Q: 3 clusters Score -578461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -578463.125000 Penalty: 4248.728027
	Iteration 69Q: 3 clusters Score -578463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -578465.312500 Penalty: 4248.728027
	Iteration 70Q: 3 clusters Score -578465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -578464.750000 Penalty: 4248.728027
	Iteration 71Q: 3 clusters Score -578464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -578467.562500 Penalty: 4248.728027
	Iteration 72Q: 3 clusters Score -578467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -578469.125000 Penalty: 4248.728027
	Iteration 73Q: 3 clusters Score -578469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -578469.500000 Penalty: 4248.728027
	Iteration 74Q: 3 clusters Score -578469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -578470.937500 Penalty: 4248.728027
	Iteration 75Q: 3 clusters Score -578470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -578473.437500 Penalty: 4248.728027
	Iteration 76Q: 3 clusters Score -578473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -578476.187500 Penalty: 4248.728027
	Iteration 77Q: 3 clusters Score -578476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -578476.937500 Penalty: 4248.728027
	Iteration 78Q: 3 clusters Score -578476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -578478.187500 Penalty: 4248.728027
	Iteration 79Q: 3 clusters Score -578478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -578482.062500 Penalty: 4248.728027
	Iteration 80F: 3 clusters Score -578482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -578489.187500 Penalty: 4248.728027
	Iteration 81Q: 3 clusters Score -578489.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -578496.937500 Penalty: 4248.728027
	Iteration 82Q: 3 clusters Score -578496.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -578508.812500 Penalty: 4248.728027
	Iteration 83Q: 3 clusters Score -578508.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -578529.437500 Penalty: 4248.728027
	Iteration 84Q: 3 clusters Score -578529.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -578563.125000 Penalty: 4248.728027
	Iteration 85Q: 3 clusters Score -578563.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -578604.625000 Penalty: 4248.728027
	Iteration 86Q: 3 clusters Score -578604.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -578656.062500 Penalty: 4248.728027
	Iteration 87Q: 3 clusters Score -578656.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -578699.812500 Penalty: 4248.728027
	Iteration 88Q: 3 clusters Score -578699.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -578737.812500 Penalty: 4248.728027
	Iteration 89Q: 3 clusters Score -578737.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -578778.750000 Penalty: 4248.728027
	Iteration 90Q: 3 clusters Score -578778.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -578824.875000 Penalty: 4248.728027
	Iteration 91Q: 3 clusters Score -578824.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -578871.687500 Penalty: 4248.728027
	Iteration 92Q: 3 clusters Score -578871.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -578936.250000 Penalty: 4248.728027
	Iteration 93Q: 3 clusters Score -578936.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -579023.500000 Penalty: 4248.728027
	Iteration 94Q: 3 clusters Score -579023.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -579115.500000 Penalty: 4248.728027
	Iteration 95Q: 3 clusters Score -579115.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -579202.875000 Penalty: 4248.728027
	Iteration 96Q: 3 clusters Score -579202.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -579260.312500 Penalty: 4248.728027
	Iteration 97Q: 3 clusters Score -579260.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -579288.125000 Penalty: 4248.728027
	Iteration 98Q: 3 clusters Score -579288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -579295.062500 Penalty: 4248.728027
	Iteration 99Q: 3 clusters Score -579295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -579300.625000 Penalty: 4248.728027
	Iteration 100F: 3 clusters Score -579300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -579305.187500 Penalty: 4248.728027
	Iteration 101Q: 3 clusters Score -579305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -579307.000000 Penalty: 4248.728027
	Iteration 102Q: 3 clusters Score -579307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -579306.125000 Penalty: 4248.728027
	Iteration 103Q: 3 clusters Score -579306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -579306.750000 Penalty: 4248.728027
	Iteration 104Q: 3 clusters Score -579306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -579306.750000 Penalty: 4248.728027
	Iteration 105F: 3 clusters Score -579306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Entering Unmasked Estep 
Score: -837949.500000 Penalty: 2215.024902
	Iteration 0F: 2 clusters Score -837949.5 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 3806 members 
Entering Unmasked Estep 
Score: -831767.687500 Penalty: 4430.049805
	Iteration 0F: 3 clusters Score -831767.7 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -833465.500000 Penalty: 4430.049805
	Iteration 1F: 3 clusters Score -833465.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -833731.437500 Penalty: 4430.049805
	Iteration 2F: 3 clusters Score -833731.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -833923.312500 Penalty: 4430.049805
	Iteration 3F: 3 clusters Score -833923.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -834101.812500 Penalty: 4430.049805
	Iteration 4Q: 3 clusters Score -834101.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -834259.937500 Penalty: 4430.049805
	Iteration 5Q: 3 clusters Score -834259.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -834444.750000 Penalty: 4430.049805
	Iteration 6Q: 3 clusters Score -834444.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -834720.250000 Penalty: 4430.049805
	Iteration 7Q: 3 clusters Score -834720.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -835118.375000 Penalty: 4430.049805
	Iteration 8F: 3 clusters Score -835118.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -835587.812500 Penalty: 4430.049805
	Iteration 9F: 3 clusters Score -835587.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -836029.125000 Penalty: 4430.049805
	Iteration 10F: 3 clusters Score -836029.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -836315.562500 Penalty: 4430.049805
	Iteration 11Q: 3 clusters Score -836315.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -836501.062500 Penalty: 4430.049805
	Iteration 12Q: 3 clusters Score -836501.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -836601.687500 Penalty: 4430.049805
	Iteration 13Q: 3 clusters Score -836601.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -836655.812500 Penalty: 4430.049805
	Iteration 14Q: 3 clusters Score -836655.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -836684.437500 Penalty: 4430.049805
	Iteration 15Q: 3 clusters Score -836684.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -836702.687500 Penalty: 4430.049805
	Iteration 16Q: 3 clusters Score -836702.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -836707.687500 Penalty: 4430.049805
	Iteration 17Q: 3 clusters Score -836707.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -836714.062500 Penalty: 4430.049805
	Iteration 18Q: 3 clusters Score -836714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -836718.500000 Penalty: 4430.049805
	Iteration 19Q: 3 clusters Score -836718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -836724.125000 Penalty: 4430.049805
	Iteration 20F: 3 clusters Score -836724.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -836727.625000 Penalty: 4430.049805
	Iteration 21Q: 3 clusters Score -836727.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -836734.000000 Penalty: 4430.049805
	Iteration 22Q: 3 clusters Score -836734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -836735.687500 Penalty: 4430.049805
	Iteration 23Q: 3 clusters Score -836735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -836736.375000 Penalty: 4430.049805
	Iteration 24Q: 3 clusters Score -836736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -836737.625000 Penalty: 4430.049805
	Iteration 25Q: 3 clusters Score -836737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -836736.625000 Penalty: 4430.049805
	Iteration 26Q: 3 clusters Score -836736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -836737.312500 Penalty: 4430.049805
	Iteration 27Q: 3 clusters Score -836737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -836738.187500 Penalty: 4430.049805
	Iteration 28Q: 3 clusters Score -836738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -836737.875000 Penalty: 4430.049805
	Iteration 29Q: 3 clusters Score -836737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -836738.687500 Penalty: 4430.049805
	Iteration 30Q: 3 clusters Score -836738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -836740.125000 Penalty: 4430.049805
	Iteration 31Q: 3 clusters Score -836740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -836740.187500 Penalty: 4430.049805
	Iteration 32Q: 3 clusters Score -836740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -836739.687500 Penalty: 4430.049805
	Iteration 33Q: 3 clusters Score -836739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -836739.312500 Penalty: 4430.049805
	Iteration 34Q: 3 clusters Score -836739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -836740.375000 Penalty: 4430.049805
	Iteration 35Q: 3 clusters Score -836740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -836740.812500 Penalty: 4430.049805
	Iteration 36Q: 3 clusters Score -836740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -836742.625000 Penalty: 4430.049805
	Iteration 37Q: 3 clusters Score -836742.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -836743.750000 Penalty: 4430.049805
	Iteration 38Q: 3 clusters Score -836743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -836744.562500 Penalty: 4430.049805
	Iteration 39Q: 3 clusters Score -836744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -836743.812500 Penalty: 4430.049805
	Iteration 40F: 3 clusters Score -836743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -836744.375000 Penalty: 4430.049805
	Iteration 41Q: 3 clusters Score -836744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -836745.812500 Penalty: 4430.049805
	Iteration 42Q: 3 clusters Score -836745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -836745.937500 Penalty: 4430.049805
	Iteration 43Q: 3 clusters Score -836745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -836748.000000 Penalty: 4430.049805
	Iteration 44Q: 3 clusters Score -836748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -836746.250000 Penalty: 4430.049805
	Iteration 45Q: 3 clusters Score -836746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -836747.562500 Penalty: 4430.049805
	Iteration 46Q: 3 clusters Score -836747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -836749.750000 Penalty: 4430.049805
	Iteration 47Q: 3 clusters Score -836749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -836746.875000 Penalty: 4430.049805
	Iteration 48Q: 3 clusters Score -836746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -836747.750000 Penalty: 4430.049805
	Iteration 49Q: 3 clusters Score -836747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -836749.062500 Penalty: 4430.049805
	Iteration 50Q: 3 clusters Score -836749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -836749.062500 Penalty: 4430.049805
	Iteration 51F: 3 clusters Score -836749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38860.695312 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38860.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39197.714844 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39197.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39506.269531 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39506.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39887.679688 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -39887.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40017.074219 Penalty: 3035.667480
	Iteration 4F: 3 clusters Score -40017.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40112.324219 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -40112.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40202.363281 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -40202.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40273.773438 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -40273.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40313.804688 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40329.707031 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40329.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40329.707031 Penalty: 3035.667480
	Iteration 10F: 3 clusters Score -40329.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49624 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127991 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45475 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302464 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 348 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33346 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4734 members 
Mstep: Class 43 contains 107 members 
Entering Unmasked Estep 
Score: -110929248.000000 Penalty: 147466.703125
Splitting cluster 32 changes total score from -110931120.000000 to -110929248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -219759.828125 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -219759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217142.281250 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -217142.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -217556.796875 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -217556.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -217661.640625 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -217661.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217717.531250 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -217717.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217758.312500 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -217758.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217792.250000 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -217792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217813.937500 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -217813.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217830.984375 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -217831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217849.656250 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -217849.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217859.390625 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -217859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217863.718750 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -217863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217867.421875 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -217867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217871.578125 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -217871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217875.906250 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -217875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217877.062500 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -217877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217878.437500 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -217878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217882.015625 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -217882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217887.156250 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -217887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217889.796875 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -217889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217892.078125 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -217892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217893.765625 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -217893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217894.359375 Penalty: 3759.267334
	Iteration 21Q: 3 clusters Score -217894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217894.359375 Penalty: 3759.267334
	Iteration 22F: 3 clusters Score -217894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38113.234375 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38113.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38434.191406 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38434.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38542.500000 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38593.597656 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -38593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38610.972656 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -38610.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38650.226562 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -38650.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38697.511719 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -38697.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38734.332031 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -38734.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38748.898438 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -38748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38759.652344 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -38759.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38762.085938 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -38762.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38764.707031 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -38764.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38769.925781 Penalty: 3047.516113
	Iteration 12F: 3 clusters Score -38769.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38785.785156 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -38785.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38785.785156 Penalty: 3047.516113
	Iteration 14F: 3 clusters Score -38785.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -560273.187500 Penalty: 2142.134521
	Iteration 0F: 2 clusters Score -560273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -555358.187500 Penalty: 4284.269043
	Iteration 0F: 3 clusters Score -555358.2 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -556657.375000 Penalty: 4284.269043
	Iteration 1F: 3 clusters Score -556657.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -557014.750000 Penalty: 4284.269043
	Iteration 2F: 3 clusters Score -557014.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -557231.000000 Penalty: 4284.269043
	Iteration 3F: 3 clusters Score -557231 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -557400.312500 Penalty: 4284.269043
	Iteration 4Q: 3 clusters Score -557400.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -557537.062500 Penalty: 4284.269043
	Iteration 5Q: 3 clusters Score -557537.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -557696.625000 Penalty: 4284.269043
	Iteration 6Q: 3 clusters Score -557696.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -557856.500000 Penalty: 4284.269043
	Iteration 7Q: 3 clusters Score -557856.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -558006.250000 Penalty: 4284.269043
	Iteration 8Q: 3 clusters Score -558006.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -558131.437500 Penalty: 4284.269043
	Iteration 9Q: 3 clusters Score -558131.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -558233.812500 Penalty: 4284.269043
	Iteration 10Q: 3 clusters Score -558233.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -558344.500000 Penalty: 4284.269043
	Iteration 11Q: 3 clusters Score -558344.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -558434.750000 Penalty: 4284.269043
	Iteration 12Q: 3 clusters Score -558434.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -558527.750000 Penalty: 4284.269043
	Iteration 13Q: 3 clusters Score -558527.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -558626.000000 Penalty: 4284.269043
	Iteration 14Q: 3 clusters Score -558626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -558712.625000 Penalty: 4284.269043
	Iteration 15Q: 3 clusters Score -558712.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -558796.437500 Penalty: 4284.269043
	Iteration 16Q: 3 clusters Score -558796.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -558892.750000 Penalty: 4284.269043
	Iteration 17Q: 3 clusters Score -558892.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -558974.062500 Penalty: 4284.269043
	Iteration 18Q: 3 clusters Score -558974.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -559024.750000 Penalty: 4284.269043
	Iteration 19Q: 3 clusters Score -559024.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -559062.812500 Penalty: 4284.269043
	Iteration 20F: 3 clusters Score -559062.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -559093.812500 Penalty: 4284.269043
	Iteration 21Q: 3 clusters Score -559093.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -559124.375000 Penalty: 4284.269043
	Iteration 22Q: 3 clusters Score -559124.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -559156.500000 Penalty: 4284.269043
	Iteration 23Q: 3 clusters Score -559156.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -559180.187500 Penalty: 4284.269043
	Iteration 24Q: 3 clusters Score -559180.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -559206.250000 Penalty: 4284.269043
	Iteration 25Q: 3 clusters Score -559206.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -559229.687500 Penalty: 4284.269043
	Iteration 26Q: 3 clusters Score -559229.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -559252.000000 Penalty: 4284.269043
	Iteration 27Q: 3 clusters Score -559252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -559274.875000 Penalty: 4284.269043
	Iteration 28Q: 3 clusters Score -559274.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -559299.812500 Penalty: 4284.269043
	Iteration 29Q: 3 clusters Score -559299.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -559322.812500 Penalty: 4284.269043
	Iteration 30Q: 3 clusters Score -559322.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -559336.625000 Penalty: 4284.269043
	Iteration 31Q: 3 clusters Score -559336.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -559345.312500 Penalty: 4284.269043
	Iteration 32Q: 3 clusters Score -559345.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -559350.312500 Penalty: 4284.269043
	Iteration 33Q: 3 clusters Score -559350.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -559359.562500 Penalty: 4284.269043
	Iteration 34Q: 3 clusters Score -559359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -559369.125000 Penalty: 4284.269043
	Iteration 35Q: 3 clusters Score -559369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -559374.062500 Penalty: 4284.269043
	Iteration 36Q: 3 clusters Score -559374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -559377.812500 Penalty: 4284.269043
	Iteration 37Q: 3 clusters Score -559377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -559381.687500 Penalty: 4284.269043
	Iteration 38Q: 3 clusters Score -559381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -559388.375000 Penalty: 4284.269043
	Iteration 39Q: 3 clusters Score -559388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -559397.062500 Penalty: 4284.269043
	Iteration 40F: 3 clusters Score -559397.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -559411.562500 Penalty: 4284.269043
	Iteration 41Q: 3 clusters Score -559411.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -559427.500000 Penalty: 4284.269043
	Iteration 42Q: 3 clusters Score -559427.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -559441.750000 Penalty: 4284.269043
	Iteration 43Q: 3 clusters Score -559441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -559469.812500 Penalty: 4284.269043
	Iteration 44Q: 3 clusters Score -559469.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -559493.562500 Penalty: 4284.269043
	Iteration 45Q: 3 clusters Score -559493.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -559516.687500 Penalty: 4284.269043
	Iteration 46Q: 3 clusters Score -559516.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -559546.187500 Penalty: 4284.269043
	Iteration 47Q: 3 clusters Score -559546.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -559573.750000 Penalty: 4284.269043
	Iteration 48Q: 3 clusters Score -559573.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -559589.250000 Penalty: 4284.269043
	Iteration 49Q: 3 clusters Score -559589.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -559600.125000 Penalty: 4284.269043
	Iteration 50Q: 3 clusters Score -559600.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -559609.250000 Penalty: 4284.269043
	Iteration 51Q: 3 clusters Score -559609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -559620.625000 Penalty: 4284.269043
	Iteration 52Q: 3 clusters Score -559620.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -559626.500000 Penalty: 4284.269043
	Iteration 53Q: 3 clusters Score -559626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -559629.312500 Penalty: 4284.269043
	Iteration 54Q: 3 clusters Score -559629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -559630.125000 Penalty: 4284.269043
	Iteration 55Q: 3 clusters Score -559630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -559630.562500 Penalty: 4284.269043
	Iteration 56Q: 3 clusters Score -559630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -559630.375000 Penalty: 4284.269043
	Iteration 57Q: 3 clusters Score -559630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -559630.375000 Penalty: 4284.269043
	Iteration 58F: 3 clusters Score -559630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52260.683594 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52260.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50732.207031 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50732.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50918.187500 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50918.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50949.394531 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50949.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50961.460938 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50961.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50966.250000 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50966.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50967.078125 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50967.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50968.867188 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50968.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50969.984375 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50969.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50969.984375 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -50969.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45058.445312 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45058.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45381.714844 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45381.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45537.441406 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45537.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45599.839844 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -45599.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45649.609375 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45649.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45678.664062 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45678.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45684.863281 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45684.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45691.617188 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45691.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45694.972656 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -45694.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45696.582031 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -45696.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45696.582031 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -45696.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Entering Unmasked Estep 
Score: -1440177.750000 Penalty: 2338.550049
	Iteration 0F: 2 clusters Score -1440178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1430974.500000 Penalty: 4677.100098
	Iteration 0F: 3 clusters Score -1430974 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1433691.375000 Penalty: 4677.100098
	Iteration 1F: 3 clusters Score -1433691 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1433955.250000 Penalty: 4677.100098
	Iteration 2F: 3 clusters Score -1433955 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1434126.000000 Penalty: 4677.100098
	Iteration 3Q: 3 clusters Score -1434126 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1434276.625000 Penalty: 4677.100098
	Iteration 4Q: 3 clusters Score -1434277 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1434385.000000 Penalty: 4677.100098
	Iteration 5Q: 3 clusters Score -1434385 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1434478.750000 Penalty: 4677.100098
	Iteration 6Q: 3 clusters Score -1434479 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1434567.500000 Penalty: 4677.100098
	Iteration 7Q: 3 clusters Score -1434568 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1434649.500000 Penalty: 4677.100098
	Iteration 8Q: 3 clusters Score -1434650 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1434709.875000 Penalty: 4677.100098
	Iteration 9Q: 3 clusters Score -1434710 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1434774.500000 Penalty: 4677.100098
	Iteration 10Q: 3 clusters Score -1434774 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1434847.625000 Penalty: 4677.100098
	Iteration 11Q: 3 clusters Score -1434848 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1434912.000000 Penalty: 4677.100098
	Iteration 12Q: 3 clusters Score -1434912 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1434978.875000 Penalty: 4677.100098
	Iteration 13Q: 3 clusters Score -1434979 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1435033.375000 Penalty: 4677.100098
	Iteration 14Q: 3 clusters Score -1435033 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1435105.625000 Penalty: 4677.100098
	Iteration 15Q: 3 clusters Score -1435106 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1435182.250000 Penalty: 4677.100098
	Iteration 16Q: 3 clusters Score -1435182 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1435270.625000 Penalty: 4677.100098
	Iteration 17Q: 3 clusters Score -1435271 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1435383.750000 Penalty: 4677.100098
	Iteration 18Q: 3 clusters Score -1435384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1435528.125000 Penalty: 4677.100098
	Iteration 19Q: 3 clusters Score -1435528 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1435717.625000 Penalty: 4677.100098
	Iteration 20F: 3 clusters Score -1435718 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1435938.875000 Penalty: 4677.100098
	Iteration 21Q: 3 clusters Score -1435939 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1436194.125000 Penalty: 4677.100098
	Iteration 22Q: 3 clusters Score -1436194 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1436474.750000 Penalty: 4677.100098
	Iteration 23Q: 3 clusters Score -1436475 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1436796.250000 Penalty: 4677.100098
	Iteration 24Q: 3 clusters Score -1436796 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1437088.625000 Penalty: 4677.100098
	Iteration 25Q: 3 clusters Score -1437089 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1437367.625000 Penalty: 4677.100098
	Iteration 26Q: 3 clusters Score -1437368 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1437596.000000 Penalty: 4677.100098
	Iteration 27Q: 3 clusters Score -1437596 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1437769.000000 Penalty: 4677.100098
	Iteration 28Q: 3 clusters Score -1437769 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1437922.375000 Penalty: 4677.100098
	Iteration 29Q: 3 clusters Score -1437922 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1438038.000000 Penalty: 4677.100098
	Iteration 30Q: 3 clusters Score -1438038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1438123.625000 Penalty: 4677.100098
	Iteration 31Q: 3 clusters Score -1438124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1438182.500000 Penalty: 4677.100098
	Iteration 32Q: 3 clusters Score -1438182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1438219.625000 Penalty: 4677.100098
	Iteration 33Q: 3 clusters Score -1438220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1438248.625000 Penalty: 4677.100098
	Iteration 34Q: 3 clusters Score -1438249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1438267.875000 Penalty: 4677.100098
	Iteration 35Q: 3 clusters Score -1438268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1438286.750000 Penalty: 4677.100098
	Iteration 36Q: 3 clusters Score -1438287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1438302.750000 Penalty: 4677.100098
	Iteration 37Q: 3 clusters Score -1438303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1438310.500000 Penalty: 4677.100098
	Iteration 38Q: 3 clusters Score -1438310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1438319.000000 Penalty: 4677.100098
	Iteration 39Q: 3 clusters Score -1438319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1438328.375000 Penalty: 4677.100098
	Iteration 40F: 3 clusters Score -1438328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1438333.875000 Penalty: 4677.100098
	Iteration 41Q: 3 clusters Score -1438334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1438341.250000 Penalty: 4677.100098
	Iteration 42Q: 3 clusters Score -1438341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1438345.625000 Penalty: 4677.100098
	Iteration 43Q: 3 clusters Score -1438346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1438350.250000 Penalty: 4677.100098
	Iteration 44Q: 3 clusters Score -1438350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1438354.625000 Penalty: 4677.100098
	Iteration 45Q: 3 clusters Score -1438355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1438358.125000 Penalty: 4677.100098
	Iteration 46Q: 3 clusters Score -1438358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1438362.250000 Penalty: 4677.100098
	Iteration 47Q: 3 clusters Score -1438362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1438360.875000 Penalty: 4677.100098
	Iteration 48Q: 3 clusters Score -1438361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1438361.375000 Penalty: 4677.100098
	Iteration 49Q: 3 clusters Score -1438361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1438361.375000 Penalty: 4677.100098
	Iteration 50F: 3 clusters Score -1438361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -356824.031250 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -356824 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 1582 members 
Entering Unmasked Estep 
Score: -353459.875000 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -353459.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -354107.593750 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -354107.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -354253.000000 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -354253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -354325.218750 Penalty: 4000.839111
	Iteration 3Q: 3 clusters Score -354325.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354364.468750 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -354364.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354401.406250 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -354401.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -354427.656250 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -354427.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -354446.468750 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -354446.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -354463.093750 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -354463.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -354475.562500 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -354475.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -354491.406250 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -354491.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -354506.000000 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -354506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -354525.656250 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -354525.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -354538.718750 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -354538.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354550.562500 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -354550.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -354561.875000 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -354561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -354568.343750 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -354568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -354570.968750 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -354571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -354573.218750 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -354573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -354574.406250 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -354574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -354576.812500 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -354576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -354579.593750 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -354579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354579.031250 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -354579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354580.187500 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -354580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -354580.937500 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -354580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -354582.093750 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -354582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354581.937500 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -354581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -354582.562500 Penalty: 4000.839111
	Iteration 27Q: 3 clusters Score -354582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -354582.562500 Penalty: 4000.839111
	Iteration 28F: 3 clusters Score -354582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Entering Unmasked Estep 
Score: -3692219.000000 Penalty: 2582.843750
	Iteration 0F: 2 clusters Score -3692219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3669341.000000 Penalty: 5165.687500
	Iteration 0F: 3 clusters Score -3669341 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3677684.000000 Penalty: 5165.687500
	Iteration 1F: 3 clusters Score -3677684 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3678565.500000 Penalty: 5165.687500
	Iteration 2F: 3 clusters Score -3678566 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3679811.750000 Penalty: 5165.687500
	Iteration 3F: 3 clusters Score -3679812 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3681396.750000 Penalty: 5165.687500
	Iteration 4F: 3 clusters Score -3681397 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3683157.000000 Penalty: 5165.687500
	Iteration 5F: 3 clusters Score -3683157 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3684893.750000 Penalty: 5165.687500
	Iteration 6F: 3 clusters Score -3684894 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3686399.750000 Penalty: 5165.687500
	Iteration 7F: 3 clusters Score -3686400 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3687646.750000 Penalty: 5165.687500
	Iteration 8F: 3 clusters Score -3687647 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3688628.750000 Penalty: 5165.687500
	Iteration 9Q: 3 clusters Score -3688629 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3689264.750000 Penalty: 5165.687500
	Iteration 10Q: 3 clusters Score -3689265 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3689670.250000 Penalty: 5165.687500
	Iteration 11Q: 3 clusters Score -3689670 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3689923.750000 Penalty: 5165.687500
	Iteration 12Q: 3 clusters Score -3689924 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3690090.750000 Penalty: 5165.687500
	Iteration 13Q: 3 clusters Score -3690091 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3690263.500000 Penalty: 5165.687500
	Iteration 14Q: 3 clusters Score -3690264 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3690421.000000 Penalty: 5165.687500
	Iteration 15Q: 3 clusters Score -3690421 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3690604.500000 Penalty: 5165.687500
	Iteration 16Q: 3 clusters Score -3690604 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3690806.500000 Penalty: 5165.687500
	Iteration 17Q: 3 clusters Score -3690806 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3690982.250000 Penalty: 5165.687500
	Iteration 18Q: 3 clusters Score -3690982 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3691189.500000 Penalty: 5165.687500
	Iteration 19Q: 3 clusters Score -3691190 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3691402.750000 Penalty: 5165.687500
	Iteration 20F: 3 clusters Score -3691403 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3691665.250000 Penalty: 5165.687500
	Iteration 21Q: 3 clusters Score -3691665 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3691856.500000 Penalty: 5165.687500
	Iteration 22Q: 3 clusters Score -3691856 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3691964.250000 Penalty: 5165.687500
	Iteration 23Q: 3 clusters Score -3691964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3692024.500000 Penalty: 5165.687500
	Iteration 24Q: 3 clusters Score -3692024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3692053.500000 Penalty: 5165.687500
	Iteration 25Q: 3 clusters Score -3692054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3692084.000000 Penalty: 5165.687500
	Iteration 26Q: 3 clusters Score -3692084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3692090.500000 Penalty: 5165.687500
	Iteration 27Q: 3 clusters Score -3692090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3692095.250000 Penalty: 5165.687500
	Iteration 28Q: 3 clusters Score -3692095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3692102.500000 Penalty: 5165.687500
	Iteration 29Q: 3 clusters Score -3692102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3692104.500000 Penalty: 5165.687500
	Iteration 30Q: 3 clusters Score -3692104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3692109.500000 Penalty: 5165.687500
	Iteration 31Q: 3 clusters Score -3692110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3692116.500000 Penalty: 5165.687500
	Iteration 32Q: 3 clusters Score -3692116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3692115.000000 Penalty: 5165.687500
	Iteration 33Q: 3 clusters Score -3692115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3692120.250000 Penalty: 5165.687500
	Iteration 34Q: 3 clusters Score -3692120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3692128.750000 Penalty: 5165.687500
	Iteration 35Q: 3 clusters Score -3692129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3692130.750000 Penalty: 5165.687500
	Iteration 36Q: 3 clusters Score -3692131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3692130.500000 Penalty: 5165.687500
	Iteration 37Q: 3 clusters Score -3692130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -3692136.250000 Penalty: 5165.687500
	Iteration 38Q: 3 clusters Score -3692136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3692135.750000 Penalty: 5165.687500
	Iteration 39Q: 3 clusters Score -3692136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3692142.750000 Penalty: 5165.687500
	Iteration 40F: 3 clusters Score -3692143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3692143.000000 Penalty: 5165.687500
	Iteration 41Q: 3 clusters Score -3692143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3692146.250000 Penalty: 5165.687500
	Iteration 42Q: 3 clusters Score -3692146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3692139.250000 Penalty: 5165.687500
	Iteration 43Q: 3 clusters Score -3692139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3692143.500000 Penalty: 5165.687500
	Iteration 44Q: 3 clusters Score -3692144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3692147.750000 Penalty: 5165.687500
	Iteration 45Q: 3 clusters Score -3692148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3692144.750000 Penalty: 5165.687500
	Iteration 46Q: 3 clusters Score -3692145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3692138.250000 Penalty: 5165.687500
	Iteration 47Q: 3 clusters Score -3692138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3692140.500000 Penalty: 5165.687500
	Iteration 48Q: 3 clusters Score -3692140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3692140.250000 Penalty: 5165.687500
	Iteration 49Q: 3 clusters Score -3692140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3692142.250000 Penalty: 5165.687500
	Iteration 50Q: 3 clusters Score -3692142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3692142.250000 Penalty: 5165.687500
	Iteration 51Q: 3 clusters Score -3692142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3692147.000000 Penalty: 5165.687500
	Iteration 52Q: 3 clusters Score -3692147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3692142.750000 Penalty: 5165.687500
	Iteration 53Q: 3 clusters Score -3692143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3692142.250000 Penalty: 5165.687500
	Iteration 54Q: 3 clusters Score -3692142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3692144.500000 Penalty: 5165.687500
	Iteration 55Q: 3 clusters Score -3692144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3692144.500000 Penalty: 5165.687500
	Iteration 56F: 3 clusters Score -3692144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (40845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Entering Unmasked Estep 
Score: -4230399.000000 Penalty: 2633.149658
	Iteration 0F: 2 clusters Score -4230399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4202536.000000 Penalty: 5266.299316
	Iteration 0F: 3 clusters Score -4202536 nChanged 18730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4213072.000000 Penalty: 5266.299316
	Iteration 1F: 3 clusters Score -4213072 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4213770.500000 Penalty: 5266.299316
	Iteration 2Q: 3 clusters Score -4213770 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4214586.500000 Penalty: 5266.299316
	Iteration 3Q: 3 clusters Score -4214586 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4215652.500000 Penalty: 5266.299316
	Iteration 4Q: 3 clusters Score -4215652 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4216992.000000 Penalty: 5266.299316
	Iteration 5F: 3 clusters Score -4216992 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -4218603.500000 Penalty: 5266.299316
	Iteration 6F: 3 clusters Score -4218604 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4220224.000000 Penalty: 5266.299316
	Iteration 7F: 3 clusters Score -4220224 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4221735.500000 Penalty: 5266.299316
	Iteration 8F: 3 clusters Score -4221736 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4223163.500000 Penalty: 5266.299316
	Iteration 9F: 3 clusters Score -4223164 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4224244.500000 Penalty: 5266.299316
	Iteration 10Q: 3 clusters Score -4224244 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4225015.500000 Penalty: 5266.299316
	Iteration 11Q: 3 clusters Score -4225016 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4225560.500000 Penalty: 5266.299316
	Iteration 12Q: 3 clusters Score -4225560 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -4225976.500000 Penalty: 5266.299316
	Iteration 13Q: 3 clusters Score -4225976 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4226265.500000 Penalty: 5266.299316
	Iteration 14Q: 3 clusters Score -4226266 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4226507.000000 Penalty: 5266.299316
	Iteration 15Q: 3 clusters Score -4226507 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4226695.500000 Penalty: 5266.299316
	Iteration 16Q: 3 clusters Score -4226696 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4226890.000000 Penalty: 5266.299316
	Iteration 17Q: 3 clusters Score -4226890 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -4227107.500000 Penalty: 5266.299316
	Iteration 18Q: 3 clusters Score -4227108 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4227338.500000 Penalty: 5266.299316
	Iteration 19Q: 3 clusters Score -4227338 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4227614.500000 Penalty: 5266.299316
	Iteration 20F: 3 clusters Score -4227614 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4227914.000000 Penalty: 5266.299316
	Iteration 21Q: 3 clusters Score -4227914 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4228232.000000 Penalty: 5266.299316
	Iteration 22Q: 3 clusters Score -4228232 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -4228487.000000 Penalty: 5266.299316
	Iteration 23Q: 3 clusters Score -4228487 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4228647.000000 Penalty: 5266.299316
	Iteration 24Q: 3 clusters Score -4228647 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4228763.500000 Penalty: 5266.299316
	Iteration 25Q: 3 clusters Score -4228764 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4228873.000000 Penalty: 5266.299316
	Iteration 26Q: 3 clusters Score -4228873 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4229003.000000 Penalty: 5266.299316
	Iteration 27Q: 3 clusters Score -4229003 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4229107.500000 Penalty: 5266.299316
	Iteration 28Q: 3 clusters Score -4229108 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4229208.500000 Penalty: 5266.299316
	Iteration 29Q: 3 clusters Score -4229208 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -4229304.000000 Penalty: 5266.299316
	Iteration 30Q: 3 clusters Score -4229304 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4229388.500000 Penalty: 5266.299316
	Iteration 31Q: 3 clusters Score -4229388 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4229464.000000 Penalty: 5266.299316
	Iteration 32Q: 3 clusters Score -4229464 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4229537.000000 Penalty: 5266.299316
	Iteration 33Q: 3 clusters Score -4229537 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4229600.500000 Penalty: 5266.299316
	Iteration 34Q: 3 clusters Score -4229600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4229631.000000 Penalty: 5266.299316
	Iteration 35Q: 3 clusters Score -4229631 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4229681.500000 Penalty: 5266.299316
	Iteration 36Q: 3 clusters Score -4229682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4229716.500000 Penalty: 5266.299316
	Iteration 37Q: 3 clusters Score -4229716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4229752.000000 Penalty: 5266.299316
	Iteration 38Q: 3 clusters Score -4229752 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4229770.500000 Penalty: 5266.299316
	Iteration 39Q: 3 clusters Score -4229770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4229825.500000 Penalty: 5266.299316
	Iteration 40F: 3 clusters Score -4229826 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4229858.500000 Penalty: 5266.299316
	Iteration 41Q: 3 clusters Score -4229858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4229884.500000 Penalty: 5266.299316
	Iteration 42Q: 3 clusters Score -4229884 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4229901.500000 Penalty: 5266.299316
	Iteration 43Q: 3 clusters Score -4229902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4229919.000000 Penalty: 5266.299316
	Iteration 44Q: 3 clusters Score -4229919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4229921.000000 Penalty: 5266.299316
	Iteration 45Q: 3 clusters Score -4229921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4229932.000000 Penalty: 5266.299316
	Iteration 46Q: 3 clusters Score -4229932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4229938.500000 Penalty: 5266.299316
	Iteration 47Q: 3 clusters Score -4229938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4229950.000000 Penalty: 5266.299316
	Iteration 48Q: 3 clusters Score -4229950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -4229944.000000 Penalty: 5266.299316
	Iteration 49Q: 3 clusters Score -4229944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4229947.000000 Penalty: 5266.299316
	Iteration 50Q: 3 clusters Score -4229947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -4229949.500000 Penalty: 5266.299316
	Iteration 51Q: 3 clusters Score -4229950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4229954.500000 Penalty: 5266.299316
	Iteration 52Q: 3 clusters Score -4229954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4229955.500000 Penalty: 5266.299316
	Iteration 53Q: 3 clusters Score -4229956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4229950.000000 Penalty: 5266.299316
	Iteration 54Q: 3 clusters Score -4229950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4229951.500000 Penalty: 5266.299316
	Iteration 55Q: 3 clusters Score -4229952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4229953.000000 Penalty: 5266.299316
	Iteration 56Q: 3 clusters Score -4229953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4229952.500000 Penalty: 5266.299316
	Iteration 57Q: 3 clusters Score -4229952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4229959.000000 Penalty: 5266.299316
	Iteration 58Q: 3 clusters Score -4229959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4229956.000000 Penalty: 5266.299316
	Iteration 59Q: 3 clusters Score -4229956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4229960.000000 Penalty: 5266.299316
	Iteration 60F: 3 clusters Score -4229960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4229960.500000 Penalty: 5266.299316
	Iteration 61Q: 3 clusters Score -4229960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4229953.000000 Penalty: 5266.299316
	Iteration 62Q: 3 clusters Score -4229953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4229959.000000 Penalty: 5266.299316
	Iteration 63Q: 3 clusters Score -4229959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4229960.500000 Penalty: 5266.299316
	Iteration 64Q: 3 clusters Score -4229960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4229959.000000 Penalty: 5266.299316
	Iteration 65Q: 3 clusters Score -4229959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4229957.500000 Penalty: 5266.299316
	Iteration 66Q: 3 clusters Score -4229958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -4229955.500000 Penalty: 5266.299316
	Iteration 67Q: 3 clusters Score -4229956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4229952.000000 Penalty: 5266.299316
	Iteration 68Q: 3 clusters Score -4229952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4229951.500000 Penalty: 5266.299316
	Iteration 69Q: 3 clusters Score -4229952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -4229948.500000 Penalty: 5266.299316
	Iteration 70Q: 3 clusters Score -4229948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -4229948.500000 Penalty: 5266.299316
	Iteration 71F: 3 clusters Score -4229948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -552302.500000 Penalty: 2098.706299
	Iteration 0F: 2 clusters Score -552302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -547949.437500 Penalty: 4197.412598
	Iteration 0F: 3 clusters Score -547949.4 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -548945.437500 Penalty: 4197.412598
	Iteration 1F: 3 clusters Score -548945.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -549115.437500 Penalty: 4197.412598
	Iteration 2F: 3 clusters Score -549115.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -549218.687500 Penalty: 4197.412598
	Iteration 3Q: 3 clusters Score -549218.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -549289.687500 Penalty: 4197.412598
	Iteration 4Q: 3 clusters Score -549289.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -549358.625000 Penalty: 4197.412598
	Iteration 5Q: 3 clusters Score -549358.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -549416.062500 Penalty: 4197.412598
	Iteration 6Q: 3 clusters Score -549416.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -549455.625000 Penalty: 4197.412598
	Iteration 7Q: 3 clusters Score -549455.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549481.875000 Penalty: 4197.412598
	Iteration 8Q: 3 clusters Score -549481.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -549508.562500 Penalty: 4197.412598
	Iteration 9Q: 3 clusters Score -549508.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -549528.437500 Penalty: 4197.412598
	Iteration 10Q: 3 clusters Score -549528.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -549541.562500 Penalty: 4197.412598
	Iteration 11Q: 3 clusters Score -549541.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -549555.062500 Penalty: 4197.412598
	Iteration 12Q: 3 clusters Score -549555.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -549568.875000 Penalty: 4197.412598
	Iteration 13Q: 3 clusters Score -549568.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -549578.000000 Penalty: 4197.412598
	Iteration 14Q: 3 clusters Score -549578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -549585.062500 Penalty: 4197.412598
	Iteration 15Q: 3 clusters Score -549585.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -549590.625000 Penalty: 4197.412598
	Iteration 16Q: 3 clusters Score -549590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -549594.125000 Penalty: 4197.412598
	Iteration 17Q: 3 clusters Score -549594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -549596.687500 Penalty: 4197.412598
	Iteration 18Q: 3 clusters Score -549596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -549599.875000 Penalty: 4197.412598
	Iteration 19Q: 3 clusters Score -549599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -549606.000000 Penalty: 4197.412598
	Iteration 20F: 3 clusters Score -549606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -549610.750000 Penalty: 4197.412598
	Iteration 21Q: 3 clusters Score -549610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -549616.250000 Penalty: 4197.412598
	Iteration 22Q: 3 clusters Score -549616.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -549621.000000 Penalty: 4197.412598
	Iteration 23Q: 3 clusters Score -549621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -549624.812500 Penalty: 4197.412598
	Iteration 24Q: 3 clusters Score -549624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -549628.250000 Penalty: 4197.412598
	Iteration 25Q: 3 clusters Score -549628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -549630.875000 Penalty: 4197.412598
	Iteration 26Q: 3 clusters Score -549630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -549635.750000 Penalty: 4197.412598
	Iteration 27Q: 3 clusters Score -549635.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -549641.187500 Penalty: 4197.412598
	Iteration 28Q: 3 clusters Score -549641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -549645.250000 Penalty: 4197.412598
	Iteration 29Q: 3 clusters Score -549645.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -549648.500000 Penalty: 4197.412598
	Iteration 30Q: 3 clusters Score -549648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -549650.687500 Penalty: 4197.412598
	Iteration 31Q: 3 clusters Score -549650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -549652.187500 Penalty: 4197.412598
	Iteration 32Q: 3 clusters Score -549652.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -549659.562500 Penalty: 4197.412598
	Iteration 33Q: 3 clusters Score -549659.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -549666.687500 Penalty: 4197.412598
	Iteration 34Q: 3 clusters Score -549666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -549671.187500 Penalty: 4197.412598
	Iteration 35Q: 3 clusters Score -549671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -549673.375000 Penalty: 4197.412598
	Iteration 36Q: 3 clusters Score -549673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -549676.375000 Penalty: 4197.412598
	Iteration 37Q: 3 clusters Score -549676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -549678.125000 Penalty: 4197.412598
	Iteration 38Q: 3 clusters Score -549678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -549680.375000 Penalty: 4197.412598
	Iteration 39Q: 3 clusters Score -549680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -549685.250000 Penalty: 4197.412598
	Iteration 40F: 3 clusters Score -549685.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -549690.500000 Penalty: 4197.412598
	Iteration 41Q: 3 clusters Score -549690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -549692.562500 Penalty: 4197.412598
	Iteration 42Q: 3 clusters Score -549692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -549698.875000 Penalty: 4197.412598
	Iteration 43Q: 3 clusters Score -549698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -549702.062500 Penalty: 4197.412598
	Iteration 44Q: 3 clusters Score -549702.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -549706.375000 Penalty: 4197.412598
	Iteration 45Q: 3 clusters Score -549706.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -549712.312500 Penalty: 4197.412598
	Iteration 46Q: 3 clusters Score -549712.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -549717.500000 Penalty: 4197.412598
	Iteration 47Q: 3 clusters Score -549717.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -549722.937500 Penalty: 4197.412598
	Iteration 48Q: 3 clusters Score -549722.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -549730.062500 Penalty: 4197.412598
	Iteration 49Q: 3 clusters Score -549730.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -549736.125000 Penalty: 4197.412598
	Iteration 50Q: 3 clusters Score -549736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -549742.312500 Penalty: 4197.412598
	Iteration 51Q: 3 clusters Score -549742.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -549749.375000 Penalty: 4197.412598
	Iteration 52Q: 3 clusters Score -549749.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -549751.687500 Penalty: 4197.412598
	Iteration 53Q: 3 clusters Score -549751.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -549755.687500 Penalty: 4197.412598
	Iteration 54Q: 3 clusters Score -549755.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -549762.250000 Penalty: 4197.412598
	Iteration 55Q: 3 clusters Score -549762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -549767.875000 Penalty: 4197.412598
	Iteration 56Q: 3 clusters Score -549767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -549775.312500 Penalty: 4197.412598
	Iteration 57Q: 3 clusters Score -549775.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -549783.187500 Penalty: 4197.412598
	Iteration 58Q: 3 clusters Score -549783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -549791.062500 Penalty: 4197.412598
	Iteration 59Q: 3 clusters Score -549791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -549799.375000 Penalty: 4197.412598
	Iteration 60F: 3 clusters Score -549799.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -549807.125000 Penalty: 4197.412598
	Iteration 61Q: 3 clusters Score -549807.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -549811.625000 Penalty: 4197.412598
	Iteration 62Q: 3 clusters Score -549811.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -549816.875000 Penalty: 4197.412598
	Iteration 63Q: 3 clusters Score -549816.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -549826.500000 Penalty: 4197.412598
	Iteration 64Q: 3 clusters Score -549826.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -549835.375000 Penalty: 4197.412598
	Iteration 65Q: 3 clusters Score -549835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -549843.625000 Penalty: 4197.412598
	Iteration 66Q: 3 clusters Score -549843.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -549853.000000 Penalty: 4197.412598
	Iteration 67Q: 3 clusters Score -549853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -549865.312500 Penalty: 4197.412598
	Iteration 68Q: 3 clusters Score -549865.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -549876.687500 Penalty: 4197.412598
	Iteration 69Q: 3 clusters Score -549876.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -549890.250000 Penalty: 4197.412598
	Iteration 70Q: 3 clusters Score -549890.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -549904.187500 Penalty: 4197.412598
	Iteration 71Q: 3 clusters Score -549904.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -549930.062500 Penalty: 4197.412598
	Iteration 72Q: 3 clusters Score -549930.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -549950.625000 Penalty: 4197.412598
	Iteration 73Q: 3 clusters Score -549950.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -549967.937500 Penalty: 4197.412598
	Iteration 74Q: 3 clusters Score -549967.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -549983.937500 Penalty: 4197.412598
	Iteration 75Q: 3 clusters Score -549983.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -549996.375000 Penalty: 4197.412598
	Iteration 76Q: 3 clusters Score -549996.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -550008.875000 Penalty: 4197.412598
	Iteration 77Q: 3 clusters Score -550008.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -550025.500000 Penalty: 4197.412598
	Iteration 78Q: 3 clusters Score -550025.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -550044.125000 Penalty: 4197.412598
	Iteration 79Q: 3 clusters Score -550044.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -550059.250000 Penalty: 4197.412598
	Iteration 80F: 3 clusters Score -550059.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -550074.437500 Penalty: 4197.412598
	Iteration 81Q: 3 clusters Score -550074.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -550083.437500 Penalty: 4197.412598
	Iteration 82Q: 3 clusters Score -550083.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -550093.812500 Penalty: 4197.412598
	Iteration 83Q: 3 clusters Score -550093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -550105.812500 Penalty: 4197.412598
	Iteration 84Q: 3 clusters Score -550105.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -550114.937500 Penalty: 4197.412598
	Iteration 85Q: 3 clusters Score -550114.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -550129.125000 Penalty: 4197.412598
	Iteration 86Q: 3 clusters Score -550129.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -550143.812500 Penalty: 4197.412598
	Iteration 87Q: 3 clusters Score -550143.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -550159.750000 Penalty: 4197.412598
	Iteration 88Q: 3 clusters Score -550159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -550176.062500 Penalty: 4197.412598
	Iteration 89Q: 3 clusters Score -550176.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -550193.875000 Penalty: 4197.412598
	Iteration 90Q: 3 clusters Score -550193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -550221.000000 Penalty: 4197.412598
	Iteration 91Q: 3 clusters Score -550221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -550242.187500 Penalty: 4197.412598
	Iteration 92Q: 3 clusters Score -550242.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -550265.375000 Penalty: 4197.412598
	Iteration 93Q: 3 clusters Score -550265.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -550287.750000 Penalty: 4197.412598
	Iteration 94Q: 3 clusters Score -550287.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -550300.437500 Penalty: 4197.412598
	Iteration 95Q: 3 clusters Score -550300.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -550312.375000 Penalty: 4197.412598
	Iteration 96Q: 3 clusters Score -550312.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -550324.562500 Penalty: 4197.412598
	Iteration 97Q: 3 clusters Score -550324.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -550338.312500 Penalty: 4197.412598
	Iteration 98Q: 3 clusters Score -550338.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -550351.062500 Penalty: 4197.412598
	Iteration 99Q: 3 clusters Score -550351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -550357.437500 Penalty: 4197.412598
	Iteration 100F: 3 clusters Score -550357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -550359.375000 Penalty: 4197.412598
	Iteration 101Q: 3 clusters Score -550359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -550361.500000 Penalty: 4197.412598
	Iteration 102Q: 3 clusters Score -550361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -550365.875000 Penalty: 4197.412598
	Iteration 103Q: 3 clusters Score -550365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -550371.000000 Penalty: 4197.412598
	Iteration 104Q: 3 clusters Score -550371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -550375.375000 Penalty: 4197.412598
	Iteration 105Q: 3 clusters Score -550375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -550377.437500 Penalty: 4197.412598
	Iteration 106Q: 3 clusters Score -550377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -550383.500000 Penalty: 4197.412598
	Iteration 107Q: 3 clusters Score -550383.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -550387.437500 Penalty: 4197.412598
	Iteration 108Q: 3 clusters Score -550387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -550389.687500 Penalty: 4197.412598
	Iteration 109Q: 3 clusters Score -550389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -550392.875000 Penalty: 4197.412598
	Iteration 110Q: 3 clusters Score -550392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -550397.000000 Penalty: 4197.412598
	Iteration 111Q: 3 clusters Score -550397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -550401.250000 Penalty: 4197.412598
	Iteration 112Q: 3 clusters Score -550401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -550405.125000 Penalty: 4197.412598
	Iteration 113Q: 3 clusters Score -550405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -550407.437500 Penalty: 4197.412598
	Iteration 114Q: 3 clusters Score -550407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -550409.000000 Penalty: 4197.412598
	Iteration 115Q: 3 clusters Score -550409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -550411.875000 Penalty: 4197.412598
	Iteration 116Q: 3 clusters Score -550411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -550412.125000 Penalty: 4197.412598
	Iteration 117Q: 3 clusters Score -550412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -550412.125000 Penalty: 4197.412598
	Iteration 118F: 3 clusters Score -550412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49624 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127991 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45475 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302464 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33875 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33346 members 
Mstep: Class 41 contains 40845 members 
Mstep: Class 42 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931088.000000 Penalty: 144037.250000
Iteration 239Q: 43 clusters Score -1.109311e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49632 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 127930 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 36957 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45472 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74913 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302516 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33876 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33346 members 
Mstep: Class 41 contains 40853 members 
Mstep: Class 42 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931096.000000 Penalty: 144037.250000
Iteration 240F: 43 clusters Score -1.109311e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49637 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 127894 members 
Mstep: Class 10 contains 1106 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 36958 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45472 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74917 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110784 members 
Mstep: Class 27 contains 302542 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33877 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40858 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931032.000000 Penalty: 144037.250000
Iteration 241Q: 43 clusters Score -1.10931e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49642 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 127855 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 36962 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74921 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110783 members 
Mstep: Class 27 contains 302573 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40860 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930944.000000 Penalty: 144037.250000
Iteration 242Q: 43 clusters Score -1.109309e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49652 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 127812 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13665 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 36966 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 45471 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74929 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110778 members 
Mstep: Class 27 contains 302595 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40867 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 144037.250000
Iteration 243Q: 43 clusters Score -1.109309e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49660 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127778 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 36967 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 45471 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74931 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110773 members 
Mstep: Class 27 contains 302616 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12454 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40871 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930960.000000 Penalty: 144037.250000
Iteration 244Q: 43 clusters Score -1.10931e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49664 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 127750 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 36968 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74934 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110771 members 
Mstep: Class 27 contains 302640 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12453 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40872 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930944.000000 Penalty: 144037.250000
Iteration 245Q: 43 clusters Score -1.109309e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49671 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 127718 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 36968 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 45469 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74942 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110770 members 
Mstep: Class 27 contains 302656 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12456 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40873 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930976.000000 Penalty: 144037.250000
Iteration 246Q: 43 clusters Score -1.10931e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49679 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 127682 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 36966 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 74948 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110770 members 
Mstep: Class 27 contains 302673 members 
Mstep: Class 28 contains 1411 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12459 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40875 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931032.000000 Penalty: 144037.250000
Iteration 247Q: 43 clusters Score -1.10931e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49693 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 127630 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 36965 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 45469 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74955 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110769 members 
Mstep: Class 27 contains 302704 members 
Mstep: Class 28 contains 1411 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12459 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40881 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 144037.250000
Iteration 248Q: 43 clusters Score -1.10931e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49703 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 127592 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16176 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 36962 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 45467 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74960 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110769 members 
Mstep: Class 27 contains 302725 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33879 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12460 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40885 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931056.000000 Penalty: 144037.250000
Iteration 249Q: 43 clusters Score -1.109311e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49710 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 127553 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16176 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 36964 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 45465 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74963 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110768 members 
Mstep: Class 27 contains 302748 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33881 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12460 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40889 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 144037.250000
Iteration 250Q: 43 clusters Score -1.10931e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49712 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 127514 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14649 members 
Mstep: Class 15 contains 36966 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 45465 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74974 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110767 members 
Mstep: Class 27 contains 302767 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33884 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12464 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33344 members 
Mstep: Class 41 contains 40892 members 
Mstep: Class 42 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931096.000000 Penalty: 144037.250000
Iteration 251Q: 43 clusters Score -1.109311e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49718 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 127474 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 36969 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74978 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110766 members 
Mstep: Class 27 contains 302786 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33885 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12468 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33344 members 
Mstep: Class 41 contains 40895 members 
Mstep: Class 42 contains 4737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931056.000000 Penalty: 144037.250000
Iteration 252Q: 43 clusters Score -1.109311e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49719 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 127440 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74984 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110765 members 
Mstep: Class 27 contains 302809 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33885 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12468 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33344 members 
Mstep: Class 41 contains 40898 members 
Mstep: Class 42 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931056.000000 Penalty: 144037.250000
Iteration 253Q: 43 clusters Score -1.109311e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49725 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 127404 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 36971 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 74996 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110764 members 
Mstep: Class 27 contains 302822 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33885 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12468 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33343 members 
Mstep: Class 41 contains 40902 members 
Mstep: Class 42 contains 4743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 144037.250000
Iteration 254Q: 43 clusters Score -1.10931e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 127370 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75004 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110762 members 
Mstep: Class 27 contains 302829 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33885 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12468 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33343 members 
Mstep: Class 41 contains 40909 members 
Mstep: Class 42 contains 4747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931072.000000 Penalty: 144037.250000
Iteration 255Q: 43 clusters Score -1.109311e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49735 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127332 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75008 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110762 members 
Mstep: Class 27 contains 302845 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33886 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12470 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33342 members 
Mstep: Class 41 contains 40911 members 
Mstep: Class 42 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931088.000000 Penalty: 144037.250000
Iteration 256Q: 43 clusters Score -1.109311e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49740 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 127295 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45468 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75014 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110761 members 
Mstep: Class 27 contains 302854 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33888 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12473 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33342 members 
Mstep: Class 41 contains 40911 members 
Mstep: Class 42 contains 4764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 144037.250000
Iteration 257Q: 43 clusters Score -1.10931e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49743 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 127264 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 36969 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75016 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110761 members 
Mstep: Class 27 contains 302861 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33889 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12473 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33342 members 
Mstep: Class 41 contains 40912 members 
Mstep: Class 42 contains 4777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931064.000000 Penalty: 144037.250000
Iteration 258Q: 43 clusters Score -1.109311e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49747 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 127239 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 36974 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 45469 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75019 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110761 members 
Mstep: Class 27 contains 302867 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33890 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12472 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33342 members 
Mstep: Class 41 contains 40912 members 
Mstep: Class 42 contains 4786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931080.000000 Penalty: 144037.250000
Iteration 259Q: 43 clusters Score -1.109311e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49747 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 127215 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 36976 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75023 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110761 members 
Mstep: Class 27 contains 302884 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33891 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12471 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33341 members 
Mstep: Class 41 contains 40912 members 
Mstep: Class 42 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931040.000000 Penalty: 144037.250000
Iteration 260F: 43 clusters Score -1.10931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49745 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127197 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 36978 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 45468 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75030 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110761 members 
Mstep: Class 27 contains 302894 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33892 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12471 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33341 members 
Mstep: Class 41 contains 40913 members 
Mstep: Class 42 contains 4795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930960.000000 Penalty: 144037.250000
Iteration 261Q: 43 clusters Score -1.10931e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49745 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 127178 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 36977 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 45467 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75036 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110760 members 
Mstep: Class 27 contains 302906 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33894 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12471 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33338 members 
Mstep: Class 41 contains 40915 members 
Mstep: Class 42 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931096.000000 Penalty: 144037.250000
Iteration 262Q: 43 clusters Score -1.109311e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49750 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 127160 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 36976 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75041 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302911 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33894 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12470 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33338 members 
Mstep: Class 41 contains 40916 members 
Mstep: Class 42 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 144037.250000
Iteration 263Q: 43 clusters Score -1.10931e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49754 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 127139 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 36974 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 45464 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75053 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302915 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33893 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12472 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40920 members 
Mstep: Class 42 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 144037.250000
Iteration 264Q: 43 clusters Score -1.10931e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49761 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 127115 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14638 members 
Mstep: Class 15 contains 36974 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75055 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302925 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33894 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12476 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40921 members 
Mstep: Class 42 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931040.000000 Penalty: 144037.250000
Iteration 265Q: 43 clusters Score -1.10931e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49760 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 127088 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14636 members 
Mstep: Class 15 contains 36973 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75063 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302942 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33895 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12478 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40922 members 
Mstep: Class 42 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931088.000000 Penalty: 144037.250000
Iteration 266Q: 43 clusters Score -1.109311e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49764 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 127060 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 36974 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75074 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302952 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33895 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12481 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33336 members 
Mstep: Class 41 contains 40921 members 
Mstep: Class 42 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931032.000000 Penalty: 144037.250000
Iteration 267Q: 43 clusters Score -1.10931e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49771 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 127018 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 36976 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 45465 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75083 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302971 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33896 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12483 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33335 members 
Mstep: Class 41 contains 40920 members 
Mstep: Class 42 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 144037.250000
Iteration 268Q: 43 clusters Score -1.10931e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49773 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 126984 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14637 members 
Mstep: Class 15 contains 36980 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 45464 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75086 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 302990 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12486 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33335 members 
Mstep: Class 41 contains 40919 members 
Mstep: Class 42 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 144037.250000
Iteration 269Q: 43 clusters Score -1.10931e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49775 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126952 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14636 members 
Mstep: Class 15 contains 36982 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 45465 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75094 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 303002 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12487 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33334 members 
Mstep: Class 41 contains 40923 members 
Mstep: Class 42 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931040.000000 Penalty: 144037.250000
Iteration 270Q: 43 clusters Score -1.10931e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49776 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126927 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14634 members 
Mstep: Class 15 contains 36979 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75100 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 303026 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12487 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33335 members 
Mstep: Class 41 contains 40924 members 
Mstep: Class 42 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 144037.250000
Iteration 271Q: 43 clusters Score -1.10931e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49780 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126897 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36981 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 45461 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75104 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110759 members 
Mstep: Class 27 contains 303045 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12486 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40927 members 
Mstep: Class 42 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931032.000000 Penalty: 144037.250000
Iteration 272Q: 43 clusters Score -1.10931e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49783 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16917 members 
Mstep: Class 9 contains 126864 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36981 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75113 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110758 members 
Mstep: Class 27 contains 303061 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12489 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40930 members 
Mstep: Class 42 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 144037.250000
Iteration 273Q: 43 clusters Score -1.10931e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49784 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 126841 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 15 contains 36981 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75117 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110757 members 
Mstep: Class 27 contains 303081 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12489 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33335 members 
Mstep: Class 41 contains 40934 members 
Mstep: Class 42 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930976.000000 Penalty: 144037.250000
Iteration 274Q: 43 clusters Score -1.10931e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49785 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 126814 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36983 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75121 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110756 members 
Mstep: Class 27 contains 303096 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5642 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12490 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33334 members 
Mstep: Class 41 contains 40938 members 
Mstep: Class 42 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 144037.250000
Iteration 275Q: 43 clusters Score -1.10931e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49789 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 126785 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36982 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75126 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110755 members 
Mstep: Class 27 contains 303118 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12490 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33335 members 
Mstep: Class 41 contains 40936 members 
Mstep: Class 42 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930952.000000 Penalty: 144037.250000
Iteration 276Q: 43 clusters Score -1.10931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49790 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 126754 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14634 members 
Mstep: Class 15 contains 36979 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75130 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110753 members 
Mstep: Class 27 contains 303145 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12490 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33336 members 
Mstep: Class 41 contains 40938 members 
Mstep: Class 42 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930920.000000 Penalty: 144037.250000
Iteration 277Q: 43 clusters Score -1.109309e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49787 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 126726 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14633 members 
Mstep: Class 15 contains 36979 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75135 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110753 members 
Mstep: Class 27 contains 303170 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12491 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33336 members 
Mstep: Class 41 contains 40938 members 
Mstep: Class 42 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930920.000000 Penalty: 144037.250000
Iteration 278Q: 43 clusters Score -1.109309e+08 nChanged 55
Entering ConstructFrom: 
Score: -110930920.000000 Penalty: 144037.250000
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -49000.371094 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -49000.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47500.804688 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -47500.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48303.738281 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -48303.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48673.171875 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -48673.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48889.687500 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -48889.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49183.953125 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -49183.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49421.902344 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -49421.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49584.304688 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -49584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49703.871094 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -49703.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49861.433594 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -49861.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49924.140625 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -49924.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49946.125000 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -49946.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50037.242188 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -50037.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50085.640625 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -50085.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50098.156250 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -50098.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50103.027344 Penalty: 3167.056396
	Iteration 14F: 3 clusters Score -50103.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50139.566406 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -50139.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50152.292969 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -50152.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50152.292969 Penalty: 3167.056396
	Iteration 17F: 3 clusters Score -50152.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49786 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126691 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36978 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45461 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75142 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110753 members 
Mstep: Class 27 contains 303196 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12492 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40940 members 
Mstep: Class 42 contains 4818 members 
Mstep: Class 43 contains 107 members 
Entering Unmasked Estep 
Score: -110930416.000000 Penalty: 147466.703125
Splitting cluster 1 changes total score from -110930920.000000 to -110930416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66497.437500 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66497.44 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66925.000000 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67186.789062 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67186.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67360.687500 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67360.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67482.421875 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -67482.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67619.710938 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -67619.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67703.796875 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -67703.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67752.507812 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -67752.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67778.867188 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -67778.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67791.859375 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -67791.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67794.906250 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -67794.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67797.335938 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -67797.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67798.328125 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -67798.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67801.656250 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -67801.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67803.656250 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -67803.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67809.117188 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -67809.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67810.679688 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -67810.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67816.046875 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -67816.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67819.164062 Penalty: 3276.227783
	Iteration 18Q: 3 clusters Score -67819.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67820.085938 Penalty: 3276.227783
	Iteration 19Q: 3 clusters Score -67820.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67820.085938 Penalty: 3276.227783
	Iteration 20F: 3 clusters Score -67820.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -492222.625000 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -492222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -488056.250000 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -488056.2 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -489020.656250 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -489020.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -489214.437500 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -489214.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -489341.625000 Penalty: 4167.283691
	Iteration 3Q: 3 clusters Score -489341.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -489435.187500 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -489435.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -489528.093750 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -489528.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -489605.000000 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -489605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -489696.187500 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -489696.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -489797.593750 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -489797.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -489893.312500 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -489893.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -489981.906250 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -489981.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -490071.687500 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -490071.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -490145.218750 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -490145.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -490204.000000 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -490204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -490257.875000 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -490257.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -490293.093750 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -490293.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -490321.343750 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -490321.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -490344.906250 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -490344.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -490371.562500 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -490371.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -490400.125000 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -490400.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -490415.968750 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -490416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -490430.812500 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -490430.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -490445.843750 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -490445.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -490457.187500 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -490457.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -490465.968750 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -490466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -490474.187500 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -490474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -490481.218750 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -490481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -490486.468750 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -490486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -490490.968750 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -490491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -490497.343750 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -490497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490501.375000 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -490501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -490504.281250 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -490504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -490505.875000 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -490505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -490507.343750 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -490507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -490508.468750 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -490508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -490509.156250 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -490509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -490510.906250 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -490510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -490513.437500 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -490513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -490513.437500 Penalty: 4167.283691
	Iteration 38F: 3 clusters Score -490513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Entering Unmasked Estep 
Score: -5510288.500000 Penalty: 2682.241211
	Iteration 0F: 2 clusters Score -5510288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5476712.500000 Penalty: 5364.482422
	Iteration 0F: 3 clusters Score -5476712 nChanged 22980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -5489557.000000 Penalty: 5364.482422
	Iteration 1F: 3 clusters Score -5489557 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -5490042.000000 Penalty: 5364.482422
	Iteration 2Q: 3 clusters Score -5490042 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -5490520.000000 Penalty: 5364.482422
	Iteration 3Q: 3 clusters Score -5490520 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5491025.500000 Penalty: 5364.482422
	Iteration 4Q: 3 clusters Score -5491026 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5491616.000000 Penalty: 5364.482422
	Iteration 5Q: 3 clusters Score -5491616 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5492300.500000 Penalty: 5364.482422
	Iteration 6Q: 3 clusters Score -5492300 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5493180.500000 Penalty: 5364.482422
	Iteration 7Q: 3 clusters Score -5493180 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5494318.000000 Penalty: 5364.482422
	Iteration 8Q: 3 clusters Score -5494318 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5495796.500000 Penalty: 5364.482422
	Iteration 9Q: 3 clusters Score -5495796 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -5497500.500000 Penalty: 5364.482422
	Iteration 10F: 3 clusters Score -5497500 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5499236.500000 Penalty: 5364.482422
	Iteration 11F: 3 clusters Score -5499236 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5500771.500000 Penalty: 5364.482422
	Iteration 12Q: 3 clusters Score -5500772 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -5501943.000000 Penalty: 5364.482422
	Iteration 13Q: 3 clusters Score -5501943 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -5502853.500000 Penalty: 5364.482422
	Iteration 14Q: 3 clusters Score -5502854 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -5503603.000000 Penalty: 5364.482422
	Iteration 15Q: 3 clusters Score -5503603 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5504296.500000 Penalty: 5364.482422
	Iteration 16Q: 3 clusters Score -5504296 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5504929.500000 Penalty: 5364.482422
	Iteration 17Q: 3 clusters Score -5504930 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5505466.500000 Penalty: 5364.482422
	Iteration 18Q: 3 clusters Score -5505466 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5505942.000000 Penalty: 5364.482422
	Iteration 19Q: 3 clusters Score -5505942 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5506349.000000 Penalty: 5364.482422
	Iteration 20F: 3 clusters Score -5506349 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5506662.000000 Penalty: 5364.482422
	Iteration 21Q: 3 clusters Score -5506662 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5506958.500000 Penalty: 5364.482422
	Iteration 22Q: 3 clusters Score -5506958 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5507163.500000 Penalty: 5364.482422
	Iteration 23Q: 3 clusters Score -5507164 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5507346.000000 Penalty: 5364.482422
	Iteration 24Q: 3 clusters Score -5507346 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5507473.500000 Penalty: 5364.482422
	Iteration 25Q: 3 clusters Score -5507474 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5507600.000000 Penalty: 5364.482422
	Iteration 26Q: 3 clusters Score -5507600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5507674.000000 Penalty: 5364.482422
	Iteration 27Q: 3 clusters Score -5507674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5507730.000000 Penalty: 5364.482422
	Iteration 28Q: 3 clusters Score -5507730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5507789.000000 Penalty: 5364.482422
	Iteration 29Q: 3 clusters Score -5507789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5507796.500000 Penalty: 5364.482422
	Iteration 30Q: 3 clusters Score -5507796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5507848.000000 Penalty: 5364.482422
	Iteration 31Q: 3 clusters Score -5507848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5507875.500000 Penalty: 5364.482422
	Iteration 32Q: 3 clusters Score -5507876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5507886.000000 Penalty: 5364.482422
	Iteration 33Q: 3 clusters Score -5507886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5507906.000000 Penalty: 5364.482422
	Iteration 34Q: 3 clusters Score -5507906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5507926.000000 Penalty: 5364.482422
	Iteration 35Q: 3 clusters Score -5507926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5507941.500000 Penalty: 5364.482422
	Iteration 36Q: 3 clusters Score -5507942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5507942.500000 Penalty: 5364.482422
	Iteration 37Q: 3 clusters Score -5507942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5507954.000000 Penalty: 5364.482422
	Iteration 38Q: 3 clusters Score -5507954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5507960.500000 Penalty: 5364.482422
	Iteration 39Q: 3 clusters Score -5507960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5507966.000000 Penalty: 5364.482422
	Iteration 40F: 3 clusters Score -5507966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5507970.000000 Penalty: 5364.482422
	Iteration 41Q: 3 clusters Score -5507970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5507976.000000 Penalty: 5364.482422
	Iteration 42Q: 3 clusters Score -5507976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5507985.500000 Penalty: 5364.482422
	Iteration 43Q: 3 clusters Score -5507986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5507995.500000 Penalty: 5364.482422
	Iteration 44Q: 3 clusters Score -5507996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5507991.000000 Penalty: 5364.482422
	Iteration 45Q: 3 clusters Score -5507991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5507998.000000 Penalty: 5364.482422
	Iteration 46Q: 3 clusters Score -5507998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5508001.000000 Penalty: 5364.482422
	Iteration 47Q: 3 clusters Score -5508001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5508004.500000 Penalty: 5364.482422
	Iteration 48Q: 3 clusters Score -5508004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5508011.000000 Penalty: 5364.482422
	Iteration 49Q: 3 clusters Score -5508011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5508013.500000 Penalty: 5364.482422
	Iteration 50Q: 3 clusters Score -5508014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5508010.000000 Penalty: 5364.482422
	Iteration 51Q: 3 clusters Score -5508010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5508022.500000 Penalty: 5364.482422
	Iteration 52Q: 3 clusters Score -5508022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5508028.500000 Penalty: 5364.482422
	Iteration 53Q: 3 clusters Score -5508028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5508032.000000 Penalty: 5364.482422
	Iteration 54Q: 3 clusters Score -5508032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5508030.000000 Penalty: 5364.482422
	Iteration 55Q: 3 clusters Score -5508030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5508034.500000 Penalty: 5364.482422
	Iteration 56Q: 3 clusters Score -5508034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5508033.000000 Penalty: 5364.482422
	Iteration 57Q: 3 clusters Score -5508033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5508028.500000 Penalty: 5364.482422
	Iteration 58Q: 3 clusters Score -5508028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5508031.500000 Penalty: 5364.482422
	Iteration 59Q: 3 clusters Score -5508032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5508034.500000 Penalty: 5364.482422
	Iteration 60F: 3 clusters Score -5508034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5508037.500000 Penalty: 5364.482422
	Iteration 61Q: 3 clusters Score -5508038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5508033.500000 Penalty: 5364.482422
	Iteration 62Q: 3 clusters Score -5508034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5508030.500000 Penalty: 5364.482422
	Iteration 63Q: 3 clusters Score -5508030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5508028.000000 Penalty: 5364.482422
	Iteration 64Q: 3 clusters Score -5508028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5508036.500000 Penalty: 5364.482422
	Iteration 65Q: 3 clusters Score -5508036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5508037.000000 Penalty: 5364.482422
	Iteration 66Q: 3 clusters Score -5508037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5508034.000000 Penalty: 5364.482422
	Iteration 67Q: 3 clusters Score -5508034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5508034.500000 Penalty: 5364.482422
	Iteration 68Q: 3 clusters Score -5508034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5508039.500000 Penalty: 5364.482422
	Iteration 69Q: 3 clusters Score -5508040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5508046.000000 Penalty: 5364.482422
	Iteration 70Q: 3 clusters Score -5508046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5508043.000000 Penalty: 5364.482422
	Iteration 71Q: 3 clusters Score -5508043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5508049.500000 Penalty: 5364.482422
	Iteration 72Q: 3 clusters Score -5508050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5508047.500000 Penalty: 5364.482422
	Iteration 73Q: 3 clusters Score -5508048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5508048.000000 Penalty: 5364.482422
	Iteration 74Q: 3 clusters Score -5508048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5508050.500000 Penalty: 5364.482422
	Iteration 75Q: 3 clusters Score -5508050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5508057.000000 Penalty: 5364.482422
	Iteration 76Q: 3 clusters Score -5508057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5508069.500000 Penalty: 5364.482422
	Iteration 77Q: 3 clusters Score -5508070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5508062.000000 Penalty: 5364.482422
	Iteration 78Q: 3 clusters Score -5508062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5508067.000000 Penalty: 5364.482422
	Iteration 79Q: 3 clusters Score -5508067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5508067.000000 Penalty: 5364.482422
	Iteration 80F: 3 clusters Score -5508067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -331344.656250 Penalty: 1980.568970
	Iteration 0F: 2 clusters Score -331344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -328129.468750 Penalty: 3961.137939
	Iteration 0F: 3 clusters Score -328129.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -328722.250000 Penalty: 3961.137939
	Iteration 1F: 3 clusters Score -328722.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -328861.312500 Penalty: 3961.137939
	Iteration 2F: 3 clusters Score -328861.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -328936.375000 Penalty: 3961.137939
	Iteration 3Q: 3 clusters Score -328936.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -328989.218750 Penalty: 3961.137939
	Iteration 4Q: 3 clusters Score -328989.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329033.468750 Penalty: 3961.137939
	Iteration 5Q: 3 clusters Score -329033.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -329073.687500 Penalty: 3961.137939
	Iteration 6Q: 3 clusters Score -329073.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -329104.625000 Penalty: 3961.137939
	Iteration 7Q: 3 clusters Score -329104.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -329128.625000 Penalty: 3961.137939
	Iteration 8Q: 3 clusters Score -329128.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -329146.843750 Penalty: 3961.137939
	Iteration 9Q: 3 clusters Score -329146.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -329160.531250 Penalty: 3961.137939
	Iteration 10Q: 3 clusters Score -329160.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -329169.937500 Penalty: 3961.137939
	Iteration 11Q: 3 clusters Score -329169.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -329177.218750 Penalty: 3961.137939
	Iteration 12Q: 3 clusters Score -329177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -329185.937500 Penalty: 3961.137939
	Iteration 13Q: 3 clusters Score -329185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -329195.437500 Penalty: 3961.137939
	Iteration 14Q: 3 clusters Score -329195.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -329203.406250 Penalty: 3961.137939
	Iteration 15Q: 3 clusters Score -329203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -329211.687500 Penalty: 3961.137939
	Iteration 16Q: 3 clusters Score -329211.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -329220.593750 Penalty: 3961.137939
	Iteration 17Q: 3 clusters Score -329220.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -329230.656250 Penalty: 3961.137939
	Iteration 18Q: 3 clusters Score -329230.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -329238.781250 Penalty: 3961.137939
	Iteration 19Q: 3 clusters Score -329238.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -329247.750000 Penalty: 3961.137939
	Iteration 20F: 3 clusters Score -329247.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -329255.031250 Penalty: 3961.137939
	Iteration 21Q: 3 clusters Score -329255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -329263.437500 Penalty: 3961.137939
	Iteration 22Q: 3 clusters Score -329263.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -329273.375000 Penalty: 3961.137939
	Iteration 23Q: 3 clusters Score -329273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -329282.187500 Penalty: 3961.137939
	Iteration 24Q: 3 clusters Score -329282.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -329288.906250 Penalty: 3961.137939
	Iteration 25Q: 3 clusters Score -329288.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -329296.406250 Penalty: 3961.137939
	Iteration 26Q: 3 clusters Score -329296.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -329302.875000 Penalty: 3961.137939
	Iteration 27Q: 3 clusters Score -329302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -329308.531250 Penalty: 3961.137939
	Iteration 28Q: 3 clusters Score -329308.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -329317.781250 Penalty: 3961.137939
	Iteration 29Q: 3 clusters Score -329317.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -329329.406250 Penalty: 3961.137939
	Iteration 30Q: 3 clusters Score -329329.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -329340.750000 Penalty: 3961.137939
	Iteration 31Q: 3 clusters Score -329340.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -329351.875000 Penalty: 3961.137939
	Iteration 32Q: 3 clusters Score -329351.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -329362.343750 Penalty: 3961.137939
	Iteration 33Q: 3 clusters Score -329362.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -329370.875000 Penalty: 3961.137939
	Iteration 34Q: 3 clusters Score -329370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -329378.906250 Penalty: 3961.137939
	Iteration 35Q: 3 clusters Score -329378.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -329385.375000 Penalty: 3961.137939
	Iteration 36Q: 3 clusters Score -329385.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -329397.937500 Penalty: 3961.137939
	Iteration 37Q: 3 clusters Score -329397.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -329415.562500 Penalty: 3961.137939
	Iteration 38Q: 3 clusters Score -329415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -329424.937500 Penalty: 3961.137939
	Iteration 39Q: 3 clusters Score -329424.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -329430.250000 Penalty: 3961.137939
	Iteration 40F: 3 clusters Score -329430.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -329435.562500 Penalty: 3961.137939
	Iteration 41Q: 3 clusters Score -329435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -329438.375000 Penalty: 3961.137939
	Iteration 42Q: 3 clusters Score -329438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -329440.531250 Penalty: 3961.137939
	Iteration 43Q: 3 clusters Score -329440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -329443.312500 Penalty: 3961.137939
	Iteration 44Q: 3 clusters Score -329443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -329444.656250 Penalty: 3961.137939
	Iteration 45Q: 3 clusters Score -329444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -329445.218750 Penalty: 3961.137939
	Iteration 46Q: 3 clusters Score -329445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -329446.000000 Penalty: 3961.137939
	Iteration 47Q: 3 clusters Score -329446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -329447.531250 Penalty: 3961.137939
	Iteration 48Q: 3 clusters Score -329447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -329450.812500 Penalty: 3961.137939
	Iteration 49Q: 3 clusters Score -329450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -329456.156250 Penalty: 3961.137939
	Iteration 50Q: 3 clusters Score -329456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -329462.125000 Penalty: 3961.137939
	Iteration 51Q: 3 clusters Score -329462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -329465.625000 Penalty: 3961.137939
	Iteration 52Q: 3 clusters Score -329465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -329469.218750 Penalty: 3961.137939
	Iteration 53Q: 3 clusters Score -329469.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -329476.531250 Penalty: 3961.137939
	Iteration 54Q: 3 clusters Score -329476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -329479.406250 Penalty: 3961.137939
	Iteration 55Q: 3 clusters Score -329479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -329481.500000 Penalty: 3961.137939
	Iteration 56Q: 3 clusters Score -329481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -329482.375000 Penalty: 3961.137939
	Iteration 57Q: 3 clusters Score -329482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -329484.062500 Penalty: 3961.137939
	Iteration 58Q: 3 clusters Score -329484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -329485.937500 Penalty: 3961.137939
	Iteration 59Q: 3 clusters Score -329485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -329487.000000 Penalty: 3961.137939
	Iteration 60F: 3 clusters Score -329487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -329488.406250 Penalty: 3961.137939
	Iteration 61Q: 3 clusters Score -329488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -329489.906250 Penalty: 3961.137939
	Iteration 62Q: 3 clusters Score -329489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -329492.375000 Penalty: 3961.137939
	Iteration 63Q: 3 clusters Score -329492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -329495.000000 Penalty: 3961.137939
	Iteration 64Q: 3 clusters Score -329495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -329497.843750 Penalty: 3961.137939
	Iteration 65Q: 3 clusters Score -329497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -329498.375000 Penalty: 3961.137939
	Iteration 66Q: 3 clusters Score -329498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -329499.625000 Penalty: 3961.137939
	Iteration 67Q: 3 clusters Score -329499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -329499.281250 Penalty: 3961.137939
	Iteration 68Q: 3 clusters Score -329499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -329501.375000 Penalty: 3961.137939
	Iteration 69Q: 3 clusters Score -329501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -329502.562500 Penalty: 3961.137939
	Iteration 70Q: 3 clusters Score -329502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -329505.718750 Penalty: 3961.137939
	Iteration 71Q: 3 clusters Score -329505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -329508.125000 Penalty: 3961.137939
	Iteration 72Q: 3 clusters Score -329508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -329512.625000 Penalty: 3961.137939
	Iteration 73Q: 3 clusters Score -329512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -329514.156250 Penalty: 3961.137939
	Iteration 74Q: 3 clusters Score -329514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -329515.156250 Penalty: 3961.137939
	Iteration 75Q: 3 clusters Score -329515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -329515.656250 Penalty: 3961.137939
	Iteration 76Q: 3 clusters Score -329515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -329515.812500 Penalty: 3961.137939
	Iteration 77Q: 3 clusters Score -329515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -329515.812500 Penalty: 3961.137939
	Iteration 78F: 3 clusters Score -329515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32534.068359 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32534.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32643.869141 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32643.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32673.628906 Penalty: 2946.324951
	Iteration 2Q: 3 clusters Score -32673.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32695.207031 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32695.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32712.011719 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32712.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32722.173828 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -32722.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32737.732422 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -32737.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32741.375000 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -32741.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32742.853516 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -32742.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32742.853516 Penalty: 2946.324951
	Iteration 9F: 3 clusters Score -32742.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -784953.437500 Penalty: 2197.860840
	Iteration 0F: 2 clusters Score -784953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -779093.062500 Penalty: 4395.721680
	Iteration 0F: 3 clusters Score -779093.1 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -780621.250000 Penalty: 4395.721680
	Iteration 1F: 3 clusters Score -780621.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -780885.062500 Penalty: 4395.721680
	Iteration 2F: 3 clusters Score -780885.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -781041.062500 Penalty: 4395.721680
	Iteration 3Q: 3 clusters Score -781041.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -781150.875000 Penalty: 4395.721680
	Iteration 4Q: 3 clusters Score -781150.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -781249.875000 Penalty: 4395.721680
	Iteration 5Q: 3 clusters Score -781249.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -781339.812500 Penalty: 4395.721680
	Iteration 6Q: 3 clusters Score -781339.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -781421.375000 Penalty: 4395.721680
	Iteration 7Q: 3 clusters Score -781421.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -781493.250000 Penalty: 4395.721680
	Iteration 8Q: 3 clusters Score -781493.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -781562.250000 Penalty: 4395.721680
	Iteration 9Q: 3 clusters Score -781562.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -781642.562500 Penalty: 4395.721680
	Iteration 10Q: 3 clusters Score -781642.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -781736.875000 Penalty: 4395.721680
	Iteration 11Q: 3 clusters Score -781736.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -781831.000000 Penalty: 4395.721680
	Iteration 12Q: 3 clusters Score -781831 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -781943.875000 Penalty: 4395.721680
	Iteration 13Q: 3 clusters Score -781943.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -782055.937500 Penalty: 4395.721680
	Iteration 14Q: 3 clusters Score -782055.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -782164.250000 Penalty: 4395.721680
	Iteration 15Q: 3 clusters Score -782164.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -782259.562500 Penalty: 4395.721680
	Iteration 16Q: 3 clusters Score -782259.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -782353.125000 Penalty: 4395.721680
	Iteration 17Q: 3 clusters Score -782353.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -782457.250000 Penalty: 4395.721680
	Iteration 18Q: 3 clusters Score -782457.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -782577.062500 Penalty: 4395.721680
	Iteration 19Q: 3 clusters Score -782577.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -782695.875000 Penalty: 4395.721680
	Iteration 20F: 3 clusters Score -782695.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -782775.312500 Penalty: 4395.721680
	Iteration 21Q: 3 clusters Score -782775.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -782832.625000 Penalty: 4395.721680
	Iteration 22Q: 3 clusters Score -782832.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -782877.187500 Penalty: 4395.721680
	Iteration 23Q: 3 clusters Score -782877.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -782914.625000 Penalty: 4395.721680
	Iteration 24Q: 3 clusters Score -782914.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -782961.000000 Penalty: 4395.721680
	Iteration 25Q: 3 clusters Score -782961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -782995.250000 Penalty: 4395.721680
	Iteration 26Q: 3 clusters Score -782995.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -783017.125000 Penalty: 4395.721680
	Iteration 27Q: 3 clusters Score -783017.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -783039.125000 Penalty: 4395.721680
	Iteration 28Q: 3 clusters Score -783039.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -783059.812500 Penalty: 4395.721680
	Iteration 29Q: 3 clusters Score -783059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -783078.875000 Penalty: 4395.721680
	Iteration 30Q: 3 clusters Score -783078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -783083.187500 Penalty: 4395.721680
	Iteration 31Q: 3 clusters Score -783083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -783084.437500 Penalty: 4395.721680
	Iteration 32Q: 3 clusters Score -783084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -783084.437500 Penalty: 4395.721680
	Iteration 33F: 3 clusters Score -783084.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -1955666.500000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -1955666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1943562.000000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -1943562 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1947473.000000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -1947473 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1947819.750000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -1947820 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1948082.125000 Penalty: 4829.122070
	Iteration 3Q: 3 clusters Score -1948082 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1948279.750000 Penalty: 4829.122070
	Iteration 4Q: 3 clusters Score -1948280 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1948467.875000 Penalty: 4829.122070
	Iteration 5Q: 3 clusters Score -1948468 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1948683.125000 Penalty: 4829.122070
	Iteration 6Q: 3 clusters Score -1948683 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1948902.625000 Penalty: 4829.122070
	Iteration 7Q: 3 clusters Score -1948903 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1949132.000000 Penalty: 4829.122070
	Iteration 8Q: 3 clusters Score -1949132 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1949420.000000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -1949420 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1949741.625000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -1949742 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1950048.625000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -1950049 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1950366.625000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -1950367 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1950652.750000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -1950653 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1950928.875000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -1950929 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1951195.000000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -1951195 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1951415.500000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -1951416 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1951575.500000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -1951576 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1951694.125000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -1951694 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1951787.875000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -1951788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1951866.375000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -1951866 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1951930.875000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -1951931 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1951982.375000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -1951982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1952030.000000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -1952030 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1952085.125000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -1952085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1952121.500000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -1952122 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1952172.125000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -1952172 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1952210.875000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -1952211 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1952257.000000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -1952257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1952286.750000 Penalty: 4829.122070
	Iteration 29Q: 3 clusters Score -1952287 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1952344.375000 Penalty: 4829.122070
	Iteration 30Q: 3 clusters Score -1952344 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1952396.750000 Penalty: 4829.122070
	Iteration 31Q: 3 clusters Score -1952397 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1952446.500000 Penalty: 4829.122070
	Iteration 32Q: 3 clusters Score -1952446 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1952486.000000 Penalty: 4829.122070
	Iteration 33Q: 3 clusters Score -1952486 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1952528.625000 Penalty: 4829.122070
	Iteration 34Q: 3 clusters Score -1952529 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1952581.250000 Penalty: 4829.122070
	Iteration 35Q: 3 clusters Score -1952581 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1952629.875000 Penalty: 4829.122070
	Iteration 36Q: 3 clusters Score -1952630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1952675.125000 Penalty: 4829.122070
	Iteration 37Q: 3 clusters Score -1952675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1952723.250000 Penalty: 4829.122070
	Iteration 38Q: 3 clusters Score -1952723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1952770.500000 Penalty: 4829.122070
	Iteration 39Q: 3 clusters Score -1952770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1952809.750000 Penalty: 4829.122070
	Iteration 40F: 3 clusters Score -1952810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1952860.500000 Penalty: 4829.122070
	Iteration 41Q: 3 clusters Score -1952860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1952908.125000 Penalty: 4829.122070
	Iteration 42Q: 3 clusters Score -1952908 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1952949.750000 Penalty: 4829.122070
	Iteration 43Q: 3 clusters Score -1952950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1952981.500000 Penalty: 4829.122070
	Iteration 44Q: 3 clusters Score -1952982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1953020.750000 Penalty: 4829.122070
	Iteration 45Q: 3 clusters Score -1953021 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1953072.500000 Penalty: 4829.122070
	Iteration 46Q: 3 clusters Score -1953072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1953105.625000 Penalty: 4829.122070
	Iteration 47Q: 3 clusters Score -1953106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1953138.250000 Penalty: 4829.122070
	Iteration 48Q: 3 clusters Score -1953138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1953164.500000 Penalty: 4829.122070
	Iteration 49Q: 3 clusters Score -1953164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1953196.250000 Penalty: 4829.122070
	Iteration 50Q: 3 clusters Score -1953196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1953228.250000 Penalty: 4829.122070
	Iteration 51Q: 3 clusters Score -1953228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1953267.375000 Penalty: 4829.122070
	Iteration 52Q: 3 clusters Score -1953267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1953295.125000 Penalty: 4829.122070
	Iteration 53Q: 3 clusters Score -1953295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1953322.750000 Penalty: 4829.122070
	Iteration 54Q: 3 clusters Score -1953323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1953339.125000 Penalty: 4829.122070
	Iteration 55Q: 3 clusters Score -1953339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1953365.875000 Penalty: 4829.122070
	Iteration 56Q: 3 clusters Score -1953366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1953397.750000 Penalty: 4829.122070
	Iteration 57Q: 3 clusters Score -1953398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1953430.875000 Penalty: 4829.122070
	Iteration 58Q: 3 clusters Score -1953431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1953445.250000 Penalty: 4829.122070
	Iteration 59Q: 3 clusters Score -1953445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1953460.250000 Penalty: 4829.122070
	Iteration 60F: 3 clusters Score -1953460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1953473.250000 Penalty: 4829.122070
	Iteration 61Q: 3 clusters Score -1953473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1953484.625000 Penalty: 4829.122070
	Iteration 62Q: 3 clusters Score -1953485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1953492.500000 Penalty: 4829.122070
	Iteration 63Q: 3 clusters Score -1953492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1953500.375000 Penalty: 4829.122070
	Iteration 64Q: 3 clusters Score -1953500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1953505.875000 Penalty: 4829.122070
	Iteration 65Q: 3 clusters Score -1953506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1953507.500000 Penalty: 4829.122070
	Iteration 66Q: 3 clusters Score -1953508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1953510.750000 Penalty: 4829.122070
	Iteration 67Q: 3 clusters Score -1953511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1953512.000000 Penalty: 4829.122070
	Iteration 68Q: 3 clusters Score -1953512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1953524.250000 Penalty: 4829.122070
	Iteration 69Q: 3 clusters Score -1953524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1953532.375000 Penalty: 4829.122070
	Iteration 70Q: 3 clusters Score -1953532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1953540.250000 Penalty: 4829.122070
	Iteration 71Q: 3 clusters Score -1953540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1953547.125000 Penalty: 4829.122070
	Iteration 72Q: 3 clusters Score -1953547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1953551.625000 Penalty: 4829.122070
	Iteration 73Q: 3 clusters Score -1953552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1953554.000000 Penalty: 4829.122070
	Iteration 74Q: 3 clusters Score -1953554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1953559.375000 Penalty: 4829.122070
	Iteration 75Q: 3 clusters Score -1953559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1953560.125000 Penalty: 4829.122070
	Iteration 76Q: 3 clusters Score -1953560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1953562.250000 Penalty: 4829.122070
	Iteration 77Q: 3 clusters Score -1953562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1953562.250000 Penalty: 4829.122070
	Iteration 78Q: 3 clusters Score -1953562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1953564.875000 Penalty: 4829.122070
	Iteration 79Q: 3 clusters Score -1953565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1953567.125000 Penalty: 4829.122070
	Iteration 80F: 3 clusters Score -1953567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1953567.250000 Penalty: 4829.122070
	Iteration 81Q: 3 clusters Score -1953567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1953567.250000 Penalty: 4829.122070
	Iteration 82F: 3 clusters Score -1953567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126691 members 
Entering Unmasked Estep 
Score: -14360224.000000 Penalty: 2913.877441
	Iteration 0F: 2 clusters Score -1.436022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -14275634.000000 Penalty: 5827.754883
	Iteration 0F: 3 clusters Score -1.427563e+07 nChanged 60124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -14310292.000000 Penalty: 5827.754883
	Iteration 1F: 3 clusters Score -1.431029e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -14311303.000000 Penalty: 5827.754883
	Iteration 2Q: 3 clusters Score -1.43113e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -14312797.000000 Penalty: 5827.754883
	Iteration 3Q: 3 clusters Score -1.43128e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -14315120.000000 Penalty: 5827.754883
	Iteration 4Q: 3 clusters Score -1.431512e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -14318888.000000 Penalty: 5827.754883
	Iteration 5F: 3 clusters Score -1.431889e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -14325054.000000 Penalty: 5827.754883
	Iteration 6F: 3 clusters Score -1.432505e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -14333281.000000 Penalty: 5827.754883
	Iteration 7F: 3 clusters Score -1.433328e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -14341772.000000 Penalty: 5827.754883
	Iteration 8F: 3 clusters Score -1.434177e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -14347868.000000 Penalty: 5827.754883
	Iteration 9F: 3 clusters Score -1.434787e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -14350828.000000 Penalty: 5827.754883
	Iteration 10Q: 3 clusters Score -1.435083e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -14352270.000000 Penalty: 5827.754883
	Iteration 11Q: 3 clusters Score -1.435227e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -14353041.000000 Penalty: 5827.754883
	Iteration 12Q: 3 clusters Score -1.435304e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -14353708.000000 Penalty: 5827.754883
	Iteration 13Q: 3 clusters Score -1.435371e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 109122 members 
Entering Unmasked Estep 
Score: -14354226.000000 Penalty: 5827.754883
	Iteration 14Q: 3 clusters Score -1.435423e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -14354775.000000 Penalty: 5827.754883
	Iteration 15Q: 3 clusters Score -1.435478e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 110703 members 
Entering Unmasked Estep 
Score: -14355061.000000 Penalty: 5827.754883
	Iteration 16Q: 3 clusters Score -1.435506e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -14355317.000000 Penalty: 5827.754883
	Iteration 17Q: 3 clusters Score -1.435532e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 112003 members 
Entering Unmasked Estep 
Score: -14355549.000000 Penalty: 5827.754883
	Iteration 18Q: 3 clusters Score -1.435555e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 112608 members 
Entering Unmasked Estep 
Score: -14355839.000000 Penalty: 5827.754883
	Iteration 19Q: 3 clusters Score -1.435584e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -14356001.000000 Penalty: 5827.754883
	Iteration 20F: 3 clusters Score -1.4356e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -14356181.000000 Penalty: 5827.754883
	Iteration 21Q: 3 clusters Score -1.435618e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -14356352.000000 Penalty: 5827.754883
	Iteration 22Q: 3 clusters Score -1.435635e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -14356448.000000 Penalty: 5827.754883
	Iteration 23Q: 3 clusters Score -1.435645e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -14356495.000000 Penalty: 5827.754883
	Iteration 24Q: 3 clusters Score -1.43565e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -14356546.000000 Penalty: 5827.754883
	Iteration 25Q: 3 clusters Score -1.435655e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 115427 members 
Entering Unmasked Estep 
Score: -14356605.000000 Penalty: 5827.754883
	Iteration 26Q: 3 clusters Score -1.43566e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -14356663.000000 Penalty: 5827.754883
	Iteration 27Q: 3 clusters Score -1.435666e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -14356732.000000 Penalty: 5827.754883
	Iteration 28Q: 3 clusters Score -1.435673e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -14356816.000000 Penalty: 5827.754883
	Iteration 29Q: 3 clusters Score -1.435682e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -14356857.000000 Penalty: 5827.754883
	Iteration 30Q: 3 clusters Score -1.435686e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 116840 members 
Entering Unmasked Estep 
Score: -14356908.000000 Penalty: 5827.754883
	Iteration 31Q: 3 clusters Score -1.435691e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -14356974.000000 Penalty: 5827.754883
	Iteration 32Q: 3 clusters Score -1.435697e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -14357049.000000 Penalty: 5827.754883
	Iteration 33Q: 3 clusters Score -1.435705e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -14357116.000000 Penalty: 5827.754883
	Iteration 34Q: 3 clusters Score -1.435712e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 117854 members 
Entering Unmasked Estep 
Score: -14357120.000000 Penalty: 5827.754883
	Iteration 35Q: 3 clusters Score -1.435712e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -14357166.000000 Penalty: 5827.754883
	Iteration 36Q: 3 clusters Score -1.435717e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -14357186.000000 Penalty: 5827.754883
	Iteration 37Q: 3 clusters Score -1.435719e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -14357239.000000 Penalty: 5827.754883
	Iteration 38Q: 3 clusters Score -1.435724e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -14357268.000000 Penalty: 5827.754883
	Iteration 39Q: 3 clusters Score -1.435727e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -14357291.000000 Penalty: 5827.754883
	Iteration 40F: 3 clusters Score -1.435729e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 119104 members 
Entering Unmasked Estep 
Score: -14357372.000000 Penalty: 5827.754883
	Iteration 41Q: 3 clusters Score -1.435737e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 119307 members 
Entering Unmasked Estep 
Score: -14357391.000000 Penalty: 5827.754883
	Iteration 42Q: 3 clusters Score -1.435739e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -14357435.000000 Penalty: 5827.754883
	Iteration 43Q: 3 clusters Score -1.435744e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -14357460.000000 Penalty: 5827.754883
	Iteration 44Q: 3 clusters Score -1.435746e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -14357484.000000 Penalty: 5827.754883
	Iteration 45Q: 3 clusters Score -1.435748e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -14357537.000000 Penalty: 5827.754883
	Iteration 46Q: 3 clusters Score -1.435754e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -14357557.000000 Penalty: 5827.754883
	Iteration 47Q: 3 clusters Score -1.435756e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -14357581.000000 Penalty: 5827.754883
	Iteration 48Q: 3 clusters Score -1.435758e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -14357603.000000 Penalty: 5827.754883
	Iteration 49Q: 3 clusters Score -1.43576e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -14357609.000000 Penalty: 5827.754883
	Iteration 50Q: 3 clusters Score -1.435761e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -14357597.000000 Penalty: 5827.754883
	Iteration 51Q: 3 clusters Score -1.43576e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 120657 members 
Entering Unmasked Estep 
Score: -14357651.000000 Penalty: 5827.754883
	Iteration 52Q: 3 clusters Score -1.435765e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -14357588.000000 Penalty: 5827.754883
	Iteration 53Q: 3 clusters Score -1.435759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -14357581.000000 Penalty: 5827.754883
	Iteration 54Q: 3 clusters Score -1.435758e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 120878 members 
Entering Unmasked Estep 
Score: -14357607.000000 Penalty: 5827.754883
	Iteration 55Q: 3 clusters Score -1.435761e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 120947 members 
Entering Unmasked Estep 
Score: -14357610.000000 Penalty: 5827.754883
	Iteration 56Q: 3 clusters Score -1.435761e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 121005 members 
Entering Unmasked Estep 
Score: -14357614.000000 Penalty: 5827.754883
	Iteration 57Q: 3 clusters Score -1.435761e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -14357641.000000 Penalty: 5827.754883
	Iteration 58Q: 3 clusters Score -1.435764e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 121135 members 
Entering Unmasked Estep 
Score: -14357642.000000 Penalty: 5827.754883
	Iteration 59Q: 3 clusters Score -1.435764e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -14357664.000000 Penalty: 5827.754883
	Iteration 60F: 3 clusters Score -1.435766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 121263 members 
Entering Unmasked Estep 
Score: -14357648.000000 Penalty: 5827.754883
	Iteration 61Q: 3 clusters Score -1.435765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 121322 members 
Entering Unmasked Estep 
Score: -14357652.000000 Penalty: 5827.754883
	Iteration 62Q: 3 clusters Score -1.435765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 121385 members 
Entering Unmasked Estep 
Score: -14357687.000000 Penalty: 5827.754883
	Iteration 63Q: 3 clusters Score -1.435769e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -14357691.000000 Penalty: 5827.754883
	Iteration 64Q: 3 clusters Score -1.435769e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -14357686.000000 Penalty: 5827.754883
	Iteration 65Q: 3 clusters Score -1.435769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 121554 members 
Entering Unmasked Estep 
Score: -14357693.000000 Penalty: 5827.754883
	Iteration 66Q: 3 clusters Score -1.435769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 121603 members 
Entering Unmasked Estep 
Score: -14357696.000000 Penalty: 5827.754883
	Iteration 67Q: 3 clusters Score -1.43577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 121649 members 
Entering Unmasked Estep 
Score: -14357687.000000 Penalty: 5827.754883
	Iteration 68Q: 3 clusters Score -1.435769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 121682 members 
Entering Unmasked Estep 
Score: -14357691.000000 Penalty: 5827.754883
	Iteration 69Q: 3 clusters Score -1.435769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 121715 members 
Entering Unmasked Estep 
Score: -14357680.000000 Penalty: 5827.754883
	Iteration 70Q: 3 clusters Score -1.435768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -14357666.000000 Penalty: 5827.754883
	Iteration 71Q: 3 clusters Score -1.435767e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 121779 members 
Entering Unmasked Estep 
Score: -14357690.000000 Penalty: 5827.754883
	Iteration 72Q: 3 clusters Score -1.435769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 121809 members 
Entering Unmasked Estep 
Score: -14357676.000000 Penalty: 5827.754883
	Iteration 73Q: 3 clusters Score -1.435768e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 121840 members 
Entering Unmasked Estep 
Score: -14357693.000000 Penalty: 5827.754883
	Iteration 74Q: 3 clusters Score -1.435769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 121867 members 
Entering Unmasked Estep 
Score: -14357715.000000 Penalty: 5827.754883
	Iteration 75Q: 3 clusters Score -1.435772e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -14357713.000000 Penalty: 5827.754883
	Iteration 76Q: 3 clusters Score -1.435771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 121926 members 
Entering Unmasked Estep 
Score: -14357715.000000 Penalty: 5827.754883
	Iteration 77Q: 3 clusters Score -1.435772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -14357710.000000 Penalty: 5827.754883
	Iteration 78Q: 3 clusters Score -1.435771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 121968 members 
Entering Unmasked Estep 
Score: -14357717.000000 Penalty: 5827.754883
	Iteration 79Q: 3 clusters Score -1.435772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 121986 members 
Entering Unmasked Estep 
Score: -14357732.000000 Penalty: 5827.754883
	Iteration 80F: 3 clusters Score -1.435773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -14357718.000000 Penalty: 5827.754883
	Iteration 81Q: 3 clusters Score -1.435772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 122013 members 
Entering Unmasked Estep 
Score: -14357722.000000 Penalty: 5827.754883
	Iteration 82Q: 3 clusters Score -1.435772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -14357715.000000 Penalty: 5827.754883
	Iteration 83Q: 3 clusters Score -1.435772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
Score: -14357718.000000 Penalty: 5827.754883
	Iteration 84Q: 3 clusters Score -1.435772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -14357719.000000 Penalty: 5827.754883
	Iteration 85Q: 3 clusters Score -1.435772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 122049 members 
Entering Unmasked Estep 
Score: -14357722.000000 Penalty: 5827.754883
	Iteration 86Q: 3 clusters Score -1.435772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -14357716.000000 Penalty: 5827.754883
	Iteration 87Q: 3 clusters Score -1.435772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -14357726.000000 Penalty: 5827.754883
	Iteration 88Q: 3 clusters Score -1.435773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -14357730.000000 Penalty: 5827.754883
	Iteration 89Q: 3 clusters Score -1.435773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -14357739.000000 Penalty: 5827.754883
	Iteration 90Q: 3 clusters Score -1.435774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -14357740.000000 Penalty: 5827.754883
	Iteration 91Q: 3 clusters Score -1.435774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -14357728.000000 Penalty: 5827.754883
	Iteration 92Q: 3 clusters Score -1.435773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -14357729.000000 Penalty: 5827.754883
	Iteration 93Q: 3 clusters Score -1.435773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 122192 members 
Entering Unmasked Estep 
Score: -14357749.000000 Penalty: 5827.754883
	Iteration 94Q: 3 clusters Score -1.435775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -14357744.000000 Penalty: 5827.754883
	Iteration 95Q: 3 clusters Score -1.435774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 122243 members 
Entering Unmasked Estep 
Score: -14357763.000000 Penalty: 5827.754883
	Iteration 96Q: 3 clusters Score -1.435776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 122263 members 
Entering Unmasked Estep 
Score: -14357762.000000 Penalty: 5827.754883
	Iteration 97Q: 3 clusters Score -1.435776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 122283 members 
Entering Unmasked Estep 
Score: -14357753.000000 Penalty: 5827.754883
	Iteration 98Q: 3 clusters Score -1.435775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -14357766.000000 Penalty: 5827.754883
	Iteration 99Q: 3 clusters Score -1.435777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -14357760.000000 Penalty: 5827.754883
	Iteration 100F: 3 clusters Score -1.435776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 122373 members 
Entering Unmasked Estep 
Score: -14357771.000000 Penalty: 5827.754883
	Iteration 101Q: 3 clusters Score -1.435777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -14357780.000000 Penalty: 5827.754883
	Iteration 102Q: 3 clusters Score -1.435778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -14357766.000000 Penalty: 5827.754883
	Iteration 103Q: 3 clusters Score -1.435777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -14357766.000000 Penalty: 5827.754883
	Iteration 104Q: 3 clusters Score -1.435777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
Score: -14357774.000000 Penalty: 5827.754883
	Iteration 105Q: 3 clusters Score -1.435777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 122490 members 
Entering Unmasked Estep 
Score: -14357777.000000 Penalty: 5827.754883
	Iteration 106Q: 3 clusters Score -1.435778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 122506 members 
Entering Unmasked Estep 
Score: -14357773.000000 Penalty: 5827.754883
	Iteration 107Q: 3 clusters Score -1.435777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 122536 members 
Entering Unmasked Estep 
Score: -14357790.000000 Penalty: 5827.754883
	Iteration 108Q: 3 clusters Score -1.435779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -14357789.000000 Penalty: 5827.754883
	Iteration 109Q: 3 clusters Score -1.435779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
Score: -14357764.000000 Penalty: 5827.754883
	Iteration 110Q: 3 clusters Score -1.435776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 122591 members 
Entering Unmasked Estep 
Score: -14357754.000000 Penalty: 5827.754883
	Iteration 111Q: 3 clusters Score -1.435775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -14357746.000000 Penalty: 5827.754883
	Iteration 112Q: 3 clusters Score -1.435775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -14357751.000000 Penalty: 5827.754883
	Iteration 113Q: 3 clusters Score -1.435775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 122627 members 
Entering Unmasked Estep 
Score: -14357756.000000 Penalty: 5827.754883
	Iteration 114Q: 3 clusters Score -1.435776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -14357752.000000 Penalty: 5827.754883
	Iteration 115Q: 3 clusters Score -1.435775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 122638 members 
Entering Unmasked Estep 
Score: -14357752.000000 Penalty: 5827.754883
	Iteration 116Q: 3 clusters Score -1.435775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 122642 members 
Entering Unmasked Estep 
Score: -14357772.000000 Penalty: 5827.754883
	Iteration 117Q: 3 clusters Score -1.435777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 122646 members 
Entering Unmasked Estep 
Score: -14357763.000000 Penalty: 5827.754883
	Iteration 118Q: 3 clusters Score -1.435776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -14357761.000000 Penalty: 5827.754883
	Iteration 119Q: 3 clusters Score -1.435776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -14357762.000000 Penalty: 5827.754883
	Iteration 120F: 3 clusters Score -1.435776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -14357762.000000 Penalty: 5827.754883
	Iteration 121Q: 3 clusters Score -1.435776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 122651 members 
Entering Unmasked Estep 
Score: -14357758.000000 Penalty: 5827.754883
	Iteration 122Q: 3 clusters Score -1.435776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -14357762.000000 Penalty: 5827.754883
	Iteration 123Q: 3 clusters Score -1.435776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -14357765.000000 Penalty: 5827.754883
	Iteration 124Q: 3 clusters Score -1.435776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -14357753.000000 Penalty: 5827.754883
	Iteration 125Q: 3 clusters Score -1.435775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 122666 members 
Entering Unmasked Estep 
Score: -14357755.000000 Penalty: 5827.754883
	Iteration 126Q: 3 clusters Score -1.435776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -14357754.000000 Penalty: 5827.754883
	Iteration 127Q: 3 clusters Score -1.435775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -14357741.000000 Penalty: 5827.754883
	Iteration 128Q: 3 clusters Score -1.435774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -14357749.000000 Penalty: 5827.754883
	Iteration 129Q: 3 clusters Score -1.435775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -14357753.000000 Penalty: 5827.754883
	Iteration 130Q: 3 clusters Score -1.435775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -14357759.000000 Penalty: 5827.754883
	Iteration 131Q: 3 clusters Score -1.435776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -14357768.000000 Penalty: 5827.754883
	Iteration 132Q: 3 clusters Score -1.435777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -14357774.000000 Penalty: 5827.754883
	Iteration 133Q: 3 clusters Score -1.435777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 122708 members 
Entering Unmasked Estep 
Score: -14357761.000000 Penalty: 5827.754883
	Iteration 134Q: 3 clusters Score -1.435776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -14357771.000000 Penalty: 5827.754883
	Iteration 135Q: 3 clusters Score -1.435777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -14357770.000000 Penalty: 5827.754883
	Iteration 136Q: 3 clusters Score -1.435777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 122713 members 
Entering Unmasked Estep 
Score: -14357765.000000 Penalty: 5827.754883
	Iteration 137Q: 3 clusters Score -1.435776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 122715 members 
Entering Unmasked Estep 
Score: -14357767.000000 Penalty: 5827.754883
	Iteration 138Q: 3 clusters Score -1.435777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -14357769.000000 Penalty: 5827.754883
	Iteration 139Q: 3 clusters Score -1.435777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -14357769.000000 Penalty: 5827.754883
	Iteration 140F: 3 clusters Score -1.435777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -112963.625000 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -112963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110973.320312 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -110973.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111273.250000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -111273.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111345.648438 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -111345.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111393.007812 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -111393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111414.593750 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -111414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111424.164062 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -111424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111428.664062 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -111428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111433.117188 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -111433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111435.156250 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -111435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111435.390625 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -111435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111435.914062 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -111435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111438.390625 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -111438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111441.960938 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -111442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111441.960938 Penalty: 3478.009277
	Iteration 13F: 3 clusters Score -111442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -314051.093750 Penalty: 1999.013916
	Iteration 0F: 2 clusters Score -314051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -310785.250000 Penalty: 3998.027832
	Iteration 0F: 3 clusters Score -310785.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -311739.437500 Penalty: 3998.027832
	Iteration 1F: 3 clusters Score -311739.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -312097.156250 Penalty: 3998.027832
	Iteration 2F: 3 clusters Score -312097.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -312425.687500 Penalty: 3998.027832
	Iteration 3F: 3 clusters Score -312425.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -312702.718750 Penalty: 3998.027832
	Iteration 4F: 3 clusters Score -312702.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -312868.500000 Penalty: 3998.027832
	Iteration 5F: 3 clusters Score -312868.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -312964.312500 Penalty: 3998.027832
	Iteration 6Q: 3 clusters Score -312964.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -313007.312500 Penalty: 3998.027832
	Iteration 7Q: 3 clusters Score -313007.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313030.343750 Penalty: 3998.027832
	Iteration 8Q: 3 clusters Score -313030.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -313046.125000 Penalty: 3998.027832
	Iteration 9Q: 3 clusters Score -313046.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -313054.218750 Penalty: 3998.027832
	Iteration 10Q: 3 clusters Score -313054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -313061.625000 Penalty: 3998.027832
	Iteration 11Q: 3 clusters Score -313061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -313063.375000 Penalty: 3998.027832
	Iteration 12Q: 3 clusters Score -313063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -313064.062500 Penalty: 3998.027832
	Iteration 13Q: 3 clusters Score -313064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -313064.062500 Penalty: 3998.027832
	Iteration 14F: 3 clusters Score -313064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Entering Unmasked Estep 
Score: -1518223.250000 Penalty: 2361.458008
	Iteration 0F: 2 clusters Score -1518223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1508252.625000 Penalty: 4722.916016
	Iteration 0F: 3 clusters Score -1508253 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1511435.500000 Penalty: 4722.916016
	Iteration 1F: 3 clusters Score -1511436 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1511901.750000 Penalty: 4722.916016
	Iteration 2F: 3 clusters Score -1511902 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1512362.625000 Penalty: 4722.916016
	Iteration 3F: 3 clusters Score -1512363 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1512789.375000 Penalty: 4722.916016
	Iteration 4F: 3 clusters Score -1512789 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1513197.750000 Penalty: 4722.916016
	Iteration 5F: 3 clusters Score -1513198 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1513621.375000 Penalty: 4722.916016
	Iteration 6F: 3 clusters Score -1513621 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1514047.500000 Penalty: 4722.916016
	Iteration 7Q: 3 clusters Score -1514048 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1514478.500000 Penalty: 4722.916016
	Iteration 8Q: 3 clusters Score -1514478 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1514879.000000 Penalty: 4722.916016
	Iteration 9Q: 3 clusters Score -1514879 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1515193.625000 Penalty: 4722.916016
	Iteration 10Q: 3 clusters Score -1515194 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1515409.500000 Penalty: 4722.916016
	Iteration 11Q: 3 clusters Score -1515410 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1515569.375000 Penalty: 4722.916016
	Iteration 12Q: 3 clusters Score -1515569 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1515698.875000 Penalty: 4722.916016
	Iteration 13Q: 3 clusters Score -1515699 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1515783.875000 Penalty: 4722.916016
	Iteration 14Q: 3 clusters Score -1515784 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1515849.875000 Penalty: 4722.916016
	Iteration 15Q: 3 clusters Score -1515850 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1515896.000000 Penalty: 4722.916016
	Iteration 16Q: 3 clusters Score -1515896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1515932.375000 Penalty: 4722.916016
	Iteration 17Q: 3 clusters Score -1515932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1515962.250000 Penalty: 4722.916016
	Iteration 18Q: 3 clusters Score -1515962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1515989.500000 Penalty: 4722.916016
	Iteration 19Q: 3 clusters Score -1515990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1516018.000000 Penalty: 4722.916016
	Iteration 20F: 3 clusters Score -1516018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1516041.375000 Penalty: 4722.916016
	Iteration 21Q: 3 clusters Score -1516041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1516077.375000 Penalty: 4722.916016
	Iteration 22Q: 3 clusters Score -1516077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1516113.625000 Penalty: 4722.916016
	Iteration 23Q: 3 clusters Score -1516114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1516148.875000 Penalty: 4722.916016
	Iteration 24Q: 3 clusters Score -1516149 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1516181.875000 Penalty: 4722.916016
	Iteration 25Q: 3 clusters Score -1516182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1516205.250000 Penalty: 4722.916016
	Iteration 26Q: 3 clusters Score -1516205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1516231.250000 Penalty: 4722.916016
	Iteration 27Q: 3 clusters Score -1516231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1516254.750000 Penalty: 4722.916016
	Iteration 28Q: 3 clusters Score -1516255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1516288.625000 Penalty: 4722.916016
	Iteration 29Q: 3 clusters Score -1516289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1516319.750000 Penalty: 4722.916016
	Iteration 30Q: 3 clusters Score -1516320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1516344.125000 Penalty: 4722.916016
	Iteration 31Q: 3 clusters Score -1516344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1516368.500000 Penalty: 4722.916016
	Iteration 32Q: 3 clusters Score -1516368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1516381.250000 Penalty: 4722.916016
	Iteration 33Q: 3 clusters Score -1516381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1516401.125000 Penalty: 4722.916016
	Iteration 34Q: 3 clusters Score -1516401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1516414.750000 Penalty: 4722.916016
	Iteration 35Q: 3 clusters Score -1516415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1516429.250000 Penalty: 4722.916016
	Iteration 36Q: 3 clusters Score -1516429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1516439.250000 Penalty: 4722.916016
	Iteration 37Q: 3 clusters Score -1516439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1516455.875000 Penalty: 4722.916016
	Iteration 38Q: 3 clusters Score -1516456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1516462.375000 Penalty: 4722.916016
	Iteration 39Q: 3 clusters Score -1516462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1516476.000000 Penalty: 4722.916016
	Iteration 40F: 3 clusters Score -1516476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1516493.250000 Penalty: 4722.916016
	Iteration 41Q: 3 clusters Score -1516493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1516496.625000 Penalty: 4722.916016
	Iteration 42Q: 3 clusters Score -1516497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1516510.375000 Penalty: 4722.916016
	Iteration 43Q: 3 clusters Score -1516510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1516512.875000 Penalty: 4722.916016
	Iteration 44Q: 3 clusters Score -1516513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1516525.375000 Penalty: 4722.916016
	Iteration 45Q: 3 clusters Score -1516525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1516524.750000 Penalty: 4722.916016
	Iteration 46Q: 3 clusters Score -1516525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1516535.125000 Penalty: 4722.916016
	Iteration 47Q: 3 clusters Score -1516535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1516542.750000 Penalty: 4722.916016
	Iteration 48Q: 3 clusters Score -1516543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1516543.250000 Penalty: 4722.916016
	Iteration 49Q: 3 clusters Score -1516543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1516552.750000 Penalty: 4722.916016
	Iteration 50Q: 3 clusters Score -1516553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1516554.000000 Penalty: 4722.916016
	Iteration 51Q: 3 clusters Score -1516554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1516563.375000 Penalty: 4722.916016
	Iteration 52Q: 3 clusters Score -1516563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1516567.250000 Penalty: 4722.916016
	Iteration 53Q: 3 clusters Score -1516567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1516573.375000 Penalty: 4722.916016
	Iteration 54Q: 3 clusters Score -1516573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1516577.000000 Penalty: 4722.916016
	Iteration 55Q: 3 clusters Score -1516577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1516587.875000 Penalty: 4722.916016
	Iteration 56Q: 3 clusters Score -1516588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1516586.625000 Penalty: 4722.916016
	Iteration 57Q: 3 clusters Score -1516587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1516593.750000 Penalty: 4722.916016
	Iteration 58Q: 3 clusters Score -1516594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1516596.875000 Penalty: 4722.916016
	Iteration 59Q: 3 clusters Score -1516597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1516600.500000 Penalty: 4722.916016
	Iteration 60F: 3 clusters Score -1516600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1516606.250000 Penalty: 4722.916016
	Iteration 61Q: 3 clusters Score -1516606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1516605.125000 Penalty: 4722.916016
	Iteration 62Q: 3 clusters Score -1516605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1516606.750000 Penalty: 4722.916016
	Iteration 63Q: 3 clusters Score -1516607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1516611.000000 Penalty: 4722.916016
	Iteration 64Q: 3 clusters Score -1516611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1516616.625000 Penalty: 4722.916016
	Iteration 65Q: 3 clusters Score -1516617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1516623.500000 Penalty: 4722.916016
	Iteration 66Q: 3 clusters Score -1516624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1516629.625000 Penalty: 4722.916016
	Iteration 67Q: 3 clusters Score -1516630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1516629.500000 Penalty: 4722.916016
	Iteration 68Q: 3 clusters Score -1516630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1516629.750000 Penalty: 4722.916016
	Iteration 69Q: 3 clusters Score -1516630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1516631.375000 Penalty: 4722.916016
	Iteration 70Q: 3 clusters Score -1516631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1516632.625000 Penalty: 4722.916016
	Iteration 71Q: 3 clusters Score -1516633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1516637.000000 Penalty: 4722.916016
	Iteration 72Q: 3 clusters Score -1516637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1516639.625000 Penalty: 4722.916016
	Iteration 73Q: 3 clusters Score -1516640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1516645.250000 Penalty: 4722.916016
	Iteration 74Q: 3 clusters Score -1516645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1516646.500000 Penalty: 4722.916016
	Iteration 75Q: 3 clusters Score -1516646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1516652.375000 Penalty: 4722.916016
	Iteration 76Q: 3 clusters Score -1516652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1516654.750000 Penalty: 4722.916016
	Iteration 77Q: 3 clusters Score -1516655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1516657.250000 Penalty: 4722.916016
	Iteration 78Q: 3 clusters Score -1516657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1516666.000000 Penalty: 4722.916016
	Iteration 79Q: 3 clusters Score -1516666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1516666.250000 Penalty: 4722.916016
	Iteration 80F: 3 clusters Score -1516666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1516670.375000 Penalty: 4722.916016
	Iteration 81Q: 3 clusters Score -1516670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1516670.875000 Penalty: 4722.916016
	Iteration 82Q: 3 clusters Score -1516671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1516670.250000 Penalty: 4722.916016
	Iteration 83Q: 3 clusters Score -1516670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1516670.375000 Penalty: 4722.916016
	Iteration 84Q: 3 clusters Score -1516670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1516669.625000 Penalty: 4722.916016
	Iteration 85Q: 3 clusters Score -1516670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1516669.625000 Penalty: 4722.916016
	Iteration 86Q: 3 clusters Score -1516670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1516671.500000 Penalty: 4722.916016
	Iteration 87Q: 3 clusters Score -1516672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1516672.375000 Penalty: 4722.916016
	Iteration 88Q: 3 clusters Score -1516672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1516672.375000 Penalty: 4722.916016
	Iteration 89F: 3 clusters Score -1516672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1784043.125000 Penalty: 2403.407715
	Iteration 0F: 2 clusters Score -1784043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1772424.250000 Penalty: 4806.815430
	Iteration 0F: 3 clusters Score -1772424 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1776464.375000 Penalty: 4806.815430
	Iteration 1F: 3 clusters Score -1776464 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1777112.000000 Penalty: 4806.815430
	Iteration 2F: 3 clusters Score -1777112 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1777776.000000 Penalty: 4806.815430
	Iteration 3F: 3 clusters Score -1777776 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1778368.750000 Penalty: 4806.815430
	Iteration 4F: 3 clusters Score -1778369 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1778907.625000 Penalty: 4806.815430
	Iteration 5F: 3 clusters Score -1778908 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1779512.000000 Penalty: 4806.815430
	Iteration 6F: 3 clusters Score -1779512 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1780207.375000 Penalty: 4806.815430
	Iteration 7F: 3 clusters Score -1780207 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1780904.625000 Penalty: 4806.815430
	Iteration 8Q: 3 clusters Score -1780905 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1781658.750000 Penalty: 4806.815430
	Iteration 9Q: 3 clusters Score -1781659 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1782284.625000 Penalty: 4806.815430
	Iteration 10Q: 3 clusters Score -1782285 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1782748.375000 Penalty: 4806.815430
	Iteration 11Q: 3 clusters Score -1782748 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1783014.625000 Penalty: 4806.815430
	Iteration 12Q: 3 clusters Score -1783015 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1783119.250000 Penalty: 4806.815430
	Iteration 13Q: 3 clusters Score -1783119 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1783163.500000 Penalty: 4806.815430
	Iteration 14Q: 3 clusters Score -1783164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1783179.625000 Penalty: 4806.815430
	Iteration 15Q: 3 clusters Score -1783180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1783193.250000 Penalty: 4806.815430
	Iteration 16Q: 3 clusters Score -1783193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1783204.000000 Penalty: 4806.815430
	Iteration 17Q: 3 clusters Score -1783204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1783209.500000 Penalty: 4806.815430
	Iteration 18Q: 3 clusters Score -1783210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1783211.375000 Penalty: 4806.815430
	Iteration 19Q: 3 clusters Score -1783211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1783214.875000 Penalty: 4806.815430
	Iteration 20F: 3 clusters Score -1783215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1783213.875000 Penalty: 4806.815430
	Iteration 21Q: 3 clusters Score -1783214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1783215.750000 Penalty: 4806.815430
	Iteration 22Q: 3 clusters Score -1783216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1783214.875000 Penalty: 4806.815430
	Iteration 23Q: 3 clusters Score -1783215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1783215.875000 Penalty: 4806.815430
	Iteration 24Q: 3 clusters Score -1783216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1783217.625000 Penalty: 4806.815430
	Iteration 25Q: 3 clusters Score -1783218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1783218.750000 Penalty: 4806.815430
	Iteration 26Q: 3 clusters Score -1783219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1783217.625000 Penalty: 4806.815430
	Iteration 27Q: 3 clusters Score -1783218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1783222.625000 Penalty: 4806.815430
	Iteration 28Q: 3 clusters Score -1783223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1783219.000000 Penalty: 4806.815430
	Iteration 29Q: 3 clusters Score -1783219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1783217.250000 Penalty: 4806.815430
	Iteration 30Q: 3 clusters Score -1783217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1783217.250000 Penalty: 4806.815430
	Iteration 31Q: 3 clusters Score -1783217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1783217.125000 Penalty: 4806.815430
	Iteration 32Q: 3 clusters Score -1783217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1783218.875000 Penalty: 4806.815430
	Iteration 33Q: 3 clusters Score -1783219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1783218.875000 Penalty: 4806.815430
	Iteration 34F: 3 clusters Score -1783219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Entering Unmasked Estep 
Score: -1674986.625000 Penalty: 2378.559570
	Iteration 0F: 2 clusters Score -1674987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1664461.125000 Penalty: 4757.119141
	Iteration 0F: 3 clusters Score -1664461 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1667794.375000 Penalty: 4757.119141
	Iteration 1F: 3 clusters Score -1667794 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1668123.250000 Penalty: 4757.119141
	Iteration 2F: 3 clusters Score -1668123 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1668393.625000 Penalty: 4757.119141
	Iteration 3Q: 3 clusters Score -1668394 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1668625.000000 Penalty: 4757.119141
	Iteration 4Q: 3 clusters Score -1668625 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1668838.500000 Penalty: 4757.119141
	Iteration 5Q: 3 clusters Score -1668838 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1669061.375000 Penalty: 4757.119141
	Iteration 6Q: 3 clusters Score -1669061 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1669314.375000 Penalty: 4757.119141
	Iteration 7Q: 3 clusters Score -1669314 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1669606.000000 Penalty: 4757.119141
	Iteration 8Q: 3 clusters Score -1669606 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1669912.125000 Penalty: 4757.119141
	Iteration 9Q: 3 clusters Score -1669912 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1670238.000000 Penalty: 4757.119141
	Iteration 10Q: 3 clusters Score -1670238 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1670551.500000 Penalty: 4757.119141
	Iteration 11Q: 3 clusters Score -1670552 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1670833.750000 Penalty: 4757.119141
	Iteration 12Q: 3 clusters Score -1670834 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1671034.875000 Penalty: 4757.119141
	Iteration 13Q: 3 clusters Score -1671035 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1671168.125000 Penalty: 4757.119141
	Iteration 14Q: 3 clusters Score -1671168 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1671254.375000 Penalty: 4757.119141
	Iteration 15Q: 3 clusters Score -1671254 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1671321.500000 Penalty: 4757.119141
	Iteration 16Q: 3 clusters Score -1671322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1671370.125000 Penalty: 4757.119141
	Iteration 17Q: 3 clusters Score -1671370 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1671400.000000 Penalty: 4757.119141
	Iteration 18Q: 3 clusters Score -1671400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1671430.000000 Penalty: 4757.119141
	Iteration 19Q: 3 clusters Score -1671430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1671460.875000 Penalty: 4757.119141
	Iteration 20F: 3 clusters Score -1671461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1671479.875000 Penalty: 4757.119141
	Iteration 21Q: 3 clusters Score -1671480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1671500.375000 Penalty: 4757.119141
	Iteration 22Q: 3 clusters Score -1671500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1671541.250000 Penalty: 4757.119141
	Iteration 23Q: 3 clusters Score -1671541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1671580.000000 Penalty: 4757.119141
	Iteration 24Q: 3 clusters Score -1671580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1671624.625000 Penalty: 4757.119141
	Iteration 25Q: 3 clusters Score -1671625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1671664.125000 Penalty: 4757.119141
	Iteration 26Q: 3 clusters Score -1671664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1671708.250000 Penalty: 4757.119141
	Iteration 27Q: 3 clusters Score -1671708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1671738.000000 Penalty: 4757.119141
	Iteration 28Q: 3 clusters Score -1671738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1671770.875000 Penalty: 4757.119141
	Iteration 29Q: 3 clusters Score -1671771 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1671806.125000 Penalty: 4757.119141
	Iteration 30Q: 3 clusters Score -1671806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1671840.000000 Penalty: 4757.119141
	Iteration 31Q: 3 clusters Score -1671840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1671886.375000 Penalty: 4757.119141
	Iteration 32Q: 3 clusters Score -1671886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1671934.375000 Penalty: 4757.119141
	Iteration 33Q: 3 clusters Score -1671934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1671986.125000 Penalty: 4757.119141
	Iteration 34Q: 3 clusters Score -1671986 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1672038.750000 Penalty: 4757.119141
	Iteration 35Q: 3 clusters Score -1672039 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1672090.500000 Penalty: 4757.119141
	Iteration 36Q: 3 clusters Score -1672090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1672124.500000 Penalty: 4757.119141
	Iteration 37Q: 3 clusters Score -1672124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1672168.750000 Penalty: 4757.119141
	Iteration 38Q: 3 clusters Score -1672169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1672210.500000 Penalty: 4757.119141
	Iteration 39Q: 3 clusters Score -1672210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1672243.000000 Penalty: 4757.119141
	Iteration 40F: 3 clusters Score -1672243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1672281.500000 Penalty: 4757.119141
	Iteration 41Q: 3 clusters Score -1672282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1672307.625000 Penalty: 4757.119141
	Iteration 42Q: 3 clusters Score -1672308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1672332.375000 Penalty: 4757.119141
	Iteration 43Q: 3 clusters Score -1672332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1672356.625000 Penalty: 4757.119141
	Iteration 44Q: 3 clusters Score -1672357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1672376.000000 Penalty: 4757.119141
	Iteration 45Q: 3 clusters Score -1672376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1672396.000000 Penalty: 4757.119141
	Iteration 46Q: 3 clusters Score -1672396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1672416.375000 Penalty: 4757.119141
	Iteration 47Q: 3 clusters Score -1672416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1672432.375000 Penalty: 4757.119141
	Iteration 48Q: 3 clusters Score -1672432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1672442.875000 Penalty: 4757.119141
	Iteration 49Q: 3 clusters Score -1672443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1672462.875000 Penalty: 4757.119141
	Iteration 50Q: 3 clusters Score -1672463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1672476.250000 Penalty: 4757.119141
	Iteration 51Q: 3 clusters Score -1672476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1672483.375000 Penalty: 4757.119141
	Iteration 52Q: 3 clusters Score -1672483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1672498.250000 Penalty: 4757.119141
	Iteration 53Q: 3 clusters Score -1672498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1672517.375000 Penalty: 4757.119141
	Iteration 54Q: 3 clusters Score -1672517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1672530.000000 Penalty: 4757.119141
	Iteration 55Q: 3 clusters Score -1672530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1672539.625000 Penalty: 4757.119141
	Iteration 56Q: 3 clusters Score -1672540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1672561.125000 Penalty: 4757.119141
	Iteration 57Q: 3 clusters Score -1672561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1672567.125000 Penalty: 4757.119141
	Iteration 58Q: 3 clusters Score -1672567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1672575.625000 Penalty: 4757.119141
	Iteration 59Q: 3 clusters Score -1672576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1672585.875000 Penalty: 4757.119141
	Iteration 60F: 3 clusters Score -1672586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1672601.500000 Penalty: 4757.119141
	Iteration 61Q: 3 clusters Score -1672602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1672617.250000 Penalty: 4757.119141
	Iteration 62Q: 3 clusters Score -1672617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1672629.125000 Penalty: 4757.119141
	Iteration 63Q: 3 clusters Score -1672629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1672636.750000 Penalty: 4757.119141
	Iteration 64Q: 3 clusters Score -1672637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1672653.125000 Penalty: 4757.119141
	Iteration 65Q: 3 clusters Score -1672653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1672663.000000 Penalty: 4757.119141
	Iteration 66Q: 3 clusters Score -1672663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1672682.375000 Penalty: 4757.119141
	Iteration 67Q: 3 clusters Score -1672682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1672692.750000 Penalty: 4757.119141
	Iteration 68Q: 3 clusters Score -1672693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1672709.125000 Penalty: 4757.119141
	Iteration 69Q: 3 clusters Score -1672709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1672721.250000 Penalty: 4757.119141
	Iteration 70Q: 3 clusters Score -1672721 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1672732.375000 Penalty: 4757.119141
	Iteration 71Q: 3 clusters Score -1672732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1672739.875000 Penalty: 4757.119141
	Iteration 72Q: 3 clusters Score -1672740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1672757.000000 Penalty: 4757.119141
	Iteration 73Q: 3 clusters Score -1672757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1672768.125000 Penalty: 4757.119141
	Iteration 74Q: 3 clusters Score -1672768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1672785.375000 Penalty: 4757.119141
	Iteration 75Q: 3 clusters Score -1672785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1672797.125000 Penalty: 4757.119141
	Iteration 76Q: 3 clusters Score -1672797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1672812.250000 Penalty: 4757.119141
	Iteration 77Q: 3 clusters Score -1672812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1672822.500000 Penalty: 4757.119141
	Iteration 78Q: 3 clusters Score -1672822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1672832.750000 Penalty: 4757.119141
	Iteration 79Q: 3 clusters Score -1672833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1672842.250000 Penalty: 4757.119141
	Iteration 80F: 3 clusters Score -1672842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1672845.625000 Penalty: 4757.119141
	Iteration 81Q: 3 clusters Score -1672846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1672853.125000 Penalty: 4757.119141
	Iteration 82Q: 3 clusters Score -1672853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1672858.875000 Penalty: 4757.119141
	Iteration 83Q: 3 clusters Score -1672859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1672867.125000 Penalty: 4757.119141
	Iteration 84Q: 3 clusters Score -1672867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1672875.000000 Penalty: 4757.119141
	Iteration 85Q: 3 clusters Score -1672875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1672887.125000 Penalty: 4757.119141
	Iteration 86Q: 3 clusters Score -1672887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1672898.250000 Penalty: 4757.119141
	Iteration 87Q: 3 clusters Score -1672898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1672913.375000 Penalty: 4757.119141
	Iteration 88Q: 3 clusters Score -1672913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1672923.250000 Penalty: 4757.119141
	Iteration 89Q: 3 clusters Score -1672923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1672927.625000 Penalty: 4757.119141
	Iteration 90Q: 3 clusters Score -1672928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1672928.875000 Penalty: 4757.119141
	Iteration 91Q: 3 clusters Score -1672929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1672931.250000 Penalty: 4757.119141
	Iteration 92Q: 3 clusters Score -1672931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1672938.375000 Penalty: 4757.119141
	Iteration 93Q: 3 clusters Score -1672938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1672937.500000 Penalty: 4757.119141
	Iteration 94Q: 3 clusters Score -1672938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1672936.125000 Penalty: 4757.119141
	Iteration 95Q: 3 clusters Score -1672936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1672940.625000 Penalty: 4757.119141
	Iteration 96Q: 3 clusters Score -1672941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1672939.500000 Penalty: 4757.119141
	Iteration 97Q: 3 clusters Score -1672940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1672947.125000 Penalty: 4757.119141
	Iteration 98Q: 3 clusters Score -1672947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1672946.625000 Penalty: 4757.119141
	Iteration 99Q: 3 clusters Score -1672947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1672948.000000 Penalty: 4757.119141
	Iteration 100F: 3 clusters Score -1672948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1672948.500000 Penalty: 4757.119141
	Iteration 101Q: 3 clusters Score -1672948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1672949.125000 Penalty: 4757.119141
	Iteration 102Q: 3 clusters Score -1672949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1672947.875000 Penalty: 4757.119141
	Iteration 103Q: 3 clusters Score -1672948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1672946.000000 Penalty: 4757.119141
	Iteration 104Q: 3 clusters Score -1672946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1672950.125000 Penalty: 4757.119141
	Iteration 105Q: 3 clusters Score -1672950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1672952.125000 Penalty: 4757.119141
	Iteration 106Q: 3 clusters Score -1672952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1672951.875000 Penalty: 4757.119141
	Iteration 107Q: 3 clusters Score -1672952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1672951.750000 Penalty: 4757.119141
	Iteration 108Q: 3 clusters Score -1672952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1672949.500000 Penalty: 4757.119141
	Iteration 109Q: 3 clusters Score -1672950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1672951.625000 Penalty: 4757.119141
	Iteration 110Q: 3 clusters Score -1672952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1672954.500000 Penalty: 4757.119141
	Iteration 111Q: 3 clusters Score -1672954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1672956.500000 Penalty: 4757.119141
	Iteration 112Q: 3 clusters Score -1672956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1672959.000000 Penalty: 4757.119141
	Iteration 113Q: 3 clusters Score -1672959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1672960.750000 Penalty: 4757.119141
	Iteration 114Q: 3 clusters Score -1672961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1672964.125000 Penalty: 4757.119141
	Iteration 115Q: 3 clusters Score -1672964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1672966.500000 Penalty: 4757.119141
	Iteration 116Q: 3 clusters Score -1672966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1672968.000000 Penalty: 4757.119141
	Iteration 117Q: 3 clusters Score -1672968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1672972.875000 Penalty: 4757.119141
	Iteration 118Q: 3 clusters Score -1672973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1672972.750000 Penalty: 4757.119141
	Iteration 119Q: 3 clusters Score -1672973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1672971.750000 Penalty: 4757.119141
	Iteration 120F: 3 clusters Score -1672972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1672973.875000 Penalty: 4757.119141
	Iteration 121Q: 3 clusters Score -1672974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1672975.875000 Penalty: 4757.119141
	Iteration 122Q: 3 clusters Score -1672976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1672976.500000 Penalty: 4757.119141
	Iteration 123Q: 3 clusters Score -1672976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1672980.375000 Penalty: 4757.119141
	Iteration 124Q: 3 clusters Score -1672980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1672989.000000 Penalty: 4757.119141
	Iteration 125Q: 3 clusters Score -1672989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1672993.375000 Penalty: 4757.119141
	Iteration 126Q: 3 clusters Score -1672993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1673000.625000 Penalty: 4757.119141
	Iteration 127Q: 3 clusters Score -1673001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1673006.750000 Penalty: 4757.119141
	Iteration 128Q: 3 clusters Score -1673007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1673017.125000 Penalty: 4757.119141
	Iteration 129Q: 3 clusters Score -1673017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1673024.375000 Penalty: 4757.119141
	Iteration 130Q: 3 clusters Score -1673024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1673030.875000 Penalty: 4757.119141
	Iteration 131Q: 3 clusters Score -1673031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1673036.625000 Penalty: 4757.119141
	Iteration 132Q: 3 clusters Score -1673037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1673042.250000 Penalty: 4757.119141
	Iteration 133Q: 3 clusters Score -1673042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1673046.875000 Penalty: 4757.119141
	Iteration 134Q: 3 clusters Score -1673047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1673053.625000 Penalty: 4757.119141
	Iteration 135Q: 3 clusters Score -1673054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1673055.875000 Penalty: 4757.119141
	Iteration 136Q: 3 clusters Score -1673056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1673049.625000 Penalty: 4757.119141
	Iteration 137Q: 3 clusters Score -1673050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1673057.500000 Penalty: 4757.119141
	Iteration 138Q: 3 clusters Score -1673058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1673058.875000 Penalty: 4757.119141
	Iteration 139Q: 3 clusters Score -1673059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1673061.500000 Penalty: 4757.119141
	Iteration 140F: 3 clusters Score -1673062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1673063.000000 Penalty: 4757.119141
	Iteration 141Q: 3 clusters Score -1673063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1673066.625000 Penalty: 4757.119141
	Iteration 142Q: 3 clusters Score -1673067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1673066.625000 Penalty: 4757.119141
	Iteration 143Q: 3 clusters Score -1673067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1673068.125000 Penalty: 4757.119141
	Iteration 144Q: 3 clusters Score -1673068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1673068.375000 Penalty: 4757.119141
	Iteration 145Q: 3 clusters Score -1673068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1673069.625000 Penalty: 4757.119141
	Iteration 146Q: 3 clusters Score -1673070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1673068.875000 Penalty: 4757.119141
	Iteration 147Q: 3 clusters Score -1673069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1673068.250000 Penalty: 4757.119141
	Iteration 148Q: 3 clusters Score -1673068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1673068.250000 Penalty: 4757.119141
	Iteration 149F: 3 clusters Score -1673068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Entering Unmasked Estep 
Score: -4187377.000000 Penalty: 2608.483643
	Iteration 0F: 2 clusters Score -4187377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4162289.000000 Penalty: 5216.967285
	Iteration 0F: 3 clusters Score -4162289 nChanged 16891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4171372.250000 Penalty: 5216.967285
	Iteration 1F: 3 clusters Score -4171372 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4171915.750000 Penalty: 5216.967285
	Iteration 2Q: 3 clusters Score -4171916 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4172439.000000 Penalty: 5216.967285
	Iteration 3Q: 3 clusters Score -4172439 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4173054.000000 Penalty: 5216.967285
	Iteration 4Q: 3 clusters Score -4173054 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4173792.500000 Penalty: 5216.967285
	Iteration 5Q: 3 clusters Score -4173792 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4174697.000000 Penalty: 5216.967285
	Iteration 6Q: 3 clusters Score -4174697 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4175803.500000 Penalty: 5216.967285
	Iteration 7Q: 3 clusters Score -4175804 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4177035.000000 Penalty: 5216.967285
	Iteration 8Q: 3 clusters Score -4177035 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4178288.250000 Penalty: 5216.967285
	Iteration 9Q: 3 clusters Score -4178288 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4179641.750000 Penalty: 5216.967285
	Iteration 10Q: 3 clusters Score -4179642 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4180832.000000 Penalty: 5216.967285
	Iteration 11Q: 3 clusters Score -4180832 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4181861.250000 Penalty: 5216.967285
	Iteration 12Q: 3 clusters Score -4181861 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4182698.500000 Penalty: 5216.967285
	Iteration 13Q: 3 clusters Score -4182698 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -4183428.500000 Penalty: 5216.967285
	Iteration 14Q: 3 clusters Score -4183428 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4183937.500000 Penalty: 5216.967285
	Iteration 15Q: 3 clusters Score -4183938 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4184335.250000 Penalty: 5216.967285
	Iteration 16Q: 3 clusters Score -4184335 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4184609.500000 Penalty: 5216.967285
	Iteration 17Q: 3 clusters Score -4184610 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4184800.000000 Penalty: 5216.967285
	Iteration 18Q: 3 clusters Score -4184800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4184936.500000 Penalty: 5216.967285
	Iteration 19Q: 3 clusters Score -4184936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4185038.000000 Penalty: 5216.967285
	Iteration 20F: 3 clusters Score -4185038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4185124.250000 Penalty: 5216.967285
	Iteration 21Q: 3 clusters Score -4185124 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4185173.500000 Penalty: 5216.967285
	Iteration 22Q: 3 clusters Score -4185174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -4185204.750000 Penalty: 5216.967285
	Iteration 23Q: 3 clusters Score -4185205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4185243.000000 Penalty: 5216.967285
	Iteration 24Q: 3 clusters Score -4185243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4185268.500000 Penalty: 5216.967285
	Iteration 25Q: 3 clusters Score -4185268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4185286.250000 Penalty: 5216.967285
	Iteration 26Q: 3 clusters Score -4185286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4185298.250000 Penalty: 5216.967285
	Iteration 27Q: 3 clusters Score -4185298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4185313.000000 Penalty: 5216.967285
	Iteration 28Q: 3 clusters Score -4185313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4185318.000000 Penalty: 5216.967285
	Iteration 29Q: 3 clusters Score -4185318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4185326.250000 Penalty: 5216.967285
	Iteration 30Q: 3 clusters Score -4185326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4185328.750000 Penalty: 5216.967285
	Iteration 31Q: 3 clusters Score -4185329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4185333.500000 Penalty: 5216.967285
	Iteration 32Q: 3 clusters Score -4185334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4185338.250000 Penalty: 5216.967285
	Iteration 33Q: 3 clusters Score -4185338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4185338.500000 Penalty: 5216.967285
	Iteration 34Q: 3 clusters Score -4185338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4185336.250000 Penalty: 5216.967285
	Iteration 35Q: 3 clusters Score -4185336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4185337.500000 Penalty: 5216.967285
	Iteration 36Q: 3 clusters Score -4185338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4185339.250000 Penalty: 5216.967285
	Iteration 37Q: 3 clusters Score -4185339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4185339.500000 Penalty: 5216.967285
	Iteration 38Q: 3 clusters Score -4185340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4185344.500000 Penalty: 5216.967285
	Iteration 39Q: 3 clusters Score -4185344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4185341.250000 Penalty: 5216.967285
	Iteration 40F: 3 clusters Score -4185341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4185348.000000 Penalty: 5216.967285
	Iteration 41Q: 3 clusters Score -4185348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4185347.500000 Penalty: 5216.967285
	Iteration 42Q: 3 clusters Score -4185348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4185347.000000 Penalty: 5216.967285
	Iteration 43Q: 3 clusters Score -4185347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4185349.250000 Penalty: 5216.967285
	Iteration 44Q: 3 clusters Score -4185349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4185353.000000 Penalty: 5216.967285
	Iteration 45Q: 3 clusters Score -4185353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4185353.250000 Penalty: 5216.967285
	Iteration 46Q: 3 clusters Score -4185353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4185353.250000 Penalty: 5216.967285
	Iteration 47Q: 3 clusters Score -4185353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4185359.750000 Penalty: 5216.967285
	Iteration 48Q: 3 clusters Score -4185360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4185358.750000 Penalty: 5216.967285
	Iteration 49Q: 3 clusters Score -4185359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4185358.750000 Penalty: 5216.967285
	Iteration 50F: 3 clusters Score -4185359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -128923.367188 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -128923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126844.625000 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -126844.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127156.734375 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -127156.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127271.203125 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -127271.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127345.453125 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -127345.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127373.171875 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -127373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127387.468750 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -127387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127397.515625 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -127397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127401.656250 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -127401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127405.593750 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -127405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127405.593750 Penalty: 3507.921387
	Iteration 9F: 3 clusters Score -127405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Entering Unmasked Estep 
Score: -1892742.250000 Penalty: 2408.491943
	Iteration 0F: 2 clusters Score -1892742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1880957.250000 Penalty: 4816.983887
	Iteration 0F: 3 clusters Score -1880957 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1884639.000000 Penalty: 4816.983887
	Iteration 1F: 3 clusters Score -1884639 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1885040.250000 Penalty: 4816.983887
	Iteration 2F: 3 clusters Score -1885040 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1885376.625000 Penalty: 4816.983887
	Iteration 3F: 3 clusters Score -1885377 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1885666.625000 Penalty: 4816.983887
	Iteration 4Q: 3 clusters Score -1885667 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1886012.750000 Penalty: 4816.983887
	Iteration 5Q: 3 clusters Score -1886013 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1886485.250000 Penalty: 4816.983887
	Iteration 6F: 3 clusters Score -1886485 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1887090.500000 Penalty: 4816.983887
	Iteration 7F: 3 clusters Score -1887090 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1887838.625000 Penalty: 4816.983887
	Iteration 8F: 3 clusters Score -1887839 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1888563.375000 Penalty: 4816.983887
	Iteration 9F: 3 clusters Score -1888563 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1889226.375000 Penalty: 4816.983887
	Iteration 10Q: 3 clusters Score -1889226 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1889764.500000 Penalty: 4816.983887
	Iteration 11Q: 3 clusters Score -1889764 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1890133.000000 Penalty: 4816.983887
	Iteration 12Q: 3 clusters Score -1890133 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1890341.500000 Penalty: 4816.983887
	Iteration 13Q: 3 clusters Score -1890342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1890473.625000 Penalty: 4816.983887
	Iteration 14Q: 3 clusters Score -1890474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1890558.125000 Penalty: 4816.983887
	Iteration 15Q: 3 clusters Score -1890558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1890600.000000 Penalty: 4816.983887
	Iteration 16Q: 3 clusters Score -1890600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1890636.875000 Penalty: 4816.983887
	Iteration 17Q: 3 clusters Score -1890637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1890653.750000 Penalty: 4816.983887
	Iteration 18Q: 3 clusters Score -1890654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1890673.125000 Penalty: 4816.983887
	Iteration 19Q: 3 clusters Score -1890673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1890688.125000 Penalty: 4816.983887
	Iteration 20F: 3 clusters Score -1890688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1890696.375000 Penalty: 4816.983887
	Iteration 21Q: 3 clusters Score -1890696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1890706.375000 Penalty: 4816.983887
	Iteration 22Q: 3 clusters Score -1890706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1890717.000000 Penalty: 4816.983887
	Iteration 23Q: 3 clusters Score -1890717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1890719.500000 Penalty: 4816.983887
	Iteration 24Q: 3 clusters Score -1890720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1890719.500000 Penalty: 4816.983887
	Iteration 25F: 3 clusters Score -1890720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Entering Unmasked Estep 
Score: -5172971.500000 Penalty: 2659.703369
	Iteration 0F: 2 clusters Score -5172972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5142205.000000 Penalty: 5319.406738
	Iteration 0F: 3 clusters Score -5142205 nChanged 20849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5153803.000000 Penalty: 5319.406738
	Iteration 1F: 3 clusters Score -5153803 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5154292.500000 Penalty: 5319.406738
	Iteration 2Q: 3 clusters Score -5154292 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -5154689.500000 Penalty: 5319.406738
	Iteration 3Q: 3 clusters Score -5154690 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5155106.000000 Penalty: 5319.406738
	Iteration 4Q: 3 clusters Score -5155106 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5155663.500000 Penalty: 5319.406738
	Iteration 5Q: 3 clusters Score -5155664 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5156405.000000 Penalty: 5319.406738
	Iteration 6Q: 3 clusters Score -5156405 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5157408.000000 Penalty: 5319.406738
	Iteration 7Q: 3 clusters Score -5157408 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5158786.500000 Penalty: 5319.406738
	Iteration 8Q: 3 clusters Score -5158786 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5160527.000000 Penalty: 5319.406738
	Iteration 9F: 3 clusters Score -5160527 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5162742.500000 Penalty: 5319.406738
	Iteration 10F: 3 clusters Score -5162742 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5165261.000000 Penalty: 5319.406738
	Iteration 11F: 3 clusters Score -5165261 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5167509.000000 Penalty: 5319.406738
	Iteration 12F: 3 clusters Score -5167509 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5169041.500000 Penalty: 5319.406738
	Iteration 13Q: 3 clusters Score -5169042 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5169864.000000 Penalty: 5319.406738
	Iteration 14Q: 3 clusters Score -5169864 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5170203.000000 Penalty: 5319.406738
	Iteration 15Q: 3 clusters Score -5170203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5170379.500000 Penalty: 5319.406738
	Iteration 16Q: 3 clusters Score -5170380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -5170454.500000 Penalty: 5319.406738
	Iteration 17Q: 3 clusters Score -5170454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5170513.500000 Penalty: 5319.406738
	Iteration 18Q: 3 clusters Score -5170514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5170553.500000 Penalty: 5319.406738
	Iteration 19Q: 3 clusters Score -5170554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5170558.000000 Penalty: 5319.406738
	Iteration 20F: 3 clusters Score -5170558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -5170573.500000 Penalty: 5319.406738
	Iteration 21Q: 3 clusters Score -5170574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -5170584.000000 Penalty: 5319.406738
	Iteration 22Q: 3 clusters Score -5170584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5170585.500000 Penalty: 5319.406738
	Iteration 23Q: 3 clusters Score -5170586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -5170594.000000 Penalty: 5319.406738
	Iteration 24Q: 3 clusters Score -5170594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -5170594.500000 Penalty: 5319.406738
	Iteration 25Q: 3 clusters Score -5170594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -5170601.000000 Penalty: 5319.406738
	Iteration 26Q: 3 clusters Score -5170601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5170601.500000 Penalty: 5319.406738
	Iteration 27Q: 3 clusters Score -5170602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5170604.500000 Penalty: 5319.406738
	Iteration 28Q: 3 clusters Score -5170604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5170606.500000 Penalty: 5319.406738
	Iteration 29Q: 3 clusters Score -5170606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5170604.500000 Penalty: 5319.406738
	Iteration 30Q: 3 clusters Score -5170604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5170604.500000 Penalty: 5319.406738
	Iteration 31Q: 3 clusters Score -5170604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -5170612.000000 Penalty: 5319.406738
	Iteration 32Q: 3 clusters Score -5170612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -5170607.500000 Penalty: 5319.406738
	Iteration 33Q: 3 clusters Score -5170608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -5170606.500000 Penalty: 5319.406738
	Iteration 34Q: 3 clusters Score -5170606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -5170606.500000 Penalty: 5319.406738
	Iteration 35F: 3 clusters Score -5170606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -218107.484375 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -218107.5 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 950 members 
Entering Unmasked Estep 
Score: -215537.625000 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -215537.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215973.171875 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -215973.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -216098.718750 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -216098.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -216158.796875 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -216158.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216189.328125 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -216189.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -216208.890625 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -216208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -216221.046875 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -216221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216229.968750 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -216230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -216236.656250 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -216236.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -216241.031250 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -216241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216245.218750 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -216245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216246.843750 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -216246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216248.625000 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -216248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216248.625000 Penalty: 3751.604980
	Iteration 13F: 3 clusters Score -216248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Entering Unmasked Estep 
Score: -8535101.000000 Penalty: 2784.329346
	Iteration 0F: 2 clusters Score -8535101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -8484630.000000 Penalty: 5568.658691
	Iteration 0F: 3 clusters Score -8484630 nChanged 35276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -8504978.000000 Penalty: 5568.658691
	Iteration 1F: 3 clusters Score -8504978 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -8505867.000000 Penalty: 5568.658691
	Iteration 2Q: 3 clusters Score -8505867 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -8506932.000000 Penalty: 5568.658691
	Iteration 3Q: 3 clusters Score -8506932 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8508298.000000 Penalty: 5568.658691
	Iteration 4Q: 3 clusters Score -8508298 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -8510171.000000 Penalty: 5568.658691
	Iteration 5Q: 3 clusters Score -8510171 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -8512570.000000 Penalty: 5568.658691
	Iteration 6F: 3 clusters Score -8512570 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -8515536.000000 Penalty: 5568.658691
	Iteration 7F: 3 clusters Score -8515536 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -8518866.000000 Penalty: 5568.658691
	Iteration 8F: 3 clusters Score -8518866 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -8522160.000000 Penalty: 5568.658691
	Iteration 9F: 3 clusters Score -8522160 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -8524976.000000 Penalty: 5568.658691
	Iteration 10Q: 3 clusters Score -8524976 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -8527168.000000 Penalty: 5568.658691
	Iteration 11Q: 3 clusters Score -8527168 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -8528815.000000 Penalty: 5568.658691
	Iteration 12Q: 3 clusters Score -8528815 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -8530002.000000 Penalty: 5568.658691
	Iteration 13Q: 3 clusters Score -8530002 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -8530945.000000 Penalty: 5568.658691
	Iteration 14Q: 3 clusters Score -8530945 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -8531572.000000 Penalty: 5568.658691
	Iteration 15Q: 3 clusters Score -8531572 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -8531989.000000 Penalty: 5568.658691
	Iteration 16Q: 3 clusters Score -8531989 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -8532268.000000 Penalty: 5568.658691
	Iteration 17Q: 3 clusters Score -8532268 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -8532477.000000 Penalty: 5568.658691
	Iteration 18Q: 3 clusters Score -8532477 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -8532599.000000 Penalty: 5568.658691
	Iteration 19Q: 3 clusters Score -8532599 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -8532675.000000 Penalty: 5568.658691
	Iteration 20F: 3 clusters Score -8532675 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -8532728.000000 Penalty: 5568.658691
	Iteration 21Q: 3 clusters Score -8532728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -8532757.000000 Penalty: 5568.658691
	Iteration 22Q: 3 clusters Score -8532757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -8532794.000000 Penalty: 5568.658691
	Iteration 23Q: 3 clusters Score -8532794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -8532807.000000 Penalty: 5568.658691
	Iteration 24Q: 3 clusters Score -8532807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -8532832.000000 Penalty: 5568.658691
	Iteration 25Q: 3 clusters Score -8532832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -8532850.000000 Penalty: 5568.658691
	Iteration 26Q: 3 clusters Score -8532850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -8532859.000000 Penalty: 5568.658691
	Iteration 27Q: 3 clusters Score -8532859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -8532872.000000 Penalty: 5568.658691
	Iteration 28Q: 3 clusters Score -8532872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -8532886.000000 Penalty: 5568.658691
	Iteration 29Q: 3 clusters Score -8532886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -8532902.000000 Penalty: 5568.658691
	Iteration 30Q: 3 clusters Score -8532902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -8532911.000000 Penalty: 5568.658691
	Iteration 31Q: 3 clusters Score -8532911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -8532919.000000 Penalty: 5568.658691
	Iteration 32Q: 3 clusters Score -8532919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -8532924.000000 Penalty: 5568.658691
	Iteration 33Q: 3 clusters Score -8532924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -8532924.000000 Penalty: 5568.658691
	Iteration 34Q: 3 clusters Score -8532924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -8532936.000000 Penalty: 5568.658691
	Iteration 35Q: 3 clusters Score -8532936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -8532937.000000 Penalty: 5568.658691
	Iteration 36Q: 3 clusters Score -8532937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -8532948.000000 Penalty: 5568.658691
	Iteration 37Q: 3 clusters Score -8532948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -8532952.000000 Penalty: 5568.658691
	Iteration 38Q: 3 clusters Score -8532952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -8532952.000000 Penalty: 5568.658691
	Iteration 39Q: 3 clusters Score -8532952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -8532951.000000 Penalty: 5568.658691
	Iteration 40F: 3 clusters Score -8532951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -8532956.000000 Penalty: 5568.658691
	Iteration 41Q: 3 clusters Score -8532956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -8532950.000000 Penalty: 5568.658691
	Iteration 42Q: 3 clusters Score -8532950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -8532956.000000 Penalty: 5568.658691
	Iteration 43Q: 3 clusters Score -8532956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -8532957.000000 Penalty: 5568.658691
	Iteration 44Q: 3 clusters Score -8532957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -8532965.000000 Penalty: 5568.658691
	Iteration 45Q: 3 clusters Score -8532965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -8532963.000000 Penalty: 5568.658691
	Iteration 46Q: 3 clusters Score -8532963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -8532963.000000 Penalty: 5568.658691
	Iteration 47Q: 3 clusters Score -8532963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -8532963.000000 Penalty: 5568.658691
	Iteration 48F: 3 clusters Score -8532963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -330323.687500 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -330323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -327048.406250 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -327048.4 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -327771.812500 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -327771.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328045.531250 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -328045.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -328269.125000 Penalty: 3976.584473
	Iteration 3F: 3 clusters Score -328269.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -328460.656250 Penalty: 3976.584473
	Iteration 4F: 3 clusters Score -328460.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -328627.062500 Penalty: 3976.584473
	Iteration 5F: 3 clusters Score -328627.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -328787.843750 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -328787.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -328896.031250 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -328896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -328970.437500 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -328970.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -329018.843750 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -329018.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -329060.531250 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -329060.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -329090.968750 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -329091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -329112.593750 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -329112.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -329136.093750 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -329136.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -329161.468750 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -329161.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -329180.156250 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -329180.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -329193.781250 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -329193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -329206.625000 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -329206.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -329216.000000 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -329216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -329228.250000 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -329228.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -329240.125000 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -329240.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -329253.218750 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -329253.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -329263.437500 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -329263.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -329277.843750 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -329277.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -329291.031250 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -329291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -329311.875000 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -329311.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -329335.218750 Penalty: 3976.584473
	Iteration 26Q: 3 clusters Score -329335.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -329382.093750 Penalty: 3976.584473
	Iteration 27Q: 3 clusters Score -329382.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329457.218750 Penalty: 3976.584473
	Iteration 28Q: 3 clusters Score -329457.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -329566.843750 Penalty: 3976.584473
	Iteration 29Q: 3 clusters Score -329566.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -329653.500000 Penalty: 3976.584473
	Iteration 30Q: 3 clusters Score -329653.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -329706.531250 Penalty: 3976.584473
	Iteration 31Q: 3 clusters Score -329706.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -329736.218750 Penalty: 3976.584473
	Iteration 32Q: 3 clusters Score -329736.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -329752.531250 Penalty: 3976.584473
	Iteration 33Q: 3 clusters Score -329752.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -329763.437500 Penalty: 3976.584473
	Iteration 34Q: 3 clusters Score -329763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -329774.968750 Penalty: 3976.584473
	Iteration 35Q: 3 clusters Score -329775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -329783.375000 Penalty: 3976.584473
	Iteration 36Q: 3 clusters Score -329783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -329792.843750 Penalty: 3976.584473
	Iteration 37Q: 3 clusters Score -329792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -329799.875000 Penalty: 3976.584473
	Iteration 38Q: 3 clusters Score -329799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -329804.593750 Penalty: 3976.584473
	Iteration 39Q: 3 clusters Score -329804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -329808.343750 Penalty: 3976.584473
	Iteration 40F: 3 clusters Score -329808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -329815.062500 Penalty: 3976.584473
	Iteration 41Q: 3 clusters Score -329815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -329817.468750 Penalty: 3976.584473
	Iteration 42Q: 3 clusters Score -329817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -329820.187500 Penalty: 3976.584473
	Iteration 43Q: 3 clusters Score -329820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -329824.250000 Penalty: 3976.584473
	Iteration 44Q: 3 clusters Score -329824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -329826.375000 Penalty: 3976.584473
	Iteration 45Q: 3 clusters Score -329826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -329827.531250 Penalty: 3976.584473
	Iteration 46Q: 3 clusters Score -329827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -329827.312500 Penalty: 3976.584473
	Iteration 47Q: 3 clusters Score -329827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -329828.156250 Penalty: 3976.584473
	Iteration 48Q: 3 clusters Score -329828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -329828.156250 Penalty: 3976.584473
	Iteration 49F: 3 clusters Score -329828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -364621.687500 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -364621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -361112.062500 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -361112.1 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -361878.687500 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -361878.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -362117.000000 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -362117 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -362333.750000 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -362333.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -362580.812500 Penalty: 4030.166016
	Iteration 4F: 3 clusters Score -362580.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -362848.843750 Penalty: 4030.166016
	Iteration 5F: 3 clusters Score -362848.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -363124.000000 Penalty: 4030.166016
	Iteration 6F: 3 clusters Score -363124 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -363392.218750 Penalty: 4030.166016
	Iteration 7F: 3 clusters Score -363392.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -363590.718750 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -363590.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -363709.531250 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -363709.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -363772.375000 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -363772.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -363806.937500 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -363806.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -363832.593750 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -363832.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -363850.718750 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -363850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -363869.906250 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -363869.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -363890.656250 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -363890.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -363908.125000 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -363908.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -363923.000000 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -363923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -363947.687500 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -363947.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -363960.281250 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -363960.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -363974.937500 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -363974.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -363991.875000 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -363991.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -364002.531250 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -364002.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -364009.000000 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -364009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -364011.750000 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -364011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -364013.875000 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -364013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -364015.375000 Penalty: 4030.166016
	Iteration 26Q: 3 clusters Score -364015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -364016.343750 Penalty: 4030.166016
	Iteration 27Q: 3 clusters Score -364016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -364016.343750 Penalty: 4030.166016
	Iteration 28F: 3 clusters Score -364016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -316977.437500 Penalty: 1982.501465
	Iteration 0F: 2 clusters Score -316977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -313782.000000 Penalty: 3965.002930
	Iteration 0F: 3 clusters Score -313782 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -314388.031250 Penalty: 3965.002930
	Iteration 1F: 3 clusters Score -314388 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -314533.718750 Penalty: 3965.002930
	Iteration 2F: 3 clusters Score -314533.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -314642.156250 Penalty: 3965.002930
	Iteration 3Q: 3 clusters Score -314642.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314713.062500 Penalty: 3965.002930
	Iteration 4Q: 3 clusters Score -314713.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -314786.500000 Penalty: 3965.002930
	Iteration 5Q: 3 clusters Score -314786.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -314851.031250 Penalty: 3965.002930
	Iteration 6Q: 3 clusters Score -314851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -314907.000000 Penalty: 3965.002930
	Iteration 7Q: 3 clusters Score -314907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -314967.281250 Penalty: 3965.002930
	Iteration 8Q: 3 clusters Score -314967.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -315027.937500 Penalty: 3965.002930
	Iteration 9Q: 3 clusters Score -315027.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -315084.906250 Penalty: 3965.002930
	Iteration 10Q: 3 clusters Score -315084.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -315164.468750 Penalty: 3965.002930
	Iteration 11Q: 3 clusters Score -315164.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -315254.562500 Penalty: 3965.002930
	Iteration 12Q: 3 clusters Score -315254.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -315349.906250 Penalty: 3965.002930
	Iteration 13Q: 3 clusters Score -315349.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -315458.000000 Penalty: 3965.002930
	Iteration 14Q: 3 clusters Score -315458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -315576.656250 Penalty: 3965.002930
	Iteration 15Q: 3 clusters Score -315576.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -315657.343750 Penalty: 3965.002930
	Iteration 16Q: 3 clusters Score -315657.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -315741.906250 Penalty: 3965.002930
	Iteration 17Q: 3 clusters Score -315741.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -315813.062500 Penalty: 3965.002930
	Iteration 18Q: 3 clusters Score -315813.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -315870.125000 Penalty: 3965.002930
	Iteration 19Q: 3 clusters Score -315870.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -315907.500000 Penalty: 3965.002930
	Iteration 20F: 3 clusters Score -315907.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -315967.843750 Penalty: 3965.002930
	Iteration 21Q: 3 clusters Score -315967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -316006.000000 Penalty: 3965.002930
	Iteration 22Q: 3 clusters Score -316006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -316033.750000 Penalty: 3965.002930
	Iteration 23Q: 3 clusters Score -316033.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -316051.093750 Penalty: 3965.002930
	Iteration 24Q: 3 clusters Score -316051.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -316062.062500 Penalty: 3965.002930
	Iteration 25Q: 3 clusters Score -316062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -316070.468750 Penalty: 3965.002930
	Iteration 26Q: 3 clusters Score -316070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -316076.156250 Penalty: 3965.002930
	Iteration 27Q: 3 clusters Score -316076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -316078.500000 Penalty: 3965.002930
	Iteration 28Q: 3 clusters Score -316078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -316078.812500 Penalty: 3965.002930
	Iteration 29Q: 3 clusters Score -316078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -316080.218750 Penalty: 3965.002930
	Iteration 30Q: 3 clusters Score -316080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -316082.906250 Penalty: 3965.002930
	Iteration 31Q: 3 clusters Score -316082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -316085.500000 Penalty: 3965.002930
	Iteration 32Q: 3 clusters Score -316085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -316087.562500 Penalty: 3965.002930
	Iteration 33Q: 3 clusters Score -316087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -316088.812500 Penalty: 3965.002930
	Iteration 34Q: 3 clusters Score -316088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -316088.812500 Penalty: 3965.002930
	Iteration 35F: 3 clusters Score -316088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122230.546875 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122230.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -122558.031250 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -122621.093750 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122621.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122642.468750 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122642.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122649.546875 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122650.726562 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122652.484375 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122653.734375 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122655.195312 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122657.773438 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122660.546875 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122664.367188 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122667.210938 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122672.359375 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122676.226562 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122680.578125 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -122681.570312 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -122681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122682.070312 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -122682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122682.070312 Penalty: 3484.226074
	Iteration 18F: 3 clusters Score -122682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56617.945312 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56617.95 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56993.449219 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56993.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57167.160156 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -57167.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57258.570312 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -57258.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57402.710938 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57402.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57546.796875 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57546.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57705.609375 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57705.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57808.863281 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57808.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57861.769531 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57861.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57894.226562 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57894.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57937.492188 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57937.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57980.367188 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57980.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58010.179688 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -58010.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58051.925781 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -58051.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58086.945312 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -58086.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58116.996094 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -58117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58177.710938 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -58177.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58212.582031 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -58212.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58232.656250 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -58232.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58237.218750 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -58237.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58246.824219 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -58246.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58271.800781 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -58271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58289.675781 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -58289.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58306.472656 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -58306.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58312.898438 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -58312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58327.894531 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -58327.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58331.648438 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -58331.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58331.648438 Penalty: 3175.350830
	Iteration 27F: 3 clusters Score -58331.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49786 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126691 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36978 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45461 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75142 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 110753 members 
Mstep: Class 27 contains 303196 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12492 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40940 members 
Mstep: Class 42 contains 4818 members 
Mstep: Class 43 contains 313 members 
Entering Unmasked Estep 
Score: -110929368.000000 Penalty: 147466.703125
Splitting cluster 25 changes total score from -110930920.000000 to -110929368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (110753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Entering Unmasked Estep 
Score: -12524547.000000 Penalty: 2880.534424
	Iteration 0F: 2 clusters Score -1.252455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -12450511.000000 Penalty: 5761.068848
	Iteration 0F: 3 clusters Score -1.245051e+07 nChanged 52698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -12481169.000000 Penalty: 5761.068848
	Iteration 1F: 3 clusters Score -1.248117e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -12483048.000000 Penalty: 5761.068848
	Iteration 2Q: 3 clusters Score -1.248305e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -12486048.000000 Penalty: 5761.068848
	Iteration 3F: 3 clusters Score -1.248605e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -12490612.000000 Penalty: 5761.068848
	Iteration 4F: 3 clusters Score -1.249061e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -12496676.000000 Penalty: 5761.068848
	Iteration 5F: 3 clusters Score -1.249668e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -12503728.000000 Penalty: 5761.068848
	Iteration 6F: 3 clusters Score -1.250373e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -12509679.000000 Penalty: 5761.068848
	Iteration 7F: 3 clusters Score -1.250968e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -12514108.000000 Penalty: 5761.068848
	Iteration 8Q: 3 clusters Score -1.251411e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -12517175.000000 Penalty: 5761.068848
	Iteration 9Q: 3 clusters Score -1.251718e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -12519321.000000 Penalty: 5761.068848
	Iteration 10Q: 3 clusters Score -1.251932e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -12520707.000000 Penalty: 5761.068848
	Iteration 11Q: 3 clusters Score -1.252071e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -12521281.000000 Penalty: 5761.068848
	Iteration 12Q: 3 clusters Score -1.252128e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -12521659.000000 Penalty: 5761.068848
	Iteration 13Q: 3 clusters Score -1.252166e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 109920 members 
Entering Unmasked Estep 
Score: -12521863.000000 Penalty: 5761.068848
	Iteration 14Q: 3 clusters Score -1.252186e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 110022 members 
Entering Unmasked Estep 
Score: -12521976.000000 Penalty: 5761.068848
	Iteration 15Q: 3 clusters Score -1.252198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -12522042.000000 Penalty: 5761.068848
	Iteration 16Q: 3 clusters Score -1.252204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -12522078.000000 Penalty: 5761.068848
	Iteration 17Q: 3 clusters Score -1.252208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -12522109.000000 Penalty: 5761.068848
	Iteration 18Q: 3 clusters Score -1.252211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -12522100.000000 Penalty: 5761.068848
	Iteration 19Q: 3 clusters Score -1.25221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 110176 members 
Entering Unmasked Estep 
Score: -12522137.000000 Penalty: 5761.068848
	Iteration 20F: 3 clusters Score -1.252214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -12522161.000000 Penalty: 5761.068848
	Iteration 21Q: 3 clusters Score -1.252216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -12522163.000000 Penalty: 5761.068848
	Iteration 22Q: 3 clusters Score -1.252216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -12522187.000000 Penalty: 5761.068848
	Iteration 23Q: 3 clusters Score -1.252219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110215 members 
Entering Unmasked Estep 
Score: -12522208.000000 Penalty: 5761.068848
	Iteration 24Q: 3 clusters Score -1.252221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -12522226.000000 Penalty: 5761.068848
	Iteration 25Q: 3 clusters Score -1.252223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -12522228.000000 Penalty: 5761.068848
	Iteration 26Q: 3 clusters Score -1.252223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -12522218.000000 Penalty: 5761.068848
	Iteration 27Q: 3 clusters Score -1.252222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -12522216.000000 Penalty: 5761.068848
	Iteration 28Q: 3 clusters Score -1.252222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -12522219.000000 Penalty: 5761.068848
	Iteration 29Q: 3 clusters Score -1.252222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -12522219.000000 Penalty: 5761.068848
	Iteration 30F: 3 clusters Score -1.252222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (303196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303196 members 
Entering Unmasked Estep 
Score: -34156768.000000 Penalty: 3130.289551
	Iteration 0F: 2 clusters Score -3.415677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -33960900.000000 Penalty: 6260.579102
	Iteration 0F: 3 clusters Score -3.39609e+07 nChanged 147100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 150790 members 
Entering Unmasked Estep 
Score: -34047504.000000 Penalty: 6260.579102
	Iteration 1F: 3 clusters Score -3.40475e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -34048708.000000 Penalty: 6260.579102
	Iteration 2Q: 3 clusters Score -3.404871e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -34050168.000000 Penalty: 6260.579102
	Iteration 3Q: 3 clusters Score -3.405017e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151364 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -34051776.000000 Penalty: 6260.579102
	Iteration 4Q: 3 clusters Score -3.405178e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -34054584.000000 Penalty: 6260.579102
	Iteration 5Q: 3 clusters Score -3.405458e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -34058092.000000 Penalty: 6260.579102
	Iteration 6Q: 3 clusters Score -3.405809e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -34063064.000000 Penalty: 6260.579102
	Iteration 7Q: 3 clusters Score -3.406306e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146713 members 
Mstep: Class 2 contains 156483 members 
Entering Unmasked Estep 
Score: -34069812.000000 Penalty: 6260.579102
	Iteration 8Q: 3 clusters Score -3.406981e+07 nChanged 16626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144921 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -34079388.000000 Penalty: 6260.579102
	Iteration 9F: 3 clusters Score -3.407939e+07 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Mstep: Class 2 contains 160224 members 
Entering Unmasked Estep 
Score: -34092244.000000 Penalty: 6260.579102
	Iteration 10F: 3 clusters Score -3.409224e+07 nChanged 18852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141396 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -34104944.000000 Penalty: 6260.579102
	Iteration 11F: 3 clusters Score -3.410494e+07 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -34112256.000000 Penalty: 6260.579102
	Iteration 12F: 3 clusters Score -3.411226e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 163467 members 
Entering Unmasked Estep 
Score: -34114944.000000 Penalty: 6260.579102
	Iteration 13Q: 3 clusters Score -3.411494e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -34115640.000000 Penalty: 6260.579102
	Iteration 14Q: 3 clusters Score -3.411564e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 164665 members 
Entering Unmasked Estep 
Score: -34115860.000000 Penalty: 6260.579102
	Iteration 15Q: 3 clusters Score -3.411586e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -34116204.000000 Penalty: 6260.579102
	Iteration 16Q: 3 clusters Score -3.41162e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137286 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -34116568.000000 Penalty: 6260.579102
	Iteration 17Q: 3 clusters Score -3.411657e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -34116772.000000 Penalty: 6260.579102
	Iteration 18Q: 3 clusters Score -3.411677e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 167371 members 
Entering Unmasked Estep 
Score: -34117028.000000 Penalty: 6260.579102
	Iteration 19Q: 3 clusters Score -3.411703e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 168175 members 
Entering Unmasked Estep 
Score: -34117248.000000 Penalty: 6260.579102
	Iteration 20F: 3 clusters Score -3.411725e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134195 members 
Mstep: Class 2 contains 169001 members 
Entering Unmasked Estep 
Score: -34117564.000000 Penalty: 6260.579102
	Iteration 21Q: 3 clusters Score -3.411756e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -34117616.000000 Penalty: 6260.579102
	Iteration 22Q: 3 clusters Score -3.411762e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132404 members 
Mstep: Class 2 contains 170792 members 
Entering Unmasked Estep 
Score: -34117836.000000 Penalty: 6260.579102
	Iteration 23Q: 3 clusters Score -3.411784e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 171769 members 
Entering Unmasked Estep 
Score: -34117964.000000 Penalty: 6260.579102
	Iteration 24Q: 3 clusters Score -3.411796e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -34117964.000000 Penalty: 6260.579102
	Iteration 25Q: 3 clusters Score -3.411796e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 173786 members 
Entering Unmasked Estep 
Score: -34118240.000000 Penalty: 6260.579102
	Iteration 26Q: 3 clusters Score -3.411824e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -34118388.000000 Penalty: 6260.579102
	Iteration 27Q: 3 clusters Score -3.411839e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 176098 members 
Entering Unmasked Estep 
Score: -34118564.000000 Penalty: 6260.579102
	Iteration 28Q: 3 clusters Score -3.411856e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -34118756.000000 Penalty: 6260.579102
	Iteration 29Q: 3 clusters Score -3.411876e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -34118972.000000 Penalty: 6260.579102
	Iteration 30Q: 3 clusters Score -3.411897e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 179852 members 
Entering Unmasked Estep 
Score: -34119004.000000 Penalty: 6260.579102
	Iteration 31Q: 3 clusters Score -3.4119e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 181151 members 
Entering Unmasked Estep 
Score: -34119136.000000 Penalty: 6260.579102
	Iteration 32Q: 3 clusters Score -3.411914e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 182497 members 
Entering Unmasked Estep 
Score: -34119236.000000 Penalty: 6260.579102
	Iteration 33Q: 3 clusters Score -3.411924e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 183919 members 
Entering Unmasked Estep 
Score: -34119460.000000 Penalty: 6260.579102
	Iteration 34Q: 3 clusters Score -3.411946e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 185393 members 
Entering Unmasked Estep 
Score: -34119352.000000 Penalty: 6260.579102
	Iteration 35Q: 3 clusters Score -3.411935e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 186904 members 
Entering Unmasked Estep 
Score: -34119420.000000 Penalty: 6260.579102
	Iteration 36Q: 3 clusters Score -3.411942e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114663 members 
Mstep: Class 2 contains 188533 members 
Entering Unmasked Estep 
Score: -34119600.000000 Penalty: 6260.579102
	Iteration 37Q: 3 clusters Score -3.41196e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112951 members 
Mstep: Class 2 contains 190245 members 
Entering Unmasked Estep 
Score: -34119616.000000 Penalty: 6260.579102
	Iteration 38Q: 3 clusters Score -3.411962e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 192098 members 
Entering Unmasked Estep 
Score: -34119672.000000 Penalty: 6260.579102
	Iteration 39Q: 3 clusters Score -3.411967e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 193957 members 
Entering Unmasked Estep 
Score: -34119732.000000 Penalty: 6260.579102
	Iteration 40F: 3 clusters Score -3.411973e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 195969 members 
Entering Unmasked Estep 
Score: -34119984.000000 Penalty: 6260.579102
	Iteration 41Q: 3 clusters Score -3.411998e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105169 members 
Mstep: Class 2 contains 198027 members 
Entering Unmasked Estep 
Score: -34120352.000000 Penalty: 6260.579102
	Iteration 42Q: 3 clusters Score -3.412035e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 200217 members 
Entering Unmasked Estep 
Score: -34120672.000000 Penalty: 6260.579102
	Iteration 43Q: 3 clusters Score -3.412067e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 202592 members 
Entering Unmasked Estep 
Score: -34120976.000000 Penalty: 6260.579102
	Iteration 44Q: 3 clusters Score -3.412098e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 205003 members 
Entering Unmasked Estep 
Score: -34121328.000000 Penalty: 6260.579102
	Iteration 45Q: 3 clusters Score -3.412133e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 207621 members 
Entering Unmasked Estep 
Score: -34121884.000000 Penalty: 6260.579102
	Iteration 46Q: 3 clusters Score -3.412188e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 210383 members 
Entering Unmasked Estep 
Score: -34122476.000000 Penalty: 6260.579102
	Iteration 47Q: 3 clusters Score -3.412248e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 213243 members 
Entering Unmasked Estep 
Score: -34123020.000000 Penalty: 6260.579102
	Iteration 48Q: 3 clusters Score -3.412302e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 216214 members 
Entering Unmasked Estep 
Score: -34123692.000000 Penalty: 6260.579102
	Iteration 49Q: 3 clusters Score -3.412369e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 219314 members 
Entering Unmasked Estep 
Score: -34124484.000000 Penalty: 6260.579102
	Iteration 50Q: 3 clusters Score -3.412448e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 222578 members 
Entering Unmasked Estep 
Score: -34125116.000000 Penalty: 6260.579102
	Iteration 51Q: 3 clusters Score -3.412512e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 225992 members 
Entering Unmasked Estep 
Score: -34126032.000000 Penalty: 6260.579102
	Iteration 52Q: 3 clusters Score -3.412603e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 229732 members 
Entering Unmasked Estep 
Score: -34127064.000000 Penalty: 6260.579102
	Iteration 53Q: 3 clusters Score -3.412706e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 233740 members 
Entering Unmasked Estep 
Score: -34128452.000000 Penalty: 6260.579102
	Iteration 54Q: 3 clusters Score -3.412845e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 237949 members 
Entering Unmasked Estep 
Score: -34129664.000000 Penalty: 6260.579102
	Iteration 55Q: 3 clusters Score -3.412966e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 242155 members 
Entering Unmasked Estep 
Score: -34130864.000000 Penalty: 6260.579102
	Iteration 56Q: 3 clusters Score -3.413086e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 246579 members 
Entering Unmasked Estep 
Score: -34132436.000000 Penalty: 6260.579102
	Iteration 57Q: 3 clusters Score -3.413244e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 250964 members 
Entering Unmasked Estep 
Score: -34134136.000000 Penalty: 6260.579102
	Iteration 58Q: 3 clusters Score -3.413414e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 255485 members 
Entering Unmasked Estep 
Score: -34135880.000000 Penalty: 6260.579102
	Iteration 59Q: 3 clusters Score -3.413588e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 260142 members 
Entering Unmasked Estep 
Score: -34138288.000000 Penalty: 6260.579102
	Iteration 60F: 3 clusters Score -3.413829e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 264707 members 
Entering Unmasked Estep 
Score: -34140536.000000 Penalty: 6260.579102
	Iteration 61Q: 3 clusters Score -3.414054e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 269338 members 
Entering Unmasked Estep 
Score: -34143040.000000 Penalty: 6260.579102
	Iteration 62Q: 3 clusters Score -3.414304e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 273904 members 
Entering Unmasked Estep 
Score: -34145604.000000 Penalty: 6260.579102
	Iteration 63Q: 3 clusters Score -3.41456e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 278229 members 
Entering Unmasked Estep 
Score: -34148292.000000 Penalty: 6260.579102
	Iteration 64Q: 3 clusters Score -3.414829e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 282196 members 
Entering Unmasked Estep 
Score: -34150448.000000 Penalty: 6260.579102
	Iteration 65Q: 3 clusters Score -3.415045e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 285661 members 
Entering Unmasked Estep 
Score: -34151900.000000 Penalty: 6260.579102
	Iteration 66Q: 3 clusters Score -3.41519e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 288628 members 
Entering Unmasked Estep 
Score: -34153104.000000 Penalty: 6260.579102
	Iteration 67Q: 3 clusters Score -3.41531e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 291049 members 
Entering Unmasked Estep 
Score: -34153684.000000 Penalty: 6260.579102
	Iteration 68Q: 3 clusters Score -3.415368e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 292939 members 
Entering Unmasked Estep 
Score: -34154112.000000 Penalty: 6260.579102
	Iteration 69Q: 3 clusters Score -3.415411e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 294490 members 
Entering Unmasked Estep 
Score: -34154640.000000 Penalty: 6260.579102
	Iteration 70Q: 3 clusters Score -3.415464e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 295696 members 
Entering Unmasked Estep 
Score: -34154804.000000 Penalty: 6260.579102
	Iteration 71Q: 3 clusters Score -3.41548e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 296618 members 
Entering Unmasked Estep 
Score: -34154948.000000 Penalty: 6260.579102
	Iteration 72Q: 3 clusters Score -3.415495e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 297382 members 
Entering Unmasked Estep 
Score: -34155076.000000 Penalty: 6260.579102
	Iteration 73Q: 3 clusters Score -3.415508e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 297950 members 
Entering Unmasked Estep 
Score: -34155112.000000 Penalty: 6260.579102
	Iteration 74Q: 3 clusters Score -3.415511e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 298399 members 
Entering Unmasked Estep 
Score: -34155288.000000 Penalty: 6260.579102
	Iteration 75Q: 3 clusters Score -3.415529e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 298746 members 
Entering Unmasked Estep 
Score: -34155360.000000 Penalty: 6260.579102
	Iteration 76Q: 3 clusters Score -3.415536e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 299044 members 
Entering Unmasked Estep 
Score: -34155316.000000 Penalty: 6260.579102
	Iteration 77Q: 3 clusters Score -3.415532e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 299293 members 
Entering Unmasked Estep 
Score: -34155328.000000 Penalty: 6260.579102
	Iteration 78Q: 3 clusters Score -3.415533e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 299501 members 
Entering Unmasked Estep 
Score: -34155404.000000 Penalty: 6260.579102
	Iteration 79Q: 3 clusters Score -3.41554e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 299713 members 
Entering Unmasked Estep 
Score: -34155412.000000 Penalty: 6260.579102
	Iteration 80F: 3 clusters Score -3.415541e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 299872 members 
Entering Unmasked Estep 
Score: -34155476.000000 Penalty: 6260.579102
	Iteration 81Q: 3 clusters Score -3.415548e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 299995 members 
Entering Unmasked Estep 
Score: -34155464.000000 Penalty: 6260.579102
	Iteration 82Q: 3 clusters Score -3.415546e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 300105 members 
Entering Unmasked Estep 
Score: -34155432.000000 Penalty: 6260.579102
	Iteration 83Q: 3 clusters Score -3.415543e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 300211 members 
Entering Unmasked Estep 
Score: -34155416.000000 Penalty: 6260.579102
	Iteration 84Q: 3 clusters Score -3.415542e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 300285 members 
Entering Unmasked Estep 
Score: -34155412.000000 Penalty: 6260.579102
	Iteration 85Q: 3 clusters Score -3.415541e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 300342 members 
Entering Unmasked Estep 
Score: -34155472.000000 Penalty: 6260.579102
	Iteration 86Q: 3 clusters Score -3.415547e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 300396 members 
Entering Unmasked Estep 
Score: -34155552.000000 Penalty: 6260.579102
	Iteration 87Q: 3 clusters Score -3.415555e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 300428 members 
Entering Unmasked Estep 
Score: -34155564.000000 Penalty: 6260.579102
	Iteration 88Q: 3 clusters Score -3.415556e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 300466 members 
Entering Unmasked Estep 
Score: -34155636.000000 Penalty: 6260.579102
	Iteration 89Q: 3 clusters Score -3.415564e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 300507 members 
Entering Unmasked Estep 
Score: -34155720.000000 Penalty: 6260.579102
	Iteration 90Q: 3 clusters Score -3.415572e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 300550 members 
Entering Unmasked Estep 
Score: -34155792.000000 Penalty: 6260.579102
	Iteration 91Q: 3 clusters Score -3.415579e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 300584 members 
Entering Unmasked Estep 
Score: -34155944.000000 Penalty: 6260.579102
	Iteration 92Q: 3 clusters Score -3.415594e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 300632 members 
Entering Unmasked Estep 
Score: -34155984.000000 Penalty: 6260.579102
	Iteration 93Q: 3 clusters Score -3.415598e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 300657 members 
Entering Unmasked Estep 
Score: -34156128.000000 Penalty: 6260.579102
	Iteration 94Q: 3 clusters Score -3.415613e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 300645 members 
Entering Unmasked Estep 
Score: -34156360.000000 Penalty: 6260.579102
	Iteration 95Q: 3 clusters Score -3.415636e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 300622 members 
Entering Unmasked Estep 
Score: -34156516.000000 Penalty: 6260.579102
	Iteration 96Q: 3 clusters Score -3.415652e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 300596 members 
Entering Unmasked Estep 
Score: -34156528.000000 Penalty: 6260.579102
	Iteration 97Q: 3 clusters Score -3.415653e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 300560 members 
Entering Unmasked Estep 
Score: -34156624.000000 Penalty: 6260.579102
	Iteration 98Q: 3 clusters Score -3.415662e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 300539 members 
Entering Unmasked Estep 
Score: -34156684.000000 Penalty: 6260.579102
	Iteration 99Q: 3 clusters Score -3.415668e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 300524 members 
Entering Unmasked Estep 
Score: -34156788.000000 Penalty: 6260.579102
	Iteration 100F: 3 clusters Score -3.415679e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 300405 members 
Entering Unmasked Estep 
Score: -34156960.000000 Penalty: 6260.579102
	Iteration 101Q: 3 clusters Score -3.415696e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 300321 members 
Entering Unmasked Estep 
Score: -34157028.000000 Penalty: 6260.579102
	Iteration 102Q: 3 clusters Score -3.415703e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 300233 members 
Entering Unmasked Estep 
Score: -34157160.000000 Penalty: 6260.579102
	Iteration 103Q: 3 clusters Score -3.415716e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 300155 members 
Entering Unmasked Estep 
Score: -34157284.000000 Penalty: 6260.579102
	Iteration 104Q: 3 clusters Score -3.415728e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 300083 members 
Entering Unmasked Estep 
Score: -34157388.000000 Penalty: 6260.579102
	Iteration 105Q: 3 clusters Score -3.415739e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 300032 members 
Entering Unmasked Estep 
Score: -34157388.000000 Penalty: 6260.579102
	Iteration 106Q: 3 clusters Score -3.415739e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 299985 members 
Entering Unmasked Estep 
Score: -34157444.000000 Penalty: 6260.579102
	Iteration 107Q: 3 clusters Score -3.415744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 299949 members 
Entering Unmasked Estep 
Score: -34157480.000000 Penalty: 6260.579102
	Iteration 108Q: 3 clusters Score -3.415748e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 299914 members 
Entering Unmasked Estep 
Score: -34157556.000000 Penalty: 6260.579102
	Iteration 109Q: 3 clusters Score -3.415756e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 299870 members 
Entering Unmasked Estep 
Score: -34157576.000000 Penalty: 6260.579102
	Iteration 110Q: 3 clusters Score -3.415758e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 299840 members 
Entering Unmasked Estep 
Score: -34157584.000000 Penalty: 6260.579102
	Iteration 111Q: 3 clusters Score -3.415758e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 299811 members 
Entering Unmasked Estep 
Score: -34157620.000000 Penalty: 6260.579102
	Iteration 112Q: 3 clusters Score -3.415762e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 299767 members 
Entering Unmasked Estep 
Score: -34157656.000000 Penalty: 6260.579102
	Iteration 113Q: 3 clusters Score -3.415766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 299729 members 
Entering Unmasked Estep 
Score: -34157668.000000 Penalty: 6260.579102
	Iteration 114Q: 3 clusters Score -3.415767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 299697 members 
Entering Unmasked Estep 
Score: -34157696.000000 Penalty: 6260.579102
	Iteration 115Q: 3 clusters Score -3.41577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 299673 members 
Entering Unmasked Estep 
Score: -34157712.000000 Penalty: 6260.579102
	Iteration 116Q: 3 clusters Score -3.415771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 299659 members 
Entering Unmasked Estep 
Score: -34157732.000000 Penalty: 6260.579102
	Iteration 117Q: 3 clusters Score -3.415773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 299643 members 
Entering Unmasked Estep 
Score: -34157736.000000 Penalty: 6260.579102
	Iteration 118Q: 3 clusters Score -3.415774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 299635 members 
Entering Unmasked Estep 
Score: -34157712.000000 Penalty: 6260.579102
	Iteration 119Q: 3 clusters Score -3.415771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 299625 members 
Entering Unmasked Estep 
Score: -34157736.000000 Penalty: 6260.579102
	Iteration 120F: 3 clusters Score -3.415774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 299617 members 
Entering Unmasked Estep 
Score: -34157748.000000 Penalty: 6260.579102
	Iteration 121Q: 3 clusters Score -3.415775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 299607 members 
Entering Unmasked Estep 
Score: -34157760.000000 Penalty: 6260.579102
	Iteration 122Q: 3 clusters Score -3.415776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 299597 members 
Entering Unmasked Estep 
Score: -34157764.000000 Penalty: 6260.579102
	Iteration 123Q: 3 clusters Score -3.415776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 299591 members 
Entering Unmasked Estep 
Score: -34157772.000000 Penalty: 6260.579102
	Iteration 124Q: 3 clusters Score -3.415777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 299586 members 
Entering Unmasked Estep 
Score: -34157776.000000 Penalty: 6260.579102
	Iteration 125Q: 3 clusters Score -3.415778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 299583 members 
Entering Unmasked Estep 
Score: -34157796.000000 Penalty: 6260.579102
	Iteration 126Q: 3 clusters Score -3.41578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 299583 members 
Entering Unmasked Estep 
Score: -34157792.000000 Penalty: 6260.579102
	Iteration 127Q: 3 clusters Score -3.415779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 299581 members 
Entering Unmasked Estep 
Score: -34157772.000000 Penalty: 6260.579102
	Iteration 128Q: 3 clusters Score -3.415777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 299577 members 
Entering Unmasked Estep 
Score: -34157788.000000 Penalty: 6260.579102
	Iteration 129Q: 3 clusters Score -3.415779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 299575 members 
Entering Unmasked Estep 
Score: -34157796.000000 Penalty: 6260.579102
	Iteration 130Q: 3 clusters Score -3.41578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 299575 members 
Entering Unmasked Estep 
Score: -34157796.000000 Penalty: 6260.579102
	Iteration 131Q: 3 clusters Score -3.41578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 299569 members 
Entering Unmasked Estep 
Score: -34157808.000000 Penalty: 6260.579102
	Iteration 132Q: 3 clusters Score -3.415781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 299566 members 
Entering Unmasked Estep 
Score: -34157788.000000 Penalty: 6260.579102
	Iteration 133Q: 3 clusters Score -3.415779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 299559 members 
Entering Unmasked Estep 
Score: -34157780.000000 Penalty: 6260.579102
	Iteration 134Q: 3 clusters Score -3.415778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 299558 members 
Entering Unmasked Estep 
Score: -34157784.000000 Penalty: 6260.579102
	Iteration 135Q: 3 clusters Score -3.415778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 299557 members 
Entering Unmasked Estep 
Score: -34157788.000000 Penalty: 6260.579102
	Iteration 136Q: 3 clusters Score -3.415779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 299557 members 
Entering Unmasked Estep 
Score: -34157788.000000 Penalty: 6260.579102
	Iteration 137F: 3 clusters Score -3.415779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49786 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126691 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36978 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45461 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75142 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110753 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12492 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40940 members 
Mstep: Class 42 contains 4818 members 
Mstep: Class 43 contains 299557 members 
Entering Unmasked Estep 
Score: -110931680.000000 Penalty: 147466.703125
Splitting cluster 27 changes total score from -110930920.000000 to -110931680.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -146107.562500 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -146107.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143927.421875 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -143927.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144333.515625 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -144333.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144469.609375 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -144469.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144524.640625 Penalty: 3597.721436
	Iteration 3Q: 3 clusters Score -144524.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144559.531250 Penalty: 3597.721436
	Iteration 4Q: 3 clusters Score -144559.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144580.093750 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -144580.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144589.734375 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -144589.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144595.203125 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -144595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144599.546875 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -144599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144602.093750 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -144602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144604.500000 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -144604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -144607.843750 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -144607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -144609.515625 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -144609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -144614.609375 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -144614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -144617.000000 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -144617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144620.718750 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -144620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144624.328125 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -144624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144627.609375 Penalty: 3597.721436
	Iteration 17Q: 3 clusters Score -144627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144627.937500 Penalty: 3597.721436
	Iteration 18Q: 3 clusters Score -144627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144627.937500 Penalty: 3597.721436
	Iteration 19F: 3 clusters Score -144627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Entering Unmasked Estep 
Score: -3781949.000000 Penalty: 2586.915527
	Iteration 0F: 2 clusters Score -3781949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3758803.750000 Penalty: 5173.831055
	Iteration 0F: 3 clusters Score -3758804 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3767236.500000 Penalty: 5173.831055
	Iteration 1F: 3 clusters Score -3767236 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3767833.750000 Penalty: 5173.831055
	Iteration 2Q: 3 clusters Score -3767834 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3768439.750000 Penalty: 5173.831055
	Iteration 3Q: 3 clusters Score -3768440 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3769069.750000 Penalty: 5173.831055
	Iteration 4Q: 3 clusters Score -3769070 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3769848.500000 Penalty: 5173.831055
	Iteration 5Q: 3 clusters Score -3769848 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3770702.500000 Penalty: 5173.831055
	Iteration 6Q: 3 clusters Score -3770702 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3771842.250000 Penalty: 5173.831055
	Iteration 7F: 3 clusters Score -3771842 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3773292.000000 Penalty: 5173.831055
	Iteration 8F: 3 clusters Score -3773292 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3774922.500000 Penalty: 5173.831055
	Iteration 9F: 3 clusters Score -3774922 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3776421.750000 Penalty: 5173.831055
	Iteration 10Q: 3 clusters Score -3776422 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3777577.250000 Penalty: 5173.831055
	Iteration 11Q: 3 clusters Score -3777577 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3778539.250000 Penalty: 5173.831055
	Iteration 12Q: 3 clusters Score -3778539 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3779229.750000 Penalty: 5173.831055
	Iteration 13Q: 3 clusters Score -3779230 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3779587.500000 Penalty: 5173.831055
	Iteration 14Q: 3 clusters Score -3779588 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3779762.250000 Penalty: 5173.831055
	Iteration 15Q: 3 clusters Score -3779762 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3779885.250000 Penalty: 5173.831055
	Iteration 16Q: 3 clusters Score -3779885 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3779954.750000 Penalty: 5173.831055
	Iteration 17Q: 3 clusters Score -3779955 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3779979.750000 Penalty: 5173.831055
	Iteration 18Q: 3 clusters Score -3779980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3780004.000000 Penalty: 5173.831055
	Iteration 19Q: 3 clusters Score -3780004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3780012.500000 Penalty: 5173.831055
	Iteration 20F: 3 clusters Score -3780012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3780025.500000 Penalty: 5173.831055
	Iteration 21Q: 3 clusters Score -3780026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3780032.250000 Penalty: 5173.831055
	Iteration 22Q: 3 clusters Score -3780032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3780039.500000 Penalty: 5173.831055
	Iteration 23Q: 3 clusters Score -3780040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3780046.250000 Penalty: 5173.831055
	Iteration 24Q: 3 clusters Score -3780046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3780043.750000 Penalty: 5173.831055
	Iteration 25Q: 3 clusters Score -3780044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3780061.000000 Penalty: 5173.831055
	Iteration 26Q: 3 clusters Score -3780061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3780058.000000 Penalty: 5173.831055
	Iteration 27Q: 3 clusters Score -3780058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3780059.500000 Penalty: 5173.831055
	Iteration 28Q: 3 clusters Score -3780060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3780064.000000 Penalty: 5173.831055
	Iteration 29Q: 3 clusters Score -3780064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3780066.750000 Penalty: 5173.831055
	Iteration 30Q: 3 clusters Score -3780067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3780070.250000 Penalty: 5173.831055
	Iteration 31Q: 3 clusters Score -3780070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3780069.500000 Penalty: 5173.831055
	Iteration 32Q: 3 clusters Score -3780070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3780069.250000 Penalty: 5173.831055
	Iteration 33Q: 3 clusters Score -3780069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3780073.000000 Penalty: 5173.831055
	Iteration 34Q: 3 clusters Score -3780073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3780066.000000 Penalty: 5173.831055
	Iteration 35Q: 3 clusters Score -3780066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3780067.250000 Penalty: 5173.831055
	Iteration 36Q: 3 clusters Score -3780067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3780071.750000 Penalty: 5173.831055
	Iteration 37Q: 3 clusters Score -3780072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3780075.750000 Penalty: 5173.831055
	Iteration 38Q: 3 clusters Score -3780076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3780069.500000 Penalty: 5173.831055
	Iteration 39Q: 3 clusters Score -3780070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3780071.750000 Penalty: 5173.831055
	Iteration 40F: 3 clusters Score -3780072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3780075.250000 Penalty: 5173.831055
	Iteration 41Q: 3 clusters Score -3780075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3780075.250000 Penalty: 5173.831055
	Iteration 42Q: 3 clusters Score -3780075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3780075.250000 Penalty: 5173.831055
	Iteration 43Q: 3 clusters Score -3780075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3780079.250000 Penalty: 5173.831055
	Iteration 44Q: 3 clusters Score -3780079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3780079.250000 Penalty: 5173.831055
	Iteration 45Q: 3 clusters Score -3780079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3780076.750000 Penalty: 5173.831055
	Iteration 46Q: 3 clusters Score -3780077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3780077.750000 Penalty: 5173.831055
	Iteration 47Q: 3 clusters Score -3780078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3780077.500000 Penalty: 5173.831055
	Iteration 48Q: 3 clusters Score -3780078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3780077.000000 Penalty: 5173.831055
	Iteration 49Q: 3 clusters Score -3780077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3780077.750000 Penalty: 5173.831055
	Iteration 50Q: 3 clusters Score -3780078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3780078.750000 Penalty: 5173.831055
	Iteration 51Q: 3 clusters Score -3780079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -3780081.750000 Penalty: 5173.831055
	Iteration 52Q: 3 clusters Score -3780082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3780085.750000 Penalty: 5173.831055
	Iteration 53Q: 3 clusters Score -3780086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3780083.000000 Penalty: 5173.831055
	Iteration 54Q: 3 clusters Score -3780083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3780079.750000 Penalty: 5173.831055
	Iteration 55Q: 3 clusters Score -3780080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3780084.250000 Penalty: 5173.831055
	Iteration 56Q: 3 clusters Score -3780084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3780081.750000 Penalty: 5173.831055
	Iteration 57Q: 3 clusters Score -3780082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3780080.750000 Penalty: 5173.831055
	Iteration 58Q: 3 clusters Score -3780081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3780081.000000 Penalty: 5173.831055
	Iteration 59Q: 3 clusters Score -3780081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3780080.250000 Penalty: 5173.831055
	Iteration 60F: 3 clusters Score -3780080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -3780080.000000 Penalty: 5173.831055
	Iteration 61Q: 3 clusters Score -3780080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3780080.500000 Penalty: 5173.831055
	Iteration 62Q: 3 clusters Score -3780080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3780081.250000 Penalty: 5173.831055
	Iteration 63Q: 3 clusters Score -3780081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3780076.250000 Penalty: 5173.831055
	Iteration 64Q: 3 clusters Score -3780076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3780078.250000 Penalty: 5173.831055
	Iteration 65Q: 3 clusters Score -3780078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3780076.750000 Penalty: 5173.831055
	Iteration 66Q: 3 clusters Score -3780077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3780076.000000 Penalty: 5173.831055
	Iteration 67Q: 3 clusters Score -3780076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3780078.000000 Penalty: 5173.831055
	Iteration 68Q: 3 clusters Score -3780078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -3780074.500000 Penalty: 5173.831055
	Iteration 69Q: 3 clusters Score -3780074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -3780073.000000 Penalty: 5173.831055
	Iteration 70Q: 3 clusters Score -3780073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3780076.250000 Penalty: 5173.831055
	Iteration 71Q: 3 clusters Score -3780076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3780076.250000 Penalty: 5173.831055
	Iteration 72F: 3 clusters Score -3780076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -579428.125000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -579428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -574739.500000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -574739.5 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -575855.750000 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -575855.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -576065.187500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -576065.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -576194.437500 Penalty: 4248.728027
	Iteration 3Q: 3 clusters Score -576194.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -576281.500000 Penalty: 4248.728027
	Iteration 4Q: 3 clusters Score -576281.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -576356.812500 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -576356.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -576420.375000 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -576420.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -576486.562500 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -576486.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -576547.125000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -576547.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -576608.437500 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -576608.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -576691.562500 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -576691.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -576785.312500 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -576785.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -576887.687500 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -576887.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -577001.250000 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -577001.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -577123.250000 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -577123.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -577237.750000 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -577237.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -577353.062500 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -577353.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -577508.125000 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -577508.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -577698.750000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -577698.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -577923.812500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -577923.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -578224.812500 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -578224.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -578673.875000 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -578673.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -579087.687500 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -579087.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -579255.937500 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -579255.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -579297.375000 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -579297.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -579307.437500 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -579307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -579309.812500 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -579309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -579308.937500 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -579308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -579310.250000 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -579310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -579310.250000 Penalty: 4248.728027
	Iteration 29F: 3 clusters Score -579310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Entering Unmasked Estep 
Score: -837949.500000 Penalty: 2215.024902
	Iteration 0F: 2 clusters Score -837949.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -831847.812500 Penalty: 4430.049805
	Iteration 0F: 3 clusters Score -831847.8 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -833620.500000 Penalty: 4430.049805
	Iteration 1F: 3 clusters Score -833620.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -834022.125000 Penalty: 4430.049805
	Iteration 2F: 3 clusters Score -834022.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -834369.750000 Penalty: 4430.049805
	Iteration 3F: 3 clusters Score -834369.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -834696.750000 Penalty: 4430.049805
	Iteration 4F: 3 clusters Score -834696.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -835014.187500 Penalty: 4430.049805
	Iteration 5F: 3 clusters Score -835014.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -835397.125000 Penalty: 4430.049805
	Iteration 6F: 3 clusters Score -835397.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -835823.062500 Penalty: 4430.049805
	Iteration 7F: 3 clusters Score -835823.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -836178.250000 Penalty: 4430.049805
	Iteration 8Q: 3 clusters Score -836178.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -836431.875000 Penalty: 4430.049805
	Iteration 9Q: 3 clusters Score -836431.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -836575.625000 Penalty: 4430.049805
	Iteration 10Q: 3 clusters Score -836575.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -836652.687500 Penalty: 4430.049805
	Iteration 11Q: 3 clusters Score -836652.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -836693.250000 Penalty: 4430.049805
	Iteration 12Q: 3 clusters Score -836693.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -836711.000000 Penalty: 4430.049805
	Iteration 13Q: 3 clusters Score -836711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -836720.750000 Penalty: 4430.049805
	Iteration 14Q: 3 clusters Score -836720.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -836727.312500 Penalty: 4430.049805
	Iteration 15Q: 3 clusters Score -836727.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -836734.250000 Penalty: 4430.049805
	Iteration 16Q: 3 clusters Score -836734.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -836738.562500 Penalty: 4430.049805
	Iteration 17Q: 3 clusters Score -836738.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -836737.000000 Penalty: 4430.049805
	Iteration 18Q: 3 clusters Score -836737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -836738.812500 Penalty: 4430.049805
	Iteration 19Q: 3 clusters Score -836738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -836740.812500 Penalty: 4430.049805
	Iteration 20F: 3 clusters Score -836740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -836742.500000 Penalty: 4430.049805
	Iteration 21Q: 3 clusters Score -836742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -836743.375000 Penalty: 4430.049805
	Iteration 22Q: 3 clusters Score -836743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -836743.625000 Penalty: 4430.049805
	Iteration 23Q: 3 clusters Score -836743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -836746.687500 Penalty: 4430.049805
	Iteration 24Q: 3 clusters Score -836746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -836745.375000 Penalty: 4430.049805
	Iteration 25Q: 3 clusters Score -836745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -836745.375000 Penalty: 4430.049805
	Iteration 26F: 3 clusters Score -836745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38904.566406 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38904.57 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39258.222656 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39258.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39575.406250 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39575.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39691.437500 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -39691.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39762.574219 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39762.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39832.527344 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39832.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39961.367188 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -39961.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40027.496094 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -40027.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40075.632812 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40075.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40107.507812 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40107.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40133.542969 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -40133.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40148.789062 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -40148.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40169.242188 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -40169.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40186.523438 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40186.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40189.914062 Penalty: 3035.667480
	Iteration 14F: 3 clusters Score -40189.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40225.421875 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -40225.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40225.421875 Penalty: 3035.667480
	Iteration 16F: 3 clusters Score -40225.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -219759.828125 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -219759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -217171.921875 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -217171.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217610.468750 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -217610.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217730.140625 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -217730.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -217791.031250 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -217791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217835.437500 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -217835.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217862.312500 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -217862.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217873.312500 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -217873.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217880.640625 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -217880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -217885.421875 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -217885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217887.000000 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -217887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217888.218750 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -217888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217889.468750 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -217889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217890.359375 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -217890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217890.359375 Penalty: 3759.267334
	Iteration 13F: 3 clusters Score -217890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38020.484375 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38020.48 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38224.941406 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38224.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38280.820312 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -38280.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38370.394531 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -38370.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38463.976562 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -38463.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38500.519531 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -38500.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38535.929688 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -38535.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38564.250000 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -38564.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38593.625000 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -38593.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38646.347656 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -38646.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38670.273438 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -38670.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38707.925781 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -38707.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38738.949219 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -38738.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38750.042969 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -38750.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38757.300781 Penalty: 3047.516113
	Iteration 14Q: 3 clusters Score -38757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38759.589844 Penalty: 3047.516113
	Iteration 15Q: 3 clusters Score -38759.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38770.964844 Penalty: 3047.516113
	Iteration 16Q: 3 clusters Score -38770.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38770.964844 Penalty: 3047.516113
	Iteration 17F: 3 clusters Score -38770.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -560595.437500 Penalty: 2142.266357
	Iteration 0F: 2 clusters Score -560595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -555700.812500 Penalty: 4284.532715
	Iteration 0F: 3 clusters Score -555700.8 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -557070.125000 Penalty: 4284.532715
	Iteration 1F: 3 clusters Score -557070.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -557542.812500 Penalty: 4284.532715
	Iteration 2F: 3 clusters Score -557542.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -558079.187500 Penalty: 4284.532715
	Iteration 3F: 3 clusters Score -558079.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -558609.250000 Penalty: 4284.532715
	Iteration 4F: 3 clusters Score -558609.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -558933.250000 Penalty: 4284.532715
	Iteration 5F: 3 clusters Score -558933.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -559158.250000 Penalty: 4284.532715
	Iteration 6F: 3 clusters Score -559158.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -559307.937500 Penalty: 4284.532715
	Iteration 7Q: 3 clusters Score -559307.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -559423.062500 Penalty: 4284.532715
	Iteration 8Q: 3 clusters Score -559423.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -559493.187500 Penalty: 4284.532715
	Iteration 9Q: 3 clusters Score -559493.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -559541.937500 Penalty: 4284.532715
	Iteration 10Q: 3 clusters Score -559541.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -559590.625000 Penalty: 4284.532715
	Iteration 11Q: 3 clusters Score -559590.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -559638.937500 Penalty: 4284.532715
	Iteration 12Q: 3 clusters Score -559638.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -559688.125000 Penalty: 4284.532715
	Iteration 13Q: 3 clusters Score -559688.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -559728.500000 Penalty: 4284.532715
	Iteration 14Q: 3 clusters Score -559728.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -559772.500000 Penalty: 4284.532715
	Iteration 15Q: 3 clusters Score -559772.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -559811.062500 Penalty: 4284.532715
	Iteration 16Q: 3 clusters Score -559811.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -559837.375000 Penalty: 4284.532715
	Iteration 17Q: 3 clusters Score -559837.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -559854.187500 Penalty: 4284.532715
	Iteration 18Q: 3 clusters Score -559854.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -559868.062500 Penalty: 4284.532715
	Iteration 19Q: 3 clusters Score -559868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -559883.000000 Penalty: 4284.532715
	Iteration 20F: 3 clusters Score -559883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -559897.000000 Penalty: 4284.532715
	Iteration 21Q: 3 clusters Score -559897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -559907.625000 Penalty: 4284.532715
	Iteration 22Q: 3 clusters Score -559907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -559915.812500 Penalty: 4284.532715
	Iteration 23Q: 3 clusters Score -559915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -559930.187500 Penalty: 4284.532715
	Iteration 24Q: 3 clusters Score -559930.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -559937.000000 Penalty: 4284.532715
	Iteration 25Q: 3 clusters Score -559937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -559940.875000 Penalty: 4284.532715
	Iteration 26Q: 3 clusters Score -559940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -559942.875000 Penalty: 4284.532715
	Iteration 27Q: 3 clusters Score -559942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -559944.187500 Penalty: 4284.532715
	Iteration 28Q: 3 clusters Score -559944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -559944.187500 Penalty: 4284.532715
	Iteration 29F: 3 clusters Score -559944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52260.683594 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52260.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50784.273438 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50784.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51001.367188 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -51001.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51077.695312 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -51077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51102.089844 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -51102.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51116.648438 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -51116.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51122.171875 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -51122.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51129.097656 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -51129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51131.800781 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -51131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51134.281250 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -51134.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51134.281250 Penalty: 3096.142822
	Iteration 9F: 3 clusters Score -51134.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45074.988281 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45074.99 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45369.468750 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45369.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45573.746094 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45573.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45649.000000 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -45649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45692.371094 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45692.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45706.066406 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45706.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45709.812500 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45709.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45716.265625 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45716.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45716.265625 Penalty: 3077.460693
	Iteration 8F: 3 clusters Score -45716.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Entering Unmasked Estep 
Score: -1444748.000000 Penalty: 2339.345459
	Iteration 0F: 2 clusters Score -1444748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1435542.750000 Penalty: 4678.690918
	Iteration 0F: 3 clusters Score -1435543 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1438472.250000 Penalty: 4678.690918
	Iteration 1F: 3 clusters Score -1438472 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1438880.750000 Penalty: 4678.690918
	Iteration 2F: 3 clusters Score -1438881 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1439196.500000 Penalty: 4678.690918
	Iteration 3F: 3 clusters Score -1439196 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1439458.875000 Penalty: 4678.690918
	Iteration 4Q: 3 clusters Score -1439459 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1439674.500000 Penalty: 4678.690918
	Iteration 5Q: 3 clusters Score -1439674 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1439861.625000 Penalty: 4678.690918
	Iteration 6Q: 3 clusters Score -1439862 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1440030.875000 Penalty: 4678.690918
	Iteration 7Q: 3 clusters Score -1440031 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1440172.625000 Penalty: 4678.690918
	Iteration 8Q: 3 clusters Score -1440173 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1440289.875000 Penalty: 4678.690918
	Iteration 9Q: 3 clusters Score -1440290 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1440401.250000 Penalty: 4678.690918
	Iteration 10Q: 3 clusters Score -1440401 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1440512.375000 Penalty: 4678.690918
	Iteration 11Q: 3 clusters Score -1440512 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1440622.375000 Penalty: 4678.690918
	Iteration 12Q: 3 clusters Score -1440622 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1440747.375000 Penalty: 4678.690918
	Iteration 13Q: 3 clusters Score -1440747 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1440875.500000 Penalty: 4678.690918
	Iteration 14Q: 3 clusters Score -1440876 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1440989.750000 Penalty: 4678.690918
	Iteration 15Q: 3 clusters Score -1440990 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1441133.875000 Penalty: 4678.690918
	Iteration 16Q: 3 clusters Score -1441134 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1441276.750000 Penalty: 4678.690918
	Iteration 17Q: 3 clusters Score -1441277 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1441431.250000 Penalty: 4678.690918
	Iteration 18Q: 3 clusters Score -1441431 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1441563.125000 Penalty: 4678.690918
	Iteration 19Q: 3 clusters Score -1441563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1441688.000000 Penalty: 4678.690918
	Iteration 20F: 3 clusters Score -1441688 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1441802.375000 Penalty: 4678.690918
	Iteration 21Q: 3 clusters Score -1441802 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1441906.625000 Penalty: 4678.690918
	Iteration 22Q: 3 clusters Score -1441907 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1442009.125000 Penalty: 4678.690918
	Iteration 23Q: 3 clusters Score -1442009 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1442104.125000 Penalty: 4678.690918
	Iteration 24Q: 3 clusters Score -1442104 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1442160.000000 Penalty: 4678.690918
	Iteration 25Q: 3 clusters Score -1442160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1442238.750000 Penalty: 4678.690918
	Iteration 26Q: 3 clusters Score -1442239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1442318.875000 Penalty: 4678.690918
	Iteration 27Q: 3 clusters Score -1442319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1442392.125000 Penalty: 4678.690918
	Iteration 28Q: 3 clusters Score -1442392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1442440.000000 Penalty: 4678.690918
	Iteration 29Q: 3 clusters Score -1442440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1442481.625000 Penalty: 4678.690918
	Iteration 30Q: 3 clusters Score -1442482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1442519.500000 Penalty: 4678.690918
	Iteration 31Q: 3 clusters Score -1442520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1442561.125000 Penalty: 4678.690918
	Iteration 32Q: 3 clusters Score -1442561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1442592.250000 Penalty: 4678.690918
	Iteration 33Q: 3 clusters Score -1442592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1442619.125000 Penalty: 4678.690918
	Iteration 34Q: 3 clusters Score -1442619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1442638.500000 Penalty: 4678.690918
	Iteration 35Q: 3 clusters Score -1442638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1442654.000000 Penalty: 4678.690918
	Iteration 36Q: 3 clusters Score -1442654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1442672.000000 Penalty: 4678.690918
	Iteration 37Q: 3 clusters Score -1442672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1442685.500000 Penalty: 4678.690918
	Iteration 38Q: 3 clusters Score -1442686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1442699.500000 Penalty: 4678.690918
	Iteration 39Q: 3 clusters Score -1442700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1442709.250000 Penalty: 4678.690918
	Iteration 40F: 3 clusters Score -1442709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1442720.125000 Penalty: 4678.690918
	Iteration 41Q: 3 clusters Score -1442720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1442728.625000 Penalty: 4678.690918
	Iteration 42Q: 3 clusters Score -1442729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1442732.375000 Penalty: 4678.690918
	Iteration 43Q: 3 clusters Score -1442732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1442736.125000 Penalty: 4678.690918
	Iteration 44Q: 3 clusters Score -1442736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1442742.125000 Penalty: 4678.690918
	Iteration 45Q: 3 clusters Score -1442742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1442747.750000 Penalty: 4678.690918
	Iteration 46Q: 3 clusters Score -1442748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1442753.750000 Penalty: 4678.690918
	Iteration 47Q: 3 clusters Score -1442754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1442758.125000 Penalty: 4678.690918
	Iteration 48Q: 3 clusters Score -1442758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1442757.000000 Penalty: 4678.690918
	Iteration 49Q: 3 clusters Score -1442757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1442757.000000 Penalty: 4678.690918
	Iteration 50F: 3 clusters Score -1442757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -356824.031250 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -356824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -353424.156250 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -353424.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -354120.375000 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -354120.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -354313.156250 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -354313.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -354444.875000 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -354444.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -354514.937500 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -354514.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -354575.750000 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -354575.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -354626.000000 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -354626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -354665.500000 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -354665.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -354696.218750 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -354696.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -354718.281250 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -354718.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -354741.375000 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -354741.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354761.625000 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -354761.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -354780.406250 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -354780.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354794.187500 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -354794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -354806.593750 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -354806.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -354820.093750 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -354820.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -354834.468750 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -354834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -354845.031250 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -354845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -354852.593750 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -354852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -354857.156250 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -354857.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -354865.812500 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -354865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -354871.437500 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -354871.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -354876.625000 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -354876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -354880.625000 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -354880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -354885.625000 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -354885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -354890.843750 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -354890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -354896.875000 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -354896.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -354902.125000 Penalty: 4000.839111
	Iteration 27Q: 3 clusters Score -354902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -354905.875000 Penalty: 4000.839111
	Iteration 28Q: 3 clusters Score -354905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -354907.843750 Penalty: 4000.839111
	Iteration 29Q: 3 clusters Score -354907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -354908.343750 Penalty: 4000.839111
	Iteration 30Q: 3 clusters Score -354908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -354908.593750 Penalty: 4000.839111
	Iteration 31Q: 3 clusters Score -354908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -354909.625000 Penalty: 4000.839111
	Iteration 32Q: 3 clusters Score -354909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -354911.187500 Penalty: 4000.839111
	Iteration 33Q: 3 clusters Score -354911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -354912.656250 Penalty: 4000.839111
	Iteration 34Q: 3 clusters Score -354912.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -354915.937500 Penalty: 4000.839111
	Iteration 35Q: 3 clusters Score -354915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -354919.062500 Penalty: 4000.839111
	Iteration 36Q: 3 clusters Score -354919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -354922.281250 Penalty: 4000.839111
	Iteration 37Q: 3 clusters Score -354922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -354925.250000 Penalty: 4000.839111
	Iteration 38Q: 3 clusters Score -354925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -354926.812500 Penalty: 4000.839111
	Iteration 39Q: 3 clusters Score -354926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -354928.468750 Penalty: 4000.839111
	Iteration 40F: 3 clusters Score -354928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -354928.062500 Penalty: 4000.839111
	Iteration 41Q: 3 clusters Score -354928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -354929.968750 Penalty: 4000.839111
	Iteration 42Q: 3 clusters Score -354930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354930.031250 Penalty: 4000.839111
	Iteration 43Q: 3 clusters Score -354930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354930.031250 Penalty: 4000.839111
	Iteration 44F: 3 clusters Score -354930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Entering Unmasked Estep 
Score: -3691278.500000 Penalty: 2582.776855
	Iteration 0F: 2 clusters Score -3691278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3668508.000000 Penalty: 5165.553711
	Iteration 0F: 3 clusters Score -3668508 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3676825.250000 Penalty: 5165.553711
	Iteration 1F: 3 clusters Score -3676825 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3677480.500000 Penalty: 5165.553711
	Iteration 2Q: 3 clusters Score -3677480 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3678280.500000 Penalty: 5165.553711
	Iteration 3Q: 3 clusters Score -3678280 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3679402.250000 Penalty: 5165.553711
	Iteration 4F: 3 clusters Score -3679402 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3680792.500000 Penalty: 5165.553711
	Iteration 5F: 3 clusters Score -3680792 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3682228.500000 Penalty: 5165.553711
	Iteration 6F: 3 clusters Score -3682228 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3683621.750000 Penalty: 5165.553711
	Iteration 7F: 3 clusters Score -3683622 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3684975.750000 Penalty: 5165.553711
	Iteration 8F: 3 clusters Score -3684976 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3686205.500000 Penalty: 5165.553711
	Iteration 9F: 3 clusters Score -3686206 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3687171.750000 Penalty: 5165.553711
	Iteration 10Q: 3 clusters Score -3687172 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3687868.500000 Penalty: 5165.553711
	Iteration 11Q: 3 clusters Score -3687868 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3688340.750000 Penalty: 5165.553711
	Iteration 12Q: 3 clusters Score -3688341 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3688671.750000 Penalty: 5165.553711
	Iteration 13Q: 3 clusters Score -3688672 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3688924.500000 Penalty: 5165.553711
	Iteration 14Q: 3 clusters Score -3688924 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3689113.750000 Penalty: 5165.553711
	Iteration 15Q: 3 clusters Score -3689114 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3689222.500000 Penalty: 5165.553711
	Iteration 16Q: 3 clusters Score -3689222 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3689289.750000 Penalty: 5165.553711
	Iteration 17Q: 3 clusters Score -3689290 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3689366.250000 Penalty: 5165.553711
	Iteration 18Q: 3 clusters Score -3689366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3689440.500000 Penalty: 5165.553711
	Iteration 19Q: 3 clusters Score -3689440 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3689482.500000 Penalty: 5165.553711
	Iteration 20F: 3 clusters Score -3689482 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3689493.750000 Penalty: 5165.553711
	Iteration 21Q: 3 clusters Score -3689494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3689534.750000 Penalty: 5165.553711
	Iteration 22Q: 3 clusters Score -3689535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3689561.500000 Penalty: 5165.553711
	Iteration 23Q: 3 clusters Score -3689562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3689578.000000 Penalty: 5165.553711
	Iteration 24Q: 3 clusters Score -3689578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3689588.250000 Penalty: 5165.553711
	Iteration 25Q: 3 clusters Score -3689588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3689593.500000 Penalty: 5165.553711
	Iteration 26Q: 3 clusters Score -3689594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3689609.000000 Penalty: 5165.553711
	Iteration 27Q: 3 clusters Score -3689609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3689612.500000 Penalty: 5165.553711
	Iteration 28Q: 3 clusters Score -3689612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3689625.000000 Penalty: 5165.553711
	Iteration 29Q: 3 clusters Score -3689625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3689624.750000 Penalty: 5165.553711
	Iteration 30Q: 3 clusters Score -3689625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3689628.750000 Penalty: 5165.553711
	Iteration 31Q: 3 clusters Score -3689629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3689640.000000 Penalty: 5165.553711
	Iteration 32Q: 3 clusters Score -3689640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3689634.250000 Penalty: 5165.553711
	Iteration 33Q: 3 clusters Score -3689634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3689638.500000 Penalty: 5165.553711
	Iteration 34Q: 3 clusters Score -3689638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3689643.750000 Penalty: 5165.553711
	Iteration 35Q: 3 clusters Score -3689644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3689641.750000 Penalty: 5165.553711
	Iteration 36Q: 3 clusters Score -3689642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3689634.250000 Penalty: 5165.553711
	Iteration 37Q: 3 clusters Score -3689634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3689637.250000 Penalty: 5165.553711
	Iteration 38Q: 3 clusters Score -3689637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3689637.500000 Penalty: 5165.553711
	Iteration 39Q: 3 clusters Score -3689638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3689646.000000 Penalty: 5165.553711
	Iteration 40F: 3 clusters Score -3689646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3689656.750000 Penalty: 5165.553711
	Iteration 41Q: 3 clusters Score -3689657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3689656.250000 Penalty: 5165.553711
	Iteration 42Q: 3 clusters Score -3689656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3689654.750000 Penalty: 5165.553711
	Iteration 43Q: 3 clusters Score -3689655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3689660.000000 Penalty: 5165.553711
	Iteration 44Q: 3 clusters Score -3689660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3689664.750000 Penalty: 5165.553711
	Iteration 45Q: 3 clusters Score -3689665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3689674.500000 Penalty: 5165.553711
	Iteration 46Q: 3 clusters Score -3689674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3689674.750000 Penalty: 5165.553711
	Iteration 47Q: 3 clusters Score -3689675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3689678.000000 Penalty: 5165.553711
	Iteration 48Q: 3 clusters Score -3689678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3689671.250000 Penalty: 5165.553711
	Iteration 49Q: 3 clusters Score -3689671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3689669.750000 Penalty: 5165.553711
	Iteration 50Q: 3 clusters Score -3689670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3689673.000000 Penalty: 5165.553711
	Iteration 51Q: 3 clusters Score -3689673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3689671.000000 Penalty: 5165.553711
	Iteration 52Q: 3 clusters Score -3689671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3689670.500000 Penalty: 5165.553711
	Iteration 53Q: 3 clusters Score -3689670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3689670.500000 Penalty: 5165.553711
	Iteration 54Q: 3 clusters Score -3689670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3689676.000000 Penalty: 5165.553711
	Iteration 55Q: 3 clusters Score -3689676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3689676.000000 Penalty: 5165.553711
	Iteration 56Q: 3 clusters Score -3689676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3689673.500000 Penalty: 5165.553711
	Iteration 57Q: 3 clusters Score -3689674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3689673.750000 Penalty: 5165.553711
	Iteration 58Q: 3 clusters Score -3689674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3689668.750000 Penalty: 5165.553711
	Iteration 59Q: 3 clusters Score -3689669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3689672.250000 Penalty: 5165.553711
	Iteration 60F: 3 clusters Score -3689672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3689669.000000 Penalty: 5165.553711
	Iteration 61Q: 3 clusters Score -3689669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3689669.500000 Penalty: 5165.553711
	Iteration 62Q: 3 clusters Score -3689670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3689665.000000 Penalty: 5165.553711
	Iteration 63Q: 3 clusters Score -3689665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3689663.750000 Penalty: 5165.553711
	Iteration 64Q: 3 clusters Score -3689664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3689661.500000 Penalty: 5165.553711
	Iteration 65Q: 3 clusters Score -3689662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3689656.500000 Penalty: 5165.553711
	Iteration 66Q: 3 clusters Score -3689656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3689663.000000 Penalty: 5165.553711
	Iteration 67Q: 3 clusters Score -3689663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3689667.250000 Penalty: 5165.553711
	Iteration 68Q: 3 clusters Score -3689667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3689670.500000 Penalty: 5165.553711
	Iteration 69Q: 3 clusters Score -3689670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3689672.250000 Penalty: 5165.553711
	Iteration 70Q: 3 clusters Score -3689672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3689668.000000 Penalty: 5165.553711
	Iteration 71Q: 3 clusters Score -3689668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3689667.000000 Penalty: 5165.553711
	Iteration 72Q: 3 clusters Score -3689667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3689661.500000 Penalty: 5165.553711
	Iteration 73Q: 3 clusters Score -3689662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3689660.500000 Penalty: 5165.553711
	Iteration 74Q: 3 clusters Score -3689660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3689661.000000 Penalty: 5165.553711
	Iteration 75Q: 3 clusters Score -3689661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3689660.000000 Penalty: 5165.553711
	Iteration 76Q: 3 clusters Score -3689660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3689661.750000 Penalty: 5165.553711
	Iteration 77Q: 3 clusters Score -3689662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3689662.500000 Penalty: 5165.553711
	Iteration 78Q: 3 clusters Score -3689662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3689662.500000 Penalty: 5165.553711
	Iteration 79F: 3 clusters Score -3689662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (40940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Entering Unmasked Estep 
Score: -4240488.500000 Penalty: 2633.725830
	Iteration 0F: 2 clusters Score -4240488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4212692.500000 Penalty: 5267.451660
	Iteration 0F: 3 clusters Score -4212692 nChanged 18675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4223045.500000 Penalty: 5267.451660
	Iteration 1F: 3 clusters Score -4223046 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4223612.500000 Penalty: 5267.451660
	Iteration 2Q: 3 clusters Score -4223612 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4224232.500000 Penalty: 5267.451660
	Iteration 3Q: 3 clusters Score -4224232 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4224984.000000 Penalty: 5267.451660
	Iteration 4Q: 3 clusters Score -4224984 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4225934.000000 Penalty: 5267.451660
	Iteration 5Q: 3 clusters Score -4225934 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4227070.500000 Penalty: 5267.451660
	Iteration 6F: 3 clusters Score -4227070 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4228245.500000 Penalty: 5267.451660
	Iteration 7F: 3 clusters Score -4228246 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4229540.000000 Penalty: 5267.451660
	Iteration 8F: 3 clusters Score -4229540 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4230971.000000 Penalty: 5267.451660
	Iteration 9F: 3 clusters Score -4230971 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4232343.000000 Penalty: 5267.451660
	Iteration 10F: 3 clusters Score -4232343 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4233474.000000 Penalty: 5267.451660
	Iteration 11Q: 3 clusters Score -4233474 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4234305.000000 Penalty: 5267.451660
	Iteration 12Q: 3 clusters Score -4234305 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4234825.500000 Penalty: 5267.451660
	Iteration 13Q: 3 clusters Score -4234826 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4235227.000000 Penalty: 5267.451660
	Iteration 14Q: 3 clusters Score -4235227 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4235557.000000 Penalty: 5267.451660
	Iteration 15Q: 3 clusters Score -4235557 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4235803.000000 Penalty: 5267.451660
	Iteration 16Q: 3 clusters Score -4235803 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4236032.000000 Penalty: 5267.451660
	Iteration 17Q: 3 clusters Score -4236032 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4236186.500000 Penalty: 5267.451660
	Iteration 18Q: 3 clusters Score -4236186 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4236375.500000 Penalty: 5267.451660
	Iteration 19Q: 3 clusters Score -4236376 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4236572.000000 Penalty: 5267.451660
	Iteration 20F: 3 clusters Score -4236572 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4236745.500000 Penalty: 5267.451660
	Iteration 21Q: 3 clusters Score -4236746 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4236938.500000 Penalty: 5267.451660
	Iteration 22Q: 3 clusters Score -4236938 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4237150.500000 Penalty: 5267.451660
	Iteration 23Q: 3 clusters Score -4237150 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4237284.500000 Penalty: 5267.451660
	Iteration 24Q: 3 clusters Score -4237284 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4237425.000000 Penalty: 5267.451660
	Iteration 25Q: 3 clusters Score -4237425 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4237562.500000 Penalty: 5267.451660
	Iteration 26Q: 3 clusters Score -4237562 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4237676.000000 Penalty: 5267.451660
	Iteration 27Q: 3 clusters Score -4237676 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4237747.000000 Penalty: 5267.451660
	Iteration 28Q: 3 clusters Score -4237747 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4237829.500000 Penalty: 5267.451660
	Iteration 29Q: 3 clusters Score -4237830 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4237927.000000 Penalty: 5267.451660
	Iteration 30Q: 3 clusters Score -4237927 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4237996.500000 Penalty: 5267.451660
	Iteration 31Q: 3 clusters Score -4237996 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4238113.500000 Penalty: 5267.451660
	Iteration 32Q: 3 clusters Score -4238114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4238237.500000 Penalty: 5267.451660
	Iteration 33Q: 3 clusters Score -4238238 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4238320.000000 Penalty: 5267.451660
	Iteration 34Q: 3 clusters Score -4238320 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4238450.000000 Penalty: 5267.451660
	Iteration 35Q: 3 clusters Score -4238450 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4238586.500000 Penalty: 5267.451660
	Iteration 36Q: 3 clusters Score -4238586 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4238745.500000 Penalty: 5267.451660
	Iteration 37Q: 3 clusters Score -4238746 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4238873.000000 Penalty: 5267.451660
	Iteration 38Q: 3 clusters Score -4238873 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4239068.500000 Penalty: 5267.451660
	Iteration 39Q: 3 clusters Score -4239068 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4239220.000000 Penalty: 5267.451660
	Iteration 40F: 3 clusters Score -4239220 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4239385.500000 Penalty: 5267.451660
	Iteration 41Q: 3 clusters Score -4239386 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4239548.000000 Penalty: 5267.451660
	Iteration 42Q: 3 clusters Score -4239548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4239667.500000 Penalty: 5267.451660
	Iteration 43Q: 3 clusters Score -4239668 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4239764.000000 Penalty: 5267.451660
	Iteration 44Q: 3 clusters Score -4239764 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4239811.000000 Penalty: 5267.451660
	Iteration 45Q: 3 clusters Score -4239811 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4239884.000000 Penalty: 5267.451660
	Iteration 46Q: 3 clusters Score -4239884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4239936.500000 Penalty: 5267.451660
	Iteration 47Q: 3 clusters Score -4239936 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4239958.500000 Penalty: 5267.451660
	Iteration 48Q: 3 clusters Score -4239958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4239981.500000 Penalty: 5267.451660
	Iteration 49Q: 3 clusters Score -4239982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4239994.000000 Penalty: 5267.451660
	Iteration 50Q: 3 clusters Score -4239994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4240025.500000 Penalty: 5267.451660
	Iteration 51Q: 3 clusters Score -4240026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4240032.500000 Penalty: 5267.451660
	Iteration 52Q: 3 clusters Score -4240032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4240042.000000 Penalty: 5267.451660
	Iteration 53Q: 3 clusters Score -4240042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4240030.000000 Penalty: 5267.451660
	Iteration 54Q: 3 clusters Score -4240030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4240028.500000 Penalty: 5267.451660
	Iteration 55Q: 3 clusters Score -4240028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4240033.000000 Penalty: 5267.451660
	Iteration 56Q: 3 clusters Score -4240033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4240044.500000 Penalty: 5267.451660
	Iteration 57Q: 3 clusters Score -4240044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4240045.000000 Penalty: 5267.451660
	Iteration 58Q: 3 clusters Score -4240045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4240050.000000 Penalty: 5267.451660
	Iteration 59Q: 3 clusters Score -4240050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4240044.500000 Penalty: 5267.451660
	Iteration 60F: 3 clusters Score -4240044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4240046.500000 Penalty: 5267.451660
	Iteration 61Q: 3 clusters Score -4240046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4240046.000000 Penalty: 5267.451660
	Iteration 62Q: 3 clusters Score -4240046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4240048.000000 Penalty: 5267.451660
	Iteration 63Q: 3 clusters Score -4240048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4240044.500000 Penalty: 5267.451660
	Iteration 64Q: 3 clusters Score -4240044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4240046.500000 Penalty: 5267.451660
	Iteration 65Q: 3 clusters Score -4240046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4240045.500000 Penalty: 5267.451660
	Iteration 66Q: 3 clusters Score -4240046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4240046.000000 Penalty: 5267.451660
	Iteration 67Q: 3 clusters Score -4240046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4240045.000000 Penalty: 5267.451660
	Iteration 68Q: 3 clusters Score -4240045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4240045.000000 Penalty: 5267.451660
	Iteration 69Q: 3 clusters Score -4240045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4240045.000000 Penalty: 5267.451660
	Iteration 70F: 3 clusters Score -4240045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -562037.625000 Penalty: 2103.068359
	Iteration 0F: 2 clusters Score -562037.6 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 2359 members 
Entering Unmasked Estep 
Score: -557576.562500 Penalty: 4206.136719
	Iteration 0F: 3 clusters Score -557576.6 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -558612.500000 Penalty: 4206.136719
	Iteration 1F: 3 clusters Score -558612.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -558816.750000 Penalty: 4206.136719
	Iteration 2F: 3 clusters Score -558816.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -558938.812500 Penalty: 4206.136719
	Iteration 3Q: 3 clusters Score -558938.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -559048.312500 Penalty: 4206.136719
	Iteration 4Q: 3 clusters Score -559048.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -559144.875000 Penalty: 4206.136719
	Iteration 5Q: 3 clusters Score -559144.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -559249.937500 Penalty: 4206.136719
	Iteration 6Q: 3 clusters Score -559249.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -559347.500000 Penalty: 4206.136719
	Iteration 7Q: 3 clusters Score -559347.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -559440.312500 Penalty: 4206.136719
	Iteration 8Q: 3 clusters Score -559440.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -559522.750000 Penalty: 4206.136719
	Iteration 9Q: 3 clusters Score -559522.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -559614.250000 Penalty: 4206.136719
	Iteration 10Q: 3 clusters Score -559614.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -559688.437500 Penalty: 4206.136719
	Iteration 11Q: 3 clusters Score -559688.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -559740.250000 Penalty: 4206.136719
	Iteration 12Q: 3 clusters Score -559740.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -559801.812500 Penalty: 4206.136719
	Iteration 13Q: 3 clusters Score -559801.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -559860.312500 Penalty: 4206.136719
	Iteration 14Q: 3 clusters Score -559860.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -559922.062500 Penalty: 4206.136719
	Iteration 15Q: 3 clusters Score -559922.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -559965.187500 Penalty: 4206.136719
	Iteration 16Q: 3 clusters Score -559965.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -560008.375000 Penalty: 4206.136719
	Iteration 17Q: 3 clusters Score -560008.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -560028.812500 Penalty: 4206.136719
	Iteration 18Q: 3 clusters Score -560028.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -560047.250000 Penalty: 4206.136719
	Iteration 19Q: 3 clusters Score -560047.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -560069.125000 Penalty: 4206.136719
	Iteration 20F: 3 clusters Score -560069.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -560089.375000 Penalty: 4206.136719
	Iteration 21Q: 3 clusters Score -560089.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -560107.250000 Penalty: 4206.136719
	Iteration 22Q: 3 clusters Score -560107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -560120.312500 Penalty: 4206.136719
	Iteration 23Q: 3 clusters Score -560120.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -560130.750000 Penalty: 4206.136719
	Iteration 24Q: 3 clusters Score -560130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -560134.437500 Penalty: 4206.136719
	Iteration 25Q: 3 clusters Score -560134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -560137.125000 Penalty: 4206.136719
	Iteration 26Q: 3 clusters Score -560137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -560143.062500 Penalty: 4206.136719
	Iteration 27Q: 3 clusters Score -560143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -560150.125000 Penalty: 4206.136719
	Iteration 28Q: 3 clusters Score -560150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -560155.000000 Penalty: 4206.136719
	Iteration 29Q: 3 clusters Score -560155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -560162.437500 Penalty: 4206.136719
	Iteration 30Q: 3 clusters Score -560162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -560169.937500 Penalty: 4206.136719
	Iteration 31Q: 3 clusters Score -560169.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -560178.500000 Penalty: 4206.136719
	Iteration 32Q: 3 clusters Score -560178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -560183.000000 Penalty: 4206.136719
	Iteration 33Q: 3 clusters Score -560183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -560187.437500 Penalty: 4206.136719
	Iteration 34Q: 3 clusters Score -560187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -560187.437500 Penalty: 4206.136719
	Iteration 35F: 3 clusters Score -560187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49786 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 126691 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 36978 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45461 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75142 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110753 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12492 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33337 members 
Mstep: Class 41 contains 40940 members 
Mstep: Class 42 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931872.000000 Penalty: 147466.703125
Iteration 279Q: 44 clusters Score -1.109319e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49811 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 126940 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13684 members 
Mstep: Class 13 contains 16181 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 37047 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45505 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75222 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110757 members 
Mstep: Class 27 contains 3772 members 
Mstep: Class 28 contains 1418 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12522 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33345 members 
Mstep: Class 41 contains 40993 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 298744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932144.000000 Penalty: 147466.703125
Iteration 280F: 44 clusters Score -1.109321e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49610 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16933 members 
Mstep: Class 9 contains 126498 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 16181 members 
Mstep: Class 14 contains 14626 members 
Mstep: Class 15 contains 36964 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 45402 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75141 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110752 members 
Mstep: Class 27 contains 3853 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12534 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33339 members 
Mstep: Class 41 contains 40968 members 
Mstep: Class 42 contains 4844 members 
Mstep: Class 43 contains 299657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932088.000000 Penalty: 147466.703125
Iteration 281Q: 44 clusters Score -1.109321e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49508 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 126155 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 36912 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 45339 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75118 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2965 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110747 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12540 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33341 members 
Mstep: Class 41 contains 40963 members 
Mstep: Class 42 contains 4853 members 
Mstep: Class 43 contains 300176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932256.000000 Penalty: 147466.703125
Iteration 282Q: 44 clusters Score -1.109323e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49438 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 125853 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13624 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 14 contains 14601 members 
Mstep: Class 15 contains 36879 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16506 members 
Mstep: Class 18 contains 45308 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75108 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110742 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 1423 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12544 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33341 members 
Mstep: Class 41 contains 40961 members 
Mstep: Class 42 contains 4859 members 
Mstep: Class 43 contains 300555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932224.000000 Penalty: 147466.703125
Iteration 283Q: 44 clusters Score -1.109322e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49400 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16910 members 
Mstep: Class 9 contains 125545 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13615 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 36856 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16504 members 
Mstep: Class 18 contains 45273 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75106 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110743 members 
Mstep: Class 27 contains 4114 members 
Mstep: Class 28 contains 1423 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12549 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33342 members 
Mstep: Class 41 contains 40967 members 
Mstep: Class 42 contains 4866 members 
Mstep: Class 43 contains 300887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931944.000000 Penalty: 147466.703125
Iteration 284Q: 44 clusters Score -1.109319e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49373 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 125201 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 14 contains 14577 members 
Mstep: Class 15 contains 36836 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16499 members 
Mstep: Class 18 contains 45247 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75123 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110745 members 
Mstep: Class 27 contains 4175 members 
Mstep: Class 28 contains 1423 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12553 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33349 members 
Mstep: Class 41 contains 40964 members 
Mstep: Class 42 contains 4871 members 
Mstep: Class 43 contains 301221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931776.000000 Penalty: 147466.703125
Iteration 285Q: 44 clusters Score -1.109318e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49332 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 124839 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 36812 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16498 members 
Mstep: Class 18 contains 45234 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75160 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110745 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 1424 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12554 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33352 members 
Mstep: Class 41 contains 40959 members 
Mstep: Class 42 contains 4875 members 
Mstep: Class 43 contains 301557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931808.000000 Penalty: 147466.703125
Iteration 286Q: 44 clusters Score -1.109318e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49306 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16921 members 
Mstep: Class 9 contains 124491 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 16185 members 
Mstep: Class 14 contains 14551 members 
Mstep: Class 15 contains 36785 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45217 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2980 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110744 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 1425 members 
Mstep: Class 29 contains 33898 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12563 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33353 members 
Mstep: Class 41 contains 40954 members 
Mstep: Class 42 contains 4883 members 
Mstep: Class 43 contains 301879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931704.000000 Penalty: 147466.703125
Iteration 287Q: 44 clusters Score -1.109317e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49291 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16923 members 
Mstep: Class 9 contains 124137 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 16180 members 
Mstep: Class 14 contains 14541 members 
Mstep: Class 15 contains 36758 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16496 members 
Mstep: Class 18 contains 45197 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75215 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110745 members 
Mstep: Class 27 contains 4385 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33900 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12567 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33358 members 
Mstep: Class 41 contains 40960 members 
Mstep: Class 42 contains 4890 members 
Mstep: Class 43 contains 302191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931744.000000 Penalty: 147466.703125
Iteration 288Q: 44 clusters Score -1.109317e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49279 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16929 members 
Mstep: Class 9 contains 123809 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13584 members 
Mstep: Class 13 contains 16178 members 
Mstep: Class 14 contains 14534 members 
Mstep: Class 15 contains 36736 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16495 members 
Mstep: Class 18 contains 45189 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75232 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110743 members 
Mstep: Class 27 contains 4447 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33901 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12570 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33360 members 
Mstep: Class 41 contains 40963 members 
Mstep: Class 42 contains 4896 members 
Mstep: Class 43 contains 302472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931552.000000 Penalty: 147466.703125
Iteration 289Q: 44 clusters Score -1.109316e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49271 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16929 members 
Mstep: Class 9 contains 123528 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13579 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 36717 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45182 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75265 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110743 members 
Mstep: Class 27 contains 4493 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33901 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12570 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33367 members 
Mstep: Class 41 contains 40969 members 
Mstep: Class 42 contains 4907 members 
Mstep: Class 43 contains 302699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931496.000000 Penalty: 147466.703125
Iteration 290Q: 44 clusters Score -1.109315e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49277 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16938 members 
Mstep: Class 9 contains 123273 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13568 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 14518 members 
Mstep: Class 15 contains 36712 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45162 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75299 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110742 members 
Mstep: Class 27 contains 4541 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33901 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12571 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33380 members 
Mstep: Class 41 contains 40975 members 
Mstep: Class 42 contains 4910 members 
Mstep: Class 43 contains 302881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931392.000000 Penalty: 147466.703125
Iteration 291Q: 44 clusters Score -1.109314e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49268 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 123047 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13557 members 
Mstep: Class 13 contains 16172 members 
Mstep: Class 14 contains 14512 members 
Mstep: Class 15 contains 36705 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16490 members 
Mstep: Class 18 contains 45149 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75346 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110739 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33901 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12577 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33386 members 
Mstep: Class 41 contains 40984 members 
Mstep: Class 42 contains 4912 members 
Mstep: Class 43 contains 303043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931096.000000 Penalty: 147466.703125
Iteration 292Q: 44 clusters Score -1.109311e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49263 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16948 members 
Mstep: Class 9 contains 122841 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13555 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 14 contains 14506 members 
Mstep: Class 15 contains 36699 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75385 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110736 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33901 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12583 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33385 members 
Mstep: Class 41 contains 40988 members 
Mstep: Class 42 contains 4913 members 
Mstep: Class 43 contains 303198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 147466.703125
Iteration 293Q: 44 clusters Score -1.10931e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49279 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 122625 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13555 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 14 contains 14495 members 
Mstep: Class 15 contains 36699 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45127 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75426 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110736 members 
Mstep: Class 27 contains 4637 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12586 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33385 members 
Mstep: Class 41 contains 40987 members 
Mstep: Class 42 contains 4915 members 
Mstep: Class 43 contains 303350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931032.000000 Penalty: 147466.703125
Iteration 294Q: 44 clusters Score -1.10931e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49291 members 
Mstep: Class 5 contains 2973 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 122408 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13550 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 14 contains 14478 members 
Mstep: Class 15 contains 36703 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45123 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75472 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110736 members 
Mstep: Class 27 contains 4658 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33902 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12587 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 40974 members 
Mstep: Class 42 contains 4915 members 
Mstep: Class 43 contains 303520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931016.000000 Penalty: 147466.703125
Iteration 295Q: 44 clusters Score -1.10931e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49303 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16938 members 
Mstep: Class 9 contains 122233 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14469 members 
Mstep: Class 15 contains 36706 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16490 members 
Mstep: Class 18 contains 45123 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 75517 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110735 members 
Mstep: Class 27 contains 4682 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12593 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 40973 members 
Mstep: Class 42 contains 4917 members 
Mstep: Class 43 contains 303618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 147466.703125
Iteration 296Q: 44 clusters Score -1.10931e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49311 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 122079 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14469 members 
Mstep: Class 15 contains 36710 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16487 members 
Mstep: Class 18 contains 45117 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75556 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110734 members 
Mstep: Class 27 contains 4695 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12599 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 40973 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 303703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930920.000000 Penalty: 147466.703125
Iteration 297Q: 44 clusters Score -1.109309e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49333 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 121936 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14467 members 
Mstep: Class 15 contains 36712 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 45116 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75592 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110733 members 
Mstep: Class 27 contains 4713 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12605 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 40988 members 
Mstep: Class 42 contains 4923 members 
Mstep: Class 43 contains 303744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930920.000000 Penalty: 147466.703125
Iteration 298Q: 44 clusters Score -1.109309e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 121811 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14465 members 
Mstep: Class 15 contains 36715 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 45109 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75620 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2992 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 515 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12611 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33388 members 
Mstep: Class 41 contains 40990 members 
Mstep: Class 42 contains 4927 members 
Mstep: Class 43 contains 303808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 147466.703125
Iteration 299Q: 44 clusters Score -1.10931e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 2984 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 121682 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14461 members 
Mstep: Class 15 contains 36716 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16487 members 
Mstep: Class 18 contains 45109 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75649 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110729 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33902 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 515 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12614 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33388 members 
Mstep: Class 41 contains 40998 members 
Mstep: Class 42 contains 4932 members 
Mstep: Class 43 contains 303882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931000.000000 Penalty: 147466.703125
Iteration 300F: 44 clusters Score -1.10931e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49349 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 121563 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 36720 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 45108 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75670 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110726 members 
Mstep: Class 27 contains 4753 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12618 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33389 members 
Mstep: Class 41 contains 41005 members 
Mstep: Class 42 contains 4935 members 
Mstep: Class 43 contains 303941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931208.000000 Penalty: 147466.703125
Iteration 301Q: 44 clusters Score -1.109312e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49349 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 121435 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 36720 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 45108 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75692 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110727 members 
Mstep: Class 27 contains 4774 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33905 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12622 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 41006 members 
Mstep: Class 42 contains 4940 members 
Mstep: Class 43 contains 304007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931136.000000 Penalty: 147466.703125
Iteration 302Q: 44 clusters Score -1.109311e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 121339 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 45114 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75713 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110727 members 
Mstep: Class 27 contains 4788 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33905 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7568 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12624 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 41013 members 
Mstep: Class 42 contains 4944 members 
Mstep: Class 43 contains 304049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930944.000000 Penalty: 147466.703125
Iteration 303Q: 44 clusters Score -1.109309e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49350 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 16978 members 
Mstep: Class 9 contains 121254 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13554 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 36720 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16487 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75728 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110726 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33905 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12627 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33386 members 
Mstep: Class 41 contains 41020 members 
Mstep: Class 42 contains 4946 members 
Mstep: Class 43 contains 304074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931080.000000 Penalty: 147466.703125
Iteration 304Q: 44 clusters Score -1.109311e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49357 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7059 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 121185 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 36720 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16488 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75745 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110725 members 
Mstep: Class 27 contains 4816 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33905 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12628 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33387 members 
Mstep: Class 41 contains 41025 members 
Mstep: Class 42 contains 4948 members 
Mstep: Class 43 contains 304093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931048.000000 Penalty: 147466.703125
Iteration 305Q: 44 clusters Score -1.10931e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49360 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 16983 members 
Mstep: Class 9 contains 121108 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 36716 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45124 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75761 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110719 members 
Mstep: Class 27 contains 4828 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12625 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33388 members 
Mstep: Class 41 contains 41031 members 
Mstep: Class 42 contains 4952 members 
Mstep: Class 43 contains 304135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931112.000000 Penalty: 147466.703125
Iteration 306Q: 44 clusters Score -1.109311e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49367 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16986 members 
Mstep: Class 9 contains 121034 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 36719 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45125 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75785 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110717 members 
Mstep: Class 27 contains 4836 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12627 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 41037 members 
Mstep: Class 42 contains 4958 members 
Mstep: Class 43 contains 304148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930992.000000 Penalty: 147466.703125
Iteration 307Q: 44 clusters Score -1.10931e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49367 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16987 members 
Mstep: Class 9 contains 120966 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 14433 members 
Mstep: Class 15 contains 36716 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16491 members 
Mstep: Class 18 contains 45124 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75809 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110716 members 
Mstep: Class 27 contains 4856 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12629 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33391 members 
Mstep: Class 41 contains 41040 members 
Mstep: Class 42 contains 4967 members 
Mstep: Class 43 contains 304165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931008.000000 Penalty: 147466.703125
Iteration 308Q: 44 clusters Score -1.10931e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49370 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 120897 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14430 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16491 members 
Mstep: Class 18 contains 45122 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75826 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110716 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12630 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33391 members 
Mstep: Class 41 contains 41043 members 
Mstep: Class 42 contains 4972 members 
Mstep: Class 43 contains 304195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 147466.703125
Iteration 309Q: 44 clusters Score -1.10931e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49367 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16991 members 
Mstep: Class 9 contains 120842 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14431 members 
Mstep: Class 15 contains 36725 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16490 members 
Mstep: Class 18 contains 45123 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75845 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110715 members 
Mstep: Class 27 contains 4883 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12629 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33393 members 
Mstep: Class 41 contains 41050 members 
Mstep: Class 42 contains 4978 members 
Mstep: Class 43 contains 304197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 147466.703125
Iteration 310Q: 44 clusters Score -1.10931e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49371 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16994 members 
Mstep: Class 9 contains 120787 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 14429 members 
Mstep: Class 15 contains 36724 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16491 members 
Mstep: Class 18 contains 45128 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75862 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2997 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110712 members 
Mstep: Class 27 contains 4897 members 
Mstep: Class 28 contains 1425 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12631 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33396 members 
Mstep: Class 41 contains 41053 members 
Mstep: Class 42 contains 4985 members 
Mstep: Class 43 contains 304203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931016.000000 Penalty: 147466.703125
Iteration 311Q: 44 clusters Score -1.10931e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16994 members 
Mstep: Class 9 contains 120721 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14426 members 
Mstep: Class 15 contains 36729 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16490 members 
Mstep: Class 18 contains 45130 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75875 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110712 members 
Mstep: Class 27 contains 4909 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7571 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12631 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33397 members 
Mstep: Class 41 contains 41054 members 
Mstep: Class 42 contains 4993 members 
Mstep: Class 43 contains 304216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930992.000000 Penalty: 147466.703125
Iteration 312Q: 44 clusters Score -1.10931e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49378 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16997 members 
Mstep: Class 9 contains 120673 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14425 members 
Mstep: Class 15 contains 36736 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16488 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75888 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110711 members 
Mstep: Class 27 contains 4928 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12635 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33398 members 
Mstep: Class 41 contains 41050 members 
Mstep: Class 42 contains 5001 members 
Mstep: Class 43 contains 304212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931120.000000 Penalty: 147466.703125
Iteration 313Q: 44 clusters Score -1.109311e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49378 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16998 members 
Mstep: Class 9 contains 120621 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14424 members 
Mstep: Class 15 contains 36738 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 45129 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75901 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110711 members 
Mstep: Class 27 contains 4944 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33905 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12635 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33399 members 
Mstep: Class 41 contains 41050 members 
Mstep: Class 42 contains 5007 members 
Mstep: Class 43 contains 304226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931080.000000 Penalty: 147466.703125
Iteration 314Q: 44 clusters Score -1.109311e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49384 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 16998 members 
Mstep: Class 9 contains 120562 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14425 members 
Mstep: Class 15 contains 36734 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16484 members 
Mstep: Class 18 contains 45130 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75921 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110711 members 
Mstep: Class 27 contains 4955 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33905 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12635 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33402 members 
Mstep: Class 41 contains 41048 members 
Mstep: Class 42 contains 5018 members 
Mstep: Class 43 contains 304240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930936.000000 Penalty: 147466.703125
Iteration 315Q: 44 clusters Score -1.109309e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49385 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 120503 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14424 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75937 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110710 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41047 members 
Mstep: Class 42 contains 5030 members 
Mstep: Class 43 contains 304245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930944.000000 Penalty: 147466.703125
Iteration 316Q: 44 clusters Score -1.109309e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49386 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 120439 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14425 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16487 members 
Mstep: Class 18 contains 45136 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75955 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4979 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33407 members 
Mstep: Class 41 contains 41048 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 304259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930984.000000 Penalty: 147466.703125
Iteration 317Q: 44 clusters Score -1.10931e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49384 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 120386 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14422 members 
Mstep: Class 15 contains 36734 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16488 members 
Mstep: Class 18 contains 45135 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75973 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3022 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4986 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33409 members 
Mstep: Class 41 contains 41051 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 304268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930952.000000 Penalty: 147466.703125
Iteration 318Q: 44 clusters Score -1.10931e+08 nChanged 140
Entering ConstructFrom: 
Score: -110930952.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -49000.371094 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -49000.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47547.726562 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -47547.73 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47881.949219 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -47881.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48327.464844 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -48327.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -48935.578125 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -48935.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49369.554688 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -49369.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49617.753906 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -49617.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49726.339844 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -49726.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -49744.660156 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -49744.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -49756.089844 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -49756.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -49768.031250 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -49768.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -49788.667969 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -49788.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49804.027344 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -49804.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49840.984375 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -49840.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -49858.910156 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -49858.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -49858.910156 Penalty: 3167.056396
	Iteration 14F: 3 clusters Score -49858.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 120351 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75987 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33409 members 
Mstep: Class 41 contains 41052 members 
Mstep: Class 42 contains 5043 members 
Mstep: Class 43 contains 304271 members 
Mstep: Class 44 contains 477 members 
Entering Unmasked Estep 
Score: -110929880.000000 Penalty: 150896.156250
Splitting cluster 1 changes total score from -110930952.000000 to -110929880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66479.804688 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66479.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66916.296875 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66916.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67138.562500 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67138.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67269.507812 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67269.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67379.070312 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -67379.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67470.039062 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -67470.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67562.304688 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -67562.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67688.750000 Penalty: 3276.227783
	Iteration 7F: 3 clusters Score -67688.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67894.859375 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -67894.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68049.101562 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -68049.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68191.960938 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -68191.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68480.359375 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -68480.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68793.726562 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -68793.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68836.070312 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -68836.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68836.070312 Penalty: 3276.227783
	Iteration 14F: 3 clusters Score -68836.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 120351 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75987 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33409 members 
Mstep: Class 41 contains 41052 members 
Mstep: Class 42 contains 5043 members 
Mstep: Class 43 contains 304271 members 
Mstep: Class 44 contains 325 members 
Entering Unmasked Estep 
Score: -110929736.000000 Penalty: 150896.156250
Splitting cluster 2 changes total score from -110930952.000000 to -110929736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -492222.625000 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -492222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -488052.687500 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -488052.7 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -488968.875000 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -488968.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -489177.906250 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -489177.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -489321.125000 Penalty: 4167.283691
	Iteration 3F: 3 clusters Score -489321.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -489432.281250 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -489432.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -489513.500000 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -489513.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -489588.000000 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -489588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -489654.843750 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -489654.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -489716.875000 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -489716.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -489785.531250 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -489785.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -489847.968750 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -489848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -489908.343750 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -489908.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -489961.281250 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -489961.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -490012.093750 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -490012.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -490049.687500 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -490049.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -490083.093750 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -490083.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -490110.156250 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -490110.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -490126.875000 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -490126.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -490141.750000 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -490141.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -490152.750000 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -490152.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -490164.625000 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -490164.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -490179.000000 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -490179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -490196.968750 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -490197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -490212.375000 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -490212.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -490231.093750 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -490231.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -490250.500000 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -490250.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -490260.906250 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -490260.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -490276.500000 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -490276.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -490295.031250 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -490295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -490308.125000 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -490308.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -490317.031250 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -490317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -490333.750000 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -490333.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -490344.343750 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -490344.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -490356.500000 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -490356.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -490369.281250 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -490369.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -490381.750000 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -490381.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -490395.156250 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -490395.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -490407.875000 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -490407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -490414.062500 Penalty: 4167.283691
	Iteration 38Q: 3 clusters Score -490414.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -490421.812500 Penalty: 4167.283691
	Iteration 39Q: 3 clusters Score -490421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -490425.593750 Penalty: 4167.283691
	Iteration 40F: 3 clusters Score -490425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -490431.687500 Penalty: 4167.283691
	Iteration 41Q: 3 clusters Score -490431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -490438.593750 Penalty: 4167.283691
	Iteration 42Q: 3 clusters Score -490438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -490447.031250 Penalty: 4167.283691
	Iteration 43Q: 3 clusters Score -490447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -490451.281250 Penalty: 4167.283691
	Iteration 44Q: 3 clusters Score -490451.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -490459.093750 Penalty: 4167.283691
	Iteration 45Q: 3 clusters Score -490459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -490466.562500 Penalty: 4167.283691
	Iteration 46Q: 3 clusters Score -490466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -490475.312500 Penalty: 4167.283691
	Iteration 47Q: 3 clusters Score -490475.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -490487.562500 Penalty: 4167.283691
	Iteration 48Q: 3 clusters Score -490487.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -490502.781250 Penalty: 4167.283691
	Iteration 49Q: 3 clusters Score -490502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -490513.437500 Penalty: 4167.283691
	Iteration 50Q: 3 clusters Score -490513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -490522.562500 Penalty: 4167.283691
	Iteration 51Q: 3 clusters Score -490522.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -490535.031250 Penalty: 4167.283691
	Iteration 52Q: 3 clusters Score -490535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -490552.125000 Penalty: 4167.283691
	Iteration 53Q: 3 clusters Score -490552.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -490563.000000 Penalty: 4167.283691
	Iteration 54Q: 3 clusters Score -490563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -490575.062500 Penalty: 4167.283691
	Iteration 55Q: 3 clusters Score -490575.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -490593.531250 Penalty: 4167.283691
	Iteration 56Q: 3 clusters Score -490593.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -490611.312500 Penalty: 4167.283691
	Iteration 57Q: 3 clusters Score -490611.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -490626.937500 Penalty: 4167.283691
	Iteration 58Q: 3 clusters Score -490626.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -490643.375000 Penalty: 4167.283691
	Iteration 59Q: 3 clusters Score -490643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -490659.562500 Penalty: 4167.283691
	Iteration 60F: 3 clusters Score -490659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -490679.062500 Penalty: 4167.283691
	Iteration 61Q: 3 clusters Score -490679.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -490694.156250 Penalty: 4167.283691
	Iteration 62Q: 3 clusters Score -490694.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -490709.937500 Penalty: 4167.283691
	Iteration 63Q: 3 clusters Score -490709.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -490719.468750 Penalty: 4167.283691
	Iteration 64Q: 3 clusters Score -490719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -490732.937500 Penalty: 4167.283691
	Iteration 65Q: 3 clusters Score -490732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -490744.375000 Penalty: 4167.283691
	Iteration 66Q: 3 clusters Score -490744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -490751.593750 Penalty: 4167.283691
	Iteration 67Q: 3 clusters Score -490751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -490756.750000 Penalty: 4167.283691
	Iteration 68Q: 3 clusters Score -490756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -490759.687500 Penalty: 4167.283691
	Iteration 69Q: 3 clusters Score -490759.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -490764.406250 Penalty: 4167.283691
	Iteration 70Q: 3 clusters Score -490764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -490766.250000 Penalty: 4167.283691
	Iteration 71Q: 3 clusters Score -490766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -490772.062500 Penalty: 4167.283691
	Iteration 72Q: 3 clusters Score -490772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -490776.093750 Penalty: 4167.283691
	Iteration 73Q: 3 clusters Score -490776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -490776.750000 Penalty: 4167.283691
	Iteration 74Q: 3 clusters Score -490776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -490780.250000 Penalty: 4167.283691
	Iteration 75Q: 3 clusters Score -490780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -490780.968750 Penalty: 4167.283691
	Iteration 76Q: 3 clusters Score -490781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -490780.968750 Penalty: 4167.283691
	Iteration 77F: 3 clusters Score -490781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Entering Unmasked Estep 
Score: -5465482.500000 Penalty: 2680.215576
	Iteration 0F: 2 clusters Score -5465482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5432304.500000 Penalty: 5360.431152
	Iteration 0F: 3 clusters Score -5432304 nChanged 22773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5444746.000000 Penalty: 5360.431152
	Iteration 1F: 3 clusters Score -5444746 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5445246.000000 Penalty: 5360.431152
	Iteration 2Q: 3 clusters Score -5445246 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5445702.000000 Penalty: 5360.431152
	Iteration 3Q: 3 clusters Score -5445702 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5446237.500000 Penalty: 5360.431152
	Iteration 4Q: 3 clusters Score -5446238 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -5446787.000000 Penalty: 5360.431152
	Iteration 5Q: 3 clusters Score -5446787 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -5447579.000000 Penalty: 5360.431152
	Iteration 6Q: 3 clusters Score -5447579 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5448778.000000 Penalty: 5360.431152
	Iteration 7Q: 3 clusters Score -5448778 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5450602.000000 Penalty: 5360.431152
	Iteration 8F: 3 clusters Score -5450602 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5453365.000000 Penalty: 5360.431152
	Iteration 9F: 3 clusters Score -5453365 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5456603.000000 Penalty: 5360.431152
	Iteration 10F: 3 clusters Score -5456603 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5459397.000000 Penalty: 5360.431152
	Iteration 11F: 3 clusters Score -5459397 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5461351.000000 Penalty: 5360.431152
	Iteration 12Q: 3 clusters Score -5461351 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5462325.000000 Penalty: 5360.431152
	Iteration 13Q: 3 clusters Score -5462325 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5462712.500000 Penalty: 5360.431152
	Iteration 14Q: 3 clusters Score -5462712 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5462926.500000 Penalty: 5360.431152
	Iteration 15Q: 3 clusters Score -5462926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5463031.500000 Penalty: 5360.431152
	Iteration 16Q: 3 clusters Score -5463032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5463082.500000 Penalty: 5360.431152
	Iteration 17Q: 3 clusters Score -5463082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5463126.500000 Penalty: 5360.431152
	Iteration 18Q: 3 clusters Score -5463126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5463161.000000 Penalty: 5360.431152
	Iteration 19Q: 3 clusters Score -5463161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5463180.500000 Penalty: 5360.431152
	Iteration 20F: 3 clusters Score -5463180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5463194.500000 Penalty: 5360.431152
	Iteration 21Q: 3 clusters Score -5463194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5463195.000000 Penalty: 5360.431152
	Iteration 22Q: 3 clusters Score -5463195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5463203.000000 Penalty: 5360.431152
	Iteration 23Q: 3 clusters Score -5463203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5463203.500000 Penalty: 5360.431152
	Iteration 24Q: 3 clusters Score -5463204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5463206.000000 Penalty: 5360.431152
	Iteration 25Q: 3 clusters Score -5463206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5463210.500000 Penalty: 5360.431152
	Iteration 26Q: 3 clusters Score -5463210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5463217.500000 Penalty: 5360.431152
	Iteration 27Q: 3 clusters Score -5463218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5463222.500000 Penalty: 5360.431152
	Iteration 28Q: 3 clusters Score -5463222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5463222.500000 Penalty: 5360.431152
	Iteration 29F: 3 clusters Score -5463222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -337077.906250 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -337077.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -333816.718750 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -333816.7 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -334440.562500 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -334440.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -334605.093750 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -334605.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -334694.125000 Penalty: 3969.502441
	Iteration 3Q: 3 clusters Score -334694.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -334758.500000 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -334758.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -334810.500000 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -334810.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -334864.781250 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -334864.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -334900.312500 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -334900.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -334926.468750 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -334926.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -334939.343750 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -334939.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -334949.031250 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -334949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -334954.437500 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -334954.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -334958.437500 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -334958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -334961.718750 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -334961.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -334966.812500 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -334966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -334970.375000 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -334970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -334974.500000 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -334974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -334976.781250 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -334976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -334979.187500 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -334979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -334982.000000 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -334982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -334986.718750 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -334986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -334988.468750 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -334988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -334990.781250 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -334990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -334992.000000 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -334992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -334993.187500 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -334993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -334994.750000 Penalty: 3969.502441
	Iteration 25Q: 3 clusters Score -334994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -334996.750000 Penalty: 3969.502441
	Iteration 26Q: 3 clusters Score -334996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -334998.593750 Penalty: 3969.502441
	Iteration 27Q: 3 clusters Score -334998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -334998.750000 Penalty: 3969.502441
	Iteration 28Q: 3 clusters Score -334998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -334998.750000 Penalty: 3969.502441
	Iteration 29F: 3 clusters Score -334998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32493.242188 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32493.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32665.408203 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32665.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32721.332031 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -32721.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32774.769531 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32774.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32801.910156 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32801.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32809.808594 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -32809.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32828.109375 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -32828.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32839.800781 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -32839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32859.554688 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -32859.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32874.593750 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -32874.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32881.109375 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -32881.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32890.855469 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -32890.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32890.855469 Penalty: 2946.324951
	Iteration 12F: 3 clusters Score -32890.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -785111.375000 Penalty: 2197.895996
	Iteration 0F: 2 clusters Score -785111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -779342.625000 Penalty: 4395.791992
	Iteration 0F: 3 clusters Score -779342.6 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -780872.750000 Penalty: 4395.791992
	Iteration 1F: 3 clusters Score -780872.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -781104.750000 Penalty: 4395.791992
	Iteration 2F: 3 clusters Score -781104.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -781245.000000 Penalty: 4395.791992
	Iteration 3Q: 3 clusters Score -781245 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -781345.000000 Penalty: 4395.791992
	Iteration 4Q: 3 clusters Score -781345 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -781427.937500 Penalty: 4395.791992
	Iteration 5Q: 3 clusters Score -781427.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -781495.687500 Penalty: 4395.791992
	Iteration 6Q: 3 clusters Score -781495.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -781539.375000 Penalty: 4395.791992
	Iteration 7Q: 3 clusters Score -781539.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -781578.500000 Penalty: 4395.791992
	Iteration 8Q: 3 clusters Score -781578.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -781604.937500 Penalty: 4395.791992
	Iteration 9Q: 3 clusters Score -781604.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -781637.125000 Penalty: 4395.791992
	Iteration 10Q: 3 clusters Score -781637.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -781665.875000 Penalty: 4395.791992
	Iteration 11Q: 3 clusters Score -781665.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -781685.375000 Penalty: 4395.791992
	Iteration 12Q: 3 clusters Score -781685.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -781713.312500 Penalty: 4395.791992
	Iteration 13Q: 3 clusters Score -781713.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -781738.125000 Penalty: 4395.791992
	Iteration 14Q: 3 clusters Score -781738.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -781755.375000 Penalty: 4395.791992
	Iteration 15Q: 3 clusters Score -781755.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -781768.875000 Penalty: 4395.791992
	Iteration 16Q: 3 clusters Score -781768.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -781779.062500 Penalty: 4395.791992
	Iteration 17Q: 3 clusters Score -781779.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -781788.875000 Penalty: 4395.791992
	Iteration 18Q: 3 clusters Score -781788.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -781804.687500 Penalty: 4395.791992
	Iteration 19Q: 3 clusters Score -781804.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -781820.000000 Penalty: 4395.791992
	Iteration 20F: 3 clusters Score -781820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -781833.062500 Penalty: 4395.791992
	Iteration 21Q: 3 clusters Score -781833.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -781851.812500 Penalty: 4395.791992
	Iteration 22Q: 3 clusters Score -781851.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -781868.937500 Penalty: 4395.791992
	Iteration 23Q: 3 clusters Score -781868.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -781881.562500 Penalty: 4395.791992
	Iteration 24Q: 3 clusters Score -781881.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -781894.875000 Penalty: 4395.791992
	Iteration 25Q: 3 clusters Score -781894.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -781905.375000 Penalty: 4395.791992
	Iteration 26Q: 3 clusters Score -781905.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -781923.500000 Penalty: 4395.791992
	Iteration 27Q: 3 clusters Score -781923.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -781944.750000 Penalty: 4395.791992
	Iteration 28Q: 3 clusters Score -781944.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -781968.937500 Penalty: 4395.791992
	Iteration 29Q: 3 clusters Score -781968.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -781998.687500 Penalty: 4395.791992
	Iteration 30Q: 3 clusters Score -781998.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -782024.562500 Penalty: 4395.791992
	Iteration 31Q: 3 clusters Score -782024.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -782054.000000 Penalty: 4395.791992
	Iteration 32Q: 3 clusters Score -782054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -782097.812500 Penalty: 4395.791992
	Iteration 33Q: 3 clusters Score -782097.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -782151.125000 Penalty: 4395.791992
	Iteration 34Q: 3 clusters Score -782151.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -782208.062500 Penalty: 4395.791992
	Iteration 35Q: 3 clusters Score -782208.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -782266.750000 Penalty: 4395.791992
	Iteration 36Q: 3 clusters Score -782266.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -782341.375000 Penalty: 4395.791992
	Iteration 37Q: 3 clusters Score -782341.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -782418.875000 Penalty: 4395.791992
	Iteration 38Q: 3 clusters Score -782418.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -782495.250000 Penalty: 4395.791992
	Iteration 39Q: 3 clusters Score -782495.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -782574.500000 Penalty: 4395.791992
	Iteration 40F: 3 clusters Score -782574.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -782641.312500 Penalty: 4395.791992
	Iteration 41Q: 3 clusters Score -782641.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -782705.312500 Penalty: 4395.791992
	Iteration 42Q: 3 clusters Score -782705.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -782754.937500 Penalty: 4395.791992
	Iteration 43Q: 3 clusters Score -782754.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -782798.000000 Penalty: 4395.791992
	Iteration 44Q: 3 clusters Score -782798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -782841.125000 Penalty: 4395.791992
	Iteration 45Q: 3 clusters Score -782841.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -782880.562500 Penalty: 4395.791992
	Iteration 46Q: 3 clusters Score -782880.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -782903.875000 Penalty: 4395.791992
	Iteration 47Q: 3 clusters Score -782903.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -782924.437500 Penalty: 4395.791992
	Iteration 48Q: 3 clusters Score -782924.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -782946.687500 Penalty: 4395.791992
	Iteration 49Q: 3 clusters Score -782946.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -782957.375000 Penalty: 4395.791992
	Iteration 50Q: 3 clusters Score -782957.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -782964.625000 Penalty: 4395.791992
	Iteration 51Q: 3 clusters Score -782964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -782969.875000 Penalty: 4395.791992
	Iteration 52Q: 3 clusters Score -782969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -782973.625000 Penalty: 4395.791992
	Iteration 53Q: 3 clusters Score -782973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -782975.812500 Penalty: 4395.791992
	Iteration 54Q: 3 clusters Score -782975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -782976.437500 Penalty: 4395.791992
	Iteration 55Q: 3 clusters Score -782976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -782980.062500 Penalty: 4395.791992
	Iteration 56Q: 3 clusters Score -782980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -782984.375000 Penalty: 4395.791992
	Iteration 57Q: 3 clusters Score -782984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -782989.625000 Penalty: 4395.791992
	Iteration 58Q: 3 clusters Score -782989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -782994.625000 Penalty: 4395.791992
	Iteration 59Q: 3 clusters Score -782994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -783000.375000 Penalty: 4395.791992
	Iteration 60F: 3 clusters Score -783000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -783003.000000 Penalty: 4395.791992
	Iteration 61Q: 3 clusters Score -783003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -783007.312500 Penalty: 4395.791992
	Iteration 62Q: 3 clusters Score -783007.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -783012.875000 Penalty: 4395.791992
	Iteration 63Q: 3 clusters Score -783012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -783015.937500 Penalty: 4395.791992
	Iteration 64Q: 3 clusters Score -783015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -783019.875000 Penalty: 4395.791992
	Iteration 65Q: 3 clusters Score -783019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -783020.437500 Penalty: 4395.791992
	Iteration 66Q: 3 clusters Score -783020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -783021.937500 Penalty: 4395.791992
	Iteration 67Q: 3 clusters Score -783021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -783021.937500 Penalty: 4395.791992
	Iteration 68F: 3 clusters Score -783021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Entering Unmasked Estep 
Score: -1966312.250000 Penalty: 2415.935303
	Iteration 0F: 2 clusters Score -1966312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1954083.750000 Penalty: 4831.870605
	Iteration 0F: 3 clusters Score -1954084 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1957983.750000 Penalty: 4831.870605
	Iteration 1F: 3 clusters Score -1957984 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1958292.125000 Penalty: 4831.870605
	Iteration 2F: 3 clusters Score -1958292 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1958536.625000 Penalty: 4831.870605
	Iteration 3Q: 3 clusters Score -1958537 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1958738.625000 Penalty: 4831.870605
	Iteration 4Q: 3 clusters Score -1958739 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1958941.000000 Penalty: 4831.870605
	Iteration 5Q: 3 clusters Score -1958941 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1959100.625000 Penalty: 4831.870605
	Iteration 6Q: 3 clusters Score -1959101 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1959276.500000 Penalty: 4831.870605
	Iteration 7Q: 3 clusters Score -1959276 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1959459.375000 Penalty: 4831.870605
	Iteration 8Q: 3 clusters Score -1959459 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1959677.750000 Penalty: 4831.870605
	Iteration 9Q: 3 clusters Score -1959678 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1959972.750000 Penalty: 4831.870605
	Iteration 10Q: 3 clusters Score -1959973 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1960386.750000 Penalty: 4831.870605
	Iteration 11Q: 3 clusters Score -1960387 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1960858.250000 Penalty: 4831.870605
	Iteration 12Q: 3 clusters Score -1960858 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1961449.000000 Penalty: 4831.870605
	Iteration 13Q: 3 clusters Score -1961449 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1962115.500000 Penalty: 4831.870605
	Iteration 14F: 3 clusters Score -1962116 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1962756.000000 Penalty: 4831.870605
	Iteration 15Q: 3 clusters Score -1962756 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1963225.875000 Penalty: 4831.870605
	Iteration 16Q: 3 clusters Score -1963226 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1963549.500000 Penalty: 4831.870605
	Iteration 17Q: 3 clusters Score -1963550 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1963776.875000 Penalty: 4831.870605
	Iteration 18Q: 3 clusters Score -1963777 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1963905.375000 Penalty: 4831.870605
	Iteration 19Q: 3 clusters Score -1963905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1963996.500000 Penalty: 4831.870605
	Iteration 20F: 3 clusters Score -1963996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1964051.375000 Penalty: 4831.870605
	Iteration 21Q: 3 clusters Score -1964051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1964097.000000 Penalty: 4831.870605
	Iteration 22Q: 3 clusters Score -1964097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1964120.125000 Penalty: 4831.870605
	Iteration 23Q: 3 clusters Score -1964120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1964142.375000 Penalty: 4831.870605
	Iteration 24Q: 3 clusters Score -1964142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1964154.375000 Penalty: 4831.870605
	Iteration 25Q: 3 clusters Score -1964154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1964173.000000 Penalty: 4831.870605
	Iteration 26Q: 3 clusters Score -1964173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1964179.250000 Penalty: 4831.870605
	Iteration 27Q: 3 clusters Score -1964179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1964187.625000 Penalty: 4831.870605
	Iteration 28Q: 3 clusters Score -1964188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1964190.875000 Penalty: 4831.870605
	Iteration 29Q: 3 clusters Score -1964191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1964197.000000 Penalty: 4831.870605
	Iteration 30Q: 3 clusters Score -1964197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1964201.625000 Penalty: 4831.870605
	Iteration 31Q: 3 clusters Score -1964202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1964204.000000 Penalty: 4831.870605
	Iteration 32Q: 3 clusters Score -1964204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1964206.625000 Penalty: 4831.870605
	Iteration 33Q: 3 clusters Score -1964207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1964206.125000 Penalty: 4831.870605
	Iteration 34Q: 3 clusters Score -1964206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1964211.500000 Penalty: 4831.870605
	Iteration 35Q: 3 clusters Score -1964212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1964215.500000 Penalty: 4831.870605
	Iteration 36Q: 3 clusters Score -1964216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1964216.375000 Penalty: 4831.870605
	Iteration 37Q: 3 clusters Score -1964216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1964217.375000 Penalty: 4831.870605
	Iteration 38Q: 3 clusters Score -1964217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1964217.375000 Penalty: 4831.870605
	Iteration 39F: 3 clusters Score -1964217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (120351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Entering Unmasked Estep 
Score: -13644735.000000 Penalty: 2901.145508
	Iteration 0F: 2 clusters Score -1.364474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -13564188.000000 Penalty: 5802.291016
	Iteration 0F: 3 clusters Score -1.356419e+07 nChanged 57154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -13597032.000000 Penalty: 5802.291016
	Iteration 1F: 3 clusters Score -1.359703e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -13597832.000000 Penalty: 5802.291016
	Iteration 2Q: 3 clusters Score -1.359783e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -13598737.000000 Penalty: 5802.291016
	Iteration 3Q: 3 clusters Score -1.359874e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -13600006.000000 Penalty: 5802.291016
	Iteration 4Q: 3 clusters Score -1.360001e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -13601629.000000 Penalty: 5802.291016
	Iteration 5Q: 3 clusters Score -1.360163e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -13604172.000000 Penalty: 5802.291016
	Iteration 6Q: 3 clusters Score -1.360417e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -13608688.000000 Penalty: 5802.291016
	Iteration 7F: 3 clusters Score -1.360869e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -13614916.000000 Penalty: 5802.291016
	Iteration 8F: 3 clusters Score -1.361492e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -13621624.000000 Penalty: 5802.291016
	Iteration 9F: 3 clusters Score -1.362162e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -13625879.000000 Penalty: 5802.291016
	Iteration 10F: 3 clusters Score -1.362588e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -13627625.000000 Penalty: 5802.291016
	Iteration 11Q: 3 clusters Score -1.362762e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -13628226.000000 Penalty: 5802.291016
	Iteration 12Q: 3 clusters Score -1.362823e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -13628514.000000 Penalty: 5802.291016
	Iteration 13Q: 3 clusters Score -1.362851e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -13628724.000000 Penalty: 5802.291016
	Iteration 14Q: 3 clusters Score -1.362872e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -13628955.000000 Penalty: 5802.291016
	Iteration 15Q: 3 clusters Score -1.362896e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -13629187.000000 Penalty: 5802.291016
	Iteration 16Q: 3 clusters Score -1.362919e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -13629337.000000 Penalty: 5802.291016
	Iteration 17Q: 3 clusters Score -1.362934e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -13629522.000000 Penalty: 5802.291016
	Iteration 18Q: 3 clusters Score -1.362952e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -13629605.000000 Penalty: 5802.291016
	Iteration 19Q: 3 clusters Score -1.36296e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -13629735.000000 Penalty: 5802.291016
	Iteration 20F: 3 clusters Score -1.362974e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -13629829.000000 Penalty: 5802.291016
	Iteration 21Q: 3 clusters Score -1.362983e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -13629944.000000 Penalty: 5802.291016
	Iteration 22Q: 3 clusters Score -1.362994e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -13629992.000000 Penalty: 5802.291016
	Iteration 23Q: 3 clusters Score -1.362999e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -13630027.000000 Penalty: 5802.291016
	Iteration 24Q: 3 clusters Score -1.363003e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -13630080.000000 Penalty: 5802.291016
	Iteration 25Q: 3 clusters Score -1.363008e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -13630120.000000 Penalty: 5802.291016
	Iteration 26Q: 3 clusters Score -1.363012e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -13630181.000000 Penalty: 5802.291016
	Iteration 27Q: 3 clusters Score -1.363018e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -13630190.000000 Penalty: 5802.291016
	Iteration 28Q: 3 clusters Score -1.363019e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -13630277.000000 Penalty: 5802.291016
	Iteration 29Q: 3 clusters Score -1.363028e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -13630330.000000 Penalty: 5802.291016
	Iteration 30Q: 3 clusters Score -1.363033e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -13630356.000000 Penalty: 5802.291016
	Iteration 31Q: 3 clusters Score -1.363036e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -13630338.000000 Penalty: 5802.291016
	Iteration 32Q: 3 clusters Score -1.363034e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -13630385.000000 Penalty: 5802.291016
	Iteration 33Q: 3 clusters Score -1.363038e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -13630370.000000 Penalty: 5802.291016
	Iteration 34Q: 3 clusters Score -1.363037e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -13630351.000000 Penalty: 5802.291016
	Iteration 35Q: 3 clusters Score -1.363035e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -13630337.000000 Penalty: 5802.291016
	Iteration 36Q: 3 clusters Score -1.363034e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -13630375.000000 Penalty: 5802.291016
	Iteration 37Q: 3 clusters Score -1.363038e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -13630355.000000 Penalty: 5802.291016
	Iteration 38Q: 3 clusters Score -1.363036e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -13630333.000000 Penalty: 5802.291016
	Iteration 39Q: 3 clusters Score -1.363033e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -13630328.000000 Penalty: 5802.291016
	Iteration 40F: 3 clusters Score -1.363033e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -13630335.000000 Penalty: 5802.291016
	Iteration 41Q: 3 clusters Score -1.363034e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -13630354.000000 Penalty: 5802.291016
	Iteration 42Q: 3 clusters Score -1.363035e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -13630374.000000 Penalty: 5802.291016
	Iteration 43Q: 3 clusters Score -1.363037e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -13630400.000000 Penalty: 5802.291016
	Iteration 44Q: 3 clusters Score -1.36304e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -13630390.000000 Penalty: 5802.291016
	Iteration 45Q: 3 clusters Score -1.363039e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -13630412.000000 Penalty: 5802.291016
	Iteration 46Q: 3 clusters Score -1.363041e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -13630436.000000 Penalty: 5802.291016
	Iteration 47Q: 3 clusters Score -1.363044e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -13630453.000000 Penalty: 5802.291016
	Iteration 48Q: 3 clusters Score -1.363045e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -13630485.000000 Penalty: 5802.291016
	Iteration 49Q: 3 clusters Score -1.363048e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -13630469.000000 Penalty: 5802.291016
	Iteration 50Q: 3 clusters Score -1.363047e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -13630467.000000 Penalty: 5802.291016
	Iteration 51Q: 3 clusters Score -1.363047e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -13630481.000000 Penalty: 5802.291016
	Iteration 52Q: 3 clusters Score -1.363048e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -13630466.000000 Penalty: 5802.291016
	Iteration 53Q: 3 clusters Score -1.363047e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -13630450.000000 Penalty: 5802.291016
	Iteration 54Q: 3 clusters Score -1.363045e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -13630419.000000 Penalty: 5802.291016
	Iteration 55Q: 3 clusters Score -1.363042e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -13630411.000000 Penalty: 5802.291016
	Iteration 56Q: 3 clusters Score -1.363041e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -13630424.000000 Penalty: 5802.291016
	Iteration 57Q: 3 clusters Score -1.363042e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -13630453.000000 Penalty: 5802.291016
	Iteration 58Q: 3 clusters Score -1.363045e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -13630456.000000 Penalty: 5802.291016
	Iteration 59Q: 3 clusters Score -1.363046e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -13630435.000000 Penalty: 5802.291016
	Iteration 60F: 3 clusters Score -1.363044e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -13630465.000000 Penalty: 5802.291016
	Iteration 61Q: 3 clusters Score -1.363046e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -13630479.000000 Penalty: 5802.291016
	Iteration 62Q: 3 clusters Score -1.363048e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -13630512.000000 Penalty: 5802.291016
	Iteration 63Q: 3 clusters Score -1.363051e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -13630529.000000 Penalty: 5802.291016
	Iteration 64Q: 3 clusters Score -1.363053e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -13630509.000000 Penalty: 5802.291016
	Iteration 65Q: 3 clusters Score -1.363051e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -13630482.000000 Penalty: 5802.291016
	Iteration 66Q: 3 clusters Score -1.363048e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -13630500.000000 Penalty: 5802.291016
	Iteration 67Q: 3 clusters Score -1.36305e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -13630518.000000 Penalty: 5802.291016
	Iteration 68Q: 3 clusters Score -1.363052e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -13630525.000000 Penalty: 5802.291016
	Iteration 69Q: 3 clusters Score -1.363052e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -13630516.000000 Penalty: 5802.291016
	Iteration 70Q: 3 clusters Score -1.363052e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -13630512.000000 Penalty: 5802.291016
	Iteration 71Q: 3 clusters Score -1.363051e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -13630534.000000 Penalty: 5802.291016
	Iteration 72Q: 3 clusters Score -1.363053e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -13630517.000000 Penalty: 5802.291016
	Iteration 73Q: 3 clusters Score -1.363052e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -13630547.000000 Penalty: 5802.291016
	Iteration 74Q: 3 clusters Score -1.363055e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -13630555.000000 Penalty: 5802.291016
	Iteration 75Q: 3 clusters Score -1.363056e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -13630545.000000 Penalty: 5802.291016
	Iteration 76Q: 3 clusters Score -1.363054e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -13630609.000000 Penalty: 5802.291016
	Iteration 77Q: 3 clusters Score -1.363061e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -13630654.000000 Penalty: 5802.291016
	Iteration 78Q: 3 clusters Score -1.363065e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -13630659.000000 Penalty: 5802.291016
	Iteration 79Q: 3 clusters Score -1.363066e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -13630680.000000 Penalty: 5802.291016
	Iteration 80F: 3 clusters Score -1.363068e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -13630699.000000 Penalty: 5802.291016
	Iteration 81Q: 3 clusters Score -1.36307e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -13630731.000000 Penalty: 5802.291016
	Iteration 82Q: 3 clusters Score -1.363073e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -13630773.000000 Penalty: 5802.291016
	Iteration 83Q: 3 clusters Score -1.363077e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -13630801.000000 Penalty: 5802.291016
	Iteration 84Q: 3 clusters Score -1.36308e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -13630865.000000 Penalty: 5802.291016
	Iteration 85Q: 3 clusters Score -1.363086e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -13630895.000000 Penalty: 5802.291016
	Iteration 86Q: 3 clusters Score -1.36309e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -13630974.000000 Penalty: 5802.291016
	Iteration 87Q: 3 clusters Score -1.363097e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -13631024.000000 Penalty: 5802.291016
	Iteration 88Q: 3 clusters Score -1.363102e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -13631070.000000 Penalty: 5802.291016
	Iteration 89Q: 3 clusters Score -1.363107e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -13631127.000000 Penalty: 5802.291016
	Iteration 90Q: 3 clusters Score -1.363113e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -13631187.000000 Penalty: 5802.291016
	Iteration 91Q: 3 clusters Score -1.363119e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -13631218.000000 Penalty: 5802.291016
	Iteration 92Q: 3 clusters Score -1.363122e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -13631293.000000 Penalty: 5802.291016
	Iteration 93Q: 3 clusters Score -1.363129e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -13631407.000000 Penalty: 5802.291016
	Iteration 94Q: 3 clusters Score -1.363141e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -13631495.000000 Penalty: 5802.291016
	Iteration 95Q: 3 clusters Score -1.36315e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -13631592.000000 Penalty: 5802.291016
	Iteration 96Q: 3 clusters Score -1.363159e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -13631735.000000 Penalty: 5802.291016
	Iteration 97Q: 3 clusters Score -1.363174e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -13631873.000000 Penalty: 5802.291016
	Iteration 98Q: 3 clusters Score -1.363187e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -13631981.000000 Penalty: 5802.291016
	Iteration 99Q: 3 clusters Score -1.363198e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -13632186.000000 Penalty: 5802.291016
	Iteration 100F: 3 clusters Score -1.363219e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -13632459.000000 Penalty: 5802.291016
	Iteration 101Q: 3 clusters Score -1.363246e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -13632639.000000 Penalty: 5802.291016
	Iteration 102Q: 3 clusters Score -1.363264e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -13632918.000000 Penalty: 5802.291016
	Iteration 103Q: 3 clusters Score -1.363292e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -13633164.000000 Penalty: 5802.291016
	Iteration 104Q: 3 clusters Score -1.363316e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -13633422.000000 Penalty: 5802.291016
	Iteration 105Q: 3 clusters Score -1.363342e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -13633631.000000 Penalty: 5802.291016
	Iteration 106Q: 3 clusters Score -1.363363e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -13633919.000000 Penalty: 5802.291016
	Iteration 107Q: 3 clusters Score -1.363392e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -13634157.000000 Penalty: 5802.291016
	Iteration 108Q: 3 clusters Score -1.363416e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -13634410.000000 Penalty: 5802.291016
	Iteration 109Q: 3 clusters Score -1.363441e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -13634712.000000 Penalty: 5802.291016
	Iteration 110Q: 3 clusters Score -1.363471e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -13634990.000000 Penalty: 5802.291016
	Iteration 111Q: 3 clusters Score -1.363499e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -13635377.000000 Penalty: 5802.291016
	Iteration 112Q: 3 clusters Score -1.363538e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -13635734.000000 Penalty: 5802.291016
	Iteration 113Q: 3 clusters Score -1.363573e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -13636065.000000 Penalty: 5802.291016
	Iteration 114Q: 3 clusters Score -1.363606e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -13636418.000000 Penalty: 5802.291016
	Iteration 115Q: 3 clusters Score -1.363642e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -13636796.000000 Penalty: 5802.291016
	Iteration 116Q: 3 clusters Score -1.36368e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -13637124.000000 Penalty: 5802.291016
	Iteration 117Q: 3 clusters Score -1.363712e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -13637486.000000 Penalty: 5802.291016
	Iteration 118Q: 3 clusters Score -1.363749e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -13637790.000000 Penalty: 5802.291016
	Iteration 119Q: 3 clusters Score -1.363779e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -13638114.000000 Penalty: 5802.291016
	Iteration 120F: 3 clusters Score -1.363811e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -13638394.000000 Penalty: 5802.291016
	Iteration 121Q: 3 clusters Score -1.363839e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -13638703.000000 Penalty: 5802.291016
	Iteration 122Q: 3 clusters Score -1.36387e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -13639045.000000 Penalty: 5802.291016
	Iteration 123Q: 3 clusters Score -1.363904e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -13639359.000000 Penalty: 5802.291016
	Iteration 124Q: 3 clusters Score -1.363936e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -13639595.000000 Penalty: 5802.291016
	Iteration 125Q: 3 clusters Score -1.36396e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 111595 members 
Entering Unmasked Estep 
Score: -13639891.000000 Penalty: 5802.291016
	Iteration 126Q: 3 clusters Score -1.363989e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -13640166.000000 Penalty: 5802.291016
	Iteration 127Q: 3 clusters Score -1.364017e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 113131 members 
Entering Unmasked Estep 
Score: -13640422.000000 Penalty: 5802.291016
	Iteration 128Q: 3 clusters Score -1.364042e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -13640655.000000 Penalty: 5802.291016
	Iteration 129Q: 3 clusters Score -1.364066e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -13640777.000000 Penalty: 5802.291016
	Iteration 130Q: 3 clusters Score -1.364078e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -13640917.000000 Penalty: 5802.291016
	Iteration 131Q: 3 clusters Score -1.364092e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -13641064.000000 Penalty: 5802.291016
	Iteration 132Q: 3 clusters Score -1.364106e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -13641183.000000 Penalty: 5802.291016
	Iteration 133Q: 3 clusters Score -1.364118e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 116378 members 
Entering Unmasked Estep 
Score: -13641370.000000 Penalty: 5802.291016
	Iteration 134Q: 3 clusters Score -1.364137e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -13641515.000000 Penalty: 5802.291016
	Iteration 135Q: 3 clusters Score -1.364152e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -13641641.000000 Penalty: 5802.291016
	Iteration 136Q: 3 clusters Score -1.364164e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -13641740.000000 Penalty: 5802.291016
	Iteration 137Q: 3 clusters Score -1.364174e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -13641789.000000 Penalty: 5802.291016
	Iteration 138Q: 3 clusters Score -1.364179e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -13641831.000000 Penalty: 5802.291016
	Iteration 139Q: 3 clusters Score -1.364183e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -13641880.000000 Penalty: 5802.291016
	Iteration 140F: 3 clusters Score -1.364188e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -13641902.000000 Penalty: 5802.291016
	Iteration 141Q: 3 clusters Score -1.36419e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -13641907.000000 Penalty: 5802.291016
	Iteration 142Q: 3 clusters Score -1.364191e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -13641957.000000 Penalty: 5802.291016
	Iteration 143Q: 3 clusters Score -1.364196e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -13641993.000000 Penalty: 5802.291016
	Iteration 144Q: 3 clusters Score -1.364199e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -13642018.000000 Penalty: 5802.291016
	Iteration 145Q: 3 clusters Score -1.364202e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 118474 members 
Entering Unmasked Estep 
Score: -13642052.000000 Penalty: 5802.291016
	Iteration 146Q: 3 clusters Score -1.364205e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -13642084.000000 Penalty: 5802.291016
	Iteration 147Q: 3 clusters Score -1.364208e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -13642089.000000 Penalty: 5802.291016
	Iteration 148Q: 3 clusters Score -1.364209e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -13642122.000000 Penalty: 5802.291016
	Iteration 149Q: 3 clusters Score -1.364212e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -13642140.000000 Penalty: 5802.291016
	Iteration 150Q: 3 clusters Score -1.364214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 118755 members 
Entering Unmasked Estep 
Score: -13642162.000000 Penalty: 5802.291016
	Iteration 151Q: 3 clusters Score -1.364216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 118784 members 
Entering Unmasked Estep 
Score: -13642186.000000 Penalty: 5802.291016
	Iteration 152Q: 3 clusters Score -1.364219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 118815 members 
Entering Unmasked Estep 
Score: -13642186.000000 Penalty: 5802.291016
	Iteration 153Q: 3 clusters Score -1.364219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -13642186.000000 Penalty: 5802.291016
	Iteration 154Q: 3 clusters Score -1.364219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -13642195.000000 Penalty: 5802.291016
	Iteration 155Q: 3 clusters Score -1.36422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -13642212.000000 Penalty: 5802.291016
	Iteration 156Q: 3 clusters Score -1.364221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -13642228.000000 Penalty: 5802.291016
	Iteration 157Q: 3 clusters Score -1.364223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -13642236.000000 Penalty: 5802.291016
	Iteration 158Q: 3 clusters Score -1.364224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -13642252.000000 Penalty: 5802.291016
	Iteration 159Q: 3 clusters Score -1.364225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -13642239.000000 Penalty: 5802.291016
	Iteration 160F: 3 clusters Score -1.364224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -13642242.000000 Penalty: 5802.291016
	Iteration 161Q: 3 clusters Score -1.364224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 118964 members 
Entering Unmasked Estep 
Score: -13642246.000000 Penalty: 5802.291016
	Iteration 162Q: 3 clusters Score -1.364225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -13642244.000000 Penalty: 5802.291016
	Iteration 163Q: 3 clusters Score -1.364224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -13642263.000000 Penalty: 5802.291016
	Iteration 164Q: 3 clusters Score -1.364226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -13642247.000000 Penalty: 5802.291016
	Iteration 165Q: 3 clusters Score -1.364225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -13642276.000000 Penalty: 5802.291016
	Iteration 166Q: 3 clusters Score -1.364228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -13642281.000000 Penalty: 5802.291016
	Iteration 167Q: 3 clusters Score -1.364228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -13642303.000000 Penalty: 5802.291016
	Iteration 168Q: 3 clusters Score -1.36423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -13642304.000000 Penalty: 5802.291016
	Iteration 169Q: 3 clusters Score -1.36423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 119084 members 
Entering Unmasked Estep 
Score: -13642306.000000 Penalty: 5802.291016
	Iteration 170Q: 3 clusters Score -1.364231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -13642300.000000 Penalty: 5802.291016
	Iteration 171Q: 3 clusters Score -1.36423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 119095 members 
Entering Unmasked Estep 
Score: -13642311.000000 Penalty: 5802.291016
	Iteration 172Q: 3 clusters Score -1.364231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -13642316.000000 Penalty: 5802.291016
	Iteration 173Q: 3 clusters Score -1.364232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 119102 members 
Entering Unmasked Estep 
Score: -13642318.000000 Penalty: 5802.291016
	Iteration 174Q: 3 clusters Score -1.364232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -13642319.000000 Penalty: 5802.291016
	Iteration 175Q: 3 clusters Score -1.364232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -13642319.000000 Penalty: 5802.291016
	Iteration 176Q: 3 clusters Score -1.364232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 119114 members 
Entering Unmasked Estep 
Score: -13642320.000000 Penalty: 5802.291016
	Iteration 177Q: 3 clusters Score -1.364232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -13642323.000000 Penalty: 5802.291016
	Iteration 178Q: 3 clusters Score -1.364232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -13642328.000000 Penalty: 5802.291016
	Iteration 179Q: 3 clusters Score -1.364233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 119114 members 
Entering Unmasked Estep 
Score: -13642325.000000 Penalty: 5802.291016
	Iteration 180F: 3 clusters Score -1.364232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 119116 members 
Entering Unmasked Estep 
Score: -13642331.000000 Penalty: 5802.291016
	Iteration 181Q: 3 clusters Score -1.364233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -13642331.000000 Penalty: 5802.291016
	Iteration 182Q: 3 clusters Score -1.364233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -13642331.000000 Penalty: 5802.291016
	Iteration 183F: 3 clusters Score -1.364233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -113158.890625 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -113158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111150.546875 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -111150.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111458.359375 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -111458.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111538.718750 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -111538.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111575.656250 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -111575.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111605.187500 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -111605.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111627.125000 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -111627.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111644.781250 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -111644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111652.570312 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -111652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111655.953125 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -111656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111658.468750 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -111658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111660.000000 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -111660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111664.117188 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -111664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -111669.976562 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -111670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111671.773438 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -111671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111675.304688 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -111675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111678.484375 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -111678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111681.031250 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -111681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111683.250000 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -111683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111684.054688 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -111684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111684.054688 Penalty: 3478.902100
	Iteration 19F: 3 clusters Score -111684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -314248.937500 Penalty: 1999.170532
	Iteration 0F: 2 clusters Score -314248.9 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 1623 members 
Entering Unmasked Estep 
Score: -310940.156250 Penalty: 3998.341064
	Iteration 0F: 3 clusters Score -310940.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -311851.937500 Penalty: 3998.341064
	Iteration 1F: 3 clusters Score -311851.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -312198.218750 Penalty: 3998.341064
	Iteration 2F: 3 clusters Score -312198.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -312483.187500 Penalty: 3998.341064
	Iteration 3F: 3 clusters Score -312483.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -312655.250000 Penalty: 3998.341064
	Iteration 4F: 3 clusters Score -312655.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -312801.250000 Penalty: 3998.341064
	Iteration 5Q: 3 clusters Score -312801.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312918.843750 Penalty: 3998.341064
	Iteration 6Q: 3 clusters Score -312918.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -313004.468750 Penalty: 3998.341064
	Iteration 7Q: 3 clusters Score -313004.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -313045.937500 Penalty: 3998.341064
	Iteration 8Q: 3 clusters Score -313045.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -313070.375000 Penalty: 3998.341064
	Iteration 9Q: 3 clusters Score -313070.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -313087.937500 Penalty: 3998.341064
	Iteration 10Q: 3 clusters Score -313087.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -313098.468750 Penalty: 3998.341064
	Iteration 11Q: 3 clusters Score -313098.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -313104.156250 Penalty: 3998.341064
	Iteration 12Q: 3 clusters Score -313104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -313110.062500 Penalty: 3998.341064
	Iteration 13Q: 3 clusters Score -313110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -313113.718750 Penalty: 3998.341064
	Iteration 14Q: 3 clusters Score -313113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -313115.531250 Penalty: 3998.341064
	Iteration 15Q: 3 clusters Score -313115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -313118.343750 Penalty: 3998.341064
	Iteration 16Q: 3 clusters Score -313118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -313119.718750 Penalty: 3998.341064
	Iteration 17Q: 3 clusters Score -313119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -313119.812500 Penalty: 3998.341064
	Iteration 18Q: 3 clusters Score -313119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -313119.812500 Penalty: 3998.341064
	Iteration 19F: 3 clusters Score -313119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Entering Unmasked Estep 
Score: -1505711.000000 Penalty: 2359.433838
	Iteration 0F: 2 clusters Score -1505711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1495891.625000 Penalty: 4718.867676
	Iteration 0F: 3 clusters Score -1495892 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1498849.375000 Penalty: 4718.867676
	Iteration 1F: 3 clusters Score -1498849 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1499150.875000 Penalty: 4718.867676
	Iteration 2F: 3 clusters Score -1499151 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1499378.750000 Penalty: 4718.867676
	Iteration 3Q: 3 clusters Score -1499379 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1499584.250000 Penalty: 4718.867676
	Iteration 4Q: 3 clusters Score -1499584 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1499820.750000 Penalty: 4718.867676
	Iteration 5Q: 3 clusters Score -1499821 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1500129.750000 Penalty: 4718.867676
	Iteration 6Q: 3 clusters Score -1500130 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1500540.250000 Penalty: 4718.867676
	Iteration 7Q: 3 clusters Score -1500540 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1501052.625000 Penalty: 4718.867676
	Iteration 8F: 3 clusters Score -1501053 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1501656.625000 Penalty: 4718.867676
	Iteration 9F: 3 clusters Score -1501657 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1502181.000000 Penalty: 4718.867676
	Iteration 10F: 3 clusters Score -1502181 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1502634.625000 Penalty: 4718.867676
	Iteration 11Q: 3 clusters Score -1502635 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1502953.875000 Penalty: 4718.867676
	Iteration 12Q: 3 clusters Score -1502954 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1503140.875000 Penalty: 4718.867676
	Iteration 13Q: 3 clusters Score -1503141 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1503251.625000 Penalty: 4718.867676
	Iteration 14Q: 3 clusters Score -1503252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1503314.875000 Penalty: 4718.867676
	Iteration 15Q: 3 clusters Score -1503315 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1503354.375000 Penalty: 4718.867676
	Iteration 16Q: 3 clusters Score -1503354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1503385.625000 Penalty: 4718.867676
	Iteration 17Q: 3 clusters Score -1503386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1503406.875000 Penalty: 4718.867676
	Iteration 18Q: 3 clusters Score -1503407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1503435.875000 Penalty: 4718.867676
	Iteration 19Q: 3 clusters Score -1503436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1503458.000000 Penalty: 4718.867676
	Iteration 20F: 3 clusters Score -1503458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1503479.000000 Penalty: 4718.867676
	Iteration 21Q: 3 clusters Score -1503479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1503494.750000 Penalty: 4718.867676
	Iteration 22Q: 3 clusters Score -1503495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1503507.875000 Penalty: 4718.867676
	Iteration 23Q: 3 clusters Score -1503508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1503519.750000 Penalty: 4718.867676
	Iteration 24Q: 3 clusters Score -1503520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1503538.125000 Penalty: 4718.867676
	Iteration 25Q: 3 clusters Score -1503538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1503552.250000 Penalty: 4718.867676
	Iteration 26Q: 3 clusters Score -1503552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1503563.625000 Penalty: 4718.867676
	Iteration 27Q: 3 clusters Score -1503564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1503575.250000 Penalty: 4718.867676
	Iteration 28Q: 3 clusters Score -1503575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1503583.000000 Penalty: 4718.867676
	Iteration 29Q: 3 clusters Score -1503583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1503594.625000 Penalty: 4718.867676
	Iteration 30Q: 3 clusters Score -1503595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1503599.125000 Penalty: 4718.867676
	Iteration 31Q: 3 clusters Score -1503599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1503602.125000 Penalty: 4718.867676
	Iteration 32Q: 3 clusters Score -1503602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1503607.000000 Penalty: 4718.867676
	Iteration 33Q: 3 clusters Score -1503607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1503611.750000 Penalty: 4718.867676
	Iteration 34Q: 3 clusters Score -1503612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1503622.375000 Penalty: 4718.867676
	Iteration 35Q: 3 clusters Score -1503622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1503625.250000 Penalty: 4718.867676
	Iteration 36Q: 3 clusters Score -1503625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1503628.125000 Penalty: 4718.867676
	Iteration 37Q: 3 clusters Score -1503628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1503632.375000 Penalty: 4718.867676
	Iteration 38Q: 3 clusters Score -1503632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1503641.375000 Penalty: 4718.867676
	Iteration 39Q: 3 clusters Score -1503641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1503650.375000 Penalty: 4718.867676
	Iteration 40F: 3 clusters Score -1503650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1503665.250000 Penalty: 4718.867676
	Iteration 41Q: 3 clusters Score -1503665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1503674.125000 Penalty: 4718.867676
	Iteration 42Q: 3 clusters Score -1503674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1503690.000000 Penalty: 4718.867676
	Iteration 43Q: 3 clusters Score -1503690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1503695.250000 Penalty: 4718.867676
	Iteration 44Q: 3 clusters Score -1503695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1503706.500000 Penalty: 4718.867676
	Iteration 45Q: 3 clusters Score -1503706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1503708.500000 Penalty: 4718.867676
	Iteration 46Q: 3 clusters Score -1503708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1503711.500000 Penalty: 4718.867676
	Iteration 47Q: 3 clusters Score -1503712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1503717.625000 Penalty: 4718.867676
	Iteration 48Q: 3 clusters Score -1503718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1503718.375000 Penalty: 4718.867676
	Iteration 49Q: 3 clusters Score -1503718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1503719.875000 Penalty: 4718.867676
	Iteration 50Q: 3 clusters Score -1503720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1503729.250000 Penalty: 4718.867676
	Iteration 51Q: 3 clusters Score -1503729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1503729.000000 Penalty: 4718.867676
	Iteration 52Q: 3 clusters Score -1503729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1503734.875000 Penalty: 4718.867676
	Iteration 53Q: 3 clusters Score -1503735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1503743.375000 Penalty: 4718.867676
	Iteration 54Q: 3 clusters Score -1503743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1503750.500000 Penalty: 4718.867676
	Iteration 55Q: 3 clusters Score -1503750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1503754.375000 Penalty: 4718.867676
	Iteration 56Q: 3 clusters Score -1503754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1503759.750000 Penalty: 4718.867676
	Iteration 57Q: 3 clusters Score -1503760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1503772.375000 Penalty: 4718.867676
	Iteration 58Q: 3 clusters Score -1503772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1503784.500000 Penalty: 4718.867676
	Iteration 59Q: 3 clusters Score -1503784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1503801.250000 Penalty: 4718.867676
	Iteration 60F: 3 clusters Score -1503801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1503815.375000 Penalty: 4718.867676
	Iteration 61Q: 3 clusters Score -1503815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1503833.875000 Penalty: 4718.867676
	Iteration 62Q: 3 clusters Score -1503834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1503862.125000 Penalty: 4718.867676
	Iteration 63Q: 3 clusters Score -1503862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1503879.500000 Penalty: 4718.867676
	Iteration 64Q: 3 clusters Score -1503880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1503894.500000 Penalty: 4718.867676
	Iteration 65Q: 3 clusters Score -1503894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1503911.500000 Penalty: 4718.867676
	Iteration 66Q: 3 clusters Score -1503912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1503917.875000 Penalty: 4718.867676
	Iteration 67Q: 3 clusters Score -1503918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1503925.250000 Penalty: 4718.867676
	Iteration 68Q: 3 clusters Score -1503925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1503934.125000 Penalty: 4718.867676
	Iteration 69Q: 3 clusters Score -1503934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1503941.250000 Penalty: 4718.867676
	Iteration 70Q: 3 clusters Score -1503941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1503948.625000 Penalty: 4718.867676
	Iteration 71Q: 3 clusters Score -1503949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1503959.875000 Penalty: 4718.867676
	Iteration 72Q: 3 clusters Score -1503960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1503974.750000 Penalty: 4718.867676
	Iteration 73Q: 3 clusters Score -1503975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1503985.500000 Penalty: 4718.867676
	Iteration 74Q: 3 clusters Score -1503986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1503996.625000 Penalty: 4718.867676
	Iteration 75Q: 3 clusters Score -1503997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1503999.500000 Penalty: 4718.867676
	Iteration 76Q: 3 clusters Score -1504000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1504010.000000 Penalty: 4718.867676
	Iteration 77Q: 3 clusters Score -1504010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1504017.875000 Penalty: 4718.867676
	Iteration 78Q: 3 clusters Score -1504018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1504025.000000 Penalty: 4718.867676
	Iteration 79Q: 3 clusters Score -1504025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1504034.625000 Penalty: 4718.867676
	Iteration 80F: 3 clusters Score -1504035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1504043.750000 Penalty: 4718.867676
	Iteration 81Q: 3 clusters Score -1504044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1504052.750000 Penalty: 4718.867676
	Iteration 82Q: 3 clusters Score -1504053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1504057.375000 Penalty: 4718.867676
	Iteration 83Q: 3 clusters Score -1504057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1504064.500000 Penalty: 4718.867676
	Iteration 84Q: 3 clusters Score -1504064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1504065.125000 Penalty: 4718.867676
	Iteration 85Q: 3 clusters Score -1504065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1504067.500000 Penalty: 4718.867676
	Iteration 86Q: 3 clusters Score -1504068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1504067.625000 Penalty: 4718.867676
	Iteration 87Q: 3 clusters Score -1504068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1504068.750000 Penalty: 4718.867676
	Iteration 88Q: 3 clusters Score -1504069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1504070.500000 Penalty: 4718.867676
	Iteration 89Q: 3 clusters Score -1504070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1504071.750000 Penalty: 4718.867676
	Iteration 90Q: 3 clusters Score -1504072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1504072.750000 Penalty: 4718.867676
	Iteration 91Q: 3 clusters Score -1504073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1504074.500000 Penalty: 4718.867676
	Iteration 92Q: 3 clusters Score -1504074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1504074.625000 Penalty: 4718.867676
	Iteration 93Q: 3 clusters Score -1504075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1504074.250000 Penalty: 4718.867676
	Iteration 94Q: 3 clusters Score -1504074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1504076.375000 Penalty: 4718.867676
	Iteration 95Q: 3 clusters Score -1504076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1504076.625000 Penalty: 4718.867676
	Iteration 96Q: 3 clusters Score -1504077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1504081.000000 Penalty: 4718.867676
	Iteration 97Q: 3 clusters Score -1504081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1504079.375000 Penalty: 4718.867676
	Iteration 98Q: 3 clusters Score -1504079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1504078.000000 Penalty: 4718.867676
	Iteration 99Q: 3 clusters Score -1504078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1504079.250000 Penalty: 4718.867676
	Iteration 100F: 3 clusters Score -1504079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1504082.500000 Penalty: 4718.867676
	Iteration 101Q: 3 clusters Score -1504082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1504082.875000 Penalty: 4718.867676
	Iteration 102Q: 3 clusters Score -1504083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1504083.250000 Penalty: 4718.867676
	Iteration 103Q: 3 clusters Score -1504083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1504083.375000 Penalty: 4718.867676
	Iteration 104Q: 3 clusters Score -1504083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1504084.125000 Penalty: 4718.867676
	Iteration 105Q: 3 clusters Score -1504084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1504084.125000 Penalty: 4718.867676
	Iteration 106F: 3 clusters Score -1504084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Entering Unmasked Estep 
Score: -1783414.625000 Penalty: 2403.315674
	Iteration 0F: 2 clusters Score -1783415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1771872.875000 Penalty: 4806.631348
	Iteration 0F: 3 clusters Score -1771873 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1775677.875000 Penalty: 4806.631348
	Iteration 1F: 3 clusters Score -1775678 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1776160.500000 Penalty: 4806.631348
	Iteration 2F: 3 clusters Score -1776160 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1776565.375000 Penalty: 4806.631348
	Iteration 3F: 3 clusters Score -1776565 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1776931.750000 Penalty: 4806.631348
	Iteration 4Q: 3 clusters Score -1776932 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1777434.000000 Penalty: 4806.631348
	Iteration 5Q: 3 clusters Score -1777434 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1778054.000000 Penalty: 4806.631348
	Iteration 6F: 3 clusters Score -1778054 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1778770.875000 Penalty: 4806.631348
	Iteration 7F: 3 clusters Score -1778771 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1779567.250000 Penalty: 4806.631348
	Iteration 8F: 3 clusters Score -1779567 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1780323.625000 Penalty: 4806.631348
	Iteration 9F: 3 clusters Score -1780324 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1780951.625000 Penalty: 4806.631348
	Iteration 10Q: 3 clusters Score -1780952 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1781452.875000 Penalty: 4806.631348
	Iteration 11Q: 3 clusters Score -1781453 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1781864.250000 Penalty: 4806.631348
	Iteration 12Q: 3 clusters Score -1781864 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1782239.125000 Penalty: 4806.631348
	Iteration 13Q: 3 clusters Score -1782239 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1782493.375000 Penalty: 4806.631348
	Iteration 14Q: 3 clusters Score -1782493 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1782643.250000 Penalty: 4806.631348
	Iteration 15Q: 3 clusters Score -1782643 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1782738.625000 Penalty: 4806.631348
	Iteration 16Q: 3 clusters Score -1782739 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1782811.500000 Penalty: 4806.631348
	Iteration 17Q: 3 clusters Score -1782812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1782865.125000 Penalty: 4806.631348
	Iteration 18Q: 3 clusters Score -1782865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1782911.875000 Penalty: 4806.631348
	Iteration 19Q: 3 clusters Score -1782912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1782939.250000 Penalty: 4806.631348
	Iteration 20F: 3 clusters Score -1782939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1782955.250000 Penalty: 4806.631348
	Iteration 21Q: 3 clusters Score -1782955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1782965.625000 Penalty: 4806.631348
	Iteration 22Q: 3 clusters Score -1782966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1782971.875000 Penalty: 4806.631348
	Iteration 23Q: 3 clusters Score -1782972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1782975.125000 Penalty: 4806.631348
	Iteration 24Q: 3 clusters Score -1782975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1782981.000000 Penalty: 4806.631348
	Iteration 25Q: 3 clusters Score -1782981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1782983.375000 Penalty: 4806.631348
	Iteration 26Q: 3 clusters Score -1782983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1782986.375000 Penalty: 4806.631348
	Iteration 27Q: 3 clusters Score -1782986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1782990.625000 Penalty: 4806.631348
	Iteration 28Q: 3 clusters Score -1782991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1782992.625000 Penalty: 4806.631348
	Iteration 29Q: 3 clusters Score -1782993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1782995.125000 Penalty: 4806.631348
	Iteration 30Q: 3 clusters Score -1782995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1782998.500000 Penalty: 4806.631348
	Iteration 31Q: 3 clusters Score -1782998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1783000.000000 Penalty: 4806.631348
	Iteration 32Q: 3 clusters Score -1783000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1783000.625000 Penalty: 4806.631348
	Iteration 33Q: 3 clusters Score -1783001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1783003.625000 Penalty: 4806.631348
	Iteration 34Q: 3 clusters Score -1783004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1783003.625000 Penalty: 4806.631348
	Iteration 35F: 3 clusters Score -1783004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1650804.625000 Penalty: 2374.939941
	Iteration 0F: 2 clusters Score -1650805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1640277.875000 Penalty: 4749.879883
	Iteration 0F: 3 clusters Score -1640278 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1643566.375000 Penalty: 4749.879883
	Iteration 1F: 3 clusters Score -1643566 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1643865.875000 Penalty: 4749.879883
	Iteration 2F: 3 clusters Score -1643866 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1644096.500000 Penalty: 4749.879883
	Iteration 3Q: 3 clusters Score -1644096 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1644296.000000 Penalty: 4749.879883
	Iteration 4Q: 3 clusters Score -1644296 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1644478.250000 Penalty: 4749.879883
	Iteration 5Q: 3 clusters Score -1644478 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1644650.500000 Penalty: 4749.879883
	Iteration 6Q: 3 clusters Score -1644650 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1644866.125000 Penalty: 4749.879883
	Iteration 7Q: 3 clusters Score -1644866 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1645118.125000 Penalty: 4749.879883
	Iteration 8Q: 3 clusters Score -1645118 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1645445.875000 Penalty: 4749.879883
	Iteration 9Q: 3 clusters Score -1645446 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1645853.875000 Penalty: 4749.879883
	Iteration 10Q: 3 clusters Score -1645854 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1646371.125000 Penalty: 4749.879883
	Iteration 11F: 3 clusters Score -1646371 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1646990.500000 Penalty: 4749.879883
	Iteration 12F: 3 clusters Score -1646990 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1647517.125000 Penalty: 4749.879883
	Iteration 13Q: 3 clusters Score -1647517 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1647934.625000 Penalty: 4749.879883
	Iteration 14Q: 3 clusters Score -1647935 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1648270.125000 Penalty: 4749.879883
	Iteration 15Q: 3 clusters Score -1648270 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1648471.125000 Penalty: 4749.879883
	Iteration 16Q: 3 clusters Score -1648471 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1648578.250000 Penalty: 4749.879883
	Iteration 17Q: 3 clusters Score -1648578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1648638.625000 Penalty: 4749.879883
	Iteration 18Q: 3 clusters Score -1648639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1648667.875000 Penalty: 4749.879883
	Iteration 19Q: 3 clusters Score -1648668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1648701.250000 Penalty: 4749.879883
	Iteration 20F: 3 clusters Score -1648701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1648734.250000 Penalty: 4749.879883
	Iteration 21Q: 3 clusters Score -1648734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1648764.000000 Penalty: 4749.879883
	Iteration 22Q: 3 clusters Score -1648764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1648789.500000 Penalty: 4749.879883
	Iteration 23Q: 3 clusters Score -1648790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1648804.000000 Penalty: 4749.879883
	Iteration 24Q: 3 clusters Score -1648804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1648807.125000 Penalty: 4749.879883
	Iteration 25Q: 3 clusters Score -1648807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1648814.375000 Penalty: 4749.879883
	Iteration 26Q: 3 clusters Score -1648814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1648820.625000 Penalty: 4749.879883
	Iteration 27Q: 3 clusters Score -1648821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1648822.500000 Penalty: 4749.879883
	Iteration 28Q: 3 clusters Score -1648822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1648822.500000 Penalty: 4749.879883
	Iteration 29F: 3 clusters Score -1648822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Entering Unmasked Estep 
Score: -4160115.750000 Penalty: 2606.828125
	Iteration 0F: 2 clusters Score -4160116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4135049.750000 Penalty: 5213.656250
	Iteration 0F: 3 clusters Score -4135050 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4144244.500000 Penalty: 5213.656250
	Iteration 1F: 3 clusters Score -4144244 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4144738.500000 Penalty: 5213.656250
	Iteration 2Q: 3 clusters Score -4144738 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4145215.750000 Penalty: 5213.656250
	Iteration 3Q: 3 clusters Score -4145216 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4145795.750000 Penalty: 5213.656250
	Iteration 4Q: 3 clusters Score -4145796 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4146449.500000 Penalty: 5213.656250
	Iteration 5Q: 3 clusters Score -4146450 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4147340.750000 Penalty: 5213.656250
	Iteration 6Q: 3 clusters Score -4147341 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4148495.750000 Penalty: 5213.656250
	Iteration 7F: 3 clusters Score -4148496 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4149903.500000 Penalty: 5213.656250
	Iteration 8F: 3 clusters Score -4149904 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4151529.500000 Penalty: 5213.656250
	Iteration 9F: 3 clusters Score -4151530 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4153091.000000 Penalty: 5213.656250
	Iteration 10F: 3 clusters Score -4153091 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4154286.000000 Penalty: 5213.656250
	Iteration 11Q: 3 clusters Score -4154286 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -4155078.250000 Penalty: 5213.656250
	Iteration 12Q: 3 clusters Score -4155078 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -4155505.750000 Penalty: 5213.656250
	Iteration 13Q: 3 clusters Score -4155506 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4155806.250000 Penalty: 5213.656250
	Iteration 14Q: 3 clusters Score -4155806 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4156017.750000 Penalty: 5213.656250
	Iteration 15Q: 3 clusters Score -4156018 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4156200.000000 Penalty: 5213.656250
	Iteration 16Q: 3 clusters Score -4156200 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4156330.000000 Penalty: 5213.656250
	Iteration 17Q: 3 clusters Score -4156330 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4156475.250000 Penalty: 5213.656250
	Iteration 18Q: 3 clusters Score -4156475 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4156590.750000 Penalty: 5213.656250
	Iteration 19Q: 3 clusters Score -4156591 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4156721.750000 Penalty: 5213.656250
	Iteration 20F: 3 clusters Score -4156722 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4156833.250000 Penalty: 5213.656250
	Iteration 21Q: 3 clusters Score -4156833 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4156928.000000 Penalty: 5213.656250
	Iteration 22Q: 3 clusters Score -4156928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4157037.250000 Penalty: 5213.656250
	Iteration 23Q: 3 clusters Score -4157037 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4157101.000000 Penalty: 5213.656250
	Iteration 24Q: 3 clusters Score -4157101 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4157157.500000 Penalty: 5213.656250
	Iteration 25Q: 3 clusters Score -4157158 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4157214.250000 Penalty: 5213.656250
	Iteration 26Q: 3 clusters Score -4157214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4157263.250000 Penalty: 5213.656250
	Iteration 27Q: 3 clusters Score -4157263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4157302.000000 Penalty: 5213.656250
	Iteration 28Q: 3 clusters Score -4157302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4157321.750000 Penalty: 5213.656250
	Iteration 29Q: 3 clusters Score -4157322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4157351.500000 Penalty: 5213.656250
	Iteration 30Q: 3 clusters Score -4157352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4157390.500000 Penalty: 5213.656250
	Iteration 31Q: 3 clusters Score -4157390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4157414.250000 Penalty: 5213.656250
	Iteration 32Q: 3 clusters Score -4157414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4157445.250000 Penalty: 5213.656250
	Iteration 33Q: 3 clusters Score -4157445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4157465.000000 Penalty: 5213.656250
	Iteration 34Q: 3 clusters Score -4157465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4157484.250000 Penalty: 5213.656250
	Iteration 35Q: 3 clusters Score -4157484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4157502.500000 Penalty: 5213.656250
	Iteration 36Q: 3 clusters Score -4157502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4157512.250000 Penalty: 5213.656250
	Iteration 37Q: 3 clusters Score -4157512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4157525.000000 Penalty: 5213.656250
	Iteration 38Q: 3 clusters Score -4157525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4157547.750000 Penalty: 5213.656250
	Iteration 39Q: 3 clusters Score -4157548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4157563.750000 Penalty: 5213.656250
	Iteration 40F: 3 clusters Score -4157564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4157573.250000 Penalty: 5213.656250
	Iteration 41Q: 3 clusters Score -4157573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4157582.750000 Penalty: 5213.656250
	Iteration 42Q: 3 clusters Score -4157583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4157584.500000 Penalty: 5213.656250
	Iteration 43Q: 3 clusters Score -4157584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4157616.750000 Penalty: 5213.656250
	Iteration 44Q: 3 clusters Score -4157617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4157625.250000 Penalty: 5213.656250
	Iteration 45Q: 3 clusters Score -4157625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4157635.000000 Penalty: 5213.656250
	Iteration 46Q: 3 clusters Score -4157635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4157647.500000 Penalty: 5213.656250
	Iteration 47Q: 3 clusters Score -4157648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4157654.750000 Penalty: 5213.656250
	Iteration 48Q: 3 clusters Score -4157655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4157662.250000 Penalty: 5213.656250
	Iteration 49Q: 3 clusters Score -4157662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4157665.500000 Penalty: 5213.656250
	Iteration 50Q: 3 clusters Score -4157666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4157664.500000 Penalty: 5213.656250
	Iteration 51Q: 3 clusters Score -4157664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4157679.250000 Penalty: 5213.656250
	Iteration 52Q: 3 clusters Score -4157679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4157682.500000 Penalty: 5213.656250
	Iteration 53Q: 3 clusters Score -4157682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4157692.250000 Penalty: 5213.656250
	Iteration 54Q: 3 clusters Score -4157692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4157705.500000 Penalty: 5213.656250
	Iteration 55Q: 3 clusters Score -4157706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4157718.000000 Penalty: 5213.656250
	Iteration 56Q: 3 clusters Score -4157718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4157719.500000 Penalty: 5213.656250
	Iteration 57Q: 3 clusters Score -4157720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4157726.750000 Penalty: 5213.656250
	Iteration 58Q: 3 clusters Score -4157727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4157745.500000 Penalty: 5213.656250
	Iteration 59Q: 3 clusters Score -4157746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4157745.500000 Penalty: 5213.656250
	Iteration 60F: 3 clusters Score -4157746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4157757.750000 Penalty: 5213.656250
	Iteration 61Q: 3 clusters Score -4157758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4157756.250000 Penalty: 5213.656250
	Iteration 62Q: 3 clusters Score -4157756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4157760.000000 Penalty: 5213.656250
	Iteration 63Q: 3 clusters Score -4157760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4157773.500000 Penalty: 5213.656250
	Iteration 64Q: 3 clusters Score -4157774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4157780.000000 Penalty: 5213.656250
	Iteration 65Q: 3 clusters Score -4157780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4157785.500000 Penalty: 5213.656250
	Iteration 66Q: 3 clusters Score -4157786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4157789.500000 Penalty: 5213.656250
	Iteration 67Q: 3 clusters Score -4157790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4157794.000000 Penalty: 5213.656250
	Iteration 68Q: 3 clusters Score -4157794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4157794.500000 Penalty: 5213.656250
	Iteration 69Q: 3 clusters Score -4157794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4157802.000000 Penalty: 5213.656250
	Iteration 70Q: 3 clusters Score -4157802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4157807.250000 Penalty: 5213.656250
	Iteration 71Q: 3 clusters Score -4157807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4157806.250000 Penalty: 5213.656250
	Iteration 72Q: 3 clusters Score -4157806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4157803.750000 Penalty: 5213.656250
	Iteration 73Q: 3 clusters Score -4157804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4157800.750000 Penalty: 5213.656250
	Iteration 74Q: 3 clusters Score -4157801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4157799.000000 Penalty: 5213.656250
	Iteration 75Q: 3 clusters Score -4157799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4157802.250000 Penalty: 5213.656250
	Iteration 76Q: 3 clusters Score -4157802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4157803.000000 Penalty: 5213.656250
	Iteration 77Q: 3 clusters Score -4157803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4157805.500000 Penalty: 5213.656250
	Iteration 78Q: 3 clusters Score -4157806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4157814.500000 Penalty: 5213.656250
	Iteration 79Q: 3 clusters Score -4157814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4157813.250000 Penalty: 5213.656250
	Iteration 80F: 3 clusters Score -4157813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4157814.750000 Penalty: 5213.656250
	Iteration 81Q: 3 clusters Score -4157815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4157817.250000 Penalty: 5213.656250
	Iteration 82Q: 3 clusters Score -4157817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4157821.500000 Penalty: 5213.656250
	Iteration 83Q: 3 clusters Score -4157822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4157823.750000 Penalty: 5213.656250
	Iteration 84Q: 3 clusters Score -4157824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4157831.750000 Penalty: 5213.656250
	Iteration 85Q: 3 clusters Score -4157832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4157831.750000 Penalty: 5213.656250
	Iteration 86Q: 3 clusters Score -4157832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4157829.750000 Penalty: 5213.656250
	Iteration 87Q: 3 clusters Score -4157830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4157833.500000 Penalty: 5213.656250
	Iteration 88Q: 3 clusters Score -4157834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4157827.750000 Penalty: 5213.656250
	Iteration 89Q: 3 clusters Score -4157828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4157834.000000 Penalty: 5213.656250
	Iteration 90Q: 3 clusters Score -4157834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4157840.750000 Penalty: 5213.656250
	Iteration 91Q: 3 clusters Score -4157841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4157839.750000 Penalty: 5213.656250
	Iteration 92Q: 3 clusters Score -4157840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4157848.250000 Penalty: 5213.656250
	Iteration 93Q: 3 clusters Score -4157848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4157848.000000 Penalty: 5213.656250
	Iteration 94Q: 3 clusters Score -4157848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4157848.000000 Penalty: 5213.656250
	Iteration 95F: 3 clusters Score -4157848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -128923.367188 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -128923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126856.281250 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -126856.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127185.687500 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -127185.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127296.875000 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -127296.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127348.773438 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -127348.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127379.250000 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -127379.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127401.156250 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -127401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127418.742188 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -127418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127424.632812 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -127424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127438.695312 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -127438.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127453.257812 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -127453.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127457.570312 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -127457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127464.335938 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -127464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127469.453125 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -127469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127471.421875 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -127471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127473.679688 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -127473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127477.406250 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -127477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127479.203125 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -127479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127479.968750 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -127480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127479.968750 Penalty: 3507.921387
	Iteration 18F: 3 clusters Score -127480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Entering Unmasked Estep 
Score: -1890463.750000 Penalty: 2408.191406
	Iteration 0F: 2 clusters Score -1890464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1878694.875000 Penalty: 4816.382812
	Iteration 0F: 3 clusters Score -1878695 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1882407.625000 Penalty: 4816.382812
	Iteration 1F: 3 clusters Score -1882408 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1882693.875000 Penalty: 4816.382812
	Iteration 2F: 3 clusters Score -1882694 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1882870.750000 Penalty: 4816.382812
	Iteration 3Q: 3 clusters Score -1882871 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1883016.125000 Penalty: 4816.382812
	Iteration 4Q: 3 clusters Score -1883016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1883135.750000 Penalty: 4816.382812
	Iteration 5Q: 3 clusters Score -1883136 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1883252.750000 Penalty: 4816.382812
	Iteration 6Q: 3 clusters Score -1883253 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1883378.875000 Penalty: 4816.382812
	Iteration 7Q: 3 clusters Score -1883379 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1883516.125000 Penalty: 4816.382812
	Iteration 8Q: 3 clusters Score -1883516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1883695.250000 Penalty: 4816.382812
	Iteration 9Q: 3 clusters Score -1883695 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1883915.875000 Penalty: 4816.382812
	Iteration 10Q: 3 clusters Score -1883916 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1884213.625000 Penalty: 4816.382812
	Iteration 11Q: 3 clusters Score -1884214 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1884628.000000 Penalty: 4816.382812
	Iteration 12Q: 3 clusters Score -1884628 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1885194.750000 Penalty: 4816.382812
	Iteration 13Q: 3 clusters Score -1885195 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1885894.500000 Penalty: 4816.382812
	Iteration 14F: 3 clusters Score -1885894 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1886587.250000 Penalty: 4816.382812
	Iteration 15F: 3 clusters Score -1886587 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1887213.375000 Penalty: 4816.382812
	Iteration 16Q: 3 clusters Score -1887213 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1887646.375000 Penalty: 4816.382812
	Iteration 17Q: 3 clusters Score -1887646 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1887915.000000 Penalty: 4816.382812
	Iteration 18Q: 3 clusters Score -1887915 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1888073.250000 Penalty: 4816.382812
	Iteration 19Q: 3 clusters Score -1888073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1888172.875000 Penalty: 4816.382812
	Iteration 20F: 3 clusters Score -1888173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1888231.125000 Penalty: 4816.382812
	Iteration 21Q: 3 clusters Score -1888231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1888268.250000 Penalty: 4816.382812
	Iteration 22Q: 3 clusters Score -1888268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1888287.375000 Penalty: 4816.382812
	Iteration 23Q: 3 clusters Score -1888287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1888304.750000 Penalty: 4816.382812
	Iteration 24Q: 3 clusters Score -1888305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1888313.875000 Penalty: 4816.382812
	Iteration 25Q: 3 clusters Score -1888314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1888318.875000 Penalty: 4816.382812
	Iteration 26Q: 3 clusters Score -1888319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1888319.875000 Penalty: 4816.382812
	Iteration 27Q: 3 clusters Score -1888320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1888324.000000 Penalty: 4816.382812
	Iteration 28Q: 3 clusters Score -1888324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1888327.000000 Penalty: 4816.382812
	Iteration 29Q: 3 clusters Score -1888327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1888328.750000 Penalty: 4816.382812
	Iteration 30Q: 3 clusters Score -1888329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1888328.750000 Penalty: 4816.382812
	Iteration 31Q: 3 clusters Score -1888329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1888330.000000 Penalty: 4816.382812
	Iteration 32Q: 3 clusters Score -1888330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1888330.000000 Penalty: 4816.382812
	Iteration 33F: 3 clusters Score -1888330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Entering Unmasked Estep 
Score: -5135512.500000 Penalty: 2657.913086
	Iteration 0F: 2 clusters Score -5135512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5104969.500000 Penalty: 5315.826172
	Iteration 0F: 3 clusters Score -5104970 nChanged 20651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5116366.000000 Penalty: 5315.826172
	Iteration 1F: 3 clusters Score -5116366 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5117092.000000 Penalty: 5315.826172
	Iteration 2Q: 3 clusters Score -5117092 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -5118097.000000 Penalty: 5315.826172
	Iteration 3Q: 3 clusters Score -5118097 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5119511.000000 Penalty: 5315.826172
	Iteration 4F: 3 clusters Score -5119511 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5121420.000000 Penalty: 5315.826172
	Iteration 5F: 3 clusters Score -5121420 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -5123725.500000 Penalty: 5315.826172
	Iteration 6F: 3 clusters Score -5123726 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5126076.000000 Penalty: 5315.826172
	Iteration 7F: 3 clusters Score -5126076 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5128158.500000 Penalty: 5315.826172
	Iteration 8F: 3 clusters Score -5128158 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5129759.500000 Penalty: 5315.826172
	Iteration 9Q: 3 clusters Score -5129760 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5130994.500000 Penalty: 5315.826172
	Iteration 10Q: 3 clusters Score -5130994 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5131833.500000 Penalty: 5315.826172
	Iteration 11Q: 3 clusters Score -5131834 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5132464.500000 Penalty: 5315.826172
	Iteration 12Q: 3 clusters Score -5132464 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5132868.500000 Penalty: 5315.826172
	Iteration 13Q: 3 clusters Score -5132868 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5133084.000000 Penalty: 5315.826172
	Iteration 14Q: 3 clusters Score -5133084 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5133213.000000 Penalty: 5315.826172
	Iteration 15Q: 3 clusters Score -5133213 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5133320.000000 Penalty: 5315.826172
	Iteration 16Q: 3 clusters Score -5133320 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -5133370.000000 Penalty: 5315.826172
	Iteration 17Q: 3 clusters Score -5133370 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5133429.000000 Penalty: 5315.826172
	Iteration 18Q: 3 clusters Score -5133429 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5133466.500000 Penalty: 5315.826172
	Iteration 19Q: 3 clusters Score -5133466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5133497.500000 Penalty: 5315.826172
	Iteration 20F: 3 clusters Score -5133498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5133510.000000 Penalty: 5315.826172
	Iteration 21Q: 3 clusters Score -5133510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5133552.000000 Penalty: 5315.826172
	Iteration 22Q: 3 clusters Score -5133552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5133567.500000 Penalty: 5315.826172
	Iteration 23Q: 3 clusters Score -5133568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -5133596.000000 Penalty: 5315.826172
	Iteration 24Q: 3 clusters Score -5133596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5133611.500000 Penalty: 5315.826172
	Iteration 25Q: 3 clusters Score -5133612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5133634.500000 Penalty: 5315.826172
	Iteration 26Q: 3 clusters Score -5133634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -5133648.000000 Penalty: 5315.826172
	Iteration 27Q: 3 clusters Score -5133648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5133664.000000 Penalty: 5315.826172
	Iteration 28Q: 3 clusters Score -5133664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5133664.000000 Penalty: 5315.826172
	Iteration 29Q: 3 clusters Score -5133664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5133667.500000 Penalty: 5315.826172
	Iteration 30Q: 3 clusters Score -5133668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5133679.000000 Penalty: 5315.826172
	Iteration 31Q: 3 clusters Score -5133679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -5133700.000000 Penalty: 5315.826172
	Iteration 32Q: 3 clusters Score -5133700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5133717.000000 Penalty: 5315.826172
	Iteration 33Q: 3 clusters Score -5133717 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5133724.000000 Penalty: 5315.826172
	Iteration 34Q: 3 clusters Score -5133724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5133731.500000 Penalty: 5315.826172
	Iteration 35Q: 3 clusters Score -5133732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5133750.000000 Penalty: 5315.826172
	Iteration 36Q: 3 clusters Score -5133750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5133758.500000 Penalty: 5315.826172
	Iteration 37Q: 3 clusters Score -5133758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5133778.500000 Penalty: 5315.826172
	Iteration 38Q: 3 clusters Score -5133778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5133798.500000 Penalty: 5315.826172
	Iteration 39Q: 3 clusters Score -5133798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5133805.000000 Penalty: 5315.826172
	Iteration 40F: 3 clusters Score -5133805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5133807.000000 Penalty: 5315.826172
	Iteration 41Q: 3 clusters Score -5133807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5133815.500000 Penalty: 5315.826172
	Iteration 42Q: 3 clusters Score -5133816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5133838.500000 Penalty: 5315.826172
	Iteration 43Q: 3 clusters Score -5133838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -5133846.000000 Penalty: 5315.826172
	Iteration 44Q: 3 clusters Score -5133846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5133861.500000 Penalty: 5315.826172
	Iteration 45Q: 3 clusters Score -5133862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5133860.000000 Penalty: 5315.826172
	Iteration 46Q: 3 clusters Score -5133860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5133866.000000 Penalty: 5315.826172
	Iteration 47Q: 3 clusters Score -5133866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -5133876.500000 Penalty: 5315.826172
	Iteration 48Q: 3 clusters Score -5133876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5133883.500000 Penalty: 5315.826172
	Iteration 49Q: 3 clusters Score -5133884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5133878.000000 Penalty: 5315.826172
	Iteration 50Q: 3 clusters Score -5133878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5133875.000000 Penalty: 5315.826172
	Iteration 51Q: 3 clusters Score -5133875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5133876.500000 Penalty: 5315.826172
	Iteration 52Q: 3 clusters Score -5133876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5133883.500000 Penalty: 5315.826172
	Iteration 53Q: 3 clusters Score -5133884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5133889.500000 Penalty: 5315.826172
	Iteration 54Q: 3 clusters Score -5133890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -5133891.000000 Penalty: 5315.826172
	Iteration 55Q: 3 clusters Score -5133891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5133889.500000 Penalty: 5315.826172
	Iteration 56Q: 3 clusters Score -5133890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5133897.000000 Penalty: 5315.826172
	Iteration 57Q: 3 clusters Score -5133897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5133909.000000 Penalty: 5315.826172
	Iteration 58Q: 3 clusters Score -5133909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -5133905.000000 Penalty: 5315.826172
	Iteration 59Q: 3 clusters Score -5133905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5133900.500000 Penalty: 5315.826172
	Iteration 60F: 3 clusters Score -5133900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5133905.000000 Penalty: 5315.826172
	Iteration 61Q: 3 clusters Score -5133905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5133911.000000 Penalty: 5315.826172
	Iteration 62Q: 3 clusters Score -5133911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -5133903.000000 Penalty: 5315.826172
	Iteration 63Q: 3 clusters Score -5133903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5133908.000000 Penalty: 5315.826172
	Iteration 64Q: 3 clusters Score -5133908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5133906.000000 Penalty: 5315.826172
	Iteration 65Q: 3 clusters Score -5133906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5133916.000000 Penalty: 5315.826172
	Iteration 66Q: 3 clusters Score -5133916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5133919.000000 Penalty: 5315.826172
	Iteration 67Q: 3 clusters Score -5133919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -5133922.500000 Penalty: 5315.826172
	Iteration 68Q: 3 clusters Score -5133922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5133921.000000 Penalty: 5315.826172
	Iteration 69Q: 3 clusters Score -5133921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -5133913.000000 Penalty: 5315.826172
	Iteration 70Q: 3 clusters Score -5133913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -5133918.000000 Penalty: 5315.826172
	Iteration 71Q: 3 clusters Score -5133918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -5133921.500000 Penalty: 5315.826172
	Iteration 72Q: 3 clusters Score -5133922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5133921.000000 Penalty: 5315.826172
	Iteration 73Q: 3 clusters Score -5133921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5133920.500000 Penalty: 5315.826172
	Iteration 74Q: 3 clusters Score -5133920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5133920.500000 Penalty: 5315.826172
	Iteration 75F: 3 clusters Score -5133920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -217991.812500 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -217991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215411.593750 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -215411.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -215886.421875 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -215886.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215999.765625 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -215999.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -216041.328125 Penalty: 3751.347412
	Iteration 3Q: 3 clusters Score -216041.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -216065.937500 Penalty: 3751.347412
	Iteration 4Q: 3 clusters Score -216065.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216084.281250 Penalty: 3751.347412
	Iteration 5Q: 3 clusters Score -216084.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -216096.859375 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -216096.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -216113.171875 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -216113.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -216121.171875 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -216121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -216125.859375 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -216125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -216130.562500 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -216130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -216134.093750 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -216134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216134.421875 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -216134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216134.421875 Penalty: 3751.347412
	Iteration 13F: 3 clusters Score -216134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Entering Unmasked Estep 
Score: -8629919.000000 Penalty: 2787.102783
	Iteration 0F: 2 clusters Score -8629919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -8578969.000000 Penalty: 5574.205566
	Iteration 0F: 3 clusters Score -8578969 nChanged 35625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8598964.000000 Penalty: 5574.205566
	Iteration 1F: 3 clusters Score -8598964 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -8599619.000000 Penalty: 5574.205566
	Iteration 2Q: 3 clusters Score -8599619 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8600238.000000 Penalty: 5574.205566
	Iteration 3Q: 3 clusters Score -8600238 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8600946.000000 Penalty: 5574.205566
	Iteration 4Q: 3 clusters Score -8600946 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -8601795.000000 Penalty: 5574.205566
	Iteration 5Q: 3 clusters Score -8601795 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -8602824.000000 Penalty: 5574.205566
	Iteration 6Q: 3 clusters Score -8602824 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8604259.000000 Penalty: 5574.205566
	Iteration 7Q: 3 clusters Score -8604259 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -8606120.000000 Penalty: 5574.205566
	Iteration 8Q: 3 clusters Score -8606120 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -8608635.000000 Penalty: 5574.205566
	Iteration 9F: 3 clusters Score -8608635 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -8611846.000000 Penalty: 5574.205566
	Iteration 10F: 3 clusters Score -8611846 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -8615460.000000 Penalty: 5574.205566
	Iteration 11F: 3 clusters Score -8615460 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -8618681.000000 Penalty: 5574.205566
	Iteration 12Q: 3 clusters Score -8618681 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -8620984.000000 Penalty: 5574.205566
	Iteration 13Q: 3 clusters Score -8620984 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -8622435.000000 Penalty: 5574.205566
	Iteration 14Q: 3 clusters Score -8622435 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -8623485.000000 Penalty: 5574.205566
	Iteration 15Q: 3 clusters Score -8623485 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -8624385.000000 Penalty: 5574.205566
	Iteration 16Q: 3 clusters Score -8624385 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -8625119.000000 Penalty: 5574.205566
	Iteration 17Q: 3 clusters Score -8625119 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -8625686.000000 Penalty: 5574.205566
	Iteration 18Q: 3 clusters Score -8625686 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -8626094.000000 Penalty: 5574.205566
	Iteration 19Q: 3 clusters Score -8626094 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -8626474.000000 Penalty: 5574.205566
	Iteration 20F: 3 clusters Score -8626474 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -8626768.000000 Penalty: 5574.205566
	Iteration 21Q: 3 clusters Score -8626768 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -8627014.000000 Penalty: 5574.205566
	Iteration 22Q: 3 clusters Score -8627014 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -8627199.000000 Penalty: 5574.205566
	Iteration 23Q: 3 clusters Score -8627199 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -8627307.000000 Penalty: 5574.205566
	Iteration 24Q: 3 clusters Score -8627307 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -8627389.000000 Penalty: 5574.205566
	Iteration 25Q: 3 clusters Score -8627389 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -8627489.000000 Penalty: 5574.205566
	Iteration 26Q: 3 clusters Score -8627489 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -8627511.000000 Penalty: 5574.205566
	Iteration 27Q: 3 clusters Score -8627511 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -8627564.000000 Penalty: 5574.205566
	Iteration 28Q: 3 clusters Score -8627564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -8627603.000000 Penalty: 5574.205566
	Iteration 29Q: 3 clusters Score -8627603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -8627641.000000 Penalty: 5574.205566
	Iteration 30Q: 3 clusters Score -8627641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -8627671.000000 Penalty: 5574.205566
	Iteration 31Q: 3 clusters Score -8627671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -8627674.000000 Penalty: 5574.205566
	Iteration 32Q: 3 clusters Score -8627674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -8627698.000000 Penalty: 5574.205566
	Iteration 33Q: 3 clusters Score -8627698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -8627729.000000 Penalty: 5574.205566
	Iteration 34Q: 3 clusters Score -8627729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -8627734.000000 Penalty: 5574.205566
	Iteration 35Q: 3 clusters Score -8627734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -8627749.000000 Penalty: 5574.205566
	Iteration 36Q: 3 clusters Score -8627749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -8627766.000000 Penalty: 5574.205566
	Iteration 37Q: 3 clusters Score -8627766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -8627779.000000 Penalty: 5574.205566
	Iteration 38Q: 3 clusters Score -8627779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8627793.000000 Penalty: 5574.205566
	Iteration 39Q: 3 clusters Score -8627793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -8627794.000000 Penalty: 5574.205566
	Iteration 40F: 3 clusters Score -8627794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -8627805.000000 Penalty: 5574.205566
	Iteration 41Q: 3 clusters Score -8627805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -8627812.000000 Penalty: 5574.205566
	Iteration 42Q: 3 clusters Score -8627812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -8627820.000000 Penalty: 5574.205566
	Iteration 43Q: 3 clusters Score -8627820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -8627845.000000 Penalty: 5574.205566
	Iteration 44Q: 3 clusters Score -8627845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -8627862.000000 Penalty: 5574.205566
	Iteration 45Q: 3 clusters Score -8627862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -8627875.000000 Penalty: 5574.205566
	Iteration 46Q: 3 clusters Score -8627875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -8627876.000000 Penalty: 5574.205566
	Iteration 47Q: 3 clusters Score -8627876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -8627880.000000 Penalty: 5574.205566
	Iteration 48Q: 3 clusters Score -8627880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -8627873.000000 Penalty: 5574.205566
	Iteration 49Q: 3 clusters Score -8627873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -8627871.000000 Penalty: 5574.205566
	Iteration 50Q: 3 clusters Score -8627871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -8627874.000000 Penalty: 5574.205566
	Iteration 51Q: 3 clusters Score -8627874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -8627872.000000 Penalty: 5574.205566
	Iteration 52Q: 3 clusters Score -8627872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -8627871.000000 Penalty: 5574.205566
	Iteration 53Q: 3 clusters Score -8627871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -8627874.000000 Penalty: 5574.205566
	Iteration 54Q: 3 clusters Score -8627874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -8627877.000000 Penalty: 5574.205566
	Iteration 55Q: 3 clusters Score -8627877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -8627878.000000 Penalty: 5574.205566
	Iteration 56Q: 3 clusters Score -8627878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -8627878.000000 Penalty: 5574.205566
	Iteration 57F: 3 clusters Score -8627878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -330544.656250 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -330544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -327263.781250 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -327263.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -327903.875000 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -327903.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -328069.875000 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -328069.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -328195.531250 Penalty: 3976.911377
	Iteration 3Q: 3 clusters Score -328195.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -328329.281250 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -328329.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -328481.062500 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -328481.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -328648.437500 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -328648.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -328795.781250 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -328795.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -328917.468750 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -328917.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -329005.593750 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -329005.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329086.906250 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -329086.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -329167.406250 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -329167.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -329223.500000 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -329223.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -329269.968750 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -329270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -329317.312500 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -329317.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -329357.125000 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -329357.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -329389.750000 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -329389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -329406.718750 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -329406.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -329418.843750 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -329418.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -329428.812500 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -329428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -329435.406250 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -329435.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -329443.187500 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -329443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -329451.187500 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -329451.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329458.093750 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -329458.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -329465.187500 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -329465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -329473.875000 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -329473.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329482.437500 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -329482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -329490.812500 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -329490.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -329503.468750 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -329503.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -329525.687500 Penalty: 3976.911377
	Iteration 29Q: 3 clusters Score -329525.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -329547.750000 Penalty: 3976.911377
	Iteration 30Q: 3 clusters Score -329547.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -329579.000000 Penalty: 3976.911377
	Iteration 31Q: 3 clusters Score -329579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -329624.656250 Penalty: 3976.911377
	Iteration 32Q: 3 clusters Score -329624.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -329706.500000 Penalty: 3976.911377
	Iteration 33Q: 3 clusters Score -329706.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -329814.750000 Penalty: 3976.911377
	Iteration 34Q: 3 clusters Score -329814.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329907.375000 Penalty: 3976.911377
	Iteration 35Q: 3 clusters Score -329907.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -329959.843750 Penalty: 3976.911377
	Iteration 36Q: 3 clusters Score -329959.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329995.906250 Penalty: 3976.911377
	Iteration 37Q: 3 clusters Score -329995.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -330019.593750 Penalty: 3976.911377
	Iteration 38Q: 3 clusters Score -330019.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -330026.875000 Penalty: 3976.911377
	Iteration 39Q: 3 clusters Score -330026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -330031.312500 Penalty: 3976.911377
	Iteration 40F: 3 clusters Score -330031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -330036.687500 Penalty: 3976.911377
	Iteration 41Q: 3 clusters Score -330036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -330041.812500 Penalty: 3976.911377
	Iteration 42Q: 3 clusters Score -330041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -330046.937500 Penalty: 3976.911377
	Iteration 43Q: 3 clusters Score -330046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -330049.562500 Penalty: 3976.911377
	Iteration 44Q: 3 clusters Score -330049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330051.156250 Penalty: 3976.911377
	Iteration 45Q: 3 clusters Score -330051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -330053.281250 Penalty: 3976.911377
	Iteration 46Q: 3 clusters Score -330053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -330053.281250 Penalty: 3976.911377
	Iteration 47F: 3 clusters Score -330053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -364403.218750 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -364403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -360879.093750 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -360879.1 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -361606.125000 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -361606.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -361813.125000 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -361813.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -361923.687500 Penalty: 4029.872803
	Iteration 3F: 3 clusters Score -361923.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -362005.125000 Penalty: 4029.872803
	Iteration 4Q: 3 clusters Score -362005.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -362099.468750 Penalty: 4029.872803
	Iteration 5Q: 3 clusters Score -362099.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -362206.312500 Penalty: 4029.872803
	Iteration 6Q: 3 clusters Score -362206.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -362318.000000 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -362318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -362477.312500 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -362477.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -362665.062500 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -362665.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -362863.875000 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -362863.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -363041.656250 Penalty: 4029.872803
	Iteration 11F: 3 clusters Score -363041.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -363200.687500 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -363200.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -363347.968750 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -363348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -363447.781250 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -363447.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -363518.031250 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -363518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -363563.843750 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -363563.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -363601.125000 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -363601.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -363628.750000 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -363628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -363641.593750 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -363641.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -363650.625000 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -363650.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -363660.406250 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -363660.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -363669.093750 Penalty: 4029.872803
	Iteration 22Q: 3 clusters Score -363669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -363674.375000 Penalty: 4029.872803
	Iteration 23Q: 3 clusters Score -363674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -363677.937500 Penalty: 4029.872803
	Iteration 24Q: 3 clusters Score -363677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -363679.343750 Penalty: 4029.872803
	Iteration 25Q: 3 clusters Score -363679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -363681.625000 Penalty: 4029.872803
	Iteration 26Q: 3 clusters Score -363681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -363683.437500 Penalty: 4029.872803
	Iteration 27Q: 3 clusters Score -363683.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -363683.437500 Penalty: 4029.872803
	Iteration 28F: 3 clusters Score -363683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -323867.093750 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -323867.1 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 1528 members 
Entering Unmasked Estep 
Score: -320578.937500 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -320578.9 nChanged 1061
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: -321213.218750 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -321213.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -321410.875000 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -321410.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -321525.125000 Penalty: 3975.438232
	Iteration 3F: 3 clusters Score -321525.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -321607.531250 Penalty: 3975.438232
	Iteration 4Q: 3 clusters Score -321607.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -321657.531250 Penalty: 3975.438232
	Iteration 5Q: 3 clusters Score -321657.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -321688.000000 Penalty: 3975.438232
	Iteration 6Q: 3 clusters Score -321688 nChanged 48
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: -321711.906250 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -321711.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -321734.531250 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -321734.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -321755.437500 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -321755.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -321781.812500 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -321781.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -321813.375000 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -321813.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321851.687500 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -321851.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -321882.906250 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -321882.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321912.125000 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -321912.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -321949.375000 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -321949.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -321972.187500 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -321972.2 nChanged 28
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: -321986.312500 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -321986.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -321996.031250 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -321996 nChanged 23
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: -322005.375000 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -322005.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -322014.812500 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -322014.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322027.500000 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -322027.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -322035.656250 Penalty: 3975.438232
	Iteration 22Q: 3 clusters Score -322035.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -322040.125000 Penalty: 3975.438232
	Iteration 23Q: 3 clusters Score -322040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -322044.000000 Penalty: 3975.438232
	Iteration 24Q: 3 clusters Score -322044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322048.937500 Penalty: 3975.438232
	Iteration 25Q: 3 clusters Score -322048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -322053.281250 Penalty: 3975.438232
	Iteration 26Q: 3 clusters Score -322053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -322058.875000 Penalty: 3975.438232
	Iteration 27Q: 3 clusters Score -322058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -322062.875000 Penalty: 3975.438232
	Iteration 28Q: 3 clusters Score -322062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -322067.031250 Penalty: 3975.438232
	Iteration 29Q: 3 clusters Score -322067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322076.875000 Penalty: 3975.438232
	Iteration 30Q: 3 clusters Score -322076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -322087.343750 Penalty: 3975.438232
	Iteration 31Q: 3 clusters Score -322087.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -322099.343750 Penalty: 3975.438232
	Iteration 32Q: 3 clusters Score -322099.3 nChanged 27
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: -322112.843750 Penalty: 3975.438232
	Iteration 33Q: 3 clusters Score -322112.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -322124.562500 Penalty: 3975.438232
	Iteration 34Q: 3 clusters Score -322124.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -322134.031250 Penalty: 3975.438232
	Iteration 35Q: 3 clusters Score -322134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322141.187500 Penalty: 3975.438232
	Iteration 36Q: 3 clusters Score -322141.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -322148.468750 Penalty: 3975.438232
	Iteration 37Q: 3 clusters Score -322148.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -322156.281250 Penalty: 3975.438232
	Iteration 38Q: 3 clusters Score -322156.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -322166.406250 Penalty: 3975.438232
	Iteration 39Q: 3 clusters Score -322166.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322176.218750 Penalty: 3975.438232
	Iteration 40F: 3 clusters Score -322176.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322184.375000 Penalty: 3975.438232
	Iteration 41Q: 3 clusters Score -322184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -322188.531250 Penalty: 3975.438232
	Iteration 42Q: 3 clusters Score -322188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -322195.062500 Penalty: 3975.438232
	Iteration 43Q: 3 clusters Score -322195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -322200.187500 Penalty: 3975.438232
	Iteration 44Q: 3 clusters Score -322200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -322207.375000 Penalty: 3975.438232
	Iteration 45Q: 3 clusters Score -322207.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -322214.343750 Penalty: 3975.438232
	Iteration 46Q: 3 clusters Score -322214.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -322228.343750 Penalty: 3975.438232
	Iteration 47Q: 3 clusters Score -322228.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -322248.500000 Penalty: 3975.438232
	Iteration 48Q: 3 clusters Score -322248.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -322268.843750 Penalty: 3975.438232
	Iteration 49Q: 3 clusters Score -322268.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -322300.750000 Penalty: 3975.438232
	Iteration 50Q: 3 clusters Score -322300.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -322328.281250 Penalty: 3975.438232
	Iteration 51Q: 3 clusters Score -322328.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322358.875000 Penalty: 3975.438232
	Iteration 52Q: 3 clusters Score -322358.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -322400.062500 Penalty: 3975.438232
	Iteration 53Q: 3 clusters Score -322400.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -322435.718750 Penalty: 3975.438232
	Iteration 54Q: 3 clusters Score -322435.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -322467.156250 Penalty: 3975.438232
	Iteration 55Q: 3 clusters Score -322467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -322498.625000 Penalty: 3975.438232
	Iteration 56Q: 3 clusters Score -322498.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -322527.281250 Penalty: 3975.438232
	Iteration 57Q: 3 clusters Score -322527.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -322555.218750 Penalty: 3975.438232
	Iteration 58Q: 3 clusters Score -322555.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -322584.562500 Penalty: 3975.438232
	Iteration 59Q: 3 clusters Score -322584.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -322613.468750 Penalty: 3975.438232
	Iteration 60F: 3 clusters Score -322613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -322643.437500 Penalty: 3975.438232
	Iteration 61Q: 3 clusters Score -322643.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -322672.968750 Penalty: 3975.438232
	Iteration 62Q: 3 clusters Score -322673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -322707.031250 Penalty: 3975.438232
	Iteration 63Q: 3 clusters Score -322707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -322741.718750 Penalty: 3975.438232
	Iteration 64Q: 3 clusters Score -322741.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -322774.750000 Penalty: 3975.438232
	Iteration 65Q: 3 clusters Score -322774.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -322797.187500 Penalty: 3975.438232
	Iteration 66Q: 3 clusters Score -322797.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -322813.656250 Penalty: 3975.438232
	Iteration 67Q: 3 clusters Score -322813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -322822.593750 Penalty: 3975.438232
	Iteration 68Q: 3 clusters Score -322822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -322833.531250 Penalty: 3975.438232
	Iteration 69Q: 3 clusters Score -322833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -322847.031250 Penalty: 3975.438232
	Iteration 70Q: 3 clusters Score -322847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -322863.500000 Penalty: 3975.438232
	Iteration 71Q: 3 clusters Score -322863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -322878.187500 Penalty: 3975.438232
	Iteration 72Q: 3 clusters Score -322878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -322886.468750 Penalty: 3975.438232
	Iteration 73Q: 3 clusters Score -322886.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -322893.968750 Penalty: 3975.438232
	Iteration 74Q: 3 clusters Score -322894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -322906.312500 Penalty: 3975.438232
	Iteration 75Q: 3 clusters Score -322906.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -322920.312500 Penalty: 3975.438232
	Iteration 76Q: 3 clusters Score -322920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -322928.093750 Penalty: 3975.438232
	Iteration 77Q: 3 clusters Score -322928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -322932.343750 Penalty: 3975.438232
	Iteration 78Q: 3 clusters Score -322932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -322933.937500 Penalty: 3975.438232
	Iteration 79Q: 3 clusters Score -322933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -322935.000000 Penalty: 3975.438232
	Iteration 80F: 3 clusters Score -322935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -322935.843750 Penalty: 3975.438232
	Iteration 81Q: 3 clusters Score -322935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -322938.062500 Penalty: 3975.438232
	Iteration 82Q: 3 clusters Score -322938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -322939.906250 Penalty: 3975.438232
	Iteration 83Q: 3 clusters Score -322939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -322942.375000 Penalty: 3975.438232
	Iteration 84Q: 3 clusters Score -322942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -322943.031250 Penalty: 3975.438232
	Iteration 85Q: 3 clusters Score -322943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -322944.125000 Penalty: 3975.438232
	Iteration 86Q: 3 clusters Score -322944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -322944.906250 Penalty: 3975.438232
	Iteration 87Q: 3 clusters Score -322944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -322946.781250 Penalty: 3975.438232
	Iteration 88Q: 3 clusters Score -322946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -322947.093750 Penalty: 3975.438232
	Iteration 89Q: 3 clusters Score -322947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -322947.093750 Penalty: 3975.438232
	Iteration 90F: 3 clusters Score -322947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 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 576 members 
Entering Unmasked Estep 
Score: -122191.546875 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122191.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122483.304688 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122483.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122549.445312 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122549.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122591.117188 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122591.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122623.359375 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122623.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122653.570312 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122672.914062 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122680.835938 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122686.054688 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122687.570312 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122690.210938 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122697.406250 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122704.906250 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122707.867188 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -122708.578125 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -122708.578125 Penalty: 3484.226074
	Iteration 15F: 3 clusters Score -122708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56558.386719 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56558.39 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56875.750000 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56875.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57043.984375 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -57043.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57139.261719 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -57139.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57244.402344 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57334.335938 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57334.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57414.011719 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57414.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57505.261719 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57505.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57593.707031 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57593.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57719.878906 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57719.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57900.875000 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57900.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57976.121094 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57976.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58020.578125 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -58020.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58136.746094 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -58136.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58195.832031 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -58195.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58223.511719 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -58223.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58264.343750 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -58264.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58289.949219 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -58289.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58308.984375 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -58308.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58320.160156 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -58320.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58331.648438 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -58331.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 120351 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75987 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33409 members 
Mstep: Class 41 contains 41052 members 
Mstep: Class 42 contains 5043 members 
Mstep: Class 43 contains 304271 members 
Mstep: Class 44 contains 313 members 
Entering Unmasked Estep 
Score: -110929192.000000 Penalty: 150896.156250
Splitting cluster 25 changes total score from -110930952.000000 to -110929192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (110708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Entering Unmasked Estep 
Score: -12519704.000000 Penalty: 2880.433594
	Iteration 0F: 2 clusters Score -1.25197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -12445609.000000 Penalty: 5760.867188
	Iteration 0F: 3 clusters Score -1.244561e+07 nChanged 52598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -12475824.000000 Penalty: 5760.867188
	Iteration 1F: 3 clusters Score -1.247582e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -12476398.000000 Penalty: 5760.867188
	Iteration 2Q: 3 clusters Score -1.24764e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -12477208.000000 Penalty: 5760.867188
	Iteration 3Q: 3 clusters Score -1.247721e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -12478175.000000 Penalty: 5760.867188
	Iteration 4Q: 3 clusters Score -1.247818e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -12479566.000000 Penalty: 5760.867188
	Iteration 5Q: 3 clusters Score -1.247957e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -12481909.000000 Penalty: 5760.867188
	Iteration 6Q: 3 clusters Score -1.248191e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -12485946.000000 Penalty: 5760.867188
	Iteration 7F: 3 clusters Score -1.248595e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -12492362.000000 Penalty: 5760.867188
	Iteration 8F: 3 clusters Score -1.249236e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -12501009.000000 Penalty: 5760.867188
	Iteration 9F: 3 clusters Score -1.250101e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -12509291.000000 Penalty: 5760.867188
	Iteration 10F: 3 clusters Score -1.250929e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -12514275.000000 Penalty: 5760.867188
	Iteration 11Q: 3 clusters Score -1.251428e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12516261.000000 Penalty: 5760.867188
	Iteration 12Q: 3 clusters Score -1.251626e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12516920.000000 Penalty: 5760.867188
	Iteration 13Q: 3 clusters Score -1.251692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12517105.000000 Penalty: 5760.867188
	Iteration 14Q: 3 clusters Score -1.25171e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12517192.000000 Penalty: 5760.867188
	Iteration 15Q: 3 clusters Score -1.251719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110475 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12517244.000000 Penalty: 5760.867188
	Iteration 16Q: 3 clusters Score -1.251724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110490 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12517254.000000 Penalty: 5760.867188
	Iteration 17Q: 3 clusters Score -1.251725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12517268.000000 Penalty: 5760.867188
	Iteration 18Q: 3 clusters Score -1.251727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12517287.000000 Penalty: 5760.867188
	Iteration 19Q: 3 clusters Score -1.251729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110514 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12517291.000000 Penalty: 5760.867188
	Iteration 20F: 3 clusters Score -1.251729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110512 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12517305.000000 Penalty: 5760.867188
	Iteration 21Q: 3 clusters Score -1.25173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110516 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12517304.000000 Penalty: 5760.867188
	Iteration 22Q: 3 clusters Score -1.25173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12517308.000000 Penalty: 5760.867188
	Iteration 23Q: 3 clusters Score -1.251731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12517322.000000 Penalty: 5760.867188
	Iteration 24Q: 3 clusters Score -1.251732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12517316.000000 Penalty: 5760.867188
	Iteration 25Q: 3 clusters Score -1.251732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12517316.000000 Penalty: 5760.867188
	Iteration 26Q: 3 clusters Score -1.251732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12517316.000000 Penalty: 5760.867188
	Iteration 27F: 3 clusters Score -1.251732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -581695.937500 Penalty: 2112.015625
	Iteration 0F: 2 clusters Score -581695.9 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 2504 members 
Entering Unmasked Estep 
Score: -577158.875000 Penalty: 4224.031250
	Iteration 0F: 3 clusters Score -577158.9 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -578213.875000 Penalty: 4224.031250
	Iteration 1F: 3 clusters Score -578213.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -578452.437500 Penalty: 4224.031250
	Iteration 2F: 3 clusters Score -578452.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -578586.750000 Penalty: 4224.031250
	Iteration 3F: 3 clusters Score -578586.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -578679.437500 Penalty: 4224.031250
	Iteration 4Q: 3 clusters Score -578679.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -578749.500000 Penalty: 4224.031250
	Iteration 5Q: 3 clusters Score -578749.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -578820.000000 Penalty: 4224.031250
	Iteration 6Q: 3 clusters Score -578820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -578877.750000 Penalty: 4224.031250
	Iteration 7Q: 3 clusters Score -578877.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -578919.562500 Penalty: 4224.031250
	Iteration 8Q: 3 clusters Score -578919.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -578952.437500 Penalty: 4224.031250
	Iteration 9Q: 3 clusters Score -578952.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -578977.875000 Penalty: 4224.031250
	Iteration 10Q: 3 clusters Score -578977.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -579009.687500 Penalty: 4224.031250
	Iteration 11Q: 3 clusters Score -579009.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -579033.062500 Penalty: 4224.031250
	Iteration 12Q: 3 clusters Score -579033.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -579049.125000 Penalty: 4224.031250
	Iteration 13Q: 3 clusters Score -579049.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -579063.750000 Penalty: 4224.031250
	Iteration 14Q: 3 clusters Score -579063.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -579072.562500 Penalty: 4224.031250
	Iteration 15Q: 3 clusters Score -579072.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -579080.875000 Penalty: 4224.031250
	Iteration 16Q: 3 clusters Score -579080.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -579087.187500 Penalty: 4224.031250
	Iteration 17Q: 3 clusters Score -579087.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -579093.000000 Penalty: 4224.031250
	Iteration 18Q: 3 clusters Score -579093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -579096.437500 Penalty: 4224.031250
	Iteration 19Q: 3 clusters Score -579096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -579099.750000 Penalty: 4224.031250
	Iteration 20F: 3 clusters Score -579099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -579101.937500 Penalty: 4224.031250
	Iteration 21Q: 3 clusters Score -579101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -579103.812500 Penalty: 4224.031250
	Iteration 22Q: 3 clusters Score -579103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -579106.375000 Penalty: 4224.031250
	Iteration 23Q: 3 clusters Score -579106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -579110.125000 Penalty: 4224.031250
	Iteration 24Q: 3 clusters Score -579110.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -579112.000000 Penalty: 4224.031250
	Iteration 25Q: 3 clusters Score -579112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -579115.937500 Penalty: 4224.031250
	Iteration 26Q: 3 clusters Score -579115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -579118.000000 Penalty: 4224.031250
	Iteration 27Q: 3 clusters Score -579118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -579118.312500 Penalty: 4224.031250
	Iteration 28Q: 3 clusters Score -579118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -579121.625000 Penalty: 4224.031250
	Iteration 29Q: 3 clusters Score -579121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -579122.125000 Penalty: 4224.031250
	Iteration 30Q: 3 clusters Score -579122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -579124.500000 Penalty: 4224.031250
	Iteration 31Q: 3 clusters Score -579124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -579126.375000 Penalty: 4224.031250
	Iteration 32Q: 3 clusters Score -579126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -579125.500000 Penalty: 4224.031250
	Iteration 33Q: 3 clusters Score -579125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -579128.187500 Penalty: 4224.031250
	Iteration 34Q: 3 clusters Score -579128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -579130.000000 Penalty: 4224.031250
	Iteration 35Q: 3 clusters Score -579130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -579132.187500 Penalty: 4224.031250
	Iteration 36Q: 3 clusters Score -579132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -579132.750000 Penalty: 4224.031250
	Iteration 37Q: 3 clusters Score -579132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -579135.000000 Penalty: 4224.031250
	Iteration 38Q: 3 clusters Score -579135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -579138.500000 Penalty: 4224.031250
	Iteration 39Q: 3 clusters Score -579138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -579140.687500 Penalty: 4224.031250
	Iteration 40F: 3 clusters Score -579140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -579142.687500 Penalty: 4224.031250
	Iteration 41Q: 3 clusters Score -579142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -579142.312500 Penalty: 4224.031250
	Iteration 42Q: 3 clusters Score -579142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -579144.000000 Penalty: 4224.031250
	Iteration 43Q: 3 clusters Score -579144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -579145.625000 Penalty: 4224.031250
	Iteration 44Q: 3 clusters Score -579145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -579147.562500 Penalty: 4224.031250
	Iteration 45Q: 3 clusters Score -579147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -579149.750000 Penalty: 4224.031250
	Iteration 46Q: 3 clusters Score -579149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -579151.250000 Penalty: 4224.031250
	Iteration 47Q: 3 clusters Score -579151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -579152.187500 Penalty: 4224.031250
	Iteration 48Q: 3 clusters Score -579152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -579155.875000 Penalty: 4224.031250
	Iteration 49Q: 3 clusters Score -579155.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -579159.437500 Penalty: 4224.031250
	Iteration 50Q: 3 clusters Score -579159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -579162.437500 Penalty: 4224.031250
	Iteration 51Q: 3 clusters Score -579162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -579165.125000 Penalty: 4224.031250
	Iteration 52Q: 3 clusters Score -579165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -579168.187500 Penalty: 4224.031250
	Iteration 53Q: 3 clusters Score -579168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -579169.750000 Penalty: 4224.031250
	Iteration 54Q: 3 clusters Score -579169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -579171.937500 Penalty: 4224.031250
	Iteration 55Q: 3 clusters Score -579171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -579173.125000 Penalty: 4224.031250
	Iteration 56Q: 3 clusters Score -579173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -579174.312500 Penalty: 4224.031250
	Iteration 57Q: 3 clusters Score -579174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -579175.312500 Penalty: 4224.031250
	Iteration 58Q: 3 clusters Score -579175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -579175.812500 Penalty: 4224.031250
	Iteration 59Q: 3 clusters Score -579175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -579177.250000 Penalty: 4224.031250
	Iteration 60F: 3 clusters Score -579177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -579177.937500 Penalty: 4224.031250
	Iteration 61Q: 3 clusters Score -579177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -579178.750000 Penalty: 4224.031250
	Iteration 62Q: 3 clusters Score -579178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -579177.875000 Penalty: 4224.031250
	Iteration 63Q: 3 clusters Score -579177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -579178.437500 Penalty: 4224.031250
	Iteration 64Q: 3 clusters Score -579178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -579179.062500 Penalty: 4224.031250
	Iteration 65Q: 3 clusters Score -579179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -579179.687500 Penalty: 4224.031250
	Iteration 66Q: 3 clusters Score -579179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -579179.687500 Penalty: 4224.031250
	Iteration 67F: 3 clusters Score -579179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -147518.703125 Penalty: 1801.131836
	Iteration 0F: 2 clusters Score -147518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145350.781250 Penalty: 3602.263672
	Iteration 0F: 3 clusters Score -145350.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145768.437500 Penalty: 3602.263672
	Iteration 1F: 3 clusters Score -145768.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145890.390625 Penalty: 3602.263672
	Iteration 2F: 3 clusters Score -145890.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145965.921875 Penalty: 3602.263672
	Iteration 3Q: 3 clusters Score -145965.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -146021.781250 Penalty: 3602.263672
	Iteration 4Q: 3 clusters Score -146021.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -146071.093750 Penalty: 3602.263672
	Iteration 5Q: 3 clusters Score -146071.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146121.703125 Penalty: 3602.263672
	Iteration 6Q: 3 clusters Score -146121.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -146158.093750 Penalty: 3602.263672
	Iteration 7Q: 3 clusters Score -146158.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -146195.453125 Penalty: 3602.263672
	Iteration 8Q: 3 clusters Score -146195.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -146231.218750 Penalty: 3602.263672
	Iteration 9Q: 3 clusters Score -146231.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -146264.187500 Penalty: 3602.263672
	Iteration 10Q: 3 clusters Score -146264.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -146294.796875 Penalty: 3602.263672
	Iteration 11Q: 3 clusters Score -146294.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -146326.703125 Penalty: 3602.263672
	Iteration 12Q: 3 clusters Score -146326.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -146353.906250 Penalty: 3602.263672
	Iteration 13Q: 3 clusters Score -146353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -146374.640625 Penalty: 3602.263672
	Iteration 14Q: 3 clusters Score -146374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -146387.859375 Penalty: 3602.263672
	Iteration 15Q: 3 clusters Score -146387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -146400.656250 Penalty: 3602.263672
	Iteration 16Q: 3 clusters Score -146400.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -146423.843750 Penalty: 3602.263672
	Iteration 17Q: 3 clusters Score -146423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -146432.734375 Penalty: 3602.263672
	Iteration 18Q: 3 clusters Score -146432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -146440.937500 Penalty: 3602.263672
	Iteration 19Q: 3 clusters Score -146440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -146445.046875 Penalty: 3602.263672
	Iteration 20F: 3 clusters Score -146445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -146448.187500 Penalty: 3602.263672
	Iteration 21Q: 3 clusters Score -146448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -146449.250000 Penalty: 3602.263672
	Iteration 22Q: 3 clusters Score -146449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -146449.250000 Penalty: 3602.263672
	Iteration 23F: 3 clusters Score -146449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Entering Unmasked Estep 
Score: -3782992.500000 Penalty: 2586.981445
	Iteration 0F: 2 clusters Score -3782992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3759848.750000 Penalty: 5173.962891
	Iteration 0F: 3 clusters Score -3759849 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3768261.250000 Penalty: 5173.962891
	Iteration 1F: 3 clusters Score -3768261 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3768689.500000 Penalty: 5173.962891
	Iteration 2Q: 3 clusters Score -3768690 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3769065.750000 Penalty: 5173.962891
	Iteration 3Q: 3 clusters Score -3769066 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3769446.750000 Penalty: 5173.962891
	Iteration 4Q: 3 clusters Score -3769447 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3769846.500000 Penalty: 5173.962891
	Iteration 5Q: 3 clusters Score -3769846 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3770314.750000 Penalty: 5173.962891
	Iteration 6Q: 3 clusters Score -3770315 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3770908.000000 Penalty: 5173.962891
	Iteration 7Q: 3 clusters Score -3770908 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3771600.000000 Penalty: 5173.962891
	Iteration 8Q: 3 clusters Score -3771600 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3772420.750000 Penalty: 5173.962891
	Iteration 9Q: 3 clusters Score -3772421 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3773398.750000 Penalty: 5173.962891
	Iteration 10Q: 3 clusters Score -3773399 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3774574.750000 Penalty: 5173.962891
	Iteration 11F: 3 clusters Score -3774575 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3776019.750000 Penalty: 5173.962891
	Iteration 12F: 3 clusters Score -3776020 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3777574.750000 Penalty: 5173.962891
	Iteration 13F: 3 clusters Score -3777575 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3778987.500000 Penalty: 5173.962891
	Iteration 14Q: 3 clusters Score -3778988 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3780031.250000 Penalty: 5173.962891
	Iteration 15Q: 3 clusters Score -3780031 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3780743.500000 Penalty: 5173.962891
	Iteration 16Q: 3 clusters Score -3780744 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3781240.500000 Penalty: 5173.962891
	Iteration 17Q: 3 clusters Score -3781240 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3781584.500000 Penalty: 5173.962891
	Iteration 18Q: 3 clusters Score -3781584 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3781838.000000 Penalty: 5173.962891
	Iteration 19Q: 3 clusters Score -3781838 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3782025.250000 Penalty: 5173.962891
	Iteration 20F: 3 clusters Score -3782025 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3782151.500000 Penalty: 5173.962891
	Iteration 21Q: 3 clusters Score -3782152 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3782252.250000 Penalty: 5173.962891
	Iteration 22Q: 3 clusters Score -3782252 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3782343.500000 Penalty: 5173.962891
	Iteration 23Q: 3 clusters Score -3782344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3782404.500000 Penalty: 5173.962891
	Iteration 24Q: 3 clusters Score -3782404 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3782439.500000 Penalty: 5173.962891
	Iteration 25Q: 3 clusters Score -3782440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3782464.500000 Penalty: 5173.962891
	Iteration 26Q: 3 clusters Score -3782464 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3782505.500000 Penalty: 5173.962891
	Iteration 27Q: 3 clusters Score -3782506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3782526.750000 Penalty: 5173.962891
	Iteration 28Q: 3 clusters Score -3782527 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3782545.500000 Penalty: 5173.962891
	Iteration 29Q: 3 clusters Score -3782546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3782551.500000 Penalty: 5173.962891
	Iteration 30Q: 3 clusters Score -3782552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3782557.250000 Penalty: 5173.962891
	Iteration 31Q: 3 clusters Score -3782557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3782569.250000 Penalty: 5173.962891
	Iteration 32Q: 3 clusters Score -3782569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3782569.250000 Penalty: 5173.962891
	Iteration 33Q: 3 clusters Score -3782569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3782579.250000 Penalty: 5173.962891
	Iteration 34Q: 3 clusters Score -3782579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3782580.500000 Penalty: 5173.962891
	Iteration 35Q: 3 clusters Score -3782580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3782582.750000 Penalty: 5173.962891
	Iteration 36Q: 3 clusters Score -3782583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3782589.750000 Penalty: 5173.962891
	Iteration 37Q: 3 clusters Score -3782590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3782588.500000 Penalty: 5173.962891
	Iteration 38Q: 3 clusters Score -3782588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3782593.000000 Penalty: 5173.962891
	Iteration 39Q: 3 clusters Score -3782593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3782590.500000 Penalty: 5173.962891
	Iteration 40F: 3 clusters Score -3782590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3782592.250000 Penalty: 5173.962891
	Iteration 41Q: 3 clusters Score -3782592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3782599.000000 Penalty: 5173.962891
	Iteration 42Q: 3 clusters Score -3782599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3782593.500000 Penalty: 5173.962891
	Iteration 43Q: 3 clusters Score -3782594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3782584.000000 Penalty: 5173.962891
	Iteration 44Q: 3 clusters Score -3782584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3782581.000000 Penalty: 5173.962891
	Iteration 45Q: 3 clusters Score -3782581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3782583.750000 Penalty: 5173.962891
	Iteration 46Q: 3 clusters Score -3782584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3782583.750000 Penalty: 5173.962891
	Iteration 47F: 3 clusters Score -3782584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -579428.125000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -579428.1 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 2696 members 
Entering Unmasked Estep 
Score: -574725.250000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -574725.2 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -575843.625000 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -575843.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -576102.312500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -576102.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -576298.687500 Penalty: 4248.728027
	Iteration 3F: 3 clusters Score -576298.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -576494.500000 Penalty: 4248.728027
	Iteration 4F: 3 clusters Score -576494.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -576653.562500 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -576653.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -576802.937500 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -576802.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -576973.562500 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -576973.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -577146.500000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -577146.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -577294.687500 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -577294.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -577451.187500 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -577451.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -577598.375000 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -577598.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -577732.625000 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -577732.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -577857.937500 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -577857.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -577980.625000 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -577980.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -578078.437500 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -578078.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -578140.187500 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -578140.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -578174.875000 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -578174.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -578200.875000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -578200.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -578220.812500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -578220.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -578236.937500 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -578236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -578245.312500 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -578245.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -578257.375000 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -578257.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -578273.812500 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -578273.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -578288.062500 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -578288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -578300.187500 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -578300.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -578318.250000 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -578318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -578336.437500 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -578336.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -578352.937500 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -578352.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -578367.125000 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -578367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -578377.312500 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -578377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -578384.750000 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -578384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -578392.062500 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -578392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -578397.375000 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -578397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -578401.187500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -578401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -578403.187500 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -578403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -578405.312500 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -578405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -578406.375000 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -578406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -578407.312500 Penalty: 4248.728027
	Iteration 38Q: 3 clusters Score -578407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -578407.312500 Penalty: 4248.728027
	Iteration 39F: 3 clusters Score -578407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Entering Unmasked Estep 
Score: -838491.125000 Penalty: 2215.188721
	Iteration 0F: 2 clusters Score -838491.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -832360.937500 Penalty: 4430.377441
	Iteration 0F: 3 clusters Score -832360.9 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -834063.812500 Penalty: 4430.377441
	Iteration 1F: 3 clusters Score -834063.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -834420.437500 Penalty: 4430.377441
	Iteration 2F: 3 clusters Score -834420.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -834743.500000 Penalty: 4430.377441
	Iteration 3F: 3 clusters Score -834743.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -835066.750000 Penalty: 4430.377441
	Iteration 4F: 3 clusters Score -835066.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -835471.312500 Penalty: 4430.377441
	Iteration 5F: 3 clusters Score -835471.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -835930.312500 Penalty: 4430.377441
	Iteration 6F: 3 clusters Score -835930.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -836390.750000 Penalty: 4430.377441
	Iteration 7F: 3 clusters Score -836390.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -836766.250000 Penalty: 4430.377441
	Iteration 8F: 3 clusters Score -836766.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -837000.812500 Penalty: 4430.377441
	Iteration 9Q: 3 clusters Score -837000.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -837178.875000 Penalty: 4430.377441
	Iteration 10Q: 3 clusters Score -837178.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -837334.437500 Penalty: 4430.377441
	Iteration 11Q: 3 clusters Score -837334.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -837436.187500 Penalty: 4430.377441
	Iteration 12Q: 3 clusters Score -837436.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -837494.000000 Penalty: 4430.377441
	Iteration 13Q: 3 clusters Score -837494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -837544.187500 Penalty: 4430.377441
	Iteration 14Q: 3 clusters Score -837544.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -837587.500000 Penalty: 4430.377441
	Iteration 15Q: 3 clusters Score -837587.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -837639.937500 Penalty: 4430.377441
	Iteration 16Q: 3 clusters Score -837639.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -837695.250000 Penalty: 4430.377441
	Iteration 17Q: 3 clusters Score -837695.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -837733.062500 Penalty: 4430.377441
	Iteration 18Q: 3 clusters Score -837733.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -837749.000000 Penalty: 4430.377441
	Iteration 19Q: 3 clusters Score -837749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -837759.187500 Penalty: 4430.377441
	Iteration 20F: 3 clusters Score -837759.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -837769.312500 Penalty: 4430.377441
	Iteration 21Q: 3 clusters Score -837769.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -837781.625000 Penalty: 4430.377441
	Iteration 22Q: 3 clusters Score -837781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -837788.562500 Penalty: 4430.377441
	Iteration 23Q: 3 clusters Score -837788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -837792.250000 Penalty: 4430.377441
	Iteration 24Q: 3 clusters Score -837792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -837793.812500 Penalty: 4430.377441
	Iteration 25Q: 3 clusters Score -837793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -837797.687500 Penalty: 4430.377441
	Iteration 26Q: 3 clusters Score -837797.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -837802.625000 Penalty: 4430.377441
	Iteration 27Q: 3 clusters Score -837802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -837804.000000 Penalty: 4430.377441
	Iteration 28Q: 3 clusters Score -837804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -837804.687500 Penalty: 4430.377441
	Iteration 29Q: 3 clusters Score -837804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -837806.062500 Penalty: 4430.377441
	Iteration 30Q: 3 clusters Score -837806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -837807.562500 Penalty: 4430.377441
	Iteration 31Q: 3 clusters Score -837807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -837807.875000 Penalty: 4430.377441
	Iteration 32Q: 3 clusters Score -837807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -837810.437500 Penalty: 4430.377441
	Iteration 33Q: 3 clusters Score -837810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -837811.500000 Penalty: 4430.377441
	Iteration 34Q: 3 clusters Score -837811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -837813.312500 Penalty: 4430.377441
	Iteration 35Q: 3 clusters Score -837813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -837816.750000 Penalty: 4430.377441
	Iteration 36Q: 3 clusters Score -837816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -837821.062500 Penalty: 4430.377441
	Iteration 37Q: 3 clusters Score -837821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -837822.937500 Penalty: 4430.377441
	Iteration 38Q: 3 clusters Score -837822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -837823.125000 Penalty: 4430.377441
	Iteration 39Q: 3 clusters Score -837823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -837827.500000 Penalty: 4430.377441
	Iteration 40F: 3 clusters Score -837827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -837828.875000 Penalty: 4430.377441
	Iteration 41Q: 3 clusters Score -837828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -837829.500000 Penalty: 4430.377441
	Iteration 42Q: 3 clusters Score -837829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -837830.875000 Penalty: 4430.377441
	Iteration 43Q: 3 clusters Score -837830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -837832.875000 Penalty: 4430.377441
	Iteration 44Q: 3 clusters Score -837832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -837831.375000 Penalty: 4430.377441
	Iteration 45Q: 3 clusters Score -837831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -837831.375000 Penalty: 4430.377441
	Iteration 46F: 3 clusters Score -837831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38892.550781 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38892.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39234.718750 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39234.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39462.718750 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39462.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39949.734375 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -39949.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40115.703125 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -40115.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40270.046875 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -40270.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40754.257812 Penalty: 3035.667480
	Iteration 6F: 3 clusters Score -40754.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40855.085938 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -40855.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40914.652344 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40914.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40957.105469 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40957.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40995.871094 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -40995.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41019.003906 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -41019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41019.003906 Penalty: 3035.667480
	Iteration 12F: 3 clusters Score -41019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 120351 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75987 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33409 members 
Mstep: Class 41 contains 41052 members 
Mstep: Class 42 contains 5043 members 
Mstep: Class 43 contains 304271 members 
Mstep: Class 44 contains 102 members 
Entering Unmasked Estep 
Score: -110929616.000000 Penalty: 150896.156250
Splitting cluster 32 changes total score from -110930952.000000 to -110929616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -219759.828125 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -219759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217163.875000 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -217163.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -217581.312500 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -217581.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217698.453125 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -217698.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -217762.062500 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -217762.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217805.796875 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -217805.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217835.968750 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -217836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217859.421875 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -217859.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217880.843750 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -217880.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217891.203125 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -217891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217897.062500 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -217897.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217901.375000 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -217901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217903.390625 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -217903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217904.968750 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -217905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217907.218750 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -217907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217908.703125 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -217908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217909.593750 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -217909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217911.328125 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -217911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217912.281250 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -217912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217912.781250 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -217912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217912.781250 Penalty: 3759.267334
	Iteration 19F: 3 clusters Score -217912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38088.390625 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38088.39 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38413.320312 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38413.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38609.757812 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38609.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38779.152344 Penalty: 3047.516113
	Iteration 3F: 3 clusters Score -38779.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38903.925781 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -38903.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38991.335938 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -38991.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39037.316406 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -39037.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39079.402344 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -39079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39121.863281 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -39121.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39140.675781 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -39140.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39192.328125 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -39192.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39216.085938 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -39216.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39225.343750 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -39225.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39238.578125 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -39238.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39238.578125 Penalty: 3047.516113
	Iteration 14F: 3 clusters Score -39238.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -560697.125000 Penalty: 2142.310547
	Iteration 0F: 2 clusters Score -560697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -555811.062500 Penalty: 4284.621094
	Iteration 0F: 3 clusters Score -555811.1 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -557198.187500 Penalty: 4284.621094
	Iteration 1F: 3 clusters Score -557198.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -557501.500000 Penalty: 4284.621094
	Iteration 2F: 3 clusters Score -557501.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -557711.062500 Penalty: 4284.621094
	Iteration 3F: 3 clusters Score -557711.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -557895.312500 Penalty: 4284.621094
	Iteration 4Q: 3 clusters Score -557895.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -558056.250000 Penalty: 4284.621094
	Iteration 5Q: 3 clusters Score -558056.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -558207.937500 Penalty: 4284.621094
	Iteration 6Q: 3 clusters Score -558207.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -558369.750000 Penalty: 4284.621094
	Iteration 7Q: 3 clusters Score -558369.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -558540.312500 Penalty: 4284.621094
	Iteration 8Q: 3 clusters Score -558540.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -558687.812500 Penalty: 4284.621094
	Iteration 9Q: 3 clusters Score -558687.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -558789.875000 Penalty: 4284.621094
	Iteration 10Q: 3 clusters Score -558789.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -558852.250000 Penalty: 4284.621094
	Iteration 11Q: 3 clusters Score -558852.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -558902.250000 Penalty: 4284.621094
	Iteration 12Q: 3 clusters Score -558902.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -558950.687500 Penalty: 4284.621094
	Iteration 13Q: 3 clusters Score -558950.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -559003.687500 Penalty: 4284.621094
	Iteration 14Q: 3 clusters Score -559003.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -559061.250000 Penalty: 4284.621094
	Iteration 15Q: 3 clusters Score -559061.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -559118.875000 Penalty: 4284.621094
	Iteration 16Q: 3 clusters Score -559118.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -559172.187500 Penalty: 4284.621094
	Iteration 17Q: 3 clusters Score -559172.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -559213.937500 Penalty: 4284.621094
	Iteration 18Q: 3 clusters Score -559213.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -559240.312500 Penalty: 4284.621094
	Iteration 19Q: 3 clusters Score -559240.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -559266.062500 Penalty: 4284.621094
	Iteration 20F: 3 clusters Score -559266.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -559295.937500 Penalty: 4284.621094
	Iteration 21Q: 3 clusters Score -559295.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -559321.312500 Penalty: 4284.621094
	Iteration 22Q: 3 clusters Score -559321.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -559344.562500 Penalty: 4284.621094
	Iteration 23Q: 3 clusters Score -559344.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -559362.375000 Penalty: 4284.621094
	Iteration 24Q: 3 clusters Score -559362.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -559380.562500 Penalty: 4284.621094
	Iteration 25Q: 3 clusters Score -559380.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -559394.000000 Penalty: 4284.621094
	Iteration 26Q: 3 clusters Score -559394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -559401.437500 Penalty: 4284.621094
	Iteration 27Q: 3 clusters Score -559401.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -559409.062500 Penalty: 4284.621094
	Iteration 28Q: 3 clusters Score -559409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -559417.000000 Penalty: 4284.621094
	Iteration 29Q: 3 clusters Score -559417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -559421.000000 Penalty: 4284.621094
	Iteration 30Q: 3 clusters Score -559421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -559425.625000 Penalty: 4284.621094
	Iteration 31Q: 3 clusters Score -559425.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -559435.875000 Penalty: 4284.621094
	Iteration 32Q: 3 clusters Score -559435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -559439.250000 Penalty: 4284.621094
	Iteration 33Q: 3 clusters Score -559439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559441.625000 Penalty: 4284.621094
	Iteration 34Q: 3 clusters Score -559441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -559443.875000 Penalty: 4284.621094
	Iteration 35Q: 3 clusters Score -559443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -559444.375000 Penalty: 4284.621094
	Iteration 36Q: 3 clusters Score -559444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -559446.187500 Penalty: 4284.621094
	Iteration 37Q: 3 clusters Score -559446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -559446.062500 Penalty: 4284.621094
	Iteration 38Q: 3 clusters Score -559446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -559446.062500 Penalty: 4284.621094
	Iteration 39F: 3 clusters Score -559446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -52476.597656 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -52476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50944.230469 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -50944.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51151.863281 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -51151.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51202.539062 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -51202.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51236.363281 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -51236.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51264.296875 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -51264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51279.585938 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -51279.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51296.652344 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -51296.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51310.605469 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -51310.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51314.566406 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -51314.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51317.746094 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -51317.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51319.320312 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -51319.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51319.320312 Penalty: 3098.068848
	Iteration 11F: 3 clusters Score -51319.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45087.984375 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45087.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45393.863281 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45393.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45521.269531 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45521.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45577.753906 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -45577.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45628.812500 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45628.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45651.703125 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45670.933594 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45670.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45689.488281 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45689.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45703.113281 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -45703.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45715.625000 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -45715.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45717.585938 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -45717.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45719.000000 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -45719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45719.000000 Penalty: 3077.460693
	Iteration 12F: 3 clusters Score -45719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1461272.875000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1461273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1451962.625000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1451963 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1454872.000000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1454872 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1455200.875000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1455201 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1455464.875000 Penalty: 4684.493164
	Iteration 3Q: 3 clusters Score -1455465 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1455663.250000 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1455663 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1455850.500000 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1455850 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1456042.125000 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1456042 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1456236.125000 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1456236 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1456451.875000 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1456452 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1456686.250000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1456686 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1456915.500000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1456916 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1457136.625000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1457137 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1457331.500000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1457332 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1457530.500000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1457530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1457688.875000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1457689 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1457821.875000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1457822 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1457912.375000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1457912 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1457978.500000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1457978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1458025.250000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1458025 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1458062.500000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1458062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1458086.625000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1458087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1458104.625000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1458105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1458112.125000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1458112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1458124.875000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1458125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1458130.375000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1458130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1458137.375000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1458137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1458143.125000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1458143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1458146.250000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1458146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1458149.125000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1458149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1458148.000000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1458148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1458154.250000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1458154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1458154.250000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1458154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1458156.375000 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1458156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1458158.625000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1458159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1458157.000000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1458157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1458159.250000 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1458159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1458160.250000 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1458160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1458160.125000 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1458160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1458161.000000 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1458161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1458158.500000 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1458158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1458160.625000 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1458161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1458160.250000 Penalty: 4684.493164
	Iteration 41Q: 3 clusters Score -1458160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1458161.000000 Penalty: 4684.493164
	Iteration 42Q: 3 clusters Score -1458161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1458161.000000 Penalty: 4684.493164
	Iteration 43Q: 3 clusters Score -1458161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1458162.125000 Penalty: 4684.493164
	Iteration 44Q: 3 clusters Score -1458162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1458162.125000 Penalty: 4684.493164
	Iteration 45F: 3 clusters Score -1458162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -356824.031250 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -356824 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 1625 members 
Entering Unmasked Estep 
Score: -353433.343750 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -353433.3 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -354111.156250 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -354111.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -354264.250000 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -354264.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -354355.750000 Penalty: 4000.839111
	Iteration 3Q: 3 clusters Score -354355.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -354418.718750 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -354418.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -354457.406250 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -354457.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -354484.562500 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -354484.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -354496.843750 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -354496.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -354506.093750 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -354506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -354512.000000 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -354512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -354517.343750 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -354517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -354521.718750 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -354521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -354523.500000 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -354523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -354526.406250 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -354526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -354528.625000 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -354528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354531.500000 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -354531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354535.531250 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -354535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -354540.031250 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -354540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -354544.125000 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -354544.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -354546.312500 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -354546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -354548.843750 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -354548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -354552.281250 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -354552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -354555.125000 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -354555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -354557.281250 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -354557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -354558.812500 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -354558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -354561.281250 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -354561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354562.187500 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -354562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354562.187500 Penalty: 4000.839111
	Iteration 27F: 3 clusters Score -354562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Entering Unmasked Estep 
Score: -3699264.000000 Penalty: 2583.312012
	Iteration 0F: 2 clusters Score -3699264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3676529.000000 Penalty: 5166.624023
	Iteration 0F: 3 clusters Score -3676529 nChanged 15069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3684609.750000 Penalty: 5166.624023
	Iteration 1F: 3 clusters Score -3684610 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3685147.000000 Penalty: 5166.624023
	Iteration 2Q: 3 clusters Score -3685147 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3685665.250000 Penalty: 5166.624023
	Iteration 3Q: 3 clusters Score -3685665 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3686382.500000 Penalty: 5166.624023
	Iteration 4Q: 3 clusters Score -3686382 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3687315.750000 Penalty: 5166.624023
	Iteration 5Q: 3 clusters Score -3687316 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3688619.500000 Penalty: 5166.624023
	Iteration 6F: 3 clusters Score -3688620 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3690383.750000 Penalty: 5166.624023
	Iteration 7F: 3 clusters Score -3690384 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3692340.750000 Penalty: 5166.624023
	Iteration 8F: 3 clusters Score -3692341 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3694080.500000 Penalty: 5166.624023
	Iteration 9F: 3 clusters Score -3694080 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3695426.500000 Penalty: 5166.624023
	Iteration 10F: 3 clusters Score -3695426 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3696277.750000 Penalty: 5166.624023
	Iteration 11Q: 3 clusters Score -3696278 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3696755.500000 Penalty: 5166.624023
	Iteration 12Q: 3 clusters Score -3696756 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3697102.750000 Penalty: 5166.624023
	Iteration 13Q: 3 clusters Score -3697103 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3697411.250000 Penalty: 5166.624023
	Iteration 14Q: 3 clusters Score -3697411 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3697697.000000 Penalty: 5166.624023
	Iteration 15Q: 3 clusters Score -3697697 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3697919.500000 Penalty: 5166.624023
	Iteration 16Q: 3 clusters Score -3697920 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3698061.000000 Penalty: 5166.624023
	Iteration 17Q: 3 clusters Score -3698061 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3698193.000000 Penalty: 5166.624023
	Iteration 18Q: 3 clusters Score -3698193 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3698326.250000 Penalty: 5166.624023
	Iteration 19Q: 3 clusters Score -3698326 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3698437.750000 Penalty: 5166.624023
	Iteration 20F: 3 clusters Score -3698438 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3698534.750000 Penalty: 5166.624023
	Iteration 21Q: 3 clusters Score -3698535 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3698597.000000 Penalty: 5166.624023
	Iteration 22Q: 3 clusters Score -3698597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3698628.500000 Penalty: 5166.624023
	Iteration 23Q: 3 clusters Score -3698628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3698683.000000 Penalty: 5166.624023
	Iteration 24Q: 3 clusters Score -3698683 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3698742.250000 Penalty: 5166.624023
	Iteration 25Q: 3 clusters Score -3698742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3698819.500000 Penalty: 5166.624023
	Iteration 26Q: 3 clusters Score -3698820 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3698925.500000 Penalty: 5166.624023
	Iteration 27Q: 3 clusters Score -3698926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3699001.500000 Penalty: 5166.624023
	Iteration 28Q: 3 clusters Score -3699002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3699057.000000 Penalty: 5166.624023
	Iteration 29Q: 3 clusters Score -3699057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3699093.250000 Penalty: 5166.624023
	Iteration 30Q: 3 clusters Score -3699093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3699117.000000 Penalty: 5166.624023
	Iteration 31Q: 3 clusters Score -3699117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3699115.750000 Penalty: 5166.624023
	Iteration 32Q: 3 clusters Score -3699116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3699123.000000 Penalty: 5166.624023
	Iteration 33Q: 3 clusters Score -3699123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3699127.750000 Penalty: 5166.624023
	Iteration 34Q: 3 clusters Score -3699128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3699129.000000 Penalty: 5166.624023
	Iteration 35Q: 3 clusters Score -3699129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3699134.250000 Penalty: 5166.624023
	Iteration 36Q: 3 clusters Score -3699134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3699137.500000 Penalty: 5166.624023
	Iteration 37Q: 3 clusters Score -3699138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3699132.250000 Penalty: 5166.624023
	Iteration 38Q: 3 clusters Score -3699132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3699132.750000 Penalty: 5166.624023
	Iteration 39Q: 3 clusters Score -3699133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3699141.500000 Penalty: 5166.624023
	Iteration 40F: 3 clusters Score -3699142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3699149.000000 Penalty: 5166.624023
	Iteration 41Q: 3 clusters Score -3699149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3699148.500000 Penalty: 5166.624023
	Iteration 42Q: 3 clusters Score -3699148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3699149.000000 Penalty: 5166.624023
	Iteration 43Q: 3 clusters Score -3699149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3699147.500000 Penalty: 5166.624023
	Iteration 44Q: 3 clusters Score -3699148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3699146.000000 Penalty: 5166.624023
	Iteration 45Q: 3 clusters Score -3699146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3699149.000000 Penalty: 5166.624023
	Iteration 46Q: 3 clusters Score -3699149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3699151.250000 Penalty: 5166.624023
	Iteration 47Q: 3 clusters Score -3699151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3699147.750000 Penalty: 5166.624023
	Iteration 48Q: 3 clusters Score -3699148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3699151.000000 Penalty: 5166.624023
	Iteration 49Q: 3 clusters Score -3699151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3699146.500000 Penalty: 5166.624023
	Iteration 50Q: 3 clusters Score -3699146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3699147.750000 Penalty: 5166.624023
	Iteration 51Q: 3 clusters Score -3699148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3699148.500000 Penalty: 5166.624023
	Iteration 52Q: 3 clusters Score -3699148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3699148.250000 Penalty: 5166.624023
	Iteration 53Q: 3 clusters Score -3699148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3699151.000000 Penalty: 5166.624023
	Iteration 54Q: 3 clusters Score -3699151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3699148.000000 Penalty: 5166.624023
	Iteration 55Q: 3 clusters Score -3699148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3699150.750000 Penalty: 5166.624023
	Iteration 56Q: 3 clusters Score -3699151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3699152.750000 Penalty: 5166.624023
	Iteration 57Q: 3 clusters Score -3699153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3699153.500000 Penalty: 5166.624023
	Iteration 58Q: 3 clusters Score -3699154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3699153.000000 Penalty: 5166.624023
	Iteration 59Q: 3 clusters Score -3699153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3699161.000000 Penalty: 5166.624023
	Iteration 60F: 3 clusters Score -3699161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3699159.500000 Penalty: 5166.624023
	Iteration 61Q: 3 clusters Score -3699160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3699153.500000 Penalty: 5166.624023
	Iteration 62Q: 3 clusters Score -3699154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3699157.500000 Penalty: 5166.624023
	Iteration 63Q: 3 clusters Score -3699158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3699155.500000 Penalty: 5166.624023
	Iteration 64Q: 3 clusters Score -3699156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3699154.250000 Penalty: 5166.624023
	Iteration 65Q: 3 clusters Score -3699154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3699154.250000 Penalty: 5166.624023
	Iteration 66F: 3 clusters Score -3699154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (41052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Entering Unmasked Estep 
Score: -4252313.500000 Penalty: 2634.403564
	Iteration 0F: 2 clusters Score -4252314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4224643.500000 Penalty: 5268.807129
	Iteration 0F: 3 clusters Score -4224644 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4234915.500000 Penalty: 5268.807129
	Iteration 1F: 3 clusters Score -4234916 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4235495.000000 Penalty: 5268.807129
	Iteration 2Q: 3 clusters Score -4235495 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4236024.500000 Penalty: 5268.807129
	Iteration 3Q: 3 clusters Score -4236024 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4236636.000000 Penalty: 5268.807129
	Iteration 4Q: 3 clusters Score -4236636 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -4237238.000000 Penalty: 5268.807129
	Iteration 5Q: 3 clusters Score -4237238 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4237907.000000 Penalty: 5268.807129
	Iteration 6Q: 3 clusters Score -4237907 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4238665.000000 Penalty: 5268.807129
	Iteration 7Q: 3 clusters Score -4238665 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4239542.500000 Penalty: 5268.807129
	Iteration 8Q: 3 clusters Score -4239542 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4240584.500000 Penalty: 5268.807129
	Iteration 9Q: 3 clusters Score -4240584 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4241796.500000 Penalty: 5268.807129
	Iteration 10Q: 3 clusters Score -4241796 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4243049.000000 Penalty: 5268.807129
	Iteration 11Q: 3 clusters Score -4243049 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4244194.000000 Penalty: 5268.807129
	Iteration 12Q: 3 clusters Score -4244194 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4244958.000000 Penalty: 5268.807129
	Iteration 13Q: 3 clusters Score -4244958 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4245400.500000 Penalty: 5268.807129
	Iteration 14Q: 3 clusters Score -4245400 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4245648.500000 Penalty: 5268.807129
	Iteration 15Q: 3 clusters Score -4245648 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -4245806.000000 Penalty: 5268.807129
	Iteration 16Q: 3 clusters Score -4245806 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4245960.000000 Penalty: 5268.807129
	Iteration 17Q: 3 clusters Score -4245960 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -4246053.500000 Penalty: 5268.807129
	Iteration 18Q: 3 clusters Score -4246054 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4246170.000000 Penalty: 5268.807129
	Iteration 19Q: 3 clusters Score -4246170 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4246282.000000 Penalty: 5268.807129
	Iteration 20F: 3 clusters Score -4246282 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -4246382.000000 Penalty: 5268.807129
	Iteration 21Q: 3 clusters Score -4246382 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4246519.500000 Penalty: 5268.807129
	Iteration 22Q: 3 clusters Score -4246520 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4246630.000000 Penalty: 5268.807129
	Iteration 23Q: 3 clusters Score -4246630 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -4246735.000000 Penalty: 5268.807129
	Iteration 24Q: 3 clusters Score -4246735 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4246866.000000 Penalty: 5268.807129
	Iteration 25Q: 3 clusters Score -4246866 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -4247028.500000 Penalty: 5268.807129
	Iteration 26Q: 3 clusters Score -4247028 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4247264.000000 Penalty: 5268.807129
	Iteration 27Q: 3 clusters Score -4247264 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4247453.000000 Penalty: 5268.807129
	Iteration 28Q: 3 clusters Score -4247453 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4247689.000000 Penalty: 5268.807129
	Iteration 29Q: 3 clusters Score -4247689 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4247876.500000 Penalty: 5268.807129
	Iteration 30Q: 3 clusters Score -4247876 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -4248058.000000 Penalty: 5268.807129
	Iteration 31Q: 3 clusters Score -4248058 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4248272.500000 Penalty: 5268.807129
	Iteration 32Q: 3 clusters Score -4248272 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4248480.000000 Penalty: 5268.807129
	Iteration 33Q: 3 clusters Score -4248480 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4248746.000000 Penalty: 5268.807129
	Iteration 34Q: 3 clusters Score -4248746 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4249021.500000 Penalty: 5268.807129
	Iteration 35Q: 3 clusters Score -4249022 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4249339.000000 Penalty: 5268.807129
	Iteration 36Q: 3 clusters Score -4249339 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4249653.000000 Penalty: 5268.807129
	Iteration 37Q: 3 clusters Score -4249653 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4249944.500000 Penalty: 5268.807129
	Iteration 38Q: 3 clusters Score -4249944 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4250233.500000 Penalty: 5268.807129
	Iteration 39Q: 3 clusters Score -4250234 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4250587.000000 Penalty: 5268.807129
	Iteration 40F: 3 clusters Score -4250587 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4250861.500000 Penalty: 5268.807129
	Iteration 41Q: 3 clusters Score -4250862 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4251114.000000 Penalty: 5268.807129
	Iteration 42Q: 3 clusters Score -4251114 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4251337.000000 Penalty: 5268.807129
	Iteration 43Q: 3 clusters Score -4251337 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -4251515.500000 Penalty: 5268.807129
	Iteration 44Q: 3 clusters Score -4251516 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4251620.500000 Penalty: 5268.807129
	Iteration 45Q: 3 clusters Score -4251620 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4251700.500000 Penalty: 5268.807129
	Iteration 46Q: 3 clusters Score -4251700 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4251752.500000 Penalty: 5268.807129
	Iteration 47Q: 3 clusters Score -4251752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4251785.000000 Penalty: 5268.807129
	Iteration 48Q: 3 clusters Score -4251785 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4251796.000000 Penalty: 5268.807129
	Iteration 49Q: 3 clusters Score -4251796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4251817.000000 Penalty: 5268.807129
	Iteration 50Q: 3 clusters Score -4251817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4251835.500000 Penalty: 5268.807129
	Iteration 51Q: 3 clusters Score -4251836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4251849.000000 Penalty: 5268.807129
	Iteration 52Q: 3 clusters Score -4251849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4251852.500000 Penalty: 5268.807129
	Iteration 53Q: 3 clusters Score -4251852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4251852.000000 Penalty: 5268.807129
	Iteration 54Q: 3 clusters Score -4251852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4251852.500000 Penalty: 5268.807129
	Iteration 55Q: 3 clusters Score -4251852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4251858.000000 Penalty: 5268.807129
	Iteration 56Q: 3 clusters Score -4251858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4251860.500000 Penalty: 5268.807129
	Iteration 57Q: 3 clusters Score -4251860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4251863.500000 Penalty: 5268.807129
	Iteration 58Q: 3 clusters Score -4251864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4251865.000000 Penalty: 5268.807129
	Iteration 59Q: 3 clusters Score -4251865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4251864.500000 Penalty: 5268.807129
	Iteration 60F: 3 clusters Score -4251864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4251868.500000 Penalty: 5268.807129
	Iteration 61Q: 3 clusters Score -4251868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4251870.500000 Penalty: 5268.807129
	Iteration 62Q: 3 clusters Score -4251870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4251872.500000 Penalty: 5268.807129
	Iteration 63Q: 3 clusters Score -4251872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4251875.500000 Penalty: 5268.807129
	Iteration 64Q: 3 clusters Score -4251876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4251874.500000 Penalty: 5268.807129
	Iteration 65Q: 3 clusters Score -4251874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4251871.500000 Penalty: 5268.807129
	Iteration 66Q: 3 clusters Score -4251872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4251871.500000 Penalty: 5268.807129
	Iteration 67Q: 3 clusters Score -4251872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4251868.500000 Penalty: 5268.807129
	Iteration 68Q: 3 clusters Score -4251868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4251868.500000 Penalty: 5268.807129
	Iteration 69F: 3 clusters Score -4251868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -587851.812500 Penalty: 2114.387695
	Iteration 0F: 2 clusters Score -587851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -583264.437500 Penalty: 4228.775391
	Iteration 0F: 3 clusters Score -583264.4 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -584356.875000 Penalty: 4228.775391
	Iteration 1F: 3 clusters Score -584356.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -584560.312500 Penalty: 4228.775391
	Iteration 2F: 3 clusters Score -584560.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -584696.250000 Penalty: 4228.775391
	Iteration 3Q: 3 clusters Score -584696.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -584777.437500 Penalty: 4228.775391
	Iteration 4Q: 3 clusters Score -584777.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -584823.812500 Penalty: 4228.775391
	Iteration 5Q: 3 clusters Score -584823.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -584851.625000 Penalty: 4228.775391
	Iteration 6Q: 3 clusters Score -584851.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -584879.500000 Penalty: 4228.775391
	Iteration 7Q: 3 clusters Score -584879.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -584909.875000 Penalty: 4228.775391
	Iteration 8Q: 3 clusters Score -584909.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -584933.000000 Penalty: 4228.775391
	Iteration 9Q: 3 clusters Score -584933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -584949.750000 Penalty: 4228.775391
	Iteration 10Q: 3 clusters Score -584949.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -584960.062500 Penalty: 4228.775391
	Iteration 11Q: 3 clusters Score -584960.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -584972.062500 Penalty: 4228.775391
	Iteration 12Q: 3 clusters Score -584972.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -584985.312500 Penalty: 4228.775391
	Iteration 13Q: 3 clusters Score -584985.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -584993.187500 Penalty: 4228.775391
	Iteration 14Q: 3 clusters Score -584993.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -584997.375000 Penalty: 4228.775391
	Iteration 15Q: 3 clusters Score -584997.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -585002.687500 Penalty: 4228.775391
	Iteration 16Q: 3 clusters Score -585002.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -585009.750000 Penalty: 4228.775391
	Iteration 17Q: 3 clusters Score -585009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -585013.437500 Penalty: 4228.775391
	Iteration 18Q: 3 clusters Score -585013.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -585016.625000 Penalty: 4228.775391
	Iteration 19Q: 3 clusters Score -585016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -585020.625000 Penalty: 4228.775391
	Iteration 20F: 3 clusters Score -585020.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -585023.937500 Penalty: 4228.775391
	Iteration 21Q: 3 clusters Score -585023.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -585028.250000 Penalty: 4228.775391
	Iteration 22Q: 3 clusters Score -585028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -585032.750000 Penalty: 4228.775391
	Iteration 23Q: 3 clusters Score -585032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -585037.875000 Penalty: 4228.775391
	Iteration 24Q: 3 clusters Score -585037.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -585046.750000 Penalty: 4228.775391
	Iteration 25Q: 3 clusters Score -585046.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -585055.625000 Penalty: 4228.775391
	Iteration 26Q: 3 clusters Score -585055.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -585059.375000 Penalty: 4228.775391
	Iteration 27Q: 3 clusters Score -585059.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -585066.062500 Penalty: 4228.775391
	Iteration 28Q: 3 clusters Score -585066.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -585072.437500 Penalty: 4228.775391
	Iteration 29Q: 3 clusters Score -585072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -585076.812500 Penalty: 4228.775391
	Iteration 30Q: 3 clusters Score -585076.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -585084.625000 Penalty: 4228.775391
	Iteration 31Q: 3 clusters Score -585084.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -585091.562500 Penalty: 4228.775391
	Iteration 32Q: 3 clusters Score -585091.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -585094.937500 Penalty: 4228.775391
	Iteration 33Q: 3 clusters Score -585094.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -585101.687500 Penalty: 4228.775391
	Iteration 34Q: 3 clusters Score -585101.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -585109.500000 Penalty: 4228.775391
	Iteration 35Q: 3 clusters Score -585109.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -585119.875000 Penalty: 4228.775391
	Iteration 36Q: 3 clusters Score -585119.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -585130.312500 Penalty: 4228.775391
	Iteration 37Q: 3 clusters Score -585130.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -585136.437500 Penalty: 4228.775391
	Iteration 38Q: 3 clusters Score -585136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -585142.750000 Penalty: 4228.775391
	Iteration 39Q: 3 clusters Score -585142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -585149.812500 Penalty: 4228.775391
	Iteration 40F: 3 clusters Score -585149.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -585156.687500 Penalty: 4228.775391
	Iteration 41Q: 3 clusters Score -585156.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -585164.687500 Penalty: 4228.775391
	Iteration 42Q: 3 clusters Score -585164.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -585170.125000 Penalty: 4228.775391
	Iteration 43Q: 3 clusters Score -585170.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -585174.937500 Penalty: 4228.775391
	Iteration 44Q: 3 clusters Score -585174.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -585179.000000 Penalty: 4228.775391
	Iteration 45Q: 3 clusters Score -585179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -585182.062500 Penalty: 4228.775391
	Iteration 46Q: 3 clusters Score -585182.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -585190.187500 Penalty: 4228.775391
	Iteration 47Q: 3 clusters Score -585190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -585196.125000 Penalty: 4228.775391
	Iteration 48Q: 3 clusters Score -585196.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -585200.437500 Penalty: 4228.775391
	Iteration 49Q: 3 clusters Score -585200.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -585205.875000 Penalty: 4228.775391
	Iteration 50Q: 3 clusters Score -585205.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -585216.250000 Penalty: 4228.775391
	Iteration 51Q: 3 clusters Score -585216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -585227.750000 Penalty: 4228.775391
	Iteration 52Q: 3 clusters Score -585227.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -585236.125000 Penalty: 4228.775391
	Iteration 53Q: 3 clusters Score -585236.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -585246.937500 Penalty: 4228.775391
	Iteration 54Q: 3 clusters Score -585246.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -585260.875000 Penalty: 4228.775391
	Iteration 55Q: 3 clusters Score -585260.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -585280.000000 Penalty: 4228.775391
	Iteration 56Q: 3 clusters Score -585280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -585298.687500 Penalty: 4228.775391
	Iteration 57Q: 3 clusters Score -585298.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -585325.062500 Penalty: 4228.775391
	Iteration 58Q: 3 clusters Score -585325.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -585351.562500 Penalty: 4228.775391
	Iteration 59Q: 3 clusters Score -585351.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -585380.187500 Penalty: 4228.775391
	Iteration 60F: 3 clusters Score -585380.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -585415.500000 Penalty: 4228.775391
	Iteration 61Q: 3 clusters Score -585415.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -585449.562500 Penalty: 4228.775391
	Iteration 62Q: 3 clusters Score -585449.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -585477.562500 Penalty: 4228.775391
	Iteration 63Q: 3 clusters Score -585477.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -585504.687500 Penalty: 4228.775391
	Iteration 64Q: 3 clusters Score -585504.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -585529.750000 Penalty: 4228.775391
	Iteration 65Q: 3 clusters Score -585529.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -585557.062500 Penalty: 4228.775391
	Iteration 66Q: 3 clusters Score -585557.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -585586.625000 Penalty: 4228.775391
	Iteration 67Q: 3 clusters Score -585586.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -585617.750000 Penalty: 4228.775391
	Iteration 68Q: 3 clusters Score -585617.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -585661.937500 Penalty: 4228.775391
	Iteration 69Q: 3 clusters Score -585661.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -585710.687500 Penalty: 4228.775391
	Iteration 70Q: 3 clusters Score -585710.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -585755.250000 Penalty: 4228.775391
	Iteration 71Q: 3 clusters Score -585755.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -585784.062500 Penalty: 4228.775391
	Iteration 72Q: 3 clusters Score -585784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -585809.000000 Penalty: 4228.775391
	Iteration 73Q: 3 clusters Score -585809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -585830.875000 Penalty: 4228.775391
	Iteration 74Q: 3 clusters Score -585830.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -585842.937500 Penalty: 4228.775391
	Iteration 75Q: 3 clusters Score -585842.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -585857.937500 Penalty: 4228.775391
	Iteration 76Q: 3 clusters Score -585857.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -585874.437500 Penalty: 4228.775391
	Iteration 77Q: 3 clusters Score -585874.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -585887.125000 Penalty: 4228.775391
	Iteration 78Q: 3 clusters Score -585887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -585893.562500 Penalty: 4228.775391
	Iteration 79Q: 3 clusters Score -585893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -585900.625000 Penalty: 4228.775391
	Iteration 80F: 3 clusters Score -585900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -585913.250000 Penalty: 4228.775391
	Iteration 81Q: 3 clusters Score -585913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -585919.250000 Penalty: 4228.775391
	Iteration 82Q: 3 clusters Score -585919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -585927.250000 Penalty: 4228.775391
	Iteration 83Q: 3 clusters Score -585927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -585934.125000 Penalty: 4228.775391
	Iteration 84Q: 3 clusters Score -585934.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -585938.250000 Penalty: 4228.775391
	Iteration 85Q: 3 clusters Score -585938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -585940.000000 Penalty: 4228.775391
	Iteration 86Q: 3 clusters Score -585940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -585941.375000 Penalty: 4228.775391
	Iteration 87Q: 3 clusters Score -585941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -585942.937500 Penalty: 4228.775391
	Iteration 88Q: 3 clusters Score -585942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -585944.375000 Penalty: 4228.775391
	Iteration 89Q: 3 clusters Score -585944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -585950.000000 Penalty: 4228.775391
	Iteration 90Q: 3 clusters Score -585950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -585954.187500 Penalty: 4228.775391
	Iteration 91Q: 3 clusters Score -585954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -585958.937500 Penalty: 4228.775391
	Iteration 92Q: 3 clusters Score -585958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -585960.250000 Penalty: 4228.775391
	Iteration 93Q: 3 clusters Score -585960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -585960.250000 Penalty: 4228.775391
	Iteration 94F: 3 clusters Score -585960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (304271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304271 members 
Entering Unmasked Estep 
Score: -34281836.000000 Penalty: 3131.167236
	Iteration 0F: 2 clusters Score -3.428184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152211 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -34086064.000000 Penalty: 6262.334473
	Iteration 0F: 3 clusters Score -3.408606e+07 nChanged 147662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 149614 members 
Entering Unmasked Estep 
Score: -34173032.000000 Penalty: 6262.334473
	Iteration 1F: 3 clusters Score -3.417303e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -34174716.000000 Penalty: 6262.334473
	Iteration 2Q: 3 clusters Score -3.417472e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157547 members 
Mstep: Class 2 contains 146724 members 
Entering Unmasked Estep 
Score: -34177040.000000 Penalty: 6262.334473
	Iteration 3Q: 3 clusters Score -3.417704e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 144231 members 
Entering Unmasked Estep 
Score: -34180176.000000 Penalty: 6262.334473
	Iteration 4Q: 3 clusters Score -3.418018e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -34184624.000000 Penalty: 6262.334473
	Iteration 5Q: 3 clusters Score -3.418462e+07 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -34191516.000000 Penalty: 6262.334473
	Iteration 6Q: 3 clusters Score -3.419152e+07 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -34201320.000000 Penalty: 6262.334473
	Iteration 7F: 3 clusters Score -3.420132e+07 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184902 members 
Mstep: Class 2 contains 119369 members 
Entering Unmasked Estep 
Score: -34213380.000000 Penalty: 6262.334473
	Iteration 8F: 3 clusters Score -3.421338e+07 nChanged 18639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -34226696.000000 Penalty: 6262.334473
	Iteration 9F: 3 clusters Score -3.42267e+07 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199218 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -34236852.000000 Penalty: 6262.334473
	Iteration 10F: 3 clusters Score -3.423685e+07 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204142 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -34242120.000000 Penalty: 6262.334473
	Iteration 11Q: 3 clusters Score -3.424212e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208682 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -34244568.000000 Penalty: 6262.334473
	Iteration 12Q: 3 clusters Score -3.424457e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213193 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -34246024.000000 Penalty: 6262.334473
	Iteration 13Q: 3 clusters Score -3.424602e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -34247284.000000 Penalty: 6262.334473
	Iteration 14Q: 3 clusters Score -3.424728e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222637 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -34248532.000000 Penalty: 6262.334473
	Iteration 15Q: 3 clusters Score -3.424853e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227573 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -34249928.000000 Penalty: 6262.334473
	Iteration 16Q: 3 clusters Score -3.424993e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232642 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -34251556.000000 Penalty: 6262.334473
	Iteration 17Q: 3 clusters Score -3.425156e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237833 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -34253120.000000 Penalty: 6262.334473
	Iteration 18Q: 3 clusters Score -3.425312e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243199 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -34255060.000000 Penalty: 6262.334473
	Iteration 19Q: 3 clusters Score -3.425506e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248672 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -34256920.000000 Penalty: 6262.334473
	Iteration 20F: 3 clusters Score -3.425692e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254232 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -34259060.000000 Penalty: 6262.334473
	Iteration 21Q: 3 clusters Score -3.425906e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259777 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -34261268.000000 Penalty: 6262.334473
	Iteration 22Q: 3 clusters Score -3.426127e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265265 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -34263664.000000 Penalty: 6262.334473
	Iteration 23Q: 3 clusters Score -3.426366e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270720 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -34266280.000000 Penalty: 6262.334473
	Iteration 24Q: 3 clusters Score -3.426628e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276097 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -34268972.000000 Penalty: 6262.334473
	Iteration 25Q: 3 clusters Score -3.426897e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281179 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -34271892.000000 Penalty: 6262.334473
	Iteration 26Q: 3 clusters Score -3.427189e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285826 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -34273712.000000 Penalty: 6262.334473
	Iteration 27Q: 3 clusters Score -3.427371e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289864 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -34275168.000000 Penalty: 6262.334473
	Iteration 28Q: 3 clusters Score -3.427517e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293228 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -34276316.000000 Penalty: 6262.334473
	Iteration 29Q: 3 clusters Score -3.427632e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295930 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -34277220.000000 Penalty: 6262.334473
	Iteration 30Q: 3 clusters Score -3.427722e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297932 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -34277972.000000 Penalty: 6262.334473
	Iteration 31Q: 3 clusters Score -3.427797e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299455 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -34278412.000000 Penalty: 6262.334473
	Iteration 32Q: 3 clusters Score -3.427841e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300545 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -34278812.000000 Penalty: 6262.334473
	Iteration 33Q: 3 clusters Score -3.427881e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301307 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -34279152.000000 Penalty: 6262.334473
	Iteration 34Q: 3 clusters Score -3.427915e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301828 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -34279468.000000 Penalty: 6262.334473
	Iteration 35Q: 3 clusters Score -3.427947e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302177 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -34279604.000000 Penalty: 6262.334473
	Iteration 36Q: 3 clusters Score -3.42796e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302418 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -34279720.000000 Penalty: 6262.334473
	Iteration 37Q: 3 clusters Score -3.427972e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302600 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -34279768.000000 Penalty: 6262.334473
	Iteration 38Q: 3 clusters Score -3.427977e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302719 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -34279808.000000 Penalty: 6262.334473
	Iteration 39Q: 3 clusters Score -3.427981e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302798 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -34279828.000000 Penalty: 6262.334473
	Iteration 40F: 3 clusters Score -3.427983e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302848 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -34279868.000000 Penalty: 6262.334473
	Iteration 41Q: 3 clusters Score -3.427987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302874 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -34279888.000000 Penalty: 6262.334473
	Iteration 42Q: 3 clusters Score -3.427989e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302903 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -34279932.000000 Penalty: 6262.334473
	Iteration 43Q: 3 clusters Score -3.427993e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302919 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -34279944.000000 Penalty: 6262.334473
	Iteration 44Q: 3 clusters Score -3.427994e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302928 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -34279972.000000 Penalty: 6262.334473
	Iteration 45Q: 3 clusters Score -3.427997e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302934 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -34279956.000000 Penalty: 6262.334473
	Iteration 46Q: 3 clusters Score -3.427996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302938 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -34279996.000000 Penalty: 6262.334473
	Iteration 47Q: 3 clusters Score -3.428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302942 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -34280000.000000 Penalty: 6262.334473
	Iteration 48Q: 3 clusters Score -3.428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302948 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -34279996.000000 Penalty: 6262.334473
	Iteration 49Q: 3 clusters Score -3.428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302959 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -34280016.000000 Penalty: 6262.334473
	Iteration 50Q: 3 clusters Score -3.428002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302964 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -34280020.000000 Penalty: 6262.334473
	Iteration 51Q: 3 clusters Score -3.428002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302973 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -34280020.000000 Penalty: 6262.334473
	Iteration 52Q: 3 clusters Score -3.428002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302975 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -34280036.000000 Penalty: 6262.334473
	Iteration 53Q: 3 clusters Score -3.428004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302975 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -34280056.000000 Penalty: 6262.334473
	Iteration 54Q: 3 clusters Score -3.428006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302978 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -34280060.000000 Penalty: 6262.334473
	Iteration 55Q: 3 clusters Score -3.428006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302979 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -34280040.000000 Penalty: 6262.334473
	Iteration 56Q: 3 clusters Score -3.428004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302979 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -34280068.000000 Penalty: 6262.334473
	Iteration 57Q: 3 clusters Score -3.428007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302977 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -34280048.000000 Penalty: 6262.334473
	Iteration 58Q: 3 clusters Score -3.428005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302973 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -34280088.000000 Penalty: 6262.334473
	Iteration 59Q: 3 clusters Score -3.428009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302966 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -34280100.000000 Penalty: 6262.334473
	Iteration 60F: 3 clusters Score -3.42801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302960 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -34280108.000000 Penalty: 6262.334473
	Iteration 61Q: 3 clusters Score -3.428011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302958 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -34280168.000000 Penalty: 6262.334473
	Iteration 62Q: 3 clusters Score -3.428017e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302949 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -34280156.000000 Penalty: 6262.334473
	Iteration 63Q: 3 clusters Score -3.428016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302936 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -34280176.000000 Penalty: 6262.334473
	Iteration 64Q: 3 clusters Score -3.428018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -34280180.000000 Penalty: 6262.334473
	Iteration 65Q: 3 clusters Score -3.428018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302896 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -34280172.000000 Penalty: 6262.334473
	Iteration 66Q: 3 clusters Score -3.428017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302885 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -34280204.000000 Penalty: 6262.334473
	Iteration 67Q: 3 clusters Score -3.42802e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302874 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -34280256.000000 Penalty: 6262.334473
	Iteration 68Q: 3 clusters Score -3.428026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302852 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -34280280.000000 Penalty: 6262.334473
	Iteration 69Q: 3 clusters Score -3.428028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302854 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -34280308.000000 Penalty: 6262.334473
	Iteration 70Q: 3 clusters Score -3.428031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302848 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -34280332.000000 Penalty: 6262.334473
	Iteration 71Q: 3 clusters Score -3.428033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302843 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -34280356.000000 Penalty: 6262.334473
	Iteration 72Q: 3 clusters Score -3.428036e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302836 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -34280412.000000 Penalty: 6262.334473
	Iteration 73Q: 3 clusters Score -3.428041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302813 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -34280384.000000 Penalty: 6262.334473
	Iteration 74Q: 3 clusters Score -3.428038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302794 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -34280408.000000 Penalty: 6262.334473
	Iteration 75Q: 3 clusters Score -3.428041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302771 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -34280416.000000 Penalty: 6262.334473
	Iteration 76Q: 3 clusters Score -3.428042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302747 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -34280432.000000 Penalty: 6262.334473
	Iteration 77Q: 3 clusters Score -3.428043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302730 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -34280460.000000 Penalty: 6262.334473
	Iteration 78Q: 3 clusters Score -3.428046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302719 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -34280476.000000 Penalty: 6262.334473
	Iteration 79Q: 3 clusters Score -3.428048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302707 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -34280472.000000 Penalty: 6262.334473
	Iteration 80F: 3 clusters Score -3.428047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302689 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -34280484.000000 Penalty: 6262.334473
	Iteration 81Q: 3 clusters Score -3.428048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302663 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -34280524.000000 Penalty: 6262.334473
	Iteration 82Q: 3 clusters Score -3.428052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302632 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -34280560.000000 Penalty: 6262.334473
	Iteration 83Q: 3 clusters Score -3.428056e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302607 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -34280604.000000 Penalty: 6262.334473
	Iteration 84Q: 3 clusters Score -3.42806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302586 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -34280604.000000 Penalty: 6262.334473
	Iteration 85Q: 3 clusters Score -3.42806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302561 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -34280672.000000 Penalty: 6262.334473
	Iteration 86Q: 3 clusters Score -3.428067e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302540 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -34280728.000000 Penalty: 6262.334473
	Iteration 87Q: 3 clusters Score -3.428073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302522 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -34280712.000000 Penalty: 6262.334473
	Iteration 88Q: 3 clusters Score -3.428071e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302489 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -34280708.000000 Penalty: 6262.334473
	Iteration 89Q: 3 clusters Score -3.428071e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302449 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -34280744.000000 Penalty: 6262.334473
	Iteration 90Q: 3 clusters Score -3.428074e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302425 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -34280804.000000 Penalty: 6262.334473
	Iteration 91Q: 3 clusters Score -3.42808e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302399 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -34280840.000000 Penalty: 6262.334473
	Iteration 92Q: 3 clusters Score -3.428084e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302376 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -34280872.000000 Penalty: 6262.334473
	Iteration 93Q: 3 clusters Score -3.428087e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302351 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -34280908.000000 Penalty: 6262.334473
	Iteration 94Q: 3 clusters Score -3.428091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302331 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -34280956.000000 Penalty: 6262.334473
	Iteration 95Q: 3 clusters Score -3.428096e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302311 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -34280956.000000 Penalty: 6262.334473
	Iteration 96Q: 3 clusters Score -3.428096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302293 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -34280960.000000 Penalty: 6262.334473
	Iteration 97Q: 3 clusters Score -3.428096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302273 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -34281004.000000 Penalty: 6262.334473
	Iteration 98Q: 3 clusters Score -3.4281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302266 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -34281000.000000 Penalty: 6262.334473
	Iteration 99Q: 3 clusters Score -3.4281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302250 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -34281048.000000 Penalty: 6262.334473
	Iteration 100F: 3 clusters Score -3.428105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302221 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -34281060.000000 Penalty: 6262.334473
	Iteration 101Q: 3 clusters Score -3.428106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302193 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -34281132.000000 Penalty: 6262.334473
	Iteration 102Q: 3 clusters Score -3.428113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302155 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -34281204.000000 Penalty: 6262.334473
	Iteration 103Q: 3 clusters Score -3.42812e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302119 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -34281220.000000 Penalty: 6262.334473
	Iteration 104Q: 3 clusters Score -3.428122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302094 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -34281212.000000 Penalty: 6262.334473
	Iteration 105Q: 3 clusters Score -3.428121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302073 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -34281236.000000 Penalty: 6262.334473
	Iteration 106Q: 3 clusters Score -3.428124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302052 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -34281260.000000 Penalty: 6262.334473
	Iteration 107Q: 3 clusters Score -3.428126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302036 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -34281244.000000 Penalty: 6262.334473
	Iteration 108Q: 3 clusters Score -3.428124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302017 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -34281280.000000 Penalty: 6262.334473
	Iteration 109Q: 3 clusters Score -3.428128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301999 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -34281264.000000 Penalty: 6262.334473
	Iteration 110Q: 3 clusters Score -3.428126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301978 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -34281260.000000 Penalty: 6262.334473
	Iteration 111Q: 3 clusters Score -3.428126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301965 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -34281300.000000 Penalty: 6262.334473
	Iteration 112Q: 3 clusters Score -3.42813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301956 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -34281308.000000 Penalty: 6262.334473
	Iteration 113Q: 3 clusters Score -3.428131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301947 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -34281328.000000 Penalty: 6262.334473
	Iteration 114Q: 3 clusters Score -3.428133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301945 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -34281312.000000 Penalty: 6262.334473
	Iteration 115Q: 3 clusters Score -3.428131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301943 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -34281304.000000 Penalty: 6262.334473
	Iteration 116Q: 3 clusters Score -3.42813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301948 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -34281312.000000 Penalty: 6262.334473
	Iteration 117Q: 3 clusters Score -3.428131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301945 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -34281340.000000 Penalty: 6262.334473
	Iteration 118Q: 3 clusters Score -3.428134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301942 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -34281356.000000 Penalty: 6262.334473
	Iteration 119Q: 3 clusters Score -3.428136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301937 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -34281348.000000 Penalty: 6262.334473
	Iteration 120F: 3 clusters Score -3.428135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301931 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -34281356.000000 Penalty: 6262.334473
	Iteration 121Q: 3 clusters Score -3.428136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301924 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -34281372.000000 Penalty: 6262.334473
	Iteration 122Q: 3 clusters Score -3.428137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301924 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -34281360.000000 Penalty: 6262.334473
	Iteration 123Q: 3 clusters Score -3.428136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301919 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -34281360.000000 Penalty: 6262.334473
	Iteration 124Q: 3 clusters Score -3.428136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301910 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -34281388.000000 Penalty: 6262.334473
	Iteration 125Q: 3 clusters Score -3.428139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301909 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -34281400.000000 Penalty: 6262.334473
	Iteration 126Q: 3 clusters Score -3.42814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301906 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -34281404.000000 Penalty: 6262.334473
	Iteration 127Q: 3 clusters Score -3.42814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301901 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -34281408.000000 Penalty: 6262.334473
	Iteration 128Q: 3 clusters Score -3.428141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301901 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -34281408.000000 Penalty: 6262.334473
	Iteration 129Q: 3 clusters Score -3.428141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301899 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -34281392.000000 Penalty: 6262.334473
	Iteration 130Q: 3 clusters Score -3.428139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301901 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -34281380.000000 Penalty: 6262.334473
	Iteration 131Q: 3 clusters Score -3.428138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301898 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -34281396.000000 Penalty: 6262.334473
	Iteration 132Q: 3 clusters Score -3.42814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301895 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -34281400.000000 Penalty: 6262.334473
	Iteration 133Q: 3 clusters Score -3.42814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301894 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -34281392.000000 Penalty: 6262.334473
	Iteration 134Q: 3 clusters Score -3.428139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301895 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -34281388.000000 Penalty: 6262.334473
	Iteration 135Q: 3 clusters Score -3.428139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301893 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -34281404.000000 Penalty: 6262.334473
	Iteration 136Q: 3 clusters Score -3.42814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301893 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -34281404.000000 Penalty: 6262.334473
	Iteration 137Q: 3 clusters Score -3.42814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301889 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -34281396.000000 Penalty: 6262.334473
	Iteration 138Q: 3 clusters Score -3.42814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301886 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -34281404.000000 Penalty: 6262.334473
	Iteration 139Q: 3 clusters Score -3.42814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301885 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -34281424.000000 Penalty: 6262.334473
	Iteration 140F: 3 clusters Score -3.428142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 120351 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 75987 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33409 members 
Mstep: Class 41 contains 41052 members 
Mstep: Class 42 contains 5043 members 
Mstep: Class 43 contains 304271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930816.000000 Penalty: 147466.703125
Iteration 319Q: 44 clusters Score -1.109308e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49382 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17015 members 
Mstep: Class 9 contains 120316 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 36725 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76010 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110708 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41051 members 
Mstep: Class 42 contains 5045 members 
Mstep: Class 43 contains 304273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931040.000000 Penalty: 147466.703125
Iteration 320F: 44 clusters Score -1.10931e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49389 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17016 members 
Mstep: Class 9 contains 120272 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 36725 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45132 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76029 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110707 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12639 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41051 members 
Mstep: Class 42 contains 5049 members 
Mstep: Class 43 contains 304281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931000.000000 Penalty: 147466.703125
Iteration 321Q: 44 clusters Score -1.10931e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49398 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 120218 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110707 members 
Mstep: Class 27 contains 5012 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12641 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41050 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930928.000000 Penalty: 147466.703125
Iteration 322Q: 44 clusters Score -1.109309e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 120181 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 36725 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76054 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110707 members 
Mstep: Class 27 contains 5015 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12641 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41051 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930960.000000 Penalty: 147466.703125
Iteration 323Q: 44 clusters Score -1.10931e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49416 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 120142 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14415 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45135 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76064 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110707 members 
Mstep: Class 27 contains 5017 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12641 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33404 members 
Mstep: Class 41 contains 41054 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931056.000000 Penalty: 147466.703125
Iteration 324Q: 44 clusters Score -1.109311e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49427 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 120101 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76070 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110707 members 
Mstep: Class 27 contains 5019 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33907 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12642 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41058 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931136.000000 Penalty: 147466.703125
Iteration 325Q: 44 clusters Score -1.109311e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49430 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17021 members 
Mstep: Class 9 contains 120050 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16495 members 
Mstep: Class 18 contains 45129 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76082 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110707 members 
Mstep: Class 27 contains 5021 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33908 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12641 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41059 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931056.000000 Penalty: 147466.703125
Iteration 326Q: 44 clusters Score -1.109311e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 9 contains 120003 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45127 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76101 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110706 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33910 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12641 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33407 members 
Mstep: Class 41 contains 41059 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930912.000000 Penalty: 147466.703125
Iteration 327Q: 44 clusters Score -1.109309e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49446 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17025 members 
Mstep: Class 9 contains 119957 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45128 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76118 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110705 members 
Mstep: Class 27 contains 5030 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33912 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12642 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33408 members 
Mstep: Class 41 contains 41062 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931000.000000 Penalty: 147466.703125
Iteration 328Q: 44 clusters Score -1.10931e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49447 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 119917 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76126 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110705 members 
Mstep: Class 27 contains 5031 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12642 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33407 members 
Mstep: Class 41 contains 41063 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930968.000000 Penalty: 147466.703125
Iteration 329Q: 44 clusters Score -1.10931e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49453 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119880 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 36722 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76132 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110704 members 
Mstep: Class 27 contains 5035 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12642 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33407 members 
Mstep: Class 41 contains 41068 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931024.000000 Penalty: 147466.703125
Iteration 330Q: 44 clusters Score -1.10931e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49454 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119825 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 15 contains 36728 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76143 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5043 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12642 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33407 members 
Mstep: Class 41 contains 41071 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930976.000000 Penalty: 147466.703125
Iteration 331Q: 44 clusters Score -1.10931e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49458 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119785 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 36731 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45130 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76153 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5048 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12641 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41075 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930880.000000 Penalty: 147466.703125
Iteration 332Q: 44 clusters Score -1.109309e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119743 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14399 members 
Mstep: Class 15 contains 36735 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45130 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76156 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5053 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12640 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41079 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 147466.703125
Iteration 333Q: 44 clusters Score -1.109309e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49467 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119708 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 36735 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45129 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76162 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5054 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12640 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41081 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930896.000000 Penalty: 147466.703125
Iteration 334Q: 44 clusters Score -1.109309e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49468 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119672 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 36737 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76165 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5056 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12640 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41082 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930808.000000 Penalty: 147466.703125
Iteration 335Q: 44 clusters Score -1.109308e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49461 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119645 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 36738 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76168 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12640 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41081 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930832.000000 Penalty: 147466.703125
Iteration 336Q: 44 clusters Score -1.109308e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 119618 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 36739 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76174 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930800.000000 Penalty: 147466.703125
Iteration 337Q: 44 clusters Score -1.109308e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17031 members 
Mstep: Class 9 contains 119591 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 36739 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45128 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76181 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930872.000000 Penalty: 147466.703125
Iteration 338Q: 44 clusters Score -1.109309e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49460 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17031 members 
Mstep: Class 9 contains 119578 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 36741 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45125 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76184 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110704 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930832.000000 Penalty: 147466.703125
Iteration 339Q: 44 clusters Score -1.109308e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49465 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17032 members 
Mstep: Class 9 contains 119565 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 36745 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45122 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76189 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110704 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41082 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930856.000000 Penalty: 147466.703125
Iteration 340F: 44 clusters Score -1.109309e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49466 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17034 members 
Mstep: Class 9 contains 119549 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 36747 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76190 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110704 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930824.000000 Penalty: 147466.703125
Iteration 341Q: 44 clusters Score -1.109308e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49467 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 119534 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 36750 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76191 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930832.000000 Penalty: 147466.703125
Iteration 342Q: 44 clusters Score -1.109308e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49466 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 119529 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 36750 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76196 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110703 members 
Mstep: Class 27 contains 5066 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12636 members 
Mstep: Class 39 contains 3184 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5050 members 
Mstep: Class 43 contains 304685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930792.000000 Penalty: 147466.703125
Iteration 343Q: 44 clusters Score -1.109308e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 119525 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 36750 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 45118 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76197 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110702 members 
Mstep: Class 27 contains 5070 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12636 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930752.000000 Penalty: 147466.703125
Iteration 344Q: 44 clusters Score -1.109308e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49465 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 119514 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 36754 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45117 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76203 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110702 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12636 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41082 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930752.000000 Penalty: 147466.703125
Iteration 345Q: 44 clusters Score -1.109308e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49468 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17034 members 
Mstep: Class 9 contains 119505 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 36758 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76210 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110702 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41080 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 304681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930696.000000 Penalty: 147466.703125
Iteration 346Q: 44 clusters Score -1.109307e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49466 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119506 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 16163 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 36764 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76213 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110702 members 
Mstep: Class 27 contains 5074 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41080 members 
Mstep: Class 42 contains 5052 members 
Mstep: Class 43 contains 304672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930768.000000 Penalty: 147466.703125
Iteration 347Q: 44 clusters Score -1.109308e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49465 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119503 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 36768 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76211 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5075 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5053 members 
Mstep: Class 43 contains 304669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930688.000000 Penalty: 147466.703125
Iteration 348Q: 44 clusters Score -1.109307e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119502 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 36768 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45123 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76211 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5076 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5055 members 
Mstep: Class 43 contains 304664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930696.000000 Penalty: 147466.703125
Iteration 349Q: 44 clusters Score -1.109307e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119498 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 36768 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76210 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33405 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930760.000000 Penalty: 147466.703125
Iteration 350Q: 44 clusters Score -1.109308e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119492 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 36768 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76210 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41086 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930704.000000 Penalty: 147466.703125
Iteration 351Q: 44 clusters Score -1.109307e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49460 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119491 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36768 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76211 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930688.000000 Penalty: 147466.703125
Iteration 352Q: 44 clusters Score -1.109307e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49462 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119480 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36769 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76211 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41085 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930688.000000 Penalty: 147466.703125
Iteration 353Q: 44 clusters Score -1.109307e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49460 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119472 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16496 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76211 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930696.000000 Penalty: 147466.703125
Iteration 354Q: 44 clusters Score -1.109307e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49460 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119469 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76211 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930664.000000 Penalty: 147466.703125
Iteration 355Q: 44 clusters Score -1.109307e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49460 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119466 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76212 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930648.000000 Penalty: 147466.703125
Iteration 356Q: 44 clusters Score -1.109306e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119466 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76213 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930656.000000 Penalty: 147466.703125
Iteration 357Q: 44 clusters Score -1.109307e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119467 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76213 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930656.000000 Penalty: 147466.703125
Iteration 358Q: 44 clusters Score -1.109307e+08 nChanged 2
Entering ConstructFrom: 
Score: -110930656.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -49000.371094 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -49000.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47510.964844 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -47510.96 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47928.777344 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -47928.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48144.093750 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -48144.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48439.257812 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -48439.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48794.441406 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -48794.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49082.726562 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -49082.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49328.625000 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -49328.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49473.808594 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -49473.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49656.515625 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -49656.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49916.738281 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -49916.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50093.300781 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -50093.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50136.410156 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -50136.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50184.988281 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -50184.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50241.023438 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -50241.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50258.171875 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -50258.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50269.613281 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -50269.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50270.027344 Penalty: 3167.056396
	Iteration 16F: 3 clusters Score -50270.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50272.710938 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -50272.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50275.984375 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -50275.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50277.410156 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -50277.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50277.410156 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -50277.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49461 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119465 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76213 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304701 members 
Mstep: Class 44 contains 107 members 
Entering Unmasked Estep 
Score: -110930184.000000 Penalty: 150896.156250
Splitting cluster 1 changes total score from -110930656.000000 to -110930184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66469.242188 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66469.24 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66944.445312 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66944.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67323.812500 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67323.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67728.648438 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67728.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67904.265625 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -67904.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68026.359375 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -68026.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68082.500000 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -68082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68130.109375 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -68130.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68156.023438 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -68156.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68184.515625 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -68184.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68189.851562 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -68189.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68195.179688 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -68195.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68197.250000 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -68197.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68200.570312 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -68200.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68204.500000 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -68204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68211.125000 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -68211.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68229.343750 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -68229.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68236.718750 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -68236.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68236.718750 Penalty: 3276.227783
	Iteration 18F: 3 clusters Score -68236.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49461 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119465 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76213 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304701 members 
Mstep: Class 44 contains 253 members 
Entering Unmasked Estep 
Score: -110928952.000000 Penalty: 150896.156250
Splitting cluster 2 changes total score from -110930656.000000 to -110928952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -492222.625000 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -492222.6 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 2300 members 
Entering Unmasked Estep 
Score: -488033.281250 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -488033.3 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -488962.281250 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -488962.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -489186.718750 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -489186.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -489316.812500 Penalty: 4167.283691
	Iteration 3F: 3 clusters Score -489316.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -489417.093750 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -489417.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -489503.250000 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -489503.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -489579.250000 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -489579.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -489649.843750 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -489649.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -489720.000000 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -489720 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -489798.062500 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -489798.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -489872.531250 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -489872.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -489951.156250 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -489951.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -490028.062500 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -490028.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -490105.937500 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -490105.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -490180.406250 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -490180.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -490227.687500 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -490227.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -490262.250000 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -490262.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -490287.437500 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -490287.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -490303.156250 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -490303.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -490316.875000 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -490316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -490324.937500 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -490324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -490333.750000 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -490333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -490342.000000 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -490342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -490345.093750 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -490345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -490352.406250 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -490352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -490356.750000 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -490356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -490358.625000 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -490358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -490361.781250 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -490361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -490367.218750 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -490367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -490368.218750 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -490368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -490368.062500 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -490368.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -490369.468750 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -490369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -490369.656250 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -490369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -490372.156250 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -490372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -490375.250000 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -490375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -490380.375000 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -490380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -490382.156250 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -490382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -490386.656250 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -490386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -490392.093750 Penalty: 4167.283691
	Iteration 38Q: 3 clusters Score -490392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -490395.875000 Penalty: 4167.283691
	Iteration 39Q: 3 clusters Score -490395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -490397.750000 Penalty: 4167.283691
	Iteration 40F: 3 clusters Score -490397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -490398.750000 Penalty: 4167.283691
	Iteration 41Q: 3 clusters Score -490398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -490399.218750 Penalty: 4167.283691
	Iteration 42Q: 3 clusters Score -490399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -490399.218750 Penalty: 4167.283691
	Iteration 43F: 3 clusters Score -490399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Entering Unmasked Estep 
Score: -5474469.500000 Penalty: 2680.617188
	Iteration 0F: 2 clusters Score -5474470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5441193.000000 Penalty: 5361.234375
	Iteration 0F: 3 clusters Score -5441193 nChanged 22760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5453738.000000 Penalty: 5361.234375
	Iteration 1F: 3 clusters Score -5453738 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5454370.000000 Penalty: 5361.234375
	Iteration 2Q: 3 clusters Score -5454370 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5455217.000000 Penalty: 5361.234375
	Iteration 3Q: 3 clusters Score -5455217 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5456473.500000 Penalty: 5361.234375
	Iteration 4F: 3 clusters Score -5456474 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -5458501.000000 Penalty: 5361.234375
	Iteration 5F: 3 clusters Score -5458501 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5461404.500000 Penalty: 5361.234375
	Iteration 6F: 3 clusters Score -5461404 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5465081.000000 Penalty: 5361.234375
	Iteration 7F: 3 clusters Score -5465081 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5468463.500000 Penalty: 5361.234375
	Iteration 8F: 3 clusters Score -5468464 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -5470599.000000 Penalty: 5361.234375
	Iteration 9Q: 3 clusters Score -5470599 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -5471646.000000 Penalty: 5361.234375
	Iteration 10Q: 3 clusters Score -5471646 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -5472050.500000 Penalty: 5361.234375
	Iteration 11Q: 3 clusters Score -5472050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -5472207.500000 Penalty: 5361.234375
	Iteration 12Q: 3 clusters Score -5472208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -5472273.500000 Penalty: 5361.234375
	Iteration 13Q: 3 clusters Score -5472274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5472306.500000 Penalty: 5361.234375
	Iteration 14Q: 3 clusters Score -5472306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -5472332.500000 Penalty: 5361.234375
	Iteration 15Q: 3 clusters Score -5472332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -5472352.500000 Penalty: 5361.234375
	Iteration 16Q: 3 clusters Score -5472352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -5472363.500000 Penalty: 5361.234375
	Iteration 17Q: 3 clusters Score -5472364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -5472370.000000 Penalty: 5361.234375
	Iteration 18Q: 3 clusters Score -5472370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5472374.000000 Penalty: 5361.234375
	Iteration 19Q: 3 clusters Score -5472374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -5472373.500000 Penalty: 5361.234375
	Iteration 20F: 3 clusters Score -5472374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5472390.500000 Penalty: 5361.234375
	Iteration 21Q: 3 clusters Score -5472390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -5472397.000000 Penalty: 5361.234375
	Iteration 22Q: 3 clusters Score -5472397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -5472404.500000 Penalty: 5361.234375
	Iteration 23Q: 3 clusters Score -5472404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -5472408.500000 Penalty: 5361.234375
	Iteration 24Q: 3 clusters Score -5472408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -5472413.000000 Penalty: 5361.234375
	Iteration 25Q: 3 clusters Score -5472413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -5472413.000000 Penalty: 5361.234375
	Iteration 26F: 3 clusters Score -5472413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -337074.843750 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -337074.8 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 1473 members 
Entering Unmasked Estep 
Score: -333782.437500 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -333782.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -334405.968750 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -334406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -334566.500000 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -334566.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -334648.218750 Penalty: 3969.502441
	Iteration 3Q: 3 clusters Score -334648.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -334698.656250 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -334698.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -334732.437500 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -334732.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -334761.625000 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -334761.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -334789.875000 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -334789.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -334806.625000 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -334806.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -334823.218750 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -334823.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -334833.500000 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -334833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -334840.343750 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -334840.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -334848.375000 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -334848.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -334858.156250 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -334858.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -334870.343750 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -334870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -334876.750000 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -334876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -334882.812500 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -334882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -334887.781250 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -334887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -334893.656250 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -334893.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -334901.437500 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -334901.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -334908.312500 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -334908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -334911.937500 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -334911.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -334914.375000 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -334914.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -334917.531250 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -334917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -334918.656250 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -334918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -334919.437500 Penalty: 3969.502441
	Iteration 25Q: 3 clusters Score -334919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -334920.156250 Penalty: 3969.502441
	Iteration 26Q: 3 clusters Score -334920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -334921.750000 Penalty: 3969.502441
	Iteration 27Q: 3 clusters Score -334921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -334921.562500 Penalty: 3969.502441
	Iteration 28Q: 3 clusters Score -334921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -334923.000000 Penalty: 3969.502441
	Iteration 29Q: 3 clusters Score -334923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -334922.937500 Penalty: 3969.502441
	Iteration 30Q: 3 clusters Score -334922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -334923.437500 Penalty: 3969.502441
	Iteration 31Q: 3 clusters Score -334923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -334924.281250 Penalty: 3969.502441
	Iteration 32Q: 3 clusters Score -334924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -334925.656250 Penalty: 3969.502441
	Iteration 33Q: 3 clusters Score -334925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -334927.000000 Penalty: 3969.502441
	Iteration 34Q: 3 clusters Score -334927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -334928.750000 Penalty: 3969.502441
	Iteration 35Q: 3 clusters Score -334928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -334932.687500 Penalty: 3969.502441
	Iteration 36Q: 3 clusters Score -334932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -334936.000000 Penalty: 3969.502441
	Iteration 37Q: 3 clusters Score -334936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -334937.906250 Penalty: 3969.502441
	Iteration 38Q: 3 clusters Score -334937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -334939.062500 Penalty: 3969.502441
	Iteration 39Q: 3 clusters Score -334939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -334939.062500 Penalty: 3969.502441
	Iteration 40F: 3 clusters Score -334939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32511.783203 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32511.78 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32730.113281 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32730.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32793.937500 Penalty: 2946.324951
	Iteration 2Q: 3 clusters Score -32793.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32838.921875 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32838.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32856.656250 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32856.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32867.339844 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -32867.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32873.101562 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -32873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32879.500000 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -32879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32879.500000 Penalty: 2946.324951
	Iteration 8F: 3 clusters Score -32879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -785111.375000 Penalty: 2197.895996
	Iteration 0F: 2 clusters Score -785111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -779273.812500 Penalty: 4395.791992
	Iteration 0F: 3 clusters Score -779273.8 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -780841.375000 Penalty: 4395.791992
	Iteration 1F: 3 clusters Score -780841.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -781079.625000 Penalty: 4395.791992
	Iteration 2F: 3 clusters Score -781079.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -781255.125000 Penalty: 4395.791992
	Iteration 3F: 3 clusters Score -781255.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -781391.125000 Penalty: 4395.791992
	Iteration 4Q: 3 clusters Score -781391.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -781512.937500 Penalty: 4395.791992
	Iteration 5Q: 3 clusters Score -781512.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -781656.312500 Penalty: 4395.791992
	Iteration 6Q: 3 clusters Score -781656.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -781818.000000 Penalty: 4395.791992
	Iteration 7Q: 3 clusters Score -781818 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -782013.187500 Penalty: 4395.791992
	Iteration 8Q: 3 clusters Score -782013.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -782214.375000 Penalty: 4395.791992
	Iteration 9Q: 3 clusters Score -782214.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -782417.000000 Penalty: 4395.791992
	Iteration 10Q: 3 clusters Score -782417 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -782582.687500 Penalty: 4395.791992
	Iteration 11Q: 3 clusters Score -782582.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -782743.437500 Penalty: 4395.791992
	Iteration 12Q: 3 clusters Score -782743.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -782869.187500 Penalty: 4395.791992
	Iteration 13Q: 3 clusters Score -782869.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -782974.812500 Penalty: 4395.791992
	Iteration 14Q: 3 clusters Score -782974.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -783041.062500 Penalty: 4395.791992
	Iteration 15Q: 3 clusters Score -783041.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -783085.250000 Penalty: 4395.791992
	Iteration 16Q: 3 clusters Score -783085.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -783118.562500 Penalty: 4395.791992
	Iteration 17Q: 3 clusters Score -783118.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -783147.562500 Penalty: 4395.791992
	Iteration 18Q: 3 clusters Score -783147.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -783166.125000 Penalty: 4395.791992
	Iteration 19Q: 3 clusters Score -783166.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -783179.687500 Penalty: 4395.791992
	Iteration 20F: 3 clusters Score -783179.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -783193.125000 Penalty: 4395.791992
	Iteration 21Q: 3 clusters Score -783193.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -783203.812500 Penalty: 4395.791992
	Iteration 22Q: 3 clusters Score -783203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -783214.062500 Penalty: 4395.791992
	Iteration 23Q: 3 clusters Score -783214.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -783221.062500 Penalty: 4395.791992
	Iteration 24Q: 3 clusters Score -783221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -783230.125000 Penalty: 4395.791992
	Iteration 25Q: 3 clusters Score -783230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -783234.687500 Penalty: 4395.791992
	Iteration 26Q: 3 clusters Score -783234.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -783242.312500 Penalty: 4395.791992
	Iteration 27Q: 3 clusters Score -783242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -783244.937500 Penalty: 4395.791992
	Iteration 28Q: 3 clusters Score -783244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -783254.062500 Penalty: 4395.791992
	Iteration 29Q: 3 clusters Score -783254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -783260.562500 Penalty: 4395.791992
	Iteration 30Q: 3 clusters Score -783260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -783264.687500 Penalty: 4395.791992
	Iteration 31Q: 3 clusters Score -783264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -783264.125000 Penalty: 4395.791992
	Iteration 32Q: 3 clusters Score -783264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -783264.125000 Penalty: 4395.791992
	Iteration 33F: 3 clusters Score -783264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -1968745.625000 Penalty: 2416.240967
	Iteration 0F: 2 clusters Score -1968746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1956612.250000 Penalty: 4832.481934
	Iteration 0F: 3 clusters Score -1956612 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1960436.875000 Penalty: 4832.481934
	Iteration 1F: 3 clusters Score -1960437 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1960764.750000 Penalty: 4832.481934
	Iteration 2F: 3 clusters Score -1960765 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1960995.875000 Penalty: 4832.481934
	Iteration 3Q: 3 clusters Score -1960996 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1961154.375000 Penalty: 4832.481934
	Iteration 4Q: 3 clusters Score -1961154 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1961285.375000 Penalty: 4832.481934
	Iteration 5Q: 3 clusters Score -1961285 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1961375.750000 Penalty: 4832.481934
	Iteration 6Q: 3 clusters Score -1961376 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1961451.250000 Penalty: 4832.481934
	Iteration 7Q: 3 clusters Score -1961451 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1961522.125000 Penalty: 4832.481934
	Iteration 8Q: 3 clusters Score -1961522 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1961575.125000 Penalty: 4832.481934
	Iteration 9Q: 3 clusters Score -1961575 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1961624.750000 Penalty: 4832.481934
	Iteration 10Q: 3 clusters Score -1961625 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1961665.750000 Penalty: 4832.481934
	Iteration 11Q: 3 clusters Score -1961666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1961715.500000 Penalty: 4832.481934
	Iteration 12Q: 3 clusters Score -1961716 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1961776.250000 Penalty: 4832.481934
	Iteration 13Q: 3 clusters Score -1961776 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1961847.625000 Penalty: 4832.481934
	Iteration 14Q: 3 clusters Score -1961848 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1961918.375000 Penalty: 4832.481934
	Iteration 15Q: 3 clusters Score -1961918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1961985.875000 Penalty: 4832.481934
	Iteration 16Q: 3 clusters Score -1961986 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1962076.375000 Penalty: 4832.481934
	Iteration 17Q: 3 clusters Score -1962076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1962185.625000 Penalty: 4832.481934
	Iteration 18Q: 3 clusters Score -1962186 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1962335.500000 Penalty: 4832.481934
	Iteration 19Q: 3 clusters Score -1962336 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1962511.750000 Penalty: 4832.481934
	Iteration 20F: 3 clusters Score -1962512 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1962731.750000 Penalty: 4832.481934
	Iteration 21Q: 3 clusters Score -1962732 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1963050.250000 Penalty: 4832.481934
	Iteration 22Q: 3 clusters Score -1963050 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1963476.625000 Penalty: 4832.481934
	Iteration 23Q: 3 clusters Score -1963477 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1964012.375000 Penalty: 4832.481934
	Iteration 24Q: 3 clusters Score -1964012 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1964549.375000 Penalty: 4832.481934
	Iteration 25Q: 3 clusters Score -1964549 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1965046.000000 Penalty: 4832.481934
	Iteration 26Q: 3 clusters Score -1965046 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1965484.625000 Penalty: 4832.481934
	Iteration 27Q: 3 clusters Score -1965485 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1965807.375000 Penalty: 4832.481934
	Iteration 28Q: 3 clusters Score -1965807 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1966024.875000 Penalty: 4832.481934
	Iteration 29Q: 3 clusters Score -1966025 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1966172.125000 Penalty: 4832.481934
	Iteration 30Q: 3 clusters Score -1966172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1966266.500000 Penalty: 4832.481934
	Iteration 31Q: 3 clusters Score -1966266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1966344.250000 Penalty: 4832.481934
	Iteration 32Q: 3 clusters Score -1966344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1966403.125000 Penalty: 4832.481934
	Iteration 33Q: 3 clusters Score -1966403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1966446.000000 Penalty: 4832.481934
	Iteration 34Q: 3 clusters Score -1966446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1966493.375000 Penalty: 4832.481934
	Iteration 35Q: 3 clusters Score -1966493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1966523.875000 Penalty: 4832.481934
	Iteration 36Q: 3 clusters Score -1966524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1966548.500000 Penalty: 4832.481934
	Iteration 37Q: 3 clusters Score -1966548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1966571.000000 Penalty: 4832.481934
	Iteration 38Q: 3 clusters Score -1966571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1966587.000000 Penalty: 4832.481934
	Iteration 39Q: 3 clusters Score -1966587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1966600.875000 Penalty: 4832.481934
	Iteration 40F: 3 clusters Score -1966601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1966611.000000 Penalty: 4832.481934
	Iteration 41Q: 3 clusters Score -1966611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1966617.625000 Penalty: 4832.481934
	Iteration 42Q: 3 clusters Score -1966618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1966621.500000 Penalty: 4832.481934
	Iteration 43Q: 3 clusters Score -1966622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1966625.500000 Penalty: 4832.481934
	Iteration 44Q: 3 clusters Score -1966626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1966629.625000 Penalty: 4832.481934
	Iteration 45Q: 3 clusters Score -1966630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1966633.250000 Penalty: 4832.481934
	Iteration 46Q: 3 clusters Score -1966633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1966637.875000 Penalty: 4832.481934
	Iteration 47Q: 3 clusters Score -1966638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1966641.000000 Penalty: 4832.481934
	Iteration 48Q: 3 clusters Score -1966641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1966643.250000 Penalty: 4832.481934
	Iteration 49Q: 3 clusters Score -1966643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1966643.250000 Penalty: 4832.481934
	Iteration 50Q: 3 clusters Score -1966643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1966644.375000 Penalty: 4832.481934
	Iteration 51Q: 3 clusters Score -1966644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1966648.125000 Penalty: 4832.481934
	Iteration 52Q: 3 clusters Score -1966648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1966650.750000 Penalty: 4832.481934
	Iteration 53Q: 3 clusters Score -1966651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1966650.750000 Penalty: 4832.481934
	Iteration 54F: 3 clusters Score -1966651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119465 members 
Entering Unmasked Estep 
Score: -13545089.000000 Penalty: 2899.313232
	Iteration 0F: 2 clusters Score -1.354509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -13465219.000000 Penalty: 5798.626465
	Iteration 0F: 3 clusters Score -1.346522e+07 nChanged 56746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -13498705.000000 Penalty: 5798.626465
	Iteration 1F: 3 clusters Score -1.34987e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -13500259.000000 Penalty: 5798.626465
	Iteration 2Q: 3 clusters Score -1.350026e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -13502396.000000 Penalty: 5798.626465
	Iteration 3Q: 3 clusters Score -1.35024e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -13505210.000000 Penalty: 5798.626465
	Iteration 4Q: 3 clusters Score -1.350521e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -13508924.000000 Penalty: 5798.626465
	Iteration 5Q: 3 clusters Score -1.350892e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -13513605.000000 Penalty: 5798.626465
	Iteration 6F: 3 clusters Score -1.35136e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -13518663.000000 Penalty: 5798.626465
	Iteration 7F: 3 clusters Score -1.351866e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -13523686.000000 Penalty: 5798.626465
	Iteration 8F: 3 clusters Score -1.352369e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -13527392.000000 Penalty: 5798.626465
	Iteration 9F: 3 clusters Score -1.352739e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -13529380.000000 Penalty: 5798.626465
	Iteration 10Q: 3 clusters Score -1.352938e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -13530642.000000 Penalty: 5798.626465
	Iteration 11Q: 3 clusters Score -1.353064e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -13531297.000000 Penalty: 5798.626465
	Iteration 12Q: 3 clusters Score -1.35313e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -13531811.000000 Penalty: 5798.626465
	Iteration 13Q: 3 clusters Score -1.353181e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -13532200.000000 Penalty: 5798.626465
	Iteration 14Q: 3 clusters Score -1.35322e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -13532615.000000 Penalty: 5798.626465
	Iteration 15Q: 3 clusters Score -1.353262e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -13533028.000000 Penalty: 5798.626465
	Iteration 16Q: 3 clusters Score -1.353303e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -13533526.000000 Penalty: 5798.626465
	Iteration 17Q: 3 clusters Score -1.353353e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -13534035.000000 Penalty: 5798.626465
	Iteration 18Q: 3 clusters Score -1.353404e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -13534687.000000 Penalty: 5798.626465
	Iteration 19Q: 3 clusters Score -1.353469e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -13535344.000000 Penalty: 5798.626465
	Iteration 20F: 3 clusters Score -1.353534e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -13535989.000000 Penalty: 5798.626465
	Iteration 21Q: 3 clusters Score -1.353599e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -13536758.000000 Penalty: 5798.626465
	Iteration 22Q: 3 clusters Score -1.353676e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -13537476.000000 Penalty: 5798.626465
	Iteration 23Q: 3 clusters Score -1.353748e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -13538182.000000 Penalty: 5798.626465
	Iteration 24Q: 3 clusters Score -1.353818e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -13538996.000000 Penalty: 5798.626465
	Iteration 25Q: 3 clusters Score -1.3539e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -13539681.000000 Penalty: 5798.626465
	Iteration 26Q: 3 clusters Score -1.353968e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -13540365.000000 Penalty: 5798.626465
	Iteration 27Q: 3 clusters Score -1.354036e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 109304 members 
Entering Unmasked Estep 
Score: -13540902.000000 Penalty: 5798.626465
	Iteration 28Q: 3 clusters Score -1.35409e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -13541517.000000 Penalty: 5798.626465
	Iteration 29Q: 3 clusters Score -1.354152e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 111381 members 
Entering Unmasked Estep 
Score: -13541943.000000 Penalty: 5798.626465
	Iteration 30Q: 3 clusters Score -1.354194e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -13542362.000000 Penalty: 5798.626465
	Iteration 31Q: 3 clusters Score -1.354236e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -13542713.000000 Penalty: 5798.626465
	Iteration 32Q: 3 clusters Score -1.354271e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -13543039.000000 Penalty: 5798.626465
	Iteration 33Q: 3 clusters Score -1.354304e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 114026 members 
Entering Unmasked Estep 
Score: -13543257.000000 Penalty: 5798.626465
	Iteration 34Q: 3 clusters Score -1.354326e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -13543430.000000 Penalty: 5798.626465
	Iteration 35Q: 3 clusters Score -1.354343e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -13543592.000000 Penalty: 5798.626465
	Iteration 36Q: 3 clusters Score -1.354359e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -13543657.000000 Penalty: 5798.626465
	Iteration 37Q: 3 clusters Score -1.354366e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -13543700.000000 Penalty: 5798.626465
	Iteration 38Q: 3 clusters Score -1.35437e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -13543760.000000 Penalty: 5798.626465
	Iteration 39Q: 3 clusters Score -1.354376e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -13543822.000000 Penalty: 5798.626465
	Iteration 40F: 3 clusters Score -1.354382e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -13543831.000000 Penalty: 5798.626465
	Iteration 41Q: 3 clusters Score -1.354383e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -13543845.000000 Penalty: 5798.626465
	Iteration 42Q: 3 clusters Score -1.354384e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -13543871.000000 Penalty: 5798.626465
	Iteration 43Q: 3 clusters Score -1.354387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -13543869.000000 Penalty: 5798.626465
	Iteration 44Q: 3 clusters Score -1.354387e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -13543887.000000 Penalty: 5798.626465
	Iteration 45Q: 3 clusters Score -1.354389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -13543887.000000 Penalty: 5798.626465
	Iteration 46Q: 3 clusters Score -1.354389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 115572 members 
Entering Unmasked Estep 
Score: -13543905.000000 Penalty: 5798.626465
	Iteration 47Q: 3 clusters Score -1.35439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -13543912.000000 Penalty: 5798.626465
	Iteration 48Q: 3 clusters Score -1.354391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -13543925.000000 Penalty: 5798.626465
	Iteration 49Q: 3 clusters Score -1.354392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 115652 members 
Entering Unmasked Estep 
Score: -13543936.000000 Penalty: 5798.626465
	Iteration 50Q: 3 clusters Score -1.354394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 115673 members 
Entering Unmasked Estep 
Score: -13543932.000000 Penalty: 5798.626465
	Iteration 51Q: 3 clusters Score -1.354393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -13543919.000000 Penalty: 5798.626465
	Iteration 52Q: 3 clusters Score -1.354392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -13543943.000000 Penalty: 5798.626465
	Iteration 53Q: 3 clusters Score -1.354394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 115710 members 
Entering Unmasked Estep 
Score: -13543945.000000 Penalty: 5798.626465
	Iteration 54Q: 3 clusters Score -1.354394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -13543938.000000 Penalty: 5798.626465
	Iteration 55Q: 3 clusters Score -1.354394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -13543942.000000 Penalty: 5798.626465
	Iteration 56Q: 3 clusters Score -1.354394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -13543943.000000 Penalty: 5798.626465
	Iteration 57Q: 3 clusters Score -1.354394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -13543933.000000 Penalty: 5798.626465
	Iteration 58Q: 3 clusters Score -1.354393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 115740 members 
Entering Unmasked Estep 
Score: -13543935.000000 Penalty: 5798.626465
	Iteration 59Q: 3 clusters Score -1.354394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -13543941.000000 Penalty: 5798.626465
	Iteration 60F: 3 clusters Score -1.354394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -13543941.000000 Penalty: 5798.626465
	Iteration 61Q: 3 clusters Score -1.354394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -13543936.000000 Penalty: 5798.626465
	Iteration 62Q: 3 clusters Score -1.354394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -13543936.000000 Penalty: 5798.626465
	Iteration 63F: 3 clusters Score -1.354394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -113158.890625 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -113158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111131.835938 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -111131.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111439.890625 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -111439.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111517.031250 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -111517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111550.062500 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -111550.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111579.820312 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -111579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111596.960938 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -111597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111605.054688 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -111605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111612.992188 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -111613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111619.796875 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -111619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111621.828125 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -111621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111628.953125 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -111629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111632.695312 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -111632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111639.703125 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -111639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111644.617188 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -111644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111655.710938 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -111655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111658.218750 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -111658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111658.773438 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -111658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111660.843750 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -111660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111661.046875 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -111661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111661.046875 Penalty: 3478.902100
	Iteration 19F: 3 clusters Score -111661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -314039.968750 Penalty: 1999.013916
	Iteration 0F: 2 clusters Score -314040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -310741.562500 Penalty: 3998.027832
	Iteration 0F: 3 clusters Score -310741.6 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -311501.625000 Penalty: 3998.027832
	Iteration 1F: 3 clusters Score -311501.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -311791.625000 Penalty: 3998.027832
	Iteration 2F: 3 clusters Score -311791.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -312028.812500 Penalty: 3998.027832
	Iteration 3F: 3 clusters Score -312028.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -312242.750000 Penalty: 3998.027832
	Iteration 4F: 3 clusters Score -312242.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -312403.656250 Penalty: 3998.027832
	Iteration 5F: 3 clusters Score -312403.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -312518.562500 Penalty: 3998.027832
	Iteration 6Q: 3 clusters Score -312518.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -312609.843750 Penalty: 3998.027832
	Iteration 7Q: 3 clusters Score -312609.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -312660.468750 Penalty: 3998.027832
	Iteration 8Q: 3 clusters Score -312660.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -312698.687500 Penalty: 3998.027832
	Iteration 9Q: 3 clusters Score -312698.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -312734.281250 Penalty: 3998.027832
	Iteration 10Q: 3 clusters Score -312734.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -312761.218750 Penalty: 3998.027832
	Iteration 11Q: 3 clusters Score -312761.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -312782.187500 Penalty: 3998.027832
	Iteration 12Q: 3 clusters Score -312782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -312798.187500 Penalty: 3998.027832
	Iteration 13Q: 3 clusters Score -312798.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -312813.437500 Penalty: 3998.027832
	Iteration 14Q: 3 clusters Score -312813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -312833.281250 Penalty: 3998.027832
	Iteration 15Q: 3 clusters Score -312833.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -312853.687500 Penalty: 3998.027832
	Iteration 16Q: 3 clusters Score -312853.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -312865.218750 Penalty: 3998.027832
	Iteration 17Q: 3 clusters Score -312865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -312873.750000 Penalty: 3998.027832
	Iteration 18Q: 3 clusters Score -312873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -312880.406250 Penalty: 3998.027832
	Iteration 19Q: 3 clusters Score -312880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -312891.218750 Penalty: 3998.027832
	Iteration 20F: 3 clusters Score -312891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -312904.531250 Penalty: 3998.027832
	Iteration 21Q: 3 clusters Score -312904.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -312914.906250 Penalty: 3998.027832
	Iteration 22Q: 3 clusters Score -312914.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -312925.843750 Penalty: 3998.027832
	Iteration 23Q: 3 clusters Score -312925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -312933.687500 Penalty: 3998.027832
	Iteration 24Q: 3 clusters Score -312933.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -312941.687500 Penalty: 3998.027832
	Iteration 25Q: 3 clusters Score -312941.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -312947.093750 Penalty: 3998.027832
	Iteration 26Q: 3 clusters Score -312947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -312952.562500 Penalty: 3998.027832
	Iteration 27Q: 3 clusters Score -312952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -312960.093750 Penalty: 3998.027832
	Iteration 28Q: 3 clusters Score -312960.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -312968.187500 Penalty: 3998.027832
	Iteration 29Q: 3 clusters Score -312968.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -312974.500000 Penalty: 3998.027832
	Iteration 30Q: 3 clusters Score -312974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -312977.781250 Penalty: 3998.027832
	Iteration 31Q: 3 clusters Score -312977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -312981.437500 Penalty: 3998.027832
	Iteration 32Q: 3 clusters Score -312981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -312987.750000 Penalty: 3998.027832
	Iteration 33Q: 3 clusters Score -312987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -312998.812500 Penalty: 3998.027832
	Iteration 34Q: 3 clusters Score -312998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -313010.937500 Penalty: 3998.027832
	Iteration 35Q: 3 clusters Score -313010.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -313018.500000 Penalty: 3998.027832
	Iteration 36Q: 3 clusters Score -313018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -313025.812500 Penalty: 3998.027832
	Iteration 37Q: 3 clusters Score -313025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -313029.312500 Penalty: 3998.027832
	Iteration 38Q: 3 clusters Score -313029.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -313030.937500 Penalty: 3998.027832
	Iteration 39Q: 3 clusters Score -313030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -313031.718750 Penalty: 3998.027832
	Iteration 40F: 3 clusters Score -313031.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -1505623.000000 Penalty: 2359.415771
	Iteration 0F: 2 clusters Score -1505623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1495846.625000 Penalty: 4718.831543
	Iteration 0F: 3 clusters Score -1495847 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1499066.375000 Penalty: 4718.831543
	Iteration 1F: 3 clusters Score -1499066 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1499540.250000 Penalty: 4718.831543
	Iteration 2F: 3 clusters Score -1499540 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1499936.500000 Penalty: 4718.831543
	Iteration 3F: 3 clusters Score -1499936 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1500315.250000 Penalty: 4718.831543
	Iteration 4Q: 3 clusters Score -1500315 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1500662.750000 Penalty: 4718.831543
	Iteration 5Q: 3 clusters Score -1500663 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1501032.125000 Penalty: 4718.831543
	Iteration 6Q: 3 clusters Score -1501032 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1501391.750000 Penalty: 4718.831543
	Iteration 7Q: 3 clusters Score -1501392 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1501754.375000 Penalty: 4718.831543
	Iteration 8Q: 3 clusters Score -1501754 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1502175.375000 Penalty: 4718.831543
	Iteration 9Q: 3 clusters Score -1502175 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1502599.250000 Penalty: 4718.831543
	Iteration 10Q: 3 clusters Score -1502599 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1502910.500000 Penalty: 4718.831543
	Iteration 11Q: 3 clusters Score -1502910 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1503116.625000 Penalty: 4718.831543
	Iteration 12Q: 3 clusters Score -1503117 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1503233.500000 Penalty: 4718.831543
	Iteration 13Q: 3 clusters Score -1503234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1503325.750000 Penalty: 4718.831543
	Iteration 14Q: 3 clusters Score -1503326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1503399.000000 Penalty: 4718.831543
	Iteration 15Q: 3 clusters Score -1503399 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1503440.875000 Penalty: 4718.831543
	Iteration 16Q: 3 clusters Score -1503441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1503463.500000 Penalty: 4718.831543
	Iteration 17Q: 3 clusters Score -1503464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1503491.625000 Penalty: 4718.831543
	Iteration 18Q: 3 clusters Score -1503492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1503521.750000 Penalty: 4718.831543
	Iteration 19Q: 3 clusters Score -1503522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1503547.250000 Penalty: 4718.831543
	Iteration 20F: 3 clusters Score -1503547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1503568.250000 Penalty: 4718.831543
	Iteration 21Q: 3 clusters Score -1503568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1503603.875000 Penalty: 4718.831543
	Iteration 22Q: 3 clusters Score -1503604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1503639.875000 Penalty: 4718.831543
	Iteration 23Q: 3 clusters Score -1503640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1503683.375000 Penalty: 4718.831543
	Iteration 24Q: 3 clusters Score -1503683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1503718.125000 Penalty: 4718.831543
	Iteration 25Q: 3 clusters Score -1503718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1503749.750000 Penalty: 4718.831543
	Iteration 26Q: 3 clusters Score -1503750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1503780.125000 Penalty: 4718.831543
	Iteration 27Q: 3 clusters Score -1503780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1503812.750000 Penalty: 4718.831543
	Iteration 28Q: 3 clusters Score -1503813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1503844.750000 Penalty: 4718.831543
	Iteration 29Q: 3 clusters Score -1503845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1503867.875000 Penalty: 4718.831543
	Iteration 30Q: 3 clusters Score -1503868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1503895.000000 Penalty: 4718.831543
	Iteration 31Q: 3 clusters Score -1503895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1503907.750000 Penalty: 4718.831543
	Iteration 32Q: 3 clusters Score -1503908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1503931.500000 Penalty: 4718.831543
	Iteration 33Q: 3 clusters Score -1503932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1503960.125000 Penalty: 4718.831543
	Iteration 34Q: 3 clusters Score -1503960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1503982.625000 Penalty: 4718.831543
	Iteration 35Q: 3 clusters Score -1503983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1504005.000000 Penalty: 4718.831543
	Iteration 36Q: 3 clusters Score -1504005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1504014.625000 Penalty: 4718.831543
	Iteration 37Q: 3 clusters Score -1504015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1504023.750000 Penalty: 4718.831543
	Iteration 38Q: 3 clusters Score -1504024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1504033.750000 Penalty: 4718.831543
	Iteration 39Q: 3 clusters Score -1504034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1504047.000000 Penalty: 4718.831543
	Iteration 40F: 3 clusters Score -1504047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1504047.875000 Penalty: 4718.831543
	Iteration 41Q: 3 clusters Score -1504048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1504046.500000 Penalty: 4718.831543
	Iteration 42Q: 3 clusters Score -1504046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1504052.125000 Penalty: 4718.831543
	Iteration 43Q: 3 clusters Score -1504052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1504056.875000 Penalty: 4718.831543
	Iteration 44Q: 3 clusters Score -1504057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1504062.750000 Penalty: 4718.831543
	Iteration 45Q: 3 clusters Score -1504063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1504066.000000 Penalty: 4718.831543
	Iteration 46Q: 3 clusters Score -1504066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1504069.000000 Penalty: 4718.831543
	Iteration 47Q: 3 clusters Score -1504069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1504073.125000 Penalty: 4718.831543
	Iteration 48Q: 3 clusters Score -1504073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1504075.500000 Penalty: 4718.831543
	Iteration 49Q: 3 clusters Score -1504076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1504077.375000 Penalty: 4718.831543
	Iteration 50Q: 3 clusters Score -1504077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1504078.500000 Penalty: 4718.831543
	Iteration 51Q: 3 clusters Score -1504078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1504076.500000 Penalty: 4718.831543
	Iteration 52Q: 3 clusters Score -1504076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1504077.875000 Penalty: 4718.831543
	Iteration 53Q: 3 clusters Score -1504078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1504084.000000 Penalty: 4718.831543
	Iteration 54Q: 3 clusters Score -1504084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1504086.125000 Penalty: 4718.831543
	Iteration 55Q: 3 clusters Score -1504086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1504085.500000 Penalty: 4718.831543
	Iteration 56Q: 3 clusters Score -1504086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1504088.250000 Penalty: 4718.831543
	Iteration 57Q: 3 clusters Score -1504088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1504091.000000 Penalty: 4718.831543
	Iteration 58Q: 3 clusters Score -1504091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1504096.875000 Penalty: 4718.831543
	Iteration 59Q: 3 clusters Score -1504097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1504098.875000 Penalty: 4718.831543
	Iteration 60F: 3 clusters Score -1504099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1504098.750000 Penalty: 4718.831543
	Iteration 61Q: 3 clusters Score -1504099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1504107.250000 Penalty: 4718.831543
	Iteration 62Q: 3 clusters Score -1504107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1504110.625000 Penalty: 4718.831543
	Iteration 63Q: 3 clusters Score -1504111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1504111.000000 Penalty: 4718.831543
	Iteration 64Q: 3 clusters Score -1504111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1504113.625000 Penalty: 4718.831543
	Iteration 65Q: 3 clusters Score -1504114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1504111.125000 Penalty: 4718.831543
	Iteration 66Q: 3 clusters Score -1504111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1504113.750000 Penalty: 4718.831543
	Iteration 67Q: 3 clusters Score -1504114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1504114.750000 Penalty: 4718.831543
	Iteration 68Q: 3 clusters Score -1504115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1504115.375000 Penalty: 4718.831543
	Iteration 69Q: 3 clusters Score -1504115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1504115.375000 Penalty: 4718.831543
	Iteration 70Q: 3 clusters Score -1504115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1504115.375000 Penalty: 4718.831543
	Iteration 71F: 3 clusters Score -1504115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Entering Unmasked Estep 
Score: -1782725.625000 Penalty: 2403.223633
	Iteration 0F: 2 clusters Score -1782726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1771127.000000 Penalty: 4806.447266
	Iteration 0F: 3 clusters Score -1771127 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1775190.500000 Penalty: 4806.447266
	Iteration 1F: 3 clusters Score -1775190 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1775945.375000 Penalty: 4806.447266
	Iteration 2F: 3 clusters Score -1775945 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1776670.125000 Penalty: 4806.447266
	Iteration 3F: 3 clusters Score -1776670 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1777374.250000 Penalty: 4806.447266
	Iteration 4F: 3 clusters Score -1777374 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1778050.875000 Penalty: 4806.447266
	Iteration 5F: 3 clusters Score -1778051 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1778709.625000 Penalty: 4806.447266
	Iteration 6F: 3 clusters Score -1778710 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1779321.125000 Penalty: 4806.447266
	Iteration 7F: 3 clusters Score -1779321 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1779903.000000 Penalty: 4806.447266
	Iteration 8Q: 3 clusters Score -1779903 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1780464.750000 Penalty: 4806.447266
	Iteration 9Q: 3 clusters Score -1780465 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1780926.625000 Penalty: 4806.447266
	Iteration 10Q: 3 clusters Score -1780927 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1781278.125000 Penalty: 4806.447266
	Iteration 11Q: 3 clusters Score -1781278 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1781557.125000 Penalty: 4806.447266
	Iteration 12Q: 3 clusters Score -1781557 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1781747.375000 Penalty: 4806.447266
	Iteration 13Q: 3 clusters Score -1781747 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1781882.500000 Penalty: 4806.447266
	Iteration 14Q: 3 clusters Score -1781882 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1781978.875000 Penalty: 4806.447266
	Iteration 15Q: 3 clusters Score -1781979 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1782061.875000 Penalty: 4806.447266
	Iteration 16Q: 3 clusters Score -1782062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1782107.375000 Penalty: 4806.447266
	Iteration 17Q: 3 clusters Score -1782107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1782147.250000 Penalty: 4806.447266
	Iteration 18Q: 3 clusters Score -1782147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1782194.750000 Penalty: 4806.447266
	Iteration 19Q: 3 clusters Score -1782195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1782226.625000 Penalty: 4806.447266
	Iteration 20F: 3 clusters Score -1782227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1782247.500000 Penalty: 4806.447266
	Iteration 21Q: 3 clusters Score -1782248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1782270.875000 Penalty: 4806.447266
	Iteration 22Q: 3 clusters Score -1782271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1782288.250000 Penalty: 4806.447266
	Iteration 23Q: 3 clusters Score -1782288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1782294.250000 Penalty: 4806.447266
	Iteration 24Q: 3 clusters Score -1782294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1782297.625000 Penalty: 4806.447266
	Iteration 25Q: 3 clusters Score -1782298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1782303.250000 Penalty: 4806.447266
	Iteration 26Q: 3 clusters Score -1782303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1782308.875000 Penalty: 4806.447266
	Iteration 27Q: 3 clusters Score -1782309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1782307.875000 Penalty: 4806.447266
	Iteration 28Q: 3 clusters Score -1782308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1782314.375000 Penalty: 4806.447266
	Iteration 29Q: 3 clusters Score -1782314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1782313.875000 Penalty: 4806.447266
	Iteration 30Q: 3 clusters Score -1782314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1782313.375000 Penalty: 4806.447266
	Iteration 31Q: 3 clusters Score -1782313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1782313.500000 Penalty: 4806.447266
	Iteration 32Q: 3 clusters Score -1782314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1782316.375000 Penalty: 4806.447266
	Iteration 33Q: 3 clusters Score -1782316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1782317.750000 Penalty: 4806.447266
	Iteration 34Q: 3 clusters Score -1782318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1782317.750000 Penalty: 4806.447266
	Iteration 35F: 3 clusters Score -1782318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -1647734.875000 Penalty: 2374.475342
	Iteration 0F: 2 clusters Score -1647735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1637223.875000 Penalty: 4748.950684
	Iteration 0F: 3 clusters Score -1637224 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1640564.000000 Penalty: 4748.950684
	Iteration 1F: 3 clusters Score -1640564 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1640928.000000 Penalty: 4748.950684
	Iteration 2F: 3 clusters Score -1640928 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1641223.375000 Penalty: 4748.950684
	Iteration 3Q: 3 clusters Score -1641223 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1641504.625000 Penalty: 4748.950684
	Iteration 4Q: 3 clusters Score -1641505 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1641789.375000 Penalty: 4748.950684
	Iteration 5Q: 3 clusters Score -1641789 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1642137.375000 Penalty: 4748.950684
	Iteration 6Q: 3 clusters Score -1642137 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1642512.250000 Penalty: 4748.950684
	Iteration 7Q: 3 clusters Score -1642512 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1642898.250000 Penalty: 4748.950684
	Iteration 8Q: 3 clusters Score -1642898 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1643256.250000 Penalty: 4748.950684
	Iteration 9Q: 3 clusters Score -1643256 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1643611.500000 Penalty: 4748.950684
	Iteration 10Q: 3 clusters Score -1643612 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1644000.875000 Penalty: 4748.950684
	Iteration 11Q: 3 clusters Score -1644001 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1644353.500000 Penalty: 4748.950684
	Iteration 12Q: 3 clusters Score -1644354 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1644667.375000 Penalty: 4748.950684
	Iteration 13Q: 3 clusters Score -1644667 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1644915.500000 Penalty: 4748.950684
	Iteration 14Q: 3 clusters Score -1644916 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1645096.875000 Penalty: 4748.950684
	Iteration 15Q: 3 clusters Score -1645097 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1645236.125000 Penalty: 4748.950684
	Iteration 16Q: 3 clusters Score -1645236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1645330.625000 Penalty: 4748.950684
	Iteration 17Q: 3 clusters Score -1645331 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1645392.125000 Penalty: 4748.950684
	Iteration 18Q: 3 clusters Score -1645392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1645459.875000 Penalty: 4748.950684
	Iteration 19Q: 3 clusters Score -1645460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1645510.750000 Penalty: 4748.950684
	Iteration 20F: 3 clusters Score -1645511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1645543.625000 Penalty: 4748.950684
	Iteration 21Q: 3 clusters Score -1645544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1645565.750000 Penalty: 4748.950684
	Iteration 22Q: 3 clusters Score -1645566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1645592.875000 Penalty: 4748.950684
	Iteration 23Q: 3 clusters Score -1645593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1645611.000000 Penalty: 4748.950684
	Iteration 24Q: 3 clusters Score -1645611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1645627.875000 Penalty: 4748.950684
	Iteration 25Q: 3 clusters Score -1645628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1645640.500000 Penalty: 4748.950684
	Iteration 26Q: 3 clusters Score -1645640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1645650.125000 Penalty: 4748.950684
	Iteration 27Q: 3 clusters Score -1645650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1645654.625000 Penalty: 4748.950684
	Iteration 28Q: 3 clusters Score -1645655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1645654.625000 Penalty: 4748.950684
	Iteration 29Q: 3 clusters Score -1645655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1645662.000000 Penalty: 4748.950684
	Iteration 30Q: 3 clusters Score -1645662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1645671.250000 Penalty: 4748.950684
	Iteration 31Q: 3 clusters Score -1645671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1645675.500000 Penalty: 4748.950684
	Iteration 32Q: 3 clusters Score -1645676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1645684.000000 Penalty: 4748.950684
	Iteration 33Q: 3 clusters Score -1645684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1645688.500000 Penalty: 4748.950684
	Iteration 34Q: 3 clusters Score -1645688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1645690.000000 Penalty: 4748.950684
	Iteration 35Q: 3 clusters Score -1645690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1645690.000000 Penalty: 4748.950684
	Iteration 36F: 3 clusters Score -1645690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Entering Unmasked Estep 
Score: -4164797.000000 Penalty: 2607.091309
	Iteration 0F: 2 clusters Score -4164797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4139806.750000 Penalty: 5214.182617
	Iteration 0F: 3 clusters Score -4139807 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4148870.500000 Penalty: 5214.182617
	Iteration 1F: 3 clusters Score -4148870 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4149289.500000 Penalty: 5214.182617
	Iteration 2Q: 3 clusters Score -4149290 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4149634.250000 Penalty: 5214.182617
	Iteration 3Q: 3 clusters Score -4149634 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4149890.500000 Penalty: 5214.182617
	Iteration 4Q: 3 clusters Score -4149890 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4150165.750000 Penalty: 5214.182617
	Iteration 5Q: 3 clusters Score -4150166 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4150378.250000 Penalty: 5214.182617
	Iteration 6Q: 3 clusters Score -4150378 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4150558.750000 Penalty: 5214.182617
	Iteration 7Q: 3 clusters Score -4150559 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4150754.750000 Penalty: 5214.182617
	Iteration 8Q: 3 clusters Score -4150755 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4150959.500000 Penalty: 5214.182617
	Iteration 9Q: 3 clusters Score -4150960 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4151173.250000 Penalty: 5214.182617
	Iteration 10Q: 3 clusters Score -4151173 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4151392.500000 Penalty: 5214.182617
	Iteration 11Q: 3 clusters Score -4151392 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4151654.750000 Penalty: 5214.182617
	Iteration 12Q: 3 clusters Score -4151655 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4151967.000000 Penalty: 5214.182617
	Iteration 13Q: 3 clusters Score -4151967 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4152394.000000 Penalty: 5214.182617
	Iteration 14Q: 3 clusters Score -4152394 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4152865.750000 Penalty: 5214.182617
	Iteration 15Q: 3 clusters Score -4152866 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4153528.750000 Penalty: 5214.182617
	Iteration 16Q: 3 clusters Score -4153529 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4154343.500000 Penalty: 5214.182617
	Iteration 17Q: 3 clusters Score -4154344 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4155428.000000 Penalty: 5214.182617
	Iteration 18Q: 3 clusters Score -4155428 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4156662.750000 Penalty: 5214.182617
	Iteration 19Q: 3 clusters Score -4156663 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4157748.000000 Penalty: 5214.182617
	Iteration 20F: 3 clusters Score -4157748 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4158570.500000 Penalty: 5214.182617
	Iteration 21Q: 3 clusters Score -4158570 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4159215.750000 Penalty: 5214.182617
	Iteration 22Q: 3 clusters Score -4159216 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -4159780.000000 Penalty: 5214.182617
	Iteration 23Q: 3 clusters Score -4159780 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4160230.250000 Penalty: 5214.182617
	Iteration 24Q: 3 clusters Score -4160230 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4160620.250000 Penalty: 5214.182617
	Iteration 25Q: 3 clusters Score -4160620 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4160975.500000 Penalty: 5214.182617
	Iteration 26Q: 3 clusters Score -4160976 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4161258.250000 Penalty: 5214.182617
	Iteration 27Q: 3 clusters Score -4161258 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4161526.750000 Penalty: 5214.182617
	Iteration 28Q: 3 clusters Score -4161527 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -4161781.000000 Penalty: 5214.182617
	Iteration 29Q: 3 clusters Score -4161781 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4162019.750000 Penalty: 5214.182617
	Iteration 30Q: 3 clusters Score -4162020 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4162240.750000 Penalty: 5214.182617
	Iteration 31Q: 3 clusters Score -4162241 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4162440.500000 Penalty: 5214.182617
	Iteration 32Q: 3 clusters Score -4162440 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4162620.500000 Penalty: 5214.182617
	Iteration 33Q: 3 clusters Score -4162620 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -4162746.250000 Penalty: 5214.182617
	Iteration 34Q: 3 clusters Score -4162746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4162846.750000 Penalty: 5214.182617
	Iteration 35Q: 3 clusters Score -4162847 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4162902.000000 Penalty: 5214.182617
	Iteration 36Q: 3 clusters Score -4162902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4162978.750000 Penalty: 5214.182617
	Iteration 37Q: 3 clusters Score -4162979 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4163034.750000 Penalty: 5214.182617
	Iteration 38Q: 3 clusters Score -4163035 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4163083.250000 Penalty: 5214.182617
	Iteration 39Q: 3 clusters Score -4163083 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4163128.750000 Penalty: 5214.182617
	Iteration 40F: 3 clusters Score -4163129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4163149.250000 Penalty: 5214.182617
	Iteration 41Q: 3 clusters Score -4163149 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4163181.000000 Penalty: 5214.182617
	Iteration 42Q: 3 clusters Score -4163181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4163195.000000 Penalty: 5214.182617
	Iteration 43Q: 3 clusters Score -4163195 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4163220.750000 Penalty: 5214.182617
	Iteration 44Q: 3 clusters Score -4163221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4163235.250000 Penalty: 5214.182617
	Iteration 45Q: 3 clusters Score -4163235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4163257.000000 Penalty: 5214.182617
	Iteration 46Q: 3 clusters Score -4163257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4163255.250000 Penalty: 5214.182617
	Iteration 47Q: 3 clusters Score -4163255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4163266.250000 Penalty: 5214.182617
	Iteration 48Q: 3 clusters Score -4163266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4163265.000000 Penalty: 5214.182617
	Iteration 49Q: 3 clusters Score -4163265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4163276.750000 Penalty: 5214.182617
	Iteration 50Q: 3 clusters Score -4163277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4163276.500000 Penalty: 5214.182617
	Iteration 51Q: 3 clusters Score -4163276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -4163285.750000 Penalty: 5214.182617
	Iteration 52Q: 3 clusters Score -4163286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4163293.250000 Penalty: 5214.182617
	Iteration 53Q: 3 clusters Score -4163293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4163297.000000 Penalty: 5214.182617
	Iteration 54Q: 3 clusters Score -4163297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4163294.000000 Penalty: 5214.182617
	Iteration 55Q: 3 clusters Score -4163294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4163286.000000 Penalty: 5214.182617
	Iteration 56Q: 3 clusters Score -4163286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4163290.750000 Penalty: 5214.182617
	Iteration 57Q: 3 clusters Score -4163291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4163289.000000 Penalty: 5214.182617
	Iteration 58Q: 3 clusters Score -4163289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4163288.750000 Penalty: 5214.182617
	Iteration 59Q: 3 clusters Score -4163289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -4163287.500000 Penalty: 5214.182617
	Iteration 60F: 3 clusters Score -4163288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4163284.500000 Penalty: 5214.182617
	Iteration 61Q: 3 clusters Score -4163284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -4163285.250000 Penalty: 5214.182617
	Iteration 62Q: 3 clusters Score -4163285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4163283.750000 Penalty: 5214.182617
	Iteration 63Q: 3 clusters Score -4163284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4163291.250000 Penalty: 5214.182617
	Iteration 64Q: 3 clusters Score -4163291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4163290.250000 Penalty: 5214.182617
	Iteration 65Q: 3 clusters Score -4163290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4163290.250000 Penalty: 5214.182617
	Iteration 66F: 3 clusters Score -4163290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -128923.367188 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -128923.4 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 580 members 
Entering Unmasked Estep 
Score: -126895.726562 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -126895.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127227.101562 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -127227.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127318.890625 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -127318.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127359.539062 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -127359.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127380.593750 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -127380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127389.242188 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -127389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127397.101562 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -127397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127406.921875 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -127406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127418.523438 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -127418.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127425.210938 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -127425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127432.000000 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -127432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127433.187500 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -127433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127434.570312 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -127434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127435.234375 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -127435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127436.960938 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -127437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127438.085938 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -127438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127440.335938 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -127440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127441.390625 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -127441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127441.609375 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -127441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127443.515625 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -127443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127444.101562 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -127444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127446.242188 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -127446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127446.851562 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -127446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127447.406250 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -127447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127449.570312 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -127449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127452.796875 Penalty: 3507.921387
	Iteration 25Q: 3 clusters Score -127452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127457.250000 Penalty: 3507.921387
	Iteration 26Q: 3 clusters Score -127457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127461.281250 Penalty: 3507.921387
	Iteration 27Q: 3 clusters Score -127461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127464.710938 Penalty: 3507.921387
	Iteration 28Q: 3 clusters Score -127464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127465.617188 Penalty: 3507.921387
	Iteration 29Q: 3 clusters Score -127465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127465.617188 Penalty: 3507.921387
	Iteration 30F: 3 clusters Score -127465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Entering Unmasked Estep 
Score: -1891344.375000 Penalty: 2408.311523
	Iteration 0F: 2 clusters Score -1891344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1879530.000000 Penalty: 4816.623047
	Iteration 0F: 3 clusters Score -1879530 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1883154.875000 Penalty: 4816.623047
	Iteration 1F: 3 clusters Score -1883155 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1883485.875000 Penalty: 4816.623047
	Iteration 2F: 3 clusters Score -1883486 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1883740.375000 Penalty: 4816.623047
	Iteration 3Q: 3 clusters Score -1883740 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1883947.000000 Penalty: 4816.623047
	Iteration 4Q: 3 clusters Score -1883947 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1884123.625000 Penalty: 4816.623047
	Iteration 5Q: 3 clusters Score -1884124 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1884265.625000 Penalty: 4816.623047
	Iteration 6Q: 3 clusters Score -1884266 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1884410.625000 Penalty: 4816.623047
	Iteration 7Q: 3 clusters Score -1884411 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1884534.625000 Penalty: 4816.623047
	Iteration 8Q: 3 clusters Score -1884535 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1884676.625000 Penalty: 4816.623047
	Iteration 9Q: 3 clusters Score -1884677 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1884834.500000 Penalty: 4816.623047
	Iteration 10Q: 3 clusters Score -1884834 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1885026.500000 Penalty: 4816.623047
	Iteration 11Q: 3 clusters Score -1885026 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1885247.375000 Penalty: 4816.623047
	Iteration 12Q: 3 clusters Score -1885247 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1885562.625000 Penalty: 4816.623047
	Iteration 13Q: 3 clusters Score -1885563 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1885911.500000 Penalty: 4816.623047
	Iteration 14Q: 3 clusters Score -1885912 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1886348.500000 Penalty: 4816.623047
	Iteration 15Q: 3 clusters Score -1886348 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1886877.000000 Penalty: 4816.623047
	Iteration 16Q: 3 clusters Score -1886877 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1887406.250000 Penalty: 4816.623047
	Iteration 17Q: 3 clusters Score -1887406 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1887858.625000 Penalty: 4816.623047
	Iteration 18Q: 3 clusters Score -1887859 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1888254.375000 Penalty: 4816.623047
	Iteration 19Q: 3 clusters Score -1888254 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1888555.125000 Penalty: 4816.623047
	Iteration 20F: 3 clusters Score -1888555 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1888789.875000 Penalty: 4816.623047
	Iteration 21Q: 3 clusters Score -1888790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1888920.500000 Penalty: 4816.623047
	Iteration 22Q: 3 clusters Score -1888920 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1889012.500000 Penalty: 4816.623047
	Iteration 23Q: 3 clusters Score -1889012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1889069.125000 Penalty: 4816.623047
	Iteration 24Q: 3 clusters Score -1889069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1889104.625000 Penalty: 4816.623047
	Iteration 25Q: 3 clusters Score -1889105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1889127.500000 Penalty: 4816.623047
	Iteration 26Q: 3 clusters Score -1889128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1889137.625000 Penalty: 4816.623047
	Iteration 27Q: 3 clusters Score -1889138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1889149.250000 Penalty: 4816.623047
	Iteration 28Q: 3 clusters Score -1889149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1889162.375000 Penalty: 4816.623047
	Iteration 29Q: 3 clusters Score -1889162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1889178.625000 Penalty: 4816.623047
	Iteration 30Q: 3 clusters Score -1889179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1889186.625000 Penalty: 4816.623047
	Iteration 31Q: 3 clusters Score -1889187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1889197.125000 Penalty: 4816.623047
	Iteration 32Q: 3 clusters Score -1889197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1889205.250000 Penalty: 4816.623047
	Iteration 33Q: 3 clusters Score -1889205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1889210.875000 Penalty: 4816.623047
	Iteration 34Q: 3 clusters Score -1889211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1889217.375000 Penalty: 4816.623047
	Iteration 35Q: 3 clusters Score -1889217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1889218.125000 Penalty: 4816.623047
	Iteration 36Q: 3 clusters Score -1889218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1889221.250000 Penalty: 4816.623047
	Iteration 37Q: 3 clusters Score -1889221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1889223.875000 Penalty: 4816.623047
	Iteration 38Q: 3 clusters Score -1889224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1889228.250000 Penalty: 4816.623047
	Iteration 39Q: 3 clusters Score -1889228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1889231.500000 Penalty: 4816.623047
	Iteration 40F: 3 clusters Score -1889232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1889233.625000 Penalty: 4816.623047
	Iteration 41Q: 3 clusters Score -1889234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1889237.750000 Penalty: 4816.623047
	Iteration 42Q: 3 clusters Score -1889238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1889239.250000 Penalty: 4816.623047
	Iteration 43Q: 3 clusters Score -1889239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1889239.625000 Penalty: 4816.623047
	Iteration 44Q: 3 clusters Score -1889240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1889244.375000 Penalty: 4816.623047
	Iteration 45Q: 3 clusters Score -1889244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1889246.000000 Penalty: 4816.623047
	Iteration 46Q: 3 clusters Score -1889246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1889246.875000 Penalty: 4816.623047
	Iteration 47Q: 3 clusters Score -1889247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1889246.875000 Penalty: 4816.623047
	Iteration 48F: 3 clusters Score -1889247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Entering Unmasked Estep 
Score: -5133936.500000 Penalty: 2657.841553
	Iteration 0F: 2 clusters Score -5133936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5103468.500000 Penalty: 5315.683105
	Iteration 0F: 3 clusters Score -5103468 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5115232.000000 Penalty: 5315.683105
	Iteration 1F: 3 clusters Score -5115232 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5116213.000000 Penalty: 5315.683105
	Iteration 2Q: 3 clusters Score -5116213 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5117578.500000 Penalty: 5315.683105
	Iteration 3F: 3 clusters Score -5117578 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5119202.500000 Penalty: 5315.683105
	Iteration 4F: 3 clusters Score -5119202 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -5121057.000000 Penalty: 5315.683105
	Iteration 5F: 3 clusters Score -5121057 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5122907.500000 Penalty: 5315.683105
	Iteration 6F: 3 clusters Score -5122908 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5124622.500000 Penalty: 5315.683105
	Iteration 7F: 3 clusters Score -5124622 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5126216.000000 Penalty: 5315.683105
	Iteration 8F: 3 clusters Score -5126216 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5127711.000000 Penalty: 5315.683105
	Iteration 9Q: 3 clusters Score -5127711 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5128982.000000 Penalty: 5315.683105
	Iteration 10Q: 3 clusters Score -5128982 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5129914.500000 Penalty: 5315.683105
	Iteration 11Q: 3 clusters Score -5129914 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -5130605.500000 Penalty: 5315.683105
	Iteration 12Q: 3 clusters Score -5130606 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5130953.000000 Penalty: 5315.683105
	Iteration 13Q: 3 clusters Score -5130953 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -5131172.500000 Penalty: 5315.683105
	Iteration 14Q: 3 clusters Score -5131172 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5131321.000000 Penalty: 5315.683105
	Iteration 15Q: 3 clusters Score -5131321 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5131400.500000 Penalty: 5315.683105
	Iteration 16Q: 3 clusters Score -5131400 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -5131439.000000 Penalty: 5315.683105
	Iteration 17Q: 3 clusters Score -5131439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5131496.500000 Penalty: 5315.683105
	Iteration 18Q: 3 clusters Score -5131496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -5131544.000000 Penalty: 5315.683105
	Iteration 19Q: 3 clusters Score -5131544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -5131538.500000 Penalty: 5315.683105
	Iteration 20F: 3 clusters Score -5131538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -5131551.000000 Penalty: 5315.683105
	Iteration 21Q: 3 clusters Score -5131551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -5131544.000000 Penalty: 5315.683105
	Iteration 22Q: 3 clusters Score -5131544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -5131559.500000 Penalty: 5315.683105
	Iteration 23Q: 3 clusters Score -5131560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -5131566.500000 Penalty: 5315.683105
	Iteration 24Q: 3 clusters Score -5131566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5131559.000000 Penalty: 5315.683105
	Iteration 25Q: 3 clusters Score -5131559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -5131566.500000 Penalty: 5315.683105
	Iteration 26Q: 3 clusters Score -5131566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -5131580.000000 Penalty: 5315.683105
	Iteration 27Q: 3 clusters Score -5131580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5131586.000000 Penalty: 5315.683105
	Iteration 28Q: 3 clusters Score -5131586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -5131576.000000 Penalty: 5315.683105
	Iteration 29Q: 3 clusters Score -5131576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5131581.500000 Penalty: 5315.683105
	Iteration 30Q: 3 clusters Score -5131582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -5131584.500000 Penalty: 5315.683105
	Iteration 31Q: 3 clusters Score -5131584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5131588.500000 Penalty: 5315.683105
	Iteration 32Q: 3 clusters Score -5131588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5131582.500000 Penalty: 5315.683105
	Iteration 33Q: 3 clusters Score -5131582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -5131580.500000 Penalty: 5315.683105
	Iteration 34Q: 3 clusters Score -5131580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -5131592.500000 Penalty: 5315.683105
	Iteration 35Q: 3 clusters Score -5131592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5131588.000000 Penalty: 5315.683105
	Iteration 36Q: 3 clusters Score -5131588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -5131595.500000 Penalty: 5315.683105
	Iteration 37Q: 3 clusters Score -5131596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -5131585.000000 Penalty: 5315.683105
	Iteration 38Q: 3 clusters Score -5131585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5131587.500000 Penalty: 5315.683105
	Iteration 39Q: 3 clusters Score -5131588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5131586.000000 Penalty: 5315.683105
	Iteration 40F: 3 clusters Score -5131586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -5131583.500000 Penalty: 5315.683105
	Iteration 41Q: 3 clusters Score -5131584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5131582.500000 Penalty: 5315.683105
	Iteration 42Q: 3 clusters Score -5131582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5131584.000000 Penalty: 5315.683105
	Iteration 43Q: 3 clusters Score -5131584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5131584.000000 Penalty: 5315.683105
	Iteration 44F: 3 clusters Score -5131584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -217991.812500 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -217991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -215435.187500 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -215435.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215828.828125 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -215828.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -215950.765625 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -215950.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216012.328125 Penalty: 3751.347412
	Iteration 3Q: 3 clusters Score -216012.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -216040.093750 Penalty: 3751.347412
	Iteration 4Q: 3 clusters Score -216040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -216053.718750 Penalty: 3751.347412
	Iteration 5Q: 3 clusters Score -216053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -216064.328125 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -216064.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -216073.500000 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -216073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -216081.187500 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -216081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -216089.625000 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -216089.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216094.281250 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -216094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -216099.406250 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -216099.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -216108.390625 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -216108.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -216123.656250 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -216123.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -216137.562500 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -216137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216148.015625 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -216148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -216152.859375 Penalty: 3751.347412
	Iteration 16Q: 3 clusters Score -216152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -216158.046875 Penalty: 3751.347412
	Iteration 17Q: 3 clusters Score -216158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -216164.281250 Penalty: 3751.347412
	Iteration 18Q: 3 clusters Score -216164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -216167.687500 Penalty: 3751.347412
	Iteration 19Q: 3 clusters Score -216167.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -216171.375000 Penalty: 3751.347412
	Iteration 20F: 3 clusters Score -216171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -216174.578125 Penalty: 3751.347412
	Iteration 21Q: 3 clusters Score -216174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216175.734375 Penalty: 3751.347412
	Iteration 22Q: 3 clusters Score -216175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216176.609375 Penalty: 3751.347412
	Iteration 23Q: 3 clusters Score -216176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216177.093750 Penalty: 3751.347412
	Iteration 24Q: 3 clusters Score -216177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -216177.140625 Penalty: 3751.347412
	Iteration 25Q: 3 clusters Score -216177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -216177.140625 Penalty: 3751.347412
	Iteration 26F: 3 clusters Score -216177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Entering Unmasked Estep 
Score: -8655456.000000 Penalty: 2787.839355
	Iteration 0F: 2 clusters Score -8655456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -8604336.000000 Penalty: 5575.678711
	Iteration 0F: 3 clusters Score -8604336 nChanged 35811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -8624430.000000 Penalty: 5575.678711
	Iteration 1F: 3 clusters Score -8624430 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -8625192.000000 Penalty: 5575.678711
	Iteration 2Q: 3 clusters Score -8625192 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -8626223.000000 Penalty: 5575.678711
	Iteration 3Q: 3 clusters Score -8626223 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -8627895.000000 Penalty: 5575.678711
	Iteration 4Q: 3 clusters Score -8627895 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -8630607.000000 Penalty: 5575.678711
	Iteration 5F: 3 clusters Score -8630607 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8634868.000000 Penalty: 5575.678711
	Iteration 6F: 3 clusters Score -8634868 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -8640010.000000 Penalty: 5575.678711
	Iteration 7F: 3 clusters Score -8640010 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -8644952.000000 Penalty: 5575.678711
	Iteration 8F: 3 clusters Score -8644952 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -8648498.000000 Penalty: 5575.678711
	Iteration 9F: 3 clusters Score -8648498 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8650716.000000 Penalty: 5575.678711
	Iteration 10Q: 3 clusters Score -8650716 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8651838.000000 Penalty: 5575.678711
	Iteration 11Q: 3 clusters Score -8651838 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8652366.000000 Penalty: 5575.678711
	Iteration 12Q: 3 clusters Score -8652366 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8652606.000000 Penalty: 5575.678711
	Iteration 13Q: 3 clusters Score -8652606 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8652721.000000 Penalty: 5575.678711
	Iteration 14Q: 3 clusters Score -8652721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8652784.000000 Penalty: 5575.678711
	Iteration 15Q: 3 clusters Score -8652784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8652838.000000 Penalty: 5575.678711
	Iteration 16Q: 3 clusters Score -8652838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8652883.000000 Penalty: 5575.678711
	Iteration 17Q: 3 clusters Score -8652883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8652919.000000 Penalty: 5575.678711
	Iteration 18Q: 3 clusters Score -8652919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8652953.000000 Penalty: 5575.678711
	Iteration 19Q: 3 clusters Score -8652953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8652954.000000 Penalty: 5575.678711
	Iteration 20F: 3 clusters Score -8652954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8652970.000000 Penalty: 5575.678711
	Iteration 21Q: 3 clusters Score -8652970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8652981.000000 Penalty: 5575.678711
	Iteration 22Q: 3 clusters Score -8652981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8652985.000000 Penalty: 5575.678711
	Iteration 23Q: 3 clusters Score -8652985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8652972.000000 Penalty: 5575.678711
	Iteration 24Q: 3 clusters Score -8652972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8652977.000000 Penalty: 5575.678711
	Iteration 25Q: 3 clusters Score -8652977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8652970.000000 Penalty: 5575.678711
	Iteration 26Q: 3 clusters Score -8652970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8652979.000000 Penalty: 5575.678711
	Iteration 27Q: 3 clusters Score -8652979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8652983.000000 Penalty: 5575.678711
	Iteration 28Q: 3 clusters Score -8652983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8652983.000000 Penalty: 5575.678711
	Iteration 29F: 3 clusters Score -8652983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -330660.781250 Penalty: 1988.537476
	Iteration 0F: 2 clusters Score -330660.8 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 1540 members 
Entering Unmasked Estep 
Score: -327421.031250 Penalty: 3977.074951
	Iteration 0F: 3 clusters Score -327421 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -328199.093750 Penalty: 3977.074951
	Iteration 1F: 3 clusters Score -328199.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -328478.375000 Penalty: 3977.074951
	Iteration 2F: 3 clusters Score -328478.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -328702.656250 Penalty: 3977.074951
	Iteration 3F: 3 clusters Score -328702.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -328887.531250 Penalty: 3977.074951
	Iteration 4F: 3 clusters Score -328887.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329086.156250 Penalty: 3977.074951
	Iteration 5F: 3 clusters Score -329086.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -329216.218750 Penalty: 3977.074951
	Iteration 6Q: 3 clusters Score -329216.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -329309.093750 Penalty: 3977.074951
	Iteration 7Q: 3 clusters Score -329309.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -329381.156250 Penalty: 3977.074951
	Iteration 8Q: 3 clusters Score -329381.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329432.718750 Penalty: 3977.074951
	Iteration 9Q: 3 clusters Score -329432.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -329461.312500 Penalty: 3977.074951
	Iteration 10Q: 3 clusters Score -329461.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -329476.468750 Penalty: 3977.074951
	Iteration 11Q: 3 clusters Score -329476.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -329492.031250 Penalty: 3977.074951
	Iteration 12Q: 3 clusters Score -329492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -329500.625000 Penalty: 3977.074951
	Iteration 13Q: 3 clusters Score -329500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -329506.531250 Penalty: 3977.074951
	Iteration 14Q: 3 clusters Score -329506.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -329510.781250 Penalty: 3977.074951
	Iteration 15Q: 3 clusters Score -329510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -329513.687500 Penalty: 3977.074951
	Iteration 16Q: 3 clusters Score -329513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -329517.687500 Penalty: 3977.074951
	Iteration 17Q: 3 clusters Score -329517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329519.937500 Penalty: 3977.074951
	Iteration 18Q: 3 clusters Score -329519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -329527.593750 Penalty: 3977.074951
	Iteration 19Q: 3 clusters Score -329527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -329534.937500 Penalty: 3977.074951
	Iteration 20F: 3 clusters Score -329534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -329537.687500 Penalty: 3977.074951
	Iteration 21Q: 3 clusters Score -329537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -329538.937500 Penalty: 3977.074951
	Iteration 22Q: 3 clusters Score -329538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -329541.406250 Penalty: 3977.074951
	Iteration 23Q: 3 clusters Score -329541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -329543.468750 Penalty: 3977.074951
	Iteration 24Q: 3 clusters Score -329543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -329545.625000 Penalty: 3977.074951
	Iteration 25Q: 3 clusters Score -329545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -329546.062500 Penalty: 3977.074951
	Iteration 26Q: 3 clusters Score -329546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -329547.093750 Penalty: 3977.074951
	Iteration 27Q: 3 clusters Score -329547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329548.500000 Penalty: 3977.074951
	Iteration 28Q: 3 clusters Score -329548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -329549.125000 Penalty: 3977.074951
	Iteration 29Q: 3 clusters Score -329549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -329550.250000 Penalty: 3977.074951
	Iteration 30Q: 3 clusters Score -329550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -329552.156250 Penalty: 3977.074951
	Iteration 31Q: 3 clusters Score -329552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -329554.437500 Penalty: 3977.074951
	Iteration 32Q: 3 clusters Score -329554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -329557.218750 Penalty: 3977.074951
	Iteration 33Q: 3 clusters Score -329557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -329560.531250 Penalty: 3977.074951
	Iteration 34Q: 3 clusters Score -329560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -329562.875000 Penalty: 3977.074951
	Iteration 35Q: 3 clusters Score -329562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -329564.031250 Penalty: 3977.074951
	Iteration 36Q: 3 clusters Score -329564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329564.281250 Penalty: 3977.074951
	Iteration 37Q: 3 clusters Score -329564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -329564.562500 Penalty: 3977.074951
	Iteration 38Q: 3 clusters Score -329564.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -329564.562500 Penalty: 3977.074951
	Iteration 39F: 3 clusters Score -329564.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -364403.218750 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -364403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -360944.906250 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -360944.9 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -361802.562500 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -361802.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -362046.562500 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -362046.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -362283.468750 Penalty: 4029.872803
	Iteration 3F: 3 clusters Score -362283.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -362548.843750 Penalty: 4029.872803
	Iteration 4F: 3 clusters Score -362548.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -362842.531250 Penalty: 4029.872803
	Iteration 5F: 3 clusters Score -362842.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -363132.375000 Penalty: 4029.872803
	Iteration 6F: 3 clusters Score -363132.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -363324.656250 Penalty: 4029.872803
	Iteration 7F: 3 clusters Score -363324.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -363486.343750 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -363486.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -363569.968750 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -363570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -363611.812500 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -363611.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -363633.906250 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -363633.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -363642.218750 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -363642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -363650.687500 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -363650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -363658.218750 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -363658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -363662.437500 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -363662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -363664.937500 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -363664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -363668.562500 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -363668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -363670.187500 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -363670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -363671.406250 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -363671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -363672.812500 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -363672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -363674.000000 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -363674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -363674.531250 Penalty: 4029.872803
	Iteration 22Q: 3 clusters Score -363674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -363674.531250 Penalty: 4029.872803
	Iteration 23F: 3 clusters Score -363674.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -324321.125000 Penalty: 1988.046997
	Iteration 0F: 2 clusters Score -324321.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -320994.562500 Penalty: 3976.093994
	Iteration 0F: 3 clusters Score -320994.6 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -321790.812500 Penalty: 3976.093994
	Iteration 1F: 3 clusters Score -321790.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -322107.000000 Penalty: 3976.093994
	Iteration 2F: 3 clusters Score -322107 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -322301.593750 Penalty: 3976.093994
	Iteration 3F: 3 clusters Score -322301.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -322473.875000 Penalty: 3976.093994
	Iteration 4F: 3 clusters Score -322473.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -322621.000000 Penalty: 3976.093994
	Iteration 5F: 3 clusters Score -322621 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -322753.937500 Penalty: 3976.093994
	Iteration 6Q: 3 clusters Score -322753.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -322931.875000 Penalty: 3976.093994
	Iteration 7Q: 3 clusters Score -322931.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -323081.718750 Penalty: 3976.093994
	Iteration 8Q: 3 clusters Score -323081.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -323222.500000 Penalty: 3976.093994
	Iteration 9Q: 3 clusters Score -323222.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -323294.687500 Penalty: 3976.093994
	Iteration 10Q: 3 clusters Score -323294.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -323333.437500 Penalty: 3976.093994
	Iteration 11Q: 3 clusters Score -323333.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -323358.250000 Penalty: 3976.093994
	Iteration 12Q: 3 clusters Score -323358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -323377.000000 Penalty: 3976.093994
	Iteration 13Q: 3 clusters Score -323377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -323386.656250 Penalty: 3976.093994
	Iteration 14Q: 3 clusters Score -323386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -323394.625000 Penalty: 3976.093994
	Iteration 15Q: 3 clusters Score -323394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -323402.562500 Penalty: 3976.093994
	Iteration 16Q: 3 clusters Score -323402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -323410.312500 Penalty: 3976.093994
	Iteration 17Q: 3 clusters Score -323410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -323415.781250 Penalty: 3976.093994
	Iteration 18Q: 3 clusters Score -323415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -323416.125000 Penalty: 3976.093994
	Iteration 19Q: 3 clusters Score -323416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -323416.125000 Penalty: 3976.093994
	Iteration 20F: 3 clusters Score -323416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122228.328125 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122228.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122517.101562 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122517.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122612.617188 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122612.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122647.867188 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122647.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122667.343750 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122674.585938 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122681.554688 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122684.367188 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122685.890625 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122686.500000 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122686.585938 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122686.585938 Penalty: 3484.226074
	Iteration 11F: 3 clusters Score -122686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56563.667969 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56563.67 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56802.460938 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56802.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56942.441406 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -56942.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57059.230469 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -57059.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57145.464844 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57145.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57215.246094 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57215.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57270.800781 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57331.324219 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57331.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57365.980469 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57365.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57401.519531 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57401.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57426.980469 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57426.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57444.621094 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57444.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57460.421875 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -57460.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57489.687500 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -57489.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57540.718750 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -57540.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57599.214844 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -57599.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57671.296875 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -57671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57741.132812 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -57741.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57792.164062 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -57792.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57833.871094 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -57833.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57850.566406 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -57850.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57863.089844 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -57863.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57870.855469 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -57870.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57887.195312 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -57887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57900.300781 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -57900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57908.773438 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -57908.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57920.273438 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -57920.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57927.597656 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -57927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57929.722656 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -57929.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57929.722656 Penalty: 3175.350830
	Iteration 29F: 3 clusters Score -57929.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (110701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Entering Unmasked Estep 
Score: -12518937.000000 Penalty: 2880.417725
	Iteration 0F: 2 clusters Score -1.251894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -12445145.000000 Penalty: 5760.835449
	Iteration 0F: 3 clusters Score -1.244514e+07 nChanged 52524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -12474908.000000 Penalty: 5760.835449
	Iteration 1F: 3 clusters Score -1.247491e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -12475609.000000 Penalty: 5760.835449
	Iteration 2Q: 3 clusters Score -1.247561e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -12476412.000000 Penalty: 5760.835449
	Iteration 3Q: 3 clusters Score -1.247641e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -12477614.000000 Penalty: 5760.835449
	Iteration 4Q: 3 clusters Score -1.247761e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -12479563.000000 Penalty: 5760.835449
	Iteration 5Q: 3 clusters Score -1.247956e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -12482866.000000 Penalty: 5760.835449
	Iteration 6F: 3 clusters Score -1.248287e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -12488165.000000 Penalty: 5760.835449
	Iteration 7F: 3 clusters Score -1.248816e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -12495478.000000 Penalty: 5760.835449
	Iteration 8F: 3 clusters Score -1.249548e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -12503088.000000 Penalty: 5760.835449
	Iteration 9F: 3 clusters Score -1.250309e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -12509057.000000 Penalty: 5760.835449
	Iteration 10F: 3 clusters Score -1.250906e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -12512657.000000 Penalty: 5760.835449
	Iteration 11Q: 3 clusters Score -1.251266e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -12514663.000000 Penalty: 5760.835449
	Iteration 12Q: 3 clusters Score -1.251466e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -12515646.000000 Penalty: 5760.835449
	Iteration 13Q: 3 clusters Score -1.251565e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -12516039.000000 Penalty: 5760.835449
	Iteration 14Q: 3 clusters Score -1.251604e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 110090 members 
Entering Unmasked Estep 
Score: -12516211.000000 Penalty: 5760.835449
	Iteration 15Q: 3 clusters Score -1.251621e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 110190 members 
Entering Unmasked Estep 
Score: -12516328.000000 Penalty: 5760.835449
	Iteration 16Q: 3 clusters Score -1.251633e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -12516404.000000 Penalty: 5760.835449
	Iteration 17Q: 3 clusters Score -1.25164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 110266 members 
Entering Unmasked Estep 
Score: -12516436.000000 Penalty: 5760.835449
	Iteration 18Q: 3 clusters Score -1.251644e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -12516441.000000 Penalty: 5760.835449
	Iteration 19Q: 3 clusters Score -1.251644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -12516449.000000 Penalty: 5760.835449
	Iteration 20F: 3 clusters Score -1.251645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
Score: -12516471.000000 Penalty: 5760.835449
	Iteration 21Q: 3 clusters Score -1.251647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -12516484.000000 Penalty: 5760.835449
	Iteration 22Q: 3 clusters Score -1.251648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -12516504.000000 Penalty: 5760.835449
	Iteration 23Q: 3 clusters Score -1.25165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -12516508.000000 Penalty: 5760.835449
	Iteration 24Q: 3 clusters Score -1.251651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -12516521.000000 Penalty: 5760.835449
	Iteration 25Q: 3 clusters Score -1.251652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 110339 members 
Entering Unmasked Estep 
Score: -12516529.000000 Penalty: 5760.835449
	Iteration 26Q: 3 clusters Score -1.251653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -12516547.000000 Penalty: 5760.835449
	Iteration 27Q: 3 clusters Score -1.251655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -12516546.000000 Penalty: 5760.835449
	Iteration 28Q: 3 clusters Score -1.251655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -12516548.000000 Penalty: 5760.835449
	Iteration 29Q: 3 clusters Score -1.251655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -12516548.000000 Penalty: 5760.835449
	Iteration 30Q: 3 clusters Score -1.251655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -12516548.000000 Penalty: 5760.835449
	Iteration 31F: 3 clusters Score -1.251655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -591188.125000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -591188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -586659.875000 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -586659.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -587724.375000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -587724.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -587943.062500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -587943.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -588064.062500 Penalty: 4232.107910
	Iteration 3Q: 3 clusters Score -588064.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -588144.000000 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -588144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -588193.062500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -588193.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -588239.500000 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -588239.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -588274.812500 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -588274.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -588306.937500 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -588306.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -588339.062500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -588339.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -588362.875000 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -588362.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -588395.687500 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -588395.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -588424.625000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -588424.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -588446.875000 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -588446.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -588468.000000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -588468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -588487.250000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -588487.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -588504.125000 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -588504.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -588514.187500 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -588514.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -588527.250000 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -588527.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -588541.562500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -588541.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -588556.312500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -588556.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -588570.062500 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -588570.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -588593.000000 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -588593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -588615.500000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -588615.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -588639.625000 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -588639.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -588663.062500 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -588663.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -588695.437500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -588695.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -588726.500000 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -588726.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -588747.937500 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -588747.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -588773.875000 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -588773.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -588805.312500 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -588805.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -588832.875000 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -588832.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -588856.562500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -588856.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -588883.312500 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -588883.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -588908.375000 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -588908.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -588929.937500 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -588929.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -588946.937500 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -588946.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -588967.437500 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -588967.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -588989.500000 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -588989.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -589009.375000 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -589009.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -589035.437500 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -589035.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -589050.312500 Penalty: 4232.107910
	Iteration 41Q: 3 clusters Score -589050.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -589065.187500 Penalty: 4232.107910
	Iteration 42Q: 3 clusters Score -589065.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -589083.750000 Penalty: 4232.107910
	Iteration 43Q: 3 clusters Score -589083.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -589098.562500 Penalty: 4232.107910
	Iteration 44Q: 3 clusters Score -589098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -589107.937500 Penalty: 4232.107910
	Iteration 45Q: 3 clusters Score -589107.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -589111.500000 Penalty: 4232.107910
	Iteration 46Q: 3 clusters Score -589111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -589116.125000 Penalty: 4232.107910
	Iteration 47Q: 3 clusters Score -589116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -589117.750000 Penalty: 4232.107910
	Iteration 48Q: 3 clusters Score -589117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -589121.875000 Penalty: 4232.107910
	Iteration 49Q: 3 clusters Score -589121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -589127.187500 Penalty: 4232.107910
	Iteration 50Q: 3 clusters Score -589127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -589133.250000 Penalty: 4232.107910
	Iteration 51Q: 3 clusters Score -589133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -589142.687500 Penalty: 4232.107910
	Iteration 52Q: 3 clusters Score -589142.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -589149.250000 Penalty: 4232.107910
	Iteration 53Q: 3 clusters Score -589149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -589154.187500 Penalty: 4232.107910
	Iteration 54Q: 3 clusters Score -589154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -589160.125000 Penalty: 4232.107910
	Iteration 55Q: 3 clusters Score -589160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -589165.750000 Penalty: 4232.107910
	Iteration 56Q: 3 clusters Score -589165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -589169.312500 Penalty: 4232.107910
	Iteration 57Q: 3 clusters Score -589169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -589172.187500 Penalty: 4232.107910
	Iteration 58Q: 3 clusters Score -589172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -589177.875000 Penalty: 4232.107910
	Iteration 59Q: 3 clusters Score -589177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -589181.625000 Penalty: 4232.107910
	Iteration 60F: 3 clusters Score -589181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -589182.500000 Penalty: 4232.107910
	Iteration 61Q: 3 clusters Score -589182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -589187.250000 Penalty: 4232.107910
	Iteration 62Q: 3 clusters Score -589187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -589188.687500 Penalty: 4232.107910
	Iteration 63Q: 3 clusters Score -589188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -589192.500000 Penalty: 4232.107910
	Iteration 64Q: 3 clusters Score -589192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -589195.812500 Penalty: 4232.107910
	Iteration 65Q: 3 clusters Score -589195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -589199.625000 Penalty: 4232.107910
	Iteration 66Q: 3 clusters Score -589199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -589203.625000 Penalty: 4232.107910
	Iteration 67Q: 3 clusters Score -589203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -589208.000000 Penalty: 4232.107910
	Iteration 68Q: 3 clusters Score -589208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -589209.375000 Penalty: 4232.107910
	Iteration 69Q: 3 clusters Score -589209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -589210.500000 Penalty: 4232.107910
	Iteration 70Q: 3 clusters Score -589210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -589212.062500 Penalty: 4232.107910
	Iteration 71Q: 3 clusters Score -589212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -589215.437500 Penalty: 4232.107910
	Iteration 72Q: 3 clusters Score -589215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -589217.562500 Penalty: 4232.107910
	Iteration 73Q: 3 clusters Score -589217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -589219.625000 Penalty: 4232.107910
	Iteration 74Q: 3 clusters Score -589219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -589219.812500 Penalty: 4232.107910
	Iteration 75Q: 3 clusters Score -589219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -589222.062500 Penalty: 4232.107910
	Iteration 76Q: 3 clusters Score -589222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -589223.687500 Penalty: 4232.107910
	Iteration 77Q: 3 clusters Score -589223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -589223.187500 Penalty: 4232.107910
	Iteration 78Q: 3 clusters Score -589223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -589225.500000 Penalty: 4232.107910
	Iteration 79Q: 3 clusters Score -589225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -589225.812500 Penalty: 4232.107910
	Iteration 80F: 3 clusters Score -589225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -589229.812500 Penalty: 4232.107910
	Iteration 81Q: 3 clusters Score -589229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -589232.062500 Penalty: 4232.107910
	Iteration 82Q: 3 clusters Score -589232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -589235.625000 Penalty: 4232.107910
	Iteration 83Q: 3 clusters Score -589235.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -589238.812500 Penalty: 4232.107910
	Iteration 84Q: 3 clusters Score -589238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -589241.437500 Penalty: 4232.107910
	Iteration 85Q: 3 clusters Score -589241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -589245.250000 Penalty: 4232.107910
	Iteration 86Q: 3 clusters Score -589245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -589247.687500 Penalty: 4232.107910
	Iteration 87Q: 3 clusters Score -589247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -589250.500000 Penalty: 4232.107910
	Iteration 88Q: 3 clusters Score -589250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -589250.562500 Penalty: 4232.107910
	Iteration 89Q: 3 clusters Score -589250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -589253.062500 Penalty: 4232.107910
	Iteration 90Q: 3 clusters Score -589253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -589254.125000 Penalty: 4232.107910
	Iteration 91Q: 3 clusters Score -589254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -589255.437500 Penalty: 4232.107910
	Iteration 92Q: 3 clusters Score -589255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -589256.812500 Penalty: 4232.107910
	Iteration 93Q: 3 clusters Score -589256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -589257.250000 Penalty: 4232.107910
	Iteration 94Q: 3 clusters Score -589257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -589260.312500 Penalty: 4232.107910
	Iteration 95Q: 3 clusters Score -589260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -589262.312500 Penalty: 4232.107910
	Iteration 96Q: 3 clusters Score -589262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -589264.250000 Penalty: 4232.107910
	Iteration 97Q: 3 clusters Score -589264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -589267.562500 Penalty: 4232.107910
	Iteration 98Q: 3 clusters Score -589267.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -589270.812500 Penalty: 4232.107910
	Iteration 99Q: 3 clusters Score -589270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -589270.750000 Penalty: 4232.107910
	Iteration 100F: 3 clusters Score -589270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -147518.703125 Penalty: 1801.131836
	Iteration 0F: 2 clusters Score -147518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145341.218750 Penalty: 3602.263672
	Iteration 0F: 3 clusters Score -145341.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -145743.343750 Penalty: 3602.263672
	Iteration 1F: 3 clusters Score -145743.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -145878.375000 Penalty: 3602.263672
	Iteration 2F: 3 clusters Score -145878.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -145949.453125 Penalty: 3602.263672
	Iteration 3Q: 3 clusters Score -145949.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -145996.906250 Penalty: 3602.263672
	Iteration 4Q: 3 clusters Score -145996.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146034.031250 Penalty: 3602.263672
	Iteration 5Q: 3 clusters Score -146034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -146054.250000 Penalty: 3602.263672
	Iteration 6Q: 3 clusters Score -146054.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146071.328125 Penalty: 3602.263672
	Iteration 7Q: 3 clusters Score -146071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -146085.140625 Penalty: 3602.263672
	Iteration 8Q: 3 clusters Score -146085.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -146099.203125 Penalty: 3602.263672
	Iteration 9Q: 3 clusters Score -146099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -146109.875000 Penalty: 3602.263672
	Iteration 10Q: 3 clusters Score -146109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -146116.796875 Penalty: 3602.263672
	Iteration 11Q: 3 clusters Score -146116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -146120.390625 Penalty: 3602.263672
	Iteration 12Q: 3 clusters Score -146120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146126.156250 Penalty: 3602.263672
	Iteration 13Q: 3 clusters Score -146126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -146127.656250 Penalty: 3602.263672
	Iteration 14Q: 3 clusters Score -146127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -146130.875000 Penalty: 3602.263672
	Iteration 15Q: 3 clusters Score -146130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -146135.515625 Penalty: 3602.263672
	Iteration 16Q: 3 clusters Score -146135.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -146140.937500 Penalty: 3602.263672
	Iteration 17Q: 3 clusters Score -146140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -146143.578125 Penalty: 3602.263672
	Iteration 18Q: 3 clusters Score -146143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -146145.750000 Penalty: 3602.263672
	Iteration 19Q: 3 clusters Score -146145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -146149.312500 Penalty: 3602.263672
	Iteration 20F: 3 clusters Score -146149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146155.171875 Penalty: 3602.263672
	Iteration 21Q: 3 clusters Score -146155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -146161.796875 Penalty: 3602.263672
	Iteration 22Q: 3 clusters Score -146161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146170.359375 Penalty: 3602.263672
	Iteration 23Q: 3 clusters Score -146170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -146176.703125 Penalty: 3602.263672
	Iteration 24Q: 3 clusters Score -146176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -146184.562500 Penalty: 3602.263672
	Iteration 25Q: 3 clusters Score -146184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -146190.000000 Penalty: 3602.263672
	Iteration 26Q: 3 clusters Score -146190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -146197.578125 Penalty: 3602.263672
	Iteration 27Q: 3 clusters Score -146197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -146204.031250 Penalty: 3602.263672
	Iteration 28Q: 3 clusters Score -146204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -146207.484375 Penalty: 3602.263672
	Iteration 29Q: 3 clusters Score -146207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -146210.031250 Penalty: 3602.263672
	Iteration 30Q: 3 clusters Score -146210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -146210.562500 Penalty: 3602.263672
	Iteration 31Q: 3 clusters Score -146210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -146210.562500 Penalty: 3602.263672
	Iteration 32F: 3 clusters Score -146210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Entering Unmasked Estep 
Score: -3783761.250000 Penalty: 2587.032715
	Iteration 0F: 2 clusters Score -3783761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3760523.750000 Penalty: 5174.065430
	Iteration 0F: 3 clusters Score -3760524 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3769022.000000 Penalty: 5174.065430
	Iteration 1F: 3 clusters Score -3769022 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3769481.250000 Penalty: 5174.065430
	Iteration 2Q: 3 clusters Score -3769481 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3769934.000000 Penalty: 5174.065430
	Iteration 3Q: 3 clusters Score -3769934 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3770457.250000 Penalty: 5174.065430
	Iteration 4Q: 3 clusters Score -3770457 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3771136.250000 Penalty: 5174.065430
	Iteration 5Q: 3 clusters Score -3771136 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3772069.250000 Penalty: 5174.065430
	Iteration 6Q: 3 clusters Score -3772069 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3773405.750000 Penalty: 5174.065430
	Iteration 7F: 3 clusters Score -3773406 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3775198.500000 Penalty: 5174.065430
	Iteration 8F: 3 clusters Score -3775198 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3777224.500000 Penalty: 5174.065430
	Iteration 9F: 3 clusters Score -3777224 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3778989.250000 Penalty: 5174.065430
	Iteration 10F: 3 clusters Score -3778989 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3780026.000000 Penalty: 5174.065430
	Iteration 11Q: 3 clusters Score -3780026 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3780550.500000 Penalty: 5174.065430
	Iteration 12Q: 3 clusters Score -3780550 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -3780879.750000 Penalty: 5174.065430
	Iteration 13Q: 3 clusters Score -3780880 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3781090.250000 Penalty: 5174.065430
	Iteration 14Q: 3 clusters Score -3781090 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -3781185.000000 Penalty: 5174.065430
	Iteration 15Q: 3 clusters Score -3781185 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3781245.500000 Penalty: 5174.065430
	Iteration 16Q: 3 clusters Score -3781246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3781319.000000 Penalty: 5174.065430
	Iteration 17Q: 3 clusters Score -3781319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3781357.000000 Penalty: 5174.065430
	Iteration 18Q: 3 clusters Score -3781357 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3781401.000000 Penalty: 5174.065430
	Iteration 19Q: 3 clusters Score -3781401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3781449.750000 Penalty: 5174.065430
	Iteration 20F: 3 clusters Score -3781450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3781503.000000 Penalty: 5174.065430
	Iteration 21Q: 3 clusters Score -3781503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3781533.500000 Penalty: 5174.065430
	Iteration 22Q: 3 clusters Score -3781534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3781553.500000 Penalty: 5174.065430
	Iteration 23Q: 3 clusters Score -3781554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3781566.250000 Penalty: 5174.065430
	Iteration 24Q: 3 clusters Score -3781566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -3781587.250000 Penalty: 5174.065430
	Iteration 25Q: 3 clusters Score -3781587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3781595.500000 Penalty: 5174.065430
	Iteration 26Q: 3 clusters Score -3781596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3781614.000000 Penalty: 5174.065430
	Iteration 27Q: 3 clusters Score -3781614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3781624.500000 Penalty: 5174.065430
	Iteration 28Q: 3 clusters Score -3781624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3781628.250000 Penalty: 5174.065430
	Iteration 29Q: 3 clusters Score -3781628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -3781631.250000 Penalty: 5174.065430
	Iteration 30Q: 3 clusters Score -3781631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3781638.500000 Penalty: 5174.065430
	Iteration 31Q: 3 clusters Score -3781638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3781648.000000 Penalty: 5174.065430
	Iteration 32Q: 3 clusters Score -3781648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3781658.250000 Penalty: 5174.065430
	Iteration 33Q: 3 clusters Score -3781658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3781667.250000 Penalty: 5174.065430
	Iteration 34Q: 3 clusters Score -3781667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3781677.500000 Penalty: 5174.065430
	Iteration 35Q: 3 clusters Score -3781678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3781679.750000 Penalty: 5174.065430
	Iteration 36Q: 3 clusters Score -3781680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3781685.000000 Penalty: 5174.065430
	Iteration 37Q: 3 clusters Score -3781685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3781697.000000 Penalty: 5174.065430
	Iteration 38Q: 3 clusters Score -3781697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3781700.250000 Penalty: 5174.065430
	Iteration 39Q: 3 clusters Score -3781700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3781711.250000 Penalty: 5174.065430
	Iteration 40F: 3 clusters Score -3781711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3781718.750000 Penalty: 5174.065430
	Iteration 41Q: 3 clusters Score -3781719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3781724.000000 Penalty: 5174.065430
	Iteration 42Q: 3 clusters Score -3781724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -3781723.750000 Penalty: 5174.065430
	Iteration 43Q: 3 clusters Score -3781724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3781723.250000 Penalty: 5174.065430
	Iteration 44Q: 3 clusters Score -3781723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -3781725.250000 Penalty: 5174.065430
	Iteration 45Q: 3 clusters Score -3781725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3781728.000000 Penalty: 5174.065430
	Iteration 46Q: 3 clusters Score -3781728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3781731.750000 Penalty: 5174.065430
	Iteration 47Q: 3 clusters Score -3781732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3781728.250000 Penalty: 5174.065430
	Iteration 48Q: 3 clusters Score -3781728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3781729.250000 Penalty: 5174.065430
	Iteration 49Q: 3 clusters Score -3781729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3781729.750000 Penalty: 5174.065430
	Iteration 50Q: 3 clusters Score -3781730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3781726.500000 Penalty: 5174.065430
	Iteration 51Q: 3 clusters Score -3781726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3781730.500000 Penalty: 5174.065430
	Iteration 52Q: 3 clusters Score -3781730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3781734.500000 Penalty: 5174.065430
	Iteration 53Q: 3 clusters Score -3781734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3781730.500000 Penalty: 5174.065430
	Iteration 54Q: 3 clusters Score -3781730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3781734.250000 Penalty: 5174.065430
	Iteration 55Q: 3 clusters Score -3781734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3781739.000000 Penalty: 5174.065430
	Iteration 56Q: 3 clusters Score -3781739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3781742.500000 Penalty: 5174.065430
	Iteration 57Q: 3 clusters Score -3781742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3781740.500000 Penalty: 5174.065430
	Iteration 58Q: 3 clusters Score -3781740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3781741.500000 Penalty: 5174.065430
	Iteration 59Q: 3 clusters Score -3781742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3781741.500000 Penalty: 5174.065430
	Iteration 60F: 3 clusters Score -3781742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -579428.125000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -579428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -574755.687500 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -574755.7 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -575877.687500 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -575877.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -576140.937500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -576140.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -576371.250000 Penalty: 4248.728027
	Iteration 3F: 3 clusters Score -576371.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -576581.187500 Penalty: 4248.728027
	Iteration 4F: 3 clusters Score -576581.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -576788.750000 Penalty: 4248.728027
	Iteration 5F: 3 clusters Score -576788.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -577006.625000 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -577006.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -577215.875000 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -577215.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -577429.750000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -577429.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -577639.812500 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -577639.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -577855.312500 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -577855.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -578097.000000 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -578097 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -578307.625000 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -578307.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -578498.000000 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -578498 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -578660.250000 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -578660.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -578781.062500 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -578781.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -578890.250000 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -578890.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -579002.375000 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -579002.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -579114.937500 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -579114.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -579206.437500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -579206.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -579270.687500 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -579270.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -579292.250000 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -579292.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -579299.750000 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -579299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -579303.312500 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -579303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -579304.375000 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -579304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -579306.625000 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -579306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -579306.062500 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -579306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -579307.562500 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -579307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -579307.562500 Penalty: 4248.728027
	Iteration 28F: 3 clusters Score -579307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -838601.187500 Penalty: 2215.221436
	Iteration 0F: 2 clusters Score -838601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -832435.687500 Penalty: 4430.442871
	Iteration 0F: 3 clusters Score -832435.7 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -834143.625000 Penalty: 4430.442871
	Iteration 1F: 3 clusters Score -834143.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -834377.437500 Penalty: 4430.442871
	Iteration 2F: 3 clusters Score -834377.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -834558.062500 Penalty: 4430.442871
	Iteration 3Q: 3 clusters Score -834558.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -834728.250000 Penalty: 4430.442871
	Iteration 4Q: 3 clusters Score -834728.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -834886.687500 Penalty: 4430.442871
	Iteration 5Q: 3 clusters Score -834886.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -835044.000000 Penalty: 4430.442871
	Iteration 6Q: 3 clusters Score -835044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -835208.062500 Penalty: 4430.442871
	Iteration 7Q: 3 clusters Score -835208.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -835364.875000 Penalty: 4430.442871
	Iteration 8Q: 3 clusters Score -835364.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -835537.937500 Penalty: 4430.442871
	Iteration 9Q: 3 clusters Score -835537.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -835699.500000 Penalty: 4430.442871
	Iteration 10Q: 3 clusters Score -835699.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -835848.625000 Penalty: 4430.442871
	Iteration 11Q: 3 clusters Score -835848.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -835965.687500 Penalty: 4430.442871
	Iteration 12Q: 3 clusters Score -835965.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -836063.250000 Penalty: 4430.442871
	Iteration 13Q: 3 clusters Score -836063.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -836145.375000 Penalty: 4430.442871
	Iteration 14Q: 3 clusters Score -836145.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -836207.687500 Penalty: 4430.442871
	Iteration 15Q: 3 clusters Score -836207.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -836266.562500 Penalty: 4430.442871
	Iteration 16Q: 3 clusters Score -836266.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -836326.875000 Penalty: 4430.442871
	Iteration 17Q: 3 clusters Score -836326.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -836389.625000 Penalty: 4430.442871
	Iteration 18Q: 3 clusters Score -836389.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -836444.875000 Penalty: 4430.442871
	Iteration 19Q: 3 clusters Score -836444.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -836505.062500 Penalty: 4430.442871
	Iteration 20F: 3 clusters Score -836505.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -836571.875000 Penalty: 4430.442871
	Iteration 21Q: 3 clusters Score -836571.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -836639.312500 Penalty: 4430.442871
	Iteration 22Q: 3 clusters Score -836639.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -836719.000000 Penalty: 4430.442871
	Iteration 23Q: 3 clusters Score -836719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -836812.750000 Penalty: 4430.442871
	Iteration 24Q: 3 clusters Score -836812.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -836927.750000 Penalty: 4430.442871
	Iteration 25Q: 3 clusters Score -836927.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -837049.062500 Penalty: 4430.442871
	Iteration 26Q: 3 clusters Score -837049.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -837170.562500 Penalty: 4430.442871
	Iteration 27Q: 3 clusters Score -837170.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -837336.375000 Penalty: 4430.442871
	Iteration 28Q: 3 clusters Score -837336.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -837520.500000 Penalty: 4430.442871
	Iteration 29Q: 3 clusters Score -837520.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -837647.375000 Penalty: 4430.442871
	Iteration 30Q: 3 clusters Score -837647.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -837727.812500 Penalty: 4430.442871
	Iteration 31Q: 3 clusters Score -837727.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -837774.437500 Penalty: 4430.442871
	Iteration 32Q: 3 clusters Score -837774.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -837800.312500 Penalty: 4430.442871
	Iteration 33Q: 3 clusters Score -837800.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -837818.250000 Penalty: 4430.442871
	Iteration 34Q: 3 clusters Score -837818.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -837831.625000 Penalty: 4430.442871
	Iteration 35Q: 3 clusters Score -837831.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -837837.625000 Penalty: 4430.442871
	Iteration 36Q: 3 clusters Score -837837.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -837843.812500 Penalty: 4430.442871
	Iteration 37Q: 3 clusters Score -837843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -837849.312500 Penalty: 4430.442871
	Iteration 38Q: 3 clusters Score -837849.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -837850.375000 Penalty: 4430.442871
	Iteration 39Q: 3 clusters Score -837850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -837852.250000 Penalty: 4430.442871
	Iteration 40F: 3 clusters Score -837852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -837856.312500 Penalty: 4430.442871
	Iteration 41Q: 3 clusters Score -837856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -837856.250000 Penalty: 4430.442871
	Iteration 42Q: 3 clusters Score -837856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -837856.062500 Penalty: 4430.442871
	Iteration 43Q: 3 clusters Score -837856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -837856.062500 Penalty: 4430.442871
	Iteration 44F: 3 clusters Score -837856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38841.199219 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38841.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39154.406250 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39154.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39269.742188 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39269.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39403.609375 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -39403.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39673.886719 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39673.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39827.355469 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39827.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39891.007812 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -39891.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39920.503906 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -39920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39955.757812 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -39955.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39966.855469 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -39966.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39979.375000 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -39979.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39986.082031 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -39986.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39999.945312 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -39999.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40024.554688 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40024.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40035.972656 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -40035.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40051.703125 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -40051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40060.945312 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -40060.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40070.890625 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -40070.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40075.019531 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -40075.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40076.605469 Penalty: 3035.667480
	Iteration 19F: 3 clusters Score -40076.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40081.980469 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -40081.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40090.105469 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -40090.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40091.335938 Penalty: 3035.667480
	Iteration 22Q: 3 clusters Score -40091.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40091.335938 Penalty: 3035.667480
	Iteration 23F: 3 clusters Score -40091.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -219876.093750 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -219876.1 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 946 members 
Entering Unmasked Estep 
Score: -217243.953125 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -217244 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -217679.390625 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -217679.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217813.421875 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -217813.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217872.968750 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -217873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217907.781250 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -217907.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -217932.093750 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -217932.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -217946.359375 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -217946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -217953.828125 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -217953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -217955.906250 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -217955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -217957.968750 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -217958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -217960.171875 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -217960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -217963.328125 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -217963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -217966.500000 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -217966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -217968.265625 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -217968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217969.875000 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -217969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -217973.890625 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -217973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -217976.218750 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -217976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217977.687500 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -217977.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -217981.109375 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -217981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -217981.109375 Penalty: 3759.520752
	Iteration 19F: 3 clusters Score -217981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38069.210938 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38069.21 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38348.910156 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38348.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38488.476562 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38488.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38626.371094 Penalty: 3047.516113
	Iteration 3F: 3 clusters Score -38626.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38836.656250 Penalty: 3047.516113
	Iteration 4F: 3 clusters Score -38836.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39043.226562 Penalty: 3047.516113
	Iteration 5F: 3 clusters Score -39043.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39309.578125 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -39309.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39367.285156 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -39367.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39373.945312 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -39373.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39376.910156 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -39376.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39376.910156 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -39376.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -560900.312500 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -560900.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -556063.625000 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -556063.6 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -557460.500000 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -557460.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -558072.875000 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -558072.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -558620.625000 Penalty: 4284.796387
	Iteration 3F: 3 clusters Score -558620.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -559061.500000 Penalty: 4284.796387
	Iteration 4F: 3 clusters Score -559061.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -559383.750000 Penalty: 4284.796387
	Iteration 5F: 3 clusters Score -559383.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -559608.125000 Penalty: 4284.796387
	Iteration 6F: 3 clusters Score -559608.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -559765.625000 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -559765.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -559861.500000 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -559861.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -559918.562500 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -559918.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -559963.375000 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -559963.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -559996.375000 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -559996.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -560023.687500 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -560023.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -560038.750000 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -560038.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -560051.125000 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -560051.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -560059.062500 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -560059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -560069.875000 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -560069.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -560077.625000 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -560077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -560083.687500 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -560083.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -560090.875000 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -560090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -560095.000000 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -560095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -560100.500000 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -560100.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -560106.125000 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -560106.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -560112.875000 Penalty: 4284.796387
	Iteration 23Q: 3 clusters Score -560112.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -560118.187500 Penalty: 4284.796387
	Iteration 24Q: 3 clusters Score -560118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -560124.375000 Penalty: 4284.796387
	Iteration 25Q: 3 clusters Score -560124.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -560131.187500 Penalty: 4284.796387
	Iteration 26Q: 3 clusters Score -560131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -560137.312500 Penalty: 4284.796387
	Iteration 27Q: 3 clusters Score -560137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -560141.187500 Penalty: 4284.796387
	Iteration 28Q: 3 clusters Score -560141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -560145.937500 Penalty: 4284.796387
	Iteration 29Q: 3 clusters Score -560145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -560147.562500 Penalty: 4284.796387
	Iteration 30Q: 3 clusters Score -560147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -560149.937500 Penalty: 4284.796387
	Iteration 31Q: 3 clusters Score -560149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -560152.750000 Penalty: 4284.796387
	Iteration 32Q: 3 clusters Score -560152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -560155.312500 Penalty: 4284.796387
	Iteration 33Q: 3 clusters Score -560155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -560158.625000 Penalty: 4284.796387
	Iteration 34Q: 3 clusters Score -560158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -560162.250000 Penalty: 4284.796387
	Iteration 35Q: 3 clusters Score -560162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -560164.187500 Penalty: 4284.796387
	Iteration 36Q: 3 clusters Score -560164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -560165.375000 Penalty: 4284.796387
	Iteration 37Q: 3 clusters Score -560165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -560168.375000 Penalty: 4284.796387
	Iteration 38Q: 3 clusters Score -560168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -560170.437500 Penalty: 4284.796387
	Iteration 39Q: 3 clusters Score -560170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -560170.437500 Penalty: 4284.796387
	Iteration 40F: 3 clusters Score -560170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -560172.062500 Penalty: 4284.796387
	Iteration 41Q: 3 clusters Score -560172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -560172.750000 Penalty: 4284.796387
	Iteration 42Q: 3 clusters Score -560172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -560175.000000 Penalty: 4284.796387
	Iteration 43Q: 3 clusters Score -560175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -560173.875000 Penalty: 4284.796387
	Iteration 44Q: 3 clusters Score -560173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -560175.562500 Penalty: 4284.796387
	Iteration 45Q: 3 clusters Score -560175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -560177.625000 Penalty: 4284.796387
	Iteration 46Q: 3 clusters Score -560177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -560177.375000 Penalty: 4284.796387
	Iteration 47Q: 3 clusters Score -560177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -560178.750000 Penalty: 4284.796387
	Iteration 48Q: 3 clusters Score -560178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -560178.750000 Penalty: 4284.796387
	Iteration 49F: 3 clusters Score -560178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -52476.597656 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -52476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50934.949219 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -50934.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51131.539062 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -51131.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51223.894531 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -51223.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51262.949219 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -51262.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51276.308594 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -51276.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51286.472656 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -51286.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51293.382812 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -51293.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51304.503906 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -51304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51308.843750 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -51308.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51308.843750 Penalty: 3098.068848
	Iteration 9F: 3 clusters Score -51308.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45067.757812 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45067.76 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45319.054688 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45319.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45496.457031 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45496.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45607.660156 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -45607.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45712.113281 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45712.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45741.824219 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45741.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45757.730469 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45757.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45769.945312 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45769.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45780.984375 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -45780.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45784.769531 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -45784.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45789.082031 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -45789.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45789.082031 Penalty: 3077.460693
	Iteration 11F: 3 clusters Score -45789.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Entering Unmasked Estep 
Score: -1461044.625000 Penalty: 2342.207275
	Iteration 0F: 2 clusters Score -1461045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1451615.000000 Penalty: 4684.414551
	Iteration 0F: 3 clusters Score -1451615 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1454490.750000 Penalty: 4684.414551
	Iteration 1F: 3 clusters Score -1454491 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1454784.625000 Penalty: 4684.414551
	Iteration 2F: 3 clusters Score -1454785 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1455003.500000 Penalty: 4684.414551
	Iteration 3Q: 3 clusters Score -1455004 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1455202.250000 Penalty: 4684.414551
	Iteration 4Q: 3 clusters Score -1455202 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1455426.750000 Penalty: 4684.414551
	Iteration 5Q: 3 clusters Score -1455427 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1455697.500000 Penalty: 4684.414551
	Iteration 6Q: 3 clusters Score -1455698 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1455991.625000 Penalty: 4684.414551
	Iteration 7Q: 3 clusters Score -1455992 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1456376.125000 Penalty: 4684.414551
	Iteration 8Q: 3 clusters Score -1456376 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1456853.875000 Penalty: 4684.414551
	Iteration 9F: 3 clusters Score -1456854 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1457331.750000 Penalty: 4684.414551
	Iteration 10F: 3 clusters Score -1457332 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1457783.625000 Penalty: 4684.414551
	Iteration 11Q: 3 clusters Score -1457784 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1458220.750000 Penalty: 4684.414551
	Iteration 12Q: 3 clusters Score -1458221 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1458579.625000 Penalty: 4684.414551
	Iteration 13Q: 3 clusters Score -1458580 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1458812.750000 Penalty: 4684.414551
	Iteration 14Q: 3 clusters Score -1458813 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1458950.125000 Penalty: 4684.414551
	Iteration 15Q: 3 clusters Score -1458950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1459043.875000 Penalty: 4684.414551
	Iteration 16Q: 3 clusters Score -1459044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1459108.875000 Penalty: 4684.414551
	Iteration 17Q: 3 clusters Score -1459109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1459158.375000 Penalty: 4684.414551
	Iteration 18Q: 3 clusters Score -1459158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1459182.625000 Penalty: 4684.414551
	Iteration 19Q: 3 clusters Score -1459183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1459197.750000 Penalty: 4684.414551
	Iteration 20F: 3 clusters Score -1459198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1459204.125000 Penalty: 4684.414551
	Iteration 21Q: 3 clusters Score -1459204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1459211.500000 Penalty: 4684.414551
	Iteration 22Q: 3 clusters Score -1459212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1459215.250000 Penalty: 4684.414551
	Iteration 23Q: 3 clusters Score -1459215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1459219.375000 Penalty: 4684.414551
	Iteration 24Q: 3 clusters Score -1459219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1459221.750000 Penalty: 4684.414551
	Iteration 25Q: 3 clusters Score -1459222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1459226.125000 Penalty: 4684.414551
	Iteration 26Q: 3 clusters Score -1459226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1459227.125000 Penalty: 4684.414551
	Iteration 27Q: 3 clusters Score -1459227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1459229.750000 Penalty: 4684.414551
	Iteration 28Q: 3 clusters Score -1459230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1459234.625000 Penalty: 4684.414551
	Iteration 29Q: 3 clusters Score -1459235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1459237.625000 Penalty: 4684.414551
	Iteration 30Q: 3 clusters Score -1459238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1459237.750000 Penalty: 4684.414551
	Iteration 31Q: 3 clusters Score -1459238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1459242.750000 Penalty: 4684.414551
	Iteration 32Q: 3 clusters Score -1459243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1459247.750000 Penalty: 4684.414551
	Iteration 33Q: 3 clusters Score -1459248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1459254.875000 Penalty: 4684.414551
	Iteration 34Q: 3 clusters Score -1459255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1459258.875000 Penalty: 4684.414551
	Iteration 35Q: 3 clusters Score -1459259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1459260.500000 Penalty: 4684.414551
	Iteration 36Q: 3 clusters Score -1459260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1459263.500000 Penalty: 4684.414551
	Iteration 37Q: 3 clusters Score -1459264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1459263.000000 Penalty: 4684.414551
	Iteration 38Q: 3 clusters Score -1459263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1459263.750000 Penalty: 4684.414551
	Iteration 39Q: 3 clusters Score -1459264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1459263.750000 Penalty: 4684.414551
	Iteration 40F: 3 clusters Score -1459264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -356816.687500 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -356816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -353430.906250 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -353430.9 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -354069.687500 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -354069.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -354216.875000 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -354216.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -354294.781250 Penalty: 4000.839111
	Iteration 3Q: 3 clusters Score -354294.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -354355.031250 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -354355 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -354383.968750 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -354384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -354416.906250 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -354416.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -354436.906250 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -354436.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -354462.968750 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -354463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -354478.906250 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -354478.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -354494.312500 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -354494.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -354508.843750 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -354508.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -354519.343750 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -354519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -354529.500000 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -354529.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -354538.187500 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -354538.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -354545.937500 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -354545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -354553.031250 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -354553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -354559.281250 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -354559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -354567.062500 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -354567.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -354571.500000 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -354571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -354573.625000 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -354573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -354579.031250 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -354579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -354583.750000 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -354583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -354587.343750 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -354587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -354590.750000 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -354590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -354594.031250 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -354594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -354598.656250 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -354598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -354604.687500 Penalty: 4000.839111
	Iteration 27Q: 3 clusters Score -354604.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -354608.562500 Penalty: 4000.839111
	Iteration 28Q: 3 clusters Score -354608.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -354612.906250 Penalty: 4000.839111
	Iteration 29Q: 3 clusters Score -354612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -354615.250000 Penalty: 4000.839111
	Iteration 30Q: 3 clusters Score -354615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -354616.937500 Penalty: 4000.839111
	Iteration 31Q: 3 clusters Score -354616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -354619.156250 Penalty: 4000.839111
	Iteration 32Q: 3 clusters Score -354619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -354621.656250 Penalty: 4000.839111
	Iteration 33Q: 3 clusters Score -354621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -354625.437500 Penalty: 4000.839111
	Iteration 34Q: 3 clusters Score -354625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -354629.593750 Penalty: 4000.839111
	Iteration 35Q: 3 clusters Score -354629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -354634.093750 Penalty: 4000.839111
	Iteration 36Q: 3 clusters Score -354634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -354637.125000 Penalty: 4000.839111
	Iteration 37Q: 3 clusters Score -354637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -354641.875000 Penalty: 4000.839111
	Iteration 38Q: 3 clusters Score -354641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -354647.250000 Penalty: 4000.839111
	Iteration 39Q: 3 clusters Score -354647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -354652.718750 Penalty: 4000.839111
	Iteration 40F: 3 clusters Score -354652.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -354657.218750 Penalty: 4000.839111
	Iteration 41Q: 3 clusters Score -354657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -354662.406250 Penalty: 4000.839111
	Iteration 42Q: 3 clusters Score -354662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -354666.468750 Penalty: 4000.839111
	Iteration 43Q: 3 clusters Score -354666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -354672.125000 Penalty: 4000.839111
	Iteration 44Q: 3 clusters Score -354672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -354678.093750 Penalty: 4000.839111
	Iteration 45Q: 3 clusters Score -354678.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -354683.875000 Penalty: 4000.839111
	Iteration 46Q: 3 clusters Score -354683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354689.437500 Penalty: 4000.839111
	Iteration 47Q: 3 clusters Score -354689.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -354694.968750 Penalty: 4000.839111
	Iteration 48Q: 3 clusters Score -354695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -354699.562500 Penalty: 4000.839111
	Iteration 49Q: 3 clusters Score -354699.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -354707.437500 Penalty: 4000.839111
	Iteration 50Q: 3 clusters Score -354707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -354717.093750 Penalty: 4000.839111
	Iteration 51Q: 3 clusters Score -354717.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354728.656250 Penalty: 4000.839111
	Iteration 52Q: 3 clusters Score -354728.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -354742.687500 Penalty: 4000.839111
	Iteration 53Q: 3 clusters Score -354742.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -354755.125000 Penalty: 4000.839111
	Iteration 54Q: 3 clusters Score -354755.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -354766.718750 Penalty: 4000.839111
	Iteration 55Q: 3 clusters Score -354766.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -354776.531250 Penalty: 4000.839111
	Iteration 56Q: 3 clusters Score -354776.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -354784.906250 Penalty: 4000.839111
	Iteration 57Q: 3 clusters Score -354784.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -354797.156250 Penalty: 4000.839111
	Iteration 58Q: 3 clusters Score -354797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -354807.656250 Penalty: 4000.839111
	Iteration 59Q: 3 clusters Score -354807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -354818.625000 Penalty: 4000.839111
	Iteration 60F: 3 clusters Score -354818.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -354831.000000 Penalty: 4000.839111
	Iteration 61Q: 3 clusters Score -354831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -354848.312500 Penalty: 4000.839111
	Iteration 62Q: 3 clusters Score -354848.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -354861.031250 Penalty: 4000.839111
	Iteration 63Q: 3 clusters Score -354861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -354871.937500 Penalty: 4000.839111
	Iteration 64Q: 3 clusters Score -354871.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -354879.375000 Penalty: 4000.839111
	Iteration 65Q: 3 clusters Score -354879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -354887.343750 Penalty: 4000.839111
	Iteration 66Q: 3 clusters Score -354887.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -354893.187500 Penalty: 4000.839111
	Iteration 67Q: 3 clusters Score -354893.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -354902.343750 Penalty: 4000.839111
	Iteration 68Q: 3 clusters Score -354902.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -354911.312500 Penalty: 4000.839111
	Iteration 69Q: 3 clusters Score -354911.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -354925.343750 Penalty: 4000.839111
	Iteration 70Q: 3 clusters Score -354925.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -354939.406250 Penalty: 4000.839111
	Iteration 71Q: 3 clusters Score -354939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -354950.437500 Penalty: 4000.839111
	Iteration 72Q: 3 clusters Score -354950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -354961.625000 Penalty: 4000.839111
	Iteration 73Q: 3 clusters Score -354961.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -354972.437500 Penalty: 4000.839111
	Iteration 74Q: 3 clusters Score -354972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -354983.843750 Penalty: 4000.839111
	Iteration 75Q: 3 clusters Score -354983.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -354994.093750 Penalty: 4000.839111
	Iteration 76Q: 3 clusters Score -354994.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -355005.468750 Penalty: 4000.839111
	Iteration 77Q: 3 clusters Score -355005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -355009.937500 Penalty: 4000.839111
	Iteration 78Q: 3 clusters Score -355009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -355014.250000 Penalty: 4000.839111
	Iteration 79Q: 3 clusters Score -355014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -355017.593750 Penalty: 4000.839111
	Iteration 80F: 3 clusters Score -355017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -355025.875000 Penalty: 4000.839111
	Iteration 81Q: 3 clusters Score -355025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -355030.906250 Penalty: 4000.839111
	Iteration 82Q: 3 clusters Score -355030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -355033.406250 Penalty: 4000.839111
	Iteration 83Q: 3 clusters Score -355033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -355034.750000 Penalty: 4000.839111
	Iteration 84Q: 3 clusters Score -355034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -355035.218750 Penalty: 4000.839111
	Iteration 85Q: 3 clusters Score -355035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -355036.593750 Penalty: 4000.839111
	Iteration 86Q: 3 clusters Score -355036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -355037.968750 Penalty: 4000.839111
	Iteration 87Q: 3 clusters Score -355038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -355040.218750 Penalty: 4000.839111
	Iteration 88Q: 3 clusters Score -355040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -355042.500000 Penalty: 4000.839111
	Iteration 89Q: 3 clusters Score -355042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -355045.312500 Penalty: 4000.839111
	Iteration 90Q: 3 clusters Score -355045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -355047.375000 Penalty: 4000.839111
	Iteration 91Q: 3 clusters Score -355047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -355048.500000 Penalty: 4000.839111
	Iteration 92Q: 3 clusters Score -355048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -355049.187500 Penalty: 4000.839111
	Iteration 93Q: 3 clusters Score -355049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -355049.187500 Penalty: 4000.839111
	Iteration 94F: 3 clusters Score -355049.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Entering Unmasked Estep 
Score: -3698892.000000 Penalty: 2583.289551
	Iteration 0F: 2 clusters Score -3698892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3676029.000000 Penalty: 5166.579102
	Iteration 0F: 3 clusters Score -3676029 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3684548.250000 Penalty: 5166.579102
	Iteration 1F: 3 clusters Score -3684548 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3685725.250000 Penalty: 5166.579102
	Iteration 2F: 3 clusters Score -3685725 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3687457.250000 Penalty: 5166.579102
	Iteration 3F: 3 clusters Score -3687457 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3689316.750000 Penalty: 5166.579102
	Iteration 4F: 3 clusters Score -3689317 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3691263.750000 Penalty: 5166.579102
	Iteration 5F: 3 clusters Score -3691264 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3693175.250000 Penalty: 5166.579102
	Iteration 6F: 3 clusters Score -3693175 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3694896.750000 Penalty: 5166.579102
	Iteration 7F: 3 clusters Score -3694897 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3696254.500000 Penalty: 5166.579102
	Iteration 8Q: 3 clusters Score -3696254 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3697178.000000 Penalty: 5166.579102
	Iteration 9Q: 3 clusters Score -3697178 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3697656.000000 Penalty: 5166.579102
	Iteration 10Q: 3 clusters Score -3697656 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3697935.500000 Penalty: 5166.579102
	Iteration 11Q: 3 clusters Score -3697936 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3698128.750000 Penalty: 5166.579102
	Iteration 12Q: 3 clusters Score -3698129 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3698278.000000 Penalty: 5166.579102
	Iteration 13Q: 3 clusters Score -3698278 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3698390.750000 Penalty: 5166.579102
	Iteration 14Q: 3 clusters Score -3698391 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3698490.500000 Penalty: 5166.579102
	Iteration 15Q: 3 clusters Score -3698490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3698549.000000 Penalty: 5166.579102
	Iteration 16Q: 3 clusters Score -3698549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3698590.750000 Penalty: 5166.579102
	Iteration 17Q: 3 clusters Score -3698591 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3698623.000000 Penalty: 5166.579102
	Iteration 18Q: 3 clusters Score -3698623 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3698650.750000 Penalty: 5166.579102
	Iteration 19Q: 3 clusters Score -3698651 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3698669.500000 Penalty: 5166.579102
	Iteration 20F: 3 clusters Score -3698670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3698697.250000 Penalty: 5166.579102
	Iteration 21Q: 3 clusters Score -3698697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3698705.500000 Penalty: 5166.579102
	Iteration 22Q: 3 clusters Score -3698706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3698712.500000 Penalty: 5166.579102
	Iteration 23Q: 3 clusters Score -3698712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3698722.250000 Penalty: 5166.579102
	Iteration 24Q: 3 clusters Score -3698722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3698726.500000 Penalty: 5166.579102
	Iteration 25Q: 3 clusters Score -3698726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3698735.500000 Penalty: 5166.579102
	Iteration 26Q: 3 clusters Score -3698736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3698738.500000 Penalty: 5166.579102
	Iteration 27Q: 3 clusters Score -3698738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3698739.250000 Penalty: 5166.579102
	Iteration 28Q: 3 clusters Score -3698739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3698748.000000 Penalty: 5166.579102
	Iteration 29Q: 3 clusters Score -3698748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3698757.500000 Penalty: 5166.579102
	Iteration 30Q: 3 clusters Score -3698758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3698762.250000 Penalty: 5166.579102
	Iteration 31Q: 3 clusters Score -3698762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3698764.500000 Penalty: 5166.579102
	Iteration 32Q: 3 clusters Score -3698764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3698754.500000 Penalty: 5166.579102
	Iteration 33Q: 3 clusters Score -3698754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3698768.750000 Penalty: 5166.579102
	Iteration 34Q: 3 clusters Score -3698769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3698768.750000 Penalty: 5166.579102
	Iteration 35Q: 3 clusters Score -3698769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3698770.250000 Penalty: 5166.579102
	Iteration 36Q: 3 clusters Score -3698770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3698777.000000 Penalty: 5166.579102
	Iteration 37Q: 3 clusters Score -3698777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3698774.250000 Penalty: 5166.579102
	Iteration 38Q: 3 clusters Score -3698774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3698781.250000 Penalty: 5166.579102
	Iteration 39Q: 3 clusters Score -3698781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3698780.500000 Penalty: 5166.579102
	Iteration 40F: 3 clusters Score -3698780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3698777.750000 Penalty: 5166.579102
	Iteration 41Q: 3 clusters Score -3698778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3698776.000000 Penalty: 5166.579102
	Iteration 42Q: 3 clusters Score -3698776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3698773.500000 Penalty: 5166.579102
	Iteration 43Q: 3 clusters Score -3698774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3698773.500000 Penalty: 5166.579102
	Iteration 44Q: 3 clusters Score -3698774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3698774.250000 Penalty: 5166.579102
	Iteration 45Q: 3 clusters Score -3698774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3698776.250000 Penalty: 5166.579102
	Iteration 46Q: 3 clusters Score -3698776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3698777.000000 Penalty: 5166.579102
	Iteration 47Q: 3 clusters Score -3698777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3698776.000000 Penalty: 5166.579102
	Iteration 48Q: 3 clusters Score -3698776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3698780.250000 Penalty: 5166.579102
	Iteration 49Q: 3 clusters Score -3698780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3698777.250000 Penalty: 5166.579102
	Iteration 50Q: 3 clusters Score -3698777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3698780.500000 Penalty: 5166.579102
	Iteration 51Q: 3 clusters Score -3698780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3698779.250000 Penalty: 5166.579102
	Iteration 52Q: 3 clusters Score -3698779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3698773.750000 Penalty: 5166.579102
	Iteration 53Q: 3 clusters Score -3698774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3698776.000000 Penalty: 5166.579102
	Iteration 54Q: 3 clusters Score -3698776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3698783.500000 Penalty: 5166.579102
	Iteration 55Q: 3 clusters Score -3698784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3698780.500000 Penalty: 5166.579102
	Iteration 56Q: 3 clusters Score -3698780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3698784.000000 Penalty: 5166.579102
	Iteration 57Q: 3 clusters Score -3698784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3698783.750000 Penalty: 5166.579102
	Iteration 58Q: 3 clusters Score -3698784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3698780.750000 Penalty: 5166.579102
	Iteration 59Q: 3 clusters Score -3698781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3698780.750000 Penalty: 5166.579102
	Iteration 60F: 3 clusters Score -3698781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (41083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Entering Unmasked Estep 
Score: -4255548.500000 Penalty: 2634.590820
	Iteration 0F: 2 clusters Score -4255548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4227658.500000 Penalty: 5269.181641
	Iteration 0F: 3 clusters Score -4227658 nChanged 18841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4238407.500000 Penalty: 5269.181641
	Iteration 1F: 3 clusters Score -4238408 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4239889.500000 Penalty: 5269.181641
	Iteration 2F: 3 clusters Score -4239890 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4241944.000000 Penalty: 5269.181641
	Iteration 3F: 3 clusters Score -4241944 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4244120.000000 Penalty: 5269.181641
	Iteration 4F: 3 clusters Score -4244120 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4245863.000000 Penalty: 5269.181641
	Iteration 5F: 3 clusters Score -4245863 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4246996.000000 Penalty: 5269.181641
	Iteration 6F: 3 clusters Score -4246996 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4247698.500000 Penalty: 5269.181641
	Iteration 7Q: 3 clusters Score -4247698 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4248136.500000 Penalty: 5269.181641
	Iteration 8Q: 3 clusters Score -4248136 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4248405.000000 Penalty: 5269.181641
	Iteration 9Q: 3 clusters Score -4248405 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4248676.500000 Penalty: 5269.181641
	Iteration 10Q: 3 clusters Score -4248676 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -4248883.500000 Penalty: 5269.181641
	Iteration 11Q: 3 clusters Score -4248884 nChanged 681
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4249070 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4249246 nChanged 640
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Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4249472 nChanged 628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4249662 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4249828 nChanged 574
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Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4250004 nChanged 515
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Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4250110 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4250218 nChanged 407
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Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4250292 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4250334 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4250384 nChanged 258
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Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4250406 nChanged 200
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Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4250436 nChanged 188
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Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4250445 nChanged 187
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Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4250469 nChanged 183
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Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4250476 nChanged 160
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Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4250501 nChanged 164
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Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4250524 nChanged 145
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Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4250540 nChanged 139
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Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4250546 nChanged 131
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Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4250572 nChanged 142
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Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4250586 nChanged 156
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Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4250604 nChanged 176
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Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4250631 nChanged 182
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Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4250642 nChanged 198
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Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4250668 nChanged 202
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Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4250696 nChanged 194
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Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4250715 nChanged 219
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Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4250736 nChanged 232
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Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4250754 nChanged 229
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Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 25827 members 
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Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 26076 members 
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	Iteration 43Q: 3 clusters Score -4250846 nChanged 265
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Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 26335 members 
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Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4250930 nChanged 279
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Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13919 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4251086 nChanged 356
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Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4251139 nChanged 375
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4251230 nChanged 406
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Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4251326 nChanged 424
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Mstep: Class 1 contains 12041 members 
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Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 29474 members 
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	Iteration 53Q: 3 clusters Score -4251526 nChanged 490
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Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 29962 members 
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Mstep: Class 1 contains 10633 members 
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	Iteration 55Q: 3 clusters Score -4251768 nChanged 522
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Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 30972 members 
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	Iteration 56Q: 3 clusters Score -4251908 nChanged 517
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Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 31489 members 
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	Iteration 57Q: 3 clusters Score -4252050 nChanged 550
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Mstep: Class 1 contains 9044 members 
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	Iteration 58Q: 3 clusters Score -4252244 nChanged 563
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Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4252402 nChanged 545
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Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4252564 nChanged 538
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Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 33679 members 
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	Iteration 61Q: 3 clusters Score -4252756 nChanged 574
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Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 34251 members 
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	Iteration 62Q: 3 clusters Score -4252940 nChanged 523
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 34772 members 
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	Iteration 63Q: 3 clusters Score -4253144 nChanged 502
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Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 35268 members 
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	Iteration 64Q: 3 clusters Score -4253318 nChanged 417
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Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 35677 members 
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	Iteration 65Q: 3 clusters Score -4253472 nChanged 361
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Mstep: Class 1 contains 5045 members 
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	Iteration 66Q: 3 clusters Score -4253586 nChanged 311
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Mstep: Class 1 contains 4744 members 
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	Iteration 67Q: 3 clusters Score -4253692 nChanged 277
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Mstep: Class 1 contains 4477 members 
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	Iteration 68Q: 3 clusters Score -4253773 nChanged 266
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Mstep: Class 1 contains 4221 members 
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	Iteration 69Q: 3 clusters Score -4253860 nChanged 259
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Mstep: Class 1 contains 3972 members 
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	Iteration 70Q: 3 clusters Score -4253962 nChanged 230
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Mstep: Class 1 contains 3750 members 
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	Iteration 71Q: 3 clusters Score -4254032 nChanged 207
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	Iteration 72Q: 3 clusters Score -4254084 nChanged 176
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Mstep: Class 1 contains 3377 members 
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	Iteration 73Q: 3 clusters Score -4254132 nChanged 146
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Mstep: Class 1 contains 3233 members 
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	Iteration 74Q: 3 clusters Score -4254172 nChanged 114
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Mstep: Class 1 contains 3123 members 
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	Iteration 75Q: 3 clusters Score -4254194 nChanged 83
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	Iteration 76Q: 3 clusters Score -4254202 nChanged 66
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Mstep: Class 1 contains 2980 members 
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	Iteration 77Q: 3 clusters Score -4254222 nChanged 47
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4254226 nChanged 42
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Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4254236 nChanged 34
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Mstep: Class 1 contains 2867 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4254244 nChanged 27
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4254250 nChanged 24
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	Iteration 82Q: 3 clusters Score -4254252 nChanged 32
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Mstep: Class 1 contains 2786 members 
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	Iteration 83Q: 3 clusters Score -4254263 nChanged 22
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Mstep: Class 1 contains 2764 members 
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	Iteration 84Q: 3 clusters Score -4254269 nChanged 14
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	Iteration 85Q: 3 clusters Score -4254268 nChanged 26
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	Iteration 86Q: 3 clusters Score -4254268 nChanged 25
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	Iteration 87Q: 3 clusters Score -4254270 nChanged 24
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4254274 nChanged 19
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	Iteration 89Q: 3 clusters Score -4254291 nChanged 17
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	Iteration 90Q: 3 clusters Score -4254296 nChanged 24
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	Iteration 91Q: 3 clusters Score -4254306 nChanged 21
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	Iteration 92Q: 3 clusters Score -4254307 nChanged 12
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	Iteration 93Q: 3 clusters Score -4254303 nChanged 10
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	Iteration 94Q: 3 clusters Score -4254311 nChanged 11
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	Iteration 95Q: 3 clusters Score -4254311 nChanged 8
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	Iteration 96Q: 3 clusters Score -4254310 nChanged 11
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	Iteration 97Q: 3 clusters Score -4254316 nChanged 10
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	Iteration 98Q: 3 clusters Score -4254320 nChanged 13
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	Iteration 99Q: 3 clusters Score -4254318 nChanged 15
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4254316 nChanged 9
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	Iteration 101Q: 3 clusters Score -4254315 nChanged 17
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	Iteration 102Q: 3 clusters Score -4254322 nChanged 18
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	Iteration 103Q: 3 clusters Score -4254326 nChanged 14
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Entering Unmasked Estep 
Score: -4254331.500000 Penalty: 5269.181641
	Iteration 104Q: 3 clusters Score -4254332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4254333.000000 Penalty: 5269.181641
	Iteration 105Q: 3 clusters Score -4254333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4254331.000000 Penalty: 5269.181641
	Iteration 106Q: 3 clusters Score -4254331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4254333.500000 Penalty: 5269.181641
	Iteration 107Q: 3 clusters Score -4254334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -4254345.500000 Penalty: 5269.181641
	Iteration 108Q: 3 clusters Score -4254346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -4254345.000000 Penalty: 5269.181641
	Iteration 109Q: 3 clusters Score -4254345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -4254356.000000 Penalty: 5269.181641
	Iteration 110Q: 3 clusters Score -4254356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4254352.500000 Penalty: 5269.181641
	Iteration 111Q: 3 clusters Score -4254352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4254355.000000 Penalty: 5269.181641
	Iteration 112Q: 3 clusters Score -4254355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -4254358.000000 Penalty: 5269.181641
	Iteration 113Q: 3 clusters Score -4254358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4254354.500000 Penalty: 5269.181641
	Iteration 114Q: 3 clusters Score -4254354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4254356.000000 Penalty: 5269.181641
	Iteration 115Q: 3 clusters Score -4254356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4254355.000000 Penalty: 5269.181641
	Iteration 116Q: 3 clusters Score -4254355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -4254358.500000 Penalty: 5269.181641
	Iteration 117Q: 3 clusters Score -4254358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -4254360.500000 Penalty: 5269.181641
	Iteration 118Q: 3 clusters Score -4254360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -4254360.500000 Penalty: 5269.181641
	Iteration 119F: 3 clusters Score -4254360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -589467.500000 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -589467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -584918.500000 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -584918.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -585982.875000 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -585982.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -586184.437500 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -586184.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -586304.500000 Penalty: 4230.150391
	Iteration 3Q: 3 clusters Score -586304.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -586373.812500 Penalty: 4230.150391
	Iteration 4Q: 3 clusters Score -586373.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -586413.375000 Penalty: 4230.150391
	Iteration 5Q: 3 clusters Score -586413.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -586438.812500 Penalty: 4230.150391
	Iteration 6Q: 3 clusters Score -586438.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -586453.437500 Penalty: 4230.150391
	Iteration 7Q: 3 clusters Score -586453.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -586465.687500 Penalty: 4230.150391
	Iteration 8Q: 3 clusters Score -586465.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -586475.062500 Penalty: 4230.150391
	Iteration 9Q: 3 clusters Score -586475.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -586484.062500 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -586484.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -586492.250000 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -586492.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -586501.875000 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -586501.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -586508.250000 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -586508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -586515.500000 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -586515.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -586519.000000 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -586519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -586522.437500 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -586522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -586524.187500 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -586524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -586524.937500 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -586524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -586528.187500 Penalty: 4230.150391
	Iteration 19Q: 3 clusters Score -586528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -586531.312500 Penalty: 4230.150391
	Iteration 20F: 3 clusters Score -586531.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -586533.625000 Penalty: 4230.150391
	Iteration 21Q: 3 clusters Score -586533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -586537.375000 Penalty: 4230.150391
	Iteration 22Q: 3 clusters Score -586537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -586541.812500 Penalty: 4230.150391
	Iteration 23Q: 3 clusters Score -586541.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -586546.625000 Penalty: 4230.150391
	Iteration 24Q: 3 clusters Score -586546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -586550.062500 Penalty: 4230.150391
	Iteration 25Q: 3 clusters Score -586550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -586552.000000 Penalty: 4230.150391
	Iteration 26Q: 3 clusters Score -586552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -586556.187500 Penalty: 4230.150391
	Iteration 27Q: 3 clusters Score -586556.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -586558.875000 Penalty: 4230.150391
	Iteration 28Q: 3 clusters Score -586558.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -586560.000000 Penalty: 4230.150391
	Iteration 29Q: 3 clusters Score -586560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -586561.500000 Penalty: 4230.150391
	Iteration 30Q: 3 clusters Score -586561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -586564.000000 Penalty: 4230.150391
	Iteration 31Q: 3 clusters Score -586564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -586564.125000 Penalty: 4230.150391
	Iteration 32Q: 3 clusters Score -586564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -586566.437500 Penalty: 4230.150391
	Iteration 33Q: 3 clusters Score -586566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -586568.125000 Penalty: 4230.150391
	Iteration 34Q: 3 clusters Score -586568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -586570.250000 Penalty: 4230.150391
	Iteration 35Q: 3 clusters Score -586570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -586574.687500 Penalty: 4230.150391
	Iteration 36Q: 3 clusters Score -586574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -586577.062500 Penalty: 4230.150391
	Iteration 37Q: 3 clusters Score -586577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -586578.000000 Penalty: 4230.150391
	Iteration 38Q: 3 clusters Score -586578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -586580.125000 Penalty: 4230.150391
	Iteration 39Q: 3 clusters Score -586580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -586581.687500 Penalty: 4230.150391
	Iteration 40F: 3 clusters Score -586581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -586582.937500 Penalty: 4230.150391
	Iteration 41Q: 3 clusters Score -586582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -586584.375000 Penalty: 4230.150391
	Iteration 42Q: 3 clusters Score -586584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -586585.062500 Penalty: 4230.150391
	Iteration 43Q: 3 clusters Score -586585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -586585.687500 Penalty: 4230.150391
	Iteration 44Q: 3 clusters Score -586585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -586585.937500 Penalty: 4230.150391
	Iteration 45Q: 3 clusters Score -586585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -586586.812500 Penalty: 4230.150391
	Iteration 46Q: 3 clusters Score -586586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -586589.437500 Penalty: 4230.150391
	Iteration 47Q: 3 clusters Score -586589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -586590.562500 Penalty: 4230.150391
	Iteration 48Q: 3 clusters Score -586590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -586591.062500 Penalty: 4230.150391
	Iteration 49Q: 3 clusters Score -586591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -586591.875000 Penalty: 4230.150391
	Iteration 50Q: 3 clusters Score -586591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -586593.437500 Penalty: 4230.150391
	Iteration 51Q: 3 clusters Score -586593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -586594.750000 Penalty: 4230.150391
	Iteration 52Q: 3 clusters Score -586594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -586594.812500 Penalty: 4230.150391
	Iteration 53Q: 3 clusters Score -586594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -586595.500000 Penalty: 4230.150391
	Iteration 54Q: 3 clusters Score -586595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -586596.000000 Penalty: 4230.150391
	Iteration 55Q: 3 clusters Score -586596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -586596.000000 Penalty: 4230.150391
	Iteration 56F: 3 clusters Score -586596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (304701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304701 members 
Entering Unmasked Estep 
Score: -34329812.000000 Penalty: 3131.517578
	Iteration 0F: 2 clusters Score -3.432981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -34133724.000000 Penalty: 6263.035156
	Iteration 0F: 3 clusters Score -3.413372e+07 nChanged 147551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -34222480.000000 Penalty: 6263.035156
	Iteration 1F: 3 clusters Score -3.422248e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -34225088.000000 Penalty: 6263.035156
	Iteration 2Q: 3 clusters Score -3.422509e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181271 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -34229836.000000 Penalty: 6263.035156
	Iteration 3Q: 3 clusters Score -3.422984e+07 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197446 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -34238616.000000 Penalty: 6263.035156
	Iteration 4F: 3 clusters Score -3.423862e+07 nChanged 22704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219772 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -34254000.000000 Penalty: 6263.035156
	Iteration 5F: 3 clusters Score -3.4254e+07 nChanged 27509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247219 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -34277020.000000 Penalty: 6263.035156
	Iteration 6F: 3 clusters Score -3.427702e+07 nChanged 27113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274328 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -34303788.000000 Penalty: 6263.035156
	Iteration 7F: 3 clusters Score -3.430379e+07 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293100 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -34320104.000000 Penalty: 6263.035156
	Iteration 8F: 3 clusters Score -3.43201e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301318 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -34325168.000000 Penalty: 6263.035156
	Iteration 9Q: 3 clusters Score -3.432517e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303805 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -34326432.000000 Penalty: 6263.035156
	Iteration 10Q: 3 clusters Score -3.432643e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34326736.000000 Penalty: 6263.035156
	Iteration 11Q: 3 clusters Score -3.432674e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304450 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34326852.000000 Penalty: 6263.035156
	Iteration 12Q: 3 clusters Score -3.432685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304482 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34326896.000000 Penalty: 6263.035156
	Iteration 13Q: 3 clusters Score -3.43269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304495 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34326940.000000 Penalty: 6263.035156
	Iteration 14Q: 3 clusters Score -3.432694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304497 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34326952.000000 Penalty: 6263.035156
	Iteration 15Q: 3 clusters Score -3.432695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304503 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34326976.000000 Penalty: 6263.035156
	Iteration 16Q: 3 clusters Score -3.432698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304500 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34326992.000000 Penalty: 6263.035156
	Iteration 17Q: 3 clusters Score -3.432699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304501 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34327024.000000 Penalty: 6263.035156
	Iteration 18Q: 3 clusters Score -3.432702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304501 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34327016.000000 Penalty: 6263.035156
	Iteration 19Q: 3 clusters Score -3.432702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304501 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34327016.000000 Penalty: 6263.035156
	Iteration 20F: 3 clusters Score -3.432702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304500 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34327028.000000 Penalty: 6263.035156
	Iteration 21Q: 3 clusters Score -3.432703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304500 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34327024.000000 Penalty: 6263.035156
	Iteration 22Q: 3 clusters Score -3.432702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304499 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34327024.000000 Penalty: 6263.035156
	Iteration 23Q: 3 clusters Score -3.432702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304498 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34327028.000000 Penalty: 6263.035156
	Iteration 24Q: 3 clusters Score -3.432703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304498 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34327028.000000 Penalty: 6263.035156
	Iteration 25F: 3 clusters Score -3.432703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49461 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119465 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76213 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41083 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930648.000000 Penalty: 147466.703125
Iteration 359Q: 44 clusters Score -1.109306e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119461 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76214 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930656.000000 Penalty: 147466.703125
Iteration 360F: 44 clusters Score -1.109307e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119457 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76215 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930664.000000 Penalty: 147466.703125
Iteration 361Q: 44 clusters Score -1.109307e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119456 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76215 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930632.000000 Penalty: 147466.703125
Iteration 362Q: 44 clusters Score -1.109306e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119456 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76215 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930632.000000 Penalty: 147466.703125
Iteration 363F: 44 clusters Score -1.109306e+08 nChanged 0
Entering ConstructFrom: 
Score: -110930632.000000 Penalty: 147466.703125
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -49000.371094 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -49000.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47592.960938 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -47592.96 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48539.253906 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -48539.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49167.132812 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -49167.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49450.222656 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -49450.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49678.800781 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -49678.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49759.781250 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -49759.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49794.167969 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -49794.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49833.703125 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -49833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49835.093750 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -49835.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49835.093750 Penalty: 3167.056396
	Iteration 9F: 3 clusters Score -49835.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119456 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76215 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304704 members 
Mstep: Class 44 contains 430 members 
Entering Unmasked Estep 
Score: -110929744.000000 Penalty: 150896.156250
Splitting cluster 1 changes total score from -110930632.000000 to -110929744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -68136.187500 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -68136.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66499.140625 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -66499.14 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66981.570312 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -66981.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67200.562500 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -67200.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67339.531250 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -67339.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67586.343750 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -67586.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67766.929688 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -67766.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67850.218750 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -67850.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67976.937500 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -67976.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68139.070312 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -68139.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68271.710938 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -68271.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68370.921875 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -68370.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68410.015625 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -68410.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68415.656250 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -68415.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68423.320312 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -68423.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68428.312500 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -68428.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68442.796875 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -68442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68456.937500 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -68456.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68484.976562 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -68484.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68505.281250 Penalty: 3276.227783
	Iteration 18Q: 3 clusters Score -68505.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68531.757812 Penalty: 3276.227783
	Iteration 19Q: 3 clusters Score -68531.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68531.757812 Penalty: 3276.227783
	Iteration 20F: 3 clusters Score -68531.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 119456 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 13545 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 76215 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 110701 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1958 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 12637 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 33406 members 
Mstep: Class 41 contains 41084 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 304704 members 
Mstep: Class 44 contains 259 members 
Entering Unmasked Estep 
Score: -110929280.000000 Penalty: 150896.156250
Splitting cluster 2 changes total score from -110930632.000000 to -110929280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -492222.625000 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -492222.6 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 2181 members 
Entering Unmasked Estep 
Score: -488076.687500 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -488076.7 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -489032.281250 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -489032.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -489219.843750 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -489219.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -489323.093750 Penalty: 4167.283691
	Iteration 3Q: 3 clusters Score -489323.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -489387.906250 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -489387.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -489430.218750 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -489430.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -489466.500000 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -489466.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -489491.593750 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -489491.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -489508.750000 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -489508.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -489528.375000 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -489528.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -489542.187500 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -489542.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -489556.937500 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -489556.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -489568.250000 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -489568.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -489578.500000 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -489578.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -489592.062500 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -489592.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -489611.093750 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -489611.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -489626.531250 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -489626.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -489638.562500 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -489638.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -489656.531250 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -489656.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -489673.562500 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -489673.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -489693.937500 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -489693.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -489712.781250 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -489712.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -489727.687500 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -489727.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -489746.250000 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -489746.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -489766.531250 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -489766.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -489786.562500 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -489786.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -489820.093750 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -489820.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -489855.406250 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -489855.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -489899.031250 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -489899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -489952.500000 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -489952.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -490019.562500 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -490019.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -490083.093750 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -490083.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -490139.187500 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -490139.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -490195.062500 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -490195.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -490243.625000 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -490243.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -490301.750000 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -490301.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -490359.718750 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -490359.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -490409.468750 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -490409.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -490448.781250 Penalty: 4167.283691
	Iteration 38Q: 3 clusters Score -490448.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -490493.125000 Penalty: 4167.283691
	Iteration 39Q: 3 clusters Score -490493.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -490526.062500 Penalty: 4167.283691
	Iteration 40F: 3 clusters Score -490526.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -490549.000000 Penalty: 4167.283691
	Iteration 41Q: 3 clusters Score -490549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -490569.593750 Penalty: 4167.283691
	Iteration 42Q: 3 clusters Score -490569.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -490585.156250 Penalty: 4167.283691
	Iteration 43Q: 3 clusters Score -490585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -490594.218750 Penalty: 4167.283691
	Iteration 44Q: 3 clusters Score -490594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -490606.593750 Penalty: 4167.283691
	Iteration 45Q: 3 clusters Score -490606.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -490623.781250 Penalty: 4167.283691
	Iteration 46Q: 3 clusters Score -490623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -490629.406250 Penalty: 4167.283691
	Iteration 47Q: 3 clusters Score -490629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -490631.156250 Penalty: 4167.283691
	Iteration 48Q: 3 clusters Score -490631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -490632.593750 Penalty: 4167.283691
	Iteration 49Q: 3 clusters Score -490632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -490633.625000 Penalty: 4167.283691
	Iteration 50Q: 3 clusters Score -490633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -490634.093750 Penalty: 4167.283691
	Iteration 51Q: 3 clusters Score -490634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -490635.093750 Penalty: 4167.283691
	Iteration 52Q: 3 clusters Score -490635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -490636.218750 Penalty: 4167.283691
	Iteration 53Q: 3 clusters Score -490636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -490636.625000 Penalty: 4167.283691
	Iteration 54Q: 3 clusters Score -490636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -490636.625000 Penalty: 4167.283691
	Iteration 55F: 3 clusters Score -490636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Entering Unmasked Estep 
Score: -5474793.000000 Penalty: 2680.632080
	Iteration 0F: 2 clusters Score -5474793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5441468.000000 Penalty: 5361.264160
	Iteration 0F: 3 clusters Score -5441468 nChanged 22916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5454203.500000 Penalty: 5361.264160
	Iteration 1F: 3 clusters Score -5454204 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5454852.500000 Penalty: 5361.264160
	Iteration 2Q: 3 clusters Score -5454852 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5455610.500000 Penalty: 5361.264160
	Iteration 3Q: 3 clusters Score -5455610 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5456741.000000 Penalty: 5361.264160
	Iteration 4Q: 3 clusters Score -5456741 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5458596.500000 Penalty: 5361.264160
	Iteration 5F: 3 clusters Score -5458596 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5461472.500000 Penalty: 5361.264160
	Iteration 6F: 3 clusters Score -5461472 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5465308.500000 Penalty: 5361.264160
	Iteration 7F: 3 clusters Score -5465308 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5468829.500000 Penalty: 5361.264160
	Iteration 8F: 3 clusters Score -5468830 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5470997.500000 Penalty: 5361.264160
	Iteration 9Q: 3 clusters Score -5470998 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5472028.000000 Penalty: 5361.264160
	Iteration 10Q: 3 clusters Score -5472028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5472367.000000 Penalty: 5361.264160
	Iteration 11Q: 3 clusters Score -5472367 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5472499.000000 Penalty: 5361.264160
	Iteration 12Q: 3 clusters Score -5472499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5472552.500000 Penalty: 5361.264160
	Iteration 13Q: 3 clusters Score -5472552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5472577.000000 Penalty: 5361.264160
	Iteration 14Q: 3 clusters Score -5472577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5472593.500000 Penalty: 5361.264160
	Iteration 15Q: 3 clusters Score -5472594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5472601.500000 Penalty: 5361.264160
	Iteration 16Q: 3 clusters Score -5472602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5472625.000000 Penalty: 5361.264160
	Iteration 17Q: 3 clusters Score -5472625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5472629.500000 Penalty: 5361.264160
	Iteration 18Q: 3 clusters Score -5472630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5472640.500000 Penalty: 5361.264160
	Iteration 19Q: 3 clusters Score -5472640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5472646.000000 Penalty: 5361.264160
	Iteration 20F: 3 clusters Score -5472646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5472647.000000 Penalty: 5361.264160
	Iteration 21Q: 3 clusters Score -5472647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5472652.000000 Penalty: 5361.264160
	Iteration 22Q: 3 clusters Score -5472652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5472652.000000 Penalty: 5361.264160
	Iteration 23Q: 3 clusters Score -5472652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5472653.000000 Penalty: 5361.264160
	Iteration 24Q: 3 clusters Score -5472653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5472658.000000 Penalty: 5361.264160
	Iteration 25Q: 3 clusters Score -5472658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5472666.000000 Penalty: 5361.264160
	Iteration 26Q: 3 clusters Score -5472666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5472664.000000 Penalty: 5361.264160
	Iteration 27Q: 3 clusters Score -5472664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5472664.500000 Penalty: 5361.264160
	Iteration 28Q: 3 clusters Score -5472664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5472664.500000 Penalty: 5361.264160
	Iteration 29Q: 3 clusters Score -5472664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5472672.000000 Penalty: 5361.264160
	Iteration 30Q: 3 clusters Score -5472672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5472676.000000 Penalty: 5361.264160
	Iteration 31Q: 3 clusters Score -5472676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5472676.000000 Penalty: 5361.264160
	Iteration 32Q: 3 clusters Score -5472676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5472671.500000 Penalty: 5361.264160
	Iteration 33Q: 3 clusters Score -5472672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5472671.500000 Penalty: 5361.264160
	Iteration 34F: 3 clusters Score -5472672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -337074.843750 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -337074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -333784.281250 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -333784.3 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -334410.531250 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -334410.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -334550.687500 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -334550.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -334636.750000 Penalty: 3969.502441
	Iteration 3Q: 3 clusters Score -334636.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -334695.312500 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -334695.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334740.750000 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -334740.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -334771.281250 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -334771.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -334793.500000 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -334793.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -334813.375000 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -334813.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -334825.500000 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -334825.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -334834.781250 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -334834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -334841.093750 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -334841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -334844.156250 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -334844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -334848.812500 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -334848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -334853.968750 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -334854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -334860.031250 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -334860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -334865.468750 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -334865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -334868.906250 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -334868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -334870.843750 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -334870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -334869.750000 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -334869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -334870.156250 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -334870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -33864.808594 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -33864.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32488.152344 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -32488.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32641.605469 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -32641.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32684.103516 Penalty: 2946.324951
	Iteration 2Q: 3 clusters Score -32684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32702.214844 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -32702.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32724.380859 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -32724.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32748.013672 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -32748.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32762.238281 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -32762.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32765.841797 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -32765.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32766.599609 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -32766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32770.707031 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -32770.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32779.582031 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -32779.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32787.156250 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -32787.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32787.156250 Penalty: 2946.324951
	Iteration 12F: 3 clusters Score -32787.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -785111.375000 Penalty: 2197.895996
	Iteration 0F: 2 clusters Score -785111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -779283.250000 Penalty: 4395.791992
	Iteration 0F: 3 clusters Score -779283.2 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -780732.375000 Penalty: 4395.791992
	Iteration 1F: 3 clusters Score -780732.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -780962.437500 Penalty: 4395.791992
	Iteration 2F: 3 clusters Score -780962.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -781112.250000 Penalty: 4395.791992
	Iteration 3Q: 3 clusters Score -781112.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -781225.250000 Penalty: 4395.791992
	Iteration 4Q: 3 clusters Score -781225.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -781339.187500 Penalty: 4395.791992
	Iteration 5Q: 3 clusters Score -781339.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -781460.687500 Penalty: 4395.791992
	Iteration 6Q: 3 clusters Score -781460.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -781577.625000 Penalty: 4395.791992
	Iteration 7Q: 3 clusters Score -781577.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -781679.375000 Penalty: 4395.791992
	Iteration 8Q: 3 clusters Score -781679.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -781818.625000 Penalty: 4395.791992
	Iteration 9Q: 3 clusters Score -781818.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -781965.562500 Penalty: 4395.791992
	Iteration 10Q: 3 clusters Score -781965.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -782113.500000 Penalty: 4395.791992
	Iteration 11Q: 3 clusters Score -782113.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -782276.187500 Penalty: 4395.791992
	Iteration 12Q: 3 clusters Score -782276.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -782421.000000 Penalty: 4395.791992
	Iteration 13Q: 3 clusters Score -782421 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -782544.000000 Penalty: 4395.791992
	Iteration 14Q: 3 clusters Score -782544 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -782647.062500 Penalty: 4395.791992
	Iteration 15Q: 3 clusters Score -782647.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -782741.750000 Penalty: 4395.791992
	Iteration 16Q: 3 clusters Score -782741.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -782841.625000 Penalty: 4395.791992
	Iteration 17Q: 3 clusters Score -782841.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -782927.437500 Penalty: 4395.791992
	Iteration 18Q: 3 clusters Score -782927.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -782990.562500 Penalty: 4395.791992
	Iteration 19Q: 3 clusters Score -782990.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -783032.875000 Penalty: 4395.791992
	Iteration 20F: 3 clusters Score -783032.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -783062.375000 Penalty: 4395.791992
	Iteration 21Q: 3 clusters Score -783062.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -783094.000000 Penalty: 4395.791992
	Iteration 22Q: 3 clusters Score -783094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -783126.187500 Penalty: 4395.791992
	Iteration 23Q: 3 clusters Score -783126.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -783150.125000 Penalty: 4395.791992
	Iteration 24Q: 3 clusters Score -783150.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -783168.687500 Penalty: 4395.791992
	Iteration 25Q: 3 clusters Score -783168.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -783176.750000 Penalty: 4395.791992
	Iteration 26Q: 3 clusters Score -783176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -783184.125000 Penalty: 4395.791992
	Iteration 27Q: 3 clusters Score -783184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -783194.687500 Penalty: 4395.791992
	Iteration 28Q: 3 clusters Score -783194.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -783205.250000 Penalty: 4395.791992
	Iteration 29Q: 3 clusters Score -783205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -783210.687500 Penalty: 4395.791992
	Iteration 30Q: 3 clusters Score -783210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -783220.062500 Penalty: 4395.791992
	Iteration 31Q: 3 clusters Score -783220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -783230.812500 Penalty: 4395.791992
	Iteration 32Q: 3 clusters Score -783230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -783234.562500 Penalty: 4395.791992
	Iteration 33Q: 3 clusters Score -783234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -783238.812500 Penalty: 4395.791992
	Iteration 34Q: 3 clusters Score -783238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -783240.125000 Penalty: 4395.791992
	Iteration 35Q: 3 clusters Score -783240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -783242.187500 Penalty: 4395.791992
	Iteration 36Q: 3 clusters Score -783242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -783243.937500 Penalty: 4395.791992
	Iteration 37Q: 3 clusters Score -783243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -783244.750000 Penalty: 4395.791992
	Iteration 38Q: 3 clusters Score -783244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -783245.000000 Penalty: 4395.791992
	Iteration 39Q: 3 clusters Score -783245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -783245.000000 Penalty: 4395.791992
	Iteration 40F: 3 clusters Score -783245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -1968745.625000 Penalty: 2416.240967
	Iteration 0F: 2 clusters Score -1968746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1956525.875000 Penalty: 4832.481934
	Iteration 0F: 3 clusters Score -1956526 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1960525.125000 Penalty: 4832.481934
	Iteration 1F: 3 clusters Score -1960525 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1960824.625000 Penalty: 4832.481934
	Iteration 2F: 3 clusters Score -1960825 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1961077.250000 Penalty: 4832.481934
	Iteration 3Q: 3 clusters Score -1961077 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1961256.500000 Penalty: 4832.481934
	Iteration 4Q: 3 clusters Score -1961256 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1961401.375000 Penalty: 4832.481934
	Iteration 5Q: 3 clusters Score -1961401 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1961533.000000 Penalty: 4832.481934
	Iteration 6Q: 3 clusters Score -1961533 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1961685.125000 Penalty: 4832.481934
	Iteration 7Q: 3 clusters Score -1961685 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1961847.125000 Penalty: 4832.481934
	Iteration 8Q: 3 clusters Score -1961847 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1962068.750000 Penalty: 4832.481934
	Iteration 9Q: 3 clusters Score -1962069 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1962387.375000 Penalty: 4832.481934
	Iteration 10Q: 3 clusters Score -1962387 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1962793.375000 Penalty: 4832.481934
	Iteration 11Q: 3 clusters Score -1962793 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1963383.125000 Penalty: 4832.481934
	Iteration 12F: 3 clusters Score -1963383 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1964180.000000 Penalty: 4832.481934
	Iteration 13F: 3 clusters Score -1964180 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1965030.000000 Penalty: 4832.481934
	Iteration 14F: 3 clusters Score -1965030 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1965671.625000 Penalty: 4832.481934
	Iteration 15Q: 3 clusters Score -1965672 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1966077.375000 Penalty: 4832.481934
	Iteration 16Q: 3 clusters Score -1966077 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1966318.375000 Penalty: 4832.481934
	Iteration 17Q: 3 clusters Score -1966318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1966448.125000 Penalty: 4832.481934
	Iteration 18Q: 3 clusters Score -1966448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1966509.250000 Penalty: 4832.481934
	Iteration 19Q: 3 clusters Score -1966509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1966542.750000 Penalty: 4832.481934
	Iteration 20F: 3 clusters Score -1966543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1966562.500000 Penalty: 4832.481934
	Iteration 21Q: 3 clusters Score -1966562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1966575.500000 Penalty: 4832.481934
	Iteration 22Q: 3 clusters Score -1966576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1966581.000000 Penalty: 4832.481934
	Iteration 23Q: 3 clusters Score -1966581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1966588.125000 Penalty: 4832.481934
	Iteration 24Q: 3 clusters Score -1966588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1966590.000000 Penalty: 4832.481934
	Iteration 25Q: 3 clusters Score -1966590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1966590.000000 Penalty: 4832.481934
	Iteration 26F: 3 clusters Score -1966590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Entering Unmasked Estep 
Score: -13544088.000000 Penalty: 2899.294434
	Iteration 0F: 2 clusters Score -1.354409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -13464459.000000 Penalty: 5798.588867
	Iteration 0F: 3 clusters Score -1.346446e+07 nChanged 56654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -13496693.000000 Penalty: 5798.588867
	Iteration 1F: 3 clusters Score -1.349669e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -13497557.000000 Penalty: 5798.588867
	Iteration 2Q: 3 clusters Score -1.349756e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -13498896.000000 Penalty: 5798.588867
	Iteration 3Q: 3 clusters Score -1.34989e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -13501222.000000 Penalty: 5798.588867
	Iteration 4Q: 3 clusters Score -1.350122e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -13505647.000000 Penalty: 5798.588867
	Iteration 5F: 3 clusters Score -1.350565e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -13513510.000000 Penalty: 5798.588867
	Iteration 6F: 3 clusters Score -1.351351e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -13524593.000000 Penalty: 5798.588867
	Iteration 7F: 3 clusters Score -1.352459e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -13534548.000000 Penalty: 5798.588867
	Iteration 8F: 3 clusters Score -1.353455e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -13539455.000000 Penalty: 5798.588867
	Iteration 9Q: 3 clusters Score -1.353946e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -13540918.000000 Penalty: 5798.588867
	Iteration 10Q: 3 clusters Score -1.354092e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
Score: -13541246.000000 Penalty: 5798.588867
	Iteration 11Q: 3 clusters Score -1.354125e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 119252 members 
Entering Unmasked Estep 
Score: -13541349.000000 Penalty: 5798.588867
	Iteration 12Q: 3 clusters Score -1.354135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -13541381.000000 Penalty: 5798.588867
	Iteration 13Q: 3 clusters Score -1.354138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -13541427.000000 Penalty: 5798.588867
	Iteration 14Q: 3 clusters Score -1.354143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 119274 members 
Entering Unmasked Estep 
Score: -13541423.000000 Penalty: 5798.588867
	Iteration 15Q: 3 clusters Score -1.354142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -13541431.000000 Penalty: 5798.588867
	Iteration 16Q: 3 clusters Score -1.354143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -13541434.000000 Penalty: 5798.588867
	Iteration 17Q: 3 clusters Score -1.354143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -13541442.000000 Penalty: 5798.588867
	Iteration 18Q: 3 clusters Score -1.354144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119275 members 
Entering Unmasked Estep 
Score: -13541449.000000 Penalty: 5798.588867
	Iteration 19Q: 3 clusters Score -1.354145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119275 members 
Entering Unmasked Estep 
Score: -13541449.000000 Penalty: 5798.588867
	Iteration 20F: 3 clusters Score -1.354145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -113158.890625 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -113158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111132.234375 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -111132.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111441.390625 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -111441.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111548.023438 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -111548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111603.757812 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -111603.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111639.429688 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -111639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111670.039062 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -111670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111688.625000 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -111688.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111706.671875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -111706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111715.953125 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -111716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111721.109375 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -111721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111724.312500 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -111724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111727.171875 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -111727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111732.578125 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -111732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111737.125000 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -111737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111738.335938 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -111738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111741.304688 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -111741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111742.640625 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -111742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111742.640625 Penalty: 3478.902100
	Iteration 17F: 3 clusters Score -111742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -314039.968750 Penalty: 1999.013916
	Iteration 0F: 2 clusters Score -314040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -310794.062500 Penalty: 3998.027832
	Iteration 0F: 3 clusters Score -310794.1 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -311921.812500 Penalty: 3998.027832
	Iteration 1F: 3 clusters Score -311921.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -312274.500000 Penalty: 3998.027832
	Iteration 2F: 3 clusters Score -312274.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -312510.843750 Penalty: 3998.027832
	Iteration 3F: 3 clusters Score -312510.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -312659.187500 Penalty: 3998.027832
	Iteration 4Q: 3 clusters Score -312659.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -312728.531250 Penalty: 3998.027832
	Iteration 5Q: 3 clusters Score -312728.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -312775.468750 Penalty: 3998.027832
	Iteration 6Q: 3 clusters Score -312775.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -312807.906250 Penalty: 3998.027832
	Iteration 7Q: 3 clusters Score -312807.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -312832.156250 Penalty: 3998.027832
	Iteration 8Q: 3 clusters Score -312832.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -312861.343750 Penalty: 3998.027832
	Iteration 9Q: 3 clusters Score -312861.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -312880.656250 Penalty: 3998.027832
	Iteration 10Q: 3 clusters Score -312880.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -312894.500000 Penalty: 3998.027832
	Iteration 11Q: 3 clusters Score -312894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -312903.625000 Penalty: 3998.027832
	Iteration 12Q: 3 clusters Score -312903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -312907.500000 Penalty: 3998.027832
	Iteration 13Q: 3 clusters Score -312907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -312914.750000 Penalty: 3998.027832
	Iteration 14Q: 3 clusters Score -312914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -312926.750000 Penalty: 3998.027832
	Iteration 15Q: 3 clusters Score -312926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -312936.312500 Penalty: 3998.027832
	Iteration 16Q: 3 clusters Score -312936.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -312944.031250 Penalty: 3998.027832
	Iteration 17Q: 3 clusters Score -312944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -312949.281250 Penalty: 3998.027832
	Iteration 18Q: 3 clusters Score -312949.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -312954.312500 Penalty: 3998.027832
	Iteration 19Q: 3 clusters Score -312954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -312957.531250 Penalty: 3998.027832
	Iteration 20F: 3 clusters Score -312957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -1505623.000000 Penalty: 2359.415771
	Iteration 0F: 2 clusters Score -1505623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1495737.625000 Penalty: 4718.831543
	Iteration 0F: 3 clusters Score -1495738 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1498950.750000 Penalty: 4718.831543
	Iteration 1F: 3 clusters Score -1498951 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1499616.625000 Penalty: 4718.831543
	Iteration 2F: 3 clusters Score -1499617 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1500303.500000 Penalty: 4718.831543
	Iteration 3F: 3 clusters Score -1500304 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1500920.375000 Penalty: 4718.831543
	Iteration 4F: 3 clusters Score -1500920 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1501488.750000 Penalty: 4718.831543
	Iteration 5F: 3 clusters Score -1501489 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1501934.500000 Penalty: 4718.831543
	Iteration 6F: 3 clusters Score -1501934 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1502302.125000 Penalty: 4718.831543
	Iteration 7Q: 3 clusters Score -1502302 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1502578.125000 Penalty: 4718.831543
	Iteration 8Q: 3 clusters Score -1502578 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1502780.250000 Penalty: 4718.831543
	Iteration 9Q: 3 clusters Score -1502780 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1502992.125000 Penalty: 4718.831543
	Iteration 10Q: 3 clusters Score -1502992 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1503168.875000 Penalty: 4718.831543
	Iteration 11Q: 3 clusters Score -1503169 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1503331.875000 Penalty: 4718.831543
	Iteration 12Q: 3 clusters Score -1503332 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1503451.000000 Penalty: 4718.831543
	Iteration 13Q: 3 clusters Score -1503451 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1503551.250000 Penalty: 4718.831543
	Iteration 14Q: 3 clusters Score -1503551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1503628.000000 Penalty: 4718.831543
	Iteration 15Q: 3 clusters Score -1503628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1503699.875000 Penalty: 4718.831543
	Iteration 16Q: 3 clusters Score -1503700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1503749.375000 Penalty: 4718.831543
	Iteration 17Q: 3 clusters Score -1503749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1503800.250000 Penalty: 4718.831543
	Iteration 18Q: 3 clusters Score -1503800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1503842.875000 Penalty: 4718.831543
	Iteration 19Q: 3 clusters Score -1503843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1503867.625000 Penalty: 4718.831543
	Iteration 20F: 3 clusters Score -1503868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1503895.625000 Penalty: 4718.831543
	Iteration 21Q: 3 clusters Score -1503896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1503916.625000 Penalty: 4718.831543
	Iteration 22Q: 3 clusters Score -1503917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1503941.875000 Penalty: 4718.831543
	Iteration 23Q: 3 clusters Score -1503942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1503949.750000 Penalty: 4718.831543
	Iteration 24Q: 3 clusters Score -1503950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1503959.000000 Penalty: 4718.831543
	Iteration 25Q: 3 clusters Score -1503959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1503965.125000 Penalty: 4718.831543
	Iteration 26Q: 3 clusters Score -1503965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1503976.500000 Penalty: 4718.831543
	Iteration 27Q: 3 clusters Score -1503976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1503980.250000 Penalty: 4718.831543
	Iteration 28Q: 3 clusters Score -1503980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1503983.625000 Penalty: 4718.831543
	Iteration 29Q: 3 clusters Score -1503984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1503988.250000 Penalty: 4718.831543
	Iteration 30Q: 3 clusters Score -1503988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1503993.250000 Penalty: 4718.831543
	Iteration 31Q: 3 clusters Score -1503993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1503998.500000 Penalty: 4718.831543
	Iteration 32Q: 3 clusters Score -1503998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1504000.625000 Penalty: 4718.831543
	Iteration 33Q: 3 clusters Score -1504001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1504000.000000 Penalty: 4718.831543
	Iteration 34Q: 3 clusters Score -1504000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1504000.125000 Penalty: 4718.831543
	Iteration 35Q: 3 clusters Score -1504000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1503997.875000 Penalty: 4718.831543
	Iteration 36Q: 3 clusters Score -1503998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1504001.125000 Penalty: 4718.831543
	Iteration 37Q: 3 clusters Score -1504001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1504002.125000 Penalty: 4718.831543
	Iteration 38Q: 3 clusters Score -1504002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1504001.125000 Penalty: 4718.831543
	Iteration 39Q: 3 clusters Score -1504001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1504002.500000 Penalty: 4718.831543
	Iteration 40F: 3 clusters Score -1504002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Entering Unmasked Estep 
Score: -1782725.625000 Penalty: 2403.223633
	Iteration 0F: 2 clusters Score -1782726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1770969.125000 Penalty: 4806.447266
	Iteration 0F: 3 clusters Score -1770969 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1774771.875000 Penalty: 4806.447266
	Iteration 1F: 3 clusters Score -1774772 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1775278.000000 Penalty: 4806.447266
	Iteration 2F: 3 clusters Score -1775278 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1775869.375000 Penalty: 4806.447266
	Iteration 3F: 3 clusters Score -1775869 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1776441.000000 Penalty: 4806.447266
	Iteration 4F: 3 clusters Score -1776441 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1776930.000000 Penalty: 4806.447266
	Iteration 5F: 3 clusters Score -1776930 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1777377.500000 Penalty: 4806.447266
	Iteration 6F: 3 clusters Score -1777378 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1777904.000000 Penalty: 4806.447266
	Iteration 7F: 3 clusters Score -1777904 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1778511.500000 Penalty: 4806.447266
	Iteration 8F: 3 clusters Score -1778512 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1779147.375000 Penalty: 4806.447266
	Iteration 9F: 3 clusters Score -1779147 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1779725.500000 Penalty: 4806.447266
	Iteration 10Q: 3 clusters Score -1779726 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1780140.375000 Penalty: 4806.447266
	Iteration 11Q: 3 clusters Score -1780140 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1780462.875000 Penalty: 4806.447266
	Iteration 12Q: 3 clusters Score -1780463 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1780705.625000 Penalty: 4806.447266
	Iteration 13Q: 3 clusters Score -1780706 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1780937.250000 Penalty: 4806.447266
	Iteration 14Q: 3 clusters Score -1780937 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1781092.625000 Penalty: 4806.447266
	Iteration 15Q: 3 clusters Score -1781093 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1781208.500000 Penalty: 4806.447266
	Iteration 16Q: 3 clusters Score -1781208 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1781303.750000 Penalty: 4806.447266
	Iteration 17Q: 3 clusters Score -1781304 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1781413.250000 Penalty: 4806.447266
	Iteration 18Q: 3 clusters Score -1781413 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1781531.750000 Penalty: 4806.447266
	Iteration 19Q: 3 clusters Score -1781532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1781660.750000 Penalty: 4806.447266
	Iteration 20F: 3 clusters Score -1781661 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1781778.375000 Penalty: 4806.447266
	Iteration 21Q: 3 clusters Score -1781778 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1781860.500000 Penalty: 4806.447266
	Iteration 22Q: 3 clusters Score -1781860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1781906.500000 Penalty: 4806.447266
	Iteration 23Q: 3 clusters Score -1781906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1781913.375000 Penalty: 4806.447266
	Iteration 24Q: 3 clusters Score -1781913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1781923.625000 Penalty: 4806.447266
	Iteration 25Q: 3 clusters Score -1781924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1781932.875000 Penalty: 4806.447266
	Iteration 26Q: 3 clusters Score -1781933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1781936.375000 Penalty: 4806.447266
	Iteration 27Q: 3 clusters Score -1781936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1781942.250000 Penalty: 4806.447266
	Iteration 28Q: 3 clusters Score -1781942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1781946.125000 Penalty: 4806.447266
	Iteration 29Q: 3 clusters Score -1781946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1781953.500000 Penalty: 4806.447266
	Iteration 30Q: 3 clusters Score -1781954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1781953.375000 Penalty: 4806.447266
	Iteration 31Q: 3 clusters Score -1781953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1781954.000000 Penalty: 4806.447266
	Iteration 32Q: 3 clusters Score -1781954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1781956.375000 Penalty: 4806.447266
	Iteration 33Q: 3 clusters Score -1781956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1781955.000000 Penalty: 4806.447266
	Iteration 34Q: 3 clusters Score -1781955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1781958.000000 Penalty: 4806.447266
	Iteration 35Q: 3 clusters Score -1781958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1781959.125000 Penalty: 4806.447266
	Iteration 36Q: 3 clusters Score -1781959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1781958.375000 Penalty: 4806.447266
	Iteration 37Q: 3 clusters Score -1781958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1781958.750000 Penalty: 4806.447266
	Iteration 38Q: 3 clusters Score -1781959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1781957.750000 Penalty: 4806.447266
	Iteration 39Q: 3 clusters Score -1781958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1781957.750000 Penalty: 4806.447266
	Iteration 40F: 3 clusters Score -1781958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1781957.875000 Penalty: 4806.447266
	Iteration 41Q: 3 clusters Score -1781958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1781957.875000 Penalty: 4806.447266
	Iteration 42F: 3 clusters Score -1781958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -1647734.875000 Penalty: 2374.475342
	Iteration 0F: 2 clusters Score -1647735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1637245.750000 Penalty: 4748.950684
	Iteration 0F: 3 clusters Score -1637246 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1640515.375000 Penalty: 4748.950684
	Iteration 1F: 3 clusters Score -1640515 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1640888.375000 Penalty: 4748.950684
	Iteration 2F: 3 clusters Score -1640888 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1641212.250000 Penalty: 4748.950684
	Iteration 3F: 3 clusters Score -1641212 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1641501.500000 Penalty: 4748.950684
	Iteration 4Q: 3 clusters Score -1641502 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1641796.625000 Penalty: 4748.950684
	Iteration 5Q: 3 clusters Score -1641797 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1642176.250000 Penalty: 4748.950684
	Iteration 6Q: 3 clusters Score -1642176 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1642626.125000 Penalty: 4748.950684
	Iteration 7F: 3 clusters Score -1642626 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1643154.875000 Penalty: 4748.950684
	Iteration 8F: 3 clusters Score -1643155 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1643706.625000 Penalty: 4748.950684
	Iteration 9F: 3 clusters Score -1643707 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1644231.875000 Penalty: 4748.950684
	Iteration 10Q: 3 clusters Score -1644232 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1644683.625000 Penalty: 4748.950684
	Iteration 11Q: 3 clusters Score -1644684 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1645061.375000 Penalty: 4748.950684
	Iteration 12Q: 3 clusters Score -1645061 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1645296.250000 Penalty: 4748.950684
	Iteration 13Q: 3 clusters Score -1645296 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1645427.750000 Penalty: 4748.950684
	Iteration 14Q: 3 clusters Score -1645428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1645501.500000 Penalty: 4748.950684
	Iteration 15Q: 3 clusters Score -1645502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1645540.875000 Penalty: 4748.950684
	Iteration 16Q: 3 clusters Score -1645541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1645571.000000 Penalty: 4748.950684
	Iteration 17Q: 3 clusters Score -1645571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1645600.250000 Penalty: 4748.950684
	Iteration 18Q: 3 clusters Score -1645600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1645624.000000 Penalty: 4748.950684
	Iteration 19Q: 3 clusters Score -1645624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1645655.625000 Penalty: 4748.950684
	Iteration 20F: 3 clusters Score -1645656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1645679.875000 Penalty: 4748.950684
	Iteration 21Q: 3 clusters Score -1645680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1645689.875000 Penalty: 4748.950684
	Iteration 22Q: 3 clusters Score -1645690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1645708.125000 Penalty: 4748.950684
	Iteration 23Q: 3 clusters Score -1645708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1645725.125000 Penalty: 4748.950684
	Iteration 24Q: 3 clusters Score -1645725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1645736.875000 Penalty: 4748.950684
	Iteration 25Q: 3 clusters Score -1645737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1645748.875000 Penalty: 4748.950684
	Iteration 26Q: 3 clusters Score -1645749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1645754.750000 Penalty: 4748.950684
	Iteration 27Q: 3 clusters Score -1645755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1645761.625000 Penalty: 4748.950684
	Iteration 28Q: 3 clusters Score -1645762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1645767.250000 Penalty: 4748.950684
	Iteration 29Q: 3 clusters Score -1645767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1645771.375000 Penalty: 4748.950684
	Iteration 30Q: 3 clusters Score -1645771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1645776.125000 Penalty: 4748.950684
	Iteration 31Q: 3 clusters Score -1645776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1645783.000000 Penalty: 4748.950684
	Iteration 32Q: 3 clusters Score -1645783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1645789.625000 Penalty: 4748.950684
	Iteration 33Q: 3 clusters Score -1645790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1645795.750000 Penalty: 4748.950684
	Iteration 34Q: 3 clusters Score -1645796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1645796.000000 Penalty: 4748.950684
	Iteration 35Q: 3 clusters Score -1645796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1645791.750000 Penalty: 4748.950684
	Iteration 36Q: 3 clusters Score -1645792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1645798.000000 Penalty: 4748.950684
	Iteration 37Q: 3 clusters Score -1645798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1645806.625000 Penalty: 4748.950684
	Iteration 38Q: 3 clusters Score -1645807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1645804.875000 Penalty: 4748.950684
	Iteration 39Q: 3 clusters Score -1645805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1645806.750000 Penalty: 4748.950684
	Iteration 40F: 3 clusters Score -1645807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1645808.000000 Penalty: 4748.950684
	Iteration 41Q: 3 clusters Score -1645808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1645811.750000 Penalty: 4748.950684
	Iteration 42Q: 3 clusters Score -1645812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1645812.500000 Penalty: 4748.950684
	Iteration 43Q: 3 clusters Score -1645812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1645813.500000 Penalty: 4748.950684
	Iteration 44Q: 3 clusters Score -1645814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1645814.250000 Penalty: 4748.950684
	Iteration 45Q: 3 clusters Score -1645814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1645813.250000 Penalty: 4748.950684
	Iteration 46Q: 3 clusters Score -1645813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1645816.250000 Penalty: 4748.950684
	Iteration 47Q: 3 clusters Score -1645816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1645817.750000 Penalty: 4748.950684
	Iteration 48Q: 3 clusters Score -1645818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1645822.375000 Penalty: 4748.950684
	Iteration 49Q: 3 clusters Score -1645822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1645819.125000 Penalty: 4748.950684
	Iteration 50Q: 3 clusters Score -1645819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645824.500000 Penalty: 4748.950684
	Iteration 51Q: 3 clusters Score -1645824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1645824.375000 Penalty: 4748.950684
	Iteration 52Q: 3 clusters Score -1645824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1645824.375000 Penalty: 4748.950684
	Iteration 53F: 3 clusters Score -1645824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Entering Unmasked Estep 
Score: -4164797.000000 Penalty: 2607.091309
	Iteration 0F: 2 clusters Score -4164797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4139702.750000 Penalty: 5214.182617
	Iteration 0F: 3 clusters Score -4139703 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4149003.500000 Penalty: 5214.182617
	Iteration 1F: 3 clusters Score -4149004 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4149553.250000 Penalty: 5214.182617
	Iteration 2Q: 3 clusters Score -4149553 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4150192.750000 Penalty: 5214.182617
	Iteration 3Q: 3 clusters Score -4150193 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4151005.750000 Penalty: 5214.182617
	Iteration 4Q: 3 clusters Score -4151006 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4152071.750000 Penalty: 5214.182617
	Iteration 5F: 3 clusters Score -4152072 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4153463.000000 Penalty: 5214.182617
	Iteration 6F: 3 clusters Score -4153463 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4155210.250000 Penalty: 5214.182617
	Iteration 7F: 3 clusters Score -4155210 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4157121.750000 Penalty: 5214.182617
	Iteration 8F: 3 clusters Score -4157122 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4158763.000000 Penalty: 5214.182617
	Iteration 9F: 3 clusters Score -4158763 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4159825.250000 Penalty: 5214.182617
	Iteration 10Q: 3 clusters Score -4159825 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4160409.250000 Penalty: 5214.182617
	Iteration 11Q: 3 clusters Score -4160409 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4160792.250000 Penalty: 5214.182617
	Iteration 12Q: 3 clusters Score -4160792 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4161168.750000 Penalty: 5214.182617
	Iteration 13Q: 3 clusters Score -4161169 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4161480.750000 Penalty: 5214.182617
	Iteration 14Q: 3 clusters Score -4161481 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4161828.000000 Penalty: 5214.182617
	Iteration 15Q: 3 clusters Score -4161828 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4162109.750000 Penalty: 5214.182617
	Iteration 16Q: 3 clusters Score -4162110 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4162336.750000 Penalty: 5214.182617
	Iteration 17Q: 3 clusters Score -4162337 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4162519.750000 Penalty: 5214.182617
	Iteration 18Q: 3 clusters Score -4162520 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4162659.500000 Penalty: 5214.182617
	Iteration 19Q: 3 clusters Score -4162660 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4162799.500000 Penalty: 5214.182617
	Iteration 20F: 3 clusters Score -4162800 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4162867.250000 Penalty: 5214.182617
	Iteration 21Q: 3 clusters Score -4162867 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -4162937.750000 Penalty: 5214.182617
	Iteration 22Q: 3 clusters Score -4162938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4163017.750000 Penalty: 5214.182617
	Iteration 23Q: 3 clusters Score -4163018 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4163055.500000 Penalty: 5214.182617
	Iteration 24Q: 3 clusters Score -4163056 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4163095.250000 Penalty: 5214.182617
	Iteration 25Q: 3 clusters Score -4163095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4163124.750000 Penalty: 5214.182617
	Iteration 26Q: 3 clusters Score -4163125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4163137.500000 Penalty: 5214.182617
	Iteration 27Q: 3 clusters Score -4163138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4163167.250000 Penalty: 5214.182617
	Iteration 28Q: 3 clusters Score -4163167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4163184.500000 Penalty: 5214.182617
	Iteration 29Q: 3 clusters Score -4163184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4163200.250000 Penalty: 5214.182617
	Iteration 30Q: 3 clusters Score -4163200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4163208.500000 Penalty: 5214.182617
	Iteration 31Q: 3 clusters Score -4163208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4163225.750000 Penalty: 5214.182617
	Iteration 32Q: 3 clusters Score -4163226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4163241.000000 Penalty: 5214.182617
	Iteration 33Q: 3 clusters Score -4163241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4163254.500000 Penalty: 5214.182617
	Iteration 34Q: 3 clusters Score -4163254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4163260.750000 Penalty: 5214.182617
	Iteration 35Q: 3 clusters Score -4163261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4163269.750000 Penalty: 5214.182617
	Iteration 36Q: 3 clusters Score -4163270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4163277.500000 Penalty: 5214.182617
	Iteration 37Q: 3 clusters Score -4163278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4163276.500000 Penalty: 5214.182617
	Iteration 38Q: 3 clusters Score -4163276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4163290.000000 Penalty: 5214.182617
	Iteration 39Q: 3 clusters Score -4163290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -4163281.250000 Penalty: 5214.182617
	Iteration 40F: 3 clusters Score -4163281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -4163285.250000 Penalty: 5214.182617
	Iteration 41Q: 3 clusters Score -4163285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4163288.250000 Penalty: 5214.182617
	Iteration 42Q: 3 clusters Score -4163288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4163283.750000 Penalty: 5214.182617
	Iteration 43Q: 3 clusters Score -4163284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4163294.500000 Penalty: 5214.182617
	Iteration 44Q: 3 clusters Score -4163294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4163287.250000 Penalty: 5214.182617
	Iteration 45Q: 3 clusters Score -4163287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4163286.500000 Penalty: 5214.182617
	Iteration 46Q: 3 clusters Score -4163286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4163292.500000 Penalty: 5214.182617
	Iteration 47Q: 3 clusters Score -4163292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4163297.750000 Penalty: 5214.182617
	Iteration 48Q: 3 clusters Score -4163298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4163296.250000 Penalty: 5214.182617
	Iteration 49Q: 3 clusters Score -4163296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -4163297.250000 Penalty: 5214.182617
	Iteration 50Q: 3 clusters Score -4163297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4163296.750000 Penalty: 5214.182617
	Iteration 51Q: 3 clusters Score -4163297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4163301.000000 Penalty: 5214.182617
	Iteration 52Q: 3 clusters Score -4163301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4163302.750000 Penalty: 5214.182617
	Iteration 53Q: 3 clusters Score -4163303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4163308.750000 Penalty: 5214.182617
	Iteration 54Q: 3 clusters Score -4163309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4163305.000000 Penalty: 5214.182617
	Iteration 55Q: 3 clusters Score -4163305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4163304.500000 Penalty: 5214.182617
	Iteration 56Q: 3 clusters Score -4163304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4163304.500000 Penalty: 5214.182617
	Iteration 57Q: 3 clusters Score -4163304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4163305.000000 Penalty: 5214.182617
	Iteration 58Q: 3 clusters Score -4163305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4163305.000000 Penalty: 5214.182617
	Iteration 59F: 3 clusters Score -4163305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -128923.367188 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -128923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126838.148438 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -126838.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127188.773438 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -127188.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127300.796875 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -127300.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127376.507812 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -127376.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127418.890625 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -127418.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127450.906250 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -127450.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127471.179688 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -127471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127483.562500 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -127483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127490.593750 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -127490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127496.054688 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -127496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127501.390625 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -127501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127505.593750 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -127505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127506.890625 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -127506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127509.171875 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -127509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127509.695312 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -127509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127509.695312 Penalty: 3507.921387
	Iteration 15F: 3 clusters Score -127509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Entering Unmasked Estep 
Score: -1891344.375000 Penalty: 2408.311523
	Iteration 0F: 2 clusters Score -1891344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1879482.375000 Penalty: 4816.623047
	Iteration 0F: 3 clusters Score -1879482 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1883284.500000 Penalty: 4816.623047
	Iteration 1F: 3 clusters Score -1883284 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1883643.125000 Penalty: 4816.623047
	Iteration 2F: 3 clusters Score -1883643 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1883892.125000 Penalty: 4816.623047
	Iteration 3Q: 3 clusters Score -1883892 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1884081.000000 Penalty: 4816.623047
	Iteration 4Q: 3 clusters Score -1884081 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1884253.750000 Penalty: 4816.623047
	Iteration 5Q: 3 clusters Score -1884254 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1884411.000000 Penalty: 4816.623047
	Iteration 6Q: 3 clusters Score -1884411 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1884599.625000 Penalty: 4816.623047
	Iteration 7Q: 3 clusters Score -1884600 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1884792.250000 Penalty: 4816.623047
	Iteration 8Q: 3 clusters Score -1884792 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1885009.875000 Penalty: 4816.623047
	Iteration 9Q: 3 clusters Score -1885010 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1885262.875000 Penalty: 4816.623047
	Iteration 10Q: 3 clusters Score -1885263 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1885545.750000 Penalty: 4816.623047
	Iteration 11Q: 3 clusters Score -1885546 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1885873.375000 Penalty: 4816.623047
	Iteration 12Q: 3 clusters Score -1885873 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1886210.750000 Penalty: 4816.623047
	Iteration 13Q: 3 clusters Score -1886211 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1886582.750000 Penalty: 4816.623047
	Iteration 14Q: 3 clusters Score -1886583 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1886954.000000 Penalty: 4816.623047
	Iteration 15Q: 3 clusters Score -1886954 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1887334.500000 Penalty: 4816.623047
	Iteration 16Q: 3 clusters Score -1887334 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1887662.500000 Penalty: 4816.623047
	Iteration 17Q: 3 clusters Score -1887662 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1887969.875000 Penalty: 4816.623047
	Iteration 18Q: 3 clusters Score -1887970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1888231.750000 Penalty: 4816.623047
	Iteration 19Q: 3 clusters Score -1888232 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1888474.875000 Penalty: 4816.623047
	Iteration 20F: 3 clusters Score -1888475 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1888677.500000 Penalty: 4816.623047
	Iteration 21Q: 3 clusters Score -1888678 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1888836.500000 Penalty: 4816.623047
	Iteration 22Q: 3 clusters Score -1888836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1888946.500000 Penalty: 4816.623047
	Iteration 23Q: 3 clusters Score -1888946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1889030.500000 Penalty: 4816.623047
	Iteration 24Q: 3 clusters Score -1889030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1889086.375000 Penalty: 4816.623047
	Iteration 25Q: 3 clusters Score -1889086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1889150.125000 Penalty: 4816.623047
	Iteration 26Q: 3 clusters Score -1889150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1889173.375000 Penalty: 4816.623047
	Iteration 27Q: 3 clusters Score -1889173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1889203.375000 Penalty: 4816.623047
	Iteration 28Q: 3 clusters Score -1889203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1889230.375000 Penalty: 4816.623047
	Iteration 29Q: 3 clusters Score -1889230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1889259.125000 Penalty: 4816.623047
	Iteration 30Q: 3 clusters Score -1889259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1889281.500000 Penalty: 4816.623047
	Iteration 31Q: 3 clusters Score -1889282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1889300.625000 Penalty: 4816.623047
	Iteration 32Q: 3 clusters Score -1889301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1889308.125000 Penalty: 4816.623047
	Iteration 33Q: 3 clusters Score -1889308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1889314.500000 Penalty: 4816.623047
	Iteration 34Q: 3 clusters Score -1889314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1889323.375000 Penalty: 4816.623047
	Iteration 35Q: 3 clusters Score -1889323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1889326.500000 Penalty: 4816.623047
	Iteration 36Q: 3 clusters Score -1889326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1889336.250000 Penalty: 4816.623047
	Iteration 37Q: 3 clusters Score -1889336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1889343.875000 Penalty: 4816.623047
	Iteration 38Q: 3 clusters Score -1889344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1889345.375000 Penalty: 4816.623047
	Iteration 39Q: 3 clusters Score -1889345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1889350.750000 Penalty: 4816.623047
	Iteration 40F: 3 clusters Score -1889351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1889353.500000 Penalty: 4816.623047
	Iteration 41Q: 3 clusters Score -1889354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1889356.750000 Penalty: 4816.623047
	Iteration 42Q: 3 clusters Score -1889357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1889359.750000 Penalty: 4816.623047
	Iteration 43Q: 3 clusters Score -1889360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1889359.750000 Penalty: 4816.623047
	Iteration 44F: 3 clusters Score -1889360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Entering Unmasked Estep 
Score: -5133936.500000 Penalty: 2657.841553
	Iteration 0F: 2 clusters Score -5133936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5103477.000000 Penalty: 5315.683105
	Iteration 0F: 3 clusters Score -5103477 nChanged 20728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5114780.000000 Penalty: 5315.683105
	Iteration 1F: 3 clusters Score -5114780 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5115614.500000 Penalty: 5315.683105
	Iteration 2Q: 3 clusters Score -5115614 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5116743.500000 Penalty: 5315.683105
	Iteration 3F: 3 clusters Score -5116744 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5118537.000000 Penalty: 5315.683105
	Iteration 4F: 3 clusters Score -5118537 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -5121174.500000 Penalty: 5315.683105
	Iteration 5F: 3 clusters Score -5121174 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5124379.500000 Penalty: 5315.683105
	Iteration 6F: 3 clusters Score -5124380 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -5127331.000000 Penalty: 5315.683105
	Iteration 7F: 3 clusters Score -5127331 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5129341.000000 Penalty: 5315.683105
	Iteration 8F: 3 clusters Score -5129341 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5130612.000000 Penalty: 5315.683105
	Iteration 9Q: 3 clusters Score -5130612 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5131409.500000 Penalty: 5315.683105
	Iteration 10Q: 3 clusters Score -5131410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5131802.000000 Penalty: 5315.683105
	Iteration 11Q: 3 clusters Score -5131802 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5131984.000000 Penalty: 5315.683105
	Iteration 12Q: 3 clusters Score -5131984 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -5132098.500000 Penalty: 5315.683105
	Iteration 13Q: 3 clusters Score -5132098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5132180.500000 Penalty: 5315.683105
	Iteration 14Q: 3 clusters Score -5132180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5132213.000000 Penalty: 5315.683105
	Iteration 15Q: 3 clusters Score -5132213 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5132239.500000 Penalty: 5315.683105
	Iteration 16Q: 3 clusters Score -5132240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5132266.000000 Penalty: 5315.683105
	Iteration 17Q: 3 clusters Score -5132266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5132287.500000 Penalty: 5315.683105
	Iteration 18Q: 3 clusters Score -5132288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5132293.000000 Penalty: 5315.683105
	Iteration 19Q: 3 clusters Score -5132293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -5132297.500000 Penalty: 5315.683105
	Iteration 20F: 3 clusters Score -5132298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5132315.500000 Penalty: 5315.683105
	Iteration 21Q: 3 clusters Score -5132316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5132305.000000 Penalty: 5315.683105
	Iteration 22Q: 3 clusters Score -5132305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5132304.000000 Penalty: 5315.683105
	Iteration 23Q: 3 clusters Score -5132304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5132317.500000 Penalty: 5315.683105
	Iteration 24Q: 3 clusters Score -5132318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5132314.000000 Penalty: 5315.683105
	Iteration 25Q: 3 clusters Score -5132314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5132323.000000 Penalty: 5315.683105
	Iteration 26Q: 3 clusters Score -5132323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5132335.000000 Penalty: 5315.683105
	Iteration 27Q: 3 clusters Score -5132335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -5132336.500000 Penalty: 5315.683105
	Iteration 28Q: 3 clusters Score -5132336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5132335.000000 Penalty: 5315.683105
	Iteration 29Q: 3 clusters Score -5132335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5132342.500000 Penalty: 5315.683105
	Iteration 30Q: 3 clusters Score -5132342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5132343.000000 Penalty: 5315.683105
	Iteration 31Q: 3 clusters Score -5132343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5132347.000000 Penalty: 5315.683105
	Iteration 32Q: 3 clusters Score -5132347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5132347.000000 Penalty: 5315.683105
	Iteration 33Q: 3 clusters Score -5132347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5132340.500000 Penalty: 5315.683105
	Iteration 34Q: 3 clusters Score -5132340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5132343.000000 Penalty: 5315.683105
	Iteration 35Q: 3 clusters Score -5132343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -5132353.000000 Penalty: 5315.683105
	Iteration 36Q: 3 clusters Score -5132353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -5132354.500000 Penalty: 5315.683105
	Iteration 37Q: 3 clusters Score -5132354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5132353.000000 Penalty: 5315.683105
	Iteration 38Q: 3 clusters Score -5132353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5132358.000000 Penalty: 5315.683105
	Iteration 39Q: 3 clusters Score -5132358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5132357.500000 Penalty: 5315.683105
	Iteration 40F: 3 clusters Score -5132358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5132362.000000 Penalty: 5315.683105
	Iteration 41Q: 3 clusters Score -5132362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -5132358.500000 Penalty: 5315.683105
	Iteration 42Q: 3 clusters Score -5132358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5132357.000000 Penalty: 5315.683105
	Iteration 43Q: 3 clusters Score -5132357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5132357.000000 Penalty: 5315.683105
	Iteration 44Q: 3 clusters Score -5132357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5132354.500000 Penalty: 5315.683105
	Iteration 45Q: 3 clusters Score -5132354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5132354.500000 Penalty: 5315.683105
	Iteration 46F: 3 clusters Score -5132354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -217991.812500 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -217991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -215383.546875 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -215383.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215838.000000 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -215838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215969.000000 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -215969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -216039.265625 Penalty: 3751.347412
	Iteration 3Q: 3 clusters Score -216039.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -216073.718750 Penalty: 3751.347412
	Iteration 4Q: 3 clusters Score -216073.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216102.109375 Penalty: 3751.347412
	Iteration 5Q: 3 clusters Score -216102.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -216128.203125 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -216128.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -216141.953125 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -216142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -216148.390625 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -216148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -216154.312500 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -216154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -216157.031250 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -216157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -216158.437500 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -216158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -216159.187500 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -216159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216160.187500 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -216160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -216162.437500 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -216162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -216163.921875 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -216163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216165.484375 Penalty: 3751.347412
	Iteration 16Q: 3 clusters Score -216165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216166.140625 Penalty: 3751.347412
	Iteration 17Q: 3 clusters Score -216166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216166.140625 Penalty: 3751.347412
	Iteration 18F: 3 clusters Score -216166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Entering Unmasked Estep 
Score: -8655676.000000 Penalty: 2787.845947
	Iteration 0F: 2 clusters Score -8655676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8604397.000000 Penalty: 5575.691895
	Iteration 0F: 3 clusters Score -8604397 nChanged 35732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -8624851.000000 Penalty: 5575.691895
	Iteration 1F: 3 clusters Score -8624851 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -8625731.000000 Penalty: 5575.691895
	Iteration 2Q: 3 clusters Score -8625731 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -8626903.000000 Penalty: 5575.691895
	Iteration 3Q: 3 clusters Score -8626903 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -8628826.000000 Penalty: 5575.691895
	Iteration 4F: 3 clusters Score -8628826 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8632098.000000 Penalty: 5575.691895
	Iteration 5F: 3 clusters Score -8632098 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -8637227.000000 Penalty: 5575.691895
	Iteration 6F: 3 clusters Score -8637227 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -8643416.000000 Penalty: 5575.691895
	Iteration 7F: 3 clusters Score -8643416 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8648599.000000 Penalty: 5575.691895
	Iteration 8F: 3 clusters Score -8648599 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8651458.000000 Penalty: 5575.691895
	Iteration 9Q: 3 clusters Score -8651458 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8652532.000000 Penalty: 5575.691895
	Iteration 10Q: 3 clusters Score -8652532 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8652888.000000 Penalty: 5575.691895
	Iteration 11Q: 3 clusters Score -8652888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8653012.000000 Penalty: 5575.691895
	Iteration 12Q: 3 clusters Score -8653012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8653079.000000 Penalty: 5575.691895
	Iteration 13Q: 3 clusters Score -8653079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8653121.000000 Penalty: 5575.691895
	Iteration 14Q: 3 clusters Score -8653121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8653134.000000 Penalty: 5575.691895
	Iteration 15Q: 3 clusters Score -8653134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8653152.000000 Penalty: 5575.691895
	Iteration 16Q: 3 clusters Score -8653152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8653153.000000 Penalty: 5575.691895
	Iteration 17Q: 3 clusters Score -8653153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8653167.000000 Penalty: 5575.691895
	Iteration 18Q: 3 clusters Score -8653167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8653170.000000 Penalty: 5575.691895
	Iteration 19Q: 3 clusters Score -8653170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8653170.000000 Penalty: 5575.691895
	Iteration 20F: 3 clusters Score -8653170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -330660.781250 Penalty: 1988.537476
	Iteration 0F: 2 clusters Score -330660.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -327372.937500 Penalty: 3977.074951
	Iteration 0F: 3 clusters Score -327372.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -328007.406250 Penalty: 3977.074951
	Iteration 1F: 3 clusters Score -328007.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -328140.312500 Penalty: 3977.074951
	Iteration 2F: 3 clusters Score -328140.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -328215.125000 Penalty: 3977.074951
	Iteration 3Q: 3 clusters Score -328215.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -328268.531250 Penalty: 3977.074951
	Iteration 4Q: 3 clusters Score -328268.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -328301.187500 Penalty: 3977.074951
	Iteration 5Q: 3 clusters Score -328301.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -328331.312500 Penalty: 3977.074951
	Iteration 6Q: 3 clusters Score -328331.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -328354.687500 Penalty: 3977.074951
	Iteration 7Q: 3 clusters Score -328354.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -328377.562500 Penalty: 3977.074951
	Iteration 8Q: 3 clusters Score -328377.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328401.781250 Penalty: 3977.074951
	Iteration 9Q: 3 clusters Score -328401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -328425.937500 Penalty: 3977.074951
	Iteration 10Q: 3 clusters Score -328425.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328450.312500 Penalty: 3977.074951
	Iteration 11Q: 3 clusters Score -328450.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -328468.062500 Penalty: 3977.074951
	Iteration 12Q: 3 clusters Score -328468.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -328482.906250 Penalty: 3977.074951
	Iteration 13Q: 3 clusters Score -328482.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -328497.218750 Penalty: 3977.074951
	Iteration 14Q: 3 clusters Score -328497.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -328513.281250 Penalty: 3977.074951
	Iteration 15Q: 3 clusters Score -328513.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -328529.875000 Penalty: 3977.074951
	Iteration 16Q: 3 clusters Score -328529.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -328549.000000 Penalty: 3977.074951
	Iteration 17Q: 3 clusters Score -328549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -328573.875000 Penalty: 3977.074951
	Iteration 18Q: 3 clusters Score -328573.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -328599.406250 Penalty: 3977.074951
	Iteration 19Q: 3 clusters Score -328599.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -328623.781250 Penalty: 3977.074951
	Iteration 20F: 3 clusters Score -328623.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -328657.093750 Penalty: 3977.074951
	Iteration 21Q: 3 clusters Score -328657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -328695.406250 Penalty: 3977.074951
	Iteration 22Q: 3 clusters Score -328695.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -328738.187500 Penalty: 3977.074951
	Iteration 23Q: 3 clusters Score -328738.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -328775.500000 Penalty: 3977.074951
	Iteration 24Q: 3 clusters Score -328775.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -328811.750000 Penalty: 3977.074951
	Iteration 25Q: 3 clusters Score -328811.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -328861.343750 Penalty: 3977.074951
	Iteration 26Q: 3 clusters Score -328861.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -328900.031250 Penalty: 3977.074951
	Iteration 27Q: 3 clusters Score -328900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -328948.750000 Penalty: 3977.074951
	Iteration 28Q: 3 clusters Score -328948.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -329005.250000 Penalty: 3977.074951
	Iteration 29Q: 3 clusters Score -329005.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -329105.500000 Penalty: 3977.074951
	Iteration 30Q: 3 clusters Score -329105.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -329229.187500 Penalty: 3977.074951
	Iteration 31Q: 3 clusters Score -329229.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -329356.218750 Penalty: 3977.074951
	Iteration 32Q: 3 clusters Score -329356.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -329459.156250 Penalty: 3977.074951
	Iteration 33Q: 3 clusters Score -329459.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -329565.187500 Penalty: 3977.074951
	Iteration 34Q: 3 clusters Score -329565.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -329712.156250 Penalty: 3977.074951
	Iteration 35Q: 3 clusters Score -329712.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -329848.500000 Penalty: 3977.074951
	Iteration 36Q: 3 clusters Score -329848.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -329932.500000 Penalty: 3977.074951
	Iteration 37Q: 3 clusters Score -329932.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -329972.312500 Penalty: 3977.074951
	Iteration 38Q: 3 clusters Score -329972.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -330006.468750 Penalty: 3977.074951
	Iteration 39Q: 3 clusters Score -330006.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -330032.218750 Penalty: 3977.074951
	Iteration 40F: 3 clusters Score -330032.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -330056.062500 Penalty: 3977.074951
	Iteration 41Q: 3 clusters Score -330056.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -330074.625000 Penalty: 3977.074951
	Iteration 42Q: 3 clusters Score -330074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -330089.468750 Penalty: 3977.074951
	Iteration 43Q: 3 clusters Score -330089.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -330107.625000 Penalty: 3977.074951
	Iteration 44Q: 3 clusters Score -330107.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -330120.312500 Penalty: 3977.074951
	Iteration 45Q: 3 clusters Score -330120.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -330131.656250 Penalty: 3977.074951
	Iteration 46Q: 3 clusters Score -330131.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -330145.312500 Penalty: 3977.074951
	Iteration 47Q: 3 clusters Score -330145.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -330152.562500 Penalty: 3977.074951
	Iteration 48Q: 3 clusters Score -330152.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -330160.375000 Penalty: 3977.074951
	Iteration 49Q: 3 clusters Score -330160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -330167.250000 Penalty: 3977.074951
	Iteration 50Q: 3 clusters Score -330167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -330170.937500 Penalty: 3977.074951
	Iteration 51Q: 3 clusters Score -330170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -330172.406250 Penalty: 3977.074951
	Iteration 52Q: 3 clusters Score -330172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -330173.500000 Penalty: 3977.074951
	Iteration 53Q: 3 clusters Score -330173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -330174.562500 Penalty: 3977.074951
	Iteration 54Q: 3 clusters Score -330174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -330177.281250 Penalty: 3977.074951
	Iteration 55Q: 3 clusters Score -330177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -330177.781250 Penalty: 3977.074951
	Iteration 56Q: 3 clusters Score -330177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -330178.281250 Penalty: 3977.074951
	Iteration 57Q: 3 clusters Score -330178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -330178.281250 Penalty: 3977.074951
	Iteration 58F: 3 clusters Score -330178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -364403.218750 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -364403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -360885.062500 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -360885.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -361699.906250 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -361699.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -361945.187500 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -361945.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -362182.500000 Penalty: 4029.872803
	Iteration 3F: 3 clusters Score -362182.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -362414.343750 Penalty: 4029.872803
	Iteration 4F: 3 clusters Score -362414.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -362641.906250 Penalty: 4029.872803
	Iteration 5F: 3 clusters Score -362641.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -362851.875000 Penalty: 4029.872803
	Iteration 6F: 3 clusters Score -362851.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -363080.656250 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -363080.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -363306.406250 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -363306.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -363421.468750 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -363421.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -363486.812500 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -363486.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -363525.500000 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -363525.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -363554.906250 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -363554.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -363584.218750 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -363584.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -363600.812500 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -363600.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -363613.687500 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -363613.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -363631.093750 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -363631.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -363645.156250 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -363645.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -363658.812500 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -363658.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -363679.250000 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -363679.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -363696.687500 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -363696.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -363709.812500 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -363709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -363721.343750 Penalty: 4029.872803
	Iteration 22Q: 3 clusters Score -363721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -363728.312500 Penalty: 4029.872803
	Iteration 23Q: 3 clusters Score -363728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -363733.343750 Penalty: 4029.872803
	Iteration 24Q: 3 clusters Score -363733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -363735.093750 Penalty: 4029.872803
	Iteration 25Q: 3 clusters Score -363735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -363741.062500 Penalty: 4029.872803
	Iteration 26Q: 3 clusters Score -363741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -363743.750000 Penalty: 4029.872803
	Iteration 27Q: 3 clusters Score -363743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -363745.125000 Penalty: 4029.872803
	Iteration 28Q: 3 clusters Score -363745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -363746.718750 Penalty: 4029.872803
	Iteration 29Q: 3 clusters Score -363746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -363748.593750 Penalty: 4029.872803
	Iteration 30Q: 3 clusters Score -363748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -363748.812500 Penalty: 4029.872803
	Iteration 31Q: 3 clusters Score -363748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -363749.062500 Penalty: 4029.872803
	Iteration 32Q: 3 clusters Score -363749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -363749.062500 Penalty: 4029.872803
	Iteration 33F: 3 clusters Score -363749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -324321.125000 Penalty: 1988.046997
	Iteration 0F: 2 clusters Score -324321.1 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 1514 members 
Entering Unmasked Estep 
Score: -321067.562500 Penalty: 3976.093994
	Iteration 0F: 3 clusters Score -321067.6 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321876.750000 Penalty: 3976.093994
	Iteration 1F: 3 clusters Score -321876.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -322085.562500 Penalty: 3976.093994
	Iteration 2F: 3 clusters Score -322085.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -322187.500000 Penalty: 3976.093994
	Iteration 3Q: 3 clusters Score -322187.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322244.250000 Penalty: 3976.093994
	Iteration 4Q: 3 clusters Score -322244.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322279.875000 Penalty: 3976.093994
	Iteration 5Q: 3 clusters Score -322279.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322308.375000 Penalty: 3976.093994
	Iteration 6Q: 3 clusters Score -322308.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -322329.812500 Penalty: 3976.093994
	Iteration 7Q: 3 clusters Score -322329.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -322351.187500 Penalty: 3976.093994
	Iteration 8Q: 3 clusters Score -322351.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -322370.375000 Penalty: 3976.093994
	Iteration 9Q: 3 clusters Score -322370.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -322386.843750 Penalty: 3976.093994
	Iteration 10Q: 3 clusters Score -322386.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -322400.875000 Penalty: 3976.093994
	Iteration 11Q: 3 clusters Score -322400.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -322414.281250 Penalty: 3976.093994
	Iteration 12Q: 3 clusters Score -322414.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -322428.062500 Penalty: 3976.093994
	Iteration 13Q: 3 clusters Score -322428.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -322443.843750 Penalty: 3976.093994
	Iteration 14Q: 3 clusters Score -322443.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322458.843750 Penalty: 3976.093994
	Iteration 15Q: 3 clusters Score -322458.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -322475.656250 Penalty: 3976.093994
	Iteration 16Q: 3 clusters Score -322475.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -322491.062500 Penalty: 3976.093994
	Iteration 17Q: 3 clusters Score -322491.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -322506.625000 Penalty: 3976.093994
	Iteration 18Q: 3 clusters Score -322506.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -322523.500000 Penalty: 3976.093994
	Iteration 19Q: 3 clusters Score -322523.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -322538.187500 Penalty: 3976.093994
	Iteration 20F: 3 clusters Score -322538.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -322552.125000 Penalty: 3976.093994
	Iteration 21Q: 3 clusters Score -322552.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -322567.562500 Penalty: 3976.093994
	Iteration 22Q: 3 clusters Score -322567.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -322588.281250 Penalty: 3976.093994
	Iteration 23Q: 3 clusters Score -322588.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -322620.000000 Penalty: 3976.093994
	Iteration 24Q: 3 clusters Score -322620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -322652.000000 Penalty: 3976.093994
	Iteration 25Q: 3 clusters Score -322652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -322679.906250 Penalty: 3976.093994
	Iteration 26Q: 3 clusters Score -322679.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -322709.218750 Penalty: 3976.093994
	Iteration 27Q: 3 clusters Score -322709.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -322737.562500 Penalty: 3976.093994
	Iteration 28Q: 3 clusters Score -322737.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -322777.156250 Penalty: 3976.093994
	Iteration 29Q: 3 clusters Score -322777.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -322820.281250 Penalty: 3976.093994
	Iteration 30Q: 3 clusters Score -322820.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -322862.656250 Penalty: 3976.093994
	Iteration 31Q: 3 clusters Score -322862.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -322897.375000 Penalty: 3976.093994
	Iteration 32Q: 3 clusters Score -322897.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -322940.750000 Penalty: 3976.093994
	Iteration 33Q: 3 clusters Score -322940.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -322981.750000 Penalty: 3976.093994
	Iteration 34Q: 3 clusters Score -322981.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -323031.343750 Penalty: 3976.093994
	Iteration 35Q: 3 clusters Score -323031.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -323085.500000 Penalty: 3976.093994
	Iteration 36Q: 3 clusters Score -323085.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -323115.718750 Penalty: 3976.093994
	Iteration 37Q: 3 clusters Score -323115.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -323137.781250 Penalty: 3976.093994
	Iteration 38Q: 3 clusters Score -323137.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -323154.250000 Penalty: 3976.093994
	Iteration 39Q: 3 clusters Score -323154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -323165.718750 Penalty: 3976.093994
	Iteration 40F: 3 clusters Score -323165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -323176.500000 Penalty: 3976.093994
	Iteration 41Q: 3 clusters Score -323176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -323191.968750 Penalty: 3976.093994
	Iteration 42Q: 3 clusters Score -323192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -323209.125000 Penalty: 3976.093994
	Iteration 43Q: 3 clusters Score -323209.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -323223.468750 Penalty: 3976.093994
	Iteration 44Q: 3 clusters Score -323223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -323228.906250 Penalty: 3976.093994
	Iteration 45Q: 3 clusters Score -323228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -323234.750000 Penalty: 3976.093994
	Iteration 46Q: 3 clusters Score -323234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -323238.906250 Penalty: 3976.093994
	Iteration 47Q: 3 clusters Score -323238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -323241.593750 Penalty: 3976.093994
	Iteration 48Q: 3 clusters Score -323241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -323246.812500 Penalty: 3976.093994
	Iteration 49Q: 3 clusters Score -323246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -323253.562500 Penalty: 3976.093994
	Iteration 50Q: 3 clusters Score -323253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -323259.250000 Penalty: 3976.093994
	Iteration 51Q: 3 clusters Score -323259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -323267.250000 Penalty: 3976.093994
	Iteration 52Q: 3 clusters Score -323267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -323275.062500 Penalty: 3976.093994
	Iteration 53Q: 3 clusters Score -323275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -323282.187500 Penalty: 3976.093994
	Iteration 54Q: 3 clusters Score -323282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -323286.687500 Penalty: 3976.093994
	Iteration 55Q: 3 clusters Score -323286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -323288.875000 Penalty: 3976.093994
	Iteration 56F: 3 clusters Score -323288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -323299.500000 Penalty: 3976.093994
	Iteration 57Q: 3 clusters Score -323299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -323302.875000 Penalty: 3976.093994
	Iteration 58Q: 3 clusters Score -323302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -323316.500000 Penalty: 3976.093994
	Iteration 59Q: 3 clusters Score -323316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -323320.093750 Penalty: 3976.093994
	Iteration 60F: 3 clusters Score -323320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -323322.781250 Penalty: 3976.093994
	Iteration 61Q: 3 clusters Score -323322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -323325.937500 Penalty: 3976.093994
	Iteration 62Q: 3 clusters Score -323325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -323329.406250 Penalty: 3976.093994
	Iteration 63Q: 3 clusters Score -323329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -323332.562500 Penalty: 3976.093994
	Iteration 64Q: 3 clusters Score -323332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -323333.406250 Penalty: 3976.093994
	Iteration 65Q: 3 clusters Score -323333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -323333.406250 Penalty: 3976.093994
	Iteration 66F: 3 clusters Score -323333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -124219.187500 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -124219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -122237.390625 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -122237.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122538.468750 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122538.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122621.515625 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122621.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122675.085938 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122675.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122697.078125 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122697.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122708.203125 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122708.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122716.125000 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122723.031250 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122729.015625 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122735.406250 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122742.296875 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -122743.710938 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122744.867188 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122745.812500 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122747.710938 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122748.351562 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122748.351562 Penalty: 3484.226074
	Iteration 16F: 3 clusters Score -122748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58170.375000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56591.050781 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -56591.05 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56847.242188 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -56847.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56957.925781 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -56957.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56992.464844 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -56992.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57011.339844 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -57011.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57026.484375 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -57026.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57051.730469 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -57051.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57082.683594 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -57082.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57099.886719 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -57099.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57140.621094 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -57140.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57165.253906 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -57165.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57181.757812 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -57181.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57187.429688 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -57187.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57190.402344 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -57190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57190.945312 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -57190.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57190.945312 Penalty: 3175.350830
	Iteration 15F: 3 clusters Score -57190.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (110701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Entering Unmasked Estep 
Score: -12518937.000000 Penalty: 2880.417725
	Iteration 0F: 2 clusters Score -1.251894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -12445044.000000 Penalty: 5760.835449
	Iteration 0F: 3 clusters Score -1.244504e+07 nChanged 52459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -12474555.000000 Penalty: 5760.835449
	Iteration 1F: 3 clusters Score -1.247456e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -12475152.000000 Penalty: 5760.835449
	Iteration 2Q: 3 clusters Score -1.247515e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -12476058.000000 Penalty: 5760.835449
	Iteration 3Q: 3 clusters Score -1.247606e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -12477240.000000 Penalty: 5760.835449
	Iteration 4Q: 3 clusters Score -1.247724e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -12479201.000000 Penalty: 5760.835449
	Iteration 5Q: 3 clusters Score -1.24792e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -12482419.000000 Penalty: 5760.835449
	Iteration 6Q: 3 clusters Score -1.248242e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -12487176.000000 Penalty: 5760.835449
	Iteration 7F: 3 clusters Score -1.248718e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -12493676.000000 Penalty: 5760.835449
	Iteration 8F: 3 clusters Score -1.249368e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -12500833.000000 Penalty: 5760.835449
	Iteration 9F: 3 clusters Score -1.250083e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -12507085.000000 Penalty: 5760.835449
	Iteration 10F: 3 clusters Score -1.250708e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -12511345.000000 Penalty: 5760.835449
	Iteration 11Q: 3 clusters Score -1.251134e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -12513887.000000 Penalty: 5760.835449
	Iteration 12Q: 3 clusters Score -1.251389e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -12515092.000000 Penalty: 5760.835449
	Iteration 13Q: 3 clusters Score -1.251509e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -12515741.000000 Penalty: 5760.835449
	Iteration 14Q: 3 clusters Score -1.251574e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 109585 members 
Entering Unmasked Estep 
Score: -12516046.000000 Penalty: 5760.835449
	Iteration 15Q: 3 clusters Score -1.251605e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -12516204.000000 Penalty: 5760.835449
	Iteration 16Q: 3 clusters Score -1.25162e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -12516297.000000 Penalty: 5760.835449
	Iteration 17Q: 3 clusters Score -1.25163e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -12516358.000000 Penalty: 5760.835449
	Iteration 18Q: 3 clusters Score -1.251636e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -12516384.000000 Penalty: 5760.835449
	Iteration 19Q: 3 clusters Score -1.251638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -12516413.000000 Penalty: 5760.835449
	Iteration 20F: 3 clusters Score -1.251641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -12516433.000000 Penalty: 5760.835449
	Iteration 21Q: 3 clusters Score -1.251643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -12516442.000000 Penalty: 5760.835449
	Iteration 22Q: 3 clusters Score -1.251644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -12516466.000000 Penalty: 5760.835449
	Iteration 23Q: 3 clusters Score -1.251647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -12516459.000000 Penalty: 5760.835449
	Iteration 24Q: 3 clusters Score -1.251646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -12516467.000000 Penalty: 5760.835449
	Iteration 25Q: 3 clusters Score -1.251647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -12516481.000000 Penalty: 5760.835449
	Iteration 26Q: 3 clusters Score -1.251648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 110164 members 
Entering Unmasked Estep 
Score: -12516497.000000 Penalty: 5760.835449
	Iteration 27Q: 3 clusters Score -1.25165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 110172 members 
Entering Unmasked Estep 
Score: -12516493.000000 Penalty: 5760.835449
	Iteration 28Q: 3 clusters Score -1.251649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -12516505.000000 Penalty: 5760.835449
	Iteration 29Q: 3 clusters Score -1.25165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 110181 members 
Entering Unmasked Estep 
Score: -12516502.000000 Penalty: 5760.835449
	Iteration 30Q: 3 clusters Score -1.25165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
Score: -12516497.000000 Penalty: 5760.835449
	Iteration 31Q: 3 clusters Score -1.25165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -12516504.000000 Penalty: 5760.835449
	Iteration 32Q: 3 clusters Score -1.25165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -12516508.000000 Penalty: 5760.835449
	Iteration 33Q: 3 clusters Score -1.251651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -12516513.000000 Penalty: 5760.835449
	Iteration 34Q: 3 clusters Score -1.251651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -12516515.000000 Penalty: 5760.835449
	Iteration 35Q: 3 clusters Score -1.251652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -12516506.000000 Penalty: 5760.835449
	Iteration 36Q: 3 clusters Score -1.251651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -12516510.000000 Penalty: 5760.835449
	Iteration 37Q: 3 clusters Score -1.251651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -12516519.000000 Penalty: 5760.835449
	Iteration 38Q: 3 clusters Score -1.251652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -12516519.000000 Penalty: 5760.835449
	Iteration 39Q: 3 clusters Score -1.251652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -12516523.000000 Penalty: 5760.835449
	Iteration 40F: 3 clusters Score -1.251652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -591188.125000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -591188.1 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 2613 members 
Entering Unmasked Estep 
Score: -586645.750000 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -586645.8 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -587707.625000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -587707.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -587907.687500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -587907.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -588058.937500 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -588058.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -588163.750000 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -588163.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -588235.812500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -588235.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -588294.187500 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -588294.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -588350.062500 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -588350.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -588393.500000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -588393.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -588442.125000 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -588442.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -588505.062500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -588505.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -588580.375000 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -588580.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -588643.250000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -588643.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -588692.500000 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -588692.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -588736.500000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -588736.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -588787.687500 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -588787.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -588845.562500 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -588845.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -588889.125000 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -588889.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -588930.500000 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -588930.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -588962.187500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -588962.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -589005.000000 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -589005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -589040.312500 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -589040.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -589070.187500 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -589070.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -589094.750000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -589094.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -589117.312500 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -589117.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -589138.687500 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -589138.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -589158.312500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -589158.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -589173.437500 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -589173.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -589185.812500 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -589185.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -589197.375000 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -589197.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -589207.437500 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -589207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -589214.625000 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -589214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -589224.937500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -589224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -589235.250000 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -589235.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -589240.500000 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -589240.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -589245.875000 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -589245.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -589250.625000 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -589250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -589255.125000 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -589255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -589259.500000 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -589259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -589264.937500 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -589264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -589268.937500 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -589268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -589273.750000 Penalty: 4232.107910
	Iteration 41Q: 3 clusters Score -589273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -589274.687500 Penalty: 4232.107910
	Iteration 42Q: 3 clusters Score -589274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -589278.000000 Penalty: 4232.107910
	Iteration 43Q: 3 clusters Score -589278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -589280.062500 Penalty: 4232.107910
	Iteration 44Q: 3 clusters Score -589280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -589280.375000 Penalty: 4232.107910
	Iteration 45Q: 3 clusters Score -589280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -589282.500000 Penalty: 4232.107910
	Iteration 46Q: 3 clusters Score -589282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -589282.875000 Penalty: 4232.107910
	Iteration 47Q: 3 clusters Score -589282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -589283.500000 Penalty: 4232.107910
	Iteration 48Q: 3 clusters Score -589283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -589283.500000 Penalty: 4232.107910
	Iteration 49F: 3 clusters Score -589283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -147518.703125 Penalty: 1801.131836
	Iteration 0F: 2 clusters Score -147518.7 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 708 members 
Entering Unmasked Estep 
Score: -145334.734375 Penalty: 3602.263672
	Iteration 0F: 3 clusters Score -145334.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145738.890625 Penalty: 3602.263672
	Iteration 1F: 3 clusters Score -145738.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145863.875000 Penalty: 3602.263672
	Iteration 2F: 3 clusters Score -145863.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145928.218750 Penalty: 3602.263672
	Iteration 3Q: 3 clusters Score -145928.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145967.109375 Penalty: 3602.263672
	Iteration 4Q: 3 clusters Score -145967.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145993.687500 Penalty: 3602.263672
	Iteration 5Q: 3 clusters Score -145993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146017.921875 Penalty: 3602.263672
	Iteration 6Q: 3 clusters Score -146017.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146033.640625 Penalty: 3602.263672
	Iteration 7Q: 3 clusters Score -146033.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -146053.750000 Penalty: 3602.263672
	Iteration 8Q: 3 clusters Score -146053.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -146079.609375 Penalty: 3602.263672
	Iteration 9Q: 3 clusters Score -146079.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -146101.125000 Penalty: 3602.263672
	Iteration 10Q: 3 clusters Score -146101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146110.578125 Penalty: 3602.263672
	Iteration 11Q: 3 clusters Score -146110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -146121.343750 Penalty: 3602.263672
	Iteration 12Q: 3 clusters Score -146121.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -146131.671875 Penalty: 3602.263672
	Iteration 13Q: 3 clusters Score -146131.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -146140.703125 Penalty: 3602.263672
	Iteration 14Q: 3 clusters Score -146140.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -146148.953125 Penalty: 3602.263672
	Iteration 15Q: 3 clusters Score -146149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -146156.218750 Penalty: 3602.263672
	Iteration 16Q: 3 clusters Score -146156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -146160.828125 Penalty: 3602.263672
	Iteration 17Q: 3 clusters Score -146160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -146166.156250 Penalty: 3602.263672
	Iteration 18Q: 3 clusters Score -146166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -146170.703125 Penalty: 3602.263672
	Iteration 19Q: 3 clusters Score -146170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -146172.375000 Penalty: 3602.263672
	Iteration 20F: 3 clusters Score -146172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -146174.031250 Penalty: 3602.263672
	Iteration 21Q: 3 clusters Score -146174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -146177.828125 Penalty: 3602.263672
	Iteration 22Q: 3 clusters Score -146177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -146181.687500 Penalty: 3602.263672
	Iteration 23Q: 3 clusters Score -146181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146183.953125 Penalty: 3602.263672
	Iteration 24Q: 3 clusters Score -146184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -146187.156250 Penalty: 3602.263672
	Iteration 25Q: 3 clusters Score -146187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -146191.921875 Penalty: 3602.263672
	Iteration 26Q: 3 clusters Score -146191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -146198.328125 Penalty: 3602.263672
	Iteration 27Q: 3 clusters Score -146198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -146200.921875 Penalty: 3602.263672
	Iteration 28Q: 3 clusters Score -146200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -146202.546875 Penalty: 3602.263672
	Iteration 29Q: 3 clusters Score -146202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -146206.625000 Penalty: 3602.263672
	Iteration 30Q: 3 clusters Score -146206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -146210.500000 Penalty: 3602.263672
	Iteration 31Q: 3 clusters Score -146210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -146213.375000 Penalty: 3602.263672
	Iteration 32Q: 3 clusters Score -146213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -146217.500000 Penalty: 3602.263672
	Iteration 33Q: 3 clusters Score -146217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -146222.812500 Penalty: 3602.263672
	Iteration 34Q: 3 clusters Score -146222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -146229.671875 Penalty: 3602.263672
	Iteration 35Q: 3 clusters Score -146229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -146235.250000 Penalty: 3602.263672
	Iteration 36Q: 3 clusters Score -146235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -146240.218750 Penalty: 3602.263672
	Iteration 37Q: 3 clusters Score -146240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -146247.812500 Penalty: 3602.263672
	Iteration 38Q: 3 clusters Score -146247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -146268.609375 Penalty: 3602.263672
	Iteration 39Q: 3 clusters Score -146268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -146284.531250 Penalty: 3602.263672
	Iteration 40F: 3 clusters Score -146284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -146288.218750 Penalty: 3602.263672
	Iteration 41Q: 3 clusters Score -146288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -146296.062500 Penalty: 3602.263672
	Iteration 42Q: 3 clusters Score -146296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -146300.890625 Penalty: 3602.263672
	Iteration 43Q: 3 clusters Score -146300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -146309.015625 Penalty: 3602.263672
	Iteration 44Q: 3 clusters Score -146309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -146315.968750 Penalty: 3602.263672
	Iteration 45Q: 3 clusters Score -146316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -146322.046875 Penalty: 3602.263672
	Iteration 46Q: 3 clusters Score -146322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -146326.562500 Penalty: 3602.263672
	Iteration 47Q: 3 clusters Score -146326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -146333.781250 Penalty: 3602.263672
	Iteration 48Q: 3 clusters Score -146333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -146339.609375 Penalty: 3602.263672
	Iteration 49Q: 3 clusters Score -146339.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -146345.875000 Penalty: 3602.263672
	Iteration 50Q: 3 clusters Score -146345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -146357.593750 Penalty: 3602.263672
	Iteration 51Q: 3 clusters Score -146357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -146367.828125 Penalty: 3602.263672
	Iteration 52Q: 3 clusters Score -146367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -146380.437500 Penalty: 3602.263672
	Iteration 53Q: 3 clusters Score -146380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -146391.375000 Penalty: 3602.263672
	Iteration 54Q: 3 clusters Score -146391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -146397.375000 Penalty: 3602.263672
	Iteration 55Q: 3 clusters Score -146397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -146405.406250 Penalty: 3602.263672
	Iteration 56Q: 3 clusters Score -146405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -146410.687500 Penalty: 3602.263672
	Iteration 57Q: 3 clusters Score -146410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -146414.093750 Penalty: 3602.263672
	Iteration 58Q: 3 clusters Score -146414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -146417.421875 Penalty: 3602.263672
	Iteration 59Q: 3 clusters Score -146417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -146419.218750 Penalty: 3602.263672
	Iteration 60F: 3 clusters Score -146419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Entering Unmasked Estep 
Score: -3783761.250000 Penalty: 2587.032715
	Iteration 0F: 2 clusters Score -3783761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3760521.000000 Penalty: 5174.065430
	Iteration 0F: 3 clusters Score -3760521 nChanged 15541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3769117.250000 Penalty: 5174.065430
	Iteration 1F: 3 clusters Score -3769117 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3769679.000000 Penalty: 5174.065430
	Iteration 2Q: 3 clusters Score -3769679 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3770197.750000 Penalty: 5174.065430
	Iteration 3Q: 3 clusters Score -3770198 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3770723.250000 Penalty: 5174.065430
	Iteration 4Q: 3 clusters Score -3770723 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3771259.500000 Penalty: 5174.065430
	Iteration 5Q: 3 clusters Score -3771260 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3771851.500000 Penalty: 5174.065430
	Iteration 6Q: 3 clusters Score -3771852 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3772521.500000 Penalty: 5174.065430
	Iteration 7Q: 3 clusters Score -3772522 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3773374.000000 Penalty: 5174.065430
	Iteration 8Q: 3 clusters Score -3773374 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3774197.500000 Penalty: 5174.065430
	Iteration 9Q: 3 clusters Score -3774198 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3775136.000000 Penalty: 5174.065430
	Iteration 10Q: 3 clusters Score -3775136 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3776202.000000 Penalty: 5174.065430
	Iteration 11Q: 3 clusters Score -3776202 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3777354.000000 Penalty: 5174.065430
	Iteration 12Q: 3 clusters Score -3777354 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3778516.500000 Penalty: 5174.065430
	Iteration 13Q: 3 clusters Score -3778516 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3779406.500000 Penalty: 5174.065430
	Iteration 14Q: 3 clusters Score -3779406 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3779996.500000 Penalty: 5174.065430
	Iteration 15Q: 3 clusters Score -3779996 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3780364.250000 Penalty: 5174.065430
	Iteration 16Q: 3 clusters Score -3780364 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3780537.500000 Penalty: 5174.065430
	Iteration 17Q: 3 clusters Score -3780538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3780645.250000 Penalty: 5174.065430
	Iteration 18Q: 3 clusters Score -3780645 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3780719.250000 Penalty: 5174.065430
	Iteration 19Q: 3 clusters Score -3780719 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3780774.000000 Penalty: 5174.065430
	Iteration 20F: 3 clusters Score -3780774 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3780836.750000 Penalty: 5174.065430
	Iteration 21Q: 3 clusters Score -3780837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3780882.500000 Penalty: 5174.065430
	Iteration 22Q: 3 clusters Score -3780882 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3780928.250000 Penalty: 5174.065430
	Iteration 23Q: 3 clusters Score -3780928 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3780948.000000 Penalty: 5174.065430
	Iteration 24Q: 3 clusters Score -3780948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3780990.250000 Penalty: 5174.065430
	Iteration 25Q: 3 clusters Score -3780990 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3781023.000000 Penalty: 5174.065430
	Iteration 26Q: 3 clusters Score -3781023 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3781065.250000 Penalty: 5174.065430
	Iteration 27Q: 3 clusters Score -3781065 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3781098.000000 Penalty: 5174.065430
	Iteration 28Q: 3 clusters Score -3781098 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3781128.750000 Penalty: 5174.065430
	Iteration 29Q: 3 clusters Score -3781129 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3781152.250000 Penalty: 5174.065430
	Iteration 30Q: 3 clusters Score -3781152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3781175.000000 Penalty: 5174.065430
	Iteration 31Q: 3 clusters Score -3781175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3781194.750000 Penalty: 5174.065430
	Iteration 32Q: 3 clusters Score -3781195 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3781204.000000 Penalty: 5174.065430
	Iteration 33Q: 3 clusters Score -3781204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3781204.250000 Penalty: 5174.065430
	Iteration 34Q: 3 clusters Score -3781204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3781225.000000 Penalty: 5174.065430
	Iteration 35Q: 3 clusters Score -3781225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3781250.250000 Penalty: 5174.065430
	Iteration 36Q: 3 clusters Score -3781250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3781262.250000 Penalty: 5174.065430
	Iteration 37Q: 3 clusters Score -3781262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3781270.000000 Penalty: 5174.065430
	Iteration 38Q: 3 clusters Score -3781270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3781287.000000 Penalty: 5174.065430
	Iteration 39Q: 3 clusters Score -3781287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3781284.750000 Penalty: 5174.065430
	Iteration 40F: 3 clusters Score -3781285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3781303.000000 Penalty: 5174.065430
	Iteration 41Q: 3 clusters Score -3781303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3781303.500000 Penalty: 5174.065430
	Iteration 42Q: 3 clusters Score -3781304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3781310.250000 Penalty: 5174.065430
	Iteration 43Q: 3 clusters Score -3781310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3781325.000000 Penalty: 5174.065430
	Iteration 44Q: 3 clusters Score -3781325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3781325.250000 Penalty: 5174.065430
	Iteration 45Q: 3 clusters Score -3781325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3781342.250000 Penalty: 5174.065430
	Iteration 46Q: 3 clusters Score -3781342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3781342.500000 Penalty: 5174.065430
	Iteration 47Q: 3 clusters Score -3781342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3781350.000000 Penalty: 5174.065430
	Iteration 48Q: 3 clusters Score -3781350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3781360.250000 Penalty: 5174.065430
	Iteration 49Q: 3 clusters Score -3781360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3781369.250000 Penalty: 5174.065430
	Iteration 50Q: 3 clusters Score -3781369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3781367.750000 Penalty: 5174.065430
	Iteration 51Q: 3 clusters Score -3781368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3781376.500000 Penalty: 5174.065430
	Iteration 52Q: 3 clusters Score -3781376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3781383.750000 Penalty: 5174.065430
	Iteration 53Q: 3 clusters Score -3781384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3781385.000000 Penalty: 5174.065430
	Iteration 54Q: 3 clusters Score -3781385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3781385.750000 Penalty: 5174.065430
	Iteration 55Q: 3 clusters Score -3781386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3781395.000000 Penalty: 5174.065430
	Iteration 56Q: 3 clusters Score -3781395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3781413.000000 Penalty: 5174.065430
	Iteration 57Q: 3 clusters Score -3781413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3781423.000000 Penalty: 5174.065430
	Iteration 58Q: 3 clusters Score -3781423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3781438.000000 Penalty: 5174.065430
	Iteration 59Q: 3 clusters Score -3781438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3781441.750000 Penalty: 5174.065430
	Iteration 60F: 3 clusters Score -3781442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3781462.500000 Penalty: 5174.065430
	Iteration 61Q: 3 clusters Score -3781462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3781466.250000 Penalty: 5174.065430
	Iteration 62Q: 3 clusters Score -3781466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3781471.250000 Penalty: 5174.065430
	Iteration 63Q: 3 clusters Score -3781471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3781475.750000 Penalty: 5174.065430
	Iteration 64Q: 3 clusters Score -3781476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3781482.250000 Penalty: 5174.065430
	Iteration 65Q: 3 clusters Score -3781482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3781480.750000 Penalty: 5174.065430
	Iteration 66Q: 3 clusters Score -3781481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3781483.000000 Penalty: 5174.065430
	Iteration 67Q: 3 clusters Score -3781483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3781493.750000 Penalty: 5174.065430
	Iteration 68Q: 3 clusters Score -3781494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3781500.250000 Penalty: 5174.065430
	Iteration 69Q: 3 clusters Score -3781500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3781500.500000 Penalty: 5174.065430
	Iteration 70Q: 3 clusters Score -3781500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3781502.000000 Penalty: 5174.065430
	Iteration 71Q: 3 clusters Score -3781502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3781506.250000 Penalty: 5174.065430
	Iteration 72Q: 3 clusters Score -3781506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3781507.500000 Penalty: 5174.065430
	Iteration 73Q: 3 clusters Score -3781508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3781514.250000 Penalty: 5174.065430
	Iteration 74Q: 3 clusters Score -3781514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3781516.750000 Penalty: 5174.065430
	Iteration 75Q: 3 clusters Score -3781517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3781523.500000 Penalty: 5174.065430
	Iteration 76Q: 3 clusters Score -3781524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3781531.250000 Penalty: 5174.065430
	Iteration 77Q: 3 clusters Score -3781531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3781530.250000 Penalty: 5174.065430
	Iteration 78Q: 3 clusters Score -3781530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3781527.500000 Penalty: 5174.065430
	Iteration 79Q: 3 clusters Score -3781528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3781531.500000 Penalty: 5174.065430
	Iteration 80F: 3 clusters Score -3781532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3781525.500000 Penalty: 5174.065430
	Iteration 81Q: 3 clusters Score -3781526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3781524.250000 Penalty: 5174.065430
	Iteration 82Q: 3 clusters Score -3781524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3781530.250000 Penalty: 5174.065430
	Iteration 83Q: 3 clusters Score -3781530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3781525.750000 Penalty: 5174.065430
	Iteration 84Q: 3 clusters Score -3781526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3781531.750000 Penalty: 5174.065430
	Iteration 85Q: 3 clusters Score -3781532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3781530.000000 Penalty: 5174.065430
	Iteration 86Q: 3 clusters Score -3781530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3781529.750000 Penalty: 5174.065430
	Iteration 87Q: 3 clusters Score -3781530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3781534.250000 Penalty: 5174.065430
	Iteration 88Q: 3 clusters Score -3781534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3781532.250000 Penalty: 5174.065430
	Iteration 89Q: 3 clusters Score -3781532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3781540.000000 Penalty: 5174.065430
	Iteration 90Q: 3 clusters Score -3781540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3781538.500000 Penalty: 5174.065430
	Iteration 91Q: 3 clusters Score -3781538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3781536.250000 Penalty: 5174.065430
	Iteration 92Q: 3 clusters Score -3781536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3781537.750000 Penalty: 5174.065430
	Iteration 93Q: 3 clusters Score -3781538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3781528.000000 Penalty: 5174.065430
	Iteration 94Q: 3 clusters Score -3781528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3781528.000000 Penalty: 5174.065430
	Iteration 95Q: 3 clusters Score -3781528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3781531.500000 Penalty: 5174.065430
	Iteration 96Q: 3 clusters Score -3781532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3781539.500000 Penalty: 5174.065430
	Iteration 97Q: 3 clusters Score -3781540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3781543.000000 Penalty: 5174.065430
	Iteration 98Q: 3 clusters Score -3781543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3781538.000000 Penalty: 5174.065430
	Iteration 99Q: 3 clusters Score -3781538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3781541.250000 Penalty: 5174.065430
	Iteration 100F: 3 clusters Score -3781541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3781541.500000 Penalty: 5174.065430
	Iteration 101Q: 3 clusters Score -3781542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3781544.500000 Penalty: 5174.065430
	Iteration 102Q: 3 clusters Score -3781544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3781541.000000 Penalty: 5174.065430
	Iteration 103Q: 3 clusters Score -3781541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3781547.250000 Penalty: 5174.065430
	Iteration 104Q: 3 clusters Score -3781547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3781550.000000 Penalty: 5174.065430
	Iteration 105Q: 3 clusters Score -3781550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3781557.000000 Penalty: 5174.065430
	Iteration 106Q: 3 clusters Score -3781557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3781554.000000 Penalty: 5174.065430
	Iteration 107Q: 3 clusters Score -3781554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3781561.000000 Penalty: 5174.065430
	Iteration 108Q: 3 clusters Score -3781561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3781561.000000 Penalty: 5174.065430
	Iteration 109Q: 3 clusters Score -3781561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3781561.500000 Penalty: 5174.065430
	Iteration 110Q: 3 clusters Score -3781562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3781569.250000 Penalty: 5174.065430
	Iteration 111Q: 3 clusters Score -3781569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3781570.500000 Penalty: 5174.065430
	Iteration 112Q: 3 clusters Score -3781570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3781568.000000 Penalty: 5174.065430
	Iteration 113Q: 3 clusters Score -3781568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3781573.500000 Penalty: 5174.065430
	Iteration 114Q: 3 clusters Score -3781574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3781578.250000 Penalty: 5174.065430
	Iteration 115Q: 3 clusters Score -3781578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3781581.500000 Penalty: 5174.065430
	Iteration 116Q: 3 clusters Score -3781582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3781584.500000 Penalty: 5174.065430
	Iteration 117Q: 3 clusters Score -3781584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3781580.750000 Penalty: 5174.065430
	Iteration 118Q: 3 clusters Score -3781581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3781584.500000 Penalty: 5174.065430
	Iteration 119Q: 3 clusters Score -3781584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3781590.500000 Penalty: 5174.065430
	Iteration 120F: 3 clusters Score -3781590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3781587.750000 Penalty: 5174.065430
	Iteration 121Q: 3 clusters Score -3781588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3781589.750000 Penalty: 5174.065430
	Iteration 122Q: 3 clusters Score -3781590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3781591.250000 Penalty: 5174.065430
	Iteration 123Q: 3 clusters Score -3781591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3781598.750000 Penalty: 5174.065430
	Iteration 124Q: 3 clusters Score -3781599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3781603.500000 Penalty: 5174.065430
	Iteration 125Q: 3 clusters Score -3781604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3781604.250000 Penalty: 5174.065430
	Iteration 126Q: 3 clusters Score -3781604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3781603.750000 Penalty: 5174.065430
	Iteration 127Q: 3 clusters Score -3781604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3781597.250000 Penalty: 5174.065430
	Iteration 128Q: 3 clusters Score -3781597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3781602.000000 Penalty: 5174.065430
	Iteration 129Q: 3 clusters Score -3781602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3781604.500000 Penalty: 5174.065430
	Iteration 130Q: 3 clusters Score -3781604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3781606.000000 Penalty: 5174.065430
	Iteration 131Q: 3 clusters Score -3781606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3781610.750000 Penalty: 5174.065430
	Iteration 132Q: 3 clusters Score -3781611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3781612.000000 Penalty: 5174.065430
	Iteration 133Q: 3 clusters Score -3781612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3781613.250000 Penalty: 5174.065430
	Iteration 134Q: 3 clusters Score -3781613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3781611.250000 Penalty: 5174.065430
	Iteration 135Q: 3 clusters Score -3781611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3781612.250000 Penalty: 5174.065430
	Iteration 136Q: 3 clusters Score -3781612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3781614.000000 Penalty: 5174.065430
	Iteration 137Q: 3 clusters Score -3781614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3781611.750000 Penalty: 5174.065430
	Iteration 138Q: 3 clusters Score -3781612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3781615.500000 Penalty: 5174.065430
	Iteration 139Q: 3 clusters Score -3781616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3781616.750000 Penalty: 5174.065430
	Iteration 140F: 3 clusters Score -3781617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3781612.500000 Penalty: 5174.065430
	Iteration 141Q: 3 clusters Score -3781612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3781615.250000 Penalty: 5174.065430
	Iteration 142Q: 3 clusters Score -3781615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3781613.750000 Penalty: 5174.065430
	Iteration 143Q: 3 clusters Score -3781614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3781618.500000 Penalty: 5174.065430
	Iteration 144Q: 3 clusters Score -3781618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3781614.750000 Penalty: 5174.065430
	Iteration 145Q: 3 clusters Score -3781615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3781614.750000 Penalty: 5174.065430
	Iteration 146F: 3 clusters Score -3781615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -579428.125000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -579428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -574704.062500 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -574704.1 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -575944.625000 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -575944.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -576198.562500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -576198.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -576390.125000 Penalty: 4248.728027
	Iteration 3F: 3 clusters Score -576390.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -576542.812500 Penalty: 4248.728027
	Iteration 4Q: 3 clusters Score -576542.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -576678.750000 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -576678.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -576806.937500 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -576806.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -576938.750000 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -576938.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -577054.500000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -577054.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -577172.750000 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -577172.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -577293.375000 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -577293.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -577431.312500 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -577431.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -577558.937500 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -577558.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -577673.375000 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -577673.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -577788.187500 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -577788.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -577900.875000 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -577900.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -578008.312500 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -578008.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -578144.187500 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -578144.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -578237.750000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -578237.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -578291.437500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -578291.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -578324.750000 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -578324.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -578351.250000 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -578351.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -578363.187500 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -578363.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -578369.937500 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -578369.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -578375.437500 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -578375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -578377.375000 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -578377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -578380.375000 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -578380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -578381.750000 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -578381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -578381.687500 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -578381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -578382.375000 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -578382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -578383.812500 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -578383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578384.187500 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -578384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578383.937500 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -578383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -578384.312500 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -578384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -578386.187500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -578386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578387.687500 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -578387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -578387.312500 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -578387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -578387.187500 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -578387.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -578387.187500 Penalty: 4248.728027
	Iteration 38F: 3 clusters Score -578387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -838601.187500 Penalty: 2215.221436
	Iteration 0F: 2 clusters Score -838601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -832426.625000 Penalty: 4430.442871
	Iteration 0F: 3 clusters Score -832426.6 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -834199.875000 Penalty: 4430.442871
	Iteration 1F: 3 clusters Score -834199.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -834614.250000 Penalty: 4430.442871
	Iteration 2F: 3 clusters Score -834614.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -834912.312500 Penalty: 4430.442871
	Iteration 3F: 3 clusters Score -834912.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -835147.625000 Penalty: 4430.442871
	Iteration 4F: 3 clusters Score -835147.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -835350.125000 Penalty: 4430.442871
	Iteration 5Q: 3 clusters Score -835350.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -835555.375000 Penalty: 4430.442871
	Iteration 6Q: 3 clusters Score -835555.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -835759.375000 Penalty: 4430.442871
	Iteration 7Q: 3 clusters Score -835759.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -835935.812500 Penalty: 4430.442871
	Iteration 8Q: 3 clusters Score -835935.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -836092.375000 Penalty: 4430.442871
	Iteration 9Q: 3 clusters Score -836092.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -836224.687500 Penalty: 4430.442871
	Iteration 10Q: 3 clusters Score -836224.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -836332.562500 Penalty: 4430.442871
	Iteration 11Q: 3 clusters Score -836332.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -836419.687500 Penalty: 4430.442871
	Iteration 12Q: 3 clusters Score -836419.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -836492.562500 Penalty: 4430.442871
	Iteration 13Q: 3 clusters Score -836492.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -836552.625000 Penalty: 4430.442871
	Iteration 14Q: 3 clusters Score -836552.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -836612.625000 Penalty: 4430.442871
	Iteration 15Q: 3 clusters Score -836612.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -836676.375000 Penalty: 4430.442871
	Iteration 16Q: 3 clusters Score -836676.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -836726.062500 Penalty: 4430.442871
	Iteration 17Q: 3 clusters Score -836726.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -836767.312500 Penalty: 4430.442871
	Iteration 18Q: 3 clusters Score -836767.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -836807.250000 Penalty: 4430.442871
	Iteration 19Q: 3 clusters Score -836807.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -836845.000000 Penalty: 4430.442871
	Iteration 20F: 3 clusters Score -836845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -836886.562500 Penalty: 4430.442871
	Iteration 21Q: 3 clusters Score -836886.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -836917.250000 Penalty: 4430.442871
	Iteration 22Q: 3 clusters Score -836917.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -836934.500000 Penalty: 4430.442871
	Iteration 23Q: 3 clusters Score -836934.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -836945.937500 Penalty: 4430.442871
	Iteration 24Q: 3 clusters Score -836945.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -836959.062500 Penalty: 4430.442871
	Iteration 25Q: 3 clusters Score -836959.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -836970.437500 Penalty: 4430.442871
	Iteration 26Q: 3 clusters Score -836970.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -836978.125000 Penalty: 4430.442871
	Iteration 27Q: 3 clusters Score -836978.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -836986.500000 Penalty: 4430.442871
	Iteration 28Q: 3 clusters Score -836986.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -836995.500000 Penalty: 4430.442871
	Iteration 29Q: 3 clusters Score -836995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -837003.875000 Penalty: 4430.442871
	Iteration 30Q: 3 clusters Score -837003.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -837015.250000 Penalty: 4430.442871
	Iteration 31Q: 3 clusters Score -837015.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -837025.937500 Penalty: 4430.442871
	Iteration 32Q: 3 clusters Score -837025.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -837031.312500 Penalty: 4430.442871
	Iteration 33Q: 3 clusters Score -837031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -837042.187500 Penalty: 4430.442871
	Iteration 34Q: 3 clusters Score -837042.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -837054.125000 Penalty: 4430.442871
	Iteration 35Q: 3 clusters Score -837054.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -837069.312500 Penalty: 4430.442871
	Iteration 36Q: 3 clusters Score -837069.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -837080.500000 Penalty: 4430.442871
	Iteration 37Q: 3 clusters Score -837080.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -837099.625000 Penalty: 4430.442871
	Iteration 38Q: 3 clusters Score -837099.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -837112.500000 Penalty: 4430.442871
	Iteration 39Q: 3 clusters Score -837112.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -837120.625000 Penalty: 4430.442871
	Iteration 40F: 3 clusters Score -837120.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -837130.000000 Penalty: 4430.442871
	Iteration 41Q: 3 clusters Score -837130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -837139.187500 Penalty: 4430.442871
	Iteration 42Q: 3 clusters Score -837139.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -837150.000000 Penalty: 4430.442871
	Iteration 43Q: 3 clusters Score -837150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -837171.750000 Penalty: 4430.442871
	Iteration 44Q: 3 clusters Score -837171.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -837200.437500 Penalty: 4430.442871
	Iteration 45Q: 3 clusters Score -837200.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -837241.875000 Penalty: 4430.442871
	Iteration 46Q: 3 clusters Score -837241.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -837292.562500 Penalty: 4430.442871
	Iteration 47Q: 3 clusters Score -837292.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -837351.937500 Penalty: 4430.442871
	Iteration 48Q: 3 clusters Score -837351.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -837417.625000 Penalty: 4430.442871
	Iteration 49Q: 3 clusters Score -837417.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -837467.312500 Penalty: 4430.442871
	Iteration 50Q: 3 clusters Score -837467.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -837500.562500 Penalty: 4430.442871
	Iteration 51Q: 3 clusters Score -837500.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -837521.437500 Penalty: 4430.442871
	Iteration 52Q: 3 clusters Score -837521.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -837549.375000 Penalty: 4430.442871
	Iteration 53Q: 3 clusters Score -837549.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -837571.875000 Penalty: 4430.442871
	Iteration 54Q: 3 clusters Score -837571.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -837588.125000 Penalty: 4430.442871
	Iteration 55Q: 3 clusters Score -837588.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -837596.750000 Penalty: 4430.442871
	Iteration 56Q: 3 clusters Score -837596.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -837608.687500 Penalty: 4430.442871
	Iteration 57Q: 3 clusters Score -837608.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -837617.562500 Penalty: 4430.442871
	Iteration 58Q: 3 clusters Score -837617.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -837623.062500 Penalty: 4430.442871
	Iteration 59Q: 3 clusters Score -837623.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -837626.000000 Penalty: 4430.442871
	Iteration 60F: 3 clusters Score -837626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -837635.125000 Penalty: 4430.442871
	Iteration 61Q: 3 clusters Score -837635.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -837637.250000 Penalty: 4430.442871
	Iteration 62Q: 3 clusters Score -837637.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -837640.500000 Penalty: 4430.442871
	Iteration 63Q: 3 clusters Score -837640.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -837643.812500 Penalty: 4430.442871
	Iteration 64Q: 3 clusters Score -837643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -837645.625000 Penalty: 4430.442871
	Iteration 65Q: 3 clusters Score -837645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -837647.187500 Penalty: 4430.442871
	Iteration 66Q: 3 clusters Score -837647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -837650.187500 Penalty: 4430.442871
	Iteration 67Q: 3 clusters Score -837650.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -837657.375000 Penalty: 4430.442871
	Iteration 68Q: 3 clusters Score -837657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -837658.250000 Penalty: 4430.442871
	Iteration 69Q: 3 clusters Score -837658.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -837663.125000 Penalty: 4430.442871
	Iteration 70Q: 3 clusters Score -837663.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -837668.000000 Penalty: 4430.442871
	Iteration 71Q: 3 clusters Score -837668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -837667.500000 Penalty: 4430.442871
	Iteration 72Q: 3 clusters Score -837667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -837669.187500 Penalty: 4430.442871
	Iteration 73Q: 3 clusters Score -837669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -837672.000000 Penalty: 4430.442871
	Iteration 74Q: 3 clusters Score -837672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -837673.312500 Penalty: 4430.442871
	Iteration 75Q: 3 clusters Score -837673.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -837675.562500 Penalty: 4430.442871
	Iteration 76Q: 3 clusters Score -837675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -837680.062500 Penalty: 4430.442871
	Iteration 77Q: 3 clusters Score -837680.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -837680.625000 Penalty: 4430.442871
	Iteration 78Q: 3 clusters Score -837680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -837684.812500 Penalty: 4430.442871
	Iteration 79Q: 3 clusters Score -837684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -837689.000000 Penalty: 4430.442871
	Iteration 80F: 3 clusters Score -837689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -837688.812500 Penalty: 4430.442871
	Iteration 81Q: 3 clusters Score -837688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -837690.437500 Penalty: 4430.442871
	Iteration 82Q: 3 clusters Score -837690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -837695.375000 Penalty: 4430.442871
	Iteration 83Q: 3 clusters Score -837695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -837699.562500 Penalty: 4430.442871
	Iteration 84Q: 3 clusters Score -837699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -837701.000000 Penalty: 4430.442871
	Iteration 85Q: 3 clusters Score -837701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -837704.937500 Penalty: 4430.442871
	Iteration 86Q: 3 clusters Score -837704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -837704.437500 Penalty: 4430.442871
	Iteration 87Q: 3 clusters Score -837704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -837702.875000 Penalty: 4430.442871
	Iteration 88Q: 3 clusters Score -837702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -837705.812500 Penalty: 4430.442871
	Iteration 89Q: 3 clusters Score -837705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -837707.000000 Penalty: 4430.442871
	Iteration 90Q: 3 clusters Score -837707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -837706.437500 Penalty: 4430.442871
	Iteration 91Q: 3 clusters Score -837706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -837706.812500 Penalty: 4430.442871
	Iteration 92Q: 3 clusters Score -837706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -837707.750000 Penalty: 4430.442871
	Iteration 93Q: 3 clusters Score -837707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -837708.187500 Penalty: 4430.442871
	Iteration 94Q: 3 clusters Score -837708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -837710.875000 Penalty: 4430.442871
	Iteration 95Q: 3 clusters Score -837710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -837713.812500 Penalty: 4430.442871
	Iteration 96Q: 3 clusters Score -837713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -837712.250000 Penalty: 4430.442871
	Iteration 97Q: 3 clusters Score -837712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -837713.437500 Penalty: 4430.442871
	Iteration 98Q: 3 clusters Score -837713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -837712.312500 Penalty: 4430.442871
	Iteration 99Q: 3 clusters Score -837712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -837712.312500 Penalty: 4430.442871
	Iteration 100F: 3 clusters Score -837712.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40315.781250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -40315.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38931.265625 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38931.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39325.015625 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -39325.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39501.613281 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -39501.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39554.726562 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -39554.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39605.859375 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39605.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39712.894531 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39712.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39971.078125 Penalty: 3035.667480
	Iteration 6F: 3 clusters Score -39971.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40129.636719 Penalty: 3035.667480
	Iteration 7F: 3 clusters Score -40129.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40201.589844 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40201.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40208.355469 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40208.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40218.277344 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -40218.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40223.234375 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -40223.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40224.277344 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -40224.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40228.125000 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40228.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40228.125000 Penalty: 3035.667480
	Iteration 14F: 3 clusters Score -40228.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -219876.093750 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -219876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -217242.203125 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -217242.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217720.390625 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -217720.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217856.734375 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -217856.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217924.468750 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -217924.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217956.515625 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -217956.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217979.984375 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -217980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -218003.921875 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -218003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218012.906250 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -218012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218018.500000 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -218018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218023.812500 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -218023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218027.078125 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -218027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218029.265625 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -218029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218029.765625 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -218029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218031.640625 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -218031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -218033.156250 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -218033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -218035.937500 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -218035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218037.484375 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -218037.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218038.453125 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -218038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218038.453125 Penalty: 3759.520752
	Iteration 18F: 3 clusters Score -218038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -39491.175781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -39491.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38136.269531 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -38136.27 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38530.492188 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -38530.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38720.398438 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -38720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38806.800781 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -38806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38948.402344 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -38948.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -39011.984375 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -39011.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39041.246094 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -39041.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39057.550781 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -39057.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39075.156250 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -39075.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39087.207031 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -39087.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39106.937500 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -39106.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39114.777344 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -39114.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39114.777344 Penalty: 3047.516113
	Iteration 12F: 3 clusters Score -39114.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -560900.312500 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -560900.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -555967.187500 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -555967.2 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -557423.312500 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -557423.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -557996.375000 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -557996.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -558450.812500 Penalty: 4284.796387
	Iteration 3F: 3 clusters Score -558450.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -558842.062500 Penalty: 4284.796387
	Iteration 4F: 3 clusters Score -558842.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -559100.937500 Penalty: 4284.796387
	Iteration 5F: 3 clusters Score -559100.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -559327.125000 Penalty: 4284.796387
	Iteration 6Q: 3 clusters Score -559327.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -559521.500000 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -559521.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -559679.437500 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -559679.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -559816.812500 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -559816.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -559919.000000 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -559919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -559995.812500 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -559995.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -560039.937500 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -560039.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -560070.187500 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -560070.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -560094.250000 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -560094.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -560121.812500 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -560121.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -560151.687500 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -560151.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -560170.250000 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -560170.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -560178.562500 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -560178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -560185.562500 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -560185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -560189.562500 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -560189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -560195.750000 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -560195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -560198.500000 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -560198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -560199.375000 Penalty: 4284.796387
	Iteration 23Q: 3 clusters Score -560199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -560205.375000 Penalty: 4284.796387
	Iteration 24Q: 3 clusters Score -560205.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -560210.062500 Penalty: 4284.796387
	Iteration 25Q: 3 clusters Score -560210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -560213.375000 Penalty: 4284.796387
	Iteration 26Q: 3 clusters Score -560213.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -560216.437500 Penalty: 4284.796387
	Iteration 27Q: 3 clusters Score -560216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -560218.937500 Penalty: 4284.796387
	Iteration 28Q: 3 clusters Score -560218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -560219.937500 Penalty: 4284.796387
	Iteration 29Q: 3 clusters Score -560219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -560221.125000 Penalty: 4284.796387
	Iteration 30Q: 3 clusters Score -560221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -560221.500000 Penalty: 4284.796387
	Iteration 31Q: 3 clusters Score -560221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -560221.500000 Penalty: 4284.796387
	Iteration 32F: 3 clusters Score -560221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -52476.597656 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -52476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50948.429688 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -50948.43 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51175.445312 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -51175.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51268.261719 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -51268.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51316.347656 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -51316.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51341.570312 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -51341.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51352.378906 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -51352.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51356.398438 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -51356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51360.937500 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -51360.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51366.078125 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -51366.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51368.000000 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -51368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51376.792969 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -51376.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51376.792969 Penalty: 3098.068848
	Iteration 11F: 3 clusters Score -51376.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46542.761719 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -46542.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45051.722656 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -45051.72 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45366.707031 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -45366.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45484.210938 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -45484.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45535.191406 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -45535.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45573.324219 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -45573.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45615.468750 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -45615.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45641.699219 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -45641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45648.570312 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -45648.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45652.515625 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -45652.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45663.011719 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -45663.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45670.453125 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -45670.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45676.671875 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -45676.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45676.671875 Penalty: 3077.460693
	Iteration 12F: 3 clusters Score -45676.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Entering Unmasked Estep 
Score: -1461044.625000 Penalty: 2342.207275
	Iteration 0F: 2 clusters Score -1461045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1451727.125000 Penalty: 4684.414551
	Iteration 0F: 3 clusters Score -1451727 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1454514.000000 Penalty: 4684.414551
	Iteration 1F: 3 clusters Score -1454514 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1454874.500000 Penalty: 4684.414551
	Iteration 2F: 3 clusters Score -1454874 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1455150.625000 Penalty: 4684.414551
	Iteration 3F: 3 clusters Score -1455151 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1455359.375000 Penalty: 4684.414551
	Iteration 4Q: 3 clusters Score -1455359 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1455544.125000 Penalty: 4684.414551
	Iteration 5Q: 3 clusters Score -1455544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1455709.875000 Penalty: 4684.414551
	Iteration 6Q: 3 clusters Score -1455710 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1455879.000000 Penalty: 4684.414551
	Iteration 7Q: 3 clusters Score -1455879 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1456096.750000 Penalty: 4684.414551
	Iteration 8Q: 3 clusters Score -1456097 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1456371.000000 Penalty: 4684.414551
	Iteration 9Q: 3 clusters Score -1456371 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1456700.875000 Penalty: 4684.414551
	Iteration 10Q: 3 clusters Score -1456701 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1457102.000000 Penalty: 4684.414551
	Iteration 11Q: 3 clusters Score -1457102 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1457519.000000 Penalty: 4684.414551
	Iteration 12Q: 3 clusters Score -1457519 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1457932.000000 Penalty: 4684.414551
	Iteration 13Q: 3 clusters Score -1457932 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1458235.875000 Penalty: 4684.414551
	Iteration 14Q: 3 clusters Score -1458236 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1458504.625000 Penalty: 4684.414551
	Iteration 15Q: 3 clusters Score -1458505 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1458711.500000 Penalty: 4684.414551
	Iteration 16Q: 3 clusters Score -1458712 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1458849.750000 Penalty: 4684.414551
	Iteration 17Q: 3 clusters Score -1458850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1458950.625000 Penalty: 4684.414551
	Iteration 18Q: 3 clusters Score -1458951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1459019.250000 Penalty: 4684.414551
	Iteration 19Q: 3 clusters Score -1459019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1459067.250000 Penalty: 4684.414551
	Iteration 20F: 3 clusters Score -1459067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1459100.125000 Penalty: 4684.414551
	Iteration 21Q: 3 clusters Score -1459100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1459121.625000 Penalty: 4684.414551
	Iteration 22Q: 3 clusters Score -1459122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1459140.000000 Penalty: 4684.414551
	Iteration 23Q: 3 clusters Score -1459140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1459151.375000 Penalty: 4684.414551
	Iteration 24Q: 3 clusters Score -1459151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1459163.750000 Penalty: 4684.414551
	Iteration 25Q: 3 clusters Score -1459164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1459173.750000 Penalty: 4684.414551
	Iteration 26Q: 3 clusters Score -1459174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1459186.625000 Penalty: 4684.414551
	Iteration 27Q: 3 clusters Score -1459187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1459193.000000 Penalty: 4684.414551
	Iteration 28Q: 3 clusters Score -1459193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1459202.750000 Penalty: 4684.414551
	Iteration 29Q: 3 clusters Score -1459203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1459208.750000 Penalty: 4684.414551
	Iteration 30Q: 3 clusters Score -1459209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1459216.250000 Penalty: 4684.414551
	Iteration 31Q: 3 clusters Score -1459216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1459221.250000 Penalty: 4684.414551
	Iteration 32Q: 3 clusters Score -1459221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1459223.750000 Penalty: 4684.414551
	Iteration 33Q: 3 clusters Score -1459224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1459227.000000 Penalty: 4684.414551
	Iteration 34Q: 3 clusters Score -1459227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1459225.250000 Penalty: 4684.414551
	Iteration 35Q: 3 clusters Score -1459225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1459225.250000 Penalty: 4684.414551
	Iteration 36F: 3 clusters Score -1459225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -356816.687500 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -356816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -353423.312500 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -353423.3 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -354108.968750 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -354109 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -354268.187500 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -354268.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -354386.437500 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -354386.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -354448.843750 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -354448.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -354488.625000 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -354488.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -354514.562500 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -354514.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -354536.531250 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -354536.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354553.406250 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -354553.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -354564.968750 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -354565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -354575.968750 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -354576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -354584.968750 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -354585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -354592.312500 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -354592.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -354598.968750 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -354599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -354607.656250 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -354607.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -354614.125000 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -354614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -354621.781250 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -354621.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -354628.218750 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -354628.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -354635.125000 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -354635.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -354639.250000 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -354639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -354642.906250 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -354642.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -354649.656250 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -354649.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -354653.937500 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -354653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -354659.093750 Penalty: 4000.839111
	Iteration 23Q: 3 clusters Score -354659.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -354662.343750 Penalty: 4000.839111
	Iteration 24Q: 3 clusters Score -354662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354663.968750 Penalty: 4000.839111
	Iteration 25Q: 3 clusters Score -354664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -354664.625000 Penalty: 4000.839111
	Iteration 26Q: 3 clusters Score -354664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -354666.812500 Penalty: 4000.839111
	Iteration 27Q: 3 clusters Score -354666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -354666.781250 Penalty: 4000.839111
	Iteration 28Q: 3 clusters Score -354666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -354668.125000 Penalty: 4000.839111
	Iteration 29Q: 3 clusters Score -354668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -354669.593750 Penalty: 4000.839111
	Iteration 30Q: 3 clusters Score -354669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -354670.906250 Penalty: 4000.839111
	Iteration 31Q: 3 clusters Score -354670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -354672.437500 Penalty: 4000.839111
	Iteration 32Q: 3 clusters Score -354672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -354674.875000 Penalty: 4000.839111
	Iteration 33Q: 3 clusters Score -354674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -354675.656250 Penalty: 4000.839111
	Iteration 34Q: 3 clusters Score -354675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -354676.656250 Penalty: 4000.839111
	Iteration 35Q: 3 clusters Score -354676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -354677.406250 Penalty: 4000.839111
	Iteration 36Q: 3 clusters Score -354677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -354678.250000 Penalty: 4000.839111
	Iteration 37Q: 3 clusters Score -354678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -354678.437500 Penalty: 4000.839111
	Iteration 38Q: 3 clusters Score -354678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -354678.437500 Penalty: 4000.839111
	Iteration 39F: 3 clusters Score -354678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Entering Unmasked Estep 
Score: -3698892.000000 Penalty: 2583.289551
	Iteration 0F: 2 clusters Score -3698892 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 16695 members 
Entering Unmasked Estep 
Score: -3675974.750000 Penalty: 5166.579102
	Iteration 0F: 3 clusters Score -3675975 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3684304.000000 Penalty: 5166.579102
	Iteration 1F: 3 clusters Score -3684304 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3684954.500000 Penalty: 5166.579102
	Iteration 2Q: 3 clusters Score -3684954 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3685696.000000 Penalty: 5166.579102
	Iteration 3Q: 3 clusters Score -3685696 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3686497.750000 Penalty: 5166.579102
	Iteration 4F: 3 clusters Score -3686498 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3687209.000000 Penalty: 5166.579102
	Iteration 5Q: 3 clusters Score -3687209 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3687969.000000 Penalty: 5166.579102
	Iteration 6Q: 3 clusters Score -3687969 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3688817.000000 Penalty: 5166.579102
	Iteration 7Q: 3 clusters Score -3688817 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3689749.000000 Penalty: 5166.579102
	Iteration 8Q: 3 clusters Score -3689749 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3690766.500000 Penalty: 5166.579102
	Iteration 9Q: 3 clusters Score -3690766 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3691724.750000 Penalty: 5166.579102
	Iteration 10Q: 3 clusters Score -3691725 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3692558.000000 Penalty: 5166.579102
	Iteration 11Q: 3 clusters Score -3692558 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3693228.250000 Penalty: 5166.579102
	Iteration 12Q: 3 clusters Score -3693228 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3693694.750000 Penalty: 5166.579102
	Iteration 13Q: 3 clusters Score -3693695 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3694003.750000 Penalty: 5166.579102
	Iteration 14Q: 3 clusters Score -3694004 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3694224.250000 Penalty: 5166.579102
	Iteration 15Q: 3 clusters Score -3694224 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3694417.500000 Penalty: 5166.579102
	Iteration 16Q: 3 clusters Score -3694418 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3694537.000000 Penalty: 5166.579102
	Iteration 17Q: 3 clusters Score -3694537 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3694702.750000 Penalty: 5166.579102
	Iteration 18Q: 3 clusters Score -3694703 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3694873.000000 Penalty: 5166.579102
	Iteration 19Q: 3 clusters Score -3694873 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3695068.250000 Penalty: 5166.579102
	Iteration 20F: 3 clusters Score -3695068 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3695264.000000 Penalty: 5166.579102
	Iteration 21Q: 3 clusters Score -3695264 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3695473.250000 Penalty: 5166.579102
	Iteration 22Q: 3 clusters Score -3695473 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3695667.500000 Penalty: 5166.579102
	Iteration 23Q: 3 clusters Score -3695668 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3695907.750000 Penalty: 5166.579102
	Iteration 24Q: 3 clusters Score -3695908 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3696095.250000 Penalty: 5166.579102
	Iteration 25Q: 3 clusters Score -3696095 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3696267.500000 Penalty: 5166.579102
	Iteration 26Q: 3 clusters Score -3696268 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3696406.000000 Penalty: 5166.579102
	Iteration 27Q: 3 clusters Score -3696406 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3696516.750000 Penalty: 5166.579102
	Iteration 28Q: 3 clusters Score -3696517 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3696630.000000 Penalty: 5166.579102
	Iteration 29Q: 3 clusters Score -3696630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3696718.750000 Penalty: 5166.579102
	Iteration 30Q: 3 clusters Score -3696719 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3696784.250000 Penalty: 5166.579102
	Iteration 31Q: 3 clusters Score -3696784 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3696852.500000 Penalty: 5166.579102
	Iteration 32Q: 3 clusters Score -3696852 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3696911.250000 Penalty: 5166.579102
	Iteration 33Q: 3 clusters Score -3696911 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3696964.000000 Penalty: 5166.579102
	Iteration 34Q: 3 clusters Score -3696964 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3697020.750000 Penalty: 5166.579102
	Iteration 35Q: 3 clusters Score -3697021 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3697077.500000 Penalty: 5166.579102
	Iteration 36Q: 3 clusters Score -3697078 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3697131.250000 Penalty: 5166.579102
	Iteration 37Q: 3 clusters Score -3697131 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3697185.750000 Penalty: 5166.579102
	Iteration 38Q: 3 clusters Score -3697186 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3697226.000000 Penalty: 5166.579102
	Iteration 39Q: 3 clusters Score -3697226 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3697308.750000 Penalty: 5166.579102
	Iteration 40F: 3 clusters Score -3697309 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3697363.500000 Penalty: 5166.579102
	Iteration 41Q: 3 clusters Score -3697364 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3697428.750000 Penalty: 5166.579102
	Iteration 42Q: 3 clusters Score -3697429 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3697456.750000 Penalty: 5166.579102
	Iteration 43Q: 3 clusters Score -3697457 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3697522.250000 Penalty: 5166.579102
	Iteration 44Q: 3 clusters Score -3697522 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3697566.500000 Penalty: 5166.579102
	Iteration 45Q: 3 clusters Score -3697566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3697582.000000 Penalty: 5166.579102
	Iteration 46Q: 3 clusters Score -3697582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3697613.750000 Penalty: 5166.579102
	Iteration 47Q: 3 clusters Score -3697614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3697619.750000 Penalty: 5166.579102
	Iteration 48Q: 3 clusters Score -3697620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3697629.250000 Penalty: 5166.579102
	Iteration 49Q: 3 clusters Score -3697629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3697661.000000 Penalty: 5166.579102
	Iteration 50Q: 3 clusters Score -3697661 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3697672.250000 Penalty: 5166.579102
	Iteration 51Q: 3 clusters Score -3697672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3697675.000000 Penalty: 5166.579102
	Iteration 52Q: 3 clusters Score -3697675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3697689.750000 Penalty: 5166.579102
	Iteration 53Q: 3 clusters Score -3697690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3697717.250000 Penalty: 5166.579102
	Iteration 54Q: 3 clusters Score -3697717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3697727.750000 Penalty: 5166.579102
	Iteration 55Q: 3 clusters Score -3697728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3697739.750000 Penalty: 5166.579102
	Iteration 56Q: 3 clusters Score -3697740 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3697753.000000 Penalty: 5166.579102
	Iteration 57Q: 3 clusters Score -3697753 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3697769.750000 Penalty: 5166.579102
	Iteration 58Q: 3 clusters Score -3697770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3697787.750000 Penalty: 5166.579102
	Iteration 59Q: 3 clusters Score -3697788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3697813.250000 Penalty: 5166.579102
	Iteration 60F: 3 clusters Score -3697813 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3697835.750000 Penalty: 5166.579102
	Iteration 61Q: 3 clusters Score -3697836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3697845.750000 Penalty: 5166.579102
	Iteration 62Q: 3 clusters Score -3697846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3697860.750000 Penalty: 5166.579102
	Iteration 63Q: 3 clusters Score -3697861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3697873.750000 Penalty: 5166.579102
	Iteration 64Q: 3 clusters Score -3697874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3697882.250000 Penalty: 5166.579102
	Iteration 65Q: 3 clusters Score -3697882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3697904.000000 Penalty: 5166.579102
	Iteration 66Q: 3 clusters Score -3697904 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3697910.500000 Penalty: 5166.579102
	Iteration 67Q: 3 clusters Score -3697910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3697945.500000 Penalty: 5166.579102
	Iteration 68Q: 3 clusters Score -3697946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3697962.250000 Penalty: 5166.579102
	Iteration 69Q: 3 clusters Score -3697962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3697992.500000 Penalty: 5166.579102
	Iteration 70Q: 3 clusters Score -3697992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3698020.750000 Penalty: 5166.579102
	Iteration 71Q: 3 clusters Score -3698021 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3698039.250000 Penalty: 5166.579102
	Iteration 72Q: 3 clusters Score -3698039 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3698075.000000 Penalty: 5166.579102
	Iteration 73Q: 3 clusters Score -3698075 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3698109.750000 Penalty: 5166.579102
	Iteration 74Q: 3 clusters Score -3698110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3698153.000000 Penalty: 5166.579102
	Iteration 75Q: 3 clusters Score -3698153 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3698191.250000 Penalty: 5166.579102
	Iteration 76Q: 3 clusters Score -3698191 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3698239.500000 Penalty: 5166.579102
	Iteration 77Q: 3 clusters Score -3698240 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3698288.250000 Penalty: 5166.579102
	Iteration 78Q: 3 clusters Score -3698288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3698352.500000 Penalty: 5166.579102
	Iteration 79Q: 3 clusters Score -3698352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3698421.750000 Penalty: 5166.579102
	Iteration 80F: 3 clusters Score -3698422 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3698462.500000 Penalty: 5166.579102
	Iteration 81Q: 3 clusters Score -3698462 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3698515.500000 Penalty: 5166.579102
	Iteration 82Q: 3 clusters Score -3698516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3698572.750000 Penalty: 5166.579102
	Iteration 83Q: 3 clusters Score -3698573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3698600.500000 Penalty: 5166.579102
	Iteration 84Q: 3 clusters Score -3698600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3698625.750000 Penalty: 5166.579102
	Iteration 85Q: 3 clusters Score -3698626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3698662.000000 Penalty: 5166.579102
	Iteration 86Q: 3 clusters Score -3698662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3698678.750000 Penalty: 5166.579102
	Iteration 87Q: 3 clusters Score -3698679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3698699.250000 Penalty: 5166.579102
	Iteration 88Q: 3 clusters Score -3698699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3698728.500000 Penalty: 5166.579102
	Iteration 89Q: 3 clusters Score -3698728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3698747.500000 Penalty: 5166.579102
	Iteration 90Q: 3 clusters Score -3698748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3698770.000000 Penalty: 5166.579102
	Iteration 91Q: 3 clusters Score -3698770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3698764.500000 Penalty: 5166.579102
	Iteration 92Q: 3 clusters Score -3698764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3698765.250000 Penalty: 5166.579102
	Iteration 93Q: 3 clusters Score -3698765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3698765.500000 Penalty: 5166.579102
	Iteration 94Q: 3 clusters Score -3698766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3698768.500000 Penalty: 5166.579102
	Iteration 95Q: 3 clusters Score -3698768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3698781.500000 Penalty: 5166.579102
	Iteration 96Q: 3 clusters Score -3698782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3698774.000000 Penalty: 5166.579102
	Iteration 97Q: 3 clusters Score -3698774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3698781.500000 Penalty: 5166.579102
	Iteration 98Q: 3 clusters Score -3698782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3698782.500000 Penalty: 5166.579102
	Iteration 99Q: 3 clusters Score -3698782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3698784.500000 Penalty: 5166.579102
	Iteration 100F: 3 clusters Score -3698784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3698785.000000 Penalty: 5166.579102
	Iteration 101Q: 3 clusters Score -3698785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3698778.500000 Penalty: 5166.579102
	Iteration 102Q: 3 clusters Score -3698778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3698776.250000 Penalty: 5166.579102
	Iteration 103Q: 3 clusters Score -3698776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3698783.250000 Penalty: 5166.579102
	Iteration 104Q: 3 clusters Score -3698783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3698787.750000 Penalty: 5166.579102
	Iteration 105Q: 3 clusters Score -3698788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3698790.000000 Penalty: 5166.579102
	Iteration 106Q: 3 clusters Score -3698790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3698787.000000 Penalty: 5166.579102
	Iteration 107Q: 3 clusters Score -3698787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3698785.500000 Penalty: 5166.579102
	Iteration 108Q: 3 clusters Score -3698786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3698787.750000 Penalty: 5166.579102
	Iteration 109Q: 3 clusters Score -3698788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3698789.250000 Penalty: 5166.579102
	Iteration 110Q: 3 clusters Score -3698789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3698791.000000 Penalty: 5166.579102
	Iteration 111Q: 3 clusters Score -3698791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3698791.750000 Penalty: 5166.579102
	Iteration 112Q: 3 clusters Score -3698792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3698793.500000 Penalty: 5166.579102
	Iteration 113Q: 3 clusters Score -3698794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3698793.500000 Penalty: 5166.579102
	Iteration 114F: 3 clusters Score -3698794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (41084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Entering Unmasked Estep 
Score: -4255656.000000 Penalty: 2634.596680
	Iteration 0F: 2 clusters Score -4255656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4227736.000000 Penalty: 5269.193359
	Iteration 0F: 3 clusters Score -4227736 nChanged 18752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4238258.000000 Penalty: 5269.193359
	Iteration 1F: 3 clusters Score -4238258 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -4238928.500000 Penalty: 5269.193359
	Iteration 2Q: 3 clusters Score -4238928 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4239740.500000 Penalty: 5269.193359
	Iteration 3Q: 3 clusters Score -4239740 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4240852.500000 Penalty: 5269.193359
	Iteration 4Q: 3 clusters Score -4240852 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4242359.000000 Penalty: 5269.193359
	Iteration 5F: 3 clusters Score -4242359 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4244053.500000 Penalty: 5269.193359
	Iteration 6F: 3 clusters Score -4244054 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4245724.500000 Penalty: 5269.193359
	Iteration 7F: 3 clusters Score -4245724 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -4247112.500000 Penalty: 5269.193359
	Iteration 8F: 3 clusters Score -4247112 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -4248211.500000 Penalty: 5269.193359
	Iteration 9Q: 3 clusters Score -4248212 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4249031.000000 Penalty: 5269.193359
	Iteration 10Q: 3 clusters Score -4249031 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4249723.500000 Penalty: 5269.193359
	Iteration 11Q: 3 clusters Score -4249724 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4250322.000000 Penalty: 5269.193359
	Iteration 12Q: 3 clusters Score -4250322 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4250755.000000 Penalty: 5269.193359
	Iteration 13Q: 3 clusters Score -4250755 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4251063.500000 Penalty: 5269.193359
	Iteration 14Q: 3 clusters Score -4251064 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4251320.000000 Penalty: 5269.193359
	Iteration 15Q: 3 clusters Score -4251320 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4251534.500000 Penalty: 5269.193359
	Iteration 16Q: 3 clusters Score -4251534 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4251699.500000 Penalty: 5269.193359
	Iteration 17Q: 3 clusters Score -4251700 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4251835.000000 Penalty: 5269.193359
	Iteration 18Q: 3 clusters Score -4251835 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -4251931.500000 Penalty: 5269.193359
	Iteration 19Q: 3 clusters Score -4251932 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4252029.500000 Penalty: 5269.193359
	Iteration 20F: 3 clusters Score -4252030 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4252118.500000 Penalty: 5269.193359
	Iteration 21Q: 3 clusters Score -4252118 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4252186.500000 Penalty: 5269.193359
	Iteration 22Q: 3 clusters Score -4252186 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -4252260.500000 Penalty: 5269.193359
	Iteration 23Q: 3 clusters Score -4252260 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4252335.000000 Penalty: 5269.193359
	Iteration 24Q: 3 clusters Score -4252335 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4252436.000000 Penalty: 5269.193359
	Iteration 25Q: 3 clusters Score -4252436 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4252536.500000 Penalty: 5269.193359
	Iteration 26Q: 3 clusters Score -4252536 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4252607.000000 Penalty: 5269.193359
	Iteration 27Q: 3 clusters Score -4252607 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4252684.000000 Penalty: 5269.193359
	Iteration 28Q: 3 clusters Score -4252684 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4252795.000000 Penalty: 5269.193359
	Iteration 29Q: 3 clusters Score -4252795 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4252893.500000 Penalty: 5269.193359
	Iteration 30Q: 3 clusters Score -4252894 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4253006.000000 Penalty: 5269.193359
	Iteration 31Q: 3 clusters Score -4253006 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4253101.000000 Penalty: 5269.193359
	Iteration 32Q: 3 clusters Score -4253101 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4253209.500000 Penalty: 5269.193359
	Iteration 33Q: 3 clusters Score -4253210 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4253285.500000 Penalty: 5269.193359
	Iteration 34Q: 3 clusters Score -4253286 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4253383.500000 Penalty: 5269.193359
	Iteration 35Q: 3 clusters Score -4253384 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4253473.500000 Penalty: 5269.193359
	Iteration 36Q: 3 clusters Score -4253474 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4253545.000000 Penalty: 5269.193359
	Iteration 37Q: 3 clusters Score -4253545 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4253675.500000 Penalty: 5269.193359
	Iteration 38Q: 3 clusters Score -4253676 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4253805.500000 Penalty: 5269.193359
	Iteration 39Q: 3 clusters Score -4253806 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4253961.500000 Penalty: 5269.193359
	Iteration 40F: 3 clusters Score -4253962 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4254119.000000 Penalty: 5269.193359
	Iteration 41Q: 3 clusters Score -4254119 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4254277.000000 Penalty: 5269.193359
	Iteration 42Q: 3 clusters Score -4254277 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4254409.000000 Penalty: 5269.193359
	Iteration 43Q: 3 clusters Score -4254409 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4254542.000000 Penalty: 5269.193359
	Iteration 44Q: 3 clusters Score -4254542 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4254671.000000 Penalty: 5269.193359
	Iteration 45Q: 3 clusters Score -4254671 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4254773.500000 Penalty: 5269.193359
	Iteration 46Q: 3 clusters Score -4254774 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4254870.500000 Penalty: 5269.193359
	Iteration 47Q: 3 clusters Score -4254870 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4254959.500000 Penalty: 5269.193359
	Iteration 48Q: 3 clusters Score -4254960 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4255023.500000 Penalty: 5269.193359
	Iteration 49Q: 3 clusters Score -4255024 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4255079.000000 Penalty: 5269.193359
	Iteration 50Q: 3 clusters Score -4255079 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4255137.500000 Penalty: 5269.193359
	Iteration 51Q: 3 clusters Score -4255138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4255147.500000 Penalty: 5269.193359
	Iteration 52Q: 3 clusters Score -4255148 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4255195.500000 Penalty: 5269.193359
	Iteration 53Q: 3 clusters Score -4255196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4255232.000000 Penalty: 5269.193359
	Iteration 54Q: 3 clusters Score -4255232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4255243.500000 Penalty: 5269.193359
	Iteration 55Q: 3 clusters Score -4255244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4255258.500000 Penalty: 5269.193359
	Iteration 56Q: 3 clusters Score -4255258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4255269.500000 Penalty: 5269.193359
	Iteration 57Q: 3 clusters Score -4255270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4255276.500000 Penalty: 5269.193359
	Iteration 58Q: 3 clusters Score -4255276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4255285.500000 Penalty: 5269.193359
	Iteration 59Q: 3 clusters Score -4255286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4255298.500000 Penalty: 5269.193359
	Iteration 60F: 3 clusters Score -4255298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4255300.500000 Penalty: 5269.193359
	Iteration 61Q: 3 clusters Score -4255300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4255303.500000 Penalty: 5269.193359
	Iteration 62Q: 3 clusters Score -4255304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -4255304.500000 Penalty: 5269.193359
	Iteration 63Q: 3 clusters Score -4255304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4255313.000000 Penalty: 5269.193359
	Iteration 64Q: 3 clusters Score -4255313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4255313.500000 Penalty: 5269.193359
	Iteration 65Q: 3 clusters Score -4255314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -4255312.500000 Penalty: 5269.193359
	Iteration 66Q: 3 clusters Score -4255312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4255315.500000 Penalty: 5269.193359
	Iteration 67Q: 3 clusters Score -4255316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4255314.500000 Penalty: 5269.193359
	Iteration 68Q: 3 clusters Score -4255314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4255322.000000 Penalty: 5269.193359
	Iteration 69Q: 3 clusters Score -4255322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4255315.500000 Penalty: 5269.193359
	Iteration 70Q: 3 clusters Score -4255316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4255311.000000 Penalty: 5269.193359
	Iteration 71Q: 3 clusters Score -4255311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4255317.500000 Penalty: 5269.193359
	Iteration 72Q: 3 clusters Score -4255318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4255322.000000 Penalty: 5269.193359
	Iteration 73Q: 3 clusters Score -4255322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4255327.500000 Penalty: 5269.193359
	Iteration 74Q: 3 clusters Score -4255328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4255327.500000 Penalty: 5269.193359
	Iteration 75Q: 3 clusters Score -4255328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4255326.000000 Penalty: 5269.193359
	Iteration 76Q: 3 clusters Score -4255326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4255323.500000 Penalty: 5269.193359
	Iteration 77Q: 3 clusters Score -4255324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4255324.000000 Penalty: 5269.193359
	Iteration 78Q: 3 clusters Score -4255324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4255322.500000 Penalty: 5269.193359
	Iteration 79Q: 3 clusters Score -4255322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4255324.000000 Penalty: 5269.193359
	Iteration 80F: 3 clusters Score -4255324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4255329.000000 Penalty: 5269.193359
	Iteration 81Q: 3 clusters Score -4255329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -4255328.000000 Penalty: 5269.193359
	Iteration 82Q: 3 clusters Score -4255328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4255328.000000 Penalty: 5269.193359
	Iteration 83Q: 3 clusters Score -4255328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4255326.500000 Penalty: 5269.193359
	Iteration 84Q: 3 clusters Score -4255326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4255326.500000 Penalty: 5269.193359
	Iteration 85F: 3 clusters Score -4255326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -589467.500000 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -589467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -584925.062500 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -584925.1 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -585960.750000 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -585960.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -586160.875000 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -586160.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -586282.250000 Penalty: 4230.150391
	Iteration 3Q: 3 clusters Score -586282.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -586372.750000 Penalty: 4230.150391
	Iteration 4Q: 3 clusters Score -586372.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -586425.062500 Penalty: 4230.150391
	Iteration 5Q: 3 clusters Score -586425.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -586454.500000 Penalty: 4230.150391
	Iteration 6Q: 3 clusters Score -586454.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -586482.125000 Penalty: 4230.150391
	Iteration 7Q: 3 clusters Score -586482.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -586501.375000 Penalty: 4230.150391
	Iteration 8Q: 3 clusters Score -586501.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -586516.250000 Penalty: 4230.150391
	Iteration 9Q: 3 clusters Score -586516.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -586528.312500 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -586528.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -586540.687500 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -586540.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -586550.875000 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -586550.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -586561.937500 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -586561.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -586572.750000 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -586572.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -586586.875000 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -586586.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -586599.750000 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -586599.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -586614.312500 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -586614.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -586625.375000 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -586625.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -586636.062500 Penalty: 4230.150391
	Iteration 19Q: 3 clusters Score -586636.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -586650.625000 Penalty: 4230.150391
	Iteration 20F: 3 clusters Score -586650.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -586662.812500 Penalty: 4230.150391
	Iteration 21Q: 3 clusters Score -586662.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -586671.562500 Penalty: 4230.150391
	Iteration 22Q: 3 clusters Score -586671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -586678.062500 Penalty: 4230.150391
	Iteration 23Q: 3 clusters Score -586678.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -586689.000000 Penalty: 4230.150391
	Iteration 24Q: 3 clusters Score -586689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -586695.000000 Penalty: 4230.150391
	Iteration 25Q: 3 clusters Score -586695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -586702.625000 Penalty: 4230.150391
	Iteration 26Q: 3 clusters Score -586702.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -586708.812500 Penalty: 4230.150391
	Iteration 27Q: 3 clusters Score -586708.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -586716.187500 Penalty: 4230.150391
	Iteration 28Q: 3 clusters Score -586716.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -586722.562500 Penalty: 4230.150391
	Iteration 29Q: 3 clusters Score -586722.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -586734.500000 Penalty: 4230.150391
	Iteration 30Q: 3 clusters Score -586734.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -586747.750000 Penalty: 4230.150391
	Iteration 31Q: 3 clusters Score -586747.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -586766.250000 Penalty: 4230.150391
	Iteration 32Q: 3 clusters Score -586766.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -586784.937500 Penalty: 4230.150391
	Iteration 33Q: 3 clusters Score -586784.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -586807.875000 Penalty: 4230.150391
	Iteration 34Q: 3 clusters Score -586807.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -586829.312500 Penalty: 4230.150391
	Iteration 35Q: 3 clusters Score -586829.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -586851.500000 Penalty: 4230.150391
	Iteration 36Q: 3 clusters Score -586851.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -586873.937500 Penalty: 4230.150391
	Iteration 37Q: 3 clusters Score -586873.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -586904.687500 Penalty: 4230.150391
	Iteration 38Q: 3 clusters Score -586904.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -586946.812500 Penalty: 4230.150391
	Iteration 39Q: 3 clusters Score -586946.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -586983.375000 Penalty: 4230.150391
	Iteration 40F: 3 clusters Score -586983.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -587012.562500 Penalty: 4230.150391
	Iteration 41Q: 3 clusters Score -587012.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -587040.687500 Penalty: 4230.150391
	Iteration 42Q: 3 clusters Score -587040.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -587069.062500 Penalty: 4230.150391
	Iteration 43Q: 3 clusters Score -587069.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -587105.437500 Penalty: 4230.150391
	Iteration 44Q: 3 clusters Score -587105.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -587133.625000 Penalty: 4230.150391
	Iteration 45Q: 3 clusters Score -587133.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -587169.062500 Penalty: 4230.150391
	Iteration 46Q: 3 clusters Score -587169.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -587201.437500 Penalty: 4230.150391
	Iteration 47Q: 3 clusters Score -587201.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -587240.562500 Penalty: 4230.150391
	Iteration 48Q: 3 clusters Score -587240.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -587275.125000 Penalty: 4230.150391
	Iteration 49Q: 3 clusters Score -587275.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -587309.687500 Penalty: 4230.150391
	Iteration 50Q: 3 clusters Score -587309.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -587349.125000 Penalty: 4230.150391
	Iteration 51Q: 3 clusters Score -587349.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -587384.187500 Penalty: 4230.150391
	Iteration 52Q: 3 clusters Score -587384.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -587408.312500 Penalty: 4230.150391
	Iteration 53Q: 3 clusters Score -587408.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -587430.187500 Penalty: 4230.150391
	Iteration 54Q: 3 clusters Score -587430.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -587453.937500 Penalty: 4230.150391
	Iteration 55Q: 3 clusters Score -587453.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -587486.187500 Penalty: 4230.150391
	Iteration 56Q: 3 clusters Score -587486.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -587508.812500 Penalty: 4230.150391
	Iteration 57Q: 3 clusters Score -587508.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -587522.812500 Penalty: 4230.150391
	Iteration 58Q: 3 clusters Score -587522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -587533.375000 Penalty: 4230.150391
	Iteration 59Q: 3 clusters Score -587533.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -587540.437500 Penalty: 4230.150391
	Iteration 60F: 3 clusters Score -587540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -587553.750000 Penalty: 4230.150391
	Iteration 61Q: 3 clusters Score -587553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -587564.625000 Penalty: 4230.150391
	Iteration 62Q: 3 clusters Score -587564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -587570.500000 Penalty: 4230.150391
	Iteration 63Q: 3 clusters Score -587570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -587576.125000 Penalty: 4230.150391
	Iteration 64Q: 3 clusters Score -587576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -587577.562500 Penalty: 4230.150391
	Iteration 65Q: 3 clusters Score -587577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -587579.625000 Penalty: 4230.150391
	Iteration 66Q: 3 clusters Score -587579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -587579.187500 Penalty: 4230.150391
	Iteration 67Q: 3 clusters Score -587579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -587579.187500 Penalty: 4230.150391
	Iteration 68F: 3 clusters Score -587579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (304704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304704 members 
Entering Unmasked Estep 
Score: -34330156.000000 Penalty: 3131.519775
	Iteration 0F: 2 clusters Score -3.433016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 152258 members 
Entering Unmasked Estep 
Score: -34134396.000000 Penalty: 6263.039551
	Iteration 0F: 3 clusters Score -3.41344e+07 nChanged 147600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158316 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -34221216.000000 Penalty: 6263.039551
	Iteration 1F: 3 clusters Score -3.422122e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161737 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -34222560.000000 Penalty: 6263.039551
	Iteration 2Q: 3 clusters Score -3.422256e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -34224964.000000 Penalty: 6263.039551
	Iteration 3Q: 3 clusters Score -3.422496e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -34228620.000000 Penalty: 6263.039551
	Iteration 4Q: 3 clusters Score -3.422862e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -34234992.000000 Penalty: 6263.039551
	Iteration 5Q: 3 clusters Score -3.423499e+07 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205567 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -34246380.000000 Penalty: 6263.039551
	Iteration 6F: 3 clusters Score -3.424638e+07 nChanged 23163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227948 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -34264484.000000 Penalty: 6263.039551
	Iteration 7F: 3 clusters Score -3.426448e+07 nChanged 25011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252531 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -34287592.000000 Penalty: 6263.039551
	Iteration 8F: 3 clusters Score -3.428759e+07 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273755 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -34308144.000000 Penalty: 6263.039551
	Iteration 9F: 3 clusters Score -3.430814e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288129 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -34320700.000000 Penalty: 6263.039551
	Iteration 10Q: 3 clusters Score -3.43207e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296155 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -34325384.000000 Penalty: 6263.039551
	Iteration 11Q: 3 clusters Score -3.432538e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300241 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -34327108.000000 Penalty: 6263.039551
	Iteration 12Q: 3 clusters Score -3.432711e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302195 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -34327708.000000 Penalty: 6263.039551
	Iteration 13Q: 3 clusters Score -3.432771e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303106 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -34327812.000000 Penalty: 6263.039551
	Iteration 14Q: 3 clusters Score -3.432781e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303515 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -34327928.000000 Penalty: 6263.039551
	Iteration 15Q: 3 clusters Score -3.432793e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303733 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -34327952.000000 Penalty: 6263.039551
	Iteration 16Q: 3 clusters Score -3.432795e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303846 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -34327988.000000 Penalty: 6263.039551
	Iteration 17Q: 3 clusters Score -3.432799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303914 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -34327976.000000 Penalty: 6263.039551
	Iteration 18Q: 3 clusters Score -3.432798e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303962 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34327924.000000 Penalty: 6263.039551
	Iteration 19Q: 3 clusters Score -3.432792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304009 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -34327908.000000 Penalty: 6263.039551
	Iteration 20F: 3 clusters Score -3.432791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304035 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -34327892.000000 Penalty: 6263.039551
	Iteration 21Q: 3 clusters Score -3.432789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304051 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -34327884.000000 Penalty: 6263.039551
	Iteration 22Q: 3 clusters Score -3.432788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304059 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -34327892.000000 Penalty: 6263.039551
	Iteration 23Q: 3 clusters Score -3.432789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -34327900.000000 Penalty: 6263.039551
	Iteration 24Q: 3 clusters Score -3.43279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304074 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -34327916.000000 Penalty: 6263.039551
	Iteration 25Q: 3 clusters Score -3.432792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304085 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -34327932.000000 Penalty: 6263.039551
	Iteration 26Q: 3 clusters Score -3.432793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304093 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34327904.000000 Penalty: 6263.039551
	Iteration 27Q: 3 clusters Score -3.43279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304096 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34327912.000000 Penalty: 6263.039551
	Iteration 28Q: 3 clusters Score -3.432791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304097 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -34327936.000000 Penalty: 6263.039551
	Iteration 29Q: 3 clusters Score -3.432794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304098 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -34327944.000000 Penalty: 6263.039551
	Iteration 30Q: 3 clusters Score -3.432794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304098 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -34327940.000000 Penalty: 6263.039551
	Iteration 31Q: 3 clusters Score -3.432794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304098 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -34327940.000000 Penalty: 6263.039551
	Iteration 32F: 3 clusters Score -3.432794e+07 nChanged 0
--- Evaluating fit on full set of 3039103 points ---
Entering Unmasked Estep 
Score: -331951584.000000 Penalty: 159182.296875
24->44 Clusters: Score -331951584.000000, best is -332020096.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1013034 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 42602 members 
Mstep: Class 3 contains 42173 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 42211 members 
Mstep: Class 6 contains 42413 members 
Mstep: Class 7 contains 42109 members 
Mstep: Class 8 contains 42270 members 
Mstep: Class 9 contains 42240 members 
Mstep: Class 10 contains 41898 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 42111 members 
Mstep: Class 13 contains 42400 members 
Mstep: Class 14 contains 42224 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 41924 members 
Mstep: Class 18 contains 42490 members 
Mstep: Class 19 contains 42366 members 
Mstep: Class 20 contains 42453 members 
Mstep: Class 21 contains 42334 members 
Mstep: Class 22 contains 41905 members 
Mstep: Class 23 contains 42154 members 
Mstep: Class 24 contains 41933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 185.144745 but Gain 3429.460938
Score: -103521960.000000 Penalty: 78877.539062
Iteration 0F: 24 clusters Score -1.03522e+08 nChanged 967645
Entering Unmasked Mstep 
Mstep: Class 0 contains 3627 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 21458 members 
Mstep: Class 3 contains 12207 members 
Mstep: Class 4 contains 109799 members 
Mstep: Class 5 contains 11520 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 19400 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 24101 members 
Mstep: Class 11 contains 255266 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 13 contains 115025 members 
Mstep: Class 14 contains 36838 members 
Mstep: Class 15 contains 32399 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 26066 members 
Mstep: Class 19 contains 69212 members 
Mstep: Class 20 contains 9467 members 
Mstep: Class 21 contains 7291 members 
Mstep: Class 22 contains 93167 members 
Mstep: Class 23 contains 15507 members 
Mstep: Class 24 contains 49263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108536344.000000 Penalty: 78877.539062
Iteration 1F: 24 clusters Score -1.085363e+08 nChanged 400639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3459 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 15852 members 
Mstep: Class 3 contains 6022 members 
Mstep: Class 4 contains 85230 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 13054 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 14331 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 20385 members 
Mstep: Class 11 contains 369997 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 97189 members 
Mstep: Class 14 contains 31080 members 
Mstep: Class 15 contains 18855 members 
Mstep: Class 16 contains 10954 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 19 contains 48736 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 117162 members 
Mstep: Class 23 contains 9927 members 
Mstep: Class 24 contains 30953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109299960.000000 Penalty: 78877.539062
Iteration 2F: 24 clusters Score -1.093e+08 nChanged 259407
Entering Unmasked Mstep 
Mstep: Class 0 contains 3312 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 21019 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 67438 members 
Mstep: Class 5 contains 28855 members 
Mstep: Class 6 contains 16111 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 10 contains 18741 members 
Mstep: Class 11 contains 428867 members 
Mstep: Class 12 contains 20243 members 
Mstep: Class 13 contains 72782 members 
Mstep: Class 14 contains 33423 members 
Mstep: Class 15 contains 10978 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 19 contains 34071 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 8119 members 
Mstep: Class 22 contains 123268 members 
Mstep: Class 23 contains 9983 members 
Mstep: Class 24 contains 23437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3117.376221 but Gain 3429.460938
Score: -109617800.000000 Penalty: 75448.078125
Iteration 3F: 23 clusters Score -1.096178e+08 nChanged 189692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3100 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 4 contains 52705 members 
Mstep: Class 5 contains 31141 members 
Mstep: Class 6 contains 15095 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 416435 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 56894 members 
Mstep: Class 14 contains 37853 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5014 members 
Mstep: Class 17 contains 14503 members 
Mstep: Class 19 contains 23432 members 
Mstep: Class 20 contains 10513 members 
Mstep: Class 21 contains 9203 members 
Mstep: Class 22 contains 151742 members 
Mstep: Class 23 contains 14436 members 
Mstep: Class 24 contains 24914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109897312.000000 Penalty: 75448.078125
Iteration 4F: 23 clusters Score -1.098973e+08 nChanged 159429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2828 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 29716 members 
Mstep: Class 4 contains 37659 members 
Mstep: Class 5 contains 29800 members 
Mstep: Class 6 contains 12567 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 53516 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 376959 members 
Mstep: Class 12 contains 16356 members 
Mstep: Class 13 contains 48499 members 
Mstep: Class 14 contains 40326 members 
Mstep: Class 15 contains 7778 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 16213 members 
Mstep: Class 19 contains 15967 members 
Mstep: Class 20 contains 11858 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 191294 members 
Mstep: Class 23 contains 20315 members 
Mstep: Class 24 contains 28367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2821.666260 but Gain 3429.453125
Score: -110135424.000000 Penalty: 72018.625000
Iteration 5F: 22 clusters Score -1.101354e+08 nChanged 136996
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 30518 members 
Mstep: Class 4 contains 25916 members 
Mstep: Class 5 contains 27681 members 
Mstep: Class 6 contains 9766 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 70528 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 333412 members 
Mstep: Class 12 contains 12139 members 
Mstep: Class 13 contains 45710 members 
Mstep: Class 14 contains 41230 members 
Mstep: Class 15 contains 7572 members 
Mstep: Class 17 contains 17988 members 
Mstep: Class 19 contains 11663 members 
Mstep: Class 20 contains 12526 members 
Mstep: Class 21 contains 16436 members 
Mstep: Class 22 contains 235211 members 
Mstep: Class 23 contains 24444 members 
Mstep: Class 24 contains 31204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110359088.000000 Penalty: 72018.625000
Iteration 6F: 22 clusters Score -1.103591e+08 nChanged 109699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 30303 members 
Mstep: Class 4 contains 16983 members 
Mstep: Class 5 contains 25847 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 79620 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 10110 members 
Mstep: Class 11 contains 294833 members 
Mstep: Class 12 contains 8800 members 
Mstep: Class 13 contains 46272 members 
Mstep: Class 14 contains 41325 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 17 contains 19746 members 
Mstep: Class 19 contains 8793 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 19364 members 
Mstep: Class 22 contains 276730 members 
Mstep: Class 23 contains 27197 members 
Mstep: Class 24 contains 32338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110498000.000000 Penalty: 72018.625000
Iteration 7F: 22 clusters Score -1.10498e+08 nChanged 89232
Entering Unmasked Mstep 
Mstep: Class 0 contains 979 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 29591 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 82861 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 8930 members 
Mstep: Class 11 contains 261706 members 
Mstep: Class 12 contains 6784 members 
Mstep: Class 13 contains 48845 members 
Mstep: Class 14 contains 41175 members 
Mstep: Class 15 contains 7510 members 
Mstep: Class 17 contains 21672 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 11630 members 
Mstep: Class 21 contains 21553 members 
Mstep: Class 22 contains 315347 members 
Mstep: Class 23 contains 28941 members 
Mstep: Class 24 contains 32449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110610720.000000 Penalty: 72018.625000
Iteration 8F: 22 clusters Score -1.106107e+08 nChanged 84420
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 28791 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 23198 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 80146 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 224516 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 53654 members 
Mstep: Class 14 contains 40919 members 
Mstep: Class 15 contains 7606 members 
Mstep: Class 17 contains 23472 members 
Mstep: Class 19 contains 5611 members 
Mstep: Class 20 contains 10630 members 
Mstep: Class 21 contains 23711 members 
Mstep: Class 22 contains 358967 members 
Mstep: Class 23 contains 29981 members 
Mstep: Class 24 contains 31983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110677720.000000 Penalty: 72018.625000
Iteration 9F: 22 clusters Score -1.106777e+08 nChanged 74150
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 28190 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 22114 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 76480 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 190780 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 60465 members 
Mstep: Class 14 contains 41330 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 17 contains 25458 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 9761 members 
Mstep: Class 21 contains 25983 members 
Mstep: Class 22 contains 393451 members 
Mstep: Class 23 contains 30663 members 
Mstep: Class 24 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110679976.000000 Penalty: 72018.625000
Iteration 10F: 22 clusters Score -1.1068e+08 nChanged 51447
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 27735 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 21219 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 75454 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 169513 members 
Mstep: Class 12 contains 4717 members 
Mstep: Class 13 contains 68197 members 
Mstep: Class 14 contains 42303 members 
Mstep: Class 15 contains 8283 members 
Mstep: Class 17 contains 27850 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 28285 members 
Mstep: Class 22 contains 407027 members 
Mstep: Class 23 contains 31130 members 
Mstep: Class 24 contains 30495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110691648.000000 Penalty: 72018.625000
Iteration 11F: 22 clusters Score -1.106916e+08 nChanged 38603
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 27362 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 20469 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 74963 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 153505 members 
Mstep: Class 12 contains 4342 members 
Mstep: Class 13 contains 76130 members 
Mstep: Class 14 contains 43347 members 
Mstep: Class 15 contains 8827 members 
Mstep: Class 17 contains 30483 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 8530 members 
Mstep: Class 21 contains 30450 members 
Mstep: Class 22 contains 411969 members 
Mstep: Class 23 contains 31455 members 
Mstep: Class 24 contains 29982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110709728.000000 Penalty: 72018.625000
Iteration 12Q: 22 clusters Score -1.107097e+08 nChanged 31377
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 27057 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 19783 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 74616 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 7781 members 
Mstep: Class 11 contains 141164 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 83595 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 17 contains 33125 members 
Mstep: Class 19 contains 6053 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 412508 members 
Mstep: Class 23 contains 31615 members 
Mstep: Class 24 contains 29772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110727504.000000 Penalty: 72018.625000
Iteration 13Q: 22 clusters Score -1.107275e+08 nChanged 25601
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 26736 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 19145 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 74263 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 7855 members 
Mstep: Class 11 contains 132287 members 
Mstep: Class 12 contains 3868 members 
Mstep: Class 13 contains 89915 members 
Mstep: Class 14 contains 45227 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 17 contains 35446 members 
Mstep: Class 19 contains 6845 members 
Mstep: Class 20 contains 7839 members 
Mstep: Class 21 contains 33770 members 
Mstep: Class 22 contains 410531 members 
Mstep: Class 23 contains 31749 members 
Mstep: Class 24 contains 29735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110742448.000000 Penalty: 72018.625000
Iteration 14Q: 22 clusters Score -1.107424e+08 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 26403 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 18579 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 74001 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 126209 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 94969 members 
Mstep: Class 14 contains 46095 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 17 contains 37408 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 7564 members 
Mstep: Class 21 contains 35017 members 
Mstep: Class 22 contains 406819 members 
Mstep: Class 23 contains 31879 members 
Mstep: Class 24 contains 29887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110753680.000000 Penalty: 72018.625000
Iteration 15Q: 22 clusters Score -1.107537e+08 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 26099 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 18127 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 73702 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 8035 members 
Mstep: Class 11 contains 122290 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 98911 members 
Mstep: Class 14 contains 46861 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 17 contains 39098 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 20 contains 7324 members 
Mstep: Class 21 contains 36054 members 
Mstep: Class 22 contains 402300 members 
Mstep: Class 23 contains 31990 members 
Mstep: Class 24 contains 30140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110762456.000000 Penalty: 72018.625000
Iteration 16Q: 22 clusters Score -1.107625e+08 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 25803 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 17758 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 73361 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 8104 members 
Mstep: Class 11 contains 119988 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 102209 members 
Mstep: Class 14 contains 47540 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 17 contains 40560 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 36917 members 
Mstep: Class 22 contains 397330 members 
Mstep: Class 23 contains 32027 members 
Mstep: Class 24 contains 30358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110769448.000000 Penalty: 72018.625000
Iteration 17Q: 22 clusters Score -1.107694e+08 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 25480 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 17468 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 72913 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 118640 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 104909 members 
Mstep: Class 14 contains 48193 members 
Mstep: Class 15 contains 11894 members 
Mstep: Class 17 contains 41795 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 37614 members 
Mstep: Class 22 contains 392661 members 
Mstep: Class 23 contains 32021 members 
Mstep: Class 24 contains 30538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110775104.000000 Penalty: 72018.625000
Iteration 18Q: 22 clusters Score -1.107751e+08 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 25175 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 17242 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 72478 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 117944 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 107357 members 
Mstep: Class 14 contains 48717 members 
Mstep: Class 15 contains 12352 members 
Mstep: Class 17 contains 43019 members 
Mstep: Class 19 contains 12711 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 38156 members 
Mstep: Class 22 contains 388105 members 
Mstep: Class 23 contains 31987 members 
Mstep: Class 24 contains 30713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110779376.000000 Penalty: 72018.625000
Iteration 19Q: 22 clusters Score -1.107794e+08 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 24903 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 17072 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 71973 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 8237 members 
Mstep: Class 11 contains 117614 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 109516 members 
Mstep: Class 14 contains 49125 members 
Mstep: Class 15 contains 12712 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 19 contains 13468 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 38532 members 
Mstep: Class 22 contains 384070 members 
Mstep: Class 23 contains 31906 members 
Mstep: Class 24 contains 30829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110783296.000000 Penalty: 72018.625000
Iteration 20F: 22 clusters Score -1.107833e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 24673 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 16955 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 71410 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 117311 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 111331 members 
Mstep: Class 14 contains 49468 members 
Mstep: Class 15 contains 13082 members 
Mstep: Class 17 contains 45450 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 38814 members 
Mstep: Class 22 contains 380514 members 
Mstep: Class 23 contains 31737 members 
Mstep: Class 24 contains 30933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110787184.000000 Penalty: 72018.625000
Iteration 21Q: 22 clusters Score -1.107872e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 24445 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 16865 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 70853 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 8293 members 
Mstep: Class 11 contains 117142 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 112921 members 
Mstep: Class 14 contains 49731 members 
Mstep: Class 15 contains 13441 members 
Mstep: Class 17 contains 46566 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 39040 members 
Mstep: Class 22 contains 377433 members 
Mstep: Class 23 contains 31577 members 
Mstep: Class 24 contains 30976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110790136.000000 Penalty: 72018.625000
Iteration 22Q: 22 clusters Score -1.107901e+08 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 24255 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 16804 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 70325 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 117031 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 114327 members 
Mstep: Class 14 contains 49965 members 
Mstep: Class 15 contains 13694 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 39229 members 
Mstep: Class 22 contains 374584 members 
Mstep: Class 23 contains 31449 members 
Mstep: Class 24 contains 31014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110792392.000000 Penalty: 72018.625000
Iteration 23Q: 22 clusters Score -1.107924e+08 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 24059 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 16748 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 69799 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 8328 members 
Mstep: Class 11 contains 116969 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 115559 members 
Mstep: Class 14 contains 50185 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 17 contains 48635 members 
Mstep: Class 19 contains 16194 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 39381 members 
Mstep: Class 22 contains 372069 members 
Mstep: Class 23 contains 31318 members 
Mstep: Class 24 contains 31044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110794528.000000 Penalty: 72018.625000
Iteration 24Q: 22 clusters Score -1.107945e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 23875 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 16717 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 69276 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 116916 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 116697 members 
Mstep: Class 14 contains 50398 members 
Mstep: Class 15 contains 14202 members 
Mstep: Class 17 contains 49559 members 
Mstep: Class 19 contains 16647 members 
Mstep: Class 20 contains 6368 members 
Mstep: Class 21 contains 39518 members 
Mstep: Class 22 contains 369827 members 
Mstep: Class 23 contains 31202 members 
Mstep: Class 24 contains 31057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110796424.000000 Penalty: 72018.625000
Iteration 25Q: 22 clusters Score -1.107964e+08 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 23699 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 16687 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 68783 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 116909 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 117659 members 
Mstep: Class 14 contains 50588 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 17 contains 50387 members 
Mstep: Class 19 contains 16972 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 39617 members 
Mstep: Class 22 contains 367971 members 
Mstep: Class 23 contains 31108 members 
Mstep: Class 24 contains 31074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110797848.000000 Penalty: 72018.625000
Iteration 26Q: 22 clusters Score -1.107978e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 23545 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 16664 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 68313 members 
Mstep: Class 9 contains 6964 members 
Mstep: Class 10 contains 8429 members 
Mstep: Class 11 contains 116895 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 118589 members 
Mstep: Class 14 contains 50744 members 
Mstep: Class 15 contains 14538 members 
Mstep: Class 17 contains 51139 members 
Mstep: Class 19 contains 17248 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 39714 members 
Mstep: Class 22 contains 366299 members 
Mstep: Class 23 contains 31029 members 
Mstep: Class 24 contains 31077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110799288.000000 Penalty: 72018.625000
Iteration 27Q: 22 clusters Score -1.107993e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16649 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 67927 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 116885 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 119320 members 
Mstep: Class 14 contains 50855 members 
Mstep: Class 15 contains 14668 members 
Mstep: Class 17 contains 51816 members 
Mstep: Class 19 contains 17509 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 39802 members 
Mstep: Class 22 contains 364861 members 
Mstep: Class 23 contains 30943 members 
Mstep: Class 24 contains 31072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110800608.000000 Penalty: 72018.625000
Iteration 28Q: 22 clusters Score -1.108006e+08 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 23255 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16644 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 67577 members 
Mstep: Class 9 contains 6989 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 116881 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 119975 members 
Mstep: Class 14 contains 50961 members 
Mstep: Class 15 contains 14798 members 
Mstep: Class 17 contains 52459 members 
Mstep: Class 19 contains 17735 members 
Mstep: Class 20 contains 6253 members 
Mstep: Class 21 contains 39838 members 
Mstep: Class 22 contains 363584 members 
Mstep: Class 23 contains 30862 members 
Mstep: Class 24 contains 31066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110801264.000000 Penalty: 72018.625000
Iteration 29Q: 22 clusters Score -1.108013e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 23092 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16641 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 67277 members 
Mstep: Class 9 contains 6992 members 
Mstep: Class 10 contains 8573 members 
Mstep: Class 11 contains 116871 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 120537 members 
Mstep: Class 14 contains 51042 members 
Mstep: Class 15 contains 14894 members 
Mstep: Class 17 contains 53054 members 
Mstep: Class 19 contains 17931 members 
Mstep: Class 20 contains 6240 members 
Mstep: Class 21 contains 39894 members 
Mstep: Class 22 contains 362428 members 
Mstep: Class 23 contains 30804 members 
Mstep: Class 24 contains 31069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110801816.000000 Penalty: 72018.625000
Iteration 30Q: 22 clusters Score -1.108018e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 22937 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16637 members 
Mstep: Class 6 contains 1855 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 67005 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 8631 members 
Mstep: Class 11 contains 116865 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 121041 members 
Mstep: Class 14 contains 51126 members 
Mstep: Class 15 contains 14964 members 
Mstep: Class 17 contains 53641 members 
Mstep: Class 19 contains 18111 members 
Mstep: Class 20 contains 6228 members 
Mstep: Class 21 contains 39933 members 
Mstep: Class 22 contains 361345 members 
Mstep: Class 23 contains 30767 members 
Mstep: Class 24 contains 31084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110802504.000000 Penalty: 72018.625000
Iteration 31Q: 22 clusters Score -1.108025e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 22801 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 66775 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 116864 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 121478 members 
Mstep: Class 14 contains 51206 members 
Mstep: Class 15 contains 15013 members 
Mstep: Class 17 contains 54173 members 
Mstep: Class 19 contains 18288 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 39965 members 
Mstep: Class 22 contains 360345 members 
Mstep: Class 23 contains 30743 members 
Mstep: Class 24 contains 31091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110802968.000000 Penalty: 72018.625000
Iteration 32Q: 22 clusters Score -1.10803e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 22659 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16611 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 66545 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 116844 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 51268 members 
Mstep: Class 15 contains 15072 members 
Mstep: Class 17 contains 54667 members 
Mstep: Class 19 contains 18444 members 
Mstep: Class 20 contains 6209 members 
Mstep: Class 21 contains 39977 members 
Mstep: Class 22 contains 359438 members 
Mstep: Class 23 contains 30710 members 
Mstep: Class 24 contains 31105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110803104.000000 Penalty: 72018.625000
Iteration 33Q: 22 clusters Score -1.108031e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 22527 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 66279 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 8846 members 
Mstep: Class 11 contains 116835 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 13 contains 122340 members 
Mstep: Class 14 contains 51327 members 
Mstep: Class 15 contains 15125 members 
Mstep: Class 17 contains 55169 members 
Mstep: Class 19 contains 18573 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 39996 members 
Mstep: Class 22 contains 358630 members 
Mstep: Class 23 contains 30672 members 
Mstep: Class 24 contains 31120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110803824.000000 Penalty: 72018.625000
Iteration 34Q: 22 clusters Score -1.108038e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 22392 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16571 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 66058 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 116826 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 122652 members 
Mstep: Class 14 contains 51407 members 
Mstep: Class 15 contains 15158 members 
Mstep: Class 17 contains 55621 members 
Mstep: Class 19 contains 18696 members 
Mstep: Class 20 contains 6201 members 
Mstep: Class 21 contains 40034 members 
Mstep: Class 22 contains 357905 members 
Mstep: Class 23 contains 30643 members 
Mstep: Class 24 contains 31143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110804520.000000 Penalty: 72018.625000
Iteration 35Q: 22 clusters Score -1.108045e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 22264 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16555 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 65819 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 9010 members 
Mstep: Class 11 contains 116822 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 122951 members 
Mstep: Class 14 contains 51481 members 
Mstep: Class 15 contains 15186 members 
Mstep: Class 17 contains 56034 members 
Mstep: Class 19 contains 18778 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 40057 members 
Mstep: Class 22 contains 357295 members 
Mstep: Class 23 contains 30612 members 
Mstep: Class 24 contains 31168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110804792.000000 Penalty: 72018.625000
Iteration 36Q: 22 clusters Score -1.108048e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 22130 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16540 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 65594 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 116815 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 123195 members 
Mstep: Class 14 contains 51537 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 17 contains 56442 members 
Mstep: Class 19 contains 18842 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 40094 members 
Mstep: Class 22 contains 356751 members 
Mstep: Class 23 contains 30579 members 
Mstep: Class 24 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110805216.000000 Penalty: 72018.625000
Iteration 37Q: 22 clusters Score -1.108052e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16524 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 65389 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 11 contains 116816 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 123418 members 
Mstep: Class 14 contains 51563 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 17 contains 56810 members 
Mstep: Class 19 contains 18891 members 
Mstep: Class 20 contains 6193 members 
Mstep: Class 21 contains 40143 members 
Mstep: Class 22 contains 356266 members 
Mstep: Class 23 contains 30561 members 
Mstep: Class 24 contains 31222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110805728.000000 Penalty: 72018.625000
Iteration 38Q: 22 clusters Score -1.108057e+08 nChanged 1344
Entering ConstructFrom: 
Score: -110805728.000000 Penalty: 72018.625000
Entering ConstructFrom: 
Trying to split cluster 1 (36381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Entering Unmasked Estep 
Score: -4154518.250000 Penalty: 2604.446777
	Iteration 0F: 2 clusters Score -4154518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4129939.000000 Penalty: 5208.893555
	Iteration 0F: 3 clusters Score -4129939 nChanged 16493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4138640.250000 Penalty: 5208.893555
	Iteration 1F: 3 clusters Score -4138640 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4139192.250000 Penalty: 5208.893555
	Iteration 2Q: 3 clusters Score -4139192 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4139740.000000 Penalty: 5208.893555
	Iteration 3Q: 3 clusters Score -4139740 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4140429.250000 Penalty: 5208.893555
	Iteration 4Q: 3 clusters Score -4140429 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4141486.750000 Penalty: 5208.893555
	Iteration 5F: 3 clusters Score -4141487 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4143151.500000 Penalty: 5208.893555
	Iteration 6F: 3 clusters Score -4143152 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4145682.000000 Penalty: 5208.893555
	Iteration 7F: 3 clusters Score -4145682 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4148552.750000 Penalty: 5208.893555
	Iteration 8F: 3 clusters Score -4148553 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4150894.750000 Penalty: 5208.893555
	Iteration 9F: 3 clusters Score -4150895 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4152214.000000 Penalty: 5208.893555
	Iteration 10Q: 3 clusters Score -4152214 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4152713.750000 Penalty: 5208.893555
	Iteration 11Q: 3 clusters Score -4152714 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4152869.250000 Penalty: 5208.893555
	Iteration 12Q: 3 clusters Score -4152869 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4152943.500000 Penalty: 5208.893555
	Iteration 13Q: 3 clusters Score -4152944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4152973.000000 Penalty: 5208.893555
	Iteration 14Q: 3 clusters Score -4152973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4152996.250000 Penalty: 5208.893555
	Iteration 15Q: 3 clusters Score -4152996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4153015.250000 Penalty: 5208.893555
	Iteration 16Q: 3 clusters Score -4153015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4153014.750000 Penalty: 5208.893555
	Iteration 17Q: 3 clusters Score -4153015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4153024.250000 Penalty: 5208.893555
	Iteration 18Q: 3 clusters Score -4153024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4153018.000000 Penalty: 5208.893555
	Iteration 19Q: 3 clusters Score -4153018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4153018.750000 Penalty: 5208.893555
	Iteration 20F: 3 clusters Score -4153019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4153023.750000 Penalty: 5208.893555
	Iteration 21Q: 3 clusters Score -4153024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4153029.250000 Penalty: 5208.893555
	Iteration 22Q: 3 clusters Score -4153029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4153029.750000 Penalty: 5208.893555
	Iteration 23Q: 3 clusters Score -4153030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4153028.000000 Penalty: 5208.893555
	Iteration 24Q: 3 clusters Score -4153028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4153034.750000 Penalty: 5208.893555
	Iteration 25Q: 3 clusters Score -4153035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4153032.750000 Penalty: 5208.893555
	Iteration 26Q: 3 clusters Score -4153033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4153036.250000 Penalty: 5208.893555
	Iteration 27Q: 3 clusters Score -4153036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -4153036.000000 Penalty: 5208.893555
	Iteration 28Q: 3 clusters Score -4153036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4153039.000000 Penalty: 5208.893555
	Iteration 29Q: 3 clusters Score -4153039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4153041.500000 Penalty: 5208.893555
	Iteration 30Q: 3 clusters Score -4153042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4153045.500000 Penalty: 5208.893555
	Iteration 31Q: 3 clusters Score -4153046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4153047.750000 Penalty: 5208.893555
	Iteration 32Q: 3 clusters Score -4153048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4153048.500000 Penalty: 5208.893555
	Iteration 33Q: 3 clusters Score -4153048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4153044.750000 Penalty: 5208.893555
	Iteration 34Q: 3 clusters Score -4153045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4153042.250000 Penalty: 5208.893555
	Iteration 35Q: 3 clusters Score -4153042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4153045.500000 Penalty: 5208.893555
	Iteration 36Q: 3 clusters Score -4153046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4153044.500000 Penalty: 5208.893555
	Iteration 37Q: 3 clusters Score -4153044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4153050.750000 Penalty: 5208.893555
	Iteration 38Q: 3 clusters Score -4153051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4153057.250000 Penalty: 5208.893555
	Iteration 39Q: 3 clusters Score -4153057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4153052.750000 Penalty: 5208.893555
	Iteration 40F: 3 clusters Score -4153053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4153055.000000 Penalty: 5208.893555
	Iteration 41Q: 3 clusters Score -4153055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4153055.750000 Penalty: 5208.893555
	Iteration 42Q: 3 clusters Score -4153056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4153055.000000 Penalty: 5208.893555
	Iteration 43Q: 3 clusters Score -4153055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4153052.750000 Penalty: 5208.893555
	Iteration 44Q: 3 clusters Score -4153053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4153048.750000 Penalty: 5208.893555
	Iteration 45Q: 3 clusters Score -4153049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4153051.000000 Penalty: 5208.893555
	Iteration 46Q: 3 clusters Score -4153051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4153049.500000 Penalty: 5208.893555
	Iteration 47Q: 3 clusters Score -4153050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4153051.250000 Penalty: 5208.893555
	Iteration 48Q: 3 clusters Score -4153051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4153049.500000 Penalty: 5208.893555
	Iteration 49Q: 3 clusters Score -4153050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4153051.500000 Penalty: 5208.893555
	Iteration 50Q: 3 clusters Score -4153052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4153050.000000 Penalty: 5208.893555
	Iteration 51Q: 3 clusters Score -4153050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4153055.500000 Penalty: 5208.893555
	Iteration 52Q: 3 clusters Score -4153056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4153056.500000 Penalty: 5208.893555
	Iteration 53Q: 3 clusters Score -4153056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4153052.000000 Penalty: 5208.893555
	Iteration 54Q: 3 clusters Score -4153052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4153052.000000 Penalty: 5208.893555
	Iteration 55F: 3 clusters Score -4153052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Entering Unmasked Estep 
Score: -2391619.250000 Penalty: 2477.743896
	Iteration 0F: 2 clusters Score -2391619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2376528.750000 Penalty: 4955.487793
	Iteration 0F: 3 clusters Score -2376529 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2381978.000000 Penalty: 4955.487793
	Iteration 1F: 3 clusters Score -2381978 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2382757.250000 Penalty: 4955.487793
	Iteration 2F: 3 clusters Score -2382757 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2383482.250000 Penalty: 4955.487793
	Iteration 3F: 3 clusters Score -2383482 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2384224.250000 Penalty: 4955.487793
	Iteration 4F: 3 clusters Score -2384224 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2385026.000000 Penalty: 4955.487793
	Iteration 5F: 3 clusters Score -2385026 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2385936.250000 Penalty: 4955.487793
	Iteration 6F: 3 clusters Score -2385936 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2386927.500000 Penalty: 4955.487793
	Iteration 7F: 3 clusters Score -2386928 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2387757.500000 Penalty: 4955.487793
	Iteration 8Q: 3 clusters Score -2387758 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2388348.500000 Penalty: 4955.487793
	Iteration 9Q: 3 clusters Score -2388348 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2388834.000000 Penalty: 4955.487793
	Iteration 10Q: 3 clusters Score -2388834 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2389173.250000 Penalty: 4955.487793
	Iteration 11Q: 3 clusters Score -2389173 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2389440.750000 Penalty: 4955.487793
	Iteration 12Q: 3 clusters Score -2389441 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2389637.750000 Penalty: 4955.487793
	Iteration 13Q: 3 clusters Score -2389638 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2389816.500000 Penalty: 4955.487793
	Iteration 14Q: 3 clusters Score -2389816 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2389948.750000 Penalty: 4955.487793
	Iteration 15Q: 3 clusters Score -2389949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2390060.000000 Penalty: 4955.487793
	Iteration 16Q: 3 clusters Score -2390060 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2390140.750000 Penalty: 4955.487793
	Iteration 17Q: 3 clusters Score -2390141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2390216.000000 Penalty: 4955.487793
	Iteration 18Q: 3 clusters Score -2390216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2390267.000000 Penalty: 4955.487793
	Iteration 19Q: 3 clusters Score -2390267 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2390304.000000 Penalty: 4955.487793
	Iteration 20F: 3 clusters Score -2390304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2390342.250000 Penalty: 4955.487793
	Iteration 21Q: 3 clusters Score -2390342 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2390377.750000 Penalty: 4955.487793
	Iteration 22Q: 3 clusters Score -2390378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2390406.000000 Penalty: 4955.487793
	Iteration 23Q: 3 clusters Score -2390406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2390452.250000 Penalty: 4955.487793
	Iteration 24Q: 3 clusters Score -2390452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2390490.250000 Penalty: 4955.487793
	Iteration 25Q: 3 clusters Score -2390490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2390539.500000 Penalty: 4955.487793
	Iteration 26Q: 3 clusters Score -2390540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2390569.750000 Penalty: 4955.487793
	Iteration 27Q: 3 clusters Score -2390570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2390609.250000 Penalty: 4955.487793
	Iteration 28Q: 3 clusters Score -2390609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2390637.250000 Penalty: 4955.487793
	Iteration 29Q: 3 clusters Score -2390637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2390675.250000 Penalty: 4955.487793
	Iteration 30Q: 3 clusters Score -2390675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2390704.250000 Penalty: 4955.487793
	Iteration 31Q: 3 clusters Score -2390704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2390714.500000 Penalty: 4955.487793
	Iteration 32Q: 3 clusters Score -2390714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2390730.750000 Penalty: 4955.487793
	Iteration 33Q: 3 clusters Score -2390731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2390741.750000 Penalty: 4955.487793
	Iteration 34Q: 3 clusters Score -2390742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2390746.750000 Penalty: 4955.487793
	Iteration 35Q: 3 clusters Score -2390747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2390750.250000 Penalty: 4955.487793
	Iteration 36Q: 3 clusters Score -2390750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2390749.750000 Penalty: 4955.487793
	Iteration 37Q: 3 clusters Score -2390750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2390754.500000 Penalty: 4955.487793
	Iteration 38Q: 3 clusters Score -2390754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2390759.000000 Penalty: 4955.487793
	Iteration 39Q: 3 clusters Score -2390759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2390763.250000 Penalty: 4955.487793
	Iteration 40F: 3 clusters Score -2390763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2390762.500000 Penalty: 4955.487793
	Iteration 41Q: 3 clusters Score -2390762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2390767.000000 Penalty: 4955.487793
	Iteration 42Q: 3 clusters Score -2390767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2390775.250000 Penalty: 4955.487793
	Iteration 43Q: 3 clusters Score -2390775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2390772.250000 Penalty: 4955.487793
	Iteration 44Q: 3 clusters Score -2390772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2390775.750000 Penalty: 4955.487793
	Iteration 45Q: 3 clusters Score -2390776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2390776.750000 Penalty: 4955.487793
	Iteration 46Q: 3 clusters Score -2390777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2390782.250000 Penalty: 4955.487793
	Iteration 47Q: 3 clusters Score -2390782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2390785.750000 Penalty: 4955.487793
	Iteration 48Q: 3 clusters Score -2390786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2390787.500000 Penalty: 4955.487793
	Iteration 49Q: 3 clusters Score -2390788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2390787.750000 Penalty: 4955.487793
	Iteration 50Q: 3 clusters Score -2390788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2390789.000000 Penalty: 4955.487793
	Iteration 51Q: 3 clusters Score -2390789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2390792.250000 Penalty: 4955.487793
	Iteration 52Q: 3 clusters Score -2390792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2390793.750000 Penalty: 4955.487793
	Iteration 53Q: 3 clusters Score -2390794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2390797.000000 Penalty: 4955.487793
	Iteration 54Q: 3 clusters Score -2390797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2390801.000000 Penalty: 4955.487793
	Iteration 55Q: 3 clusters Score -2390801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2390798.000000 Penalty: 4955.487793
	Iteration 56Q: 3 clusters Score -2390798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2390796.250000 Penalty: 4955.487793
	Iteration 57Q: 3 clusters Score -2390796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2390801.000000 Penalty: 4955.487793
	Iteration 58Q: 3 clusters Score -2390801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2390797.750000 Penalty: 4955.487793
	Iteration 59Q: 3 clusters Score -2390798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2390798.000000 Penalty: 4955.487793
	Iteration 60F: 3 clusters Score -2390798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2390801.000000 Penalty: 4955.487793
	Iteration 61Q: 3 clusters Score -2390801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2390801.000000 Penalty: 4955.487793
	Iteration 62F: 3 clusters Score -2390801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -129940.007812 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -129940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127870.734375 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -127870.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128186.296875 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -128186.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128268.742188 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -128268.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128319.070312 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -128319.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128342.515625 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -128342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128350.828125 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -128350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128356.320312 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -128356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128360.210938 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -128360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128362.921875 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -128362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128368.148438 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -128368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128368.148438 Penalty: 3509.601318
	Iteration 10F: 3 clusters Score -128368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Entering Unmasked Estep 
Score: -1826356.500000 Penalty: 2408.416748
	Iteration 0F: 2 clusters Score -1826356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1814495.625000 Penalty: 4816.833496
	Iteration 0F: 3 clusters Score -1814496 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1818359.750000 Penalty: 4816.833496
	Iteration 1F: 3 clusters Score -1818360 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1818842.625000 Penalty: 4816.833496
	Iteration 2F: 3 clusters Score -1818843 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1819303.500000 Penalty: 4816.833496
	Iteration 3F: 3 clusters Score -1819304 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1819751.875000 Penalty: 4816.833496
	Iteration 4F: 3 clusters Score -1819752 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1820281.000000 Penalty: 4816.833496
	Iteration 5F: 3 clusters Score -1820281 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1820955.625000 Penalty: 4816.833496
	Iteration 6F: 3 clusters Score -1820956 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1821790.125000 Penalty: 4816.833496
	Iteration 7F: 3 clusters Score -1821790 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1822686.375000 Penalty: 4816.833496
	Iteration 8F: 3 clusters Score -1822686 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1823358.250000 Penalty: 4816.833496
	Iteration 9F: 3 clusters Score -1823358 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1823802.500000 Penalty: 4816.833496
	Iteration 10Q: 3 clusters Score -1823802 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1824122.125000 Penalty: 4816.833496
	Iteration 11Q: 3 clusters Score -1824122 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1824391.375000 Penalty: 4816.833496
	Iteration 12Q: 3 clusters Score -1824391 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1824608.375000 Penalty: 4816.833496
	Iteration 13Q: 3 clusters Score -1824608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1824778.500000 Penalty: 4816.833496
	Iteration 14Q: 3 clusters Score -1824778 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1824870.250000 Penalty: 4816.833496
	Iteration 15Q: 3 clusters Score -1824870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1824920.875000 Penalty: 4816.833496
	Iteration 16Q: 3 clusters Score -1824921 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1824948.750000 Penalty: 4816.833496
	Iteration 17Q: 3 clusters Score -1824949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1824975.750000 Penalty: 4816.833496
	Iteration 18Q: 3 clusters Score -1824976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1824982.250000 Penalty: 4816.833496
	Iteration 19Q: 3 clusters Score -1824982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1824983.625000 Penalty: 4816.833496
	Iteration 20F: 3 clusters Score -1824984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1824995.500000 Penalty: 4816.833496
	Iteration 21Q: 3 clusters Score -1824996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1825000.375000 Penalty: 4816.833496
	Iteration 22Q: 3 clusters Score -1825000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1825009.375000 Penalty: 4816.833496
	Iteration 23Q: 3 clusters Score -1825009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1825019.500000 Penalty: 4816.833496
	Iteration 24Q: 3 clusters Score -1825020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1825028.625000 Penalty: 4816.833496
	Iteration 25Q: 3 clusters Score -1825029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1825032.500000 Penalty: 4816.833496
	Iteration 26Q: 3 clusters Score -1825032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1825032.000000 Penalty: 4816.833496
	Iteration 27Q: 3 clusters Score -1825032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1825036.375000 Penalty: 4816.833496
	Iteration 28Q: 3 clusters Score -1825036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1825038.125000 Penalty: 4816.833496
	Iteration 29Q: 3 clusters Score -1825038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1825037.875000 Penalty: 4816.833496
	Iteration 30Q: 3 clusters Score -1825038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1825043.625000 Penalty: 4816.833496
	Iteration 31Q: 3 clusters Score -1825044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1825043.125000 Penalty: 4816.833496
	Iteration 32Q: 3 clusters Score -1825043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1825051.375000 Penalty: 4816.833496
	Iteration 33Q: 3 clusters Score -1825051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1825053.375000 Penalty: 4816.833496
	Iteration 34Q: 3 clusters Score -1825053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1825054.625000 Penalty: 4816.833496
	Iteration 35Q: 3 clusters Score -1825055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1825063.500000 Penalty: 4816.833496
	Iteration 36Q: 3 clusters Score -1825064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1825065.000000 Penalty: 4816.833496
	Iteration 37Q: 3 clusters Score -1825065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1825068.375000 Penalty: 4816.833496
	Iteration 38Q: 3 clusters Score -1825068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1825073.000000 Penalty: 4816.833496
	Iteration 39Q: 3 clusters Score -1825073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1825075.625000 Penalty: 4816.833496
	Iteration 40F: 3 clusters Score -1825076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1825078.250000 Penalty: 4816.833496
	Iteration 41Q: 3 clusters Score -1825078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1825089.625000 Penalty: 4816.833496
	Iteration 42Q: 3 clusters Score -1825090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1825104.250000 Penalty: 4816.833496
	Iteration 43Q: 3 clusters Score -1825104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1825110.000000 Penalty: 4816.833496
	Iteration 44Q: 3 clusters Score -1825110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1825131.500000 Penalty: 4816.833496
	Iteration 45Q: 3 clusters Score -1825132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1825148.500000 Penalty: 4816.833496
	Iteration 46Q: 3 clusters Score -1825148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1825185.000000 Penalty: 4816.833496
	Iteration 47Q: 3 clusters Score -1825185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1825223.750000 Penalty: 4816.833496
	Iteration 48Q: 3 clusters Score -1825224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1825257.125000 Penalty: 4816.833496
	Iteration 49Q: 3 clusters Score -1825257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1825295.250000 Penalty: 4816.833496
	Iteration 50Q: 3 clusters Score -1825295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1825322.250000 Penalty: 4816.833496
	Iteration 51Q: 3 clusters Score -1825322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1825369.750000 Penalty: 4816.833496
	Iteration 52Q: 3 clusters Score -1825370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1825408.000000 Penalty: 4816.833496
	Iteration 53Q: 3 clusters Score -1825408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1825444.375000 Penalty: 4816.833496
	Iteration 54Q: 3 clusters Score -1825444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1825464.875000 Penalty: 4816.833496
	Iteration 55Q: 3 clusters Score -1825465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1825482.750000 Penalty: 4816.833496
	Iteration 56Q: 3 clusters Score -1825483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1825494.750000 Penalty: 4816.833496
	Iteration 57Q: 3 clusters Score -1825495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1825500.500000 Penalty: 4816.833496
	Iteration 58Q: 3 clusters Score -1825500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1825506.750000 Penalty: 4816.833496
	Iteration 59Q: 3 clusters Score -1825507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1825509.625000 Penalty: 4816.833496
	Iteration 60F: 3 clusters Score -1825510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1825509.625000 Penalty: 4816.833496
	Iteration 61Q: 3 clusters Score -1825510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1825512.500000 Penalty: 4816.833496
	Iteration 62Q: 3 clusters Score -1825512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1825509.875000 Penalty: 4816.833496
	Iteration 63Q: 3 clusters Score -1825510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1825510.875000 Penalty: 4816.833496
	Iteration 64Q: 3 clusters Score -1825511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1825508.500000 Penalty: 4816.833496
	Iteration 65Q: 3 clusters Score -1825508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1825510.375000 Penalty: 4816.833496
	Iteration 66Q: 3 clusters Score -1825510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1825514.875000 Penalty: 4816.833496
	Iteration 67Q: 3 clusters Score -1825515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1825518.250000 Penalty: 4816.833496
	Iteration 68Q: 3 clusters Score -1825518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1825517.750000 Penalty: 4816.833496
	Iteration 69Q: 3 clusters Score -1825518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1825517.125000 Penalty: 4816.833496
	Iteration 70Q: 3 clusters Score -1825517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1825517.125000 Penalty: 4816.833496
	Iteration 71F: 3 clusters Score -1825517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -173348.046875 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -173348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -171112.015625 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -171112 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -172463.578125 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -172463.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173271.484375 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -173271.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173744.093750 Penalty: 3713.082031
	Iteration 3F: 3 clusters Score -173744.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -174062.984375 Penalty: 3713.082031
	Iteration 4F: 3 clusters Score -174063 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -174401.828125 Penalty: 3713.082031
	Iteration 5F: 3 clusters Score -174401.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174665.031250 Penalty: 3713.082031
	Iteration 6F: 3 clusters Score -174665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174992.812500 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -174992.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -175265.015625 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -175265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -175393.296875 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -175393.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -175589.000000 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -175589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175706.484375 Penalty: 3713.082031
	Iteration 11Q: 3 clusters Score -175706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -175797.640625 Penalty: 3713.082031
	Iteration 12Q: 3 clusters Score -175797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -175865.515625 Penalty: 3713.082031
	Iteration 13Q: 3 clusters Score -175865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -175943.828125 Penalty: 3713.082031
	Iteration 14Q: 3 clusters Score -175943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -175988.500000 Penalty: 3713.082031
	Iteration 15Q: 3 clusters Score -175988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176018.453125 Penalty: 3713.082031
	Iteration 16Q: 3 clusters Score -176018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -176103.500000 Penalty: 3713.082031
	Iteration 17Q: 3 clusters Score -176103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176274.640625 Penalty: 3713.082031
	Iteration 18Q: 3 clusters Score -176274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -176279.937500 Penalty: 3713.082031
	Iteration 19Q: 3 clusters Score -176279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -176279.937500 Penalty: 3713.082031
	Iteration 20F: 3 clusters Score -176279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 65228 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Entering Unmasked Estep 
Score: -110807472.000000 Penalty: 75448.078125
Splitting cluster 6 changes total score from -110805728.000000 to -110807472.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -280373.906250 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -280373.9 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 1831 members 
Entering Unmasked Estep 
Score: -277388.000000 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -277388 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -286720.625000 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -286720.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -289635.312500 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -289635.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -290533.000000 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -290533 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -291467.656250 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -291467.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -292114.687500 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -292114.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -292341.125000 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -292341.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -292399.062500 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -292399.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -292457.687500 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -292457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -292490.937500 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -292490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -292514.250000 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -292514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -292542.031250 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -292542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -292546.750000 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -292546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -292568.437500 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -292568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -292571.968750 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -292572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -292580.093750 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -292580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -292580.906250 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -292580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -292637.187500 Penalty: 4081.440674
	Iteration 17F: 3 clusters Score -292637.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -292741.406250 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -292741.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -292878.062500 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -292878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -292999.437500 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -292999.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -293086.031250 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -293086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -293435.906250 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -293435.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -294316.437500 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -294316.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294882.125000 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -294882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294884.718750 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -294884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294886.718750 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -294886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -294887.437500 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -294887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -294888.500000 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -294888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -294888.500000 Penalty: 4081.440674
	Iteration 29F: 3 clusters Score -294888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 65228 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Entering Unmasked Estep 
Score: -110820704.000000 Penalty: 78877.539062
Splitting cluster 7 changes total score from -110805728.000000 to -110820704.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (65228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Entering Unmasked Estep 
Score: -7211918.000000 Penalty: 2749.239746
	Iteration 0F: 2 clusters Score -7211918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -7168109.500000 Penalty: 5498.479492
	Iteration 0F: 3 clusters Score -7168110 nChanged 30629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -7186942.500000 Penalty: 5498.479492
	Iteration 1F: 3 clusters Score -7186942 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -7190556.000000 Penalty: 5498.479492
	Iteration 2F: 3 clusters Score -7190556 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -7195294.000000 Penalty: 5498.479492
	Iteration 3F: 3 clusters Score -7195294 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7200345.500000 Penalty: 5498.479492
	Iteration 4F: 3 clusters Score -7200346 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -7204643.000000 Penalty: 5498.479492
	Iteration 5F: 3 clusters Score -7204643 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -7207702.500000 Penalty: 5498.479492
	Iteration 6F: 3 clusters Score -7207702 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -7209683.000000 Penalty: 5498.479492
	Iteration 7Q: 3 clusters Score -7209683 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -7211307.500000 Penalty: 5498.479492
	Iteration 8Q: 3 clusters Score -7211308 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -7212840.500000 Penalty: 5498.479492
	Iteration 9Q: 3 clusters Score -7212840 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -7213948.500000 Penalty: 5498.479492
	Iteration 10Q: 3 clusters Score -7213948 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -7214551.000000 Penalty: 5498.479492
	Iteration 11Q: 3 clusters Score -7214551 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -7214843.500000 Penalty: 5498.479492
	Iteration 12Q: 3 clusters Score -7214844 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -7215032.000000 Penalty: 5498.479492
	Iteration 13Q: 3 clusters Score -7215032 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -7215154.500000 Penalty: 5498.479492
	Iteration 14Q: 3 clusters Score -7215154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -7215179.000000 Penalty: 5498.479492
	Iteration 15Q: 3 clusters Score -7215179 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -7215239.500000 Penalty: 5498.479492
	Iteration 16Q: 3 clusters Score -7215240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -7215295.500000 Penalty: 5498.479492
	Iteration 17Q: 3 clusters Score -7215296 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -7215333.500000 Penalty: 5498.479492
	Iteration 18Q: 3 clusters Score -7215334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -7215347.000000 Penalty: 5498.479492
	Iteration 19Q: 3 clusters Score -7215347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -7215360.500000 Penalty: 5498.479492
	Iteration 20F: 3 clusters Score -7215360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -7215364.000000 Penalty: 5498.479492
	Iteration 21Q: 3 clusters Score -7215364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7215363.500000 Penalty: 5498.479492
	Iteration 22Q: 3 clusters Score -7215364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -7215372.500000 Penalty: 5498.479492
	Iteration 23Q: 3 clusters Score -7215372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -7215379.000000 Penalty: 5498.479492
	Iteration 24Q: 3 clusters Score -7215379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7215379.000000 Penalty: 5498.479492
	Iteration 25Q: 3 clusters Score -7215379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -7215377.000000 Penalty: 5498.479492
	Iteration 26Q: 3 clusters Score -7215377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7215376.500000 Penalty: 5498.479492
	Iteration 27Q: 3 clusters Score -7215376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -7215373.000000 Penalty: 5498.479492
	Iteration 28Q: 3 clusters Score -7215373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -7215371.500000 Penalty: 5498.479492
	Iteration 29Q: 3 clusters Score -7215372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7215372.000000 Penalty: 5498.479492
	Iteration 30Q: 3 clusters Score -7215372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7215368.000000 Penalty: 5498.479492
	Iteration 31Q: 3 clusters Score -7215368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -7215368.000000 Penalty: 5498.479492
	Iteration 32Q: 3 clusters Score -7215368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -7215378.000000 Penalty: 5498.479492
	Iteration 33Q: 3 clusters Score -7215378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7215386.000000 Penalty: 5498.479492
	Iteration 34Q: 3 clusters Score -7215386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7215391.000000 Penalty: 5498.479492
	Iteration 35Q: 3 clusters Score -7215391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -7215392.000000 Penalty: 5498.479492
	Iteration 36Q: 3 clusters Score -7215392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7215388.000000 Penalty: 5498.479492
	Iteration 37Q: 3 clusters Score -7215388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7215398.500000 Penalty: 5498.479492
	Iteration 38Q: 3 clusters Score -7215398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7215396.000000 Penalty: 5498.479492
	Iteration 39Q: 3 clusters Score -7215396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7215396.000000 Penalty: 5498.479492
	Iteration 40F: 3 clusters Score -7215396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Entering Unmasked Estep 
Score: -110822632.000000 Penalty: 82307.000000
Splitting cluster 8 changes total score from -110805728.000000 to -110822632.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (7065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Entering Unmasked Estep 
Score: -689989.125000 Penalty: 2198.001221
	Iteration 0F: 2 clusters Score -689989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -684248.937500 Penalty: 4396.002441
	Iteration 0F: 3 clusters Score -684248.9 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -686231.937500 Penalty: 4396.002441
	Iteration 1F: 3 clusters Score -686231.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -687012.875000 Penalty: 4396.002441
	Iteration 2F: 3 clusters Score -687012.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -687828.312500 Penalty: 4396.002441
	Iteration 3F: 3 clusters Score -687828.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -688480.312500 Penalty: 4396.002441
	Iteration 4F: 3 clusters Score -688480.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -688946.937500 Penalty: 4396.002441
	Iteration 5F: 3 clusters Score -688946.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -689292.625000 Penalty: 4396.002441
	Iteration 6F: 3 clusters Score -689292.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -689578.937500 Penalty: 4396.002441
	Iteration 7Q: 3 clusters Score -689578.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -689835.125000 Penalty: 4396.002441
	Iteration 8Q: 3 clusters Score -689835.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -690039.312500 Penalty: 4396.002441
	Iteration 9Q: 3 clusters Score -690039.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -690214.437500 Penalty: 4396.002441
	Iteration 10Q: 3 clusters Score -690214.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -690376.437500 Penalty: 4396.002441
	Iteration 11Q: 3 clusters Score -690376.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -690508.625000 Penalty: 4396.002441
	Iteration 12Q: 3 clusters Score -690508.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -690581.125000 Penalty: 4396.002441
	Iteration 13Q: 3 clusters Score -690581.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -690623.750000 Penalty: 4396.002441
	Iteration 14Q: 3 clusters Score -690623.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -690645.312500 Penalty: 4396.002441
	Iteration 15Q: 3 clusters Score -690645.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -690656.750000 Penalty: 4396.002441
	Iteration 16Q: 3 clusters Score -690656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -690663.750000 Penalty: 4396.002441
	Iteration 17Q: 3 clusters Score -690663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -690668.125000 Penalty: 4396.002441
	Iteration 18Q: 3 clusters Score -690668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -690672.937500 Penalty: 4396.002441
	Iteration 19Q: 3 clusters Score -690672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -690730.375000 Penalty: 4396.002441
	Iteration 20F: 3 clusters Score -690730.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -690775.562500 Penalty: 4396.002441
	Iteration 21Q: 3 clusters Score -690775.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -690787.500000 Penalty: 4396.002441
	Iteration 22Q: 3 clusters Score -690787.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -690790.250000 Penalty: 4396.002441
	Iteration 23Q: 3 clusters Score -690790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -690792.500000 Penalty: 4396.002441
	Iteration 24Q: 3 clusters Score -690792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -690792.750000 Penalty: 4396.002441
	Iteration 25Q: 3 clusters Score -690792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -690792.500000 Penalty: 4396.002441
	Iteration 26Q: 3 clusters Score -690792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -690792.375000 Penalty: 4396.002441
	Iteration 27Q: 3 clusters Score -690792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -690793.312500 Penalty: 4396.002441
	Iteration 28Q: 3 clusters Score -690793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -690793.312500 Penalty: 4396.002441
	Iteration 29F: 3 clusters Score -690793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Entering Unmasked Estep 
Score: -110822104.000000 Penalty: 85736.453125
Splitting cluster 9 changes total score from -110805728.000000 to -110822104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -1016436.250000 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -1016436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1009291.937500 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -1009292 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1011905.562500 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -1011906 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1013426.125000 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -1013426 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1015072.937500 Penalty: 4532.920410
	Iteration 3F: 3 clusters Score -1015073 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1016127.500000 Penalty: 4532.920410
	Iteration 4F: 3 clusters Score -1016128 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1016664.562500 Penalty: 4532.920410
	Iteration 5F: 3 clusters Score -1016665 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1016935.187500 Penalty: 4532.920410
	Iteration 6Q: 3 clusters Score -1016935 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1017142.562500 Penalty: 4532.920410
	Iteration 7Q: 3 clusters Score -1017143 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1017257.187500 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -1017257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1017315.437500 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -1017315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1017351.312500 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -1017351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1017368.312500 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -1017368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1017388.125000 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -1017388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1017397.875000 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -1017398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1017406.750000 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -1017407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1017406.312500 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -1017406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1017407.437500 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -1017407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1017409.187500 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -1017409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1017409.187500 Penalty: 4532.920410
	Iteration 18F: 3 clusters Score -1017409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Entering Unmasked Estep 
Score: -110822000.000000 Penalty: 89165.914062
Splitting cluster 10 changes total score from -110805728.000000 to -110822000.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (116813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Entering Unmasked Estep 
Score: -13175273.000000 Penalty: 2893.745605
	Iteration 0F: 2 clusters Score -1.317527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -13097419.000000 Penalty: 5787.491211
	Iteration 0F: 3 clusters Score -1.309742e+07 nChanged 55339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -13129151.000000 Penalty: 5787.491211
	Iteration 1F: 3 clusters Score -1.312915e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -13129796.000000 Penalty: 5787.491211
	Iteration 2Q: 3 clusters Score -1.31298e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -13130754.000000 Penalty: 5787.491211
	Iteration 3Q: 3 clusters Score -1.313075e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -13132050.000000 Penalty: 5787.491211
	Iteration 4Q: 3 clusters Score -1.313205e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -13134236.000000 Penalty: 5787.491211
	Iteration 5Q: 3 clusters Score -1.313424e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -13137370.000000 Penalty: 5787.491211
	Iteration 6Q: 3 clusters Score -1.313737e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -13140901.000000 Penalty: 5787.491211
	Iteration 7F: 3 clusters Score -1.31409e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -13144437.000000 Penalty: 5787.491211
	Iteration 8F: 3 clusters Score -1.314444e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -13147418.000000 Penalty: 5787.491211
	Iteration 9F: 3 clusters Score -1.314742e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -13149950.000000 Penalty: 5787.491211
	Iteration 10Q: 3 clusters Score -1.314995e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -13152117.000000 Penalty: 5787.491211
	Iteration 11Q: 3 clusters Score -1.315212e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -13153841.000000 Penalty: 5787.491211
	Iteration 12Q: 3 clusters Score -1.315384e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -13155237.000000 Penalty: 5787.491211
	Iteration 13Q: 3 clusters Score -1.315524e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -13156526.000000 Penalty: 5787.491211
	Iteration 14Q: 3 clusters Score -1.315653e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -13157729.000000 Penalty: 5787.491211
	Iteration 15Q: 3 clusters Score -1.315773e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -13159059.000000 Penalty: 5787.491211
	Iteration 16Q: 3 clusters Score -1.315906e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -13160546.000000 Penalty: 5787.491211
	Iteration 17Q: 3 clusters Score -1.316055e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -13162183.000000 Penalty: 5787.491211
	Iteration 18Q: 3 clusters Score -1.316218e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -13163825.000000 Penalty: 5787.491211
	Iteration 19Q: 3 clusters Score -1.316382e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -13165620.000000 Penalty: 5787.491211
	Iteration 20F: 3 clusters Score -1.316562e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -13167300.000000 Penalty: 5787.491211
	Iteration 21Q: 3 clusters Score -1.31673e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -13168685.000000 Penalty: 5787.491211
	Iteration 22Q: 3 clusters Score -1.316868e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 109988 members 
Entering Unmasked Estep 
Score: -13169861.000000 Penalty: 5787.491211
	Iteration 23Q: 3 clusters Score -1.316986e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 111779 members 
Entering Unmasked Estep 
Score: -13170775.000000 Penalty: 5787.491211
	Iteration 24Q: 3 clusters Score -1.317078e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -13171396.000000 Penalty: 5787.491211
	Iteration 25Q: 3 clusters Score -1.31714e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -13171840.000000 Penalty: 5787.491211
	Iteration 26Q: 3 clusters Score -1.317184e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -13172058.000000 Penalty: 5787.491211
	Iteration 27Q: 3 clusters Score -1.317206e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -13172215.000000 Penalty: 5787.491211
	Iteration 28Q: 3 clusters Score -1.317222e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -13172318.000000 Penalty: 5787.491211
	Iteration 29Q: 3 clusters Score -1.317232e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -13172413.000000 Penalty: 5787.491211
	Iteration 30Q: 3 clusters Score -1.317241e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -13172494.000000 Penalty: 5787.491211
	Iteration 31Q: 3 clusters Score -1.317249e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -13172583.000000 Penalty: 5787.491211
	Iteration 32Q: 3 clusters Score -1.317258e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 115570 members 
Entering Unmasked Estep 
Score: -13172649.000000 Penalty: 5787.491211
	Iteration 33Q: 3 clusters Score -1.317265e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -13172695.000000 Penalty: 5787.491211
	Iteration 34Q: 3 clusters Score -1.31727e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 115696 members 
Entering Unmasked Estep 
Score: -13172729.000000 Penalty: 5787.491211
	Iteration 35Q: 3 clusters Score -1.317273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -13172778.000000 Penalty: 5787.491211
	Iteration 36Q: 3 clusters Score -1.317278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -13172797.000000 Penalty: 5787.491211
	Iteration 37Q: 3 clusters Score -1.31728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -13172810.000000 Penalty: 5787.491211
	Iteration 38Q: 3 clusters Score -1.317281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -13172853.000000 Penalty: 5787.491211
	Iteration 39Q: 3 clusters Score -1.317285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -13172858.000000 Penalty: 5787.491211
	Iteration 40F: 3 clusters Score -1.317286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -13172880.000000 Penalty: 5787.491211
	Iteration 41Q: 3 clusters Score -1.317288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -13172879.000000 Penalty: 5787.491211
	Iteration 42Q: 3 clusters Score -1.317288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -13172886.000000 Penalty: 5787.491211
	Iteration 43Q: 3 clusters Score -1.317289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 115910 members 
Entering Unmasked Estep 
Score: -13172879.000000 Penalty: 5787.491211
	Iteration 44Q: 3 clusters Score -1.317288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 115916 members 
Entering Unmasked Estep 
Score: -13172891.000000 Penalty: 5787.491211
	Iteration 45Q: 3 clusters Score -1.317289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -13172901.000000 Penalty: 5787.491211
	Iteration 46Q: 3 clusters Score -1.31729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -13172903.000000 Penalty: 5787.491211
	Iteration 47Q: 3 clusters Score -1.31729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -13172902.000000 Penalty: 5787.491211
	Iteration 48Q: 3 clusters Score -1.31729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -13172892.000000 Penalty: 5787.491211
	Iteration 49Q: 3 clusters Score -1.317289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -13172903.000000 Penalty: 5787.491211
	Iteration 50Q: 3 clusters Score -1.31729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -13172900.000000 Penalty: 5787.491211
	Iteration 51Q: 3 clusters Score -1.31729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -13172897.000000 Penalty: 5787.491211
	Iteration 52Q: 3 clusters Score -1.31729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -13172904.000000 Penalty: 5787.491211
	Iteration 53Q: 3 clusters Score -1.31729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -13172903.000000 Penalty: 5787.491211
	Iteration 54Q: 3 clusters Score -1.31729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 115938 members 
Entering Unmasked Estep 
Score: -13172907.000000 Penalty: 5787.491211
	Iteration 55Q: 3 clusters Score -1.317291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -13172903.000000 Penalty: 5787.491211
	Iteration 56Q: 3 clusters Score -1.31729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -13172903.000000 Penalty: 5787.491211
	Iteration 57F: 3 clusters Score -1.31729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -281372.468750 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -281372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -278403.187500 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -278403.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -278986.437500 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -278986.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -279141.093750 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -279141.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279239.218750 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -279239.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -279326.437500 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -279326.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -279405.531250 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -279405.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -279480.187500 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -279480.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -279562.281250 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -279562.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -279662.562500 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -279662.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -279833.843750 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -279833.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280136.156250 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -280136.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -280549.843750 Penalty: 3906.247559
	Iteration 11F: 3 clusters Score -280549.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -281038.750000 Penalty: 3906.247559
	Iteration 12F: 3 clusters Score -281038.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -281772.625000 Penalty: 3906.247559
	Iteration 13F: 3 clusters Score -281772.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -282485.031250 Penalty: 3906.247559
	Iteration 14F: 3 clusters Score -282485 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -283177.500000 Penalty: 3906.247559
	Iteration 15F: 3 clusters Score -283177.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283941.218750 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -283941.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -284131.625000 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -284131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284229.718750 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -284229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -284282.500000 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -284282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -284304.750000 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -284304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284317.093750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -284317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284320.093750 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -284320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284320.093750 Penalty: 3906.247559
	Iteration 23F: 3 clusters Score -284320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Mstep: Class 27 contains 1129 members 
Entering Unmasked Estep 
Score: -110823552.000000 Penalty: 92595.375000
Splitting cluster 12 changes total score from -110805728.000000 to -110823552.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (123547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123547 members 
Entering Unmasked Estep 
Score: -13957654.000000 Penalty: 2907.645508
	Iteration 0F: 2 clusters Score -1.395765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -13875041.000000 Penalty: 5815.291016
	Iteration 0F: 3 clusters Score -1.387504e+07 nChanged 58636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -13908573.000000 Penalty: 5815.291016
	Iteration 1F: 3 clusters Score -1.390857e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -13909572.000000 Penalty: 5815.291016
	Iteration 2Q: 3 clusters Score -1.390957e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -13910792.000000 Penalty: 5815.291016
	Iteration 3Q: 3 clusters Score -1.391079e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -13912727.000000 Penalty: 5815.291016
	Iteration 4Q: 3 clusters Score -1.391273e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -13915575.000000 Penalty: 5815.291016
	Iteration 5Q: 3 clusters Score -1.391558e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -13920329.000000 Penalty: 5815.291016
	Iteration 6F: 3 clusters Score -1.392033e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -13927307.000000 Penalty: 5815.291016
	Iteration 7F: 3 clusters Score -1.392731e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -13935670.000000 Penalty: 5815.291016
	Iteration 8F: 3 clusters Score -1.393567e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -13943400.000000 Penalty: 5815.291016
	Iteration 9F: 3 clusters Score -1.39434e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -13948483.000000 Penalty: 5815.291016
	Iteration 10Q: 3 clusters Score -1.394848e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -13951341.000000 Penalty: 5815.291016
	Iteration 11Q: 3 clusters Score -1.395134e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -13952814.000000 Penalty: 5815.291016
	Iteration 12Q: 3 clusters Score -1.395281e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -13953620.000000 Penalty: 5815.291016
	Iteration 13Q: 3 clusters Score -1.395362e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -13954129.000000 Penalty: 5815.291016
	Iteration 14Q: 3 clusters Score -1.395413e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -13954440.000000 Penalty: 5815.291016
	Iteration 15Q: 3 clusters Score -1.395444e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -13954672.000000 Penalty: 5815.291016
	Iteration 16Q: 3 clusters Score -1.395467e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 122017 members 
Entering Unmasked Estep 
Score: -13954785.000000 Penalty: 5815.291016
	Iteration 17Q: 3 clusters Score -1.395478e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -13954844.000000 Penalty: 5815.291016
	Iteration 18Q: 3 clusters Score -1.395484e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -13954892.000000 Penalty: 5815.291016
	Iteration 19Q: 3 clusters Score -1.395489e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -13954957.000000 Penalty: 5815.291016
	Iteration 20F: 3 clusters Score -1.395496e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 122388 members 
Entering Unmasked Estep 
Score: -13955013.000000 Penalty: 5815.291016
	Iteration 21Q: 3 clusters Score -1.395501e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -13955037.000000 Penalty: 5815.291016
	Iteration 22Q: 3 clusters Score -1.395504e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -13955081.000000 Penalty: 5815.291016
	Iteration 23Q: 3 clusters Score -1.395508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -13955101.000000 Penalty: 5815.291016
	Iteration 24Q: 3 clusters Score -1.39551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -13955122.000000 Penalty: 5815.291016
	Iteration 25Q: 3 clusters Score -1.395512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -13955136.000000 Penalty: 5815.291016
	Iteration 26Q: 3 clusters Score -1.395514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -13955153.000000 Penalty: 5815.291016
	Iteration 27Q: 3 clusters Score -1.395515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 122638 members 
Entering Unmasked Estep 
Score: -13955168.000000 Penalty: 5815.291016
	Iteration 28Q: 3 clusters Score -1.395517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -13955184.000000 Penalty: 5815.291016
	Iteration 29Q: 3 clusters Score -1.395518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -13955180.000000 Penalty: 5815.291016
	Iteration 30Q: 3 clusters Score -1.395518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -13955193.000000 Penalty: 5815.291016
	Iteration 31Q: 3 clusters Score -1.395519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -13955181.000000 Penalty: 5815.291016
	Iteration 32Q: 3 clusters Score -1.395518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -13955190.000000 Penalty: 5815.291016
	Iteration 33Q: 3 clusters Score -1.395519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -13955190.000000 Penalty: 5815.291016
	Iteration 34Q: 3 clusters Score -1.395519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -13955196.000000 Penalty: 5815.291016
	Iteration 35Q: 3 clusters Score -1.39552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -13955196.000000 Penalty: 5815.291016
	Iteration 36Q: 3 clusters Score -1.39552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -13955196.000000 Penalty: 5815.291016
	Iteration 37Q: 3 clusters Score -1.39552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -13955202.000000 Penalty: 5815.291016
	Iteration 38Q: 3 clusters Score -1.39552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -13955206.000000 Penalty: 5815.291016
	Iteration 39Q: 3 clusters Score -1.395521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 122722 members 
Entering Unmasked Estep 
Score: -13955214.000000 Penalty: 5815.291016
	Iteration 40F: 3 clusters Score -1.395521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -13955218.000000 Penalty: 5815.291016
	Iteration 41Q: 3 clusters Score -1.395522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -13955221.000000 Penalty: 5815.291016
	Iteration 42Q: 3 clusters Score -1.395522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 122733 members 
Entering Unmasked Estep 
Score: -13955219.000000 Penalty: 5815.291016
	Iteration 43Q: 3 clusters Score -1.395522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 122738 members 
Entering Unmasked Estep 
Score: -13955230.000000 Penalty: 5815.291016
	Iteration 44Q: 3 clusters Score -1.395523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -13955219.000000 Penalty: 5815.291016
	Iteration 45Q: 3 clusters Score -1.395522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -13955230.000000 Penalty: 5815.291016
	Iteration 46Q: 3 clusters Score -1.395523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -13955230.000000 Penalty: 5815.291016
	Iteration 47Q: 3 clusters Score -1.395523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -13955233.000000 Penalty: 5815.291016
	Iteration 48Q: 3 clusters Score -1.395523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -13955248.000000 Penalty: 5815.291016
	Iteration 49Q: 3 clusters Score -1.395525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -13955242.000000 Penalty: 5815.291016
	Iteration 50Q: 3 clusters Score -1.395524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -13955241.000000 Penalty: 5815.291016
	Iteration 51Q: 3 clusters Score -1.395524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -13955244.000000 Penalty: 5815.291016
	Iteration 52Q: 3 clusters Score -1.395524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -13955242.000000 Penalty: 5815.291016
	Iteration 53Q: 3 clusters Score -1.395524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -13955247.000000 Penalty: 5815.291016
	Iteration 54Q: 3 clusters Score -1.395525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -13955252.000000 Penalty: 5815.291016
	Iteration 55Q: 3 clusters Score -1.395525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 122759 members 
Entering Unmasked Estep 
Score: -13955253.000000 Penalty: 5815.291016
	Iteration 56Q: 3 clusters Score -1.395525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 122762 members 
Entering Unmasked Estep 
Score: -13955255.000000 Penalty: 5815.291016
	Iteration 57Q: 3 clusters Score -1.395526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -13955253.000000 Penalty: 5815.291016
	Iteration 58Q: 3 clusters Score -1.395525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -13955253.000000 Penalty: 5815.291016
	Iteration 59F: 3 clusters Score -1.395525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Entering Unmasked Estep 
Score: -5862099.000000 Penalty: 2691.034912
	Iteration 0F: 2 clusters Score -5862099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5827319.000000 Penalty: 5382.069824
	Iteration 0F: 3 clusters Score -5827319 nChanged 23826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -5840832.500000 Penalty: 5382.069824
	Iteration 1F: 3 clusters Score -5840832 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5841780.000000 Penalty: 5382.069824
	Iteration 2Q: 3 clusters Score -5841780 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5842926.000000 Penalty: 5382.069824
	Iteration 3F: 3 clusters Score -5842926 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5844323.000000 Penalty: 5382.069824
	Iteration 4F: 3 clusters Score -5844323 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5846094.500000 Penalty: 5382.069824
	Iteration 5F: 3 clusters Score -5846094 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -5848354.500000 Penalty: 5382.069824
	Iteration 6F: 3 clusters Score -5848354 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5850945.000000 Penalty: 5382.069824
	Iteration 7F: 3 clusters Score -5850945 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5853480.500000 Penalty: 5382.069824
	Iteration 8F: 3 clusters Score -5853480 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5855531.000000 Penalty: 5382.069824
	Iteration 9F: 3 clusters Score -5855531 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5857031.500000 Penalty: 5382.069824
	Iteration 10Q: 3 clusters Score -5857032 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5858053.500000 Penalty: 5382.069824
	Iteration 11Q: 3 clusters Score -5858054 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5858684.500000 Penalty: 5382.069824
	Iteration 12Q: 3 clusters Score -5858684 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5859091.500000 Penalty: 5382.069824
	Iteration 13Q: 3 clusters Score -5859092 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5859358.500000 Penalty: 5382.069824
	Iteration 14Q: 3 clusters Score -5859358 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5859525.000000 Penalty: 5382.069824
	Iteration 15Q: 3 clusters Score -5859525 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -5859718.000000 Penalty: 5382.069824
	Iteration 16Q: 3 clusters Score -5859718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -5859855.000000 Penalty: 5382.069824
	Iteration 17Q: 3 clusters Score -5859855 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -5859954.000000 Penalty: 5382.069824
	Iteration 18Q: 3 clusters Score -5859954 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5860035.000000 Penalty: 5382.069824
	Iteration 19Q: 3 clusters Score -5860035 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -5860110.500000 Penalty: 5382.069824
	Iteration 20F: 3 clusters Score -5860110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -5860203.500000 Penalty: 5382.069824
	Iteration 21Q: 3 clusters Score -5860204 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -5860247.000000 Penalty: 5382.069824
	Iteration 22Q: 3 clusters Score -5860247 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -5860298.000000 Penalty: 5382.069824
	Iteration 23Q: 3 clusters Score -5860298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5860329.000000 Penalty: 5382.069824
	Iteration 24Q: 3 clusters Score -5860329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -5860367.500000 Penalty: 5382.069824
	Iteration 25Q: 3 clusters Score -5860368 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5860419.000000 Penalty: 5382.069824
	Iteration 26Q: 3 clusters Score -5860419 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -5860432.000000 Penalty: 5382.069824
	Iteration 27Q: 3 clusters Score -5860432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5860461.500000 Penalty: 5382.069824
	Iteration 28Q: 3 clusters Score -5860462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -5860496.000000 Penalty: 5382.069824
	Iteration 29Q: 3 clusters Score -5860496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -5860525.500000 Penalty: 5382.069824
	Iteration 30Q: 3 clusters Score -5860526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -5860524.000000 Penalty: 5382.069824
	Iteration 31Q: 3 clusters Score -5860524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -5860550.500000 Penalty: 5382.069824
	Iteration 32Q: 3 clusters Score -5860550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -5860568.000000 Penalty: 5382.069824
	Iteration 33Q: 3 clusters Score -5860568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -5860577.000000 Penalty: 5382.069824
	Iteration 34Q: 3 clusters Score -5860577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -5860598.000000 Penalty: 5382.069824
	Iteration 35Q: 3 clusters Score -5860598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5860622.000000 Penalty: 5382.069824
	Iteration 36Q: 3 clusters Score -5860622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -5860624.000000 Penalty: 5382.069824
	Iteration 37Q: 3 clusters Score -5860624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -5860636.500000 Penalty: 5382.069824
	Iteration 38Q: 3 clusters Score -5860636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -5860654.000000 Penalty: 5382.069824
	Iteration 39Q: 3 clusters Score -5860654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5860676.000000 Penalty: 5382.069824
	Iteration 40F: 3 clusters Score -5860676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -5860679.000000 Penalty: 5382.069824
	Iteration 41Q: 3 clusters Score -5860679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -5860682.500000 Penalty: 5382.069824
	Iteration 42Q: 3 clusters Score -5860682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -5860695.000000 Penalty: 5382.069824
	Iteration 43Q: 3 clusters Score -5860695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -5860698.500000 Penalty: 5382.069824
	Iteration 44Q: 3 clusters Score -5860698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -5860701.500000 Penalty: 5382.069824
	Iteration 45Q: 3 clusters Score -5860702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -5860700.500000 Penalty: 5382.069824
	Iteration 46Q: 3 clusters Score -5860700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -5860705.000000 Penalty: 5382.069824
	Iteration 47Q: 3 clusters Score -5860705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -5860720.500000 Penalty: 5382.069824
	Iteration 48Q: 3 clusters Score -5860720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -5860719.500000 Penalty: 5382.069824
	Iteration 49Q: 3 clusters Score -5860720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -5860721.500000 Penalty: 5382.069824
	Iteration 50Q: 3 clusters Score -5860722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -5860719.500000 Penalty: 5382.069824
	Iteration 51Q: 3 clusters Score -5860720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -5860724.500000 Penalty: 5382.069824
	Iteration 52Q: 3 clusters Score -5860724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -5860728.000000 Penalty: 5382.069824
	Iteration 53Q: 3 clusters Score -5860728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -5860732.500000 Penalty: 5382.069824
	Iteration 54Q: 3 clusters Score -5860732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -5860729.000000 Penalty: 5382.069824
	Iteration 55Q: 3 clusters Score -5860729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -5860729.000000 Penalty: 5382.069824
	Iteration 56F: 3 clusters Score -5860729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Entering Unmasked Estep 
Score: -1670296.375000 Penalty: 2388.118652
	Iteration 0F: 2 clusters Score -1670296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1659359.000000 Penalty: 4776.237305
	Iteration 0F: 3 clusters Score -1659359 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1663014.250000 Penalty: 4776.237305
	Iteration 1F: 3 clusters Score -1663014 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1663531.250000 Penalty: 4776.237305
	Iteration 2F: 3 clusters Score -1663531 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1664080.375000 Penalty: 4776.237305
	Iteration 3F: 3 clusters Score -1664080 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1664658.125000 Penalty: 4776.237305
	Iteration 4F: 3 clusters Score -1664658 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1665240.500000 Penalty: 4776.237305
	Iteration 5F: 3 clusters Score -1665240 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1665811.000000 Penalty: 4776.237305
	Iteration 6F: 3 clusters Score -1665811 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1666321.750000 Penalty: 4776.237305
	Iteration 7F: 3 clusters Score -1666322 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1666746.000000 Penalty: 4776.237305
	Iteration 8Q: 3 clusters Score -1666746 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1667114.625000 Penalty: 4776.237305
	Iteration 9Q: 3 clusters Score -1667115 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1667384.250000 Penalty: 4776.237305
	Iteration 10Q: 3 clusters Score -1667384 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1667606.625000 Penalty: 4776.237305
	Iteration 11Q: 3 clusters Score -1667607 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1667765.250000 Penalty: 4776.237305
	Iteration 12Q: 3 clusters Score -1667765 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1667868.500000 Penalty: 4776.237305
	Iteration 13Q: 3 clusters Score -1667868 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1667945.375000 Penalty: 4776.237305
	Iteration 14Q: 3 clusters Score -1667945 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1667995.750000 Penalty: 4776.237305
	Iteration 15Q: 3 clusters Score -1667996 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1668041.000000 Penalty: 4776.237305
	Iteration 16Q: 3 clusters Score -1668041 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1668068.875000 Penalty: 4776.237305
	Iteration 17Q: 3 clusters Score -1668069 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1668102.375000 Penalty: 4776.237305
	Iteration 18Q: 3 clusters Score -1668102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1668129.750000 Penalty: 4776.237305
	Iteration 19Q: 3 clusters Score -1668130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1668150.375000 Penalty: 4776.237305
	Iteration 20F: 3 clusters Score -1668150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1668175.500000 Penalty: 4776.237305
	Iteration 21Q: 3 clusters Score -1668176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1668189.125000 Penalty: 4776.237305
	Iteration 22Q: 3 clusters Score -1668189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1668209.625000 Penalty: 4776.237305
	Iteration 23Q: 3 clusters Score -1668210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1668220.625000 Penalty: 4776.237305
	Iteration 24Q: 3 clusters Score -1668221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1668242.375000 Penalty: 4776.237305
	Iteration 25Q: 3 clusters Score -1668242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1668265.500000 Penalty: 4776.237305
	Iteration 26Q: 3 clusters Score -1668266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1668274.500000 Penalty: 4776.237305
	Iteration 27Q: 3 clusters Score -1668274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1668294.625000 Penalty: 4776.237305
	Iteration 28Q: 3 clusters Score -1668295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1668312.000000 Penalty: 4776.237305
	Iteration 29Q: 3 clusters Score -1668312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1668323.875000 Penalty: 4776.237305
	Iteration 30Q: 3 clusters Score -1668324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1668340.000000 Penalty: 4776.237305
	Iteration 31Q: 3 clusters Score -1668340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1668363.875000 Penalty: 4776.237305
	Iteration 32Q: 3 clusters Score -1668364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1668386.500000 Penalty: 4776.237305
	Iteration 33Q: 3 clusters Score -1668386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1668405.375000 Penalty: 4776.237305
	Iteration 34Q: 3 clusters Score -1668405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1668433.500000 Penalty: 4776.237305
	Iteration 35Q: 3 clusters Score -1668434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1668451.750000 Penalty: 4776.237305
	Iteration 36Q: 3 clusters Score -1668452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1668474.000000 Penalty: 4776.237305
	Iteration 37Q: 3 clusters Score -1668474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1668489.250000 Penalty: 4776.237305
	Iteration 38Q: 3 clusters Score -1668489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1668511.875000 Penalty: 4776.237305
	Iteration 39Q: 3 clusters Score -1668512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1668539.375000 Penalty: 4776.237305
	Iteration 40F: 3 clusters Score -1668539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1668566.000000 Penalty: 4776.237305
	Iteration 41Q: 3 clusters Score -1668566 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1668589.750000 Penalty: 4776.237305
	Iteration 42Q: 3 clusters Score -1668590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1668619.125000 Penalty: 4776.237305
	Iteration 43Q: 3 clusters Score -1668619 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1668648.875000 Penalty: 4776.237305
	Iteration 44Q: 3 clusters Score -1668649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1668686.500000 Penalty: 4776.237305
	Iteration 45Q: 3 clusters Score -1668686 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1668735.750000 Penalty: 4776.237305
	Iteration 46Q: 3 clusters Score -1668736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1668791.625000 Penalty: 4776.237305
	Iteration 47Q: 3 clusters Score -1668792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1668857.500000 Penalty: 4776.237305
	Iteration 48Q: 3 clusters Score -1668858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1668907.375000 Penalty: 4776.237305
	Iteration 49Q: 3 clusters Score -1668907 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1668950.750000 Penalty: 4776.237305
	Iteration 50Q: 3 clusters Score -1668951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1669015.125000 Penalty: 4776.237305
	Iteration 51Q: 3 clusters Score -1669015 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1669078.500000 Penalty: 4776.237305
	Iteration 52Q: 3 clusters Score -1669078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1669132.875000 Penalty: 4776.237305
	Iteration 53Q: 3 clusters Score -1669133 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1669174.500000 Penalty: 4776.237305
	Iteration 54Q: 3 clusters Score -1669174 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1669202.875000 Penalty: 4776.237305
	Iteration 55Q: 3 clusters Score -1669203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1669238.750000 Penalty: 4776.237305
	Iteration 56Q: 3 clusters Score -1669239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1669274.250000 Penalty: 4776.237305
	Iteration 57Q: 3 clusters Score -1669274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1669301.125000 Penalty: 4776.237305
	Iteration 58Q: 3 clusters Score -1669301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1669328.125000 Penalty: 4776.237305
	Iteration 59Q: 3 clusters Score -1669328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1669344.000000 Penalty: 4776.237305
	Iteration 60F: 3 clusters Score -1669344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1669357.250000 Penalty: 4776.237305
	Iteration 61Q: 3 clusters Score -1669357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1669375.875000 Penalty: 4776.237305
	Iteration 62Q: 3 clusters Score -1669376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1669383.000000 Penalty: 4776.237305
	Iteration 63Q: 3 clusters Score -1669383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1669397.250000 Penalty: 4776.237305
	Iteration 64Q: 3 clusters Score -1669397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1669408.375000 Penalty: 4776.237305
	Iteration 65Q: 3 clusters Score -1669408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1669420.375000 Penalty: 4776.237305
	Iteration 66Q: 3 clusters Score -1669420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1669433.000000 Penalty: 4776.237305
	Iteration 67Q: 3 clusters Score -1669433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1669446.375000 Penalty: 4776.237305
	Iteration 68Q: 3 clusters Score -1669446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1669468.375000 Penalty: 4776.237305
	Iteration 69Q: 3 clusters Score -1669468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1669482.500000 Penalty: 4776.237305
	Iteration 70Q: 3 clusters Score -1669482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1669493.875000 Penalty: 4776.237305
	Iteration 71Q: 3 clusters Score -1669494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1669503.375000 Penalty: 4776.237305
	Iteration 72Q: 3 clusters Score -1669503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1669509.875000 Penalty: 4776.237305
	Iteration 73Q: 3 clusters Score -1669510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1669514.250000 Penalty: 4776.237305
	Iteration 74Q: 3 clusters Score -1669514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1669517.500000 Penalty: 4776.237305
	Iteration 75Q: 3 clusters Score -1669518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1669525.750000 Penalty: 4776.237305
	Iteration 76Q: 3 clusters Score -1669526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1669530.125000 Penalty: 4776.237305
	Iteration 77Q: 3 clusters Score -1669530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1669531.375000 Penalty: 4776.237305
	Iteration 78Q: 3 clusters Score -1669531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1669528.750000 Penalty: 4776.237305
	Iteration 79Q: 3 clusters Score -1669529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1669533.750000 Penalty: 4776.237305
	Iteration 80F: 3 clusters Score -1669534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1669533.625000 Penalty: 4776.237305
	Iteration 81Q: 3 clusters Score -1669534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1669536.250000 Penalty: 4776.237305
	Iteration 82Q: 3 clusters Score -1669536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1669536.250000 Penalty: 4776.237305
	Iteration 83F: 3 clusters Score -1669536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Entering Unmasked Estep 
Score: -6474775.000000 Penalty: 2716.607910
	Iteration 0F: 2 clusters Score -6474775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -6436369.000000 Penalty: 5433.215820
	Iteration 0F: 3 clusters Score -6436369 nChanged 26615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -6451515.500000 Penalty: 5433.215820
	Iteration 1F: 3 clusters Score -6451516 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6452959.500000 Penalty: 5433.215820
	Iteration 2F: 3 clusters Score -6452960 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -6455082.500000 Penalty: 5433.215820
	Iteration 3F: 3 clusters Score -6455082 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -6458070.500000 Penalty: 5433.215820
	Iteration 4F: 3 clusters Score -6458070 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -6461851.500000 Penalty: 5433.215820
	Iteration 5F: 3 clusters Score -6461852 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -6465607.000000 Penalty: 5433.215820
	Iteration 6F: 3 clusters Score -6465607 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -6468298.000000 Penalty: 5433.215820
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	Iteration 193Q: 3 clusters Score -6484276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -6484306.000000 Penalty: 5433.215820
	Iteration 194Q: 3 clusters Score -6484306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -6484318.500000 Penalty: 5433.215820
	Iteration 195Q: 3 clusters Score -6484318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -6484333.500000 Penalty: 5433.215820
	Iteration 196Q: 3 clusters Score -6484334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -6484329.500000 Penalty: 5433.215820
	Iteration 197Q: 3 clusters Score -6484330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -6484328.500000 Penalty: 5433.215820
	Iteration 198Q: 3 clusters Score -6484328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -6484326.000000 Penalty: 5433.215820
	Iteration 199Q: 3 clusters Score -6484326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6484322.500000 Penalty: 5433.215820
	Iteration 200F: 3 clusters Score -6484322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -6484333.000000 Penalty: 5433.215820
	Iteration 201Q: 3 clusters Score -6484333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -6484335.000000 Penalty: 5433.215820
	Iteration 202Q: 3 clusters Score -6484335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -6484347.000000 Penalty: 5433.215820
	Iteration 203Q: 3 clusters Score -6484347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -6484348.500000 Penalty: 5433.215820
	Iteration 204Q: 3 clusters Score -6484348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -6484343.000000 Penalty: 5433.215820
	Iteration 205Q: 3 clusters Score -6484343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6484346.000000 Penalty: 5433.215820
	Iteration 206Q: 3 clusters Score -6484346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6484341.000000 Penalty: 5433.215820
	Iteration 207Q: 3 clusters Score -6484341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -6484351.500000 Penalty: 5433.215820
	Iteration 208Q: 3 clusters Score -6484352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -6484368.500000 Penalty: 5433.215820
	Iteration 209Q: 3 clusters Score -6484368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -6484362.000000 Penalty: 5433.215820
	Iteration 210Q: 3 clusters Score -6484362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -6484365.000000 Penalty: 5433.215820
	Iteration 211Q: 3 clusters Score -6484365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -6484371.000000 Penalty: 5433.215820
	Iteration 212Q: 3 clusters Score -6484371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -6484364.500000 Penalty: 5433.215820
	Iteration 213Q: 3 clusters Score -6484364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -6484374.000000 Penalty: 5433.215820
	Iteration 214Q: 3 clusters Score -6484374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -6484368.500000 Penalty: 5433.215820
	Iteration 215Q: 3 clusters Score -6484368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6484387.000000 Penalty: 5433.215820
	Iteration 216Q: 3 clusters Score -6484387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -6484377.000000 Penalty: 5433.215820
	Iteration 217Q: 3 clusters Score -6484377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -6484384.000000 Penalty: 5433.215820
	Iteration 218Q: 3 clusters Score -6484384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -6484382.000000 Penalty: 5433.215820
	Iteration 219Q: 3 clusters Score -6484382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6484380.000000 Penalty: 5433.215820
	Iteration 220F: 3 clusters Score -6484380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -6484384.000000 Penalty: 5433.215820
	Iteration 221Q: 3 clusters Score -6484384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -6484384.000000 Penalty: 5433.215820
	Iteration 222Q: 3 clusters Score -6484384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6484391.000000 Penalty: 5433.215820
	Iteration 223Q: 3 clusters Score -6484391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6484391.000000 Penalty: 5433.215820
	Iteration 224F: 3 clusters Score -6484391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 21247 members 
Entering Unmasked Estep 
Score: -110831912.000000 Penalty: 96024.828125
Splitting cluster 17 changes total score from -110805728.000000 to -110831912.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (18922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Entering Unmasked Estep 
Score: -2178803.000000 Penalty: 2442.323975
	Iteration 0F: 2 clusters Score -2178803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2165359.500000 Penalty: 4884.647949
	Iteration 0F: 3 clusters Score -2165360 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2169752.500000 Penalty: 4884.647949
	Iteration 1F: 3 clusters Score -2169752 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2170189.250000 Penalty: 4884.647949
	Iteration 2F: 3 clusters Score -2170189 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2170645.250000 Penalty: 4884.647949
	Iteration 3F: 3 clusters Score -2170645 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2171137.750000 Penalty: 4884.647949
	Iteration 4F: 3 clusters Score -2171138 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2171689.250000 Penalty: 4884.647949
	Iteration 5F: 3 clusters Score -2171689 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2172396.000000 Penalty: 4884.647949
	Iteration 6F: 3 clusters Score -2172396 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2173249.500000 Penalty: 4884.647949
	Iteration 7F: 3 clusters Score -2173250 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2174219.500000 Penalty: 4884.647949
	Iteration 8F: 3 clusters Score -2174220 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2175097.000000 Penalty: 4884.647949
	Iteration 9F: 3 clusters Score -2175097 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2175804.250000 Penalty: 4884.647949
	Iteration 10Q: 3 clusters Score -2175804 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2176311.750000 Penalty: 4884.647949
	Iteration 11Q: 3 clusters Score -2176312 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2176665.000000 Penalty: 4884.647949
	Iteration 12Q: 3 clusters Score -2176665 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2176868.250000 Penalty: 4884.647949
	Iteration 13Q: 3 clusters Score -2176868 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2176965.750000 Penalty: 4884.647949
	Iteration 14Q: 3 clusters Score -2176966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2177025.500000 Penalty: 4884.647949
	Iteration 15Q: 3 clusters Score -2177026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2177058.750000 Penalty: 4884.647949
	Iteration 16Q: 3 clusters Score -2177059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2177074.000000 Penalty: 4884.647949
	Iteration 17Q: 3 clusters Score -2177074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2177096.500000 Penalty: 4884.647949
	Iteration 18Q: 3 clusters Score -2177096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2177111.500000 Penalty: 4884.647949
	Iteration 19Q: 3 clusters Score -2177112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2177125.500000 Penalty: 4884.647949
	Iteration 20F: 3 clusters Score -2177126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2177132.250000 Penalty: 4884.647949
	Iteration 21Q: 3 clusters Score -2177132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2177135.750000 Penalty: 4884.647949
	Iteration 22Q: 3 clusters Score -2177136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2177138.000000 Penalty: 4884.647949
	Iteration 23Q: 3 clusters Score -2177138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2177138.000000 Penalty: 4884.647949
	Iteration 24F: 3 clusters Score -2177138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -680171.000000 Penalty: 2165.291260
	Iteration 0F: 2 clusters Score -680171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -674873.875000 Penalty: 4330.582520
	Iteration 0F: 3 clusters Score -674873.9 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -676205.812500 Penalty: 4330.582520
	Iteration 1F: 3 clusters Score -676205.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -676521.375000 Penalty: 4330.582520
	Iteration 2F: 3 clusters Score -676521.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -676862.687500 Penalty: 4330.582520
	Iteration 3F: 3 clusters Score -676862.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -677291.125000 Penalty: 4330.582520
	Iteration 4F: 3 clusters Score -677291.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -677979.312500 Penalty: 4330.582520
	Iteration 5F: 3 clusters Score -677979.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -678906.250000 Penalty: 4330.582520
	Iteration 6F: 3 clusters Score -678906.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -679923.812500 Penalty: 4330.582520
	Iteration 7F: 3 clusters Score -679923.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -680949.062500 Penalty: 4330.582520
	Iteration 8F: 3 clusters Score -680949.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -682227.125000 Penalty: 4330.582520
	Iteration 9F: 3 clusters Score -682227.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -682730.937500 Penalty: 4330.582520
	Iteration 10Q: 3 clusters Score -682730.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -682826.875000 Penalty: 4330.582520
	Iteration 11Q: 3 clusters Score -682826.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -682857.000000 Penalty: 4330.582520
	Iteration 12Q: 3 clusters Score -682857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -682869.000000 Penalty: 4330.582520
	Iteration 13Q: 3 clusters Score -682869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -682871.812500 Penalty: 4330.582520
	Iteration 14Q: 3 clusters Score -682871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -682872.750000 Penalty: 4330.582520
	Iteration 15Q: 3 clusters Score -682872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -682873.875000 Penalty: 4330.582520
	Iteration 16Q: 3 clusters Score -682873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -682875.375000 Penalty: 4330.582520
	Iteration 17Q: 3 clusters Score -682875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -682875.437500 Penalty: 4330.582520
	Iteration 18Q: 3 clusters Score -682875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -682876.812500 Penalty: 4330.582520
	Iteration 19Q: 3 clusters Score -682876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -682877.437500 Penalty: 4330.582520
	Iteration 20F: 3 clusters Score -682877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 40204 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 21247 members 
Mstep: Class 29 contains 2347 members 
Entering Unmasked Estep 
Score: -110833360.000000 Penalty: 99454.289062
Splitting cluster 20 changes total score from -110805728.000000 to -110833360.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (40204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Entering Unmasked Estep 
Score: -4145757.500000 Penalty: 2629.227051
	Iteration 0F: 2 clusters Score -4145758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4118685.250000 Penalty: 5258.454102
	Iteration 0F: 3 clusters Score -4118685 nChanged 18336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4129193.250000 Penalty: 5258.454102
	Iteration 1F: 3 clusters Score -4129193 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4130388.250000 Penalty: 5258.454102
	Iteration 2F: 3 clusters Score -4130388 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4131701.000000 Penalty: 5258.454102
	Iteration 3F: 3 clusters Score -4131701 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4133140.250000 Penalty: 5258.454102
	Iteration 4F: 3 clusters Score -4133140 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4134606.750000 Penalty: 5258.454102
	Iteration 5F: 3 clusters Score -4134607 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4136051.750000 Penalty: 5258.454102
	Iteration 6F: 3 clusters Score -4136052 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4137546.250000 Penalty: 5258.454102
	Iteration 7F: 3 clusters Score -4137546 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4138964.750000 Penalty: 5258.454102
	Iteration 8F: 3 clusters Score -4138965 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4140147.250000 Penalty: 5258.454102
	Iteration 9Q: 3 clusters Score -4140147 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4141112.250000 Penalty: 5258.454102
	Iteration 10Q: 3 clusters Score -4141112 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4141832.250000 Penalty: 5258.454102
	Iteration 11Q: 3 clusters Score -4141832 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4142354.500000 Penalty: 5258.454102
	Iteration 12Q: 3 clusters Score -4142354 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4142719.750000 Penalty: 5258.454102
	Iteration 13Q: 3 clusters Score -4142720 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4142991.500000 Penalty: 5258.454102
	Iteration 14Q: 3 clusters Score -4142992 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4143173.250000 Penalty: 5258.454102
	Iteration 15Q: 3 clusters Score -4143173 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4143297.500000 Penalty: 5258.454102
	Iteration 16Q: 3 clusters Score -4143298 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4143393.000000 Penalty: 5258.454102
	Iteration 17Q: 3 clusters Score -4143393 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4143476.500000 Penalty: 5258.454102
	Iteration 18Q: 3 clusters Score -4143476 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4143532.000000 Penalty: 5258.454102
	Iteration 19Q: 3 clusters Score -4143532 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4143594.500000 Penalty: 5258.454102
	Iteration 20F: 3 clusters Score -4143594 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4143619.750000 Penalty: 5258.454102
	Iteration 21Q: 3 clusters Score -4143620 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4143663.250000 Penalty: 5258.454102
	Iteration 22Q: 3 clusters Score -4143663 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4143694.750000 Penalty: 5258.454102
	Iteration 23Q: 3 clusters Score -4143695 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4143707.250000 Penalty: 5258.454102
	Iteration 24Q: 3 clusters Score -4143707 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4143732.000000 Penalty: 5258.454102
	Iteration 25Q: 3 clusters Score -4143732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4143756.250000 Penalty: 5258.454102
	Iteration 26Q: 3 clusters Score -4143756 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4143784.750000 Penalty: 5258.454102
	Iteration 27Q: 3 clusters Score -4143785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4143800.250000 Penalty: 5258.454102
	Iteration 28Q: 3 clusters Score -4143800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4143807.500000 Penalty: 5258.454102
	Iteration 29Q: 3 clusters Score -4143808 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -4143833.500000 Penalty: 5258.454102
	Iteration 30Q: 3 clusters Score -4143834 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4143825.500000 Penalty: 5258.454102
	Iteration 31Q: 3 clusters Score -4143826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4143827.000000 Penalty: 5258.454102
	Iteration 32Q: 3 clusters Score -4143827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4143852.750000 Penalty: 5258.454102
	Iteration 33Q: 3 clusters Score -4143853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -4143859.750000 Penalty: 5258.454102
	Iteration 34Q: 3 clusters Score -4143860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4143852.500000 Penalty: 5258.454102
	Iteration 35Q: 3 clusters Score -4143852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4143867.000000 Penalty: 5258.454102
	Iteration 36Q: 3 clusters Score -4143867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4143874.000000 Penalty: 5258.454102
	Iteration 37Q: 3 clusters Score -4143874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4143867.500000 Penalty: 5258.454102
	Iteration 38Q: 3 clusters Score -4143868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4143881.750000 Penalty: 5258.454102
	Iteration 39Q: 3 clusters Score -4143882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4143894.000000 Penalty: 5258.454102
	Iteration 40F: 3 clusters Score -4143894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4143909.750000 Penalty: 5258.454102
	Iteration 41Q: 3 clusters Score -4143910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4143908.000000 Penalty: 5258.454102
	Iteration 42Q: 3 clusters Score -4143908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4143920.250000 Penalty: 5258.454102
	Iteration 43Q: 3 clusters Score -4143920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4143918.750000 Penalty: 5258.454102
	Iteration 44Q: 3 clusters Score -4143919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4143916.500000 Penalty: 5258.454102
	Iteration 45Q: 3 clusters Score -4143916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4143946.750000 Penalty: 5258.454102
	Iteration 46Q: 3 clusters Score -4143947 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4143975.250000 Penalty: 5258.454102
	Iteration 47Q: 3 clusters Score -4143975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4143994.000000 Penalty: 5258.454102
	Iteration 48Q: 3 clusters Score -4143994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4144025.250000 Penalty: 5258.454102
	Iteration 49Q: 3 clusters Score -4144025 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4144061.250000 Penalty: 5258.454102
	Iteration 50Q: 3 clusters Score -4144061 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4144155.000000 Penalty: 5258.454102
	Iteration 51Q: 3 clusters Score -4144155 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4144287.000000 Penalty: 5258.454102
	Iteration 52Q: 3 clusters Score -4144287 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4144576.750000 Penalty: 5258.454102
	Iteration 53Q: 3 clusters Score -4144577 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4145199.500000 Penalty: 5258.454102
	Iteration 54Q: 3 clusters Score -4145200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4145809.000000 Penalty: 5258.454102
	Iteration 55Q: 3 clusters Score -4145809 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4146012.000000 Penalty: 5258.454102
	Iteration 56Q: 3 clusters Score -4146012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4146094.500000 Penalty: 5258.454102
	Iteration 57Q: 3 clusters Score -4146094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -4146127.750000 Penalty: 5258.454102
	Iteration 58Q: 3 clusters Score -4146128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4146138.000000 Penalty: 5258.454102
	Iteration 59Q: 3 clusters Score -4146138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4146151.500000 Penalty: 5258.454102
	Iteration 60F: 3 clusters Score -4146152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4146144.500000 Penalty: 5258.454102
	Iteration 61Q: 3 clusters Score -4146144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4146149.000000 Penalty: 5258.454102
	Iteration 62Q: 3 clusters Score -4146149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4146156.000000 Penalty: 5258.454102
	Iteration 63Q: 3 clusters Score -4146156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -4146158.500000 Penalty: 5258.454102
	Iteration 64Q: 3 clusters Score -4146158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4146162.500000 Penalty: 5258.454102
	Iteration 65Q: 3 clusters Score -4146162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -4146173.000000 Penalty: 5258.454102
	Iteration 66Q: 3 clusters Score -4146173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4146166.250000 Penalty: 5258.454102
	Iteration 67Q: 3 clusters Score -4146166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4146163.750000 Penalty: 5258.454102
	Iteration 68Q: 3 clusters Score -4146164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4146166.750000 Penalty: 5258.454102
	Iteration 69Q: 3 clusters Score -4146167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4146172.250000 Penalty: 5258.454102
	Iteration 70Q: 3 clusters Score -4146172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4146187.000000 Penalty: 5258.454102
	Iteration 71Q: 3 clusters Score -4146187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4146178.500000 Penalty: 5258.454102
	Iteration 72Q: 3 clusters Score -4146178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4146176.750000 Penalty: 5258.454102
	Iteration 73Q: 3 clusters Score -4146177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4146180.250000 Penalty: 5258.454102
	Iteration 74Q: 3 clusters Score -4146180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4146183.000000 Penalty: 5258.454102
	Iteration 75Q: 3 clusters Score -4146183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4146185.000000 Penalty: 5258.454102
	Iteration 76Q: 3 clusters Score -4146185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4146184.750000 Penalty: 5258.454102
	Iteration 77Q: 3 clusters Score -4146185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4146180.750000 Penalty: 5258.454102
	Iteration 78Q: 3 clusters Score -4146181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -4146175.000000 Penalty: 5258.454102
	Iteration 79Q: 3 clusters Score -4146175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4146182.250000 Penalty: 5258.454102
	Iteration 80F: 3 clusters Score -4146182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4146183.250000 Penalty: 5258.454102
	Iteration 81Q: 3 clusters Score -4146183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4146180.500000 Penalty: 5258.454102
	Iteration 82Q: 3 clusters Score -4146180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4146179.750000 Penalty: 5258.454102
	Iteration 83Q: 3 clusters Score -4146180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4146179.750000 Penalty: 5258.454102
	Iteration 84F: 3 clusters Score -4146180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 30657 members 
Mstep: Class 22 contains 355845 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 21247 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 9547 members 
Entering Unmasked Estep 
Score: -110833232.000000 Penalty: 102883.750000
Splitting cluster 21 changes total score from -110805728.000000 to -110833232.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (355845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355845 members 
Entering Unmasked Estep 
Score: -39985056.000000 Penalty: 3169.998047
	Iteration 0F: 2 clusters Score -3.998506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -39792720.000000 Penalty: 6339.996094
	Iteration 0F: 3 clusters Score -3.979272e+07 nChanged 172809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -39897588.000000 Penalty: 6339.996094
	Iteration 1F: 3 clusters Score -3.989759e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190203 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -39901420.000000 Penalty: 6339.996094
	Iteration 2Q: 3 clusters Score -3.990142e+07 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196637 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -39908436.000000 Penalty: 6339.996094
	Iteration 3Q: 3 clusters Score -3.990844e+07 nChanged 18883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205892 members 
Mstep: Class 2 contains 149953 members 
Entering Unmasked Estep 
Score: -39919144.000000 Penalty: 6339.996094
	Iteration 4F: 3 clusters Score -3.991914e+07 nChanged 22211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217411 members 
Mstep: Class 2 contains 138434 members 
Entering Unmasked Estep 
Score: -39935208.000000 Penalty: 6339.996094
	Iteration 5F: 3 clusters Score -3.993521e+07 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228723 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -39953136.000000 Penalty: 6339.996094
	Iteration 6F: 3 clusters Score -3.995314e+07 nChanged 21942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237397 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -39967632.000000 Penalty: 6339.996094
	Iteration 7F: 3 clusters Score -3.996763e+07 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243185 members 
Mstep: Class 2 contains 112660 members 
Entering Unmasked Estep 
Score: -39975596.000000 Penalty: 6339.996094
	Iteration 8Q: 3 clusters Score -3.99756e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247682 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -39978820.000000 Penalty: 6339.996094
	Iteration 9Q: 3 clusters Score -3.997882e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251799 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -39980424.000000 Penalty: 6339.996094
	Iteration 10Q: 3 clusters Score -3.998042e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255800 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -39982084.000000 Penalty: 6339.996094
	Iteration 11Q: 3 clusters Score -3.998208e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259884 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -39983596.000000 Penalty: 6339.996094
	Iteration 12Q: 3 clusters Score -3.99836e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264211 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -39984828.000000 Penalty: 6339.996094
	Iteration 13Q: 3 clusters Score -3.998483e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268727 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -39986336.000000 Penalty: 6339.996094
	Iteration 14Q: 3 clusters Score -3.998634e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273394 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -39988068.000000 Penalty: 6339.996094
	Iteration 15Q: 3 clusters Score -3.998807e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278244 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -39989648.000000 Penalty: 6339.996094
	Iteration 16Q: 3 clusters Score -3.998965e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283272 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -39991172.000000 Penalty: 6339.996094
	Iteration 17Q: 3 clusters Score -3.999117e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288223 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -39991840.000000 Penalty: 6339.996094
	Iteration 18Q: 3 clusters Score -3.999184e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292842 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -39992404.000000 Penalty: 6339.996094
	Iteration 19Q: 3 clusters Score -3.99924e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297142 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -39992548.000000 Penalty: 6339.996094
	Iteration 20F: 3 clusters Score -3.999255e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301198 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -39992796.000000 Penalty: 6339.996094
	Iteration 21Q: 3 clusters Score -3.99928e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305028 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -39992536.000000 Penalty: 6339.996094
	Iteration 22Q: 3 clusters Score -3.999254e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308432 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -39992120.000000 Penalty: 6339.996094
	Iteration 23Q: 3 clusters Score -3.999212e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311726 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -39991968.000000 Penalty: 6339.996094
	Iteration 24Q: 3 clusters Score -3.999197e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314801 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -39991944.000000 Penalty: 6339.996094
	Iteration 25Q: 3 clusters Score -3.999194e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317684 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -39991928.000000 Penalty: 6339.996094
	Iteration 26Q: 3 clusters Score -3.999193e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320323 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -39991800.000000 Penalty: 6339.996094
	Iteration 27Q: 3 clusters Score -3.99918e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322859 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -39991604.000000 Penalty: 6339.996094
	Iteration 28Q: 3 clusters Score -3.99916e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325366 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -39991752.000000 Penalty: 6339.996094
	Iteration 29Q: 3 clusters Score -3.999175e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327671 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -39991528.000000 Penalty: 6339.996094
	Iteration 30Q: 3 clusters Score -3.999153e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329823 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -39991148.000000 Penalty: 6339.996094
	Iteration 31Q: 3 clusters Score -3.999115e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331879 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -39991544.000000 Penalty: 6339.996094
	Iteration 32Q: 3 clusters Score -3.999154e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333841 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -39991540.000000 Penalty: 6339.996094
	Iteration 33Q: 3 clusters Score -3.999154e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335644 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -39991840.000000 Penalty: 6339.996094
	Iteration 34Q: 3 clusters Score -3.999184e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337273 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -39992028.000000 Penalty: 6339.996094
	Iteration 35Q: 3 clusters Score -3.999203e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338694 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -39992304.000000 Penalty: 6339.996094
	Iteration 36Q: 3 clusters Score -3.99923e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339950 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -39992684.000000 Penalty: 6339.996094
	Iteration 37Q: 3 clusters Score -3.999268e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341056 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -39992792.000000 Penalty: 6339.996094
	Iteration 38Q: 3 clusters Score -3.999279e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342057 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -39993224.000000 Penalty: 6339.996094
	Iteration 39Q: 3 clusters Score -3.999322e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342949 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -39993096.000000 Penalty: 6339.996094
	Iteration 40F: 3 clusters Score -3.99931e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343706 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -39993168.000000 Penalty: 6339.996094
	Iteration 41Q: 3 clusters Score -3.999317e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344334 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -39993072.000000 Penalty: 6339.996094
	Iteration 42Q: 3 clusters Score -3.999307e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344888 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -39993176.000000 Penalty: 6339.996094
	Iteration 43Q: 3 clusters Score -3.999318e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345393 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -39993216.000000 Penalty: 6339.996094
	Iteration 44Q: 3 clusters Score -3.999322e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345832 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -39993140.000000 Penalty: 6339.996094
	Iteration 45Q: 3 clusters Score -3.999314e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346196 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -39993208.000000 Penalty: 6339.996094
	Iteration 46Q: 3 clusters Score -3.999321e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346514 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -39993088.000000 Penalty: 6339.996094
	Iteration 47Q: 3 clusters Score -3.999309e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346816 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -39993016.000000 Penalty: 6339.996094
	Iteration 48Q: 3 clusters Score -3.999302e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347051 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -39992900.000000 Penalty: 6339.996094
	Iteration 49Q: 3 clusters Score -3.99929e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347245 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -39992776.000000 Penalty: 6339.996094
	Iteration 50Q: 3 clusters Score -3.999278e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347406 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -39992636.000000 Penalty: 6339.996094
	Iteration 51Q: 3 clusters Score -3.999264e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347540 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -39992604.000000 Penalty: 6339.996094
	Iteration 52Q: 3 clusters Score -3.99926e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347651 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -39992532.000000 Penalty: 6339.996094
	Iteration 53Q: 3 clusters Score -3.999253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347765 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -39992472.000000 Penalty: 6339.996094
	Iteration 54Q: 3 clusters Score -3.999247e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347851 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -39992420.000000 Penalty: 6339.996094
	Iteration 55Q: 3 clusters Score -3.999242e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347923 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -39992384.000000 Penalty: 6339.996094
	Iteration 56Q: 3 clusters Score -3.999238e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347988 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -39992380.000000 Penalty: 6339.996094
	Iteration 57Q: 3 clusters Score -3.999238e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348036 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -39992312.000000 Penalty: 6339.996094
	Iteration 58Q: 3 clusters Score -3.999231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348079 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -39992264.000000 Penalty: 6339.996094
	Iteration 59Q: 3 clusters Score -3.999226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348117 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -39992260.000000 Penalty: 6339.996094
	Iteration 60F: 3 clusters Score -3.999226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348149 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -39992252.000000 Penalty: 6339.996094
	Iteration 61Q: 3 clusters Score -3.999225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348178 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -39992244.000000 Penalty: 6339.996094
	Iteration 62Q: 3 clusters Score -3.999224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348203 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -39992200.000000 Penalty: 6339.996094
	Iteration 63Q: 3 clusters Score -3.99922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348225 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -39992180.000000 Penalty: 6339.996094
	Iteration 64Q: 3 clusters Score -3.999218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348246 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -39992152.000000 Penalty: 6339.996094
	Iteration 65Q: 3 clusters Score -3.999215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348262 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -39992148.000000 Penalty: 6339.996094
	Iteration 66Q: 3 clusters Score -3.999215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348269 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -39992164.000000 Penalty: 6339.996094
	Iteration 67Q: 3 clusters Score -3.999216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348277 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -39992140.000000 Penalty: 6339.996094
	Iteration 68Q: 3 clusters Score -3.999214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348285 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -39992116.000000 Penalty: 6339.996094
	Iteration 69Q: 3 clusters Score -3.999212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348287 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -39992140.000000 Penalty: 6339.996094
	Iteration 70Q: 3 clusters Score -3.999214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348289 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -39992116.000000 Penalty: 6339.996094
	Iteration 71Q: 3 clusters Score -3.999212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348293 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -39992140.000000 Penalty: 6339.996094
	Iteration 72Q: 3 clusters Score -3.999214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348296 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -39992104.000000 Penalty: 6339.996094
	Iteration 73Q: 3 clusters Score -3.99921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348296 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -39992104.000000 Penalty: 6339.996094
	Iteration 74F: 3 clusters Score -3.99921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 30657 members 
Mstep: Class 22 contains 348296 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 21247 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 7549 members 
Entering Unmasked Estep 
Score: -110840544.000000 Penalty: 106313.203125
Splitting cluster 22 changes total score from -110805728.000000 to -110840544.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (30553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Entering Unmasked Estep 
Score: -3368548.750000 Penalty: 2561.150146
	Iteration 0F: 2 clusters Score -3368549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3347644.750000 Penalty: 5122.300293
	Iteration 0F: 3 clusters Score -3347645 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3355384.500000 Penalty: 5122.300293
	Iteration 1F: 3 clusters Score -3355384 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3356252.000000 Penalty: 5122.300293
	Iteration 2F: 3 clusters Score -3356252 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3357334.750000 Penalty: 5122.300293
	Iteration 3F: 3 clusters Score -3357335 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3358906.250000 Penalty: 5122.300293
	Iteration 4F: 3 clusters Score -3358906 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3360971.500000 Penalty: 5122.300293
	Iteration 5F: 3 clusters Score -3360972 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3363114.750000 Penalty: 5122.300293
	Iteration 6F: 3 clusters Score -3363115 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3364660.250000 Penalty: 5122.300293
	Iteration 7F: 3 clusters Score -3364660 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3365503.500000 Penalty: 5122.300293
	Iteration 8Q: 3 clusters Score -3365504 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3365906.750000 Penalty: 5122.300293
	Iteration 9Q: 3 clusters Score -3365907 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3366090.000000 Penalty: 5122.300293
	Iteration 10Q: 3 clusters Score -3366090 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3366202.000000 Penalty: 5122.300293
	Iteration 11Q: 3 clusters Score -3366202 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3366295.750000 Penalty: 5122.300293
	Iteration 12Q: 3 clusters Score -3366296 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3366377.750000 Penalty: 5122.300293
	Iteration 13Q: 3 clusters Score -3366378 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3366443.750000 Penalty: 5122.300293
	Iteration 14Q: 3 clusters Score -3366444 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3366505.000000 Penalty: 5122.300293
	Iteration 15Q: 3 clusters Score -3366505 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3366579.500000 Penalty: 5122.300293
	Iteration 16Q: 3 clusters Score -3366580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3366655.250000 Penalty: 5122.300293
	Iteration 17Q: 3 clusters Score -3366655 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3366754.750000 Penalty: 5122.300293
	Iteration 18Q: 3 clusters Score -3366755 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3366884.500000 Penalty: 5122.300293
	Iteration 19Q: 3 clusters Score -3366884 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3367031.250000 Penalty: 5122.300293
	Iteration 20F: 3 clusters Score -3367031 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3367203.250000 Penalty: 5122.300293
	Iteration 21Q: 3 clusters Score -3367203 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3367410.750000 Penalty: 5122.300293
	Iteration 22Q: 3 clusters Score -3367411 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3367656.000000 Penalty: 5122.300293
	Iteration 23Q: 3 clusters Score -3367656 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3367917.000000 Penalty: 5122.300293
	Iteration 24Q: 3 clusters Score -3367917 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -3368168.750000 Penalty: 5122.300293
	Iteration 25Q: 3 clusters Score -3368169 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3368416.000000 Penalty: 5122.300293
	Iteration 26Q: 3 clusters Score -3368416 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3368637.750000 Penalty: 5122.300293
	Iteration 27Q: 3 clusters Score -3368638 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3368829.500000 Penalty: 5122.300293
	Iteration 28Q: 3 clusters Score -3368830 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3368958.500000 Penalty: 5122.300293
	Iteration 29Q: 3 clusters Score -3368958 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3369037.500000 Penalty: 5122.300293
	Iteration 30Q: 3 clusters Score -3369038 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3369090.750000 Penalty: 5122.300293
	Iteration 31Q: 3 clusters Score -3369091 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3369125.250000 Penalty: 5122.300293
	Iteration 32Q: 3 clusters Score -3369125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3369144.250000 Penalty: 5122.300293
	Iteration 33Q: 3 clusters Score -3369144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3369160.000000 Penalty: 5122.300293
	Iteration 34Q: 3 clusters Score -3369160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3369162.750000 Penalty: 5122.300293
	Iteration 35Q: 3 clusters Score -3369163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3369151.250000 Penalty: 5122.300293
	Iteration 36Q: 3 clusters Score -3369151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3369149.250000 Penalty: 5122.300293
	Iteration 37Q: 3 clusters Score -3369149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3369155.000000 Penalty: 5122.300293
	Iteration 38Q: 3 clusters Score -3369155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3369160.000000 Penalty: 5122.300293
	Iteration 39Q: 3 clusters Score -3369160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3369166.750000 Penalty: 5122.300293
	Iteration 40F: 3 clusters Score -3369167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3369176.250000 Penalty: 5122.300293
	Iteration 41Q: 3 clusters Score -3369176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3369181.500000 Penalty: 5122.300293
	Iteration 42Q: 3 clusters Score -3369182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3369191.000000 Penalty: 5122.300293
	Iteration 43Q: 3 clusters Score -3369191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3369187.750000 Penalty: 5122.300293
	Iteration 44Q: 3 clusters Score -3369188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3369187.500000 Penalty: 5122.300293
	Iteration 45Q: 3 clusters Score -3369188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3369187.500000 Penalty: 5122.300293
	Iteration 46Q: 3 clusters Score -3369188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3369186.000000 Penalty: 5122.300293
	Iteration 47Q: 3 clusters Score -3369186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3369186.250000 Penalty: 5122.300293
	Iteration 48Q: 3 clusters Score -3369186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3369182.500000 Penalty: 5122.300293
	Iteration 49Q: 3 clusters Score -3369182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3369188.000000 Penalty: 5122.300293
	Iteration 50Q: 3 clusters Score -3369188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3369180.750000 Penalty: 5122.300293
	Iteration 51Q: 3 clusters Score -3369181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3369186.000000 Penalty: 5122.300293
	Iteration 52Q: 3 clusters Score -3369186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3369183.250000 Penalty: 5122.300293
	Iteration 53Q: 3 clusters Score -3369183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3369183.250000 Penalty: 5122.300293
	Iteration 54F: 3 clusters Score -3369183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 18 contains 60896 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 30657 members 
Mstep: Class 22 contains 348296 members 
Mstep: Class 23 contains 20819 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 2317 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 21247 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 7549 members 
Mstep: Class 32 contains 9734 members 
Entering Unmasked Estep 
Score: -110840192.000000 Penalty: 109742.664062
Splitting cluster 23 changes total score from -110805728.000000 to -110840192.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (31248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Entering Unmasked Estep 
Score: -3493621.000000 Penalty: 2566.728271
	Iteration 0F: 2 clusters Score -3493621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3472350.250000 Penalty: 5133.456543
	Iteration 0F: 3 clusters Score -3472350 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3480276.250000 Penalty: 5133.456543
	Iteration 1F: 3 clusters Score -3480276 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3480950.000000 Penalty: 5133.456543
	Iteration 2F: 3 clusters Score -3480950 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3481635.250000 Penalty: 5133.456543
	Iteration 3F: 3 clusters Score -3481635 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3482286.500000 Penalty: 5133.456543
	Iteration 4Q: 3 clusters Score -3482286 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3482921.000000 Penalty: 5133.456543
	Iteration 5Q: 3 clusters Score -3482921 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3483588.250000 Penalty: 5133.456543
	Iteration 6Q: 3 clusters Score -3483588 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3484289.000000 Penalty: 5133.456543
	Iteration 7Q: 3 clusters Score -3484289 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3485024.250000 Penalty: 5133.456543
	Iteration 8Q: 3 clusters Score -3485024 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3485835.250000 Penalty: 5133.456543
	Iteration 9Q: 3 clusters Score -3485835 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3486725.250000 Penalty: 5133.456543
	Iteration 10Q: 3 clusters Score -3486725 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3487552.750000 Penalty: 5133.456543
	Iteration 11Q: 3 clusters Score -3487553 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3488228.000000 Penalty: 5133.456543
	Iteration 12Q: 3 clusters Score -3488228 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3488709.250000 Penalty: 5133.456543
	Iteration 13Q: 3 clusters Score -3488709 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3489057.500000 Penalty: 5133.456543
	Iteration 14Q: 3 clusters Score -3489058 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3489308.250000 Penalty: 5133.456543
	Iteration 15Q: 3 clusters Score -3489308 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3489508.000000 Penalty: 5133.456543
	Iteration 16Q: 3 clusters Score -3489508 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3489688.000000 Penalty: 5133.456543
	Iteration 17Q: 3 clusters Score -3489688 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3489866.750000 Penalty: 5133.456543
	Iteration 18Q: 3 clusters Score -3489867 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3490043.500000 Penalty: 5133.456543
	Iteration 19Q: 3 clusters Score -3490044 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3490213.250000 Penalty: 5133.456543
	Iteration 20F: 3 clusters Score -3490213 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3490386.000000 Penalty: 5133.456543
	Iteration 21Q: 3 clusters Score -3490386 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3490553.250000 Penalty: 5133.456543
	Iteration 22Q: 3 clusters Score -3490553 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3490677.500000 Penalty: 5133.456543
	Iteration 23Q: 3 clusters Score -3490678 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3490776.750000 Penalty: 5133.456543
	Iteration 24Q: 3 clusters Score -3490777 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3490888.500000 Penalty: 5133.456543
	Iteration 25Q: 3 clusters Score -3490888 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3490954.750000 Penalty: 5133.456543
	Iteration 26Q: 3 clusters Score -3490955 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3491027.000000 Penalty: 5133.456543
	Iteration 27Q: 3 clusters Score -3491027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3491084.750000 Penalty: 5133.456543
	Iteration 28Q: 3 clusters Score -3491085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3491110.000000 Penalty: 5133.456543
	Iteration 29Q: 3 clusters Score -3491110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3491161.250000 Penalty: 5133.456543
	Iteration 30Q: 3 clusters Score -3491161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3491208.750000 Penalty: 5133.456543
	Iteration 31Q: 3 clusters Score -3491209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3491230.500000 Penalty: 5133.456543
	Iteration 32Q: 3 clusters Score -3491230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3491257.000000 Penalty: 5133.456543
	Iteration 33Q: 3 clusters Score -3491257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3491293.250000 Penalty: 5133.456543
	Iteration 34Q: 3 clusters Score -3491293 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3491314.000000 Penalty: 5133.456543
	Iteration 35Q: 3 clusters Score -3491314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3491342.750000 Penalty: 5133.456543
	Iteration 36Q: 3 clusters Score -3491343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3491369.500000 Penalty: 5133.456543
	Iteration 37Q: 3 clusters Score -3491370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3491385.500000 Penalty: 5133.456543
	Iteration 38Q: 3 clusters Score -3491386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3491393.500000 Penalty: 5133.456543
	Iteration 39Q: 3 clusters Score -3491394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3491403.500000 Penalty: 5133.456543
	Iteration 40F: 3 clusters Score -3491404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3491423.500000 Penalty: 5133.456543
	Iteration 41Q: 3 clusters Score -3491424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3491431.500000 Penalty: 5133.456543
	Iteration 42Q: 3 clusters Score -3491432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3491444.500000 Penalty: 5133.456543
	Iteration 43Q: 3 clusters Score -3491444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3491455.000000 Penalty: 5133.456543
	Iteration 44Q: 3 clusters Score -3491455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3491470.500000 Penalty: 5133.456543
	Iteration 45Q: 3 clusters Score -3491470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3491487.000000 Penalty: 5133.456543
	Iteration 46Q: 3 clusters Score -3491487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3491498.000000 Penalty: 5133.456543
	Iteration 47Q: 3 clusters Score -3491498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3491504.750000 Penalty: 5133.456543
	Iteration 48Q: 3 clusters Score -3491505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3491510.250000 Penalty: 5133.456543
	Iteration 49Q: 3 clusters Score -3491510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3491503.750000 Penalty: 5133.456543
	Iteration 50Q: 3 clusters Score -3491504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3491509.750000 Penalty: 5133.456543
	Iteration 51Q: 3 clusters Score -3491510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3491516.750000 Penalty: 5133.456543
	Iteration 52Q: 3 clusters Score -3491517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3491512.750000 Penalty: 5133.456543
	Iteration 53Q: 3 clusters Score -3491513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3491518.500000 Penalty: 5133.456543
	Iteration 54Q: 3 clusters Score -3491518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3491524.000000 Penalty: 5133.456543
	Iteration 55Q: 3 clusters Score -3491524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3491522.500000 Penalty: 5133.456543
	Iteration 56Q: 3 clusters Score -3491522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3491529.250000 Penalty: 5133.456543
	Iteration 57Q: 3 clusters Score -3491529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3491531.000000 Penalty: 5133.456543
	Iteration 58Q: 3 clusters Score -3491531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3491534.750000 Penalty: 5133.456543
	Iteration 59Q: 3 clusters Score -3491535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3491532.500000 Penalty: 5133.456543
	Iteration 60F: 3 clusters Score -3491532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3491532.750000 Penalty: 5133.456543
	Iteration 61Q: 3 clusters Score -3491533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3491539.750000 Penalty: 5133.456543
	Iteration 62Q: 3 clusters Score -3491540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3491536.250000 Penalty: 5133.456543
	Iteration 63Q: 3 clusters Score -3491536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3491539.250000 Penalty: 5133.456543
	Iteration 64Q: 3 clusters Score -3491539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3491542.250000 Penalty: 5133.456543
	Iteration 65Q: 3 clusters Score -3491542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3491547.750000 Penalty: 5133.456543
	Iteration 66Q: 3 clusters Score -3491548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3491554.000000 Penalty: 5133.456543
	Iteration 67Q: 3 clusters Score -3491554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3491552.250000 Penalty: 5133.456543
	Iteration 68Q: 3 clusters Score -3491552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3491558.250000 Penalty: 5133.456543
	Iteration 69Q: 3 clusters Score -3491558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3491556.000000 Penalty: 5133.456543
	Iteration 70Q: 3 clusters Score -3491556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3491556.750000 Penalty: 5133.456543
	Iteration 71Q: 3 clusters Score -3491557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3491561.000000 Penalty: 5133.456543
	Iteration 72Q: 3 clusters Score -3491561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3491558.500000 Penalty: 5133.456543
	Iteration 73Q: 3 clusters Score -3491558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3491557.750000 Penalty: 5133.456543
	Iteration 74Q: 3 clusters Score -3491558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3491557.750000 Penalty: 5133.456543
	Iteration 75F: 3 clusters Score -3491558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 123547 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 19 contains 18922 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 30657 members 
Mstep: Class 22 contains 348296 members 
Mstep: Class 23 contains 20819 members 
Mstep: Class 24 contains 31248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110849728.000000 Penalty: 109742.664062
Iteration 39Q: 33 clusters Score -1.108497e+08 nChanged 22499
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 21404 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16365 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 117081 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 122975 members 
Mstep: Class 14 contains 51295 members 
Mstep: Class 15 contains 15214 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 37072 members 
Mstep: Class 18 contains 62365 members 
Mstep: Class 19 contains 19013 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 30897 members 
Mstep: Class 22 contains 347831 members 
Mstep: Class 23 contains 21405 members 
Mstep: Class 24 contains 31273 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 19238 members 
Mstep: Class 29 contains 2322 members 
Mstep: Class 30 contains 8979 members 
Mstep: Class 31 contains 7537 members 
Mstep: Class 32 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110859168.000000 Penalty: 109742.664062
Iteration 40F: 33 clusters Score -1.108592e+08 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 20533 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16252 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 116101 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 122178 members 
Mstep: Class 14 contains 50987 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 37816 members 
Mstep: Class 18 contains 63551 members 
Mstep: Class 19 contains 18977 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 30973 members 
Mstep: Class 22 contains 346522 members 
Mstep: Class 23 contains 21559 members 
Mstep: Class 24 contains 31260 members 
Mstep: Class 25 contains 3367 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 19234 members 
Mstep: Class 29 contains 2364 members 
Mstep: Class 30 contains 9839 members 
Mstep: Class 31 contains 8091 members 
Mstep: Class 32 contains 9647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110863952.000000 Penalty: 109742.664062
Iteration 41Q: 33 clusters Score -1.10864e+08 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 19981 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16160 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 115369 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 121486 members 
Mstep: Class 14 contains 50712 members 
Mstep: Class 15 contains 14922 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 38407 members 
Mstep: Class 18 contains 64406 members 
Mstep: Class 19 contains 18926 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 31049 members 
Mstep: Class 22 contains 345936 members 
Mstep: Class 23 contains 21652 members 
Mstep: Class 24 contains 31245 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 19172 members 
Mstep: Class 29 contains 2380 members 
Mstep: Class 30 contains 10436 members 
Mstep: Class 31 contains 8341 members 
Mstep: Class 32 contains 9758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865776.000000 Penalty: 109742.664062
Iteration 42Q: 33 clusters Score -1.108658e+08 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 19590 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 16087 members 
Mstep: Class 6 contains 1399 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 114778 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 50489 members 
Mstep: Class 15 contains 14862 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 38985 members 
Mstep: Class 18 contains 65037 members 
Mstep: Class 19 contains 18884 members 
Mstep: Class 20 contains 4421 members 
Mstep: Class 21 contains 31113 members 
Mstep: Class 22 contains 345620 members 
Mstep: Class 23 contains 21721 members 
Mstep: Class 24 contains 31229 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 19080 members 
Mstep: Class 29 contains 2393 members 
Mstep: Class 30 contains 10901 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 9850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867200.000000 Penalty: 109742.664062
Iteration 43Q: 33 clusters Score -1.108672e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 16045 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 7727 members 
Mstep: Class 11 contains 114321 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 120193 members 
Mstep: Class 14 contains 50290 members 
Mstep: Class 15 contains 14836 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 39459 members 
Mstep: Class 18 contains 65554 members 
Mstep: Class 19 contains 18847 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 31119 members 
Mstep: Class 22 contains 345510 members 
Mstep: Class 23 contains 21815 members 
Mstep: Class 24 contains 31190 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 18969 members 
Mstep: Class 29 contains 2409 members 
Mstep: Class 30 contains 11308 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867328.000000 Penalty: 109742.664062
Iteration 44Q: 33 clusters Score -1.108673e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 16016 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 113951 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 119628 members 
Mstep: Class 14 contains 50123 members 
Mstep: Class 15 contains 14825 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 39841 members 
Mstep: Class 18 contains 65963 members 
Mstep: Class 19 contains 18808 members 
Mstep: Class 20 contains 4534 members 
Mstep: Class 21 contains 31102 members 
Mstep: Class 22 contains 345472 members 
Mstep: Class 23 contains 21873 members 
Mstep: Class 24 contains 31177 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 18870 members 
Mstep: Class 29 contains 2430 members 
Mstep: Class 30 contains 11652 members 
Mstep: Class 31 contains 8771 members 
Mstep: Class 32 contains 9967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867608.000000 Penalty: 109742.664062
Iteration 45Q: 33 clusters Score -1.108676e+08 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15993 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 113659 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 119144 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 14802 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40159 members 
Mstep: Class 18 contains 66311 members 
Mstep: Class 19 contains 18784 members 
Mstep: Class 20 contains 4547 members 
Mstep: Class 21 contains 31078 members 
Mstep: Class 22 contains 345465 members 
Mstep: Class 23 contains 21908 members 
Mstep: Class 24 contains 31179 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 2306 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 18774 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 11932 members 
Mstep: Class 31 contains 8849 members 
Mstep: Class 32 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868240.000000 Penalty: 109742.664062
Iteration 46Q: 33 clusters Score -1.108682e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 18760 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5235 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 7820 members 
Mstep: Class 11 contains 113398 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 118762 members 
Mstep: Class 14 contains 49871 members 
Mstep: Class 15 contains 14774 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40420 members 
Mstep: Class 18 contains 66679 members 
Mstep: Class 19 contains 18776 members 
Mstep: Class 20 contains 4563 members 
Mstep: Class 21 contains 31023 members 
Mstep: Class 22 contains 345441 members 
Mstep: Class 23 contains 21935 members 
Mstep: Class 24 contains 31168 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 2315 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 18691 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 8916 members 
Mstep: Class 32 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868336.000000 Penalty: 109742.664062
Iteration 47Q: 33 clusters Score -1.108683e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 18650 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15967 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 7824 members 
Mstep: Class 11 contains 113200 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 118462 members 
Mstep: Class 14 contains 49774 members 
Mstep: Class 15 contains 14752 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40583 members 
Mstep: Class 18 contains 67018 members 
Mstep: Class 19 contains 18749 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 31002 members 
Mstep: Class 22 contains 345394 members 
Mstep: Class 23 contains 21960 members 
Mstep: Class 24 contains 31155 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18630 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 12435 members 
Mstep: Class 31 contains 8978 members 
Mstep: Class 32 contains 10094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868568.000000 Penalty: 109742.664062
Iteration 48Q: 33 clusters Score -1.108686e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 18550 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15952 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 113032 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 118157 members 
Mstep: Class 14 contains 49700 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40712 members 
Mstep: Class 18 contains 67344 members 
Mstep: Class 19 contains 18738 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 30981 members 
Mstep: Class 22 contains 345369 members 
Mstep: Class 23 contains 21964 members 
Mstep: Class 24 contains 31155 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 2337 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 18560 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 12625 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 10125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868472.000000 Penalty: 109742.664062
Iteration 49Q: 33 clusters Score -1.108685e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 18466 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15943 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 112906 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 117919 members 
Mstep: Class 14 contains 49632 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40818 members 
Mstep: Class 18 contains 67636 members 
Mstep: Class 19 contains 18722 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 30939 members 
Mstep: Class 22 contains 345335 members 
Mstep: Class 23 contains 21969 members 
Mstep: Class 24 contains 31144 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 2352 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18507 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 12771 members 
Mstep: Class 31 contains 9041 members 
Mstep: Class 32 contains 10159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868680.000000 Penalty: 109742.664062
Iteration 50Q: 33 clusters Score -1.108687e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 18387 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15937 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 112805 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 117751 members 
Mstep: Class 14 contains 49567 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40893 members 
Mstep: Class 18 contains 67916 members 
Mstep: Class 19 contains 18716 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 30919 members 
Mstep: Class 22 contains 345238 members 
Mstep: Class 23 contains 21967 members 
Mstep: Class 24 contains 31128 members 
Mstep: Class 25 contains 3547 members 
Mstep: Class 26 contains 2362 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18449 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 12892 members 
Mstep: Class 31 contains 9069 members 
Mstep: Class 32 contains 10191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868680.000000 Penalty: 109742.664062
Iteration 51Q: 33 clusters Score -1.108687e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 18335 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15937 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 7847 members 
Mstep: Class 11 contains 112705 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 117595 members 
Mstep: Class 14 contains 49519 members 
Mstep: Class 15 contains 14702 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40950 members 
Mstep: Class 18 contains 68171 members 
Mstep: Class 19 contains 18715 members 
Mstep: Class 20 contains 4527 members 
Mstep: Class 21 contains 30902 members 
Mstep: Class 22 contains 345085 members 
Mstep: Class 23 contains 21976 members 
Mstep: Class 24 contains 31120 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 2376 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 13013 members 
Mstep: Class 31 contains 9110 members 
Mstep: Class 32 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868872.000000 Penalty: 109742.664062
Iteration 52Q: 33 clusters Score -1.108689e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 18283 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15931 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5806 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 10 contains 7849 members 
Mstep: Class 11 contains 112636 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 117482 members 
Mstep: Class 14 contains 49466 members 
Mstep: Class 15 contains 14686 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41000 members 
Mstep: Class 18 contains 68408 members 
Mstep: Class 19 contains 18713 members 
Mstep: Class 20 contains 4512 members 
Mstep: Class 21 contains 30896 members 
Mstep: Class 22 contains 344919 members 
Mstep: Class 23 contains 21989 members 
Mstep: Class 24 contains 31114 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 2387 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18380 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 13106 members 
Mstep: Class 31 contains 9138 members 
Mstep: Class 32 contains 10242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868848.000000 Penalty: 109742.664062
Iteration 53Q: 33 clusters Score -1.108688e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 18249 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15924 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 112566 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 117396 members 
Mstep: Class 14 contains 49415 members 
Mstep: Class 15 contains 14668 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41030 members 
Mstep: Class 18 contains 68654 members 
Mstep: Class 19 contains 18715 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 30867 members 
Mstep: Class 22 contains 344779 members 
Mstep: Class 23 contains 21989 members 
Mstep: Class 24 contains 31109 members 
Mstep: Class 25 contains 3556 members 
Mstep: Class 26 contains 2395 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18342 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13192 members 
Mstep: Class 31 contains 9159 members 
Mstep: Class 32 contains 10268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869120.000000 Penalty: 109742.664062
Iteration 54Q: 33 clusters Score -1.108691e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 18221 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15914 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 112519 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 117288 members 
Mstep: Class 14 contains 49365 members 
Mstep: Class 15 contains 14651 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41045 members 
Mstep: Class 18 contains 68844 members 
Mstep: Class 19 contains 18710 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 30847 members 
Mstep: Class 22 contains 344703 members 
Mstep: Class 23 contains 21984 members 
Mstep: Class 24 contains 31122 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 2407 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18317 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13262 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 10285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869216.000000 Penalty: 109742.664062
Iteration 55Q: 33 clusters Score -1.108692e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 18191 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15905 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 112485 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 117171 members 
Mstep: Class 14 contains 49328 members 
Mstep: Class 15 contains 14643 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41074 members 
Mstep: Class 18 contains 69085 members 
Mstep: Class 19 contains 18708 members 
Mstep: Class 20 contains 4475 members 
Mstep: Class 21 contains 30816 members 
Mstep: Class 22 contains 344586 members 
Mstep: Class 23 contains 21989 members 
Mstep: Class 24 contains 31136 members 
Mstep: Class 25 contains 3562 members 
Mstep: Class 26 contains 2416 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18290 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13313 members 
Mstep: Class 31 contains 9200 members 
Mstep: Class 32 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869384.000000 Penalty: 109742.664062
Iteration 56Q: 33 clusters Score -1.108694e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 18162 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15894 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 112453 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 117060 members 
Mstep: Class 14 contains 49273 members 
Mstep: Class 15 contains 14635 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41091 members 
Mstep: Class 18 contains 69333 members 
Mstep: Class 19 contains 18706 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 21 contains 30797 members 
Mstep: Class 22 contains 344475 members 
Mstep: Class 23 contains 21981 members 
Mstep: Class 24 contains 31153 members 
Mstep: Class 25 contains 3563 members 
Mstep: Class 26 contains 2423 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18275 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13344 members 
Mstep: Class 31 contains 9215 members 
Mstep: Class 32 contains 10308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869368.000000 Penalty: 109742.664062
Iteration 57Q: 33 clusters Score -1.108694e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 18141 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15889 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 112430 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 116976 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 14618 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41087 members 
Mstep: Class 18 contains 69624 members 
Mstep: Class 19 contains 18700 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 21 contains 30785 members 
Mstep: Class 22 contains 344325 members 
Mstep: Class 23 contains 21977 members 
Mstep: Class 24 contains 31164 members 
Mstep: Class 25 contains 3568 members 
Mstep: Class 26 contains 2427 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18254 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13370 members 
Mstep: Class 31 contains 9228 members 
Mstep: Class 32 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869320.000000 Penalty: 109742.664062
Iteration 58Q: 33 clusters Score -1.108693e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 18122 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15880 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 7839 members 
Mstep: Class 11 contains 112426 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 116870 members 
Mstep: Class 14 contains 49162 members 
Mstep: Class 15 contains 14599 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41082 members 
Mstep: Class 18 contains 69877 members 
Mstep: Class 19 contains 18694 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 30772 members 
Mstep: Class 22 contains 344220 members 
Mstep: Class 23 contains 21975 members 
Mstep: Class 24 contains 31180 members 
Mstep: Class 25 contains 3569 members 
Mstep: Class 26 contains 2430 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18240 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13379 members 
Mstep: Class 31 contains 9242 members 
Mstep: Class 32 contains 10334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869464.000000 Penalty: 109742.664062
Iteration 59Q: 33 clusters Score -1.108695e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 18101 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15872 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6328 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 112410 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 116774 members 
Mstep: Class 14 contains 49112 members 
Mstep: Class 15 contains 14580 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41083 members 
Mstep: Class 18 contains 70120 members 
Mstep: Class 19 contains 18693 members 
Mstep: Class 20 contains 4468 members 
Mstep: Class 21 contains 30744 members 
Mstep: Class 22 contains 344125 members 
Mstep: Class 23 contains 21971 members 
Mstep: Class 24 contains 31191 members 
Mstep: Class 25 contains 3569 members 
Mstep: Class 26 contains 2433 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18221 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13402 members 
Mstep: Class 31 contains 9265 members 
Mstep: Class 32 contains 10342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869472.000000 Penalty: 109742.664062
Iteration 60F: 33 clusters Score -1.108695e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 18086 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15865 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6384 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 112401 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 116698 members 
Mstep: Class 14 contains 49061 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41074 members 
Mstep: Class 18 contains 70370 members 
Mstep: Class 19 contains 18685 members 
Mstep: Class 20 contains 4465 members 
Mstep: Class 21 contains 30740 members 
Mstep: Class 22 contains 344012 members 
Mstep: Class 23 contains 21966 members 
Mstep: Class 24 contains 31196 members 
Mstep: Class 25 contains 3569 members 
Mstep: Class 26 contains 2439 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18199 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 13414 members 
Mstep: Class 31 contains 9279 members 
Mstep: Class 32 contains 10354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869416.000000 Penalty: 109742.664062
Iteration 61Q: 33 clusters Score -1.108694e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 18073 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15858 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 7832 members 
Mstep: Class 11 contains 112387 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 116621 members 
Mstep: Class 14 contains 49014 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41062 members 
Mstep: Class 18 contains 70588 members 
Mstep: Class 19 contains 18682 members 
Mstep: Class 20 contains 4462 members 
Mstep: Class 21 contains 30732 members 
Mstep: Class 22 contains 343922 members 
Mstep: Class 23 contains 21969 members 
Mstep: Class 24 contains 31199 members 
Mstep: Class 25 contains 3564 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18174 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 13432 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869328.000000 Penalty: 109742.664062
Iteration 62Q: 33 clusters Score -1.108693e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 18065 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15853 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 5771 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 112376 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 116547 members 
Mstep: Class 14 contains 48974 members 
Mstep: Class 15 contains 14544 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41063 members 
Mstep: Class 18 contains 70796 members 
Mstep: Class 19 contains 18676 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 21 contains 30727 members 
Mstep: Class 22 contains 343837 members 
Mstep: Class 23 contains 21972 members 
Mstep: Class 24 contains 31198 members 
Mstep: Class 25 contains 3562 members 
Mstep: Class 26 contains 2460 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18151 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 13448 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869336.000000 Penalty: 109742.664062
Iteration 63Q: 33 clusters Score -1.108693e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15847 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6570 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 7802 members 
Mstep: Class 11 contains 112355 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 116461 members 
Mstep: Class 14 contains 48928 members 
Mstep: Class 15 contains 14534 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41040 members 
Mstep: Class 18 contains 71008 members 
Mstep: Class 19 contains 18671 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 21 contains 30721 members 
Mstep: Class 22 contains 343797 members 
Mstep: Class 23 contains 21971 members 
Mstep: Class 24 contains 31203 members 
Mstep: Class 25 contains 3563 members 
Mstep: Class 26 contains 2485 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18127 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 13471 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 10362 members 
Entering Unmasked Estep 
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Score: -110869536.000000 Penalty: 109742.664062
Iteration 64Q: 33 clusters Score -1.108695e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 18039 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15841 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 7785 members 
Mstep: Class 11 contains 112347 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 116398 members 
Mstep: Class 14 contains 48888 members 
Mstep: Class 15 contains 14524 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41025 members 
Mstep: Class 18 contains 71189 members 
Mstep: Class 19 contains 18667 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 30709 members 
Mstep: Class 22 contains 343730 members 
Mstep: Class 23 contains 21975 members 
Mstep: Class 24 contains 31209 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 2515 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18104 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 13491 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 10364 members 
Entering Unmasked Estep 
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Score: -110869504.000000 Penalty: 109742.664062
Iteration 65Q: 33 clusters Score -1.108695e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 18022 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15831 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 112337 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 116323 members 
Mstep: Class 14 contains 48859 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 41016 members 
Mstep: Class 18 contains 71391 members 
Mstep: Class 19 contains 18666 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 30698 members 
Mstep: Class 22 contains 343625 members 
Mstep: Class 23 contains 21975 members 
Mstep: Class 24 contains 31221 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 2549 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18094 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 13503 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 10367 members 
Entering Unmasked Estep 
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Score: -110869376.000000 Penalty: 109742.664062
Iteration 66Q: 33 clusters Score -1.108694e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15824 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6759 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 112314 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 116269 members 
Mstep: Class 14 contains 48831 members 
Mstep: Class 15 contains 14517 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40985 members 
Mstep: Class 18 contains 71613 members 
Mstep: Class 19 contains 18662 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 21 contains 30691 members 
Mstep: Class 22 contains 343499 members 
Mstep: Class 23 contains 21980 members 
Mstep: Class 24 contains 31225 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 2609 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18085 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 10373 members 
Entering Unmasked Estep 
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Iteration 67Q: 33 clusters Score -1.108694e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 17991 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15811 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6822 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 11 contains 112298 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 116208 members 
Mstep: Class 14 contains 48791 members 
Mstep: Class 15 contains 14513 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40965 members 
Mstep: Class 18 contains 71799 members 
Mstep: Class 19 contains 18660 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 30688 members 
Mstep: Class 22 contains 343408 members 
Mstep: Class 23 contains 21973 members 
Mstep: Class 24 contains 31225 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 2677 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18076 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 13543 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 10379 members 
Entering Unmasked Estep 
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Iteration 68Q: 33 clusters Score -1.108694e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 17979 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15800 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 112290 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 116138 members 
Mstep: Class 14 contains 48764 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40938 members 
Mstep: Class 18 contains 71990 members 
Mstep: Class 19 contains 18654 members 
Mstep: Class 20 contains 4439 members 
Mstep: Class 21 contains 30683 members 
Mstep: Class 22 contains 343329 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 31226 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 2774 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18066 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 13562 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 10387 members 
Entering Unmasked Estep 
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Iteration 69Q: 33 clusters Score -1.108697e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 17959 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15790 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 11 contains 112275 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 116079 members 
Mstep: Class 14 contains 48745 members 
Mstep: Class 15 contains 14505 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40908 members 
Mstep: Class 18 contains 72175 members 
Mstep: Class 19 contains 18649 members 
Mstep: Class 20 contains 4432 members 
Mstep: Class 21 contains 30674 members 
Mstep: Class 22 contains 343252 members 
Mstep: Class 23 contains 21954 members 
Mstep: Class 24 contains 31233 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18052 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 13582 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869816.000000 Penalty: 109742.664062
Iteration 70Q: 33 clusters Score -1.108698e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 17926 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15783 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6946 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 7500 members 
Mstep: Class 11 contains 112258 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 116024 members 
Mstep: Class 14 contains 48727 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40862 members 
Mstep: Class 18 contains 72371 members 
Mstep: Class 19 contains 18643 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 30660 members 
Mstep: Class 22 contains 343171 members 
Mstep: Class 23 contains 21946 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3039 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18034 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13602 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870128.000000 Penalty: 109742.664062
Iteration 71Q: 33 clusters Score -1.108701e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 17910 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 112243 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 115971 members 
Mstep: Class 14 contains 48707 members 
Mstep: Class 15 contains 14496 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40807 members 
Mstep: Class 18 contains 72517 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 30649 members 
Mstep: Class 22 contains 343114 members 
Mstep: Class 23 contains 21945 members 
Mstep: Class 24 contains 31240 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3198 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18014 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13622 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870496.000000 Penalty: 109742.664062
Iteration 72Q: 33 clusters Score -1.108705e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15764 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 112226 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 115905 members 
Mstep: Class 14 contains 48697 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40759 members 
Mstep: Class 18 contains 72637 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 30640 members 
Mstep: Class 22 contains 343085 members 
Mstep: Class 23 contains 21943 members 
Mstep: Class 24 contains 31241 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 3336 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17991 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13645 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870648.000000 Penalty: 109742.664062
Iteration 73Q: 33 clusters Score -1.108706e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 17884 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 112209 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 115840 members 
Mstep: Class 14 contains 48682 members 
Mstep: Class 15 contains 14483 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 40730 members 
Mstep: Class 18 contains 72780 members 
Mstep: Class 19 contains 18642 members 
Mstep: Class 20 contains 4432 members 
Mstep: Class 21 contains 30636 members 
Mstep: Class 22 contains 343019 members 
Mstep: Class 23 contains 21935 members 
Mstep: Class 24 contains 31242 members 
Mstep: Class 25 contains 3513 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17964 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13662 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 10419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870632.000000 Penalty: 109742.664062
Iteration 74Q: 33 clusters Score -1.108706e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 17888 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15749 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 112197 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 115775 members 
Mstep: Class 14 contains 48661 members 
Mstep: Class 15 contains 14485 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 40713 members 
Mstep: Class 18 contains 72913 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 30634 members 
Mstep: Class 22 contains 342944 members 
Mstep: Class 23 contains 21931 members 
Mstep: Class 24 contains 31245 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17952 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 10423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870776.000000 Penalty: 109742.664062
Iteration 75Q: 33 clusters Score -1.108708e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15748 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7256 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 112195 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 115723 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 40709 members 
Mstep: Class 18 contains 73013 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 4429 members 
Mstep: Class 21 contains 30629 members 
Mstep: Class 22 contains 342874 members 
Mstep: Class 23 contains 21932 members 
Mstep: Class 24 contains 31247 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17935 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13677 members 
Mstep: Class 31 contains 9299 members 
Mstep: Class 32 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870872.000000 Penalty: 109742.664062
Iteration 76Q: 33 clusters Score -1.108709e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 17875 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15749 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 5835 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 112199 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115660 members 
Mstep: Class 14 contains 48615 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 40710 members 
Mstep: Class 18 contains 73124 members 
Mstep: Class 19 contains 18627 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 30617 members 
Mstep: Class 22 contains 342811 members 
Mstep: Class 23 contains 21931 members 
Mstep: Class 24 contains 31252 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 3496 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17922 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 9305 members 
Mstep: Class 32 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110871016.000000 Penalty: 109742.664062
Iteration 77Q: 33 clusters Score -1.10871e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 112198 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115594 members 
Mstep: Class 14 contains 48590 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 40717 members 
Mstep: Class 18 contains 73250 members 
Mstep: Class 19 contains 18628 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 30614 members 
Mstep: Class 22 contains 342743 members 
Mstep: Class 23 contains 21926 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17905 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 9312 members 
Mstep: Class 32 contains 10429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870880.000000 Penalty: 109742.664062
Iteration 78Q: 33 clusters Score -1.108709e+08 nChanged 473
Entering ConstructFrom: 
Score: -110870880.000000 Penalty: 109742.664062
Entering ConstructFrom: 
Trying to split cluster 1 (33563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Entering Unmasked Estep 
Score: -3838967.750000 Penalty: 2584.452637
	Iteration 0F: 2 clusters Score -3838968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3816113.000000 Penalty: 5168.905273
	Iteration 0F: 3 clusters Score -3816113 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3824240.750000 Penalty: 5168.905273
	Iteration 1F: 3 clusters Score -3824241 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3824614.000000 Penalty: 5168.905273
	Iteration 2Q: 3 clusters Score -3824614 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3824933.750000 Penalty: 5168.905273
	Iteration 3Q: 3 clusters Score -3824934 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3825277.000000 Penalty: 5168.905273
	Iteration 4Q: 3 clusters Score -3825277 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3825538.750000 Penalty: 5168.905273
	Iteration 5Q: 3 clusters Score -3825539 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3825840.000000 Penalty: 5168.905273
	Iteration 6Q: 3 clusters Score -3825840 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3826209.750000 Penalty: 5168.905273
	Iteration 7Q: 3 clusters Score -3826210 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3826690.250000 Penalty: 5168.905273
	Iteration 8Q: 3 clusters Score -3826690 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3827431.250000 Penalty: 5168.905273
	Iteration 9Q: 3 clusters Score -3827431 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3828441.500000 Penalty: 5168.905273
	Iteration 10F: 3 clusters Score -3828442 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3829823.750000 Penalty: 5168.905273
	Iteration 11F: 3 clusters Score -3829824 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3831473.500000 Penalty: 5168.905273
	Iteration 12F: 3 clusters Score -3831474 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3833067.500000 Penalty: 5168.905273
	Iteration 13F: 3 clusters Score -3833068 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3834317.000000 Penalty: 5168.905273
	Iteration 14Q: 3 clusters Score -3834317 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3835171.250000 Penalty: 5168.905273
	Iteration 15Q: 3 clusters Score -3835171 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3835721.750000 Penalty: 5168.905273
	Iteration 16Q: 3 clusters Score -3835722 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3836035.500000 Penalty: 5168.905273
	Iteration 17Q: 3 clusters Score -3836036 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3836254.500000 Penalty: 5168.905273
	Iteration 18Q: 3 clusters Score -3836254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3836405.250000 Penalty: 5168.905273
	Iteration 19Q: 3 clusters Score -3836405 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3836494.750000 Penalty: 5168.905273
	Iteration 20F: 3 clusters Score -3836495 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3836571.250000 Penalty: 5168.905273
	Iteration 21Q: 3 clusters Score -3836571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3836623.250000 Penalty: 5168.905273
	Iteration 22Q: 3 clusters Score -3836623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3836649.750000 Penalty: 5168.905273
	Iteration 23Q: 3 clusters Score -3836650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3836682.500000 Penalty: 5168.905273
	Iteration 24Q: 3 clusters Score -3836682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3836706.750000 Penalty: 5168.905273
	Iteration 25Q: 3 clusters Score -3836707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3836729.000000 Penalty: 5168.905273
	Iteration 26Q: 3 clusters Score -3836729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3836746.500000 Penalty: 5168.905273
	Iteration 27Q: 3 clusters Score -3836746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3836754.500000 Penalty: 5168.905273
	Iteration 28Q: 3 clusters Score -3836754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3836771.250000 Penalty: 5168.905273
	Iteration 29Q: 3 clusters Score -3836771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3836779.250000 Penalty: 5168.905273
	Iteration 30Q: 3 clusters Score -3836779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3836787.500000 Penalty: 5168.905273
	Iteration 31Q: 3 clusters Score -3836788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3836790.000000 Penalty: 5168.905273
	Iteration 32Q: 3 clusters Score -3836790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3836795.000000 Penalty: 5168.905273
	Iteration 33Q: 3 clusters Score -3836795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3836793.000000 Penalty: 5168.905273
	Iteration 34Q: 3 clusters Score -3836793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3836797.750000 Penalty: 5168.905273
	Iteration 35Q: 3 clusters Score -3836798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3836796.500000 Penalty: 5168.905273
	Iteration 36Q: 3 clusters Score -3836796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3836796.500000 Penalty: 5168.905273
	Iteration 37F: 3 clusters Score -3836796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Entering Unmasked Estep 
Score: -1961139.000000 Penalty: 2428.179443
	Iteration 0F: 2 clusters Score -1961139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1948511.750000 Penalty: 4856.358887
	Iteration 0F: 3 clusters Score -1948512 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1953123.375000 Penalty: 4856.358887
	Iteration 1F: 3 clusters Score -1953123 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1954586.125000 Penalty: 4856.358887
	Iteration 2F: 3 clusters Score -1954586 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1957080.875000 Penalty: 4856.358887
	Iteration 3F: 3 clusters Score -1957081 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1960259.000000 Penalty: 4856.358887
	Iteration 4F: 3 clusters Score -1960259 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1963089.500000 Penalty: 4856.358887
	Iteration 5F: 3 clusters Score -1963090 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1964663.125000 Penalty: 4856.358887
	Iteration 6F: 3 clusters Score -1964663 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1965361.125000 Penalty: 4856.358887
	Iteration 7Q: 3 clusters Score -1965361 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1965560.750000 Penalty: 4856.358887
	Iteration 8Q: 3 clusters Score -1965561 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1965636.750000 Penalty: 4856.358887
	Iteration 9Q: 3 clusters Score -1965637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1965668.375000 Penalty: 4856.358887
	Iteration 10Q: 3 clusters Score -1965668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1965688.000000 Penalty: 4856.358887
	Iteration 11Q: 3 clusters Score -1965688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1965694.875000 Penalty: 4856.358887
	Iteration 12Q: 3 clusters Score -1965695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1965715.750000 Penalty: 4856.358887
	Iteration 13Q: 3 clusters Score -1965716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1965724.875000 Penalty: 4856.358887
	Iteration 14Q: 3 clusters Score -1965725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1965732.125000 Penalty: 4856.358887
	Iteration 15Q: 3 clusters Score -1965732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1965738.500000 Penalty: 4856.358887
	Iteration 16Q: 3 clusters Score -1965738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1965755.250000 Penalty: 4856.358887
	Iteration 17Q: 3 clusters Score -1965755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1965774.250000 Penalty: 4856.358887
	Iteration 18Q: 3 clusters Score -1965774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1965790.625000 Penalty: 4856.358887
	Iteration 19Q: 3 clusters Score -1965791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1965830.125000 Penalty: 4856.358887
	Iteration 20F: 3 clusters Score -1965830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1965890.500000 Penalty: 4856.358887
	Iteration 21Q: 3 clusters Score -1965890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1966023.625000 Penalty: 4856.358887
	Iteration 22Q: 3 clusters Score -1966024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1966198.000000 Penalty: 4856.358887
	Iteration 23Q: 3 clusters Score -1966198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1966335.125000 Penalty: 4856.358887
	Iteration 24Q: 3 clusters Score -1966335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1966388.250000 Penalty: 4856.358887
	Iteration 25Q: 3 clusters Score -1966388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1966412.250000 Penalty: 4856.358887
	Iteration 26Q: 3 clusters Score -1966412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1966428.375000 Penalty: 4856.358887
	Iteration 27Q: 3 clusters Score -1966428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1966448.625000 Penalty: 4856.358887
	Iteration 28Q: 3 clusters Score -1966449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1966458.625000 Penalty: 4856.358887
	Iteration 29Q: 3 clusters Score -1966459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1966476.500000 Penalty: 4856.358887
	Iteration 30Q: 3 clusters Score -1966476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1966475.125000 Penalty: 4856.358887
	Iteration 31Q: 3 clusters Score -1966475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1966480.000000 Penalty: 4856.358887
	Iteration 32Q: 3 clusters Score -1966480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1966486.125000 Penalty: 4856.358887
	Iteration 33Q: 3 clusters Score -1966486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1966489.125000 Penalty: 4856.358887
	Iteration 34Q: 3 clusters Score -1966489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1966494.375000 Penalty: 4856.358887
	Iteration 35Q: 3 clusters Score -1966494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1966492.750000 Penalty: 4856.358887
	Iteration 36Q: 3 clusters Score -1966493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1966493.500000 Penalty: 4856.358887
	Iteration 37Q: 3 clusters Score -1966494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1966497.375000 Penalty: 4856.358887
	Iteration 38Q: 3 clusters Score -1966497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1966503.250000 Penalty: 4856.358887
	Iteration 39Q: 3 clusters Score -1966503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1966505.750000 Penalty: 4856.358887
	Iteration 40F: 3 clusters Score -1966506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1966506.000000 Penalty: 4856.358887
	Iteration 41Q: 3 clusters Score -1966506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1966505.750000 Penalty: 4856.358887
	Iteration 42Q: 3 clusters Score -1966506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1966507.125000 Penalty: 4856.358887
	Iteration 43Q: 3 clusters Score -1966507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1966508.750000 Penalty: 4856.358887
	Iteration 44Q: 3 clusters Score -1966509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1966506.125000 Penalty: 4856.358887
	Iteration 45Q: 3 clusters Score -1966506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1966507.000000 Penalty: 4856.358887
	Iteration 46Q: 3 clusters Score -1966507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1966508.625000 Penalty: 4856.358887
	Iteration 47Q: 3 clusters Score -1966509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1966505.875000 Penalty: 4856.358887
	Iteration 48Q: 3 clusters Score -1966506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1966505.625000 Penalty: 4856.358887
	Iteration 49Q: 3 clusters Score -1966506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1966507.250000 Penalty: 4856.358887
	Iteration 50Q: 3 clusters Score -1966507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1966508.375000 Penalty: 4856.358887
	Iteration 51Q: 3 clusters Score -1966508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1966506.750000 Penalty: 4856.358887
	Iteration 52Q: 3 clusters Score -1966507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1966506.750000 Penalty: 4856.358887
	Iteration 53F: 3 clusters Score -1966507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 30605 members 
Mstep: Class 22 contains 342660 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Entering Unmasked Estep 
Score: -110875392.000000 Penalty: 113172.125000
Splitting cluster 2 changes total score from -110870880.000000 to -110875392.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 3 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -58149.882812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -58149.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56583.574219 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -56583.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56779.957031 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -56779.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56851.039062 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -56851.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56879.218750 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -56879.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56895.742188 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -56895.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56907.933594 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -56907.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56913.089844 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -56913.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56931.343750 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -56931.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56951.906250 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -56951.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56985.429688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -56985.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56998.863281 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -56998.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57012.417969 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -57012.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57024.734375 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -57024.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57030.933594 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -57030.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57035.046875 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -57035.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57046.367188 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -57046.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57062.992188 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -57062.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57067.785156 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -57067.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57075.062500 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -57075.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57075.062500 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -57075.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129830.507812 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129830.5 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 623 members 
Entering Unmasked Estep 
Score: -127741.351562 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127741.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128056.820312 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -128056.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128141.437500 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -128141.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128194.992188 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -128195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128217.007812 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -128217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128242.070312 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -128242.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128265.593750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -128265.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -128281.992188 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -128282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -128292.937500 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -128292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128299.773438 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -128299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128301.710938 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -128301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128304.562500 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -128304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128306.078125 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -128306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128306.765625 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -128306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128306.765625 Penalty: 3509.181641
	Iteration 14F: 3 clusters Score -128306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Entering Unmasked Estep 
Score: -1747792.250000 Penalty: 2396.819824
	Iteration 0F: 2 clusters Score -1747792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1736496.250000 Penalty: 4793.639648
	Iteration 0F: 3 clusters Score -1736496 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1740358.500000 Penalty: 4793.639648
	Iteration 1F: 3 clusters Score -1740358 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1741194.125000 Penalty: 4793.639648
	Iteration 2F: 3 clusters Score -1741194 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1742210.875000 Penalty: 4793.639648
	Iteration 3F: 3 clusters Score -1742211 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1743330.500000 Penalty: 4793.639648
	Iteration 4F: 3 clusters Score -1743330 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1744248.375000 Penalty: 4793.639648
	Iteration 5F: 3 clusters Score -1744248 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1744841.000000 Penalty: 4793.639648
	Iteration 6F: 3 clusters Score -1744841 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1745254.875000 Penalty: 4793.639648
	Iteration 7Q: 3 clusters Score -1745255 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1745568.625000 Penalty: 4793.639648
	Iteration 8Q: 3 clusters Score -1745569 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1745841.625000 Penalty: 4793.639648
	Iteration 9Q: 3 clusters Score -1745842 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1746064.375000 Penalty: 4793.639648
	Iteration 10Q: 3 clusters Score -1746064 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1746239.750000 Penalty: 4793.639648
	Iteration 11Q: 3 clusters Score -1746240 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1746406.500000 Penalty: 4793.639648
	Iteration 12Q: 3 clusters Score -1746406 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1746541.375000 Penalty: 4793.639648
	Iteration 13Q: 3 clusters Score -1746541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1746643.250000 Penalty: 4793.639648
	Iteration 14Q: 3 clusters Score -1746643 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1746714.000000 Penalty: 4793.639648
	Iteration 15Q: 3 clusters Score -1746714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1746770.500000 Penalty: 4793.639648
	Iteration 16Q: 3 clusters Score -1746770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1746796.375000 Penalty: 4793.639648
	Iteration 17Q: 3 clusters Score -1746796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1746822.375000 Penalty: 4793.639648
	Iteration 18Q: 3 clusters Score -1746822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1746837.750000 Penalty: 4793.639648
	Iteration 19Q: 3 clusters Score -1746838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1746846.750000 Penalty: 4793.639648
	Iteration 20F: 3 clusters Score -1746847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1746853.375000 Penalty: 4793.639648
	Iteration 21Q: 3 clusters Score -1746853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1746852.375000 Penalty: 4793.639648
	Iteration 22Q: 3 clusters Score -1746852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1746852.875000 Penalty: 4793.639648
	Iteration 23Q: 3 clusters Score -1746853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1746856.875000 Penalty: 4793.639648
	Iteration 24Q: 3 clusters Score -1746857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1746856.625000 Penalty: 4793.639648
	Iteration 25Q: 3 clusters Score -1746857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1746857.750000 Penalty: 4793.639648
	Iteration 26Q: 3 clusters Score -1746858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1746859.875000 Penalty: 4793.639648
	Iteration 27Q: 3 clusters Score -1746860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1746860.750000 Penalty: 4793.639648
	Iteration 28Q: 3 clusters Score -1746861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1746863.000000 Penalty: 4793.639648
	Iteration 29Q: 3 clusters Score -1746863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1746861.250000 Penalty: 4793.639648
	Iteration 30Q: 3 clusters Score -1746861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1746863.625000 Penalty: 4793.639648
	Iteration 31Q: 3 clusters Score -1746864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1746868.000000 Penalty: 4793.639648
	Iteration 32Q: 3 clusters Score -1746868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1746866.250000 Penalty: 4793.639648
	Iteration 33Q: 3 clusters Score -1746866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1746865.375000 Penalty: 4793.639648
	Iteration 34Q: 3 clusters Score -1746865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1746865.375000 Penalty: 4793.639648
	Iteration 35F: 3 clusters Score -1746865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -145642.593750 Penalty: 1799.561646
	Iteration 0F: 2 clusters Score -145642.6 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 745 members 
Entering Unmasked Estep 
Score: -143414.953125 Penalty: 3599.123291
	Iteration 0F: 3 clusters Score -143415 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -143772.875000 Penalty: 3599.123291
	Iteration 1F: 3 clusters Score -143772.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -143917.890625 Penalty: 3599.123291
	Iteration 2F: 3 clusters Score -143917.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -143985.343750 Penalty: 3599.123291
	Iteration 3Q: 3 clusters Score -143985.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144042.609375 Penalty: 3599.123291
	Iteration 4Q: 3 clusters Score -144042.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144086.921875 Penalty: 3599.123291
	Iteration 5Q: 3 clusters Score -144086.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144110.578125 Penalty: 3599.123291
	Iteration 6Q: 3 clusters Score -144110.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144126.125000 Penalty: 3599.123291
	Iteration 7Q: 3 clusters Score -144126.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -144141.890625 Penalty: 3599.123291
	Iteration 8Q: 3 clusters Score -144141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -144155.312500 Penalty: 3599.123291
	Iteration 9Q: 3 clusters Score -144155.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -144165.765625 Penalty: 3599.123291
	Iteration 10Q: 3 clusters Score -144165.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -144178.218750 Penalty: 3599.123291
	Iteration 11Q: 3 clusters Score -144178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144183.937500 Penalty: 3599.123291
	Iteration 12Q: 3 clusters Score -144183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -144191.296875 Penalty: 3599.123291
	Iteration 13Q: 3 clusters Score -144191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144197.171875 Penalty: 3599.123291
	Iteration 14Q: 3 clusters Score -144197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -144203.578125 Penalty: 3599.123291
	Iteration 15Q: 3 clusters Score -144203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144210.187500 Penalty: 3599.123291
	Iteration 16Q: 3 clusters Score -144210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144213.703125 Penalty: 3599.123291
	Iteration 17Q: 3 clusters Score -144213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -144218.906250 Penalty: 3599.123291
	Iteration 18Q: 3 clusters Score -144218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -144222.968750 Penalty: 3599.123291
	Iteration 19Q: 3 clusters Score -144223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -144227.375000 Penalty: 3599.123291
	Iteration 20F: 3 clusters Score -144227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144232.437500 Penalty: 3599.123291
	Iteration 21Q: 3 clusters Score -144232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144238.500000 Penalty: 3599.123291
	Iteration 22Q: 3 clusters Score -144238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144244.328125 Penalty: 3599.123291
	Iteration 23Q: 3 clusters Score -144244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144247.156250 Penalty: 3599.123291
	Iteration 24Q: 3 clusters Score -144247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -144250.578125 Penalty: 3599.123291
	Iteration 25Q: 3 clusters Score -144250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -144255.765625 Penalty: 3599.123291
	Iteration 26Q: 3 clusters Score -144255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -144261.187500 Penalty: 3599.123291
	Iteration 27Q: 3 clusters Score -144261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -144266.328125 Penalty: 3599.123291
	Iteration 28Q: 3 clusters Score -144266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -144268.734375 Penalty: 3599.123291
	Iteration 29Q: 3 clusters Score -144268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -144269.796875 Penalty: 3599.123291
	Iteration 30Q: 3 clusters Score -144269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144271.234375 Penalty: 3599.123291
	Iteration 31Q: 3 clusters Score -144271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144271.234375 Penalty: 3599.123291
	Iteration 32F: 3 clusters Score -144271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -93175.578125 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -93175.58 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 604 members 
Entering Unmasked Estep 
Score: -91315.125000 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -91315.12 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93101.835938 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -93101.84 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -93972.632812 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -93972.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -94771.156250 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -94771.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -95781.164062 Penalty: 3530.536133
	Iteration 4F: 3 clusters Score -95781.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96840.265625 Penalty: 3530.536133
	Iteration 5F: 3 clusters Score -96840.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -97503.203125 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -97503.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -97898.187500 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -97898.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -98004.867188 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -98004.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98059.437500 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -98059.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -98091.234375 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -98091.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -98125.085938 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -98125.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -98155.289062 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -98155.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98206.781250 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -98206.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -98227.359375 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -98227.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98239.125000 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -98239.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -98244.156250 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -98244.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98245.312500 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -98245.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98299.554688 Penalty: 3530.536133
	Iteration 18F: 3 clusters Score -98299.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -98606.968750 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -98606.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -99885.703125 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -99885.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -99965.554688 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -99965.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -100027.867188 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -100027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100043.304688 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -100043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -100044.390625 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -100044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -100045.781250 Penalty: 3530.536133
	Iteration 25F: 3 clusters Score -100045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100066.343750 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -100066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100066.343750 Penalty: 3530.536133
	Iteration 27F: 3 clusters Score -100066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 30605 members 
Mstep: Class 22 contains 342660 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Entering Unmasked Estep 
Score: -110880608.000000 Penalty: 116601.578125
Splitting cluster 7 changes total score from -110870880.000000 to -110880608.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -809034.000000 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -809034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -802992.812500 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -802992.8 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -804684.187500 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -804684.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -805083.250000 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -805083.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -805458.437500 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -805458.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -805817.375000 Penalty: 4423.052734
	Iteration 4F: 3 clusters Score -805817.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -806155.437500 Penalty: 4423.052734
	Iteration 5F: 3 clusters Score -806155.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -806468.812500 Penalty: 4423.052734
	Iteration 6F: 3 clusters Score -806468.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -806744.687500 Penalty: 4423.052734
	Iteration 7F: 3 clusters Score -806744.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -806981.937500 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -806981.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -807182.500000 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -807182.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -807315.562500 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -807315.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -807419.750000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -807419.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -807475.000000 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -807475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -807514.125000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -807514.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -807554.562500 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -807554.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -807577.687500 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -807577.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -807591.000000 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -807591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -807603.562500 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -807603.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -807610.000000 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -807610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -807617.500000 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -807617.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -807628.875000 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -807628.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -807633.312500 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -807633.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -807640.750000 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -807640.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -807648.625000 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -807648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -807656.187500 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -807656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -807662.937500 Penalty: 4423.052734
	Iteration 25Q: 3 clusters Score -807662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -807666.062500 Penalty: 4423.052734
	Iteration 26Q: 3 clusters Score -807666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -807668.687500 Penalty: 4423.052734
	Iteration 27Q: 3 clusters Score -807668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -807669.500000 Penalty: 4423.052734
	Iteration 28Q: 3 clusters Score -807669.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -807675.687500 Penalty: 4423.052734
	Iteration 29Q: 3 clusters Score -807675.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -807682.250000 Penalty: 4423.052734
	Iteration 30Q: 3 clusters Score -807682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -807686.625000 Penalty: 4423.052734
	Iteration 31Q: 3 clusters Score -807686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -807692.000000 Penalty: 4423.052734
	Iteration 32Q: 3 clusters Score -807692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -807699.812500 Penalty: 4423.052734
	Iteration 33Q: 3 clusters Score -807699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -807705.937500 Penalty: 4423.052734
	Iteration 34Q: 3 clusters Score -807705.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -807710.375000 Penalty: 4423.052734
	Iteration 35Q: 3 clusters Score -807710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -807713.500000 Penalty: 4423.052734
	Iteration 36Q: 3 clusters Score -807713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -807712.687500 Penalty: 4423.052734
	Iteration 37Q: 3 clusters Score -807712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -807715.000000 Penalty: 4423.052734
	Iteration 38Q: 3 clusters Score -807715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -807716.437500 Penalty: 4423.052734
	Iteration 39Q: 3 clusters Score -807716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -807718.812500 Penalty: 4423.052734
	Iteration 40F: 3 clusters Score -807718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -807719.937500 Penalty: 4423.052734
	Iteration 41Q: 3 clusters Score -807719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -807722.625000 Penalty: 4423.052734
	Iteration 42Q: 3 clusters Score -807722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -807723.250000 Penalty: 4423.052734
	Iteration 43Q: 3 clusters Score -807723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -807724.562500 Penalty: 4423.052734
	Iteration 44Q: 3 clusters Score -807724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -807724.875000 Penalty: 4423.052734
	Iteration 45Q: 3 clusters Score -807724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -807725.812500 Penalty: 4423.052734
	Iteration 46Q: 3 clusters Score -807725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -807727.937500 Penalty: 4423.052734
	Iteration 47Q: 3 clusters Score -807727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -807727.937500 Penalty: 4423.052734
	Iteration 48F: 3 clusters Score -807727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -580853.375000 Penalty: 2150.606445
	Iteration 0F: 2 clusters Score -580853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -575895.375000 Penalty: 4301.212891
	Iteration 0F: 3 clusters Score -575895.4 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -577410.250000 Penalty: 4301.212891
	Iteration 1F: 3 clusters Score -577410.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -577841.937500 Penalty: 4301.212891
	Iteration 2F: 3 clusters Score -577841.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -578201.562500 Penalty: 4301.212891
	Iteration 3F: 3 clusters Score -578201.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -578532.125000 Penalty: 4301.212891
	Iteration 4F: 3 clusters Score -578532.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -578796.812500 Penalty: 4301.212891
	Iteration 5F: 3 clusters Score -578796.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -579004.875000 Penalty: 4301.212891
	Iteration 6Q: 3 clusters Score -579004.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -579152.687500 Penalty: 4301.212891
	Iteration 7Q: 3 clusters Score -579152.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -579259.562500 Penalty: 4301.212891
	Iteration 8Q: 3 clusters Score -579259.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -579341.812500 Penalty: 4301.212891
	Iteration 9Q: 3 clusters Score -579341.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -579408.750000 Penalty: 4301.212891
	Iteration 10Q: 3 clusters Score -579408.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -579459.437500 Penalty: 4301.212891
	Iteration 11Q: 3 clusters Score -579459.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -579495.562500 Penalty: 4301.212891
	Iteration 12Q: 3 clusters Score -579495.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -579521.750000 Penalty: 4301.212891
	Iteration 13Q: 3 clusters Score -579521.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -579544.062500 Penalty: 4301.212891
	Iteration 14Q: 3 clusters Score -579544.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -579566.812500 Penalty: 4301.212891
	Iteration 15Q: 3 clusters Score -579566.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -579587.750000 Penalty: 4301.212891
	Iteration 16Q: 3 clusters Score -579587.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -579604.687500 Penalty: 4301.212891
	Iteration 17Q: 3 clusters Score -579604.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -579615.750000 Penalty: 4301.212891
	Iteration 18Q: 3 clusters Score -579615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -579622.000000 Penalty: 4301.212891
	Iteration 19Q: 3 clusters Score -579622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -579625.125000 Penalty: 4301.212891
	Iteration 20F: 3 clusters Score -579625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -579627.750000 Penalty: 4301.212891
	Iteration 21Q: 3 clusters Score -579627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -579629.687500 Penalty: 4301.212891
	Iteration 22Q: 3 clusters Score -579629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -579633.562500 Penalty: 4301.212891
	Iteration 23Q: 3 clusters Score -579633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -579633.500000 Penalty: 4301.212891
	Iteration 24Q: 3 clusters Score -579633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -579635.312500 Penalty: 4301.212891
	Iteration 25Q: 3 clusters Score -579635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -579636.375000 Penalty: 4301.212891
	Iteration 26Q: 3 clusters Score -579636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -579639.000000 Penalty: 4301.212891
	Iteration 27Q: 3 clusters Score -579639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -579638.750000 Penalty: 4301.212891
	Iteration 28Q: 3 clusters Score -579638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -579638.562500 Penalty: 4301.212891
	Iteration 29Q: 3 clusters Score -579638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -579640.562500 Penalty: 4301.212891
	Iteration 30Q: 3 clusters Score -579640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -579641.187500 Penalty: 4301.212891
	Iteration 31Q: 3 clusters Score -579641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -579642.250000 Penalty: 4301.212891
	Iteration 32Q: 3 clusters Score -579642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -579642.250000 Penalty: 4301.212891
	Iteration 33F: 3 clusters Score -579642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -798660.125000 Penalty: 2202.419678
	Iteration 0F: 2 clusters Score -798660.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -792773.875000 Penalty: 4404.839355
	Iteration 0F: 3 clusters Score -792773.9 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -794355.375000 Penalty: 4404.839355
	Iteration 1F: 3 clusters Score -794355.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -794751.500000 Penalty: 4404.839355
	Iteration 2F: 3 clusters Score -794751.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -795035.562500 Penalty: 4404.839355
	Iteration 3F: 3 clusters Score -795035.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -795225.000000 Penalty: 4404.839355
	Iteration 4Q: 3 clusters Score -795225 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -795368.875000 Penalty: 4404.839355
	Iteration 5Q: 3 clusters Score -795368.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -795516.875000 Penalty: 4404.839355
	Iteration 6Q: 3 clusters Score -795516.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -795660.875000 Penalty: 4404.839355
	Iteration 7Q: 3 clusters Score -795660.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -795801.937500 Penalty: 4404.839355
	Iteration 8Q: 3 clusters Score -795801.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -795935.750000 Penalty: 4404.839355
	Iteration 9Q: 3 clusters Score -795935.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -796053.062500 Penalty: 4404.839355
	Iteration 10Q: 3 clusters Score -796053.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -796165.562500 Penalty: 4404.839355
	Iteration 11Q: 3 clusters Score -796165.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -796269.562500 Penalty: 4404.839355
	Iteration 12Q: 3 clusters Score -796269.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -796373.312500 Penalty: 4404.839355
	Iteration 13Q: 3 clusters Score -796373.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -796470.937500 Penalty: 4404.839355
	Iteration 14Q: 3 clusters Score -796470.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -796562.562500 Penalty: 4404.839355
	Iteration 15Q: 3 clusters Score -796562.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -796627.187500 Penalty: 4404.839355
	Iteration 16Q: 3 clusters Score -796627.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -796672.312500 Penalty: 4404.839355
	Iteration 17Q: 3 clusters Score -796672.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -796716.062500 Penalty: 4404.839355
	Iteration 18Q: 3 clusters Score -796716.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -796753.937500 Penalty: 4404.839355
	Iteration 19Q: 3 clusters Score -796753.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -796788.500000 Penalty: 4404.839355
	Iteration 20F: 3 clusters Score -796788.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -796811.125000 Penalty: 4404.839355
	Iteration 21Q: 3 clusters Score -796811.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -796831.937500 Penalty: 4404.839355
	Iteration 22Q: 3 clusters Score -796831.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -796849.375000 Penalty: 4404.839355
	Iteration 23Q: 3 clusters Score -796849.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -796860.375000 Penalty: 4404.839355
	Iteration 24Q: 3 clusters Score -796860.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -796868.125000 Penalty: 4404.839355
	Iteration 25Q: 3 clusters Score -796868.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -796875.187500 Penalty: 4404.839355
	Iteration 26Q: 3 clusters Score -796875.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -796882.687500 Penalty: 4404.839355
	Iteration 27Q: 3 clusters Score -796882.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -796886.875000 Penalty: 4404.839355
	Iteration 28Q: 3 clusters Score -796886.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -796888.500000 Penalty: 4404.839355
	Iteration 29Q: 3 clusters Score -796888.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -796891.500000 Penalty: 4404.839355
	Iteration 30Q: 3 clusters Score -796891.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -796895.062500 Penalty: 4404.839355
	Iteration 31Q: 3 clusters Score -796895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -796895.437500 Penalty: 4404.839355
	Iteration 32Q: 3 clusters Score -796895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -796895.437500 Penalty: 4404.839355
	Iteration 33Q: 3 clusters Score -796895.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -796903.687500 Penalty: 4404.839355
	Iteration 34Q: 3 clusters Score -796903.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -796905.750000 Penalty: 4404.839355
	Iteration 35Q: 3 clusters Score -796905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -796907.875000 Penalty: 4404.839355
	Iteration 36Q: 3 clusters Score -796907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -796910.812500 Penalty: 4404.839355
	Iteration 37Q: 3 clusters Score -796910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -796912.812500 Penalty: 4404.839355
	Iteration 38Q: 3 clusters Score -796912.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -796916.500000 Penalty: 4404.839355
	Iteration 39Q: 3 clusters Score -796916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -796921.562500 Penalty: 4404.839355
	Iteration 40F: 3 clusters Score -796921.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -796923.562500 Penalty: 4404.839355
	Iteration 41Q: 3 clusters Score -796923.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -796929.250000 Penalty: 4404.839355
	Iteration 42Q: 3 clusters Score -796929.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -796936.625000 Penalty: 4404.839355
	Iteration 43Q: 3 clusters Score -796936.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -796940.812500 Penalty: 4404.839355
	Iteration 44Q: 3 clusters Score -796940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -796950.437500 Penalty: 4404.839355
	Iteration 45Q: 3 clusters Score -796950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -796957.750000 Penalty: 4404.839355
	Iteration 46Q: 3 clusters Score -796957.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -796964.937500 Penalty: 4404.839355
	Iteration 47Q: 3 clusters Score -796964.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -796968.687500 Penalty: 4404.839355
	Iteration 48Q: 3 clusters Score -796968.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -796970.812500 Penalty: 4404.839355
	Iteration 49Q: 3 clusters Score -796970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -796974.250000 Penalty: 4404.839355
	Iteration 50Q: 3 clusters Score -796974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -796974.750000 Penalty: 4404.839355
	Iteration 51Q: 3 clusters Score -796974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -796977.750000 Penalty: 4404.839355
	Iteration 52Q: 3 clusters Score -796977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -796980.500000 Penalty: 4404.839355
	Iteration 53Q: 3 clusters Score -796980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -796980.625000 Penalty: 4404.839355
	Iteration 54Q: 3 clusters Score -796980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -796985.250000 Penalty: 4404.839355
	Iteration 55Q: 3 clusters Score -796985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -796987.875000 Penalty: 4404.839355
	Iteration 56Q: 3 clusters Score -796987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -796987.562500 Penalty: 4404.839355
	Iteration 57Q: 3 clusters Score -796987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -796990.500000 Penalty: 4404.839355
	Iteration 58Q: 3 clusters Score -796990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -796992.812500 Penalty: 4404.839355
	Iteration 59Q: 3 clusters Score -796992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -796995.062500 Penalty: 4404.839355
	Iteration 60F: 3 clusters Score -796995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -796998.062500 Penalty: 4404.839355
	Iteration 61Q: 3 clusters Score -796998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -796998.375000 Penalty: 4404.839355
	Iteration 62Q: 3 clusters Score -796998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -796998.250000 Penalty: 4404.839355
	Iteration 63Q: 3 clusters Score -796998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -796999.750000 Penalty: 4404.839355
	Iteration 64Q: 3 clusters Score -796999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -796999.687500 Penalty: 4404.839355
	Iteration 65Q: 3 clusters Score -796999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -797002.187500 Penalty: 4404.839355
	Iteration 66Q: 3 clusters Score -797002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -797002.250000 Penalty: 4404.839355
	Iteration 67Q: 3 clusters Score -797002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -797008.000000 Penalty: 4404.839355
	Iteration 68Q: 3 clusters Score -797008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -797009.875000 Penalty: 4404.839355
	Iteration 69Q: 3 clusters Score -797009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -797012.875000 Penalty: 4404.839355
	Iteration 70Q: 3 clusters Score -797012.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -797015.312500 Penalty: 4404.839355
	Iteration 71Q: 3 clusters Score -797015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -797019.375000 Penalty: 4404.839355
	Iteration 72Q: 3 clusters Score -797019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -797018.250000 Penalty: 4404.839355
	Iteration 73Q: 3 clusters Score -797018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -797019.625000 Penalty: 4404.839355
	Iteration 74Q: 3 clusters Score -797019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -797020.750000 Penalty: 4404.839355
	Iteration 75Q: 3 clusters Score -797020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -797023.125000 Penalty: 4404.839355
	Iteration 76Q: 3 clusters Score -797023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -797024.437500 Penalty: 4404.839355
	Iteration 77Q: 3 clusters Score -797024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -797024.000000 Penalty: 4404.839355
	Iteration 78Q: 3 clusters Score -797024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -797024.000000 Penalty: 4404.839355
	Iteration 79Q: 3 clusters Score -797024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -797023.937500 Penalty: 4404.839355
	Iteration 80F: 3 clusters Score -797023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -797022.437500 Penalty: 4404.839355
	Iteration 81Q: 3 clusters Score -797022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -797022.437500 Penalty: 4404.839355
	Iteration 82F: 3 clusters Score -797022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112196 members 
Entering Unmasked Estep 
Score: -12690021.000000 Penalty: 2883.744629
	Iteration 0F: 2 clusters Score -1.269002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -12614999.000000 Penalty: 5767.489258
	Iteration 0F: 3 clusters Score -1.2615e+07 nChanged 53193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -12645296.000000 Penalty: 5767.489258
	Iteration 1F: 3 clusters Score -1.26453e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -12645962.000000 Penalty: 5767.489258
	Iteration 2Q: 3 clusters Score -1.264596e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -12646649.000000 Penalty: 5767.489258
	Iteration 3Q: 3 clusters Score -1.264665e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -12647410.000000 Penalty: 5767.489258
	Iteration 4Q: 3 clusters Score -1.264741e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -12648437.000000 Penalty: 5767.489258
	Iteration 5Q: 3 clusters Score -1.264844e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -12649598.000000 Penalty: 5767.489258
	Iteration 6Q: 3 clusters Score -1.26496e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -12651075.000000 Penalty: 5767.489258
	Iteration 7Q: 3 clusters Score -1.265108e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -12653092.000000 Penalty: 5767.489258
	Iteration 8Q: 3 clusters Score -1.265309e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -12655364.000000 Penalty: 5767.489258
	Iteration 9Q: 3 clusters Score -1.265536e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -12657772.000000 Penalty: 5767.489258
	Iteration 10Q: 3 clusters Score -1.265777e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -12660389.000000 Penalty: 5767.489258
	Iteration 11Q: 3 clusters Score -1.266039e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -12663551.000000 Penalty: 5767.489258
	Iteration 12Q: 3 clusters Score -1.266355e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -12667019.000000 Penalty: 5767.489258
	Iteration 13Q: 3 clusters Score -1.266702e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -12670830.000000 Penalty: 5767.489258
	Iteration 14Q: 3 clusters Score -1.267083e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -12674314.000000 Penalty: 5767.489258
	Iteration 15Q: 3 clusters Score -1.267431e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -12676822.000000 Penalty: 5767.489258
	Iteration 16Q: 3 clusters Score -1.267682e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -12678961.000000 Penalty: 5767.489258
	Iteration 17Q: 3 clusters Score -1.267896e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -12680782.000000 Penalty: 5767.489258
	Iteration 18Q: 3 clusters Score -1.268078e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -12682510.000000 Penalty: 5767.489258
	Iteration 19Q: 3 clusters Score -1.268251e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -12684170.000000 Penalty: 5767.489258
	Iteration 20F: 3 clusters Score -1.268417e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -12685601.000000 Penalty: 5767.489258
	Iteration 21Q: 3 clusters Score -1.26856e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -12686443.000000 Penalty: 5767.489258
	Iteration 22Q: 3 clusters Score -1.268644e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -12687083.000000 Penalty: 5767.489258
	Iteration 23Q: 3 clusters Score -1.268708e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -12687518.000000 Penalty: 5767.489258
	Iteration 24Q: 3 clusters Score -1.268752e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -12687795.000000 Penalty: 5767.489258
	Iteration 25Q: 3 clusters Score -1.26878e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -12687933.000000 Penalty: 5767.489258
	Iteration 26Q: 3 clusters Score -1.268793e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -12688048.000000 Penalty: 5767.489258
	Iteration 27Q: 3 clusters Score -1.268805e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -12688170.000000 Penalty: 5767.489258
	Iteration 28Q: 3 clusters Score -1.268817e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -12688246.000000 Penalty: 5767.489258
	Iteration 29Q: 3 clusters Score -1.268825e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -12688290.000000 Penalty: 5767.489258
	Iteration 30Q: 3 clusters Score -1.268829e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -12688341.000000 Penalty: 5767.489258
	Iteration 31Q: 3 clusters Score -1.268834e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -12688367.000000 Penalty: 5767.489258
	Iteration 32Q: 3 clusters Score -1.268837e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -12688382.000000 Penalty: 5767.489258
	Iteration 33Q: 3 clusters Score -1.268838e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -12688391.000000 Penalty: 5767.489258
	Iteration 34Q: 3 clusters Score -1.268839e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -12688425.000000 Penalty: 5767.489258
	Iteration 35Q: 3 clusters Score -1.268842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -12688443.000000 Penalty: 5767.489258
	Iteration 36Q: 3 clusters Score -1.268844e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -12688441.000000 Penalty: 5767.489258
	Iteration 37Q: 3 clusters Score -1.268844e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -12688424.000000 Penalty: 5767.489258
	Iteration 38Q: 3 clusters Score -1.268842e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -12688437.000000 Penalty: 5767.489258
	Iteration 39Q: 3 clusters Score -1.268844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108393 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -12688441.000000 Penalty: 5767.489258
	Iteration 40F: 3 clusters Score -1.268844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -12688454.000000 Penalty: 5767.489258
	Iteration 41Q: 3 clusters Score -1.268845e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -12688440.000000 Penalty: 5767.489258
	Iteration 42Q: 3 clusters Score -1.268844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -12688434.000000 Penalty: 5767.489258
	Iteration 43Q: 3 clusters Score -1.268843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -12688454.000000 Penalty: 5767.489258
	Iteration 44Q: 3 clusters Score -1.268845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -12688469.000000 Penalty: 5767.489258
	Iteration 45Q: 3 clusters Score -1.268847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -12688483.000000 Penalty: 5767.489258
	Iteration 46Q: 3 clusters Score -1.268848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108620 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -12688481.000000 Penalty: 5767.489258
	Iteration 47Q: 3 clusters Score -1.268848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108634 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -12688473.000000 Penalty: 5767.489258
	Iteration 48Q: 3 clusters Score -1.268847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -12688483.000000 Penalty: 5767.489258
	Iteration 49Q: 3 clusters Score -1.268848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -12688480.000000 Penalty: 5767.489258
	Iteration 50Q: 3 clusters Score -1.268848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -12688484.000000 Penalty: 5767.489258
	Iteration 51Q: 3 clusters Score -1.268848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -12688489.000000 Penalty: 5767.489258
	Iteration 52Q: 3 clusters Score -1.268849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -12688488.000000 Penalty: 5767.489258
	Iteration 53Q: 3 clusters Score -1.268849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -12688494.000000 Penalty: 5767.489258
	Iteration 54Q: 3 clusters Score -1.268849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12688494.000000 Penalty: 5767.489258
	Iteration 55Q: 3 clusters Score -1.268849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -12688489.000000 Penalty: 5767.489258
	Iteration 56Q: 3 clusters Score -1.268849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -12688494.000000 Penalty: 5767.489258
	Iteration 57Q: 3 clusters Score -1.268849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -12688490.000000 Penalty: 5767.489258
	Iteration 58Q: 3 clusters Score -1.268849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -12688499.000000 Penalty: 5767.489258
	Iteration 59Q: 3 clusters Score -1.26885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -12688495.000000 Penalty: 5767.489258
	Iteration 60F: 3 clusters Score -1.26885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12688497.000000 Penalty: 5767.489258
	Iteration 61Q: 3 clusters Score -1.26885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -12688497.000000 Penalty: 5767.489258
	Iteration 62Q: 3 clusters Score -1.26885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -12688499.000000 Penalty: 5767.489258
	Iteration 63Q: 3 clusters Score -1.26885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -12688494.000000 Penalty: 5767.489258
	Iteration 64Q: 3 clusters Score -1.268849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -12688492.000000 Penalty: 5767.489258
	Iteration 65Q: 3 clusters Score -1.268849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -12688490.000000 Penalty: 5767.489258
	Iteration 66Q: 3 clusters Score -1.268849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -12688495.000000 Penalty: 5767.489258
	Iteration 67Q: 3 clusters Score -1.26885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -12688483.000000 Penalty: 5767.489258
	Iteration 68Q: 3 clusters Score -1.268848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -12688488.000000 Penalty: 5767.489258
	Iteration 69Q: 3 clusters Score -1.268849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -12688490.000000 Penalty: 5767.489258
	Iteration 70Q: 3 clusters Score -1.268849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -12688489.000000 Penalty: 5767.489258
	Iteration 71Q: 3 clusters Score -1.268849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -12688485.000000 Penalty: 5767.489258
	Iteration 72Q: 3 clusters Score -1.268848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -12688483.000000 Penalty: 5767.489258
	Iteration 73Q: 3 clusters Score -1.268848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -12688482.000000 Penalty: 5767.489258
	Iteration 74Q: 3 clusters Score -1.268848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -12688482.000000 Penalty: 5767.489258
	Iteration 75F: 3 clusters Score -1.268848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -214164.812500 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -214164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211602.765625 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -211602.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212034.875000 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -212034.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212157.984375 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -212158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212235.937500 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -212235.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -212292.843750 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -212292.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212341.265625 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -212341.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212373.812500 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -212373.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212400.375000 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -212400.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212430.359375 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -212430.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212458.656250 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -212458.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212486.906250 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -212486.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212514.968750 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212533.328125 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212533.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212553.671875 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212568.312500 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212568.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -212580.109375 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212594.531250 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212594.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212613.437500 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -212631.718750 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212631.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -212655.687500 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212655.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -212685.234375 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212685.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212721.359375 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -212721.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -212744.015625 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -212744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -212755.406250 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -212755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -212761.406250 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -212761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -212766.218750 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -212766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212769.625000 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -212769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -212773.609375 Penalty: 3763.808594
	Iteration 27Q: 3 clusters Score -212773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -212778.234375 Penalty: 3763.808594
	Iteration 28Q: 3 clusters Score -212778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212781.031250 Penalty: 3763.808594
	Iteration 29Q: 3 clusters Score -212781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -212784.515625 Penalty: 3763.808594
	Iteration 30Q: 3 clusters Score -212784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -212786.812500 Penalty: 3763.808594
	Iteration 31Q: 3 clusters Score -212786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -212788.562500 Penalty: 3763.808594
	Iteration 32Q: 3 clusters Score -212788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -212792.078125 Penalty: 3763.808594
	Iteration 33Q: 3 clusters Score -212792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -212793.531250 Penalty: 3763.808594
	Iteration 34Q: 3 clusters Score -212793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -212794.109375 Penalty: 3763.808594
	Iteration 35Q: 3 clusters Score -212794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -212795.406250 Penalty: 3763.808594
	Iteration 36Q: 3 clusters Score -212795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -212797.500000 Penalty: 3763.808594
	Iteration 37Q: 3 clusters Score -212797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -212801.843750 Penalty: 3763.808594
	Iteration 38Q: 3 clusters Score -212801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -212804.890625 Penalty: 3763.808594
	Iteration 39Q: 3 clusters Score -212804.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -212804.890625 Penalty: 3763.808594
	Iteration 40F: 3 clusters Score -212804.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Entering Unmasked Estep 
Score: -13074056.000000 Penalty: 2891.058350
	Iteration 0F: 2 clusters Score -1.307406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -12996630.000000 Penalty: 5782.116699
	Iteration 0F: 3 clusters Score -1.299663e+07 nChanged 54872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -13028187.000000 Penalty: 5782.116699
	Iteration 1F: 3 clusters Score -1.302819e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -13029297.000000 Penalty: 5782.116699
	Iteration 2Q: 3 clusters Score -1.30293e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -13030486.000000 Penalty: 5782.116699
	Iteration 3Q: 3 clusters Score -1.303049e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -13032116.000000 Penalty: 5782.116699
	Iteration 4Q: 3 clusters Score -1.303212e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -13034206.000000 Penalty: 5782.116699
	Iteration 5Q: 3 clusters Score -1.303421e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -13037580.000000 Penalty: 5782.116699
	Iteration 6F: 3 clusters Score -1.303758e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -13042272.000000 Penalty: 5782.116699
	Iteration 7F: 3 clusters Score -1.304227e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -13048252.000000 Penalty: 5782.116699
	Iteration 8F: 3 clusters Score -1.304825e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -13053739.000000 Penalty: 5782.116699
	Iteration 9F: 3 clusters Score -1.305374e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -13057391.000000 Penalty: 5782.116699
	Iteration 10Q: 3 clusters Score -1.305739e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -13059526.000000 Penalty: 5782.116699
	Iteration 11Q: 3 clusters Score -1.305953e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -13060946.000000 Penalty: 5782.116699
	Iteration 12Q: 3 clusters Score -1.306095e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -13061915.000000 Penalty: 5782.116699
	Iteration 13Q: 3 clusters Score -1.306192e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -13062733.000000 Penalty: 5782.116699
	Iteration 14Q: 3 clusters Score -1.306273e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -13063535.000000 Penalty: 5782.116699
	Iteration 15Q: 3 clusters Score -1.306354e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -13064246.000000 Penalty: 5782.116699
	Iteration 16Q: 3 clusters Score -1.306425e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -13064998.000000 Penalty: 5782.116699
	Iteration 17Q: 3 clusters Score -1.3065e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -13065907.000000 Penalty: 5782.116699
	Iteration 18Q: 3 clusters Score -1.306591e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106048 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -13066707.000000 Penalty: 5782.116699
	Iteration 19Q: 3 clusters Score -1.306671e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -13067445.000000 Penalty: 5782.116699
	Iteration 20F: 3 clusters Score -1.306744e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -13068138.000000 Penalty: 5782.116699
	Iteration 21Q: 3 clusters Score -1.306814e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -13068753.000000 Penalty: 5782.116699
	Iteration 22Q: 3 clusters Score -1.306875e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -13069342.000000 Penalty: 5782.116699
	Iteration 23Q: 3 clusters Score -1.306934e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -13069776.000000 Penalty: 5782.116699
	Iteration 24Q: 3 clusters Score -1.306978e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13070134.000000 Penalty: 5782.116699
	Iteration 25Q: 3 clusters Score -1.307013e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13070455.000000 Penalty: 5782.116699
	Iteration 26Q: 3 clusters Score -1.307046e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113444 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -13070712.000000 Penalty: 5782.116699
	Iteration 27Q: 3 clusters Score -1.307071e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113785 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13070869.000000 Penalty: 5782.116699
	Iteration 28Q: 3 clusters Score -1.307087e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -13070970.000000 Penalty: 5782.116699
	Iteration 29Q: 3 clusters Score -1.307097e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114250 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13071088.000000 Penalty: 5782.116699
	Iteration 30Q: 3 clusters Score -1.307109e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13071191.000000 Penalty: 5782.116699
	Iteration 31Q: 3 clusters Score -1.307119e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114532 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13071299.000000 Penalty: 5782.116699
	Iteration 32Q: 3 clusters Score -1.30713e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114627 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13071348.000000 Penalty: 5782.116699
	Iteration 33Q: 3 clusters Score -1.307135e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13071393.000000 Penalty: 5782.116699
	Iteration 34Q: 3 clusters Score -1.307139e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114762 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13071420.000000 Penalty: 5782.116699
	Iteration 35Q: 3 clusters Score -1.307142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114802 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13071436.000000 Penalty: 5782.116699
	Iteration 36Q: 3 clusters Score -1.307144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13071465.000000 Penalty: 5782.116699
	Iteration 37Q: 3 clusters Score -1.307146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114863 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13071506.000000 Penalty: 5782.116699
	Iteration 38Q: 3 clusters Score -1.307151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114886 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13071541.000000 Penalty: 5782.116699
	Iteration 39Q: 3 clusters Score -1.307154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114909 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13071544.000000 Penalty: 5782.116699
	Iteration 40F: 3 clusters Score -1.307154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114923 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13071554.000000 Penalty: 5782.116699
	Iteration 41Q: 3 clusters Score -1.307155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13071548.000000 Penalty: 5782.116699
	Iteration 42Q: 3 clusters Score -1.307155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13071560.000000 Penalty: 5782.116699
	Iteration 43Q: 3 clusters Score -1.307156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114953 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13071570.000000 Penalty: 5782.116699
	Iteration 44Q: 3 clusters Score -1.307157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13071584.000000 Penalty: 5782.116699
	Iteration 45Q: 3 clusters Score -1.307158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13071569.000000 Penalty: 5782.116699
	Iteration 46Q: 3 clusters Score -1.307157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13071581.000000 Penalty: 5782.116699
	Iteration 47Q: 3 clusters Score -1.307158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13071576.000000 Penalty: 5782.116699
	Iteration 48Q: 3 clusters Score -1.307158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114975 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13071577.000000 Penalty: 5782.116699
	Iteration 49Q: 3 clusters Score -1.307158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13071576.000000 Penalty: 5782.116699
	Iteration 50Q: 3 clusters Score -1.307158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13071576.000000 Penalty: 5782.116699
	Iteration 51F: 3 clusters Score -1.307158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Entering Unmasked Estep 
Score: -5526901.500000 Penalty: 2676.103760
	Iteration 0F: 2 clusters Score -5526902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5494244.500000 Penalty: 5352.207520
	Iteration 0F: 3 clusters Score -5494244 nChanged 22334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5506546.000000 Penalty: 5352.207520
	Iteration 1F: 3 clusters Score -5506546 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5507291.500000 Penalty: 5352.207520
	Iteration 2Q: 3 clusters Score -5507292 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5508089.000000 Penalty: 5352.207520
	Iteration 3Q: 3 clusters Score -5508089 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5509057.500000 Penalty: 5352.207520
	Iteration 4Q: 3 clusters Score -5509058 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -5510279.500000 Penalty: 5352.207520
	Iteration 5Q: 3 clusters Score -5510280 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5511876.000000 Penalty: 5352.207520
	Iteration 6F: 3 clusters Score -5511876 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -5513971.500000 Penalty: 5352.207520
	Iteration 7F: 3 clusters Score -5513972 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -5516299.500000 Penalty: 5352.207520
	Iteration 8F: 3 clusters Score -5516300 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -5518524.000000 Penalty: 5352.207520
	Iteration 9F: 3 clusters Score -5518524 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5520163.000000 Penalty: 5352.207520
	Iteration 10F: 3 clusters Score -5520163 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5521011.500000 Penalty: 5352.207520
	Iteration 11Q: 3 clusters Score -5521012 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -5521468.000000 Penalty: 5352.207520
	Iteration 12Q: 3 clusters Score -5521468 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5521682 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5521856 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5521930 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5522030 nChanged 396
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Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5522094 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5522188 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5522239 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5522290 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5522377 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5522461 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5522536 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5522576 nChanged 329
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Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5522652 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5522708 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5522742 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5522788 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5522834 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5522894 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5522952 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5523006 nChanged 330
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5523070 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -5523141.500000 Penalty: 5352.207520
	Iteration 34Q: 3 clusters Score -5523142 nChanged 322
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Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5523193 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5523250 nChanged 326
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Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5523271 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5523343 nChanged 321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5523389 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5523446 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5523496 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5523546 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5523556 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5523585 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5523626 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5523656 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5523683 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5523718 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5523750 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5523810 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5523826 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5523846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -5523851.500000 Penalty: 5352.207520
	Iteration 53Q: 3 clusters Score -5523852 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5523886 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -5523920.000000 Penalty: 5352.207520
	Iteration 55Q: 3 clusters Score -5523920 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5523943 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5523956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5523978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5524007.500000 Penalty: 5352.207520
	Iteration 59Q: 3 clusters Score -5524008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -5524013.500000 Penalty: 5352.207520
	Iteration 60F: 3 clusters Score -5524014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5524025.000000 Penalty: 5352.207520
	Iteration 61Q: 3 clusters Score -5524025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -5524026.000000 Penalty: 5352.207520
	Iteration 62Q: 3 clusters Score -5524026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5524034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5524034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -5524041.000000 Penalty: 5352.207520
	Iteration 65Q: 3 clusters Score -5524041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -5524039.500000 Penalty: 5352.207520
	Iteration 66Q: 3 clusters Score -5524040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5524048.500000 Penalty: 5352.207520
	Iteration 67Q: 3 clusters Score -5524048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5524059.000000 Penalty: 5352.207520
	Iteration 68Q: 3 clusters Score -5524059 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5524048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5524050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5524050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5524043.500000 Penalty: 5352.207520
	Iteration 72Q: 3 clusters Score -5524044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5524049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5524050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5524057.000000 Penalty: 5352.207520
	Iteration 75Q: 3 clusters Score -5524057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5524067.500000 Penalty: 5352.207520
	Iteration 76Q: 3 clusters Score -5524068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5524060.000000 Penalty: 5352.207520
	Iteration 77Q: 3 clusters Score -5524060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5524071.500000 Penalty: 5352.207520
	Iteration 78Q: 3 clusters Score -5524072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -5524075.000000 Penalty: 5352.207520
	Iteration 79Q: 3 clusters Score -5524075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5524073.500000 Penalty: 5352.207520
	Iteration 80F: 3 clusters Score -5524074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5524074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5524076 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5524065.500000 Penalty: 5352.207520
	Iteration 83Q: 3 clusters Score -5524066 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5524066 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5524061.500000 Penalty: 5352.207520
	Iteration 85Q: 3 clusters Score -5524062 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5524074.500000 Penalty: 5352.207520
	Iteration 86Q: 3 clusters Score -5524074 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5524068 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5524078.000000 Penalty: 5352.207520
	Iteration 88Q: 3 clusters Score -5524078 nChanged 39
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Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5524076 nChanged 32
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Mstep: Class 1 contains 10118 members 
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Entering Unmasked Estep 
Score: -5524079.500000 Penalty: 5352.207520
	Iteration 90Q: 3 clusters Score -5524080 nChanged 28
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Mstep: Class 1 contains 10092 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5524090 nChanged 28
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Mstep: Class 1 contains 10066 members 
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	Iteration 92Q: 3 clusters Score -5524092 nChanged 21
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Mstep: Class 1 contains 10045 members 
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	Iteration 93Q: 3 clusters Score -5524086 nChanged 19
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Mstep: Class 1 contains 10026 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5524090 nChanged 24
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Mstep: Class 1 contains 10002 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5524088 nChanged 23
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Mstep: Class 1 contains 9979 members 
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	Iteration 96Q: 3 clusters Score -5524088 nChanged 21
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5524090 nChanged 20
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Mstep: Class 1 contains 9938 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5524080 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5524080 nChanged 20
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Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5524087 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5524087 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5524097.000000 Penalty: 5352.207520
	Iteration 102Q: 3 clusters Score -5524097 nChanged 31
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Mstep: Class 1 contains 9817 members 
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Entering Unmasked Estep 
Score: -5524098.500000 Penalty: 5352.207520
	Iteration 103Q: 3 clusters Score -5524098 nChanged 28
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Mstep: Class 1 contains 9791 members 
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Entering Unmasked Estep 
Score: -5524105.000000 Penalty: 5352.207520
	Iteration 104Q: 3 clusters Score -5524105 nChanged 30
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Mstep: Class 1 contains 9763 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5524102 nChanged 27
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Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5524103.000000 Penalty: 5352.207520
	Iteration 106Q: 3 clusters Score -5524103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -5524121.500000 Penalty: 5352.207520
	Iteration 107Q: 3 clusters Score -5524122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5524123.500000 Penalty: 5352.207520
	Iteration 108Q: 3 clusters Score -5524124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -5524121.000000 Penalty: 5352.207520
	Iteration 109Q: 3 clusters Score -5524121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5524129.500000 Penalty: 5352.207520
	Iteration 110Q: 3 clusters Score -5524130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5524122.000000 Penalty: 5352.207520
	Iteration 111Q: 3 clusters Score -5524122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5524126.000000 Penalty: 5352.207520
	Iteration 112Q: 3 clusters Score -5524126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5524128.500000 Penalty: 5352.207520
	Iteration 113Q: 3 clusters Score -5524128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -5524128.000000 Penalty: 5352.207520
	Iteration 114Q: 3 clusters Score -5524128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5524128.500000 Penalty: 5352.207520
	Iteration 115Q: 3 clusters Score -5524128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5524120.500000 Penalty: 5352.207520
	Iteration 116Q: 3 clusters Score -5524120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5524116.000000 Penalty: 5352.207520
	Iteration 117Q: 3 clusters Score -5524116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5524124.500000 Penalty: 5352.207520
	Iteration 118Q: 3 clusters Score -5524124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5524124.500000 Penalty: 5352.207520
	Iteration 119Q: 3 clusters Score -5524124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5524115.500000 Penalty: 5352.207520
	Iteration 120F: 3 clusters Score -5524116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5524115.000000 Penalty: 5352.207520
	Iteration 121Q: 3 clusters Score -5524115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5524117.000000 Penalty: 5352.207520
	Iteration 122Q: 3 clusters Score -5524117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -5524117.000000 Penalty: 5352.207520
	Iteration 123Q: 3 clusters Score -5524117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5524114.500000 Penalty: 5352.207520
	Iteration 124Q: 3 clusters Score -5524114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5524114.500000 Penalty: 5352.207520
	Iteration 125Q: 3 clusters Score -5524114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5524111.500000 Penalty: 5352.207520
	Iteration 126Q: 3 clusters Score -5524112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5524108.500000 Penalty: 5352.207520
	Iteration 127Q: 3 clusters Score -5524108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5524109.500000 Penalty: 5352.207520
	Iteration 128Q: 3 clusters Score -5524110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5524108.000000 Penalty: 5352.207520
	Iteration 129Q: 3 clusters Score -5524108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5524110.000000 Penalty: 5352.207520
	Iteration 130Q: 3 clusters Score -5524110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5524110.000000 Penalty: 5352.207520
	Iteration 131Q: 3 clusters Score -5524110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -5524105.000000 Penalty: 5352.207520
	Iteration 132Q: 3 clusters Score -5524105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -5524105.000000 Penalty: 5352.207520
	Iteration 133Q: 3 clusters Score -5524105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5524108.500000 Penalty: 5352.207520
	Iteration 134Q: 3 clusters Score -5524108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -5524114.000000 Penalty: 5352.207520
	Iteration 135Q: 3 clusters Score -5524114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5524116.500000 Penalty: 5352.207520
	Iteration 136Q: 3 clusters Score -5524116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5524115.000000 Penalty: 5352.207520
	Iteration 137Q: 3 clusters Score -5524115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5524115.000000 Penalty: 5352.207520
	Iteration 138Q: 3 clusters Score -5524115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5524117.000000 Penalty: 5352.207520
	Iteration 139Q: 3 clusters Score -5524117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5524117.000000 Penalty: 5352.207520
	Iteration 140F: 3 clusters Score -5524117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Entering Unmasked Estep 
Score: -1599066.625000 Penalty: 2376.175293
	Iteration 0F: 2 clusters Score -1599067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1588508.500000 Penalty: 4752.350586
	Iteration 0F: 3 clusters Score -1588508 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1591985.000000 Penalty: 4752.350586
	Iteration 1F: 3 clusters Score -1591985 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1592784.500000 Penalty: 4752.350586
	Iteration 2F: 3 clusters Score -1592784 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1593760.375000 Penalty: 4752.350586
	Iteration 3F: 3 clusters Score -1593760 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1594616.500000 Penalty: 4752.350586
	Iteration 4F: 3 clusters Score -1594616 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1595213.000000 Penalty: 4752.350586
	Iteration 5F: 3 clusters Score -1595213 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1595577.625000 Penalty: 4752.350586
	Iteration 6F: 3 clusters Score -1595578 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1595806.125000 Penalty: 4752.350586
	Iteration 7Q: 3 clusters Score -1595806 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1595986.875000 Penalty: 4752.350586
	Iteration 8Q: 3 clusters Score -1595987 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1596120.125000 Penalty: 4752.350586
	Iteration 9Q: 3 clusters Score -1596120 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1596211.250000 Penalty: 4752.350586
	Iteration 10Q: 3 clusters Score -1596211 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1596281.375000 Penalty: 4752.350586
	Iteration 11Q: 3 clusters Score -1596281 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1596343.000000 Penalty: 4752.350586
	Iteration 12Q: 3 clusters Score -1596343 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1596391.000000 Penalty: 4752.350586
	Iteration 13Q: 3 clusters Score -1596391 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1596433.500000 Penalty: 4752.350586
	Iteration 14Q: 3 clusters Score -1596434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1596469.125000 Penalty: 4752.350586
	Iteration 15Q: 3 clusters Score -1596469 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1596495.500000 Penalty: 4752.350586
	Iteration 16Q: 3 clusters Score -1596496 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1596523.250000 Penalty: 4752.350586
	Iteration 17Q: 3 clusters Score -1596523 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1596552.000000 Penalty: 4752.350586
	Iteration 18Q: 3 clusters Score -1596552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1596581.750000 Penalty: 4752.350586
	Iteration 19Q: 3 clusters Score -1596582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1596610.625000 Penalty: 4752.350586
	Iteration 20F: 3 clusters Score -1596611 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1596644.250000 Penalty: 4752.350586
	Iteration 21Q: 3 clusters Score -1596644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1596672.500000 Penalty: 4752.350586
	Iteration 22Q: 3 clusters Score -1596672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1596698.250000 Penalty: 4752.350586
	Iteration 23Q: 3 clusters Score -1596698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1596727.875000 Penalty: 4752.350586
	Iteration 24Q: 3 clusters Score -1596728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1596752.125000 Penalty: 4752.350586
	Iteration 25Q: 3 clusters Score -1596752 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1596779.125000 Penalty: 4752.350586
	Iteration 26Q: 3 clusters Score -1596779 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1596801.875000 Penalty: 4752.350586
	Iteration 27Q: 3 clusters Score -1596802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1596820.375000 Penalty: 4752.350586
	Iteration 28Q: 3 clusters Score -1596820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1596841.000000 Penalty: 4752.350586
	Iteration 29Q: 3 clusters Score -1596841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1596857.750000 Penalty: 4752.350586
	Iteration 30Q: 3 clusters Score -1596858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1596881.625000 Penalty: 4752.350586
	Iteration 31Q: 3 clusters Score -1596882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1596889.500000 Penalty: 4752.350586
	Iteration 32Q: 3 clusters Score -1596890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1596904.750000 Penalty: 4752.350586
	Iteration 33Q: 3 clusters Score -1596905 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1596917.250000 Penalty: 4752.350586
	Iteration 34Q: 3 clusters Score -1596917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1596931.250000 Penalty: 4752.350586
	Iteration 35Q: 3 clusters Score -1596931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1596938.750000 Penalty: 4752.350586
	Iteration 36Q: 3 clusters Score -1596939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1596951.500000 Penalty: 4752.350586
	Iteration 37Q: 3 clusters Score -1596952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1596963.500000 Penalty: 4752.350586
	Iteration 38Q: 3 clusters Score -1596964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1596977.000000 Penalty: 4752.350586
	Iteration 39Q: 3 clusters Score -1596977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1596991.000000 Penalty: 4752.350586
	Iteration 40F: 3 clusters Score -1596991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1597005.250000 Penalty: 4752.350586
	Iteration 41Q: 3 clusters Score -1597005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1597017.000000 Penalty: 4752.350586
	Iteration 42Q: 3 clusters Score -1597017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1597026.250000 Penalty: 4752.350586
	Iteration 43Q: 3 clusters Score -1597026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1597035.250000 Penalty: 4752.350586
	Iteration 44Q: 3 clusters Score -1597035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1597048.250000 Penalty: 4752.350586
	Iteration 45Q: 3 clusters Score -1597048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1597056.375000 Penalty: 4752.350586
	Iteration 46Q: 3 clusters Score -1597056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1597065.625000 Penalty: 4752.350586
	Iteration 47Q: 3 clusters Score -1597066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1597079.000000 Penalty: 4752.350586
	Iteration 48Q: 3 clusters Score -1597079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1597090.625000 Penalty: 4752.350586
	Iteration 49Q: 3 clusters Score -1597091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1597103.250000 Penalty: 4752.350586
	Iteration 50Q: 3 clusters Score -1597103 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1597117.875000 Penalty: 4752.350586
	Iteration 51Q: 3 clusters Score -1597118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1597127.125000 Penalty: 4752.350586
	Iteration 52Q: 3 clusters Score -1597127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1597138.375000 Penalty: 4752.350586
	Iteration 53Q: 3 clusters Score -1597138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1597149.250000 Penalty: 4752.350586
	Iteration 54Q: 3 clusters Score -1597149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1597162.500000 Penalty: 4752.350586
	Iteration 55Q: 3 clusters Score -1597162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1597175.000000 Penalty: 4752.350586
	Iteration 56Q: 3 clusters Score -1597175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1597195.250000 Penalty: 4752.350586
	Iteration 57Q: 3 clusters Score -1597195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1597211.625000 Penalty: 4752.350586
	Iteration 58Q: 3 clusters Score -1597212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1597235.750000 Penalty: 4752.350586
	Iteration 59Q: 3 clusters Score -1597236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1597247.375000 Penalty: 4752.350586
	Iteration 60F: 3 clusters Score -1597247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1597281.750000 Penalty: 4752.350586
	Iteration 61Q: 3 clusters Score -1597282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1597302.750000 Penalty: 4752.350586
	Iteration 62Q: 3 clusters Score -1597303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1597333.375000 Penalty: 4752.350586
	Iteration 63Q: 3 clusters Score -1597333 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1597371.500000 Penalty: 4752.350586
	Iteration 64Q: 3 clusters Score -1597372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1597408.875000 Penalty: 4752.350586
	Iteration 65Q: 3 clusters Score -1597409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1597443.000000 Penalty: 4752.350586
	Iteration 66Q: 3 clusters Score -1597443 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1597481.500000 Penalty: 4752.350586
	Iteration 67Q: 3 clusters Score -1597482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1597518.875000 Penalty: 4752.350586
	Iteration 68Q: 3 clusters Score -1597519 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1597560.250000 Penalty: 4752.350586
	Iteration 69Q: 3 clusters Score -1597560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1597593.625000 Penalty: 4752.350586
	Iteration 70Q: 3 clusters Score -1597594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1597637.625000 Penalty: 4752.350586
	Iteration 71Q: 3 clusters Score -1597638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1597672.375000 Penalty: 4752.350586
	Iteration 72Q: 3 clusters Score -1597672 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1597728.375000 Penalty: 4752.350586
	Iteration 73Q: 3 clusters Score -1597728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1597788.375000 Penalty: 4752.350586
	Iteration 74Q: 3 clusters Score -1597788 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1597841.000000 Penalty: 4752.350586
	Iteration 75Q: 3 clusters Score -1597841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1597895.250000 Penalty: 4752.350586
	Iteration 76Q: 3 clusters Score -1597895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1597955.375000 Penalty: 4752.350586
	Iteration 77Q: 3 clusters Score -1597955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1598008.750000 Penalty: 4752.350586
	Iteration 78Q: 3 clusters Score -1598009 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1598064.625000 Penalty: 4752.350586
	Iteration 79Q: 3 clusters Score -1598065 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1598119.250000 Penalty: 4752.350586
	Iteration 80F: 3 clusters Score -1598119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1598164.750000 Penalty: 4752.350586
	Iteration 81Q: 3 clusters Score -1598165 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1598217.375000 Penalty: 4752.350586
	Iteration 82Q: 3 clusters Score -1598217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1598275.250000 Penalty: 4752.350586
	Iteration 83Q: 3 clusters Score -1598275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1598333.875000 Penalty: 4752.350586
	Iteration 84Q: 3 clusters Score -1598334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1598379.125000 Penalty: 4752.350586
	Iteration 85Q: 3 clusters Score -1598379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1598403.125000 Penalty: 4752.350586
	Iteration 86Q: 3 clusters Score -1598403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1598425.750000 Penalty: 4752.350586
	Iteration 87Q: 3 clusters Score -1598426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1598432.500000 Penalty: 4752.350586
	Iteration 88Q: 3 clusters Score -1598432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1598448.250000 Penalty: 4752.350586
	Iteration 89Q: 3 clusters Score -1598448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1598450.500000 Penalty: 4752.350586
	Iteration 90Q: 3 clusters Score -1598450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1598450.000000 Penalty: 4752.350586
	Iteration 91Q: 3 clusters Score -1598450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1598454.500000 Penalty: 4752.350586
	Iteration 92Q: 3 clusters Score -1598454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1598461.875000 Penalty: 4752.350586
	Iteration 93Q: 3 clusters Score -1598462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1598465.125000 Penalty: 4752.350586
	Iteration 94Q: 3 clusters Score -1598465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1598465.125000 Penalty: 4752.350586
	Iteration 95Q: 3 clusters Score -1598465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1598466.500000 Penalty: 4752.350586
	Iteration 96Q: 3 clusters Score -1598466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1598466.500000 Penalty: 4752.350586
	Iteration 97F: 3 clusters Score -1598466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -204667.937500 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -204667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202066.875000 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -202066.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -205274.671875 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -205274.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -208600.968750 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -208601 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -211682.859375 Penalty: 3883.693848
	Iteration 3F: 3 clusters Score -211682.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -212885.484375 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -212885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -213012.734375 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -213012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -213094.203125 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -213094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -213120.093750 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -213120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -213121.921875 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -213121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -213123.875000 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -213123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -213125.453125 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -213125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -213126.343750 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -213126.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -213142.984375 Penalty: 3883.693848
	Iteration 12F: 3 clusters Score -213143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -213173.187500 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -213173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -213183.671875 Penalty: 3883.693848
	Iteration 14F: 3 clusters Score -213183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -213200.640625 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -213200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -213200.640625 Penalty: 3883.693848
	Iteration 16F: 3 clusters Score -213200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 30605 members 
Mstep: Class 22 contains 342660 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Entering Unmasked Estep 
Score: -110887592.000000 Penalty: 120031.039062
Splitting cluster 16 changes total score from -110870880.000000 to -110887592.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (40724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Entering Unmasked Estep 
Score: -4616268.000000 Penalty: 2632.414062
	Iteration 0F: 2 clusters Score -4616268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4588866.000000 Penalty: 5264.828125
	Iteration 0F: 3 clusters Score -4588866 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4599491.500000 Penalty: 5264.828125
	Iteration 1F: 3 clusters Score -4599492 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4600589.000000 Penalty: 5264.828125
	Iteration 2F: 3 clusters Score -4600589 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4601878.500000 Penalty: 5264.828125
	Iteration 3F: 3 clusters Score -4601878 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4603395.500000 Penalty: 5264.828125
	Iteration 4F: 3 clusters Score -4603396 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4605017.000000 Penalty: 5264.828125
	Iteration 5F: 3 clusters Score -4605017 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4606637.500000 Penalty: 5264.828125
	Iteration 6F: 3 clusters Score -4606638 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4607889.000000 Penalty: 5264.828125
	Iteration 7F: 3 clusters Score -4607889 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4608879.000000 Penalty: 5264.828125
	Iteration 8Q: 3 clusters Score -4608879 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4609623.500000 Penalty: 5264.828125
	Iteration 9Q: 3 clusters Score -4609624 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4610217.500000 Penalty: 5264.828125
	Iteration 10Q: 3 clusters Score -4610218 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4610707.500000 Penalty: 5264.828125
	Iteration 11Q: 3 clusters Score -4610708 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4611122.500000 Penalty: 5264.828125
	Iteration 12Q: 3 clusters Score -4611122 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4611585.500000 Penalty: 5264.828125
	Iteration 13Q: 3 clusters Score -4611586 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4612026.500000 Penalty: 5264.828125
	Iteration 14Q: 3 clusters Score -4612026 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4612464.000000 Penalty: 5264.828125
	Iteration 15Q: 3 clusters Score -4612464 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4612834.500000 Penalty: 5264.828125
	Iteration 16Q: 3 clusters Score -4612834 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4613204.500000 Penalty: 5264.828125
	Iteration 17Q: 3 clusters Score -4613204 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4613538.500000 Penalty: 5264.828125
	Iteration 18Q: 3 clusters Score -4613538 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4613854.500000 Penalty: 5264.828125
	Iteration 19Q: 3 clusters Score -4613854 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4614126.000000 Penalty: 5264.828125
	Iteration 20F: 3 clusters Score -4614126 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4614331.000000 Penalty: 5264.828125
	Iteration 21Q: 3 clusters Score -4614331 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4614506.000000 Penalty: 5264.828125
	Iteration 22Q: 3 clusters Score -4614506 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -4614676.500000 Penalty: 5264.828125
	Iteration 23Q: 3 clusters Score -4614676 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -4614854.500000 Penalty: 5264.828125
	Iteration 24Q: 3 clusters Score -4614854 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4615000.500000 Penalty: 5264.828125
	Iteration 25Q: 3 clusters Score -4615000 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4615062.500000 Penalty: 5264.828125
	Iteration 26Q: 3 clusters Score -4615062 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4615126.000000 Penalty: 5264.828125
	Iteration 27Q: 3 clusters Score -4615126 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4615178.000000 Penalty: 5264.828125
	Iteration 28Q: 3 clusters Score -4615178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4615218.500000 Penalty: 5264.828125
	Iteration 29Q: 3 clusters Score -4615218 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4615238.000000 Penalty: 5264.828125
	Iteration 30Q: 3 clusters Score -4615238 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4615267.500000 Penalty: 5264.828125
	Iteration 31Q: 3 clusters Score -4615268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4615283.000000 Penalty: 5264.828125
	Iteration 32Q: 3 clusters Score -4615283 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4615282.000000 Penalty: 5264.828125
	Iteration 33Q: 3 clusters Score -4615282 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -4615294.000000 Penalty: 5264.828125
	Iteration 34Q: 3 clusters Score -4615294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -4615316.500000 Penalty: 5264.828125
	Iteration 35Q: 3 clusters Score -4615316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4615318.500000 Penalty: 5264.828125
	Iteration 36Q: 3 clusters Score -4615318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -4615335.000000 Penalty: 5264.828125
	Iteration 37Q: 3 clusters Score -4615335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4615336.000000 Penalty: 5264.828125
	Iteration 38Q: 3 clusters Score -4615336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4615355.000000 Penalty: 5264.828125
	Iteration 39Q: 3 clusters Score -4615355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4615352.000000 Penalty: 5264.828125
	Iteration 40F: 3 clusters Score -4615352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4615360.000000 Penalty: 5264.828125
	Iteration 41Q: 3 clusters Score -4615360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4615359.500000 Penalty: 5264.828125
	Iteration 42Q: 3 clusters Score -4615360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4615352.500000 Penalty: 5264.828125
	Iteration 43Q: 3 clusters Score -4615352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4615361.500000 Penalty: 5264.828125
	Iteration 44Q: 3 clusters Score -4615362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4615361.500000 Penalty: 5264.828125
	Iteration 45Q: 3 clusters Score -4615362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4615375.000000 Penalty: 5264.828125
	Iteration 46Q: 3 clusters Score -4615375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4615375.000000 Penalty: 5264.828125
	Iteration 47Q: 3 clusters Score -4615375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4615374.000000 Penalty: 5264.828125
	Iteration 48Q: 3 clusters Score -4615374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4615375.000000 Penalty: 5264.828125
	Iteration 49Q: 3 clusters Score -4615375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4615378.500000 Penalty: 5264.828125
	Iteration 50Q: 3 clusters Score -4615378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4615381.000000 Penalty: 5264.828125
	Iteration 51Q: 3 clusters Score -4615381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -4615375.000000 Penalty: 5264.828125
	Iteration 52Q: 3 clusters Score -4615375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -4615376.000000 Penalty: 5264.828125
	Iteration 53Q: 3 clusters Score -4615376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4615375.000000 Penalty: 5264.828125
	Iteration 54Q: 3 clusters Score -4615375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4615376.500000 Penalty: 5264.828125
	Iteration 55Q: 3 clusters Score -4615376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4615378.000000 Penalty: 5264.828125
	Iteration 56Q: 3 clusters Score -4615378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -4615383.500000 Penalty: 5264.828125
	Iteration 57Q: 3 clusters Score -4615384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4615387.500000 Penalty: 5264.828125
	Iteration 58Q: 3 clusters Score -4615388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4615388.000000 Penalty: 5264.828125
	Iteration 59Q: 3 clusters Score -4615388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4615383.000000 Penalty: 5264.828125
	Iteration 60F: 3 clusters Score -4615383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Entering Unmasked Estep 
Score: -8190042.500000 Penalty: 2778.394043
	Iteration 0F: 2 clusters Score -8190042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -8140825.500000 Penalty: 5556.788086
	Iteration 0F: 3 clusters Score -8140826 nChanged 34447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -8160195.500000 Penalty: 5556.788086
	Iteration 1F: 3 clusters Score -8160196 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -8160905.000000 Penalty: 5556.788086
	Iteration 2Q: 3 clusters Score -8160905 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -8161798.500000 Penalty: 5556.788086
	Iteration 3Q: 3 clusters Score -8161798 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -8162882.000000 Penalty: 5556.788086
	Iteration 4Q: 3 clusters Score -8162882 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -8164460.000000 Penalty: 5556.788086
	Iteration 5Q: 3 clusters Score -8164460 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -8166647.000000 Penalty: 5556.788086
	Iteration 6Q: 3 clusters Score -8166647 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -8169748.000000 Penalty: 5556.788086
	Iteration 7F: 3 clusters Score -8169748 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -8173133.000000 Penalty: 5556.788086
	Iteration 8F: 3 clusters Score -8173133 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -8176252.000000 Penalty: 5556.788086
	Iteration 9F: 3 clusters Score -8176252 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -8178961.500000 Penalty: 5556.788086
	Iteration 10F: 3 clusters Score -8178962 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -8181162.500000 Penalty: 5556.788086
	Iteration 11Q: 3 clusters Score -8181162 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -8182684.500000 Penalty: 5556.788086
	Iteration 12Q: 3 clusters Score -8182684 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -8183820.000000 Penalty: 5556.788086
	Iteration 13Q: 3 clusters Score -8183820 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -8184671.000000 Penalty: 5556.788086
	Iteration 14Q: 3 clusters Score -8184671 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8185307.500000 Penalty: 5556.788086
	Iteration 15Q: 3 clusters Score -8185308 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -8185775.000000 Penalty: 5556.788086
	Iteration 16Q: 3 clusters Score -8185775 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8186129.500000 Penalty: 5556.788086
	Iteration 17Q: 3 clusters Score -8186130 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8186391.000000 Penalty: 5556.788086
	Iteration 18Q: 3 clusters Score -8186391 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8186624.500000 Penalty: 5556.788086
	Iteration 19Q: 3 clusters Score -8186624 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8186788.500000 Penalty: 5556.788086
	Iteration 20F: 3 clusters Score -8186788 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -8186954.500000 Penalty: 5556.788086
	Iteration 21Q: 3 clusters Score -8186954 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8187065.500000 Penalty: 5556.788086
	Iteration 22Q: 3 clusters Score -8187066 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -8187125.500000 Penalty: 5556.788086
	Iteration 23Q: 3 clusters Score -8187126 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8187202.500000 Penalty: 5556.788086
	Iteration 24Q: 3 clusters Score -8187202 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8187241.500000 Penalty: 5556.788086
	Iteration 25Q: 3 clusters Score -8187242 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8187280.500000 Penalty: 5556.788086
	Iteration 26Q: 3 clusters Score -8187280 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8187363.000000 Penalty: 5556.788086
	Iteration 27Q: 3 clusters Score -8187363 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8187397.000000 Penalty: 5556.788086
	Iteration 28Q: 3 clusters Score -8187397 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8187431.500000 Penalty: 5556.788086
	Iteration 29Q: 3 clusters Score -8187432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8187457.000000 Penalty: 5556.788086
	Iteration 30Q: 3 clusters Score -8187457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8187485.500000 Penalty: 5556.788086
	Iteration 31Q: 3 clusters Score -8187486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8187504.500000 Penalty: 5556.788086
	Iteration 32Q: 3 clusters Score -8187504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8187517.500000 Penalty: 5556.788086
	Iteration 33Q: 3 clusters Score -8187518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8187533.500000 Penalty: 5556.788086
	Iteration 34Q: 3 clusters Score -8187534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8187551.500000 Penalty: 5556.788086
	Iteration 35Q: 3 clusters Score -8187552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8187571.000000 Penalty: 5556.788086
	Iteration 36Q: 3 clusters Score -8187571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8187595.000000 Penalty: 5556.788086
	Iteration 37Q: 3 clusters Score -8187595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8187624.000000 Penalty: 5556.788086
	Iteration 38Q: 3 clusters Score -8187624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8187620.000000 Penalty: 5556.788086
	Iteration 39Q: 3 clusters Score -8187620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8187649.500000 Penalty: 5556.788086
	Iteration 40F: 3 clusters Score -8187650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8187662.000000 Penalty: 5556.788086
	Iteration 41Q: 3 clusters Score -8187662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8187666.000000 Penalty: 5556.788086
	Iteration 42Q: 3 clusters Score -8187666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8187678.500000 Penalty: 5556.788086
	Iteration 43Q: 3 clusters Score -8187678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8187698.000000 Penalty: 5556.788086
	Iteration 44Q: 3 clusters Score -8187698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8187697.000000 Penalty: 5556.788086
	Iteration 45Q: 3 clusters Score -8187697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8187705.500000 Penalty: 5556.788086
	Iteration 46Q: 3 clusters Score -8187706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8187712.500000 Penalty: 5556.788086
	Iteration 47Q: 3 clusters Score -8187712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8187714.500000 Penalty: 5556.788086
	Iteration 48Q: 3 clusters Score -8187714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8187725.000000 Penalty: 5556.788086
	Iteration 49Q: 3 clusters Score -8187725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8187720.000000 Penalty: 5556.788086
	Iteration 50Q: 3 clusters Score -8187720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8187723.500000 Penalty: 5556.788086
	Iteration 51Q: 3 clusters Score -8187724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8187730.000000 Penalty: 5556.788086
	Iteration 52Q: 3 clusters Score -8187730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8187745.000000 Penalty: 5556.788086
	Iteration 53Q: 3 clusters Score -8187745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8187744.500000 Penalty: 5556.788086
	Iteration 54Q: 3 clusters Score -8187744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8187749.000000 Penalty: 5556.788086
	Iteration 55Q: 3 clusters Score -8187749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8187743.500000 Penalty: 5556.788086
	Iteration 56Q: 3 clusters Score -8187744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8187745.000000 Penalty: 5556.788086
	Iteration 57Q: 3 clusters Score -8187745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8187749.000000 Penalty: 5556.788086
	Iteration 58Q: 3 clusters Score -8187749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8187745.500000 Penalty: 5556.788086
	Iteration 59Q: 3 clusters Score -8187746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8187738.500000 Penalty: 5556.788086
	Iteration 60F: 3 clusters Score -8187738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8187741.500000 Penalty: 5556.788086
	Iteration 61Q: 3 clusters Score -8187742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8187746.500000 Penalty: 5556.788086
	Iteration 62Q: 3 clusters Score -8187746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8187747.500000 Penalty: 5556.788086
	Iteration 63Q: 3 clusters Score -8187748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8187753.000000 Penalty: 5556.788086
	Iteration 64Q: 3 clusters Score -8187753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8187754.000000 Penalty: 5556.788086
	Iteration 65Q: 3 clusters Score -8187754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8187751.500000 Penalty: 5556.788086
	Iteration 66Q: 3 clusters Score -8187752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8187749.000000 Penalty: 5556.788086
	Iteration 67Q: 3 clusters Score -8187749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8187751.500000 Penalty: 5556.788086
	Iteration 68Q: 3 clusters Score -8187752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8187751.500000 Penalty: 5556.788086
	Iteration 69F: 3 clusters Score -8187752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2142391.500000 Penalty: 2438.373779
	Iteration 0F: 2 clusters Score -2142392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2129127.250000 Penalty: 4876.747559
	Iteration 0F: 3 clusters Score -2129127 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2133488.250000 Penalty: 4876.747559
	Iteration 1F: 3 clusters Score -2133488 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2133844.250000 Penalty: 4876.747559
	Iteration 2F: 3 clusters Score -2133844 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2134122.500000 Penalty: 4876.747559
	Iteration 3Q: 3 clusters Score -2134122 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2134399.000000 Penalty: 4876.747559
	Iteration 4Q: 3 clusters Score -2134399 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2134697.250000 Penalty: 4876.747559
	Iteration 5Q: 3 clusters Score -2134697 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2135066.250000 Penalty: 4876.747559
	Iteration 6Q: 3 clusters Score -2135066 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2135529.500000 Penalty: 4876.747559
	Iteration 7Q: 3 clusters Score -2135530 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2136219.250000 Penalty: 4876.747559
	Iteration 8F: 3 clusters Score -2136219 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2137112.000000 Penalty: 4876.747559
	Iteration 9F: 3 clusters Score -2137112 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2138093.750000 Penalty: 4876.747559
	Iteration 10F: 3 clusters Score -2138094 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2138976.250000 Penalty: 4876.747559
	Iteration 11F: 3 clusters Score -2138976 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2139622.500000 Penalty: 4876.747559
	Iteration 12Q: 3 clusters Score -2139622 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2140009.000000 Penalty: 4876.747559
	Iteration 13Q: 3 clusters Score -2140009 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2140196.750000 Penalty: 4876.747559
	Iteration 14Q: 3 clusters Score -2140197 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2140295.250000 Penalty: 4876.747559
	Iteration 15Q: 3 clusters Score -2140295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2140357.000000 Penalty: 4876.747559
	Iteration 16Q: 3 clusters Score -2140357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2140395.750000 Penalty: 4876.747559
	Iteration 17Q: 3 clusters Score -2140396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2140428.500000 Penalty: 4876.747559
	Iteration 18Q: 3 clusters Score -2140428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2140452.250000 Penalty: 4876.747559
	Iteration 19Q: 3 clusters Score -2140452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2140467.750000 Penalty: 4876.747559
	Iteration 20F: 3 clusters Score -2140468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2140485.750000 Penalty: 4876.747559
	Iteration 21Q: 3 clusters Score -2140486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2140507.000000 Penalty: 4876.747559
	Iteration 22Q: 3 clusters Score -2140507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2140522.750000 Penalty: 4876.747559
	Iteration 23Q: 3 clusters Score -2140523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2140528.750000 Penalty: 4876.747559
	Iteration 24Q: 3 clusters Score -2140529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2140539.250000 Penalty: 4876.747559
	Iteration 25Q: 3 clusters Score -2140539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2140546.750000 Penalty: 4876.747559
	Iteration 26Q: 3 clusters Score -2140547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2140548.000000 Penalty: 4876.747559
	Iteration 27Q: 3 clusters Score -2140548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2140553.750000 Penalty: 4876.747559
	Iteration 28Q: 3 clusters Score -2140554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2140553.000000 Penalty: 4876.747559
	Iteration 29Q: 3 clusters Score -2140553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2140553.000000 Penalty: 4876.747559
	Iteration 30F: 3 clusters Score -2140553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -490462.781250 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -490462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -486266.718750 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -486266.7 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -487290.406250 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -487290.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -487533.656250 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -487533.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -487699.531250 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -487699.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -487819.875000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -487819.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -487939.718750 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -487939.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -488107.593750 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -488107.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -488394.218750 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -488394.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -489078.281250 Penalty: 4164.156738
	Iteration 8F: 3 clusters Score -489078.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -490919.312500 Penalty: 4164.156738
	Iteration 9F: 3 clusters Score -490919.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -492215.843750 Penalty: 4164.156738
	Iteration 10F: 3 clusters Score -492215.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -492970.656250 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -492970.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -493250.312500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -493250.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -493302.468750 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -493302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -493332.875000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -493332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -493342.218750 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -493342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -493346.031250 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -493346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -493347.656250 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -493347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -493348.562500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -493348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -493348.562500 Penalty: 4164.156738
	Iteration 19F: 3 clusters Score -493348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 30605 members 
Mstep: Class 22 contains 342660 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 3059 members 
Entering Unmasked Estep 
Score: -110889128.000000 Penalty: 123460.500000
Splitting cluster 20 changes total score from -110870880.000000 to -110889128.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (30605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Entering Unmasked Estep 
Score: -3179005.500000 Penalty: 2561.571777
	Iteration 0F: 2 clusters Score -3179006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3158081.750000 Penalty: 5123.143555
	Iteration 0F: 3 clusters Score -3158082 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3165698.250000 Penalty: 5123.143555
	Iteration 1F: 3 clusters Score -3165698 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3166415.500000 Penalty: 5123.143555
	Iteration 2F: 3 clusters Score -3166416 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3167157.000000 Penalty: 5123.143555
	Iteration 3F: 3 clusters Score -3167157 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3168055.000000 Penalty: 5123.143555
	Iteration 4F: 3 clusters Score -3168055 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3169174.000000 Penalty: 5123.143555
	Iteration 5F: 3 clusters Score -3169174 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3170183.000000 Penalty: 5123.143555
	Iteration 6F: 3 clusters Score -3170183 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3170989.000000 Penalty: 5123.143555
	Iteration 7F: 3 clusters Score -3170989 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3171717.000000 Penalty: 5123.143555
	Iteration 8Q: 3 clusters Score -3171717 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3172513.000000 Penalty: 5123.143555
	Iteration 9Q: 3 clusters Score -3172513 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3173293.750000 Penalty: 5123.143555
	Iteration 10Q: 3 clusters Score -3173294 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3174184.750000 Penalty: 5123.143555
	Iteration 11Q: 3 clusters Score -3174185 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3175098.500000 Penalty: 5123.143555
	Iteration 12Q: 3 clusters Score -3175098 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3176052.000000 Penalty: 5123.143555
	Iteration 13Q: 3 clusters Score -3176052 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3177034.250000 Penalty: 5123.143555
	Iteration 14Q: 3 clusters Score -3177034 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3177965.500000 Penalty: 5123.143555
	Iteration 15Q: 3 clusters Score -3177966 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3178741.750000 Penalty: 5123.143555
	Iteration 16Q: 3 clusters Score -3178742 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3179162.250000 Penalty: 5123.143555
	Iteration 17Q: 3 clusters Score -3179162 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3179369.750000 Penalty: 5123.143555
	Iteration 18Q: 3 clusters Score -3179370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3179490.750000 Penalty: 5123.143555
	Iteration 19Q: 3 clusters Score -3179491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3179561.250000 Penalty: 5123.143555
	Iteration 20F: 3 clusters Score -3179561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3179578.250000 Penalty: 5123.143555
	Iteration 21Q: 3 clusters Score -3179578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3179594.250000 Penalty: 5123.143555
	Iteration 22Q: 3 clusters Score -3179594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3179599.000000 Penalty: 5123.143555
	Iteration 23Q: 3 clusters Score -3179599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3179600.750000 Penalty: 5123.143555
	Iteration 24Q: 3 clusters Score -3179601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3179604.750000 Penalty: 5123.143555
	Iteration 25Q: 3 clusters Score -3179605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3179607.000000 Penalty: 5123.143555
	Iteration 26Q: 3 clusters Score -3179607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3179614.000000 Penalty: 5123.143555
	Iteration 27Q: 3 clusters Score -3179614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3179611.500000 Penalty: 5123.143555
	Iteration 28Q: 3 clusters Score -3179612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3179615.500000 Penalty: 5123.143555
	Iteration 29Q: 3 clusters Score -3179616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3179617.500000 Penalty: 5123.143555
	Iteration 30Q: 3 clusters Score -3179618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3179616.750000 Penalty: 5123.143555
	Iteration 31Q: 3 clusters Score -3179617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3179619.000000 Penalty: 5123.143555
	Iteration 32Q: 3 clusters Score -3179619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3179620.000000 Penalty: 5123.143555
	Iteration 33Q: 3 clusters Score -3179620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3179619.250000 Penalty: 5123.143555
	Iteration 34Q: 3 clusters Score -3179619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3179615.250000 Penalty: 5123.143555
	Iteration 35Q: 3 clusters Score -3179615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3179618.250000 Penalty: 5123.143555
	Iteration 36Q: 3 clusters Score -3179618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3179618.250000 Penalty: 5123.143555
	Iteration 37Q: 3 clusters Score -3179618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3179622.000000 Penalty: 5123.143555
	Iteration 38Q: 3 clusters Score -3179622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3179617.000000 Penalty: 5123.143555
	Iteration 39Q: 3 clusters Score -3179617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3179617.750000 Penalty: 5123.143555
	Iteration 40F: 3 clusters Score -3179618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3179618.000000 Penalty: 5123.143555
	Iteration 41Q: 3 clusters Score -3179618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3179617.500000 Penalty: 5123.143555
	Iteration 42Q: 3 clusters Score -3179618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3179617.500000 Penalty: 5123.143555
	Iteration 43F: 3 clusters Score -3179618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 342660 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 29339 members 
Entering Unmasked Estep 
Score: -110888936.000000 Penalty: 126889.953125
Splitting cluster 21 changes total score from -110870880.000000 to -110888936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (342660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342660 members 
Entering Unmasked Estep 
Score: -38538504.000000 Penalty: 3160.634521
	Iteration 0F: 2 clusters Score -3.85385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -38342296.000000 Penalty: 6321.269043
	Iteration 0F: 3 clusters Score -3.83423e+07 nChanged 166475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 171304 members 
Entering Unmasked Estep 
Score: -38441956.000000 Penalty: 6321.269043
	Iteration 1F: 3 clusters Score -3.844196e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171484 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -38444612.000000 Penalty: 6321.269043
	Iteration 2Q: 3 clusters Score -3.844461e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171837 members 
Mstep: Class 2 contains 170823 members 
Entering Unmasked Estep 
Score: -38448192.000000 Penalty: 6321.269043
	Iteration 3Q: 3 clusters Score -3.844819e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172674 members 
Mstep: Class 2 contains 169986 members 
Entering Unmasked Estep 
Score: -38452688.000000 Penalty: 6321.269043
	Iteration 4Q: 3 clusters Score -3.845269e+07 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174209 members 
Mstep: Class 2 contains 168451 members 
Entering Unmasked Estep 
Score: -38458556.000000 Penalty: 6321.269043
	Iteration 5Q: 3 clusters Score -3.845856e+07 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176601 members 
Mstep: Class 2 contains 166059 members 
Entering Unmasked Estep 
Score: -38464296.000000 Penalty: 6321.269043
	Iteration 6Q: 3 clusters Score -3.84643e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180044 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -38470704.000000 Penalty: 6321.269043
	Iteration 7Q: 3 clusters Score -3.84707e+07 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 157826 members 
Entering Unmasked Estep 
Score: -38478920.000000 Penalty: 6321.269043
	Iteration 8Q: 3 clusters Score -3.847892e+07 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190928 members 
Mstep: Class 2 contains 151732 members 
Entering Unmasked Estep 
Score: -38490288.000000 Penalty: 6321.269043
	Iteration 9F: 3 clusters Score -3.849029e+07 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -38502724.000000 Penalty: 6321.269043
	Iteration 10F: 3 clusters Score -3.850272e+07 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204010 members 
Mstep: Class 2 contains 138650 members 
Entering Unmasked Estep 
Score: -38513072.000000 Penalty: 6321.269043
	Iteration 11Q: 3 clusters Score -3.851307e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209661 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -38518100.000000 Penalty: 6321.269043
	Iteration 12Q: 3 clusters Score -3.85181e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215332 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -38520480.000000 Penalty: 6321.269043
	Iteration 13Q: 3 clusters Score -3.852048e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221298 members 
Mstep: Class 2 contains 121362 members 
Entering Unmasked Estep 
Score: -38521980.000000 Penalty: 6321.269043
	Iteration 14Q: 3 clusters Score -3.852198e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -38523708.000000 Penalty: 6321.269043
	Iteration 15Q: 3 clusters Score -3.852371e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234706 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -38525352.000000 Penalty: 6321.269043
	Iteration 16Q: 3 clusters Score -3.852535e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242036 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -38527564.000000 Penalty: 6321.269043
	Iteration 17Q: 3 clusters Score -3.852756e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250008 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -38529832.000000 Penalty: 6321.269043
	Iteration 18Q: 3 clusters Score -3.852983e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258320 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -38533052.000000 Penalty: 6321.269043
	Iteration 19Q: 3 clusters Score -3.853305e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266967 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -38536344.000000 Penalty: 6321.269043
	Iteration 20F: 3 clusters Score -3.853634e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275820 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -38540136.000000 Penalty: 6321.269043
	Iteration 21Q: 3 clusters Score -3.854014e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284784 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -38544064.000000 Penalty: 6321.269043
	Iteration 22Q: 3 clusters Score -3.854406e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293708 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -38547088.000000 Penalty: 6321.269043
	Iteration 23Q: 3 clusters Score -3.854709e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302803 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -38549400.000000 Penalty: 6321.269043
	Iteration 24Q: 3 clusters Score -3.85494e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311025 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -38550572.000000 Penalty: 6321.269043
	Iteration 25Q: 3 clusters Score -3.855057e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317649 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -38551336.000000 Penalty: 6321.269043
	Iteration 26Q: 3 clusters Score -3.855134e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322403 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -38551244.000000 Penalty: 6321.269043
	Iteration 27Q: 3 clusters Score -3.855124e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325672 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -38551424.000000 Penalty: 6321.269043
	Iteration 28Q: 3 clusters Score -3.855142e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327780 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -38551412.000000 Penalty: 6321.269043
	Iteration 29Q: 3 clusters Score -3.855141e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329195 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -38551208.000000 Penalty: 6321.269043
	Iteration 30Q: 3 clusters Score -3.855121e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330152 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -38551192.000000 Penalty: 6321.269043
	Iteration 31Q: 3 clusters Score -3.855119e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330861 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -38551036.000000 Penalty: 6321.269043
	Iteration 32Q: 3 clusters Score -3.855104e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331394 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -38550824.000000 Penalty: 6321.269043
	Iteration 33Q: 3 clusters Score -3.855082e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331823 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -38550660.000000 Penalty: 6321.269043
	Iteration 34Q: 3 clusters Score -3.855066e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332131 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -38550576.000000 Penalty: 6321.269043
	Iteration 35Q: 3 clusters Score -3.855058e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332365 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -38550528.000000 Penalty: 6321.269043
	Iteration 36Q: 3 clusters Score -3.855053e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332536 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -38550452.000000 Penalty: 6321.269043
	Iteration 37Q: 3 clusters Score -3.855045e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332689 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -38550244.000000 Penalty: 6321.269043
	Iteration 38Q: 3 clusters Score -3.855024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332790 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -38550188.000000 Penalty: 6321.269043
	Iteration 39Q: 3 clusters Score -3.855019e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332870 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -38550128.000000 Penalty: 6321.269043
	Iteration 40F: 3 clusters Score -3.855013e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332930 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -38550092.000000 Penalty: 6321.269043
	Iteration 41Q: 3 clusters Score -3.855009e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332986 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -38550044.000000 Penalty: 6321.269043
	Iteration 42Q: 3 clusters Score -3.855004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333038 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -38549952.000000 Penalty: 6321.269043
	Iteration 43Q: 3 clusters Score -3.854995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333082 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -38549916.000000 Penalty: 6321.269043
	Iteration 44Q: 3 clusters Score -3.854992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333110 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -38549904.000000 Penalty: 6321.269043
	Iteration 45Q: 3 clusters Score -3.85499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333134 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -38549940.000000 Penalty: 6321.269043
	Iteration 46Q: 3 clusters Score -3.854994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333151 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -38549928.000000 Penalty: 6321.269043
	Iteration 47Q: 3 clusters Score -3.854993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333171 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -38549928.000000 Penalty: 6321.269043
	Iteration 48Q: 3 clusters Score -3.854993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333187 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -38549900.000000 Penalty: 6321.269043
	Iteration 49Q: 3 clusters Score -3.85499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333197 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -38549872.000000 Penalty: 6321.269043
	Iteration 50Q: 3 clusters Score -3.854987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333205 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -38549852.000000 Penalty: 6321.269043
	Iteration 51Q: 3 clusters Score -3.854985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333212 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -38549876.000000 Penalty: 6321.269043
	Iteration 52Q: 3 clusters Score -3.854988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333219 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -38549868.000000 Penalty: 6321.269043
	Iteration 53Q: 3 clusters Score -3.854987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333222 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -38549848.000000 Penalty: 6321.269043
	Iteration 54Q: 3 clusters Score -3.854985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333223 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -38549864.000000 Penalty: 6321.269043
	Iteration 55Q: 3 clusters Score -3.854986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333224 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6321.269043
	Iteration 56Q: 3 clusters Score -3.854986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333225 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -38549852.000000 Penalty: 6321.269043
	Iteration 57Q: 3 clusters Score -3.854985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333226 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -38549848.000000 Penalty: 6321.269043
	Iteration 58Q: 3 clusters Score -3.854985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333226 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -38549848.000000 Penalty: 6321.269043
	Iteration 59F: 3 clusters Score -3.854985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 333226 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 29339 members 
Mstep: Class 38 contains 9434 members 
Entering Unmasked Estep 
Score: -110900040.000000 Penalty: 130319.414062
Splitting cluster 22 changes total score from -110870880.000000 to -110900040.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (21922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Entering Unmasked Estep 
Score: -2449742.000000 Penalty: 2478.821045
	Iteration 0F: 2 clusters Score -2449742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2434303.000000 Penalty: 4957.642090
	Iteration 0F: 3 clusters Score -2434303 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2439555.250000 Penalty: 4957.642090
	Iteration 1F: 3 clusters Score -2439555 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2440003.500000 Penalty: 4957.642090
	Iteration 2F: 3 clusters Score -2440004 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2440410.000000 Penalty: 4957.642090
	Iteration 3Q: 3 clusters Score -2440410 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2440843.500000 Penalty: 4957.642090
	Iteration 4Q: 3 clusters Score -2440844 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2441394.000000 Penalty: 4957.642090
	Iteration 5Q: 3 clusters Score -2441394 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2442048.250000 Penalty: 4957.642090
	Iteration 6F: 3 clusters Score -2442048 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2442767.000000 Penalty: 4957.642090
	Iteration 7F: 3 clusters Score -2442767 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2443560.750000 Penalty: 4957.642090
	Iteration 8F: 3 clusters Score -2443561 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2444289.500000 Penalty: 4957.642090
	Iteration 9F: 3 clusters Score -2444290 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2444950.250000 Penalty: 4957.642090
	Iteration 10Q: 3 clusters Score -2444950 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2445538.000000 Penalty: 4957.642090
	Iteration 11Q: 3 clusters Score -2445538 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2446117.500000 Penalty: 4957.642090
	Iteration 12Q: 3 clusters Score -2446118 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2446595.000000 Penalty: 4957.642090
	Iteration 13Q: 3 clusters Score -2446595 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2446961.750000 Penalty: 4957.642090
	Iteration 14Q: 3 clusters Score -2446962 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2447216.000000 Penalty: 4957.642090
	Iteration 15Q: 3 clusters Score -2447216 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2447384.500000 Penalty: 4957.642090
	Iteration 16Q: 3 clusters Score -2447384 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2447497.500000 Penalty: 4957.642090
	Iteration 17Q: 3 clusters Score -2447498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2447588.500000 Penalty: 4957.642090
	Iteration 18Q: 3 clusters Score -2447588 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2447660.500000 Penalty: 4957.642090
	Iteration 19Q: 3 clusters Score -2447660 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2447706.000000 Penalty: 4957.642090
	Iteration 20F: 3 clusters Score -2447706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2447747.500000 Penalty: 4957.642090
	Iteration 21Q: 3 clusters Score -2447748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2447779.750000 Penalty: 4957.642090
	Iteration 22Q: 3 clusters Score -2447780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2447793.000000 Penalty: 4957.642090
	Iteration 23Q: 3 clusters Score -2447793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2447819.250000 Penalty: 4957.642090
	Iteration 24Q: 3 clusters Score -2447819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2447827.500000 Penalty: 4957.642090
	Iteration 25Q: 3 clusters Score -2447828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2447845.750000 Penalty: 4957.642090
	Iteration 26Q: 3 clusters Score -2447846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2447854.000000 Penalty: 4957.642090
	Iteration 27Q: 3 clusters Score -2447854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2447865.250000 Penalty: 4957.642090
	Iteration 28Q: 3 clusters Score -2447865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2447879.000000 Penalty: 4957.642090
	Iteration 29Q: 3 clusters Score -2447879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2447888.250000 Penalty: 4957.642090
	Iteration 30Q: 3 clusters Score -2447888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2447896.500000 Penalty: 4957.642090
	Iteration 31Q: 3 clusters Score -2447896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2447907.000000 Penalty: 4957.642090
	Iteration 32Q: 3 clusters Score -2447907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2447912.750000 Penalty: 4957.642090
	Iteration 33Q: 3 clusters Score -2447913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2447916.500000 Penalty: 4957.642090
	Iteration 34Q: 3 clusters Score -2447916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2447931.000000 Penalty: 4957.642090
	Iteration 35Q: 3 clusters Score -2447931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2447942.250000 Penalty: 4957.642090
	Iteration 36Q: 3 clusters Score -2447942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2447951.500000 Penalty: 4957.642090
	Iteration 37Q: 3 clusters Score -2447952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2447965.250000 Penalty: 4957.642090
	Iteration 38Q: 3 clusters Score -2447965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2447965.750000 Penalty: 4957.642090
	Iteration 39Q: 3 clusters Score -2447966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2447973.000000 Penalty: 4957.642090
	Iteration 40F: 3 clusters Score -2447973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2447983.500000 Penalty: 4957.642090
	Iteration 41Q: 3 clusters Score -2447984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2447983.000000 Penalty: 4957.642090
	Iteration 42Q: 3 clusters Score -2447983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2447994.500000 Penalty: 4957.642090
	Iteration 43Q: 3 clusters Score -2447994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2447998.500000 Penalty: 4957.642090
	Iteration 44Q: 3 clusters Score -2447998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2448005.250000 Penalty: 4957.642090
	Iteration 45Q: 3 clusters Score -2448005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2448005.500000 Penalty: 4957.642090
	Iteration 46Q: 3 clusters Score -2448006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2448007.000000 Penalty: 4957.642090
	Iteration 47Q: 3 clusters Score -2448007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2448013.500000 Penalty: 4957.642090
	Iteration 48Q: 3 clusters Score -2448014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2448017.000000 Penalty: 4957.642090
	Iteration 49Q: 3 clusters Score -2448017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2448020.750000 Penalty: 4957.642090
	Iteration 50Q: 3 clusters Score -2448021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2448030.500000 Penalty: 4957.642090
	Iteration 51Q: 3 clusters Score -2448030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2448031.500000 Penalty: 4957.642090
	Iteration 52Q: 3 clusters Score -2448032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2448031.250000 Penalty: 4957.642090
	Iteration 53Q: 3 clusters Score -2448031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2448032.750000 Penalty: 4957.642090
	Iteration 54Q: 3 clusters Score -2448033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2448038.000000 Penalty: 4957.642090
	Iteration 55Q: 3 clusters Score -2448038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2448044.500000 Penalty: 4957.642090
	Iteration 56Q: 3 clusters Score -2448044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2448042.750000 Penalty: 4957.642090
	Iteration 57Q: 3 clusters Score -2448043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2448050.500000 Penalty: 4957.642090
	Iteration 58Q: 3 clusters Score -2448050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2448054.750000 Penalty: 4957.642090
	Iteration 59Q: 3 clusters Score -2448055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2448059.500000 Penalty: 4957.642090
	Iteration 60F: 3 clusters Score -2448060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2448062.250000 Penalty: 4957.642090
	Iteration 61Q: 3 clusters Score -2448062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2448066.500000 Penalty: 4957.642090
	Iteration 62Q: 3 clusters Score -2448066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2448067.250000 Penalty: 4957.642090
	Iteration 63Q: 3 clusters Score -2448067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2448072.750000 Penalty: 4957.642090
	Iteration 64Q: 3 clusters Score -2448073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2448073.750000 Penalty: 4957.642090
	Iteration 65Q: 3 clusters Score -2448074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2448074.000000 Penalty: 4957.642090
	Iteration 66Q: 3 clusters Score -2448074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2448078.000000 Penalty: 4957.642090
	Iteration 67Q: 3 clusters Score -2448078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2448077.500000 Penalty: 4957.642090
	Iteration 68Q: 3 clusters Score -2448078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2448076.750000 Penalty: 4957.642090
	Iteration 69Q: 3 clusters Score -2448077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2448080.000000 Penalty: 4957.642090
	Iteration 70Q: 3 clusters Score -2448080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2448081.000000 Penalty: 4957.642090
	Iteration 71Q: 3 clusters Score -2448081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2448082.750000 Penalty: 4957.642090
	Iteration 72Q: 3 clusters Score -2448083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2448087.250000 Penalty: 4957.642090
	Iteration 73Q: 3 clusters Score -2448087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2448089.750000 Penalty: 4957.642090
	Iteration 74Q: 3 clusters Score -2448090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2448090.750000 Penalty: 4957.642090
	Iteration 75Q: 3 clusters Score -2448091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2448090.000000 Penalty: 4957.642090
	Iteration 76Q: 3 clusters Score -2448090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2448090.500000 Penalty: 4957.642090
	Iteration 77Q: 3 clusters Score -2448090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2448095.500000 Penalty: 4957.642090
	Iteration 78Q: 3 clusters Score -2448096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2448097.500000 Penalty: 4957.642090
	Iteration 79Q: 3 clusters Score -2448098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2448097.750000 Penalty: 4957.642090
	Iteration 80F: 3 clusters Score -2448098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Entering Unmasked Estep 
Score: -3491377.750000 Penalty: 2566.744141
	Iteration 0F: 2 clusters Score -3491378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3470014.000000 Penalty: 5133.488281
	Iteration 0F: 3 clusters Score -3470014 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3477847.000000 Penalty: 5133.488281
	Iteration 1F: 3 clusters Score -3477847 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3478439.250000 Penalty: 5133.488281
	Iteration 2F: 3 clusters Score -3478439 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3479077.000000 Penalty: 5133.488281
	Iteration 3Q: 3 clusters Score -3479077 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3479794.000000 Penalty: 5133.488281
	Iteration 4Q: 3 clusters Score -3479794 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3480614.000000 Penalty: 5133.488281
	Iteration 5F: 3 clusters Score -3480614 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3481484.750000 Penalty: 5133.488281
	Iteration 6F: 3 clusters Score -3481485 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3482398.250000 Penalty: 5133.488281
	Iteration 7F: 3 clusters Score -3482398 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3483244.750000 Penalty: 5133.488281
	Iteration 8F: 3 clusters Score -3483245 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3483994.750000 Penalty: 5133.488281
	Iteration 9Q: 3 clusters Score -3483995 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3484722.250000 Penalty: 5133.488281
	Iteration 10Q: 3 clusters Score -3484722 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3485409.500000 Penalty: 5133.488281
	Iteration 11Q: 3 clusters Score -3485410 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3486102.250000 Penalty: 5133.488281
	Iteration 12Q: 3 clusters Score -3486102 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3486791.750000 Penalty: 5133.488281
	Iteration 13Q: 3 clusters Score -3486792 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3487401.500000 Penalty: 5133.488281
	Iteration 14Q: 3 clusters Score -3487402 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3487890.500000 Penalty: 5133.488281
	Iteration 15Q: 3 clusters Score -3487890 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3488285.500000 Penalty: 5133.488281
	Iteration 16Q: 3 clusters Score -3488286 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3488543.500000 Penalty: 5133.488281
	Iteration 17Q: 3 clusters Score -3488544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3488709.500000 Penalty: 5133.488281
	Iteration 18Q: 3 clusters Score -3488710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3488842.750000 Penalty: 5133.488281
	Iteration 19Q: 3 clusters Score -3488843 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3488904.500000 Penalty: 5133.488281
	Iteration 20F: 3 clusters Score -3488904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3488951.500000 Penalty: 5133.488281
	Iteration 21Q: 3 clusters Score -3488952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3489003.000000 Penalty: 5133.488281
	Iteration 22Q: 3 clusters Score -3489003 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3489029.250000 Penalty: 5133.488281
	Iteration 23Q: 3 clusters Score -3489029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3489064.000000 Penalty: 5133.488281
	Iteration 24Q: 3 clusters Score -3489064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3489074.750000 Penalty: 5133.488281
	Iteration 25Q: 3 clusters Score -3489075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3489080.500000 Penalty: 5133.488281
	Iteration 26Q: 3 clusters Score -3489080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3489091.250000 Penalty: 5133.488281
	Iteration 27Q: 3 clusters Score -3489091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3489095.750000 Penalty: 5133.488281
	Iteration 28Q: 3 clusters Score -3489096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3489120.250000 Penalty: 5133.488281
	Iteration 29Q: 3 clusters Score -3489120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3489138.750000 Penalty: 5133.488281
	Iteration 30Q: 3 clusters Score -3489139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3489144.250000 Penalty: 5133.488281
	Iteration 31Q: 3 clusters Score -3489144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3489156.500000 Penalty: 5133.488281
	Iteration 32Q: 3 clusters Score -3489156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3489168.000000 Penalty: 5133.488281
	Iteration 33Q: 3 clusters Score -3489168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3489186.250000 Penalty: 5133.488281
	Iteration 34Q: 3 clusters Score -3489186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3489198.500000 Penalty: 5133.488281
	Iteration 35Q: 3 clusters Score -3489198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3489200.500000 Penalty: 5133.488281
	Iteration 36Q: 3 clusters Score -3489200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -3489201.500000 Penalty: 5133.488281
	Iteration 37Q: 3 clusters Score -3489202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3489206.750000 Penalty: 5133.488281
	Iteration 38Q: 3 clusters Score -3489207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3489204.250000 Penalty: 5133.488281
	Iteration 39Q: 3 clusters Score -3489204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3489203.750000 Penalty: 5133.488281
	Iteration 40F: 3 clusters Score -3489204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -349268.687500 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -349268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -345711.281250 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -345711.3 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -346601.562500 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -346601.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -346921.031250 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -346921 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -347178.125000 Penalty: 4051.006348
	Iteration 3F: 3 clusters Score -347178.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -347392.406250 Penalty: 4051.006348
	Iteration 4F: 3 clusters Score -347392.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -347577.250000 Penalty: 4051.006348
	Iteration 5F: 3 clusters Score -347577.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -347710.750000 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -347710.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -347784.562500 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -347784.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -347832.531250 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -347832.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347868.781250 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -347868.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347893.500000 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -347893.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -347908.062500 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -347908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -347918.031250 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -347918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -347925.968750 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -347926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347930.937500 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -347930.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -347933.875000 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -347933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -347935.875000 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -347935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -347936.625000 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -347936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -347938.343750 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -347938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -347940.468750 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -347940.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -347944.593750 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -347944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -347945.781250 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -347945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -347946.375000 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -347946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -347945.531250 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -347945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -347946.218750 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -347946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -347947.375000 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -347947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -347947.750000 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -347947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -347948.625000 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -347948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -347950.156250 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -347950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -347951.125000 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -347951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -347951.125000 Penalty: 4051.006348
	Iteration 30F: 3 clusters Score -347951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -383426.343750 Penalty: 2025.010132
	Iteration 0F: 2 clusters Score -383426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -379824.968750 Penalty: 4050.020264
	Iteration 0F: 3 clusters Score -379825 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380589.062500 Penalty: 4050.020264
	Iteration 1F: 3 clusters Score -380589.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -380847.031250 Penalty: 4050.020264
	Iteration 2F: 3 clusters Score -380847 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -381100.875000 Penalty: 4050.020264
	Iteration 3F: 3 clusters Score -381100.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -381332.500000 Penalty: 4050.020264
	Iteration 4F: 3 clusters Score -381332.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -381620.781250 Penalty: 4050.020264
	Iteration 5F: 3 clusters Score -381620.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -381879.031250 Penalty: 4050.020264
	Iteration 6F: 3 clusters Score -381879 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -382159.062500 Penalty: 4050.020264
	Iteration 7F: 3 clusters Score -382159.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -382549.000000 Penalty: 4050.020264
	Iteration 8F: 3 clusters Score -382549 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -382872.406250 Penalty: 4050.020264
	Iteration 9F: 3 clusters Score -382872.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -383069.406250 Penalty: 4050.020264
	Iteration 10Q: 3 clusters Score -383069.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -383170.500000 Penalty: 4050.020264
	Iteration 11Q: 3 clusters Score -383170.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -383264.562500 Penalty: 4050.020264
	Iteration 12Q: 3 clusters Score -383264.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -383340.843750 Penalty: 4050.020264
	Iteration 13Q: 3 clusters Score -383340.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -383408.843750 Penalty: 4050.020264
	Iteration 14Q: 3 clusters Score -383408.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -383444.343750 Penalty: 4050.020264
	Iteration 15Q: 3 clusters Score -383444.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -383460.031250 Penalty: 4050.020264
	Iteration 16Q: 3 clusters Score -383460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -383475.125000 Penalty: 4050.020264
	Iteration 17Q: 3 clusters Score -383475.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -383491.000000 Penalty: 4050.020264
	Iteration 18Q: 3 clusters Score -383491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -383515.531250 Penalty: 4050.020264
	Iteration 19Q: 3 clusters Score -383515.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -383543.656250 Penalty: 4050.020264
	Iteration 20F: 3 clusters Score -383543.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -383561.250000 Penalty: 4050.020264
	Iteration 21Q: 3 clusters Score -383561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -383568.156250 Penalty: 4050.020264
	Iteration 22Q: 3 clusters Score -383568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -383570.937500 Penalty: 4050.020264
	Iteration 23Q: 3 clusters Score -383570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -383570.781250 Penalty: 4050.020264
	Iteration 24Q: 3 clusters Score -383570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -383570.781250 Penalty: 4050.020264
	Iteration 25F: 3 clusters Score -383570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 333226 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 29339 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 2517 members 
Entering Unmasked Estep 
Score: -110898896.000000 Penalty: 133748.875000
Splitting cluster 26 changes total score from -110870880.000000 to -110898896.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -124494.148438 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -124494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122444.742188 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -122444.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122711.101562 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -122711.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122787.335938 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -122787.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122831.789062 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -122831.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122873.460938 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -122873.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122916.609375 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -122916.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122934.898438 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -122934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122941.742188 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -122941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122942.875000 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -122942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122946.773438 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -122946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122951.539062 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -122951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122953.734375 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -122953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122954.937500 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -122954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122958.171875 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -122958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122960.617188 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -122960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122961.257812 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -122961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122962.125000 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -122962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122964.359375 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -122964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122964.359375 Penalty: 3485.548096
	Iteration 18F: 3 clusters Score -122964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Entering Unmasked Estep 
Score: -2056388.500000 Penalty: 2428.484619
	Iteration 0F: 2 clusters Score -2056388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2043620.875000 Penalty: 4856.969238
	Iteration 0F: 3 clusters Score -2043621 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2047759.750000 Penalty: 4856.969238
	Iteration 1F: 3 clusters Score -2047760 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2048261.875000 Penalty: 4856.969238
	Iteration 2F: 3 clusters Score -2048262 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2048672.500000 Penalty: 4856.969238
	Iteration 3F: 3 clusters Score -2048672 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2049191.250000 Penalty: 4856.969238
	Iteration 4Q: 3 clusters Score -2049191 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2050049.625000 Penalty: 4856.969238
	Iteration 5F: 3 clusters Score -2050050 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2051462.125000 Penalty: 4856.969238
	Iteration 6F: 3 clusters Score -2051462 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2053224.125000 Penalty: 4856.969238
	Iteration 7F: 3 clusters Score -2053224 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2054785.875000 Penalty: 4856.969238
	Iteration 8F: 3 clusters Score -2054786 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2055725.750000 Penalty: 4856.969238
	Iteration 9F: 3 clusters Score -2055726 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2056160.500000 Penalty: 4856.969238
	Iteration 10Q: 3 clusters Score -2056160 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2056353.625000 Penalty: 4856.969238
	Iteration 11Q: 3 clusters Score -2056354 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2056454.875000 Penalty: 4856.969238
	Iteration 12Q: 3 clusters Score -2056455 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2056507.125000 Penalty: 4856.969238
	Iteration 13Q: 3 clusters Score -2056507 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2056543.000000 Penalty: 4856.969238
	Iteration 14Q: 3 clusters Score -2056543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2056567.750000 Penalty: 4856.969238
	Iteration 15Q: 3 clusters Score -2056568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2056592.875000 Penalty: 4856.969238
	Iteration 16Q: 3 clusters Score -2056593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2056611.625000 Penalty: 4856.969238
	Iteration 17Q: 3 clusters Score -2056612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2056622.125000 Penalty: 4856.969238
	Iteration 18Q: 3 clusters Score -2056622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2056635.125000 Penalty: 4856.969238
	Iteration 19Q: 3 clusters Score -2056635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2056645.750000 Penalty: 4856.969238
	Iteration 20F: 3 clusters Score -2056646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2056654.750000 Penalty: 4856.969238
	Iteration 21Q: 3 clusters Score -2056655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2056651.250000 Penalty: 4856.969238
	Iteration 22Q: 3 clusters Score -2056651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2056654.500000 Penalty: 4856.969238
	Iteration 23Q: 3 clusters Score -2056654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2056655.750000 Penalty: 4856.969238
	Iteration 24Q: 3 clusters Score -2056656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2056663.375000 Penalty: 4856.969238
	Iteration 25Q: 3 clusters Score -2056663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2056665.750000 Penalty: 4856.969238
	Iteration 26Q: 3 clusters Score -2056666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2056664.375000 Penalty: 4856.969238
	Iteration 27Q: 3 clusters Score -2056664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2056668.375000 Penalty: 4856.969238
	Iteration 28Q: 3 clusters Score -2056668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2056669.375000 Penalty: 4856.969238
	Iteration 29Q: 3 clusters Score -2056669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2056668.250000 Penalty: 4856.969238
	Iteration 30Q: 3 clusters Score -2056668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2056673.500000 Penalty: 4856.969238
	Iteration 31Q: 3 clusters Score -2056674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2056674.375000 Penalty: 4856.969238
	Iteration 32Q: 3 clusters Score -2056674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2056675.250000 Penalty: 4856.969238
	Iteration 33Q: 3 clusters Score -2056675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2056678.375000 Penalty: 4856.969238
	Iteration 34Q: 3 clusters Score -2056678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2056677.000000 Penalty: 4856.969238
	Iteration 35Q: 3 clusters Score -2056677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2056677.375000 Penalty: 4856.969238
	Iteration 36Q: 3 clusters Score -2056677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2056677.500000 Penalty: 4856.969238
	Iteration 37Q: 3 clusters Score -2056678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2056679.250000 Penalty: 4856.969238
	Iteration 38Q: 3 clusters Score -2056679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2056679.375000 Penalty: 4856.969238
	Iteration 39Q: 3 clusters Score -2056679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2056679.375000 Penalty: 4856.969238
	Iteration 40F: 3 clusters Score -2056679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 333226 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 16210 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 29339 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 2517 members 
Mstep: Class 40 contains 1685 members 
Entering Unmasked Estep 
Score: -110898328.000000 Penalty: 137178.328125
Splitting cluster 28 changes total score from -110870880.000000 to -110898328.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -281785.593750 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -281785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -278851.531250 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -278851.5 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -279416.156250 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -279416.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -279540.375000 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -279540.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -279612.468750 Penalty: 3880.925049
	Iteration 3Q: 3 clusters Score -279612.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -279662.500000 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -279662.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -279695.218750 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -279695.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -279731.218750 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -279731.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -279752.156250 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -279752.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -279766.750000 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -279766.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -279774.906250 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -279774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -279778.593750 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -279778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -279783.906250 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -279783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -279787.875000 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -279787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -279791.031250 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -279791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -279793.250000 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -279793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -279794.437500 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -279794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -279797.062500 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -279797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279799.687500 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -279799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279800.125000 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -279800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279801.843750 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -279801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279805.218750 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -279805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279807.375000 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -279807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279810.125000 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -279810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279811.000000 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -279811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279812.812500 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -279812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -279814.406250 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -279814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -279815.156250 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -279815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -279816.500000 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -279816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -279817.718750 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -279817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -279818.875000 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -279818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -279818.875000 Penalty: 3880.925049
	Iteration 30F: 3 clusters Score -279818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Entering Unmasked Estep 
Score: -1432947.125000 Penalty: 2362.001953
	Iteration 0F: 2 clusters Score -1432947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1422892.375000 Penalty: 4724.003906
	Iteration 0F: 3 clusters Score -1422892 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1426045.750000 Penalty: 4724.003906
	Iteration 1F: 3 clusters Score -1426046 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1426490.125000 Penalty: 4724.003906
	Iteration 2F: 3 clusters Score -1426490 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1426857.750000 Penalty: 4724.003906
	Iteration 3F: 3 clusters Score -1426858 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1427200.375000 Penalty: 4724.003906
	Iteration 4Q: 3 clusters Score -1427200 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1427488.000000 Penalty: 4724.003906
	Iteration 5Q: 3 clusters Score -1427488 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1427790.875000 Penalty: 4724.003906
	Iteration 6Q: 3 clusters Score -1427791 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1428069.750000 Penalty: 4724.003906
	Iteration 7Q: 3 clusters Score -1428070 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1428320.500000 Penalty: 4724.003906
	Iteration 8Q: 3 clusters Score -1428320 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1428580.500000 Penalty: 4724.003906
	Iteration 9Q: 3 clusters Score -1428580 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1428809.750000 Penalty: 4724.003906
	Iteration 10Q: 3 clusters Score -1428810 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1429044.000000 Penalty: 4724.003906
	Iteration 11Q: 3 clusters Score -1429044 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1429268.375000 Penalty: 4724.003906
	Iteration 12Q: 3 clusters Score -1429268 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1429492.500000 Penalty: 4724.003906
	Iteration 13Q: 3 clusters Score -1429492 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1429724.375000 Penalty: 4724.003906
	Iteration 14Q: 3 clusters Score -1429724 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1429982.500000 Penalty: 4724.003906
	Iteration 15Q: 3 clusters Score -1429982 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1430236.125000 Penalty: 4724.003906
	Iteration 16Q: 3 clusters Score -1430236 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1430494.750000 Penalty: 4724.003906
	Iteration 17Q: 3 clusters Score -1430495 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1430703.750000 Penalty: 4724.003906
	Iteration 18Q: 3 clusters Score -1430704 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1430871.875000 Penalty: 4724.003906
	Iteration 19Q: 3 clusters Score -1430872 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1430993.750000 Penalty: 4724.003906
	Iteration 20F: 3 clusters Score -1430994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1431086.250000 Penalty: 4724.003906
	Iteration 21Q: 3 clusters Score -1431086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1431154.000000 Penalty: 4724.003906
	Iteration 22Q: 3 clusters Score -1431154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1431204.000000 Penalty: 4724.003906
	Iteration 23Q: 3 clusters Score -1431204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1431237.500000 Penalty: 4724.003906
	Iteration 24Q: 3 clusters Score -1431238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1431268.000000 Penalty: 4724.003906
	Iteration 25Q: 3 clusters Score -1431268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1431285.625000 Penalty: 4724.003906
	Iteration 26Q: 3 clusters Score -1431286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1431305.250000 Penalty: 4724.003906
	Iteration 27Q: 3 clusters Score -1431305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1431318.625000 Penalty: 4724.003906
	Iteration 28Q: 3 clusters Score -1431319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1431327.250000 Penalty: 4724.003906
	Iteration 29Q: 3 clusters Score -1431327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1431327.750000 Penalty: 4724.003906
	Iteration 30Q: 3 clusters Score -1431328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1431331.750000 Penalty: 4724.003906
	Iteration 31Q: 3 clusters Score -1431332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1431331.375000 Penalty: 4724.003906
	Iteration 32Q: 3 clusters Score -1431331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1431337.000000 Penalty: 4724.003906
	Iteration 33Q: 3 clusters Score -1431337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1431340.250000 Penalty: 4724.003906
	Iteration 34Q: 3 clusters Score -1431340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1431342.250000 Penalty: 4724.003906
	Iteration 35Q: 3 clusters Score -1431342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1431346.125000 Penalty: 4724.003906
	Iteration 36Q: 3 clusters Score -1431346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1431351.250000 Penalty: 4724.003906
	Iteration 37Q: 3 clusters Score -1431351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1431355.625000 Penalty: 4724.003906
	Iteration 38Q: 3 clusters Score -1431356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1431359.375000 Penalty: 4724.003906
	Iteration 39Q: 3 clusters Score -1431359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1431360.250000 Penalty: 4724.003906
	Iteration 40F: 3 clusters Score -1431360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1431365.125000 Penalty: 4724.003906
	Iteration 41Q: 3 clusters Score -1431365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1431368.500000 Penalty: 4724.003906
	Iteration 42Q: 3 clusters Score -1431368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1431369.625000 Penalty: 4724.003906
	Iteration 43Q: 3 clusters Score -1431370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1431371.375000 Penalty: 4724.003906
	Iteration 44Q: 3 clusters Score -1431371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1431373.375000 Penalty: 4724.003906
	Iteration 45Q: 3 clusters Score -1431373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1431371.000000 Penalty: 4724.003906
	Iteration 46Q: 3 clusters Score -1431371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1431371.375000 Penalty: 4724.003906
	Iteration 47Q: 3 clusters Score -1431371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1431373.375000 Penalty: 4724.003906
	Iteration 48Q: 3 clusters Score -1431373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1431376.125000 Penalty: 4724.003906
	Iteration 49Q: 3 clusters Score -1431376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1431375.250000 Penalty: 4724.003906
	Iteration 50Q: 3 clusters Score -1431375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1431376.375000 Penalty: 4724.003906
	Iteration 51Q: 3 clusters Score -1431376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1431376.125000 Penalty: 4724.003906
	Iteration 52Q: 3 clusters Score -1431376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1431376.000000 Penalty: 4724.003906
	Iteration 53Q: 3 clusters Score -1431376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1431377.125000 Penalty: 4724.003906
	Iteration 54Q: 3 clusters Score -1431377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1431377.125000 Penalty: 4724.003906
	Iteration 55F: 3 clusters Score -1431377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Entering Unmasked Estep 
Score: -1076219.625000 Penalty: 2266.539795
	Iteration 0F: 2 clusters Score -1076220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1068972.625000 Penalty: 4533.079590
	Iteration 0F: 3 clusters Score -1068973 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1070947.125000 Penalty: 4533.079590
	Iteration 1F: 3 clusters Score -1070947 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1071209.375000 Penalty: 4533.079590
	Iteration 2F: 3 clusters Score -1071209 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1071381.125000 Penalty: 4533.079590
	Iteration 3Q: 3 clusters Score -1071381 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1071524.875000 Penalty: 4533.079590
	Iteration 4Q: 3 clusters Score -1071525 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1071636.625000 Penalty: 4533.079590
	Iteration 5Q: 3 clusters Score -1071637 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1071723.250000 Penalty: 4533.079590
	Iteration 6Q: 3 clusters Score -1071723 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1071787.250000 Penalty: 4533.079590
	Iteration 7Q: 3 clusters Score -1071787 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1071852.250000 Penalty: 4533.079590
	Iteration 8Q: 3 clusters Score -1071852 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1071897.375000 Penalty: 4533.079590
	Iteration 9Q: 3 clusters Score -1071897 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1071941.500000 Penalty: 4533.079590
	Iteration 10Q: 3 clusters Score -1071942 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1071989.375000 Penalty: 4533.079590
	Iteration 11Q: 3 clusters Score -1071989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1072055.625000 Penalty: 4533.079590
	Iteration 12Q: 3 clusters Score -1072056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1072128.000000 Penalty: 4533.079590
	Iteration 13Q: 3 clusters Score -1072128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1072202.500000 Penalty: 4533.079590
	Iteration 14Q: 3 clusters Score -1072202 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1072294.500000 Penalty: 4533.079590
	Iteration 15Q: 3 clusters Score -1072294 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1072382.625000 Penalty: 4533.079590
	Iteration 16Q: 3 clusters Score -1072383 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1072493.375000 Penalty: 4533.079590
	Iteration 17Q: 3 clusters Score -1072493 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1072607.000000 Penalty: 4533.079590
	Iteration 18Q: 3 clusters Score -1072607 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1072721.750000 Penalty: 4533.079590
	Iteration 19Q: 3 clusters Score -1072722 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1072847.500000 Penalty: 4533.079590
	Iteration 20F: 3 clusters Score -1072848 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1072955.500000 Penalty: 4533.079590
	Iteration 21Q: 3 clusters Score -1072956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1073041.750000 Penalty: 4533.079590
	Iteration 22Q: 3 clusters Score -1073042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1073120.500000 Penalty: 4533.079590
	Iteration 23Q: 3 clusters Score -1073120 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1073161.750000 Penalty: 4533.079590
	Iteration 24Q: 3 clusters Score -1073162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1073194.625000 Penalty: 4533.079590
	Iteration 25Q: 3 clusters Score -1073195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1073212.125000 Penalty: 4533.079590
	Iteration 26Q: 3 clusters Score -1073212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1073227.125000 Penalty: 4533.079590
	Iteration 27Q: 3 clusters Score -1073227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1073238.500000 Penalty: 4533.079590
	Iteration 28Q: 3 clusters Score -1073238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1073255.000000 Penalty: 4533.079590
	Iteration 29Q: 3 clusters Score -1073255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1073267.125000 Penalty: 4533.079590
	Iteration 30Q: 3 clusters Score -1073267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1073275.625000 Penalty: 4533.079590
	Iteration 31Q: 3 clusters Score -1073276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1073288.125000 Penalty: 4533.079590
	Iteration 32Q: 3 clusters Score -1073288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1073302.125000 Penalty: 4533.079590
	Iteration 33Q: 3 clusters Score -1073302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1073313.500000 Penalty: 4533.079590
	Iteration 34Q: 3 clusters Score -1073314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1073323.000000 Penalty: 4533.079590
	Iteration 35Q: 3 clusters Score -1073323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1073330.125000 Penalty: 4533.079590
	Iteration 36Q: 3 clusters Score -1073330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1073339.000000 Penalty: 4533.079590
	Iteration 37Q: 3 clusters Score -1073339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1073344.500000 Penalty: 4533.079590
	Iteration 38Q: 3 clusters Score -1073344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1073354.250000 Penalty: 4533.079590
	Iteration 39Q: 3 clusters Score -1073354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1073360.750000 Penalty: 4533.079590
	Iteration 40F: 3 clusters Score -1073361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1073367.500000 Penalty: 4533.079590
	Iteration 41Q: 3 clusters Score -1073368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1073371.875000 Penalty: 4533.079590
	Iteration 42Q: 3 clusters Score -1073372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1073373.750000 Penalty: 4533.079590
	Iteration 43Q: 3 clusters Score -1073374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1073383.500000 Penalty: 4533.079590
	Iteration 44Q: 3 clusters Score -1073384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1073386.125000 Penalty: 4533.079590
	Iteration 45Q: 3 clusters Score -1073386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1073389.875000 Penalty: 4533.079590
	Iteration 46Q: 3 clusters Score -1073390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1073391.250000 Penalty: 4533.079590
	Iteration 47Q: 3 clusters Score -1073391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1073391.750000 Penalty: 4533.079590
	Iteration 48Q: 3 clusters Score -1073392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1073392.125000 Penalty: 4533.079590
	Iteration 49Q: 3 clusters Score -1073392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1073392.000000 Penalty: 4533.079590
	Iteration 50Q: 3 clusters Score -1073392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1073393.250000 Penalty: 4533.079590
	Iteration 51Q: 3 clusters Score -1073393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1073395.500000 Penalty: 4533.079590
	Iteration 52Q: 3 clusters Score -1073396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1073398.375000 Penalty: 4533.079590
	Iteration 53Q: 3 clusters Score -1073398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1073399.000000 Penalty: 4533.079590
	Iteration 54Q: 3 clusters Score -1073399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1073399.125000 Penalty: 4533.079590
	Iteration 55Q: 3 clusters Score -1073399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1073401.500000 Penalty: 4533.079590
	Iteration 56Q: 3 clusters Score -1073402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1073401.125000 Penalty: 4533.079590
	Iteration 57Q: 3 clusters Score -1073401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1073401.625000 Penalty: 4533.079590
	Iteration 58Q: 3 clusters Score -1073402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1073402.000000 Penalty: 4533.079590
	Iteration 59Q: 3 clusters Score -1073402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1073403.250000 Penalty: 4533.079590
	Iteration 60F: 3 clusters Score -1073403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1073403.875000 Penalty: 4533.079590
	Iteration 61Q: 3 clusters Score -1073404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1073403.250000 Penalty: 4533.079590
	Iteration 62Q: 3 clusters Score -1073403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1073403.875000 Penalty: 4533.079590
	Iteration 63Q: 3 clusters Score -1073404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1073405.500000 Penalty: 4533.079590
	Iteration 64Q: 3 clusters Score -1073406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1073405.375000 Penalty: 4533.079590
	Iteration 65Q: 3 clusters Score -1073405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1073406.125000 Penalty: 4533.079590
	Iteration 66Q: 3 clusters Score -1073406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1073406.125000 Penalty: 4533.079590
	Iteration 67Q: 3 clusters Score -1073406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1073406.125000 Penalty: 4533.079590
	Iteration 68Q: 3 clusters Score -1073406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1073406.125000 Penalty: 4533.079590
	Iteration 69F: 3 clusters Score -1073406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Entering Unmasked Estep 
Score: -1147617.500000 Penalty: 2294.724365
	Iteration 0F: 2 clusters Score -1147618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1139712.125000 Penalty: 4589.448730
	Iteration 0F: 3 clusters Score -1139712 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1142065.000000 Penalty: 4589.448730
	Iteration 1F: 3 clusters Score -1142065 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1142509.375000 Penalty: 4589.448730
	Iteration 2F: 3 clusters Score -1142509 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1142905.500000 Penalty: 4589.448730
	Iteration 3F: 3 clusters Score -1142906 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1143340.500000 Penalty: 4589.448730
	Iteration 4F: 3 clusters Score -1143340 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1143753.125000 Penalty: 4589.448730
	Iteration 5F: 3 clusters Score -1143753 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1144140.125000 Penalty: 4589.448730
	Iteration 6F: 3 clusters Score -1144140 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1144473.875000 Penalty: 4589.448730
	Iteration 7Q: 3 clusters Score -1144474 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1144793.625000 Penalty: 4589.448730
	Iteration 8Q: 3 clusters Score -1144794 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1145134.125000 Penalty: 4589.448730
	Iteration 9Q: 3 clusters Score -1145134 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1145466.000000 Penalty: 4589.448730
	Iteration 10Q: 3 clusters Score -1145466 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1145778.000000 Penalty: 4589.448730
	Iteration 11Q: 3 clusters Score -1145778 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1146088.500000 Penalty: 4589.448730
	Iteration 12Q: 3 clusters Score -1146088 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1146427.625000 Penalty: 4589.448730
	Iteration 13Q: 3 clusters Score -1146428 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1146733.000000 Penalty: 4589.448730
	Iteration 14Q: 3 clusters Score -1146733 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1146979.000000 Penalty: 4589.448730
	Iteration 15Q: 3 clusters Score -1146979 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1147142.500000 Penalty: 4589.448730
	Iteration 16Q: 3 clusters Score -1147142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1147284.750000 Penalty: 4589.448730
	Iteration 17Q: 3 clusters Score -1147285 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1147438.375000 Penalty: 4589.448730
	Iteration 18Q: 3 clusters Score -1147438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1147556.750000 Penalty: 4589.448730
	Iteration 19Q: 3 clusters Score -1147557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1147680.500000 Penalty: 4589.448730
	Iteration 20F: 3 clusters Score -1147680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1147769.875000 Penalty: 4589.448730
	Iteration 21Q: 3 clusters Score -1147770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1147794.500000 Penalty: 4589.448730
	Iteration 22Q: 3 clusters Score -1147794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1147804.500000 Penalty: 4589.448730
	Iteration 23Q: 3 clusters Score -1147804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1147809.625000 Penalty: 4589.448730
	Iteration 24Q: 3 clusters Score -1147810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1147809.750000 Penalty: 4589.448730
	Iteration 25Q: 3 clusters Score -1147810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1147810.750000 Penalty: 4589.448730
	Iteration 26Q: 3 clusters Score -1147811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1147811.250000 Penalty: 4589.448730
	Iteration 27Q: 3 clusters Score -1147811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1147811.625000 Penalty: 4589.448730
	Iteration 28Q: 3 clusters Score -1147812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1147813.625000 Penalty: 4589.448730
	Iteration 29Q: 3 clusters Score -1147814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1147812.250000 Penalty: 4589.448730
	Iteration 30Q: 3 clusters Score -1147812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1147812.250000 Penalty: 4589.448730
	Iteration 31F: 3 clusters Score -1147812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 333226 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 16210 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 5569 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 29339 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 2517 members 
Mstep: Class 40 contains 1685 members 
Mstep: Class 41 contains 4866 members 
Entering Unmasked Estep 
Score: -110897544.000000 Penalty: 140607.781250
Splitting cluster 32 changes total score from -110870880.000000 to -110897544.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 112196 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 115554 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 40724 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 333226 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 16210 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901568.000000 Penalty: 140607.781250
Iteration 79Q: 42 clusters Score -1.109016e+08 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15751 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 112265 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 115319 members 
Mstep: Class 14 contains 48520 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 17 contains 40630 members 
Mstep: Class 18 contains 72378 members 
Mstep: Class 19 contains 18458 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 334981 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 31266 members 
Mstep: Class 25 contains 3583 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 16693 members 
Mstep: Class 29 contains 2402 members 
Mstep: Class 30 contains 13786 members 
Mstep: Class 31 contains 9079 members 
Mstep: Class 32 contains 5614 members 
Mstep: Class 33 contains 11095 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 2976 members 
Mstep: Class 37 contains 28509 members 
Mstep: Class 38 contains 9717 members 
Mstep: Class 39 contains 2490 members 
Mstep: Class 40 contains 1632 members 
Mstep: Class 41 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110905848.000000 Penalty: 140607.781250
Iteration 80F: 42 clusters Score -1.109058e+08 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15723 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 111790 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 114207 members 
Mstep: Class 14 contains 48114 members 
Mstep: Class 15 contains 14541 members 
Mstep: Class 16 contains 1287 members 
Mstep: Class 17 contains 40317 members 
Mstep: Class 18 contains 71571 members 
Mstep: Class 19 contains 18308 members 
Mstep: Class 20 contains 1504 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 335851 members 
Mstep: Class 23 contains 21783 members 
Mstep: Class 24 contains 31246 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 16926 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 13644 members 
Mstep: Class 31 contains 8922 members 
Mstep: Class 32 contains 5640 members 
Mstep: Class 33 contains 11386 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1216 members 
Mstep: Class 36 contains 3580 members 
Mstep: Class 37 contains 29373 members 
Mstep: Class 38 contains 10617 members 
Mstep: Class 39 contains 2514 members 
Mstep: Class 40 contains 1749 members 
Mstep: Class 41 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907752.000000 Penalty: 140607.781250
Iteration 81Q: 42 clusters Score -1.109078e+08 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15688 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 6923 members 
Mstep: Class 11 contains 111395 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 113404 members 
Mstep: Class 14 contains 47802 members 
Mstep: Class 15 contains 14472 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 40138 members 
Mstep: Class 18 contains 70929 members 
Mstep: Class 19 contains 18172 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 336576 members 
Mstep: Class 23 contains 21745 members 
Mstep: Class 24 contains 31230 members 
Mstep: Class 25 contains 3410 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17115 members 
Mstep: Class 29 contains 2296 members 
Mstep: Class 30 contains 13568 members 
Mstep: Class 31 contains 8817 members 
Mstep: Class 32 contains 5667 members 
Mstep: Class 33 contains 11518 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1209 members 
Mstep: Class 36 contains 4044 members 
Mstep: Class 37 contains 29926 members 
Mstep: Class 38 contains 11192 members 
Mstep: Class 39 contains 2527 members 
Mstep: Class 40 contains 1841 members 
Mstep: Class 41 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908592.000000 Penalty: 140607.781250
Iteration 82Q: 42 clusters Score -1.109086e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15661 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 7607 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 6860 members 
Mstep: Class 11 contains 111075 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 112739 members 
Mstep: Class 14 contains 47575 members 
Mstep: Class 15 contains 14423 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 40025 members 
Mstep: Class 18 contains 70428 members 
Mstep: Class 19 contains 18046 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 337193 members 
Mstep: Class 23 contains 21712 members 
Mstep: Class 24 contains 31234 members 
Mstep: Class 25 contains 3382 members 
Mstep: Class 26 contains 1076 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17252 members 
Mstep: Class 29 contains 2253 members 
Mstep: Class 30 contains 13514 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 5673 members 
Mstep: Class 33 contains 11578 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 4431 members 
Mstep: Class 37 contains 30280 members 
Mstep: Class 38 contains 11610 members 
Mstep: Class 39 contains 2532 members 
Mstep: Class 40 contains 1917 members 
Mstep: Class 41 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909200.000000 Penalty: 140607.781250
Iteration 83Q: 42 clusters Score -1.109092e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15638 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 5988 members 
Mstep: Class 10 contains 6805 members 
Mstep: Class 11 contains 110796 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 112164 members 
Mstep: Class 14 contains 47407 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39940 members 
Mstep: Class 18 contains 70015 members 
Mstep: Class 19 contains 17948 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 337767 members 
Mstep: Class 23 contains 21686 members 
Mstep: Class 24 contains 31234 members 
Mstep: Class 25 contains 3359 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17351 members 
Mstep: Class 29 contains 2221 members 
Mstep: Class 30 contains 13476 members 
Mstep: Class 31 contains 8688 members 
Mstep: Class 32 contains 5679 members 
Mstep: Class 33 contains 11636 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 4766 members 
Mstep: Class 37 contains 30490 members 
Mstep: Class 38 contains 11971 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 40 contains 1985 members 
Mstep: Class 41 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910072.000000 Penalty: 140607.781250
Iteration 84Q: 42 clusters Score -1.109101e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15620 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 7624 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 10 contains 6766 members 
Mstep: Class 11 contains 110575 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 111699 members 
Mstep: Class 14 contains 47263 members 
Mstep: Class 15 contains 14372 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 39875 members 
Mstep: Class 18 contains 69663 members 
Mstep: Class 19 contains 17861 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 338224 members 
Mstep: Class 23 contains 21651 members 
Mstep: Class 24 contains 31224 members 
Mstep: Class 25 contains 3343 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17450 members 
Mstep: Class 29 contains 2189 members 
Mstep: Class 30 contains 13447 members 
Mstep: Class 31 contains 8652 members 
Mstep: Class 32 contains 5686 members 
Mstep: Class 33 contains 11680 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1170 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 12277 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 40 contains 2053 members 
Mstep: Class 41 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910320.000000 Penalty: 140607.781250
Iteration 85Q: 42 clusters Score -1.109103e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 7760 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15600 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 6730 members 
Mstep: Class 11 contains 110364 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 111313 members 
Mstep: Class 14 contains 47157 members 
Mstep: Class 15 contains 14360 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 39844 members 
Mstep: Class 18 contains 69370 members 
Mstep: Class 19 contains 17786 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 338589 members 
Mstep: Class 23 contains 21635 members 
Mstep: Class 24 contains 31230 members 
Mstep: Class 25 contains 3324 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17556 members 
Mstep: Class 29 contains 2173 members 
Mstep: Class 30 contains 13422 members 
Mstep: Class 31 contains 8623 members 
Mstep: Class 32 contains 5683 members 
Mstep: Class 33 contains 11717 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1169 members 
Mstep: Class 36 contains 5267 members 
Mstep: Class 37 contains 30756 members 
Mstep: Class 38 contains 12518 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 40 contains 2107 members 
Mstep: Class 41 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910088.000000 Penalty: 140607.781250
Iteration 86Q: 42 clusters Score -1.109101e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 7843 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15588 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 6021 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 110202 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 110981 members 
Mstep: Class 14 contains 47086 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39814 members 
Mstep: Class 18 contains 69117 members 
Mstep: Class 19 contains 17719 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 338902 members 
Mstep: Class 23 contains 21618 members 
Mstep: Class 24 contains 31229 members 
Mstep: Class 25 contains 3307 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17659 members 
Mstep: Class 29 contains 2159 members 
Mstep: Class 30 contains 13412 members 
Mstep: Class 31 contains 8595 members 
Mstep: Class 32 contains 5685 members 
Mstep: Class 33 contains 11743 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 30788 members 
Mstep: Class 38 contains 12728 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910600.000000 Penalty: 140607.781250
Iteration 87Q: 42 clusters Score -1.109106e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 7894 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15584 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7635 members 
Mstep: Class 9 contains 6026 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 110062 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 110637 members 
Mstep: Class 14 contains 47019 members 
Mstep: Class 15 contains 14349 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39791 members 
Mstep: Class 18 contains 68903 members 
Mstep: Class 19 contains 17655 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 339215 members 
Mstep: Class 23 contains 21608 members 
Mstep: Class 24 contains 31225 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17788 members 
Mstep: Class 29 contains 2143 members 
Mstep: Class 30 contains 13400 members 
Mstep: Class 31 contains 8568 members 
Mstep: Class 32 contains 5691 members 
Mstep: Class 33 contains 11756 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 5599 members 
Mstep: Class 37 contains 30830 members 
Mstep: Class 38 contains 12903 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 40 contains 2204 members 
Mstep: Class 41 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910424.000000 Penalty: 140607.781250
Iteration 88Q: 42 clusters Score -1.109104e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 6037 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 109946 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 110312 members 
Mstep: Class 14 contains 46966 members 
Mstep: Class 15 contains 14342 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39776 members 
Mstep: Class 18 contains 68727 members 
Mstep: Class 19 contains 17598 members 
Mstep: Class 20 contains 1726 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 339513 members 
Mstep: Class 23 contains 21599 members 
Mstep: Class 24 contains 31232 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17890 members 
Mstep: Class 29 contains 2127 members 
Mstep: Class 30 contains 13388 members 
Mstep: Class 31 contains 8562 members 
Mstep: Class 32 contains 5692 members 
Mstep: Class 33 contains 11776 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 5728 members 
Mstep: Class 37 contains 30863 members 
Mstep: Class 38 contains 13031 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 40 contains 2243 members 
Mstep: Class 41 contains 4743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910168.000000 Penalty: 140607.781250
Iteration 89Q: 42 clusters Score -1.109102e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 11 contains 109836 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 110001 members 
Mstep: Class 14 contains 46926 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 68581 members 
Mstep: Class 19 contains 17557 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 339796 members 
Mstep: Class 23 contains 21603 members 
Mstep: Class 24 contains 31233 members 
Mstep: Class 25 contains 3273 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 17971 members 
Mstep: Class 29 contains 2109 members 
Mstep: Class 30 contains 13385 members 
Mstep: Class 31 contains 8554 members 
Mstep: Class 32 contains 5690 members 
Mstep: Class 33 contains 11797 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 5832 members 
Mstep: Class 37 contains 30887 members 
Mstep: Class 38 contains 13147 members 
Mstep: Class 39 contains 2536 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910184.000000 Penalty: 140607.781250
Iteration 90Q: 42 clusters Score -1.109102e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15541 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7624 members 
Mstep: Class 9 contains 6061 members 
Mstep: Class 10 contains 6615 members 
Mstep: Class 11 contains 109749 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 109748 members 
Mstep: Class 14 contains 46891 members 
Mstep: Class 15 contains 14342 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39746 members 
Mstep: Class 18 contains 68442 members 
Mstep: Class 19 contains 17515 members 
Mstep: Class 20 contains 1757 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 340059 members 
Mstep: Class 23 contains 21604 members 
Mstep: Class 24 contains 31237 members 
Mstep: Class 25 contains 3267 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18029 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 13378 members 
Mstep: Class 31 contains 8552 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 11812 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 30912 members 
Mstep: Class 38 contains 13228 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 2320 members 
Mstep: Class 41 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910328.000000 Penalty: 140607.781250
Iteration 91Q: 42 clusters Score -1.109103e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 8012 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15529 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 109681 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 109488 members 
Mstep: Class 14 contains 46861 members 
Mstep: Class 15 contains 14342 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39735 members 
Mstep: Class 18 contains 68314 members 
Mstep: Class 19 contains 17482 members 
Mstep: Class 20 contains 1767 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 340304 members 
Mstep: Class 23 contains 21609 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3264 members 
Mstep: Class 26 contains 1253 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18109 members 
Mstep: Class 29 contains 2083 members 
Mstep: Class 30 contains 13363 members 
Mstep: Class 31 contains 8540 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 11821 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 5991 members 
Mstep: Class 37 contains 30937 members 
Mstep: Class 38 contains 13306 members 
Mstep: Class 39 contains 2542 members 
Mstep: Class 40 contains 2348 members 
Mstep: Class 41 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910160.000000 Penalty: 140607.781250
Iteration 92Q: 42 clusters Score -1.109102e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 8029 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15518 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7625 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 109628 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 109250 members 
Mstep: Class 14 contains 46840 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39736 members 
Mstep: Class 18 contains 68185 members 
Mstep: Class 19 contains 17453 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 340527 members 
Mstep: Class 23 contains 21600 members 
Mstep: Class 24 contains 31247 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18168 members 
Mstep: Class 29 contains 2071 members 
Mstep: Class 30 contains 13350 members 
Mstep: Class 31 contains 8532 members 
Mstep: Class 32 contains 5689 members 
Mstep: Class 33 contains 11829 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6050 members 
Mstep: Class 37 contains 30954 members 
Mstep: Class 38 contains 13382 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2376 members 
Mstep: Class 41 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910336.000000 Penalty: 140607.781250
Iteration 93Q: 42 clusters Score -1.109103e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15507 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 109584 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 109065 members 
Mstep: Class 14 contains 46823 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39733 members 
Mstep: Class 18 contains 68100 members 
Mstep: Class 19 contains 17421 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 340686 members 
Mstep: Class 23 contains 21591 members 
Mstep: Class 24 contains 31252 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18220 members 
Mstep: Class 29 contains 2060 members 
Mstep: Class 30 contains 13344 members 
Mstep: Class 31 contains 8528 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 11839 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6095 members 
Mstep: Class 37 contains 30975 members 
Mstep: Class 38 contains 13436 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2408 members 
Mstep: Class 41 contains 4776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910320.000000 Penalty: 140607.781250
Iteration 94Q: 42 clusters Score -1.109103e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15503 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 109541 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108887 members 
Mstep: Class 14 contains 46819 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39735 members 
Mstep: Class 18 contains 68012 members 
Mstep: Class 19 contains 17384 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 340853 members 
Mstep: Class 23 contains 21592 members 
Mstep: Class 24 contains 31248 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 1305 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18254 members 
Mstep: Class 29 contains 2052 members 
Mstep: Class 30 contains 13341 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 5684 members 
Mstep: Class 33 contains 11852 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6133 members 
Mstep: Class 37 contains 30988 members 
Mstep: Class 38 contains 13488 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2439 members 
Mstep: Class 41 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910064.000000 Penalty: 140607.781250
Iteration 95Q: 42 clusters Score -1.109101e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 8071 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15501 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 109512 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108726 members 
Mstep: Class 14 contains 46810 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39746 members 
Mstep: Class 18 contains 67938 members 
Mstep: Class 19 contains 17357 members 
Mstep: Class 20 contains 1804 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 340975 members 
Mstep: Class 23 contains 21599 members 
Mstep: Class 24 contains 31252 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18278 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 13338 members 
Mstep: Class 31 contains 8516 members 
Mstep: Class 32 contains 5680 members 
Mstep: Class 33 contains 11864 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6166 members 
Mstep: Class 37 contains 30991 members 
Mstep: Class 38 contains 13542 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2468 members 
Mstep: Class 41 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910064.000000 Penalty: 140607.781250
Iteration 96Q: 42 clusters Score -1.109101e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 8083 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 109490 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108571 members 
Mstep: Class 14 contains 46808 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 67864 members 
Mstep: Class 19 contains 17330 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341092 members 
Mstep: Class 23 contains 21594 members 
Mstep: Class 24 contains 31251 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18304 members 
Mstep: Class 29 contains 2036 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 5679 members 
Mstep: Class 33 contains 11872 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6189 members 
Mstep: Class 37 contains 31009 members 
Mstep: Class 38 contains 13587 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909944.000000 Penalty: 140607.781250
Iteration 97Q: 42 clusters Score -1.109099e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15497 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 109476 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108440 members 
Mstep: Class 14 contains 46804 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39754 members 
Mstep: Class 18 contains 67806 members 
Mstep: Class 19 contains 17314 members 
Mstep: Class 20 contains 1821 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341214 members 
Mstep: Class 23 contains 21591 members 
Mstep: Class 24 contains 31252 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 1326 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18312 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 5676 members 
Mstep: Class 33 contains 11879 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6203 members 
Mstep: Class 37 contains 31022 members 
Mstep: Class 38 contains 13613 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909784.000000 Penalty: 140607.781250
Iteration 98Q: 42 clusters Score -1.109098e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 109467 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108319 members 
Mstep: Class 14 contains 46796 members 
Mstep: Class 15 contains 14305 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39759 members 
Mstep: Class 18 contains 67749 members 
Mstep: Class 19 contains 17298 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341332 members 
Mstep: Class 23 contains 21591 members 
Mstep: Class 24 contains 31254 members 
Mstep: Class 25 contains 3235 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18322 members 
Mstep: Class 29 contains 2013 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8511 members 
Mstep: Class 32 contains 5673 members 
Mstep: Class 33 contains 11882 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6215 members 
Mstep: Class 37 contains 31038 members 
Mstep: Class 38 contains 13638 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909920.000000 Penalty: 140607.781250
Iteration 99Q: 42 clusters Score -1.109099e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 8100 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15492 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 7616 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 6533 members 
Mstep: Class 11 contains 109454 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108214 members 
Mstep: Class 14 contains 46785 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 39766 members 
Mstep: Class 18 contains 67697 members 
Mstep: Class 19 contains 17287 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341431 members 
Mstep: Class 23 contains 21596 members 
Mstep: Class 24 contains 31251 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18327 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8514 members 
Mstep: Class 32 contains 5672 members 
Mstep: Class 33 contains 11884 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6226 members 
Mstep: Class 37 contains 31054 members 
Mstep: Class 38 contains 13665 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909968.000000 Penalty: 140607.781250
Iteration 100F: 42 clusters Score -1.1091e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15490 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 109441 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108111 members 
Mstep: Class 14 contains 46775 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 39765 members 
Mstep: Class 18 contains 67652 members 
Mstep: Class 19 contains 17271 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341540 members 
Mstep: Class 23 contains 21592 members 
Mstep: Class 24 contains 31247 members 
Mstep: Class 25 contains 3228 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18332 members 
Mstep: Class 29 contains 1992 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8515 members 
Mstep: Class 32 contains 5674 members 
Mstep: Class 33 contains 11884 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 31063 members 
Mstep: Class 38 contains 13687 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2573 members 
Mstep: Class 41 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909984.000000 Penalty: 140607.781250
Iteration 101Q: 42 clusters Score -1.1091e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15481 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 11 contains 109429 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 108018 members 
Mstep: Class 14 contains 46773 members 
Mstep: Class 15 contains 14297 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 39759 members 
Mstep: Class 18 contains 67611 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341633 members 
Mstep: Class 23 contains 21589 members 
Mstep: Class 24 contains 31254 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18342 members 
Mstep: Class 29 contains 1981 members 
Mstep: Class 30 contains 13338 members 
Mstep: Class 31 contains 8516 members 
Mstep: Class 32 contains 5673 members 
Mstep: Class 33 contains 11883 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6261 members 
Mstep: Class 37 contains 31065 members 
Mstep: Class 38 contains 13702 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2591 members 
Mstep: Class 41 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910160.000000 Penalty: 140607.781250
Iteration 102Q: 42 clusters Score -1.109102e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 8117 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15473 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 6520 members 
Mstep: Class 11 contains 109415 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107934 members 
Mstep: Class 14 contains 46769 members 
Mstep: Class 15 contains 14294 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 39754 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 17252 members 
Mstep: Class 20 contains 1877 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341726 members 
Mstep: Class 23 contains 21589 members 
Mstep: Class 24 contains 31253 members 
Mstep: Class 25 contains 3224 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18354 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 13334 members 
Mstep: Class 31 contains 8518 members 
Mstep: Class 32 contains 5672 members 
Mstep: Class 33 contains 11882 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6280 members 
Mstep: Class 37 contains 31067 members 
Mstep: Class 38 contains 13715 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910016.000000 Penalty: 140607.781250
Iteration 103Q: 42 clusters Score -1.1091e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 8119 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15466 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6517 members 
Mstep: Class 11 contains 109405 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107863 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 39748 members 
Mstep: Class 18 contains 67512 members 
Mstep: Class 19 contains 17243 members 
Mstep: Class 20 contains 1883 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341815 members 
Mstep: Class 23 contains 21588 members 
Mstep: Class 24 contains 31253 members 
Mstep: Class 25 contains 3223 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18366 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5672 members 
Mstep: Class 33 contains 11882 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 31073 members 
Mstep: Class 38 contains 13723 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2624 members 
Mstep: Class 41 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910008.000000 Penalty: 140607.781250
Iteration 104Q: 42 clusters Score -1.1091e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15461 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 571 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6514 members 
Mstep: Class 11 contains 109398 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107794 members 
Mstep: Class 14 contains 46761 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 39747 members 
Mstep: Class 18 contains 67469 members 
Mstep: Class 19 contains 17227 members 
Mstep: Class 20 contains 1889 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341896 members 
Mstep: Class 23 contains 21583 members 
Mstep: Class 24 contains 31255 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18385 members 
Mstep: Class 29 contains 1956 members 
Mstep: Class 30 contains 13328 members 
Mstep: Class 31 contains 8518 members 
Mstep: Class 32 contains 5672 members 
Mstep: Class 33 contains 11882 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6304 members 
Mstep: Class 37 contains 31080 members 
Mstep: Class 38 contains 13732 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909944.000000 Penalty: 140607.781250
Iteration 105Q: 42 clusters Score -1.109099e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15460 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 574 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 6510 members 
Mstep: Class 11 contains 109392 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107725 members 
Mstep: Class 14 contains 46762 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 39735 members 
Mstep: Class 18 contains 67433 members 
Mstep: Class 19 contains 17219 members 
Mstep: Class 20 contains 1894 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 341966 members 
Mstep: Class 23 contains 21578 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 1478 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18403 members 
Mstep: Class 29 contains 1950 members 
Mstep: Class 30 contains 13327 members 
Mstep: Class 31 contains 8518 members 
Mstep: Class 32 contains 5671 members 
Mstep: Class 33 contains 11880 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6312 members 
Mstep: Class 37 contains 31088 members 
Mstep: Class 38 contains 13743 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2652 members 
Mstep: Class 41 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910152.000000 Penalty: 140607.781250
Iteration 106Q: 42 clusters Score -1.109102e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15458 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 6510 members 
Mstep: Class 11 contains 109383 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107652 members 
Mstep: Class 14 contains 46760 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 1262 members 
Mstep: Class 17 contains 39717 members 
Mstep: Class 18 contains 67412 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 342029 members 
Mstep: Class 23 contains 21579 members 
Mstep: Class 24 contains 31254 members 
Mstep: Class 25 contains 3213 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18419 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 13327 members 
Mstep: Class 31 contains 8518 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6320 members 
Mstep: Class 37 contains 31088 members 
Mstep: Class 38 contains 13748 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 4822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910024.000000 Penalty: 140607.781250
Iteration 107Q: 42 clusters Score -1.1091e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15454 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 109373 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107589 members 
Mstep: Class 14 contains 46757 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 39708 members 
Mstep: Class 18 contains 67386 members 
Mstep: Class 19 contains 17208 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 342088 members 
Mstep: Class 23 contains 21579 members 
Mstep: Class 24 contains 31254 members 
Mstep: Class 25 contains 3213 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18430 members 
Mstep: Class 29 contains 1943 members 
Mstep: Class 30 contains 13325 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11879 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 31086 members 
Mstep: Class 38 contains 13755 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2677 members 
Mstep: Class 41 contains 4823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909992.000000 Penalty: 140607.781250
Iteration 108Q: 42 clusters Score -1.1091e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15453 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 109366 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107522 members 
Mstep: Class 14 contains 46754 members 
Mstep: Class 15 contains 14277 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 67364 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 342147 members 
Mstep: Class 23 contains 21582 members 
Mstep: Class 24 contains 31256 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 1536 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18439 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 13324 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 31090 members 
Mstep: Class 38 contains 13765 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2690 members 
Mstep: Class 41 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909872.000000 Penalty: 140607.781250
Iteration 109Q: 42 clusters Score -1.109099e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15452 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 109364 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107463 members 
Mstep: Class 14 contains 46750 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 39680 members 
Mstep: Class 18 contains 67339 members 
Mstep: Class 19 contains 17193 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 342211 members 
Mstep: Class 23 contains 21582 members 
Mstep: Class 24 contains 31257 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 1554 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18444 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 13324 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 31097 members 
Mstep: Class 38 contains 13768 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2702 members 
Mstep: Class 41 contains 4825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909880.000000 Penalty: 140607.781250
Iteration 110Q: 42 clusters Score -1.109099e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15451 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6507 members 
Mstep: Class 11 contains 109358 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107415 members 
Mstep: Class 14 contains 46748 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 39674 members 
Mstep: Class 18 contains 67323 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 342232 members 
Mstep: Class 23 contains 21582 members 
Mstep: Class 24 contains 31254 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18448 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 13324 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 31117 members 
Mstep: Class 38 contains 13776 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2711 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910080.000000 Penalty: 140607.781250
Iteration 111Q: 42 clusters Score -1.109101e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 109355 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107369 members 
Mstep: Class 14 contains 46745 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 39674 members 
Mstep: Class 18 contains 67310 members 
Mstep: Class 19 contains 17186 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 342274 members 
Mstep: Class 23 contains 21582 members 
Mstep: Class 24 contains 31253 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18451 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 13325 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 31118 members 
Mstep: Class 38 contains 13780 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910104.000000 Penalty: 140607.781250
Iteration 112Q: 42 clusters Score -1.109101e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15444 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6504 members 
Mstep: Class 11 contains 109353 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107320 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 39677 members 
Mstep: Class 18 contains 67289 members 
Mstep: Class 19 contains 17182 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 342317 members 
Mstep: Class 23 contains 21581 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 13325 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6354 members 
Mstep: Class 37 contains 31119 members 
Mstep: Class 38 contains 13784 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2733 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910120.000000 Penalty: 140607.781250
Iteration 113Q: 42 clusters Score -1.109101e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15441 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 6500 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107275 members 
Mstep: Class 14 contains 46745 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39681 members 
Mstep: Class 18 contains 67259 members 
Mstep: Class 19 contains 17180 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 342356 members 
Mstep: Class 23 contains 21582 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3200 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18458 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31122 members 
Mstep: Class 38 contains 13789 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2747 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910120.000000 Penalty: 140607.781250
Iteration 114Q: 42 clusters Score -1.109101e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15439 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107243 members 
Mstep: Class 14 contains 46748 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39675 members 
Mstep: Class 18 contains 67225 members 
Mstep: Class 19 contains 17177 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 342406 members 
Mstep: Class 23 contains 21584 members 
Mstep: Class 24 contains 31249 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 1913 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31126 members 
Mstep: Class 38 contains 13794 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2750 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910136.000000 Penalty: 140607.781250
Iteration 115Q: 42 clusters Score -1.109101e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15437 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107219 members 
Mstep: Class 14 contains 46744 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 17175 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 342443 members 
Mstep: Class 23 contains 21583 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 1907 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31126 members 
Mstep: Class 38 contains 13799 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2754 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910056.000000 Penalty: 140607.781250
Iteration 116Q: 42 clusters Score -1.109101e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15436 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 109357 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107201 members 
Mstep: Class 14 contains 46743 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39662 members 
Mstep: Class 18 contains 67173 members 
Mstep: Class 19 contains 17172 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 342474 members 
Mstep: Class 23 contains 21582 members 
Mstep: Class 24 contains 31249 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 1901 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31127 members 
Mstep: Class 38 contains 13801 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2763 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910080.000000 Penalty: 140607.781250
Iteration 117Q: 42 clusters Score -1.109101e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15436 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7607 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 6492 members 
Mstep: Class 11 contains 109357 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107189 members 
Mstep: Class 14 contains 46737 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39657 members 
Mstep: Class 18 contains 67146 members 
Mstep: Class 19 contains 17172 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 342495 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31243 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 1687 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5670 members 
Mstep: Class 33 contains 11879 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31132 members 
Mstep: Class 38 contains 13804 members 
Mstep: Class 39 contains 2554 members 
Mstep: Class 40 contains 2774 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910056.000000 Penalty: 140607.781250
Iteration 118Q: 42 clusters Score -1.109101e+08 nChanged 154
Entering ConstructFrom: 
Score: -110910056.000000 Penalty: 140607.781250
Entering ConstructFrom: 
Trying to split cluster 1 (32798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Entering Unmasked Estep 
Score: -3754249.500000 Penalty: 2578.734375
	Iteration 0F: 2 clusters Score -3754250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3731737.500000 Penalty: 5157.468750
	Iteration 0F: 3 clusters Score -3731738 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3739936.250000 Penalty: 5157.468750
	Iteration 1F: 3 clusters Score -3739936 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3740431.500000 Penalty: 5157.468750
	Iteration 2Q: 3 clusters Score -3740432 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3740901.000000 Penalty: 5157.468750
	Iteration 3Q: 3 clusters Score -3740901 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3741360.500000 Penalty: 5157.468750
	Iteration 4Q: 3 clusters Score -3741360 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3741900.750000 Penalty: 5157.468750
	Iteration 5Q: 3 clusters Score -3741901 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3742547.250000 Penalty: 5157.468750
	Iteration 6Q: 3 clusters Score -3742547 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3743255.500000 Penalty: 5157.468750
	Iteration 7Q: 3 clusters Score -3743256 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3744055.000000 Penalty: 5157.468750
	Iteration 8Q: 3 clusters Score -3744055 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3744946.500000 Penalty: 5157.468750
	Iteration 9Q: 3 clusters Score -3744946 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3745857.500000 Penalty: 5157.468750
	Iteration 10Q: 3 clusters Score -3745858 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3746679.750000 Penalty: 5157.468750
	Iteration 11Q: 3 clusters Score -3746680 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3747242.750000 Penalty: 5157.468750
	Iteration 12Q: 3 clusters Score -3747243 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3747591.250000 Penalty: 5157.468750
	Iteration 13Q: 3 clusters Score -3747591 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3747795.250000 Penalty: 5157.468750
	Iteration 14Q: 3 clusters Score -3747795 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3747928.500000 Penalty: 5157.468750
	Iteration 15Q: 3 clusters Score -3747928 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3747990.500000 Penalty: 5157.468750
	Iteration 16Q: 3 clusters Score -3747990 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3748053.000000 Penalty: 5157.468750
	Iteration 17Q: 3 clusters Score -3748053 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3748106.250000 Penalty: 5157.468750
	Iteration 18Q: 3 clusters Score -3748106 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3748169.750000 Penalty: 5157.468750
	Iteration 19Q: 3 clusters Score -3748170 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3748228.250000 Penalty: 5157.468750
	Iteration 20F: 3 clusters Score -3748228 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3748302.000000 Penalty: 5157.468750
	Iteration 21Q: 3 clusters Score -3748302 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3748370.000000 Penalty: 5157.468750
	Iteration 22Q: 3 clusters Score -3748370 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3748394.250000 Penalty: 5157.468750
	Iteration 23Q: 3 clusters Score -3748394 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3748438.250000 Penalty: 5157.468750
	Iteration 24Q: 3 clusters Score -3748438 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3748496.750000 Penalty: 5157.468750
	Iteration 25Q: 3 clusters Score -3748497 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3748539.250000 Penalty: 5157.468750
	Iteration 26Q: 3 clusters Score -3748539 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3748562.500000 Penalty: 5157.468750
	Iteration 27Q: 3 clusters Score -3748562 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3748622.750000 Penalty: 5157.468750
	Iteration 28Q: 3 clusters Score -3748623 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3748684.250000 Penalty: 5157.468750
	Iteration 29Q: 3 clusters Score -3748684 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3748768.750000 Penalty: 5157.468750
	Iteration 30Q: 3 clusters Score -3748769 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3748875.750000 Penalty: 5157.468750
	Iteration 31Q: 3 clusters Score -3748876 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3748980.000000 Penalty: 5157.468750
	Iteration 32Q: 3 clusters Score -3748980 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3749146.750000 Penalty: 5157.468750
	Iteration 33Q: 3 clusters Score -3749147 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3749362.750000 Penalty: 5157.468750
	Iteration 34Q: 3 clusters Score -3749363 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3749637.500000 Penalty: 5157.468750
	Iteration 35Q: 3 clusters Score -3749638 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3749991.500000 Penalty: 5157.468750
	Iteration 36Q: 3 clusters Score -3749992 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3750425.750000 Penalty: 5157.468750
	Iteration 37Q: 3 clusters Score -3750426 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3750870.500000 Penalty: 5157.468750
	Iteration 38Q: 3 clusters Score -3750870 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3751396.250000 Penalty: 5157.468750
	Iteration 39Q: 3 clusters Score -3751396 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3751887.500000 Penalty: 5157.468750
	Iteration 40F: 3 clusters Score -3751888 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3752448.750000 Penalty: 5157.468750
	Iteration 41Q: 3 clusters Score -3752449 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3753025.500000 Penalty: 5157.468750
	Iteration 42Q: 3 clusters Score -3753026 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3753449.750000 Penalty: 5157.468750
	Iteration 43Q: 3 clusters Score -3753450 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3753795.000000 Penalty: 5157.468750
	Iteration 44Q: 3 clusters Score -3753795 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3754046.500000 Penalty: 5157.468750
	Iteration 45Q: 3 clusters Score -3754046 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3754216.250000 Penalty: 5157.468750
	Iteration 46Q: 3 clusters Score -3754216 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3754337.750000 Penalty: 5157.468750
	Iteration 47Q: 3 clusters Score -3754338 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3754444.750000 Penalty: 5157.468750
	Iteration 48Q: 3 clusters Score -3754445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3754520.500000 Penalty: 5157.468750
	Iteration 49Q: 3 clusters Score -3754520 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3754568.000000 Penalty: 5157.468750
	Iteration 50Q: 3 clusters Score -3754568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3754594.750000 Penalty: 5157.468750
	Iteration 51Q: 3 clusters Score -3754595 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3754602.750000 Penalty: 5157.468750
	Iteration 52Q: 3 clusters Score -3754603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3754626.500000 Penalty: 5157.468750
	Iteration 53Q: 3 clusters Score -3754626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3754642.250000 Penalty: 5157.468750
	Iteration 54Q: 3 clusters Score -3754642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3754647.000000 Penalty: 5157.468750
	Iteration 55Q: 3 clusters Score -3754647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3754655.000000 Penalty: 5157.468750
	Iteration 56Q: 3 clusters Score -3754655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3754667.500000 Penalty: 5157.468750
	Iteration 57Q: 3 clusters Score -3754668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3754673.000000 Penalty: 5157.468750
	Iteration 58Q: 3 clusters Score -3754673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3754669.250000 Penalty: 5157.468750
	Iteration 59Q: 3 clusters Score -3754669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3754673.500000 Penalty: 5157.468750
	Iteration 60F: 3 clusters Score -3754674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3754686.750000 Penalty: 5157.468750
	Iteration 61Q: 3 clusters Score -3754687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3754697.500000 Penalty: 5157.468750
	Iteration 62Q: 3 clusters Score -3754698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3754695.000000 Penalty: 5157.468750
	Iteration 63Q: 3 clusters Score -3754695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3754706.750000 Penalty: 5157.468750
	Iteration 64Q: 3 clusters Score -3754707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3754704.250000 Penalty: 5157.468750
	Iteration 65Q: 3 clusters Score -3754704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3754701.750000 Penalty: 5157.468750
	Iteration 66Q: 3 clusters Score -3754702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3754709.000000 Penalty: 5157.468750
	Iteration 67Q: 3 clusters Score -3754709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3754707.500000 Penalty: 5157.468750
	Iteration 68Q: 3 clusters Score -3754708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3754716.250000 Penalty: 5157.468750
	Iteration 69Q: 3 clusters Score -3754716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3754713.750000 Penalty: 5157.468750
	Iteration 70Q: 3 clusters Score -3754714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3754711.750000 Penalty: 5157.468750
	Iteration 71Q: 3 clusters Score -3754712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3754711.000000 Penalty: 5157.468750
	Iteration 72Q: 3 clusters Score -3754711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3754711.000000 Penalty: 5157.468750
	Iteration 73F: 3 clusters Score -3754711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 342523 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 18283 members 
Entering Unmasked Estep 
Score: -110909264.000000 Penalty: 144037.250000
Splitting cluster 1 changes total score from -110910056.000000 to -110909264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Entering Unmasked Estep 
Score: -902012.937500 Penalty: 2232.700195
	Iteration 0F: 2 clusters Score -902012.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -895459.000000 Penalty: 4465.400391
	Iteration 0F: 3 clusters Score -895459 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -897194.812500 Penalty: 4465.400391
	Iteration 1F: 3 clusters Score -897194.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -897516.875000 Penalty: 4465.400391
	Iteration 2F: 3 clusters Score -897516.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -897821.250000 Penalty: 4465.400391
	Iteration 3F: 3 clusters Score -897821.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -898079.187500 Penalty: 4465.400391
	Iteration 4F: 3 clusters Score -898079.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -898298.562500 Penalty: 4465.400391
	Iteration 5Q: 3 clusters Score -898298.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -898512.437500 Penalty: 4465.400391
	Iteration 6Q: 3 clusters Score -898512.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -898702.562500 Penalty: 4465.400391
	Iteration 7Q: 3 clusters Score -898702.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -898890.750000 Penalty: 4465.400391
	Iteration 8Q: 3 clusters Score -898890.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -899081.562500 Penalty: 4465.400391
	Iteration 9Q: 3 clusters Score -899081.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -899280.875000 Penalty: 4465.400391
	Iteration 10Q: 3 clusters Score -899280.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -899446.062500 Penalty: 4465.400391
	Iteration 11Q: 3 clusters Score -899446.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -899588.812500 Penalty: 4465.400391
	Iteration 12Q: 3 clusters Score -899588.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -899705.687500 Penalty: 4465.400391
	Iteration 13Q: 3 clusters Score -899705.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -899807.125000 Penalty: 4465.400391
	Iteration 14Q: 3 clusters Score -899807.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -899902.187500 Penalty: 4465.400391
	Iteration 15Q: 3 clusters Score -899902.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -899980.562500 Penalty: 4465.400391
	Iteration 16Q: 3 clusters Score -899980.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -900039.500000 Penalty: 4465.400391
	Iteration 17Q: 3 clusters Score -900039.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -900089.250000 Penalty: 4465.400391
	Iteration 18Q: 3 clusters Score -900089.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -900128.875000 Penalty: 4465.400391
	Iteration 19Q: 3 clusters Score -900128.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -900166.437500 Penalty: 4465.400391
	Iteration 20F: 3 clusters Score -900166.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -900200.875000 Penalty: 4465.400391
	Iteration 21Q: 3 clusters Score -900200.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -900220.312500 Penalty: 4465.400391
	Iteration 22Q: 3 clusters Score -900220.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -900240.875000 Penalty: 4465.400391
	Iteration 23Q: 3 clusters Score -900240.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -900258.375000 Penalty: 4465.400391
	Iteration 24Q: 3 clusters Score -900258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -900268.687500 Penalty: 4465.400391
	Iteration 25Q: 3 clusters Score -900268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -900276.562500 Penalty: 4465.400391
	Iteration 26Q: 3 clusters Score -900276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -900283.500000 Penalty: 4465.400391
	Iteration 27Q: 3 clusters Score -900283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -900285.437500 Penalty: 4465.400391
	Iteration 28Q: 3 clusters Score -900285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -900285.750000 Penalty: 4465.400391
	Iteration 29Q: 3 clusters Score -900285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -900287.562500 Penalty: 4465.400391
	Iteration 30Q: 3 clusters Score -900287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -900288.812500 Penalty: 4465.400391
	Iteration 31Q: 3 clusters Score -900288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -900287.812500 Penalty: 4465.400391
	Iteration 32Q: 3 clusters Score -900287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -900289.250000 Penalty: 4465.400391
	Iteration 33Q: 3 clusters Score -900289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -900290.687500 Penalty: 4465.400391
	Iteration 34Q: 3 clusters Score -900290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -900290.312500 Penalty: 4465.400391
	Iteration 35Q: 3 clusters Score -900290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -900289.687500 Penalty: 4465.400391
	Iteration 36Q: 3 clusters Score -900289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -900289.500000 Penalty: 4465.400391
	Iteration 37Q: 3 clusters Score -900289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -900291.562500 Penalty: 4465.400391
	Iteration 38Q: 3 clusters Score -900291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -900293.687500 Penalty: 4465.400391
	Iteration 39Q: 3 clusters Score -900293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -900293.500000 Penalty: 4465.400391
	Iteration 40F: 3 clusters Score -900293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -900293.875000 Penalty: 4465.400391
	Iteration 41Q: 3 clusters Score -900293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -900293.625000 Penalty: 4465.400391
	Iteration 42Q: 3 clusters Score -900293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -900295.062500 Penalty: 4465.400391
	Iteration 43Q: 3 clusters Score -900295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -900296.187500 Penalty: 4465.400391
	Iteration 44Q: 3 clusters Score -900296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -900297.062500 Penalty: 4465.400391
	Iteration 45Q: 3 clusters Score -900297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -900297.812500 Penalty: 4465.400391
	Iteration 46Q: 3 clusters Score -900297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -900297.812500 Penalty: 4465.400391
	Iteration 47F: 3 clusters Score -900297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -54491.363281 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -54491.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53007.046875 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -53007.05 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53191.968750 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -53191.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53279.539062 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -53279.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53351.140625 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -53351.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53377.687500 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -53377.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53400.792969 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -53400.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53442.277344 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -53442.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53471.375000 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -53471.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53491.730469 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -53491.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53495.457031 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -53495.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53497.039062 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -53497.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53497.039062 Penalty: 3119.698975
	Iteration 11F: 3 clusters Score -53497.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -129606.859375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -129606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127515.609375 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -127515.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127840.804688 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -127840.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127935.445312 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -127935.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127984.578125 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -127984.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128012.460938 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -128012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128031.023438 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -128031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -128045.023438 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -128045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -128058.148438 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -128058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128064.023438 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -128064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128066.546875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -128066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128067.437500 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -128067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128067.945312 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -128067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128069.960938 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -128070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -128071.546875 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -128071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -128071.546875 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -128071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Entering Unmasked Estep 
Score: -1713698.375000 Penalty: 2391.761230
	Iteration 0F: 2 clusters Score -1713698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1702519.000000 Penalty: 4783.522461
	Iteration 0F: 3 clusters Score -1702519 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1706208.125000 Penalty: 4783.522461
	Iteration 1F: 3 clusters Score -1706208 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1706682.500000 Penalty: 4783.522461
	Iteration 2F: 3 clusters Score -1706682 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1707220.625000 Penalty: 4783.522461
	Iteration 3F: 3 clusters Score -1707221 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1707969.125000 Penalty: 4783.522461
	Iteration 4F: 3 clusters Score -1707969 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1708950.750000 Penalty: 4783.522461
	Iteration 5F: 3 clusters Score -1708951 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1709920.750000 Penalty: 4783.522461
	Iteration 6F: 3 clusters Score -1709921 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1710691.000000 Penalty: 4783.522461
	Iteration 7F: 3 clusters Score -1710691 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1711184.000000 Penalty: 4783.522461
	Iteration 8Q: 3 clusters Score -1711184 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1711590.875000 Penalty: 4783.522461
	Iteration 9Q: 3 clusters Score -1711591 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1711944.750000 Penalty: 4783.522461
	Iteration 10Q: 3 clusters Score -1711945 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1712245.125000 Penalty: 4783.522461
	Iteration 11Q: 3 clusters Score -1712245 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1712483.000000 Penalty: 4783.522461
	Iteration 12Q: 3 clusters Score -1712483 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1712609.000000 Penalty: 4783.522461
	Iteration 13Q: 3 clusters Score -1712609 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1712665.500000 Penalty: 4783.522461
	Iteration 14Q: 3 clusters Score -1712666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1712707.750000 Penalty: 4783.522461
	Iteration 15Q: 3 clusters Score -1712708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1712737.250000 Penalty: 4783.522461
	Iteration 16Q: 3 clusters Score -1712737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1712754.500000 Penalty: 4783.522461
	Iteration 17Q: 3 clusters Score -1712754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1712760.625000 Penalty: 4783.522461
	Iteration 18Q: 3 clusters Score -1712761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1712760.625000 Penalty: 4783.522461
	Iteration 19Q: 3 clusters Score -1712761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1712762.250000 Penalty: 4783.522461
	Iteration 20F: 3 clusters Score -1712762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1712761.750000 Penalty: 4783.522461
	Iteration 21Q: 3 clusters Score -1712762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1712762.375000 Penalty: 4783.522461
	Iteration 22Q: 3 clusters Score -1712762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1712764.125000 Penalty: 4783.522461
	Iteration 23Q: 3 clusters Score -1712764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1712763.875000 Penalty: 4783.522461
	Iteration 24Q: 3 clusters Score -1712764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1712763.875000 Penalty: 4783.522461
	Iteration 25F: 3 clusters Score -1712764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -146057.500000 Penalty: 1800.260864
	Iteration 0F: 2 clusters Score -146057.5 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 749 members 
Entering Unmasked Estep 
Score: -143833.640625 Penalty: 3600.521729
	Iteration 0F: 3 clusters Score -143833.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -144267.843750 Penalty: 3600.521729
	Iteration 1F: 3 clusters Score -144267.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -144399.500000 Penalty: 3600.521729
	Iteration 2F: 3 clusters Score -144399.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -144455.734375 Penalty: 3600.521729
	Iteration 3Q: 3 clusters Score -144455.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144478.625000 Penalty: 3600.521729
	Iteration 4Q: 3 clusters Score -144478.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -144497.703125 Penalty: 3600.521729
	Iteration 5Q: 3 clusters Score -144497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144509.625000 Penalty: 3600.521729
	Iteration 6Q: 3 clusters Score -144509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144516.640625 Penalty: 3600.521729
	Iteration 7Q: 3 clusters Score -144516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144523.765625 Penalty: 3600.521729
	Iteration 8Q: 3 clusters Score -144523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -144529.312500 Penalty: 3600.521729
	Iteration 9Q: 3 clusters Score -144529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -144538.484375 Penalty: 3600.521729
	Iteration 10Q: 3 clusters Score -144538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -144544.234375 Penalty: 3600.521729
	Iteration 11Q: 3 clusters Score -144544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -144548.750000 Penalty: 3600.521729
	Iteration 12Q: 3 clusters Score -144548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144552.187500 Penalty: 3600.521729
	Iteration 13Q: 3 clusters Score -144552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -144552.640625 Penalty: 3600.521729
	Iteration 14Q: 3 clusters Score -144552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -144552.875000 Penalty: 3600.521729
	Iteration 15Q: 3 clusters Score -144552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -144553.734375 Penalty: 3600.521729
	Iteration 16Q: 3 clusters Score -144553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144555.156250 Penalty: 3600.521729
	Iteration 17Q: 3 clusters Score -144555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -144560.828125 Penalty: 3600.521729
	Iteration 18Q: 3 clusters Score -144560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -144565.218750 Penalty: 3600.521729
	Iteration 19Q: 3 clusters Score -144565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144568.078125 Penalty: 3600.521729
	Iteration 20F: 3 clusters Score -144568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -144574.593750 Penalty: 3600.521729
	Iteration 21Q: 3 clusters Score -144574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144577.218750 Penalty: 3600.521729
	Iteration 22Q: 3 clusters Score -144577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -144578.453125 Penalty: 3600.521729
	Iteration 23Q: 3 clusters Score -144578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144580.421875 Penalty: 3600.521729
	Iteration 24Q: 3 clusters Score -144580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144584.421875 Penalty: 3600.521729
	Iteration 25Q: 3 clusters Score -144584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144586.546875 Penalty: 3600.521729
	Iteration 26Q: 3 clusters Score -144586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144587.296875 Penalty: 3600.521729
	Iteration 27Q: 3 clusters Score -144587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144589.859375 Penalty: 3600.521729
	Iteration 28Q: 3 clusters Score -144589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144592.640625 Penalty: 3600.521729
	Iteration 29Q: 3 clusters Score -144592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144597.375000 Penalty: 3600.521729
	Iteration 30Q: 3 clusters Score -144597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -144599.296875 Penalty: 3600.521729
	Iteration 31Q: 3 clusters Score -144599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144600.609375 Penalty: 3600.521729
	Iteration 32Q: 3 clusters Score -144600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -144601.453125 Penalty: 3600.521729
	Iteration 33Q: 3 clusters Score -144601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -144602.281250 Penalty: 3600.521729
	Iteration 34Q: 3 clusters Score -144602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -144602.515625 Penalty: 3600.521729
	Iteration 35Q: 3 clusters Score -144602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -144604.000000 Penalty: 3600.521729
	Iteration 36Q: 3 clusters Score -144604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -144605.968750 Penalty: 3600.521729
	Iteration 37Q: 3 clusters Score -144606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144606.796875 Penalty: 3600.521729
	Iteration 38Q: 3 clusters Score -144606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -144608.437500 Penalty: 3600.521729
	Iteration 39Q: 3 clusters Score -144608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144611.562500 Penalty: 3600.521729
	Iteration 40F: 3 clusters Score -144611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144614.328125 Penalty: 3600.521729
	Iteration 41Q: 3 clusters Score -144614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -144614.750000 Penalty: 3600.521729
	Iteration 42Q: 3 clusters Score -144614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -144615.875000 Penalty: 3600.521729
	Iteration 43Q: 3 clusters Score -144615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -144616.281250 Penalty: 3600.521729
	Iteration 44Q: 3 clusters Score -144616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -144616.281250 Penalty: 3600.521729
	Iteration 45F: 3 clusters Score -144616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -45513.691406 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -45513.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44065.203125 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -44065.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44941.207031 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -44941.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45458.914062 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -45458.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45821.070312 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -45821.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45888.117188 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -45888.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45946.082031 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -45946.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45984.804688 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -45984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46020.636719 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -46020.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46066.949219 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -46066.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46107.484375 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -46107.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46120.246094 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -46120.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46155.632812 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -46155.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46236.066406 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -46236.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46346.187500 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -46346.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46453.457031 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -46453.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46505.355469 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -46505.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46569.167969 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -46569.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46569.167969 Penalty: 3156.062012
	Iteration 17F: 3 clusters Score -46569.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 342523 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 308 members 
Entering Unmasked Estep 
Score: -110909168.000000 Penalty: 144037.250000
Splitting cluster 7 changes total score from -110910056.000000 to -110909168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -825270.250000 Penalty: 2216.299561
	Iteration 0F: 2 clusters Score -825270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -819215.437500 Penalty: 4432.599121
	Iteration 0F: 3 clusters Score -819215.4 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -821056.687500 Penalty: 4432.599121
	Iteration 1F: 3 clusters Score -821056.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -821581.187500 Penalty: 4432.599121
	Iteration 2F: 3 clusters Score -821581.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -822092.375000 Penalty: 4432.599121
	Iteration 3F: 3 clusters Score -822092.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -822601.562500 Penalty: 4432.599121
	Iteration 4F: 3 clusters Score -822601.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -823062.250000 Penalty: 4432.599121
	Iteration 5F: 3 clusters Score -823062.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -823373.875000 Penalty: 4432.599121
	Iteration 6F: 3 clusters Score -823373.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -823591.625000 Penalty: 4432.599121
	Iteration 7Q: 3 clusters Score -823591.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -823736.125000 Penalty: 4432.599121
	Iteration 8Q: 3 clusters Score -823736.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -823828.812500 Penalty: 4432.599121
	Iteration 9Q: 3 clusters Score -823828.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -823894.375000 Penalty: 4432.599121
	Iteration 10Q: 3 clusters Score -823894.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -823927.000000 Penalty: 4432.599121
	Iteration 11Q: 3 clusters Score -823927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -823947.000000 Penalty: 4432.599121
	Iteration 12Q: 3 clusters Score -823947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -823966.500000 Penalty: 4432.599121
	Iteration 13Q: 3 clusters Score -823966.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -823986.375000 Penalty: 4432.599121
	Iteration 14Q: 3 clusters Score -823986.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -823991.437500 Penalty: 4432.599121
	Iteration 15Q: 3 clusters Score -823991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -823998.687500 Penalty: 4432.599121
	Iteration 16Q: 3 clusters Score -823998.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -824001.062500 Penalty: 4432.599121
	Iteration 17Q: 3 clusters Score -824001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -824003.375000 Penalty: 4432.599121
	Iteration 18Q: 3 clusters Score -824003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -824004.437500 Penalty: 4432.599121
	Iteration 19Q: 3 clusters Score -824004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -824005.375000 Penalty: 4432.599121
	Iteration 20F: 3 clusters Score -824005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -824004.875000 Penalty: 4432.599121
	Iteration 21Q: 3 clusters Score -824004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -824004.875000 Penalty: 4432.599121
	Iteration 22F: 3 clusters Score -824004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -608457.312500 Penalty: 2161.538330
	Iteration 0F: 2 clusters Score -608457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -603264.750000 Penalty: 4323.076660
	Iteration 0F: 3 clusters Score -603264.8 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -604799.875000 Penalty: 4323.076660
	Iteration 1F: 3 clusters Score -604799.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -605246.062500 Penalty: 4323.076660
	Iteration 2F: 3 clusters Score -605246.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -605558.625000 Penalty: 4323.076660
	Iteration 3F: 3 clusters Score -605558.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -605784.437500 Penalty: 4323.076660
	Iteration 4F: 3 clusters Score -605784.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -605987.937500 Penalty: 4323.076660
	Iteration 5Q: 3 clusters Score -605987.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -606150.812500 Penalty: 4323.076660
	Iteration 6Q: 3 clusters Score -606150.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -606272.500000 Penalty: 4323.076660
	Iteration 7Q: 3 clusters Score -606272.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -606378.500000 Penalty: 4323.076660
	Iteration 8Q: 3 clusters Score -606378.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -606450.500000 Penalty: 4323.076660
	Iteration 9Q: 3 clusters Score -606450.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -606513.187500 Penalty: 4323.076660
	Iteration 10Q: 3 clusters Score -606513.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -606562.937500 Penalty: 4323.076660
	Iteration 11Q: 3 clusters Score -606562.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -606606.312500 Penalty: 4323.076660
	Iteration 12Q: 3 clusters Score -606606.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -606633.375000 Penalty: 4323.076660
	Iteration 13Q: 3 clusters Score -606633.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -606654.687500 Penalty: 4323.076660
	Iteration 14Q: 3 clusters Score -606654.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -606672.250000 Penalty: 4323.076660
	Iteration 15Q: 3 clusters Score -606672.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -606693.750000 Penalty: 4323.076660
	Iteration 16Q: 3 clusters Score -606693.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -606711.125000 Penalty: 4323.076660
	Iteration 17Q: 3 clusters Score -606711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -606726.125000 Penalty: 4323.076660
	Iteration 18Q: 3 clusters Score -606726.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -606739.625000 Penalty: 4323.076660
	Iteration 19Q: 3 clusters Score -606739.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -606755.187500 Penalty: 4323.076660
	Iteration 20F: 3 clusters Score -606755.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -606774.562500 Penalty: 4323.076660
	Iteration 21Q: 3 clusters Score -606774.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -606791.125000 Penalty: 4323.076660
	Iteration 22Q: 3 clusters Score -606791.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -606801.062500 Penalty: 4323.076660
	Iteration 23Q: 3 clusters Score -606801.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -606817.937500 Penalty: 4323.076660
	Iteration 24Q: 3 clusters Score -606817.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -606832.812500 Penalty: 4323.076660
	Iteration 25Q: 3 clusters Score -606832.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -606851.812500 Penalty: 4323.076660
	Iteration 26Q: 3 clusters Score -606851.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -606868.250000 Penalty: 4323.076660
	Iteration 27Q: 3 clusters Score -606868.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -606892.937500 Penalty: 4323.076660
	Iteration 28Q: 3 clusters Score -606892.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606920.437500 Penalty: 4323.076660
	Iteration 29Q: 3 clusters Score -606920.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -606951.500000 Penalty: 4323.076660
	Iteration 30Q: 3 clusters Score -606951.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -606985.437500 Penalty: 4323.076660
	Iteration 31Q: 3 clusters Score -606985.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -607026.625000 Penalty: 4323.076660
	Iteration 32Q: 3 clusters Score -607026.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -607067.312500 Penalty: 4323.076660
	Iteration 33Q: 3 clusters Score -607067.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -607104.375000 Penalty: 4323.076660
	Iteration 34Q: 3 clusters Score -607104.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -607152.937500 Penalty: 4323.076660
	Iteration 35Q: 3 clusters Score -607152.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -607218.250000 Penalty: 4323.076660
	Iteration 36Q: 3 clusters Score -607218.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -607269.000000 Penalty: 4323.076660
	Iteration 37Q: 3 clusters Score -607269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -607305.937500 Penalty: 4323.076660
	Iteration 38Q: 3 clusters Score -607305.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -607329.062500 Penalty: 4323.076660
	Iteration 39Q: 3 clusters Score -607329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -607344.375000 Penalty: 4323.076660
	Iteration 40F: 3 clusters Score -607344.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -607357.937500 Penalty: 4323.076660
	Iteration 41Q: 3 clusters Score -607357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -607370.625000 Penalty: 4323.076660
	Iteration 42Q: 3 clusters Score -607370.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -607378.937500 Penalty: 4323.076660
	Iteration 43Q: 3 clusters Score -607378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -607385.375000 Penalty: 4323.076660
	Iteration 44Q: 3 clusters Score -607385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -607394.625000 Penalty: 4323.076660
	Iteration 45Q: 3 clusters Score -607394.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -607400.125000 Penalty: 4323.076660
	Iteration 46Q: 3 clusters Score -607400.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -607405.062500 Penalty: 4323.076660
	Iteration 47Q: 3 clusters Score -607405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -607411.250000 Penalty: 4323.076660
	Iteration 48Q: 3 clusters Score -607411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -607419.625000 Penalty: 4323.076660
	Iteration 49Q: 3 clusters Score -607419.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -607428.187500 Penalty: 4323.076660
	Iteration 50Q: 3 clusters Score -607428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -607432.937500 Penalty: 4323.076660
	Iteration 51Q: 3 clusters Score -607432.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -607441.187500 Penalty: 4323.076660
	Iteration 52Q: 3 clusters Score -607441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -607453.187500 Penalty: 4323.076660
	Iteration 53Q: 3 clusters Score -607453.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -607463.625000 Penalty: 4323.076660
	Iteration 54Q: 3 clusters Score -607463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -607466.062500 Penalty: 4323.076660
	Iteration 55Q: 3 clusters Score -607466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -607469.625000 Penalty: 4323.076660
	Iteration 56Q: 3 clusters Score -607469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -607472.750000 Penalty: 4323.076660
	Iteration 57Q: 3 clusters Score -607472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -607478.000000 Penalty: 4323.076660
	Iteration 58Q: 3 clusters Score -607478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -607483.375000 Penalty: 4323.076660
	Iteration 59Q: 3 clusters Score -607483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -607489.000000 Penalty: 4323.076660
	Iteration 60F: 3 clusters Score -607489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -607493.187500 Penalty: 4323.076660
	Iteration 61Q: 3 clusters Score -607493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -607494.812500 Penalty: 4323.076660
	Iteration 62Q: 3 clusters Score -607494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -607501.000000 Penalty: 4323.076660
	Iteration 63Q: 3 clusters Score -607501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -607504.750000 Penalty: 4323.076660
	Iteration 64Q: 3 clusters Score -607504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -607507.187500 Penalty: 4323.076660
	Iteration 65Q: 3 clusters Score -607507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -607510.125000 Penalty: 4323.076660
	Iteration 66Q: 3 clusters Score -607510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -607512.375000 Penalty: 4323.076660
	Iteration 67Q: 3 clusters Score -607512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -607515.312500 Penalty: 4323.076660
	Iteration 68Q: 3 clusters Score -607515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -607518.000000 Penalty: 4323.076660
	Iteration 69Q: 3 clusters Score -607518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -607519.312500 Penalty: 4323.076660
	Iteration 70Q: 3 clusters Score -607519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -607520.937500 Penalty: 4323.076660
	Iteration 71Q: 3 clusters Score -607520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -607523.312500 Penalty: 4323.076660
	Iteration 72Q: 3 clusters Score -607523.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -607524.125000 Penalty: 4323.076660
	Iteration 73Q: 3 clusters Score -607524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -607529.250000 Penalty: 4323.076660
	Iteration 74Q: 3 clusters Score -607529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -607534.812500 Penalty: 4323.076660
	Iteration 75Q: 3 clusters Score -607534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -607545.437500 Penalty: 4323.076660
	Iteration 76Q: 3 clusters Score -607545.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -607556.625000 Penalty: 4323.076660
	Iteration 77Q: 3 clusters Score -607556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -607564.562500 Penalty: 4323.076660
	Iteration 78Q: 3 clusters Score -607564.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -607577.062500 Penalty: 4323.076660
	Iteration 79Q: 3 clusters Score -607577.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -607599.687500 Penalty: 4323.076660
	Iteration 80F: 3 clusters Score -607599.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -607621.875000 Penalty: 4323.076660
	Iteration 81Q: 3 clusters Score -607621.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -607648.937500 Penalty: 4323.076660
	Iteration 82Q: 3 clusters Score -607648.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -607672.250000 Penalty: 4323.076660
	Iteration 83Q: 3 clusters Score -607672.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -607699.437500 Penalty: 4323.076660
	Iteration 84Q: 3 clusters Score -607699.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -607734.000000 Penalty: 4323.076660
	Iteration 85Q: 3 clusters Score -607734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -607762.500000 Penalty: 4323.076660
	Iteration 86Q: 3 clusters Score -607762.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -607775.937500 Penalty: 4323.076660
	Iteration 87Q: 3 clusters Score -607775.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -607786.687500 Penalty: 4323.076660
	Iteration 88Q: 3 clusters Score -607786.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -607794.000000 Penalty: 4323.076660
	Iteration 89Q: 3 clusters Score -607794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -607798.750000 Penalty: 4323.076660
	Iteration 90Q: 3 clusters Score -607798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -607800.750000 Penalty: 4323.076660
	Iteration 91Q: 3 clusters Score -607800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -607801.812500 Penalty: 4323.076660
	Iteration 92Q: 3 clusters Score -607801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -607802.437500 Penalty: 4323.076660
	Iteration 93Q: 3 clusters Score -607802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -607802.437500 Penalty: 4323.076660
	Iteration 94F: 3 clusters Score -607802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -721586.500000 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -721586.5 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 3186 members 
Entering Unmasked Estep 
Score: -716069.437500 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -716069.4 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -717515.562500 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -717515.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -717974.562500 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -717974.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -718416.375000 Penalty: 4353.896973
	Iteration 3F: 3 clusters Score -718416.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -718788.187500 Penalty: 4353.896973
	Iteration 4F: 3 clusters Score -718788.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -719095.812500 Penalty: 4353.896973
	Iteration 5F: 3 clusters Score -719095.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -719346.250000 Penalty: 4353.896973
	Iteration 6F: 3 clusters Score -719346.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -719599.187500 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -719599.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -719838.125000 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -719838.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -720058.000000 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -720058 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -720232.187500 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -720232.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -720377.125000 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -720377.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -720485.000000 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -720485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -720562.875000 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -720562.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -720628.312500 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -720628.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -720668.500000 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -720668.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -720697.000000 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -720697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -720715.062500 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -720715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -720721.875000 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -720721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -720728.687500 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -720728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -720735.062500 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -720735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -720741.000000 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -720741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -720746.187500 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -720746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -720748.687500 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -720748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -720751.875000 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -720751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -720753.000000 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -720753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -720754.375000 Penalty: 4353.896973
	Iteration 26Q: 3 clusters Score -720754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -720754.625000 Penalty: 4353.896973
	Iteration 27Q: 3 clusters Score -720754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -720756.000000 Penalty: 4353.896973
	Iteration 28Q: 3 clusters Score -720756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -720756.000000 Penalty: 4353.896973
	Iteration 29F: 3 clusters Score -720756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Entering Unmasked Estep 
Score: -12380612.000000 Penalty: 2877.386230
	Iteration 0F: 2 clusters Score -1.238061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -12307004.000000 Penalty: 5754.772461
	Iteration 0F: 3 clusters Score -1.2307e+07 nChanged 52156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -12336905.000000 Penalty: 5754.772461
	Iteration 1F: 3 clusters Score -1.23369e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -12337689.000000 Penalty: 5754.772461
	Iteration 2Q: 3 clusters Score -1.233769e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -12338407.000000 Penalty: 5754.772461
	Iteration 3Q: 3 clusters Score -1.233841e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -12339265.000000 Penalty: 5754.772461
	Iteration 4Q: 3 clusters Score -1.233926e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -12340392.000000 Penalty: 5754.772461
	Iteration 5Q: 3 clusters Score -1.234039e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -12341997.000000 Penalty: 5754.772461
	Iteration 6Q: 3 clusters Score -1.2342e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -12344611.000000 Penalty: 5754.772461
	Iteration 7Q: 3 clusters Score -1.234461e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -12348772.000000 Penalty: 5754.772461
	Iteration 8F: 3 clusters Score -1.234877e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -12355355.000000 Penalty: 5754.772461
	Iteration 9F: 3 clusters Score -1.235536e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -12363244.000000 Penalty: 5754.772461
	Iteration 10F: 3 clusters Score -1.236324e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -12370339.000000 Penalty: 5754.772461
	Iteration 11F: 3 clusters Score -1.237034e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -12374722.000000 Penalty: 5754.772461
	Iteration 12Q: 3 clusters Score -1.237472e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12376910.000000 Penalty: 5754.772461
	Iteration 13Q: 3 clusters Score -1.237691e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12377696.000000 Penalty: 5754.772461
	Iteration 14Q: 3 clusters Score -1.23777e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12377925.000000 Penalty: 5754.772461
	Iteration 15Q: 3 clusters Score -1.237792e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12378000.000000 Penalty: 5754.772461
	Iteration 16Q: 3 clusters Score -1.2378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12378064.000000 Penalty: 5754.772461
	Iteration 17Q: 3 clusters Score -1.237806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12378067.000000 Penalty: 5754.772461
	Iteration 18Q: 3 clusters Score -1.237807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12378075.000000 Penalty: 5754.772461
	Iteration 19Q: 3 clusters Score -1.237808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12378095.000000 Penalty: 5754.772461
	Iteration 20F: 3 clusters Score -1.23781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12378093.000000 Penalty: 5754.772461
	Iteration 21Q: 3 clusters Score -1.237809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12378102.000000 Penalty: 5754.772461
	Iteration 22Q: 3 clusters Score -1.23781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12378101.000000 Penalty: 5754.772461
	Iteration 23Q: 3 clusters Score -1.23781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12378107.000000 Penalty: 5754.772461
	Iteration 24Q: 3 clusters Score -1.237811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12378113.000000 Penalty: 5754.772461
	Iteration 25Q: 3 clusters Score -1.237811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12378114.000000 Penalty: 5754.772461
	Iteration 26Q: 3 clusters Score -1.237811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12378111.000000 Penalty: 5754.772461
	Iteration 27Q: 3 clusters Score -1.237811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12378120.000000 Penalty: 5754.772461
	Iteration 28Q: 3 clusters Score -1.237812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12378109.000000 Penalty: 5754.772461
	Iteration 29Q: 3 clusters Score -1.237811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12378124.000000 Penalty: 5754.772461
	Iteration 30Q: 3 clusters Score -1.237812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12378132.000000 Penalty: 5754.772461
	Iteration 31Q: 3 clusters Score -1.237813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12378139.000000 Penalty: 5754.772461
	Iteration 32Q: 3 clusters Score -1.237814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12378139.000000 Penalty: 5754.772461
	Iteration 33Q: 3 clusters Score -1.237814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12378141.000000 Penalty: 5754.772461
	Iteration 34Q: 3 clusters Score -1.237814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12378138.000000 Penalty: 5754.772461
	Iteration 35Q: 3 clusters Score -1.237814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12378138.000000 Penalty: 5754.772461
	Iteration 36F: 3 clusters Score -1.237814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -213686.468750 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -213686.5 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 994 members 
Entering Unmasked Estep 
Score: -211102.703125 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -211102.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -211546.890625 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -211546.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -211685.203125 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -211685.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -211751.546875 Penalty: 3762.802734
	Iteration 3Q: 3 clusters Score -211751.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -211794.359375 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -211794.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -211829.390625 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -211829.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -211848.640625 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -211848.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -211869.421875 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -211869.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211882.593750 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -211882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211890.171875 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -211890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -211895.484375 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -211895.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -211902.312500 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -211902.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -211912.062500 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -211912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -211914.843750 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -211914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -211917.187500 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -211917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -211920.281250 Penalty: 3762.802734
	Iteration 15Q: 3 clusters Score -211920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -211922.343750 Penalty: 3762.802734
	Iteration 16Q: 3 clusters Score -211922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -211925.765625 Penalty: 3762.802734
	Iteration 17Q: 3 clusters Score -211925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -211929.453125 Penalty: 3762.802734
	Iteration 18Q: 3 clusters Score -211929.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -211933.281250 Penalty: 3762.802734
	Iteration 19Q: 3 clusters Score -211933.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -211936.234375 Penalty: 3762.802734
	Iteration 20F: 3 clusters Score -211936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -211938.125000 Penalty: 3762.802734
	Iteration 21Q: 3 clusters Score -211938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -211938.734375 Penalty: 3762.802734
	Iteration 22Q: 3 clusters Score -211938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -211940.281250 Penalty: 3762.802734
	Iteration 23Q: 3 clusters Score -211940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -211942.859375 Penalty: 3762.802734
	Iteration 24Q: 3 clusters Score -211942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -211946.578125 Penalty: 3762.802734
	Iteration 25Q: 3 clusters Score -211946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -211948.000000 Penalty: 3762.802734
	Iteration 26Q: 3 clusters Score -211948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -211950.625000 Penalty: 3762.802734
	Iteration 27Q: 3 clusters Score -211950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -211955.562500 Penalty: 3762.802734
	Iteration 28Q: 3 clusters Score -211955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -211957.875000 Penalty: 3762.802734
	Iteration 29Q: 3 clusters Score -211957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -211961.234375 Penalty: 3762.802734
	Iteration 30Q: 3 clusters Score -211961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -211962.843750 Penalty: 3762.802734
	Iteration 31Q: 3 clusters Score -211962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -211963.000000 Penalty: 3762.802734
	Iteration 32Q: 3 clusters Score -211963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -211963.000000 Penalty: 3762.802734
	Iteration 33F: 3 clusters Score -211963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Entering Unmasked Estep 
Score: -12142373.000000 Penalty: 2872.371582
	Iteration 0F: 2 clusters Score -1.214237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -12070773.000000 Penalty: 5744.743164
	Iteration 0F: 3 clusters Score -1.207077e+07 nChanged 50679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -12099423.000000 Penalty: 5744.743164
	Iteration 1F: 3 clusters Score -1.209942e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -12100031.000000 Penalty: 5744.743164
	Iteration 2Q: 3 clusters Score -1.210003e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -12100761.000000 Penalty: 5744.743164
	Iteration 3Q: 3 clusters Score -1.210076e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -12101539.000000 Penalty: 5744.743164
	Iteration 4Q: 3 clusters Score -1.210154e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -12102348.000000 Penalty: 5744.743164
	Iteration 5Q: 3 clusters Score -1.210235e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -12103367.000000 Penalty: 5744.743164
	Iteration 6Q: 3 clusters Score -1.210337e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -12104840.000000 Penalty: 5744.743164
	Iteration 7Q: 3 clusters Score -1.210484e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -12107105.000000 Penalty: 5744.743164
	Iteration 8Q: 3 clusters Score -1.21071e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -12110529.000000 Penalty: 5744.743164
	Iteration 9F: 3 clusters Score -1.211053e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -12115421.000000 Penalty: 5744.743164
	Iteration 10F: 3 clusters Score -1.211542e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -12120905.000000 Penalty: 5744.743164
	Iteration 11F: 3 clusters Score -1.21209e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -12125641.000000 Penalty: 5744.743164
	Iteration 12F: 3 clusters Score -1.212564e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -12128460.000000 Penalty: 5744.743164
	Iteration 13Q: 3 clusters Score -1.212846e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -12130209.000000 Penalty: 5744.743164
	Iteration 14Q: 3 clusters Score -1.213021e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -12131408.000000 Penalty: 5744.743164
	Iteration 15Q: 3 clusters Score -1.213141e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -12132369.000000 Penalty: 5744.743164
	Iteration 16Q: 3 clusters Score -1.213237e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -12133302.000000 Penalty: 5744.743164
	Iteration 17Q: 3 clusters Score -1.21333e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -12134128.000000 Penalty: 5744.743164
	Iteration 18Q: 3 clusters Score -1.213413e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -12134877.000000 Penalty: 5744.743164
	Iteration 19Q: 3 clusters Score -1.213488e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -12135540.000000 Penalty: 5744.743164
	Iteration 20F: 3 clusters Score -1.213554e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -12136205.000000 Penalty: 5744.743164
	Iteration 21Q: 3 clusters Score -1.21362e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -12136812.000000 Penalty: 5744.743164
	Iteration 22Q: 3 clusters Score -1.213681e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -12137299.000000 Penalty: 5744.743164
	Iteration 23Q: 3 clusters Score -1.21373e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -12137719.000000 Penalty: 5744.743164
	Iteration 24Q: 3 clusters Score -1.213772e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -12138055.000000 Penalty: 5744.743164
	Iteration 25Q: 3 clusters Score -1.213806e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -12138305.000000 Penalty: 5744.743164
	Iteration 26Q: 3 clusters Score -1.21383e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -12138629.000000 Penalty: 5744.743164
	Iteration 27Q: 3 clusters Score -1.213863e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -12138844.000000 Penalty: 5744.743164
	Iteration 28Q: 3 clusters Score -1.213884e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -12139055.000000 Penalty: 5744.743164
	Iteration 29Q: 3 clusters Score -1.213906e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -12139257.000000 Penalty: 5744.743164
	Iteration 30Q: 3 clusters Score -1.213926e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12139371.000000 Penalty: 5744.743164
	Iteration 31Q: 3 clusters Score -1.213937e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104959 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12139492.000000 Penalty: 5744.743164
	Iteration 32Q: 3 clusters Score -1.213949e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12139618.000000 Penalty: 5744.743164
	Iteration 33Q: 3 clusters Score -1.213962e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12139655.000000 Penalty: 5744.743164
	Iteration 34Q: 3 clusters Score -1.213966e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -12139682.000000 Penalty: 5744.743164
	Iteration 35Q: 3 clusters Score -1.213968e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12139717.000000 Penalty: 5744.743164
	Iteration 36Q: 3 clusters Score -1.213972e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12139773.000000 Penalty: 5744.743164
	Iteration 37Q: 3 clusters Score -1.213977e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12139821.000000 Penalty: 5744.743164
	Iteration 38Q: 3 clusters Score -1.213982e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105809 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12139823.000000 Penalty: 5744.743164
	Iteration 39Q: 3 clusters Score -1.213982e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12139833.000000 Penalty: 5744.743164
	Iteration 40F: 3 clusters Score -1.213983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12139831.000000 Penalty: 5744.743164
	Iteration 41Q: 3 clusters Score -1.213983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12139859.000000 Penalty: 5744.743164
	Iteration 42Q: 3 clusters Score -1.213986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12139867.000000 Penalty: 5744.743164
	Iteration 43Q: 3 clusters Score -1.213987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12139871.000000 Penalty: 5744.743164
	Iteration 44Q: 3 clusters Score -1.213987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12139879.000000 Penalty: 5744.743164
	Iteration 45Q: 3 clusters Score -1.213988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12139882.000000 Penalty: 5744.743164
	Iteration 46Q: 3 clusters Score -1.213988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12139910.000000 Penalty: 5744.743164
	Iteration 47Q: 3 clusters Score -1.213991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12139925.000000 Penalty: 5744.743164
	Iteration 48Q: 3 clusters Score -1.213992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12139922.000000 Penalty: 5744.743164
	Iteration 49Q: 3 clusters Score -1.213992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12139912.000000 Penalty: 5744.743164
	Iteration 50Q: 3 clusters Score -1.213991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12139922.000000 Penalty: 5744.743164
	Iteration 51Q: 3 clusters Score -1.213992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12139931.000000 Penalty: 5744.743164
	Iteration 52Q: 3 clusters Score -1.213993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12139928.000000 Penalty: 5744.743164
	Iteration 53Q: 3 clusters Score -1.213993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12139929.000000 Penalty: 5744.743164
	Iteration 54Q: 3 clusters Score -1.213993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12139932.000000 Penalty: 5744.743164
	Iteration 55Q: 3 clusters Score -1.213993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12139926.000000 Penalty: 5744.743164
	Iteration 56Q: 3 clusters Score -1.213993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12139930.000000 Penalty: 5744.743164
	Iteration 57Q: 3 clusters Score -1.213993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12139931.000000 Penalty: 5744.743164
	Iteration 58Q: 3 clusters Score -1.213993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12139929.000000 Penalty: 5744.743164
	Iteration 59Q: 3 clusters Score -1.213993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12139931.000000 Penalty: 5744.743164
	Iteration 60F: 3 clusters Score -1.213993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Entering Unmasked Estep 
Score: -5324442.000000 Penalty: 2666.557617
	Iteration 0F: 2 clusters Score -5324442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5292776.500000 Penalty: 5333.115234
	Iteration 0F: 3 clusters Score -5292776 nChanged 21598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -5304831.500000 Penalty: 5333.115234
	Iteration 1F: 3 clusters Score -5304832 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5305557.500000 Penalty: 5333.115234
	Iteration 2Q: 3 clusters Score -5305558 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5306441.500000 Penalty: 5333.115234
	Iteration 3Q: 3 clusters Score -5306442 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5307640.000000 Penalty: 5333.115234
	Iteration 4F: 3 clusters Score -5307640 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5309459.000000 Penalty: 5333.115234
	Iteration 5F: 3 clusters Score -5309459 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5312336.000000 Penalty: 5333.115234
	Iteration 6F: 3 clusters Score -5312336 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -5315851.500000 Penalty: 5333.115234
	Iteration 7F: 3 clusters Score -5315852 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5319014.500000 Penalty: 5333.115234
	Iteration 8F: 3 clusters Score -5319014 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5321265.000000 Penalty: 5333.115234
	Iteration 9Q: 3 clusters Score -5321265 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5322317.000000 Penalty: 5333.115234
	Iteration 10Q: 3 clusters Score -5322317 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5322726.000000 Penalty: 5333.115234
	Iteration 11Q: 3 clusters Score -5322726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5322893.000000 Penalty: 5333.115234
	Iteration 12Q: 3 clusters Score -5322893 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5322959.500000 Penalty: 5333.115234
	Iteration 13Q: 3 clusters Score -5322960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5322988.500000 Penalty: 5333.115234
	Iteration 14Q: 3 clusters Score -5322988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5323000.500000 Penalty: 5333.115234
	Iteration 15Q: 3 clusters Score -5323000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5323006.500000 Penalty: 5333.115234
	Iteration 16Q: 3 clusters Score -5323006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5323006.000000 Penalty: 5333.115234
	Iteration 17Q: 3 clusters Score -5323006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5323009.000000 Penalty: 5333.115234
	Iteration 18Q: 3 clusters Score -5323009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5323011.500000 Penalty: 5333.115234
	Iteration 19Q: 3 clusters Score -5323012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5323019.500000 Penalty: 5333.115234
	Iteration 20F: 3 clusters Score -5323020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5323025.500000 Penalty: 5333.115234
	Iteration 21Q: 3 clusters Score -5323026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5323029.000000 Penalty: 5333.115234
	Iteration 22Q: 3 clusters Score -5323029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5323030.000000 Penalty: 5333.115234
	Iteration 23Q: 3 clusters Score -5323030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5323030.000000 Penalty: 5333.115234
	Iteration 24Q: 3 clusters Score -5323030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5323035.000000 Penalty: 5333.115234
	Iteration 25Q: 3 clusters Score -5323035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5323036.500000 Penalty: 5333.115234
	Iteration 26Q: 3 clusters Score -5323036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5323034.000000 Penalty: 5333.115234
	Iteration 27Q: 3 clusters Score -5323034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5323033.000000 Penalty: 5333.115234
	Iteration 28Q: 3 clusters Score -5323033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5323036.000000 Penalty: 5333.115234
	Iteration 29Q: 3 clusters Score -5323036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5323032.500000 Penalty: 5333.115234
	Iteration 30Q: 3 clusters Score -5323032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5323033.000000 Penalty: 5333.115234
	Iteration 31Q: 3 clusters Score -5323033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5323033.000000 Penalty: 5333.115234
	Iteration 32F: 3 clusters Score -5323033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Entering Unmasked Estep 
Score: -1574827.875000 Penalty: 2372.381836
	Iteration 0F: 2 clusters Score -1574828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1564434.375000 Penalty: 4744.763672
	Iteration 0F: 3 clusters Score -1564434 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1567796.375000 Penalty: 4744.763672
	Iteration 1F: 3 clusters Score -1567796 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1568317.000000 Penalty: 4744.763672
	Iteration 2F: 3 clusters Score -1568317 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1568870.500000 Penalty: 4744.763672
	Iteration 3F: 3 clusters Score -1568870 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1569446.000000 Penalty: 4744.763672
	Iteration 4F: 3 clusters Score -1569446 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1570039.375000 Penalty: 4744.763672
	Iteration 5F: 3 clusters Score -1570039 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1570608.750000 Penalty: 4744.763672
	Iteration 6F: 3 clusters Score -1570609 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1571189.750000 Penalty: 4744.763672
	Iteration 7F: 3 clusters Score -1571190 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1571703.000000 Penalty: 4744.763672
	Iteration 8Q: 3 clusters Score -1571703 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1572125.000000 Penalty: 4744.763672
	Iteration 9Q: 3 clusters Score -1572125 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1572455.750000 Penalty: 4744.763672
	Iteration 10Q: 3 clusters Score -1572456 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1572663.875000 Penalty: 4744.763672
	Iteration 11Q: 3 clusters Score -1572664 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1572777.250000 Penalty: 4744.763672
	Iteration 12Q: 3 clusters Score -1572777 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1572838.250000 Penalty: 4744.763672
	Iteration 13Q: 3 clusters Score -1572838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1572869.375000 Penalty: 4744.763672
	Iteration 14Q: 3 clusters Score -1572869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1572886.000000 Penalty: 4744.763672
	Iteration 15Q: 3 clusters Score -1572886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1572902.875000 Penalty: 4744.763672
	Iteration 16Q: 3 clusters Score -1572903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1572904.375000 Penalty: 4744.763672
	Iteration 17Q: 3 clusters Score -1572904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1572915.250000 Penalty: 4744.763672
	Iteration 18Q: 3 clusters Score -1572915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1572920.875000 Penalty: 4744.763672
	Iteration 19Q: 3 clusters Score -1572921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1572926.875000 Penalty: 4744.763672
	Iteration 20F: 3 clusters Score -1572927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1572926.375000 Penalty: 4744.763672
	Iteration 21Q: 3 clusters Score -1572926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1572927.875000 Penalty: 4744.763672
	Iteration 22Q: 3 clusters Score -1572928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1572937.125000 Penalty: 4744.763672
	Iteration 23Q: 3 clusters Score -1572937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1572934.125000 Penalty: 4744.763672
	Iteration 24Q: 3 clusters Score -1572934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1572938.500000 Penalty: 4744.763672
	Iteration 25Q: 3 clusters Score -1572938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1572941.500000 Penalty: 4744.763672
	Iteration 26Q: 3 clusters Score -1572942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1572942.500000 Penalty: 4744.763672
	Iteration 27Q: 3 clusters Score -1572942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1572943.500000 Penalty: 4744.763672
	Iteration 28Q: 3 clusters Score -1572944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1572948.750000 Penalty: 4744.763672
	Iteration 29Q: 3 clusters Score -1572949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1572948.875000 Penalty: 4744.763672
	Iteration 30Q: 3 clusters Score -1572949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1572951.625000 Penalty: 4744.763672
	Iteration 31Q: 3 clusters Score -1572952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1572959.750000 Penalty: 4744.763672
	Iteration 32Q: 3 clusters Score -1572960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1572964.000000 Penalty: 4744.763672
	Iteration 33Q: 3 clusters Score -1572964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1572978.375000 Penalty: 4744.763672
	Iteration 34Q: 3 clusters Score -1572978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1572988.375000 Penalty: 4744.763672
	Iteration 35Q: 3 clusters Score -1572988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1573010.750000 Penalty: 4744.763672
	Iteration 36Q: 3 clusters Score -1573011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1573047.500000 Penalty: 4744.763672
	Iteration 37Q: 3 clusters Score -1573048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1573123.500000 Penalty: 4744.763672
	Iteration 38Q: 3 clusters Score -1573124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1573294.625000 Penalty: 4744.763672
	Iteration 39Q: 3 clusters Score -1573295 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1573577.750000 Penalty: 4744.763672
	Iteration 40F: 3 clusters Score -1573578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1573921.125000 Penalty: 4744.763672
	Iteration 41Q: 3 clusters Score -1573921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1574102.125000 Penalty: 4744.763672
	Iteration 42Q: 3 clusters Score -1574102 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1574165.250000 Penalty: 4744.763672
	Iteration 43Q: 3 clusters Score -1574165 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1574194.000000 Penalty: 4744.763672
	Iteration 44Q: 3 clusters Score -1574194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1574210.250000 Penalty: 4744.763672
	Iteration 45Q: 3 clusters Score -1574210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1574219.625000 Penalty: 4744.763672
	Iteration 46Q: 3 clusters Score -1574220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1574226.250000 Penalty: 4744.763672
	Iteration 47Q: 3 clusters Score -1574226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1574230.625000 Penalty: 4744.763672
	Iteration 48Q: 3 clusters Score -1574231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1574231.375000 Penalty: 4744.763672
	Iteration 49Q: 3 clusters Score -1574231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1574233.000000 Penalty: 4744.763672
	Iteration 50Q: 3 clusters Score -1574233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1574233.875000 Penalty: 4744.763672
	Iteration 51Q: 3 clusters Score -1574234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1574233.750000 Penalty: 4744.763672
	Iteration 52Q: 3 clusters Score -1574234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1574237.625000 Penalty: 4744.763672
	Iteration 53Q: 3 clusters Score -1574238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1574243.125000 Penalty: 4744.763672
	Iteration 54Q: 3 clusters Score -1574243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1574245.875000 Penalty: 4744.763672
	Iteration 55Q: 3 clusters Score -1574246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1574243.375000 Penalty: 4744.763672
	Iteration 56Q: 3 clusters Score -1574243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1574246.875000 Penalty: 4744.763672
	Iteration 57Q: 3 clusters Score -1574247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1574250.375000 Penalty: 4744.763672
	Iteration 58Q: 3 clusters Score -1574250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1574247.375000 Penalty: 4744.763672
	Iteration 59Q: 3 clusters Score -1574247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1574247.375000 Penalty: 4744.763672
	Iteration 60F: 3 clusters Score -1574247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -110531.875000 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -110531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -108600.320312 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -108600.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -110433.804688 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -110433.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111773.468750 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -111773.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112676.312500 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -112676.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113511.945312 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -113511.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113951.718750 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -113951.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -114398.203125 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -114398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114894.468750 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -114894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114894.468750 Penalty: 3539.695557
	Iteration 8F: 3 clusters Score -114894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 342523 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 560 members 
Entering Unmasked Estep 
Score: -110912736.000000 Penalty: 144037.250000
Splitting cluster 16 changes total score from -110910056.000000 to -110912736.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (39658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Entering Unmasked Estep 
Score: -4501030.500000 Penalty: 2625.835938
	Iteration 0F: 2 clusters Score -4501030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4474103.000000 Penalty: 5251.671875
	Iteration 0F: 3 clusters Score -4474103 nChanged 18231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4484158.000000 Penalty: 5251.671875
	Iteration 1F: 3 clusters Score -4484158 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4484693.000000 Penalty: 5251.671875
	Iteration 2Q: 3 clusters Score -4484693 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4485253.000000 Penalty: 5251.671875
	Iteration 3Q: 3 clusters Score -4485253 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4485852.500000 Penalty: 5251.671875
	Iteration 4Q: 3 clusters Score -4485852 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4486558.500000 Penalty: 5251.671875
	Iteration 5Q: 3 clusters Score -4486558 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4487474.500000 Penalty: 5251.671875
	Iteration 6Q: 3 clusters Score -4487474 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4488608.000000 Penalty: 5251.671875
	Iteration 7F: 3 clusters Score -4488608 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4490073.500000 Penalty: 5251.671875
	Iteration 8F: 3 clusters Score -4490074 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4491700.500000 Penalty: 5251.671875
	Iteration 9F: 3 clusters Score -4491700 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4493339.000000 Penalty: 5251.671875
	Iteration 10F: 3 clusters Score -4493339 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -4494795.000000 Penalty: 5251.671875
	Iteration 11F: 3 clusters Score -4494795 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4495767.500000 Penalty: 5251.671875
	Iteration 12Q: 3 clusters Score -4495768 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4496422.000000 Penalty: 5251.671875
	Iteration 13Q: 3 clusters Score -4496422 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4496851.000000 Penalty: 5251.671875
	Iteration 14Q: 3 clusters Score -4496851 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4497201.500000 Penalty: 5251.671875
	Iteration 15Q: 3 clusters Score -4497202 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4497483.000000 Penalty: 5251.671875
	Iteration 16Q: 3 clusters Score -4497483 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4497783.000000 Penalty: 5251.671875
	Iteration 17Q: 3 clusters Score -4497783 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -4498128.000000 Penalty: 5251.671875
	Iteration 18Q: 3 clusters Score -4498128 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -4498428.500000 Penalty: 5251.671875
	Iteration 19Q: 3 clusters Score -4498428 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4498740.500000 Penalty: 5251.671875
	Iteration 20F: 3 clusters Score -4498740 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4499000.500000 Penalty: 5251.671875
	Iteration 21Q: 3 clusters Score -4499000 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4499216.000000 Penalty: 5251.671875
	Iteration 22Q: 3 clusters Score -4499216 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4499412.000000 Penalty: 5251.671875
	Iteration 23Q: 3 clusters Score -4499412 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4499564.500000 Penalty: 5251.671875
	Iteration 24Q: 3 clusters Score -4499564 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4499667.500000 Penalty: 5251.671875
	Iteration 25Q: 3 clusters Score -4499668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4499730.500000 Penalty: 5251.671875
	Iteration 26Q: 3 clusters Score -4499730 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4499758.500000 Penalty: 5251.671875
	Iteration 27Q: 3 clusters Score -4499758 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -4499803.500000 Penalty: 5251.671875
	Iteration 28Q: 3 clusters Score -4499804 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4499844.000000 Penalty: 5251.671875
	Iteration 29Q: 3 clusters Score -4499844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4499868.000000 Penalty: 5251.671875
	Iteration 30Q: 3 clusters Score -4499868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4499867.000000 Penalty: 5251.671875
	Iteration 31Q: 3 clusters Score -4499867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -4499882.000000 Penalty: 5251.671875
	Iteration 32Q: 3 clusters Score -4499882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4499885.500000 Penalty: 5251.671875
	Iteration 33Q: 3 clusters Score -4499886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -4499890.000000 Penalty: 5251.671875
	Iteration 34Q: 3 clusters Score -4499890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4499901.000000 Penalty: 5251.671875
	Iteration 35Q: 3 clusters Score -4499901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4499912.000000 Penalty: 5251.671875
	Iteration 36Q: 3 clusters Score -4499912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4499909.000000 Penalty: 5251.671875
	Iteration 37Q: 3 clusters Score -4499909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4499906.500000 Penalty: 5251.671875
	Iteration 38Q: 3 clusters Score -4499906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4499903.000000 Penalty: 5251.671875
	Iteration 39Q: 3 clusters Score -4499903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4499898.500000 Penalty: 5251.671875
	Iteration 40F: 3 clusters Score -4499898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -4499903.500000 Penalty: 5251.671875
	Iteration 41Q: 3 clusters Score -4499904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4499915.000000 Penalty: 5251.671875
	Iteration 42Q: 3 clusters Score -4499915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4499913.000000 Penalty: 5251.671875
	Iteration 43Q: 3 clusters Score -4499913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4499917.000000 Penalty: 5251.671875
	Iteration 44Q: 3 clusters Score -4499917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4499910.500000 Penalty: 5251.671875
	Iteration 45Q: 3 clusters Score -4499910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4499912.500000 Penalty: 5251.671875
	Iteration 46Q: 3 clusters Score -4499912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4499917.500000 Penalty: 5251.671875
	Iteration 47Q: 3 clusters Score -4499918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -4499919.500000 Penalty: 5251.671875
	Iteration 48Q: 3 clusters Score -4499920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -4499924.000000 Penalty: 5251.671875
	Iteration 49Q: 3 clusters Score -4499924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4499931.500000 Penalty: 5251.671875
	Iteration 50Q: 3 clusters Score -4499932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4499929.000000 Penalty: 5251.671875
	Iteration 51Q: 3 clusters Score -4499929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4499934.000000 Penalty: 5251.671875
	Iteration 52Q: 3 clusters Score -4499934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4499934.000000 Penalty: 5251.671875
	Iteration 53F: 3 clusters Score -4499934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Entering Unmasked Estep 
Score: -7486653.500000 Penalty: 2756.356689
	Iteration 0F: 2 clusters Score -7486654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7441538.500000 Penalty: 5512.713379
	Iteration 0F: 3 clusters Score -7441538 nChanged 31447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7458995.000000 Penalty: 5512.713379
	Iteration 1F: 3 clusters Score -7458995 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -7459475.500000 Penalty: 5512.713379
	Iteration 2Q: 3 clusters Score -7459476 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -7459878.000000 Penalty: 5512.713379
	Iteration 3Q: 3 clusters Score -7459878 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -7460393.500000 Penalty: 5512.713379
	Iteration 4Q: 3 clusters Score -7460394 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -7460766.500000 Penalty: 5512.713379
	Iteration 5Q: 3 clusters Score -7460766 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -7461287.500000 Penalty: 5512.713379
	Iteration 6Q: 3 clusters Score -7461288 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7461893.000000 Penalty: 5512.713379
	Iteration 7Q: 3 clusters Score -7461893 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -7462900.500000 Penalty: 5512.713379
	Iteration 8Q: 3 clusters Score -7462900 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -7464382.500000 Penalty: 5512.713379
	Iteration 9Q: 3 clusters Score -7464382 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7466424.000000 Penalty: 5512.713379
	Iteration 10Q: 3 clusters Score -7466424 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -7469019.500000 Penalty: 5512.713379
	Iteration 11F: 3 clusters Score -7469020 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7471823.000000 Penalty: 5512.713379
	Iteration 12F: 3 clusters Score -7471823 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -7474485.000000 Penalty: 5512.713379
	Iteration 13F: 3 clusters Score -7474485 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -7476770.500000 Penalty: 5512.713379
	Iteration 14Q: 3 clusters Score -7476770 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -7478482.500000 Penalty: 5512.713379
	Iteration 15Q: 3 clusters Score -7478482 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -7479691.000000 Penalty: 5512.713379
	Iteration 16Q: 3 clusters Score -7479691 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7480508.000000 Penalty: 5512.713379
	Iteration 17Q: 3 clusters Score -7480508 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -7481166.000000 Penalty: 5512.713379
	Iteration 18Q: 3 clusters Score -7481166 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -7481605.500000 Penalty: 5512.713379
	Iteration 19Q: 3 clusters Score -7481606 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7481995.000000 Penalty: 5512.713379
	Iteration 20F: 3 clusters Score -7481995 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7482278.000000 Penalty: 5512.713379
	Iteration 21Q: 3 clusters Score -7482278 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -7482511.000000 Penalty: 5512.713379
	Iteration 22Q: 3 clusters Score -7482511 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -7482713.500000 Penalty: 5512.713379
	Iteration 23Q: 3 clusters Score -7482714 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -7482915.500000 Penalty: 5512.713379
	Iteration 24Q: 3 clusters Score -7482916 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -7483109.500000 Penalty: 5512.713379
	Iteration 25Q: 3 clusters Score -7483110 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7483252.000000 Penalty: 5512.713379
	Iteration 26Q: 3 clusters Score -7483252 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -7483413.500000 Penalty: 5512.713379
	Iteration 27Q: 3 clusters Score -7483414 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -7483523.500000 Penalty: 5512.713379
	Iteration 28Q: 3 clusters Score -7483524 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -7483642.000000 Penalty: 5512.713379
	Iteration 29Q: 3 clusters Score -7483642 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -7483749.500000 Penalty: 5512.713379
	Iteration 30Q: 3 clusters Score -7483750 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -7483849.000000 Penalty: 5512.713379
	Iteration 31Q: 3 clusters Score -7483849 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -7483894.000000 Penalty: 5512.713379
	Iteration 32Q: 3 clusters Score -7483894 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -7483952.000000 Penalty: 5512.713379
	Iteration 33Q: 3 clusters Score -7483952 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -7483997.000000 Penalty: 5512.713379
	Iteration 34Q: 3 clusters Score -7483997 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -7484048.500000 Penalty: 5512.713379
	Iteration 35Q: 3 clusters Score -7484048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -7484096.500000 Penalty: 5512.713379
	Iteration 36Q: 3 clusters Score -7484096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -7484105.500000 Penalty: 5512.713379
	Iteration 37Q: 3 clusters Score -7484106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -7484125.500000 Penalty: 5512.713379
	Iteration 38Q: 3 clusters Score -7484126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -7484151.500000 Penalty: 5512.713379
	Iteration 39Q: 3 clusters Score -7484152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -7484169.000000 Penalty: 5512.713379
	Iteration 40F: 3 clusters Score -7484169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -7484203.500000 Penalty: 5512.713379
	Iteration 41Q: 3 clusters Score -7484204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -7484213.000000 Penalty: 5512.713379
	Iteration 42Q: 3 clusters Score -7484213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -7484232.000000 Penalty: 5512.713379
	Iteration 43Q: 3 clusters Score -7484232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -7484236.500000 Penalty: 5512.713379
	Iteration 44Q: 3 clusters Score -7484236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -7484245.500000 Penalty: 5512.713379
	Iteration 45Q: 3 clusters Score -7484246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -7484260.500000 Penalty: 5512.713379
	Iteration 46Q: 3 clusters Score -7484260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -7484273.000000 Penalty: 5512.713379
	Iteration 47Q: 3 clusters Score -7484273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -7484290.000000 Penalty: 5512.713379
	Iteration 48Q: 3 clusters Score -7484290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -7484303.000000 Penalty: 5512.713379
	Iteration 49Q: 3 clusters Score -7484303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -7484310.000000 Penalty: 5512.713379
	Iteration 50Q: 3 clusters Score -7484310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -7484322.000000 Penalty: 5512.713379
	Iteration 51Q: 3 clusters Score -7484322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -7484314.500000 Penalty: 5512.713379
	Iteration 52Q: 3 clusters Score -7484314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -7484321.000000 Penalty: 5512.713379
	Iteration 53Q: 3 clusters Score -7484321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -7484333.000000 Penalty: 5512.713379
	Iteration 54Q: 3 clusters Score -7484333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -7484332.000000 Penalty: 5512.713379
	Iteration 55Q: 3 clusters Score -7484332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -7484330.500000 Penalty: 5512.713379
	Iteration 56Q: 3 clusters Score -7484330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -7484332.000000 Penalty: 5512.713379
	Iteration 57Q: 3 clusters Score -7484332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -7484347.000000 Penalty: 5512.713379
	Iteration 58Q: 3 clusters Score -7484347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -7484345.500000 Penalty: 5512.713379
	Iteration 59Q: 3 clusters Score -7484346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -7484359.500000 Penalty: 5512.713379
	Iteration 60F: 3 clusters Score -7484360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -7484358.000000 Penalty: 5512.713379
	Iteration 61Q: 3 clusters Score -7484358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -7484361.000000 Penalty: 5512.713379
	Iteration 62Q: 3 clusters Score -7484361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -7484348.500000 Penalty: 5512.713379
	Iteration 63Q: 3 clusters Score -7484348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -7484360.000000 Penalty: 5512.713379
	Iteration 64Q: 3 clusters Score -7484360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -7484352.000000 Penalty: 5512.713379
	Iteration 65Q: 3 clusters Score -7484352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -7484362.500000 Penalty: 5512.713379
	Iteration 66Q: 3 clusters Score -7484362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -7484376.500000 Penalty: 5512.713379
	Iteration 67Q: 3 clusters Score -7484376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -7484380.000000 Penalty: 5512.713379
	Iteration 68Q: 3 clusters Score -7484380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -7484381.000000 Penalty: 5512.713379
	Iteration 69Q: 3 clusters Score -7484381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -7484381.500000 Penalty: 5512.713379
	Iteration 70Q: 3 clusters Score -7484382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7484382.500000 Penalty: 5512.713379
	Iteration 71Q: 3 clusters Score -7484382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -7484378.500000 Penalty: 5512.713379
	Iteration 72Q: 3 clusters Score -7484378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -7484384.000000 Penalty: 5512.713379
	Iteration 73Q: 3 clusters Score -7484384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -7484386.500000 Penalty: 5512.713379
	Iteration 74Q: 3 clusters Score -7484386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -7484395.500000 Penalty: 5512.713379
	Iteration 75Q: 3 clusters Score -7484396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -7484409.000000 Penalty: 5512.713379
	Iteration 76Q: 3 clusters Score -7484409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -7484403.000000 Penalty: 5512.713379
	Iteration 77Q: 3 clusters Score -7484403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -7484405.500000 Penalty: 5512.713379
	Iteration 78Q: 3 clusters Score -7484406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -7484424.000000 Penalty: 5512.713379
	Iteration 79Q: 3 clusters Score -7484424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -7484418.500000 Penalty: 5512.713379
	Iteration 80F: 3 clusters Score -7484418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -7484418.500000 Penalty: 5512.713379
	Iteration 81Q: 3 clusters Score -7484418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -7484421.000000 Penalty: 5512.713379
	Iteration 82Q: 3 clusters Score -7484421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -7484426.500000 Penalty: 5512.713379
	Iteration 83Q: 3 clusters Score -7484426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -7484428.000000 Penalty: 5512.713379
	Iteration 84Q: 3 clusters Score -7484428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -7484427.500000 Penalty: 5512.713379
	Iteration 85Q: 3 clusters Score -7484428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -7484427.000000 Penalty: 5512.713379
	Iteration 86Q: 3 clusters Score -7484427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -7484420.500000 Penalty: 5512.713379
	Iteration 87Q: 3 clusters Score -7484420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -7484421.500000 Penalty: 5512.713379
	Iteration 88Q: 3 clusters Score -7484422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -7484431.000000 Penalty: 5512.713379
	Iteration 89Q: 3 clusters Score -7484431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -7484428.000000 Penalty: 5512.713379
	Iteration 90Q: 3 clusters Score -7484428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -7484434.000000 Penalty: 5512.713379
	Iteration 91Q: 3 clusters Score -7484434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -7484432.000000 Penalty: 5512.713379
	Iteration 92Q: 3 clusters Score -7484432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -7484429.000000 Penalty: 5512.713379
	Iteration 93Q: 3 clusters Score -7484429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -7484424.500000 Penalty: 5512.713379
	Iteration 94Q: 3 clusters Score -7484424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -7484428.000000 Penalty: 5512.713379
	Iteration 95Q: 3 clusters Score -7484428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -7484428.000000 Penalty: 5512.713379
	Iteration 96F: 3 clusters Score -7484428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Entering Unmasked Estep 
Score: -1976263.250000 Penalty: 2418.228027
	Iteration 0F: 2 clusters Score -1976263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1963971.250000 Penalty: 4836.456055
	Iteration 0F: 3 clusters Score -1963971 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1967991.500000 Penalty: 4836.456055
	Iteration 1F: 3 clusters Score -1967992 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1968311.750000 Penalty: 4836.456055
	Iteration 2F: 3 clusters Score -1968312 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1968563.125000 Penalty: 4836.456055
	Iteration 3Q: 3 clusters Score -1968563 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1968741.875000 Penalty: 4836.456055
	Iteration 4Q: 3 clusters Score -1968742 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1968873.875000 Penalty: 4836.456055
	Iteration 5Q: 3 clusters Score -1968874 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1968987.375000 Penalty: 4836.456055
	Iteration 6Q: 3 clusters Score -1968987 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1969075.000000 Penalty: 4836.456055
	Iteration 7Q: 3 clusters Score -1969075 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1969156.375000 Penalty: 4836.456055
	Iteration 8Q: 3 clusters Score -1969156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1969248.625000 Penalty: 4836.456055
	Iteration 9Q: 3 clusters Score -1969249 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1969308.375000 Penalty: 4836.456055
	Iteration 10Q: 3 clusters Score -1969308 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1969364.000000 Penalty: 4836.456055
	Iteration 11Q: 3 clusters Score -1969364 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1969439.500000 Penalty: 4836.456055
	Iteration 12Q: 3 clusters Score -1969440 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1969510.750000 Penalty: 4836.456055
	Iteration 13Q: 3 clusters Score -1969511 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1969592.125000 Penalty: 4836.456055
	Iteration 14Q: 3 clusters Score -1969592 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1969720.625000 Penalty: 4836.456055
	Iteration 15Q: 3 clusters Score -1969721 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1969882.000000 Penalty: 4836.456055
	Iteration 16Q: 3 clusters Score -1969882 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1970093.875000 Penalty: 4836.456055
	Iteration 17Q: 3 clusters Score -1970094 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1970330.500000 Penalty: 4836.456055
	Iteration 18Q: 3 clusters Score -1970330 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1970619.000000 Penalty: 4836.456055
	Iteration 19Q: 3 clusters Score -1970619 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1970961.000000 Penalty: 4836.456055
	Iteration 20F: 3 clusters Score -1970961 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1971304.625000 Penalty: 4836.456055
	Iteration 21Q: 3 clusters Score -1971305 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1971600.500000 Penalty: 4836.456055
	Iteration 22Q: 3 clusters Score -1971600 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1971889.625000 Penalty: 4836.456055
	Iteration 23Q: 3 clusters Score -1971890 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1972149.000000 Penalty: 4836.456055
	Iteration 24Q: 3 clusters Score -1972149 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1972368.375000 Penalty: 4836.456055
	Iteration 25Q: 3 clusters Score -1972368 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1972573.250000 Penalty: 4836.456055
	Iteration 26Q: 3 clusters Score -1972573 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1972740.000000 Penalty: 4836.456055
	Iteration 27Q: 3 clusters Score -1972740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1972871.875000 Penalty: 4836.456055
	Iteration 28Q: 3 clusters Score -1972872 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1972984.375000 Penalty: 4836.456055
	Iteration 29Q: 3 clusters Score -1972984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1973089.750000 Penalty: 4836.456055
	Iteration 30Q: 3 clusters Score -1973090 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1973195.875000 Penalty: 4836.456055
	Iteration 31Q: 3 clusters Score -1973196 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1973288.000000 Penalty: 4836.456055
	Iteration 32Q: 3 clusters Score -1973288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1973383.500000 Penalty: 4836.456055
	Iteration 33Q: 3 clusters Score -1973384 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1973462.125000 Penalty: 4836.456055
	Iteration 34Q: 3 clusters Score -1973462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1973538.250000 Penalty: 4836.456055
	Iteration 35Q: 3 clusters Score -1973538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1973612.125000 Penalty: 4836.456055
	Iteration 36Q: 3 clusters Score -1973612 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1973674.500000 Penalty: 4836.456055
	Iteration 37Q: 3 clusters Score -1973674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1973752.750000 Penalty: 4836.456055
	Iteration 38Q: 3 clusters Score -1973753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1973808.875000 Penalty: 4836.456055
	Iteration 39Q: 3 clusters Score -1973809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1973852.125000 Penalty: 4836.456055
	Iteration 40F: 3 clusters Score -1973852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1973903.250000 Penalty: 4836.456055
	Iteration 41Q: 3 clusters Score -1973903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1973947.750000 Penalty: 4836.456055
	Iteration 42Q: 3 clusters Score -1973948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1973980.750000 Penalty: 4836.456055
	Iteration 43Q: 3 clusters Score -1973981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1974006.500000 Penalty: 4836.456055
	Iteration 44Q: 3 clusters Score -1974006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1974027.750000 Penalty: 4836.456055
	Iteration 45Q: 3 clusters Score -1974028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1974045.625000 Penalty: 4836.456055
	Iteration 46Q: 3 clusters Score -1974046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1974064.750000 Penalty: 4836.456055
	Iteration 47Q: 3 clusters Score -1974065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1974077.500000 Penalty: 4836.456055
	Iteration 48Q: 3 clusters Score -1974078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1974089.500000 Penalty: 4836.456055
	Iteration 49Q: 3 clusters Score -1974090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1974103.625000 Penalty: 4836.456055
	Iteration 50Q: 3 clusters Score -1974104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1974114.500000 Penalty: 4836.456055
	Iteration 51Q: 3 clusters Score -1974114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1974133.125000 Penalty: 4836.456055
	Iteration 52Q: 3 clusters Score -1974133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1974151.875000 Penalty: 4836.456055
	Iteration 53Q: 3 clusters Score -1974152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1974161.000000 Penalty: 4836.456055
	Iteration 54Q: 3 clusters Score -1974161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974171.625000 Penalty: 4836.456055
	Iteration 55Q: 3 clusters Score -1974172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1974180.375000 Penalty: 4836.456055
	Iteration 56Q: 3 clusters Score -1974180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1974182.125000 Penalty: 4836.456055
	Iteration 57Q: 3 clusters Score -1974182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1974180.375000 Penalty: 4836.456055
	Iteration 58Q: 3 clusters Score -1974180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1974183.250000 Penalty: 4836.456055
	Iteration 59Q: 3 clusters Score -1974183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1974183.375000 Penalty: 4836.456055
	Iteration 60F: 3 clusters Score -1974183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1974185.250000 Penalty: 4836.456055
	Iteration 61Q: 3 clusters Score -1974185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1974186.125000 Penalty: 4836.456055
	Iteration 62Q: 3 clusters Score -1974186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1974189.500000 Penalty: 4836.456055
	Iteration 63Q: 3 clusters Score -1974190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1974192.875000 Penalty: 4836.456055
	Iteration 64Q: 3 clusters Score -1974193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1974196.125000 Penalty: 4836.456055
	Iteration 65Q: 3 clusters Score -1974196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1974194.625000 Penalty: 4836.456055
	Iteration 66Q: 3 clusters Score -1974195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1974200.625000 Penalty: 4836.456055
	Iteration 67Q: 3 clusters Score -1974201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1974202.875000 Penalty: 4836.456055
	Iteration 68Q: 3 clusters Score -1974203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1974204.750000 Penalty: 4836.456055
	Iteration 69Q: 3 clusters Score -1974205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1974207.375000 Penalty: 4836.456055
	Iteration 70Q: 3 clusters Score -1974207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1974206.875000 Penalty: 4836.456055
	Iteration 71Q: 3 clusters Score -1974207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1974207.625000 Penalty: 4836.456055
	Iteration 72Q: 3 clusters Score -1974208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1974210.125000 Penalty: 4836.456055
	Iteration 73Q: 3 clusters Score -1974210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1974210.125000 Penalty: 4836.456055
	Iteration 74F: 3 clusters Score -1974210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -219219.234375 Penalty: 1878.999146
	Iteration 0F: 2 clusters Score -219219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -216608.187500 Penalty: 3757.998291
	Iteration 0F: 3 clusters Score -216608.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217063.234375 Penalty: 3757.998291
	Iteration 1F: 3 clusters Score -217063.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217179.093750 Penalty: 3757.998291
	Iteration 2F: 3 clusters Score -217179.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217243.828125 Penalty: 3757.998291
	Iteration 3Q: 3 clusters Score -217243.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217283.343750 Penalty: 3757.998291
	Iteration 4Q: 3 clusters Score -217283.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217308.640625 Penalty: 3757.998291
	Iteration 5Q: 3 clusters Score -217308.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217326.515625 Penalty: 3757.998291
	Iteration 6Q: 3 clusters Score -217326.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217340.140625 Penalty: 3757.998291
	Iteration 7Q: 3 clusters Score -217340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -217356.437500 Penalty: 3757.998291
	Iteration 8Q: 3 clusters Score -217356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -217366.359375 Penalty: 3757.998291
	Iteration 9Q: 3 clusters Score -217366.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217370.578125 Penalty: 3757.998291
	Iteration 10Q: 3 clusters Score -217370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217372.968750 Penalty: 3757.998291
	Iteration 11Q: 3 clusters Score -217373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217376.593750 Penalty: 3757.998291
	Iteration 12Q: 3 clusters Score -217376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -217378.328125 Penalty: 3757.998291
	Iteration 13Q: 3 clusters Score -217378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217380.687500 Penalty: 3757.998291
	Iteration 14Q: 3 clusters Score -217380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217381.015625 Penalty: 3757.998291
	Iteration 15Q: 3 clusters Score -217381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217382.000000 Penalty: 3757.998291
	Iteration 16Q: 3 clusters Score -217382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217382.000000 Penalty: 3757.998291
	Iteration 17F: 3 clusters Score -217382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -157579.265625 Penalty: 1821.490234
	Iteration 0F: 2 clusters Score -157579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155270.437500 Penalty: 3642.980469
	Iteration 0F: 3 clusters Score -155270.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -155637.187500 Penalty: 3642.980469
	Iteration 1F: 3 clusters Score -155637.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155731.656250 Penalty: 3642.980469
	Iteration 2F: 3 clusters Score -155731.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155790.500000 Penalty: 3642.980469
	Iteration 3Q: 3 clusters Score -155790.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155827.890625 Penalty: 3642.980469
	Iteration 4Q: 3 clusters Score -155827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155861.718750 Penalty: 3642.980469
	Iteration 5Q: 3 clusters Score -155861.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155890.421875 Penalty: 3642.980469
	Iteration 6Q: 3 clusters Score -155890.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155906.078125 Penalty: 3642.980469
	Iteration 7Q: 3 clusters Score -155906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155911.968750 Penalty: 3642.980469
	Iteration 8Q: 3 clusters Score -155912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155918.562500 Penalty: 3642.980469
	Iteration 9Q: 3 clusters Score -155918.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155924.625000 Penalty: 3642.980469
	Iteration 10Q: 3 clusters Score -155924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155931.609375 Penalty: 3642.980469
	Iteration 11Q: 3 clusters Score -155931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155934.500000 Penalty: 3642.980469
	Iteration 12Q: 3 clusters Score -155934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -155939.312500 Penalty: 3642.980469
	Iteration 13Q: 3 clusters Score -155939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155942.515625 Penalty: 3642.980469
	Iteration 14Q: 3 clusters Score -155942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155945.484375 Penalty: 3642.980469
	Iteration 15Q: 3 clusters Score -155945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155947.140625 Penalty: 3642.980469
	Iteration 16Q: 3 clusters Score -155947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155951.125000 Penalty: 3642.980469
	Iteration 17Q: 3 clusters Score -155951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155954.937500 Penalty: 3642.980469
	Iteration 18Q: 3 clusters Score -155954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155960.000000 Penalty: 3642.980469
	Iteration 19Q: 3 clusters Score -155960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155962.640625 Penalty: 3642.980469
	Iteration 20F: 3 clusters Score -155962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155968.843750 Penalty: 3642.980469
	Iteration 21Q: 3 clusters Score -155968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155975.953125 Penalty: 3642.980469
	Iteration 22Q: 3 clusters Score -155976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155983.609375 Penalty: 3642.980469
	Iteration 23Q: 3 clusters Score -155983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -155989.234375 Penalty: 3642.980469
	Iteration 24Q: 3 clusters Score -155989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155994.656250 Penalty: 3642.980469
	Iteration 25Q: 3 clusters Score -155994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155996.812500 Penalty: 3642.980469
	Iteration 26Q: 3 clusters Score -155996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155998.921875 Penalty: 3642.980469
	Iteration 27Q: 3 clusters Score -155998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -156001.453125 Penalty: 3642.980469
	Iteration 28Q: 3 clusters Score -156001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -156002.796875 Penalty: 3642.980469
	Iteration 29Q: 3 clusters Score -156002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156005.687500 Penalty: 3642.980469
	Iteration 30Q: 3 clusters Score -156005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -156007.531250 Penalty: 3642.980469
	Iteration 31Q: 3 clusters Score -156007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -156009.406250 Penalty: 3642.980469
	Iteration 32Q: 3 clusters Score -156009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -156010.921875 Penalty: 3642.980469
	Iteration 33Q: 3 clusters Score -156010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156014.203125 Penalty: 3642.980469
	Iteration 34Q: 3 clusters Score -156014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -156015.937500 Penalty: 3642.980469
	Iteration 35Q: 3 clusters Score -156015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -156016.343750 Penalty: 3642.980469
	Iteration 36Q: 3 clusters Score -156016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156017.250000 Penalty: 3642.980469
	Iteration 37Q: 3 clusters Score -156017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156021.484375 Penalty: 3642.980469
	Iteration 38Q: 3 clusters Score -156021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -156026.796875 Penalty: 3642.980469
	Iteration 39Q: 3 clusters Score -156026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -156031.687500 Penalty: 3642.980469
	Iteration 40F: 3 clusters Score -156031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -156032.875000 Penalty: 3642.980469
	Iteration 41Q: 3 clusters Score -156032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156034.328125 Penalty: 3642.980469
	Iteration 42Q: 3 clusters Score -156034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -156035.500000 Penalty: 3642.980469
	Iteration 43Q: 3 clusters Score -156035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -156035.937500 Penalty: 3642.980469
	Iteration 44Q: 3 clusters Score -156035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -156036.187500 Penalty: 3642.980469
	Iteration 45Q: 3 clusters Score -156036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -156036.187500 Penalty: 3642.980469
	Iteration 46F: 3 clusters Score -156036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (342523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342523 members 
Entering Unmasked Estep 
Score: -38547708.000000 Penalty: 3160.535400
	Iteration 0F: 2 clusters Score -3.854771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -38349424.000000 Penalty: 6321.070801
	Iteration 0F: 3 clusters Score -3.834942e+07 nChanged 166302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175209 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -38448712.000000 Penalty: 6321.070801
	Iteration 1F: 3 clusters Score -3.844871e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177501 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -38450476.000000 Penalty: 6321.070801
	Iteration 2Q: 3 clusters Score -3.845048e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181090 members 
Mstep: Class 2 contains 161433 members 
Entering Unmasked Estep 
Score: -38452940.000000 Penalty: 6321.070801
	Iteration 3Q: 3 clusters Score -3.845294e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186522 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -38456492.000000 Penalty: 6321.070801
	Iteration 4Q: 3 clusters Score -3.845649e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194526 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -38461880.000000 Penalty: 6321.070801
	Iteration 5Q: 3 clusters Score -3.846188e+07 nChanged 17189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205791 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -38471260.000000 Penalty: 6321.070801
	Iteration 6F: 3 clusters Score -3.847126e+07 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220729 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -38485912.000000 Penalty: 6321.070801
	Iteration 7F: 3 clusters Score -3.848591e+07 nChanged 22699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237542 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -38504000.000000 Penalty: 6321.070801
	Iteration 8F: 3 clusters Score -3.8504e+07 nChanged 21237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253073 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -38521024.000000 Penalty: 6321.070801
	Iteration 9F: 3 clusters Score -3.852102e+07 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265274 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -38532064.000000 Penalty: 6321.070801
	Iteration 10Q: 3 clusters Score -3.853206e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275394 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -38538948.000000 Penalty: 6321.070801
	Iteration 11Q: 3 clusters Score -3.853895e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284570 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -38543328.000000 Penalty: 6321.070801
	Iteration 12Q: 3 clusters Score -3.854333e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293150 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -38545672.000000 Penalty: 6321.070801
	Iteration 13Q: 3 clusters Score -3.854567e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301042 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -38547456.000000 Penalty: 6321.070801
	Iteration 14Q: 3 clusters Score -3.854746e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308107 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -38547952.000000 Penalty: 6321.070801
	Iteration 15Q: 3 clusters Score -3.854795e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313907 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -38548584.000000 Penalty: 6321.070801
	Iteration 16Q: 3 clusters Score -3.854858e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318829 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -38549136.000000 Penalty: 6321.070801
	Iteration 17Q: 3 clusters Score -3.854914e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322858 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -38549396.000000 Penalty: 6321.070801
	Iteration 18Q: 3 clusters Score -3.85494e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326135 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -38549528.000000 Penalty: 6321.070801
	Iteration 19Q: 3 clusters Score -3.854953e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328732 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -38549368.000000 Penalty: 6321.070801
	Iteration 20F: 3 clusters Score -3.854937e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330718 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -38549332.000000 Penalty: 6321.070801
	Iteration 21Q: 3 clusters Score -3.854933e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332291 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -38549132.000000 Penalty: 6321.070801
	Iteration 22Q: 3 clusters Score -3.854913e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333491 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -38548968.000000 Penalty: 6321.070801
	Iteration 23Q: 3 clusters Score -3.854897e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334433 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -38548924.000000 Penalty: 6321.070801
	Iteration 24Q: 3 clusters Score -3.854892e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335151 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -38548836.000000 Penalty: 6321.070801
	Iteration 25Q: 3 clusters Score -3.854884e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335718 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -38548880.000000 Penalty: 6321.070801
	Iteration 26Q: 3 clusters Score -3.854888e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336198 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -38548896.000000 Penalty: 6321.070801
	Iteration 27Q: 3 clusters Score -3.85489e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336600 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -38548780.000000 Penalty: 6321.070801
	Iteration 28Q: 3 clusters Score -3.854878e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336926 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -38548704.000000 Penalty: 6321.070801
	Iteration 29Q: 3 clusters Score -3.85487e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337163 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -38548676.000000 Penalty: 6321.070801
	Iteration 30Q: 3 clusters Score -3.854868e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337372 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -38548668.000000 Penalty: 6321.070801
	Iteration 31Q: 3 clusters Score -3.854867e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337560 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -38548728.000000 Penalty: 6321.070801
	Iteration 32Q: 3 clusters Score -3.854873e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337702 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -38548676.000000 Penalty: 6321.070801
	Iteration 33Q: 3 clusters Score -3.854868e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337817 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -38548616.000000 Penalty: 6321.070801
	Iteration 34Q: 3 clusters Score -3.854862e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337915 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -38548588.000000 Penalty: 6321.070801
	Iteration 35Q: 3 clusters Score -3.854859e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337999 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -38548568.000000 Penalty: 6321.070801
	Iteration 36Q: 3 clusters Score -3.854857e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338064 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -38548604.000000 Penalty: 6321.070801
	Iteration 37Q: 3 clusters Score -3.85486e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338136 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -38548560.000000 Penalty: 6321.070801
	Iteration 38Q: 3 clusters Score -3.854856e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338203 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -38548516.000000 Penalty: 6321.070801
	Iteration 39Q: 3 clusters Score -3.854852e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338250 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -38548556.000000 Penalty: 6321.070801
	Iteration 40F: 3 clusters Score -3.854856e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338287 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -38548548.000000 Penalty: 6321.070801
	Iteration 41Q: 3 clusters Score -3.854855e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338313 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -38548580.000000 Penalty: 6321.070801
	Iteration 42Q: 3 clusters Score -3.854858e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338344 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -38548572.000000 Penalty: 6321.070801
	Iteration 43Q: 3 clusters Score -3.854857e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338387 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -38548580.000000 Penalty: 6321.070801
	Iteration 44Q: 3 clusters Score -3.854858e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338423 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -38548608.000000 Penalty: 6321.070801
	Iteration 45Q: 3 clusters Score -3.854861e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338466 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -38548624.000000 Penalty: 6321.070801
	Iteration 46Q: 3 clusters Score -3.854862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338499 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -38548600.000000 Penalty: 6321.070801
	Iteration 47Q: 3 clusters Score -3.85486e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338529 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -38548576.000000 Penalty: 6321.070801
	Iteration 48Q: 3 clusters Score -3.854858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338554 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -38548592.000000 Penalty: 6321.070801
	Iteration 49Q: 3 clusters Score -3.854859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338575 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -38548628.000000 Penalty: 6321.070801
	Iteration 50Q: 3 clusters Score -3.854863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338591 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -38548596.000000 Penalty: 6321.070801
	Iteration 51Q: 3 clusters Score -3.85486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338614 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -38548580.000000 Penalty: 6321.070801
	Iteration 52Q: 3 clusters Score -3.854858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338627 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -38548616.000000 Penalty: 6321.070801
	Iteration 53Q: 3 clusters Score -3.854862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338648 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -38548672.000000 Penalty: 6321.070801
	Iteration 54Q: 3 clusters Score -3.854867e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338670 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -38548640.000000 Penalty: 6321.070801
	Iteration 55Q: 3 clusters Score -3.854864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338696 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -38548600.000000 Penalty: 6321.070801
	Iteration 56Q: 3 clusters Score -3.85486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338715 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -38548620.000000 Penalty: 6321.070801
	Iteration 57Q: 3 clusters Score -3.854862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338735 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -38548628.000000 Penalty: 6321.070801
	Iteration 58Q: 3 clusters Score -3.854863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338759 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -38548608.000000 Penalty: 6321.070801
	Iteration 59Q: 3 clusters Score -3.854861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338779 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -38548616.000000 Penalty: 6321.070801
	Iteration 60F: 3 clusters Score -3.854862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338796 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -38548592.000000 Penalty: 6321.070801
	Iteration 61Q: 3 clusters Score -3.854859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338810 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -38548640.000000 Penalty: 6321.070801
	Iteration 62Q: 3 clusters Score -3.854864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338816 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -38548652.000000 Penalty: 6321.070801
	Iteration 63Q: 3 clusters Score -3.854865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338827 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -38548628.000000 Penalty: 6321.070801
	Iteration 64Q: 3 clusters Score -3.854863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338843 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -38548624.000000 Penalty: 6321.070801
	Iteration 65Q: 3 clusters Score -3.854862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338858 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -38548628.000000 Penalty: 6321.070801
	Iteration 66Q: 3 clusters Score -3.854863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338866 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -38548588.000000 Penalty: 6321.070801
	Iteration 67Q: 3 clusters Score -3.854859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338875 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -38548608.000000 Penalty: 6321.070801
	Iteration 68Q: 3 clusters Score -3.854861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338882 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -38548580.000000 Penalty: 6321.070801
	Iteration 69Q: 3 clusters Score -3.854858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338882 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -38548620.000000 Penalty: 6321.070801
	Iteration 70Q: 3 clusters Score -3.854862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338891 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -38548608.000000 Penalty: 6321.070801
	Iteration 71Q: 3 clusters Score -3.854861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338901 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -38548632.000000 Penalty: 6321.070801
	Iteration 72Q: 3 clusters Score -3.854863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338907 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -38548640.000000 Penalty: 6321.070801
	Iteration 73Q: 3 clusters Score -3.854864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338918 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -38548616.000000 Penalty: 6321.070801
	Iteration 74Q: 3 clusters Score -3.854862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338924 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -38548604.000000 Penalty: 6321.070801
	Iteration 75Q: 3 clusters Score -3.85486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338925 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -38548620.000000 Penalty: 6321.070801
	Iteration 76Q: 3 clusters Score -3.854862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338929 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -38548644.000000 Penalty: 6321.070801
	Iteration 77Q: 3 clusters Score -3.854864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338934 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -38548616.000000 Penalty: 6321.070801
	Iteration 78Q: 3 clusters Score -3.854862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338939 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -38548592.000000 Penalty: 6321.070801
	Iteration 79Q: 3 clusters Score -3.854859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338944 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -38548576.000000 Penalty: 6321.070801
	Iteration 80F: 3 clusters Score -3.854858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338948 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -38548564.000000 Penalty: 6321.070801
	Iteration 81Q: 3 clusters Score -3.854856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338952 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -38548568.000000 Penalty: 6321.070801
	Iteration 82Q: 3 clusters Score -3.854857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338953 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -38548568.000000 Penalty: 6321.070801
	Iteration 83Q: 3 clusters Score -3.854857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338951 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -38548600.000000 Penalty: 6321.070801
	Iteration 84Q: 3 clusters Score -3.85486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338952 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -38548604.000000 Penalty: 6321.070801
	Iteration 85Q: 3 clusters Score -3.85486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338956 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -38548592.000000 Penalty: 6321.070801
	Iteration 86Q: 3 clusters Score -3.854859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338961 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -38548572.000000 Penalty: 6321.070801
	Iteration 87Q: 3 clusters Score -3.854857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338967 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -38548564.000000 Penalty: 6321.070801
	Iteration 88Q: 3 clusters Score -3.854856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338976 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -38548548.000000 Penalty: 6321.070801
	Iteration 89Q: 3 clusters Score -3.854855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338982 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -38548560.000000 Penalty: 6321.070801
	Iteration 90Q: 3 clusters Score -3.854856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338986 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -38548552.000000 Penalty: 6321.070801
	Iteration 91Q: 3 clusters Score -3.854855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338988 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -38548532.000000 Penalty: 6321.070801
	Iteration 92Q: 3 clusters Score -3.854853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338989 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -38548508.000000 Penalty: 6321.070801
	Iteration 93Q: 3 clusters Score -3.854851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338992 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -38548524.000000 Penalty: 6321.070801
	Iteration 94Q: 3 clusters Score -3.854852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338994 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -38548520.000000 Penalty: 6321.070801
	Iteration 95Q: 3 clusters Score -3.854852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338996 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -38548540.000000 Penalty: 6321.070801
	Iteration 96Q: 3 clusters Score -3.854854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338997 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -38548508.000000 Penalty: 6321.070801
	Iteration 97Q: 3 clusters Score -3.854851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338996 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -38548516.000000 Penalty: 6321.070801
	Iteration 98Q: 3 clusters Score -3.854852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338996 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -38548516.000000 Penalty: 6321.070801
	Iteration 99F: 3 clusters Score -3.854852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 338996 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 3527 members 
Entering Unmasked Estep 
Score: -110913704.000000 Penalty: 147466.703125
Splitting cluster 22 changes total score from -110910056.000000 to -110913704.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 23 (21580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Entering Unmasked Estep 
Score: -2411621.750000 Penalty: 2474.921631
	Iteration 0F: 2 clusters Score -2411622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2396583.250000 Penalty: 4949.843262
	Iteration 0F: 3 clusters Score -2396583 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2401736.000000 Penalty: 4949.843262
	Iteration 1F: 3 clusters Score -2401736 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2402198.000000 Penalty: 4949.843262
	Iteration 2F: 3 clusters Score -2402198 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2402636.000000 Penalty: 4949.843262
	Iteration 3Q: 3 clusters Score -2402636 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2403079.750000 Penalty: 4949.843262
	Iteration 4Q: 3 clusters Score -2403080 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2403638.750000 Penalty: 4949.843262
	Iteration 5Q: 3 clusters Score -2403639 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2404316.500000 Penalty: 4949.843262
	Iteration 6F: 3 clusters Score -2404316 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2405081.250000 Penalty: 4949.843262
	Iteration 7F: 3 clusters Score -2405081 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2405907.500000 Penalty: 4949.843262
	Iteration 8F: 3 clusters Score -2405908 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2406753.250000 Penalty: 4949.843262
	Iteration 9F: 3 clusters Score -2406753 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2407430.500000 Penalty: 4949.843262
	Iteration 10Q: 3 clusters Score -2407430 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2407955.000000 Penalty: 4949.843262
	Iteration 11Q: 3 clusters Score -2407955 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2408303.750000 Penalty: 4949.843262
	Iteration 12Q: 3 clusters Score -2408304 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2408572.250000 Penalty: 4949.843262
	Iteration 13Q: 3 clusters Score -2408572 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2408773.250000 Penalty: 4949.843262
	Iteration 14Q: 3 clusters Score -2408773 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2408893.750000 Penalty: 4949.843262
	Iteration 15Q: 3 clusters Score -2408894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2408990.750000 Penalty: 4949.843262
	Iteration 16Q: 3 clusters Score -2408991 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2409054.000000 Penalty: 4949.843262
	Iteration 17Q: 3 clusters Score -2409054 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2409126.250000 Penalty: 4949.843262
	Iteration 18Q: 3 clusters Score -2409126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2409168.500000 Penalty: 4949.843262
	Iteration 19Q: 3 clusters Score -2409168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2409214.750000 Penalty: 4949.843262
	Iteration 20F: 3 clusters Score -2409215 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2409274.750000 Penalty: 4949.843262
	Iteration 21Q: 3 clusters Score -2409275 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2409318.500000 Penalty: 4949.843262
	Iteration 22Q: 3 clusters Score -2409318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2409369.750000 Penalty: 4949.843262
	Iteration 23Q: 3 clusters Score -2409370 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2409417.750000 Penalty: 4949.843262
	Iteration 24Q: 3 clusters Score -2409418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2409443.000000 Penalty: 4949.843262
	Iteration 25Q: 3 clusters Score -2409443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2409469.250000 Penalty: 4949.843262
	Iteration 26Q: 3 clusters Score -2409469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2409487.500000 Penalty: 4949.843262
	Iteration 27Q: 3 clusters Score -2409488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2409492.750000 Penalty: 4949.843262
	Iteration 28Q: 3 clusters Score -2409493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2409507.000000 Penalty: 4949.843262
	Iteration 29Q: 3 clusters Score -2409507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2409515.500000 Penalty: 4949.843262
	Iteration 30Q: 3 clusters Score -2409516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2409525.750000 Penalty: 4949.843262
	Iteration 31Q: 3 clusters Score -2409526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2409543.000000 Penalty: 4949.843262
	Iteration 32Q: 3 clusters Score -2409543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2409550.000000 Penalty: 4949.843262
	Iteration 33Q: 3 clusters Score -2409550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2409551.250000 Penalty: 4949.843262
	Iteration 34Q: 3 clusters Score -2409551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2409557.500000 Penalty: 4949.843262
	Iteration 35Q: 3 clusters Score -2409558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2409562.750000 Penalty: 4949.843262
	Iteration 36Q: 3 clusters Score -2409563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2409574.250000 Penalty: 4949.843262
	Iteration 37Q: 3 clusters Score -2409574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2409584.250000 Penalty: 4949.843262
	Iteration 38Q: 3 clusters Score -2409584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2409593.250000 Penalty: 4949.843262
	Iteration 39Q: 3 clusters Score -2409593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2409607.250000 Penalty: 4949.843262
	Iteration 40F: 3 clusters Score -2409607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2409620.250000 Penalty: 4949.843262
	Iteration 41Q: 3 clusters Score -2409620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2409620.500000 Penalty: 4949.843262
	Iteration 42Q: 3 clusters Score -2409620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2409629.000000 Penalty: 4949.843262
	Iteration 43Q: 3 clusters Score -2409629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2409626.000000 Penalty: 4949.843262
	Iteration 44Q: 3 clusters Score -2409626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2409621.250000 Penalty: 4949.843262
	Iteration 45Q: 3 clusters Score -2409621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2409625.750000 Penalty: 4949.843262
	Iteration 46Q: 3 clusters Score -2409626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2409629.750000 Penalty: 4949.843262
	Iteration 47Q: 3 clusters Score -2409630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2409635.000000 Penalty: 4949.843262
	Iteration 48Q: 3 clusters Score -2409635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2409630.000000 Penalty: 4949.843262
	Iteration 49Q: 3 clusters Score -2409630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2409631.500000 Penalty: 4949.843262
	Iteration 50Q: 3 clusters Score -2409632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2409635.250000 Penalty: 4949.843262
	Iteration 51Q: 3 clusters Score -2409635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2409641.000000 Penalty: 4949.843262
	Iteration 52Q: 3 clusters Score -2409641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2409644.000000 Penalty: 4949.843262
	Iteration 53Q: 3 clusters Score -2409644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2409639.500000 Penalty: 4949.843262
	Iteration 54Q: 3 clusters Score -2409640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2409640.500000 Penalty: 4949.843262
	Iteration 55Q: 3 clusters Score -2409640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2409646.000000 Penalty: 4949.843262
	Iteration 56Q: 3 clusters Score -2409646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2409656.250000 Penalty: 4949.843262
	Iteration 57Q: 3 clusters Score -2409656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2409660.250000 Penalty: 4949.843262
	Iteration 58Q: 3 clusters Score -2409660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2409664.500000 Penalty: 4949.843262
	Iteration 59Q: 3 clusters Score -2409664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2409666.000000 Penalty: 4949.843262
	Iteration 60F: 3 clusters Score -2409666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2409667.250000 Penalty: 4949.843262
	Iteration 61Q: 3 clusters Score -2409667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2409670.250000 Penalty: 4949.843262
	Iteration 62Q: 3 clusters Score -2409670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2409670.750000 Penalty: 4949.843262
	Iteration 63Q: 3 clusters Score -2409671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2409672.750000 Penalty: 4949.843262
	Iteration 64Q: 3 clusters Score -2409673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2409673.500000 Penalty: 4949.843262
	Iteration 65Q: 3 clusters Score -2409674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2409677.000000 Penalty: 4949.843262
	Iteration 66Q: 3 clusters Score -2409677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2409676.750000 Penalty: 4949.843262
	Iteration 67Q: 3 clusters Score -2409677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2409676.750000 Penalty: 4949.843262
	Iteration 68Q: 3 clusters Score -2409677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2409674.000000 Penalty: 4949.843262
	Iteration 69Q: 3 clusters Score -2409674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2409679.000000 Penalty: 4949.843262
	Iteration 70Q: 3 clusters Score -2409679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 4949.843262
	Iteration 71Q: 3 clusters Score -2409678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2409676.750000 Penalty: 4949.843262
	Iteration 72Q: 3 clusters Score -2409677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2409678.750000 Penalty: 4949.843262
	Iteration 73Q: 3 clusters Score -2409679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 4949.843262
	Iteration 74Q: 3 clusters Score -2409678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 4949.843262
	Iteration 75Q: 3 clusters Score -2409678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2409676.500000 Penalty: 4949.843262
	Iteration 76Q: 3 clusters Score -2409676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2409679.250000 Penalty: 4949.843262
	Iteration 77Q: 3 clusters Score -2409679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 4949.843262
	Iteration 78Q: 3 clusters Score -2409678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2409676.250000 Penalty: 4949.843262
	Iteration 79Q: 3 clusters Score -2409676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2409677.250000 Penalty: 4949.843262
	Iteration 80F: 3 clusters Score -2409677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2409676.750000 Penalty: 4949.843262
	Iteration 81Q: 3 clusters Score -2409677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2409676.750000 Penalty: 4949.843262
	Iteration 82F: 3 clusters Score -2409677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Entering Unmasked Estep 
Score: -3490553.250000 Penalty: 2566.632812
	Iteration 0F: 2 clusters Score -3490553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3469214.750000 Penalty: 5133.265625
	Iteration 0F: 3 clusters Score -3469215 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3476840.000000 Penalty: 5133.265625
	Iteration 1F: 3 clusters Score -3476840 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3477313.500000 Penalty: 5133.265625
	Iteration 2Q: 3 clusters Score -3477314 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3477717.500000 Penalty: 5133.265625
	Iteration 3Q: 3 clusters Score -3477718 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3478106.250000 Penalty: 5133.265625
	Iteration 4Q: 3 clusters Score -3478106 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3478558.250000 Penalty: 5133.265625
	Iteration 5Q: 3 clusters Score -3478558 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3479077.500000 Penalty: 5133.265625
	Iteration 6Q: 3 clusters Score -3479078 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3479715.500000 Penalty: 5133.265625
	Iteration 7Q: 3 clusters Score -3479716 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3480509.250000 Penalty: 5133.265625
	Iteration 8Q: 3 clusters Score -3480509 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3481431.750000 Penalty: 5133.265625
	Iteration 9F: 3 clusters Score -3481432 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3482671.000000 Penalty: 5133.265625
	Iteration 10F: 3 clusters Score -3482671 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3484115.250000 Penalty: 5133.265625
	Iteration 11F: 3 clusters Score -3484115 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3485521.250000 Penalty: 5133.265625
	Iteration 12F: 3 clusters Score -3485521 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3486699.000000 Penalty: 5133.265625
	Iteration 13Q: 3 clusters Score -3486699 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3487456.250000 Penalty: 5133.265625
	Iteration 14Q: 3 clusters Score -3487456 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3487990.500000 Penalty: 5133.265625
	Iteration 15Q: 3 clusters Score -3487990 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3488394.250000 Penalty: 5133.265625
	Iteration 16Q: 3 clusters Score -3488394 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3488745.000000 Penalty: 5133.265625
	Iteration 17Q: 3 clusters Score -3488745 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3489094.750000 Penalty: 5133.265625
	Iteration 18Q: 3 clusters Score -3489095 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3489256.500000 Penalty: 5133.265625
	Iteration 19Q: 3 clusters Score -3489256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3489333.500000 Penalty: 5133.265625
	Iteration 20F: 3 clusters Score -3489334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3489382.500000 Penalty: 5133.265625
	Iteration 21Q: 3 clusters Score -3489382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3489423.500000 Penalty: 5133.265625
	Iteration 22Q: 3 clusters Score -3489424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3489439.250000 Penalty: 5133.265625
	Iteration 23Q: 3 clusters Score -3489439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3489454.250000 Penalty: 5133.265625
	Iteration 24Q: 3 clusters Score -3489454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3489457.500000 Penalty: 5133.265625
	Iteration 25Q: 3 clusters Score -3489458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3489449.250000 Penalty: 5133.265625
	Iteration 26Q: 3 clusters Score -3489449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3489457.000000 Penalty: 5133.265625
	Iteration 27Q: 3 clusters Score -3489457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3489473.000000 Penalty: 5133.265625
	Iteration 28Q: 3 clusters Score -3489473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3489478.000000 Penalty: 5133.265625
	Iteration 29Q: 3 clusters Score -3489478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3489479.750000 Penalty: 5133.265625
	Iteration 30Q: 3 clusters Score -3489480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3489482.750000 Penalty: 5133.265625
	Iteration 31Q: 3 clusters Score -3489483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3489487.000000 Penalty: 5133.265625
	Iteration 32Q: 3 clusters Score -3489487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3489490.250000 Penalty: 5133.265625
	Iteration 33Q: 3 clusters Score -3489490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3489488.750000 Penalty: 5133.265625
	Iteration 34Q: 3 clusters Score -3489489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3489488.750000 Penalty: 5133.265625
	Iteration 35Q: 3 clusters Score -3489489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3489487.250000 Penalty: 5133.265625
	Iteration 36Q: 3 clusters Score -3489487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3489486.500000 Penalty: 5133.265625
	Iteration 37Q: 3 clusters Score -3489486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3489486.750000 Penalty: 5133.265625
	Iteration 38Q: 3 clusters Score -3489487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3489486.750000 Penalty: 5133.265625
	Iteration 39F: 3 clusters Score -3489487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -314944.718750 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -314944.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -311561.718750 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -311561.7 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -312286.062500 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -312286.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -312471.156250 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -312471.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -312630.406250 Penalty: 4001.616699
	Iteration 3F: 3 clusters Score -312630.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -312740.281250 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -312740.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -312844.343750 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -312844.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -312922.437500 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -312922.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -312997.812500 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -312997.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -313049.531250 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -313049.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -313098.312500 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -313098.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -313138.406250 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -313138.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -313168.500000 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -313168.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -313201.562500 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -313201.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -313241.937500 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -313241.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -313273.406250 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -313273.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -313311.406250 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -313311.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313344.593750 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -313344.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -313367.937500 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -313367.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -313391.218750 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -313391.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -313416.906250 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -313416.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -313439.906250 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -313439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -313461.312500 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -313461.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -313483.062500 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -313483.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -313502.843750 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -313502.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -313520.500000 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -313520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -313536.250000 Penalty: 4001.616699
	Iteration 25Q: 3 clusters Score -313536.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -313550.531250 Penalty: 4001.616699
	Iteration 26Q: 3 clusters Score -313550.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -313563.312500 Penalty: 4001.616699
	Iteration 27Q: 3 clusters Score -313563.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -313573.437500 Penalty: 4001.616699
	Iteration 28Q: 3 clusters Score -313573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -313577.781250 Penalty: 4001.616699
	Iteration 29Q: 3 clusters Score -313577.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -313582.843750 Penalty: 4001.616699
	Iteration 30Q: 3 clusters Score -313582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -313586.531250 Penalty: 4001.616699
	Iteration 31Q: 3 clusters Score -313586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -313589.781250 Penalty: 4001.616699
	Iteration 32Q: 3 clusters Score -313589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -313591.656250 Penalty: 4001.616699
	Iteration 33Q: 3 clusters Score -313591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -313592.687500 Penalty: 4001.616699
	Iteration 34Q: 3 clusters Score -313592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -313594.312500 Penalty: 4001.616699
	Iteration 35Q: 3 clusters Score -313594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -313596.093750 Penalty: 4001.616699
	Iteration 36Q: 3 clusters Score -313596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -313597.312500 Penalty: 4001.616699
	Iteration 37Q: 3 clusters Score -313597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -313599.718750 Penalty: 4001.616699
	Iteration 38Q: 3 clusters Score -313599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -313601.718750 Penalty: 4001.616699
	Iteration 39Q: 3 clusters Score -313601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -313604.406250 Penalty: 4001.616699
	Iteration 40F: 3 clusters Score -313604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -313606.500000 Penalty: 4001.616699
	Iteration 41Q: 3 clusters Score -313606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -313609.625000 Penalty: 4001.616699
	Iteration 42Q: 3 clusters Score -313609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -313613.437500 Penalty: 4001.616699
	Iteration 43Q: 3 clusters Score -313613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -313618.093750 Penalty: 4001.616699
	Iteration 44Q: 3 clusters Score -313618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -313618.718750 Penalty: 4001.616699
	Iteration 45Q: 3 clusters Score -313618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -313620.062500 Penalty: 4001.616699
	Iteration 46Q: 3 clusters Score -313620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -313621.500000 Penalty: 4001.616699
	Iteration 47Q: 3 clusters Score -313621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -313625.125000 Penalty: 4001.616699
	Iteration 48Q: 3 clusters Score -313625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313626.562500 Penalty: 4001.616699
	Iteration 49Q: 3 clusters Score -313626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313628.156250 Penalty: 4001.616699
	Iteration 50Q: 3 clusters Score -313628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313629.156250 Penalty: 4001.616699
	Iteration 51Q: 3 clusters Score -313629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313629.718750 Penalty: 4001.616699
	Iteration 52Q: 3 clusters Score -313629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -313630.187500 Penalty: 4001.616699
	Iteration 53Q: 3 clusters Score -313630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -313631.343750 Penalty: 4001.616699
	Iteration 54Q: 3 clusters Score -313631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -313632.781250 Penalty: 4001.616699
	Iteration 55Q: 3 clusters Score -313632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -313634.187500 Penalty: 4001.616699
	Iteration 56Q: 3 clusters Score -313634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -313634.187500 Penalty: 4001.616699
	Iteration 57Q: 3 clusters Score -313634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -313634.187500 Penalty: 4001.616699
	Iteration 58F: 3 clusters Score -313634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -185649.218750 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -185649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183201.093750 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -183201.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183623.281250 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -183623.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183744.578125 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -183744.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183810.656250 Penalty: 3692.347412
	Iteration 3Q: 3 clusters Score -183810.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183853.453125 Penalty: 3692.347412
	Iteration 4Q: 3 clusters Score -183853.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183873.593750 Penalty: 3692.347412
	Iteration 5Q: 3 clusters Score -183873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183883.437500 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -183883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183891.390625 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -183891.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183902.156250 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -183902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183912.812500 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -183912.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183916.421875 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -183916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183921.406250 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -183921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183925.343750 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -183925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183934.390625 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -183934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183941.250000 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -183941.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183949.156250 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -183949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -183951.687500 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -183951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -183951.906250 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -183951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -183951.906250 Penalty: 3692.347412
	Iteration 18F: 3 clusters Score -183951.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -124494.148438 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -124494.1 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 579 members 
Entering Unmasked Estep 
Score: -122462.968750 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -122463 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122777.492188 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -122777.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122887.000000 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -122887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122961.179688 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -122961.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -123024.179688 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -123024.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123072.601562 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -123072.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -123109.804688 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -123109.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123141.031250 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -123141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123170.914062 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -123170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123192.421875 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -123192.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -123207.335938 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -123207.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -123219.960938 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -123220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123236.140625 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -123236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123244.632812 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -123244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -123254.929688 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -123254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123260.976562 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -123261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123263.984375 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -123264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123263.984375 Penalty: 3485.548096
	Iteration 17F: 3 clusters Score -123264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Entering Unmasked Estep 
Score: -2132851.750000 Penalty: 2436.354980
	Iteration 0F: 2 clusters Score -2132852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2119783.750000 Penalty: 4872.709961
	Iteration 0F: 3 clusters Score -2119784 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2124152.250000 Penalty: 4872.709961
	Iteration 1F: 3 clusters Score -2124152 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2124525.750000 Penalty: 4872.709961
	Iteration 2F: 3 clusters Score -2124526 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2124802.500000 Penalty: 4872.709961
	Iteration 3Q: 3 clusters Score -2124802 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2125028.000000 Penalty: 4872.709961
	Iteration 4Q: 3 clusters Score -2125028 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2125252.500000 Penalty: 4872.709961
	Iteration 5Q: 3 clusters Score -2125252 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2125437.750000 Penalty: 4872.709961
	Iteration 6Q: 3 clusters Score -2125438 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2125613.250000 Penalty: 4872.709961
	Iteration 7Q: 3 clusters Score -2125613 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2125786.000000 Penalty: 4872.709961
	Iteration 8Q: 3 clusters Score -2125786 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2125963.250000 Penalty: 4872.709961
	Iteration 9Q: 3 clusters Score -2125963 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2126137.250000 Penalty: 4872.709961
	Iteration 10Q: 3 clusters Score -2126137 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2126323.250000 Penalty: 4872.709961
	Iteration 11Q: 3 clusters Score -2126323 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2126523.750000 Penalty: 4872.709961
	Iteration 12Q: 3 clusters Score -2126524 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2126729.750000 Penalty: 4872.709961
	Iteration 13Q: 3 clusters Score -2126730 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2127005.500000 Penalty: 4872.709961
	Iteration 14Q: 3 clusters Score -2127006 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2127388.750000 Penalty: 4872.709961
	Iteration 15Q: 3 clusters Score -2127389 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2127838.250000 Penalty: 4872.709961
	Iteration 16Q: 3 clusters Score -2127838 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2128226.750000 Penalty: 4872.709961
	Iteration 17Q: 3 clusters Score -2128227 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2128503.750000 Penalty: 4872.709961
	Iteration 18Q: 3 clusters Score -2128504 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2128636.500000 Penalty: 4872.709961
	Iteration 19Q: 3 clusters Score -2128636 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2128710.250000 Penalty: 4872.709961
	Iteration 20F: 3 clusters Score -2128710 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2128762.250000 Penalty: 4872.709961
	Iteration 21Q: 3 clusters Score -2128762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2128790.500000 Penalty: 4872.709961
	Iteration 22Q: 3 clusters Score -2128790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2128819.000000 Penalty: 4872.709961
	Iteration 23Q: 3 clusters Score -2128819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2128844.750000 Penalty: 4872.709961
	Iteration 24Q: 3 clusters Score -2128845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2128855.750000 Penalty: 4872.709961
	Iteration 25Q: 3 clusters Score -2128856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2128872.750000 Penalty: 4872.709961
	Iteration 26Q: 3 clusters Score -2128873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2128883.000000 Penalty: 4872.709961
	Iteration 27Q: 3 clusters Score -2128883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2128887.000000 Penalty: 4872.709961
	Iteration 28Q: 3 clusters Score -2128887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2128897.750000 Penalty: 4872.709961
	Iteration 29Q: 3 clusters Score -2128898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2128903.750000 Penalty: 4872.709961
	Iteration 30Q: 3 clusters Score -2128904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2128909.250000 Penalty: 4872.709961
	Iteration 31Q: 3 clusters Score -2128909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2128920.250000 Penalty: 4872.709961
	Iteration 32Q: 3 clusters Score -2128920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2128926.500000 Penalty: 4872.709961
	Iteration 33Q: 3 clusters Score -2128926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2128941.000000 Penalty: 4872.709961
	Iteration 34Q: 3 clusters Score -2128941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2128950.750000 Penalty: 4872.709961
	Iteration 35Q: 3 clusters Score -2128951 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2128956.250000 Penalty: 4872.709961
	Iteration 36Q: 3 clusters Score -2128956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2128961.250000 Penalty: 4872.709961
	Iteration 37Q: 3 clusters Score -2128961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2128977.750000 Penalty: 4872.709961
	Iteration 38Q: 3 clusters Score -2128978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2128995.000000 Penalty: 4872.709961
	Iteration 39Q: 3 clusters Score -2128995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2129000.500000 Penalty: 4872.709961
	Iteration 40F: 3 clusters Score -2129000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2129013.250000 Penalty: 4872.709961
	Iteration 41Q: 3 clusters Score -2129013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2129020.000000 Penalty: 4872.709961
	Iteration 42Q: 3 clusters Score -2129020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2129026.250000 Penalty: 4872.709961
	Iteration 43Q: 3 clusters Score -2129026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2129040.250000 Penalty: 4872.709961
	Iteration 44Q: 3 clusters Score -2129040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2129049.750000 Penalty: 4872.709961
	Iteration 45Q: 3 clusters Score -2129050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2129051.250000 Penalty: 4872.709961
	Iteration 46Q: 3 clusters Score -2129051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2129059.000000 Penalty: 4872.709961
	Iteration 47Q: 3 clusters Score -2129059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2129070.250000 Penalty: 4872.709961
	Iteration 48Q: 3 clusters Score -2129070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2129077.500000 Penalty: 4872.709961
	Iteration 49Q: 3 clusters Score -2129078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2129087.000000 Penalty: 4872.709961
	Iteration 50Q: 3 clusters Score -2129087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2129097.500000 Penalty: 4872.709961
	Iteration 51Q: 3 clusters Score -2129098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2129107.000000 Penalty: 4872.709961
	Iteration 52Q: 3 clusters Score -2129107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2129115.250000 Penalty: 4872.709961
	Iteration 53Q: 3 clusters Score -2129115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2129115.250000 Penalty: 4872.709961
	Iteration 54Q: 3 clusters Score -2129115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2129123.000000 Penalty: 4872.709961
	Iteration 55Q: 3 clusters Score -2129123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2129128.750000 Penalty: 4872.709961
	Iteration 56Q: 3 clusters Score -2129129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2129130.000000 Penalty: 4872.709961
	Iteration 57Q: 3 clusters Score -2129130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2129138.750000 Penalty: 4872.709961
	Iteration 58Q: 3 clusters Score -2129139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2129141.500000 Penalty: 4872.709961
	Iteration 59Q: 3 clusters Score -2129142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2129147.250000 Penalty: 4872.709961
	Iteration 60F: 3 clusters Score -2129147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2129157.750000 Penalty: 4872.709961
	Iteration 61Q: 3 clusters Score -2129158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2129164.750000 Penalty: 4872.709961
	Iteration 62Q: 3 clusters Score -2129165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2129167.750000 Penalty: 4872.709961
	Iteration 63Q: 3 clusters Score -2129168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2129176.250000 Penalty: 4872.709961
	Iteration 64Q: 3 clusters Score -2129176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2129184.750000 Penalty: 4872.709961
	Iteration 65Q: 3 clusters Score -2129185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2129191.500000 Penalty: 4872.709961
	Iteration 66Q: 3 clusters Score -2129192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2129190.250000 Penalty: 4872.709961
	Iteration 67Q: 3 clusters Score -2129190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2129197.750000 Penalty: 4872.709961
	Iteration 68Q: 3 clusters Score -2129198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2129200.500000 Penalty: 4872.709961
	Iteration 69Q: 3 clusters Score -2129200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2129205.000000 Penalty: 4872.709961
	Iteration 70Q: 3 clusters Score -2129205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2129211.500000 Penalty: 4872.709961
	Iteration 71Q: 3 clusters Score -2129212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2129215.750000 Penalty: 4872.709961
	Iteration 72Q: 3 clusters Score -2129216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2129222.000000 Penalty: 4872.709961
	Iteration 73Q: 3 clusters Score -2129222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2129221.500000 Penalty: 4872.709961
	Iteration 74Q: 3 clusters Score -2129222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2129221.250000 Penalty: 4872.709961
	Iteration 75Q: 3 clusters Score -2129221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2129230.000000 Penalty: 4872.709961
	Iteration 76Q: 3 clusters Score -2129230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2129230.500000 Penalty: 4872.709961
	Iteration 77Q: 3 clusters Score -2129230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2129235.250000 Penalty: 4872.709961
	Iteration 78Q: 3 clusters Score -2129235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2129241.500000 Penalty: 4872.709961
	Iteration 79Q: 3 clusters Score -2129242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2129244.000000 Penalty: 4872.709961
	Iteration 80F: 3 clusters Score -2129244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2129251.000000 Penalty: 4872.709961
	Iteration 81Q: 3 clusters Score -2129251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2129259.250000 Penalty: 4872.709961
	Iteration 82Q: 3 clusters Score -2129259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2129262.750000 Penalty: 4872.709961
	Iteration 83Q: 3 clusters Score -2129263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2129261.500000 Penalty: 4872.709961
	Iteration 84Q: 3 clusters Score -2129262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2129266.250000 Penalty: 4872.709961
	Iteration 85Q: 3 clusters Score -2129266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2129273.000000 Penalty: 4872.709961
	Iteration 86Q: 3 clusters Score -2129273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2129278.250000 Penalty: 4872.709961
	Iteration 87Q: 3 clusters Score -2129278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2129282.500000 Penalty: 4872.709961
	Iteration 88Q: 3 clusters Score -2129282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2129295.250000 Penalty: 4872.709961
	Iteration 89Q: 3 clusters Score -2129295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2129300.250000 Penalty: 4872.709961
	Iteration 90Q: 3 clusters Score -2129300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2129300.500000 Penalty: 4872.709961
	Iteration 91Q: 3 clusters Score -2129300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2129314.750000 Penalty: 4872.709961
	Iteration 92Q: 3 clusters Score -2129315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2129323.250000 Penalty: 4872.709961
	Iteration 93Q: 3 clusters Score -2129323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2129333.750000 Penalty: 4872.709961
	Iteration 94Q: 3 clusters Score -2129334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2129343.250000 Penalty: 4872.709961
	Iteration 95Q: 3 clusters Score -2129343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2129355.250000 Penalty: 4872.709961
	Iteration 96Q: 3 clusters Score -2129355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2129358.250000 Penalty: 4872.709961
	Iteration 97Q: 3 clusters Score -2129358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2129373.750000 Penalty: 4872.709961
	Iteration 98Q: 3 clusters Score -2129374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2129380.500000 Penalty: 4872.709961
	Iteration 99Q: 3 clusters Score -2129380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2129390.000000 Penalty: 4872.709961
	Iteration 100F: 3 clusters Score -2129390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2129408.750000 Penalty: 4872.709961
	Iteration 101Q: 3 clusters Score -2129409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2129413.500000 Penalty: 4872.709961
	Iteration 102Q: 3 clusters Score -2129414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2129422.250000 Penalty: 4872.709961
	Iteration 103Q: 3 clusters Score -2129422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2129434.000000 Penalty: 4872.709961
	Iteration 104Q: 3 clusters Score -2129434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2129455.250000 Penalty: 4872.709961
	Iteration 105Q: 3 clusters Score -2129455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2129466.000000 Penalty: 4872.709961
	Iteration 106Q: 3 clusters Score -2129466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2129483.500000 Penalty: 4872.709961
	Iteration 107Q: 3 clusters Score -2129484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2129505.500000 Penalty: 4872.709961
	Iteration 108Q: 3 clusters Score -2129506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2129534.250000 Penalty: 4872.709961
	Iteration 109Q: 3 clusters Score -2129534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2129556.500000 Penalty: 4872.709961
	Iteration 110Q: 3 clusters Score -2129556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2129587.750000 Penalty: 4872.709961
	Iteration 111Q: 3 clusters Score -2129588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2129612.750000 Penalty: 4872.709961
	Iteration 112Q: 3 clusters Score -2129613 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2129642.000000 Penalty: 4872.709961
	Iteration 113Q: 3 clusters Score -2129642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2129670.750000 Penalty: 4872.709961
	Iteration 114Q: 3 clusters Score -2129671 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2129717.000000 Penalty: 4872.709961
	Iteration 115Q: 3 clusters Score -2129717 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2129763.000000 Penalty: 4872.709961
	Iteration 116Q: 3 clusters Score -2129763 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2129814.250000 Penalty: 4872.709961
	Iteration 117Q: 3 clusters Score -2129814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2129869.000000 Penalty: 4872.709961
	Iteration 118Q: 3 clusters Score -2129869 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2129922.500000 Penalty: 4872.709961
	Iteration 119Q: 3 clusters Score -2129922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2129997.250000 Penalty: 4872.709961
	Iteration 120F: 3 clusters Score -2129997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2130053.750000 Penalty: 4872.709961
	Iteration 121Q: 3 clusters Score -2130054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2130121.250000 Penalty: 4872.709961
	Iteration 122Q: 3 clusters Score -2130121 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2130169.500000 Penalty: 4872.709961
	Iteration 123Q: 3 clusters Score -2130170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2130212.250000 Penalty: 4872.709961
	Iteration 124Q: 3 clusters Score -2130212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2130249.500000 Penalty: 4872.709961
	Iteration 125Q: 3 clusters Score -2130250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2130280.750000 Penalty: 4872.709961
	Iteration 126Q: 3 clusters Score -2130281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2130310.500000 Penalty: 4872.709961
	Iteration 127Q: 3 clusters Score -2130310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2130344.750000 Penalty: 4872.709961
	Iteration 128Q: 3 clusters Score -2130345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2130379.750000 Penalty: 4872.709961
	Iteration 129Q: 3 clusters Score -2130380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2130410.500000 Penalty: 4872.709961
	Iteration 130Q: 3 clusters Score -2130410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2130437.250000 Penalty: 4872.709961
	Iteration 131Q: 3 clusters Score -2130437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2130457.750000 Penalty: 4872.709961
	Iteration 132Q: 3 clusters Score -2130458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2130469.250000 Penalty: 4872.709961
	Iteration 133Q: 3 clusters Score -2130469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2130480.500000 Penalty: 4872.709961
	Iteration 134Q: 3 clusters Score -2130480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2130505.500000 Penalty: 4872.709961
	Iteration 135Q: 3 clusters Score -2130506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2130513.750000 Penalty: 4872.709961
	Iteration 136Q: 3 clusters Score -2130514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2130520.750000 Penalty: 4872.709961
	Iteration 137Q: 3 clusters Score -2130521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2130533.500000 Penalty: 4872.709961
	Iteration 138Q: 3 clusters Score -2130534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2130538.250000 Penalty: 4872.709961
	Iteration 139Q: 3 clusters Score -2130538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2130547.000000 Penalty: 4872.709961
	Iteration 140F: 3 clusters Score -2130547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2130550.250000 Penalty: 4872.709961
	Iteration 141Q: 3 clusters Score -2130550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2130554.250000 Penalty: 4872.709961
	Iteration 142Q: 3 clusters Score -2130554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2130560.000000 Penalty: 4872.709961
	Iteration 143Q: 3 clusters Score -2130560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2130568.500000 Penalty: 4872.709961
	Iteration 144Q: 3 clusters Score -2130568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2130577.250000 Penalty: 4872.709961
	Iteration 145Q: 3 clusters Score -2130577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2130579.000000 Penalty: 4872.709961
	Iteration 146Q: 3 clusters Score -2130579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2130585.250000 Penalty: 4872.709961
	Iteration 147Q: 3 clusters Score -2130585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2130587.000000 Penalty: 4872.709961
	Iteration 148Q: 3 clusters Score -2130587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2130590.000000 Penalty: 4872.709961
	Iteration 149Q: 3 clusters Score -2130590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2130587.750000 Penalty: 4872.709961
	Iteration 150Q: 3 clusters Score -2130588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2130590.500000 Penalty: 4872.709961
	Iteration 151Q: 3 clusters Score -2130590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2130591.000000 Penalty: 4872.709961
	Iteration 152Q: 3 clusters Score -2130591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2130593.000000 Penalty: 4872.709961
	Iteration 153Q: 3 clusters Score -2130593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2130593.000000 Penalty: 4872.709961
	Iteration 154F: 3 clusters Score -2130593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -214095.703125 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -214095.7 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 925 members 
Entering Unmasked Estep 
Score: -211518.437500 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -211518.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -211950.000000 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -211950 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212052.406250 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -212052.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212107.625000 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -212107.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212146.078125 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -212146.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -212163.000000 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -212163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212180.937500 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -212180.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212195.453125 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -212195.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212212.859375 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -212212.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212221.593750 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -212221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212229.562500 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -212229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212233.703125 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -212233.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212239.546875 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -212239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -212244.562500 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -212244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212246.437500 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -212246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212249.125000 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -212249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -212251.484375 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -212251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212258.343750 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -212258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -212263.921875 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -212263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212271.234375 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -212271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -212277.218750 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -212277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -212282.546875 Penalty: 3742.775391
	Iteration 21Q: 3 clusters Score -212282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212284.906250 Penalty: 3742.775391
	Iteration 22Q: 3 clusters Score -212284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -212290.328125 Penalty: 3742.775391
	Iteration 23Q: 3 clusters Score -212290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -212300.234375 Penalty: 3742.775391
	Iteration 24Q: 3 clusters Score -212300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212308.031250 Penalty: 3742.775391
	Iteration 25Q: 3 clusters Score -212308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -212311.046875 Penalty: 3742.775391
	Iteration 26Q: 3 clusters Score -212311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212313.593750 Penalty: 3742.775391
	Iteration 27Q: 3 clusters Score -212313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -212315.593750 Penalty: 3742.775391
	Iteration 28Q: 3 clusters Score -212315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212315.984375 Penalty: 3742.775391
	Iteration 29Q: 3 clusters Score -212316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212315.984375 Penalty: 3742.775391
	Iteration 30F: 3 clusters Score -212316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Entering Unmasked Estep 
Score: -1395571.125000 Penalty: 2355.317139
	Iteration 0F: 2 clusters Score -1395571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1385758.125000 Penalty: 4710.634277
	Iteration 0F: 3 clusters Score -1385758 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1388740.375000 Penalty: 4710.634277
	Iteration 1F: 3 clusters Score -1388740 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1389143.375000 Penalty: 4710.634277
	Iteration 2F: 3 clusters Score -1389143 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1389519.500000 Penalty: 4710.634277
	Iteration 3F: 3 clusters Score -1389520 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1389945.250000 Penalty: 4710.634277
	Iteration 4F: 3 clusters Score -1389945 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1390445.875000 Penalty: 4710.634277
	Iteration 5F: 3 clusters Score -1390446 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1390971.625000 Penalty: 4710.634277
	Iteration 6F: 3 clusters Score -1390972 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1391504.375000 Penalty: 4710.634277
	Iteration 7F: 3 clusters Score -1391504 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1392018.875000 Penalty: 4710.634277
	Iteration 8F: 3 clusters Score -1392019 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1392448.000000 Penalty: 4710.634277
	Iteration 9Q: 3 clusters Score -1392448 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1392760.375000 Penalty: 4710.634277
	Iteration 10Q: 3 clusters Score -1392760 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1392982.625000 Penalty: 4710.634277
	Iteration 11Q: 3 clusters Score -1392983 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1393150.375000 Penalty: 4710.634277
	Iteration 12Q: 3 clusters Score -1393150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1393267.250000 Penalty: 4710.634277
	Iteration 13Q: 3 clusters Score -1393267 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1393379.750000 Penalty: 4710.634277
	Iteration 14Q: 3 clusters Score -1393380 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1393482.000000 Penalty: 4710.634277
	Iteration 15Q: 3 clusters Score -1393482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1393570.625000 Penalty: 4710.634277
	Iteration 16Q: 3 clusters Score -1393571 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1393649.875000 Penalty: 4710.634277
	Iteration 17Q: 3 clusters Score -1393650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1393703.750000 Penalty: 4710.634277
	Iteration 18Q: 3 clusters Score -1393704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1393752.500000 Penalty: 4710.634277
	Iteration 19Q: 3 clusters Score -1393752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1393793.750000 Penalty: 4710.634277
	Iteration 20F: 3 clusters Score -1393794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1393841.000000 Penalty: 4710.634277
	Iteration 21Q: 3 clusters Score -1393841 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1393888.500000 Penalty: 4710.634277
	Iteration 22Q: 3 clusters Score -1393888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1393925.625000 Penalty: 4710.634277
	Iteration 23Q: 3 clusters Score -1393926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1393970.000000 Penalty: 4710.634277
	Iteration 24Q: 3 clusters Score -1393970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1394013.750000 Penalty: 4710.634277
	Iteration 25Q: 3 clusters Score -1394014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1394045.625000 Penalty: 4710.634277
	Iteration 26Q: 3 clusters Score -1394046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1394064.875000 Penalty: 4710.634277
	Iteration 27Q: 3 clusters Score -1394065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1394078.000000 Penalty: 4710.634277
	Iteration 28Q: 3 clusters Score -1394078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1394099.625000 Penalty: 4710.634277
	Iteration 29Q: 3 clusters Score -1394100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1394116.875000 Penalty: 4710.634277
	Iteration 30Q: 3 clusters Score -1394117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1394127.750000 Penalty: 4710.634277
	Iteration 31Q: 3 clusters Score -1394128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1394135.625000 Penalty: 4710.634277
	Iteration 32Q: 3 clusters Score -1394136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1394153.750000 Penalty: 4710.634277
	Iteration 33Q: 3 clusters Score -1394154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1394164.125000 Penalty: 4710.634277
	Iteration 34Q: 3 clusters Score -1394164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1394169.500000 Penalty: 4710.634277
	Iteration 35Q: 3 clusters Score -1394170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1394175.750000 Penalty: 4710.634277
	Iteration 36Q: 3 clusters Score -1394176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1394183.000000 Penalty: 4710.634277
	Iteration 37Q: 3 clusters Score -1394183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1394194.875000 Penalty: 4710.634277
	Iteration 38Q: 3 clusters Score -1394195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1394203.250000 Penalty: 4710.634277
	Iteration 39Q: 3 clusters Score -1394203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1394211.250000 Penalty: 4710.634277
	Iteration 40F: 3 clusters Score -1394211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1394218.750000 Penalty: 4710.634277
	Iteration 41Q: 3 clusters Score -1394219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1394233.250000 Penalty: 4710.634277
	Iteration 42Q: 3 clusters Score -1394233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1394243.875000 Penalty: 4710.634277
	Iteration 43Q: 3 clusters Score -1394244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1394244.875000 Penalty: 4710.634277
	Iteration 44Q: 3 clusters Score -1394245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1394249.125000 Penalty: 4710.634277
	Iteration 45Q: 3 clusters Score -1394249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1394252.000000 Penalty: 4710.634277
	Iteration 46Q: 3 clusters Score -1394252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1394251.875000 Penalty: 4710.634277
	Iteration 47Q: 3 clusters Score -1394252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1394252.875000 Penalty: 4710.634277
	Iteration 48Q: 3 clusters Score -1394253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1394256.625000 Penalty: 4710.634277
	Iteration 49Q: 3 clusters Score -1394257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1394256.250000 Penalty: 4710.634277
	Iteration 50Q: 3 clusters Score -1394256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1394255.875000 Penalty: 4710.634277
	Iteration 51Q: 3 clusters Score -1394256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1394255.875000 Penalty: 4710.634277
	Iteration 52F: 3 clusters Score -1394256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Entering Unmasked Estep 
Score: -986468.562500 Penalty: 2244.442627
	Iteration 0F: 2 clusters Score -986468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -979707.875000 Penalty: 4488.885254
	Iteration 0F: 3 clusters Score -979707.9 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -981558.500000 Penalty: 4488.885254
	Iteration 1F: 3 clusters Score -981558.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -981830.875000 Penalty: 4488.885254
	Iteration 2F: 3 clusters Score -981830.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -982009.375000 Penalty: 4488.885254
	Iteration 3Q: 3 clusters Score -982009.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -982140.500000 Penalty: 4488.885254
	Iteration 4Q: 3 clusters Score -982140.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -982278.500000 Penalty: 4488.885254
	Iteration 5Q: 3 clusters Score -982278.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -982410.625000 Penalty: 4488.885254
	Iteration 6Q: 3 clusters Score -982410.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -982539.562500 Penalty: 4488.885254
	Iteration 7Q: 3 clusters Score -982539.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -982675.062500 Penalty: 4488.885254
	Iteration 8Q: 3 clusters Score -982675.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -982826.375000 Penalty: 4488.885254
	Iteration 9Q: 3 clusters Score -982826.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -982981.562500 Penalty: 4488.885254
	Iteration 10Q: 3 clusters Score -982981.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -983176.687500 Penalty: 4488.885254
	Iteration 11Q: 3 clusters Score -983176.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -983396.000000 Penalty: 4488.885254
	Iteration 12Q: 3 clusters Score -983396 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -983627.812500 Penalty: 4488.885254
	Iteration 13Q: 3 clusters Score -983627.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -983830.937500 Penalty: 4488.885254
	Iteration 14Q: 3 clusters Score -983830.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -984004.562500 Penalty: 4488.885254
	Iteration 15Q: 3 clusters Score -984004.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -984166.687500 Penalty: 4488.885254
	Iteration 16Q: 3 clusters Score -984166.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -984288.000000 Penalty: 4488.885254
	Iteration 17Q: 3 clusters Score -984288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -984375.375000 Penalty: 4488.885254
	Iteration 18Q: 3 clusters Score -984375.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -984442.187500 Penalty: 4488.885254
	Iteration 19Q: 3 clusters Score -984442.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -984477.000000 Penalty: 4488.885254
	Iteration 20F: 3 clusters Score -984477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -984512.937500 Penalty: 4488.885254
	Iteration 21Q: 3 clusters Score -984512.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -984544.312500 Penalty: 4488.885254
	Iteration 22Q: 3 clusters Score -984544.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -984562.062500 Penalty: 4488.885254
	Iteration 23Q: 3 clusters Score -984562.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -984576.125000 Penalty: 4488.885254
	Iteration 24Q: 3 clusters Score -984576.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -984582.250000 Penalty: 4488.885254
	Iteration 25Q: 3 clusters Score -984582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -984584.937500 Penalty: 4488.885254
	Iteration 26Q: 3 clusters Score -984584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -984585.062500 Penalty: 4488.885254
	Iteration 27Q: 3 clusters Score -984585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -984585.750000 Penalty: 4488.885254
	Iteration 28Q: 3 clusters Score -984585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -984588.312500 Penalty: 4488.885254
	Iteration 29Q: 3 clusters Score -984588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -984588.187500 Penalty: 4488.885254
	Iteration 30Q: 3 clusters Score -984588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -984589.562500 Penalty: 4488.885254
	Iteration 31Q: 3 clusters Score -984589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -984589.562500 Penalty: 4488.885254
	Iteration 32F: 3 clusters Score -984589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Entering Unmasked Estep 
Score: -624061.062500 Penalty: 2143.406494
	Iteration 0F: 2 clusters Score -624061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -619078.000000 Penalty: 4286.812988
	Iteration 0F: 3 clusters Score -619078 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -620351.375000 Penalty: 4286.812988
	Iteration 1F: 3 clusters Score -620351.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -620602.062500 Penalty: 4286.812988
	Iteration 2F: 3 clusters Score -620602.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -620766.875000 Penalty: 4286.812988
	Iteration 3F: 3 clusters Score -620766.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -620894.812500 Penalty: 4286.812988
	Iteration 4Q: 3 clusters Score -620894.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -621006.250000 Penalty: 4286.812988
	Iteration 5Q: 3 clusters Score -621006.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -621113.562500 Penalty: 4286.812988
	Iteration 6Q: 3 clusters Score -621113.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -621215.562500 Penalty: 4286.812988
	Iteration 7Q: 3 clusters Score -621215.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -621311.312500 Penalty: 4286.812988
	Iteration 8Q: 3 clusters Score -621311.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -621383.437500 Penalty: 4286.812988
	Iteration 9Q: 3 clusters Score -621383.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -621454.125000 Penalty: 4286.812988
	Iteration 10Q: 3 clusters Score -621454.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -621516.062500 Penalty: 4286.812988
	Iteration 11Q: 3 clusters Score -621516.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -621571.437500 Penalty: 4286.812988
	Iteration 12Q: 3 clusters Score -621571.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -621618.875000 Penalty: 4286.812988
	Iteration 13Q: 3 clusters Score -621618.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -621658.000000 Penalty: 4286.812988
	Iteration 14Q: 3 clusters Score -621658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -621698.750000 Penalty: 4286.812988
	Iteration 15Q: 3 clusters Score -621698.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -621734.812500 Penalty: 4286.812988
	Iteration 16Q: 3 clusters Score -621734.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -621757.625000 Penalty: 4286.812988
	Iteration 17Q: 3 clusters Score -621757.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -621778.250000 Penalty: 4286.812988
	Iteration 18Q: 3 clusters Score -621778.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -621794.750000 Penalty: 4286.812988
	Iteration 19Q: 3 clusters Score -621794.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -621810.062500 Penalty: 4286.812988
	Iteration 20F: 3 clusters Score -621810.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -621821.937500 Penalty: 4286.812988
	Iteration 21Q: 3 clusters Score -621821.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -621833.687500 Penalty: 4286.812988
	Iteration 22Q: 3 clusters Score -621833.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -621847.312500 Penalty: 4286.812988
	Iteration 23Q: 3 clusters Score -621847.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -621859.562500 Penalty: 4286.812988
	Iteration 24Q: 3 clusters Score -621859.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -621874.625000 Penalty: 4286.812988
	Iteration 25Q: 3 clusters Score -621874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -621884.562500 Penalty: 4286.812988
	Iteration 26Q: 3 clusters Score -621884.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -621893.562500 Penalty: 4286.812988
	Iteration 27Q: 3 clusters Score -621893.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -621903.750000 Penalty: 4286.812988
	Iteration 28Q: 3 clusters Score -621903.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -621915.187500 Penalty: 4286.812988
	Iteration 29Q: 3 clusters Score -621915.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -621923.375000 Penalty: 4286.812988
	Iteration 30Q: 3 clusters Score -621923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -621933.312500 Penalty: 4286.812988
	Iteration 31Q: 3 clusters Score -621933.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -621942.375000 Penalty: 4286.812988
	Iteration 32Q: 3 clusters Score -621942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -621948.375000 Penalty: 4286.812988
	Iteration 33Q: 3 clusters Score -621948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -621952.125000 Penalty: 4286.812988
	Iteration 34Q: 3 clusters Score -621952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -621954.875000 Penalty: 4286.812988
	Iteration 35Q: 3 clusters Score -621954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -621956.375000 Penalty: 4286.812988
	Iteration 36Q: 3 clusters Score -621956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -621959.062500 Penalty: 4286.812988
	Iteration 37Q: 3 clusters Score -621959.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -621965.062500 Penalty: 4286.812988
	Iteration 38Q: 3 clusters Score -621965.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -621971.875000 Penalty: 4286.812988
	Iteration 39Q: 3 clusters Score -621971.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -621977.812500 Penalty: 4286.812988
	Iteration 40F: 3 clusters Score -621977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -621983.437500 Penalty: 4286.812988
	Iteration 41Q: 3 clusters Score -621983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -621986.687500 Penalty: 4286.812988
	Iteration 42Q: 3 clusters Score -621986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -621988.625000 Penalty: 4286.812988
	Iteration 43Q: 3 clusters Score -621988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -621992.437500 Penalty: 4286.812988
	Iteration 44Q: 3 clusters Score -621992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -621999.250000 Penalty: 4286.812988
	Iteration 45Q: 3 clusters Score -621999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -622003.750000 Penalty: 4286.812988
	Iteration 46Q: 3 clusters Score -622003.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -622010.250000 Penalty: 4286.812988
	Iteration 47Q: 3 clusters Score -622010.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -622013.437500 Penalty: 4286.812988
	Iteration 48Q: 3 clusters Score -622013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -622016.125000 Penalty: 4286.812988
	Iteration 49Q: 3 clusters Score -622016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -622018.875000 Penalty: 4286.812988
	Iteration 50Q: 3 clusters Score -622018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -622021.375000 Penalty: 4286.812988
	Iteration 51Q: 3 clusters Score -622021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -622023.062500 Penalty: 4286.812988
	Iteration 52Q: 3 clusters Score -622023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -622026.750000 Penalty: 4286.812988
	Iteration 53Q: 3 clusters Score -622026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -622030.187500 Penalty: 4286.812988
	Iteration 54Q: 3 clusters Score -622030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -622032.312500 Penalty: 4286.812988
	Iteration 55Q: 3 clusters Score -622032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -622032.875000 Penalty: 4286.812988
	Iteration 56Q: 3 clusters Score -622032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -622037.750000 Penalty: 4286.812988
	Iteration 57Q: 3 clusters Score -622037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -622043.500000 Penalty: 4286.812988
	Iteration 58Q: 3 clusters Score -622043.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -622048.937500 Penalty: 4286.812988
	Iteration 59Q: 3 clusters Score -622048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -622055.500000 Penalty: 4286.812988
	Iteration 60F: 3 clusters Score -622055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -622058.500000 Penalty: 4286.812988
	Iteration 61Q: 3 clusters Score -622058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -622059.437500 Penalty: 4286.812988
	Iteration 62Q: 3 clusters Score -622059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -622060.250000 Penalty: 4286.812988
	Iteration 63Q: 3 clusters Score -622060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -622059.562500 Penalty: 4286.812988
	Iteration 64Q: 3 clusters Score -622059.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -622065.062500 Penalty: 4286.812988
	Iteration 65Q: 3 clusters Score -622065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -622069.187500 Penalty: 4286.812988
	Iteration 66Q: 3 clusters Score -622069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -622073.937500 Penalty: 4286.812988
	Iteration 67Q: 3 clusters Score -622073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -622078.562500 Penalty: 4286.812988
	Iteration 68Q: 3 clusters Score -622078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -622081.312500 Penalty: 4286.812988
	Iteration 69Q: 3 clusters Score -622081.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -622085.750000 Penalty: 4286.812988
	Iteration 70Q: 3 clusters Score -622085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -622096.187500 Penalty: 4286.812988
	Iteration 71Q: 3 clusters Score -622096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -622104.437500 Penalty: 4286.812988
	Iteration 72Q: 3 clusters Score -622104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -622109.562500 Penalty: 4286.812988
	Iteration 73Q: 3 clusters Score -622109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -622113.437500 Penalty: 4286.812988
	Iteration 74Q: 3 clusters Score -622113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -622119.500000 Penalty: 4286.812988
	Iteration 75Q: 3 clusters Score -622119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -622122.625000 Penalty: 4286.812988
	Iteration 76Q: 3 clusters Score -622122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -622131.312500 Penalty: 4286.812988
	Iteration 77Q: 3 clusters Score -622131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -622137.812500 Penalty: 4286.812988
	Iteration 78Q: 3 clusters Score -622137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -622143.250000 Penalty: 4286.812988
	Iteration 79Q: 3 clusters Score -622143.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -622146.125000 Penalty: 4286.812988
	Iteration 80F: 3 clusters Score -622146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -622151.937500 Penalty: 4286.812988
	Iteration 81Q: 3 clusters Score -622151.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -622154.562500 Penalty: 4286.812988
	Iteration 82Q: 3 clusters Score -622154.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -622159.500000 Penalty: 4286.812988
	Iteration 83Q: 3 clusters Score -622159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -622159.875000 Penalty: 4286.812988
	Iteration 84Q: 3 clusters Score -622159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -622163.437500 Penalty: 4286.812988
	Iteration 85Q: 3 clusters Score -622163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -622166.062500 Penalty: 4286.812988
	Iteration 86Q: 3 clusters Score -622166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -622169.562500 Penalty: 4286.812988
	Iteration 87Q: 3 clusters Score -622169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -622169.562500 Penalty: 4286.812988
	Iteration 88F: 3 clusters Score -622169.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1314646.625000 Penalty: 2326.824951
	Iteration 0F: 2 clusters Score -1314647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1305807.625000 Penalty: 4653.649902
	Iteration 0F: 3 clusters Score -1305808 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1308439.625000 Penalty: 4653.649902
	Iteration 1F: 3 clusters Score -1308440 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1308790.625000 Penalty: 4653.649902
	Iteration 2F: 3 clusters Score -1308791 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1309108.750000 Penalty: 4653.649902
	Iteration 3F: 3 clusters Score -1309109 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1309393.500000 Penalty: 4653.649902
	Iteration 4Q: 3 clusters Score -1309394 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1309655.875000 Penalty: 4653.649902
	Iteration 5Q: 3 clusters Score -1309656 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1309888.000000 Penalty: 4653.649902
	Iteration 6Q: 3 clusters Score -1309888 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1310095.625000 Penalty: 4653.649902
	Iteration 7Q: 3 clusters Score -1310096 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1310325.500000 Penalty: 4653.649902
	Iteration 8Q: 3 clusters Score -1310326 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1310626.250000 Penalty: 4653.649902
	Iteration 9Q: 3 clusters Score -1310626 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1310952.500000 Penalty: 4653.649902
	Iteration 10Q: 3 clusters Score -1310952 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1311300.750000 Penalty: 4653.649902
	Iteration 11Q: 3 clusters Score -1311301 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1311630.250000 Penalty: 4653.649902
	Iteration 12Q: 3 clusters Score -1311630 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1311935.375000 Penalty: 4653.649902
	Iteration 13Q: 3 clusters Score -1311935 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1312174.250000 Penalty: 4653.649902
	Iteration 14Q: 3 clusters Score -1312174 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1312374.000000 Penalty: 4653.649902
	Iteration 15Q: 3 clusters Score -1312374 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1312560.750000 Penalty: 4653.649902
	Iteration 16Q: 3 clusters Score -1312561 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1312725.875000 Penalty: 4653.649902
	Iteration 17Q: 3 clusters Score -1312726 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1312864.750000 Penalty: 4653.649902
	Iteration 18Q: 3 clusters Score -1312865 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1312996.875000 Penalty: 4653.649902
	Iteration 19Q: 3 clusters Score -1312997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1313105.125000 Penalty: 4653.649902
	Iteration 20F: 3 clusters Score -1313105 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1313182.750000 Penalty: 4653.649902
	Iteration 21Q: 3 clusters Score -1313183 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1313254.375000 Penalty: 4653.649902
	Iteration 22Q: 3 clusters Score -1313254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1313304.125000 Penalty: 4653.649902
	Iteration 23Q: 3 clusters Score -1313304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1313353.125000 Penalty: 4653.649902
	Iteration 24Q: 3 clusters Score -1313353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1313388.125000 Penalty: 4653.649902
	Iteration 25Q: 3 clusters Score -1313388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1313424.625000 Penalty: 4653.649902
	Iteration 26Q: 3 clusters Score -1313425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1313463.125000 Penalty: 4653.649902
	Iteration 27Q: 3 clusters Score -1313463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1313495.750000 Penalty: 4653.649902
	Iteration 28Q: 3 clusters Score -1313496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1313535.250000 Penalty: 4653.649902
	Iteration 29Q: 3 clusters Score -1313535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1313576.250000 Penalty: 4653.649902
	Iteration 30Q: 3 clusters Score -1313576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1313600.000000 Penalty: 4653.649902
	Iteration 31Q: 3 clusters Score -1313600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1313626.750000 Penalty: 4653.649902
	Iteration 32Q: 3 clusters Score -1313627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1313645.125000 Penalty: 4653.649902
	Iteration 33Q: 3 clusters Score -1313645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1313664.625000 Penalty: 4653.649902
	Iteration 34Q: 3 clusters Score -1313665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1313681.625000 Penalty: 4653.649902
	Iteration 35Q: 3 clusters Score -1313682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1313706.000000 Penalty: 4653.649902
	Iteration 36Q: 3 clusters Score -1313706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1313731.375000 Penalty: 4653.649902
	Iteration 37Q: 3 clusters Score -1313731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1313749.500000 Penalty: 4653.649902
	Iteration 38Q: 3 clusters Score -1313750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1313758.250000 Penalty: 4653.649902
	Iteration 39Q: 3 clusters Score -1313758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1313763.000000 Penalty: 4653.649902
	Iteration 40F: 3 clusters Score -1313763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1313767.625000 Penalty: 4653.649902
	Iteration 41Q: 3 clusters Score -1313768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1313768.375000 Penalty: 4653.649902
	Iteration 42Q: 3 clusters Score -1313768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1313772.000000 Penalty: 4653.649902
	Iteration 43Q: 3 clusters Score -1313772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1313774.250000 Penalty: 4653.649902
	Iteration 44Q: 3 clusters Score -1313774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1313776.500000 Penalty: 4653.649902
	Iteration 45Q: 3 clusters Score -1313776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1313781.375000 Penalty: 4653.649902
	Iteration 46Q: 3 clusters Score -1313781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1313780.750000 Penalty: 4653.649902
	Iteration 47Q: 3 clusters Score -1313781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1313782.875000 Penalty: 4653.649902
	Iteration 48Q: 3 clusters Score -1313783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1313782.875000 Penalty: 4653.649902
	Iteration 49F: 3 clusters Score -1313783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -62800.687500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -62800.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61176.468750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -61176.47 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61629.609375 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -61629.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61952.152344 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -61952.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -62322.324219 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -62322.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62638.605469 Penalty: 3279.572266
	Iteration 4F: 3 clusters Score -62638.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -62757.300781 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -62757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62809.796875 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -62809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62857.007812 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -62857.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -62869.285156 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -62869.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62888.125000 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -62888.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62901.050781 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -62901.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -62937.882812 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -62937.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -62956.964844 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -62956.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -62961.535156 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -62961.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62964.433594 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -62964.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62965.414062 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -62965.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62967.285156 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -62967.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62967.796875 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -62967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62967.796875 Penalty: 3279.572266
	Iteration 18F: 3 clusters Score -62967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 338996 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 3527 members 
Mstep: Class 44 contains 491 members 
Entering Unmasked Estep 
Score: -110912152.000000 Penalty: 150896.156250
Splitting cluster 34 changes total score from -110910056.000000 to -110912152.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 35 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -99045.890625 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -99045.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97098.382812 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -97098.38 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98166.359375 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -98166.36 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99662.960938 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -99662.96 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101129.679688 Penalty: 3502.846924
	Iteration 3F: 3 clusters Score -101129.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101851.734375 Penalty: 3502.846924
	Iteration 4F: 3 clusters Score -101851.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102116.039062 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -102116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102400.234375 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -102400.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102624.218750 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -102624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102742.523438 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -102742.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102977.070312 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -102977.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103307.804688 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -103307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103829.468750 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -103829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104010.546875 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -104010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104077.515625 Penalty: 3502.846924
	Iteration 13F: 3 clusters Score -104077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104565.718750 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -104565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105384.320312 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -105384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105384.320312 Penalty: 3502.846924
	Iteration 16F: 3 clusters Score -105384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 338996 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 3527 members 
Mstep: Class 44 contains 491 members 
Mstep: Class 45 contains 449 members 
Entering Unmasked Estep 
Score: -110916760.000000 Penalty: 154325.625000
Splitting cluster 35 changes total score from -110910056.000000 to -110916760.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 36 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -711072.937500 Penalty: 2171.735352
	Iteration 0F: 2 clusters Score -711072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -705664.562500 Penalty: 4343.470703
	Iteration 0F: 3 clusters Score -705664.6 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -707013.062500 Penalty: 4343.470703
	Iteration 1F: 3 clusters Score -707013.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -707221.062500 Penalty: 4343.470703
	Iteration 2F: 3 clusters Score -707221.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -707374.687500 Penalty: 4343.470703
	Iteration 3Q: 3 clusters Score -707374.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -707488.500000 Penalty: 4343.470703
	Iteration 4Q: 3 clusters Score -707488.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -707570.687500 Penalty: 4343.470703
	Iteration 5Q: 3 clusters Score -707570.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -707635.500000 Penalty: 4343.470703
	Iteration 6Q: 3 clusters Score -707635.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -707691.000000 Penalty: 4343.470703
	Iteration 7Q: 3 clusters Score -707691 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -707736.250000 Penalty: 4343.470703
	Iteration 8Q: 3 clusters Score -707736.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -707797.250000 Penalty: 4343.470703
	Iteration 9Q: 3 clusters Score -707797.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -707854.312500 Penalty: 4343.470703
	Iteration 10Q: 3 clusters Score -707854.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -707903.500000 Penalty: 4343.470703
	Iteration 11Q: 3 clusters Score -707903.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -707963.875000 Penalty: 4343.470703
	Iteration 12Q: 3 clusters Score -707963.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -708028.312500 Penalty: 4343.470703
	Iteration 13Q: 3 clusters Score -708028.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -708111.250000 Penalty: 4343.470703
	Iteration 14Q: 3 clusters Score -708111.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -708189.375000 Penalty: 4343.470703
	Iteration 15Q: 3 clusters Score -708189.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -708267.062500 Penalty: 4343.470703
	Iteration 16Q: 3 clusters Score -708267.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -708369.437500 Penalty: 4343.470703
	Iteration 17Q: 3 clusters Score -708369.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -708493.625000 Penalty: 4343.470703
	Iteration 18Q: 3 clusters Score -708493.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -708606.187500 Penalty: 4343.470703
	Iteration 19Q: 3 clusters Score -708606.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -708713.187500 Penalty: 4343.470703
	Iteration 20F: 3 clusters Score -708713.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -708792.250000 Penalty: 4343.470703
	Iteration 21Q: 3 clusters Score -708792.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -708861.000000 Penalty: 4343.470703
	Iteration 22Q: 3 clusters Score -708861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -708916.625000 Penalty: 4343.470703
	Iteration 23Q: 3 clusters Score -708916.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -708960.250000 Penalty: 4343.470703
	Iteration 24Q: 3 clusters Score -708960.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -708990.625000 Penalty: 4343.470703
	Iteration 25Q: 3 clusters Score -708990.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -709022.437500 Penalty: 4343.470703
	Iteration 26Q: 3 clusters Score -709022.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -709048.437500 Penalty: 4343.470703
	Iteration 27Q: 3 clusters Score -709048.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -709069.000000 Penalty: 4343.470703
	Iteration 28Q: 3 clusters Score -709069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -709088.500000 Penalty: 4343.470703
	Iteration 29Q: 3 clusters Score -709088.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -709107.312500 Penalty: 4343.470703
	Iteration 30Q: 3 clusters Score -709107.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -709130.000000 Penalty: 4343.470703
	Iteration 31Q: 3 clusters Score -709130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -709147.062500 Penalty: 4343.470703
	Iteration 32Q: 3 clusters Score -709147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -709152.687500 Penalty: 4343.470703
	Iteration 33Q: 3 clusters Score -709152.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -709159.562500 Penalty: 4343.470703
	Iteration 34Q: 3 clusters Score -709159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -709161.812500 Penalty: 4343.470703
	Iteration 35Q: 3 clusters Score -709161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -709164.125000 Penalty: 4343.470703
	Iteration 36Q: 3 clusters Score -709164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -709169.062500 Penalty: 4343.470703
	Iteration 37Q: 3 clusters Score -709169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -709170.687500 Penalty: 4343.470703
	Iteration 38Q: 3 clusters Score -709170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -709172.812500 Penalty: 4343.470703
	Iteration 39Q: 3 clusters Score -709172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -709172.812500 Penalty: 4343.470703
	Iteration 40F: 3 clusters Score -709172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (31129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Entering Unmasked Estep 
Score: -3250060.000000 Penalty: 2565.781982
	Iteration 0F: 2 clusters Score -3250060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3228819.000000 Penalty: 5131.563965
	Iteration 0F: 3 clusters Score -3228819 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3236504.250000 Penalty: 5131.563965
	Iteration 1F: 3 clusters Score -3236504 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3237188.250000 Penalty: 5131.563965
	Iteration 2F: 3 clusters Score -3237188 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3237817.000000 Penalty: 5131.563965
	Iteration 3Q: 3 clusters Score -3237817 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3238421.250000 Penalty: 5131.563965
	Iteration 4Q: 3 clusters Score -3238421 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3239029.000000 Penalty: 5131.563965
	Iteration 5Q: 3 clusters Score -3239029 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3239567.500000 Penalty: 5131.563965
	Iteration 6Q: 3 clusters Score -3239568 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3240133.750000 Penalty: 5131.563965
	Iteration 7Q: 3 clusters Score -3240134 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3240755.000000 Penalty: 5131.563965
	Iteration 8Q: 3 clusters Score -3240755 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3241479.500000 Penalty: 5131.563965
	Iteration 9Q: 3 clusters Score -3241480 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3242333.000000 Penalty: 5131.563965
	Iteration 10Q: 3 clusters Score -3242333 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3243305.500000 Penalty: 5131.563965
	Iteration 11Q: 3 clusters Score -3243306 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3244260.750000 Penalty: 5131.563965
	Iteration 12Q: 3 clusters Score -3244261 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3245086.250000 Penalty: 5131.563965
	Iteration 13Q: 3 clusters Score -3245086 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3245817.500000 Penalty: 5131.563965
	Iteration 14Q: 3 clusters Score -3245818 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3246394.750000 Penalty: 5131.563965
	Iteration 15Q: 3 clusters Score -3246395 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3246897.500000 Penalty: 5131.563965
	Iteration 16Q: 3 clusters Score -3246898 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3247290.250000 Penalty: 5131.563965
	Iteration 17Q: 3 clusters Score -3247290 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3247541.750000 Penalty: 5131.563965
	Iteration 18Q: 3 clusters Score -3247542 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3247770.500000 Penalty: 5131.563965
	Iteration 19Q: 3 clusters Score -3247770 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3247928.750000 Penalty: 5131.563965
	Iteration 20F: 3 clusters Score -3247929 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3248034.500000 Penalty: 5131.563965
	Iteration 21Q: 3 clusters Score -3248034 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3248126.750000 Penalty: 5131.563965
	Iteration 22Q: 3 clusters Score -3248127 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3248215.250000 Penalty: 5131.563965
	Iteration 23Q: 3 clusters Score -3248215 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3248278.250000 Penalty: 5131.563965
	Iteration 24Q: 3 clusters Score -3248278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3248323.750000 Penalty: 5131.563965
	Iteration 25Q: 3 clusters Score -3248324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3248346.250000 Penalty: 5131.563965
	Iteration 26Q: 3 clusters Score -3248346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3248377.500000 Penalty: 5131.563965
	Iteration 27Q: 3 clusters Score -3248378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3248386.250000 Penalty: 5131.563965
	Iteration 28Q: 3 clusters Score -3248386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3248393.250000 Penalty: 5131.563965
	Iteration 29Q: 3 clusters Score -3248393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3248395.750000 Penalty: 5131.563965
	Iteration 30Q: 3 clusters Score -3248396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3248401.000000 Penalty: 5131.563965
	Iteration 31Q: 3 clusters Score -3248401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3248398.250000 Penalty: 5131.563965
	Iteration 32Q: 3 clusters Score -3248398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3248405.250000 Penalty: 5131.563965
	Iteration 33Q: 3 clusters Score -3248405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3248411.750000 Penalty: 5131.563965
	Iteration 34Q: 3 clusters Score -3248412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3248417.500000 Penalty: 5131.563965
	Iteration 35Q: 3 clusters Score -3248418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3248421.250000 Penalty: 5131.563965
	Iteration 36Q: 3 clusters Score -3248421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3248425.500000 Penalty: 5131.563965
	Iteration 37Q: 3 clusters Score -3248426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3248430.250000 Penalty: 5131.563965
	Iteration 38Q: 3 clusters Score -3248430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3248433.000000 Penalty: 5131.563965
	Iteration 39Q: 3 clusters Score -3248433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3248434.000000 Penalty: 5131.563965
	Iteration 40F: 3 clusters Score -3248434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3248430.500000 Penalty: 5131.563965
	Iteration 41Q: 3 clusters Score -3248430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3248432.500000 Penalty: 5131.563965
	Iteration 42Q: 3 clusters Score -3248432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3248436.750000 Penalty: 5131.563965
	Iteration 43Q: 3 clusters Score -3248437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3248441.250000 Penalty: 5131.563965
	Iteration 44Q: 3 clusters Score -3248441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3248442.250000 Penalty: 5131.563965
	Iteration 45Q: 3 clusters Score -3248442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3248443.000000 Penalty: 5131.563965
	Iteration 46Q: 3 clusters Score -3248443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3248446.000000 Penalty: 5131.563965
	Iteration 47Q: 3 clusters Score -3248446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3248449.000000 Penalty: 5131.563965
	Iteration 48Q: 3 clusters Score -3248449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3248451.000000 Penalty: 5131.563965
	Iteration 49Q: 3 clusters Score -3248451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3248448.500000 Penalty: 5131.563965
	Iteration 50Q: 3 clusters Score -3248448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3248447.750000 Penalty: 5131.563965
	Iteration 51Q: 3 clusters Score -3248448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3248447.500000 Penalty: 5131.563965
	Iteration 52Q: 3 clusters Score -3248448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3248446.750000 Penalty: 5131.563965
	Iteration 53Q: 3 clusters Score -3248447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3248446.250000 Penalty: 5131.563965
	Iteration 54Q: 3 clusters Score -3248446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3248447.000000 Penalty: 5131.563965
	Iteration 55Q: 3 clusters Score -3248447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3248451.250000 Penalty: 5131.563965
	Iteration 56Q: 3 clusters Score -3248451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3248448.000000 Penalty: 5131.563965
	Iteration 57Q: 3 clusters Score -3248448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3248447.500000 Penalty: 5131.563965
	Iteration 58Q: 3 clusters Score -3248448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3248446.250000 Penalty: 5131.563965
	Iteration 59Q: 3 clusters Score -3248446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3248447.000000 Penalty: 5131.563965
	Iteration 60F: 3 clusters Score -3248447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3248446.000000 Penalty: 5131.563965
	Iteration 61Q: 3 clusters Score -3248446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3248453.750000 Penalty: 5131.563965
	Iteration 62Q: 3 clusters Score -3248454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3248456.500000 Penalty: 5131.563965
	Iteration 63Q: 3 clusters Score -3248456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3248455.750000 Penalty: 5131.563965
	Iteration 64Q: 3 clusters Score -3248456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3248457.750000 Penalty: 5131.563965
	Iteration 65Q: 3 clusters Score -3248458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3248458.250000 Penalty: 5131.563965
	Iteration 66Q: 3 clusters Score -3248458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3248458.250000 Penalty: 5131.563965
	Iteration 67Q: 3 clusters Score -3248458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3248461.750000 Penalty: 5131.563965
	Iteration 68Q: 3 clusters Score -3248462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3248462.500000 Penalty: 5131.563965
	Iteration 69Q: 3 clusters Score -3248462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3248461.250000 Penalty: 5131.563965
	Iteration 70Q: 3 clusters Score -3248461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3248466.000000 Penalty: 5131.563965
	Iteration 71Q: 3 clusters Score -3248466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3248469.250000 Penalty: 5131.563965
	Iteration 72Q: 3 clusters Score -3248469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3248472.750000 Penalty: 5131.563965
	Iteration 73Q: 3 clusters Score -3248473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3248475.000000 Penalty: 5131.563965
	Iteration 74Q: 3 clusters Score -3248475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3248481.750000 Penalty: 5131.563965
	Iteration 75Q: 3 clusters Score -3248482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3248483.750000 Penalty: 5131.563965
	Iteration 76Q: 3 clusters Score -3248484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3248485.000000 Penalty: 5131.563965
	Iteration 77Q: 3 clusters Score -3248485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3248486.500000 Penalty: 5131.563965
	Iteration 78Q: 3 clusters Score -3248486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3248484.500000 Penalty: 5131.563965
	Iteration 79Q: 3 clusters Score -3248484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3248483.000000 Penalty: 5131.563965
	Iteration 80F: 3 clusters Score -3248483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3248488.500000 Penalty: 5131.563965
	Iteration 81Q: 3 clusters Score -3248488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3248492.000000 Penalty: 5131.563965
	Iteration 82Q: 3 clusters Score -3248492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3248491.750000 Penalty: 5131.563965
	Iteration 83Q: 3 clusters Score -3248492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3248493.500000 Penalty: 5131.563965
	Iteration 84Q: 3 clusters Score -3248494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3248491.750000 Penalty: 5131.563965
	Iteration 85Q: 3 clusters Score -3248492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3248499.500000 Penalty: 5131.563965
	Iteration 86Q: 3 clusters Score -3248500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3248497.500000 Penalty: 5131.563965
	Iteration 87Q: 3 clusters Score -3248498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3248497.500000 Penalty: 5131.563965
	Iteration 88F: 3 clusters Score -3248498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (13806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Entering Unmasked Estep 
Score: -1583430.750000 Penalty: 2364.148926
	Iteration 0F: 2 clusters Score -1583431 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 6964 members 
Entering Unmasked Estep 
Score: -1573221.000000 Penalty: 4728.297852
	Iteration 0F: 3 clusters Score -1573221 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1576259.875000 Penalty: 4728.297852
	Iteration 1F: 3 clusters Score -1576260 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1576582.000000 Penalty: 4728.297852
	Iteration 2F: 3 clusters Score -1576582 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1576849.000000 Penalty: 4728.297852
	Iteration 3Q: 3 clusters Score -1576849 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1577146.000000 Penalty: 4728.297852
	Iteration 4Q: 3 clusters Score -1577146 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1577456.250000 Penalty: 4728.297852
	Iteration 5Q: 3 clusters Score -1577456 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1577845.125000 Penalty: 4728.297852
	Iteration 6Q: 3 clusters Score -1577845 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1578351.375000 Penalty: 4728.297852
	Iteration 7F: 3 clusters Score -1578351 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1578985.375000 Penalty: 4728.297852
	Iteration 8F: 3 clusters Score -1578985 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1579691.875000 Penalty: 4728.297852
	Iteration 9F: 3 clusters Score -1579692 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1580308.750000 Penalty: 4728.297852
	Iteration 10Q: 3 clusters Score -1580309 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1580764.250000 Penalty: 4728.297852
	Iteration 11Q: 3 clusters Score -1580764 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1581058.125000 Penalty: 4728.297852
	Iteration 12Q: 3 clusters Score -1581058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1581264.750000 Penalty: 4728.297852
	Iteration 13Q: 3 clusters Score -1581265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1581382.875000 Penalty: 4728.297852
	Iteration 14Q: 3 clusters Score -1581383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1581433.125000 Penalty: 4728.297852
	Iteration 15Q: 3 clusters Score -1581433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1581462.250000 Penalty: 4728.297852
	Iteration 16Q: 3 clusters Score -1581462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1581492.250000 Penalty: 4728.297852
	Iteration 17Q: 3 clusters Score -1581492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1581505.875000 Penalty: 4728.297852
	Iteration 18Q: 3 clusters Score -1581506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1581532.000000 Penalty: 4728.297852
	Iteration 19Q: 3 clusters Score -1581532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1581538.000000 Penalty: 4728.297852
	Iteration 20F: 3 clusters Score -1581538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1581544.000000 Penalty: 4728.297852
	Iteration 21Q: 3 clusters Score -1581544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1581546.250000 Penalty: 4728.297852
	Iteration 22Q: 3 clusters Score -1581546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1581549.250000 Penalty: 4728.297852
	Iteration 23Q: 3 clusters Score -1581549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1581556.375000 Penalty: 4728.297852
	Iteration 24Q: 3 clusters Score -1581556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1581555.625000 Penalty: 4728.297852
	Iteration 25Q: 3 clusters Score -1581556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1581556.750000 Penalty: 4728.297852
	Iteration 26Q: 3 clusters Score -1581557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1581559.125000 Penalty: 4728.297852
	Iteration 27Q: 3 clusters Score -1581559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1581557.875000 Penalty: 4728.297852
	Iteration 28Q: 3 clusters Score -1581558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1581557.875000 Penalty: 4728.297852
	Iteration 29F: 3 clusters Score -1581558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -281113.125000 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -281113.1 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 1273 members 
Entering Unmasked Estep 
Score: -278119.656250 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -278119.7 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -278641.218750 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -278641.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -278791.156250 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -278791.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -278871.187500 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -278871.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -278923.812500 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -278923.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -278958.812500 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -278958.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -278991.875000 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -278991.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -279015.250000 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -279015.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -279029.906250 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -279029.9 nChanged 14
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: -279036.218750 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -279036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -279041.093750 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -279041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279044.562500 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -279044.6 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: -279047.250000 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -279047.2 nChanged 3
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: -279048.750000 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -279048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -279051.125000 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -279051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -279053.750000 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -279053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -279057.625000 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -279057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -279061.093750 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -279061.1 nChanged 5
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: -279064.000000 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -279064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -279066.812500 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -279066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -279069.593750 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -279069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -279072.937500 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -279072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -279076.468750 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -279076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -279081.031250 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -279081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -279085.625000 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -279085.6 nChanged 8
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: -279089.031250 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -279089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -279092.187500 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -279092.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -279096.218750 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -279096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -279098.875000 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -279098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -279101.437500 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -279101.4 nChanged 2
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: -279101.968750 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -279102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -279103.156250 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -279103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -279103.500000 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -279103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -279103.500000 Penalty: 3891.132080
	Iteration 33F: 3 clusters Score -279103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -314053.937500 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -314053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -310929.500000 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -310929.5 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -311514.718750 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -311514.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -311675.781250 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -311675.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311764.187500 Penalty: 3933.382324
	Iteration 3Q: 3 clusters Score -311764.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -311820.093750 Penalty: 3933.382324
	Iteration 4Q: 3 clusters Score -311820.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -311849.718750 Penalty: 3933.382324
	Iteration 5Q: 3 clusters Score -311849.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311876.687500 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -311876.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -311902.968750 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -311903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311919.843750 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -311919.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311935.156250 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -311935.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -311946.625000 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -311946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311956.312500 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -311956.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -311965.281250 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -311965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -311968.781250 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -311968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311975.187500 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -311975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -311983.000000 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -311983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -311986.843750 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -311986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -311989.531250 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -311989.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -311992.687500 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -311992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -311995.687500 Penalty: 3933.382324
	Iteration 19Q: 3 clusters Score -311995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -311997.937500 Penalty: 3933.382324
	Iteration 20F: 3 clusters Score -311997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -311999.531250 Penalty: 3933.382324
	Iteration 21Q: 3 clusters Score -311999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312000.906250 Penalty: 3933.382324
	Iteration 22Q: 3 clusters Score -312000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312002.218750 Penalty: 3933.382324
	Iteration 23Q: 3 clusters Score -312002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312003.031250 Penalty: 3933.382324
	Iteration 24Q: 3 clusters Score -312003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312005.281250 Penalty: 3933.382324
	Iteration 25Q: 3 clusters Score -312005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312007.312500 Penalty: 3933.382324
	Iteration 26Q: 3 clusters Score -312007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -312009.593750 Penalty: 3933.382324
	Iteration 27Q: 3 clusters Score -312009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312010.625000 Penalty: 3933.382324
	Iteration 28Q: 3 clusters Score -312010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312011.875000 Penalty: 3933.382324
	Iteration 29Q: 3 clusters Score -312011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312012.531250 Penalty: 3933.382324
	Iteration 30Q: 3 clusters Score -312012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -312013.062500 Penalty: 3933.382324
	Iteration 31Q: 3 clusters Score -312013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -312013.062500 Penalty: 3933.382324
	Iteration 32F: 3 clusters Score -312013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -539310.500000 Penalty: 2103.479736
	Iteration 0F: 2 clusters Score -539310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -534924.125000 Penalty: 4206.959473
	Iteration 0F: 3 clusters Score -534924.1 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -535996.000000 Penalty: 4206.959473
	Iteration 1F: 3 clusters Score -535996 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -536164.375000 Penalty: 4206.959473
	Iteration 2F: 3 clusters Score -536164.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -536277.562500 Penalty: 4206.959473
	Iteration 3Q: 3 clusters Score -536277.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -536348.687500 Penalty: 4206.959473
	Iteration 4Q: 3 clusters Score -536348.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -536395.437500 Penalty: 4206.959473
	Iteration 5Q: 3 clusters Score -536395.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -536427.250000 Penalty: 4206.959473
	Iteration 6Q: 3 clusters Score -536427.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -536449.562500 Penalty: 4206.959473
	Iteration 7Q: 3 clusters Score -536449.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -536467.562500 Penalty: 4206.959473
	Iteration 8Q: 3 clusters Score -536467.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -536486.125000 Penalty: 4206.959473
	Iteration 9Q: 3 clusters Score -536486.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -536499.437500 Penalty: 4206.959473
	Iteration 10Q: 3 clusters Score -536499.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -536517.375000 Penalty: 4206.959473
	Iteration 11Q: 3 clusters Score -536517.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -536533.125000 Penalty: 4206.959473
	Iteration 12Q: 3 clusters Score -536533.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -536545.125000 Penalty: 4206.959473
	Iteration 13Q: 3 clusters Score -536545.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -536559.812500 Penalty: 4206.959473
	Iteration 14Q: 3 clusters Score -536559.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -536577.500000 Penalty: 4206.959473
	Iteration 15Q: 3 clusters Score -536577.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -536595.312500 Penalty: 4206.959473
	Iteration 16Q: 3 clusters Score -536595.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -536611.500000 Penalty: 4206.959473
	Iteration 17Q: 3 clusters Score -536611.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -536626.062500 Penalty: 4206.959473
	Iteration 18Q: 3 clusters Score -536626.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -536642.500000 Penalty: 4206.959473
	Iteration 19Q: 3 clusters Score -536642.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -536656.437500 Penalty: 4206.959473
	Iteration 20F: 3 clusters Score -536656.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -536667.187500 Penalty: 4206.959473
	Iteration 21Q: 3 clusters Score -536667.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -536677.312500 Penalty: 4206.959473
	Iteration 22Q: 3 clusters Score -536677.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -536692.500000 Penalty: 4206.959473
	Iteration 23Q: 3 clusters Score -536692.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -536707.875000 Penalty: 4206.959473
	Iteration 24Q: 3 clusters Score -536707.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -536721.562500 Penalty: 4206.959473
	Iteration 25Q: 3 clusters Score -536721.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -536736.750000 Penalty: 4206.959473
	Iteration 26Q: 3 clusters Score -536736.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -536746.750000 Penalty: 4206.959473
	Iteration 27Q: 3 clusters Score -536746.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -536767.437500 Penalty: 4206.959473
	Iteration 28Q: 3 clusters Score -536767.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -536787.812500 Penalty: 4206.959473
	Iteration 29Q: 3 clusters Score -536787.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -536806.187500 Penalty: 4206.959473
	Iteration 30Q: 3 clusters Score -536806.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -536823.125000 Penalty: 4206.959473
	Iteration 31Q: 3 clusters Score -536823.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -536842.375000 Penalty: 4206.959473
	Iteration 32Q: 3 clusters Score -536842.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -536867.250000 Penalty: 4206.959473
	Iteration 33Q: 3 clusters Score -536867.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -536886.312500 Penalty: 4206.959473
	Iteration 34Q: 3 clusters Score -536886.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -536909.375000 Penalty: 4206.959473
	Iteration 35Q: 3 clusters Score -536909.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -536928.500000 Penalty: 4206.959473
	Iteration 36Q: 3 clusters Score -536928.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -536951.062500 Penalty: 4206.959473
	Iteration 37Q: 3 clusters Score -536951.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -536975.000000 Penalty: 4206.959473
	Iteration 38Q: 3 clusters Score -536975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -537003.687500 Penalty: 4206.959473
	Iteration 39Q: 3 clusters Score -537003.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -537036.250000 Penalty: 4206.959473
	Iteration 40F: 3 clusters Score -537036.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -537062.625000 Penalty: 4206.959473
	Iteration 41Q: 3 clusters Score -537062.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -537093.562500 Penalty: 4206.959473
	Iteration 42Q: 3 clusters Score -537093.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -537124.687500 Penalty: 4206.959473
	Iteration 43Q: 3 clusters Score -537124.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -537148.312500 Penalty: 4206.959473
	Iteration 44Q: 3 clusters Score -537148.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -537170.187500 Penalty: 4206.959473
	Iteration 45Q: 3 clusters Score -537170.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -537196.937500 Penalty: 4206.959473
	Iteration 46Q: 3 clusters Score -537196.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -537217.937500 Penalty: 4206.959473
	Iteration 47Q: 3 clusters Score -537217.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -537238.500000 Penalty: 4206.959473
	Iteration 48Q: 3 clusters Score -537238.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -537260.875000 Penalty: 4206.959473
	Iteration 49Q: 3 clusters Score -537260.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -537278.062500 Penalty: 4206.959473
	Iteration 50Q: 3 clusters Score -537278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -537289.687500 Penalty: 4206.959473
	Iteration 51Q: 3 clusters Score -537289.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -537300.437500 Penalty: 4206.959473
	Iteration 52Q: 3 clusters Score -537300.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -537310.812500 Penalty: 4206.959473
	Iteration 53Q: 3 clusters Score -537310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -537319.437500 Penalty: 4206.959473
	Iteration 54Q: 3 clusters Score -537319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -537327.125000 Penalty: 4206.959473
	Iteration 55Q: 3 clusters Score -537327.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -537338.812500 Penalty: 4206.959473
	Iteration 56Q: 3 clusters Score -537338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -537346.500000 Penalty: 4206.959473
	Iteration 57Q: 3 clusters Score -537346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -537350.500000 Penalty: 4206.959473
	Iteration 58Q: 3 clusters Score -537350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -537353.375000 Penalty: 4206.959473
	Iteration 59Q: 3 clusters Score -537353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -537355.000000 Penalty: 4206.959473
	Iteration 60F: 3 clusters Score -537355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39658 members 
Mstep: Class 18 contains 67127 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 338996 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 31236 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11877 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31129 members 
Mstep: Class 38 contains 13806 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917224.000000 Penalty: 154325.625000
Iteration 119Q: 46 clusters Score -1.109172e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 109360 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 107092 members 
Mstep: Class 14 contains 46643 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 39609 members 
Mstep: Class 18 contains 66661 members 
Mstep: Class 19 contains 17126 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 339526 members 
Mstep: Class 23 contains 21779 members 
Mstep: Class 24 contains 31229 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 1735 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 18495 members 
Mstep: Class 29 contains 1889 members 
Mstep: Class 30 contains 13324 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 11875 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31114 members 
Mstep: Class 38 contains 13814 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2786 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 552 members 
Mstep: Class 43 contains 3520 members 
Mstep: Class 44 contains 489 members 
Mstep: Class 45 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917736.000000 Penalty: 154325.625000
Iteration 120F: 46 clusters Score -1.109177e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 8 contains 7599 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 6487 members 
Mstep: Class 11 contains 109359 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 106930 members 
Mstep: Class 14 contains 46597 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 66301 members 
Mstep: Class 19 contains 17082 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 339914 members 
Mstep: Class 23 contains 21551 members 
Mstep: Class 24 contains 31219 members 
Mstep: Class 25 contains 3187 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 18511 members 
Mstep: Class 29 contains 1883 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 5667 members 
Mstep: Class 33 contains 11873 members 
Mstep: Class 34 contains 264 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31134 members 
Mstep: Class 38 contains 13830 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2796 members 
Mstep: Class 41 contains 4828 members 
Mstep: Class 42 contains 563 members 
Mstep: Class 43 contains 3978 members 
Mstep: Class 44 contains 489 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918344.000000 Penalty: 154325.625000
Iteration 121Q: 46 clusters Score -1.109183e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15426 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 11 contains 109356 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 106835 members 
Mstep: Class 14 contains 46576 members 
Mstep: Class 15 contains 14253 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39556 members 
Mstep: Class 18 contains 66013 members 
Mstep: Class 19 contains 17055 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 340242 members 
Mstep: Class 23 contains 21395 members 
Mstep: Class 24 contains 31212 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18519 members 
Mstep: Class 29 contains 1877 members 
Mstep: Class 30 contains 13327 members 
Mstep: Class 31 contains 8497 members 
Mstep: Class 32 contains 5662 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31135 members 
Mstep: Class 38 contains 13850 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2803 members 
Mstep: Class 41 contains 4825 members 
Mstep: Class 42 contains 564 members 
Mstep: Class 43 contains 4253 members 
Mstep: Class 44 contains 492 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918632.000000 Penalty: 154325.625000
Iteration 122Q: 46 clusters Score -1.109186e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15416 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6480 members 
Mstep: Class 11 contains 109352 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 106755 members 
Mstep: Class 14 contains 46562 members 
Mstep: Class 15 contains 14246 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39534 members 
Mstep: Class 18 contains 65798 members 
Mstep: Class 19 contains 17032 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 340519 members 
Mstep: Class 23 contains 21278 members 
Mstep: Class 24 contains 31202 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18517 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13327 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 5658 members 
Mstep: Class 33 contains 11871 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31131 members 
Mstep: Class 38 contains 13861 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 2812 members 
Mstep: Class 41 contains 4825 members 
Mstep: Class 42 contains 561 members 
Mstep: Class 43 contains 4449 members 
Mstep: Class 44 contains 493 members 
Mstep: Class 45 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918704.000000 Penalty: 154325.625000
Iteration 123Q: 46 clusters Score -1.109187e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15401 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 109349 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 106696 members 
Mstep: Class 14 contains 46549 members 
Mstep: Class 15 contains 14242 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39522 members 
Mstep: Class 18 contains 65592 members 
Mstep: Class 19 contains 17021 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 340741 members 
Mstep: Class 23 contains 21196 members 
Mstep: Class 24 contains 31181 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 1819 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18524 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13328 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 5647 members 
Mstep: Class 33 contains 11872 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 724 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31127 members 
Mstep: Class 38 contains 13872 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2821 members 
Mstep: Class 41 contains 4828 members 
Mstep: Class 42 contains 558 members 
Mstep: Class 43 contains 4635 members 
Mstep: Class 44 contains 498 members 
Mstep: Class 45 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918952.000000 Penalty: 154325.625000
Iteration 124Q: 46 clusters Score -1.10919e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15388 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 7546 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 109344 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 106642 members 
Mstep: Class 14 contains 46535 members 
Mstep: Class 15 contains 14229 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39518 members 
Mstep: Class 18 contains 65402 members 
Mstep: Class 19 contains 17022 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 340936 members 
Mstep: Class 23 contains 21142 members 
Mstep: Class 24 contains 31158 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1827 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18530 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 8492 members 
Mstep: Class 32 contains 5639 members 
Mstep: Class 33 contains 11874 members 
Mstep: Class 34 contains 294 members 
Mstep: Class 35 contains 726 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31124 members 
Mstep: Class 38 contains 13882 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2824 members 
Mstep: Class 41 contains 4830 members 
Mstep: Class 42 contains 557 members 
Mstep: Class 43 contains 4807 members 
Mstep: Class 44 contains 505 members 
Mstep: Class 45 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919560.000000 Penalty: 154325.625000
Iteration 125Q: 46 clusters Score -1.109196e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15377 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 109339 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 106599 members 
Mstep: Class 14 contains 46527 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39521 members 
Mstep: Class 18 contains 65231 members 
Mstep: Class 19 contains 17017 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 341105 members 
Mstep: Class 23 contains 21104 members 
Mstep: Class 24 contains 31139 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 1835 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18538 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5631 members 
Mstep: Class 33 contains 11875 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31109 members 
Mstep: Class 38 contains 13887 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2826 members 
Mstep: Class 41 contains 4831 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 4958 members 
Mstep: Class 44 contains 511 members 
Mstep: Class 45 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920576.000000 Penalty: 154325.625000
Iteration 126Q: 46 clusters Score -1.109206e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15369 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 109335 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 106543 members 
Mstep: Class 14 contains 46522 members 
Mstep: Class 15 contains 14194 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39518 members 
Mstep: Class 18 contains 65098 members 
Mstep: Class 19 contains 17011 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 341255 members 
Mstep: Class 23 contains 21118 members 
Mstep: Class 24 contains 31112 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18543 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 11873 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31094 members 
Mstep: Class 38 contains 13888 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2830 members 
Mstep: Class 41 contains 4830 members 
Mstep: Class 42 contains 555 members 
Mstep: Class 43 contains 5089 members 
Mstep: Class 44 contains 521 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920672.000000 Penalty: 154325.625000
Iteration 127Q: 46 clusters Score -1.109207e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 6466 members 
Mstep: Class 11 contains 109331 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 106485 members 
Mstep: Class 14 contains 46525 members 
Mstep: Class 15 contains 14179 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39524 members 
Mstep: Class 18 contains 64966 members 
Mstep: Class 19 contains 17010 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 341375 members 
Mstep: Class 23 contains 21114 members 
Mstep: Class 24 contains 31083 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18544 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13325 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5624 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31085 members 
Mstep: Class 38 contains 13888 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2832 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 555 members 
Mstep: Class 43 contains 5222 members 
Mstep: Class 44 contains 524 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920872.000000 Penalty: 154325.625000
Iteration 128Q: 46 clusters Score -1.109209e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 8158 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15351 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 6465 members 
Mstep: Class 11 contains 109329 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 106422 members 
Mstep: Class 14 contains 46520 members 
Mstep: Class 15 contains 14160 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39538 members 
Mstep: Class 18 contains 64850 members 
Mstep: Class 19 contains 16998 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 341497 members 
Mstep: Class 23 contains 21110 members 
Mstep: Class 24 contains 31065 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18548 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13329 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5619 members 
Mstep: Class 33 contains 11881 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31086 members 
Mstep: Class 38 contains 13889 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2833 members 
Mstep: Class 41 contains 4823 members 
Mstep: Class 42 contains 554 members 
Mstep: Class 43 contains 5338 members 
Mstep: Class 44 contains 527 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920848.000000 Penalty: 154325.625000
Iteration 129Q: 46 clusters Score -1.109208e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15344 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 6458 members 
Mstep: Class 11 contains 109330 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106371 members 
Mstep: Class 14 contains 46521 members 
Mstep: Class 15 contains 14138 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39551 members 
Mstep: Class 18 contains 64748 members 
Mstep: Class 19 contains 16989 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 341606 members 
Mstep: Class 23 contains 21103 members 
Mstep: Class 24 contains 31041 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18550 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13328 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5616 members 
Mstep: Class 33 contains 11882 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31087 members 
Mstep: Class 38 contains 13891 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2836 members 
Mstep: Class 41 contains 4825 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5437 members 
Mstep: Class 44 contains 528 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921080.000000 Penalty: 154325.625000
Iteration 130Q: 46 clusters Score -1.109211e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15336 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 109326 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 106307 members 
Mstep: Class 14 contains 46521 members 
Mstep: Class 15 contains 14113 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39563 members 
Mstep: Class 18 contains 64631 members 
Mstep: Class 19 contains 16980 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 341738 members 
Mstep: Class 23 contains 21112 members 
Mstep: Class 24 contains 31023 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1893 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18553 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5611 members 
Mstep: Class 33 contains 11886 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31084 members 
Mstep: Class 38 contains 13891 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2836 members 
Mstep: Class 41 contains 4819 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921032.000000 Penalty: 154325.625000
Iteration 131Q: 46 clusters Score -1.10921e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15328 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7388 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 109316 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 106279 members 
Mstep: Class 14 contains 46523 members 
Mstep: Class 15 contains 14098 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39574 members 
Mstep: Class 18 contains 64546 members 
Mstep: Class 19 contains 16971 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 341800 members 
Mstep: Class 23 contains 21117 members 
Mstep: Class 24 contains 31002 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 1899 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18558 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13327 members 
Mstep: Class 31 contains 8483 members 
Mstep: Class 32 contains 5595 members 
Mstep: Class 33 contains 11886 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31099 members 
Mstep: Class 38 contains 13891 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2837 members 
Mstep: Class 41 contains 4822 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5637 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921136.000000 Penalty: 154325.625000
Iteration 132Q: 46 clusters Score -1.109211e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15321 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 109315 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 106263 members 
Mstep: Class 14 contains 46526 members 
Mstep: Class 15 contains 14089 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39576 members 
Mstep: Class 18 contains 64457 members 
Mstep: Class 19 contains 16964 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 341866 members 
Mstep: Class 23 contains 21115 members 
Mstep: Class 24 contains 30981 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18556 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5585 members 
Mstep: Class 33 contains 11886 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31095 members 
Mstep: Class 38 contains 13892 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2839 members 
Mstep: Class 41 contains 4817 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5732 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921232.000000 Penalty: 154325.625000
Iteration 133Q: 46 clusters Score -1.109212e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15312 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 109310 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 106240 members 
Mstep: Class 14 contains 46522 members 
Mstep: Class 15 contains 14077 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 64375 members 
Mstep: Class 19 contains 16962 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 341926 members 
Mstep: Class 23 contains 21107 members 
Mstep: Class 24 contains 30955 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18554 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13330 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5581 members 
Mstep: Class 33 contains 11886 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31098 members 
Mstep: Class 38 contains 13894 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2844 members 
Mstep: Class 41 contains 4817 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5816 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921344.000000 Penalty: 154325.625000
Iteration 134Q: 46 clusters Score -1.109213e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 8187 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 109305 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 106207 members 
Mstep: Class 14 contains 46517 members 
Mstep: Class 15 contains 14068 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39590 members 
Mstep: Class 18 contains 64297 members 
Mstep: Class 19 contains 16953 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 341972 members 
Mstep: Class 23 contains 21111 members 
Mstep: Class 24 contains 30938 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18555 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13330 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5578 members 
Mstep: Class 33 contains 11887 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31096 members 
Mstep: Class 38 contains 13896 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2849 members 
Mstep: Class 41 contains 4813 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5901 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921472.000000 Penalty: 154325.625000
Iteration 135Q: 46 clusters Score -1.109215e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 8195 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15295 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 109305 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 106184 members 
Mstep: Class 14 contains 46512 members 
Mstep: Class 15 contains 14053 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 16939 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 341971 members 
Mstep: Class 23 contains 21125 members 
Mstep: Class 24 contains 30923 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18559 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13329 members 
Mstep: Class 31 contains 8493 members 
Mstep: Class 32 contains 5576 members 
Mstep: Class 33 contains 11887 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31088 members 
Mstep: Class 38 contains 13900 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2853 members 
Mstep: Class 41 contains 4808 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 5988 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921568.000000 Penalty: 154325.625000
Iteration 136Q: 46 clusters Score -1.109216e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15292 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 109299 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 106156 members 
Mstep: Class 14 contains 46506 members 
Mstep: Class 15 contains 14041 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39626 members 
Mstep: Class 18 contains 64185 members 
Mstep: Class 19 contains 16928 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 341988 members 
Mstep: Class 23 contains 21140 members 
Mstep: Class 24 contains 30910 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18561 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13329 members 
Mstep: Class 31 contains 8494 members 
Mstep: Class 32 contains 5577 members 
Mstep: Class 33 contains 11886 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31071 members 
Mstep: Class 38 contains 13904 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 2857 members 
Mstep: Class 41 contains 4805 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6069 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921560.000000 Penalty: 154325.625000
Iteration 137Q: 46 clusters Score -1.109216e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 8204 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7315 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 109290 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106122 members 
Mstep: Class 14 contains 46501 members 
Mstep: Class 15 contains 14026 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39635 members 
Mstep: Class 18 contains 64138 members 
Mstep: Class 19 contains 16922 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 342015 members 
Mstep: Class 23 contains 21164 members 
Mstep: Class 24 contains 30895 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18562 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13329 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 5576 members 
Mstep: Class 33 contains 11888 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31057 members 
Mstep: Class 38 contains 13906 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 2865 members 
Mstep: Class 41 contains 4804 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6135 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921496.000000 Penalty: 154325.625000
Iteration 138Q: 46 clusters Score -1.109215e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 8206 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15283 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 6434 members 
Mstep: Class 11 contains 109282 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106084 members 
Mstep: Class 14 contains 46493 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39640 members 
Mstep: Class 18 contains 64069 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 342082 members 
Mstep: Class 23 contains 21202 members 
Mstep: Class 24 contains 30880 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18562 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13330 members 
Mstep: Class 31 contains 8496 members 
Mstep: Class 32 contains 5574 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31049 members 
Mstep: Class 38 contains 13906 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 4802 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6192 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921680.000000 Penalty: 154325.625000
Iteration 139Q: 46 clusters Score -1.109217e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 8207 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15279 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 6104 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 109278 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106049 members 
Mstep: Class 14 contains 46495 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 64012 members 
Mstep: Class 19 contains 16903 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 342149 members 
Mstep: Class 23 contains 21230 members 
Mstep: Class 24 contains 30855 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18565 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 5571 members 
Mstep: Class 33 contains 11891 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31042 members 
Mstep: Class 38 contains 13909 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2887 members 
Mstep: Class 41 contains 4800 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6242 members 
Mstep: Class 44 contains 529 members 
Mstep: Class 45 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921776.000000 Penalty: 154325.625000
Iteration 140F: 46 clusters Score -1.109218e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 8209 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15275 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 6423 members 
Mstep: Class 11 contains 109274 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106034 members 
Mstep: Class 14 contains 46503 members 
Mstep: Class 15 contains 13952 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39652 members 
Mstep: Class 18 contains 63941 members 
Mstep: Class 19 contains 16899 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 342206 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 30832 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 2059 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18564 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13329 members 
Mstep: Class 31 contains 8500 members 
Mstep: Class 32 contains 5567 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31042 members 
Mstep: Class 38 contains 13910 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2892 members 
Mstep: Class 41 contains 4800 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6308 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921896.000000 Penalty: 154325.625000
Iteration 141Q: 46 clusters Score -1.109219e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 8211 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15269 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 109269 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106009 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 13930 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39648 members 
Mstep: Class 18 contains 63870 members 
Mstep: Class 19 contains 16896 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 342262 members 
Mstep: Class 23 contains 21279 members 
Mstep: Class 24 contains 30810 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18568 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13328 members 
Mstep: Class 31 contains 8501 members 
Mstep: Class 32 contains 5562 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31037 members 
Mstep: Class 38 contains 13919 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2902 members 
Mstep: Class 41 contains 4800 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6383 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921872.000000 Penalty: 154325.625000
Iteration 142Q: 46 clusters Score -1.109219e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 8213 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 6414 members 
Mstep: Class 11 contains 109263 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 105981 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 13919 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39651 members 
Mstep: Class 18 contains 63777 members 
Mstep: Class 19 contains 16885 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 342354 members 
Mstep: Class 23 contains 21304 members 
Mstep: Class 24 contains 30790 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18578 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13324 members 
Mstep: Class 31 contains 8500 members 
Mstep: Class 32 contains 5558 members 
Mstep: Class 33 contains 11891 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31032 members 
Mstep: Class 38 contains 13924 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 4796 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6448 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921976.000000 Penalty: 154325.625000
Iteration 143Q: 46 clusters Score -1.10922e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 8216 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15254 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 6411 members 
Mstep: Class 11 contains 109257 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 105956 members 
Mstep: Class 14 contains 46504 members 
Mstep: Class 15 contains 13906 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39641 members 
Mstep: Class 18 contains 63679 members 
Mstep: Class 19 contains 16881 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 342462 members 
Mstep: Class 23 contains 21316 members 
Mstep: Class 24 contains 30765 members 
Mstep: Class 25 contains 3169 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18584 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 5560 members 
Mstep: Class 33 contains 11893 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31024 members 
Mstep: Class 38 contains 13931 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2910 members 
Mstep: Class 41 contains 4789 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6505 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921968.000000 Penalty: 154325.625000
Iteration 144Q: 46 clusters Score -1.10922e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 8222 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15247 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 109255 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 105927 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 13893 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39627 members 
Mstep: Class 18 contains 63603 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 342530 members 
Mstep: Class 23 contains 21325 members 
Mstep: Class 24 contains 30747 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18587 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13332 members 
Mstep: Class 31 contains 8498 members 
Mstep: Class 32 contains 5558 members 
Mstep: Class 33 contains 11897 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31016 members 
Mstep: Class 38 contains 13939 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2911 members 
Mstep: Class 41 contains 4783 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6568 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922056.000000 Penalty: 154325.625000
Iteration 145Q: 46 clusters Score -1.109221e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15238 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 6401 members 
Mstep: Class 11 contains 109252 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105899 members 
Mstep: Class 14 contains 46505 members 
Mstep: Class 15 contains 13879 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39626 members 
Mstep: Class 18 contains 63532 members 
Mstep: Class 19 contains 16873 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 342593 members 
Mstep: Class 23 contains 21332 members 
Mstep: Class 24 contains 30731 members 
Mstep: Class 25 contains 3166 members 
Mstep: Class 26 contains 2171 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18593 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13332 members 
Mstep: Class 31 contains 8497 members 
Mstep: Class 32 contains 5555 members 
Mstep: Class 33 contains 11900 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 31003 members 
Mstep: Class 38 contains 13945 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2914 members 
Mstep: Class 41 contains 4781 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6647 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922040.000000 Penalty: 154325.625000
Iteration 146Q: 46 clusters Score -1.10922e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 8235 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 6399 members 
Mstep: Class 11 contains 109257 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105877 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 13865 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39617 members 
Mstep: Class 18 contains 63469 members 
Mstep: Class 19 contains 16866 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 342637 members 
Mstep: Class 23 contains 21343 members 
Mstep: Class 24 contains 30714 members 
Mstep: Class 25 contains 3166 members 
Mstep: Class 26 contains 2185 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18598 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 5550 members 
Mstep: Class 33 contains 11899 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 30995 members 
Mstep: Class 38 contains 13951 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2917 members 
Mstep: Class 41 contains 4776 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6709 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922144.000000 Penalty: 154325.625000
Iteration 147Q: 46 clusters Score -1.109221e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 8244 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15227 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7099 members 
Mstep: Class 9 contains 6113 members 
Mstep: Class 10 contains 6397 members 
Mstep: Class 11 contains 109256 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105865 members 
Mstep: Class 14 contains 46510 members 
Mstep: Class 15 contains 13850 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39621 members 
Mstep: Class 18 contains 63415 members 
Mstep: Class 19 contains 16862 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 342677 members 
Mstep: Class 23 contains 21338 members 
Mstep: Class 24 contains 30701 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 2206 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18599 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13332 members 
Mstep: Class 31 contains 8491 members 
Mstep: Class 32 contains 5550 members 
Mstep: Class 33 contains 11899 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 30980 members 
Mstep: Class 38 contains 13956 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2919 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6777 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921848.000000 Penalty: 154325.625000
Iteration 148Q: 46 clusters Score -1.109218e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 8254 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15225 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7073 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 109257 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105858 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13838 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39621 members 
Mstep: Class 18 contains 63365 members 
Mstep: Class 19 contains 16859 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 342671 members 
Mstep: Class 23 contains 21337 members 
Mstep: Class 24 contains 30687 members 
Mstep: Class 25 contains 3164 members 
Mstep: Class 26 contains 2226 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18605 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13332 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5550 members 
Mstep: Class 33 contains 11900 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 30975 members 
Mstep: Class 38 contains 13966 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2921 members 
Mstep: Class 41 contains 4771 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6861 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921912.000000 Penalty: 154325.625000
Iteration 149Q: 46 clusters Score -1.109219e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15226 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 6114 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 109257 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105850 members 
Mstep: Class 14 contains 46513 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39623 members 
Mstep: Class 18 contains 63300 members 
Mstep: Class 19 contains 16851 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 342690 members 
Mstep: Class 23 contains 21338 members 
Mstep: Class 24 contains 30659 members 
Mstep: Class 25 contains 3164 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18611 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13332 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5553 members 
Mstep: Class 33 contains 11898 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 30965 members 
Mstep: Class 38 contains 13974 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 4771 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 6941 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921992.000000 Penalty: 154325.625000
Iteration 150Q: 46 clusters Score -1.10922e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15222 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7033 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 6394 members 
Mstep: Class 11 contains 109256 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105831 members 
Mstep: Class 14 contains 46513 members 
Mstep: Class 15 contains 13806 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39633 members 
Mstep: Class 18 contains 63238 members 
Mstep: Class 19 contains 16844 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 342714 members 
Mstep: Class 23 contains 21331 members 
Mstep: Class 24 contains 30637 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2265 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18619 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13336 members 
Mstep: Class 31 contains 8483 members 
Mstep: Class 32 contains 5552 members 
Mstep: Class 33 contains 11898 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 30966 members 
Mstep: Class 38 contains 13981 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2926 members 
Mstep: Class 41 contains 4774 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7015 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922024.000000 Penalty: 154325.625000
Iteration 151Q: 46 clusters Score -1.10922e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 6114 members 
Mstep: Class 10 contains 6393 members 
Mstep: Class 11 contains 109254 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105813 members 
Mstep: Class 14 contains 46514 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39646 members 
Mstep: Class 18 contains 63187 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 342732 members 
Mstep: Class 23 contains 21325 members 
Mstep: Class 24 contains 30619 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18628 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8484 members 
Mstep: Class 32 contains 5552 members 
Mstep: Class 33 contains 11896 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 30961 members 
Mstep: Class 38 contains 13990 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2927 members 
Mstep: Class 41 contains 4774 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7077 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921952.000000 Penalty: 154325.625000
Iteration 152Q: 46 clusters Score -1.10922e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 6113 members 
Mstep: Class 10 contains 6391 members 
Mstep: Class 11 contains 109256 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 105793 members 
Mstep: Class 14 contains 46512 members 
Mstep: Class 15 contains 13768 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39659 members 
Mstep: Class 18 contains 63128 members 
Mstep: Class 19 contains 16840 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 342775 members 
Mstep: Class 23 contains 21328 members 
Mstep: Class 24 contains 30604 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18634 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 5551 members 
Mstep: Class 33 contains 11896 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 30954 members 
Mstep: Class 38 contains 13996 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2928 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7133 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921840.000000 Penalty: 154325.625000
Iteration 153Q: 46 clusters Score -1.109218e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 109254 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 105781 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 13738 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39678 members 
Mstep: Class 18 contains 63054 members 
Mstep: Class 19 contains 16838 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 342837 members 
Mstep: Class 23 contains 21338 members 
Mstep: Class 24 contains 30597 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2318 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18638 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 5550 members 
Mstep: Class 33 contains 11897 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6358 members 
Mstep: Class 37 contains 30951 members 
Mstep: Class 38 contains 14000 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2928 members 
Mstep: Class 41 contains 4772 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7172 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921936.000000 Penalty: 154325.625000
Iteration 154Q: 46 clusters Score -1.109219e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 109252 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 105766 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 13711 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 62985 members 
Mstep: Class 19 contains 16837 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 342904 members 
Mstep: Class 23 contains 21329 members 
Mstep: Class 24 contains 30590 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2343 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18641 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13341 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 5545 members 
Mstep: Class 33 contains 11896 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6359 members 
Mstep: Class 37 contains 30944 members 
Mstep: Class 38 contains 13999 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 2928 members 
Mstep: Class 41 contains 4769 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7214 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921960.000000 Penalty: 154325.625000
Iteration 155Q: 46 clusters Score -1.10922e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15208 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6909 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 11 contains 109252 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 105739 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 13683 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39724 members 
Mstep: Class 18 contains 62920 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 342963 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 30587 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2371 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18643 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13342 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5543 members 
Mstep: Class 33 contains 11895 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30941 members 
Mstep: Class 38 contains 13995 members 
Mstep: Class 39 contains 2547 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 4770 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7259 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921968.000000 Penalty: 154325.625000
Iteration 156Q: 46 clusters Score -1.10922e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 6384 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105719 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13653 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39746 members 
Mstep: Class 18 contains 62861 members 
Mstep: Class 19 contains 16838 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 343000 members 
Mstep: Class 23 contains 21318 members 
Mstep: Class 24 contains 30577 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2398 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18647 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13343 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5540 members 
Mstep: Class 33 contains 11897 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30941 members 
Mstep: Class 38 contains 13995 members 
Mstep: Class 39 contains 2546 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 4770 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7310 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921784.000000 Penalty: 154325.625000
Iteration 157Q: 46 clusters Score -1.109218e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15200 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6851 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6382 members 
Mstep: Class 11 contains 109247 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105698 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13623 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39755 members 
Mstep: Class 18 contains 62808 members 
Mstep: Class 19 contains 16831 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 343038 members 
Mstep: Class 23 contains 21318 members 
Mstep: Class 24 contains 30572 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2422 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18651 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8487 members 
Mstep: Class 32 contains 5539 members 
Mstep: Class 33 contains 11899 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30946 members 
Mstep: Class 38 contains 13996 members 
Mstep: Class 39 contains 2546 members 
Mstep: Class 40 contains 2936 members 
Mstep: Class 41 contains 4772 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7360 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921872.000000 Penalty: 154325.625000
Iteration 158Q: 46 clusters Score -1.109219e+08 nChanged 359
Entering ConstructFrom: 
Score: -110921872.000000 Penalty: 154325.625000
Entering ConstructFrom: 
Trying to split cluster 1 (32873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Entering Unmasked Estep 
Score: -3763296.500000 Penalty: 2579.300781
	Iteration 0F: 2 clusters Score -3763296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3740808.000000 Penalty: 5158.601562
	Iteration 0F: 3 clusters Score -3740808 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3748942.250000 Penalty: 5158.601562
	Iteration 1F: 3 clusters Score -3748942 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3749492.250000 Penalty: 5158.601562
	Iteration 2Q: 3 clusters Score -3749492 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3749998.250000 Penalty: 5158.601562
	Iteration 3Q: 3 clusters Score -3749998 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3750575.250000 Penalty: 5158.601562
	Iteration 4Q: 3 clusters Score -3750575 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3751166.500000 Penalty: 5158.601562
	Iteration 5Q: 3 clusters Score -3751166 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3751837.000000 Penalty: 5158.601562
	Iteration 6Q: 3 clusters Score -3751837 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3752621.250000 Penalty: 5158.601562
	Iteration 7Q: 3 clusters Score -3752621 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3753586.750000 Penalty: 5158.601562
	Iteration 8Q: 3 clusters Score -3753587 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3754721.750000 Penalty: 5158.601562
	Iteration 9F: 3 clusters Score -3754722 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3755934.250000 Penalty: 5158.601562
	Iteration 10F: 3 clusters Score -3755934 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3757084.500000 Penalty: 5158.601562
	Iteration 11F: 3 clusters Score -3757084 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3757926.250000 Penalty: 5158.601562
	Iteration 12Q: 3 clusters Score -3757926 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3758573.250000 Penalty: 5158.601562
	Iteration 13Q: 3 clusters Score -3758573 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3759105.750000 Penalty: 5158.601562
	Iteration 14Q: 3 clusters Score -3759106 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3759716.250000 Penalty: 5158.601562
	Iteration 15Q: 3 clusters Score -3759716 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3760403.250000 Penalty: 5158.601562
	Iteration 16Q: 3 clusters Score -3760403 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3761043.250000 Penalty: 5158.601562
	Iteration 17Q: 3 clusters Score -3761043 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3761464.750000 Penalty: 5158.601562
	Iteration 18Q: 3 clusters Score -3761465 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3761761.250000 Penalty: 5158.601562
	Iteration 19Q: 3 clusters Score -3761761 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3761945.750000 Penalty: 5158.601562
	Iteration 20F: 3 clusters Score -3761946 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3762082.000000 Penalty: 5158.601562
	Iteration 21Q: 3 clusters Score -3762082 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3762221.250000 Penalty: 5158.601562
	Iteration 22Q: 3 clusters Score -3762221 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3762326.000000 Penalty: 5158.601562
	Iteration 23Q: 3 clusters Score -3762326 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3762443.000000 Penalty: 5158.601562
	Iteration 24Q: 3 clusters Score -3762443 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3762563.250000 Penalty: 5158.601562
	Iteration 25Q: 3 clusters Score -3762563 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3762665.000000 Penalty: 5158.601562
	Iteration 26Q: 3 clusters Score -3762665 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3762789.750000 Penalty: 5158.601562
	Iteration 27Q: 3 clusters Score -3762790 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3762910.750000 Penalty: 5158.601562
	Iteration 28Q: 3 clusters Score -3762911 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3763008.750000 Penalty: 5158.601562
	Iteration 29Q: 3 clusters Score -3763009 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3763118.750000 Penalty: 5158.601562
	Iteration 30Q: 3 clusters Score -3763119 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3763219.250000 Penalty: 5158.601562
	Iteration 31Q: 3 clusters Score -3763219 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3763318.250000 Penalty: 5158.601562
	Iteration 32Q: 3 clusters Score -3763318 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3763386.500000 Penalty: 5158.601562
	Iteration 33Q: 3 clusters Score -3763386 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3763450.250000 Penalty: 5158.601562
	Iteration 34Q: 3 clusters Score -3763450 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3763494.000000 Penalty: 5158.601562
	Iteration 35Q: 3 clusters Score -3763494 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3763542.000000 Penalty: 5158.601562
	Iteration 36Q: 3 clusters Score -3763542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3763582.500000 Penalty: 5158.601562
	Iteration 37Q: 3 clusters Score -3763582 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3763624.500000 Penalty: 5158.601562
	Iteration 38Q: 3 clusters Score -3763624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3763633.000000 Penalty: 5158.601562
	Iteration 39Q: 3 clusters Score -3763633 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3763653.000000 Penalty: 5158.601562
	Iteration 40F: 3 clusters Score -3763653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3763681.000000 Penalty: 5158.601562
	Iteration 41Q: 3 clusters Score -3763681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3763691.000000 Penalty: 5158.601562
	Iteration 42Q: 3 clusters Score -3763691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3763695.250000 Penalty: 5158.601562
	Iteration 43Q: 3 clusters Score -3763695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3763699.250000 Penalty: 5158.601562
	Iteration 44Q: 3 clusters Score -3763699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3763711.500000 Penalty: 5158.601562
	Iteration 45Q: 3 clusters Score -3763712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3763709.750000 Penalty: 5158.601562
	Iteration 46Q: 3 clusters Score -3763710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3763729.500000 Penalty: 5158.601562
	Iteration 47Q: 3 clusters Score -3763730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3763735.000000 Penalty: 5158.601562
	Iteration 48Q: 3 clusters Score -3763735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3763729.500000 Penalty: 5158.601562
	Iteration 49Q: 3 clusters Score -3763730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3763743.750000 Penalty: 5158.601562
	Iteration 50Q: 3 clusters Score -3763744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3763744.500000 Penalty: 5158.601562
	Iteration 51Q: 3 clusters Score -3763744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3763751.750000 Penalty: 5158.601562
	Iteration 52Q: 3 clusters Score -3763752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3763749.250000 Penalty: 5158.601562
	Iteration 53Q: 3 clusters Score -3763749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3763753.500000 Penalty: 5158.601562
	Iteration 54Q: 3 clusters Score -3763754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3763757.000000 Penalty: 5158.601562
	Iteration 55Q: 3 clusters Score -3763757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3763760.250000 Penalty: 5158.601562
	Iteration 56Q: 3 clusters Score -3763760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3763760.000000 Penalty: 5158.601562
	Iteration 57Q: 3 clusters Score -3763760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3763756.500000 Penalty: 5158.601562
	Iteration 58Q: 3 clusters Score -3763756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3763753.750000 Penalty: 5158.601562
	Iteration 59Q: 3 clusters Score -3763754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3763756.750000 Penalty: 5158.601562
	Iteration 60F: 3 clusters Score -3763757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3763763.250000 Penalty: 5158.601562
	Iteration 61Q: 3 clusters Score -3763763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3763757.000000 Penalty: 5158.601562
	Iteration 62Q: 3 clusters Score -3763757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3763758.750000 Penalty: 5158.601562
	Iteration 63Q: 3 clusters Score -3763759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3763757.000000 Penalty: 5158.601562
	Iteration 64Q: 3 clusters Score -3763757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3763757.750000 Penalty: 5158.601562
	Iteration 65Q: 3 clusters Score -3763758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3763760.750000 Penalty: 5158.601562
	Iteration 66Q: 3 clusters Score -3763761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3763760.750000 Penalty: 5158.601562
	Iteration 67F: 3 clusters Score -3763761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105681 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 62756 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 343085 members 
Mstep: Class 23 contains 21317 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30942 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 14496 members 
Entering Unmasked Estep 
Score: -110920952.000000 Penalty: 157755.078125
Splitting cluster 1 changes total score from -110921872.000000 to -110920952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -923944.187500 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -923944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -917302.812500 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -917302.8 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -919174.875000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -919174.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -919471.062500 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -919471.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -919676.500000 Penalty: 4477.282227
	Iteration 3F: 3 clusters Score -919676.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -919811.437500 Penalty: 4477.282227
	Iteration 4Q: 3 clusters Score -919811.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -919923.000000 Penalty: 4477.282227
	Iteration 5Q: 3 clusters Score -919923 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -920020.312500 Penalty: 4477.282227
	Iteration 6Q: 3 clusters Score -920020.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -920098.750000 Penalty: 4477.282227
	Iteration 7Q: 3 clusters Score -920098.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -920157.375000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -920157.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -920211.437500 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -920211.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -920257.000000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -920257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -920300.312500 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -920300.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -920352.750000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -920352.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -920420.500000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -920420.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -920480.062500 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -920480.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -920534.187500 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -920534.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -920604.187500 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -920604.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -920683.000000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -920683 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -920777.812500 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -920777.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -920875.937500 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -920875.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -920957.250000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -920957.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -921039.000000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -921039 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -921129.500000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -921129.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -921232.437500 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -921232.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -921331.312500 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -921331.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -921410.312500 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -921410.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -921476.875000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -921476.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -921533.000000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -921533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -921581.250000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -921581.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -921627.187500 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -921627.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -921671.125000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -921671.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -921708.812500 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -921708.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -921745.187500 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -921745.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -921780.812500 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -921780.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -921811.812500 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -921811.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -921831.437500 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -921831.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -921854.250000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -921854.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -921870.187500 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -921870.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -921886.437500 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -921886.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -921898.625000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -921898.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -921907.812500 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -921907.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -921915.500000 Penalty: 4477.282227
	Iteration 41Q: 3 clusters Score -921915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -921923.062500 Penalty: 4477.282227
	Iteration 42Q: 3 clusters Score -921923.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -921928.437500 Penalty: 4477.282227
	Iteration 43Q: 3 clusters Score -921928.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -921936.875000 Penalty: 4477.282227
	Iteration 44Q: 3 clusters Score -921936.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -921945.062500 Penalty: 4477.282227
	Iteration 45Q: 3 clusters Score -921945.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -921950.187500 Penalty: 4477.282227
	Iteration 46Q: 3 clusters Score -921950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -921955.812500 Penalty: 4477.282227
	Iteration 47Q: 3 clusters Score -921955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -921961.187500 Penalty: 4477.282227
	Iteration 48Q: 3 clusters Score -921961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -921969.062500 Penalty: 4477.282227
	Iteration 49Q: 3 clusters Score -921969.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -921973.375000 Penalty: 4477.282227
	Iteration 50Q: 3 clusters Score -921973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -921979.125000 Penalty: 4477.282227
	Iteration 51Q: 3 clusters Score -921979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -921985.937500 Penalty: 4477.282227
	Iteration 52Q: 3 clusters Score -921985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -921989.500000 Penalty: 4477.282227
	Iteration 53Q: 3 clusters Score -921989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -921988.125000 Penalty: 4477.282227
	Iteration 54Q: 3 clusters Score -921988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -921988.125000 Penalty: 4477.282227
	Iteration 55F: 3 clusters Score -921988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54283.152344 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -54283.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52756.644531 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -52756.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53065.800781 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -53065.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53193.507812 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -53193.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53242.566406 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -53242.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53284.023438 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -53284.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53306.066406 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -53306.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53317.464844 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -53317.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53322.898438 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -53322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53328.593750 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -53328.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53328.593750 Penalty: 3117.854980
	Iteration 9F: 3 clusters Score -53328.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -129606.859375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -129606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127542.445312 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -127542.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127851.328125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -127851.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127935.359375 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -127935.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127964.734375 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -127964.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127990.429688 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -127990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128000.062500 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -128000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128006.039062 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -128006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128013.218750 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -128013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128019.140625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -128019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128026.875000 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -128026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128031.078125 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -128031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128034.515625 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -128034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128034.804688 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -128034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128035.132812 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -128035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128037.804688 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -128037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128042.601562 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -128042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128043.898438 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -128043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128043.898438 Penalty: 3508.341797
	Iteration 17F: 3 clusters Score -128043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Entering Unmasked Estep 
Score: -1688417.750000 Penalty: 2387.971924
	Iteration 0F: 2 clusters Score -1688418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1677332.125000 Penalty: 4775.943848
	Iteration 0F: 3 clusters Score -1677332 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1680796.000000 Penalty: 4775.943848
	Iteration 1F: 3 clusters Score -1680796 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1681169.250000 Penalty: 4775.943848
	Iteration 2F: 3 clusters Score -1681169 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1681463.125000 Penalty: 4775.943848
	Iteration 3Q: 3 clusters Score -1681463 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1681724.625000 Penalty: 4775.943848
	Iteration 4Q: 3 clusters Score -1681725 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1682006.750000 Penalty: 4775.943848
	Iteration 5Q: 3 clusters Score -1682007 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1682312.750000 Penalty: 4775.943848
	Iteration 6Q: 3 clusters Score -1682313 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1682689.875000 Penalty: 4775.943848
	Iteration 7Q: 3 clusters Score -1682690 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1683148.500000 Penalty: 4775.943848
	Iteration 8Q: 3 clusters Score -1683148 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1683695.000000 Penalty: 4775.943848
	Iteration 9F: 3 clusters Score -1683695 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1684246.125000 Penalty: 4775.943848
	Iteration 10Q: 3 clusters Score -1684246 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1684731.375000 Penalty: 4775.943848
	Iteration 11Q: 3 clusters Score -1684731 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1685162.625000 Penalty: 4775.943848
	Iteration 12Q: 3 clusters Score -1685163 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1685550.625000 Penalty: 4775.943848
	Iteration 13Q: 3 clusters Score -1685551 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1685794.625000 Penalty: 4775.943848
	Iteration 14Q: 3 clusters Score -1685795 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1685956.875000 Penalty: 4775.943848
	Iteration 15Q: 3 clusters Score -1685957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1686087.000000 Penalty: 4775.943848
	Iteration 16Q: 3 clusters Score -1686087 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1686190.500000 Penalty: 4775.943848
	Iteration 17Q: 3 clusters Score -1686190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1686262.125000 Penalty: 4775.943848
	Iteration 18Q: 3 clusters Score -1686262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1686309.250000 Penalty: 4775.943848
	Iteration 19Q: 3 clusters Score -1686309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1686337.875000 Penalty: 4775.943848
	Iteration 20F: 3 clusters Score -1686338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1686358.375000 Penalty: 4775.943848
	Iteration 21Q: 3 clusters Score -1686358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1686383.250000 Penalty: 4775.943848
	Iteration 22Q: 3 clusters Score -1686383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1686403.500000 Penalty: 4775.943848
	Iteration 23Q: 3 clusters Score -1686404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1686417.375000 Penalty: 4775.943848
	Iteration 24Q: 3 clusters Score -1686417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1686428.625000 Penalty: 4775.943848
	Iteration 25Q: 3 clusters Score -1686429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1686443.750000 Penalty: 4775.943848
	Iteration 26Q: 3 clusters Score -1686444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1686455.000000 Penalty: 4775.943848
	Iteration 27Q: 3 clusters Score -1686455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1686469.750000 Penalty: 4775.943848
	Iteration 28Q: 3 clusters Score -1686470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1686477.750000 Penalty: 4775.943848
	Iteration 29Q: 3 clusters Score -1686478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1686487.125000 Penalty: 4775.943848
	Iteration 30Q: 3 clusters Score -1686487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1686494.375000 Penalty: 4775.943848
	Iteration 31Q: 3 clusters Score -1686494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1686502.125000 Penalty: 4775.943848
	Iteration 32Q: 3 clusters Score -1686502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1686508.250000 Penalty: 4775.943848
	Iteration 33Q: 3 clusters Score -1686508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1686510.500000 Penalty: 4775.943848
	Iteration 34Q: 3 clusters Score -1686510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1686516.000000 Penalty: 4775.943848
	Iteration 35Q: 3 clusters Score -1686516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1686521.000000 Penalty: 4775.943848
	Iteration 36Q: 3 clusters Score -1686521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1686526.375000 Penalty: 4775.943848
	Iteration 37Q: 3 clusters Score -1686526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1686524.500000 Penalty: 4775.943848
	Iteration 38Q: 3 clusters Score -1686524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1686523.250000 Penalty: 4775.943848
	Iteration 39Q: 3 clusters Score -1686523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1686523.250000 Penalty: 4775.943848
	Iteration 40F: 3 clusters Score -1686523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -145615.421875 Penalty: 1799.561646
	Iteration 0F: 2 clusters Score -145615.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -143460.718750 Penalty: 3599.123291
	Iteration 0F: 3 clusters Score -143460.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -143856.687500 Penalty: 3599.123291
	Iteration 1F: 3 clusters Score -143856.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -144004.031250 Penalty: 3599.123291
	Iteration 2F: 3 clusters Score -144004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -144065.562500 Penalty: 3599.123291
	Iteration 3Q: 3 clusters Score -144065.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144107.578125 Penalty: 3599.123291
	Iteration 4Q: 3 clusters Score -144107.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -144130.281250 Penalty: 3599.123291
	Iteration 5Q: 3 clusters Score -144130.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -144146.781250 Penalty: 3599.123291
	Iteration 6Q: 3 clusters Score -144146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -144156.906250 Penalty: 3599.123291
	Iteration 7Q: 3 clusters Score -144156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -144180.031250 Penalty: 3599.123291
	Iteration 8Q: 3 clusters Score -144180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -144194.328125 Penalty: 3599.123291
	Iteration 9Q: 3 clusters Score -144194.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144205.281250 Penalty: 3599.123291
	Iteration 10Q: 3 clusters Score -144205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144214.171875 Penalty: 3599.123291
	Iteration 11Q: 3 clusters Score -144214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144219.453125 Penalty: 3599.123291
	Iteration 12Q: 3 clusters Score -144219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -144223.531250 Penalty: 3599.123291
	Iteration 13Q: 3 clusters Score -144223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -144233.234375 Penalty: 3599.123291
	Iteration 14Q: 3 clusters Score -144233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -144240.984375 Penalty: 3599.123291
	Iteration 15Q: 3 clusters Score -144241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144250.203125 Penalty: 3599.123291
	Iteration 16Q: 3 clusters Score -144250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144260.578125 Penalty: 3599.123291
	Iteration 17Q: 3 clusters Score -144260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -144271.406250 Penalty: 3599.123291
	Iteration 18Q: 3 clusters Score -144271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -144282.468750 Penalty: 3599.123291
	Iteration 19Q: 3 clusters Score -144282.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144297.046875 Penalty: 3599.123291
	Iteration 20F: 3 clusters Score -144297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144311.453125 Penalty: 3599.123291
	Iteration 21Q: 3 clusters Score -144311.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -144329.234375 Penalty: 3599.123291
	Iteration 22Q: 3 clusters Score -144329.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144357.812500 Penalty: 3599.123291
	Iteration 23Q: 3 clusters Score -144357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144376.625000 Penalty: 3599.123291
	Iteration 24Q: 3 clusters Score -144376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -144402.265625 Penalty: 3599.123291
	Iteration 25Q: 3 clusters Score -144402.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -144420.093750 Penalty: 3599.123291
	Iteration 26Q: 3 clusters Score -144420.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -144440.437500 Penalty: 3599.123291
	Iteration 27Q: 3 clusters Score -144440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -144461.593750 Penalty: 3599.123291
	Iteration 28Q: 3 clusters Score -144461.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -144476.109375 Penalty: 3599.123291
	Iteration 29Q: 3 clusters Score -144476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -144485.828125 Penalty: 3599.123291
	Iteration 30Q: 3 clusters Score -144485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -144490.500000 Penalty: 3599.123291
	Iteration 31Q: 3 clusters Score -144490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -144498.156250 Penalty: 3599.123291
	Iteration 32Q: 3 clusters Score -144498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -144506.562500 Penalty: 3599.123291
	Iteration 33Q: 3 clusters Score -144506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144509.953125 Penalty: 3599.123291
	Iteration 34Q: 3 clusters Score -144510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144511.890625 Penalty: 3599.123291
	Iteration 35Q: 3 clusters Score -144511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144513.687500 Penalty: 3599.123291
	Iteration 36Q: 3 clusters Score -144513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -144515.656250 Penalty: 3599.123291
	Iteration 37Q: 3 clusters Score -144515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -144516.125000 Penalty: 3599.123291
	Iteration 38F: 3 clusters Score -144516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144531.796875 Penalty: 3599.123291
	Iteration 39Q: 3 clusters Score -144531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -144539.234375 Penalty: 3599.123291
	Iteration 40F: 3 clusters Score -144539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -144548.796875 Penalty: 3599.123291
	Iteration 41Q: 3 clusters Score -144548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -144551.578125 Penalty: 3599.123291
	Iteration 42Q: 3 clusters Score -144551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144553.093750 Penalty: 3599.123291
	Iteration 43Q: 3 clusters Score -144553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144554.296875 Penalty: 3599.123291
	Iteration 44Q: 3 clusters Score -144554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -144555.390625 Penalty: 3599.123291
	Iteration 45Q: 3 clusters Score -144555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -144557.781250 Penalty: 3599.123291
	Iteration 46Q: 3 clusters Score -144557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -144557.781250 Penalty: 3599.123291
	Iteration 47F: 3 clusters Score -144557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -40830.246094 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -40830.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39454.769531 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -39454.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40250.835938 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -40250.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40576.511719 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -40576.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40818.183594 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -40818.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41142.792969 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -41142.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41262.363281 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -41262.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41301.832031 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -41301.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41328.039062 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -41328.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -41346.843750 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -41346.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -41393.800781 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -41393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41577.347656 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -41577.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41835.519531 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -41835.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41863.406250 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -41863.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41873.675781 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -41873.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -41888.777344 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -41888.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -41888.777344 Penalty: 3079.460693
	Iteration 15F: 3 clusters Score -41888.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105681 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 62756 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 343085 members 
Mstep: Class 23 contains 21317 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30942 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 355 members 
Entering Unmasked Estep 
Score: -110921016.000000 Penalty: 157755.078125
Splitting cluster 7 changes total score from -110921872.000000 to -110921016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -738380.625000 Penalty: 2189.030273
	Iteration 0F: 2 clusters Score -738380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -732749.875000 Penalty: 4378.060547
	Iteration 0F: 3 clusters Score -732749.9 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -734199.687500 Penalty: 4378.060547
	Iteration 1F: 3 clusters Score -734199.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -734469.500000 Penalty: 4378.060547
	Iteration 2F: 3 clusters Score -734469.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -734682.250000 Penalty: 4378.060547
	Iteration 3F: 3 clusters Score -734682.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -734875.312500 Penalty: 4378.060547
	Iteration 4Q: 3 clusters Score -734875.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -735071.375000 Penalty: 4378.060547
	Iteration 5Q: 3 clusters Score -735071.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -735275.187500 Penalty: 4378.060547
	Iteration 6Q: 3 clusters Score -735275.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -735471.187500 Penalty: 4378.060547
	Iteration 7Q: 3 clusters Score -735471.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -735662.875000 Penalty: 4378.060547
	Iteration 8Q: 3 clusters Score -735662.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -735820.562500 Penalty: 4378.060547
	Iteration 9Q: 3 clusters Score -735820.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -735958.000000 Penalty: 4378.060547
	Iteration 10Q: 3 clusters Score -735958 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -736099.500000 Penalty: 4378.060547
	Iteration 11Q: 3 clusters Score -736099.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -736217.375000 Penalty: 4378.060547
	Iteration 12Q: 3 clusters Score -736217.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -736326.625000 Penalty: 4378.060547
	Iteration 13Q: 3 clusters Score -736326.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -736419.875000 Penalty: 4378.060547
	Iteration 14Q: 3 clusters Score -736419.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -736482.750000 Penalty: 4378.060547
	Iteration 15Q: 3 clusters Score -736482.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -736531.500000 Penalty: 4378.060547
	Iteration 16Q: 3 clusters Score -736531.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -736572.875000 Penalty: 4378.060547
	Iteration 17Q: 3 clusters Score -736572.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -736618.062500 Penalty: 4378.060547
	Iteration 18Q: 3 clusters Score -736618.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -736670.062500 Penalty: 4378.060547
	Iteration 19Q: 3 clusters Score -736670.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -736723.937500 Penalty: 4378.060547
	Iteration 20F: 3 clusters Score -736723.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -736759.875000 Penalty: 4378.060547
	Iteration 21Q: 3 clusters Score -736759.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -736781.750000 Penalty: 4378.060547
	Iteration 22Q: 3 clusters Score -736781.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -736799.875000 Penalty: 4378.060547
	Iteration 23Q: 3 clusters Score -736799.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -736808.375000 Penalty: 4378.060547
	Iteration 24Q: 3 clusters Score -736808.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -736821.125000 Penalty: 4378.060547
	Iteration 25Q: 3 clusters Score -736821.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -736833.062500 Penalty: 4378.060547
	Iteration 26Q: 3 clusters Score -736833.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -736841.812500 Penalty: 4378.060547
	Iteration 27Q: 3 clusters Score -736841.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -736852.500000 Penalty: 4378.060547
	Iteration 28Q: 3 clusters Score -736852.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -736862.187500 Penalty: 4378.060547
	Iteration 29Q: 3 clusters Score -736862.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -736876.187500 Penalty: 4378.060547
	Iteration 30Q: 3 clusters Score -736876.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -736885.937500 Penalty: 4378.060547
	Iteration 31Q: 3 clusters Score -736885.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -736896.375000 Penalty: 4378.060547
	Iteration 32Q: 3 clusters Score -736896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -736903.937500 Penalty: 4378.060547
	Iteration 33Q: 3 clusters Score -736903.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -736913.187500 Penalty: 4378.060547
	Iteration 34Q: 3 clusters Score -736913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -736921.375000 Penalty: 4378.060547
	Iteration 35Q: 3 clusters Score -736921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -736921.062500 Penalty: 4378.060547
	Iteration 36Q: 3 clusters Score -736921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -736922.625000 Penalty: 4378.060547
	Iteration 37Q: 3 clusters Score -736922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -736922.562500 Penalty: 4378.060547
	Iteration 38Q: 3 clusters Score -736922.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -736924.437500 Penalty: 4378.060547
	Iteration 39Q: 3 clusters Score -736924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -736927.625000 Penalty: 4378.060547
	Iteration 40F: 3 clusters Score -736927.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -736932.312500 Penalty: 4378.060547
	Iteration 41Q: 3 clusters Score -736932.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -736935.250000 Penalty: 4378.060547
	Iteration 42Q: 3 clusters Score -736935.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -736942.125000 Penalty: 4378.060547
	Iteration 43Q: 3 clusters Score -736942.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -736947.062500 Penalty: 4378.060547
	Iteration 44Q: 3 clusters Score -736947.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -736952.812500 Penalty: 4378.060547
	Iteration 45Q: 3 clusters Score -736952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -736953.562500 Penalty: 4378.060547
	Iteration 46Q: 3 clusters Score -736953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -736958.062500 Penalty: 4378.060547
	Iteration 47Q: 3 clusters Score -736958.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -736960.125000 Penalty: 4378.060547
	Iteration 48Q: 3 clusters Score -736960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -736963.750000 Penalty: 4378.060547
	Iteration 49Q: 3 clusters Score -736963.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -736967.937500 Penalty: 4378.060547
	Iteration 50Q: 3 clusters Score -736967.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -736973.500000 Penalty: 4378.060547
	Iteration 51Q: 3 clusters Score -736973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -736975.875000 Penalty: 4378.060547
	Iteration 52Q: 3 clusters Score -736975.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -736979.125000 Penalty: 4378.060547
	Iteration 53Q: 3 clusters Score -736979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -736981.562500 Penalty: 4378.060547
	Iteration 54Q: 3 clusters Score -736981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -736987.312500 Penalty: 4378.060547
	Iteration 55Q: 3 clusters Score -736987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -736989.625000 Penalty: 4378.060547
	Iteration 56Q: 3 clusters Score -736989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -736993.625000 Penalty: 4378.060547
	Iteration 57Q: 3 clusters Score -736993.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -736995.562500 Penalty: 4378.060547
	Iteration 58Q: 3 clusters Score -736995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -736998.500000 Penalty: 4378.060547
	Iteration 59Q: 3 clusters Score -736998.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -737000.500000 Penalty: 4378.060547
	Iteration 60F: 3 clusters Score -737000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -737003.187500 Penalty: 4378.060547
	Iteration 61Q: 3 clusters Score -737003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -737003.375000 Penalty: 4378.060547
	Iteration 62Q: 3 clusters Score -737003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -737004.500000 Penalty: 4378.060547
	Iteration 63Q: 3 clusters Score -737004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -737006.437500 Penalty: 4378.060547
	Iteration 64Q: 3 clusters Score -737006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -737007.187500 Penalty: 4378.060547
	Iteration 65Q: 3 clusters Score -737007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -737007.625000 Penalty: 4378.060547
	Iteration 66Q: 3 clusters Score -737007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -737007.500000 Penalty: 4378.060547
	Iteration 67Q: 3 clusters Score -737007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -737009.000000 Penalty: 4378.060547
	Iteration 68Q: 3 clusters Score -737009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -737011.125000 Penalty: 4378.060547
	Iteration 69Q: 3 clusters Score -737011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -737010.875000 Penalty: 4378.060547
	Iteration 70Q: 3 clusters Score -737010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -737015.312500 Penalty: 4378.060547
	Iteration 71Q: 3 clusters Score -737015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -737016.812500 Penalty: 4378.060547
	Iteration 72Q: 3 clusters Score -737016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -737018.875000 Penalty: 4378.060547
	Iteration 73Q: 3 clusters Score -737018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -737020.687500 Penalty: 4378.060547
	Iteration 74Q: 3 clusters Score -737020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -737020.125000 Penalty: 4378.060547
	Iteration 75Q: 3 clusters Score -737020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -737023.687500 Penalty: 4378.060547
	Iteration 76Q: 3 clusters Score -737023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -737025.125000 Penalty: 4378.060547
	Iteration 77Q: 3 clusters Score -737025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -737027.562500 Penalty: 4378.060547
	Iteration 78Q: 3 clusters Score -737027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -737027.250000 Penalty: 4378.060547
	Iteration 79Q: 3 clusters Score -737027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -737028.250000 Penalty: 4378.060547
	Iteration 80F: 3 clusters Score -737028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -737029.937500 Penalty: 4378.060547
	Iteration 81Q: 3 clusters Score -737029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -737027.937500 Penalty: 4378.060547
	Iteration 82Q: 3 clusters Score -737027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -737030.750000 Penalty: 4378.060547
	Iteration 83Q: 3 clusters Score -737030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -737034.062500 Penalty: 4378.060547
	Iteration 84Q: 3 clusters Score -737034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -737035.687500 Penalty: 4378.060547
	Iteration 85Q: 3 clusters Score -737035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -737038.937500 Penalty: 4378.060547
	Iteration 86Q: 3 clusters Score -737038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -737041.125000 Penalty: 4378.060547
	Iteration 87Q: 3 clusters Score -737041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -737042.750000 Penalty: 4378.060547
	Iteration 88Q: 3 clusters Score -737042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -737048.187500 Penalty: 4378.060547
	Iteration 89Q: 3 clusters Score -737048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -737050.687500 Penalty: 4378.060547
	Iteration 90Q: 3 clusters Score -737050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -737052.437500 Penalty: 4378.060547
	Iteration 91Q: 3 clusters Score -737052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -737055.312500 Penalty: 4378.060547
	Iteration 92Q: 3 clusters Score -737055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -737057.500000 Penalty: 4378.060547
	Iteration 93Q: 3 clusters Score -737057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -737059.187500 Penalty: 4378.060547
	Iteration 94Q: 3 clusters Score -737059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -737060.437500 Penalty: 4378.060547
	Iteration 95Q: 3 clusters Score -737060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -737062.000000 Penalty: 4378.060547
	Iteration 96Q: 3 clusters Score -737062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -737065.187500 Penalty: 4378.060547
	Iteration 97Q: 3 clusters Score -737065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -737068.250000 Penalty: 4378.060547
	Iteration 98Q: 3 clusters Score -737068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -737070.250000 Penalty: 4378.060547
	Iteration 99Q: 3 clusters Score -737070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -737074.562500 Penalty: 4378.060547
	Iteration 100F: 3 clusters Score -737074.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -737077.750000 Penalty: 4378.060547
	Iteration 101Q: 3 clusters Score -737077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -737081.562500 Penalty: 4378.060547
	Iteration 102Q: 3 clusters Score -737081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -737085.812500 Penalty: 4378.060547
	Iteration 103Q: 3 clusters Score -737085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -737089.062500 Penalty: 4378.060547
	Iteration 104Q: 3 clusters Score -737089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -737092.250000 Penalty: 4378.060547
	Iteration 105Q: 3 clusters Score -737092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -737096.687500 Penalty: 4378.060547
	Iteration 106Q: 3 clusters Score -737096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -737099.250000 Penalty: 4378.060547
	Iteration 107Q: 3 clusters Score -737099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -737100.187500 Penalty: 4378.060547
	Iteration 108Q: 3 clusters Score -737100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -737101.687500 Penalty: 4378.060547
	Iteration 109Q: 3 clusters Score -737101.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -737104.875000 Penalty: 4378.060547
	Iteration 110Q: 3 clusters Score -737104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -737110.187500 Penalty: 4378.060547
	Iteration 111Q: 3 clusters Score -737110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -737115.625000 Penalty: 4378.060547
	Iteration 112Q: 3 clusters Score -737115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -737121.750000 Penalty: 4378.060547
	Iteration 113Q: 3 clusters Score -737121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -737125.000000 Penalty: 4378.060547
	Iteration 114Q: 3 clusters Score -737125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -737131.187500 Penalty: 4378.060547
	Iteration 115Q: 3 clusters Score -737131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -737137.375000 Penalty: 4378.060547
	Iteration 116Q: 3 clusters Score -737137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -737143.875000 Penalty: 4378.060547
	Iteration 117Q: 3 clusters Score -737143.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -737148.000000 Penalty: 4378.060547
	Iteration 118Q: 3 clusters Score -737148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -737151.187500 Penalty: 4378.060547
	Iteration 119Q: 3 clusters Score -737151.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -737156.312500 Penalty: 4378.060547
	Iteration 120F: 3 clusters Score -737156.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -737162.812500 Penalty: 4378.060547
	Iteration 121Q: 3 clusters Score -737162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -737168.375000 Penalty: 4378.060547
	Iteration 122Q: 3 clusters Score -737168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -737175.687500 Penalty: 4378.060547
	Iteration 123Q: 3 clusters Score -737175.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -737182.375000 Penalty: 4378.060547
	Iteration 124Q: 3 clusters Score -737182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -737187.500000 Penalty: 4378.060547
	Iteration 125Q: 3 clusters Score -737187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -737195.250000 Penalty: 4378.060547
	Iteration 126Q: 3 clusters Score -737195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -737201.187500 Penalty: 4378.060547
	Iteration 127Q: 3 clusters Score -737201.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -737212.125000 Penalty: 4378.060547
	Iteration 128Q: 3 clusters Score -737212.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -737219.812500 Penalty: 4378.060547
	Iteration 129Q: 3 clusters Score -737219.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -737225.812500 Penalty: 4378.060547
	Iteration 130Q: 3 clusters Score -737225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -737231.187500 Penalty: 4378.060547
	Iteration 131Q: 3 clusters Score -737231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -737236.000000 Penalty: 4378.060547
	Iteration 132Q: 3 clusters Score -737236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -737242.625000 Penalty: 4378.060547
	Iteration 133Q: 3 clusters Score -737242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -737247.000000 Penalty: 4378.060547
	Iteration 134Q: 3 clusters Score -737247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -737255.062500 Penalty: 4378.060547
	Iteration 135Q: 3 clusters Score -737255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -737259.500000 Penalty: 4378.060547
	Iteration 136Q: 3 clusters Score -737259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -737263.312500 Penalty: 4378.060547
	Iteration 137Q: 3 clusters Score -737263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -737265.687500 Penalty: 4378.060547
	Iteration 138Q: 3 clusters Score -737265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -737267.375000 Penalty: 4378.060547
	Iteration 139Q: 3 clusters Score -737267.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -737269.500000 Penalty: 4378.060547
	Iteration 140F: 3 clusters Score -737269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -737272.937500 Penalty: 4378.060547
	Iteration 141Q: 3 clusters Score -737272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -737274.250000 Penalty: 4378.060547
	Iteration 142Q: 3 clusters Score -737274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -737276.437500 Penalty: 4378.060547
	Iteration 143Q: 3 clusters Score -737276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -737280.500000 Penalty: 4378.060547
	Iteration 144Q: 3 clusters Score -737280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -737283.625000 Penalty: 4378.060547
	Iteration 145Q: 3 clusters Score -737283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -737283.500000 Penalty: 4378.060547
	Iteration 146Q: 3 clusters Score -737283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -737284.250000 Penalty: 4378.060547
	Iteration 147Q: 3 clusters Score -737284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -737284.187500 Penalty: 4378.060547
	Iteration 148Q: 3 clusters Score -737284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -737285.062500 Penalty: 4378.060547
	Iteration 149Q: 3 clusters Score -737285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -737286.062500 Penalty: 4378.060547
	Iteration 150Q: 3 clusters Score -737286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -737287.125000 Penalty: 4378.060547
	Iteration 151Q: 3 clusters Score -737287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -737287.125000 Penalty: 4378.060547
	Iteration 152F: 3 clusters Score -737287.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -610916.875000 Penalty: 2162.512207
	Iteration 0F: 2 clusters Score -610916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -605735.875000 Penalty: 4325.024414
	Iteration 0F: 3 clusters Score -605735.9 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -607479.687500 Penalty: 4325.024414
	Iteration 1F: 3 clusters Score -607479.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -608054.687500 Penalty: 4325.024414
	Iteration 2F: 3 clusters Score -608054.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -608521.062500 Penalty: 4325.024414
	Iteration 3F: 3 clusters Score -608521.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -608830.125000 Penalty: 4325.024414
	Iteration 4F: 3 clusters Score -608830.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -609039.000000 Penalty: 4325.024414
	Iteration 5F: 3 clusters Score -609039 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -609180.625000 Penalty: 4325.024414
	Iteration 6Q: 3 clusters Score -609180.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -609273.500000 Penalty: 4325.024414
	Iteration 7Q: 3 clusters Score -609273.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -609337.312500 Penalty: 4325.024414
	Iteration 8Q: 3 clusters Score -609337.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -609386.187500 Penalty: 4325.024414
	Iteration 9Q: 3 clusters Score -609386.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -609430.187500 Penalty: 4325.024414
	Iteration 10Q: 3 clusters Score -609430.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -609464.750000 Penalty: 4325.024414
	Iteration 11Q: 3 clusters Score -609464.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -609493.750000 Penalty: 4325.024414
	Iteration 12Q: 3 clusters Score -609493.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -609514.312500 Penalty: 4325.024414
	Iteration 13Q: 3 clusters Score -609514.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -609527.000000 Penalty: 4325.024414
	Iteration 14Q: 3 clusters Score -609527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -609539.125000 Penalty: 4325.024414
	Iteration 15Q: 3 clusters Score -609539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -609543.250000 Penalty: 4325.024414
	Iteration 16Q: 3 clusters Score -609543.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -609554.500000 Penalty: 4325.024414
	Iteration 17Q: 3 clusters Score -609554.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -609563.687500 Penalty: 4325.024414
	Iteration 18Q: 3 clusters Score -609563.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -609570.312500 Penalty: 4325.024414
	Iteration 19Q: 3 clusters Score -609570.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -609577.062500 Penalty: 4325.024414
	Iteration 20F: 3 clusters Score -609577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -609580.312500 Penalty: 4325.024414
	Iteration 21Q: 3 clusters Score -609580.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -609586.875000 Penalty: 4325.024414
	Iteration 22Q: 3 clusters Score -609586.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -609594.625000 Penalty: 4325.024414
	Iteration 23Q: 3 clusters Score -609594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -609599.437500 Penalty: 4325.024414
	Iteration 24Q: 3 clusters Score -609599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -609603.250000 Penalty: 4325.024414
	Iteration 25Q: 3 clusters Score -609603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -609609.062500 Penalty: 4325.024414
	Iteration 26Q: 3 clusters Score -609609.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -609614.625000 Penalty: 4325.024414
	Iteration 27Q: 3 clusters Score -609614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -609620.000000 Penalty: 4325.024414
	Iteration 28Q: 3 clusters Score -609620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -609627.062500 Penalty: 4325.024414
	Iteration 29Q: 3 clusters Score -609627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -609631.437500 Penalty: 4325.024414
	Iteration 30Q: 3 clusters Score -609631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -609637.750000 Penalty: 4325.024414
	Iteration 31Q: 3 clusters Score -609637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -609642.625000 Penalty: 4325.024414
	Iteration 32Q: 3 clusters Score -609642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -609649.937500 Penalty: 4325.024414
	Iteration 33Q: 3 clusters Score -609649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -609654.500000 Penalty: 4325.024414
	Iteration 34Q: 3 clusters Score -609654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -609659.000000 Penalty: 4325.024414
	Iteration 35Q: 3 clusters Score -609659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -609660.687500 Penalty: 4325.024414
	Iteration 36Q: 3 clusters Score -609660.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -609664.250000 Penalty: 4325.024414
	Iteration 37Q: 3 clusters Score -609664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -609669.500000 Penalty: 4325.024414
	Iteration 38Q: 3 clusters Score -609669.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -609671.062500 Penalty: 4325.024414
	Iteration 39Q: 3 clusters Score -609671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -609673.562500 Penalty: 4325.024414
	Iteration 40F: 3 clusters Score -609673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -609677.250000 Penalty: 4325.024414
	Iteration 41Q: 3 clusters Score -609677.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -609680.812500 Penalty: 4325.024414
	Iteration 42Q: 3 clusters Score -609680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -609683.562500 Penalty: 4325.024414
	Iteration 43Q: 3 clusters Score -609683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -609686.250000 Penalty: 4325.024414
	Iteration 44Q: 3 clusters Score -609686.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -609691.750000 Penalty: 4325.024414
	Iteration 45Q: 3 clusters Score -609691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -609696.625000 Penalty: 4325.024414
	Iteration 46Q: 3 clusters Score -609696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -609701.625000 Penalty: 4325.024414
	Iteration 47Q: 3 clusters Score -609701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -609709.937500 Penalty: 4325.024414
	Iteration 48Q: 3 clusters Score -609709.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -609714.750000 Penalty: 4325.024414
	Iteration 49Q: 3 clusters Score -609714.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -609718.687500 Penalty: 4325.024414
	Iteration 50Q: 3 clusters Score -609718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -609722.937500 Penalty: 4325.024414
	Iteration 51Q: 3 clusters Score -609722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -609723.937500 Penalty: 4325.024414
	Iteration 52Q: 3 clusters Score -609723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -609724.812500 Penalty: 4325.024414
	Iteration 53Q: 3 clusters Score -609724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -609726.937500 Penalty: 4325.024414
	Iteration 54Q: 3 clusters Score -609726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -609727.812500 Penalty: 4325.024414
	Iteration 55Q: 3 clusters Score -609727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -609728.375000 Penalty: 4325.024414
	Iteration 56Q: 3 clusters Score -609728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -609731.312500 Penalty: 4325.024414
	Iteration 57Q: 3 clusters Score -609731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -609733.187500 Penalty: 4325.024414
	Iteration 58Q: 3 clusters Score -609733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -609734.312500 Penalty: 4325.024414
	Iteration 59Q: 3 clusters Score -609734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -609737.000000 Penalty: 4325.024414
	Iteration 60F: 3 clusters Score -609737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -609737.625000 Penalty: 4325.024414
	Iteration 61Q: 3 clusters Score -609737.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -609741.000000 Penalty: 4325.024414
	Iteration 62Q: 3 clusters Score -609741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -609743.875000 Penalty: 4325.024414
	Iteration 63Q: 3 clusters Score -609743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -609747.625000 Penalty: 4325.024414
	Iteration 64Q: 3 clusters Score -609747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -609750.000000 Penalty: 4325.024414
	Iteration 65Q: 3 clusters Score -609750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -609753.312500 Penalty: 4325.024414
	Iteration 66Q: 3 clusters Score -609753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -609757.375000 Penalty: 4325.024414
	Iteration 67Q: 3 clusters Score -609757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -609762.437500 Penalty: 4325.024414
	Iteration 68Q: 3 clusters Score -609762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -609769.437500 Penalty: 4325.024414
	Iteration 69Q: 3 clusters Score -609769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -609775.687500 Penalty: 4325.024414
	Iteration 70Q: 3 clusters Score -609775.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -609780.687500 Penalty: 4325.024414
	Iteration 71Q: 3 clusters Score -609780.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -609782.812500 Penalty: 4325.024414
	Iteration 72Q: 3 clusters Score -609782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -609785.750000 Penalty: 4325.024414
	Iteration 73Q: 3 clusters Score -609785.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -609792.062500 Penalty: 4325.024414
	Iteration 74Q: 3 clusters Score -609792.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -609797.750000 Penalty: 4325.024414
	Iteration 75Q: 3 clusters Score -609797.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -609807.937500 Penalty: 4325.024414
	Iteration 76Q: 3 clusters Score -609807.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -609818.875000 Penalty: 4325.024414
	Iteration 77Q: 3 clusters Score -609818.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -609827.937500 Penalty: 4325.024414
	Iteration 78Q: 3 clusters Score -609827.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -609838.125000 Penalty: 4325.024414
	Iteration 79Q: 3 clusters Score -609838.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -609847.750000 Penalty: 4325.024414
	Iteration 80F: 3 clusters Score -609847.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -609857.187500 Penalty: 4325.024414
	Iteration 81Q: 3 clusters Score -609857.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -609863.562500 Penalty: 4325.024414
	Iteration 82Q: 3 clusters Score -609863.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -609868.187500 Penalty: 4325.024414
	Iteration 83Q: 3 clusters Score -609868.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -609881.812500 Penalty: 4325.024414
	Iteration 84Q: 3 clusters Score -609881.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -609894.375000 Penalty: 4325.024414
	Iteration 85Q: 3 clusters Score -609894.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -609910.125000 Penalty: 4325.024414
	Iteration 86Q: 3 clusters Score -609910.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -609929.750000 Penalty: 4325.024414
	Iteration 87Q: 3 clusters Score -609929.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -609946.062500 Penalty: 4325.024414
	Iteration 88Q: 3 clusters Score -609946.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -609961.937500 Penalty: 4325.024414
	Iteration 89Q: 3 clusters Score -609961.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -609979.687500 Penalty: 4325.024414
	Iteration 90Q: 3 clusters Score -609979.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -609998.125000 Penalty: 4325.024414
	Iteration 91Q: 3 clusters Score -609998.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -610013.812500 Penalty: 4325.024414
	Iteration 92Q: 3 clusters Score -610013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -610021.500000 Penalty: 4325.024414
	Iteration 93Q: 3 clusters Score -610021.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -610034.187500 Penalty: 4325.024414
	Iteration 94Q: 3 clusters Score -610034.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -610041.125000 Penalty: 4325.024414
	Iteration 95Q: 3 clusters Score -610041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -610049.937500 Penalty: 4325.024414
	Iteration 96Q: 3 clusters Score -610049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -610054.062500 Penalty: 4325.024414
	Iteration 97Q: 3 clusters Score -610054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -610062.062500 Penalty: 4325.024414
	Iteration 98Q: 3 clusters Score -610062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -610069.812500 Penalty: 4325.024414
	Iteration 99Q: 3 clusters Score -610069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -610075.750000 Penalty: 4325.024414
	Iteration 100F: 3 clusters Score -610075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -610084.437500 Penalty: 4325.024414
	Iteration 101Q: 3 clusters Score -610084.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -610093.375000 Penalty: 4325.024414
	Iteration 102Q: 3 clusters Score -610093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -610099.625000 Penalty: 4325.024414
	Iteration 103Q: 3 clusters Score -610099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -610102.812500 Penalty: 4325.024414
	Iteration 104Q: 3 clusters Score -610102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -610102.687500 Penalty: 4325.024414
	Iteration 105Q: 3 clusters Score -610102.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -610104.812500 Penalty: 4325.024414
	Iteration 106Q: 3 clusters Score -610104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -610108.687500 Penalty: 4325.024414
	Iteration 107Q: 3 clusters Score -610108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -610111.250000 Penalty: 4325.024414
	Iteration 108Q: 3 clusters Score -610111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -610111.812500 Penalty: 4325.024414
	Iteration 109Q: 3 clusters Score -610111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -610114.250000 Penalty: 4325.024414
	Iteration 110Q: 3 clusters Score -610114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -610113.375000 Penalty: 4325.024414
	Iteration 111Q: 3 clusters Score -610113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -610113.937500 Penalty: 4325.024414
	Iteration 112Q: 3 clusters Score -610113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -610113.937500 Penalty: 4325.024414
	Iteration 113F: 3 clusters Score -610113.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Entering Unmasked Estep 
Score: -709860.437500 Penalty: 2172.747803
	Iteration 0F: 2 clusters Score -709860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -704503.187500 Penalty: 4345.495605
	Iteration 0F: 3 clusters Score -704503.2 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -706173.500000 Penalty: 4345.495605
	Iteration 1F: 3 clusters Score -706173.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -706710.375000 Penalty: 4345.495605
	Iteration 2F: 3 clusters Score -706710.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -707057.125000 Penalty: 4345.495605
	Iteration 3F: 3 clusters Score -707057.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -707339.562500 Penalty: 4345.495605
	Iteration 4F: 3 clusters Score -707339.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -707580.937500 Penalty: 4345.495605
	Iteration 5F: 3 clusters Score -707580.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -707784.625000 Penalty: 4345.495605
	Iteration 6Q: 3 clusters Score -707784.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -707987.562500 Penalty: 4345.495605
	Iteration 7Q: 3 clusters Score -707987.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -708169.562500 Penalty: 4345.495605
	Iteration 8Q: 3 clusters Score -708169.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -708332.437500 Penalty: 4345.495605
	Iteration 9Q: 3 clusters Score -708332.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -708466.625000 Penalty: 4345.495605
	Iteration 10Q: 3 clusters Score -708466.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -708575.250000 Penalty: 4345.495605
	Iteration 11Q: 3 clusters Score -708575.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -708646.562500 Penalty: 4345.495605
	Iteration 12Q: 3 clusters Score -708646.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -708701.125000 Penalty: 4345.495605
	Iteration 13Q: 3 clusters Score -708701.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -708740.625000 Penalty: 4345.495605
	Iteration 14Q: 3 clusters Score -708740.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -708769.875000 Penalty: 4345.495605
	Iteration 15Q: 3 clusters Score -708769.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -708799.187500 Penalty: 4345.495605
	Iteration 16Q: 3 clusters Score -708799.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -708823.937500 Penalty: 4345.495605
	Iteration 17Q: 3 clusters Score -708823.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -708841.875000 Penalty: 4345.495605
	Iteration 18Q: 3 clusters Score -708841.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -708858.812500 Penalty: 4345.495605
	Iteration 19Q: 3 clusters Score -708858.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -708876.625000 Penalty: 4345.495605
	Iteration 20F: 3 clusters Score -708876.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -708893.812500 Penalty: 4345.495605
	Iteration 21Q: 3 clusters Score -708893.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -708905.187500 Penalty: 4345.495605
	Iteration 22Q: 3 clusters Score -708905.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -708918.625000 Penalty: 4345.495605
	Iteration 23Q: 3 clusters Score -708918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -708928.437500 Penalty: 4345.495605
	Iteration 24Q: 3 clusters Score -708928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -708936.625000 Penalty: 4345.495605
	Iteration 25Q: 3 clusters Score -708936.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -708944.187500 Penalty: 4345.495605
	Iteration 26Q: 3 clusters Score -708944.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -708952.687500 Penalty: 4345.495605
	Iteration 27Q: 3 clusters Score -708952.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -708957.500000 Penalty: 4345.495605
	Iteration 28Q: 3 clusters Score -708957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -708958.937500 Penalty: 4345.495605
	Iteration 29Q: 3 clusters Score -708958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -708963.750000 Penalty: 4345.495605
	Iteration 30Q: 3 clusters Score -708963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -708969.375000 Penalty: 4345.495605
	Iteration 31Q: 3 clusters Score -708969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -708974.375000 Penalty: 4345.495605
	Iteration 32Q: 3 clusters Score -708974.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -708980.687500 Penalty: 4345.495605
	Iteration 33Q: 3 clusters Score -708980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -708984.625000 Penalty: 4345.495605
	Iteration 34Q: 3 clusters Score -708984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -708987.750000 Penalty: 4345.495605
	Iteration 35Q: 3 clusters Score -708987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -708989.937500 Penalty: 4345.495605
	Iteration 36Q: 3 clusters Score -708989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -708992.000000 Penalty: 4345.495605
	Iteration 37Q: 3 clusters Score -708992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -708992.000000 Penalty: 4345.495605
	Iteration 38F: 3 clusters Score -708992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Entering Unmasked Estep 
Score: -12368645.000000 Penalty: 2877.134277
	Iteration 0F: 2 clusters Score -1.236864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -12295082.000000 Penalty: 5754.268555
	Iteration 0F: 3 clusters Score -1.229508e+07 nChanged 52157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -12324792.000000 Penalty: 5754.268555
	Iteration 1F: 3 clusters Score -1.232479e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -12325367.000000 Penalty: 5754.268555
	Iteration 2Q: 3 clusters Score -1.232537e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -12326045.000000 Penalty: 5754.268555
	Iteration 3Q: 3 clusters Score -1.232604e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -12326708.000000 Penalty: 5754.268555
	Iteration 4Q: 3 clusters Score -1.232671e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -12327447.000000 Penalty: 5754.268555
	Iteration 5Q: 3 clusters Score -1.232745e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -12328227.000000 Penalty: 5754.268555
	Iteration 6Q: 3 clusters Score -1.232823e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -12329230.000000 Penalty: 5754.268555
	Iteration 7Q: 3 clusters Score -1.232923e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -12330443.000000 Penalty: 5754.268555
	Iteration 8Q: 3 clusters Score -1.233044e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -12332205.000000 Penalty: 5754.268555
	Iteration 9Q: 3 clusters Score -1.23322e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -12334691.000000 Penalty: 5754.268555
	Iteration 10Q: 3 clusters Score -1.233469e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -12337767.000000 Penalty: 5754.268555
	Iteration 11F: 3 clusters Score -1.233777e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -12341852.000000 Penalty: 5754.268555
	Iteration 12F: 3 clusters Score -1.234185e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -12346948.000000 Penalty: 5754.268555
	Iteration 13F: 3 clusters Score -1.234695e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -12352534.000000 Penalty: 5754.268555
	Iteration 14F: 3 clusters Score -1.235253e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -12357932.000000 Penalty: 5754.268555
	Iteration 15F: 3 clusters Score -1.235793e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -12361901.000000 Penalty: 5754.268555
	Iteration 16Q: 3 clusters Score -1.23619e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -12364399.000000 Penalty: 5754.268555
	Iteration 17Q: 3 clusters Score -1.23644e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
Score: -12365369.000000 Penalty: 5754.268555
	Iteration 18Q: 3 clusters Score -1.236537e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 108760 members 
Entering Unmasked Estep 
Score: -12365740.000000 Penalty: 5754.268555
	Iteration 19Q: 3 clusters Score -1.236574e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -12365891.000000 Penalty: 5754.268555
	Iteration 20F: 3 clusters Score -1.236589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -12365999.000000 Penalty: 5754.268555
	Iteration 21Q: 3 clusters Score -1.2366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -12366017.000000 Penalty: 5754.268555
	Iteration 22Q: 3 clusters Score -1.236602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -12366028.000000 Penalty: 5754.268555
	Iteration 23Q: 3 clusters Score -1.236603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -12366040.000000 Penalty: 5754.268555
	Iteration 24Q: 3 clusters Score -1.236604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -12366059.000000 Penalty: 5754.268555
	Iteration 25Q: 3 clusters Score -1.236606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 108956 members 
Entering Unmasked Estep 
Score: -12366075.000000 Penalty: 5754.268555
	Iteration 26Q: 3 clusters Score -1.236608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -12366085.000000 Penalty: 5754.268555
	Iteration 27Q: 3 clusters Score -1.236608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -12366096.000000 Penalty: 5754.268555
	Iteration 28Q: 3 clusters Score -1.23661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 108974 members 
Entering Unmasked Estep 
Score: -12366106.000000 Penalty: 5754.268555
	Iteration 29Q: 3 clusters Score -1.236611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108977 members 
Entering Unmasked Estep 
Score: -12366095.000000 Penalty: 5754.268555
	Iteration 30Q: 3 clusters Score -1.23661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -12366101.000000 Penalty: 5754.268555
	Iteration 31Q: 3 clusters Score -1.23661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -12366104.000000 Penalty: 5754.268555
	Iteration 32Q: 3 clusters Score -1.23661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -12366108.000000 Penalty: 5754.268555
	Iteration 33Q: 3 clusters Score -1.236611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -12366109.000000 Penalty: 5754.268555
	Iteration 34Q: 3 clusters Score -1.236611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -12366109.000000 Penalty: 5754.268555
	Iteration 35Q: 3 clusters Score -1.236611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -12366113.000000 Penalty: 5754.268555
	Iteration 36Q: 3 clusters Score -1.236611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -12366108.000000 Penalty: 5754.268555
	Iteration 37Q: 3 clusters Score -1.236611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -12366108.000000 Penalty: 5754.268555
	Iteration 38F: 3 clusters Score -1.236611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -214661.953125 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -214662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212033.250000 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -212033.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212495.140625 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -212495.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212632.656250 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -212632.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212723.406250 Penalty: 3765.062744
	Iteration 3Q: 3 clusters Score -212723.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -212781.875000 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -212781.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212830.812500 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -212830.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -212876.531250 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -212876.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212913.062500 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -212913.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212946.171875 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -212946.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212982.500000 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -212982.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213021.437500 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -213021.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -213054.968750 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -213055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213093.796875 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -213093.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -213127.765625 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -213127.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213151.484375 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -213151.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -213171.125000 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -213171.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -213184.843750 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -213184.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -213195.734375 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -213195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -213207.828125 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -213207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -213218.109375 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -213218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213224.453125 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -213224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213227.406250 Penalty: 3765.062744
	Iteration 21Q: 3 clusters Score -213227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -213231.171875 Penalty: 3765.062744
	Iteration 22Q: 3 clusters Score -213231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -213233.546875 Penalty: 3765.062744
	Iteration 23Q: 3 clusters Score -213233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213236.093750 Penalty: 3765.062744
	Iteration 24Q: 3 clusters Score -213236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -213238.125000 Penalty: 3765.062744
	Iteration 25Q: 3 clusters Score -213238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -213238.500000 Penalty: 3765.062744
	Iteration 26Q: 3 clusters Score -213238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -213239.000000 Penalty: 3765.062744
	Iteration 27Q: 3 clusters Score -213239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -213239.437500 Penalty: 3765.062744
	Iteration 28Q: 3 clusters Score -213239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -213239.734375 Penalty: 3765.062744
	Iteration 29Q: 3 clusters Score -213239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213240.656250 Penalty: 3765.062744
	Iteration 30Q: 3 clusters Score -213240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213242.218750 Penalty: 3765.062744
	Iteration 31Q: 3 clusters Score -213242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213243.375000 Penalty: 3765.062744
	Iteration 32Q: 3 clusters Score -213243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -213244.390625 Penalty: 3765.062744
	Iteration 33Q: 3 clusters Score -213244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213244.890625 Penalty: 3765.062744
	Iteration 34Q: 3 clusters Score -213244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213244.890625 Penalty: 3765.062744
	Iteration 35F: 3 clusters Score -213244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Entering Unmasked Estep 
Score: -11974531.000000 Penalty: 2868.908691
	Iteration 0F: 2 clusters Score -1.197453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -11903660.000000 Penalty: 5737.817383
	Iteration 0F: 3 clusters Score -1.190366e+07 nChanged 50262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -11932189.000000 Penalty: 5737.817383
	Iteration 1F: 3 clusters Score -1.193219e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -11932800.000000 Penalty: 5737.817383
	Iteration 2Q: 3 clusters Score -1.19328e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -11933408.000000 Penalty: 5737.817383
	Iteration 3Q: 3 clusters Score -1.193341e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -11934139.000000 Penalty: 5737.817383
	Iteration 4Q: 3 clusters Score -1.193414e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -11934853.000000 Penalty: 5737.817383
	Iteration 5Q: 3 clusters Score -1.193485e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -11935708.000000 Penalty: 5737.817383
	Iteration 6Q: 3 clusters Score -1.193571e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -11936813.000000 Penalty: 5737.817383
	Iteration 7Q: 3 clusters Score -1.193681e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -11938164.000000 Penalty: 5737.817383
	Iteration 8Q: 3 clusters Score -1.193816e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -11940068.000000 Penalty: 5737.817383
	Iteration 9Q: 3 clusters Score -1.194007e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -11942674.000000 Penalty: 5737.817383
	Iteration 10Q: 3 clusters Score -1.194267e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -11946299.000000 Penalty: 5737.817383
	Iteration 11F: 3 clusters Score -1.19463e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -11950442.000000 Penalty: 5737.817383
	Iteration 12F: 3 clusters Score -1.195044e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -11953988.000000 Penalty: 5737.817383
	Iteration 13F: 3 clusters Score -1.195399e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -11956462.000000 Penalty: 5737.817383
	Iteration 14Q: 3 clusters Score -1.195646e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -11957733.000000 Penalty: 5737.817383
	Iteration 15Q: 3 clusters Score -1.195773e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -11958447.000000 Penalty: 5737.817383
	Iteration 16Q: 3 clusters Score -1.195845e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -11959058.000000 Penalty: 5737.817383
	Iteration 17Q: 3 clusters Score -1.195906e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -11959728.000000 Penalty: 5737.817383
	Iteration 18Q: 3 clusters Score -1.195973e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -11960327.000000 Penalty: 5737.817383
	Iteration 19Q: 3 clusters Score -1.196033e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -11961029.000000 Penalty: 5737.817383
	Iteration 20F: 3 clusters Score -1.196103e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -11961785.000000 Penalty: 5737.817383
	Iteration 21Q: 3 clusters Score -1.196178e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -11962568.000000 Penalty: 5737.817383
	Iteration 22Q: 3 clusters Score -1.196257e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -11963194.000000 Penalty: 5737.817383
	Iteration 23Q: 3 clusters Score -1.196319e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -11963787.000000 Penalty: 5737.817383
	Iteration 24Q: 3 clusters Score -1.196379e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -11964260.000000 Penalty: 5737.817383
	Iteration 25Q: 3 clusters Score -1.196426e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -11964507.000000 Penalty: 5737.817383
	Iteration 26Q: 3 clusters Score -1.196451e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -11964692.000000 Penalty: 5737.817383
	Iteration 27Q: 3 clusters Score -1.196469e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -11964779.000000 Penalty: 5737.817383
	Iteration 28Q: 3 clusters Score -1.196478e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -11964870.000000 Penalty: 5737.817383
	Iteration 29Q: 3 clusters Score -1.196487e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -11964997.000000 Penalty: 5737.817383
	Iteration 30Q: 3 clusters Score -1.1965e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -11965089.000000 Penalty: 5737.817383
	Iteration 31Q: 3 clusters Score -1.196509e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -11965162.000000 Penalty: 5737.817383
	Iteration 32Q: 3 clusters Score -1.196516e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -11965220.000000 Penalty: 5737.817383
	Iteration 33Q: 3 clusters Score -1.196522e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -11965240.000000 Penalty: 5737.817383
	Iteration 34Q: 3 clusters Score -1.196524e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -11965282.000000 Penalty: 5737.817383
	Iteration 35Q: 3 clusters Score -1.196528e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -11965303.000000 Penalty: 5737.817383
	Iteration 36Q: 3 clusters Score -1.19653e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -11965320.000000 Penalty: 5737.817383
	Iteration 37Q: 3 clusters Score -1.196532e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -11965343.000000 Penalty: 5737.817383
	Iteration 38Q: 3 clusters Score -1.196534e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -11965417.000000 Penalty: 5737.817383
	Iteration 39Q: 3 clusters Score -1.196542e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -11965407.000000 Penalty: 5737.817383
	Iteration 40F: 3 clusters Score -1.196541e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -11965454.000000 Penalty: 5737.817383
	Iteration 41Q: 3 clusters Score -1.196545e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -11965423.000000 Penalty: 5737.817383
	Iteration 42Q: 3 clusters Score -1.196542e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -11965457.000000 Penalty: 5737.817383
	Iteration 43Q: 3 clusters Score -1.196546e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -11965481.000000 Penalty: 5737.817383
	Iteration 44Q: 3 clusters Score -1.196548e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -11965506.000000 Penalty: 5737.817383
	Iteration 45Q: 3 clusters Score -1.196551e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -11965527.000000 Penalty: 5737.817383
	Iteration 46Q: 3 clusters Score -1.196553e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -11965546.000000 Penalty: 5737.817383
	Iteration 47Q: 3 clusters Score -1.196555e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -11965570.000000 Penalty: 5737.817383
	Iteration 48Q: 3 clusters Score -1.196557e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -11965614.000000 Penalty: 5737.817383
	Iteration 49Q: 3 clusters Score -1.196561e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -11965600.000000 Penalty: 5737.817383
	Iteration 50Q: 3 clusters Score -1.19656e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -11965608.000000 Penalty: 5737.817383
	Iteration 51Q: 3 clusters Score -1.196561e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -11965705.000000 Penalty: 5737.817383
	Iteration 52Q: 3 clusters Score -1.19657e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -11965729.000000 Penalty: 5737.817383
	Iteration 53Q: 3 clusters Score -1.196573e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -11965805.000000 Penalty: 5737.817383
	Iteration 54Q: 3 clusters Score -1.19658e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -11965791.000000 Penalty: 5737.817383
	Iteration 55Q: 3 clusters Score -1.196579e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -11965789.000000 Penalty: 5737.817383
	Iteration 56Q: 3 clusters Score -1.196579e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -11965820.000000 Penalty: 5737.817383
	Iteration 57Q: 3 clusters Score -1.196582e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -11965860.000000 Penalty: 5737.817383
	Iteration 58Q: 3 clusters Score -1.196586e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -11965890.000000 Penalty: 5737.817383
	Iteration 59Q: 3 clusters Score -1.196589e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -11965888.000000 Penalty: 5737.817383
	Iteration 60F: 3 clusters Score -1.196589e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -11965907.000000 Penalty: 5737.817383
	Iteration 61Q: 3 clusters Score -1.196591e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -11965948.000000 Penalty: 5737.817383
	Iteration 62Q: 3 clusters Score -1.196595e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -11965986.000000 Penalty: 5737.817383
	Iteration 63Q: 3 clusters Score -1.196599e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -11966066.000000 Penalty: 5737.817383
	Iteration 64Q: 3 clusters Score -1.196607e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -11966060.000000 Penalty: 5737.817383
	Iteration 65Q: 3 clusters Score -1.196606e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -11966133.000000 Penalty: 5737.817383
	Iteration 66Q: 3 clusters Score -1.196613e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -11966166.000000 Penalty: 5737.817383
	Iteration 67Q: 3 clusters Score -1.196617e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -11966269.000000 Penalty: 5737.817383
	Iteration 68Q: 3 clusters Score -1.196627e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -11966285.000000 Penalty: 5737.817383
	Iteration 69Q: 3 clusters Score -1.196628e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -11966292.000000 Penalty: 5737.817383
	Iteration 70Q: 3 clusters Score -1.196629e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -11966343.000000 Penalty: 5737.817383
	Iteration 71Q: 3 clusters Score -1.196634e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -11966393.000000 Penalty: 5737.817383
	Iteration 72Q: 3 clusters Score -1.196639e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -11966411.000000 Penalty: 5737.817383
	Iteration 73Q: 3 clusters Score -1.196641e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -11966479.000000 Penalty: 5737.817383
	Iteration 74Q: 3 clusters Score -1.196648e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -11966534.000000 Penalty: 5737.817383
	Iteration 75Q: 3 clusters Score -1.196653e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -11966543.000000 Penalty: 5737.817383
	Iteration 76Q: 3 clusters Score -1.196654e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -11966603.000000 Penalty: 5737.817383
	Iteration 77Q: 3 clusters Score -1.19666e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -11966680.000000 Penalty: 5737.817383
	Iteration 78Q: 3 clusters Score -1.196668e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -11966738.000000 Penalty: 5737.817383
	Iteration 79Q: 3 clusters Score -1.196674e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -11966782.000000 Penalty: 5737.817383
	Iteration 80F: 3 clusters Score -1.196678e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -11966897.000000 Penalty: 5737.817383
	Iteration 81Q: 3 clusters Score -1.19669e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -11966934.000000 Penalty: 5737.817383
	Iteration 82Q: 3 clusters Score -1.196693e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -11967033.000000 Penalty: 5737.817383
	Iteration 83Q: 3 clusters Score -1.196703e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -11967114.000000 Penalty: 5737.817383
	Iteration 84Q: 3 clusters Score -1.196711e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -11967176.000000 Penalty: 5737.817383
	Iteration 85Q: 3 clusters Score -1.196718e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -11967243.000000 Penalty: 5737.817383
	Iteration 86Q: 3 clusters Score -1.196724e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -11967342.000000 Penalty: 5737.817383
	Iteration 87Q: 3 clusters Score -1.196734e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -11967518.000000 Penalty: 5737.817383
	Iteration 88Q: 3 clusters Score -1.196752e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -11967609.000000 Penalty: 5737.817383
	Iteration 89Q: 3 clusters Score -1.196761e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -11967769.000000 Penalty: 5737.817383
	Iteration 90Q: 3 clusters Score -1.196777e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -11967892.000000 Penalty: 5737.817383
	Iteration 91Q: 3 clusters Score -1.196789e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -11968025.000000 Penalty: 5737.817383
	Iteration 92Q: 3 clusters Score -1.196802e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -11968202.000000 Penalty: 5737.817383
	Iteration 93Q: 3 clusters Score -1.19682e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -11968366.000000 Penalty: 5737.817383
	Iteration 94Q: 3 clusters Score -1.196837e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -11968520.000000 Penalty: 5737.817383
	Iteration 95Q: 3 clusters Score -1.196852e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -11968662.000000 Penalty: 5737.817383
	Iteration 96Q: 3 clusters Score -1.196866e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -11968806.000000 Penalty: 5737.817383
	Iteration 97Q: 3 clusters Score -1.196881e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -11968934.000000 Penalty: 5737.817383
	Iteration 98Q: 3 clusters Score -1.196893e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -11969095.000000 Penalty: 5737.817383
	Iteration 99Q: 3 clusters Score -1.19691e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -11969289.000000 Penalty: 5737.817383
	Iteration 100F: 3 clusters Score -1.196929e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -11969431.000000 Penalty: 5737.817383
	Iteration 101Q: 3 clusters Score -1.196943e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -11969636.000000 Penalty: 5737.817383
	Iteration 102Q: 3 clusters Score -1.196964e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -11969840.000000 Penalty: 5737.817383
	Iteration 103Q: 3 clusters Score -1.196984e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -11970001.000000 Penalty: 5737.817383
	Iteration 104Q: 3 clusters Score -1.197e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -11970195.000000 Penalty: 5737.817383
	Iteration 105Q: 3 clusters Score -1.19702e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -11970391.000000 Penalty: 5737.817383
	Iteration 106Q: 3 clusters Score -1.197039e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -11970597.000000 Penalty: 5737.817383
	Iteration 107Q: 3 clusters Score -1.19706e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -11970751.000000 Penalty: 5737.817383
	Iteration 108Q: 3 clusters Score -1.197075e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -11970887.000000 Penalty: 5737.817383
	Iteration 109Q: 3 clusters Score -1.197089e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 102306 members 
Entering Unmasked Estep 
Score: -11970993.000000 Penalty: 5737.817383
	Iteration 110Q: 3 clusters Score -1.197099e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -11971158.000000 Penalty: 5737.817383
	Iteration 111Q: 3 clusters Score -1.197116e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -11971291.000000 Penalty: 5737.817383
	Iteration 112Q: 3 clusters Score -1.197129e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -11971395.000000 Penalty: 5737.817383
	Iteration 113Q: 3 clusters Score -1.19714e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -11971496.000000 Penalty: 5737.817383
	Iteration 114Q: 3 clusters Score -1.19715e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 103638 members 
Entering Unmasked Estep 
Score: -11971596.000000 Penalty: 5737.817383
	Iteration 115Q: 3 clusters Score -1.19716e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -11971671.000000 Penalty: 5737.817383
	Iteration 116Q: 3 clusters Score -1.197167e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -11971715.000000 Penalty: 5737.817383
	Iteration 117Q: 3 clusters Score -1.197172e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -11971739.000000 Penalty: 5737.817383
	Iteration 118Q: 3 clusters Score -1.197174e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -11971794.000000 Penalty: 5737.817383
	Iteration 119Q: 3 clusters Score -1.197179e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -11971828.000000 Penalty: 5737.817383
	Iteration 120F: 3 clusters Score -1.197183e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -11971844.000000 Penalty: 5737.817383
	Iteration 121Q: 3 clusters Score -1.197184e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -11971860.000000 Penalty: 5737.817383
	Iteration 122Q: 3 clusters Score -1.197186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -11971900.000000 Penalty: 5737.817383
	Iteration 123Q: 3 clusters Score -1.19719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -11971924.000000 Penalty: 5737.817383
	Iteration 124Q: 3 clusters Score -1.197192e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -11971950.000000 Penalty: 5737.817383
	Iteration 125Q: 3 clusters Score -1.197195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -11971948.000000 Penalty: 5737.817383
	Iteration 126Q: 3 clusters Score -1.197195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -11971961.000000 Penalty: 5737.817383
	Iteration 127Q: 3 clusters Score -1.197196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -11971964.000000 Penalty: 5737.817383
	Iteration 128Q: 3 clusters Score -1.197196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -11971996.000000 Penalty: 5737.817383
	Iteration 129Q: 3 clusters Score -1.1972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -11972015.000000 Penalty: 5737.817383
	Iteration 130Q: 3 clusters Score -1.197202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -11972016.000000 Penalty: 5737.817383
	Iteration 131Q: 3 clusters Score -1.197202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
Score: -11972028.000000 Penalty: 5737.817383
	Iteration 132Q: 3 clusters Score -1.197203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -11972026.000000 Penalty: 5737.817383
	Iteration 133Q: 3 clusters Score -1.197203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 104666 members 
Entering Unmasked Estep 
Score: -11972035.000000 Penalty: 5737.817383
	Iteration 134Q: 3 clusters Score -1.197204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -11972042.000000 Penalty: 5737.817383
	Iteration 135Q: 3 clusters Score -1.197204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -11972051.000000 Penalty: 5737.817383
	Iteration 136Q: 3 clusters Score -1.197205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -11972048.000000 Penalty: 5737.817383
	Iteration 137Q: 3 clusters Score -1.197205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -11972054.000000 Penalty: 5737.817383
	Iteration 138Q: 3 clusters Score -1.197205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -11972068.000000 Penalty: 5737.817383
	Iteration 139Q: 3 clusters Score -1.197207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -11972069.000000 Penalty: 5737.817383
	Iteration 140F: 3 clusters Score -1.197207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -11972054.000000 Penalty: 5737.817383
	Iteration 141Q: 3 clusters Score -1.197205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -11972060.000000 Penalty: 5737.817383
	Iteration 142Q: 3 clusters Score -1.197206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -11972059.000000 Penalty: 5737.817383
	Iteration 143Q: 3 clusters Score -1.197206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -11972084.000000 Penalty: 5737.817383
	Iteration 144Q: 3 clusters Score -1.197208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -11972086.000000 Penalty: 5737.817383
	Iteration 145Q: 3 clusters Score -1.197209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -11972083.000000 Penalty: 5737.817383
	Iteration 146Q: 3 clusters Score -1.197208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -11972086.000000 Penalty: 5737.817383
	Iteration 147Q: 3 clusters Score -1.197209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -11972083.000000 Penalty: 5737.817383
	Iteration 148Q: 3 clusters Score -1.197208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -11972091.000000 Penalty: 5737.817383
	Iteration 149Q: 3 clusters Score -1.197209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -11972083.000000 Penalty: 5737.817383
	Iteration 150Q: 3 clusters Score -1.197208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -11972085.000000 Penalty: 5737.817383
	Iteration 151Q: 3 clusters Score -1.197208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -11972085.000000 Penalty: 5737.817383
	Iteration 152Q: 3 clusters Score -1.197208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -11972079.000000 Penalty: 5737.817383
	Iteration 153Q: 3 clusters Score -1.197208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -11972091.000000 Penalty: 5737.817383
	Iteration 154Q: 3 clusters Score -1.197209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -11972098.000000 Penalty: 5737.817383
	Iteration 155Q: 3 clusters Score -1.19721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -11972085.000000 Penalty: 5737.817383
	Iteration 156Q: 3 clusters Score -1.197208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -11972087.000000 Penalty: 5737.817383
	Iteration 157Q: 3 clusters Score -1.197209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -11972087.000000 Penalty: 5737.817383
	Iteration 158F: 3 clusters Score -1.197209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Entering Unmasked Estep 
Score: -5299568.500000 Penalty: 2665.366211
	Iteration 0F: 2 clusters Score -5299568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -5268131.500000 Penalty: 5330.732422
	Iteration 0F: 3 clusters Score -5268132 nChanged 21484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5279997.500000 Penalty: 5330.732422
	Iteration 1F: 3 clusters Score -5279998 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5280531.000000 Penalty: 5330.732422
	Iteration 2Q: 3 clusters Score -5280531 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -5281138.000000 Penalty: 5330.732422
	Iteration 3Q: 3 clusters Score -5281138 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5281758.000000 Penalty: 5330.732422
	Iteration 4Q: 3 clusters Score -5281758 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5282555.000000 Penalty: 5330.732422
	Iteration 5Q: 3 clusters Score -5282555 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -5283565.500000 Penalty: 5330.732422
	Iteration 6Q: 3 clusters Score -5283566 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5284773.500000 Penalty: 5330.732422
	Iteration 7F: 3 clusters Score -5284774 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5286346.000000 Penalty: 5330.732422
	Iteration 8F: 3 clusters Score -5286346 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -5288233.500000 Penalty: 5330.732422
	Iteration 9F: 3 clusters Score -5288234 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -5290443.500000 Penalty: 5330.732422
	Iteration 10F: 3 clusters Score -5290444 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5292424.000000 Penalty: 5330.732422
	Iteration 11Q: 3 clusters Score -5292424 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5293913.000000 Penalty: 5330.732422
	Iteration 12Q: 3 clusters Score -5293913 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5295064.000000 Penalty: 5330.732422
	Iteration 13Q: 3 clusters Score -5295064 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5295794.500000 Penalty: 5330.732422
	Iteration 14Q: 3 clusters Score -5295794 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -5296243.000000 Penalty: 5330.732422
	Iteration 15Q: 3 clusters Score -5296243 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5296551.500000 Penalty: 5330.732422
	Iteration 16Q: 3 clusters Score -5296552 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5296735.500000 Penalty: 5330.732422
	Iteration 17Q: 3 clusters Score -5296736 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5296867.500000 Penalty: 5330.732422
	Iteration 18Q: 3 clusters Score -5296868 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5296965.500000 Penalty: 5330.732422
	Iteration 19Q: 3 clusters Score -5296966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -5297033.500000 Penalty: 5330.732422
	Iteration 20F: 3 clusters Score -5297034 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5297123.500000 Penalty: 5330.732422
	Iteration 21Q: 3 clusters Score -5297124 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5297183.500000 Penalty: 5330.732422
	Iteration 22Q: 3 clusters Score -5297184 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5297229.000000 Penalty: 5330.732422
	Iteration 23Q: 3 clusters Score -5297229 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -5297263.500000 Penalty: 5330.732422
	Iteration 24Q: 3 clusters Score -5297264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5297331.000000 Penalty: 5330.732422
	Iteration 25Q: 3 clusters Score -5297331 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5297392.000000 Penalty: 5330.732422
	Iteration 26Q: 3 clusters Score -5297392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -5297451.000000 Penalty: 5330.732422
	Iteration 27Q: 3 clusters Score -5297451 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5297495.500000 Penalty: 5330.732422
	Iteration 28Q: 3 clusters Score -5297496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5297558.000000 Penalty: 5330.732422
	Iteration 29Q: 3 clusters Score -5297558 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5297622.500000 Penalty: 5330.732422
	Iteration 30Q: 3 clusters Score -5297622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5297684.000000 Penalty: 5330.732422
	Iteration 31Q: 3 clusters Score -5297684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5297740.500000 Penalty: 5330.732422
	Iteration 32Q: 3 clusters Score -5297740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5297800.000000 Penalty: 5330.732422
	Iteration 33Q: 3 clusters Score -5297800 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5297871.000000 Penalty: 5330.732422
	Iteration 34Q: 3 clusters Score -5297871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5297924.500000 Penalty: 5330.732422
	Iteration 35Q: 3 clusters Score -5297924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5297965.500000 Penalty: 5330.732422
	Iteration 36Q: 3 clusters Score -5297966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -5298028.500000 Penalty: 5330.732422
	Iteration 37Q: 3 clusters Score -5298028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -5298073.500000 Penalty: 5330.732422
	Iteration 38Q: 3 clusters Score -5298074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -5298104.500000 Penalty: 5330.732422
	Iteration 39Q: 3 clusters Score -5298104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5298121.000000 Penalty: 5330.732422
	Iteration 40F: 3 clusters Score -5298121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5298135.500000 Penalty: 5330.732422
	Iteration 41Q: 3 clusters Score -5298136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -5298142.000000 Penalty: 5330.732422
	Iteration 42Q: 3 clusters Score -5298142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5298148.000000 Penalty: 5330.732422
	Iteration 43Q: 3 clusters Score -5298148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5298144.500000 Penalty: 5330.732422
	Iteration 44Q: 3 clusters Score -5298144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5298148.500000 Penalty: 5330.732422
	Iteration 45Q: 3 clusters Score -5298148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5298152.000000 Penalty: 5330.732422
	Iteration 46Q: 3 clusters Score -5298152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -5298155.500000 Penalty: 5330.732422
	Iteration 47Q: 3 clusters Score -5298156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5298151.000000 Penalty: 5330.732422
	Iteration 48Q: 3 clusters Score -5298151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -5298154.500000 Penalty: 5330.732422
	Iteration 49Q: 3 clusters Score -5298154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5298151.500000 Penalty: 5330.732422
	Iteration 50Q: 3 clusters Score -5298152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5298155.500000 Penalty: 5330.732422
	Iteration 51Q: 3 clusters Score -5298156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -5298158.000000 Penalty: 5330.732422
	Iteration 52Q: 3 clusters Score -5298158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5298157.000000 Penalty: 5330.732422
	Iteration 53Q: 3 clusters Score -5298157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -5298161.000000 Penalty: 5330.732422
	Iteration 54Q: 3 clusters Score -5298161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -5298158.500000 Penalty: 5330.732422
	Iteration 55Q: 3 clusters Score -5298158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5298156.500000 Penalty: 5330.732422
	Iteration 56Q: 3 clusters Score -5298156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5298156.500000 Penalty: 5330.732422
	Iteration 57F: 3 clusters Score -5298156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Entering Unmasked Estep 
Score: -1502793.750000 Penalty: 2360.529785
	Iteration 0F: 2 clusters Score -1502794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1492865.625000 Penalty: 4721.059570
	Iteration 0F: 3 clusters Score -1492866 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1495943.250000 Penalty: 4721.059570
	Iteration 1F: 3 clusters Score -1495943 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1496247.500000 Penalty: 4721.059570
	Iteration 2F: 3 clusters Score -1496248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1496531.375000 Penalty: 4721.059570
	Iteration 3Q: 3 clusters Score -1496531 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1496789.875000 Penalty: 4721.059570
	Iteration 4Q: 3 clusters Score -1496790 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1497032.500000 Penalty: 4721.059570
	Iteration 5Q: 3 clusters Score -1497032 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1497278.250000 Penalty: 4721.059570
	Iteration 6Q: 3 clusters Score -1497278 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1497547.625000 Penalty: 4721.059570
	Iteration 7Q: 3 clusters Score -1497548 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1497832.500000 Penalty: 4721.059570
	Iteration 8Q: 3 clusters Score -1497832 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1498177.875000 Penalty: 4721.059570
	Iteration 9Q: 3 clusters Score -1498178 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1498601.375000 Penalty: 4721.059570
	Iteration 10Q: 3 clusters Score -1498601 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1499107.625000 Penalty: 4721.059570
	Iteration 11Q: 3 clusters Score -1499108 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1499708.500000 Penalty: 4721.059570
	Iteration 12Q: 3 clusters Score -1499708 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1500316.000000 Penalty: 4721.059570
	Iteration 13Q: 3 clusters Score -1500316 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1500817.875000 Penalty: 4721.059570
	Iteration 14Q: 3 clusters Score -1500818 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1501183.250000 Penalty: 4721.059570
	Iteration 15Q: 3 clusters Score -1501183 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1501458.250000 Penalty: 4721.059570
	Iteration 16Q: 3 clusters Score -1501458 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1501638.125000 Penalty: 4721.059570
	Iteration 17Q: 3 clusters Score -1501638 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1501727.875000 Penalty: 4721.059570
	Iteration 18Q: 3 clusters Score -1501728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1501789.000000 Penalty: 4721.059570
	Iteration 19Q: 3 clusters Score -1501789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1501823.500000 Penalty: 4721.059570
	Iteration 20F: 3 clusters Score -1501824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1501862.750000 Penalty: 4721.059570
	Iteration 21Q: 3 clusters Score -1501863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1501890.000000 Penalty: 4721.059570
	Iteration 22Q: 3 clusters Score -1501890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1501912.750000 Penalty: 4721.059570
	Iteration 23Q: 3 clusters Score -1501913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1501944.375000 Penalty: 4721.059570
	Iteration 24Q: 3 clusters Score -1501944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1501973.750000 Penalty: 4721.059570
	Iteration 25Q: 3 clusters Score -1501974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1502000.500000 Penalty: 4721.059570
	Iteration 26Q: 3 clusters Score -1502000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1502021.000000 Penalty: 4721.059570
	Iteration 27Q: 3 clusters Score -1502021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1502044.625000 Penalty: 4721.059570
	Iteration 28Q: 3 clusters Score -1502045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1502076.750000 Penalty: 4721.059570
	Iteration 29Q: 3 clusters Score -1502077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1502103.375000 Penalty: 4721.059570
	Iteration 30Q: 3 clusters Score -1502103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1502135.500000 Penalty: 4721.059570
	Iteration 31Q: 3 clusters Score -1502136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1502162.750000 Penalty: 4721.059570
	Iteration 32Q: 3 clusters Score -1502163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1502179.500000 Penalty: 4721.059570
	Iteration 33Q: 3 clusters Score -1502180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1502180.000000 Penalty: 4721.059570
	Iteration 34Q: 3 clusters Score -1502180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1502180.750000 Penalty: 4721.059570
	Iteration 35Q: 3 clusters Score -1502181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1502182.250000 Penalty: 4721.059570
	Iteration 36Q: 3 clusters Score -1502182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1502183.000000 Penalty: 4721.059570
	Iteration 37Q: 3 clusters Score -1502183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1502186.375000 Penalty: 4721.059570
	Iteration 38Q: 3 clusters Score -1502186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1502184.750000 Penalty: 4721.059570
	Iteration 39Q: 3 clusters Score -1502185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1502184.750000 Penalty: 4721.059570
	Iteration 40F: 3 clusters Score -1502185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -67400.648438 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -67400.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65743.804688 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -65743.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66032.242188 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -66032.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66166.320312 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -66166.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66240.523438 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -66240.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66329.656250 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -66329.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66414.007812 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -66414.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66536.945312 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -66536.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66602.265625 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -66602.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66732.773438 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -66732.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66850.101562 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -66850.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66902.031250 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -66902.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66932.695312 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -66932.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66957.023438 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -66957.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66990.429688 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -66990.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67010.140625 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -67010.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67013.476562 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -67013.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67015.414062 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -67015.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67016.609375 Penalty: 3247.205566
	Iteration 17F: 3 clusters Score -67016.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67020.710938 Penalty: 3247.205566
	Iteration 18Q: 3 clusters Score -67020.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67029.875000 Penalty: 3247.205566
	Iteration 19Q: 3 clusters Score -67029.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67040.085938 Penalty: 3247.205566
	Iteration 20F: 3 clusters Score -67040.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67052.492188 Penalty: 3247.205566
	Iteration 21Q: 3 clusters Score -67052.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67056.281250 Penalty: 3247.205566
	Iteration 22Q: 3 clusters Score -67056.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67059.046875 Penalty: 3247.205566
	Iteration 23Q: 3 clusters Score -67059.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67065.976562 Penalty: 3247.205566
	Iteration 24Q: 3 clusters Score -67065.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67077.304688 Penalty: 3247.205566
	Iteration 25Q: 3 clusters Score -67077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67104.289062 Penalty: 3247.205566
	Iteration 26Q: 3 clusters Score -67104.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67162.250000 Penalty: 3247.205566
	Iteration 27Q: 3 clusters Score -67162.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67231.492188 Penalty: 3247.205566
	Iteration 28Q: 3 clusters Score -67231.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67286.914062 Penalty: 3247.205566
	Iteration 29Q: 3 clusters Score -67286.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67321.734375 Penalty: 3247.205566
	Iteration 30Q: 3 clusters Score -67321.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67346.078125 Penalty: 3247.205566
	Iteration 31Q: 3 clusters Score -67346.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67368.125000 Penalty: 3247.205566
	Iteration 32Q: 3 clusters Score -67368.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67374.117188 Penalty: 3247.205566
	Iteration 33Q: 3 clusters Score -67374.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67374.117188 Penalty: 3247.205566
	Iteration 34F: 3 clusters Score -67374.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Entering Unmasked Estep 
Score: -4515964.000000 Penalty: 2626.529053
	Iteration 0F: 2 clusters Score -4515964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4489343.000000 Penalty: 5253.058105
	Iteration 0F: 3 clusters Score -4489343 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4498856.500000 Penalty: 5253.058105
	Iteration 1F: 3 clusters Score -4498856 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4499389.000000 Penalty: 5253.058105
	Iteration 2Q: 3 clusters Score -4499389 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4500008.500000 Penalty: 5253.058105
	Iteration 3Q: 3 clusters Score -4500008 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4500830.500000 Penalty: 5253.058105
	Iteration 4Q: 3 clusters Score -4500830 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4502106.000000 Penalty: 5253.058105
	Iteration 5F: 3 clusters Score -4502106 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4503885.000000 Penalty: 5253.058105
	Iteration 6F: 3 clusters Score -4503885 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -4506404.000000 Penalty: 5253.058105
	Iteration 7F: 3 clusters Score -4506404 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4509181.500000 Penalty: 5253.058105
	Iteration 8F: 3 clusters Score -4509182 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4511269.000000 Penalty: 5253.058105
	Iteration 9F: 3 clusters Score -4511269 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4512543.500000 Penalty: 5253.058105
	Iteration 10Q: 3 clusters Score -4512544 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4513134.500000 Penalty: 5253.058105
	Iteration 11Q: 3 clusters Score -4513134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4513388.500000 Penalty: 5253.058105
	Iteration 12Q: 3 clusters Score -4513388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -4513540.500000 Penalty: 5253.058105
	Iteration 13Q: 3 clusters Score -4513540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4513594.500000 Penalty: 5253.058105
	Iteration 14Q: 3 clusters Score -4513594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4513635.500000 Penalty: 5253.058105
	Iteration 15Q: 3 clusters Score -4513636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -4513672.500000 Penalty: 5253.058105
	Iteration 16Q: 3 clusters Score -4513672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4513710.000000 Penalty: 5253.058105
	Iteration 17Q: 3 clusters Score -4513710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -4513731.500000 Penalty: 5253.058105
	Iteration 18Q: 3 clusters Score -4513732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4513748.500000 Penalty: 5253.058105
	Iteration 19Q: 3 clusters Score -4513748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -4513761.500000 Penalty: 5253.058105
	Iteration 20F: 3 clusters Score -4513762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -4513769.000000 Penalty: 5253.058105
	Iteration 21Q: 3 clusters Score -4513769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4513776.000000 Penalty: 5253.058105
	Iteration 22Q: 3 clusters Score -4513776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -4513776.000000 Penalty: 5253.058105
	Iteration 23Q: 3 clusters Score -4513776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -4513776.000000 Penalty: 5253.058105
	Iteration 24F: 3 clusters Score -4513776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Entering Unmasked Estep 
Score: -6991094.000000 Penalty: 2739.658447
	Iteration 0F: 2 clusters Score -6991094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -6949177.000000 Penalty: 5479.316895
	Iteration 0F: 3 clusters Score -6949177 nChanged 29123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -6965338.500000 Penalty: 5479.316895
	Iteration 1F: 3 clusters Score -6965338 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6965836.000000 Penalty: 5479.316895
	Iteration 2Q: 3 clusters Score -6965836 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6966332.500000 Penalty: 5479.316895
	Iteration 3Q: 3 clusters Score -6966332 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6966934.000000 Penalty: 5479.316895
	Iteration 4Q: 3 clusters Score -6966934 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -6967552.500000 Penalty: 5479.316895
	Iteration 5Q: 3 clusters Score -6967552 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -6968310.000000 Penalty: 5479.316895
	Iteration 6Q: 3 clusters Score -6968310 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -6969281.000000 Penalty: 5479.316895
	Iteration 7Q: 3 clusters Score -6969281 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -6970304.000000 Penalty: 5479.316895
	Iteration 8Q: 3 clusters Score -6970304 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -6971577.000000 Penalty: 5479.316895
	Iteration 9Q: 3 clusters Score -6971577 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -6973033.500000 Penalty: 5479.316895
	Iteration 10Q: 3 clusters Score -6973034 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -6974382.000000 Penalty: 5479.316895
	Iteration 11Q: 3 clusters Score -6974382 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6975461.500000 Penalty: 5479.316895
	Iteration 12Q: 3 clusters Score -6975462 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -6976346.500000 Penalty: 5479.316895
	Iteration 13Q: 3 clusters Score -6976346 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -6977051.500000 Penalty: 5479.316895
	Iteration 14Q: 3 clusters Score -6977052 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -6977795.500000 Penalty: 5479.316895
	Iteration 15Q: 3 clusters Score -6977796 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -6978813.000000 Penalty: 5479.316895
	Iteration 16Q: 3 clusters Score -6978813 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -6980288.000000 Penalty: 5479.316895
	Iteration 17Q: 3 clusters Score -6980288 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6982459.000000 Penalty: 5479.316895
	Iteration 18Q: 3 clusters Score -6982459 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -6985238.500000 Penalty: 5479.316895
	Iteration 19Q: 3 clusters Score -6985238 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6986875.500000 Penalty: 5479.316895
	Iteration 20F: 3 clusters Score -6986876 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -6987405.000000 Penalty: 5479.316895
	Iteration 21Q: 3 clusters Score -6987405 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6987765.500000 Penalty: 5479.316895
	Iteration 22Q: 3 clusters Score -6987766 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6987981.000000 Penalty: 5479.316895
	Iteration 23Q: 3 clusters Score -6987981 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6988147.500000 Penalty: 5479.316895
	Iteration 24Q: 3 clusters Score -6988148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6988274.000000 Penalty: 5479.316895
	Iteration 25Q: 3 clusters Score -6988274 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6988385.000000 Penalty: 5479.316895
	Iteration 26Q: 3 clusters Score -6988385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6988464.000000 Penalty: 5479.316895
	Iteration 27Q: 3 clusters Score -6988464 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6988518.000000 Penalty: 5479.316895
	Iteration 28Q: 3 clusters Score -6988518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6988588.500000 Penalty: 5479.316895
	Iteration 29Q: 3 clusters Score -6988588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6988614.000000 Penalty: 5479.316895
	Iteration 30Q: 3 clusters Score -6988614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6988646.500000 Penalty: 5479.316895
	Iteration 31Q: 3 clusters Score -6988646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6988675.500000 Penalty: 5479.316895
	Iteration 32Q: 3 clusters Score -6988676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6988706.500000 Penalty: 5479.316895
	Iteration 33Q: 3 clusters Score -6988706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6988711.500000 Penalty: 5479.316895
	Iteration 34Q: 3 clusters Score -6988712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6988745.500000 Penalty: 5479.316895
	Iteration 35Q: 3 clusters Score -6988746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6988767.000000 Penalty: 5479.316895
	Iteration 36Q: 3 clusters Score -6988767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6988783.000000 Penalty: 5479.316895
	Iteration 37Q: 3 clusters Score -6988783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6988803.000000 Penalty: 5479.316895
	Iteration 38Q: 3 clusters Score -6988803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6988805.500000 Penalty: 5479.316895
	Iteration 39Q: 3 clusters Score -6988806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6988803.000000 Penalty: 5479.316895
	Iteration 40F: 3 clusters Score -6988803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6988821.000000 Penalty: 5479.316895
	Iteration 41Q: 3 clusters Score -6988821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6988819.500000 Penalty: 5479.316895
	Iteration 42Q: 3 clusters Score -6988820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6988822.500000 Penalty: 5479.316895
	Iteration 43Q: 3 clusters Score -6988822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6988832.000000 Penalty: 5479.316895
	Iteration 44Q: 3 clusters Score -6988832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6988836.500000 Penalty: 5479.316895
	Iteration 45Q: 3 clusters Score -6988836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6988840.000000 Penalty: 5479.316895
	Iteration 46Q: 3 clusters Score -6988840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6988841.500000 Penalty: 5479.316895
	Iteration 47Q: 3 clusters Score -6988842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6988831.500000 Penalty: 5479.316895
	Iteration 48Q: 3 clusters Score -6988832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6988841.000000 Penalty: 5479.316895
	Iteration 49Q: 3 clusters Score -6988841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6988838.000000 Penalty: 5479.316895
	Iteration 50Q: 3 clusters Score -6988838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6988841.500000 Penalty: 5479.316895
	Iteration 51Q: 3 clusters Score -6988842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6988836.000000 Penalty: 5479.316895
	Iteration 52Q: 3 clusters Score -6988836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6988833.000000 Penalty: 5479.316895
	Iteration 53Q: 3 clusters Score -6988833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6988833.000000 Penalty: 5479.316895
	Iteration 54F: 3 clusters Score -6988833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -1936929.625000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -1936930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1924752.500000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -1924752 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1928742.875000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -1928743 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1929106.250000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -1929106 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1929407.000000 Penalty: 4826.299805
	Iteration 3Q: 3 clusters Score -1929407 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1929660.125000 Penalty: 4826.299805
	Iteration 4Q: 3 clusters Score -1929660 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1929862.125000 Penalty: 4826.299805
	Iteration 5Q: 3 clusters Score -1929862 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1930044.125000 Penalty: 4826.299805
	Iteration 6Q: 3 clusters Score -1930044 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1930210.625000 Penalty: 4826.299805
	Iteration 7Q: 3 clusters Score -1930211 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1930371.625000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -1930372 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1930512.625000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -1930513 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1930677.000000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -1930677 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1930891.625000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -1930892 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1931175.375000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -1931175 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1931564.750000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -1931565 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1932097.500000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -1932098 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1932703.750000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -1932704 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1933299.500000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -1933300 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1933813.125000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -1933813 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1934198.250000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -1934198 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1934507.750000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -1934508 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1934673.750000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -1934674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1934756.750000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -1934757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1934807.625000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -1934808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1934852.000000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -1934852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1934884.875000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -1934885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1934901.125000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -1934901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1934916.875000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -1934917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1934938.500000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -1934938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1934944.750000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -1934945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1934956.000000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -1934956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1934959.625000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -1934960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1934972.875000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -1934973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1934983.500000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -1934984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1934986.875000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -1934987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1934989.000000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -1934989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1934993.000000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -1934993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1934996.500000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -1934996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1934996.000000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -1934996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1935003.000000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -1935003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1935006.625000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -1935007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1935008.875000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -1935009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1935011.000000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -1935011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1935014.375000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -1935014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1935015.125000 Penalty: 4826.299805
	Iteration 43Q: 3 clusters Score -1935015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1935017.000000 Penalty: 4826.299805
	Iteration 44Q: 3 clusters Score -1935017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1935021.375000 Penalty: 4826.299805
	Iteration 45Q: 3 clusters Score -1935021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1935024.500000 Penalty: 4826.299805
	Iteration 46Q: 3 clusters Score -1935024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1935023.250000 Penalty: 4826.299805
	Iteration 47Q: 3 clusters Score -1935023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1935024.875000 Penalty: 4826.299805
	Iteration 48Q: 3 clusters Score -1935025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1935024.875000 Penalty: 4826.299805
	Iteration 49Q: 3 clusters Score -1935025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1935027.500000 Penalty: 4826.299805
	Iteration 50Q: 3 clusters Score -1935028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1935025.500000 Penalty: 4826.299805
	Iteration 51Q: 3 clusters Score -1935026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1935030.250000 Penalty: 4826.299805
	Iteration 52Q: 3 clusters Score -1935030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1935032.125000 Penalty: 4826.299805
	Iteration 53Q: 3 clusters Score -1935032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1935034.750000 Penalty: 4826.299805
	Iteration 54Q: 3 clusters Score -1935035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1935041.375000 Penalty: 4826.299805
	Iteration 55Q: 3 clusters Score -1935041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1935041.500000 Penalty: 4826.299805
	Iteration 56Q: 3 clusters Score -1935042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1935047.125000 Penalty: 4826.299805
	Iteration 57Q: 3 clusters Score -1935047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1935048.125000 Penalty: 4826.299805
	Iteration 58Q: 3 clusters Score -1935048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1935049.625000 Penalty: 4826.299805
	Iteration 59Q: 3 clusters Score -1935050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1935054.750000 Penalty: 4826.299805
	Iteration 60F: 3 clusters Score -1935055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1935059.375000 Penalty: 4826.299805
	Iteration 61Q: 3 clusters Score -1935059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1935063.875000 Penalty: 4826.299805
	Iteration 62Q: 3 clusters Score -1935064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1935065.125000 Penalty: 4826.299805
	Iteration 63Q: 3 clusters Score -1935065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1935066.250000 Penalty: 4826.299805
	Iteration 64Q: 3 clusters Score -1935066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1935064.875000 Penalty: 4826.299805
	Iteration 65Q: 3 clusters Score -1935065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1935066.875000 Penalty: 4826.299805
	Iteration 66Q: 3 clusters Score -1935067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1935066.875000 Penalty: 4826.299805
	Iteration 67F: 3 clusters Score -1935067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -221095.593750 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -221095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -218489.000000 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -218489 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218962.484375 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -218962.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -219084.718750 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -219084.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219129.203125 Penalty: 3762.299316
	Iteration 3Q: 3 clusters Score -219129.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219157.000000 Penalty: 3762.299316
	Iteration 4Q: 3 clusters Score -219157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219183.281250 Penalty: 3762.299316
	Iteration 5Q: 3 clusters Score -219183.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -219208.750000 Penalty: 3762.299316
	Iteration 6Q: 3 clusters Score -219208.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -219227.734375 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -219227.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219241.203125 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -219241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -219249.187500 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -219249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219257.562500 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -219257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219259.171875 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -219259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -219260.625000 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -219260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219261.234375 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -219261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -219261.828125 Penalty: 3762.299316
	Iteration 14Q: 3 clusters Score -219261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -219263.046875 Penalty: 3762.299316
	Iteration 15Q: 3 clusters Score -219263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -219264.406250 Penalty: 3762.299316
	Iteration 16Q: 3 clusters Score -219264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219265.750000 Penalty: 3762.299316
	Iteration 17Q: 3 clusters Score -219265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -219266.359375 Penalty: 3762.299316
	Iteration 18Q: 3 clusters Score -219266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219267.406250 Penalty: 3762.299316
	Iteration 19Q: 3 clusters Score -219267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -219267.953125 Penalty: 3762.299316
	Iteration 20F: 3 clusters Score -219268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -159491.343750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -159491.3 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 797 members 
Entering Unmasked Estep 
Score: -157145.250000 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -157145.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157548.281250 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -157548.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157664.625000 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -157664.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157710.562500 Penalty: 3649.031494
	Iteration 3Q: 3 clusters Score -157710.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157737.031250 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -157737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157756.109375 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -157756.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157768.875000 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -157768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157776.921875 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -157776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157784.625000 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -157784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157788.265625 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -157788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -157794.937500 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -157794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157797.640625 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -157797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157799.687500 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -157799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157800.468750 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -157800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157800.468750 Penalty: 3649.031494
	Iteration 14F: 3 clusters Score -157800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (343085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343085 members 
Entering Unmasked Estep 
Score: -38609360.000000 Penalty: 3160.941895
	Iteration 0F: 2 clusters Score -3.860936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172124 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -38411268.000000 Penalty: 6321.883789
	Iteration 0F: 3 clusters Score -3.841127e+07 nChanged 166823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 158068 members 
Entering Unmasked Estep 
Score: -38511284.000000 Penalty: 6321.883789
	Iteration 1F: 3 clusters Score -3.851128e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192698 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -38514140.000000 Penalty: 6321.883789
	Iteration 2Q: 3 clusters Score -3.851414e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204667 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -38519452.000000 Penalty: 6321.883789
	Iteration 3Q: 3 clusters Score -3.851945e+07 nChanged 19653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222860 members 
Mstep: Class 2 contains 120225 members 
Entering Unmasked Estep 
Score: -38530108.000000 Penalty: 6321.883789
	Iteration 4F: 3 clusters Score -3.853011e+07 nChanged 26091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248087 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -38549016.000000 Penalty: 6321.883789
	Iteration 5F: 3 clusters Score -3.854902e+07 nChanged 30812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278545 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -38576592.000000 Penalty: 6321.883789
	Iteration 6F: 3 clusters Score -3.857659e+07 nChanged 28491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306922 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -38595396.000000 Penalty: 6321.883789
	Iteration 7F: 3 clusters Score -3.85954e+07 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323803 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -38603740.000000 Penalty: 6321.883789
	Iteration 8Q: 3 clusters Score -3.860374e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331465 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -38608340.000000 Penalty: 6321.883789
	Iteration 9Q: 3 clusters Score -3.860834e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334473 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -38610496.000000 Penalty: 6321.883789
	Iteration 10Q: 3 clusters Score -3.86105e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335695 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -38611752.000000 Penalty: 6321.883789
	Iteration 11Q: 3 clusters Score -3.861175e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336311 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -38612432.000000 Penalty: 6321.883789
	Iteration 12Q: 3 clusters Score -3.861243e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336706 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -38612824.000000 Penalty: 6321.883789
	Iteration 13Q: 3 clusters Score -3.861282e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336945 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -38613092.000000 Penalty: 6321.883789
	Iteration 14Q: 3 clusters Score -3.861309e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337117 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -38613248.000000 Penalty: 6321.883789
	Iteration 15Q: 3 clusters Score -3.861325e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337241 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -38613360.000000 Penalty: 6321.883789
	Iteration 16Q: 3 clusters Score -3.861336e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337314 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -38613444.000000 Penalty: 6321.883789
	Iteration 17Q: 3 clusters Score -3.861344e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337366 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -38613412.000000 Penalty: 6321.883789
	Iteration 18Q: 3 clusters Score -3.861341e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337403 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -38613508.000000 Penalty: 6321.883789
	Iteration 19Q: 3 clusters Score -3.861351e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337419 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -38613504.000000 Penalty: 6321.883789
	Iteration 20F: 3 clusters Score -3.86135e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337407 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -38613524.000000 Penalty: 6321.883789
	Iteration 21Q: 3 clusters Score -3.861352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337399 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -38613540.000000 Penalty: 6321.883789
	Iteration 22Q: 3 clusters Score -3.861354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337401 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -38613536.000000 Penalty: 6321.883789
	Iteration 23Q: 3 clusters Score -3.861354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337409 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -38613580.000000 Penalty: 6321.883789
	Iteration 24Q: 3 clusters Score -3.861358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337415 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -38613572.000000 Penalty: 6321.883789
	Iteration 25Q: 3 clusters Score -3.861357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337424 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -38613548.000000 Penalty: 6321.883789
	Iteration 26Q: 3 clusters Score -3.861355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337435 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -38613532.000000 Penalty: 6321.883789
	Iteration 27Q: 3 clusters Score -3.861353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337443 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -38613556.000000 Penalty: 6321.883789
	Iteration 28Q: 3 clusters Score -3.861356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337446 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -38613544.000000 Penalty: 6321.883789
	Iteration 29Q: 3 clusters Score -3.861354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337445 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -38613548.000000 Penalty: 6321.883789
	Iteration 30Q: 3 clusters Score -3.861355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337450 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -38613548.000000 Penalty: 6321.883789
	Iteration 31Q: 3 clusters Score -3.861355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337451 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -38613552.000000 Penalty: 6321.883789
	Iteration 32Q: 3 clusters Score -3.861355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337451 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -38613568.000000 Penalty: 6321.883789
	Iteration 33Q: 3 clusters Score -3.861357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337453 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -38613552.000000 Penalty: 6321.883789
	Iteration 34Q: 3 clusters Score -3.861355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337453 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -38613552.000000 Penalty: 6321.883789
	Iteration 35Q: 3 clusters Score -3.861355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337454 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -38613552.000000 Penalty: 6321.883789
	Iteration 36Q: 3 clusters Score -3.861355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337459 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -38613564.000000 Penalty: 6321.883789
	Iteration 37Q: 3 clusters Score -3.861356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337459 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -38613576.000000 Penalty: 6321.883789
	Iteration 38Q: 3 clusters Score -3.861358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337459 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -38613576.000000 Penalty: 6321.883789
	Iteration 39F: 3 clusters Score -3.861358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105681 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 62756 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 337459 members 
Mstep: Class 23 contains 21317 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30942 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 5626 members 
Entering Unmasked Estep 
Score: -110925048.000000 Penalty: 157755.078125
Splitting cluster 22 changes total score from -110921872.000000 to -110925048.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 23 (21317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Entering Unmasked Estep 
Score: -2375069.500000 Penalty: 2471.880615
	Iteration 0F: 2 clusters Score -2375070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2360205.500000 Penalty: 4943.761230
	Iteration 0F: 3 clusters Score -2360206 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2365122.000000 Penalty: 4943.761230
	Iteration 1F: 3 clusters Score -2365122 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2365551.000000 Penalty: 4943.761230
	Iteration 2F: 3 clusters Score -2365551 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2365914.250000 Penalty: 4943.761230
	Iteration 3Q: 3 clusters Score -2365914 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2366248.250000 Penalty: 4943.761230
	Iteration 4Q: 3 clusters Score -2366248 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2366561.000000 Penalty: 4943.761230
	Iteration 5Q: 3 clusters Score -2366561 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2366834.000000 Penalty: 4943.761230
	Iteration 6Q: 3 clusters Score -2366834 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2367093.500000 Penalty: 4943.761230
	Iteration 7Q: 3 clusters Score -2367094 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2367343.500000 Penalty: 4943.761230
	Iteration 8Q: 3 clusters Score -2367344 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2367576.000000 Penalty: 4943.761230
	Iteration 9Q: 3 clusters Score -2367576 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2367837.750000 Penalty: 4943.761230
	Iteration 10Q: 3 clusters Score -2367838 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2368125.000000 Penalty: 4943.761230
	Iteration 11Q: 3 clusters Score -2368125 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2368399.250000 Penalty: 4943.761230
	Iteration 12Q: 3 clusters Score -2368399 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2368713.750000 Penalty: 4943.761230
	Iteration 13Q: 3 clusters Score -2368714 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2369028.000000 Penalty: 4943.761230
	Iteration 14Q: 3 clusters Score -2369028 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2369308.250000 Penalty: 4943.761230
	Iteration 15Q: 3 clusters Score -2369308 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2369564.500000 Penalty: 4943.761230
	Iteration 16Q: 3 clusters Score -2369564 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2369776.250000 Penalty: 4943.761230
	Iteration 17Q: 3 clusters Score -2369776 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2369944.500000 Penalty: 4943.761230
	Iteration 18Q: 3 clusters Score -2369944 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2370063.250000 Penalty: 4943.761230
	Iteration 19Q: 3 clusters Score -2370063 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2370172.750000 Penalty: 4943.761230
	Iteration 20F: 3 clusters Score -2370173 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2370268.500000 Penalty: 4943.761230
	Iteration 21Q: 3 clusters Score -2370268 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2370366.250000 Penalty: 4943.761230
	Iteration 22Q: 3 clusters Score -2370366 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2370465.000000 Penalty: 4943.761230
	Iteration 23Q: 3 clusters Score -2370465 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2370551.000000 Penalty: 4943.761230
	Iteration 24Q: 3 clusters Score -2370551 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2370619.000000 Penalty: 4943.761230
	Iteration 25Q: 3 clusters Score -2370619 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2370685.500000 Penalty: 4943.761230
	Iteration 26Q: 3 clusters Score -2370686 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2370735.500000 Penalty: 4943.761230
	Iteration 27Q: 3 clusters Score -2370736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2370789.750000 Penalty: 4943.761230
	Iteration 28Q: 3 clusters Score -2370790 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2370854.000000 Penalty: 4943.761230
	Iteration 29Q: 3 clusters Score -2370854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2370904.250000 Penalty: 4943.761230
	Iteration 30Q: 3 clusters Score -2370904 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2370973.750000 Penalty: 4943.761230
	Iteration 31Q: 3 clusters Score -2370974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2371011.500000 Penalty: 4943.761230
	Iteration 32Q: 3 clusters Score -2371012 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2371052.500000 Penalty: 4943.761230
	Iteration 33Q: 3 clusters Score -2371052 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2371123.250000 Penalty: 4943.761230
	Iteration 34Q: 3 clusters Score -2371123 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2371162.000000 Penalty: 4943.761230
	Iteration 35Q: 3 clusters Score -2371162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2371226.500000 Penalty: 4943.761230
	Iteration 36Q: 3 clusters Score -2371226 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2371277.500000 Penalty: 4943.761230
	Iteration 37Q: 3 clusters Score -2371278 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2371336.250000 Penalty: 4943.761230
	Iteration 38Q: 3 clusters Score -2371336 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2371383.250000 Penalty: 4943.761230
	Iteration 39Q: 3 clusters Score -2371383 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2371427.000000 Penalty: 4943.761230
	Iteration 40F: 3 clusters Score -2371427 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2371473 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2371520.750000 Penalty: 4943.761230
	Iteration 42Q: 3 clusters Score -2371521 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2371548.250000 Penalty: 4943.761230
	Iteration 43Q: 3 clusters Score -2371548 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2371597.000000 Penalty: 4943.761230
	Iteration 44Q: 3 clusters Score -2371597 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2371636.500000 Penalty: 4943.761230
	Iteration 45Q: 3 clusters Score -2371636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2371685.500000 Penalty: 4943.761230
	Iteration 46Q: 3 clusters Score -2371686 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2371748.500000 Penalty: 4943.761230
	Iteration 47Q: 3 clusters Score -2371748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2371813.750000 Penalty: 4943.761230
	Iteration 48Q: 3 clusters Score -2371814 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2371869.500000 Penalty: 4943.761230
	Iteration 49Q: 3 clusters Score -2371870 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2371938.250000 Penalty: 4943.761230
	Iteration 50Q: 3 clusters Score -2371938 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2372013.750000 Penalty: 4943.761230
	Iteration 51Q: 3 clusters Score -2372014 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2372062.250000 Penalty: 4943.761230
	Iteration 52Q: 3 clusters Score -2372062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2372111.750000 Penalty: 4943.761230
	Iteration 53Q: 3 clusters Score -2372112 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2372145.500000 Penalty: 4943.761230
	Iteration 54Q: 3 clusters Score -2372146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2372197.500000 Penalty: 4943.761230
	Iteration 55Q: 3 clusters Score -2372198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2372234.250000 Penalty: 4943.761230
	Iteration 56Q: 3 clusters Score -2372234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2372279.750000 Penalty: 4943.761230
	Iteration 57Q: 3 clusters Score -2372280 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2372328.500000 Penalty: 4943.761230
	Iteration 58Q: 3 clusters Score -2372328 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2372358.500000 Penalty: 4943.761230
	Iteration 59Q: 3 clusters Score -2372358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2372381.500000 Penalty: 4943.761230
	Iteration 60F: 3 clusters Score -2372382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2372416.250000 Penalty: 4943.761230
	Iteration 61Q: 3 clusters Score -2372416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2372448.500000 Penalty: 4943.761230
	Iteration 62Q: 3 clusters Score -2372448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2372456.750000 Penalty: 4943.761230
	Iteration 63Q: 3 clusters Score -2372457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2372461.250000 Penalty: 4943.761230
	Iteration 64Q: 3 clusters Score -2372461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2372481.000000 Penalty: 4943.761230
	Iteration 65Q: 3 clusters Score -2372481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2372483.000000 Penalty: 4943.761230
	Iteration 66Q: 3 clusters Score -2372483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2372500.500000 Penalty: 4943.761230
	Iteration 67Q: 3 clusters Score -2372500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2372510.500000 Penalty: 4943.761230
	Iteration 68Q: 3 clusters Score -2372510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2372513.000000 Penalty: 4943.761230
	Iteration 69Q: 3 clusters Score -2372513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2372533.750000 Penalty: 4943.761230
	Iteration 70Q: 3 clusters Score -2372534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2372544.500000 Penalty: 4943.761230
	Iteration 71Q: 3 clusters Score -2372544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2372556.250000 Penalty: 4943.761230
	Iteration 72Q: 3 clusters Score -2372556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2372568.500000 Penalty: 4943.761230
	Iteration 73Q: 3 clusters Score -2372568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2372575.500000 Penalty: 4943.761230
	Iteration 74Q: 3 clusters Score -2372576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2372584.750000 Penalty: 4943.761230
	Iteration 75Q: 3 clusters Score -2372585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2372591.250000 Penalty: 4943.761230
	Iteration 76Q: 3 clusters Score -2372591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2372594.500000 Penalty: 4943.761230
	Iteration 77Q: 3 clusters Score -2372594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2372603.250000 Penalty: 4943.761230
	Iteration 78Q: 3 clusters Score -2372603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2372606.250000 Penalty: 4943.761230
	Iteration 79Q: 3 clusters Score -2372606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2372610.500000 Penalty: 4943.761230
	Iteration 80F: 3 clusters Score -2372610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2372611.250000 Penalty: 4943.761230
	Iteration 81Q: 3 clusters Score -2372611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2372610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2372622.000000 Penalty: 4943.761230
	Iteration 83Q: 3 clusters Score -2372622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2372623.750000 Penalty: 4943.761230
	Iteration 84Q: 3 clusters Score -2372624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2372630.250000 Penalty: 4943.761230
	Iteration 85Q: 3 clusters Score -2372630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2372632.000000 Penalty: 4943.761230
	Iteration 86Q: 3 clusters Score -2372632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2372640.500000 Penalty: 4943.761230
	Iteration 87Q: 3 clusters Score -2372640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2372647.250000 Penalty: 4943.761230
	Iteration 88Q: 3 clusters Score -2372647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2372654.250000 Penalty: 4943.761230
	Iteration 89Q: 3 clusters Score -2372654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2372660.000000 Penalty: 4943.761230
	Iteration 90Q: 3 clusters Score -2372660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2372664.500000 Penalty: 4943.761230
	Iteration 91Q: 3 clusters Score -2372664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2372675.000000 Penalty: 4943.761230
	Iteration 92Q: 3 clusters Score -2372675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
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Entering Unmasked Estep 
Score: -2372669.750000 Penalty: 4943.761230
	Iteration 93Q: 3 clusters Score -2372670 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2372686.000000 Penalty: 4943.761230
	Iteration 94Q: 3 clusters Score -2372686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2372699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2372704.500000 Penalty: 4943.761230
	Iteration 96Q: 3 clusters Score -2372704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
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Entering Unmasked Estep 
Score: -2372708.250000 Penalty: 4943.761230
	Iteration 97Q: 3 clusters Score -2372708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2372723.500000 Penalty: 4943.761230
	Iteration 98Q: 3 clusters Score -2372724 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2372725.250000 Penalty: 4943.761230
	Iteration 99Q: 3 clusters Score -2372725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2372733.500000 Penalty: 4943.761230
	Iteration 100F: 3 clusters Score -2372734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2372737.250000 Penalty: 4943.761230
	Iteration 101Q: 3 clusters Score -2372737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2372739.750000 Penalty: 4943.761230
	Iteration 102Q: 3 clusters Score -2372740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2372750.000000 Penalty: 4943.761230
	Iteration 103Q: 3 clusters Score -2372750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2372747.500000 Penalty: 4943.761230
	Iteration 104Q: 3 clusters Score -2372748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2372745.500000 Penalty: 4943.761230
	Iteration 105Q: 3 clusters Score -2372746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2372748.500000 Penalty: 4943.761230
	Iteration 106Q: 3 clusters Score -2372748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2372751.000000 Penalty: 4943.761230
	Iteration 107Q: 3 clusters Score -2372751 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2372759.000000 Penalty: 4943.761230
	Iteration 108Q: 3 clusters Score -2372759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2372763.250000 Penalty: 4943.761230
	Iteration 109Q: 3 clusters Score -2372763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2372768.250000 Penalty: 4943.761230
	Iteration 110Q: 3 clusters Score -2372768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2372770.750000 Penalty: 4943.761230
	Iteration 111Q: 3 clusters Score -2372771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2372779.750000 Penalty: 4943.761230
	Iteration 112Q: 3 clusters Score -2372780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2372784.750000 Penalty: 4943.761230
	Iteration 113Q: 3 clusters Score -2372785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2372781.750000 Penalty: 4943.761230
	Iteration 114Q: 3 clusters Score -2372782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2372787.500000 Penalty: 4943.761230
	Iteration 115Q: 3 clusters Score -2372788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2372791.500000 Penalty: 4943.761230
	Iteration 116Q: 3 clusters Score -2372792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2372794.750000 Penalty: 4943.761230
	Iteration 117Q: 3 clusters Score -2372795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2372801.750000 Penalty: 4943.761230
	Iteration 118Q: 3 clusters Score -2372802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2372810.500000 Penalty: 4943.761230
	Iteration 119Q: 3 clusters Score -2372810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2372815.750000 Penalty: 4943.761230
	Iteration 120F: 3 clusters Score -2372816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2372819.000000 Penalty: 4943.761230
	Iteration 121Q: 3 clusters Score -2372819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2372817.500000 Penalty: 4943.761230
	Iteration 122Q: 3 clusters Score -2372818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2372832.000000 Penalty: 4943.761230
	Iteration 123Q: 3 clusters Score -2372832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2372833.000000 Penalty: 4943.761230
	Iteration 124Q: 3 clusters Score -2372833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2372839.500000 Penalty: 4943.761230
	Iteration 125Q: 3 clusters Score -2372840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2372843.750000 Penalty: 4943.761230
	Iteration 126Q: 3 clusters Score -2372844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2372850.250000 Penalty: 4943.761230
	Iteration 127Q: 3 clusters Score -2372850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2372854.250000 Penalty: 4943.761230
	Iteration 128Q: 3 clusters Score -2372854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2372859.250000 Penalty: 4943.761230
	Iteration 129Q: 3 clusters Score -2372859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2372862.000000 Penalty: 4943.761230
	Iteration 130Q: 3 clusters Score -2372862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2372864.000000 Penalty: 4943.761230
	Iteration 131Q: 3 clusters Score -2372864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2372866.000000 Penalty: 4943.761230
	Iteration 132Q: 3 clusters Score -2372866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2372865.500000 Penalty: 4943.761230
	Iteration 133Q: 3 clusters Score -2372866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2372875.750000 Penalty: 4943.761230
	Iteration 134Q: 3 clusters Score -2372876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2372875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2372884.500000 Penalty: 4943.761230
	Iteration 136Q: 3 clusters Score -2372884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2372900.500000 Penalty: 4943.761230
	Iteration 137Q: 3 clusters Score -2372900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2372910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2372928.750000 Penalty: 4943.761230
	Iteration 139Q: 3 clusters Score -2372929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2372936.500000 Penalty: 4943.761230
	Iteration 140F: 3 clusters Score -2372936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2372950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2372966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2372982.500000 Penalty: 4943.761230
	Iteration 143Q: 3 clusters Score -2372982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2372991.250000 Penalty: 4943.761230
	Iteration 144Q: 3 clusters Score -2372991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2373005.750000 Penalty: 4943.761230
	Iteration 145Q: 3 clusters Score -2373006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2373021.500000 Penalty: 4943.761230
	Iteration 146Q: 3 clusters Score -2373022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2373036.500000 Penalty: 4943.761230
	Iteration 147Q: 3 clusters Score -2373036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2373052.750000 Penalty: 4943.761230
	Iteration 148Q: 3 clusters Score -2373053 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2373058.000000 Penalty: 4943.761230
	Iteration 149Q: 3 clusters Score -2373058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2373076.000000 Penalty: 4943.761230
	Iteration 150Q: 3 clusters Score -2373076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2373083.750000 Penalty: 4943.761230
	Iteration 151Q: 3 clusters Score -2373084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2373094.750000 Penalty: 4943.761230
	Iteration 152Q: 3 clusters Score -2373095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2373109.500000 Penalty: 4943.761230
	Iteration 153Q: 3 clusters Score -2373110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2373127.000000 Penalty: 4943.761230
	Iteration 154Q: 3 clusters Score -2373127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2373143.750000 Penalty: 4943.761230
	Iteration 155Q: 3 clusters Score -2373144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2373150.500000 Penalty: 4943.761230
	Iteration 156Q: 3 clusters Score -2373150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2373170.250000 Penalty: 4943.761230
	Iteration 157Q: 3 clusters Score -2373170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2373194.750000 Penalty: 4943.761230
	Iteration 158Q: 3 clusters Score -2373195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2373214.000000 Penalty: 4943.761230
	Iteration 159Q: 3 clusters Score -2373214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2373230.250000 Penalty: 4943.761230
	Iteration 160F: 3 clusters Score -2373230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2373233.500000 Penalty: 4943.761230
	Iteration 161Q: 3 clusters Score -2373234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2373251.000000 Penalty: 4943.761230
	Iteration 162Q: 3 clusters Score -2373251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2373264.000000 Penalty: 4943.761230
	Iteration 163Q: 3 clusters Score -2373264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2373279.500000 Penalty: 4943.761230
	Iteration 164Q: 3 clusters Score -2373280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2373275.500000 Penalty: 4943.761230
	Iteration 165Q: 3 clusters Score -2373276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2373286.500000 Penalty: 4943.761230
	Iteration 166Q: 3 clusters Score -2373286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2373297.000000 Penalty: 4943.761230
	Iteration 167Q: 3 clusters Score -2373297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2373308.000000 Penalty: 4943.761230
	Iteration 168Q: 3 clusters Score -2373308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2373317.500000 Penalty: 4943.761230
	Iteration 169Q: 3 clusters Score -2373318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2373330.750000 Penalty: 4943.761230
	Iteration 170Q: 3 clusters Score -2373331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2373346.750000 Penalty: 4943.761230
	Iteration 171Q: 3 clusters Score -2373347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2373363.000000 Penalty: 4943.761230
	Iteration 172Q: 3 clusters Score -2373363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2373378.000000 Penalty: 4943.761230
	Iteration 173Q: 3 clusters Score -2373378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2373391.250000 Penalty: 4943.761230
	Iteration 174Q: 3 clusters Score -2373391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2373401.500000 Penalty: 4943.761230
	Iteration 175Q: 3 clusters Score -2373402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2373405.250000 Penalty: 4943.761230
	Iteration 176Q: 3 clusters Score -2373405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2373410.250000 Penalty: 4943.761230
	Iteration 177Q: 3 clusters Score -2373410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2373412.250000 Penalty: 4943.761230
	Iteration 178Q: 3 clusters Score -2373412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2373420.750000 Penalty: 4943.761230
	Iteration 179Q: 3 clusters Score -2373421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2373429.750000 Penalty: 4943.761230
	Iteration 180F: 3 clusters Score -2373430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2373429.500000 Penalty: 4943.761230
	Iteration 181Q: 3 clusters Score -2373430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2373441.250000 Penalty: 4943.761230
	Iteration 182Q: 3 clusters Score -2373441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2373448.500000 Penalty: 4943.761230
	Iteration 183Q: 3 clusters Score -2373448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2373449.000000 Penalty: 4943.761230
	Iteration 184Q: 3 clusters Score -2373449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2373448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2373449.750000 Penalty: 4943.761230
	Iteration 186Q: 3 clusters Score -2373450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2373462.000000 Penalty: 4943.761230
	Iteration 187Q: 3 clusters Score -2373462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2373471.500000 Penalty: 4943.761230
	Iteration 188Q: 3 clusters Score -2373472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2373471.000000 Penalty: 4943.761230
	Iteration 189Q: 3 clusters Score -2373471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2373480.000000 Penalty: 4943.761230
	Iteration 190Q: 3 clusters Score -2373480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2373495.500000 Penalty: 4943.761230
	Iteration 191Q: 3 clusters Score -2373496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2373500.000000 Penalty: 4943.761230
	Iteration 192Q: 3 clusters Score -2373500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2373500.250000 Penalty: 4943.761230
	Iteration 193Q: 3 clusters Score -2373500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2373509.500000 Penalty: 4943.761230
	Iteration 194Q: 3 clusters Score -2373510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2373520.250000 Penalty: 4943.761230
	Iteration 195Q: 3 clusters Score -2373520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2373527.000000 Penalty: 4943.761230
	Iteration 196Q: 3 clusters Score -2373527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2373529.000000 Penalty: 4943.761230
	Iteration 197Q: 3 clusters Score -2373529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2373536.500000 Penalty: 4943.761230
	Iteration 198Q: 3 clusters Score -2373536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2373541.000000 Penalty: 4943.761230
	Iteration 199Q: 3 clusters Score -2373541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2373536.750000 Penalty: 4943.761230
	Iteration 200F: 3 clusters Score -2373537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2373539.500000 Penalty: 4943.761230
	Iteration 201Q: 3 clusters Score -2373540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2373545.750000 Penalty: 4943.761230
	Iteration 202Q: 3 clusters Score -2373546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2373554.250000 Penalty: 4943.761230
	Iteration 203Q: 3 clusters Score -2373554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2373548.000000 Penalty: 4943.761230
	Iteration 204Q: 3 clusters Score -2373548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2373553.500000 Penalty: 4943.761230
	Iteration 205Q: 3 clusters Score -2373554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2373559.500000 Penalty: 4943.761230
	Iteration 206Q: 3 clusters Score -2373560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2373567.750000 Penalty: 4943.761230
	Iteration 207Q: 3 clusters Score -2373568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2373570.000000 Penalty: 4943.761230
	Iteration 208Q: 3 clusters Score -2373570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2373571.750000 Penalty: 4943.761230
	Iteration 209Q: 3 clusters Score -2373572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2373571.000000 Penalty: 4943.761230
	Iteration 210Q: 3 clusters Score -2373571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2373571.750000 Penalty: 4943.761230
	Iteration 211Q: 3 clusters Score -2373572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2373575.750000 Penalty: 4943.761230
	Iteration 212Q: 3 clusters Score -2373576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2373579.000000 Penalty: 4943.761230
	Iteration 213Q: 3 clusters Score -2373579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2373578.500000 Penalty: 4943.761230
	Iteration 214Q: 3 clusters Score -2373578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2373578.750000 Penalty: 4943.761230
	Iteration 215Q: 3 clusters Score -2373579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2373575.500000 Penalty: 4943.761230
	Iteration 216Q: 3 clusters Score -2373576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2373576.000000 Penalty: 4943.761230
	Iteration 217Q: 3 clusters Score -2373576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2373577.250000 Penalty: 4943.761230
	Iteration 218Q: 3 clusters Score -2373577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2373581.000000 Penalty: 4943.761230
	Iteration 219Q: 3 clusters Score -2373581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2373582.500000 Penalty: 4943.761230
	Iteration 220F: 3 clusters Score -2373582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2373578.000000 Penalty: 4943.761230
	Iteration 221Q: 3 clusters Score -2373578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2373579.250000 Penalty: 4943.761230
	Iteration 222Q: 3 clusters Score -2373579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2373582.500000 Penalty: 4943.761230
	Iteration 223Q: 3 clusters Score -2373582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2373585.750000 Penalty: 4943.761230
	Iteration 224Q: 3 clusters Score -2373586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2373583.500000 Penalty: 4943.761230
	Iteration 225Q: 3 clusters Score -2373584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2373580.250000 Penalty: 4943.761230
	Iteration 226Q: 3 clusters Score -2373580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2373580.250000 Penalty: 4943.761230
	Iteration 227F: 3 clusters Score -2373580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Entering Unmasked Estep 
Score: -3415826.750000 Penalty: 2561.206787
	Iteration 0F: 2 clusters Score -3415827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3394884.000000 Penalty: 5122.413574
	Iteration 0F: 3 clusters Score -3394884 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3402616.750000 Penalty: 5122.413574
	Iteration 1F: 3 clusters Score -3402617 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3403207.500000 Penalty: 5122.413574
	Iteration 2Q: 3 clusters Score -3403208 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3403876.500000 Penalty: 5122.413574
	Iteration 3F: 3 clusters Score -3403876 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3404715.000000 Penalty: 5122.413574
	Iteration 4F: 3 clusters Score -3404715 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3405867.250000 Penalty: 5122.413574
	Iteration 5F: 3 clusters Score -3405867 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3407450.750000 Penalty: 5122.413574
	Iteration 6F: 3 clusters Score -3407451 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3409144.250000 Penalty: 5122.413574
	Iteration 7F: 3 clusters Score -3409144 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3410725.000000 Penalty: 5122.413574
	Iteration 8F: 3 clusters Score -3410725 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3411881.000000 Penalty: 5122.413574
	Iteration 9Q: 3 clusters Score -3411881 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3412562.500000 Penalty: 5122.413574
	Iteration 10Q: 3 clusters Score -3412562 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3413007.000000 Penalty: 5122.413574
	Iteration 11Q: 3 clusters Score -3413007 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3413234.750000 Penalty: 5122.413574
	Iteration 12Q: 3 clusters Score -3413235 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3413401.000000 Penalty: 5122.413574
	Iteration 13Q: 3 clusters Score -3413401 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3413512.250000 Penalty: 5122.413574
	Iteration 14Q: 3 clusters Score -3413512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3413551.000000 Penalty: 5122.413574
	Iteration 15Q: 3 clusters Score -3413551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3413598.750000 Penalty: 5122.413574
	Iteration 16Q: 3 clusters Score -3413599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3413624.750000 Penalty: 5122.413574
	Iteration 17Q: 3 clusters Score -3413625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3413649.000000 Penalty: 5122.413574
	Iteration 18Q: 3 clusters Score -3413649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3413665.250000 Penalty: 5122.413574
	Iteration 19Q: 3 clusters Score -3413665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -3413666.750000 Penalty: 5122.413574
	Iteration 20F: 3 clusters Score -3413667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3413673.000000 Penalty: 5122.413574
	Iteration 21Q: 3 clusters Score -3413673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3413680.250000 Penalty: 5122.413574
	Iteration 22Q: 3 clusters Score -3413680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3413679.500000 Penalty: 5122.413574
	Iteration 23Q: 3 clusters Score -3413680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3413684.500000 Penalty: 5122.413574
	Iteration 24Q: 3 clusters Score -3413684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3413682.750000 Penalty: 5122.413574
	Iteration 25Q: 3 clusters Score -3413683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3413685.000000 Penalty: 5122.413574
	Iteration 26Q: 3 clusters Score -3413685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3413684.500000 Penalty: 5122.413574
	Iteration 27Q: 3 clusters Score -3413684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3413684.500000 Penalty: 5122.413574
	Iteration 28F: 3 clusters Score -3413684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -311796.875000 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -311796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -308440.687500 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -308440.7 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309270.125000 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -309270.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -309613.906250 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -309613.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -309834.156250 Penalty: 3996.773438
	Iteration 3F: 3 clusters Score -309834.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -309997.593750 Penalty: 3996.773438
	Iteration 4F: 3 clusters Score -309997.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -310098.406250 Penalty: 3996.773438
	Iteration 5Q: 3 clusters Score -310098.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -310180.375000 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -310180.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -310252.218750 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -310252.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -310325.687500 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -310325.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -310400.812500 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -310400.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -310445.281250 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -310445.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -310476.281250 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -310476.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -310505.250000 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -310505.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -310525.812500 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -310525.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -310540.562500 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -310540.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -310554.968750 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -310555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -310567.531250 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -310567.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -310579.593750 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -310579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -310589.531250 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -310589.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -310597.312500 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -310597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -310600.281250 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -310600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -310600.968750 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -310601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -310601.781250 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -310601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -310602.625000 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -310602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -310603.156250 Penalty: 3996.773438
	Iteration 24Q: 3 clusters Score -310603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -310604.125000 Penalty: 3996.773438
	Iteration 25Q: 3 clusters Score -310604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -310604.125000 Penalty: 3996.773438
	Iteration 26F: 3 clusters Score -310604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -266108.375000 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -266108.4 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 1205 members 
Entering Unmasked Estep 
Score: -263194.343750 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -263194.3 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263763.343750 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -263763.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263922.468750 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -263922.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -264021.625000 Penalty: 3870.301270
	Iteration 3Q: 3 clusters Score -264021.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -264098.750000 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -264098.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -264140.593750 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -264140.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -264172.562500 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -264172.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -264203.843750 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -264203.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -264235.312500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -264235.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -264251.500000 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -264251.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -264261.062500 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -264261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -264273.593750 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -264273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -264281.406250 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -264281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264288.343750 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -264288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -264294.906250 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -264294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264298.812500 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -264298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264300.906250 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -264300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264302.531250 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -264302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264305.000000 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -264305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -264305.343750 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -264305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -264305.343750 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -264305.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -124558.484375 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -124558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122558.906250 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -122558.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122898.921875 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -122898.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -123016.257812 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -123016.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -123065.789062 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -123065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123089.093750 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -123089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -123098.523438 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -123098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -123107.156250 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -123107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123111.546875 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -123111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -123118.375000 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -123118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123123.546875 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -123123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -123128.171875 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -123128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -123135.429688 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -123135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123141.359375 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -123141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -123144.726562 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -123144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123147.234375 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -123147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123151.539062 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -123151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123155.125000 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -123155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -123158.656250 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -123158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123164.656250 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -123164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -123168.851562 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -123168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -123171.187500 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -123171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -123178.859375 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -123178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123185.179688 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -123185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123190.429688 Penalty: 3486.427490
	Iteration 23Q: 3 clusters Score -123190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123193.859375 Penalty: 3486.427490
	Iteration 24Q: 3 clusters Score -123193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -123194.171875 Penalty: 3486.427490
	Iteration 25Q: 3 clusters Score -123194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -123194.171875 Penalty: 3486.427490
	Iteration 26F: 3 clusters Score -123194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Entering Unmasked Estep 
Score: -2153760.750000 Penalty: 2438.839355
	Iteration 0F: 2 clusters Score -2153761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2140610.000000 Penalty: 4877.678711
	Iteration 0F: 3 clusters Score -2140610 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2144953.250000 Penalty: 4877.678711
	Iteration 1F: 3 clusters Score -2144953 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2145441.500000 Penalty: 4877.678711
	Iteration 2F: 3 clusters Score -2145442 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2145840.500000 Penalty: 4877.678711
	Iteration 3F: 3 clusters Score -2145840 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2146267.250000 Penalty: 4877.678711
	Iteration 4Q: 3 clusters Score -2146267 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2146775.500000 Penalty: 4877.678711
	Iteration 5Q: 3 clusters Score -2146776 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2147459.000000 Penalty: 4877.678711
	Iteration 6F: 3 clusters Score -2147459 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2148247.000000 Penalty: 4877.678711
	Iteration 7F: 3 clusters Score -2148247 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2149055.250000 Penalty: 4877.678711
	Iteration 8F: 3 clusters Score -2149055 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2149874.000000 Penalty: 4877.678711
	Iteration 9F: 3 clusters Score -2149874 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2150535.500000 Penalty: 4877.678711
	Iteration 10Q: 3 clusters Score -2150536 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2150993.750000 Penalty: 4877.678711
	Iteration 11Q: 3 clusters Score -2150994 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2151249.000000 Penalty: 4877.678711
	Iteration 12Q: 3 clusters Score -2151249 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2151402.500000 Penalty: 4877.678711
	Iteration 13Q: 3 clusters Score -2151402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2151509.250000 Penalty: 4877.678711
	Iteration 14Q: 3 clusters Score -2151509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2151560.750000 Penalty: 4877.678711
	Iteration 15Q: 3 clusters Score -2151561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2151598.250000 Penalty: 4877.678711
	Iteration 16Q: 3 clusters Score -2151598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2151626.000000 Penalty: 4877.678711
	Iteration 17Q: 3 clusters Score -2151626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2151651.750000 Penalty: 4877.678711
	Iteration 18Q: 3 clusters Score -2151652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2151663.750000 Penalty: 4877.678711
	Iteration 19Q: 3 clusters Score -2151664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2151668.750000 Penalty: 4877.678711
	Iteration 20F: 3 clusters Score -2151669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2151680.000000 Penalty: 4877.678711
	Iteration 21Q: 3 clusters Score -2151680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2151693.500000 Penalty: 4877.678711
	Iteration 22Q: 3 clusters Score -2151694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2151694.250000 Penalty: 4877.678711
	Iteration 23Q: 3 clusters Score -2151694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2151695.000000 Penalty: 4877.678711
	Iteration 24Q: 3 clusters Score -2151695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2151697.250000 Penalty: 4877.678711
	Iteration 25Q: 3 clusters Score -2151697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2151699.000000 Penalty: 4877.678711
	Iteration 26Q: 3 clusters Score -2151699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2151699.000000 Penalty: 4877.678711
	Iteration 27F: 3 clusters Score -2151699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -212009.875000 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -212009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209457.859375 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -209457.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209870.796875 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -209870.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209993.125000 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -209993.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210063.843750 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -210063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210100.812500 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -210100.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210128.578125 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -210128.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210146.109375 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -210146.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210155.843750 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -210155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210159.171875 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -210159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210161.593750 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -210161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210161.984375 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -210162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210161.984375 Penalty: 3737.771973
	Iteration 11F: 3 clusters Score -210162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Entering Unmasked Estep 
Score: -1398296.125000 Penalty: 2355.782227
	Iteration 0F: 2 clusters Score -1398296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1388540.875000 Penalty: 4711.564453
	Iteration 0F: 3 clusters Score -1388541 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1391359.500000 Penalty: 4711.564453
	Iteration 1F: 3 clusters Score -1391360 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1391666.500000 Penalty: 4711.564453
	Iteration 2F: 3 clusters Score -1391666 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1391919.000000 Penalty: 4711.564453
	Iteration 3Q: 3 clusters Score -1391919 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1392163.375000 Penalty: 4711.564453
	Iteration 4Q: 3 clusters Score -1392163 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1392434.375000 Penalty: 4711.564453
	Iteration 5Q: 3 clusters Score -1392434 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1392745.875000 Penalty: 4711.564453
	Iteration 6Q: 3 clusters Score -1392746 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1393107.500000 Penalty: 4711.564453
	Iteration 7Q: 3 clusters Score -1393108 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1393500.500000 Penalty: 4711.564453
	Iteration 8Q: 3 clusters Score -1393500 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1393888.000000 Penalty: 4711.564453
	Iteration 9Q: 3 clusters Score -1393888 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1394273.750000 Penalty: 4711.564453
	Iteration 10Q: 3 clusters Score -1394274 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1394637.125000 Penalty: 4711.564453
	Iteration 11Q: 3 clusters Score -1394637 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1394992.875000 Penalty: 4711.564453
	Iteration 12Q: 3 clusters Score -1394993 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1395306.375000 Penalty: 4711.564453
	Iteration 13Q: 3 clusters Score -1395306 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1395566.500000 Penalty: 4711.564453
	Iteration 14Q: 3 clusters Score -1395566 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1395783.750000 Penalty: 4711.564453
	Iteration 15Q: 3 clusters Score -1395784 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1395980.250000 Penalty: 4711.564453
	Iteration 16Q: 3 clusters Score -1395980 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1396129.375000 Penalty: 4711.564453
	Iteration 17Q: 3 clusters Score -1396129 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1396225.625000 Penalty: 4711.564453
	Iteration 18Q: 3 clusters Score -1396226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1396305.250000 Penalty: 4711.564453
	Iteration 19Q: 3 clusters Score -1396305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1396383.000000 Penalty: 4711.564453
	Iteration 20F: 3 clusters Score -1396383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1396428.500000 Penalty: 4711.564453
	Iteration 21Q: 3 clusters Score -1396428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1396476.875000 Penalty: 4711.564453
	Iteration 22Q: 3 clusters Score -1396477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1396507.750000 Penalty: 4711.564453
	Iteration 23Q: 3 clusters Score -1396508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1396531.750000 Penalty: 4711.564453
	Iteration 24Q: 3 clusters Score -1396532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1396553.250000 Penalty: 4711.564453
	Iteration 25Q: 3 clusters Score -1396553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1396571.375000 Penalty: 4711.564453
	Iteration 26Q: 3 clusters Score -1396571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1396586.000000 Penalty: 4711.564453
	Iteration 27Q: 3 clusters Score -1396586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1396590.500000 Penalty: 4711.564453
	Iteration 28Q: 3 clusters Score -1396590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1396595.125000 Penalty: 4711.564453
	Iteration 29Q: 3 clusters Score -1396595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1396605.375000 Penalty: 4711.564453
	Iteration 30Q: 3 clusters Score -1396605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1396613.500000 Penalty: 4711.564453
	Iteration 31Q: 3 clusters Score -1396614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1396621.625000 Penalty: 4711.564453
	Iteration 32Q: 3 clusters Score -1396622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1396630.125000 Penalty: 4711.564453
	Iteration 33Q: 3 clusters Score -1396630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1396638.000000 Penalty: 4711.564453
	Iteration 34Q: 3 clusters Score -1396638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1396642.000000 Penalty: 4711.564453
	Iteration 35Q: 3 clusters Score -1396642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1396642.625000 Penalty: 4711.564453
	Iteration 36Q: 3 clusters Score -1396643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1396643.750000 Penalty: 4711.564453
	Iteration 37Q: 3 clusters Score -1396644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1396645.250000 Penalty: 4711.564453
	Iteration 38Q: 3 clusters Score -1396645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1396649.000000 Penalty: 4711.564453
	Iteration 39Q: 3 clusters Score -1396649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1396650.750000 Penalty: 4711.564453
	Iteration 40F: 3 clusters Score -1396651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1396650.750000 Penalty: 4711.564453
	Iteration 41Q: 3 clusters Score -1396651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1396652.125000 Penalty: 4711.564453
	Iteration 42Q: 3 clusters Score -1396652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1396652.625000 Penalty: 4711.564453
	Iteration 43Q: 3 clusters Score -1396653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1396652.625000 Penalty: 4711.564453
	Iteration 44Q: 3 clusters Score -1396653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1396657.000000 Penalty: 4711.564453
	Iteration 45Q: 3 clusters Score -1396657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1396654.250000 Penalty: 4711.564453
	Iteration 46Q: 3 clusters Score -1396654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1396655.125000 Penalty: 4711.564453
	Iteration 47Q: 3 clusters Score -1396655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1396655.625000 Penalty: 4711.564453
	Iteration 48Q: 3 clusters Score -1396656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1396658.375000 Penalty: 4711.564453
	Iteration 49Q: 3 clusters Score -1396658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1396660.500000 Penalty: 4711.564453
	Iteration 50Q: 3 clusters Score -1396660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1396660.000000 Penalty: 4711.564453
	Iteration 51Q: 3 clusters Score -1396660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1396661.250000 Penalty: 4711.564453
	Iteration 52Q: 3 clusters Score -1396661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1396663.750000 Penalty: 4711.564453
	Iteration 53Q: 3 clusters Score -1396664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1396664.875000 Penalty: 4711.564453
	Iteration 54Q: 3 clusters Score -1396665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1396665.500000 Penalty: 4711.564453
	Iteration 55Q: 3 clusters Score -1396666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1396665.500000 Penalty: 4711.564453
	Iteration 56Q: 3 clusters Score -1396666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1396665.500000 Penalty: 4711.564453
	Iteration 57F: 3 clusters Score -1396666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Entering Unmasked Estep 
Score: -982712.937500 Penalty: 2243.509277
	Iteration 0F: 2 clusters Score -982712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -975950.625000 Penalty: 4487.018555
	Iteration 0F: 3 clusters Score -975950.6 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -977786.562500 Penalty: 4487.018555
	Iteration 1F: 3 clusters Score -977786.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -978045.312500 Penalty: 4487.018555
	Iteration 2F: 3 clusters Score -978045.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -978220.000000 Penalty: 4487.018555
	Iteration 3Q: 3 clusters Score -978220 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -978365.062500 Penalty: 4487.018555
	Iteration 4Q: 3 clusters Score -978365.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -978485.500000 Penalty: 4487.018555
	Iteration 5Q: 3 clusters Score -978485.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -978593.437500 Penalty: 4487.018555
	Iteration 6Q: 3 clusters Score -978593.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -978695.875000 Penalty: 4487.018555
	Iteration 7Q: 3 clusters Score -978695.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -978789.625000 Penalty: 4487.018555
	Iteration 8Q: 3 clusters Score -978789.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -978908.187500 Penalty: 4487.018555
	Iteration 9Q: 3 clusters Score -978908.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -979053.875000 Penalty: 4487.018555
	Iteration 10Q: 3 clusters Score -979053.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -979215.125000 Penalty: 4487.018555
	Iteration 11Q: 3 clusters Score -979215.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -979406.625000 Penalty: 4487.018555
	Iteration 12Q: 3 clusters Score -979406.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -979634.250000 Penalty: 4487.018555
	Iteration 13Q: 3 clusters Score -979634.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -979845.250000 Penalty: 4487.018555
	Iteration 14Q: 3 clusters Score -979845.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -980032.937500 Penalty: 4487.018555
	Iteration 15Q: 3 clusters Score -980032.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -980181.625000 Penalty: 4487.018555
	Iteration 16Q: 3 clusters Score -980181.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -980317.625000 Penalty: 4487.018555
	Iteration 17Q: 3 clusters Score -980317.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -980416.500000 Penalty: 4487.018555
	Iteration 18Q: 3 clusters Score -980416.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -980477.312500 Penalty: 4487.018555
	Iteration 19Q: 3 clusters Score -980477.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -980518.562500 Penalty: 4487.018555
	Iteration 20F: 3 clusters Score -980518.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -980547.562500 Penalty: 4487.018555
	Iteration 21Q: 3 clusters Score -980547.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -980575.750000 Penalty: 4487.018555
	Iteration 22Q: 3 clusters Score -980575.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -980600.562500 Penalty: 4487.018555
	Iteration 23Q: 3 clusters Score -980600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -980618.062500 Penalty: 4487.018555
	Iteration 24Q: 3 clusters Score -980618.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -980642.125000 Penalty: 4487.018555
	Iteration 25Q: 3 clusters Score -980642.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -980673.250000 Penalty: 4487.018555
	Iteration 26Q: 3 clusters Score -980673.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -980684.437500 Penalty: 4487.018555
	Iteration 27Q: 3 clusters Score -980684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -980695.812500 Penalty: 4487.018555
	Iteration 28Q: 3 clusters Score -980695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -980710.875000 Penalty: 4487.018555
	Iteration 29Q: 3 clusters Score -980710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -980722.687500 Penalty: 4487.018555
	Iteration 30Q: 3 clusters Score -980722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -980733.562500 Penalty: 4487.018555
	Iteration 31Q: 3 clusters Score -980733.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -980744.687500 Penalty: 4487.018555
	Iteration 32Q: 3 clusters Score -980744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -980747.687500 Penalty: 4487.018555
	Iteration 33Q: 3 clusters Score -980747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -980748.812500 Penalty: 4487.018555
	Iteration 34Q: 3 clusters Score -980748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -980751.062500 Penalty: 4487.018555
	Iteration 35Q: 3 clusters Score -980751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -980755.812500 Penalty: 4487.018555
	Iteration 36Q: 3 clusters Score -980755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -980755.687500 Penalty: 4487.018555
	Iteration 37Q: 3 clusters Score -980755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -980756.250000 Penalty: 4487.018555
	Iteration 38Q: 3 clusters Score -980756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -980757.250000 Penalty: 4487.018555
	Iteration 39Q: 3 clusters Score -980757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -980757.187500 Penalty: 4487.018555
	Iteration 40F: 3 clusters Score -980757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -980757.125000 Penalty: 4487.018555
	Iteration 41Q: 3 clusters Score -980757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -980759.250000 Penalty: 4487.018555
	Iteration 42Q: 3 clusters Score -980759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -980765.312500 Penalty: 4487.018555
	Iteration 43Q: 3 clusters Score -980765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -980769.937500 Penalty: 4487.018555
	Iteration 44Q: 3 clusters Score -980769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -980772.437500 Penalty: 4487.018555
	Iteration 45Q: 3 clusters Score -980772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -980772.250000 Penalty: 4487.018555
	Iteration 46Q: 3 clusters Score -980772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -980777.062500 Penalty: 4487.018555
	Iteration 47Q: 3 clusters Score -980777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -980778.562500 Penalty: 4487.018555
	Iteration 48Q: 3 clusters Score -980778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -980782.125000 Penalty: 4487.018555
	Iteration 49Q: 3 clusters Score -980782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -980784.375000 Penalty: 4487.018555
	Iteration 50Q: 3 clusters Score -980784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -980785.875000 Penalty: 4487.018555
	Iteration 51Q: 3 clusters Score -980785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -980785.875000 Penalty: 4487.018555
	Iteration 52F: 3 clusters Score -980785.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -609382.937500 Penalty: 2137.563721
	Iteration 0F: 2 clusters Score -609382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -604535.562500 Penalty: 4275.127441
	Iteration 0F: 3 clusters Score -604535.6 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -605682.187500 Penalty: 4275.127441
	Iteration 1F: 3 clusters Score -605682.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -605923.375000 Penalty: 4275.127441
	Iteration 2F: 3 clusters Score -605923.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -606082.750000 Penalty: 4275.127441
	Iteration 3F: 3 clusters Score -606082.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -606191.250000 Penalty: 4275.127441
	Iteration 4Q: 3 clusters Score -606191.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -606272.687500 Penalty: 4275.127441
	Iteration 5Q: 3 clusters Score -606272.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -606324.562500 Penalty: 4275.127441
	Iteration 6Q: 3 clusters Score -606324.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -606366.375000 Penalty: 4275.127441
	Iteration 7Q: 3 clusters Score -606366.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -606404.437500 Penalty: 4275.127441
	Iteration 8Q: 3 clusters Score -606404.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -606442.187500 Penalty: 4275.127441
	Iteration 9Q: 3 clusters Score -606442.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -606473.437500 Penalty: 4275.127441
	Iteration 10Q: 3 clusters Score -606473.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -606496.250000 Penalty: 4275.127441
	Iteration 11Q: 3 clusters Score -606496.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -606517.687500 Penalty: 4275.127441
	Iteration 12Q: 3 clusters Score -606517.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -606539.375000 Penalty: 4275.127441
	Iteration 13Q: 3 clusters Score -606539.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -606555.062500 Penalty: 4275.127441
	Iteration 14Q: 3 clusters Score -606555.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -606574.250000 Penalty: 4275.127441
	Iteration 15Q: 3 clusters Score -606574.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -606590.375000 Penalty: 4275.127441
	Iteration 16Q: 3 clusters Score -606590.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -606605.750000 Penalty: 4275.127441
	Iteration 17Q: 3 clusters Score -606605.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -606623.812500 Penalty: 4275.127441
	Iteration 18Q: 3 clusters Score -606623.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -606640.375000 Penalty: 4275.127441
	Iteration 19Q: 3 clusters Score -606640.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -606657.812500 Penalty: 4275.127441
	Iteration 20F: 3 clusters Score -606657.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -606672.625000 Penalty: 4275.127441
	Iteration 21Q: 3 clusters Score -606672.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -606688.125000 Penalty: 4275.127441
	Iteration 22Q: 3 clusters Score -606688.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -606700.375000 Penalty: 4275.127441
	Iteration 23Q: 3 clusters Score -606700.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -606715.000000 Penalty: 4275.127441
	Iteration 24Q: 3 clusters Score -606715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -606727.250000 Penalty: 4275.127441
	Iteration 25Q: 3 clusters Score -606727.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -606743.312500 Penalty: 4275.127441
	Iteration 26Q: 3 clusters Score -606743.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -606758.625000 Penalty: 4275.127441
	Iteration 27Q: 3 clusters Score -606758.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -606783.125000 Penalty: 4275.127441
	Iteration 28Q: 3 clusters Score -606783.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -606801.437500 Penalty: 4275.127441
	Iteration 29Q: 3 clusters Score -606801.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -606820.187500 Penalty: 4275.127441
	Iteration 30Q: 3 clusters Score -606820.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -606840.812500 Penalty: 4275.127441
	Iteration 31Q: 3 clusters Score -606840.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -606866.937500 Penalty: 4275.127441
	Iteration 32Q: 3 clusters Score -606866.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -606904.312500 Penalty: 4275.127441
	Iteration 33Q: 3 clusters Score -606904.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -606952.562500 Penalty: 4275.127441
	Iteration 34Q: 3 clusters Score -606952.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -607014.250000 Penalty: 4275.127441
	Iteration 35Q: 3 clusters Score -607014.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -607075.187500 Penalty: 4275.127441
	Iteration 36Q: 3 clusters Score -607075.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -607137.937500 Penalty: 4275.127441
	Iteration 37Q: 3 clusters Score -607137.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -607189.937500 Penalty: 4275.127441
	Iteration 38Q: 3 clusters Score -607189.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -607245.875000 Penalty: 4275.127441
	Iteration 39Q: 3 clusters Score -607245.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -607291.062500 Penalty: 4275.127441
	Iteration 40F: 3 clusters Score -607291.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -607340.750000 Penalty: 4275.127441
	Iteration 41Q: 3 clusters Score -607340.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -607385.750000 Penalty: 4275.127441
	Iteration 42Q: 3 clusters Score -607385.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -607419.062500 Penalty: 4275.127441
	Iteration 43Q: 3 clusters Score -607419.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -607443.687500 Penalty: 4275.127441
	Iteration 44Q: 3 clusters Score -607443.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -607471.125000 Penalty: 4275.127441
	Iteration 45Q: 3 clusters Score -607471.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -607486.687500 Penalty: 4275.127441
	Iteration 46Q: 3 clusters Score -607486.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -607502.062500 Penalty: 4275.127441
	Iteration 47Q: 3 clusters Score -607502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -607512.625000 Penalty: 4275.127441
	Iteration 48Q: 3 clusters Score -607512.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -607523.375000 Penalty: 4275.127441
	Iteration 49Q: 3 clusters Score -607523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -607529.875000 Penalty: 4275.127441
	Iteration 50Q: 3 clusters Score -607529.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -607532.937500 Penalty: 4275.127441
	Iteration 51Q: 3 clusters Score -607532.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -607538.312500 Penalty: 4275.127441
	Iteration 52Q: 3 clusters Score -607538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -607542.437500 Penalty: 4275.127441
	Iteration 53Q: 3 clusters Score -607542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -607544.437500 Penalty: 4275.127441
	Iteration 54Q: 3 clusters Score -607544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -607548.125000 Penalty: 4275.127441
	Iteration 55Q: 3 clusters Score -607548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -607552.437500 Penalty: 4275.127441
	Iteration 56Q: 3 clusters Score -607552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -607555.375000 Penalty: 4275.127441
	Iteration 57Q: 3 clusters Score -607555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -607558.937500 Penalty: 4275.127441
	Iteration 58Q: 3 clusters Score -607558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -607563.750000 Penalty: 4275.127441
	Iteration 59Q: 3 clusters Score -607563.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -607567.125000 Penalty: 4275.127441
	Iteration 60F: 3 clusters Score -607567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -607570.312500 Penalty: 4275.127441
	Iteration 61Q: 3 clusters Score -607570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -607571.187500 Penalty: 4275.127441
	Iteration 62Q: 3 clusters Score -607571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -607573.937500 Penalty: 4275.127441
	Iteration 63Q: 3 clusters Score -607573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -607577.437500 Penalty: 4275.127441
	Iteration 64Q: 3 clusters Score -607577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -607580.687500 Penalty: 4275.127441
	Iteration 65Q: 3 clusters Score -607580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -607583.250000 Penalty: 4275.127441
	Iteration 66Q: 3 clusters Score -607583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -607585.312500 Penalty: 4275.127441
	Iteration 67Q: 3 clusters Score -607585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -607587.562500 Penalty: 4275.127441
	Iteration 68Q: 3 clusters Score -607587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -607590.125000 Penalty: 4275.127441
	Iteration 69Q: 3 clusters Score -607590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -607594.000000 Penalty: 4275.127441
	Iteration 70Q: 3 clusters Score -607594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -607595.312500 Penalty: 4275.127441
	Iteration 71Q: 3 clusters Score -607595.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -607597.375000 Penalty: 4275.127441
	Iteration 72Q: 3 clusters Score -607597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -607597.812500 Penalty: 4275.127441
	Iteration 73Q: 3 clusters Score -607597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -607598.500000 Penalty: 4275.127441
	Iteration 74Q: 3 clusters Score -607598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -607598.750000 Penalty: 4275.127441
	Iteration 75Q: 3 clusters Score -607598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -607600.000000 Penalty: 4275.127441
	Iteration 76Q: 3 clusters Score -607600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -607600.000000 Penalty: 4275.127441
	Iteration 77F: 3 clusters Score -607600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Entering Unmasked Estep 
Score: -1317284.000000 Penalty: 2327.346436
	Iteration 0F: 2 clusters Score -1317284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1308416.250000 Penalty: 4654.692871
	Iteration 0F: 3 clusters Score -1308416 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1311087.375000 Penalty: 4654.692871
	Iteration 1F: 3 clusters Score -1311087 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1311439.500000 Penalty: 4654.692871
	Iteration 2F: 3 clusters Score -1311440 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1311692.375000 Penalty: 4654.692871
	Iteration 3F: 3 clusters Score -1311692 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1311873.625000 Penalty: 4654.692871
	Iteration 4Q: 3 clusters Score -1311874 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1312013.500000 Penalty: 4654.692871
	Iteration 5Q: 3 clusters Score -1312014 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1312153.500000 Penalty: 4654.692871
	Iteration 6Q: 3 clusters Score -1312154 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1312302.750000 Penalty: 4654.692871
	Iteration 7Q: 3 clusters Score -1312303 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1312449.625000 Penalty: 4654.692871
	Iteration 8Q: 3 clusters Score -1312450 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1312604.375000 Penalty: 4654.692871
	Iteration 9Q: 3 clusters Score -1312604 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1312798.125000 Penalty: 4654.692871
	Iteration 10Q: 3 clusters Score -1312798 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1313026.000000 Penalty: 4654.692871
	Iteration 11Q: 3 clusters Score -1313026 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1313305.250000 Penalty: 4654.692871
	Iteration 12Q: 3 clusters Score -1313305 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1313679.875000 Penalty: 4654.692871
	Iteration 13Q: 3 clusters Score -1313680 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1314109.750000 Penalty: 4654.692871
	Iteration 14Q: 3 clusters Score -1314110 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1314509.875000 Penalty: 4654.692871
	Iteration 15Q: 3 clusters Score -1314510 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1314904.125000 Penalty: 4654.692871
	Iteration 16Q: 3 clusters Score -1314904 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1315268.375000 Penalty: 4654.692871
	Iteration 17Q: 3 clusters Score -1315268 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1315536.500000 Penalty: 4654.692871
	Iteration 18Q: 3 clusters Score -1315536 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1315715.375000 Penalty: 4654.692871
	Iteration 19Q: 3 clusters Score -1315715 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1315826.500000 Penalty: 4654.692871
	Iteration 20F: 3 clusters Score -1315826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1315881.125000 Penalty: 4654.692871
	Iteration 21Q: 3 clusters Score -1315881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1315926.750000 Penalty: 4654.692871
	Iteration 22Q: 3 clusters Score -1315927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1315968.875000 Penalty: 4654.692871
	Iteration 23Q: 3 clusters Score -1315969 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1316007.375000 Penalty: 4654.692871
	Iteration 24Q: 3 clusters Score -1316007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1316040.750000 Penalty: 4654.692871
	Iteration 25Q: 3 clusters Score -1316041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1316071.875000 Penalty: 4654.692871
	Iteration 26Q: 3 clusters Score -1316072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1316096.625000 Penalty: 4654.692871
	Iteration 27Q: 3 clusters Score -1316097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1316115.750000 Penalty: 4654.692871
	Iteration 28Q: 3 clusters Score -1316116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1316139.250000 Penalty: 4654.692871
	Iteration 29Q: 3 clusters Score -1316139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1316169.250000 Penalty: 4654.692871
	Iteration 30Q: 3 clusters Score -1316169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1316186.500000 Penalty: 4654.692871
	Iteration 31Q: 3 clusters Score -1316186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1316204.000000 Penalty: 4654.692871
	Iteration 32Q: 3 clusters Score -1316204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1316222.750000 Penalty: 4654.692871
	Iteration 33Q: 3 clusters Score -1316223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1316237.625000 Penalty: 4654.692871
	Iteration 34Q: 3 clusters Score -1316238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1316248.500000 Penalty: 4654.692871
	Iteration 35Q: 3 clusters Score -1316248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1316255.500000 Penalty: 4654.692871
	Iteration 36Q: 3 clusters Score -1316256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1316263.250000 Penalty: 4654.692871
	Iteration 37Q: 3 clusters Score -1316263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1316271.250000 Penalty: 4654.692871
	Iteration 38Q: 3 clusters Score -1316271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1316284.250000 Penalty: 4654.692871
	Iteration 39Q: 3 clusters Score -1316284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1316296.375000 Penalty: 4654.692871
	Iteration 40F: 3 clusters Score -1316296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1316305.625000 Penalty: 4654.692871
	Iteration 41Q: 3 clusters Score -1316306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1316322.250000 Penalty: 4654.692871
	Iteration 42Q: 3 clusters Score -1316322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1316333.000000 Penalty: 4654.692871
	Iteration 43Q: 3 clusters Score -1316333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1316342.750000 Penalty: 4654.692871
	Iteration 44Q: 3 clusters Score -1316343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1316345.250000 Penalty: 4654.692871
	Iteration 45Q: 3 clusters Score -1316345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1316352.375000 Penalty: 4654.692871
	Iteration 46Q: 3 clusters Score -1316352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1316356.000000 Penalty: 4654.692871
	Iteration 47Q: 3 clusters Score -1316356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1316360.125000 Penalty: 4654.692871
	Iteration 48Q: 3 clusters Score -1316360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1316361.500000 Penalty: 4654.692871
	Iteration 49Q: 3 clusters Score -1316362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1316363.875000 Penalty: 4654.692871
	Iteration 50Q: 3 clusters Score -1316364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1316363.250000 Penalty: 4654.692871
	Iteration 51Q: 3 clusters Score -1316363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1316364.125000 Penalty: 4654.692871
	Iteration 52Q: 3 clusters Score -1316364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1316363.375000 Penalty: 4654.692871
	Iteration 53Q: 3 clusters Score -1316363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1316363.625000 Penalty: 4654.692871
	Iteration 54Q: 3 clusters Score -1316364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1316363.875000 Penalty: 4654.692871
	Iteration 55Q: 3 clusters Score -1316364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1316366.125000 Penalty: 4654.692871
	Iteration 56Q: 3 clusters Score -1316366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1316365.500000 Penalty: 4654.692871
	Iteration 57Q: 3 clusters Score -1316366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1316369.375000 Penalty: 4654.692871
	Iteration 58Q: 3 clusters Score -1316369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1316369.125000 Penalty: 4654.692871
	Iteration 59Q: 3 clusters Score -1316369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1316369.125000 Penalty: 4654.692871
	Iteration 60F: 3 clusters Score -1316369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -23349.250000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -23349.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22166.332031 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -22166.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22303.337891 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -22303.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22325.583984 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -22325.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22334.638672 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -22334.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22345.562500 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -22345.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22357.042969 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -22357.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22361.400391 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -22361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22361.400391 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -22361.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -67880.312500 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -67880.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66191.828125 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -66191.83 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66642.976562 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -66642.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66920.250000 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -66920.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67146.500000 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -67146.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67334.359375 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -67334.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67506.945312 Penalty: 3270.149902
	Iteration 5F: 3 clusters Score -67506.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67803.781250 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -67803.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67999.515625 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -67999.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68118.398438 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -68118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68211.531250 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -68211.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68234.835938 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -68234.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68256.445312 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -68256.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68287.117188 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -68287.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68287.765625 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -68287.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68289.351562 Penalty: 3270.149902
	Iteration 14F: 3 clusters Score -68289.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68334.585938 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -68334.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68344.289062 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -68344.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68354.156250 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -68354.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68357.460938 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -68357.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68360.335938 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -68360.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68362.171875 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -68362.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105681 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 62756 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 337459 members 
Mstep: Class 23 contains 21317 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30942 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 5626 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
Score: -110923728.000000 Penalty: 161184.531250
Splitting cluster 35 changes total score from -110921872.000000 to -110923728.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 36 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -711703.000000 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -711703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -706327.312500 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -706327.3 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -707686.437500 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -707686.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -707923.500000 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -707923.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -708057.062500 Penalty: 4343.938965
	Iteration 3Q: 3 clusters Score -708057.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -708144.187500 Penalty: 4343.938965
	Iteration 4Q: 3 clusters Score -708144.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -708212.062500 Penalty: 4343.938965
	Iteration 5Q: 3 clusters Score -708212.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -708258.125000 Penalty: 4343.938965
	Iteration 6Q: 3 clusters Score -708258.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -708288.437500 Penalty: 4343.938965
	Iteration 7Q: 3 clusters Score -708288.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -708314.500000 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -708314.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -708337.687500 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -708337.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -708362.375000 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -708362.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -708390.500000 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -708390.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -708410.375000 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -708410.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -708433.812500 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -708433.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -708449.125000 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -708449.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -708464.750000 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -708464.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -708479.250000 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -708479.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -708497.375000 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -708497.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -708511.750000 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -708511.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -708521.125000 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -708521.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -708532.562500 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -708532.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -708543.250000 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -708543.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -708551.062500 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -708551.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -708562.750000 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -708562.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -708572.187500 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -708572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -708585.875000 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -708585.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -708595.437500 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -708595.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -708614.000000 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -708614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -708636.375000 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -708636.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -708661.937500 Penalty: 4343.938965
	Iteration 29Q: 3 clusters Score -708661.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -708687.125000 Penalty: 4343.938965
	Iteration 30Q: 3 clusters Score -708687.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -708714.625000 Penalty: 4343.938965
	Iteration 31Q: 3 clusters Score -708714.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -708743.250000 Penalty: 4343.938965
	Iteration 32Q: 3 clusters Score -708743.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -708781.375000 Penalty: 4343.938965
	Iteration 33Q: 3 clusters Score -708781.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -708821.062500 Penalty: 4343.938965
	Iteration 34Q: 3 clusters Score -708821.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -708866.500000 Penalty: 4343.938965
	Iteration 35Q: 3 clusters Score -708866.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -708927.562500 Penalty: 4343.938965
	Iteration 36Q: 3 clusters Score -708927.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -709005.312500 Penalty: 4343.938965
	Iteration 37Q: 3 clusters Score -709005.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -709094.687500 Penalty: 4343.938965
	Iteration 38Q: 3 clusters Score -709094.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -709176.437500 Penalty: 4343.938965
	Iteration 39Q: 3 clusters Score -709176.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -709268.062500 Penalty: 4343.938965
	Iteration 40F: 3 clusters Score -709268.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -709339.375000 Penalty: 4343.938965
	Iteration 41Q: 3 clusters Score -709339.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -709420.875000 Penalty: 4343.938965
	Iteration 42Q: 3 clusters Score -709420.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -709480.125000 Penalty: 4343.938965
	Iteration 43Q: 3 clusters Score -709480.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -709530.250000 Penalty: 4343.938965
	Iteration 44Q: 3 clusters Score -709530.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -709573.250000 Penalty: 4343.938965
	Iteration 45Q: 3 clusters Score -709573.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -709614.125000 Penalty: 4343.938965
	Iteration 46Q: 3 clusters Score -709614.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -709647.500000 Penalty: 4343.938965
	Iteration 47Q: 3 clusters Score -709647.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -709684.375000 Penalty: 4343.938965
	Iteration 48Q: 3 clusters Score -709684.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -709713.500000 Penalty: 4343.938965
	Iteration 49Q: 3 clusters Score -709713.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -709741.187500 Penalty: 4343.938965
	Iteration 50Q: 3 clusters Score -709741.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -709767.437500 Penalty: 4343.938965
	Iteration 51Q: 3 clusters Score -709767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -709785.562500 Penalty: 4343.938965
	Iteration 52Q: 3 clusters Score -709785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -709797.562500 Penalty: 4343.938965
	Iteration 53Q: 3 clusters Score -709797.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -709804.625000 Penalty: 4343.938965
	Iteration 54Q: 3 clusters Score -709804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -709805.375000 Penalty: 4343.938965
	Iteration 55Q: 3 clusters Score -709805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -709807.000000 Penalty: 4343.938965
	Iteration 56Q: 3 clusters Score -709807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -709810.375000 Penalty: 4343.938965
	Iteration 57Q: 3 clusters Score -709810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -709813.562500 Penalty: 4343.938965
	Iteration 58Q: 3 clusters Score -709813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -709816.125000 Penalty: 4343.938965
	Iteration 59Q: 3 clusters Score -709816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -709819.750000 Penalty: 4343.938965
	Iteration 60F: 3 clusters Score -709819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -709819.000000 Penalty: 4343.938965
	Iteration 61Q: 3 clusters Score -709819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -709819.000000 Penalty: 4343.938965
	Iteration 62F: 3 clusters Score -709819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Entering Unmasked Estep 
Score: -3230751.000000 Penalty: 2564.287598
	Iteration 0F: 2 clusters Score -3230751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3209641.250000 Penalty: 5128.575195
	Iteration 0F: 3 clusters Score -3209641 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3217437.750000 Penalty: 5128.575195
	Iteration 1F: 3 clusters Score -3217438 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3218256.250000 Penalty: 5128.575195
	Iteration 2F: 3 clusters Score -3218256 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3219227.250000 Penalty: 5128.575195
	Iteration 3F: 3 clusters Score -3219227 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3220509.250000 Penalty: 5128.575195
	Iteration 4F: 3 clusters Score -3220509 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3222012.000000 Penalty: 5128.575195
	Iteration 5F: 3 clusters Score -3222012 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3223717.250000 Penalty: 5128.575195
	Iteration 6F: 3 clusters Score -3223717 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3225264.750000 Penalty: 5128.575195
	Iteration 7F: 3 clusters Score -3225265 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3226581.750000 Penalty: 5128.575195
	Iteration 8Q: 3 clusters Score -3226582 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3227529.750000 Penalty: 5128.575195
	Iteration 9Q: 3 clusters Score -3227530 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3228153.750000 Penalty: 5128.575195
	Iteration 10Q: 3 clusters Score -3228154 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3228540.250000 Penalty: 5128.575195
	Iteration 11Q: 3 clusters Score -3228540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3228768.750000 Penalty: 5128.575195
	Iteration 12Q: 3 clusters Score -3228769 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3228948.000000 Penalty: 5128.575195
	Iteration 13Q: 3 clusters Score -3228948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3229125.750000 Penalty: 5128.575195
	Iteration 14Q: 3 clusters Score -3229126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3229289.250000 Penalty: 5128.575195
	Iteration 15Q: 3 clusters Score -3229289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3229377.000000 Penalty: 5128.575195
	Iteration 16Q: 3 clusters Score -3229377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3229418.750000 Penalty: 5128.575195
	Iteration 17Q: 3 clusters Score -3229419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3229453.750000 Penalty: 5128.575195
	Iteration 18Q: 3 clusters Score -3229454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3229478.500000 Penalty: 5128.575195
	Iteration 19Q: 3 clusters Score -3229478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3229506.000000 Penalty: 5128.575195
	Iteration 20F: 3 clusters Score -3229506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3229526.000000 Penalty: 5128.575195
	Iteration 21Q: 3 clusters Score -3229526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3229530.500000 Penalty: 5128.575195
	Iteration 22Q: 3 clusters Score -3229530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3229533.750000 Penalty: 5128.575195
	Iteration 23Q: 3 clusters Score -3229534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3229540.500000 Penalty: 5128.575195
	Iteration 24Q: 3 clusters Score -3229540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3229546.000000 Penalty: 5128.575195
	Iteration 25Q: 3 clusters Score -3229546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3229552.000000 Penalty: 5128.575195
	Iteration 26Q: 3 clusters Score -3229552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3229557.750000 Penalty: 5128.575195
	Iteration 27Q: 3 clusters Score -3229558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3229561.000000 Penalty: 5128.575195
	Iteration 28Q: 3 clusters Score -3229561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3229566.750000 Penalty: 5128.575195
	Iteration 29Q: 3 clusters Score -3229567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3229569.250000 Penalty: 5128.575195
	Iteration 30Q: 3 clusters Score -3229569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3229576.250000 Penalty: 5128.575195
	Iteration 31Q: 3 clusters Score -3229576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3229581.750000 Penalty: 5128.575195
	Iteration 32Q: 3 clusters Score -3229582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3229591.500000 Penalty: 5128.575195
	Iteration 33Q: 3 clusters Score -3229592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3229591.500000 Penalty: 5128.575195
	Iteration 34Q: 3 clusters Score -3229592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3229589.250000 Penalty: 5128.575195
	Iteration 35Q: 3 clusters Score -3229589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3229595.750000 Penalty: 5128.575195
	Iteration 36Q: 3 clusters Score -3229596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3229601.500000 Penalty: 5128.575195
	Iteration 37Q: 3 clusters Score -3229602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3229600.500000 Penalty: 5128.575195
	Iteration 38Q: 3 clusters Score -3229600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3229605.000000 Penalty: 5128.575195
	Iteration 39Q: 3 clusters Score -3229605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3229601.500000 Penalty: 5128.575195
	Iteration 40F: 3 clusters Score -3229602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3229602.750000 Penalty: 5128.575195
	Iteration 41Q: 3 clusters Score -3229603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3229602.500000 Penalty: 5128.575195
	Iteration 42Q: 3 clusters Score -3229602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3229607.500000 Penalty: 5128.575195
	Iteration 43Q: 3 clusters Score -3229608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3229608.500000 Penalty: 5128.575195
	Iteration 44Q: 3 clusters Score -3229608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3229608.500000 Penalty: 5128.575195
	Iteration 45F: 3 clusters Score -3229608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1605123.875000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1605124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1594938.875000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1594939 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1597952.375000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1597952 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1598276.125000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1598276 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1598493.375000 Penalty: 4735.148438
	Iteration 3Q: 3 clusters Score -1598493 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1598655.750000 Penalty: 4735.148438
	Iteration 4Q: 3 clusters Score -1598656 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1598801.125000 Penalty: 4735.148438
	Iteration 5Q: 3 clusters Score -1598801 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1598927.875000 Penalty: 4735.148438
	Iteration 6Q: 3 clusters Score -1598928 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1599076.125000 Penalty: 4735.148438
	Iteration 7Q: 3 clusters Score -1599076 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1599232.000000 Penalty: 4735.148438
	Iteration 8Q: 3 clusters Score -1599232 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1599431.375000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1599431 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1599708.125000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1599708 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1600060.125000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1600060 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1600489.125000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1600489 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1600999.750000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1601000 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1601578.125000 Penalty: 4735.148438
	Iteration 14F: 3 clusters Score -1601578 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1602107.375000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1602107 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1602493.000000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1602493 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1602786.125000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1602786 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1602960.000000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1602960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1603055.500000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1603056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1603120.750000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1603121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1603174.125000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1603174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1603208.250000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1603208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1603220.750000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1603221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1603227.625000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1603228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1603238.625000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1603239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1603241.375000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1603241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1603246.500000 Penalty: 4735.148438
	Iteration 27Q: 3 clusters Score -1603246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1603248.750000 Penalty: 4735.148438
	Iteration 28Q: 3 clusters Score -1603249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1603247.875000 Penalty: 4735.148438
	Iteration 29Q: 3 clusters Score -1603248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1603247.875000 Penalty: 4735.148438
	Iteration 30F: 3 clusters Score -1603248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -280265.281250 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -280265.3 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 1272 members 
Entering Unmasked Estep 
Score: -277248.750000 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -277248.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -277810.000000 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -277810 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -277972.375000 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -277972.4 nChanged 129
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: -278064.812500 Penalty: 3889.575439
	Iteration 3F: 3 clusters Score -278064.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -278121.781250 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -278121.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -278154.531250 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -278154.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -278180.812500 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -278180.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -278205.593750 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -278205.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -278223.625000 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -278223.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -278231.625000 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -278231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -278236.718750 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -278236.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -278243.656250 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -278243.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -278254.500000 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -278254.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -278259.250000 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -278259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -278265.000000 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -278265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -278269.843750 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -278269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -278271.343750 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -278271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -278272.062500 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -278272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -278272.750000 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -278272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -278275.000000 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -278275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278276.031250 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -278276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -278277.843750 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -278277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -278280.031250 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -278280 nChanged 9
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: -278285.031250 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -278285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -278286.625000 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -278286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -278287.468750 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -278287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -278288.031250 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -278288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -278288.031250 Penalty: 3889.575439
	Iteration 27F: 3 clusters Score -278288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -332291.968750 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -332292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -329071.281250 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -329071.3 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -329691.843750 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -329691.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -329858.906250 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -329858.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329943.843750 Penalty: 3960.800049
	Iteration 3Q: 3 clusters Score -329943.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -330001.093750 Penalty: 3960.800049
	Iteration 4Q: 3 clusters Score -330001.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -330038.406250 Penalty: 3960.800049
	Iteration 5Q: 3 clusters Score -330038.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -330057.000000 Penalty: 3960.800049
	Iteration 6Q: 3 clusters Score -330057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -330072.437500 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -330072.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -330083.750000 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -330083.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -330092.000000 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -330092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330097.468750 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -330097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330101.375000 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -330101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330105.531250 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -330105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330107.562500 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -330107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330108.468750 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -330108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330109.125000 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -330109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330109.625000 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -330109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330110.906250 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -330110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330112.437500 Penalty: 3960.800049
	Iteration 18Q: 3 clusters Score -330112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330113.781250 Penalty: 3960.800049
	Iteration 19Q: 3 clusters Score -330113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330114.312500 Penalty: 3960.800049
	Iteration 20F: 3 clusters Score -330114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -330114.843750 Penalty: 3960.800049
	Iteration 21Q: 3 clusters Score -330114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330115.093750 Penalty: 3960.800049
	Iteration 22Q: 3 clusters Score -330115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330117.500000 Penalty: 3960.800049
	Iteration 23Q: 3 clusters Score -330117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -330120.125000 Penalty: 3960.800049
	Iteration 24Q: 3 clusters Score -330120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -330121.937500 Penalty: 3960.800049
	Iteration 25Q: 3 clusters Score -330121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -330124.500000 Penalty: 3960.800049
	Iteration 26Q: 3 clusters Score -330124.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -330130.687500 Penalty: 3960.800049
	Iteration 27Q: 3 clusters Score -330130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -330138.593750 Penalty: 3960.800049
	Iteration 28Q: 3 clusters Score -330138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -330142.281250 Penalty: 3960.800049
	Iteration 29Q: 3 clusters Score -330142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -330145.812500 Penalty: 3960.800049
	Iteration 30Q: 3 clusters Score -330145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -330146.812500 Penalty: 3960.800049
	Iteration 31Q: 3 clusters Score -330146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -330148.843750 Penalty: 3960.800049
	Iteration 32Q: 3 clusters Score -330148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -330150.625000 Penalty: 3960.800049
	Iteration 33Q: 3 clusters Score -330150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -330155.000000 Penalty: 3960.800049
	Iteration 34Q: 3 clusters Score -330155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -330161.312500 Penalty: 3960.800049
	Iteration 35Q: 3 clusters Score -330161.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -330165.625000 Penalty: 3960.800049
	Iteration 36Q: 3 clusters Score -330165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -330165.625000 Penalty: 3960.800049
	Iteration 37F: 3 clusters Score -330165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -533482.375000 Penalty: 2100.741211
	Iteration 0F: 2 clusters Score -533482.4 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 2451 members 
Entering Unmasked Estep 
Score: -529098.250000 Penalty: 4201.482422
	Iteration 0F: 3 clusters Score -529098.2 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -530075.750000 Penalty: 4201.482422
	Iteration 1F: 3 clusters Score -530075.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -530273.500000 Penalty: 4201.482422
	Iteration 2F: 3 clusters Score -530273.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -530428.875000 Penalty: 4201.482422
	Iteration 3Q: 3 clusters Score -530428.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -530534.312500 Penalty: 4201.482422
	Iteration 4Q: 3 clusters Score -530534.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -530609.562500 Penalty: 4201.482422
	Iteration 5Q: 3 clusters Score -530609.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -530674.875000 Penalty: 4201.482422
	Iteration 6Q: 3 clusters Score -530674.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -530766.687500 Penalty: 4201.482422
	Iteration 7Q: 3 clusters Score -530766.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -530846.125000 Penalty: 4201.482422
	Iteration 8Q: 3 clusters Score -530846.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -530926.312500 Penalty: 4201.482422
	Iteration 9Q: 3 clusters Score -530926.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -530995.625000 Penalty: 4201.482422
	Iteration 10Q: 3 clusters Score -530995.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -531067.937500 Penalty: 4201.482422
	Iteration 11Q: 3 clusters Score -531067.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -531151.937500 Penalty: 4201.482422
	Iteration 12Q: 3 clusters Score -531151.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -531227.625000 Penalty: 4201.482422
	Iteration 13Q: 3 clusters Score -531227.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -531302.625000 Penalty: 4201.482422
	Iteration 14Q: 3 clusters Score -531302.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -531356.000000 Penalty: 4201.482422
	Iteration 15Q: 3 clusters Score -531356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -531415.000000 Penalty: 4201.482422
	Iteration 16Q: 3 clusters Score -531415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -531459.312500 Penalty: 4201.482422
	Iteration 17Q: 3 clusters Score -531459.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -531501.250000 Penalty: 4201.482422
	Iteration 18Q: 3 clusters Score -531501.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -531525.875000 Penalty: 4201.482422
	Iteration 19Q: 3 clusters Score -531525.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -531542.812500 Penalty: 4201.482422
	Iteration 20F: 3 clusters Score -531542.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -531555.437500 Penalty: 4201.482422
	Iteration 21Q: 3 clusters Score -531555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -531564.562500 Penalty: 4201.482422
	Iteration 22Q: 3 clusters Score -531564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -531578.625000 Penalty: 4201.482422
	Iteration 23Q: 3 clusters Score -531578.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -531597.937500 Penalty: 4201.482422
	Iteration 24Q: 3 clusters Score -531597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -531607.812500 Penalty: 4201.482422
	Iteration 25Q: 3 clusters Score -531607.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -531627.250000 Penalty: 4201.482422
	Iteration 26Q: 3 clusters Score -531627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -531640.000000 Penalty: 4201.482422
	Iteration 27Q: 3 clusters Score -531640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -531647.875000 Penalty: 4201.482422
	Iteration 28Q: 3 clusters Score -531647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -531651.250000 Penalty: 4201.482422
	Iteration 29Q: 3 clusters Score -531651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -531652.687500 Penalty: 4201.482422
	Iteration 30Q: 3 clusters Score -531652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -531653.625000 Penalty: 4201.482422
	Iteration 31Q: 3 clusters Score -531653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -531653.625000 Penalty: 4201.482422
	Iteration 32F: 3 clusters Score -531653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -48431.132812 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -48431.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46902.640625 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -46902.64 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47441.250000 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -47441.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48406.101562 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -48406.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48742.972656 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -48742.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -48856.187500 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -48856.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -48892.199219 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -48892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -48920.156250 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -48920.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48946.554688 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -48946.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48967.945312 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -48967.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48988.480469 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -48988.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48997.765625 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -48997.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49002.531250 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -49002.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49013.351562 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -49013.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49018.730469 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -49018.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49018.730469 Penalty: 3132.417725
	Iteration 14F: 3 clusters Score -49018.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105681 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 62756 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 337459 members 
Mstep: Class 23 contains 21317 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30942 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 445 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 5626 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 108 members 
Entering Unmasked Estep 
Score: -110922432.000000 Penalty: 164614.000000
Splitting cluster 42 changes total score from -110921872.000000 to -110922432.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 43 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -859562.312500 Penalty: 2209.691406
	Iteration 0F: 2 clusters Score -859562.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -853551.062500 Penalty: 4419.382812
	Iteration 0F: 3 clusters Score -853551.1 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -855127.562500 Penalty: 4419.382812
	Iteration 1F: 3 clusters Score -855127.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -855346.625000 Penalty: 4419.382812
	Iteration 2F: 3 clusters Score -855346.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -855486.312500 Penalty: 4419.382812
	Iteration 3Q: 3 clusters Score -855486.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -855582.062500 Penalty: 4419.382812
	Iteration 4Q: 3 clusters Score -855582.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -855652.625000 Penalty: 4419.382812
	Iteration 5Q: 3 clusters Score -855652.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -855702.187500 Penalty: 4419.382812
	Iteration 6Q: 3 clusters Score -855702.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -855736.375000 Penalty: 4419.382812
	Iteration 7Q: 3 clusters Score -855736.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -855771.312500 Penalty: 4419.382812
	Iteration 8Q: 3 clusters Score -855771.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -855807.250000 Penalty: 4419.382812
	Iteration 9Q: 3 clusters Score -855807.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -855840.625000 Penalty: 4419.382812
	Iteration 10Q: 3 clusters Score -855840.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -855864.875000 Penalty: 4419.382812
	Iteration 11Q: 3 clusters Score -855864.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -855892.625000 Penalty: 4419.382812
	Iteration 12Q: 3 clusters Score -855892.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -855918.375000 Penalty: 4419.382812
	Iteration 13Q: 3 clusters Score -855918.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -855944.187500 Penalty: 4419.382812
	Iteration 14Q: 3 clusters Score -855944.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -855979.750000 Penalty: 4419.382812
	Iteration 15Q: 3 clusters Score -855979.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -856019.437500 Penalty: 4419.382812
	Iteration 16Q: 3 clusters Score -856019.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -856069.937500 Penalty: 4419.382812
	Iteration 17Q: 3 clusters Score -856069.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -856133.125000 Penalty: 4419.382812
	Iteration 18Q: 3 clusters Score -856133.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -856194.687500 Penalty: 4419.382812
	Iteration 19Q: 3 clusters Score -856194.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -856280.062500 Penalty: 4419.382812
	Iteration 20F: 3 clusters Score -856280.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -856371.000000 Penalty: 4419.382812
	Iteration 21Q: 3 clusters Score -856371 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -856476.125000 Penalty: 4419.382812
	Iteration 22Q: 3 clusters Score -856476.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -856573.812500 Penalty: 4419.382812
	Iteration 23Q: 3 clusters Score -856573.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -856671.625000 Penalty: 4419.382812
	Iteration 24Q: 3 clusters Score -856671.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -856798.687500 Penalty: 4419.382812
	Iteration 25Q: 3 clusters Score -856798.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -856905.937500 Penalty: 4419.382812
	Iteration 26Q: 3 clusters Score -856905.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -857028.750000 Penalty: 4419.382812
	Iteration 27Q: 3 clusters Score -857028.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -857138.437500 Penalty: 4419.382812
	Iteration 28Q: 3 clusters Score -857138.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -857218.250000 Penalty: 4419.382812
	Iteration 29Q: 3 clusters Score -857218.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -857316.437500 Penalty: 4419.382812
	Iteration 30Q: 3 clusters Score -857316.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -857404.875000 Penalty: 4419.382812
	Iteration 31Q: 3 clusters Score -857404.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -857455.750000 Penalty: 4419.382812
	Iteration 32Q: 3 clusters Score -857455.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -857485.000000 Penalty: 4419.382812
	Iteration 33Q: 3 clusters Score -857485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -857506.312500 Penalty: 4419.382812
	Iteration 34Q: 3 clusters Score -857506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -857525.062500 Penalty: 4419.382812
	Iteration 35Q: 3 clusters Score -857525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -857541.000000 Penalty: 4419.382812
	Iteration 36Q: 3 clusters Score -857541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -857554.875000 Penalty: 4419.382812
	Iteration 37Q: 3 clusters Score -857554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -857559.687500 Penalty: 4419.382812
	Iteration 38Q: 3 clusters Score -857559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -857563.687500 Penalty: 4419.382812
	Iteration 39Q: 3 clusters Score -857563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -857563.437500 Penalty: 4419.382812
	Iteration 40F: 3 clusters Score -857563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -857567.375000 Penalty: 4419.382812
	Iteration 41Q: 3 clusters Score -857567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -857569.875000 Penalty: 4419.382812
	Iteration 42Q: 3 clusters Score -857569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -857572.500000 Penalty: 4419.382812
	Iteration 43Q: 3 clusters Score -857572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -857574.562500 Penalty: 4419.382812
	Iteration 44Q: 3 clusters Score -857574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -857576.562500 Penalty: 4419.382812
	Iteration 45Q: 3 clusters Score -857576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -857577.250000 Penalty: 4419.382812
	Iteration 46Q: 3 clusters Score -857577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -857578.250000 Penalty: 4419.382812
	Iteration 47Q: 3 clusters Score -857578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -857580.500000 Penalty: 4419.382812
	Iteration 48Q: 3 clusters Score -857580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -857580.500000 Penalty: 4419.382812
	Iteration 49F: 3 clusters Score -857580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -46086.300781 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -46086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44576.679688 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -44576.68 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44833.246094 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -44833.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44970.558594 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -44970.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45062.957031 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -45062.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45104.496094 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -45104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45141.312500 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -45141.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45193.808594 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -45193.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45284.058594 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -45284.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45317.914062 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -45317.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45341.671875 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -45341.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45360.359375 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -45360.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45386.535156 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -45386.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45411.546875 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -45411.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45436.625000 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -45436.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45464.785156 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -45464.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45475.027344 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -45475.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45531.398438 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -45531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45600.289062 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -45600.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45623.035156 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -45623.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45634.996094 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -45635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45644.871094 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -45644.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45689.234375 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -45689.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45724.691406 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -45724.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45767.425781 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -45767.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45802.964844 Penalty: 3111.347168
	Iteration 24Q: 3 clusters Score -45802.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45877.328125 Penalty: 3111.347168
	Iteration 25Q: 3 clusters Score -45877.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45906.515625 Penalty: 3111.347168
	Iteration 26Q: 3 clusters Score -45906.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45913.507812 Penalty: 3111.347168
	Iteration 27Q: 3 clusters Score -45913.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45916.835938 Penalty: 3111.347168
	Iteration 28Q: 3 clusters Score -45916.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45916.835938 Penalty: 3111.347168
	Iteration 29F: 3 clusters Score -45916.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -42758.351562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -42758.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41328.160156 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -41328.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41496.281250 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -41496.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41633.718750 Penalty: 3052.809570
	Iteration 2F: 3 clusters Score -41633.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41844.542969 Penalty: 3052.809570
	Iteration 3F: 3 clusters Score -41844.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42121.433594 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -42121.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42277.621094 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -42277.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42322.726562 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -42322.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42358.074219 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -42358.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42389.597656 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -42389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42417.050781 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -42417.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42433.332031 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -42433.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42440.351562 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -42440.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42446.343750 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -42446.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42454.652344 Penalty: 3052.809570
	Iteration 13Q: 3 clusters Score -42454.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42462.289062 Penalty: 3052.809570
	Iteration 14Q: 3 clusters Score -42462.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42463.679688 Penalty: 3052.809570
	Iteration 15F: 3 clusters Score -42463.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42465.570312 Penalty: 3052.809570
	Iteration 16Q: 3 clusters Score -42465.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42465.570312 Penalty: 3052.809570
	Iteration 17F: 3 clusters Score -42465.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105681 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 62756 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 337459 members 
Mstep: Class 23 contains 21317 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2448 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30942 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 445 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 48. Lose 2125.198242 but Gain 3429.468750
Score: -110923928.000000 Penalty: 161184.531250
Iteration 159Q: 48 clusters Score -1.109239e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 8402 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15200 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 6782 members 
Mstep: Class 9 contains 6126 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 109246 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105437 members 
Mstep: Class 14 contains 46424 members 
Mstep: Class 15 contains 13577 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 61974 members 
Mstep: Class 19 contains 16778 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 338611 members 
Mstep: Class 23 contains 21319 members 
Mstep: Class 24 contains 30550 members 
Mstep: Class 25 contains 3162 members 
Mstep: Class 26 contains 2473 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18704 members 
Mstep: Class 29 contains 1875 members 
Mstep: Class 30 contains 13343 members 
Mstep: Class 31 contains 8468 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 11905 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30906 members 
Mstep: Class 38 contains 13989 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2949 members 
Mstep: Class 41 contains 4773 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 5618 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925216.000000 Penalty: 161184.531250
Iteration 160F: 48 clusters Score -1.109252e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 6730 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 105136 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 15 contains 13555 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 39715 members 
Mstep: Class 18 contains 61368 members 
Mstep: Class 19 contains 16740 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 339423 members 
Mstep: Class 23 contains 21333 members 
Mstep: Class 24 contains 30535 members 
Mstep: Class 25 contains 3162 members 
Mstep: Class 26 contains 2494 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18749 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13344 members 
Mstep: Class 31 contains 8459 members 
Mstep: Class 32 contains 5534 members 
Mstep: Class 33 contains 11905 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30866 members 
Mstep: Class 38 contains 13994 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2960 members 
Mstep: Class 41 contains 4771 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 7482 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 5921 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925200.000000 Penalty: 161184.531250
Iteration 161Q: 48 clusters Score -1.109252e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 8290 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15197 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 104921 members 
Mstep: Class 14 contains 46324 members 
Mstep: Class 15 contains 13533 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 39711 members 
Mstep: Class 18 contains 60897 members 
Mstep: Class 19 contains 16714 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 340017 members 
Mstep: Class 23 contains 21346 members 
Mstep: Class 24 contains 30518 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 2521 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18775 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13341 members 
Mstep: Class 31 contains 8445 members 
Mstep: Class 32 contains 5535 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30841 members 
Mstep: Class 38 contains 14005 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2972 members 
Mstep: Class 41 contains 4768 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 7520 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6094 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925576.000000 Penalty: 161184.531250
Iteration 162Q: 48 clusters Score -1.109256e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15196 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 6122 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 109251 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 104725 members 
Mstep: Class 14 contains 46308 members 
Mstep: Class 15 contains 13506 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39721 members 
Mstep: Class 18 contains 60520 members 
Mstep: Class 19 contains 16683 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 340459 members 
Mstep: Class 23 contains 21364 members 
Mstep: Class 24 contains 30500 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18805 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8438 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 11904 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30836 members 
Mstep: Class 38 contains 14017 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 4766 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 7557 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6216 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925192.000000 Penalty: 161184.531250
Iteration 163Q: 48 clusters Score -1.109252e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15193 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 566 members 
Mstep: Class 8 contains 6560 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 109255 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 104570 members 
Mstep: Class 14 contains 46305 members 
Mstep: Class 15 contains 13473 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39739 members 
Mstep: Class 18 contains 60205 members 
Mstep: Class 19 contains 16671 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 340820 members 
Mstep: Class 23 contains 21381 members 
Mstep: Class 24 contains 30488 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18829 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13337 members 
Mstep: Class 31 contains 8434 members 
Mstep: Class 32 contains 5532 members 
Mstep: Class 33 contains 11905 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30828 members 
Mstep: Class 38 contains 14030 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 2992 members 
Mstep: Class 41 contains 4770 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 7596 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6288 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925288.000000 Penalty: 161184.531250
Iteration 164Q: 48 clusters Score -1.109253e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15191 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 109254 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 104430 members 
Mstep: Class 14 contains 46300 members 
Mstep: Class 15 contains 13447 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 59882 members 
Mstep: Class 19 contains 16661 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1575 members 
Mstep: Class 22 contains 341183 members 
Mstep: Class 23 contains 21396 members 
Mstep: Class 24 contains 30470 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18842 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8429 members 
Mstep: Class 32 contains 5532 members 
Mstep: Class 33 contains 11903 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6361 members 
Mstep: Class 37 contains 30818 members 
Mstep: Class 38 contains 14039 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3006 members 
Mstep: Class 41 contains 4771 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7625 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6344 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925216.000000 Penalty: 161184.531250
Iteration 165Q: 48 clusters Score -1.109252e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 8296 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6446 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 109252 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 104297 members 
Mstep: Class 14 contains 46287 members 
Mstep: Class 15 contains 13424 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39782 members 
Mstep: Class 18 contains 59590 members 
Mstep: Class 19 contains 16643 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 341559 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 30454 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18849 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8423 members 
Mstep: Class 32 contains 5531 members 
Mstep: Class 33 contains 11901 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6362 members 
Mstep: Class 37 contains 30793 members 
Mstep: Class 38 contains 14044 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3013 members 
Mstep: Class 41 contains 4769 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7667 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6394 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925272.000000 Penalty: 161184.531250
Iteration 166Q: 48 clusters Score -1.109253e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15187 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 109252 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 104198 members 
Mstep: Class 14 contains 46288 members 
Mstep: Class 15 contains 13395 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39802 members 
Mstep: Class 18 contains 59333 members 
Mstep: Class 19 contains 16624 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1578 members 
Mstep: Class 22 contains 341854 members 
Mstep: Class 23 contains 21430 members 
Mstep: Class 24 contains 30437 members 
Mstep: Class 25 contains 3166 members 
Mstep: Class 26 contains 2652 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18867 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8423 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 11901 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6362 members 
Mstep: Class 37 contains 30774 members 
Mstep: Class 38 contains 14044 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3017 members 
Mstep: Class 41 contains 4769 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7698 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6442 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925160.000000 Penalty: 161184.531250
Iteration 167Q: 48 clusters Score -1.109252e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 8298 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6339 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 109253 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 104101 members 
Mstep: Class 14 contains 46285 members 
Mstep: Class 15 contains 13366 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39833 members 
Mstep: Class 18 contains 59111 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 342093 members 
Mstep: Class 23 contains 21447 members 
Mstep: Class 24 contains 30413 members 
Mstep: Class 25 contains 3167 members 
Mstep: Class 26 contains 2680 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18893 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13340 members 
Mstep: Class 31 contains 8420 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6363 members 
Mstep: Class 37 contains 30758 members 
Mstep: Class 38 contains 14045 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3023 members 
Mstep: Class 41 contains 4771 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7727 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6475 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925264.000000 Penalty: 161184.531250
Iteration 168Q: 48 clusters Score -1.109253e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15184 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 104016 members 
Mstep: Class 14 contains 46288 members 
Mstep: Class 15 contains 13328 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39868 members 
Mstep: Class 18 contains 58880 members 
Mstep: Class 19 contains 16608 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 342324 members 
Mstep: Class 23 contains 21468 members 
Mstep: Class 24 contains 30397 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 2714 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18910 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13343 members 
Mstep: Class 31 contains 8418 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 11904 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 30747 members 
Mstep: Class 38 contains 14047 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 4767 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7750 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925312.000000 Penalty: 161184.531250
Iteration 169Q: 48 clusters Score -1.109253e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15183 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 103923 members 
Mstep: Class 14 contains 46293 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39912 members 
Mstep: Class 18 contains 58660 members 
Mstep: Class 19 contains 16608 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 342530 members 
Mstep: Class 23 contains 21484 members 
Mstep: Class 24 contains 30392 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 2736 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18930 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13344 members 
Mstep: Class 31 contains 8418 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 11904 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30740 members 
Mstep: Class 38 contains 14050 members 
Mstep: Class 39 contains 2543 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 4765 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7761 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6538 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925416.000000 Penalty: 161184.531250
Iteration 170Q: 48 clusters Score -1.109254e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15183 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 103813 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39929 members 
Mstep: Class 18 contains 58482 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 342723 members 
Mstep: Class 23 contains 21496 members 
Mstep: Class 24 contains 30388 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 2766 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18954 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13345 members 
Mstep: Class 31 contains 8421 members 
Mstep: Class 32 contains 5527 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30740 members 
Mstep: Class 38 contains 14054 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 4762 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7780 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6565 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925200.000000 Penalty: 161184.531250
Iteration 171Q: 48 clusters Score -1.109252e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15182 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 109244 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 103739 members 
Mstep: Class 14 contains 46308 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39940 members 
Mstep: Class 18 contains 58302 members 
Mstep: Class 19 contains 16607 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 342902 members 
Mstep: Class 23 contains 21511 members 
Mstep: Class 24 contains 30378 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 2796 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18976 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13345 members 
Mstep: Class 31 contains 8426 members 
Mstep: Class 32 contains 5525 members 
Mstep: Class 33 contains 11903 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30728 members 
Mstep: Class 38 contains 14056 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3047 members 
Mstep: Class 41 contains 4762 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6576 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925312.000000 Penalty: 161184.531250
Iteration 172Q: 48 clusters Score -1.109253e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15183 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 11 contains 109239 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 103659 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39951 members 
Mstep: Class 18 contains 58132 members 
Mstep: Class 19 contains 16610 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 343084 members 
Mstep: Class 23 contains 21531 members 
Mstep: Class 24 contains 30378 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 18994 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8426 members 
Mstep: Class 32 contains 5525 members 
Mstep: Class 33 contains 11904 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30728 members 
Mstep: Class 38 contains 14064 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3054 members 
Mstep: Class 41 contains 4760 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7821 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925224.000000 Penalty: 161184.531250
Iteration 173Q: 48 clusters Score -1.109252e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 109240 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 103589 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 13141 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39975 members 
Mstep: Class 18 contains 57989 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1580 members 
Mstep: Class 22 contains 343224 members 
Mstep: Class 23 contains 21545 members 
Mstep: Class 24 contains 30380 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19010 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13350 members 
Mstep: Class 31 contains 8426 members 
Mstep: Class 32 contains 5525 members 
Mstep: Class 33 contains 11905 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30719 members 
Mstep: Class 38 contains 14071 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3061 members 
Mstep: Class 41 contains 4757 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7845 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6598 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925160.000000 Penalty: 161184.531250
Iteration 174Q: 48 clusters Score -1.109252e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 109241 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 103520 members 
Mstep: Class 14 contains 46315 members 
Mstep: Class 15 contains 13108 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 39994 members 
Mstep: Class 18 contains 57856 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1580 members 
Mstep: Class 22 contains 343361 members 
Mstep: Class 23 contains 21558 members 
Mstep: Class 24 contains 30381 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19019 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13352 members 
Mstep: Class 31 contains 8426 members 
Mstep: Class 32 contains 5523 members 
Mstep: Class 33 contains 11906 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30715 members 
Mstep: Class 38 contains 14077 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3072 members 
Mstep: Class 41 contains 4756 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7862 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6612 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925112.000000 Penalty: 161184.531250
Iteration 175Q: 48 clusters Score -1.109251e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15178 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 103459 members 
Mstep: Class 14 contains 46314 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40013 members 
Mstep: Class 18 contains 57737 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1580 members 
Mstep: Class 22 contains 343494 members 
Mstep: Class 23 contains 21569 members 
Mstep: Class 24 contains 30390 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19023 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13355 members 
Mstep: Class 31 contains 8428 members 
Mstep: Class 32 contains 5522 members 
Mstep: Class 33 contains 11905 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30706 members 
Mstep: Class 38 contains 14080 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3077 members 
Mstep: Class 41 contains 4755 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7883 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6626 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925152.000000 Penalty: 161184.531250
Iteration 176Q: 48 clusters Score -1.109252e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15176 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 6025 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109249 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 103421 members 
Mstep: Class 14 contains 46318 members 
Mstep: Class 15 contains 13019 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40022 members 
Mstep: Class 18 contains 57625 members 
Mstep: Class 19 contains 16612 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1581 members 
Mstep: Class 22 contains 343589 members 
Mstep: Class 23 contains 21573 members 
Mstep: Class 24 contains 30404 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19037 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13352 members 
Mstep: Class 31 contains 8433 members 
Mstep: Class 32 contains 5522 members 
Mstep: Class 33 contains 11906 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30704 members 
Mstep: Class 38 contains 14085 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 4755 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7899 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6643 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924976.000000 Penalty: 161184.531250
Iteration 177Q: 48 clusters Score -1.10925e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15172 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5994 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109253 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 103379 members 
Mstep: Class 14 contains 46323 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40033 members 
Mstep: Class 18 contains 57521 members 
Mstep: Class 19 contains 16619 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 343700 members 
Mstep: Class 23 contains 21578 members 
Mstep: Class 24 contains 30415 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 2965 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19050 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8434 members 
Mstep: Class 32 contains 5521 members 
Mstep: Class 33 contains 11906 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30693 members 
Mstep: Class 38 contains 14086 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 3084 members 
Mstep: Class 41 contains 4756 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7915 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925032.000000 Penalty: 161184.531250
Iteration 178Q: 48 clusters Score -1.10925e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15171 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5969 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 109258 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 103351 members 
Mstep: Class 14 contains 46329 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40055 members 
Mstep: Class 18 contains 57422 members 
Mstep: Class 19 contains 16622 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1583 members 
Mstep: Class 22 contains 343768 members 
Mstep: Class 23 contains 21590 members 
Mstep: Class 24 contains 30425 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19062 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8434 members 
Mstep: Class 32 contains 5517 members 
Mstep: Class 33 contains 11908 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30684 members 
Mstep: Class 38 contains 14088 members 
Mstep: Class 39 contains 2542 members 
Mstep: Class 40 contains 3088 members 
Mstep: Class 41 contains 4757 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7926 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6674 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924872.000000 Penalty: 161184.531250
Iteration 179Q: 48 clusters Score -1.109249e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15169 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5945 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109257 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 103300 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40080 members 
Mstep: Class 18 contains 57323 members 
Mstep: Class 19 contains 16621 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1583 members 
Mstep: Class 22 contains 343844 members 
Mstep: Class 23 contains 21609 members 
Mstep: Class 24 contains 30443 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 2998 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19082 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8432 members 
Mstep: Class 32 contains 5514 members 
Mstep: Class 33 contains 11908 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30678 members 
Mstep: Class 38 contains 14089 members 
Mstep: Class 39 contains 2542 members 
Mstep: Class 40 contains 3091 members 
Mstep: Class 41 contains 4755 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7939 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 478 members 
Mstep: Class 46 contains 6690 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925016.000000 Penalty: 161184.531250
Iteration 180F: 48 clusters Score -1.10925e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15168 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5919 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 109255 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 103262 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 15 contains 12869 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40103 members 
Mstep: Class 18 contains 57251 members 
Mstep: Class 19 contains 16621 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1583 members 
Mstep: Class 22 contains 343889 members 
Mstep: Class 23 contains 21614 members 
Mstep: Class 24 contains 30455 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 3008 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19100 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8435 members 
Mstep: Class 32 contains 5513 members 
Mstep: Class 33 contains 11908 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30673 members 
Mstep: Class 38 contains 14088 members 
Mstep: Class 39 contains 2542 members 
Mstep: Class 40 contains 3091 members 
Mstep: Class 41 contains 4754 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7955 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6705 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925032.000000 Penalty: 161184.531250
Iteration 181Q: 48 clusters Score -1.10925e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5893 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109256 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 103225 members 
Mstep: Class 14 contains 46363 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40118 members 
Mstep: Class 18 contains 57169 members 
Mstep: Class 19 contains 16622 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1584 members 
Mstep: Class 22 contains 343974 members 
Mstep: Class 23 contains 21623 members 
Mstep: Class 24 contains 30467 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 3017 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19109 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13350 members 
Mstep: Class 31 contains 8436 members 
Mstep: Class 32 contains 5506 members 
Mstep: Class 33 contains 11908 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30666 members 
Mstep: Class 38 contains 14088 members 
Mstep: Class 39 contains 2543 members 
Mstep: Class 40 contains 3093 members 
Mstep: Class 41 contains 4751 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7966 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6716 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925008.000000 Penalty: 161184.531250
Iteration 182Q: 48 clusters Score -1.10925e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 109258 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 103174 members 
Mstep: Class 14 contains 46373 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40136 members 
Mstep: Class 18 contains 57092 members 
Mstep: Class 19 contains 16623 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1585 members 
Mstep: Class 22 contains 344036 members 
Mstep: Class 23 contains 21625 members 
Mstep: Class 24 contains 30480 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 3029 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19120 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13350 members 
Mstep: Class 31 contains 8436 members 
Mstep: Class 32 contains 5504 members 
Mstep: Class 33 contains 11908 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 30659 members 
Mstep: Class 38 contains 14091 members 
Mstep: Class 39 contains 2543 members 
Mstep: Class 40 contains 3095 members 
Mstep: Class 41 contains 4750 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7982 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6739 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924808.000000 Penalty: 161184.531250
Iteration 183Q: 48 clusters Score -1.109248e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 109259 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 103122 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 12790 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40155 members 
Mstep: Class 18 contains 57002 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 344109 members 
Mstep: Class 23 contains 21635 members 
Mstep: Class 24 contains 30490 members 
Mstep: Class 25 contains 3186 members 
Mstep: Class 26 contains 3038 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8436 members 
Mstep: Class 32 contains 5503 members 
Mstep: Class 33 contains 11912 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14095 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 3097 members 
Mstep: Class 41 contains 4750 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7991 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6762 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924872.000000 Penalty: 161184.531250
Iteration 184Q: 48 clusters Score -1.109249e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 109256 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 103066 members 
Mstep: Class 14 contains 46396 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40167 members 
Mstep: Class 18 contains 56921 members 
Mstep: Class 19 contains 16626 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 344185 members 
Mstep: Class 23 contains 21638 members 
Mstep: Class 24 contains 30503 members 
Mstep: Class 25 contains 3187 members 
Mstep: Class 26 contains 3044 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19139 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13352 members 
Mstep: Class 31 contains 8438 members 
Mstep: Class 32 contains 5502 members 
Mstep: Class 33 contains 11913 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30653 members 
Mstep: Class 38 contains 14098 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 3100 members 
Mstep: Class 41 contains 4751 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 7999 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6787 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924976.000000 Penalty: 161184.531250
Iteration 185Q: 48 clusters Score -1.10925e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5797 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 109253 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 103024 members 
Mstep: Class 14 contains 46413 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40181 members 
Mstep: Class 18 contains 56839 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 344234 members 
Mstep: Class 23 contains 21647 members 
Mstep: Class 24 contains 30510 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 3049 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19150 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13354 members 
Mstep: Class 31 contains 8440 members 
Mstep: Class 32 contains 5500 members 
Mstep: Class 33 contains 11914 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30652 members 
Mstep: Class 38 contains 14102 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3102 members 
Mstep: Class 41 contains 4750 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8006 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6809 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925024.000000 Penalty: 161184.531250
Iteration 186Q: 48 clusters Score -1.10925e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15163 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109254 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102986 members 
Mstep: Class 14 contains 46428 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40203 members 
Mstep: Class 18 contains 56780 members 
Mstep: Class 19 contains 16635 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 344259 members 
Mstep: Class 23 contains 21652 members 
Mstep: Class 24 contains 30513 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 3055 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19158 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13355 members 
Mstep: Class 31 contains 8442 members 
Mstep: Class 32 contains 5497 members 
Mstep: Class 33 contains 11914 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14102 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3104 members 
Mstep: Class 41 contains 4746 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8013 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6827 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924992.000000 Penalty: 161184.531250
Iteration 187Q: 48 clusters Score -1.10925e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109251 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102958 members 
Mstep: Class 14 contains 46438 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40228 members 
Mstep: Class 18 contains 56730 members 
Mstep: Class 19 contains 16636 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 344281 members 
Mstep: Class 23 contains 21658 members 
Mstep: Class 24 contains 30521 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 3061 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19166 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13356 members 
Mstep: Class 31 contains 8439 members 
Mstep: Class 32 contains 5495 members 
Mstep: Class 33 contains 11915 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30659 members 
Mstep: Class 38 contains 14102 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3106 members 
Mstep: Class 41 contains 4745 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8019 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6846 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925032.000000 Penalty: 161184.531250
Iteration 188Q: 48 clusters Score -1.10925e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102924 members 
Mstep: Class 14 contains 46450 members 
Mstep: Class 15 contains 12712 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40252 members 
Mstep: Class 18 contains 56671 members 
Mstep: Class 19 contains 16638 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 344315 members 
Mstep: Class 23 contains 21658 members 
Mstep: Class 24 contains 30530 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19174 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13356 members 
Mstep: Class 31 contains 8444 members 
Mstep: Class 32 contains 5495 members 
Mstep: Class 33 contains 11914 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30662 members 
Mstep: Class 38 contains 14106 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3106 members 
Mstep: Class 41 contains 4745 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8027 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6864 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925024.000000 Penalty: 161184.531250
Iteration 189Q: 48 clusters Score -1.10925e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102888 members 
Mstep: Class 14 contains 46453 members 
Mstep: Class 15 contains 12695 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40276 members 
Mstep: Class 18 contains 56612 members 
Mstep: Class 19 contains 16635 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1590 members 
Mstep: Class 22 contains 344373 members 
Mstep: Class 23 contains 21661 members 
Mstep: Class 24 contains 30537 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 3074 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19177 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13356 members 
Mstep: Class 31 contains 8444 members 
Mstep: Class 32 contains 5495 members 
Mstep: Class 33 contains 11914 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30662 members 
Mstep: Class 38 contains 14111 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3108 members 
Mstep: Class 41 contains 4744 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8032 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6882 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925056.000000 Penalty: 161184.531250
Iteration 190Q: 48 clusters Score -1.109251e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5659 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102859 members 
Mstep: Class 14 contains 46458 members 
Mstep: Class 15 contains 12686 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40291 members 
Mstep: Class 18 contains 56549 members 
Mstep: Class 19 contains 16638 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344436 members 
Mstep: Class 23 contains 21665 members 
Mstep: Class 24 contains 30539 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 3074 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19185 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13357 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 5495 members 
Mstep: Class 33 contains 11913 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30652 members 
Mstep: Class 38 contains 14113 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3110 members 
Mstep: Class 41 contains 4745 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8035 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925112.000000 Penalty: 161184.531250
Iteration 191Q: 48 clusters Score -1.109251e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109249 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102828 members 
Mstep: Class 14 contains 46469 members 
Mstep: Class 15 contains 12678 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40315 members 
Mstep: Class 18 contains 56501 members 
Mstep: Class 19 contains 16640 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344480 members 
Mstep: Class 23 contains 21669 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19193 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13356 members 
Mstep: Class 31 contains 8446 members 
Mstep: Class 32 contains 5494 members 
Mstep: Class 33 contains 11913 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 30645 members 
Mstep: Class 38 contains 14113 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3113 members 
Mstep: Class 41 contains 4746 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8039 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925232.000000 Penalty: 161184.531250
Iteration 192Q: 48 clusters Score -1.109252e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109249 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102798 members 
Mstep: Class 14 contains 46481 members 
Mstep: Class 15 contains 12668 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40337 members 
Mstep: Class 18 contains 56444 members 
Mstep: Class 19 contains 16644 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344530 members 
Mstep: Class 23 contains 21677 members 
Mstep: Class 24 contains 30544 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3073 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19195 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13353 members 
Mstep: Class 31 contains 8443 members 
Mstep: Class 32 contains 5492 members 
Mstep: Class 33 contains 11914 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6367 members 
Mstep: Class 37 contains 30641 members 
Mstep: Class 38 contains 14113 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3118 members 
Mstep: Class 41 contains 4748 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8042 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6922 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925432.000000 Penalty: 161184.531250
Iteration 193Q: 48 clusters Score -1.109254e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109249 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102767 members 
Mstep: Class 14 contains 46493 members 
Mstep: Class 15 contains 12660 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40354 members 
Mstep: Class 18 contains 56383 members 
Mstep: Class 19 contains 16655 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344578 members 
Mstep: Class 23 contains 21681 members 
Mstep: Class 24 contains 30545 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3074 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19200 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8442 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6368 members 
Mstep: Class 37 contains 30634 members 
Mstep: Class 38 contains 14115 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3124 members 
Mstep: Class 41 contains 4748 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6932 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925400.000000 Penalty: 161184.531250
Iteration 194Q: 48 clusters Score -1.109254e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109245 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102740 members 
Mstep: Class 14 contains 46496 members 
Mstep: Class 15 contains 12658 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40372 members 
Mstep: Class 18 contains 56320 members 
Mstep: Class 19 contains 16660 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344639 members 
Mstep: Class 23 contains 21682 members 
Mstep: Class 24 contains 30546 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3077 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19205 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13352 members 
Mstep: Class 31 contains 8440 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6368 members 
Mstep: Class 37 contains 30631 members 
Mstep: Class 38 contains 14118 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3128 members 
Mstep: Class 41 contains 4746 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8053 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6940 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925256.000000 Penalty: 161184.531250
Iteration 195Q: 48 clusters Score -1.109253e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109242 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102694 members 
Mstep: Class 14 contains 46503 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40385 members 
Mstep: Class 18 contains 56264 members 
Mstep: Class 19 contains 16662 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344703 members 
Mstep: Class 23 contains 21687 members 
Mstep: Class 24 contains 30549 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19213 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 8442 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6369 members 
Mstep: Class 37 contains 30627 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4742 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8060 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6949 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925400.000000 Penalty: 161184.531250
Iteration 196Q: 48 clusters Score -1.109254e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15157 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109242 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102656 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40398 members 
Mstep: Class 18 contains 56199 members 
Mstep: Class 19 contains 16662 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344778 members 
Mstep: Class 23 contains 21693 members 
Mstep: Class 24 contains 30550 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19218 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13350 members 
Mstep: Class 31 contains 8444 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 30631 members 
Mstep: Class 38 contains 14125 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4740 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8063 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6957 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925424.000000 Penalty: 161184.531250
Iteration 197Q: 48 clusters Score -1.109254e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15157 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109236 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102631 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40412 members 
Mstep: Class 18 contains 56149 members 
Mstep: Class 19 contains 16665 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344835 members 
Mstep: Class 23 contains 21695 members 
Mstep: Class 24 contains 30552 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19227 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8446 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6372 members 
Mstep: Class 37 contains 30636 members 
Mstep: Class 38 contains 14128 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4739 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8066 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6964 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925368.000000 Penalty: 161184.531250
Iteration 198Q: 48 clusters Score -1.109254e+08 nChanged 242
Entering ConstructFrom: 
Score: -110925368.000000 Penalty: 161184.531250
Entering ConstructFrom: 
Trying to split cluster 1 (33427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Entering Unmasked Estep 
Score: -3826010.750000 Penalty: 2583.445557
	Iteration 0F: 2 clusters Score -3826011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3803279.750000 Penalty: 5166.891113
	Iteration 0F: 3 clusters Score -3803280 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3811498.000000 Penalty: 5166.891113
	Iteration 1F: 3 clusters Score -3811498 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3812000.000000 Penalty: 5166.891113
	Iteration 2Q: 3 clusters Score -3812000 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3812626.500000 Penalty: 5166.891113
	Iteration 3Q: 3 clusters Score -3812626 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3813497.750000 Penalty: 5166.891113
	Iteration 4F: 3 clusters Score -3813498 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3814792.250000 Penalty: 5166.891113
	Iteration 5F: 3 clusters Score -3814792 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3816630.250000 Penalty: 5166.891113
	Iteration 6F: 3 clusters Score -3816630 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3818904.500000 Penalty: 5166.891113
	Iteration 7F: 3 clusters Score -3818904 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3820987.500000 Penalty: 5166.891113
	Iteration 8F: 3 clusters Score -3820988 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3822340.000000 Penalty: 5166.891113
	Iteration 9Q: 3 clusters Score -3822340 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3823123.250000 Penalty: 5166.891113
	Iteration 10Q: 3 clusters Score -3823123 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3823596.500000 Penalty: 5166.891113
	Iteration 11Q: 3 clusters Score -3823596 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3823877.750000 Penalty: 5166.891113
	Iteration 12Q: 3 clusters Score -3823878 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3824052.000000 Penalty: 5166.891113
	Iteration 13Q: 3 clusters Score -3824052 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3824172.000000 Penalty: 5166.891113
	Iteration 14Q: 3 clusters Score -3824172 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3824251.250000 Penalty: 5166.891113
	Iteration 15Q: 3 clusters Score -3824251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3824297.250000 Penalty: 5166.891113
	Iteration 16Q: 3 clusters Score -3824297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3824340.750000 Penalty: 5166.891113
	Iteration 17Q: 3 clusters Score -3824341 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3824364.000000 Penalty: 5166.891113
	Iteration 18Q: 3 clusters Score -3824364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3824377.500000 Penalty: 5166.891113
	Iteration 19Q: 3 clusters Score -3824378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3824389.750000 Penalty: 5166.891113
	Iteration 20F: 3 clusters Score -3824390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3824389.750000 Penalty: 5166.891113
	Iteration 21Q: 3 clusters Score -3824390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3824400.500000 Penalty: 5166.891113
	Iteration 22Q: 3 clusters Score -3824400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3824401.750000 Penalty: 5166.891113
	Iteration 23Q: 3 clusters Score -3824402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3824400.750000 Penalty: 5166.891113
	Iteration 24Q: 3 clusters Score -3824401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3824403.500000 Penalty: 5166.891113
	Iteration 25Q: 3 clusters Score -3824404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3824407.250000 Penalty: 5166.891113
	Iteration 26Q: 3 clusters Score -3824407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3824404.500000 Penalty: 5166.891113
	Iteration 27Q: 3 clusters Score -3824404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3824404.750000 Penalty: 5166.891113
	Iteration 28Q: 3 clusters Score -3824405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3824409.500000 Penalty: 5166.891113
	Iteration 29Q: 3 clusters Score -3824410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3824417.750000 Penalty: 5166.891113
	Iteration 30Q: 3 clusters Score -3824418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3824415.750000 Penalty: 5166.891113
	Iteration 31Q: 3 clusters Score -3824416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -3824415.000000 Penalty: 5166.891113
	Iteration 32Q: 3 clusters Score -3824415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3824417.500000 Penalty: 5166.891113
	Iteration 33Q: 3 clusters Score -3824418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3824417.750000 Penalty: 5166.891113
	Iteration 34Q: 3 clusters Score -3824418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3824422.750000 Penalty: 5166.891113
	Iteration 35Q: 3 clusters Score -3824423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3824418.250000 Penalty: 5166.891113
	Iteration 36Q: 3 clusters Score -3824418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3824417.500000 Penalty: 5166.891113
	Iteration 37Q: 3 clusters Score -3824418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3824417.000000 Penalty: 5166.891113
	Iteration 38Q: 3 clusters Score -3824417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3824423.500000 Penalty: 5166.891113
	Iteration 39Q: 3 clusters Score -3824424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3824422.500000 Penalty: 5166.891113
	Iteration 40F: 3 clusters Score -3824422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3824422.750000 Penalty: 5166.891113
	Iteration 41Q: 3 clusters Score -3824423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3824424.250000 Penalty: 5166.891113
	Iteration 42Q: 3 clusters Score -3824424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3824422.000000 Penalty: 5166.891113
	Iteration 43Q: 3 clusters Score -3824422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3824422.500000 Penalty: 5166.891113
	Iteration 44Q: 3 clusters Score -3824422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3824423.250000 Penalty: 5166.891113
	Iteration 45Q: 3 clusters Score -3824423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3824420.250000 Penalty: 5166.891113
	Iteration 46Q: 3 clusters Score -3824420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3824420.250000 Penalty: 5166.891113
	Iteration 47F: 3 clusters Score -3824420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -924124.937500 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -924124.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -917518.125000 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -917518.1 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -919367.687500 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -919367.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -919729.187500 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -919729.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -920021.812500 Penalty: 4477.460938
	Iteration 3F: 3 clusters Score -920021.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -920261.562500 Penalty: 4477.460938
	Iteration 4F: 3 clusters Score -920261.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -920483.750000 Penalty: 4477.460938
	Iteration 5Q: 3 clusters Score -920483.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -920702.625000 Penalty: 4477.460938
	Iteration 6Q: 3 clusters Score -920702.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -920957.750000 Penalty: 4477.460938
	Iteration 7Q: 3 clusters Score -920957.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -921188.250000 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -921188.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -921404.375000 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -921404.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -921589.000000 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -921589 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -921770.250000 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -921770.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -921912.187500 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -921912.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -922023.375000 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -922023.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -922108.687500 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -922108.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -922172.937500 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -922172.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -922223.687500 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -922223.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -922263.125000 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -922263.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -922288.625000 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -922288.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -922318.562500 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -922318.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -922330.250000 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -922330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -922336.500000 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -922336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -922342.687500 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -922342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -922350.312500 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -922350.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -922356.687500 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -922356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -922360.125000 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -922360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -922361.562500 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -922361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -922361.625000 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -922361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -922362.062500 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -922362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -922362.062500 Penalty: 4477.460938
	Iteration 29F: 3 clusters Score -922362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54283.152344 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -54283.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52783.457031 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -52783.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52972.683594 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -52972.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53046.167969 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -53046.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53084.734375 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -53084.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53132.359375 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -53132.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53175.730469 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -53175.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53219.656250 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -53219.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53244.875000 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -53244.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53259.746094 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -53259.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53274.781250 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -53274.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53291.867188 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -53291.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53291.867188 Penalty: 3117.854980
	Iteration 11F: 3 clusters Score -53291.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -129716.984375 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -129717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127639.156250 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -127639.2 nChanged 297
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: -127927.351562 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -127927.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128024.843750 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -128024.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -128084.867188 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -128084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128111.625000 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -128111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128117.968750 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -128118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128119.632812 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -128119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128121.375000 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -128121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128121.375000 Penalty: 3508.761963
	Iteration 8F: 3 clusters Score -128121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Entering Unmasked Estep 
Score: -1684075.250000 Penalty: 2387.318359
	Iteration 0F: 2 clusters Score -1684075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1673044.000000 Penalty: 4774.636719
	Iteration 0F: 3 clusters Score -1673044 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1676546.125000 Penalty: 4774.636719
	Iteration 1F: 3 clusters Score -1676546 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1676922.000000 Penalty: 4774.636719
	Iteration 2F: 3 clusters Score -1676922 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1677275.875000 Penalty: 4774.636719
	Iteration 3Q: 3 clusters Score -1677276 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1677649.375000 Penalty: 4774.636719
	Iteration 4Q: 3 clusters Score -1677649 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1678038.500000 Penalty: 4774.636719
	Iteration 5Q: 3 clusters Score -1678038 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1678382.375000 Penalty: 4774.636719
	Iteration 6Q: 3 clusters Score -1678382 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1678723.250000 Penalty: 4774.636719
	Iteration 7Q: 3 clusters Score -1678723 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1679050.625000 Penalty: 4774.636719
	Iteration 8Q: 3 clusters Score -1679051 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1679394.125000 Penalty: 4774.636719
	Iteration 9Q: 3 clusters Score -1679394 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1679789.375000 Penalty: 4774.636719
	Iteration 10Q: 3 clusters Score -1679789 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1680170.750000 Penalty: 4774.636719
	Iteration 11Q: 3 clusters Score -1680171 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1680548.625000 Penalty: 4774.636719
	Iteration 12Q: 3 clusters Score -1680549 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1680882.750000 Penalty: 4774.636719
	Iteration 13Q: 3 clusters Score -1680883 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1681123.125000 Penalty: 4774.636719
	Iteration 14Q: 3 clusters Score -1681123 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1681316.500000 Penalty: 4774.636719
	Iteration 15Q: 3 clusters Score -1681316 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1681442.500000 Penalty: 4774.636719
	Iteration 16Q: 3 clusters Score -1681442 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1681546.125000 Penalty: 4774.636719
	Iteration 17Q: 3 clusters Score -1681546 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1681598.125000 Penalty: 4774.636719
	Iteration 18Q: 3 clusters Score -1681598 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1681638.375000 Penalty: 4774.636719
	Iteration 19Q: 3 clusters Score -1681638 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1681663.250000 Penalty: 4774.636719
	Iteration 20F: 3 clusters Score -1681663 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1681680.625000 Penalty: 4774.636719
	Iteration 21Q: 3 clusters Score -1681681 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1681693.375000 Penalty: 4774.636719
	Iteration 22Q: 3 clusters Score -1681693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1681697.750000 Penalty: 4774.636719
	Iteration 23Q: 3 clusters Score -1681698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1681704.375000 Penalty: 4774.636719
	Iteration 24Q: 3 clusters Score -1681704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1681705.125000 Penalty: 4774.636719
	Iteration 25Q: 3 clusters Score -1681705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1681703.750000 Penalty: 4774.636719
	Iteration 26Q: 3 clusters Score -1681704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1681709.000000 Penalty: 4774.636719
	Iteration 27Q: 3 clusters Score -1681709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1681707.125000 Penalty: 4774.636719
	Iteration 28Q: 3 clusters Score -1681707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1681717.625000 Penalty: 4774.636719
	Iteration 29Q: 3 clusters Score -1681718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1681723.625000 Penalty: 4774.636719
	Iteration 30Q: 3 clusters Score -1681724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1681721.125000 Penalty: 4774.636719
	Iteration 31Q: 3 clusters Score -1681721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1681720.750000 Penalty: 4774.636719
	Iteration 32Q: 3 clusters Score -1681721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1681722.125000 Penalty: 4774.636719
	Iteration 33Q: 3 clusters Score -1681722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1681720.625000 Penalty: 4774.636719
	Iteration 34Q: 3 clusters Score -1681721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1681722.125000 Penalty: 4774.636719
	Iteration 35Q: 3 clusters Score -1681722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1681720.625000 Penalty: 4774.636719
	Iteration 36Q: 3 clusters Score -1681721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1681721.625000 Penalty: 4774.636719
	Iteration 37Q: 3 clusters Score -1681722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1681721.625000 Penalty: 4774.636719
	Iteration 38Q: 3 clusters Score -1681722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1681721.625000 Penalty: 4774.636719
	Iteration 39F: 3 clusters Score -1681722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -146287.218750 Penalty: 1800.609619
	Iteration 0F: 2 clusters Score -146287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -144149.031250 Penalty: 3601.219238
	Iteration 0F: 3 clusters Score -144149 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144562.906250 Penalty: 3601.219238
	Iteration 1F: 3 clusters Score -144562.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -144684.515625 Penalty: 3601.219238
	Iteration 2F: 3 clusters Score -144684.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144762.656250 Penalty: 3601.219238
	Iteration 3Q: 3 clusters Score -144762.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -144816.046875 Penalty: 3601.219238
	Iteration 4Q: 3 clusters Score -144816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -144845.812500 Penalty: 3601.219238
	Iteration 5Q: 3 clusters Score -144845.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144859.281250 Penalty: 3601.219238
	Iteration 6Q: 3 clusters Score -144859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144867.140625 Penalty: 3601.219238
	Iteration 7Q: 3 clusters Score -144867.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -144875.812500 Penalty: 3601.219238
	Iteration 8Q: 3 clusters Score -144875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -144886.937500 Penalty: 3601.219238
	Iteration 9Q: 3 clusters Score -144886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -144897.843750 Penalty: 3601.219238
	Iteration 10Q: 3 clusters Score -144897.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -144905.515625 Penalty: 3601.219238
	Iteration 11Q: 3 clusters Score -144905.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144913.328125 Penalty: 3601.219238
	Iteration 12Q: 3 clusters Score -144913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144921.968750 Penalty: 3601.219238
	Iteration 13Q: 3 clusters Score -144922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -144926.828125 Penalty: 3601.219238
	Iteration 14Q: 3 clusters Score -144926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144937.515625 Penalty: 3601.219238
	Iteration 15Q: 3 clusters Score -144937.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144960.734375 Penalty: 3601.219238
	Iteration 16Q: 3 clusters Score -144960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -144994.859375 Penalty: 3601.219238
	Iteration 17Q: 3 clusters Score -144994.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145011.734375 Penalty: 3601.219238
	Iteration 18Q: 3 clusters Score -145011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -145021.296875 Penalty: 3601.219238
	Iteration 19Q: 3 clusters Score -145021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145034.750000 Penalty: 3601.219238
	Iteration 20F: 3 clusters Score -145034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -145046.046875 Penalty: 3601.219238
	Iteration 21Q: 3 clusters Score -145046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145051.656250 Penalty: 3601.219238
	Iteration 22Q: 3 clusters Score -145051.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -145061.031250 Penalty: 3601.219238
	Iteration 23Q: 3 clusters Score -145061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -145072.062500 Penalty: 3601.219238
	Iteration 24Q: 3 clusters Score -145072.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -145082.859375 Penalty: 3601.219238
	Iteration 25Q: 3 clusters Score -145082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -145087.343750 Penalty: 3601.219238
	Iteration 26Q: 3 clusters Score -145087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -145093.265625 Penalty: 3601.219238
	Iteration 27Q: 3 clusters Score -145093.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -145103.218750 Penalty: 3601.219238
	Iteration 28Q: 3 clusters Score -145103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -145114.609375 Penalty: 3601.219238
	Iteration 29Q: 3 clusters Score -145114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -145130.156250 Penalty: 3601.219238
	Iteration 30Q: 3 clusters Score -145130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -145136.109375 Penalty: 3601.219238
	Iteration 31Q: 3 clusters Score -145136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -145140.015625 Penalty: 3601.219238
	Iteration 32Q: 3 clusters Score -145140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -145144.828125 Penalty: 3601.219238
	Iteration 33Q: 3 clusters Score -145144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -145147.218750 Penalty: 3601.219238
	Iteration 34Q: 3 clusters Score -145147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -145150.343750 Penalty: 3601.219238
	Iteration 35Q: 3 clusters Score -145150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -145154.437500 Penalty: 3601.219238
	Iteration 36Q: 3 clusters Score -145154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -145156.359375 Penalty: 3601.219238
	Iteration 37Q: 3 clusters Score -145156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -145162.781250 Penalty: 3601.219238
	Iteration 38Q: 3 clusters Score -145162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -145166.875000 Penalty: 3601.219238
	Iteration 39Q: 3 clusters Score -145166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -145166.875000 Penalty: 3601.219238
	Iteration 40F: 3 clusters Score -145166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -46678.449219 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -46678.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45176.804688 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -45176.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45571.875000 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -45571.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45978.875000 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -45978.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46183.679688 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -46183.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46351.273438 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -46351.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46465.027344 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -46465.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46644.460938 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -46644.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46720.890625 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -46720.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46747.390625 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -46747.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46821.312500 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -46821.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46957.933594 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -46957.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47065.312500 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -47065.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47074.562500 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -47074.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47078.890625 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -47078.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47084.449219 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -47084.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47086.320312 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -47086.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47087.609375 Penalty: 3144.818115
	Iteration 16F: 3 clusters Score -47087.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47095.066406 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -47095.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47098.882812 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -47098.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47103.601562 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -47103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47107.476562 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -47107.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47109.714844 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -47109.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47112.328125 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -47112.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47126.000000 Penalty: 3144.818115
	Iteration 23Q: 3 clusters Score -47126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47128.855469 Penalty: 3144.818115
	Iteration 24Q: 3 clusters Score -47128.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47128.855469 Penalty: 3144.818115
	Iteration 25F: 3 clusters Score -47128.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102613 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40423 members 
Mstep: Class 18 contains 56076 members 
Mstep: Class 19 contains 16666 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344922 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30552 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19233 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30633 members 
Mstep: Class 38 contains 14132 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4738 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6970 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 149 members 
Entering Unmasked Estep 
Score: -110924352.000000 Penalty: 164614.000000
Splitting cluster 7 changes total score from -110925368.000000 to -110924352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Entering Unmasked Estep 
Score: -590468.937500 Penalty: 2133.954346
	Iteration 0F: 2 clusters Score -590468.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -585610.187500 Penalty: 4267.908691
	Iteration 0F: 3 clusters Score -585610.2 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -586921.750000 Penalty: 4267.908691
	Iteration 1F: 3 clusters Score -586921.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -587306.375000 Penalty: 4267.908691
	Iteration 2F: 3 clusters Score -587306.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -587555.437500 Penalty: 4267.908691
	Iteration 3F: 3 clusters Score -587555.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -587814.000000 Penalty: 4267.908691
	Iteration 4F: 3 clusters Score -587814 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -588037.937500 Penalty: 4267.908691
	Iteration 5F: 3 clusters Score -588037.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -588226.750000 Penalty: 4267.908691
	Iteration 6F: 3 clusters Score -588226.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -588397.812500 Penalty: 4267.908691
	Iteration 7Q: 3 clusters Score -588397.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -588540.875000 Penalty: 4267.908691
	Iteration 8Q: 3 clusters Score -588540.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -588651.125000 Penalty: 4267.908691
	Iteration 9Q: 3 clusters Score -588651.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -588743.000000 Penalty: 4267.908691
	Iteration 10Q: 3 clusters Score -588743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -588818.812500 Penalty: 4267.908691
	Iteration 11Q: 3 clusters Score -588818.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -588867.437500 Penalty: 4267.908691
	Iteration 12Q: 3 clusters Score -588867.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -588913.187500 Penalty: 4267.908691
	Iteration 13Q: 3 clusters Score -588913.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -588940.812500 Penalty: 4267.908691
	Iteration 14Q: 3 clusters Score -588940.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -588957.000000 Penalty: 4267.908691
	Iteration 15Q: 3 clusters Score -588957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -588970.312500 Penalty: 4267.908691
	Iteration 16Q: 3 clusters Score -588970.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -588980.500000 Penalty: 4267.908691
	Iteration 17Q: 3 clusters Score -588980.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -588991.250000 Penalty: 4267.908691
	Iteration 18Q: 3 clusters Score -588991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -589001.875000 Penalty: 4267.908691
	Iteration 19Q: 3 clusters Score -589001.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -589013.187500 Penalty: 4267.908691
	Iteration 20F: 3 clusters Score -589013.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -589022.875000 Penalty: 4267.908691
	Iteration 21Q: 3 clusters Score -589022.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -589036.687500 Penalty: 4267.908691
	Iteration 22Q: 3 clusters Score -589036.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -589049.500000 Penalty: 4267.908691
	Iteration 23Q: 3 clusters Score -589049.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -589061.812500 Penalty: 4267.908691
	Iteration 24Q: 3 clusters Score -589061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -589069.375000 Penalty: 4267.908691
	Iteration 25Q: 3 clusters Score -589069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -589074.437500 Penalty: 4267.908691
	Iteration 26Q: 3 clusters Score -589074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -589080.375000 Penalty: 4267.908691
	Iteration 27Q: 3 clusters Score -589080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -589086.250000 Penalty: 4267.908691
	Iteration 28Q: 3 clusters Score -589086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -589090.687500 Penalty: 4267.908691
	Iteration 29Q: 3 clusters Score -589090.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -589098.375000 Penalty: 4267.908691
	Iteration 30Q: 3 clusters Score -589098.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -589106.562500 Penalty: 4267.908691
	Iteration 31Q: 3 clusters Score -589106.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -589111.937500 Penalty: 4267.908691
	Iteration 32Q: 3 clusters Score -589111.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -589118.312500 Penalty: 4267.908691
	Iteration 33Q: 3 clusters Score -589118.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -589127.625000 Penalty: 4267.908691
	Iteration 34Q: 3 clusters Score -589127.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -589136.375000 Penalty: 4267.908691
	Iteration 35Q: 3 clusters Score -589136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -589147.062500 Penalty: 4267.908691
	Iteration 36Q: 3 clusters Score -589147.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -589156.250000 Penalty: 4267.908691
	Iteration 37Q: 3 clusters Score -589156.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -589165.750000 Penalty: 4267.908691
	Iteration 38Q: 3 clusters Score -589165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -589172.250000 Penalty: 4267.908691
	Iteration 39Q: 3 clusters Score -589172.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -589179.062500 Penalty: 4267.908691
	Iteration 40F: 3 clusters Score -589179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -589183.187500 Penalty: 4267.908691
	Iteration 41Q: 3 clusters Score -589183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -589189.375000 Penalty: 4267.908691
	Iteration 42Q: 3 clusters Score -589189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -589192.000000 Penalty: 4267.908691
	Iteration 43Q: 3 clusters Score -589192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -589197.000000 Penalty: 4267.908691
	Iteration 44Q: 3 clusters Score -589197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -589198.125000 Penalty: 4267.908691
	Iteration 45Q: 3 clusters Score -589198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -589200.375000 Penalty: 4267.908691
	Iteration 46Q: 3 clusters Score -589200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -589204.125000 Penalty: 4267.908691
	Iteration 47Q: 3 clusters Score -589204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -589208.437500 Penalty: 4267.908691
	Iteration 48Q: 3 clusters Score -589208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -589213.062500 Penalty: 4267.908691
	Iteration 49Q: 3 clusters Score -589213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -589217.125000 Penalty: 4267.908691
	Iteration 50Q: 3 clusters Score -589217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -589221.562500 Penalty: 4267.908691
	Iteration 51Q: 3 clusters Score -589221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -589224.375000 Penalty: 4267.908691
	Iteration 52Q: 3 clusters Score -589224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -589227.875000 Penalty: 4267.908691
	Iteration 53Q: 3 clusters Score -589227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -589231.562500 Penalty: 4267.908691
	Iteration 54Q: 3 clusters Score -589231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -589233.687500 Penalty: 4267.908691
	Iteration 55Q: 3 clusters Score -589233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -589238.625000 Penalty: 4267.908691
	Iteration 56Q: 3 clusters Score -589238.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -589243.875000 Penalty: 4267.908691
	Iteration 57Q: 3 clusters Score -589243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -589246.875000 Penalty: 4267.908691
	Iteration 58Q: 3 clusters Score -589246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -589249.875000 Penalty: 4267.908691
	Iteration 59Q: 3 clusters Score -589249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -589255.187500 Penalty: 4267.908691
	Iteration 60F: 3 clusters Score -589255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -589258.937500 Penalty: 4267.908691
	Iteration 61Q: 3 clusters Score -589258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -589264.125000 Penalty: 4267.908691
	Iteration 62Q: 3 clusters Score -589264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -589267.375000 Penalty: 4267.908691
	Iteration 63Q: 3 clusters Score -589267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -589272.812500 Penalty: 4267.908691
	Iteration 64Q: 3 clusters Score -589272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -589277.062500 Penalty: 4267.908691
	Iteration 65Q: 3 clusters Score -589277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -589281.437500 Penalty: 4267.908691
	Iteration 66Q: 3 clusters Score -589281.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -589288.125000 Penalty: 4267.908691
	Iteration 67Q: 3 clusters Score -589288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -589292.625000 Penalty: 4267.908691
	Iteration 68Q: 3 clusters Score -589292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -589296.687500 Penalty: 4267.908691
	Iteration 69Q: 3 clusters Score -589296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -589298.250000 Penalty: 4267.908691
	Iteration 70Q: 3 clusters Score -589298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -589298.125000 Penalty: 4267.908691
	Iteration 71Q: 3 clusters Score -589298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -589298.937500 Penalty: 4267.908691
	Iteration 72Q: 3 clusters Score -589298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -589299.812500 Penalty: 4267.908691
	Iteration 73Q: 3 clusters Score -589299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -589299.812500 Penalty: 4267.908691
	Iteration 74F: 3 clusters Score -589299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -613575.500000 Penalty: 2163.562988
	Iteration 0F: 2 clusters Score -613575.5 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 3071 members 
Entering Unmasked Estep 
Score: -608350.625000 Penalty: 4327.125977
	Iteration 0F: 3 clusters Score -608350.6 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -609897.250000 Penalty: 4327.125977
	Iteration 1F: 3 clusters Score -609897.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -610397.000000 Penalty: 4327.125977
	Iteration 2F: 3 clusters Score -610397 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -610803.250000 Penalty: 4327.125977
	Iteration 3F: 3 clusters Score -610803.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -611138.000000 Penalty: 4327.125977
	Iteration 4F: 3 clusters Score -611138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -611386.687500 Penalty: 4327.125977
	Iteration 5F: 3 clusters Score -611386.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -611580.437500 Penalty: 4327.125977
	Iteration 6Q: 3 clusters Score -611580.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -611697.437500 Penalty: 4327.125977
	Iteration 7Q: 3 clusters Score -611697.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -611772.812500 Penalty: 4327.125977
	Iteration 8Q: 3 clusters Score -611772.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -611836.750000 Penalty: 4327.125977
	Iteration 9Q: 3 clusters Score -611836.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -611884.750000 Penalty: 4327.125977
	Iteration 10Q: 3 clusters Score -611884.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -611918.875000 Penalty: 4327.125977
	Iteration 11Q: 3 clusters Score -611918.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -611947.125000 Penalty: 4327.125977
	Iteration 12Q: 3 clusters Score -611947.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -611971.625000 Penalty: 4327.125977
	Iteration 13Q: 3 clusters Score -611971.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -611992.000000 Penalty: 4327.125977
	Iteration 14Q: 3 clusters Score -611992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -612009.250000 Penalty: 4327.125977
	Iteration 15Q: 3 clusters Score -612009.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -612018.250000 Penalty: 4327.125977
	Iteration 16Q: 3 clusters Score -612018.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -612028.250000 Penalty: 4327.125977
	Iteration 17Q: 3 clusters Score -612028.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -612035.250000 Penalty: 4327.125977
	Iteration 18Q: 3 clusters Score -612035.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -612043.562500 Penalty: 4327.125977
	Iteration 19Q: 3 clusters Score -612043.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -612049.687500 Penalty: 4327.125977
	Iteration 20F: 3 clusters Score -612049.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -612052.312500 Penalty: 4327.125977
	Iteration 21Q: 3 clusters Score -612052.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -612056.875000 Penalty: 4327.125977
	Iteration 22Q: 3 clusters Score -612056.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -612058.562500 Penalty: 4327.125977
	Iteration 23Q: 3 clusters Score -612058.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -612061.812500 Penalty: 4327.125977
	Iteration 24Q: 3 clusters Score -612061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -612067.812500 Penalty: 4327.125977
	Iteration 25Q: 3 clusters Score -612067.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -612071.687500 Penalty: 4327.125977
	Iteration 26Q: 3 clusters Score -612071.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -612076.687500 Penalty: 4327.125977
	Iteration 27Q: 3 clusters Score -612076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -612082.000000 Penalty: 4327.125977
	Iteration 28Q: 3 clusters Score -612082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -612083.625000 Penalty: 4327.125977
	Iteration 29Q: 3 clusters Score -612083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -612087.000000 Penalty: 4327.125977
	Iteration 30Q: 3 clusters Score -612087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -612088.000000 Penalty: 4327.125977
	Iteration 31Q: 3 clusters Score -612088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -612090.062500 Penalty: 4327.125977
	Iteration 32Q: 3 clusters Score -612090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -612091.625000 Penalty: 4327.125977
	Iteration 33Q: 3 clusters Score -612091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -612093.437500 Penalty: 4327.125977
	Iteration 34Q: 3 clusters Score -612093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -612094.062500 Penalty: 4327.125977
	Iteration 35Q: 3 clusters Score -612094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -612094.625000 Penalty: 4327.125977
	Iteration 36Q: 3 clusters Score -612094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -612097.812500 Penalty: 4327.125977
	Iteration 37Q: 3 clusters Score -612097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -612098.125000 Penalty: 4327.125977
	Iteration 38Q: 3 clusters Score -612098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -612097.500000 Penalty: 4327.125977
	Iteration 39Q: 3 clusters Score -612097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -612097.500000 Penalty: 4327.125977
	Iteration 40F: 3 clusters Score -612097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -707484.000000 Penalty: 2171.930420
	Iteration 0F: 2 clusters Score -707484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -702109.187500 Penalty: 4343.860840
	Iteration 0F: 3 clusters Score -702109.2 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -703539.062500 Penalty: 4343.860840
	Iteration 1F: 3 clusters Score -703539.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -703817.562500 Penalty: 4343.860840
	Iteration 2F: 3 clusters Score -703817.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -703967.125000 Penalty: 4343.860840
	Iteration 3Q: 3 clusters Score -703967.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -704097.312500 Penalty: 4343.860840
	Iteration 4Q: 3 clusters Score -704097.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -704227.937500 Penalty: 4343.860840
	Iteration 5Q: 3 clusters Score -704227.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -704369.375000 Penalty: 4343.860840
	Iteration 6Q: 3 clusters Score -704369.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -704480.187500 Penalty: 4343.860840
	Iteration 7Q: 3 clusters Score -704480.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -704554.062500 Penalty: 4343.860840
	Iteration 8Q: 3 clusters Score -704554.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -704598.000000 Penalty: 4343.860840
	Iteration 9Q: 3 clusters Score -704598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -704631.000000 Penalty: 4343.860840
	Iteration 10Q: 3 clusters Score -704631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -704658.187500 Penalty: 4343.860840
	Iteration 11Q: 3 clusters Score -704658.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -704678.437500 Penalty: 4343.860840
	Iteration 12Q: 3 clusters Score -704678.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -704702.375000 Penalty: 4343.860840
	Iteration 13Q: 3 clusters Score -704702.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -704716.812500 Penalty: 4343.860840
	Iteration 14Q: 3 clusters Score -704716.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -704735.937500 Penalty: 4343.860840
	Iteration 15Q: 3 clusters Score -704735.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -704757.062500 Penalty: 4343.860840
	Iteration 16Q: 3 clusters Score -704757.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -704775.187500 Penalty: 4343.860840
	Iteration 17Q: 3 clusters Score -704775.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -704789.375000 Penalty: 4343.860840
	Iteration 18Q: 3 clusters Score -704789.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -704806.687500 Penalty: 4343.860840
	Iteration 19Q: 3 clusters Score -704806.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -704820.812500 Penalty: 4343.860840
	Iteration 20F: 3 clusters Score -704820.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -704836.125000 Penalty: 4343.860840
	Iteration 21Q: 3 clusters Score -704836.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -704859.312500 Penalty: 4343.860840
	Iteration 22Q: 3 clusters Score -704859.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -704882.062500 Penalty: 4343.860840
	Iteration 23Q: 3 clusters Score -704882.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -704900.750000 Penalty: 4343.860840
	Iteration 24Q: 3 clusters Score -704900.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -704923.750000 Penalty: 4343.860840
	Iteration 25Q: 3 clusters Score -704923.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -704945.750000 Penalty: 4343.860840
	Iteration 26Q: 3 clusters Score -704945.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -704972.187500 Penalty: 4343.860840
	Iteration 27Q: 3 clusters Score -704972.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -705003.312500 Penalty: 4343.860840
	Iteration 28Q: 3 clusters Score -705003.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -705032.750000 Penalty: 4343.860840
	Iteration 29Q: 3 clusters Score -705032.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -705063.875000 Penalty: 4343.860840
	Iteration 30Q: 3 clusters Score -705063.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -705102.375000 Penalty: 4343.860840
	Iteration 31Q: 3 clusters Score -705102.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -705135.000000 Penalty: 4343.860840
	Iteration 32Q: 3 clusters Score -705135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -705170.000000 Penalty: 4343.860840
	Iteration 33Q: 3 clusters Score -705170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -705206.875000 Penalty: 4343.860840
	Iteration 34Q: 3 clusters Score -705206.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -705242.937500 Penalty: 4343.860840
	Iteration 35Q: 3 clusters Score -705242.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -705270.937500 Penalty: 4343.860840
	Iteration 36Q: 3 clusters Score -705270.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -705292.062500 Penalty: 4343.860840
	Iteration 37Q: 3 clusters Score -705292.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -705314.375000 Penalty: 4343.860840
	Iteration 38Q: 3 clusters Score -705314.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -705335.937500 Penalty: 4343.860840
	Iteration 39Q: 3 clusters Score -705335.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -705352.125000 Penalty: 4343.860840
	Iteration 40F: 3 clusters Score -705352.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -705371.187500 Penalty: 4343.860840
	Iteration 41Q: 3 clusters Score -705371.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -705390.687500 Penalty: 4343.860840
	Iteration 42Q: 3 clusters Score -705390.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -705411.000000 Penalty: 4343.860840
	Iteration 43Q: 3 clusters Score -705411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -705431.562500 Penalty: 4343.860840
	Iteration 44Q: 3 clusters Score -705431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -705447.812500 Penalty: 4343.860840
	Iteration 45Q: 3 clusters Score -705447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -705467.000000 Penalty: 4343.860840
	Iteration 46Q: 3 clusters Score -705467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -705482.062500 Penalty: 4343.860840
	Iteration 47Q: 3 clusters Score -705482.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -705489.687500 Penalty: 4343.860840
	Iteration 48Q: 3 clusters Score -705489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -705495.062500 Penalty: 4343.860840
	Iteration 49Q: 3 clusters Score -705495.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -705500.937500 Penalty: 4343.860840
	Iteration 50Q: 3 clusters Score -705500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -705511.312500 Penalty: 4343.860840
	Iteration 51Q: 3 clusters Score -705511.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -705522.250000 Penalty: 4343.860840
	Iteration 52Q: 3 clusters Score -705522.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -705537.062500 Penalty: 4343.860840
	Iteration 53Q: 3 clusters Score -705537.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -705550.187500 Penalty: 4343.860840
	Iteration 54Q: 3 clusters Score -705550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -705562.312500 Penalty: 4343.860840
	Iteration 55Q: 3 clusters Score -705562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -705571.500000 Penalty: 4343.860840
	Iteration 56Q: 3 clusters Score -705571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -705579.875000 Penalty: 4343.860840
	Iteration 57Q: 3 clusters Score -705579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -705585.250000 Penalty: 4343.860840
	Iteration 58Q: 3 clusters Score -705585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -705592.250000 Penalty: 4343.860840
	Iteration 59Q: 3 clusters Score -705592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -705596.125000 Penalty: 4343.860840
	Iteration 60F: 3 clusters Score -705596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -705598.000000 Penalty: 4343.860840
	Iteration 61Q: 3 clusters Score -705598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -705599.625000 Penalty: 4343.860840
	Iteration 62Q: 3 clusters Score -705599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -705599.500000 Penalty: 4343.860840
	Iteration 63Q: 3 clusters Score -705599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -705599.500000 Penalty: 4343.860840
	Iteration 64F: 3 clusters Score -705599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Entering Unmasked Estep 
Score: -12367267.000000 Penalty: 2877.107178
	Iteration 0F: 2 clusters Score -1.236727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -12294201.000000 Penalty: 5754.214355
	Iteration 0F: 3 clusters Score -1.22942e+07 nChanged 51906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -12323437.000000 Penalty: 5754.214355
	Iteration 1F: 3 clusters Score -1.232344e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -12324075.000000 Penalty: 5754.214355
	Iteration 2Q: 3 clusters Score -1.232408e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -12324713.000000 Penalty: 5754.214355
	Iteration 3Q: 3 clusters Score -1.232471e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -12325362.000000 Penalty: 5754.214355
	Iteration 4Q: 3 clusters Score -1.232536e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -12326248.000000 Penalty: 5754.214355
	Iteration 5Q: 3 clusters Score -1.232625e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -12327377.000000 Penalty: 5754.214355
	Iteration 6Q: 3 clusters Score -1.232738e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -12328943.000000 Penalty: 5754.214355
	Iteration 7Q: 3 clusters Score -1.232894e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -12331060.000000 Penalty: 5754.214355
	Iteration 8Q: 3 clusters Score -1.233106e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -12334234.000000 Penalty: 5754.214355
	Iteration 9Q: 3 clusters Score -1.233423e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -12338767.000000 Penalty: 5754.214355
	Iteration 10F: 3 clusters Score -1.233877e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -12344499.000000 Penalty: 5754.214355
	Iteration 11F: 3 clusters Score -1.23445e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -12350898.000000 Penalty: 5754.214355
	Iteration 12F: 3 clusters Score -1.23509e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -12356399.000000 Penalty: 5754.214355
	Iteration 13F: 3 clusters Score -1.23564e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -12360402.000000 Penalty: 5754.214355
	Iteration 14Q: 3 clusters Score -1.23604e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -12362750.000000 Penalty: 5754.214355
	Iteration 15Q: 3 clusters Score -1.236275e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -12363787.000000 Penalty: 5754.214355
	Iteration 16Q: 3 clusters Score -1.236379e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -12364227.000000 Penalty: 5754.214355
	Iteration 17Q: 3 clusters Score -1.236423e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -12364444.000000 Penalty: 5754.214355
	Iteration 18Q: 3 clusters Score -1.236444e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -12364571.000000 Penalty: 5754.214355
	Iteration 19Q: 3 clusters Score -1.236457e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 108812 members 
Entering Unmasked Estep 
Score: -12364628.000000 Penalty: 5754.214355
	Iteration 20F: 3 clusters Score -1.236463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -12364663.000000 Penalty: 5754.214355
	Iteration 21Q: 3 clusters Score -1.236466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -12364689.000000 Penalty: 5754.214355
	Iteration 22Q: 3 clusters Score -1.236469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -12364716.000000 Penalty: 5754.214355
	Iteration 23Q: 3 clusters Score -1.236472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -12364741.000000 Penalty: 5754.214355
	Iteration 24Q: 3 clusters Score -1.236474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 108893 members 
Entering Unmasked Estep 
Score: -12364740.000000 Penalty: 5754.214355
	Iteration 25Q: 3 clusters Score -1.236474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -12364746.000000 Penalty: 5754.214355
	Iteration 26Q: 3 clusters Score -1.236475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -12364758.000000 Penalty: 5754.214355
	Iteration 27Q: 3 clusters Score -1.236476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -12364758.000000 Penalty: 5754.214355
	Iteration 28Q: 3 clusters Score -1.236476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -12364758.000000 Penalty: 5754.214355
	Iteration 29Q: 3 clusters Score -1.236476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -12364769.000000 Penalty: 5754.214355
	Iteration 30Q: 3 clusters Score -1.236477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 108906 members 
Entering Unmasked Estep 
Score: -12364777.000000 Penalty: 5754.214355
	Iteration 31Q: 3 clusters Score -1.236478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -12364776.000000 Penalty: 5754.214355
	Iteration 32Q: 3 clusters Score -1.236478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -12364773.000000 Penalty: 5754.214355
	Iteration 33Q: 3 clusters Score -1.236477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -12364775.000000 Penalty: 5754.214355
	Iteration 34Q: 3 clusters Score -1.236478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -12364775.000000 Penalty: 5754.214355
	Iteration 35F: 3 clusters Score -1.236478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -216503.109375 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -216503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -213868.921875 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -213868.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -214361.593750 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -214361.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -214522.656250 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -214522.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -214616.265625 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -214616.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -214677.109375 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -214677.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -214714.718750 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -214714.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -214739.453125 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -214739.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -214757.406250 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -214757.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -214773.296875 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -214773.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -214789.218750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -214789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -214810.500000 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -214810.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -214836.125000 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -214836.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214852.812500 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -214852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -214870.250000 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -214870.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -214891.265625 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -214891.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -214908.000000 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -214908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -214923.562500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -214923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -214938.734375 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -214938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -214957.578125 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -214957.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -214986.859375 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -214986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -215004.921875 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -215004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -215015.671875 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -215015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -215023.031250 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -215023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -215034.015625 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -215034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215042.546875 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -215042.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215049.031250 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -215049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215054.593750 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -215054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215061.031250 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -215061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -215067.421875 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -215067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -215074.390625 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -215074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -215078.062500 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -215078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -215078.062500 Penalty: 3769.303223
	Iteration 31F: 3 clusters Score -215078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Entering Unmasked Estep 
Score: -11627728.000000 Penalty: 2861.602539
	Iteration 0F: 2 clusters Score -1.162773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -11558957.000000 Penalty: 5723.205078
	Iteration 0F: 3 clusters Score -1.155896e+07 nChanged 48763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -11586212.000000 Penalty: 5723.205078
	Iteration 1F: 3 clusters Score -1.158621e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -11586834.000000 Penalty: 5723.205078
	Iteration 2Q: 3 clusters Score -1.158683e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -11587523.000000 Penalty: 5723.205078
	Iteration 3Q: 3 clusters Score -1.158752e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -11588492.000000 Penalty: 5723.205078
	Iteration 4Q: 3 clusters Score -1.158849e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -11590164.000000 Penalty: 5723.205078
	Iteration 5Q: 3 clusters Score -1.159016e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -11592851.000000 Penalty: 5723.205078
	Iteration 6F: 3 clusters Score -1.159285e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -11597424.000000 Penalty: 5723.205078
	Iteration 7F: 3 clusters Score -1.159742e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -11604300.000000 Penalty: 5723.205078
	Iteration 8F: 3 clusters Score -1.16043e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -11611820.000000 Penalty: 5723.205078
	Iteration 9F: 3 clusters Score -1.161182e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -11617850.000000 Penalty: 5723.205078
	Iteration 10F: 3 clusters Score -1.161785e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11621435.000000 Penalty: 5723.205078
	Iteration 11Q: 3 clusters Score -1.162144e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11623363.000000 Penalty: 5723.205078
	Iteration 12Q: 3 clusters Score -1.162336e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11624247.000000 Penalty: 5723.205078
	Iteration 13Q: 3 clusters Score -1.162425e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11624712.000000 Penalty: 5723.205078
	Iteration 14Q: 3 clusters Score -1.162471e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11624880.000000 Penalty: 5723.205078
	Iteration 15Q: 3 clusters Score -1.162488e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11625001.000000 Penalty: 5723.205078
	Iteration 16Q: 3 clusters Score -1.1625e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11625112.000000 Penalty: 5723.205078
	Iteration 17Q: 3 clusters Score -1.162511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11625170.000000 Penalty: 5723.205078
	Iteration 18Q: 3 clusters Score -1.162517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11625190.000000 Penalty: 5723.205078
	Iteration 19Q: 3 clusters Score -1.162519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11625229.000000 Penalty: 5723.205078
	Iteration 20F: 3 clusters Score -1.162523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11625250.000000 Penalty: 5723.205078
	Iteration 21Q: 3 clusters Score -1.162525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11625256.000000 Penalty: 5723.205078
	Iteration 22Q: 3 clusters Score -1.162526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11625256.000000 Penalty: 5723.205078
	Iteration 23Q: 3 clusters Score -1.162526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11625275.000000 Penalty: 5723.205078
	Iteration 24Q: 3 clusters Score -1.162528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11625276.000000 Penalty: 5723.205078
	Iteration 25Q: 3 clusters Score -1.162528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11625281.000000 Penalty: 5723.205078
	Iteration 26Q: 3 clusters Score -1.162528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11625279.000000 Penalty: 5723.205078
	Iteration 27Q: 3 clusters Score -1.162528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11625292.000000 Penalty: 5723.205078
	Iteration 28Q: 3 clusters Score -1.162529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11625300.000000 Penalty: 5723.205078
	Iteration 29Q: 3 clusters Score -1.16253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11625291.000000 Penalty: 5723.205078
	Iteration 30Q: 3 clusters Score -1.162529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11625291.000000 Penalty: 5723.205078
	Iteration 31F: 3 clusters Score -1.162529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Entering Unmasked Estep 
Score: -5299395.500000 Penalty: 2665.350098
	Iteration 0F: 2 clusters Score -5299396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -5268019.000000 Penalty: 5330.700195
	Iteration 0F: 3 clusters Score -5268019 nChanged 21319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5279830.000000 Penalty: 5330.700195
	Iteration 1F: 3 clusters Score -5279830 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5280345.000000 Penalty: 5330.700195
	Iteration 2Q: 3 clusters Score -5280345 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5280923.000000 Penalty: 5330.700195
	Iteration 3Q: 3 clusters Score -5280923 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5281655.500000 Penalty: 5330.700195
	Iteration 4Q: 3 clusters Score -5281656 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -5282523.500000 Penalty: 5330.700195
	Iteration 5Q: 3 clusters Score -5282524 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -5283719.000000 Penalty: 5330.700195
	Iteration 6F: 3 clusters Score -5283719 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -5285309.000000 Penalty: 5330.700195
	Iteration 7F: 3 clusters Score -5285309 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -5287251.000000 Penalty: 5330.700195
	Iteration 8F: 3 clusters Score -5287251 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5289535.500000 Penalty: 5330.700195
	Iteration 9F: 3 clusters Score -5289536 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -5291748.500000 Penalty: 5330.700195
	Iteration 10F: 3 clusters Score -5291748 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5293353.000000 Penalty: 5330.700195
	Iteration 11Q: 3 clusters Score -5293353 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5294530.000000 Penalty: 5330.700195
	Iteration 12Q: 3 clusters Score -5294530 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -5295300.000000 Penalty: 5330.700195
	Iteration 13Q: 3 clusters Score -5295300 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5295824.500000 Penalty: 5330.700195
	Iteration 14Q: 3 clusters Score -5295824 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5296115.500000 Penalty: 5330.700195
	Iteration 15Q: 3 clusters Score -5296116 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5296331.000000 Penalty: 5330.700195
	Iteration 16Q: 3 clusters Score -5296331 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5296527.000000 Penalty: 5330.700195
	Iteration 17Q: 3 clusters Score -5296527 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5296686.500000 Penalty: 5330.700195
	Iteration 18Q: 3 clusters Score -5296686 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5296890.000000 Penalty: 5330.700195
	Iteration 19Q: 3 clusters Score -5296890 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5297012.500000 Penalty: 5330.700195
	Iteration 20F: 3 clusters Score -5297012 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5297126.500000 Penalty: 5330.700195
	Iteration 21Q: 3 clusters Score -5297126 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5297195.500000 Penalty: 5330.700195
	Iteration 22Q: 3 clusters Score -5297196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5297298.000000 Penalty: 5330.700195
	Iteration 23Q: 3 clusters Score -5297298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5297370.000000 Penalty: 5330.700195
	Iteration 24Q: 3 clusters Score -5297370 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -5297432.500000 Penalty: 5330.700195
	Iteration 25Q: 3 clusters Score -5297432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5297461.500000 Penalty: 5330.700195
	Iteration 26Q: 3 clusters Score -5297462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5297484.000000 Penalty: 5330.700195
	Iteration 27Q: 3 clusters Score -5297484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5297514.000000 Penalty: 5330.700195
	Iteration 28Q: 3 clusters Score -5297514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5297540.500000 Penalty: 5330.700195
	Iteration 29Q: 3 clusters Score -5297540 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5297570.500000 Penalty: 5330.700195
	Iteration 30Q: 3 clusters Score -5297570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5297591.000000 Penalty: 5330.700195
	Iteration 31Q: 3 clusters Score -5297591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5297618.500000 Penalty: 5330.700195
	Iteration 32Q: 3 clusters Score -5297618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5297631.500000 Penalty: 5330.700195
	Iteration 33Q: 3 clusters Score -5297632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -5297632.000000 Penalty: 5330.700195
	Iteration 34Q: 3 clusters Score -5297632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5297658.000000 Penalty: 5330.700195
	Iteration 35Q: 3 clusters Score -5297658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5297682.000000 Penalty: 5330.700195
	Iteration 36Q: 3 clusters Score -5297682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5297679.000000 Penalty: 5330.700195
	Iteration 37Q: 3 clusters Score -5297679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5297694.000000 Penalty: 5330.700195
	Iteration 38Q: 3 clusters Score -5297694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5297706.500000 Penalty: 5330.700195
	Iteration 39Q: 3 clusters Score -5297706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5297711.000000 Penalty: 5330.700195
	Iteration 40F: 3 clusters Score -5297711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5297734.000000 Penalty: 5330.700195
	Iteration 41Q: 3 clusters Score -5297734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5297740.500000 Penalty: 5330.700195
	Iteration 42Q: 3 clusters Score -5297740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5297757.500000 Penalty: 5330.700195
	Iteration 43Q: 3 clusters Score -5297758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5297756.000000 Penalty: 5330.700195
	Iteration 44Q: 3 clusters Score -5297756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -5297775.500000 Penalty: 5330.700195
	Iteration 45Q: 3 clusters Score -5297776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -5297789.500000 Penalty: 5330.700195
	Iteration 46Q: 3 clusters Score -5297790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -5297802.500000 Penalty: 5330.700195
	Iteration 47Q: 3 clusters Score -5297802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5297816.500000 Penalty: 5330.700195
	Iteration 48Q: 3 clusters Score -5297816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5297824.500000 Penalty: 5330.700195
	Iteration 49Q: 3 clusters Score -5297824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5297827.500000 Penalty: 5330.700195
	Iteration 50Q: 3 clusters Score -5297828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -5297825.000000 Penalty: 5330.700195
	Iteration 51Q: 3 clusters Score -5297825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5297842.000000 Penalty: 5330.700195
	Iteration 52Q: 3 clusters Score -5297842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5297846.500000 Penalty: 5330.700195
	Iteration 53Q: 3 clusters Score -5297846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5297843.000000 Penalty: 5330.700195
	Iteration 54Q: 3 clusters Score -5297843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5297843.500000 Penalty: 5330.700195
	Iteration 55Q: 3 clusters Score -5297844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5297833.500000 Penalty: 5330.700195
	Iteration 56Q: 3 clusters Score -5297834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -5297833.000000 Penalty: 5330.700195
	Iteration 57Q: 3 clusters Score -5297833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5297852.500000 Penalty: 5330.700195
	Iteration 58Q: 3 clusters Score -5297852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -5297854.500000 Penalty: 5330.700195
	Iteration 59Q: 3 clusters Score -5297854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -5297861.000000 Penalty: 5330.700195
	Iteration 60F: 3 clusters Score -5297861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5297866.000000 Penalty: 5330.700195
	Iteration 61Q: 3 clusters Score -5297866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5297857.500000 Penalty: 5330.700195
	Iteration 62Q: 3 clusters Score -5297858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5297865.000000 Penalty: 5330.700195
	Iteration 63Q: 3 clusters Score -5297865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5297867.000000 Penalty: 5330.700195
	Iteration 64Q: 3 clusters Score -5297867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -5297864.500000 Penalty: 5330.700195
	Iteration 65Q: 3 clusters Score -5297864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -5297866.500000 Penalty: 5330.700195
	Iteration 66Q: 3 clusters Score -5297866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5297864.500000 Penalty: 5330.700195
	Iteration 67Q: 3 clusters Score -5297864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -5297862.500000 Penalty: 5330.700195
	Iteration 68Q: 3 clusters Score -5297862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -5297860.000000 Penalty: 5330.700195
	Iteration 69Q: 3 clusters Score -5297860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -5297860.500000 Penalty: 5330.700195
	Iteration 70Q: 3 clusters Score -5297860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -5297857.000000 Penalty: 5330.700195
	Iteration 71Q: 3 clusters Score -5297857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -5297859.500000 Penalty: 5330.700195
	Iteration 72Q: 3 clusters Score -5297860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -5297861.500000 Penalty: 5330.700195
	Iteration 73Q: 3 clusters Score -5297862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -5297871.500000 Penalty: 5330.700195
	Iteration 74Q: 3 clusters Score -5297872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5297867.500000 Penalty: 5330.700195
	Iteration 75Q: 3 clusters Score -5297868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -5297871.000000 Penalty: 5330.700195
	Iteration 76Q: 3 clusters Score -5297871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5297869.500000 Penalty: 5330.700195
	Iteration 77Q: 3 clusters Score -5297870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -5297872.500000 Penalty: 5330.700195
	Iteration 78Q: 3 clusters Score -5297872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -5297873.000000 Penalty: 5330.700195
	Iteration 79Q: 3 clusters Score -5297873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -5297869.000000 Penalty: 5330.700195
	Iteration 80F: 3 clusters Score -5297869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -1398488.375000 Penalty: 2342.540527
	Iteration 0F: 2 clusters Score -1398488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1389155.875000 Penalty: 4685.081055
	Iteration 0F: 3 clusters Score -1389156 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1392176.500000 Penalty: 4685.081055
	Iteration 1F: 3 clusters Score -1392176 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1392636.000000 Penalty: 4685.081055
	Iteration 2F: 3 clusters Score -1392636 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1393103.375000 Penalty: 4685.081055
	Iteration 3F: 3 clusters Score -1393103 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1393498.125000 Penalty: 4685.081055
	Iteration 4F: 3 clusters Score -1393498 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1393925.000000 Penalty: 4685.081055
	Iteration 5F: 3 clusters Score -1393925 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1394320.125000 Penalty: 4685.081055
	Iteration 6F: 3 clusters Score -1394320 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1394748.750000 Penalty: 4685.081055
	Iteration 7F: 3 clusters Score -1394749 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1395188.875000 Penalty: 4685.081055
	Iteration 8F: 3 clusters Score -1395189 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1395735.625000 Penalty: 4685.081055
	Iteration 9F: 3 clusters Score -1395736 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1396257.375000 Penalty: 4685.081055
	Iteration 10Q: 3 clusters Score -1396257 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1396697.250000 Penalty: 4685.081055
	Iteration 11Q: 3 clusters Score -1396697 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1396968.625000 Penalty: 4685.081055
	Iteration 12Q: 3 clusters Score -1396969 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1397157.375000 Penalty: 4685.081055
	Iteration 13Q: 3 clusters Score -1397157 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1397252.375000 Penalty: 4685.081055
	Iteration 14Q: 3 clusters Score -1397252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1397305.125000 Penalty: 4685.081055
	Iteration 15Q: 3 clusters Score -1397305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1397332.500000 Penalty: 4685.081055
	Iteration 16Q: 3 clusters Score -1397332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1397352.375000 Penalty: 4685.081055
	Iteration 17Q: 3 clusters Score -1397352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1397364.750000 Penalty: 4685.081055
	Iteration 18Q: 3 clusters Score -1397365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1397378.250000 Penalty: 4685.081055
	Iteration 19Q: 3 clusters Score -1397378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1397384.750000 Penalty: 4685.081055
	Iteration 20F: 3 clusters Score -1397385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1397391.875000 Penalty: 4685.081055
	Iteration 21Q: 3 clusters Score -1397392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1397398.250000 Penalty: 4685.081055
	Iteration 22Q: 3 clusters Score -1397398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1397400.500000 Penalty: 4685.081055
	Iteration 23Q: 3 clusters Score -1397400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1397406.875000 Penalty: 4685.081055
	Iteration 24Q: 3 clusters Score -1397407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1397408.750000 Penalty: 4685.081055
	Iteration 25Q: 3 clusters Score -1397409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1397414.625000 Penalty: 4685.081055
	Iteration 26Q: 3 clusters Score -1397415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1397423.875000 Penalty: 4685.081055
	Iteration 27Q: 3 clusters Score -1397424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1397425.250000 Penalty: 4685.081055
	Iteration 28Q: 3 clusters Score -1397425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1397425.375000 Penalty: 4685.081055
	Iteration 29Q: 3 clusters Score -1397425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1397428.625000 Penalty: 4685.081055
	Iteration 30Q: 3 clusters Score -1397429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1397429.125000 Penalty: 4685.081055
	Iteration 31Q: 3 clusters Score -1397429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1397431.375000 Penalty: 4685.081055
	Iteration 32Q: 3 clusters Score -1397431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1397436.750000 Penalty: 4685.081055
	Iteration 33Q: 3 clusters Score -1397437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1397437.000000 Penalty: 4685.081055
	Iteration 34Q: 3 clusters Score -1397437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1397436.500000 Penalty: 4685.081055
	Iteration 35Q: 3 clusters Score -1397436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1397436.500000 Penalty: 4685.081055
	Iteration 36Q: 3 clusters Score -1397436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1397434.875000 Penalty: 4685.081055
	Iteration 37Q: 3 clusters Score -1397435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1397435.625000 Penalty: 4685.081055
	Iteration 38Q: 3 clusters Score -1397436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1397436.375000 Penalty: 4685.081055
	Iteration 39Q: 3 clusters Score -1397436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1397437.375000 Penalty: 4685.081055
	Iteration 40F: 3 clusters Score -1397437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -68077.492188 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -68077.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66428.453125 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -66428.45 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66723.335938 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -66723.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66935.335938 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -66935.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67125.601562 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -67125.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67231.898438 Penalty: 3255.672363
	Iteration 4F: 3 clusters Score -67231.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67362.632812 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -67362.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67451.859375 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -67451.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -67563.218750 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -67563.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -67726.664062 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -67726.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -67824.781250 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -67824.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67864.773438 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -67864.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -67879.648438 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -67879.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67891.906250 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -67891.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67901.156250 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -67901.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67916.171875 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -67916.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67937.750000 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -67937.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67961.429688 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -67961.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67982.570312 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -67982.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67997.312500 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -67997.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68010.273438 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -68010.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68034.562500 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -68034.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68074.492188 Penalty: 3255.672363
	Iteration 21Q: 3 clusters Score -68074.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68128.539062 Penalty: 3255.672363
	Iteration 22Q: 3 clusters Score -68128.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68228.664062 Penalty: 3255.672363
	Iteration 23Q: 3 clusters Score -68228.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68347.960938 Penalty: 3255.672363
	Iteration 24Q: 3 clusters Score -68347.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68379.773438 Penalty: 3255.672363
	Iteration 25Q: 3 clusters Score -68379.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68392.515625 Penalty: 3255.672363
	Iteration 26Q: 3 clusters Score -68392.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68393.359375 Penalty: 3255.672363
	Iteration 27Q: 3 clusters Score -68393.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68393.359375 Penalty: 3255.672363
	Iteration 28F: 3 clusters Score -68393.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102613 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 40423 members 
Mstep: Class 18 contains 56076 members 
Mstep: Class 19 contains 16666 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344922 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30552 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19233 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30633 members 
Mstep: Class 38 contains 14132 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4738 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6970 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 406 members 
Entering Unmasked Estep 
Score: -110924112.000000 Penalty: 164614.000000
Splitting cluster 16 changes total score from -110925368.000000 to -110924112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (40423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Entering Unmasked Estep 
Score: -4591406.000000 Penalty: 2630.574219
	Iteration 0F: 2 clusters Score -4591406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4564018.500000 Penalty: 5261.148438
	Iteration 0F: 3 clusters Score -4564018 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4574255.500000 Penalty: 5261.148438
	Iteration 1F: 3 clusters Score -4574256 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4574756.500000 Penalty: 5261.148438
	Iteration 2Q: 3 clusters Score -4574756 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4575264.500000 Penalty: 5261.148438
	Iteration 3Q: 3 clusters Score -4575264 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4575841.000000 Penalty: 5261.148438
	Iteration 4Q: 3 clusters Score -4575841 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4576466.000000 Penalty: 5261.148438
	Iteration 5Q: 3 clusters Score -4576466 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4577198.000000 Penalty: 5261.148438
	Iteration 6Q: 3 clusters Score -4577198 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4577988.500000 Penalty: 5261.148438
	Iteration 7Q: 3 clusters Score -4577988 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4578900.000000 Penalty: 5261.148438
	Iteration 8Q: 3 clusters Score -4578900 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4579985.000000 Penalty: 5261.148438
	Iteration 9Q: 3 clusters Score -4579985 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4581135.500000 Penalty: 5261.148438
	Iteration 10Q: 3 clusters Score -4581136 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4582356.500000 Penalty: 5261.148438
	Iteration 11Q: 3 clusters Score -4582356 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4583601.000000 Penalty: 5261.148438
	Iteration 12Q: 3 clusters Score -4583601 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4584792.000000 Penalty: 5261.148438
	Iteration 13Q: 3 clusters Score -4584792 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4585771.000000 Penalty: 5261.148438
	Iteration 14Q: 3 clusters Score -4585771 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4586486.500000 Penalty: 5261.148438
	Iteration 15Q: 3 clusters Score -4586486 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4586962.000000 Penalty: 5261.148438
	Iteration 16Q: 3 clusters Score -4586962 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4587250.500000 Penalty: 5261.148438
	Iteration 17Q: 3 clusters Score -4587250 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4587445.000000 Penalty: 5261.148438
	Iteration 18Q: 3 clusters Score -4587445 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4587632.000000 Penalty: 5261.148438
	Iteration 19Q: 3 clusters Score -4587632 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4587797.000000 Penalty: 5261.148438
	Iteration 20F: 3 clusters Score -4587797 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4587924.000000 Penalty: 5261.148438
	Iteration 21Q: 3 clusters Score -4587924 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4588034.500000 Penalty: 5261.148438
	Iteration 22Q: 3 clusters Score -4588034 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4588138.000000 Penalty: 5261.148438
	Iteration 23Q: 3 clusters Score -4588138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4588279.000000 Penalty: 5261.148438
	Iteration 24Q: 3 clusters Score -4588279 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4588387.000000 Penalty: 5261.148438
	Iteration 25Q: 3 clusters Score -4588387 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4588488.500000 Penalty: 5261.148438
	Iteration 26Q: 3 clusters Score -4588488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4588600.500000 Penalty: 5261.148438
	Iteration 27Q: 3 clusters Score -4588600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4588670.000000 Penalty: 5261.148438
	Iteration 28Q: 3 clusters Score -4588670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4588731.500000 Penalty: 5261.148438
	Iteration 29Q: 3 clusters Score -4588732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4588784.000000 Penalty: 5261.148438
	Iteration 30Q: 3 clusters Score -4588784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4588826.000000 Penalty: 5261.148438
	Iteration 31Q: 3 clusters Score -4588826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4588857.000000 Penalty: 5261.148438
	Iteration 32Q: 3 clusters Score -4588857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4588899.000000 Penalty: 5261.148438
	Iteration 33Q: 3 clusters Score -4588899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4588928.500000 Penalty: 5261.148438
	Iteration 34Q: 3 clusters Score -4588928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4588957.000000 Penalty: 5261.148438
	Iteration 35Q: 3 clusters Score -4588957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4588966.000000 Penalty: 5261.148438
	Iteration 36Q: 3 clusters Score -4588966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4588974.500000 Penalty: 5261.148438
	Iteration 37Q: 3 clusters Score -4588974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4588991.500000 Penalty: 5261.148438
	Iteration 38Q: 3 clusters Score -4588992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4588996.500000 Penalty: 5261.148438
	Iteration 39Q: 3 clusters Score -4588996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4589005.000000 Penalty: 5261.148438
	Iteration 40F: 3 clusters Score -4589005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4589027.000000 Penalty: 5261.148438
	Iteration 41Q: 3 clusters Score -4589027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4589034.500000 Penalty: 5261.148438
	Iteration 42Q: 3 clusters Score -4589034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4589049.000000 Penalty: 5261.148438
	Iteration 43Q: 3 clusters Score -4589049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4589059.500000 Penalty: 5261.148438
	Iteration 44Q: 3 clusters Score -4589060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4589069.000000 Penalty: 5261.148438
	Iteration 45Q: 3 clusters Score -4589069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4589097.500000 Penalty: 5261.148438
	Iteration 46Q: 3 clusters Score -4589098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4589100.000000 Penalty: 5261.148438
	Iteration 47Q: 3 clusters Score -4589100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4589111.500000 Penalty: 5261.148438
	Iteration 48Q: 3 clusters Score -4589112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4589115.500000 Penalty: 5261.148438
	Iteration 49Q: 3 clusters Score -4589116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4589132.500000 Penalty: 5261.148438
	Iteration 50Q: 3 clusters Score -4589132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4589134.500000 Penalty: 5261.148438
	Iteration 51Q: 3 clusters Score -4589134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4589133.000000 Penalty: 5261.148438
	Iteration 52Q: 3 clusters Score -4589133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4589131.000000 Penalty: 5261.148438
	Iteration 53Q: 3 clusters Score -4589131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4589140.500000 Penalty: 5261.148438
	Iteration 54Q: 3 clusters Score -4589140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4589145.500000 Penalty: 5261.148438
	Iteration 55Q: 3 clusters Score -4589146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4589148.500000 Penalty: 5261.148438
	Iteration 56Q: 3 clusters Score -4589148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4589147.000000 Penalty: 5261.148438
	Iteration 57Q: 3 clusters Score -4589147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4589148.000000 Penalty: 5261.148438
	Iteration 58Q: 3 clusters Score -4589148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4589151.500000 Penalty: 5261.148438
	Iteration 59Q: 3 clusters Score -4589152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4589148.000000 Penalty: 5261.148438
	Iteration 60F: 3 clusters Score -4589148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Entering Unmasked Estep 
Score: -6232650.500000 Penalty: 2711.747070
	Iteration 0F: 2 clusters Score -6232650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6194930.500000 Penalty: 5423.494141
	Iteration 0F: 3 clusters Score -6194930 nChanged 26076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -6209259.000000 Penalty: 5423.494141
	Iteration 1F: 3 clusters Score -6209259 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -6209905.500000 Penalty: 5423.494141
	Iteration 2Q: 3 clusters Score -6209906 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6210581.500000 Penalty: 5423.494141
	Iteration 3Q: 3 clusters Score -6210582 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -6211332.000000 Penalty: 5423.494141
	Iteration 4Q: 3 clusters Score -6211332 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6212182.000000 Penalty: 5423.494141
	Iteration 5Q: 3 clusters Score -6212182 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -6213223.500000 Penalty: 5423.494141
	Iteration 6Q: 3 clusters Score -6213224 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -6214598.000000 Penalty: 5423.494141
	Iteration 7Q: 3 clusters Score -6214598 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -6216141.500000 Penalty: 5423.494141
	Iteration 8F: 3 clusters Score -6216142 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -6217750.500000 Penalty: 5423.494141
	Iteration 9F: 3 clusters Score -6217750 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -6219144.000000 Penalty: 5423.494141
	Iteration 10Q: 3 clusters Score -6219144 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6220369.000000 Penalty: 5423.494141
	Iteration 11Q: 3 clusters Score -6220369 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6221349.000000 Penalty: 5423.494141
	Iteration 12Q: 3 clusters Score -6221349 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -6222296.500000 Penalty: 5423.494141
	Iteration 13Q: 3 clusters Score -6222296 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -6223194.500000 Penalty: 5423.494141
	Iteration 14Q: 3 clusters Score -6223194 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6224161.500000 Penalty: 5423.494141
	Iteration 15Q: 3 clusters Score -6224162 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -6225194.000000 Penalty: 5423.494141
	Iteration 16Q: 3 clusters Score -6225194 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6226220.500000 Penalty: 5423.494141
	Iteration 17Q: 3 clusters Score -6226220 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -6227100.500000 Penalty: 5423.494141
	Iteration 18Q: 3 clusters Score -6227100 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -6227821.000000 Penalty: 5423.494141
	Iteration 19Q: 3 clusters Score -6227821 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -6228463.000000 Penalty: 5423.494141
	Iteration 20F: 3 clusters Score -6228463 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6229007.500000 Penalty: 5423.494141
	Iteration 21Q: 3 clusters Score -6229008 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -6229415.500000 Penalty: 5423.494141
	Iteration 22Q: 3 clusters Score -6229416 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -6229712.000000 Penalty: 5423.494141
	Iteration 23Q: 3 clusters Score -6229712 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -6229899.500000 Penalty: 5423.494141
	Iteration 24Q: 3 clusters Score -6229900 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -6230019.000000 Penalty: 5423.494141
	Iteration 25Q: 3 clusters Score -6230019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -6230104.500000 Penalty: 5423.494141
	Iteration 26Q: 3 clusters Score -6230104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -6230151.000000 Penalty: 5423.494141
	Iteration 27Q: 3 clusters Score -6230151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -6230177.000000 Penalty: 5423.494141
	Iteration 28Q: 3 clusters Score -6230177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -6230189.000000 Penalty: 5423.494141
	Iteration 29Q: 3 clusters Score -6230189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -6230206.000000 Penalty: 5423.494141
	Iteration 30Q: 3 clusters Score -6230206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -6230218.500000 Penalty: 5423.494141
	Iteration 31Q: 3 clusters Score -6230218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -6230233.000000 Penalty: 5423.494141
	Iteration 32Q: 3 clusters Score -6230233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -6230245.500000 Penalty: 5423.494141
	Iteration 33Q: 3 clusters Score -6230246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -6230258.500000 Penalty: 5423.494141
	Iteration 34Q: 3 clusters Score -6230258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -6230264.000000 Penalty: 5423.494141
	Iteration 35Q: 3 clusters Score -6230264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -6230273.000000 Penalty: 5423.494141
	Iteration 36Q: 3 clusters Score -6230273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -6230274.500000 Penalty: 5423.494141
	Iteration 37Q: 3 clusters Score -6230274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -6230283.500000 Penalty: 5423.494141
	Iteration 38Q: 3 clusters Score -6230284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -6230294.500000 Penalty: 5423.494141
	Iteration 39Q: 3 clusters Score -6230294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -6230299.500000 Penalty: 5423.494141
	Iteration 40F: 3 clusters Score -6230300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -6230305.500000 Penalty: 5423.494141
	Iteration 41Q: 3 clusters Score -6230306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -6230303.500000 Penalty: 5423.494141
	Iteration 42Q: 3 clusters Score -6230304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -6230299.500000 Penalty: 5423.494141
	Iteration 43Q: 3 clusters Score -6230300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -6230299.500000 Penalty: 5423.494141
	Iteration 44F: 3 clusters Score -6230300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Entering Unmasked Estep 
Score: -1918793.750000 Penalty: 2410.839111
	Iteration 0F: 2 clusters Score -1918794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1906928.000000 Penalty: 4821.678223
	Iteration 0F: 3 clusters Score -1906928 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1910684.500000 Penalty: 4821.678223
	Iteration 1F: 3 clusters Score -1910684 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1911069.750000 Penalty: 4821.678223
	Iteration 2F: 3 clusters Score -1911070 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1911356.375000 Penalty: 4821.678223
	Iteration 3Q: 3 clusters Score -1911356 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1911636.125000 Penalty: 4821.678223
	Iteration 4Q: 3 clusters Score -1911636 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1911907.000000 Penalty: 4821.678223
	Iteration 5Q: 3 clusters Score -1911907 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1912268.375000 Penalty: 4821.678223
	Iteration 6Q: 3 clusters Score -1912268 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1912710.000000 Penalty: 4821.678223
	Iteration 7Q: 3 clusters Score -1912710 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1913234.375000 Penalty: 4821.678223
	Iteration 8F: 3 clusters Score -1913234 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1913848.125000 Penalty: 4821.678223
	Iteration 9F: 3 clusters Score -1913848 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1914525.000000 Penalty: 4821.678223
	Iteration 10F: 3 clusters Score -1914525 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1915169.000000 Penalty: 4821.678223
	Iteration 11F: 3 clusters Score -1915169 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1915676.250000 Penalty: 4821.678223
	Iteration 12Q: 3 clusters Score -1915676 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1916044.000000 Penalty: 4821.678223
	Iteration 13Q: 3 clusters Score -1916044 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1916304.500000 Penalty: 4821.678223
	Iteration 14Q: 3 clusters Score -1916304 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1916465.125000 Penalty: 4821.678223
	Iteration 15Q: 3 clusters Score -1916465 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1916603.625000 Penalty: 4821.678223
	Iteration 16Q: 3 clusters Score -1916604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1916689.125000 Penalty: 4821.678223
	Iteration 17Q: 3 clusters Score -1916689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1916737.750000 Penalty: 4821.678223
	Iteration 18Q: 3 clusters Score -1916738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1916775.125000 Penalty: 4821.678223
	Iteration 19Q: 3 clusters Score -1916775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1916799.875000 Penalty: 4821.678223
	Iteration 20F: 3 clusters Score -1916800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1916826.250000 Penalty: 4821.678223
	Iteration 21Q: 3 clusters Score -1916826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1916848.250000 Penalty: 4821.678223
	Iteration 22Q: 3 clusters Score -1916848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1916869.125000 Penalty: 4821.678223
	Iteration 23Q: 3 clusters Score -1916869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1916879.875000 Penalty: 4821.678223
	Iteration 24Q: 3 clusters Score -1916880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1916886.375000 Penalty: 4821.678223
	Iteration 25Q: 3 clusters Score -1916886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1916892.000000 Penalty: 4821.678223
	Iteration 26Q: 3 clusters Score -1916892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1916892.500000 Penalty: 4821.678223
	Iteration 27Q: 3 clusters Score -1916892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1916901.625000 Penalty: 4821.678223
	Iteration 28Q: 3 clusters Score -1916902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1916906.625000 Penalty: 4821.678223
	Iteration 29Q: 3 clusters Score -1916907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1916912.125000 Penalty: 4821.678223
	Iteration 30Q: 3 clusters Score -1916912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1916911.375000 Penalty: 4821.678223
	Iteration 31Q: 3 clusters Score -1916911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1916916.125000 Penalty: 4821.678223
	Iteration 32Q: 3 clusters Score -1916916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1916918.125000 Penalty: 4821.678223
	Iteration 33Q: 3 clusters Score -1916918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1916917.000000 Penalty: 4821.678223
	Iteration 34Q: 3 clusters Score -1916917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1916918.125000 Penalty: 4821.678223
	Iteration 35Q: 3 clusters Score -1916918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1916923.500000 Penalty: 4821.678223
	Iteration 36Q: 3 clusters Score -1916924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1916924.500000 Penalty: 4821.678223
	Iteration 37Q: 3 clusters Score -1916924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1916926.625000 Penalty: 4821.678223
	Iteration 38Q: 3 clusters Score -1916927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1916928.125000 Penalty: 4821.678223
	Iteration 39Q: 3 clusters Score -1916928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1916929.250000 Penalty: 4821.678223
	Iteration 40F: 3 clusters Score -1916929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1916928.375000 Penalty: 4821.678223
	Iteration 41Q: 3 clusters Score -1916928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1916929.625000 Penalty: 4821.678223
	Iteration 42Q: 3 clusters Score -1916930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1916931.750000 Penalty: 4821.678223
	Iteration 43Q: 3 clusters Score -1916932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1916933.000000 Penalty: 4821.678223
	Iteration 44Q: 3 clusters Score -1916933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1916932.875000 Penalty: 4821.678223
	Iteration 45Q: 3 clusters Score -1916933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1916934.625000 Penalty: 4821.678223
	Iteration 46Q: 3 clusters Score -1916935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1916935.500000 Penalty: 4821.678223
	Iteration 47Q: 3 clusters Score -1916936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1916936.750000 Penalty: 4821.678223
	Iteration 48Q: 3 clusters Score -1916937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1916937.875000 Penalty: 4821.678223
	Iteration 49Q: 3 clusters Score -1916938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1916940.875000 Penalty: 4821.678223
	Iteration 50Q: 3 clusters Score -1916941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1916943.000000 Penalty: 4821.678223
	Iteration 51Q: 3 clusters Score -1916943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1916943.000000 Penalty: 4821.678223
	Iteration 52F: 3 clusters Score -1916943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -221311.328125 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -221311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218686.453125 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -218686.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219141.468750 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -219141.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219270.828125 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -219270.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219334.671875 Penalty: 3762.802734
	Iteration 3Q: 3 clusters Score -219334.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219374.125000 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -219374.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -219404.000000 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -219404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219428.093750 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -219428.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -219446.687500 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -219446.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219456.031250 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -219456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219462.171875 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -219462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -219464.468750 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -219464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219465.578125 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -219465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -219466.125000 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -219466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -219467.171875 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -219467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -219467.171875 Penalty: 3762.802734
	Iteration 14F: 3 clusters Score -219467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -162185.656250 Penalty: 1828.596924
	Iteration 0F: 2 clusters Score -162185.7 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 826 members 
Entering Unmasked Estep 
Score: -159839.031250 Penalty: 3657.193848
	Iteration 0F: 3 clusters Score -159839 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160223.468750 Penalty: 3657.193848
	Iteration 1F: 3 clusters Score -160223.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160342.625000 Penalty: 3657.193848
	Iteration 2F: 3 clusters Score -160342.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160409.046875 Penalty: 3657.193848
	Iteration 3Q: 3 clusters Score -160409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160438.765625 Penalty: 3657.193848
	Iteration 4Q: 3 clusters Score -160438.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160463.640625 Penalty: 3657.193848
	Iteration 5Q: 3 clusters Score -160463.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160478.093750 Penalty: 3657.193848
	Iteration 6Q: 3 clusters Score -160478.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -160490.843750 Penalty: 3657.193848
	Iteration 7Q: 3 clusters Score -160490.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160504.421875 Penalty: 3657.193848
	Iteration 8Q: 3 clusters Score -160504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160511.734375 Penalty: 3657.193848
	Iteration 9Q: 3 clusters Score -160511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -160522.343750 Penalty: 3657.193848
	Iteration 10Q: 3 clusters Score -160522.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -160533.421875 Penalty: 3657.193848
	Iteration 11Q: 3 clusters Score -160533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160544.843750 Penalty: 3657.193848
	Iteration 12Q: 3 clusters Score -160544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160558.937500 Penalty: 3657.193848
	Iteration 13Q: 3 clusters Score -160558.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160568.156250 Penalty: 3657.193848
	Iteration 14Q: 3 clusters Score -160568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -160572.125000 Penalty: 3657.193848
	Iteration 15Q: 3 clusters Score -160572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160575.921875 Penalty: 3657.193848
	Iteration 16Q: 3 clusters Score -160575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160577.593750 Penalty: 3657.193848
	Iteration 17Q: 3 clusters Score -160577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160579.375000 Penalty: 3657.193848
	Iteration 18Q: 3 clusters Score -160579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160579.625000 Penalty: 3657.193848
	Iteration 19Q: 3 clusters Score -160579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160580.000000 Penalty: 3657.193848
	Iteration 20F: 3 clusters Score -160580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (344922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344922 members 
Entering Unmasked Estep 
Score: -38813808.000000 Penalty: 3162.266357
	Iteration 0F: 2 clusters Score -3.881381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -38615176.000000 Penalty: 6324.532715
	Iteration 0F: 3 clusters Score -3.861518e+07 nChanged 167343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 184684 members 
Entering Unmasked Estep 
Score: -38715652.000000 Penalty: 6324.532715
	Iteration 1F: 3 clusters Score -3.871565e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 191477 members 
Entering Unmasked Estep 
Score: -38717984.000000 Penalty: 6324.532715
	Iteration 2Q: 3 clusters Score -3.871798e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 201892 members 
Entering Unmasked Estep 
Score: -38721872.000000 Penalty: 6324.532715
	Iteration 3Q: 3 clusters Score -3.872187e+07 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127375 members 
Mstep: Class 2 contains 217547 members 
Entering Unmasked Estep 
Score: -38729576.000000 Penalty: 6324.532715
	Iteration 4Q: 3 clusters Score -3.872958e+07 nChanged 22645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 239880 members 
Entering Unmasked Estep 
Score: -38744216.000000 Penalty: 6324.532715
	Iteration 5F: 3 clusters Score -3.874422e+07 nChanged 28390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 268186 members 
Entering Unmasked Estep 
Score: -38767048.000000 Penalty: 6324.532715
	Iteration 6F: 3 clusters Score -3.876705e+07 nChanged 30508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 298686 members 
Entering Unmasked Estep 
Score: -38790520.000000 Penalty: 6324.532715
	Iteration 7F: 3 clusters Score -3.879052e+07 nChanged 23302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 321988 members 
Entering Unmasked Estep 
Score: -38801104.000000 Penalty: 6324.532715
	Iteration 8F: 3 clusters Score -3.88011e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 334589 members 
Entering Unmasked Estep 
Score: -38806092.000000 Penalty: 6324.532715
	Iteration 9Q: 3 clusters Score -3.880609e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 340308 members 
Entering Unmasked Estep 
Score: -38808488.000000 Penalty: 6324.532715
	Iteration 10Q: 3 clusters Score -3.880849e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 342731 members 
Entering Unmasked Estep 
Score: -38809816.000000 Penalty: 6324.532715
	Iteration 11Q: 3 clusters Score -3.880982e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 343735 members 
Entering Unmasked Estep 
Score: -38810492.000000 Penalty: 6324.532715
	Iteration 12Q: 3 clusters Score -3.881049e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 344130 members 
Entering Unmasked Estep 
Score: -38810676.000000 Penalty: 6324.532715
	Iteration 13Q: 3 clusters Score -3.881068e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 344297 members 
Entering Unmasked Estep 
Score: -38810792.000000 Penalty: 6324.532715
	Iteration 14Q: 3 clusters Score -3.881079e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 344362 members 
Entering Unmasked Estep 
Score: -38810840.000000 Penalty: 6324.532715
	Iteration 15Q: 3 clusters Score -3.881084e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 344411 members 
Entering Unmasked Estep 
Score: -38810932.000000 Penalty: 6324.532715
	Iteration 16Q: 3 clusters Score -3.881093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 344433 members 
Entering Unmasked Estep 
Score: -38810948.000000 Penalty: 6324.532715
	Iteration 17Q: 3 clusters Score -3.881095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 344445 members 
Entering Unmasked Estep 
Score: -38810944.000000 Penalty: 6324.532715
	Iteration 18Q: 3 clusters Score -3.881094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 344452 members 
Entering Unmasked Estep 
Score: -38810960.000000 Penalty: 6324.532715
	Iteration 19Q: 3 clusters Score -3.881096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 344457 members 
Entering Unmasked Estep 
Score: -38810972.000000 Penalty: 6324.532715
	Iteration 20F: 3 clusters Score -3.881097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 344460 members 
Entering Unmasked Estep 
Score: -38810972.000000 Penalty: 6324.532715
	Iteration 21Q: 3 clusters Score -3.881097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 344461 members 
Entering Unmasked Estep 
Score: -38810968.000000 Penalty: 6324.532715
	Iteration 22Q: 3 clusters Score -3.881097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 344464 members 
Entering Unmasked Estep 
Score: -38811000.000000 Penalty: 6324.532715
	Iteration 23Q: 3 clusters Score -3.8811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 344469 members 
Entering Unmasked Estep 
Score: -38811008.000000 Penalty: 6324.532715
	Iteration 24Q: 3 clusters Score -3.881101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 344478 members 
Entering Unmasked Estep 
Score: -38810988.000000 Penalty: 6324.532715
	Iteration 25Q: 3 clusters Score -3.881099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 344484 members 
Entering Unmasked Estep 
Score: -38811000.000000 Penalty: 6324.532715
	Iteration 26Q: 3 clusters Score -3.8811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 344487 members 
Entering Unmasked Estep 
Score: -38810980.000000 Penalty: 6324.532715
	Iteration 27Q: 3 clusters Score -3.881098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 344489 members 
Entering Unmasked Estep 
Score: -38810996.000000 Penalty: 6324.532715
	Iteration 28Q: 3 clusters Score -3.8811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 344489 members 
Entering Unmasked Estep 
Score: -38810992.000000 Penalty: 6324.532715
	Iteration 29Q: 3 clusters Score -3.881099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 344491 members 
Entering Unmasked Estep 
Score: -38810992.000000 Penalty: 6324.532715
	Iteration 30Q: 3 clusters Score -3.881099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344493 members 
Entering Unmasked Estep 
Score: -38810992.000000 Penalty: 6324.532715
	Iteration 31Q: 3 clusters Score -3.881099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344493 members 
Entering Unmasked Estep 
Score: -38810992.000000 Penalty: 6324.532715
	Iteration 32F: 3 clusters Score -3.881099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Entering Unmasked Estep 
Score: -2415957.250000 Penalty: 2476.250977
	Iteration 0F: 2 clusters Score -2415957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2400751.000000 Penalty: 4952.501953
	Iteration 0F: 3 clusters Score -2400751 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2405974.250000 Penalty: 4952.501953
	Iteration 1F: 3 clusters Score -2405974 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2406504.750000 Penalty: 4952.501953
	Iteration 2F: 3 clusters Score -2406505 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2406986.500000 Penalty: 4952.501953
	Iteration 3Q: 3 clusters Score -2406986 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2407529.750000 Penalty: 4952.501953
	Iteration 4F: 3 clusters Score -2407530 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2408179.750000 Penalty: 4952.501953
	Iteration 5F: 3 clusters Score -2408180 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2408971.500000 Penalty: 4952.501953
	Iteration 6F: 3 clusters Score -2408972 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2409942.250000 Penalty: 4952.501953
	Iteration 7F: 3 clusters Score -2409942 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2410963.000000 Penalty: 4952.501953
	Iteration 8F: 3 clusters Score -2410963 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2411955.750000 Penalty: 4952.501953
	Iteration 9F: 3 clusters Score -2411956 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2412792.250000 Penalty: 4952.501953
	Iteration 10Q: 3 clusters Score -2412792 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2413479.750000 Penalty: 4952.501953
	Iteration 11Q: 3 clusters Score -2413480 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2413957.500000 Penalty: 4952.501953
	Iteration 12Q: 3 clusters Score -2413958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2414261.750000 Penalty: 4952.501953
	Iteration 13Q: 3 clusters Score -2414262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2414422.500000 Penalty: 4952.501953
	Iteration 14Q: 3 clusters Score -2414422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2414502.750000 Penalty: 4952.501953
	Iteration 15Q: 3 clusters Score -2414503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2414533.250000 Penalty: 4952.501953
	Iteration 16Q: 3 clusters Score -2414533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2414556.500000 Penalty: 4952.501953
	Iteration 17Q: 3 clusters Score -2414556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2414569.250000 Penalty: 4952.501953
	Iteration 18Q: 3 clusters Score -2414569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2414571.500000 Penalty: 4952.501953
	Iteration 19Q: 3 clusters Score -2414572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2414575.750000 Penalty: 4952.501953
	Iteration 20F: 3 clusters Score -2414576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2414576.250000 Penalty: 4952.501953
	Iteration 21Q: 3 clusters Score -2414576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2414579.250000 Penalty: 4952.501953
	Iteration 22Q: 3 clusters Score -2414579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2414578.500000 Penalty: 4952.501953
	Iteration 23Q: 3 clusters Score -2414578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2414585.250000 Penalty: 4952.501953
	Iteration 24Q: 3 clusters Score -2414585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2414594.750000 Penalty: 4952.501953
	Iteration 25Q: 3 clusters Score -2414595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2414597.250000 Penalty: 4952.501953
	Iteration 26Q: 3 clusters Score -2414597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2414595.000000 Penalty: 4952.501953
	Iteration 27Q: 3 clusters Score -2414595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2414598.250000 Penalty: 4952.501953
	Iteration 28Q: 3 clusters Score -2414598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2414600.750000 Penalty: 4952.501953
	Iteration 29Q: 3 clusters Score -2414601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2414602.000000 Penalty: 4952.501953
	Iteration 30Q: 3 clusters Score -2414602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2414602.750000 Penalty: 4952.501953
	Iteration 31Q: 3 clusters Score -2414603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2414599.250000 Penalty: 4952.501953
	Iteration 32Q: 3 clusters Score -2414599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2414604.250000 Penalty: 4952.501953
	Iteration 33Q: 3 clusters Score -2414604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2414600.500000 Penalty: 4952.501953
	Iteration 34Q: 3 clusters Score -2414600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2414600.500000 Penalty: 4952.501953
	Iteration 35F: 3 clusters Score -2414600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Entering Unmasked Estep 
Score: -3415015.000000 Penalty: 2561.142090
	Iteration 0F: 2 clusters Score -3415015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3394214.500000 Penalty: 5122.284180
	Iteration 0F: 3 clusters Score -3394214 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3401618.750000 Penalty: 5122.284180
	Iteration 1F: 3 clusters Score -3401619 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3402132.000000 Penalty: 5122.284180
	Iteration 2Q: 3 clusters Score -3402132 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3402659.250000 Penalty: 5122.284180
	Iteration 3Q: 3 clusters Score -3402659 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3403299.000000 Penalty: 5122.284180
	Iteration 4Q: 3 clusters Score -3403299 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3404074.000000 Penalty: 5122.284180
	Iteration 5Q: 3 clusters Score -3404074 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3404876.250000 Penalty: 5122.284180
	Iteration 6F: 3 clusters Score -3404876 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3405670.750000 Penalty: 5122.284180
	Iteration 7F: 3 clusters Score -3405671 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3406370.750000 Penalty: 5122.284180
	Iteration 8Q: 3 clusters Score -3406371 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3406941.000000 Penalty: 5122.284180
	Iteration 9Q: 3 clusters Score -3406941 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3407419.750000 Penalty: 5122.284180
	Iteration 10Q: 3 clusters Score -3407420 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3407752.750000 Penalty: 5122.284180
	Iteration 11Q: 3 clusters Score -3407753 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3408008.250000 Penalty: 5122.284180
	Iteration 12Q: 3 clusters Score -3408008 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3408179.000000 Penalty: 5122.284180
	Iteration 13Q: 3 clusters Score -3408179 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3408323.500000 Penalty: 5122.284180
	Iteration 14Q: 3 clusters Score -3408324 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3408424.750000 Penalty: 5122.284180
	Iteration 15Q: 3 clusters Score -3408425 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3408525.000000 Penalty: 5122.284180
	Iteration 16Q: 3 clusters Score -3408525 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3408653.000000 Penalty: 5122.284180
	Iteration 17Q: 3 clusters Score -3408653 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3408765.500000 Penalty: 5122.284180
	Iteration 18Q: 3 clusters Score -3408766 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3408855.250000 Penalty: 5122.284180
	Iteration 19Q: 3 clusters Score -3408855 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3408982.750000 Penalty: 5122.284180
	Iteration 20F: 3 clusters Score -3408983 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3409094.250000 Penalty: 5122.284180
	Iteration 21Q: 3 clusters Score -3409094 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3409270.750000 Penalty: 5122.284180
	Iteration 22Q: 3 clusters Score -3409271 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3409419.500000 Penalty: 5122.284180
	Iteration 23Q: 3 clusters Score -3409420 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3409619.000000 Penalty: 5122.284180
	Iteration 24Q: 3 clusters Score -3409619 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3409820.250000 Penalty: 5122.284180
	Iteration 25Q: 3 clusters Score -3409820 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3410020.000000 Penalty: 5122.284180
	Iteration 26Q: 3 clusters Score -3410020 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3410281.750000 Penalty: 5122.284180
	Iteration 27Q: 3 clusters Score -3410282 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3410537.500000 Penalty: 5122.284180
	Iteration 28Q: 3 clusters Score -3410538 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3410797.500000 Penalty: 5122.284180
	Iteration 29Q: 3 clusters Score -3410798 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3411051.000000 Penalty: 5122.284180
	Iteration 30Q: 3 clusters Score -3411051 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3411287.250000 Penalty: 5122.284180
	Iteration 31Q: 3 clusters Score -3411287 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3411489.000000 Penalty: 5122.284180
	Iteration 32Q: 3 clusters Score -3411489 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3411688.250000 Penalty: 5122.284180
	Iteration 33Q: 3 clusters Score -3411688 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3411884.000000 Penalty: 5122.284180
	Iteration 34Q: 3 clusters Score -3411884 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3412088.000000 Penalty: 5122.284180
	Iteration 35Q: 3 clusters Score -3412088 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3412243.500000 Penalty: 5122.284180
	Iteration 36Q: 3 clusters Score -3412244 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3412385.000000 Penalty: 5122.284180
	Iteration 37Q: 3 clusters Score -3412385 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3412494.750000 Penalty: 5122.284180
	Iteration 38Q: 3 clusters Score -3412495 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3412563.750000 Penalty: 5122.284180
	Iteration 39Q: 3 clusters Score -3412564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3412628.750000 Penalty: 5122.284180
	Iteration 40F: 3 clusters Score -3412629 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3412684.000000 Penalty: 5122.284180
	Iteration 41Q: 3 clusters Score -3412684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3412741.750000 Penalty: 5122.284180
	Iteration 42Q: 3 clusters Score -3412742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3412770.750000 Penalty: 5122.284180
	Iteration 43Q: 3 clusters Score -3412771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3412793.250000 Penalty: 5122.284180
	Iteration 44Q: 3 clusters Score -3412793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3412815.250000 Penalty: 5122.284180
	Iteration 45Q: 3 clusters Score -3412815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3412835.750000 Penalty: 5122.284180
	Iteration 46Q: 3 clusters Score -3412836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3412855.250000 Penalty: 5122.284180
	Iteration 47Q: 3 clusters Score -3412855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3412877.500000 Penalty: 5122.284180
	Iteration 48Q: 3 clusters Score -3412878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3412884.750000 Penalty: 5122.284180
	Iteration 49Q: 3 clusters Score -3412885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3412891.500000 Penalty: 5122.284180
	Iteration 50Q: 3 clusters Score -3412892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3412904.000000 Penalty: 5122.284180
	Iteration 51Q: 3 clusters Score -3412904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3412915.500000 Penalty: 5122.284180
	Iteration 52Q: 3 clusters Score -3412916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3412923.000000 Penalty: 5122.284180
	Iteration 53Q: 3 clusters Score -3412923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3412923.750000 Penalty: 5122.284180
	Iteration 54Q: 3 clusters Score -3412924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3412931.750000 Penalty: 5122.284180
	Iteration 55Q: 3 clusters Score -3412932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3412941.250000 Penalty: 5122.284180
	Iteration 56Q: 3 clusters Score -3412941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3412938.500000 Penalty: 5122.284180
	Iteration 57Q: 3 clusters Score -3412938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3412944.000000 Penalty: 5122.284180
	Iteration 58Q: 3 clusters Score -3412944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3412943.250000 Penalty: 5122.284180
	Iteration 59Q: 3 clusters Score -3412943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3412944.250000 Penalty: 5122.284180
	Iteration 60F: 3 clusters Score -3412944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3412949.250000 Penalty: 5122.284180
	Iteration 61Q: 3 clusters Score -3412949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3412946.750000 Penalty: 5122.284180
	Iteration 62Q: 3 clusters Score -3412947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3412950.250000 Penalty: 5122.284180
	Iteration 63Q: 3 clusters Score -3412950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3412949.750000 Penalty: 5122.284180
	Iteration 64Q: 3 clusters Score -3412950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3412949.250000 Penalty: 5122.284180
	Iteration 65Q: 3 clusters Score -3412949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3412949.250000 Penalty: 5122.284180
	Iteration 66F: 3 clusters Score -3412949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -315251.250000 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -315251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -311937.218750 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -311937.2 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -312774.000000 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -312774 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -313106.968750 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -313107 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -313315.250000 Penalty: 4002.238281
	Iteration 3F: 3 clusters Score -313315.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -313480.406250 Penalty: 4002.238281
	Iteration 4F: 3 clusters Score -313480.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -313602.343750 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -313602.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -313693.531250 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -313693.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -313776.468750 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -313776.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -313838.031250 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -313838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -313880.593750 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -313880.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -313903.625000 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -313903.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -313934.125000 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -313934.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -313958.250000 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -313958.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -313980.625000 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -313980.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -314002.125000 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -314002.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -314016.250000 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -314016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -314024.031250 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -314024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -314028.531250 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -314028.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -314036.968750 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -314037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -314044.343750 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -314044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -314053.250000 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -314053.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -314073.812500 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -314073.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -314092.312500 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -314092.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -314113.562500 Penalty: 4002.238281
	Iteration 23Q: 3 clusters Score -314113.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -314122.843750 Penalty: 4002.238281
	Iteration 24Q: 3 clusters Score -314122.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -314135.750000 Penalty: 4002.238281
	Iteration 25Q: 3 clusters Score -314135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -314145.687500 Penalty: 4002.238281
	Iteration 26Q: 3 clusters Score -314145.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -314157.906250 Penalty: 4002.238281
	Iteration 27Q: 3 clusters Score -314157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -314164.937500 Penalty: 4002.238281
	Iteration 28Q: 3 clusters Score -314164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -314169.562500 Penalty: 4002.238281
	Iteration 29Q: 3 clusters Score -314169.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -314176.656250 Penalty: 4002.238281
	Iteration 30Q: 3 clusters Score -314176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -314182.125000 Penalty: 4002.238281
	Iteration 31Q: 3 clusters Score -314182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314183.406250 Penalty: 4002.238281
	Iteration 32Q: 3 clusters Score -314183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314184.406250 Penalty: 4002.238281
	Iteration 33Q: 3 clusters Score -314184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314185.781250 Penalty: 4002.238281
	Iteration 34Q: 3 clusters Score -314185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314185.781250 Penalty: 4002.238281
	Iteration 35F: 3 clusters Score -314185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -336023.781250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -336023.8 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 1533 members 
Entering Unmasked Estep 
Score: -332676.687500 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -332676.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -333363.625000 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -333363.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -333544.031250 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -333544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -333659.218750 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -333659.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -333727.312500 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -333727.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -333785.125000 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -333785.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -333835.968750 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -333836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -333872.093750 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -333872.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -333911.875000 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -333911.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -333938.625000 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -333938.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -333961.250000 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -333961.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -333994.343750 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -333994.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -334016.656250 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -334016.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -334037.906250 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -334037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -334058.031250 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -334058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -334069.875000 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -334069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -334080.125000 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -334080.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -334088.500000 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -334088.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -334102.250000 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -334102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -334113.750000 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -334113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -334123.718750 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -334123.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -334137.593750 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -334137.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -334153.625000 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -334153.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -334165.531250 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -334165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -334173.843750 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -334173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -334178.625000 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -334178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -334182.375000 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -334182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -334185.406250 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -334185.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -334188.687500 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -334188.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -334195.218750 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -334195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -334202.406250 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -334202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -334211.437500 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -334211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -334223.062500 Penalty: 3983.889404
	Iteration 32Q: 3 clusters Score -334223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -334231.187500 Penalty: 3983.889404
	Iteration 33Q: 3 clusters Score -334231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -334235.156250 Penalty: 3983.889404
	Iteration 34Q: 3 clusters Score -334235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -334238.437500 Penalty: 3983.889404
	Iteration 35Q: 3 clusters Score -334238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -334243.250000 Penalty: 3983.889404
	Iteration 36Q: 3 clusters Score -334243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -334246.375000 Penalty: 3983.889404
	Iteration 37Q: 3 clusters Score -334246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -334251.375000 Penalty: 3983.889404
	Iteration 38Q: 3 clusters Score -334251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -334255.687500 Penalty: 3983.889404
	Iteration 39Q: 3 clusters Score -334255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -334258.718750 Penalty: 3983.889404
	Iteration 40F: 3 clusters Score -334258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -334260.343750 Penalty: 3983.889404
	Iteration 41Q: 3 clusters Score -334260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -334264.625000 Penalty: 3983.889404
	Iteration 42Q: 3 clusters Score -334264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -334268.500000 Penalty: 3983.889404
	Iteration 43Q: 3 clusters Score -334268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -334271.437500 Penalty: 3983.889404
	Iteration 44Q: 3 clusters Score -334271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -334273.218750 Penalty: 3983.889404
	Iteration 45Q: 3 clusters Score -334273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -334274.093750 Penalty: 3983.889404
	Iteration 46Q: 3 clusters Score -334274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -334274.093750 Penalty: 3983.889404
	Iteration 47F: 3 clusters Score -334274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -124558.484375 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -124558.5 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 567 members 
Entering Unmasked Estep 
Score: -122511.359375 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -122511.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122831.218750 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -122831.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122940.976562 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -122941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122976.976562 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -122977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122995.445312 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -122995.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123005.648438 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -123005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123006.179688 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -123006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123008.968750 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -123009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123012.093750 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -123012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123012.093750 Penalty: 3486.427490
	Iteration 9F: 3 clusters Score -123012.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Entering Unmasked Estep 
Score: -2219214.500000 Penalty: 2446.366943
	Iteration 0F: 2 clusters Score -2219214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2205553.500000 Penalty: 4892.733887
	Iteration 0F: 3 clusters Score -2205554 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2210125.500000 Penalty: 4892.733887
	Iteration 1F: 3 clusters Score -2210126 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2210490.000000 Penalty: 4892.733887
	Iteration 2F: 3 clusters Score -2210490 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2210803.250000 Penalty: 4892.733887
	Iteration 3Q: 3 clusters Score -2210803 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2211082.000000 Penalty: 4892.733887
	Iteration 4Q: 3 clusters Score -2211082 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2211431.000000 Penalty: 4892.733887
	Iteration 5Q: 3 clusters Score -2211431 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2211840.750000 Penalty: 4892.733887
	Iteration 6Q: 3 clusters Score -2211841 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2212408.000000 Penalty: 4892.733887
	Iteration 7Q: 3 clusters Score -2212408 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2213076.000000 Penalty: 4892.733887
	Iteration 8Q: 3 clusters Score -2213076 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2213755.250000 Penalty: 4892.733887
	Iteration 9Q: 3 clusters Score -2213755 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2214482.500000 Penalty: 4892.733887
	Iteration 10Q: 3 clusters Score -2214482 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2215164.000000 Penalty: 4892.733887
	Iteration 11Q: 3 clusters Score -2215164 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2215694.250000 Penalty: 4892.733887
	Iteration 12Q: 3 clusters Score -2215694 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2216157.750000 Penalty: 4892.733887
	Iteration 13Q: 3 clusters Score -2216158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2216482.500000 Penalty: 4892.733887
	Iteration 14Q: 3 clusters Score -2216482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2216702.000000 Penalty: 4892.733887
	Iteration 15Q: 3 clusters Score -2216702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2216849.250000 Penalty: 4892.733887
	Iteration 16Q: 3 clusters Score -2216849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2216936.750000 Penalty: 4892.733887
	Iteration 17Q: 3 clusters Score -2216937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2216995.500000 Penalty: 4892.733887
	Iteration 18Q: 3 clusters Score -2216996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2217043.000000 Penalty: 4892.733887
	Iteration 19Q: 3 clusters Score -2217043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2217071.250000 Penalty: 4892.733887
	Iteration 20F: 3 clusters Score -2217071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2217093.250000 Penalty: 4892.733887
	Iteration 21Q: 3 clusters Score -2217093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2217102.500000 Penalty: 4892.733887
	Iteration 22Q: 3 clusters Score -2217102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2217103.500000 Penalty: 4892.733887
	Iteration 23Q: 3 clusters Score -2217104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2217114.750000 Penalty: 4892.733887
	Iteration 24Q: 3 clusters Score -2217115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2217120.250000 Penalty: 4892.733887
	Iteration 25Q: 3 clusters Score -2217120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2217126.250000 Penalty: 4892.733887
	Iteration 26Q: 3 clusters Score -2217126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2217127.250000 Penalty: 4892.733887
	Iteration 27Q: 3 clusters Score -2217127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2217131.750000 Penalty: 4892.733887
	Iteration 28Q: 3 clusters Score -2217132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2217133.750000 Penalty: 4892.733887
	Iteration 29Q: 3 clusters Score -2217134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2217135.250000 Penalty: 4892.733887
	Iteration 30Q: 3 clusters Score -2217135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2217135.250000 Penalty: 4892.733887
	Iteration 31F: 3 clusters Score -2217135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -212017.953125 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -212018 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 897 members 
Entering Unmasked Estep 
Score: -209425.750000 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -209425.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209842.156250 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -209842.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209970.937500 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -209970.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -210036.640625 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -210036.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210069.859375 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -210069.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210095.437500 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -210095.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210113.046875 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -210113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210125.515625 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -210125.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210129.703125 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -210129.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -210134.828125 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -210134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210139.406250 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -210139.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210142.484375 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -210142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210145.218750 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -210145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210148.312500 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -210148.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210152.218750 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -210152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210152.984375 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -210153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210152.984375 Penalty: 3737.771973
	Iteration 16F: 3 clusters Score -210153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Entering Unmasked Estep 
Score: -1398064.125000 Penalty: 2355.745117
	Iteration 0F: 2 clusters Score -1398064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1388323.375000 Penalty: 4711.490234
	Iteration 0F: 3 clusters Score -1388323 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1391355.500000 Penalty: 4711.490234
	Iteration 1F: 3 clusters Score -1391356 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1391811.500000 Penalty: 4711.490234
	Iteration 2F: 3 clusters Score -1391812 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1392214.875000 Penalty: 4711.490234
	Iteration 3F: 3 clusters Score -1392215 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1392583.750000 Penalty: 4711.490234
	Iteration 4F: 3 clusters Score -1392584 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1392935.250000 Penalty: 4711.490234
	Iteration 5Q: 3 clusters Score -1392935 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1393267.250000 Penalty: 4711.490234
	Iteration 6Q: 3 clusters Score -1393267 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1393604.375000 Penalty: 4711.490234
	Iteration 7Q: 3 clusters Score -1393604 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1393952.125000 Penalty: 4711.490234
	Iteration 8Q: 3 clusters Score -1393952 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1394358.750000 Penalty: 4711.490234
	Iteration 9Q: 3 clusters Score -1394359 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1394784.375000 Penalty: 4711.490234
	Iteration 10Q: 3 clusters Score -1394784 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1395205.625000 Penalty: 4711.490234
	Iteration 11Q: 3 clusters Score -1395206 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1395597.375000 Penalty: 4711.490234
	Iteration 12Q: 3 clusters Score -1395597 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1395912.500000 Penalty: 4711.490234
	Iteration 13Q: 3 clusters Score -1395912 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1396144.375000 Penalty: 4711.490234
	Iteration 14Q: 3 clusters Score -1396144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1396277.875000 Penalty: 4711.490234
	Iteration 15Q: 3 clusters Score -1396278 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1396374.625000 Penalty: 4711.490234
	Iteration 16Q: 3 clusters Score -1396375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1396454.250000 Penalty: 4711.490234
	Iteration 17Q: 3 clusters Score -1396454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1396517.875000 Penalty: 4711.490234
	Iteration 18Q: 3 clusters Score -1396518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1396568.250000 Penalty: 4711.490234
	Iteration 19Q: 3 clusters Score -1396568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1396605.375000 Penalty: 4711.490234
	Iteration 20F: 3 clusters Score -1396605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1396632.000000 Penalty: 4711.490234
	Iteration 21Q: 3 clusters Score -1396632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1396656.125000 Penalty: 4711.490234
	Iteration 22Q: 3 clusters Score -1396656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1396674.375000 Penalty: 4711.490234
	Iteration 23Q: 3 clusters Score -1396674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1396694.500000 Penalty: 4711.490234
	Iteration 24Q: 3 clusters Score -1396694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1396701.750000 Penalty: 4711.490234
	Iteration 25Q: 3 clusters Score -1396702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1396715.000000 Penalty: 4711.490234
	Iteration 26Q: 3 clusters Score -1396715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1396720.375000 Penalty: 4711.490234
	Iteration 27Q: 3 clusters Score -1396720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1396730.000000 Penalty: 4711.490234
	Iteration 28Q: 3 clusters Score -1396730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1396733.875000 Penalty: 4711.490234
	Iteration 29Q: 3 clusters Score -1396734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1396738.500000 Penalty: 4711.490234
	Iteration 30Q: 3 clusters Score -1396738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1396741.750000 Penalty: 4711.490234
	Iteration 31Q: 3 clusters Score -1396742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1396743.250000 Penalty: 4711.490234
	Iteration 32Q: 3 clusters Score -1396743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1396744.125000 Penalty: 4711.490234
	Iteration 33Q: 3 clusters Score -1396744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1396749.250000 Penalty: 4711.490234
	Iteration 34Q: 3 clusters Score -1396749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1396749.250000 Penalty: 4711.490234
	Iteration 35Q: 3 clusters Score -1396749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1396748.750000 Penalty: 4711.490234
	Iteration 36Q: 3 clusters Score -1396749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1396751.000000 Penalty: 4711.490234
	Iteration 37Q: 3 clusters Score -1396751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1396751.000000 Penalty: 4711.490234
	Iteration 38Q: 3 clusters Score -1396751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1396751.625000 Penalty: 4711.490234
	Iteration 39Q: 3 clusters Score -1396752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1396751.125000 Penalty: 4711.490234
	Iteration 40F: 3 clusters Score -1396751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -978392.625000 Penalty: 2242.337891
	Iteration 0F: 2 clusters Score -978392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -971611.000000 Penalty: 4484.675781
	Iteration 0F: 3 clusters Score -971611 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -973476.625000 Penalty: 4484.675781
	Iteration 1F: 3 clusters Score -973476.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -973760.562500 Penalty: 4484.675781
	Iteration 2F: 3 clusters Score -973760.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -973937.250000 Penalty: 4484.675781
	Iteration 3F: 3 clusters Score -973937.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -974059.625000 Penalty: 4484.675781
	Iteration 4Q: 3 clusters Score -974059.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -974155.625000 Penalty: 4484.675781
	Iteration 5Q: 3 clusters Score -974155.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -974240.562500 Penalty: 4484.675781
	Iteration 6Q: 3 clusters Score -974240.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -974309.437500 Penalty: 4484.675781
	Iteration 7Q: 3 clusters Score -974309.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -974376.937500 Penalty: 4484.675781
	Iteration 8Q: 3 clusters Score -974376.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -974440.250000 Penalty: 4484.675781
	Iteration 9Q: 3 clusters Score -974440.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -974517.812500 Penalty: 4484.675781
	Iteration 10Q: 3 clusters Score -974517.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -974602.500000 Penalty: 4484.675781
	Iteration 11Q: 3 clusters Score -974602.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -974685.687500 Penalty: 4484.675781
	Iteration 12Q: 3 clusters Score -974685.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -974769.750000 Penalty: 4484.675781
	Iteration 13Q: 3 clusters Score -974769.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -974866.750000 Penalty: 4484.675781
	Iteration 14Q: 3 clusters Score -974866.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -974974.062500 Penalty: 4484.675781
	Iteration 15Q: 3 clusters Score -974974.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -975098.062500 Penalty: 4484.675781
	Iteration 16Q: 3 clusters Score -975098.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -975225.437500 Penalty: 4484.675781
	Iteration 17Q: 3 clusters Score -975225.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -975382.687500 Penalty: 4484.675781
	Iteration 18Q: 3 clusters Score -975382.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -975531.250000 Penalty: 4484.675781
	Iteration 19Q: 3 clusters Score -975531.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -975665.062500 Penalty: 4484.675781
	Iteration 20F: 3 clusters Score -975665.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -975783.125000 Penalty: 4484.675781
	Iteration 21Q: 3 clusters Score -975783.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -975902.750000 Penalty: 4484.675781
	Iteration 22Q: 3 clusters Score -975902.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -975997.000000 Penalty: 4484.675781
	Iteration 23Q: 3 clusters Score -975997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -976066.625000 Penalty: 4484.675781
	Iteration 24Q: 3 clusters Score -976066.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -976137.937500 Penalty: 4484.675781
	Iteration 25Q: 3 clusters Score -976137.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -976178.062500 Penalty: 4484.675781
	Iteration 26Q: 3 clusters Score -976178.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -976217.187500 Penalty: 4484.675781
	Iteration 27Q: 3 clusters Score -976217.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -976244.187500 Penalty: 4484.675781
	Iteration 28Q: 3 clusters Score -976244.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -976268.625000 Penalty: 4484.675781
	Iteration 29Q: 3 clusters Score -976268.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -976287.750000 Penalty: 4484.675781
	Iteration 30Q: 3 clusters Score -976287.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -976302.687500 Penalty: 4484.675781
	Iteration 31Q: 3 clusters Score -976302.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -976315.500000 Penalty: 4484.675781
	Iteration 32Q: 3 clusters Score -976315.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -976327.937500 Penalty: 4484.675781
	Iteration 33Q: 3 clusters Score -976327.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -976342.875000 Penalty: 4484.675781
	Iteration 34Q: 3 clusters Score -976342.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -976364.875000 Penalty: 4484.675781
	Iteration 35Q: 3 clusters Score -976364.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -976377.937500 Penalty: 4484.675781
	Iteration 36Q: 3 clusters Score -976377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -976382.875000 Penalty: 4484.675781
	Iteration 37Q: 3 clusters Score -976382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -976391.375000 Penalty: 4484.675781
	Iteration 38Q: 3 clusters Score -976391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -976400.437500 Penalty: 4484.675781
	Iteration 39Q: 3 clusters Score -976400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -976403.125000 Penalty: 4484.675781
	Iteration 40F: 3 clusters Score -976403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -976408.875000 Penalty: 4484.675781
	Iteration 41Q: 3 clusters Score -976408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -976410.625000 Penalty: 4484.675781
	Iteration 42Q: 3 clusters Score -976410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -976414.812500 Penalty: 4484.675781
	Iteration 43Q: 3 clusters Score -976414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -976420.125000 Penalty: 4484.675781
	Iteration 44Q: 3 clusters Score -976420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -976421.687500 Penalty: 4484.675781
	Iteration 45Q: 3 clusters Score -976421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -976429.187500 Penalty: 4484.675781
	Iteration 46Q: 3 clusters Score -976429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -976430.375000 Penalty: 4484.675781
	Iteration 47Q: 3 clusters Score -976430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -976435.000000 Penalty: 4484.675781
	Iteration 48Q: 3 clusters Score -976435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -976438.312500 Penalty: 4484.675781
	Iteration 49Q: 3 clusters Score -976438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -976439.062500 Penalty: 4484.675781
	Iteration 50Q: 3 clusters Score -976439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -976439.875000 Penalty: 4484.675781
	Iteration 51Q: 3 clusters Score -976439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -976440.375000 Penalty: 4484.675781
	Iteration 52Q: 3 clusters Score -976440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -976441.187500 Penalty: 4484.675781
	Iteration 53Q: 3 clusters Score -976441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -976441.187500 Penalty: 4484.675781
	Iteration 54F: 3 clusters Score -976441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -603730.187500 Penalty: 2135.268799
	Iteration 0F: 2 clusters Score -603730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -598903.937500 Penalty: 4270.537598
	Iteration 0F: 3 clusters Score -598903.9 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -600105.937500 Penalty: 4270.537598
	Iteration 1F: 3 clusters Score -600105.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -600325.812500 Penalty: 4270.537598
	Iteration 2F: 3 clusters Score -600325.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -600479.812500 Penalty: 4270.537598
	Iteration 3Q: 3 clusters Score -600479.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -600598.625000 Penalty: 4270.537598
	Iteration 4Q: 3 clusters Score -600598.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -600690.375000 Penalty: 4270.537598
	Iteration 5Q: 3 clusters Score -600690.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -600760.437500 Penalty: 4270.537598
	Iteration 6Q: 3 clusters Score -600760.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -600827.250000 Penalty: 4270.537598
	Iteration 7Q: 3 clusters Score -600827.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -600884.937500 Penalty: 4270.537598
	Iteration 8Q: 3 clusters Score -600884.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -600933.562500 Penalty: 4270.537598
	Iteration 9Q: 3 clusters Score -600933.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -600980.312500 Penalty: 4270.537598
	Iteration 10Q: 3 clusters Score -600980.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -601017.375000 Penalty: 4270.537598
	Iteration 11Q: 3 clusters Score -601017.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -601055.125000 Penalty: 4270.537598
	Iteration 12Q: 3 clusters Score -601055.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -601086.875000 Penalty: 4270.537598
	Iteration 13Q: 3 clusters Score -601086.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -601112.687500 Penalty: 4270.537598
	Iteration 14Q: 3 clusters Score -601112.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -601138.500000 Penalty: 4270.537598
	Iteration 15Q: 3 clusters Score -601138.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -601161.437500 Penalty: 4270.537598
	Iteration 16Q: 3 clusters Score -601161.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -601189.437500 Penalty: 4270.537598
	Iteration 17Q: 3 clusters Score -601189.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -601218.062500 Penalty: 4270.537598
	Iteration 18Q: 3 clusters Score -601218.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -601239.875000 Penalty: 4270.537598
	Iteration 19Q: 3 clusters Score -601239.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -601261.187500 Penalty: 4270.537598
	Iteration 20F: 3 clusters Score -601261.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -601283.187500 Penalty: 4270.537598
	Iteration 21Q: 3 clusters Score -601283.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -601302.187500 Penalty: 4270.537598
	Iteration 22Q: 3 clusters Score -601302.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -601318.000000 Penalty: 4270.537598
	Iteration 23Q: 3 clusters Score -601318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -601331.500000 Penalty: 4270.537598
	Iteration 24Q: 3 clusters Score -601331.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -601352.875000 Penalty: 4270.537598
	Iteration 25Q: 3 clusters Score -601352.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -601384.437500 Penalty: 4270.537598
	Iteration 26Q: 3 clusters Score -601384.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -601420.937500 Penalty: 4270.537598
	Iteration 27Q: 3 clusters Score -601420.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -601459.000000 Penalty: 4270.537598
	Iteration 28Q: 3 clusters Score -601459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -601513.312500 Penalty: 4270.537598
	Iteration 29Q: 3 clusters Score -601513.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -601566.312500 Penalty: 4270.537598
	Iteration 30Q: 3 clusters Score -601566.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -601620.937500 Penalty: 4270.537598
	Iteration 31Q: 3 clusters Score -601620.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -601664.562500 Penalty: 4270.537598
	Iteration 32Q: 3 clusters Score -601664.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -601696.625000 Penalty: 4270.537598
	Iteration 33Q: 3 clusters Score -601696.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -601733.375000 Penalty: 4270.537598
	Iteration 34Q: 3 clusters Score -601733.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -601764.375000 Penalty: 4270.537598
	Iteration 35Q: 3 clusters Score -601764.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -601791.312500 Penalty: 4270.537598
	Iteration 36Q: 3 clusters Score -601791.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -601812.750000 Penalty: 4270.537598
	Iteration 37Q: 3 clusters Score -601812.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -601844.000000 Penalty: 4270.537598
	Iteration 38Q: 3 clusters Score -601844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -601870.687500 Penalty: 4270.537598
	Iteration 39Q: 3 clusters Score -601870.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -601892.875000 Penalty: 4270.537598
	Iteration 40F: 3 clusters Score -601892.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -601915.750000 Penalty: 4270.537598
	Iteration 41Q: 3 clusters Score -601915.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -601936.937500 Penalty: 4270.537598
	Iteration 42Q: 3 clusters Score -601936.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -601951.687500 Penalty: 4270.537598
	Iteration 43Q: 3 clusters Score -601951.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -601965.437500 Penalty: 4270.537598
	Iteration 44Q: 3 clusters Score -601965.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -601985.750000 Penalty: 4270.537598
	Iteration 45Q: 3 clusters Score -601985.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -602008.125000 Penalty: 4270.537598
	Iteration 46Q: 3 clusters Score -602008.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -602024.062500 Penalty: 4270.537598
	Iteration 47Q: 3 clusters Score -602024.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -602037.000000 Penalty: 4270.537598
	Iteration 48Q: 3 clusters Score -602037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -602051.750000 Penalty: 4270.537598
	Iteration 49Q: 3 clusters Score -602051.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -602064.625000 Penalty: 4270.537598
	Iteration 50Q: 3 clusters Score -602064.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -602071.687500 Penalty: 4270.537598
	Iteration 51Q: 3 clusters Score -602071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -602079.937500 Penalty: 4270.537598
	Iteration 52Q: 3 clusters Score -602079.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -602085.375000 Penalty: 4270.537598
	Iteration 53Q: 3 clusters Score -602085.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -602091.750000 Penalty: 4270.537598
	Iteration 54Q: 3 clusters Score -602091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -602096.375000 Penalty: 4270.537598
	Iteration 55Q: 3 clusters Score -602096.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -602101.125000 Penalty: 4270.537598
	Iteration 56Q: 3 clusters Score -602101.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -602105.375000 Penalty: 4270.537598
	Iteration 57Q: 3 clusters Score -602105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -602107.750000 Penalty: 4270.537598
	Iteration 58Q: 3 clusters Score -602107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -602112.250000 Penalty: 4270.537598
	Iteration 59Q: 3 clusters Score -602112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -602115.000000 Penalty: 4270.537598
	Iteration 60F: 3 clusters Score -602115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -602116.875000 Penalty: 4270.537598
	Iteration 61Q: 3 clusters Score -602116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -602118.500000 Penalty: 4270.537598
	Iteration 62Q: 3 clusters Score -602118.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -602119.875000 Penalty: 4270.537598
	Iteration 63Q: 3 clusters Score -602119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -602120.437500 Penalty: 4270.537598
	Iteration 64Q: 3 clusters Score -602120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -602122.062500 Penalty: 4270.537598
	Iteration 65Q: 3 clusters Score -602122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -602122.312500 Penalty: 4270.537598
	Iteration 66Q: 3 clusters Score -602122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -602122.187500 Penalty: 4270.537598
	Iteration 67Q: 3 clusters Score -602122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -602122.375000 Penalty: 4270.537598
	Iteration 68Q: 3 clusters Score -602122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -602122.312500 Penalty: 4270.537598
	Iteration 69Q: 3 clusters Score -602122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -602124.125000 Penalty: 4270.537598
	Iteration 70Q: 3 clusters Score -602124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -602124.125000 Penalty: 4270.537598
	Iteration 71F: 3 clusters Score -602124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Entering Unmasked Estep 
Score: -1318952.625000 Penalty: 2327.658936
	Iteration 0F: 2 clusters Score -1318953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1310029.000000 Penalty: 4655.317871
	Iteration 0F: 3 clusters Score -1310029 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1312868.125000 Penalty: 4655.317871
	Iteration 1F: 3 clusters Score -1312868 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1313457.625000 Penalty: 4655.317871
	Iteration 2F: 3 clusters Score -1313458 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1314056.500000 Penalty: 4655.317871
	Iteration 3F: 3 clusters Score -1314056 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1314725.250000 Penalty: 4655.317871
	Iteration 4F: 3 clusters Score -1314725 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1315480.250000 Penalty: 4655.317871
	Iteration 5F: 3 clusters Score -1315480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1316165.250000 Penalty: 4655.317871
	Iteration 6F: 3 clusters Score -1316165 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1316720.750000 Penalty: 4655.317871
	Iteration 7F: 3 clusters Score -1316721 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1317109.000000 Penalty: 4655.317871
	Iteration 8Q: 3 clusters Score -1317109 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1317364.500000 Penalty: 4655.317871
	Iteration 9Q: 3 clusters Score -1317364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1317531.250000 Penalty: 4655.317871
	Iteration 10Q: 3 clusters Score -1317531 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1317658.750000 Penalty: 4655.317871
	Iteration 11Q: 3 clusters Score -1317659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1317750.625000 Penalty: 4655.317871
	Iteration 12Q: 3 clusters Score -1317751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1317825.750000 Penalty: 4655.317871
	Iteration 13Q: 3 clusters Score -1317826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1317874.875000 Penalty: 4655.317871
	Iteration 14Q: 3 clusters Score -1317875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1317917.000000 Penalty: 4655.317871
	Iteration 15Q: 3 clusters Score -1317917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1317949.250000 Penalty: 4655.317871
	Iteration 16Q: 3 clusters Score -1317949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1317984.875000 Penalty: 4655.317871
	Iteration 17Q: 3 clusters Score -1317985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1318021.375000 Penalty: 4655.317871
	Iteration 18Q: 3 clusters Score -1318021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1318054.000000 Penalty: 4655.317871
	Iteration 19Q: 3 clusters Score -1318054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1318070.125000 Penalty: 4655.317871
	Iteration 20F: 3 clusters Score -1318070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1318090.750000 Penalty: 4655.317871
	Iteration 21Q: 3 clusters Score -1318091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1318102.375000 Penalty: 4655.317871
	Iteration 22Q: 3 clusters Score -1318102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1318100.375000 Penalty: 4655.317871
	Iteration 23Q: 3 clusters Score -1318100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1318102.000000 Penalty: 4655.317871
	Iteration 24Q: 3 clusters Score -1318102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1318101.625000 Penalty: 4655.317871
	Iteration 25Q: 3 clusters Score -1318102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1318101.625000 Penalty: 4655.317871
	Iteration 26F: 3 clusters Score -1318102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -23349.250000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -23349.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22156.000000 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -22156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22320.925781 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -22320.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22360.939453 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -22360.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22399.400391 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -22399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22405.578125 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -22405.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22420.390625 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -22420.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22420.390625 Penalty: 2798.385986
	Iteration 6F: 3 clusters Score -22420.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -33839.601562 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -33839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32579.685547 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -32579.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32735.539062 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -32735.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32832.988281 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -32832.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32870.042969 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -32870.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32876.148438 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -32876.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32876.148438 Penalty: 2916.744385
	Iteration 5F: 3 clusters Score -32876.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -713026.187500 Penalty: 2172.436768
	Iteration 0F: 2 clusters Score -713026.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -707625.687500 Penalty: 4344.873535
	Iteration 0F: 3 clusters Score -707625.7 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -708998.062500 Penalty: 4344.873535
	Iteration 1F: 3 clusters Score -708998.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -709252.625000 Penalty: 4344.873535
	Iteration 2F: 3 clusters Score -709252.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -709410.750000 Penalty: 4344.873535
	Iteration 3Q: 3 clusters Score -709410.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -709528.937500 Penalty: 4344.873535
	Iteration 4Q: 3 clusters Score -709528.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -709625.812500 Penalty: 4344.873535
	Iteration 5Q: 3 clusters Score -709625.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -709704.812500 Penalty: 4344.873535
	Iteration 6Q: 3 clusters Score -709704.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -709764.500000 Penalty: 4344.873535
	Iteration 7Q: 3 clusters Score -709764.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -709818.062500 Penalty: 4344.873535
	Iteration 8Q: 3 clusters Score -709818.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -709862.187500 Penalty: 4344.873535
	Iteration 9Q: 3 clusters Score -709862.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -709909.437500 Penalty: 4344.873535
	Iteration 10Q: 3 clusters Score -709909.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -709956.500000 Penalty: 4344.873535
	Iteration 11Q: 3 clusters Score -709956.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -710007.937500 Penalty: 4344.873535
	Iteration 12Q: 3 clusters Score -710007.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -710059.187500 Penalty: 4344.873535
	Iteration 13Q: 3 clusters Score -710059.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -710112.125000 Penalty: 4344.873535
	Iteration 14Q: 3 clusters Score -710112.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -710169.625000 Penalty: 4344.873535
	Iteration 15Q: 3 clusters Score -710169.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -710219.625000 Penalty: 4344.873535
	Iteration 16Q: 3 clusters Score -710219.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -710267.312500 Penalty: 4344.873535
	Iteration 17Q: 3 clusters Score -710267.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -710315.625000 Penalty: 4344.873535
	Iteration 18Q: 3 clusters Score -710315.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -710370.937500 Penalty: 4344.873535
	Iteration 19Q: 3 clusters Score -710370.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -710424.625000 Penalty: 4344.873535
	Iteration 20F: 3 clusters Score -710424.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -710489.812500 Penalty: 4344.873535
	Iteration 21Q: 3 clusters Score -710489.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -710560.812500 Penalty: 4344.873535
	Iteration 22Q: 3 clusters Score -710560.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -710636.187500 Penalty: 4344.873535
	Iteration 23Q: 3 clusters Score -710636.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -710710.750000 Penalty: 4344.873535
	Iteration 24Q: 3 clusters Score -710710.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -710781.812500 Penalty: 4344.873535
	Iteration 25Q: 3 clusters Score -710781.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -710844.937500 Penalty: 4344.873535
	Iteration 26Q: 3 clusters Score -710844.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -710900.250000 Penalty: 4344.873535
	Iteration 27Q: 3 clusters Score -710900.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -710955.125000 Penalty: 4344.873535
	Iteration 28Q: 3 clusters Score -710955.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -711002.750000 Penalty: 4344.873535
	Iteration 29Q: 3 clusters Score -711002.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -711035.812500 Penalty: 4344.873535
	Iteration 30Q: 3 clusters Score -711035.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -711060.312500 Penalty: 4344.873535
	Iteration 31Q: 3 clusters Score -711060.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -711076.875000 Penalty: 4344.873535
	Iteration 32Q: 3 clusters Score -711076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -711090.437500 Penalty: 4344.873535
	Iteration 33Q: 3 clusters Score -711090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -711106.250000 Penalty: 4344.873535
	Iteration 34Q: 3 clusters Score -711106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -711116.125000 Penalty: 4344.873535
	Iteration 35Q: 3 clusters Score -711116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -711129.187500 Penalty: 4344.873535
	Iteration 36Q: 3 clusters Score -711129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -711142.687500 Penalty: 4344.873535
	Iteration 37Q: 3 clusters Score -711142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -711153.062500 Penalty: 4344.873535
	Iteration 38Q: 3 clusters Score -711153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -711157.125000 Penalty: 4344.873535
	Iteration 39Q: 3 clusters Score -711157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -711164.187500 Penalty: 4344.873535
	Iteration 40F: 3 clusters Score -711164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -711169.937500 Penalty: 4344.873535
	Iteration 41Q: 3 clusters Score -711169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -711171.312500 Penalty: 4344.873535
	Iteration 42Q: 3 clusters Score -711171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -711172.625000 Penalty: 4344.873535
	Iteration 43Q: 3 clusters Score -711172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -711172.500000 Penalty: 4344.873535
	Iteration 44Q: 3 clusters Score -711172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -711174.125000 Penalty: 4344.873535
	Iteration 45Q: 3 clusters Score -711174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -711174.125000 Penalty: 4344.873535
	Iteration 46F: 3 clusters Score -711174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Entering Unmasked Estep 
Score: -3198194.750000 Penalty: 2561.798584
	Iteration 0F: 2 clusters Score -3198195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3177202.750000 Penalty: 5123.597168
	Iteration 0F: 3 clusters Score -3177203 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3184861.750000 Penalty: 5123.597168
	Iteration 1F: 3 clusters Score -3184862 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3185697.000000 Penalty: 5123.597168
	Iteration 2F: 3 clusters Score -3185697 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3186732.250000 Penalty: 5123.597168
	Iteration 3F: 3 clusters Score -3186732 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3188116.500000 Penalty: 5123.597168
	Iteration 4F: 3 clusters Score -3188116 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3189686.750000 Penalty: 5123.597168
	Iteration 5F: 3 clusters Score -3189687 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3191401.750000 Penalty: 5123.597168
	Iteration 6F: 3 clusters Score -3191402 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3192944.000000 Penalty: 5123.597168
	Iteration 7F: 3 clusters Score -3192944 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3194161.500000 Penalty: 5123.597168
	Iteration 8Q: 3 clusters Score -3194162 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3194947.000000 Penalty: 5123.597168
	Iteration 9Q: 3 clusters Score -3194947 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3195498.500000 Penalty: 5123.597168
	Iteration 10Q: 3 clusters Score -3195498 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3195834.250000 Penalty: 5123.597168
	Iteration 11Q: 3 clusters Score -3195834 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3196028.500000 Penalty: 5123.597168
	Iteration 12Q: 3 clusters Score -3196028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3196158.750000 Penalty: 5123.597168
	Iteration 13Q: 3 clusters Score -3196159 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3196246.000000 Penalty: 5123.597168
	Iteration 14Q: 3 clusters Score -3196246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3196296.250000 Penalty: 5123.597168
	Iteration 15Q: 3 clusters Score -3196296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3196346.250000 Penalty: 5123.597168
	Iteration 16Q: 3 clusters Score -3196346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3196375.500000 Penalty: 5123.597168
	Iteration 17Q: 3 clusters Score -3196376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3196394.750000 Penalty: 5123.597168
	Iteration 18Q: 3 clusters Score -3196395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3196407.500000 Penalty: 5123.597168
	Iteration 19Q: 3 clusters Score -3196408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3196412.500000 Penalty: 5123.597168
	Iteration 20F: 3 clusters Score -3196412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3196421.750000 Penalty: 5123.597168
	Iteration 21Q: 3 clusters Score -3196422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3196430.750000 Penalty: 5123.597168
	Iteration 22Q: 3 clusters Score -3196431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3196436.500000 Penalty: 5123.597168
	Iteration 23Q: 3 clusters Score -3196436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -3196443.250000 Penalty: 5123.597168
	Iteration 24Q: 3 clusters Score -3196443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3196445.500000 Penalty: 5123.597168
	Iteration 25Q: 3 clusters Score -3196446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3196448.500000 Penalty: 5123.597168
	Iteration 26Q: 3 clusters Score -3196448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3196457.000000 Penalty: 5123.597168
	Iteration 27Q: 3 clusters Score -3196457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3196458.250000 Penalty: 5123.597168
	Iteration 28Q: 3 clusters Score -3196458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3196463.000000 Penalty: 5123.597168
	Iteration 29Q: 3 clusters Score -3196463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3196472.500000 Penalty: 5123.597168
	Iteration 30Q: 3 clusters Score -3196472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3196473.250000 Penalty: 5123.597168
	Iteration 31Q: 3 clusters Score -3196473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3196481.000000 Penalty: 5123.597168
	Iteration 32Q: 3 clusters Score -3196481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3196480.500000 Penalty: 5123.597168
	Iteration 33Q: 3 clusters Score -3196480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3196486.000000 Penalty: 5123.597168
	Iteration 34Q: 3 clusters Score -3196486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3196494.250000 Penalty: 5123.597168
	Iteration 35Q: 3 clusters Score -3196494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3196492.250000 Penalty: 5123.597168
	Iteration 36Q: 3 clusters Score -3196492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3196491.750000 Penalty: 5123.597168
	Iteration 37Q: 3 clusters Score -3196492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3196495.000000 Penalty: 5123.597168
	Iteration 38Q: 3 clusters Score -3196495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3196497.750000 Penalty: 5123.597168
	Iteration 39Q: 3 clusters Score -3196498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3196498.000000 Penalty: 5123.597168
	Iteration 40F: 3 clusters Score -3196498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3196501.750000 Penalty: 5123.597168
	Iteration 41Q: 3 clusters Score -3196502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3196508.250000 Penalty: 5123.597168
	Iteration 42Q: 3 clusters Score -3196508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3196510.250000 Penalty: 5123.597168
	Iteration 43Q: 3 clusters Score -3196510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3196511.000000 Penalty: 5123.597168
	Iteration 44Q: 3 clusters Score -3196511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3196513.500000 Penalty: 5123.597168
	Iteration 45Q: 3 clusters Score -3196514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3196513.500000 Penalty: 5123.597168
	Iteration 46F: 3 clusters Score -3196514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1620138.625000 Penalty: 2369.937012
	Iteration 0F: 2 clusters Score -1620139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1609762.375000 Penalty: 4739.874023
	Iteration 0F: 3 clusters Score -1609762 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1612962.250000 Penalty: 4739.874023
	Iteration 1F: 3 clusters Score -1612962 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1613405.125000 Penalty: 4739.874023
	Iteration 2F: 3 clusters Score -1613405 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1613832.625000 Penalty: 4739.874023
	Iteration 3F: 3 clusters Score -1613833 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1614288.375000 Penalty: 4739.874023
	Iteration 4F: 3 clusters Score -1614288 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1614841.750000 Penalty: 4739.874023
	Iteration 5F: 3 clusters Score -1614842 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1615477.125000 Penalty: 4739.874023
	Iteration 6F: 3 clusters Score -1615477 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1616161.625000 Penalty: 4739.874023
	Iteration 7F: 3 clusters Score -1616162 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1616792.500000 Penalty: 4739.874023
	Iteration 8F: 3 clusters Score -1616792 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1617273.500000 Penalty: 4739.874023
	Iteration 9Q: 3 clusters Score -1617274 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1617593.875000 Penalty: 4739.874023
	Iteration 10Q: 3 clusters Score -1617594 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1617782.750000 Penalty: 4739.874023
	Iteration 11Q: 3 clusters Score -1617783 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1617901.750000 Penalty: 4739.874023
	Iteration 12Q: 3 clusters Score -1617902 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1617971.625000 Penalty: 4739.874023
	Iteration 13Q: 3 clusters Score -1617972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1618019.875000 Penalty: 4739.874023
	Iteration 14Q: 3 clusters Score -1618020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1618056.000000 Penalty: 4739.874023
	Iteration 15Q: 3 clusters Score -1618056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1618075.000000 Penalty: 4739.874023
	Iteration 16Q: 3 clusters Score -1618075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1618092.625000 Penalty: 4739.874023
	Iteration 17Q: 3 clusters Score -1618093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1618107.250000 Penalty: 4739.874023
	Iteration 18Q: 3 clusters Score -1618107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1618115.875000 Penalty: 4739.874023
	Iteration 19Q: 3 clusters Score -1618116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1618130.125000 Penalty: 4739.874023
	Iteration 20F: 3 clusters Score -1618130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1618129.750000 Penalty: 4739.874023
	Iteration 21Q: 3 clusters Score -1618130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1618141.000000 Penalty: 4739.874023
	Iteration 22Q: 3 clusters Score -1618141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1618145.500000 Penalty: 4739.874023
	Iteration 23Q: 3 clusters Score -1618146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1618151.375000 Penalty: 4739.874023
	Iteration 24Q: 3 clusters Score -1618151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1618151.125000 Penalty: 4739.874023
	Iteration 25Q: 3 clusters Score -1618151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1618156.875000 Penalty: 4739.874023
	Iteration 26Q: 3 clusters Score -1618157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1618162.875000 Penalty: 4739.874023
	Iteration 27Q: 3 clusters Score -1618163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1618169.375000 Penalty: 4739.874023
	Iteration 28Q: 3 clusters Score -1618169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1618179.000000 Penalty: 4739.874023
	Iteration 29Q: 3 clusters Score -1618179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1618189.375000 Penalty: 4739.874023
	Iteration 30Q: 3 clusters Score -1618189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1618186.625000 Penalty: 4739.874023
	Iteration 31Q: 3 clusters Score -1618187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1618188.125000 Penalty: 4739.874023
	Iteration 32Q: 3 clusters Score -1618188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1618187.500000 Penalty: 4739.874023
	Iteration 33Q: 3 clusters Score -1618188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1618192.000000 Penalty: 4739.874023
	Iteration 34Q: 3 clusters Score -1618192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1618188.125000 Penalty: 4739.874023
	Iteration 35Q: 3 clusters Score -1618188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1618190.000000 Penalty: 4739.874023
	Iteration 36Q: 3 clusters Score -1618190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1618192.000000 Penalty: 4739.874023
	Iteration 37Q: 3 clusters Score -1618192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1618195.375000 Penalty: 4739.874023
	Iteration 38Q: 3 clusters Score -1618195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1618199.750000 Penalty: 4739.874023
	Iteration 39Q: 3 clusters Score -1618200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1618201.500000 Penalty: 4739.874023
	Iteration 40F: 3 clusters Score -1618202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1618202.125000 Penalty: 4739.874023
	Iteration 41Q: 3 clusters Score -1618202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1618203.625000 Penalty: 4739.874023
	Iteration 42Q: 3 clusters Score -1618204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1618207.125000 Penalty: 4739.874023
	Iteration 43Q: 3 clusters Score -1618207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1618210.875000 Penalty: 4739.874023
	Iteration 44Q: 3 clusters Score -1618211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1618208.750000 Penalty: 4739.874023
	Iteration 45Q: 3 clusters Score -1618209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1618209.625000 Penalty: 4739.874023
	Iteration 46Q: 3 clusters Score -1618210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1618211.625000 Penalty: 4739.874023
	Iteration 47Q: 3 clusters Score -1618212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1618212.500000 Penalty: 4739.874023
	Iteration 48Q: 3 clusters Score -1618212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1618213.625000 Penalty: 4739.874023
	Iteration 49Q: 3 clusters Score -1618214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1618213.625000 Penalty: 4739.874023
	Iteration 50F: 3 clusters Score -1618214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -280272.562500 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -280272.6 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 1249 members 
Entering Unmasked Estep 
Score: -277280.468750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -277280.5 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -277850.968750 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -277851 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -277989.062500 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -277989.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -278064.343750 Penalty: 3889.575439
	Iteration 3Q: 3 clusters Score -278064.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -278106.812500 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -278106.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -278136.906250 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -278136.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -278162.781250 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -278162.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -278183.312500 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -278183.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -278200.812500 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -278200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -278213.562500 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -278213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -278221.156250 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -278221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -278228.500000 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -278228.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -278234.593750 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -278234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -278237.531250 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -278237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -278239.656250 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -278239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -278244.218750 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -278244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -278247.593750 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -278247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -278249.718750 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -278249.7 nChanged 4
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: -278251.968750 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -278252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -278255.781250 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -278255.8 nChanged 7
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: -278258.625000 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -278258.6 nChanged 6
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: -278262.687500 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -278262.7 nChanged 6
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: -278268.500000 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -278268.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -278275.593750 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -278275.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -278283.937500 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -278283.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -278290.375000 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -278290.4 nChanged 11
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: -278295.093750 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -278295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -278299.187500 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -278299.2 nChanged 11
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: -278305.000000 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -278305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -278311.218750 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -278311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -278316.062500 Penalty: 3889.575439
	Iteration 30Q: 3 clusters Score -278316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -278320.437500 Penalty: 3889.575439
	Iteration 31Q: 3 clusters Score -278320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -278326.187500 Penalty: 3889.575439
	Iteration 32Q: 3 clusters Score -278326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -278331.218750 Penalty: 3889.575439
	Iteration 33Q: 3 clusters Score -278331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -278334.125000 Penalty: 3889.575439
	Iteration 34Q: 3 clusters Score -278334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -278337.156250 Penalty: 3889.575439
	Iteration 35Q: 3 clusters Score -278337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -278340.031250 Penalty: 3889.575439
	Iteration 36Q: 3 clusters Score -278340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -278343.718750 Penalty: 3889.575439
	Iteration 37Q: 3 clusters Score -278343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -278345.937500 Penalty: 3889.575439
	Iteration 38Q: 3 clusters Score -278345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -278351.343750 Penalty: 3889.575439
	Iteration 39Q: 3 clusters Score -278351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -278356.843750 Penalty: 3889.575439
	Iteration 40F: 3 clusters Score -278356.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -278362.718750 Penalty: 3889.575439
	Iteration 41Q: 3 clusters Score -278362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -278364.562500 Penalty: 3889.575439
	Iteration 42Q: 3 clusters Score -278364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -278366.250000 Penalty: 3889.575439
	Iteration 43Q: 3 clusters Score -278366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -278368.093750 Penalty: 3889.575439
	Iteration 44Q: 3 clusters Score -278368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -278370.718750 Penalty: 3889.575439
	Iteration 45Q: 3 clusters Score -278370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -278374.781250 Penalty: 3889.575439
	Iteration 46Q: 3 clusters Score -278374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -278377.937500 Penalty: 3889.575439
	Iteration 47Q: 3 clusters Score -278377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -278383.656250 Penalty: 3889.575439
	Iteration 48Q: 3 clusters Score -278383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -278387.031250 Penalty: 3889.575439
	Iteration 49Q: 3 clusters Score -278387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -278389.750000 Penalty: 3889.575439
	Iteration 50Q: 3 clusters Score -278389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -278391.375000 Penalty: 3889.575439
	Iteration 51Q: 3 clusters Score -278391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -278393.218750 Penalty: 3889.575439
	Iteration 52Q: 3 clusters Score -278393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -278396.000000 Penalty: 3889.575439
	Iteration 53Q: 3 clusters Score -278396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -278397.718750 Penalty: 3889.575439
	Iteration 54Q: 3 clusters Score -278397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -278399.375000 Penalty: 3889.575439
	Iteration 55Q: 3 clusters Score -278399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -278399.468750 Penalty: 3889.575439
	Iteration 56Q: 3 clusters Score -278399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -278402.687500 Penalty: 3889.575439
	Iteration 57Q: 3 clusters Score -278402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -278405.156250 Penalty: 3889.575439
	Iteration 58Q: 3 clusters Score -278405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -278408.843750 Penalty: 3889.575439
	Iteration 59Q: 3 clusters Score -278408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -278409.625000 Penalty: 3889.575439
	Iteration 60F: 3 clusters Score -278409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -278411.093750 Penalty: 3889.575439
	Iteration 61Q: 3 clusters Score -278411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -278411.843750 Penalty: 3889.575439
	Iteration 62Q: 3 clusters Score -278411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -278412.156250 Penalty: 3889.575439
	Iteration 63Q: 3 clusters Score -278412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -278412.156250 Penalty: 3889.575439
	Iteration 64F: 3 clusters Score -278412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -354239.875000 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -354239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -350873.250000 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -350873.2 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -351547.562500 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -351547.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -351696.968750 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -351697 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -351775.718750 Penalty: 3992.040527
	Iteration 3Q: 3 clusters Score -351775.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -351822.437500 Penalty: 3992.040527
	Iteration 4Q: 3 clusters Score -351822.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -351852.500000 Penalty: 3992.040527
	Iteration 5Q: 3 clusters Score -351852.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -351881.937500 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -351881.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -351906.937500 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -351906.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -351925.562500 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -351925.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -351943.125000 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -351943.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -351960.062500 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -351960.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -351975.843750 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -351975.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -351986.500000 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -351986.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -351998.875000 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -351998.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -352009.125000 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -352009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -352015.343750 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -352015.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -352021.218750 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -352021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -352024.531250 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -352024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -352026.187500 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -352026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -352025.656250 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -352025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -352025.656250 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -352025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -529476.437500 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -529476.4 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 2343 members 
Entering Unmasked Estep 
Score: -525099.812500 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -525099.8 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -526111.875000 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -526111.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -526321.250000 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -526321.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -526447.187500 Penalty: 4197.831543
	Iteration 3F: 3 clusters Score -526447.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -526515.250000 Penalty: 4197.831543
	Iteration 4Q: 3 clusters Score -526515.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -526562.375000 Penalty: 4197.831543
	Iteration 5Q: 3 clusters Score -526562.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -526603.437500 Penalty: 4197.831543
	Iteration 6Q: 3 clusters Score -526603.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -526641.125000 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -526641.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -526675.625000 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -526675.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -526699.625000 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -526699.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -526715.187500 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -526715.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -526731.375000 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -526731.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -526748.312500 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -526748.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -526762.000000 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -526762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -526780.625000 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -526780.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -526790.125000 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -526790.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -526801.312500 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -526801.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -526810.937500 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -526810.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -526825.875000 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -526825.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -526838.750000 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -526838.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -526851.187500 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -526851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -526860.687500 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -526860.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -526866.062500 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -526866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -526872.125000 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -526872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -526877.750000 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -526877.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -526882.812500 Penalty: 4197.831543
	Iteration 25Q: 3 clusters Score -526882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -526885.875000 Penalty: 4197.831543
	Iteration 26Q: 3 clusters Score -526885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -526891.000000 Penalty: 4197.831543
	Iteration 27Q: 3 clusters Score -526891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -526891.812500 Penalty: 4197.831543
	Iteration 28Q: 3 clusters Score -526891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -526894.937500 Penalty: 4197.831543
	Iteration 29Q: 3 clusters Score -526894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -526898.062500 Penalty: 4197.831543
	Iteration 30Q: 3 clusters Score -526898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -526900.062500 Penalty: 4197.831543
	Iteration 31Q: 3 clusters Score -526900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -526901.500000 Penalty: 4197.831543
	Iteration 32Q: 3 clusters Score -526901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -526904.875000 Penalty: 4197.831543
	Iteration 33Q: 3 clusters Score -526904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -526909.562500 Penalty: 4197.831543
	Iteration 34Q: 3 clusters Score -526909.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -526916.000000 Penalty: 4197.831543
	Iteration 35Q: 3 clusters Score -526916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -526921.750000 Penalty: 4197.831543
	Iteration 36Q: 3 clusters Score -526921.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -526929.562500 Penalty: 4197.831543
	Iteration 37Q: 3 clusters Score -526929.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -526939.687500 Penalty: 4197.831543
	Iteration 38Q: 3 clusters Score -526939.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -526949.437500 Penalty: 4197.831543
	Iteration 39Q: 3 clusters Score -526949.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -526959.062500 Penalty: 4197.831543
	Iteration 40F: 3 clusters Score -526959.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -526972.875000 Penalty: 4197.831543
	Iteration 41Q: 3 clusters Score -526972.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -526990.125000 Penalty: 4197.831543
	Iteration 42Q: 3 clusters Score -526990.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -527009.437500 Penalty: 4197.831543
	Iteration 43Q: 3 clusters Score -527009.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -527028.437500 Penalty: 4197.831543
	Iteration 44Q: 3 clusters Score -527028.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -527050.062500 Penalty: 4197.831543
	Iteration 45Q: 3 clusters Score -527050.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -527070.375000 Penalty: 4197.831543
	Iteration 46Q: 3 clusters Score -527070.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -527093.500000 Penalty: 4197.831543
	Iteration 47Q: 3 clusters Score -527093.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -527114.500000 Penalty: 4197.831543
	Iteration 48Q: 3 clusters Score -527114.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -527135.000000 Penalty: 4197.831543
	Iteration 49Q: 3 clusters Score -527135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -527156.250000 Penalty: 4197.831543
	Iteration 50Q: 3 clusters Score -527156.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -527175.750000 Penalty: 4197.831543
	Iteration 51Q: 3 clusters Score -527175.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -527190.875000 Penalty: 4197.831543
	Iteration 52Q: 3 clusters Score -527190.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -527213.000000 Penalty: 4197.831543
	Iteration 53Q: 3 clusters Score -527213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -527240.375000 Penalty: 4197.831543
	Iteration 54Q: 3 clusters Score -527240.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -527275.312500 Penalty: 4197.831543
	Iteration 55Q: 3 clusters Score -527275.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -527306.875000 Penalty: 4197.831543
	Iteration 56Q: 3 clusters Score -527306.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -527331.812500 Penalty: 4197.831543
	Iteration 57Q: 3 clusters Score -527331.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -527352.062500 Penalty: 4197.831543
	Iteration 58Q: 3 clusters Score -527352.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -527375.062500 Penalty: 4197.831543
	Iteration 59Q: 3 clusters Score -527375.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -527403.125000 Penalty: 4197.831543
	Iteration 60F: 3 clusters Score -527403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -527424.625000 Penalty: 4197.831543
	Iteration 61Q: 3 clusters Score -527424.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -527438.937500 Penalty: 4197.831543
	Iteration 62Q: 3 clusters Score -527438.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -527453.375000 Penalty: 4197.831543
	Iteration 63Q: 3 clusters Score -527453.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -527469.000000 Penalty: 4197.831543
	Iteration 64Q: 3 clusters Score -527469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -527479.500000 Penalty: 4197.831543
	Iteration 65Q: 3 clusters Score -527479.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -527485.937500 Penalty: 4197.831543
	Iteration 66Q: 3 clusters Score -527485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -527496.437500 Penalty: 4197.831543
	Iteration 67Q: 3 clusters Score -527496.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -527502.812500 Penalty: 4197.831543
	Iteration 68Q: 3 clusters Score -527502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -527510.187500 Penalty: 4197.831543
	Iteration 69Q: 3 clusters Score -527510.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -527518.687500 Penalty: 4197.831543
	Iteration 70Q: 3 clusters Score -527518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -527526.062500 Penalty: 4197.831543
	Iteration 71Q: 3 clusters Score -527526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -527531.437500 Penalty: 4197.831543
	Iteration 72Q: 3 clusters Score -527531.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -527539.312500 Penalty: 4197.831543
	Iteration 73Q: 3 clusters Score -527539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -527544.812500 Penalty: 4197.831543
	Iteration 74Q: 3 clusters Score -527544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -527552.000000 Penalty: 4197.831543
	Iteration 75Q: 3 clusters Score -527552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -527558.187500 Penalty: 4197.831543
	Iteration 76Q: 3 clusters Score -527558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -527562.187500 Penalty: 4197.831543
	Iteration 77Q: 3 clusters Score -527562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -527565.625000 Penalty: 4197.831543
	Iteration 78Q: 3 clusters Score -527565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -527568.562500 Penalty: 4197.831543
	Iteration 79Q: 3 clusters Score -527568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -527572.812500 Penalty: 4197.831543
	Iteration 80F: 3 clusters Score -527572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -527574.812500 Penalty: 4197.831543
	Iteration 81Q: 3 clusters Score -527574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -527577.250000 Penalty: 4197.831543
	Iteration 82Q: 3 clusters Score -527577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -527582.812500 Penalty: 4197.831543
	Iteration 83Q: 3 clusters Score -527582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -527588.250000 Penalty: 4197.831543
	Iteration 84Q: 3 clusters Score -527588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -527591.625000 Penalty: 4197.831543
	Iteration 85Q: 3 clusters Score -527591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -527593.250000 Penalty: 4197.831543
	Iteration 86Q: 3 clusters Score -527593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -527594.562500 Penalty: 4197.831543
	Iteration 87Q: 3 clusters Score -527594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -527594.562500 Penalty: 4197.831543
	Iteration 88F: 3 clusters Score -527594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -43232.179688 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -43232.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41769.261719 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -41769.26 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42077.519531 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -42077.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42198.660156 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -42198.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42257.777344 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -42257.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42311.261719 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -42311.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42352.308594 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -42352.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42388.796875 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -42388.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42418.601562 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -42418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42445.988281 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -42445.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42467.246094 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -42467.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42484.699219 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -42484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42505.226562 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -42505.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42527.789062 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -42527.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42541.722656 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -42541.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42578.695312 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -42578.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42657.648438 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -42657.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42696.140625 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -42696.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42706.425781 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -42706.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42715.722656 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -42715.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42715.722656 Penalty: 3054.911377
	Iteration 19F: 3 clusters Score -42715.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Entering Unmasked Estep 
Score: -935705.062500 Penalty: 2231.046875
	Iteration 0F: 2 clusters Score -935705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -929321.437500 Penalty: 4462.093750
	Iteration 0F: 3 clusters Score -929321.4 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -931127.750000 Penalty: 4462.093750
	Iteration 1F: 3 clusters Score -931127.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -931369.750000 Penalty: 4462.093750
	Iteration 2F: 3 clusters Score -931369.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -931507.375000 Penalty: 4462.093750
	Iteration 3Q: 3 clusters Score -931507.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -931611.750000 Penalty: 4462.093750
	Iteration 4Q: 3 clusters Score -931611.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -931690.812500 Penalty: 4462.093750
	Iteration 5Q: 3 clusters Score -931690.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -931758.312500 Penalty: 4462.093750
	Iteration 6Q: 3 clusters Score -931758.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -931841.375000 Penalty: 4462.093750
	Iteration 7Q: 3 clusters Score -931841.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -931942.125000 Penalty: 4462.093750
	Iteration 8Q: 3 clusters Score -931942.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -932050.125000 Penalty: 4462.093750
	Iteration 9Q: 3 clusters Score -932050.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -932190.500000 Penalty: 4462.093750
	Iteration 10Q: 3 clusters Score -932190.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -932339.750000 Penalty: 4462.093750
	Iteration 11Q: 3 clusters Score -932339.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -932486.500000 Penalty: 4462.093750
	Iteration 12Q: 3 clusters Score -932486.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -932648.125000 Penalty: 4462.093750
	Iteration 13Q: 3 clusters Score -932648.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -932828.687500 Penalty: 4462.093750
	Iteration 14Q: 3 clusters Score -932828.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -933018.125000 Penalty: 4462.093750
	Iteration 15Q: 3 clusters Score -933018.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -933204.812500 Penalty: 4462.093750
	Iteration 16Q: 3 clusters Score -933204.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -933350.375000 Penalty: 4462.093750
	Iteration 17Q: 3 clusters Score -933350.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -933452.250000 Penalty: 4462.093750
	Iteration 18Q: 3 clusters Score -933452.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -933524.250000 Penalty: 4462.093750
	Iteration 19Q: 3 clusters Score -933524.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -933580.000000 Penalty: 4462.093750
	Iteration 20F: 3 clusters Score -933580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -933620.625000 Penalty: 4462.093750
	Iteration 21Q: 3 clusters Score -933620.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -933646.750000 Penalty: 4462.093750
	Iteration 22Q: 3 clusters Score -933646.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -933677.312500 Penalty: 4462.093750
	Iteration 23Q: 3 clusters Score -933677.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -933699.250000 Penalty: 4462.093750
	Iteration 24Q: 3 clusters Score -933699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -933709.562500 Penalty: 4462.093750
	Iteration 25Q: 3 clusters Score -933709.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -933724.625000 Penalty: 4462.093750
	Iteration 26Q: 3 clusters Score -933724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -933737.625000 Penalty: 4462.093750
	Iteration 27Q: 3 clusters Score -933737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -933746.750000 Penalty: 4462.093750
	Iteration 28Q: 3 clusters Score -933746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -933753.687500 Penalty: 4462.093750
	Iteration 29Q: 3 clusters Score -933753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -933758.750000 Penalty: 4462.093750
	Iteration 30Q: 3 clusters Score -933758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -933760.312500 Penalty: 4462.093750
	Iteration 31Q: 3 clusters Score -933760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -933761.062500 Penalty: 4462.093750
	Iteration 32Q: 3 clusters Score -933761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -933763.062500 Penalty: 4462.093750
	Iteration 33Q: 3 clusters Score -933763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -933766.375000 Penalty: 4462.093750
	Iteration 34Q: 3 clusters Score -933766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -933767.625000 Penalty: 4462.093750
	Iteration 35Q: 3 clusters Score -933767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -933768.000000 Penalty: 4462.093750
	Iteration 36Q: 3 clusters Score -933768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -933768.875000 Penalty: 4462.093750
	Iteration 37Q: 3 clusters Score -933768.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -933768.875000 Penalty: 4462.093750
	Iteration 38F: 3 clusters Score -933768.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -46086.300781 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -46086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44600.261719 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -44600.26 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44861.871094 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -44861.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45131.484375 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -45131.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45383.750000 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -45383.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45460.839844 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -45460.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45524.281250 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -45524.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45576.074219 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -45576.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45655.121094 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -45655.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45700.199219 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -45700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45753.726562 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -45753.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45791.660156 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -45791.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45805.683594 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -45805.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45823.675781 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -45823.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45832.421875 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -45832.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45832.421875 Penalty: 3111.347168
	Iteration 14F: 3 clusters Score -45832.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -43227.945312 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -43227.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41751.316406 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -41751.32 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41962.320312 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -41962.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42144.238281 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -42144.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42215.757812 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -42215.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42281.421875 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -42281.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42313.390625 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -42313.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42342.554688 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -42342.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42368.328125 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -42368.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42389.406250 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -42389.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42398.085938 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -42398.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42399.843750 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -42399.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42400.421875 Penalty: 3062.197998
	Iteration 11F: 3 clusters Score -42400.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42519.890625 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -42519.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42633.269531 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -42633.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42933.843750 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -42933.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43033.890625 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -43033.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43099.207031 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -43099.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43135.347656 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -43135.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43154.515625 Penalty: 3062.197998
	Iteration 18Q: 3 clusters Score -43154.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43182.472656 Penalty: 3062.197998
	Iteration 19Q: 3 clusters Score -43182.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43191.507812 Penalty: 3062.197998
	Iteration 20F: 3 clusters Score -43191.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43211.082031 Penalty: 3062.197998
	Iteration 21Q: 3 clusters Score -43211.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43218.707031 Penalty: 3062.197998
	Iteration 22Q: 3 clusters Score -43218.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -43222.628906 Penalty: 3062.197998
	Iteration 23Q: 3 clusters Score -43222.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -43227.769531 Penalty: 3062.197998
	Iteration 24Q: 3 clusters Score -43227.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43236.738281 Penalty: 3062.197998
	Iteration 25Q: 3 clusters Score -43236.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43241.457031 Penalty: 3062.197998
	Iteration 26Q: 3 clusters Score -43241.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43245.816406 Penalty: 3062.197998
	Iteration 27Q: 3 clusters Score -43245.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43248.625000 Penalty: 3062.197998
	Iteration 28Q: 3 clusters Score -43248.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -43250.000000 Penalty: 3062.197998
	Iteration 29Q: 3 clusters Score -43250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -43250.000000 Penalty: 3062.197998
	Iteration 30F: 3 clusters Score -43250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102613 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40423 members 
Mstep: Class 18 contains 56076 members 
Mstep: Class 19 contains 16666 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344922 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30552 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19233 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30633 members 
Mstep: Class 38 contains 14132 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4738 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 366 members 
Mstep: Class 46 contains 6970 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 114 members 
Entering Unmasked Estep 
Score: -110923688.000000 Penalty: 164614.000000
Splitting cluster 45 changes total score from -110925368.000000 to -110923688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (6970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Entering Unmasked Estep 
Score: -810275.375000 Penalty: 2194.644043
	Iteration 0F: 2 clusters Score -810275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -804592.062500 Penalty: 4389.288086
	Iteration 0F: 3 clusters Score -804592.1 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -806040.375000 Penalty: 4389.288086
	Iteration 1F: 3 clusters Score -806040.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -806281.187500 Penalty: 4389.288086
	Iteration 2F: 3 clusters Score -806281.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -806439.312500 Penalty: 4389.288086
	Iteration 3F: 3 clusters Score -806439.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -806548.937500 Penalty: 4389.288086
	Iteration 4Q: 3 clusters Score -806548.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -806623.062500 Penalty: 4389.288086
	Iteration 5Q: 3 clusters Score -806623.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -806678.625000 Penalty: 4389.288086
	Iteration 6Q: 3 clusters Score -806678.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -806721.312500 Penalty: 4389.288086
	Iteration 7Q: 3 clusters Score -806721.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -806746.687500 Penalty: 4389.288086
	Iteration 8Q: 3 clusters Score -806746.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -806771.312500 Penalty: 4389.288086
	Iteration 9Q: 3 clusters Score -806771.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -806800.062500 Penalty: 4389.288086
	Iteration 10Q: 3 clusters Score -806800.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -806829.687500 Penalty: 4389.288086
	Iteration 11Q: 3 clusters Score -806829.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -806862.437500 Penalty: 4389.288086
	Iteration 12Q: 3 clusters Score -806862.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -806898.875000 Penalty: 4389.288086
	Iteration 13Q: 3 clusters Score -806898.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -806939.312500 Penalty: 4389.288086
	Iteration 14Q: 3 clusters Score -806939.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -806988.000000 Penalty: 4389.288086
	Iteration 15Q: 3 clusters Score -806988 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -807048.687500 Penalty: 4389.288086
	Iteration 16Q: 3 clusters Score -807048.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -807108.875000 Penalty: 4389.288086
	Iteration 17Q: 3 clusters Score -807108.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -807176.500000 Penalty: 4389.288086
	Iteration 18Q: 3 clusters Score -807176.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -807260.687500 Penalty: 4389.288086
	Iteration 19Q: 3 clusters Score -807260.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -807356.312500 Penalty: 4389.288086
	Iteration 20F: 3 clusters Score -807356.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -807478.875000 Penalty: 4389.288086
	Iteration 21Q: 3 clusters Score -807478.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -807614.125000 Penalty: 4389.288086
	Iteration 22Q: 3 clusters Score -807614.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -807753.312500 Penalty: 4389.288086
	Iteration 23Q: 3 clusters Score -807753.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -807876.687500 Penalty: 4389.288086
	Iteration 24Q: 3 clusters Score -807876.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -808001.937500 Penalty: 4389.288086
	Iteration 25Q: 3 clusters Score -808001.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -808109.062500 Penalty: 4389.288086
	Iteration 26Q: 3 clusters Score -808109.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -808184.312500 Penalty: 4389.288086
	Iteration 27Q: 3 clusters Score -808184.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -808231.937500 Penalty: 4389.288086
	Iteration 28Q: 3 clusters Score -808231.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -808275.562500 Penalty: 4389.288086
	Iteration 29Q: 3 clusters Score -808275.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -808299.437500 Penalty: 4389.288086
	Iteration 30Q: 3 clusters Score -808299.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -808325.812500 Penalty: 4389.288086
	Iteration 31Q: 3 clusters Score -808325.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -808341.562500 Penalty: 4389.288086
	Iteration 32Q: 3 clusters Score -808341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -808347.187500 Penalty: 4389.288086
	Iteration 33Q: 3 clusters Score -808347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -808362.250000 Penalty: 4389.288086
	Iteration 34Q: 3 clusters Score -808362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -808370.437500 Penalty: 4389.288086
	Iteration 35Q: 3 clusters Score -808370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -808378.187500 Penalty: 4389.288086
	Iteration 36Q: 3 clusters Score -808378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -808392.000000 Penalty: 4389.288086
	Iteration 37Q: 3 clusters Score -808392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -808401.437500 Penalty: 4389.288086
	Iteration 38Q: 3 clusters Score -808401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -808406.937500 Penalty: 4389.288086
	Iteration 39Q: 3 clusters Score -808406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -808413.187500 Penalty: 4389.288086
	Iteration 40F: 3 clusters Score -808413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -808422.812500 Penalty: 4389.288086
	Iteration 41Q: 3 clusters Score -808422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -808429.875000 Penalty: 4389.288086
	Iteration 42Q: 3 clusters Score -808429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -808433.187500 Penalty: 4389.288086
	Iteration 43Q: 3 clusters Score -808433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -808438.187500 Penalty: 4389.288086
	Iteration 44Q: 3 clusters Score -808438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -808439.125000 Penalty: 4389.288086
	Iteration 45Q: 3 clusters Score -808439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -808442.312500 Penalty: 4389.288086
	Iteration 46Q: 3 clusters Score -808442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -808448.312500 Penalty: 4389.288086
	Iteration 47Q: 3 clusters Score -808448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -808452.437500 Penalty: 4389.288086
	Iteration 48Q: 3 clusters Score -808452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -808457.875000 Penalty: 4389.288086
	Iteration 49Q: 3 clusters Score -808457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -808463.375000 Penalty: 4389.288086
	Iteration 50Q: 3 clusters Score -808463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -808467.375000 Penalty: 4389.288086
	Iteration 51Q: 3 clusters Score -808467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -808472.812500 Penalty: 4389.288086
	Iteration 52Q: 3 clusters Score -808472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -808474.187500 Penalty: 4389.288086
	Iteration 53Q: 3 clusters Score -808474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -808477.687500 Penalty: 4389.288086
	Iteration 54Q: 3 clusters Score -808477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -808478.625000 Penalty: 4389.288086
	Iteration 55Q: 3 clusters Score -808478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -808479.062500 Penalty: 4389.288086
	Iteration 56Q: 3 clusters Score -808479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -808480.125000 Penalty: 4389.288086
	Iteration 57Q: 3 clusters Score -808480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -808481.000000 Penalty: 4389.288086
	Iteration 58Q: 3 clusters Score -808481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -808481.000000 Penalty: 4389.288086
	Iteration 59F: 3 clusters Score -808481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -35371.324219 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -35371.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33984.378906 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -33984.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34192.597656 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -34192.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34271.875000 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -34271.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34307.425781 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -34307.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34317.859375 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -34317.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34317.859375 Penalty: 2935.771240
	Iteration 5F: 3 clusters Score -34317.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102613 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40423 members 
Mstep: Class 18 contains 56076 members 
Mstep: Class 19 contains 16666 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 344922 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30552 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19233 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30633 members 
Mstep: Class 38 contains 14132 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4738 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6970 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925584.000000 Penalty: 161184.531250
Iteration 199Q: 48 clusters Score -1.109256e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102598 members 
Mstep: Class 14 contains 46512 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40430 members 
Mstep: Class 18 contains 56008 members 
Mstep: Class 19 contains 16668 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345002 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 30549 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19237 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8450 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30628 members 
Mstep: Class 38 contains 14134 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4737 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8077 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 6976 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925424.000000 Penalty: 161184.531250
Iteration 200F: 48 clusters Score -1.109254e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102575 members 
Mstep: Class 14 contains 46516 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40448 members 
Mstep: Class 18 contains 55956 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345053 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 30549 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19242 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 5486 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30624 members 
Mstep: Class 38 contains 14139 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8084 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 6984 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925424.000000 Penalty: 161184.531250
Iteration 201Q: 48 clusters Score -1.109254e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102557 members 
Mstep: Class 14 contains 46524 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40460 members 
Mstep: Class 18 contains 55913 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345085 members 
Mstep: Class 23 contains 21703 members 
Mstep: Class 24 contains 30548 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19250 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30621 members 
Mstep: Class 38 contains 14142 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3130 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8097 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 6991 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925320.000000 Penalty: 161184.531250
Iteration 202Q: 48 clusters Score -1.109253e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102541 members 
Mstep: Class 14 contains 46527 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40469 members 
Mstep: Class 18 contains 55833 members 
Mstep: Class 19 contains 16671 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345150 members 
Mstep: Class 23 contains 21702 members 
Mstep: Class 24 contains 30548 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19253 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30622 members 
Mstep: Class 38 contains 14141 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3130 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8111 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7001 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925216.000000 Penalty: 161184.531250
Iteration 203Q: 48 clusters Score -1.109252e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102519 members 
Mstep: Class 14 contains 46531 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40482 members 
Mstep: Class 18 contains 55778 members 
Mstep: Class 19 contains 16674 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345194 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 30548 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19257 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8456 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30624 members 
Mstep: Class 38 contains 14144 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3133 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8116 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7009 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925288.000000 Penalty: 161184.531250
Iteration 204Q: 48 clusters Score -1.109253e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102488 members 
Mstep: Class 14 contains 46528 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40489 members 
Mstep: Class 18 contains 55728 members 
Mstep: Class 19 contains 16680 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345253 members 
Mstep: Class 23 contains 21702 members 
Mstep: Class 24 contains 30546 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19256 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8462 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30631 members 
Mstep: Class 38 contains 14145 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3134 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8123 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7025 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925344.000000 Penalty: 161184.531250
Iteration 205Q: 48 clusters Score -1.109253e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5262 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102448 members 
Mstep: Class 14 contains 46531 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40501 members 
Mstep: Class 18 contains 55676 members 
Mstep: Class 19 contains 16685 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345314 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30545 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19258 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8463 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11918 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30631 members 
Mstep: Class 38 contains 14143 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3137 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8135 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7045 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925320.000000 Penalty: 161184.531250
Iteration 206Q: 48 clusters Score -1.109253e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102417 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40519 members 
Mstep: Class 18 contains 55596 members 
Mstep: Class 19 contains 16689 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345372 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30545 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19262 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8462 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11918 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30638 members 
Mstep: Class 38 contains 14144 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3139 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8153 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7057 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925368.000000 Penalty: 161184.531250
Iteration 207Q: 48 clusters Score -1.109254e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102391 members 
Mstep: Class 14 contains 46548 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40538 members 
Mstep: Class 18 contains 55537 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345395 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 30545 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19268 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8463 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30638 members 
Mstep: Class 38 contains 14144 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8175 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7077 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925352.000000 Penalty: 161184.531250
Iteration 208Q: 48 clusters Score -1.109254e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102371 members 
Mstep: Class 14 contains 46556 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40567 members 
Mstep: Class 18 contains 55472 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345417 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 30544 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19270 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8463 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30638 members 
Mstep: Class 38 contains 14147 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3150 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8193 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7095 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925344.000000 Penalty: 161184.531250
Iteration 209Q: 48 clusters Score -1.109253e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102346 members 
Mstep: Class 14 contains 46566 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40586 members 
Mstep: Class 18 contains 55412 members 
Mstep: Class 19 contains 16693 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345458 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19270 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8463 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30635 members 
Mstep: Class 38 contains 14150 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3155 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8211 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7107 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925128.000000 Penalty: 161184.531250
Iteration 210Q: 48 clusters Score -1.109251e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102322 members 
Mstep: Class 14 contains 46577 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40605 members 
Mstep: Class 18 contains 55355 members 
Mstep: Class 19 contains 16695 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345491 members 
Mstep: Class 23 contains 21699 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19273 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8464 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30635 members 
Mstep: Class 38 contains 14151 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3158 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8225 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7116 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925088.000000 Penalty: 161184.531250
Iteration 211Q: 48 clusters Score -1.109251e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102300 members 
Mstep: Class 14 contains 46584 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40622 members 
Mstep: Class 18 contains 55302 members 
Mstep: Class 19 contains 16697 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345515 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19275 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8466 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30640 members 
Mstep: Class 38 contains 14153 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8235 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7132 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925208.000000 Penalty: 161184.531250
Iteration 212Q: 48 clusters Score -1.109252e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102279 members 
Mstep: Class 14 contains 46590 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40645 members 
Mstep: Class 18 contains 55246 members 
Mstep: Class 19 contains 16700 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345546 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19277 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8465 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30644 members 
Mstep: Class 38 contains 14154 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8242 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925408.000000 Penalty: 161184.531250
Iteration 213Q: 48 clusters Score -1.109254e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102251 members 
Mstep: Class 14 contains 46598 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40671 members 
Mstep: Class 18 contains 55190 members 
Mstep: Class 19 contains 16705 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 345573 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30542 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19277 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8464 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30646 members 
Mstep: Class 38 contains 14158 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3161 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8248 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7159 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925360.000000 Penalty: 161184.531250
Iteration 214Q: 48 clusters Score -1.109254e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109234 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102229 members 
Mstep: Class 14 contains 46603 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40691 members 
Mstep: Class 18 contains 55125 members 
Mstep: Class 19 contains 16706 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1594 members 
Mstep: Class 22 contains 345604 members 
Mstep: Class 23 contains 21695 members 
Mstep: Class 24 contains 30541 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3081 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19280 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8469 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30650 members 
Mstep: Class 38 contains 14161 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3162 members 
Mstep: Class 41 contains 4736 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8252 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7173 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925360.000000 Penalty: 161184.531250
Iteration 215Q: 48 clusters Score -1.109254e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109234 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102208 members 
Mstep: Class 14 contains 46610 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40714 members 
Mstep: Class 18 contains 55055 members 
Mstep: Class 19 contains 16708 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1595 members 
Mstep: Class 22 contains 345640 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30541 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19283 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30653 members 
Mstep: Class 38 contains 14161 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3162 members 
Mstep: Class 41 contains 4735 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7183 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925264.000000 Penalty: 161184.531250
Iteration 216Q: 48 clusters Score -1.109253e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 8342 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102184 members 
Mstep: Class 14 contains 46615 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40732 members 
Mstep: Class 18 contains 55004 members 
Mstep: Class 19 contains 16709 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1596 members 
Mstep: Class 22 contains 345680 members 
Mstep: Class 23 contains 21697 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19287 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13350 members 
Mstep: Class 31 contains 8477 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14160 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3162 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8262 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7187 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925408.000000 Penalty: 161184.531250
Iteration 217Q: 48 clusters Score -1.109254e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102151 members 
Mstep: Class 14 contains 46627 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40742 members 
Mstep: Class 18 contains 54958 members 
Mstep: Class 19 contains 16710 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1599 members 
Mstep: Class 22 contains 345714 members 
Mstep: Class 23 contains 21696 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19292 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8474 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14161 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3163 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7191 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925472.000000 Penalty: 161184.531250
Iteration 218Q: 48 clusters Score -1.109255e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 8349 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109234 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102122 members 
Mstep: Class 14 contains 46630 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40755 members 
Mstep: Class 18 contains 54917 members 
Mstep: Class 19 contains 16712 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1600 members 
Mstep: Class 22 contains 345750 members 
Mstep: Class 23 contains 21692 members 
Mstep: Class 24 contains 30543 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19296 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8474 members 
Mstep: Class 32 contains 5488 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14161 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3163 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8277 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7195 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925688.000000 Penalty: 161184.531250
Iteration 219Q: 48 clusters Score -1.109257e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102096 members 
Mstep: Class 14 contains 46637 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40763 members 
Mstep: Class 18 contains 54874 members 
Mstep: Class 19 contains 16713 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 345788 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 30542 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19300 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14162 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3164 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8288 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7197 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925560.000000 Penalty: 161184.531250
Iteration 220F: 48 clusters Score -1.109256e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 5001 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102069 members 
Mstep: Class 14 contains 46639 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40778 members 
Mstep: Class 18 contains 54832 members 
Mstep: Class 19 contains 16715 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 345816 members 
Mstep: Class 23 contains 21684 members 
Mstep: Class 24 contains 30541 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19305 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8478 members 
Mstep: Class 32 contains 5491 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14161 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8295 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7198 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925552.000000 Penalty: 161184.531250
Iteration 221Q: 48 clusters Score -1.109256e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 102026 members 
Mstep: Class 14 contains 46643 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40786 members 
Mstep: Class 18 contains 54780 members 
Mstep: Class 19 contains 16715 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 345864 members 
Mstep: Class 23 contains 21686 members 
Mstep: Class 24 contains 30542 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19311 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 8479 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30653 members 
Mstep: Class 38 contains 14162 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3166 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8298 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7203 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925648.000000 Penalty: 161184.531250
Iteration 222Q: 48 clusters Score -1.109256e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101998 members 
Mstep: Class 14 contains 46648 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40803 members 
Mstep: Class 18 contains 54738 members 
Mstep: Class 19 contains 16714 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 345884 members 
Mstep: Class 23 contains 21687 members 
Mstep: Class 24 contains 30541 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19316 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8480 members 
Mstep: Class 32 contains 5489 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30653 members 
Mstep: Class 38 contains 14163 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3167 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8302 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7206 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925624.000000 Penalty: 161184.531250
Iteration 223Q: 48 clusters Score -1.109256e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 109236 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101963 members 
Mstep: Class 14 contains 46656 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40820 members 
Mstep: Class 18 contains 54692 members 
Mstep: Class 19 contains 16716 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 345898 members 
Mstep: Class 23 contains 21688 members 
Mstep: Class 24 contains 30541 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19319 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13347 members 
Mstep: Class 31 contains 8479 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14169 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3169 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8310 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7215 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925632.000000 Penalty: 161184.531250
Iteration 224Q: 48 clusters Score -1.109256e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 109236 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101916 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40835 members 
Mstep: Class 18 contains 54652 members 
Mstep: Class 19 contains 16715 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 345930 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 30540 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19323 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8481 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14172 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7228 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925584.000000 Penalty: 161184.531250
Iteration 225Q: 48 clusters Score -1.109256e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15159 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101883 members 
Mstep: Class 14 contains 46663 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40848 members 
Mstep: Class 18 contains 54624 members 
Mstep: Class 19 contains 16715 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 345946 members 
Mstep: Class 23 contains 21688 members 
Mstep: Class 24 contains 30539 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19325 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8486 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14174 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8326 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7239 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925672.000000 Penalty: 161184.531250
Iteration 226Q: 48 clusters Score -1.109257e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101856 members 
Mstep: Class 14 contains 46667 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40858 members 
Mstep: Class 18 contains 54589 members 
Mstep: Class 19 contains 16715 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 345975 members 
Mstep: Class 23 contains 21691 members 
Mstep: Class 24 contains 30537 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19327 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30653 members 
Mstep: Class 38 contains 14173 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8334 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7256 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925656.000000 Penalty: 161184.531250
Iteration 227Q: 48 clusters Score -1.109257e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15156 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101827 members 
Mstep: Class 14 contains 46671 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40868 members 
Mstep: Class 18 contains 54552 members 
Mstep: Class 19 contains 16716 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346003 members 
Mstep: Class 23 contains 21695 members 
Mstep: Class 24 contains 30535 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19329 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8484 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14175 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4733 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8339 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7268 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925600.000000 Penalty: 161184.531250
Iteration 228Q: 48 clusters Score -1.109256e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101795 members 
Mstep: Class 14 contains 46674 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40878 members 
Mstep: Class 18 contains 54513 members 
Mstep: Class 19 contains 16718 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346034 members 
Mstep: Class 23 contains 21700 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19333 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14176 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8344 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7278 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925600.000000 Penalty: 161184.531250
Iteration 229Q: 48 clusters Score -1.109256e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4964 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101772 members 
Mstep: Class 14 contains 46679 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40884 members 
Mstep: Class 18 contains 54479 members 
Mstep: Class 19 contains 16723 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346047 members 
Mstep: Class 23 contains 21700 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19335 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30652 members 
Mstep: Class 38 contains 14176 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8347 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7293 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925640.000000 Penalty: 161184.531250
Iteration 230Q: 48 clusters Score -1.109256e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101748 members 
Mstep: Class 14 contains 46680 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40889 members 
Mstep: Class 18 contains 54446 members 
Mstep: Class 19 contains 16731 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346071 members 
Mstep: Class 23 contains 21700 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19336 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30651 members 
Mstep: Class 38 contains 14178 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8349 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7305 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925752.000000 Penalty: 161184.531250
Iteration 231Q: 48 clusters Score -1.109258e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101717 members 
Mstep: Class 14 contains 46681 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40895 members 
Mstep: Class 18 contains 54420 members 
Mstep: Class 19 contains 16741 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346081 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19338 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14180 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8351 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7323 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925768.000000 Penalty: 161184.531250
Iteration 232Q: 48 clusters Score -1.109258e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101689 members 
Mstep: Class 14 contains 46681 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40903 members 
Mstep: Class 18 contains 54382 members 
Mstep: Class 19 contains 16748 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346097 members 
Mstep: Class 23 contains 21703 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19340 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8490 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14180 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8356 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7343 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925704.000000 Penalty: 161184.531250
Iteration 233Q: 48 clusters Score -1.109257e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109233 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101673 members 
Mstep: Class 14 contains 46683 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40916 members 
Mstep: Class 18 contains 54354 members 
Mstep: Class 19 contains 16752 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346100 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30531 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19339 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8492 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11918 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14180 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8361 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7360 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925696.000000 Penalty: 161184.531250
Iteration 234Q: 48 clusters Score -1.109257e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109232 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101660 members 
Mstep: Class 14 contains 46685 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40923 members 
Mstep: Class 18 contains 54324 members 
Mstep: Class 19 contains 16759 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346098 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30531 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19341 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8496 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11918 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30658 members 
Mstep: Class 38 contains 14182 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8364 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7375 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925688.000000 Penalty: 161184.531250
Iteration 235Q: 48 clusters Score -1.109257e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101650 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40931 members 
Mstep: Class 18 contains 54302 members 
Mstep: Class 19 contains 16764 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346095 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30531 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8500 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30658 members 
Mstep: Class 38 contains 14184 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8366 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7384 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 236Q: 48 clusters Score -1.109257e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101643 members 
Mstep: Class 14 contains 46683 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40943 members 
Mstep: Class 18 contains 54275 members 
Mstep: Class 19 contains 16771 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346094 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8503 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14187 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8367 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7392 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925608.000000 Penalty: 161184.531250
Iteration 237Q: 48 clusters Score -1.109256e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101636 members 
Mstep: Class 14 contains 46683 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40953 members 
Mstep: Class 18 contains 54252 members 
Mstep: Class 19 contains 16778 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346096 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19345 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8505 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30659 members 
Mstep: Class 38 contains 14187 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3173 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8367 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7396 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925744.000000 Penalty: 161184.531250
Iteration 238Q: 48 clusters Score -1.109257e+08 nChanged 73
Entering ConstructFrom: 
Score: -110925744.000000 Penalty: 161184.531250
Entering ConstructFrom: 
Trying to split cluster 1 (33704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Entering Unmasked Estep 
Score: -3857599.000000 Penalty: 2585.492188
	Iteration 0F: 2 clusters Score -3857599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3834637.250000 Penalty: 5170.984375
	Iteration 0F: 3 clusters Score -3834637 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3842814.250000 Penalty: 5170.984375
	Iteration 1F: 3 clusters Score -3842814 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3843278.500000 Penalty: 5170.984375
	Iteration 2Q: 3 clusters Score -3843278 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3843648.000000 Penalty: 5170.984375
	Iteration 3Q: 3 clusters Score -3843648 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3843966.250000 Penalty: 5170.984375
	Iteration 4Q: 3 clusters Score -3843966 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3844292.250000 Penalty: 5170.984375
	Iteration 5Q: 3 clusters Score -3844292 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3844693.500000 Penalty: 5170.984375
	Iteration 6Q: 3 clusters Score -3844694 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3845227.250000 Penalty: 5170.984375
	Iteration 7Q: 3 clusters Score -3845227 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3845901.000000 Penalty: 5170.984375
	Iteration 8Q: 3 clusters Score -3845901 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3846849.000000 Penalty: 5170.984375
	Iteration 9Q: 3 clusters Score -3846849 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3848097.000000 Penalty: 5170.984375
	Iteration 10Q: 3 clusters Score -3848097 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3849529.750000 Penalty: 5170.984375
	Iteration 11F: 3 clusters Score -3849530 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3850914.000000 Penalty: 5170.984375
	Iteration 12Q: 3 clusters Score -3850914 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3852073.500000 Penalty: 5170.984375
	Iteration 13Q: 3 clusters Score -3852074 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3852798.500000 Penalty: 5170.984375
	Iteration 14Q: 3 clusters Score -3852798 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3853281.500000 Penalty: 5170.984375
	Iteration 15Q: 3 clusters Score -3853282 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3853523.000000 Penalty: 5170.984375
	Iteration 16Q: 3 clusters Score -3853523 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3853689.750000 Penalty: 5170.984375
	Iteration 17Q: 3 clusters Score -3853690 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3853792.250000 Penalty: 5170.984375
	Iteration 18Q: 3 clusters Score -3853792 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3853811.750000 Penalty: 5170.984375
	Iteration 19Q: 3 clusters Score -3853812 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3853862.000000 Penalty: 5170.984375
	Iteration 20F: 3 clusters Score -3853862 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3853894.750000 Penalty: 5170.984375
	Iteration 21Q: 3 clusters Score -3853895 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3853913.750000 Penalty: 5170.984375
	Iteration 22Q: 3 clusters Score -3853914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3853957.000000 Penalty: 5170.984375
	Iteration 23Q: 3 clusters Score -3853957 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3853991.500000 Penalty: 5170.984375
	Iteration 24Q: 3 clusters Score -3853992 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3854023.250000 Penalty: 5170.984375
	Iteration 25Q: 3 clusters Score -3854023 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3854058.500000 Penalty: 5170.984375
	Iteration 26Q: 3 clusters Score -3854058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3854093.500000 Penalty: 5170.984375
	Iteration 27Q: 3 clusters Score -3854094 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3854142.250000 Penalty: 5170.984375
	Iteration 28Q: 3 clusters Score -3854142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3854175.500000 Penalty: 5170.984375
	Iteration 29Q: 3 clusters Score -3854176 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3854230.750000 Penalty: 5170.984375
	Iteration 30Q: 3 clusters Score -3854231 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3854296.250000 Penalty: 5170.984375
	Iteration 31Q: 3 clusters Score -3854296 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3854357.500000 Penalty: 5170.984375
	Iteration 32Q: 3 clusters Score -3854358 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3854435.500000 Penalty: 5170.984375
	Iteration 33Q: 3 clusters Score -3854436 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3854523.000000 Penalty: 5170.984375
	Iteration 34Q: 3 clusters Score -3854523 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3854624.750000 Penalty: 5170.984375
	Iteration 35Q: 3 clusters Score -3854625 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3854784.000000 Penalty: 5170.984375
	Iteration 36Q: 3 clusters Score -3854784 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3854988.500000 Penalty: 5170.984375
	Iteration 37Q: 3 clusters Score -3854988 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3855237.250000 Penalty: 5170.984375
	Iteration 38Q: 3 clusters Score -3855237 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3855555.000000 Penalty: 5170.984375
	Iteration 39Q: 3 clusters Score -3855555 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3855933.750000 Penalty: 5170.984375
	Iteration 40F: 3 clusters Score -3855934 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3856329.000000 Penalty: 5170.984375
	Iteration 41Q: 3 clusters Score -3856329 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3856677.250000 Penalty: 5170.984375
	Iteration 42Q: 3 clusters Score -3856677 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3857014.000000 Penalty: 5170.984375
	Iteration 43Q: 3 clusters Score -3857014 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3857297.250000 Penalty: 5170.984375
	Iteration 44Q: 3 clusters Score -3857297 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3857491.000000 Penalty: 5170.984375
	Iteration 45Q: 3 clusters Score -3857491 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3857642.250000 Penalty: 5170.984375
	Iteration 46Q: 3 clusters Score -3857642 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3857746.000000 Penalty: 5170.984375
	Iteration 47Q: 3 clusters Score -3857746 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3857838.750000 Penalty: 5170.984375
	Iteration 48Q: 3 clusters Score -3857839 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3857903.500000 Penalty: 5170.984375
	Iteration 49Q: 3 clusters Score -3857904 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3857956.250000 Penalty: 5170.984375
	Iteration 50Q: 3 clusters Score -3857956 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3858000.500000 Penalty: 5170.984375
	Iteration 51Q: 3 clusters Score -3858000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3858025.750000 Penalty: 5170.984375
	Iteration 52Q: 3 clusters Score -3858026 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3858034.250000 Penalty: 5170.984375
	Iteration 53Q: 3 clusters Score -3858034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3858058.500000 Penalty: 5170.984375
	Iteration 54Q: 3 clusters Score -3858058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3858079.750000 Penalty: 5170.984375
	Iteration 55Q: 3 clusters Score -3858080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3858087.750000 Penalty: 5170.984375
	Iteration 56Q: 3 clusters Score -3858088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3858098.750000 Penalty: 5170.984375
	Iteration 57Q: 3 clusters Score -3858099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3858105.250000 Penalty: 5170.984375
	Iteration 58Q: 3 clusters Score -3858105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3858100.500000 Penalty: 5170.984375
	Iteration 59Q: 3 clusters Score -3858100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3858101.000000 Penalty: 5170.984375
	Iteration 60F: 3 clusters Score -3858101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3858091.250000 Penalty: 5170.984375
	Iteration 61Q: 3 clusters Score -3858091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3858085.500000 Penalty: 5170.984375
	Iteration 62Q: 3 clusters Score -3858086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3858088.500000 Penalty: 5170.984375
	Iteration 63Q: 3 clusters Score -3858088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3858092.750000 Penalty: 5170.984375
	Iteration 64Q: 3 clusters Score -3858093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3858092.500000 Penalty: 5170.984375
	Iteration 65Q: 3 clusters Score -3858092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3858095.250000 Penalty: 5170.984375
	Iteration 66Q: 3 clusters Score -3858095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3858094.250000 Penalty: 5170.984375
	Iteration 67Q: 3 clusters Score -3858094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3858097.250000 Penalty: 5170.984375
	Iteration 68Q: 3 clusters Score -3858097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3858096.500000 Penalty: 5170.984375
	Iteration 69Q: 3 clusters Score -3858096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3858096.750000 Penalty: 5170.984375
	Iteration 70Q: 3 clusters Score -3858097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3858093.750000 Penalty: 5170.984375
	Iteration 71Q: 3 clusters Score -3858094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3858100.750000 Penalty: 5170.984375
	Iteration 72Q: 3 clusters Score -3858101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3858089.750000 Penalty: 5170.984375
	Iteration 73Q: 3 clusters Score -3858090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3858098.500000 Penalty: 5170.984375
	Iteration 74Q: 3 clusters Score -3858098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3858096.000000 Penalty: 5170.984375
	Iteration 75Q: 3 clusters Score -3858096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3858099.000000 Penalty: 5170.984375
	Iteration 76Q: 3 clusters Score -3858099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3858096.000000 Penalty: 5170.984375
	Iteration 77Q: 3 clusters Score -3858096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3858093.250000 Penalty: 5170.984375
	Iteration 78Q: 3 clusters Score -3858093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3858092.250000 Penalty: 5170.984375
	Iteration 79Q: 3 clusters Score -3858092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3858096.000000 Penalty: 5170.984375
	Iteration 80F: 3 clusters Score -3858096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101629 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40957 members 
Mstep: Class 18 contains 54226 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346114 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30660 members 
Mstep: Class 38 contains 14189 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7399 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 15140 members 
Entering Unmasked Estep 
Score: -110924824.000000 Penalty: 164614.000000
Splitting cluster 1 changes total score from -110925744.000000 to -110924824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Entering Unmasked Estep 
Score: -927625.750000 Penalty: 2239.652100
	Iteration 0F: 2 clusters Score -927625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -920927.437500 Penalty: 4479.304199
	Iteration 0F: 3 clusters Score -920927.4 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -922840.062500 Penalty: 4479.304199
	Iteration 1F: 3 clusters Score -922840.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -923188.125000 Penalty: 4479.304199
	Iteration 2F: 3 clusters Score -923188.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -923407.250000 Penalty: 4479.304199
	Iteration 3F: 3 clusters Score -923407.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -923593.375000 Penalty: 4479.304199
	Iteration 4Q: 3 clusters Score -923593.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -923753.687500 Penalty: 4479.304199
	Iteration 5Q: 3 clusters Score -923753.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -923909.875000 Penalty: 4479.304199
	Iteration 6Q: 3 clusters Score -923909.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -924029.562500 Penalty: 4479.304199
	Iteration 7Q: 3 clusters Score -924029.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -924136.750000 Penalty: 4479.304199
	Iteration 8Q: 3 clusters Score -924136.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -924250.250000 Penalty: 4479.304199
	Iteration 9Q: 3 clusters Score -924250.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -924363.937500 Penalty: 4479.304199
	Iteration 10Q: 3 clusters Score -924363.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -924485.562500 Penalty: 4479.304199
	Iteration 11Q: 3 clusters Score -924485.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -924590.625000 Penalty: 4479.304199
	Iteration 12Q: 3 clusters Score -924590.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -924680.687500 Penalty: 4479.304199
	Iteration 13Q: 3 clusters Score -924680.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -924767.937500 Penalty: 4479.304199
	Iteration 14Q: 3 clusters Score -924767.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -924871.375000 Penalty: 4479.304199
	Iteration 15Q: 3 clusters Score -924871.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -924960.937500 Penalty: 4479.304199
	Iteration 16Q: 3 clusters Score -924960.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -925050.500000 Penalty: 4479.304199
	Iteration 17Q: 3 clusters Score -925050.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -925127.125000 Penalty: 4479.304199
	Iteration 18Q: 3 clusters Score -925127.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -925187.812500 Penalty: 4479.304199
	Iteration 19Q: 3 clusters Score -925187.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -925241.187500 Penalty: 4479.304199
	Iteration 20F: 3 clusters Score -925241.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -925290.812500 Penalty: 4479.304199
	Iteration 21Q: 3 clusters Score -925290.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -925334.750000 Penalty: 4479.304199
	Iteration 22Q: 3 clusters Score -925334.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -925377.312500 Penalty: 4479.304199
	Iteration 23Q: 3 clusters Score -925377.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -925401.875000 Penalty: 4479.304199
	Iteration 24Q: 3 clusters Score -925401.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -925424.500000 Penalty: 4479.304199
	Iteration 25Q: 3 clusters Score -925424.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -925445.437500 Penalty: 4479.304199
	Iteration 26Q: 3 clusters Score -925445.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -925472.187500 Penalty: 4479.304199
	Iteration 27Q: 3 clusters Score -925472.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -925497.750000 Penalty: 4479.304199
	Iteration 28Q: 3 clusters Score -925497.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -925522.312500 Penalty: 4479.304199
	Iteration 29Q: 3 clusters Score -925522.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -925544.937500 Penalty: 4479.304199
	Iteration 30Q: 3 clusters Score -925544.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -925564.687500 Penalty: 4479.304199
	Iteration 31Q: 3 clusters Score -925564.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -925587.812500 Penalty: 4479.304199
	Iteration 32Q: 3 clusters Score -925587.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -925612.312500 Penalty: 4479.304199
	Iteration 33Q: 3 clusters Score -925612.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -925639.437500 Penalty: 4479.304199
	Iteration 34Q: 3 clusters Score -925639.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -925674.125000 Penalty: 4479.304199
	Iteration 35Q: 3 clusters Score -925674.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -925697.375000 Penalty: 4479.304199
	Iteration 36Q: 3 clusters Score -925697.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -925722.312500 Penalty: 4479.304199
	Iteration 37Q: 3 clusters Score -925722.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -925745.125000 Penalty: 4479.304199
	Iteration 38Q: 3 clusters Score -925745.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -925766.062500 Penalty: 4479.304199
	Iteration 39Q: 3 clusters Score -925766.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -925783.125000 Penalty: 4479.304199
	Iteration 40F: 3 clusters Score -925783.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -925796.687500 Penalty: 4479.304199
	Iteration 41Q: 3 clusters Score -925796.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -925808.437500 Penalty: 4479.304199
	Iteration 42Q: 3 clusters Score -925808.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -925824.625000 Penalty: 4479.304199
	Iteration 43Q: 3 clusters Score -925824.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -925843.437500 Penalty: 4479.304199
	Iteration 44Q: 3 clusters Score -925843.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -925864.375000 Penalty: 4479.304199
	Iteration 45Q: 3 clusters Score -925864.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -925884.250000 Penalty: 4479.304199
	Iteration 46Q: 3 clusters Score -925884.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -925897.437500 Penalty: 4479.304199
	Iteration 47Q: 3 clusters Score -925897.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -925911.312500 Penalty: 4479.304199
	Iteration 48Q: 3 clusters Score -925911.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -925920.125000 Penalty: 4479.304199
	Iteration 49Q: 3 clusters Score -925920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -925928.875000 Penalty: 4479.304199
	Iteration 50Q: 3 clusters Score -925928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -925935.687500 Penalty: 4479.304199
	Iteration 51Q: 3 clusters Score -925935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -925942.062500 Penalty: 4479.304199
	Iteration 52Q: 3 clusters Score -925942.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -925946.625000 Penalty: 4479.304199
	Iteration 53Q: 3 clusters Score -925946.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -925949.312500 Penalty: 4479.304199
	Iteration 54Q: 3 clusters Score -925949.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -925954.187500 Penalty: 4479.304199
	Iteration 55Q: 3 clusters Score -925954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -925957.687500 Penalty: 4479.304199
	Iteration 56Q: 3 clusters Score -925957.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -925963.562500 Penalty: 4479.304199
	Iteration 57Q: 3 clusters Score -925963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -925969.500000 Penalty: 4479.304199
	Iteration 58Q: 3 clusters Score -925969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -925974.312500 Penalty: 4479.304199
	Iteration 59Q: 3 clusters Score -925974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -925977.062500 Penalty: 4479.304199
	Iteration 60F: 3 clusters Score -925977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -925980.687500 Penalty: 4479.304199
	Iteration 61Q: 3 clusters Score -925980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -925982.437500 Penalty: 4479.304199
	Iteration 62Q: 3 clusters Score -925982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -925985.562500 Penalty: 4479.304199
	Iteration 63Q: 3 clusters Score -925985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -925988.875000 Penalty: 4479.304199
	Iteration 64Q: 3 clusters Score -925988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -925987.687500 Penalty: 4479.304199
	Iteration 65Q: 3 clusters Score -925987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -925990.000000 Penalty: 4479.304199
	Iteration 66Q: 3 clusters Score -925990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -925990.437500 Penalty: 4479.304199
	Iteration 67Q: 3 clusters Score -925990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -925992.375000 Penalty: 4479.304199
	Iteration 68Q: 3 clusters Score -925992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -925993.750000 Penalty: 4479.304199
	Iteration 69Q: 3 clusters Score -925993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -925997.625000 Penalty: 4479.304199
	Iteration 70Q: 3 clusters Score -925997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -925996.687500 Penalty: 4479.304199
	Iteration 71Q: 3 clusters Score -925996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -925996.500000 Penalty: 4479.304199
	Iteration 72Q: 3 clusters Score -925996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -925997.687500 Penalty: 4479.304199
	Iteration 73Q: 3 clusters Score -925997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -925997.687500 Penalty: 4479.304199
	Iteration 74F: 3 clusters Score -925997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54283.152344 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -54283.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52762.410156 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -52762.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52980.101562 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -52980.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53058.652344 Penalty: 3117.854980
	Iteration 2Q: 3 clusters Score -53058.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53099.078125 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -53099.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53117.277344 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -53117.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53125.996094 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -53126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53125.996094 Penalty: 3117.854980
	Iteration 6F: 3 clusters Score -53126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -129716.984375 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -129717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127632.992188 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -127633 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127943.781250 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -127943.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128032.773438 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -128032.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -128093.703125 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -128093.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128145.070312 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -128145.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128169.414062 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -128169.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128189.453125 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -128189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128204.125000 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -128204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128215.765625 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -128215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128220.539062 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -128220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128223.031250 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -128223 nChanged 2
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: -128226.023438 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -128226 nChanged 0
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: -128226.023438 Penalty: 3508.761963
	Iteration 12F: 3 clusters Score -128226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Entering Unmasked Estep 
Score: -1683732.750000 Penalty: 2387.269287
	Iteration 0F: 2 clusters Score -1683733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1672767.750000 Penalty: 4774.538574
	Iteration 0F: 3 clusters Score -1672768 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1676239.000000 Penalty: 4774.538574
	Iteration 1F: 3 clusters Score -1676239 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1676694.500000 Penalty: 4774.538574
	Iteration 2F: 3 clusters Score -1676694 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1677104.875000 Penalty: 4774.538574
	Iteration 3F: 3 clusters Score -1677105 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1677445.250000 Penalty: 4774.538574
	Iteration 4Q: 3 clusters Score -1677445 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1677772.875000 Penalty: 4774.538574
	Iteration 5Q: 3 clusters Score -1677773 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1678110.750000 Penalty: 4774.538574
	Iteration 6Q: 3 clusters Score -1678111 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1678477.750000 Penalty: 4774.538574
	Iteration 7Q: 3 clusters Score -1678478 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1678910.375000 Penalty: 4774.538574
	Iteration 8Q: 3 clusters Score -1678910 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1679423.500000 Penalty: 4774.538574
	Iteration 9Q: 3 clusters Score -1679424 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1679865.250000 Penalty: 4774.538574
	Iteration 10Q: 3 clusters Score -1679865 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1680203.000000 Penalty: 4774.538574
	Iteration 11Q: 3 clusters Score -1680203 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1680469.125000 Penalty: 4774.538574
	Iteration 12Q: 3 clusters Score -1680469 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1680638.250000 Penalty: 4774.538574
	Iteration 13Q: 3 clusters Score -1680638 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1680744.250000 Penalty: 4774.538574
	Iteration 14Q: 3 clusters Score -1680744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1680822.125000 Penalty: 4774.538574
	Iteration 15Q: 3 clusters Score -1680822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1680872.375000 Penalty: 4774.538574
	Iteration 16Q: 3 clusters Score -1680872 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1680919.625000 Penalty: 4774.538574
	Iteration 17Q: 3 clusters Score -1680920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1680951.625000 Penalty: 4774.538574
	Iteration 18Q: 3 clusters Score -1680952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1680982.375000 Penalty: 4774.538574
	Iteration 19Q: 3 clusters Score -1680982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1681012.375000 Penalty: 4774.538574
	Iteration 20F: 3 clusters Score -1681012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1681042.250000 Penalty: 4774.538574
	Iteration 21Q: 3 clusters Score -1681042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1681063.875000 Penalty: 4774.538574
	Iteration 22Q: 3 clusters Score -1681064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1681088.500000 Penalty: 4774.538574
	Iteration 23Q: 3 clusters Score -1681088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1681113.375000 Penalty: 4774.538574
	Iteration 24Q: 3 clusters Score -1681113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1681129.500000 Penalty: 4774.538574
	Iteration 25Q: 3 clusters Score -1681130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1681147.250000 Penalty: 4774.538574
	Iteration 26Q: 3 clusters Score -1681147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1681163.625000 Penalty: 4774.538574
	Iteration 27Q: 3 clusters Score -1681164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1681183.625000 Penalty: 4774.538574
	Iteration 28Q: 3 clusters Score -1681184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1681195.250000 Penalty: 4774.538574
	Iteration 29Q: 3 clusters Score -1681195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1681223.875000 Penalty: 4774.538574
	Iteration 30Q: 3 clusters Score -1681224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1681247.375000 Penalty: 4774.538574
	Iteration 31Q: 3 clusters Score -1681247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1681277.125000 Penalty: 4774.538574
	Iteration 32Q: 3 clusters Score -1681277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1681295.000000 Penalty: 4774.538574
	Iteration 33Q: 3 clusters Score -1681295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1681308.125000 Penalty: 4774.538574
	Iteration 34Q: 3 clusters Score -1681308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1681327.625000 Penalty: 4774.538574
	Iteration 35Q: 3 clusters Score -1681328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1681334.125000 Penalty: 4774.538574
	Iteration 36Q: 3 clusters Score -1681334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1681338.375000 Penalty: 4774.538574
	Iteration 37Q: 3 clusters Score -1681338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1681347.125000 Penalty: 4774.538574
	Iteration 38Q: 3 clusters Score -1681347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1681347.375000 Penalty: 4774.538574
	Iteration 39Q: 3 clusters Score -1681347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1681350.875000 Penalty: 4774.538574
	Iteration 40F: 3 clusters Score -1681351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1681353.750000 Penalty: 4774.538574
	Iteration 41Q: 3 clusters Score -1681354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1681355.250000 Penalty: 4774.538574
	Iteration 42Q: 3 clusters Score -1681355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1681359.000000 Penalty: 4774.538574
	Iteration 43Q: 3 clusters Score -1681359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1681358.500000 Penalty: 4774.538574
	Iteration 44Q: 3 clusters Score -1681358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1681361.500000 Penalty: 4774.538574
	Iteration 45Q: 3 clusters Score -1681362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1681365.250000 Penalty: 4774.538574
	Iteration 46Q: 3 clusters Score -1681365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1681367.750000 Penalty: 4774.538574
	Iteration 47Q: 3 clusters Score -1681368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1681375.000000 Penalty: 4774.538574
	Iteration 48Q: 3 clusters Score -1681375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1681377.375000 Penalty: 4774.538574
	Iteration 49Q: 3 clusters Score -1681377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1681375.750000 Penalty: 4774.538574
	Iteration 50Q: 3 clusters Score -1681376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1681378.125000 Penalty: 4774.538574
	Iteration 51Q: 3 clusters Score -1681378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1681378.750000 Penalty: 4774.538574
	Iteration 52Q: 3 clusters Score -1681379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1681381.125000 Penalty: 4774.538574
	Iteration 53Q: 3 clusters Score -1681381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1681382.500000 Penalty: 4774.538574
	Iteration 54Q: 3 clusters Score -1681382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1681385.625000 Penalty: 4774.538574
	Iteration 55Q: 3 clusters Score -1681386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1681383.625000 Penalty: 4774.538574
	Iteration 56Q: 3 clusters Score -1681384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1681380.750000 Penalty: 4774.538574
	Iteration 57Q: 3 clusters Score -1681381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1681386.625000 Penalty: 4774.538574
	Iteration 58Q: 3 clusters Score -1681387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1681385.750000 Penalty: 4774.538574
	Iteration 59Q: 3 clusters Score -1681386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1681389.750000 Penalty: 4774.538574
	Iteration 60F: 3 clusters Score -1681390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1681387.750000 Penalty: 4774.538574
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1681389 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1681389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1681390 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1681394.375000 Penalty: 4774.538574
	Iteration 65Q: 3 clusters Score -1681394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1681396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1681396 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1681396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1681400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1681399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1681397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1681399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1681402 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1681400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1681399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1681399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1681402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1681402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1681403.625000 Penalty: 4774.538574
	Iteration 79Q: 3 clusters Score -1681404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1681404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1681409.750000 Penalty: 4774.538574
	Iteration 81Q: 3 clusters Score -1681410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1681408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1681410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1681409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1681408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1681411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1681411 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7410 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1681415 nChanged 6
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Mstep: Class 1 contains 7414 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1681418 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7417 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1681422 nChanged 7
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Mstep: Class 1 contains 7420 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1681422 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1681418 nChanged 11
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Mstep: Class 1 contains 7433 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1681422 nChanged 16
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Mstep: Class 1 contains 7439 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1681425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1681423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1681427 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1681424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1681428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1681427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1681425 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1681428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1681433 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1681434 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1681432 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7541 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1681440 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7569 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1681445 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1681449 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7630 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1681449 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7676 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1681465 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1681473 nChanged 38
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1681476 nChanged 32
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	Iteration 112Q: 3 clusters Score -1681480 nChanged 29
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Mstep: Class 1 contains 7796 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1681488 nChanged 25
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Mstep: Class 1 contains 7801 members 
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	Iteration 114Q: 3 clusters Score -1681487 nChanged 27
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1681492 nChanged 20
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Mstep: Class 1 contains 7836 members 
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	Iteration 116Q: 3 clusters Score -1681497 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7299 members 
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	Iteration 117Q: 3 clusters Score -1681498 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7871 members 
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	Iteration 118Q: 3 clusters Score -1681498 nChanged 14
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Mstep: Class 1 contains 7885 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1681503 nChanged 22
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Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1681506.625000 Penalty: 4774.538574
	Iteration 120F: 3 clusters Score -1681507 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1681512 nChanged 12
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Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1681510 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1681513 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1681510 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1681513 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1681511 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1681511 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1681510 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1681511 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1681513 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1681516.375000 Penalty: 4774.538574
	Iteration 131Q: 3 clusters Score -1681516 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1681519.625000 Penalty: 4774.538574
	Iteration 132Q: 3 clusters Score -1681520 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1681512.875000 Penalty: 4774.538574
	Iteration 133Q: 3 clusters Score -1681513 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1681517.250000 Penalty: 4774.538574
	Iteration 134Q: 3 clusters Score -1681517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1681522.875000 Penalty: 4774.538574
	Iteration 135Q: 3 clusters Score -1681523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1681520 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1681519.000000 Penalty: 4774.538574
	Iteration 137Q: 3 clusters Score -1681519 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1681523.375000 Penalty: 4774.538574
	Iteration 138Q: 3 clusters Score -1681523 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1681534.125000 Penalty: 4774.538574
	Iteration 139Q: 3 clusters Score -1681534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1681528.625000 Penalty: 4774.538574
	Iteration 140F: 3 clusters Score -1681529 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1681531.500000 Penalty: 4774.538574
	Iteration 141Q: 3 clusters Score -1681532 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1681531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1681535.500000 Penalty: 4774.538574
	Iteration 143Q: 3 clusters Score -1681536 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1681541.125000 Penalty: 4774.538574
	Iteration 144Q: 3 clusters Score -1681541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1681540.250000 Penalty: 4774.538574
	Iteration 145Q: 3 clusters Score -1681540 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1681544.625000 Penalty: 4774.538574
	Iteration 146Q: 3 clusters Score -1681545 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1681548.000000 Penalty: 4774.538574
	Iteration 147Q: 3 clusters Score -1681548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1681551.750000 Penalty: 4774.538574
	Iteration 148Q: 3 clusters Score -1681552 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1681559.875000 Penalty: 4774.538574
	Iteration 149Q: 3 clusters Score -1681560 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1681565.375000 Penalty: 4774.538574
	Iteration 150Q: 3 clusters Score -1681565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1681563.875000 Penalty: 4774.538574
	Iteration 151Q: 3 clusters Score -1681564 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1681574.625000 Penalty: 4774.538574
	Iteration 152Q: 3 clusters Score -1681575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1681578.125000 Penalty: 4774.538574
	Iteration 153Q: 3 clusters Score -1681578 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1681582.250000 Penalty: 4774.538574
	Iteration 154Q: 3 clusters Score -1681582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1681582.625000 Penalty: 4774.538574
	Iteration 155Q: 3 clusters Score -1681583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1681581.500000 Penalty: 4774.538574
	Iteration 156Q: 3 clusters Score -1681582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1681586.625000 Penalty: 4774.538574
	Iteration 157Q: 3 clusters Score -1681587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1681587.125000 Penalty: 4774.538574
	Iteration 158Q: 3 clusters Score -1681587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1681594.125000 Penalty: 4774.538574
	Iteration 159Q: 3 clusters Score -1681594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1681604.125000 Penalty: 4774.538574
	Iteration 160F: 3 clusters Score -1681604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1681611.250000 Penalty: 4774.538574
	Iteration 161Q: 3 clusters Score -1681611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1681615.500000 Penalty: 4774.538574
	Iteration 162Q: 3 clusters Score -1681616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1681631.625000 Penalty: 4774.538574
	Iteration 163Q: 3 clusters Score -1681632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1681637.375000 Penalty: 4774.538574
	Iteration 164Q: 3 clusters Score -1681637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1681649.000000 Penalty: 4774.538574
	Iteration 165Q: 3 clusters Score -1681649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1681654.500000 Penalty: 4774.538574
	Iteration 166Q: 3 clusters Score -1681654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1681663.125000 Penalty: 4774.538574
	Iteration 167Q: 3 clusters Score -1681663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1681668.250000 Penalty: 4774.538574
	Iteration 168Q: 3 clusters Score -1681668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1681678.250000 Penalty: 4774.538574
	Iteration 169Q: 3 clusters Score -1681678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1681677.250000 Penalty: 4774.538574
	Iteration 170Q: 3 clusters Score -1681677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1681682.250000 Penalty: 4774.538574
	Iteration 171Q: 3 clusters Score -1681682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1681685.625000 Penalty: 4774.538574
	Iteration 172Q: 3 clusters Score -1681686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1681689.500000 Penalty: 4774.538574
	Iteration 173Q: 3 clusters Score -1681690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1681694.625000 Penalty: 4774.538574
	Iteration 174Q: 3 clusters Score -1681695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1681699.750000 Penalty: 4774.538574
	Iteration 175Q: 3 clusters Score -1681700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1681707.875000 Penalty: 4774.538574
	Iteration 176Q: 3 clusters Score -1681708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1681707.750000 Penalty: 4774.538574
	Iteration 177Q: 3 clusters Score -1681708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1681713.625000 Penalty: 4774.538574
	Iteration 178Q: 3 clusters Score -1681714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1681720.875000 Penalty: 4774.538574
	Iteration 179Q: 3 clusters Score -1681721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1681719.625000 Penalty: 4774.538574
	Iteration 180F: 3 clusters Score -1681720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1681725.750000 Penalty: 4774.538574
	Iteration 181Q: 3 clusters Score -1681726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1681736.875000 Penalty: 4774.538574
	Iteration 182Q: 3 clusters Score -1681737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1681750.375000 Penalty: 4774.538574
	Iteration 183Q: 3 clusters Score -1681750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1681757.125000 Penalty: 4774.538574
	Iteration 184Q: 3 clusters Score -1681757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1681774.500000 Penalty: 4774.538574
	Iteration 185Q: 3 clusters Score -1681774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1681793.375000 Penalty: 4774.538574
	Iteration 186Q: 3 clusters Score -1681793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1681815.375000 Penalty: 4774.538574
	Iteration 187Q: 3 clusters Score -1681815 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1681832.375000 Penalty: 4774.538574
	Iteration 188Q: 3 clusters Score -1681832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1681848.250000 Penalty: 4774.538574
	Iteration 189Q: 3 clusters Score -1681848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1681863.875000 Penalty: 4774.538574
	Iteration 190Q: 3 clusters Score -1681864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1681869.875000 Penalty: 4774.538574
	Iteration 191Q: 3 clusters Score -1681870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1681888.625000 Penalty: 4774.538574
	Iteration 192Q: 3 clusters Score -1681889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1681900.625000 Penalty: 4774.538574
	Iteration 193Q: 3 clusters Score -1681901 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1681915.750000 Penalty: 4774.538574
	Iteration 194Q: 3 clusters Score -1681916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1681933.000000 Penalty: 4774.538574
	Iteration 195Q: 3 clusters Score -1681933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1681947.125000 Penalty: 4774.538574
	Iteration 196Q: 3 clusters Score -1681947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1681962.625000 Penalty: 4774.538574
	Iteration 197Q: 3 clusters Score -1681963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1681981.000000 Penalty: 4774.538574
	Iteration 198Q: 3 clusters Score -1681981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1681994.000000 Penalty: 4774.538574
	Iteration 199Q: 3 clusters Score -1681994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1682018.750000 Penalty: 4774.538574
	Iteration 200F: 3 clusters Score -1682019 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1682032.500000 Penalty: 4774.538574
	Iteration 201Q: 3 clusters Score -1682032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1682056.000000 Penalty: 4774.538574
	Iteration 202Q: 3 clusters Score -1682056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1682075.875000 Penalty: 4774.538574
	Iteration 203Q: 3 clusters Score -1682076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1682096.625000 Penalty: 4774.538574
	Iteration 204Q: 3 clusters Score -1682097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1682121.125000 Penalty: 4774.538574
	Iteration 205Q: 3 clusters Score -1682121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1682141.625000 Penalty: 4774.538574
	Iteration 206Q: 3 clusters Score -1682142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1682171.500000 Penalty: 4774.538574
	Iteration 207Q: 3 clusters Score -1682172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1682204.125000 Penalty: 4774.538574
	Iteration 208Q: 3 clusters Score -1682204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1682232.500000 Penalty: 4774.538574
	Iteration 209Q: 3 clusters Score -1682232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1682273.250000 Penalty: 4774.538574
	Iteration 210Q: 3 clusters Score -1682273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1682350.125000 Penalty: 4774.538574
	Iteration 211Q: 3 clusters Score -1682350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1682429.250000 Penalty: 4774.538574
	Iteration 212Q: 3 clusters Score -1682429 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1682511.250000 Penalty: 4774.538574
	Iteration 213Q: 3 clusters Score -1682511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1682575.875000 Penalty: 4774.538574
	Iteration 214Q: 3 clusters Score -1682576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1682619.000000 Penalty: 4774.538574
	Iteration 215Q: 3 clusters Score -1682619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1682650.125000 Penalty: 4774.538574
	Iteration 216Q: 3 clusters Score -1682650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1682666.750000 Penalty: 4774.538574
	Iteration 217Q: 3 clusters Score -1682667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1682674.500000 Penalty: 4774.538574
	Iteration 218Q: 3 clusters Score -1682674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1682686.875000 Penalty: 4774.538574
	Iteration 219Q: 3 clusters Score -1682687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1682692.375000 Penalty: 4774.538574
	Iteration 220F: 3 clusters Score -1682692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1682694.375000 Penalty: 4774.538574
	Iteration 221Q: 3 clusters Score -1682694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1682697.000000 Penalty: 4774.538574
	Iteration 222Q: 3 clusters Score -1682697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1682699.500000 Penalty: 4774.538574
	Iteration 223Q: 3 clusters Score -1682700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1682699.625000 Penalty: 4774.538574
	Iteration 224Q: 3 clusters Score -1682700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1682703.750000 Penalty: 4774.538574
	Iteration 225Q: 3 clusters Score -1682704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1682702.875000 Penalty: 4774.538574
	Iteration 226Q: 3 clusters Score -1682703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1682705.500000 Penalty: 4774.538574
	Iteration 227Q: 3 clusters Score -1682706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1682705.875000 Penalty: 4774.538574
	Iteration 228Q: 3 clusters Score -1682706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1682707.375000 Penalty: 4774.538574
	Iteration 229Q: 3 clusters Score -1682707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1682707.250000 Penalty: 4774.538574
	Iteration 230Q: 3 clusters Score -1682707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1682708.000000 Penalty: 4774.538574
	Iteration 231Q: 3 clusters Score -1682708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1682708.500000 Penalty: 4774.538574
	Iteration 232Q: 3 clusters Score -1682708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1682708.500000 Penalty: 4774.538574
	Iteration 233F: 3 clusters Score -1682708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -146185.921875 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -146185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -143972.218750 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -143972.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144403.218750 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -144403.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144525.171875 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -144525.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -144614.562500 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -144614.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144671.687500 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -144671.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144691.828125 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -144691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144703.468750 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -144703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144712.656250 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -144712.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144720.875000 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -144720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144725.031250 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -144725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144729.468750 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -144729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144731.109375 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -144731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144733.875000 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -144733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144735.000000 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -144735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144737.171875 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -144737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -144740.875000 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -144740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144742.234375 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -144742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -144743.125000 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -144743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -144744.140625 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -144744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -144745.765625 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -144745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144749.734375 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -144749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144753.156250 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -144753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144757.046875 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -144757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -144759.078125 Penalty: 3600.870361
	Iteration 23Q: 3 clusters Score -144759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144761.156250 Penalty: 3600.870361
	Iteration 24Q: 3 clusters Score -144761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144763.312500 Penalty: 3600.870361
	Iteration 25Q: 3 clusters Score -144763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144764.281250 Penalty: 3600.870361
	Iteration 26Q: 3 clusters Score -144764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144767.953125 Penalty: 3600.870361
	Iteration 27Q: 3 clusters Score -144768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144768.984375 Penalty: 3600.870361
	Iteration 28Q: 3 clusters Score -144769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144769.406250 Penalty: 3600.870361
	Iteration 29Q: 3 clusters Score -144769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144769.406250 Penalty: 3600.870361
	Iteration 30F: 3 clusters Score -144769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -46678.449219 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -46678.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45364.152344 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -45364.15 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46158.660156 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -46158.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46507.171875 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -46507.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46846.796875 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -46846.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47057.050781 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -47057.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47161.300781 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -47161.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47302.246094 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -47302.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47347.140625 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -47347.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47380.414062 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -47380.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47411.019531 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -47411.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47446.386719 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -47446.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47470.023438 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -47470.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47497.023438 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -47497.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47499.570312 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -47499.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47504.601562 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -47504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47504.601562 Penalty: 3144.818115
	Iteration 15F: 3 clusters Score -47504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 208 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101629 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40957 members 
Mstep: Class 18 contains 54226 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346114 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30660 members 
Mstep: Class 38 contains 14189 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7399 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 359 members 
Entering Unmasked Estep 
Score: -110924840.000000 Penalty: 164614.000000
Splitting cluster 7 changes total score from -110925744.000000 to -110924840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -534827.750000 Penalty: 2109.721436
	Iteration 0F: 2 clusters Score -534827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -530425.625000 Penalty: 4219.442871
	Iteration 0F: 3 clusters Score -530425.6 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -531472.375000 Penalty: 4219.442871
	Iteration 1F: 3 clusters Score -531472.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -531668.937500 Penalty: 4219.442871
	Iteration 2F: 3 clusters Score -531668.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -531777.437500 Penalty: 4219.442871
	Iteration 3Q: 3 clusters Score -531777.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -531875.562500 Penalty: 4219.442871
	Iteration 4Q: 3 clusters Score -531875.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -531982.562500 Penalty: 4219.442871
	Iteration 5Q: 3 clusters Score -531982.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -532085.437500 Penalty: 4219.442871
	Iteration 6Q: 3 clusters Score -532085.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -532192.187500 Penalty: 4219.442871
	Iteration 7Q: 3 clusters Score -532192.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -532297.375000 Penalty: 4219.442871
	Iteration 8Q: 3 clusters Score -532297.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -532402.187500 Penalty: 4219.442871
	Iteration 9Q: 3 clusters Score -532402.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -532528.562500 Penalty: 4219.442871
	Iteration 10Q: 3 clusters Score -532528.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -532693.062500 Penalty: 4219.442871
	Iteration 11Q: 3 clusters Score -532693.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -532875.875000 Penalty: 4219.442871
	Iteration 12Q: 3 clusters Score -532875.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -533030.937500 Penalty: 4219.442871
	Iteration 13Q: 3 clusters Score -533030.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -533187.062500 Penalty: 4219.442871
	Iteration 14Q: 3 clusters Score -533187.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -533305.937500 Penalty: 4219.442871
	Iteration 15Q: 3 clusters Score -533305.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -533392.437500 Penalty: 4219.442871
	Iteration 16Q: 3 clusters Score -533392.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -533453.000000 Penalty: 4219.442871
	Iteration 17Q: 3 clusters Score -533453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -533493.500000 Penalty: 4219.442871
	Iteration 18Q: 3 clusters Score -533493.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -533519.375000 Penalty: 4219.442871
	Iteration 19Q: 3 clusters Score -533519.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -533547.000000 Penalty: 4219.442871
	Iteration 20F: 3 clusters Score -533547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -533566.625000 Penalty: 4219.442871
	Iteration 21Q: 3 clusters Score -533566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -533584.375000 Penalty: 4219.442871
	Iteration 22Q: 3 clusters Score -533584.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -533600.500000 Penalty: 4219.442871
	Iteration 23Q: 3 clusters Score -533600.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -533615.750000 Penalty: 4219.442871
	Iteration 24Q: 3 clusters Score -533615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -533624.375000 Penalty: 4219.442871
	Iteration 25Q: 3 clusters Score -533624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -533631.125000 Penalty: 4219.442871
	Iteration 26Q: 3 clusters Score -533631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -533636.062500 Penalty: 4219.442871
	Iteration 27Q: 3 clusters Score -533636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -533641.062500 Penalty: 4219.442871
	Iteration 28Q: 3 clusters Score -533641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -533643.375000 Penalty: 4219.442871
	Iteration 29Q: 3 clusters Score -533643.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -533648.000000 Penalty: 4219.442871
	Iteration 30Q: 3 clusters Score -533648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -533649.562500 Penalty: 4219.442871
	Iteration 31Q: 3 clusters Score -533649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -533651.750000 Penalty: 4219.442871
	Iteration 32Q: 3 clusters Score -533651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -533653.375000 Penalty: 4219.442871
	Iteration 33Q: 3 clusters Score -533653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -533654.375000 Penalty: 4219.442871
	Iteration 34Q: 3 clusters Score -533654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -533655.312500 Penalty: 4219.442871
	Iteration 35Q: 3 clusters Score -533655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -533657.875000 Penalty: 4219.442871
	Iteration 36Q: 3 clusters Score -533657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -533658.062500 Penalty: 4219.442871
	Iteration 37Q: 3 clusters Score -533658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -533660.062500 Penalty: 4219.442871
	Iteration 38Q: 3 clusters Score -533660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -533661.625000 Penalty: 4219.442871
	Iteration 39Q: 3 clusters Score -533661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -533661.625000 Penalty: 4219.442871
	Iteration 40F: 3 clusters Score -533661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -612949.312500 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -612949.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -607760.375000 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -607760.4 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -609307.937500 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -609307.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -609806.375000 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -609806.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -610143.937500 Penalty: 4326.561523
	Iteration 3F: 3 clusters Score -610143.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -610461.250000 Penalty: 4326.561523
	Iteration 4F: 3 clusters Score -610461.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -610772.312500 Penalty: 4326.561523
	Iteration 5F: 3 clusters Score -610772.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -610993.562500 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -610993.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -611139.562500 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -611139.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -611212.750000 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -611212.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -611256.250000 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -611256.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -611286.437500 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -611286.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -611307.000000 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -611307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -611322.000000 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -611322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -611332.500000 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -611332.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -611339.750000 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -611339.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -611345.687500 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -611345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -611349.625000 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -611349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -611350.125000 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -611350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -611350.062500 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -611350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -611351.937500 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -611351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -611353.812500 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -611353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -611354.625000 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -611354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -611356.000000 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -611356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -611354.812500 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -611354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -611353.875000 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -611353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -611356.437500 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -611356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -611356.875000 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -611356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -611357.437500 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -611357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -611358.125000 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -611358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -611358.312500 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -611358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -611357.375000 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -611357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -611360.375000 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -611360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -611361.312500 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -611361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -611361.625000 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -611361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -611362.625000 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -611362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -611364.625000 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -611364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -611366.625000 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -611366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -611367.187500 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -611367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -611366.250000 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -611366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -611370.000000 Penalty: 4326.561523
	Iteration 39Q: 3 clusters Score -611370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -611369.437500 Penalty: 4326.561523
	Iteration 40F: 3 clusters Score -611369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -611367.687500 Penalty: 4326.561523
	Iteration 41Q: 3 clusters Score -611367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -611367.687500 Penalty: 4326.561523
	Iteration 42F: 3 clusters Score -611367.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -708131.000000 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -708131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -702749.125000 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -702749.1 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -704096.750000 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -704096.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -704330.312500 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -704330.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -704500.125000 Penalty: 4344.328125
	Iteration 3Q: 3 clusters Score -704500.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -704661.187500 Penalty: 4344.328125
	Iteration 4Q: 3 clusters Score -704661.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -704865.187500 Penalty: 4344.328125
	Iteration 5Q: 3 clusters Score -704865.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -705092.375000 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -705092.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -705359.687500 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -705359.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -705587.250000 Penalty: 4344.328125
	Iteration 8F: 3 clusters Score -705587.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -705771.875000 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -705771.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -705962.875000 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -705962.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -706132.375000 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -706132.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -706277.625000 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -706277.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -706438.562500 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -706438.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -706582.187500 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -706582.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -706700.437500 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -706700.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -706799.625000 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -706799.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -706912.312500 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -706912.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -707005.437500 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -707005.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -707088.000000 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -707088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -707166.187500 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -707166.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -707219.437500 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -707219.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -707246.687500 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -707246.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -707264.812500 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -707264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -707281.062500 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -707281.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -707293.625000 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -707293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -707297.437500 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -707297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -707303.062500 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -707303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -707309.250000 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -707309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -707311.187500 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -707311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -707310.750000 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -707310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -707312.000000 Penalty: 4344.328125
	Iteration 31Q: 3 clusters Score -707312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -707312.000000 Penalty: 4344.328125
	Iteration 32F: 3 clusters Score -707312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Entering Unmasked Estep 
Score: -12366884.000000 Penalty: 2877.100342
	Iteration 0F: 2 clusters Score -1.236688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -12293934.000000 Penalty: 5754.200684
	Iteration 0F: 3 clusters Score -1.229393e+07 nChanged 52021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -12323527.000000 Penalty: 5754.200684
	Iteration 1F: 3 clusters Score -1.232353e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -12324130.000000 Penalty: 5754.200684
	Iteration 2Q: 3 clusters Score -1.232413e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -12324699.000000 Penalty: 5754.200684
	Iteration 3Q: 3 clusters Score -1.23247e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -12325452.000000 Penalty: 5754.200684
	Iteration 4Q: 3 clusters Score -1.232545e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -12326237.000000 Penalty: 5754.200684
	Iteration 5Q: 3 clusters Score -1.232624e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -12327361.000000 Penalty: 5754.200684
	Iteration 6Q: 3 clusters Score -1.232736e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -12328841.000000 Penalty: 5754.200684
	Iteration 7Q: 3 clusters Score -1.232884e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -12331025.000000 Penalty: 5754.200684
	Iteration 8Q: 3 clusters Score -1.233102e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -12334091.000000 Penalty: 5754.200684
	Iteration 9Q: 3 clusters Score -1.233409e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -12338203.000000 Penalty: 5754.200684
	Iteration 10F: 3 clusters Score -1.23382e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -12343491.000000 Penalty: 5754.200684
	Iteration 11F: 3 clusters Score -1.234349e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -12349297.000000 Penalty: 5754.200684
	Iteration 12F: 3 clusters Score -1.23493e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12354625.000000 Penalty: 5754.200684
	Iteration 13F: 3 clusters Score -1.235462e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -12358807.000000 Penalty: 5754.200684
	Iteration 14Q: 3 clusters Score -1.235881e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -12361391.000000 Penalty: 5754.200684
	Iteration 15Q: 3 clusters Score -1.236139e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -12362801.000000 Penalty: 5754.200684
	Iteration 16Q: 3 clusters Score -1.23628e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -12363521.000000 Penalty: 5754.200684
	Iteration 17Q: 3 clusters Score -1.236352e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -12363907.000000 Penalty: 5754.200684
	Iteration 18Q: 3 clusters Score -1.236391e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -12364128.000000 Penalty: 5754.200684
	Iteration 19Q: 3 clusters Score -1.236413e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -12364247.000000 Penalty: 5754.200684
	Iteration 20F: 3 clusters Score -1.236425e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -12364320.000000 Penalty: 5754.200684
	Iteration 21Q: 3 clusters Score -1.236432e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -12364355.000000 Penalty: 5754.200684
	Iteration 22Q: 3 clusters Score -1.236436e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -12364384.000000 Penalty: 5754.200684
	Iteration 23Q: 3 clusters Score -1.236438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -12364401.000000 Penalty: 5754.200684
	Iteration 24Q: 3 clusters Score -1.23644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -12364419.000000 Penalty: 5754.200684
	Iteration 25Q: 3 clusters Score -1.236442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 108760 members 
Entering Unmasked Estep 
Score: -12364449.000000 Penalty: 5754.200684
	Iteration 26Q: 3 clusters Score -1.236445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -12364449.000000 Penalty: 5754.200684
	Iteration 27Q: 3 clusters Score -1.236445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -12364458.000000 Penalty: 5754.200684
	Iteration 28Q: 3 clusters Score -1.236446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -12364459.000000 Penalty: 5754.200684
	Iteration 29Q: 3 clusters Score -1.236446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -12364475.000000 Penalty: 5754.200684
	Iteration 30Q: 3 clusters Score -1.236448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -12364480.000000 Penalty: 5754.200684
	Iteration 31Q: 3 clusters Score -1.236448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -12364486.000000 Penalty: 5754.200684
	Iteration 32Q: 3 clusters Score -1.236449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -12364486.000000 Penalty: 5754.200684
	Iteration 33Q: 3 clusters Score -1.236449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -12364490.000000 Penalty: 5754.200684
	Iteration 34Q: 3 clusters Score -1.236449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -12364492.000000 Penalty: 5754.200684
	Iteration 35Q: 3 clusters Score -1.236449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -12364494.000000 Penalty: 5754.200684
	Iteration 36Q: 3 clusters Score -1.236449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -12364494.000000 Penalty: 5754.200684
	Iteration 37F: 3 clusters Score -1.236449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -216503.109375 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -216503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -213896.843750 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -213896.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -214358.187500 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -214358.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -214492.062500 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -214492.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -214567.906250 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -214567.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -214614.609375 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -214614.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -214660.437500 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -214660.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -214694.828125 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -214694.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -214712.421875 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -214712.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -214720.390625 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -214720.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -214735.000000 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -214735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -214742.796875 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -214742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -214748.156250 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -214748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -214752.781250 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -214752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -214767.484375 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -214767.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -214778.265625 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -214778.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -214794.296875 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -214794.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214808.000000 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -214808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -214819.562500 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -214819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -214825.671875 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -214825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -214834.250000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -214834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -214850.484375 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -214850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214865.593750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -214865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -214882.859375 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -214882.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -214900.531250 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -214900.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214923.312500 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -214923.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -214940.750000 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -214940.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -214955.750000 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -214955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -214969.609375 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -214969.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -214985.609375 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -214985.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -214998.656250 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -214998.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -215015.984375 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -215016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -215032.500000 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -215032.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -215049.265625 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -215049.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -215059.718750 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -215059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -215063.218750 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -215063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -215065.859375 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -215065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -215070.562500 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -215070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -215073.515625 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -215073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -215077.625000 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -215077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -215083.187500 Penalty: 3769.303223
	Iteration 39Q: 3 clusters Score -215083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -215087.718750 Penalty: 3769.303223
	Iteration 40F: 3 clusters Score -215087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -215088.828125 Penalty: 3769.303223
	Iteration 41Q: 3 clusters Score -215088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -215089.312500 Penalty: 3769.303223
	Iteration 42Q: 3 clusters Score -215089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -215089.312500 Penalty: 3769.303223
	Iteration 43F: 3 clusters Score -215089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Entering Unmasked Estep 
Score: -11516310.000000 Penalty: 2859.212891
	Iteration 0F: 2 clusters Score -1.151631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -11448133.000000 Penalty: 5718.425781
	Iteration 0F: 3 clusters Score -1.144813e+07 nChanged 48042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -11475285.000000 Penalty: 5718.425781
	Iteration 1F: 3 clusters Score -1.147528e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -11475798.000000 Penalty: 5718.425781
	Iteration 2Q: 3 clusters Score -1.14758e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -11476375.000000 Penalty: 5718.425781
	Iteration 3Q: 3 clusters Score -1.147638e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -11476850.000000 Penalty: 5718.425781
	Iteration 4Q: 3 clusters Score -1.147685e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -11477268.000000 Penalty: 5718.425781
	Iteration 5Q: 3 clusters Score -1.147727e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -11477857.000000 Penalty: 5718.425781
	Iteration 6Q: 3 clusters Score -1.147786e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -11478433.000000 Penalty: 5718.425781
	Iteration 7Q: 3 clusters Score -1.147843e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -11479183.000000 Penalty: 5718.425781
	Iteration 8Q: 3 clusters Score -1.147918e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -11480162.000000 Penalty: 5718.425781
	Iteration 9Q: 3 clusters Score -1.148016e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -11481825.000000 Penalty: 5718.425781
	Iteration 10Q: 3 clusters Score -1.148182e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -11484397.000000 Penalty: 5718.425781
	Iteration 11Q: 3 clusters Score -1.14844e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -11488034.000000 Penalty: 5718.425781
	Iteration 12F: 3 clusters Score -1.148803e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -11492838.000000 Penalty: 5718.425781
	Iteration 13F: 3 clusters Score -1.149284e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -11498308.000000 Penalty: 5718.425781
	Iteration 14F: 3 clusters Score -1.149831e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -11503226.000000 Penalty: 5718.425781
	Iteration 15F: 3 clusters Score -1.150323e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -11507070.000000 Penalty: 5718.425781
	Iteration 16Q: 3 clusters Score -1.150707e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -11509799.000000 Penalty: 5718.425781
	Iteration 17Q: 3 clusters Score -1.15098e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -11511648.000000 Penalty: 5718.425781
	Iteration 18Q: 3 clusters Score -1.151165e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -11512746.000000 Penalty: 5718.425781
	Iteration 19Q: 3 clusters Score -1.151275e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -11513350.000000 Penalty: 5718.425781
	Iteration 20F: 3 clusters Score -1.151335e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11513680.000000 Penalty: 5718.425781
	Iteration 21Q: 3 clusters Score -1.151368e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11513878.000000 Penalty: 5718.425781
	Iteration 22Q: 3 clusters Score -1.151388e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11514030.000000 Penalty: 5718.425781
	Iteration 23Q: 3 clusters Score -1.151403e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11514090.000000 Penalty: 5718.425781
	Iteration 24Q: 3 clusters Score -1.151409e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11514136.000000 Penalty: 5718.425781
	Iteration 25Q: 3 clusters Score -1.151414e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11514188.000000 Penalty: 5718.425781
	Iteration 26Q: 3 clusters Score -1.151419e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11514197.000000 Penalty: 5718.425781
	Iteration 27Q: 3 clusters Score -1.15142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -11514215.000000 Penalty: 5718.425781
	Iteration 28Q: 3 clusters Score -1.151422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11514245.000000 Penalty: 5718.425781
	Iteration 29Q: 3 clusters Score -1.151424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11514259.000000 Penalty: 5718.425781
	Iteration 30Q: 3 clusters Score -1.151426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11514266.000000 Penalty: 5718.425781
	Iteration 31Q: 3 clusters Score -1.151427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11514244.000000 Penalty: 5718.425781
	Iteration 32Q: 3 clusters Score -1.151424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11514260.000000 Penalty: 5718.425781
	Iteration 33Q: 3 clusters Score -1.151426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11514271.000000 Penalty: 5718.425781
	Iteration 34Q: 3 clusters Score -1.151427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11514271.000000 Penalty: 5718.425781
	Iteration 35Q: 3 clusters Score -1.151427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11514292.000000 Penalty: 5718.425781
	Iteration 36Q: 3 clusters Score -1.151429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11514302.000000 Penalty: 5718.425781
	Iteration 37Q: 3 clusters Score -1.15143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11514295.000000 Penalty: 5718.425781
	Iteration 38Q: 3 clusters Score -1.15143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11514300.000000 Penalty: 5718.425781
	Iteration 39Q: 3 clusters Score -1.15143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11514303.000000 Penalty: 5718.425781
	Iteration 40F: 3 clusters Score -1.15143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11514307.000000 Penalty: 5718.425781
	Iteration 41Q: 3 clusters Score -1.151431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11514310.000000 Penalty: 5718.425781
	Iteration 42Q: 3 clusters Score -1.151431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11514312.000000 Penalty: 5718.425781
	Iteration 43Q: 3 clusters Score -1.151431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11514326.000000 Penalty: 5718.425781
	Iteration 44Q: 3 clusters Score -1.151433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11514315.000000 Penalty: 5718.425781
	Iteration 45Q: 3 clusters Score -1.151432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11514324.000000 Penalty: 5718.425781
	Iteration 46Q: 3 clusters Score -1.151432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11514326.000000 Penalty: 5718.425781
	Iteration 47Q: 3 clusters Score -1.151433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11514325.000000 Penalty: 5718.425781
	Iteration 48Q: 3 clusters Score -1.151432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11514332.000000 Penalty: 5718.425781
	Iteration 49Q: 3 clusters Score -1.151433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11514332.000000 Penalty: 5718.425781
	Iteration 50F: 3 clusters Score -1.151433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Entering Unmasked Estep 
Score: -5319542.500000 Penalty: 2666.286865
	Iteration 0F: 2 clusters Score -5319542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5287934.500000 Penalty: 5332.573730
	Iteration 0F: 3 clusters Score -5287934 nChanged 21579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5299994.500000 Penalty: 5332.573730
	Iteration 1F: 3 clusters Score -5299994 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5300647.500000 Penalty: 5332.573730
	Iteration 2Q: 3 clusters Score -5300648 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -5301453.000000 Penalty: 5332.573730
	Iteration 3Q: 3 clusters Score -5301453 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5302552.000000 Penalty: 5332.573730
	Iteration 4Q: 3 clusters Score -5302552 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5303893.500000 Penalty: 5332.573730
	Iteration 5F: 3 clusters Score -5303894 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5305747.000000 Penalty: 5332.573730
	Iteration 6F: 3 clusters Score -5305747 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5308085.000000 Penalty: 5332.573730
	Iteration 7F: 3 clusters Score -5308085 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5310585.000000 Penalty: 5332.573730
	Iteration 8F: 3 clusters Score -5310585 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -5312902.500000 Penalty: 5332.573730
	Iteration 9F: 3 clusters Score -5312902 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5314721.000000 Penalty: 5332.573730
	Iteration 10F: 3 clusters Score -5314721 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -5315750.000000 Penalty: 5332.573730
	Iteration 11Q: 3 clusters Score -5315750 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -5316208.000000 Penalty: 5332.573730
	Iteration 12Q: 3 clusters Score -5316208 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5316483.000000 Penalty: 5332.573730
	Iteration 13Q: 3 clusters Score -5316483 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -5316640.000000 Penalty: 5332.573730
	Iteration 14Q: 3 clusters Score -5316640 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -5316799.000000 Penalty: 5332.573730
	Iteration 15Q: 3 clusters Score -5316799 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5316915.500000 Penalty: 5332.573730
	Iteration 16Q: 3 clusters Score -5316916 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -5316994.500000 Penalty: 5332.573730
	Iteration 17Q: 3 clusters Score -5316994 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -5317041.500000 Penalty: 5332.573730
	Iteration 18Q: 3 clusters Score -5317042 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5317090.500000 Penalty: 5332.573730
	Iteration 19Q: 3 clusters Score -5317090 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5317148.000000 Penalty: 5332.573730
	Iteration 20F: 3 clusters Score -5317148 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5317182.500000 Penalty: 5332.573730
	Iteration 21Q: 3 clusters Score -5317182 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5317191.000000 Penalty: 5332.573730
	Iteration 22Q: 3 clusters Score -5317191 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5317228.500000 Penalty: 5332.573730
	Iteration 23Q: 3 clusters Score -5317228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -5317269.000000 Penalty: 5332.573730
	Iteration 24Q: 3 clusters Score -5317269 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -5317296.500000 Penalty: 5332.573730
	Iteration 25Q: 3 clusters Score -5317296 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -5317321.000000 Penalty: 5332.573730
	Iteration 26Q: 3 clusters Score -5317321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5317326.500000 Penalty: 5332.573730
	Iteration 27Q: 3 clusters Score -5317326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5317374.500000 Penalty: 5332.573730
	Iteration 28Q: 3 clusters Score -5317374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5317367.000000 Penalty: 5332.573730
	Iteration 29Q: 3 clusters Score -5317367 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5317378.000000 Penalty: 5332.573730
	Iteration 30Q: 3 clusters Score -5317378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5317379.000000 Penalty: 5332.573730
	Iteration 31Q: 3 clusters Score -5317379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5317398.500000 Penalty: 5332.573730
	Iteration 32Q: 3 clusters Score -5317398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5317409.000000 Penalty: 5332.573730
	Iteration 33Q: 3 clusters Score -5317409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5317433.000000 Penalty: 5332.573730
	Iteration 34Q: 3 clusters Score -5317433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5317441.000000 Penalty: 5332.573730
	Iteration 35Q: 3 clusters Score -5317441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5317447.000000 Penalty: 5332.573730
	Iteration 36Q: 3 clusters Score -5317447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5317460.000000 Penalty: 5332.573730
	Iteration 37Q: 3 clusters Score -5317460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5317459.500000 Penalty: 5332.573730
	Iteration 38Q: 3 clusters Score -5317460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -5317461.000000 Penalty: 5332.573730
	Iteration 39Q: 3 clusters Score -5317461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5317463.000000 Penalty: 5332.573730
	Iteration 40F: 3 clusters Score -5317463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5317469.000000 Penalty: 5332.573730
	Iteration 41Q: 3 clusters Score -5317469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5317471.500000 Penalty: 5332.573730
	Iteration 42Q: 3 clusters Score -5317472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5317474.500000 Penalty: 5332.573730
	Iteration 43Q: 3 clusters Score -5317474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -5317470.000000 Penalty: 5332.573730
	Iteration 44Q: 3 clusters Score -5317470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -5317463.000000 Penalty: 5332.573730
	Iteration 45Q: 3 clusters Score -5317463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -5317453.500000 Penalty: 5332.573730
	Iteration 46Q: 3 clusters Score -5317454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5317457.500000 Penalty: 5332.573730
	Iteration 47Q: 3 clusters Score -5317458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5317469.500000 Penalty: 5332.573730
	Iteration 48Q: 3 clusters Score -5317470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5317470.000000 Penalty: 5332.573730
	Iteration 49Q: 3 clusters Score -5317470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5317481.500000 Penalty: 5332.573730
	Iteration 50Q: 3 clusters Score -5317482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -5317482.000000 Penalty: 5332.573730
	Iteration 51Q: 3 clusters Score -5317482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5317475.000000 Penalty: 5332.573730
	Iteration 52Q: 3 clusters Score -5317475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5317473.500000 Penalty: 5332.573730
	Iteration 53Q: 3 clusters Score -5317474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5317472.000000 Penalty: 5332.573730
	Iteration 54Q: 3 clusters Score -5317472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5317469.500000 Penalty: 5332.573730
	Iteration 55Q: 3 clusters Score -5317470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5317468.500000 Penalty: 5332.573730
	Iteration 56Q: 3 clusters Score -5317468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -5317474.000000 Penalty: 5332.573730
	Iteration 57Q: 3 clusters Score -5317474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5317475.000000 Penalty: 5332.573730
	Iteration 58Q: 3 clusters Score -5317475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5317467.000000 Penalty: 5332.573730
	Iteration 59Q: 3 clusters Score -5317467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5317466.000000 Penalty: 5332.573730
	Iteration 60F: 3 clusters Score -5317466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5317468.000000 Penalty: 5332.573730
	Iteration 61Q: 3 clusters Score -5317468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5317467.500000 Penalty: 5332.573730
	Iteration 62Q: 3 clusters Score -5317468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5317467.500000 Penalty: 5332.573730
	Iteration 63F: 3 clusters Score -5317468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -1397586.625000 Penalty: 2342.383789
	Iteration 0F: 2 clusters Score -1397587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1388258.750000 Penalty: 4684.767578
	Iteration 0F: 3 clusters Score -1388259 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1391079.875000 Penalty: 4684.767578
	Iteration 1F: 3 clusters Score -1391080 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1391515.250000 Penalty: 4684.767578
	Iteration 2F: 3 clusters Score -1391515 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1391874.125000 Penalty: 4684.767578
	Iteration 3F: 3 clusters Score -1391874 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1392231.000000 Penalty: 4684.767578
	Iteration 4F: 3 clusters Score -1392231 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1392556.250000 Penalty: 4684.767578
	Iteration 5Q: 3 clusters Score -1392556 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1392872.375000 Penalty: 4684.767578
	Iteration 6Q: 3 clusters Score -1392872 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1393194.625000 Penalty: 4684.767578
	Iteration 7Q: 3 clusters Score -1393195 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1393491.750000 Penalty: 4684.767578
	Iteration 8Q: 3 clusters Score -1393492 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1393763.875000 Penalty: 4684.767578
	Iteration 9Q: 3 clusters Score -1393764 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1394087.875000 Penalty: 4684.767578
	Iteration 10Q: 3 clusters Score -1394088 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1394392.125000 Penalty: 4684.767578
	Iteration 11Q: 3 clusters Score -1394392 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1394657.750000 Penalty: 4684.767578
	Iteration 12Q: 3 clusters Score -1394658 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1394861.750000 Penalty: 4684.767578
	Iteration 13Q: 3 clusters Score -1394862 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1395008.375000 Penalty: 4684.767578
	Iteration 14Q: 3 clusters Score -1395008 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1395116.625000 Penalty: 4684.767578
	Iteration 15Q: 3 clusters Score -1395117 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1395199.000000 Penalty: 4684.767578
	Iteration 16Q: 3 clusters Score -1395199 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1395253.125000 Penalty: 4684.767578
	Iteration 17Q: 3 clusters Score -1395253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1395293.500000 Penalty: 4684.767578
	Iteration 18Q: 3 clusters Score -1395294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1395324.125000 Penalty: 4684.767578
	Iteration 19Q: 3 clusters Score -1395324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1395355.500000 Penalty: 4684.767578
	Iteration 20F: 3 clusters Score -1395356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1395383.500000 Penalty: 4684.767578
	Iteration 21Q: 3 clusters Score -1395384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1395402.375000 Penalty: 4684.767578
	Iteration 22Q: 3 clusters Score -1395402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1395427.375000 Penalty: 4684.767578
	Iteration 23Q: 3 clusters Score -1395427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1395447.500000 Penalty: 4684.767578
	Iteration 24Q: 3 clusters Score -1395448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1395469.625000 Penalty: 4684.767578
	Iteration 25Q: 3 clusters Score -1395470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1395499.500000 Penalty: 4684.767578
	Iteration 26Q: 3 clusters Score -1395500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1395520.250000 Penalty: 4684.767578
	Iteration 27Q: 3 clusters Score -1395520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1395545.750000 Penalty: 4684.767578
	Iteration 28Q: 3 clusters Score -1395546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1395569.000000 Penalty: 4684.767578
	Iteration 29Q: 3 clusters Score -1395569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1395585.000000 Penalty: 4684.767578
	Iteration 30Q: 3 clusters Score -1395585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1395606.500000 Penalty: 4684.767578
	Iteration 31Q: 3 clusters Score -1395606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1395618.750000 Penalty: 4684.767578
	Iteration 32Q: 3 clusters Score -1395619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1395638.625000 Penalty: 4684.767578
	Iteration 33Q: 3 clusters Score -1395639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1395658.375000 Penalty: 4684.767578
	Iteration 34Q: 3 clusters Score -1395658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1395678.000000 Penalty: 4684.767578
	Iteration 35Q: 3 clusters Score -1395678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1395699.250000 Penalty: 4684.767578
	Iteration 36Q: 3 clusters Score -1395699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1395715.500000 Penalty: 4684.767578
	Iteration 37Q: 3 clusters Score -1395716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1395736.000000 Penalty: 4684.767578
	Iteration 38Q: 3 clusters Score -1395736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1395748.500000 Penalty: 4684.767578
	Iteration 39Q: 3 clusters Score -1395748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1395762.625000 Penalty: 4684.767578
	Iteration 40F: 3 clusters Score -1395763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1395780.375000 Penalty: 4684.767578
	Iteration 41Q: 3 clusters Score -1395780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1395806.125000 Penalty: 4684.767578
	Iteration 42Q: 3 clusters Score -1395806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1395844.875000 Penalty: 4684.767578
	Iteration 43Q: 3 clusters Score -1395845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1395872.875000 Penalty: 4684.767578
	Iteration 44Q: 3 clusters Score -1395873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1395905.625000 Penalty: 4684.767578
	Iteration 45Q: 3 clusters Score -1395906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1395952.375000 Penalty: 4684.767578
	Iteration 46Q: 3 clusters Score -1395952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1395987.875000 Penalty: 4684.767578
	Iteration 47Q: 3 clusters Score -1395988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1396013.625000 Penalty: 4684.767578
	Iteration 48Q: 3 clusters Score -1396014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1396023.125000 Penalty: 4684.767578
	Iteration 49Q: 3 clusters Score -1396023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1396041.000000 Penalty: 4684.767578
	Iteration 50Q: 3 clusters Score -1396041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1396048.750000 Penalty: 4684.767578
	Iteration 51Q: 3 clusters Score -1396049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1396051.125000 Penalty: 4684.767578
	Iteration 52Q: 3 clusters Score -1396051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1396059.750000 Penalty: 4684.767578
	Iteration 53Q: 3 clusters Score -1396060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1396065.125000 Penalty: 4684.767578
	Iteration 54Q: 3 clusters Score -1396065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1396069.000000 Penalty: 4684.767578
	Iteration 55Q: 3 clusters Score -1396069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1396070.125000 Penalty: 4684.767578
	Iteration 56Q: 3 clusters Score -1396070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1396075.375000 Penalty: 4684.767578
	Iteration 57Q: 3 clusters Score -1396075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1396075.500000 Penalty: 4684.767578
	Iteration 58Q: 3 clusters Score -1396076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1396074.250000 Penalty: 4684.767578
	Iteration 59Q: 3 clusters Score -1396074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1396073.875000 Penalty: 4684.767578
	Iteration 60F: 3 clusters Score -1396074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1396077.000000 Penalty: 4684.767578
	Iteration 61Q: 3 clusters Score -1396077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1396076.375000 Penalty: 4684.767578
	Iteration 62Q: 3 clusters Score -1396076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1396079.250000 Penalty: 4684.767578
	Iteration 63Q: 3 clusters Score -1396079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1396081.875000 Penalty: 4684.767578
	Iteration 64Q: 3 clusters Score -1396082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1396083.875000 Penalty: 4684.767578
	Iteration 65Q: 3 clusters Score -1396084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1396083.875000 Penalty: 4684.767578
	Iteration 66F: 3 clusters Score -1396084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -68077.492188 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -68077.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66463.500000 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -66463.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66913.476562 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -66913.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67144.687500 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -67144.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67297.484375 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -67297.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67422.570312 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -67422.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67573.437500 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -67573.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67696.070312 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -67696.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67826.703125 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -67826.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67946.734375 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -67946.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68008.273438 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -68008.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68061.710938 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -68061.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68100.085938 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -68100.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68110.515625 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -68110.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68114.046875 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -68114.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68114.046875 Penalty: 3255.672363
	Iteration 14F: 3 clusters Score -68114.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101629 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 40957 members 
Mstep: Class 18 contains 54226 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346114 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30660 members 
Mstep: Class 38 contains 14189 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7399 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 449 members 
Entering Unmasked Estep 
Score: -110923912.000000 Penalty: 164614.000000
Splitting cluster 16 changes total score from -110925744.000000 to -110923912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (40957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Entering Unmasked Estep 
Score: -4652538.500000 Penalty: 2633.829102
	Iteration 0F: 2 clusters Score -4652538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -4624730.000000 Penalty: 5267.658203
	Iteration 0F: 3 clusters Score -4624730 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4634962.500000 Penalty: 5267.658203
	Iteration 1F: 3 clusters Score -4634962 nChanged 1691
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Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 20905 members 
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	Iteration 2Q: 3 clusters Score -4635492 nChanged 1628
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Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4636096 nChanged 1738
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Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4636743 nChanged 1759
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Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4637470 nChanged 1761
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Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4638268 nChanged 1833
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Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4639228 nChanged 1941
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Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4640314 nChanged 2120
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Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4641534 nChanged 2213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4642824 nChanged 2089
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -4643998 nChanged 1829
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Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4644918 nChanged 1476
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Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4645534 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4645887 nChanged 930
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4646204 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4646558 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4646870 nChanged 852
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4647198 nChanged 949
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4647658 nChanged 982
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4648164 nChanged 968
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Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4648682 nChanged 934
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4649204 nChanged 882
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4649696 nChanged 791
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4650116.000000 Penalty: 5267.658203
	Iteration 24Q: 3 clusters Score -4650116 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4650455 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4650735 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4650943 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4651073 nChanged 311
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Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4651152 nChanged 243
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Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4651196 nChanged 187
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Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4651242 nChanged 162
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Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4651258 nChanged 135
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Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4651276 nChanged 119
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Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4651298 nChanged 90
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Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4651314 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4651324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4651334.500000 Penalty: 5267.658203
	Iteration 37Q: 3 clusters Score -4651334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4651328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4651334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4651340.500000 Penalty: 5267.658203
	Iteration 40F: 3 clusters Score -4651340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4651332.500000 Penalty: 5267.658203
	Iteration 41Q: 3 clusters Score -4651332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4651334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4651345.000000 Penalty: 5267.658203
	Iteration 43Q: 3 clusters Score -4651345 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4651362 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4651361 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4651357 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4651359 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4651353.500000 Penalty: 5267.658203
	Iteration 48Q: 3 clusters Score -4651354 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4651362 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4651364.000000 Penalty: 5267.658203
	Iteration 50Q: 3 clusters Score -4651364 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4651371.000000 Penalty: 5267.658203
	Iteration 51Q: 3 clusters Score -4651371 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4651362 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4651366.000000 Penalty: 5267.658203
	Iteration 53Q: 3 clusters Score -4651366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4651366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4651368.500000 Penalty: 5267.658203
	Iteration 55Q: 3 clusters Score -4651368 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4651378.000000 Penalty: 5267.658203
	Iteration 56Q: 3 clusters Score -4651378 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4651373.500000 Penalty: 5267.658203
	Iteration 57Q: 3 clusters Score -4651374 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4651371 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4651377 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4651378 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4651379 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4651380 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4651381.000000 Penalty: 5267.658203
	Iteration 63Q: 3 clusters Score -4651381 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4651383.500000 Penalty: 5267.658203
	Iteration 64Q: 3 clusters Score -4651384 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4651380.500000 Penalty: 5267.658203
	Iteration 65Q: 3 clusters Score -4651380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4651381.500000 Penalty: 5267.658203
	Iteration 66Q: 3 clusters Score -4651382 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4651378.500000 Penalty: 5267.658203
	Iteration 67Q: 3 clusters Score -4651378 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4651380 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4651382 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4651382 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4651384 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4651378 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4651379 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4651382 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -4651385.000000 Penalty: 5267.658203
	Iteration 75Q: 3 clusters Score -4651385 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4651382 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4651382 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4651386 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4651382 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4651388.000000 Penalty: 5267.658203
	Iteration 80F: 3 clusters Score -4651388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4651388 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4651389.000000 Penalty: 5267.658203
	Iteration 82Q: 3 clusters Score -4651389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4651384 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34679 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4651378 nChanged 0
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Mstep: Class 1 contains 34679 members 
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Entering Unmasked Estep 
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	Iteration 85F: 3 clusters Score -4651378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54226 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -6022573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5985937 nChanged 25188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5999868 nChanged 2011
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6000406 nChanged 1903
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6000834 nChanged 1860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6001415 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -6002288.500000 Penalty: 5406.854492
	Iteration 5Q: 3 clusters Score -6002288 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6003701.000000 Penalty: 5406.854492
	Iteration 6F: 3 clusters Score -6003701 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -6006331.500000 Penalty: 5406.854492
	Iteration 7F: 3 clusters Score -6006332 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -6010130.000000 Penalty: 5406.854492
	Iteration 8F: 3 clusters Score -6010130 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6014617.000000 Penalty: 5406.854492
	Iteration 9F: 3 clusters Score -6014617 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6017795.000000 Penalty: 5406.854492
	Iteration 10F: 3 clusters Score -6017795 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -6019377.000000 Penalty: 5406.854492
	Iteration 11Q: 3 clusters Score -6019377 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -6019895.500000 Penalty: 5406.854492
	Iteration 12Q: 3 clusters Score -6019896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6020099.000000 Penalty: 5406.854492
	Iteration 13Q: 3 clusters Score -6020099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6020189.000000 Penalty: 5406.854492
	Iteration 14Q: 3 clusters Score -6020189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -6020237.500000 Penalty: 5406.854492
	Iteration 15Q: 3 clusters Score -6020238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -6020265.000000 Penalty: 5406.854492
	Iteration 16Q: 3 clusters Score -6020265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6020269.000000 Penalty: 5406.854492
	Iteration 17Q: 3 clusters Score -6020269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -6020265.000000 Penalty: 5406.854492
	Iteration 18Q: 3 clusters Score -6020265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -6020277.000000 Penalty: 5406.854492
	Iteration 19Q: 3 clusters Score -6020277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -6020285.500000 Penalty: 5406.854492
	Iteration 20F: 3 clusters Score -6020286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6020288.000000 Penalty: 5406.854492
	Iteration 21Q: 3 clusters Score -6020288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -6020287.500000 Penalty: 5406.854492
	Iteration 22Q: 3 clusters Score -6020288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6020291.500000 Penalty: 5406.854492
	Iteration 23Q: 3 clusters Score -6020292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -6020293.000000 Penalty: 5406.854492
	Iteration 24Q: 3 clusters Score -6020293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -6020293.000000 Penalty: 5406.854492
	Iteration 25F: 3 clusters Score -6020293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Entering Unmasked Estep 
Score: -1931765.500000 Penalty: 2412.515137
	Iteration 0F: 2 clusters Score -1931766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1919830.000000 Penalty: 4825.030273
	Iteration 0F: 3 clusters Score -1919830 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1923700.750000 Penalty: 4825.030273
	Iteration 1F: 3 clusters Score -1923701 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1924068.125000 Penalty: 4825.030273
	Iteration 2F: 3 clusters Score -1924068 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1924416.375000 Penalty: 4825.030273
	Iteration 3Q: 3 clusters Score -1924416 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1924746.250000 Penalty: 4825.030273
	Iteration 4Q: 3 clusters Score -1924746 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1925073.375000 Penalty: 4825.030273
	Iteration 5Q: 3 clusters Score -1925073 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1925415.125000 Penalty: 4825.030273
	Iteration 6Q: 3 clusters Score -1925415 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1925764.875000 Penalty: 4825.030273
	Iteration 7Q: 3 clusters Score -1925765 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1926088.875000 Penalty: 4825.030273
	Iteration 8Q: 3 clusters Score -1926089 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1926376.750000 Penalty: 4825.030273
	Iteration 9Q: 3 clusters Score -1926377 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1926688.500000 Penalty: 4825.030273
	Iteration 10Q: 3 clusters Score -1926688 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1927015.500000 Penalty: 4825.030273
	Iteration 11Q: 3 clusters Score -1927016 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1927288.750000 Penalty: 4825.030273
	Iteration 12Q: 3 clusters Score -1927289 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1927501.000000 Penalty: 4825.030273
	Iteration 13Q: 3 clusters Score -1927501 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1927627.500000 Penalty: 4825.030273
	Iteration 14Q: 3 clusters Score -1927628 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1927724.375000 Penalty: 4825.030273
	Iteration 15Q: 3 clusters Score -1927724 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1927776.125000 Penalty: 4825.030273
	Iteration 16Q: 3 clusters Score -1927776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1927810.000000 Penalty: 4825.030273
	Iteration 17Q: 3 clusters Score -1927810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1927842.375000 Penalty: 4825.030273
	Iteration 18Q: 3 clusters Score -1927842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1927863.875000 Penalty: 4825.030273
	Iteration 19Q: 3 clusters Score -1927864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1927879.000000 Penalty: 4825.030273
	Iteration 20F: 3 clusters Score -1927879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1927890.625000 Penalty: 4825.030273
	Iteration 21Q: 3 clusters Score -1927891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1927901.625000 Penalty: 4825.030273
	Iteration 22Q: 3 clusters Score -1927902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1927911.500000 Penalty: 4825.030273
	Iteration 23Q: 3 clusters Score -1927912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1927924.125000 Penalty: 4825.030273
	Iteration 24Q: 3 clusters Score -1927924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1927924.875000 Penalty: 4825.030273
	Iteration 25Q: 3 clusters Score -1927925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1927933.500000 Penalty: 4825.030273
	Iteration 26Q: 3 clusters Score -1927934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1927939.500000 Penalty: 4825.030273
	Iteration 27Q: 3 clusters Score -1927940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1927948.625000 Penalty: 4825.030273
	Iteration 28Q: 3 clusters Score -1927949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1927949.250000 Penalty: 4825.030273
	Iteration 29Q: 3 clusters Score -1927949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1927954.750000 Penalty: 4825.030273
	Iteration 30Q: 3 clusters Score -1927955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1927971.625000 Penalty: 4825.030273
	Iteration 31Q: 3 clusters Score -1927972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1927973.500000 Penalty: 4825.030273
	Iteration 32Q: 3 clusters Score -1927974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1927981.500000 Penalty: 4825.030273
	Iteration 33Q: 3 clusters Score -1927982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1927975.000000 Penalty: 4825.030273
	Iteration 34Q: 3 clusters Score -1927975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1927986.500000 Penalty: 4825.030273
	Iteration 35Q: 3 clusters Score -1927986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1927988.500000 Penalty: 4825.030273
	Iteration 36Q: 3 clusters Score -1927988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1927998.500000 Penalty: 4825.030273
	Iteration 37Q: 3 clusters Score -1927998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1928001.375000 Penalty: 4825.030273
	Iteration 38Q: 3 clusters Score -1928001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1928001.500000 Penalty: 4825.030273
	Iteration 39Q: 3 clusters Score -1928002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1928006.375000 Penalty: 4825.030273
	Iteration 40F: 3 clusters Score -1928006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1928013.375000 Penalty: 4825.030273
	Iteration 41Q: 3 clusters Score -1928013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1928024.250000 Penalty: 4825.030273
	Iteration 42Q: 3 clusters Score -1928024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1928038.500000 Penalty: 4825.030273
	Iteration 43Q: 3 clusters Score -1928038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1928044.375000 Penalty: 4825.030273
	Iteration 44Q: 3 clusters Score -1928044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1928049.625000 Penalty: 4825.030273
	Iteration 45Q: 3 clusters Score -1928050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1928062.875000 Penalty: 4825.030273
	Iteration 46Q: 3 clusters Score -1928063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1928075.625000 Penalty: 4825.030273
	Iteration 47Q: 3 clusters Score -1928076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1928085.375000 Penalty: 4825.030273
	Iteration 48Q: 3 clusters Score -1928085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1928095.375000 Penalty: 4825.030273
	Iteration 49Q: 3 clusters Score -1928095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1928100.750000 Penalty: 4825.030273
	Iteration 50Q: 3 clusters Score -1928101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1928106.250000 Penalty: 4825.030273
	Iteration 51Q: 3 clusters Score -1928106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1928109.125000 Penalty: 4825.030273
	Iteration 52Q: 3 clusters Score -1928109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1928105.875000 Penalty: 4825.030273
	Iteration 53Q: 3 clusters Score -1928106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1928114.750000 Penalty: 4825.030273
	Iteration 54Q: 3 clusters Score -1928115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1928117.000000 Penalty: 4825.030273
	Iteration 55Q: 3 clusters Score -1928117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1928123.750000 Penalty: 4825.030273
	Iteration 56Q: 3 clusters Score -1928124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1928118.500000 Penalty: 4825.030273
	Iteration 57Q: 3 clusters Score -1928118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1928120.250000 Penalty: 4825.030273
	Iteration 58Q: 3 clusters Score -1928120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1928128.000000 Penalty: 4825.030273
	Iteration 59Q: 3 clusters Score -1928128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1928131.250000 Penalty: 4825.030273
	Iteration 60F: 3 clusters Score -1928131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1928129.750000 Penalty: 4825.030273
	Iteration 61Q: 3 clusters Score -1928130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1928132.875000 Penalty: 4825.030273
	Iteration 62Q: 3 clusters Score -1928133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1928130.125000 Penalty: 4825.030273
	Iteration 63Q: 3 clusters Score -1928130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1928126.250000 Penalty: 4825.030273
	Iteration 64Q: 3 clusters Score -1928126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1928127.625000 Penalty: 4825.030273
	Iteration 65Q: 3 clusters Score -1928128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1928130.750000 Penalty: 4825.030273
	Iteration 66Q: 3 clusters Score -1928131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1928127.250000 Penalty: 4825.030273
	Iteration 67Q: 3 clusters Score -1928127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1928128.250000 Penalty: 4825.030273
	Iteration 68Q: 3 clusters Score -1928128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1928128.250000 Penalty: 4825.030273
	Iteration 69F: 3 clusters Score -1928128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -221311.328125 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -221311.3 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 953 members 
Entering Unmasked Estep 
Score: -218701.031250 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -218701 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219122.781250 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -219122.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -219247.937500 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -219247.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -219313.234375 Penalty: 3762.802734
	Iteration 3Q: 3 clusters Score -219313.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219347.593750 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -219347.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219374.281250 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -219374.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219393.531250 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -219393.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219404.187500 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -219404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -219415.828125 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -219415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219425.859375 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -219425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219436.843750 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -219436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -219443.000000 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -219443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219446.156250 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -219446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219449.515625 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -219449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219454.390625 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -219454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219457.765625 Penalty: 3762.802734
	Iteration 15Q: 3 clusters Score -219457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219459.093750 Penalty: 3762.802734
	Iteration 16Q: 3 clusters Score -219459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219459.375000 Penalty: 3762.802734
	Iteration 17Q: 3 clusters Score -219459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219459.375000 Penalty: 3762.802734
	Iteration 18F: 3 clusters Score -219459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -163815.000000 Penalty: 1831.075317
	Iteration 0F: 2 clusters Score -163815 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 820 members 
Entering Unmasked Estep 
Score: -161460.859375 Penalty: 3662.150635
	Iteration 0F: 3 clusters Score -161460.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161855.250000 Penalty: 3662.150635
	Iteration 1F: 3 clusters Score -161855.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161955.156250 Penalty: 3662.150635
	Iteration 2F: 3 clusters Score -161955.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162011.265625 Penalty: 3662.150635
	Iteration 3Q: 3 clusters Score -162011.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -162046.125000 Penalty: 3662.150635
	Iteration 4Q: 3 clusters Score -162046.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -162062.375000 Penalty: 3662.150635
	Iteration 5Q: 3 clusters Score -162062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162072.656250 Penalty: 3662.150635
	Iteration 6Q: 3 clusters Score -162072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -162078.343750 Penalty: 3662.150635
	Iteration 7Q: 3 clusters Score -162078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162081.703125 Penalty: 3662.150635
	Iteration 8Q: 3 clusters Score -162081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162083.281250 Penalty: 3662.150635
	Iteration 9Q: 3 clusters Score -162083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -162083.734375 Penalty: 3662.150635
	Iteration 10Q: 3 clusters Score -162083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -162083.734375 Penalty: 3662.150635
	Iteration 11F: 3 clusters Score -162083.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (346114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346114 members 
Entering Unmasked Estep 
Score: -38944668.000000 Penalty: 3163.121826
	Iteration 0F: 2 clusters Score -3.894467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 172590 members 
Entering Unmasked Estep 
Score: -38746248.000000 Penalty: 6326.243652
	Iteration 0F: 3 clusters Score -3.874625e+07 nChanged 167644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -38846440.000000 Penalty: 6326.243652
	Iteration 1F: 3 clusters Score -3.884644e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194697 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -38848864.000000 Penalty: 6326.243652
	Iteration 2Q: 3 clusters Score -3.884886e+07 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207228 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -38853804.000000 Penalty: 6326.243652
	Iteration 3Q: 3 clusters Score -3.88538e+07 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226237 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -38863264.000000 Penalty: 6326.243652
	Iteration 4F: 3 clusters Score -3.886326e+07 nChanged 26971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253156 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -38882524.000000 Penalty: 6326.243652
	Iteration 5F: 3 clusters Score -3.888252e+07 nChanged 33479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286631 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -38912792.000000 Penalty: 6326.243652
	Iteration 6F: 3 clusters Score -3.891279e+07 nChanged 31902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318533 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -38932716.000000 Penalty: 6326.243652
	Iteration 7F: 3 clusters Score -3.893272e+07 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337342 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -38938720.000000 Penalty: 6326.243652
	Iteration 8F: 3 clusters Score -3.893872e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343774 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -38940724.000000 Penalty: 6326.243652
	Iteration 9Q: 3 clusters Score -3.894072e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345454 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -38941448.000000 Penalty: 6326.243652
	Iteration 10Q: 3 clusters Score -3.894145e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345801 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38941636.000000 Penalty: 6326.243652
	Iteration 11Q: 3 clusters Score -3.894164e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345875 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38941712.000000 Penalty: 6326.243652
	Iteration 12Q: 3 clusters Score -3.894171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345898 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38941800.000000 Penalty: 6326.243652
	Iteration 13Q: 3 clusters Score -3.89418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345910 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38941824.000000 Penalty: 6326.243652
	Iteration 14Q: 3 clusters Score -3.894182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345915 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38941824.000000 Penalty: 6326.243652
	Iteration 15Q: 3 clusters Score -3.894182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345915 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38941824.000000 Penalty: 6326.243652
	Iteration 16Q: 3 clusters Score -3.894182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345912 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38941828.000000 Penalty: 6326.243652
	Iteration 17Q: 3 clusters Score -3.894183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345912 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38941828.000000 Penalty: 6326.243652
	Iteration 18F: 3 clusters Score -3.894183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Entering Unmasked Estep 
Score: -2416779.500000 Penalty: 2476.342285
	Iteration 0F: 2 clusters Score -2416780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2401599.500000 Penalty: 4952.684570
	Iteration 0F: 3 clusters Score -2401600 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2406657.500000 Penalty: 4952.684570
	Iteration 1F: 3 clusters Score -2406658 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2407064.750000 Penalty: 4952.684570
	Iteration 2Q: 3 clusters Score -2407065 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2407395.000000 Penalty: 4952.684570
	Iteration 3Q: 3 clusters Score -2407395 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2407715.500000 Penalty: 4952.684570
	Iteration 4Q: 3 clusters Score -2407716 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2408016.750000 Penalty: 4952.684570
	Iteration 5Q: 3 clusters Score -2408017 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2408342.250000 Penalty: 4952.684570
	Iteration 6Q: 3 clusters Score -2408342 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2408747.000000 Penalty: 4952.684570
	Iteration 7Q: 3 clusters Score -2408747 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2409147.000000 Penalty: 4952.684570
	Iteration 8Q: 3 clusters Score -2409147 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2409531.750000 Penalty: 4952.684570
	Iteration 9Q: 3 clusters Score -2409532 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2409939.000000 Penalty: 4952.684570
	Iteration 10Q: 3 clusters Score -2409939 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2410327.750000 Penalty: 4952.684570
	Iteration 11Q: 3 clusters Score -2410328 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2410725.750000 Penalty: 4952.684570
	Iteration 12Q: 3 clusters Score -2410726 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2411085.500000 Penalty: 4952.684570
	Iteration 13Q: 3 clusters Score -2411086 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2411411.000000 Penalty: 4952.684570
	Iteration 14Q: 3 clusters Score -2411411 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2411740.750000 Penalty: 4952.684570
	Iteration 15Q: 3 clusters Score -2411741 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2412051.250000 Penalty: 4952.684570
	Iteration 16Q: 3 clusters Score -2412051 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2412352.250000 Penalty: 4952.684570
	Iteration 17Q: 3 clusters Score -2412352 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2412675.000000 Penalty: 4952.684570
	Iteration 18Q: 3 clusters Score -2412675 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2412998.500000 Penalty: 4952.684570
	Iteration 19Q: 3 clusters Score -2412998 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2413243.500000 Penalty: 4952.684570
	Iteration 20F: 3 clusters Score -2413244 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2413426.750000 Penalty: 4952.684570
	Iteration 21Q: 3 clusters Score -2413427 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2413573.500000 Penalty: 4952.684570
	Iteration 22Q: 3 clusters Score -2413574 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2413691.750000 Penalty: 4952.684570
	Iteration 23Q: 3 clusters Score -2413692 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2413770.250000 Penalty: 4952.684570
	Iteration 24Q: 3 clusters Score -2413770 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2413818.000000 Penalty: 4952.684570
	Iteration 25Q: 3 clusters Score -2413818 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2413849.250000 Penalty: 4952.684570
	Iteration 26Q: 3 clusters Score -2413849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2413862.250000 Penalty: 4952.684570
	Iteration 27Q: 3 clusters Score -2413862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2413890.000000 Penalty: 4952.684570
	Iteration 28Q: 3 clusters Score -2413890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2413902.000000 Penalty: 4952.684570
	Iteration 29Q: 3 clusters Score -2413902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2413914.750000 Penalty: 4952.684570
	Iteration 30Q: 3 clusters Score -2413915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2413921.750000 Penalty: 4952.684570
	Iteration 31Q: 3 clusters Score -2413922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2413928.250000 Penalty: 4952.684570
	Iteration 32Q: 3 clusters Score -2413928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2413935.500000 Penalty: 4952.684570
	Iteration 33Q: 3 clusters Score -2413936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2413943.750000 Penalty: 4952.684570
	Iteration 34Q: 3 clusters Score -2413944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2413950.750000 Penalty: 4952.684570
	Iteration 35Q: 3 clusters Score -2413951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2413952.250000 Penalty: 4952.684570
	Iteration 36Q: 3 clusters Score -2413952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2413960.500000 Penalty: 4952.684570
	Iteration 37Q: 3 clusters Score -2413960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2413963.750000 Penalty: 4952.684570
	Iteration 38Q: 3 clusters Score -2413964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2413977.250000 Penalty: 4952.684570
	Iteration 39Q: 3 clusters Score -2413977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2413973.500000 Penalty: 4952.684570
	Iteration 40F: 3 clusters Score -2413974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2413976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2413978.500000 Penalty: 4952.684570
	Iteration 42Q: 3 clusters Score -2413978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2413983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2413988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2413991.500000 Penalty: 4952.684570
	Iteration 45Q: 3 clusters Score -2413992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2413990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2413994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2413993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2414001.750000 Penalty: 4952.684570
	Iteration 49Q: 3 clusters Score -2414002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2414004.000000 Penalty: 4952.684570
	Iteration 50Q: 3 clusters Score -2414004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2414009.750000 Penalty: 4952.684570
	Iteration 51Q: 3 clusters Score -2414010 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2414013.500000 Penalty: 4952.684570
	Iteration 52Q: 3 clusters Score -2414014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2414024.250000 Penalty: 4952.684570
	Iteration 53Q: 3 clusters Score -2414024 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2414019.500000 Penalty: 4952.684570
	Iteration 54Q: 3 clusters Score -2414020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2414027.250000 Penalty: 4952.684570
	Iteration 55Q: 3 clusters Score -2414027 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2414030 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2414038 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2414045 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2414050 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2414051.250000 Penalty: 4952.684570
	Iteration 60F: 3 clusters Score -2414051 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2414055 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2414061 nChanged 28
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2414066 nChanged 22
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Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 16624 members 
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	Iteration 64Q: 3 clusters Score -2414067 nChanged 24
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Mstep: Class 1 contains 5060 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2414069 nChanged 28
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2414071 nChanged 26
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2414072 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2414079 nChanged 20
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Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2414081 nChanged 25
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Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2414078 nChanged 32
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Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2414086 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2414084 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2414090 nChanged 46
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Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2414106 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2414114 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4720 members 
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	Iteration 76Q: 3 clusters Score -2414118 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2414126 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2414124 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2414130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2414148 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2414150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2414153 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2414156 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4360 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2414172 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2414181.750000 Penalty: 4952.684570
	Iteration 85Q: 3 clusters Score -2414182 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2414191.250000 Penalty: 4952.684570
	Iteration 86Q: 3 clusters Score -2414191 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 17516 members 
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	Iteration 87Q: 3 clusters Score -2414212 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2414222 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2414234 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2414242 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3982 members 
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	Iteration 91Q: 3 clusters Score -2414257 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3924 members 
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	Iteration 92Q: 3 clusters Score -2414272 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3872 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2414269 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2414282 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3786 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2414287 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2414294 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3741 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2414295 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3724 members 
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	Iteration 98Q: 3 clusters Score -2414298 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2414305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2414306 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2414308 nChanged 13
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Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2414313 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2414310 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2414317 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2414319 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2414315.750000 Penalty: 4952.684570
	Iteration 106Q: 3 clusters Score -2414316 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2414314 nChanged 7
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2414316 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2414318 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2414321.250000 Penalty: 4952.684570
	Iteration 110Q: 3 clusters Score -2414321 nChanged 2
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Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2414319 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2414323.250000 Penalty: 4952.684570
	Iteration 112Q: 3 clusters Score -2414323 nChanged 4
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2414320 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2414323.250000 Penalty: 4952.684570
	Iteration 114Q: 3 clusters Score -2414323 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2414325.500000 Penalty: 4952.684570
	Iteration 115Q: 3 clusters Score -2414326 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2414326 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2414330.500000 Penalty: 4952.684570
	Iteration 117Q: 3 clusters Score -2414330 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2414330 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2414331.750000 Penalty: 4952.684570
	Iteration 119Q: 3 clusters Score -2414332 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2414332.500000 Penalty: 4952.684570
	Iteration 120F: 3 clusters Score -2414332 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2414334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2414332 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2414335 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2414334 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2414328 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2414332 nChanged 3
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Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2414333 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2414333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2414334 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2414334 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2414331.250000 Penalty: 4952.684570
	Iteration 131Q: 3 clusters Score -2414331 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2414330 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2414331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2414333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2414336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2414333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2414336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2414337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2414337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2414335.250000 Penalty: 4952.684570
	Iteration 140F: 3 clusters Score -2414335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2414337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2414338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2414342 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2414342 nChanged 1
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Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2414343 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2414343 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2414343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2414343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2414342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2414346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2414348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2414348 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2414348 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2414348 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2414346 nChanged 11
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2414348 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2414349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2414352 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2414358 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2414356 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2414357 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2414353 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2414354 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2414353 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2414352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2414350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2414351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2414354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2414352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2414358 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2414358 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2414359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2414358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2414358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2414360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2414361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2414361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2414364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2414366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2414370 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2414376 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2414377 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2414387 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
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	Iteration 184Q: 3 clusters Score -2414388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2414391 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3042 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2414396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2414400 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2414408 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2414419 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2921 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2414430 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2414444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2414451 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2414446 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2794 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2414455 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2414459 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2730 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2414471 nChanged 31
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Mstep: Class 1 contains 2701 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2414478 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2673 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2414484 nChanged 30
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Mstep: Class 1 contains 2643 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2414485 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2414496 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2414498 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2556 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2414507 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2526 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2414507 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2414509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2414520 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2414528 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2414544 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2414551 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2414550 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2414557 nChanged 27
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2414557 nChanged 26
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Mstep: Class 1 contains 2298 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2414570 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2414572 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2414574 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2414585 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2414587 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2414602 nChanged 21
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2414609 nChanged 35
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Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2414619 nChanged 34
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Mstep: Class 1 contains 2097 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2414624 nChanged 34
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Mstep: Class 1 contains 2069 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2414636 nChanged 33
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Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2414641 nChanged 40
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Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2414650 nChanged 38
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Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2414662.000000 Penalty: 4952.684570
	Iteration 224Q: 3 clusters Score -2414662 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2414671.750000 Penalty: 4952.684570
	Iteration 225Q: 3 clusters Score -2414672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2414676.000000 Penalty: 4952.684570
	Iteration 226Q: 3 clusters Score -2414676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2414683.250000 Penalty: 4952.684570
	Iteration 227Q: 3 clusters Score -2414683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2414692.500000 Penalty: 4952.684570
	Iteration 228Q: 3 clusters Score -2414692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2414697.250000 Penalty: 4952.684570
	Iteration 229Q: 3 clusters Score -2414697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2414707.500000 Penalty: 4952.684570
	Iteration 230Q: 3 clusters Score -2414708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2414708.000000 Penalty: 4952.684570
	Iteration 231Q: 3 clusters Score -2414708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2414708.750000 Penalty: 4952.684570
	Iteration 232Q: 3 clusters Score -2414709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2414712.000000 Penalty: 4952.684570
	Iteration 233Q: 3 clusters Score -2414712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2414712.500000 Penalty: 4952.684570
	Iteration 234Q: 3 clusters Score -2414712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2414715.500000 Penalty: 4952.684570
	Iteration 235Q: 3 clusters Score -2414716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2414718.250000 Penalty: 4952.684570
	Iteration 236Q: 3 clusters Score -2414718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2414719.000000 Penalty: 4952.684570
	Iteration 237Q: 3 clusters Score -2414719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2414723.250000 Penalty: 4952.684570
	Iteration 238Q: 3 clusters Score -2414723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2414723.000000 Penalty: 4952.684570
	Iteration 239Q: 3 clusters Score -2414723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2414726.250000 Penalty: 4952.684570
	Iteration 240F: 3 clusters Score -2414726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2414731.500000 Penalty: 4952.684570
	Iteration 241Q: 3 clusters Score -2414732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2414734.000000 Penalty: 4952.684570
	Iteration 242Q: 3 clusters Score -2414734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2414736.750000 Penalty: 4952.684570
	Iteration 243Q: 3 clusters Score -2414737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2414742.000000 Penalty: 4952.684570
	Iteration 244Q: 3 clusters Score -2414742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2414742.500000 Penalty: 4952.684570
	Iteration 245Q: 3 clusters Score -2414742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2414746.500000 Penalty: 4952.684570
	Iteration 246Q: 3 clusters Score -2414746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2414748.500000 Penalty: 4952.684570
	Iteration 247Q: 3 clusters Score -2414748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2414750.000000 Penalty: 4952.684570
	Iteration 248Q: 3 clusters Score -2414750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2414755.000000 Penalty: 4952.684570
	Iteration 249Q: 3 clusters Score -2414755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2414748.750000 Penalty: 4952.684570
	Iteration 250Q: 3 clusters Score -2414749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2414752.250000 Penalty: 4952.684570
	Iteration 251Q: 3 clusters Score -2414752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2414755.000000 Penalty: 4952.684570
	Iteration 252Q: 3 clusters Score -2414755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2414756.750000 Penalty: 4952.684570
	Iteration 253Q: 3 clusters Score -2414757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2414756.750000 Penalty: 4952.684570
	Iteration 254Q: 3 clusters Score -2414757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2414757.000000 Penalty: 4952.684570
	Iteration 255Q: 3 clusters Score -2414757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2414755.750000 Penalty: 4952.684570
	Iteration 256Q: 3 clusters Score -2414756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2414758.500000 Penalty: 4952.684570
	Iteration 257Q: 3 clusters Score -2414758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2414761.250000 Penalty: 4952.684570
	Iteration 258Q: 3 clusters Score -2414761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2414758.000000 Penalty: 4952.684570
	Iteration 259Q: 3 clusters Score -2414758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2414757.250000 Penalty: 4952.684570
	Iteration 260F: 3 clusters Score -2414757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Entering Unmasked Estep 
Score: -3412816.750000 Penalty: 2560.979492
	Iteration 0F: 2 clusters Score -3412817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3392001.250000 Penalty: 5121.958984
	Iteration 0F: 3 clusters Score -3392001 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3399507.000000 Penalty: 5121.958984
	Iteration 1F: 3 clusters Score -3399507 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3399906.500000 Penalty: 5121.958984
	Iteration 2Q: 3 clusters Score -3399906 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3400306.750000 Penalty: 5121.958984
	Iteration 3Q: 3 clusters Score -3400307 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3400764.750000 Penalty: 5121.958984
	Iteration 4Q: 3 clusters Score -3400765 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3401297.500000 Penalty: 5121.958984
	Iteration 5Q: 3 clusters Score -3401298 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3401938.500000 Penalty: 5121.958984
	Iteration 6Q: 3 clusters Score -3401938 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3402701.000000 Penalty: 5121.958984
	Iteration 7Q: 3 clusters Score -3402701 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3403619.750000 Penalty: 5121.958984
	Iteration 8F: 3 clusters Score -3403620 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3404814.000000 Penalty: 5121.958984
	Iteration 9F: 3 clusters Score -3404814 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3406156.000000 Penalty: 5121.958984
	Iteration 10F: 3 clusters Score -3406156 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3407449.250000 Penalty: 5121.958984
	Iteration 11F: 3 clusters Score -3407449 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3408652.000000 Penalty: 5121.958984
	Iteration 12Q: 3 clusters Score -3408652 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3409510.500000 Penalty: 5121.958984
	Iteration 13Q: 3 clusters Score -3409510 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3410061.750000 Penalty: 5121.958984
	Iteration 14Q: 3 clusters Score -3410062 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3410430.750000 Penalty: 5121.958984
	Iteration 15Q: 3 clusters Score -3410431 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3410728.250000 Penalty: 5121.958984
	Iteration 16Q: 3 clusters Score -3410728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3410959.250000 Penalty: 5121.958984
	Iteration 17Q: 3 clusters Score -3410959 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3411131.000000 Penalty: 5121.958984
	Iteration 18Q: 3 clusters Score -3411131 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3411325.000000 Penalty: 5121.958984
	Iteration 19Q: 3 clusters Score -3411325 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3411453.500000 Penalty: 5121.958984
	Iteration 20F: 3 clusters Score -3411454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3411492.250000 Penalty: 5121.958984
	Iteration 21Q: 3 clusters Score -3411492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3411519.750000 Penalty: 5121.958984
	Iteration 22Q: 3 clusters Score -3411520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3411532.250000 Penalty: 5121.958984
	Iteration 23Q: 3 clusters Score -3411532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3411536.500000 Penalty: 5121.958984
	Iteration 24Q: 3 clusters Score -3411536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3411542.000000 Penalty: 5121.958984
	Iteration 25Q: 3 clusters Score -3411542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3411552.750000 Penalty: 5121.958984
	Iteration 26Q: 3 clusters Score -3411553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3411552.250000 Penalty: 5121.958984
	Iteration 27Q: 3 clusters Score -3411552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3411554.750000 Penalty: 5121.958984
	Iteration 28Q: 3 clusters Score -3411555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3411561.250000 Penalty: 5121.958984
	Iteration 29Q: 3 clusters Score -3411561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3411558.250000 Penalty: 5121.958984
	Iteration 30Q: 3 clusters Score -3411558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3411559.250000 Penalty: 5121.958984
	Iteration 31Q: 3 clusters Score -3411559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3411555.000000 Penalty: 5121.958984
	Iteration 32Q: 3 clusters Score -3411555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3411557.500000 Penalty: 5121.958984
	Iteration 33Q: 3 clusters Score -3411558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3411557.250000 Penalty: 5121.958984
	Iteration 34Q: 3 clusters Score -3411557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3411557.000000 Penalty: 5121.958984
	Iteration 35Q: 3 clusters Score -3411557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3411560.000000 Penalty: 5121.958984
	Iteration 36Q: 3 clusters Score -3411560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3411564.750000 Penalty: 5121.958984
	Iteration 37Q: 3 clusters Score -3411565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3411564.500000 Penalty: 5121.958984
	Iteration 38Q: 3 clusters Score -3411564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3411566.250000 Penalty: 5121.958984
	Iteration 39Q: 3 clusters Score -3411566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3411570.000000 Penalty: 5121.958984
	Iteration 40F: 3 clusters Score -3411570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3411568.500000 Penalty: 5121.958984
	Iteration 41Q: 3 clusters Score -3411568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3411568.500000 Penalty: 5121.958984
	Iteration 42F: 3 clusters Score -3411568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -315349.843750 Penalty: 2001.197021
	Iteration 0F: 2 clusters Score -315349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -312043.843750 Penalty: 4002.394043
	Iteration 0F: 3 clusters Score -312043.8 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312882.250000 Penalty: 4002.394043
	Iteration 1F: 3 clusters Score -312882.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -313234.593750 Penalty: 4002.394043
	Iteration 2F: 3 clusters Score -313234.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -313527.937500 Penalty: 4002.394043
	Iteration 3F: 3 clusters Score -313527.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -313761.281250 Penalty: 4002.394043
	Iteration 4F: 3 clusters Score -313761.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -313900.062500 Penalty: 4002.394043
	Iteration 5F: 3 clusters Score -313900.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -313970.781250 Penalty: 4002.394043
	Iteration 6Q: 3 clusters Score -313970.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -314023.281250 Penalty: 4002.394043
	Iteration 7Q: 3 clusters Score -314023.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -314060.218750 Penalty: 4002.394043
	Iteration 8Q: 3 clusters Score -314060.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314092.500000 Penalty: 4002.394043
	Iteration 9Q: 3 clusters Score -314092.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314108.656250 Penalty: 4002.394043
	Iteration 10Q: 3 clusters Score -314108.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314118.937500 Penalty: 4002.394043
	Iteration 11Q: 3 clusters Score -314118.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314126.625000 Penalty: 4002.394043
	Iteration 12Q: 3 clusters Score -314126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -314135.031250 Penalty: 4002.394043
	Iteration 13Q: 3 clusters Score -314135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314147.781250 Penalty: 4002.394043
	Iteration 14Q: 3 clusters Score -314147.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -314168.375000 Penalty: 4002.394043
	Iteration 15Q: 3 clusters Score -314168.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -314175.781250 Penalty: 4002.394043
	Iteration 16Q: 3 clusters Score -314175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -314188.968750 Penalty: 4002.394043
	Iteration 17Q: 3 clusters Score -314189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314201.625000 Penalty: 4002.394043
	Iteration 18Q: 3 clusters Score -314201.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314216.875000 Penalty: 4002.394043
	Iteration 19Q: 3 clusters Score -314216.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -314227.062500 Penalty: 4002.394043
	Iteration 20F: 3 clusters Score -314227.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -314235.343750 Penalty: 4002.394043
	Iteration 21Q: 3 clusters Score -314235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -314241.531250 Penalty: 4002.394043
	Iteration 22Q: 3 clusters Score -314241.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314246.781250 Penalty: 4002.394043
	Iteration 23Q: 3 clusters Score -314246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -314249.906250 Penalty: 4002.394043
	Iteration 24Q: 3 clusters Score -314249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -314251.062500 Penalty: 4002.394043
	Iteration 25Q: 3 clusters Score -314251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -314250.343750 Penalty: 4002.394043
	Iteration 26Q: 3 clusters Score -314250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -314251.062500 Penalty: 4002.394043
	Iteration 27Q: 3 clusters Score -314251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -314251.968750 Penalty: 4002.394043
	Iteration 28Q: 3 clusters Score -314252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -314251.875000 Penalty: 4002.394043
	Iteration 29Q: 3 clusters Score -314251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -314253.031250 Penalty: 4002.394043
	Iteration 30Q: 3 clusters Score -314253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -314252.437500 Penalty: 4002.394043
	Iteration 31Q: 3 clusters Score -314252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -314252.437500 Penalty: 4002.394043
	Iteration 32F: 3 clusters Score -314252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -336686.000000 Penalty: 1992.427612
	Iteration 0F: 2 clusters Score -336686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -333364.468750 Penalty: 3984.855225
	Iteration 0F: 3 clusters Score -333364.5 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -334124.437500 Penalty: 3984.855225
	Iteration 1F: 3 clusters Score -334124.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -334341.187500 Penalty: 3984.855225
	Iteration 2F: 3 clusters Score -334341.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -334493.687500 Penalty: 3984.855225
	Iteration 3F: 3 clusters Score -334493.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -334644.906250 Penalty: 3984.855225
	Iteration 4F: 3 clusters Score -334644.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -334796.343750 Penalty: 3984.855225
	Iteration 5Q: 3 clusters Score -334796.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -334915.125000 Penalty: 3984.855225
	Iteration 6Q: 3 clusters Score -334915.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -335021.468750 Penalty: 3984.855225
	Iteration 7Q: 3 clusters Score -335021.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -335116.468750 Penalty: 3984.855225
	Iteration 8Q: 3 clusters Score -335116.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -335202.500000 Penalty: 3984.855225
	Iteration 9Q: 3 clusters Score -335202.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -335258.187500 Penalty: 3984.855225
	Iteration 10Q: 3 clusters Score -335258.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -335310.531250 Penalty: 3984.855225
	Iteration 11Q: 3 clusters Score -335310.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -335347.218750 Penalty: 3984.855225
	Iteration 12Q: 3 clusters Score -335347.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -335373.218750 Penalty: 3984.855225
	Iteration 13Q: 3 clusters Score -335373.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -335390.437500 Penalty: 3984.855225
	Iteration 14Q: 3 clusters Score -335390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -335399.812500 Penalty: 3984.855225
	Iteration 15Q: 3 clusters Score -335399.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -335413.156250 Penalty: 3984.855225
	Iteration 16Q: 3 clusters Score -335413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -335422.218750 Penalty: 3984.855225
	Iteration 17Q: 3 clusters Score -335422.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -335431.687500 Penalty: 3984.855225
	Iteration 18Q: 3 clusters Score -335431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -335439.968750 Penalty: 3984.855225
	Iteration 19Q: 3 clusters Score -335440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -335450.656250 Penalty: 3984.855225
	Iteration 20F: 3 clusters Score -335450.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -335458.156250 Penalty: 3984.855225
	Iteration 21Q: 3 clusters Score -335458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -335461.531250 Penalty: 3984.855225
	Iteration 22Q: 3 clusters Score -335461.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -335465.687500 Penalty: 3984.855225
	Iteration 23Q: 3 clusters Score -335465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -335466.531250 Penalty: 3984.855225
	Iteration 24Q: 3 clusters Score -335466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -335467.468750 Penalty: 3984.855225
	Iteration 25Q: 3 clusters Score -335467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -335467.468750 Penalty: 3984.855225
	Iteration 26F: 3 clusters Score -335467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -124558.484375 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -124558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122536.414062 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -122536.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122838.726562 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -122838.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -122908.289062 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -122908.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122944.390625 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -122944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122964.593750 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -122964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122974.140625 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -122974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122984.648438 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -122984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122990.796875 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -122990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -123000.562500 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -123000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123010.734375 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -123010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123020.039062 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -123020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123026.382812 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -123026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123029.492188 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -123029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123033.117188 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -123033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123037.265625 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -123037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123038.195312 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -123038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123039.546875 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -123039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123040.335938 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -123040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123043.906250 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -123043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123045.320312 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -123045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123045.320312 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -123045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Entering Unmasked Estep 
Score: -2231890.750000 Penalty: 2447.793945
	Iteration 0F: 2 clusters Score -2231891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2218320.250000 Penalty: 4895.587891
	Iteration 0F: 3 clusters Score -2218320 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2222955.000000 Penalty: 4895.587891
	Iteration 1F: 3 clusters Score -2222955 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2223391.750000 Penalty: 4895.587891
	Iteration 2F: 3 clusters Score -2223392 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2223765.000000 Penalty: 4895.587891
	Iteration 3Q: 3 clusters Score -2223765 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2224118.000000 Penalty: 4895.587891
	Iteration 4Q: 3 clusters Score -2224118 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2224515.250000 Penalty: 4895.587891
	Iteration 5Q: 3 clusters Score -2224515 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2224963.000000 Penalty: 4895.587891
	Iteration 6Q: 3 clusters Score -2224963 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2225513.250000 Penalty: 4895.587891
	Iteration 7Q: 3 clusters Score -2225513 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2226176.250000 Penalty: 4895.587891
	Iteration 8Q: 3 clusters Score -2226176 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2226860.750000 Penalty: 4895.587891
	Iteration 9Q: 3 clusters Score -2226861 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2227429.500000 Penalty: 4895.587891
	Iteration 10Q: 3 clusters Score -2227430 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2227759.750000 Penalty: 4895.587891
	Iteration 11Q: 3 clusters Score -2227760 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2227923.500000 Penalty: 4895.587891
	Iteration 12Q: 3 clusters Score -2227924 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2228032.750000 Penalty: 4895.587891
	Iteration 13Q: 3 clusters Score -2228033 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2228113.750000 Penalty: 4895.587891
	Iteration 14Q: 3 clusters Score -2228114 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2228179.500000 Penalty: 4895.587891
	Iteration 15Q: 3 clusters Score -2228180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2228251.000000 Penalty: 4895.587891
	Iteration 16Q: 3 clusters Score -2228251 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2228301.750000 Penalty: 4895.587891
	Iteration 17Q: 3 clusters Score -2228302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2228365.500000 Penalty: 4895.587891
	Iteration 18Q: 3 clusters Score -2228366 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2228427.250000 Penalty: 4895.587891
	Iteration 19Q: 3 clusters Score -2228427 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2228489.000000 Penalty: 4895.587891
	Iteration 20F: 3 clusters Score -2228489 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2228553.500000 Penalty: 4895.587891
	Iteration 21Q: 3 clusters Score -2228554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2228615.250000 Penalty: 4895.587891
	Iteration 22Q: 3 clusters Score -2228615 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2228689.500000 Penalty: 4895.587891
	Iteration 23Q: 3 clusters Score -2228690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2228758.500000 Penalty: 4895.587891
	Iteration 24Q: 3 clusters Score -2228758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2228816.250000 Penalty: 4895.587891
	Iteration 25Q: 3 clusters Score -2228816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2228887.750000 Penalty: 4895.587891
	Iteration 26Q: 3 clusters Score -2228888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2228948.750000 Penalty: 4895.587891
	Iteration 27Q: 3 clusters Score -2228949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2229000.500000 Penalty: 4895.587891
	Iteration 28Q: 3 clusters Score -2229000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2229048.500000 Penalty: 4895.587891
	Iteration 29Q: 3 clusters Score -2229048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2229091.000000 Penalty: 4895.587891
	Iteration 30Q: 3 clusters Score -2229091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2229131.750000 Penalty: 4895.587891
	Iteration 31Q: 3 clusters Score -2229132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2229159.000000 Penalty: 4895.587891
	Iteration 32Q: 3 clusters Score -2229159 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2229185.750000 Penalty: 4895.587891
	Iteration 33Q: 3 clusters Score -2229186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2229217.500000 Penalty: 4895.587891
	Iteration 34Q: 3 clusters Score -2229218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2229247.000000 Penalty: 4895.587891
	Iteration 35Q: 3 clusters Score -2229247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2229272.500000 Penalty: 4895.587891
	Iteration 36Q: 3 clusters Score -2229272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2229302.500000 Penalty: 4895.587891
	Iteration 37Q: 3 clusters Score -2229302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2229319.500000 Penalty: 4895.587891
	Iteration 38Q: 3 clusters Score -2229320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2229344.250000 Penalty: 4895.587891
	Iteration 39Q: 3 clusters Score -2229344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2229360.500000 Penalty: 4895.587891
	Iteration 40F: 3 clusters Score -2229360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2229381.000000 Penalty: 4895.587891
	Iteration 41Q: 3 clusters Score -2229381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2229401.250000 Penalty: 4895.587891
	Iteration 42Q: 3 clusters Score -2229401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2229414.500000 Penalty: 4895.587891
	Iteration 43Q: 3 clusters Score -2229414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2229426.500000 Penalty: 4895.587891
	Iteration 44Q: 3 clusters Score -2229426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2229435.250000 Penalty: 4895.587891
	Iteration 45Q: 3 clusters Score -2229435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2229449.500000 Penalty: 4895.587891
	Iteration 46Q: 3 clusters Score -2229450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2229465.500000 Penalty: 4895.587891
	Iteration 47Q: 3 clusters Score -2229466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2229475.250000 Penalty: 4895.587891
	Iteration 48Q: 3 clusters Score -2229475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2229482.250000 Penalty: 4895.587891
	Iteration 49Q: 3 clusters Score -2229482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2229483.500000 Penalty: 4895.587891
	Iteration 50Q: 3 clusters Score -2229484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2229491.500000 Penalty: 4895.587891
	Iteration 51Q: 3 clusters Score -2229492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2229494.000000 Penalty: 4895.587891
	Iteration 52Q: 3 clusters Score -2229494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2229493.750000 Penalty: 4895.587891
	Iteration 53Q: 3 clusters Score -2229494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2229503.500000 Penalty: 4895.587891
	Iteration 54Q: 3 clusters Score -2229504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2229506.750000 Penalty: 4895.587891
	Iteration 55Q: 3 clusters Score -2229507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2229510.250000 Penalty: 4895.587891
	Iteration 56Q: 3 clusters Score -2229510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2229518.500000 Penalty: 4895.587891
	Iteration 57Q: 3 clusters Score -2229518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2229523.250000 Penalty: 4895.587891
	Iteration 58Q: 3 clusters Score -2229523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2229522.250000 Penalty: 4895.587891
	Iteration 59Q: 3 clusters Score -2229522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2229528.000000 Penalty: 4895.587891
	Iteration 60F: 3 clusters Score -2229528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2229527.250000 Penalty: 4895.587891
	Iteration 61Q: 3 clusters Score -2229527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2229531.000000 Penalty: 4895.587891
	Iteration 62Q: 3 clusters Score -2229531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2229530.750000 Penalty: 4895.587891
	Iteration 63Q: 3 clusters Score -2229531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2229544.250000 Penalty: 4895.587891
	Iteration 64Q: 3 clusters Score -2229544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2229547.000000 Penalty: 4895.587891
	Iteration 65Q: 3 clusters Score -2229547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2229548.000000 Penalty: 4895.587891
	Iteration 66Q: 3 clusters Score -2229548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2229547.750000 Penalty: 4895.587891
	Iteration 67Q: 3 clusters Score -2229548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2229550.750000 Penalty: 4895.587891
	Iteration 68Q: 3 clusters Score -2229551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2229550.250000 Penalty: 4895.587891
	Iteration 69Q: 3 clusters Score -2229550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2229551.500000 Penalty: 4895.587891
	Iteration 70Q: 3 clusters Score -2229552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2229553.000000 Penalty: 4895.587891
	Iteration 71Q: 3 clusters Score -2229553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2229557.750000 Penalty: 4895.587891
	Iteration 72Q: 3 clusters Score -2229558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2229558.750000 Penalty: 4895.587891
	Iteration 73Q: 3 clusters Score -2229559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2229561.250000 Penalty: 4895.587891
	Iteration 74Q: 3 clusters Score -2229561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2229560.250000 Penalty: 4895.587891
	Iteration 75Q: 3 clusters Score -2229560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2229562.250000 Penalty: 4895.587891
	Iteration 76Q: 3 clusters Score -2229562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2229565.750000 Penalty: 4895.587891
	Iteration 77Q: 3 clusters Score -2229566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2229569.250000 Penalty: 4895.587891
	Iteration 78Q: 3 clusters Score -2229569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2229569.250000 Penalty: 4895.587891
	Iteration 79Q: 3 clusters Score -2229569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2229568.000000 Penalty: 4895.587891
	Iteration 80F: 3 clusters Score -2229568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2229565.750000 Penalty: 4895.587891
	Iteration 81Q: 3 clusters Score -2229566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2229568.750000 Penalty: 4895.587891
	Iteration 82Q: 3 clusters Score -2229569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2229573.000000 Penalty: 4895.587891
	Iteration 83Q: 3 clusters Score -2229573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2229574.500000 Penalty: 4895.587891
	Iteration 84Q: 3 clusters Score -2229574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2229573.250000 Penalty: 4895.587891
	Iteration 85Q: 3 clusters Score -2229573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2229573.000000 Penalty: 4895.587891
	Iteration 86Q: 3 clusters Score -2229573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2229573.500000 Penalty: 4895.587891
	Iteration 87Q: 3 clusters Score -2229574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2229572.250000 Penalty: 4895.587891
	Iteration 88Q: 3 clusters Score -2229572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2229576.000000 Penalty: 4895.587891
	Iteration 89Q: 3 clusters Score -2229576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2229573.750000 Penalty: 4895.587891
	Iteration 90Q: 3 clusters Score -2229574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2229575.000000 Penalty: 4895.587891
	Iteration 91Q: 3 clusters Score -2229575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2229576.750000 Penalty: 4895.587891
	Iteration 92Q: 3 clusters Score -2229577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2229576.500000 Penalty: 4895.587891
	Iteration 93Q: 3 clusters Score -2229576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2229577.500000 Penalty: 4895.587891
	Iteration 94Q: 3 clusters Score -2229578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2229574.500000 Penalty: 4895.587891
	Iteration 95Q: 3 clusters Score -2229574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2229575.500000 Penalty: 4895.587891
	Iteration 96Q: 3 clusters Score -2229576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2229574.500000 Penalty: 4895.587891
	Iteration 97Q: 3 clusters Score -2229574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2229579.000000 Penalty: 4895.587891
	Iteration 98Q: 3 clusters Score -2229579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2229580.750000 Penalty: 4895.587891
	Iteration 99Q: 3 clusters Score -2229581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2229582.750000 Penalty: 4895.587891
	Iteration 100F: 3 clusters Score -2229583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2229580.500000 Penalty: 4895.587891
	Iteration 101Q: 3 clusters Score -2229580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2229584.750000 Penalty: 4895.587891
	Iteration 102Q: 3 clusters Score -2229585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2229584.250000 Penalty: 4895.587891
	Iteration 103Q: 3 clusters Score -2229584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2229584.500000 Penalty: 4895.587891
	Iteration 104Q: 3 clusters Score -2229584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2229592.500000 Penalty: 4895.587891
	Iteration 105Q: 3 clusters Score -2229592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2229591.500000 Penalty: 4895.587891
	Iteration 106Q: 3 clusters Score -2229592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2229591.000000 Penalty: 4895.587891
	Iteration 107Q: 3 clusters Score -2229591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2229594.500000 Penalty: 4895.587891
	Iteration 108Q: 3 clusters Score -2229594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2229595.250000 Penalty: 4895.587891
	Iteration 109Q: 3 clusters Score -2229595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2229596.500000 Penalty: 4895.587891
	Iteration 110Q: 3 clusters Score -2229596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2229601.750000 Penalty: 4895.587891
	Iteration 111Q: 3 clusters Score -2229602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2229601.250000 Penalty: 4895.587891
	Iteration 112Q: 3 clusters Score -2229601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2229600.500000 Penalty: 4895.587891
	Iteration 113Q: 3 clusters Score -2229600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2229603.250000 Penalty: 4895.587891
	Iteration 114Q: 3 clusters Score -2229603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2229603.250000 Penalty: 4895.587891
	Iteration 115Q: 3 clusters Score -2229603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2229606.000000 Penalty: 4895.587891
	Iteration 116Q: 3 clusters Score -2229606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2229608.250000 Penalty: 4895.587891
	Iteration 117Q: 3 clusters Score -2229608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2229608.750000 Penalty: 4895.587891
	Iteration 118Q: 3 clusters Score -2229609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2229612.500000 Penalty: 4895.587891
	Iteration 119Q: 3 clusters Score -2229612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2229613.750000 Penalty: 4895.587891
	Iteration 120F: 3 clusters Score -2229614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2229613.750000 Penalty: 4895.587891
	Iteration 121Q: 3 clusters Score -2229614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2229616.750000 Penalty: 4895.587891
	Iteration 122Q: 3 clusters Score -2229617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2229617.750000 Penalty: 4895.587891
	Iteration 123Q: 3 clusters Score -2229618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2229618.750000 Penalty: 4895.587891
	Iteration 124Q: 3 clusters Score -2229619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2229622.250000 Penalty: 4895.587891
	Iteration 125Q: 3 clusters Score -2229622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2229623.500000 Penalty: 4895.587891
	Iteration 126Q: 3 clusters Score -2229624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2229623.750000 Penalty: 4895.587891
	Iteration 127Q: 3 clusters Score -2229624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2229622.250000 Penalty: 4895.587891
	Iteration 128Q: 3 clusters Score -2229622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2229625.500000 Penalty: 4895.587891
	Iteration 129Q: 3 clusters Score -2229626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2229625.500000 Penalty: 4895.587891
	Iteration 130F: 3 clusters Score -2229626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -212017.953125 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -212018 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 921 members 
Entering Unmasked Estep 
Score: -209456.359375 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -209456.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -209865.515625 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -209865.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209988.640625 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -209988.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210050.890625 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -210050.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210090.906250 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -210090.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210116.281250 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -210116.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210136.359375 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -210136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -210153.609375 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -210153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210167.093750 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -210167.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210181.531250 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -210181.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210191.187500 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -210191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210194.750000 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -210194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210195.421875 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -210195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210195.421875 Penalty: 3737.771973
	Iteration 13F: 3 clusters Score -210195.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Entering Unmasked Estep 
Score: -1398248.500000 Penalty: 2355.782227
	Iteration 0F: 2 clusters Score -1398248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1388519.375000 Penalty: 4711.564453
	Iteration 0F: 3 clusters Score -1388519 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1391548.375000 Penalty: 4711.564453
	Iteration 1F: 3 clusters Score -1391548 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1391913.500000 Penalty: 4711.564453
	Iteration 2F: 3 clusters Score -1391914 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1392179.125000 Penalty: 4711.564453
	Iteration 3Q: 3 clusters Score -1392179 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1392405.250000 Penalty: 4711.564453
	Iteration 4Q: 3 clusters Score -1392405 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1392625.625000 Penalty: 4711.564453
	Iteration 5Q: 3 clusters Score -1392626 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1392852.375000 Penalty: 4711.564453
	Iteration 6Q: 3 clusters Score -1392852 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1393079.750000 Penalty: 4711.564453
	Iteration 7Q: 3 clusters Score -1393080 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1393272.625000 Penalty: 4711.564453
	Iteration 8Q: 3 clusters Score -1393273 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1393450.250000 Penalty: 4711.564453
	Iteration 9Q: 3 clusters Score -1393450 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1393633.625000 Penalty: 4711.564453
	Iteration 10Q: 3 clusters Score -1393634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1393845.125000 Penalty: 4711.564453
	Iteration 11Q: 3 clusters Score -1393845 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1394074.375000 Penalty: 4711.564453
	Iteration 12Q: 3 clusters Score -1394074 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1394321.125000 Penalty: 4711.564453
	Iteration 13Q: 3 clusters Score -1394321 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1394547.375000 Penalty: 4711.564453
	Iteration 14Q: 3 clusters Score -1394547 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1394803.625000 Penalty: 4711.564453
	Iteration 15Q: 3 clusters Score -1394804 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1395065.000000 Penalty: 4711.564453
	Iteration 16Q: 3 clusters Score -1395065 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1395301.000000 Penalty: 4711.564453
	Iteration 17Q: 3 clusters Score -1395301 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1395507.375000 Penalty: 4711.564453
	Iteration 18Q: 3 clusters Score -1395507 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1395683.625000 Penalty: 4711.564453
	Iteration 19Q: 3 clusters Score -1395684 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1395850.625000 Penalty: 4711.564453
	Iteration 20F: 3 clusters Score -1395851 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1395982.125000 Penalty: 4711.564453
	Iteration 21Q: 3 clusters Score -1395982 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1396094.875000 Penalty: 4711.564453
	Iteration 22Q: 3 clusters Score -1396095 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1396173.125000 Penalty: 4711.564453
	Iteration 23Q: 3 clusters Score -1396173 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1396230.625000 Penalty: 4711.564453
	Iteration 24Q: 3 clusters Score -1396231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1396286.000000 Penalty: 4711.564453
	Iteration 25Q: 3 clusters Score -1396286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1396332.625000 Penalty: 4711.564453
	Iteration 26Q: 3 clusters Score -1396333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1396365.625000 Penalty: 4711.564453
	Iteration 27Q: 3 clusters Score -1396366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1396388.125000 Penalty: 4711.564453
	Iteration 28Q: 3 clusters Score -1396388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1396413.250000 Penalty: 4711.564453
	Iteration 29Q: 3 clusters Score -1396413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1396435.000000 Penalty: 4711.564453
	Iteration 30Q: 3 clusters Score -1396435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1396460.750000 Penalty: 4711.564453
	Iteration 31Q: 3 clusters Score -1396461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1396485.000000 Penalty: 4711.564453
	Iteration 32Q: 3 clusters Score -1396485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1396502.250000 Penalty: 4711.564453
	Iteration 33Q: 3 clusters Score -1396502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1396515.750000 Penalty: 4711.564453
	Iteration 34Q: 3 clusters Score -1396516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1396525.875000 Penalty: 4711.564453
	Iteration 35Q: 3 clusters Score -1396526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1396534.125000 Penalty: 4711.564453
	Iteration 36Q: 3 clusters Score -1396534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1396550.125000 Penalty: 4711.564453
	Iteration 37Q: 3 clusters Score -1396550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1396561.500000 Penalty: 4711.564453
	Iteration 38Q: 3 clusters Score -1396562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1396568.500000 Penalty: 4711.564453
	Iteration 39Q: 3 clusters Score -1396568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1396577.375000 Penalty: 4711.564453
	Iteration 40F: 3 clusters Score -1396577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1396582.625000 Penalty: 4711.564453
	Iteration 41Q: 3 clusters Score -1396583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1396587.000000 Penalty: 4711.564453
	Iteration 42Q: 3 clusters Score -1396587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1396587.375000 Penalty: 4711.564453
	Iteration 43Q: 3 clusters Score -1396587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1396586.500000 Penalty: 4711.564453
	Iteration 44Q: 3 clusters Score -1396586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1396586.500000 Penalty: 4711.564453
	Iteration 45F: 3 clusters Score -1396586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -985240.000000 Penalty: 2244.063965
	Iteration 0F: 2 clusters Score -985240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -978541.687500 Penalty: 4488.127930
	Iteration 0F: 3 clusters Score -978541.7 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -980335.625000 Penalty: 4488.127930
	Iteration 1F: 3 clusters Score -980335.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -980565.562500 Penalty: 4488.127930
	Iteration 2F: 3 clusters Score -980565.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -980735.500000 Penalty: 4488.127930
	Iteration 3Q: 3 clusters Score -980735.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -980858.375000 Penalty: 4488.127930
	Iteration 4Q: 3 clusters Score -980858.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -980962.000000 Penalty: 4488.127930
	Iteration 5Q: 3 clusters Score -980962 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -981056.187500 Penalty: 4488.127930
	Iteration 6Q: 3 clusters Score -981056.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -981147.562500 Penalty: 4488.127930
	Iteration 7Q: 3 clusters Score -981147.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -981242.437500 Penalty: 4488.127930
	Iteration 8Q: 3 clusters Score -981242.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -981333.062500 Penalty: 4488.127930
	Iteration 9Q: 3 clusters Score -981333.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -981430.562500 Penalty: 4488.127930
	Iteration 10Q: 3 clusters Score -981430.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -981526.562500 Penalty: 4488.127930
	Iteration 11Q: 3 clusters Score -981526.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -981615.875000 Penalty: 4488.127930
	Iteration 12Q: 3 clusters Score -981615.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -981709.000000 Penalty: 4488.127930
	Iteration 13Q: 3 clusters Score -981709 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -981825.562500 Penalty: 4488.127930
	Iteration 14Q: 3 clusters Score -981825.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -981939.750000 Penalty: 4488.127930
	Iteration 15Q: 3 clusters Score -981939.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -982060.562500 Penalty: 4488.127930
	Iteration 16Q: 3 clusters Score -982060.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -982182.000000 Penalty: 4488.127930
	Iteration 17Q: 3 clusters Score -982182 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -982322.125000 Penalty: 4488.127930
	Iteration 18Q: 3 clusters Score -982322.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -982471.812500 Penalty: 4488.127930
	Iteration 19Q: 3 clusters Score -982471.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -982594.375000 Penalty: 4488.127930
	Iteration 20F: 3 clusters Score -982594.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -982679.812500 Penalty: 4488.127930
	Iteration 21Q: 3 clusters Score -982679.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -982737.500000 Penalty: 4488.127930
	Iteration 22Q: 3 clusters Score -982737.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -982776.687500 Penalty: 4488.127930
	Iteration 23Q: 3 clusters Score -982776.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -982803.437500 Penalty: 4488.127930
	Iteration 24Q: 3 clusters Score -982803.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -982822.125000 Penalty: 4488.127930
	Iteration 25Q: 3 clusters Score -982822.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -982842.562500 Penalty: 4488.127930
	Iteration 26Q: 3 clusters Score -982842.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -982859.312500 Penalty: 4488.127930
	Iteration 27Q: 3 clusters Score -982859.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -982874.687500 Penalty: 4488.127930
	Iteration 28Q: 3 clusters Score -982874.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -982887.500000 Penalty: 4488.127930
	Iteration 29Q: 3 clusters Score -982887.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -982898.562500 Penalty: 4488.127930
	Iteration 30Q: 3 clusters Score -982898.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -982915.562500 Penalty: 4488.127930
	Iteration 31Q: 3 clusters Score -982915.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -982927.125000 Penalty: 4488.127930
	Iteration 32Q: 3 clusters Score -982927.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -982936.500000 Penalty: 4488.127930
	Iteration 33Q: 3 clusters Score -982936.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -982949.375000 Penalty: 4488.127930
	Iteration 34Q: 3 clusters Score -982949.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -982960.062500 Penalty: 4488.127930
	Iteration 35Q: 3 clusters Score -982960.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -982969.937500 Penalty: 4488.127930
	Iteration 36Q: 3 clusters Score -982969.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -982987.562500 Penalty: 4488.127930
	Iteration 37Q: 3 clusters Score -982987.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -982999.375000 Penalty: 4488.127930
	Iteration 38Q: 3 clusters Score -982999.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -983008.562500 Penalty: 4488.127930
	Iteration 39Q: 3 clusters Score -983008.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -983015.687500 Penalty: 4488.127930
	Iteration 40F: 3 clusters Score -983015.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -983021.000000 Penalty: 4488.127930
	Iteration 41Q: 3 clusters Score -983021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -983029.375000 Penalty: 4488.127930
	Iteration 42Q: 3 clusters Score -983029.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -983040.250000 Penalty: 4488.127930
	Iteration 43Q: 3 clusters Score -983040.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -983049.687500 Penalty: 4488.127930
	Iteration 44Q: 3 clusters Score -983049.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -983055.062500 Penalty: 4488.127930
	Iteration 45Q: 3 clusters Score -983055.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -983065.062500 Penalty: 4488.127930
	Iteration 46Q: 3 clusters Score -983065.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -983072.312500 Penalty: 4488.127930
	Iteration 47Q: 3 clusters Score -983072.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -983076.625000 Penalty: 4488.127930
	Iteration 48Q: 3 clusters Score -983076.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -983082.750000 Penalty: 4488.127930
	Iteration 49Q: 3 clusters Score -983082.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -983093.625000 Penalty: 4488.127930
	Iteration 50Q: 3 clusters Score -983093.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -983097.437500 Penalty: 4488.127930
	Iteration 51Q: 3 clusters Score -983097.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -983099.687500 Penalty: 4488.127930
	Iteration 52Q: 3 clusters Score -983099.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -983106.687500 Penalty: 4488.127930
	Iteration 53Q: 3 clusters Score -983106.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -983112.812500 Penalty: 4488.127930
	Iteration 54Q: 3 clusters Score -983112.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -983120.062500 Penalty: 4488.127930
	Iteration 55Q: 3 clusters Score -983120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -983124.562500 Penalty: 4488.127930
	Iteration 56Q: 3 clusters Score -983124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -983132.937500 Penalty: 4488.127930
	Iteration 57Q: 3 clusters Score -983132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -983138.187500 Penalty: 4488.127930
	Iteration 58Q: 3 clusters Score -983138.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -983145.625000 Penalty: 4488.127930
	Iteration 59Q: 3 clusters Score -983145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -983146.812500 Penalty: 4488.127930
	Iteration 60F: 3 clusters Score -983146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -983150.250000 Penalty: 4488.127930
	Iteration 61Q: 3 clusters Score -983150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -983154.250000 Penalty: 4488.127930
	Iteration 62Q: 3 clusters Score -983154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -983158.062500 Penalty: 4488.127930
	Iteration 63Q: 3 clusters Score -983158.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -983159.625000 Penalty: 4488.127930
	Iteration 64Q: 3 clusters Score -983159.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -983164.437500 Penalty: 4488.127930
	Iteration 65Q: 3 clusters Score -983164.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -983167.500000 Penalty: 4488.127930
	Iteration 66Q: 3 clusters Score -983167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -983172.375000 Penalty: 4488.127930
	Iteration 67Q: 3 clusters Score -983172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -983173.187500 Penalty: 4488.127930
	Iteration 68Q: 3 clusters Score -983173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -983178.125000 Penalty: 4488.127930
	Iteration 69Q: 3 clusters Score -983178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -983181.937500 Penalty: 4488.127930
	Iteration 70Q: 3 clusters Score -983181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -983184.375000 Penalty: 4488.127930
	Iteration 71Q: 3 clusters Score -983184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -983186.812500 Penalty: 4488.127930
	Iteration 72Q: 3 clusters Score -983186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -983188.500000 Penalty: 4488.127930
	Iteration 73Q: 3 clusters Score -983188.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -983190.000000 Penalty: 4488.127930
	Iteration 74Q: 3 clusters Score -983190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -983191.562500 Penalty: 4488.127930
	Iteration 75Q: 3 clusters Score -983191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -983191.500000 Penalty: 4488.127930
	Iteration 76Q: 3 clusters Score -983191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -983192.312500 Penalty: 4488.127930
	Iteration 77Q: 3 clusters Score -983192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -983194.750000 Penalty: 4488.127930
	Iteration 78Q: 3 clusters Score -983194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -983195.250000 Penalty: 4488.127930
	Iteration 79Q: 3 clusters Score -983195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -983194.937500 Penalty: 4488.127930
	Iteration 80F: 3 clusters Score -983194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -983195.125000 Penalty: 4488.127930
	Iteration 81Q: 3 clusters Score -983195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -983194.875000 Penalty: 4488.127930
	Iteration 82Q: 3 clusters Score -983194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -983196.937500 Penalty: 4488.127930
	Iteration 83Q: 3 clusters Score -983196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -983196.937500 Penalty: 4488.127930
	Iteration 84F: 3 clusters Score -983196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -603785.812500 Penalty: 2135.313965
	Iteration 0F: 2 clusters Score -603785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -598967.875000 Penalty: 4270.627930
	Iteration 0F: 3 clusters Score -598967.9 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -600183.375000 Penalty: 4270.627930
	Iteration 1F: 3 clusters Score -600183.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -600438.187500 Penalty: 4270.627930
	Iteration 2F: 3 clusters Score -600438.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -600605.375000 Penalty: 4270.627930
	Iteration 3F: 3 clusters Score -600605.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -600742.000000 Penalty: 4270.627930
	Iteration 4Q: 3 clusters Score -600742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -600862.750000 Penalty: 4270.627930
	Iteration 5Q: 3 clusters Score -600862.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -600962.812500 Penalty: 4270.627930
	Iteration 6Q: 3 clusters Score -600962.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -601032.625000 Penalty: 4270.627930
	Iteration 7Q: 3 clusters Score -601032.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -601095.187500 Penalty: 4270.627930
	Iteration 8Q: 3 clusters Score -601095.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -601142.937500 Penalty: 4270.627930
	Iteration 9Q: 3 clusters Score -601142.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -601185.937500 Penalty: 4270.627930
	Iteration 10Q: 3 clusters Score -601185.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -601220.187500 Penalty: 4270.627930
	Iteration 11Q: 3 clusters Score -601220.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -601259.937500 Penalty: 4270.627930
	Iteration 12Q: 3 clusters Score -601259.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -601295.250000 Penalty: 4270.627930
	Iteration 13Q: 3 clusters Score -601295.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -601332.937500 Penalty: 4270.627930
	Iteration 14Q: 3 clusters Score -601332.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -601361.125000 Penalty: 4270.627930
	Iteration 15Q: 3 clusters Score -601361.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -601385.687500 Penalty: 4270.627930
	Iteration 16Q: 3 clusters Score -601385.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -601410.250000 Penalty: 4270.627930
	Iteration 17Q: 3 clusters Score -601410.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -601431.562500 Penalty: 4270.627930
	Iteration 18Q: 3 clusters Score -601431.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -601452.625000 Penalty: 4270.627930
	Iteration 19Q: 3 clusters Score -601452.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -601467.687500 Penalty: 4270.627930
	Iteration 20F: 3 clusters Score -601467.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -601482.000000 Penalty: 4270.627930
	Iteration 21Q: 3 clusters Score -601482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -601491.312500 Penalty: 4270.627930
	Iteration 22Q: 3 clusters Score -601491.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -601496.625000 Penalty: 4270.627930
	Iteration 23Q: 3 clusters Score -601496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -601502.062500 Penalty: 4270.627930
	Iteration 24Q: 3 clusters Score -601502.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -601507.875000 Penalty: 4270.627930
	Iteration 25Q: 3 clusters Score -601507.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -601513.812500 Penalty: 4270.627930
	Iteration 26Q: 3 clusters Score -601513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -601520.750000 Penalty: 4270.627930
	Iteration 27Q: 3 clusters Score -601520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -601526.437500 Penalty: 4270.627930
	Iteration 28Q: 3 clusters Score -601526.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -601530.812500 Penalty: 4270.627930
	Iteration 29Q: 3 clusters Score -601530.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -601535.562500 Penalty: 4270.627930
	Iteration 30Q: 3 clusters Score -601535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -601538.437500 Penalty: 4270.627930
	Iteration 31Q: 3 clusters Score -601538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -601542.000000 Penalty: 4270.627930
	Iteration 32Q: 3 clusters Score -601542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -601546.187500 Penalty: 4270.627930
	Iteration 33Q: 3 clusters Score -601546.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -601549.312500 Penalty: 4270.627930
	Iteration 34Q: 3 clusters Score -601549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -601551.937500 Penalty: 4270.627930
	Iteration 35Q: 3 clusters Score -601551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -601554.750000 Penalty: 4270.627930
	Iteration 36Q: 3 clusters Score -601554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -601556.312500 Penalty: 4270.627930
	Iteration 37Q: 3 clusters Score -601556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -601556.562500 Penalty: 4270.627930
	Iteration 38Q: 3 clusters Score -601556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -601556.500000 Penalty: 4270.627930
	Iteration 39Q: 3 clusters Score -601556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -601558.500000 Penalty: 4270.627930
	Iteration 40F: 3 clusters Score -601558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -601557.812500 Penalty: 4270.627930
	Iteration 41Q: 3 clusters Score -601557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -601559.375000 Penalty: 4270.627930
	Iteration 42Q: 3 clusters Score -601559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -601560.000000 Penalty: 4270.627930
	Iteration 43Q: 3 clusters Score -601560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -601560.500000 Penalty: 4270.627930
	Iteration 44Q: 3 clusters Score -601560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -601562.625000 Penalty: 4270.627930
	Iteration 45Q: 3 clusters Score -601562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -601562.562500 Penalty: 4270.627930
	Iteration 46Q: 3 clusters Score -601562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -601563.000000 Penalty: 4270.627930
	Iteration 47Q: 3 clusters Score -601563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -601564.250000 Penalty: 4270.627930
	Iteration 48Q: 3 clusters Score -601564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -601563.812500 Penalty: 4270.627930
	Iteration 49Q: 3 clusters Score -601563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -601566.937500 Penalty: 4270.627930
	Iteration 50Q: 3 clusters Score -601566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -601567.750000 Penalty: 4270.627930
	Iteration 51Q: 3 clusters Score -601567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -601567.750000 Penalty: 4270.627930
	Iteration 52F: 3 clusters Score -601567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Entering Unmasked Estep 
Score: -1319181.625000 Penalty: 2327.700439
	Iteration 0F: 2 clusters Score -1319182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1310289.250000 Penalty: 4655.400879
	Iteration 0F: 3 clusters Score -1310289 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1313037.625000 Penalty: 4655.400879
	Iteration 1F: 3 clusters Score -1313038 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1313472.625000 Penalty: 4655.400879
	Iteration 2F: 3 clusters Score -1313473 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1313927.500000 Penalty: 4655.400879
	Iteration 3F: 3 clusters Score -1313928 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1314413.750000 Penalty: 4655.400879
	Iteration 4F: 3 clusters Score -1314414 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1314925.375000 Penalty: 4655.400879
	Iteration 5F: 3 clusters Score -1314925 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1315399.500000 Penalty: 4655.400879
	Iteration 6F: 3 clusters Score -1315400 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1315831.125000 Penalty: 4655.400879
	Iteration 7F: 3 clusters Score -1315831 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1316225.250000 Penalty: 4655.400879
	Iteration 8F: 3 clusters Score -1316225 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1316559.125000 Penalty: 4655.400879
	Iteration 9Q: 3 clusters Score -1316559 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1316844.750000 Penalty: 4655.400879
	Iteration 10Q: 3 clusters Score -1316845 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1317068.500000 Penalty: 4655.400879
	Iteration 11Q: 3 clusters Score -1317068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1317268.000000 Penalty: 4655.400879
	Iteration 12Q: 3 clusters Score -1317268 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1317419.125000 Penalty: 4655.400879
	Iteration 13Q: 3 clusters Score -1317419 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1317556.000000 Penalty: 4655.400879
	Iteration 14Q: 3 clusters Score -1317556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1317670.125000 Penalty: 4655.400879
	Iteration 15Q: 3 clusters Score -1317670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1317760.375000 Penalty: 4655.400879
	Iteration 16Q: 3 clusters Score -1317760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1317831.250000 Penalty: 4655.400879
	Iteration 17Q: 3 clusters Score -1317831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1317899.500000 Penalty: 4655.400879
	Iteration 18Q: 3 clusters Score -1317900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1317964.375000 Penalty: 4655.400879
	Iteration 19Q: 3 clusters Score -1317964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1318026.250000 Penalty: 4655.400879
	Iteration 20F: 3 clusters Score -1318026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1318060.000000 Penalty: 4655.400879
	Iteration 21Q: 3 clusters Score -1318060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1318091.375000 Penalty: 4655.400879
	Iteration 22Q: 3 clusters Score -1318091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1318112.250000 Penalty: 4655.400879
	Iteration 23Q: 3 clusters Score -1318112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1318133.375000 Penalty: 4655.400879
	Iteration 24Q: 3 clusters Score -1318133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1318159.375000 Penalty: 4655.400879
	Iteration 25Q: 3 clusters Score -1318159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1318175.000000 Penalty: 4655.400879
	Iteration 26Q: 3 clusters Score -1318175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1318189.000000 Penalty: 4655.400879
	Iteration 27Q: 3 clusters Score -1318189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1318204.125000 Penalty: 4655.400879
	Iteration 28Q: 3 clusters Score -1318204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1318214.750000 Penalty: 4655.400879
	Iteration 29Q: 3 clusters Score -1318215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1318226.750000 Penalty: 4655.400879
	Iteration 30Q: 3 clusters Score -1318227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1318234.500000 Penalty: 4655.400879
	Iteration 31Q: 3 clusters Score -1318234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1318242.875000 Penalty: 4655.400879
	Iteration 32Q: 3 clusters Score -1318243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1318249.500000 Penalty: 4655.400879
	Iteration 33Q: 3 clusters Score -1318250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1318253.625000 Penalty: 4655.400879
	Iteration 34Q: 3 clusters Score -1318254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1318257.125000 Penalty: 4655.400879
	Iteration 35Q: 3 clusters Score -1318257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1318260.125000 Penalty: 4655.400879
	Iteration 36Q: 3 clusters Score -1318260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1318261.875000 Penalty: 4655.400879
	Iteration 37Q: 3 clusters Score -1318262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1318262.875000 Penalty: 4655.400879
	Iteration 38Q: 3 clusters Score -1318263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1318263.875000 Penalty: 4655.400879
	Iteration 39Q: 3 clusters Score -1318264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1318266.250000 Penalty: 4655.400879
	Iteration 40F: 3 clusters Score -1318266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1318267.000000 Penalty: 4655.400879
	Iteration 41Q: 3 clusters Score -1318267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1318267.000000 Penalty: 4655.400879
	Iteration 42F: 3 clusters Score -1318267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -23349.250000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -23349.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22190.226562 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -22190.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22303.248047 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -22303.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22356.794922 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -22356.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22371.435547 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -22371.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22374.580078 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -22374.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22379.658203 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -22379.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22385.265625 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -22385.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22407.816406 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -22407.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22415.052734 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -22415.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22415.052734 Penalty: 2798.385986
	Iteration 9F: 3 clusters Score -22415.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -33839.601562 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -33839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32493.818359 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -32493.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32618.966797 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -32618.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32684.154297 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -32684.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32732.521484 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -32732.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32762.189453 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -32762.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32765.060547 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -32765.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32767.716797 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -32767.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32767.716797 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -32767.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -713026.187500 Penalty: 2172.436768
	Iteration 0F: 2 clusters Score -713026.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -707677.750000 Penalty: 4344.873535
	Iteration 0F: 3 clusters Score -707677.8 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -709003.312500 Penalty: 4344.873535
	Iteration 1F: 3 clusters Score -709003.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -709208.250000 Penalty: 4344.873535
	Iteration 2F: 3 clusters Score -709208.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -709345.687500 Penalty: 4344.873535
	Iteration 3Q: 3 clusters Score -709345.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -709453.500000 Penalty: 4344.873535
	Iteration 4Q: 3 clusters Score -709453.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -709513.750000 Penalty: 4344.873535
	Iteration 5Q: 3 clusters Score -709513.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -709562.812500 Penalty: 4344.873535
	Iteration 6Q: 3 clusters Score -709562.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -709596.312500 Penalty: 4344.873535
	Iteration 7Q: 3 clusters Score -709596.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -709625.375000 Penalty: 4344.873535
	Iteration 8Q: 3 clusters Score -709625.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -709653.750000 Penalty: 4344.873535
	Iteration 9Q: 3 clusters Score -709653.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -709668.937500 Penalty: 4344.873535
	Iteration 10Q: 3 clusters Score -709668.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -709682.750000 Penalty: 4344.873535
	Iteration 11Q: 3 clusters Score -709682.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -709694.062500 Penalty: 4344.873535
	Iteration 12Q: 3 clusters Score -709694.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -709706.000000 Penalty: 4344.873535
	Iteration 13Q: 3 clusters Score -709706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -709717.062500 Penalty: 4344.873535
	Iteration 14Q: 3 clusters Score -709717.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -709725.125000 Penalty: 4344.873535
	Iteration 15Q: 3 clusters Score -709725.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -709734.125000 Penalty: 4344.873535
	Iteration 16Q: 3 clusters Score -709734.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -709741.875000 Penalty: 4344.873535
	Iteration 17Q: 3 clusters Score -709741.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -709750.187500 Penalty: 4344.873535
	Iteration 18Q: 3 clusters Score -709750.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -709758.187500 Penalty: 4344.873535
	Iteration 19Q: 3 clusters Score -709758.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -709768.437500 Penalty: 4344.873535
	Iteration 20F: 3 clusters Score -709768.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -709777.187500 Penalty: 4344.873535
	Iteration 21Q: 3 clusters Score -709777.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -709785.187500 Penalty: 4344.873535
	Iteration 22Q: 3 clusters Score -709785.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -709798.187500 Penalty: 4344.873535
	Iteration 23Q: 3 clusters Score -709798.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -709809.687500 Penalty: 4344.873535
	Iteration 24Q: 3 clusters Score -709809.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -709821.937500 Penalty: 4344.873535
	Iteration 25Q: 3 clusters Score -709821.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -709834.312500 Penalty: 4344.873535
	Iteration 26Q: 3 clusters Score -709834.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -709846.500000 Penalty: 4344.873535
	Iteration 27Q: 3 clusters Score -709846.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -709854.062500 Penalty: 4344.873535
	Iteration 28Q: 3 clusters Score -709854.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -709867.875000 Penalty: 4344.873535
	Iteration 29Q: 3 clusters Score -709867.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -709881.062500 Penalty: 4344.873535
	Iteration 30Q: 3 clusters Score -709881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -709898.937500 Penalty: 4344.873535
	Iteration 31Q: 3 clusters Score -709898.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -709917.062500 Penalty: 4344.873535
	Iteration 32Q: 3 clusters Score -709917.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -709943.125000 Penalty: 4344.873535
	Iteration 33Q: 3 clusters Score -709943.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -709978.500000 Penalty: 4344.873535
	Iteration 34Q: 3 clusters Score -709978.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -710025.500000 Penalty: 4344.873535
	Iteration 35Q: 3 clusters Score -710025.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -710075.875000 Penalty: 4344.873535
	Iteration 36Q: 3 clusters Score -710075.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -710127.187500 Penalty: 4344.873535
	Iteration 37Q: 3 clusters Score -710127.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -710182.562500 Penalty: 4344.873535
	Iteration 38Q: 3 clusters Score -710182.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -710251.250000 Penalty: 4344.873535
	Iteration 39Q: 3 clusters Score -710251.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -710325.750000 Penalty: 4344.873535
	Iteration 40F: 3 clusters Score -710325.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -710421.250000 Penalty: 4344.873535
	Iteration 41Q: 3 clusters Score -710421.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -710524.312500 Penalty: 4344.873535
	Iteration 42Q: 3 clusters Score -710524.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -710607.062500 Penalty: 4344.873535
	Iteration 43Q: 3 clusters Score -710607.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -710696.250000 Penalty: 4344.873535
	Iteration 44Q: 3 clusters Score -710696.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -710777.937500 Penalty: 4344.873535
	Iteration 45Q: 3 clusters Score -710777.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -710841.375000 Penalty: 4344.873535
	Iteration 46Q: 3 clusters Score -710841.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -710899.750000 Penalty: 4344.873535
	Iteration 47Q: 3 clusters Score -710899.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -710953.875000 Penalty: 4344.873535
	Iteration 48Q: 3 clusters Score -710953.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -710990.812500 Penalty: 4344.873535
	Iteration 49Q: 3 clusters Score -710990.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -711022.125000 Penalty: 4344.873535
	Iteration 50Q: 3 clusters Score -711022.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -711042.687500 Penalty: 4344.873535
	Iteration 51Q: 3 clusters Score -711042.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -711061.625000 Penalty: 4344.873535
	Iteration 52Q: 3 clusters Score -711061.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -711081.375000 Penalty: 4344.873535
	Iteration 53Q: 3 clusters Score -711081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -711091.625000 Penalty: 4344.873535
	Iteration 54Q: 3 clusters Score -711091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -711100.500000 Penalty: 4344.873535
	Iteration 55Q: 3 clusters Score -711100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -711105.687500 Penalty: 4344.873535
	Iteration 56Q: 3 clusters Score -711105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -711112.437500 Penalty: 4344.873535
	Iteration 57Q: 3 clusters Score -711112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -711114.437500 Penalty: 4344.873535
	Iteration 58Q: 3 clusters Score -711114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -711116.437500 Penalty: 4344.873535
	Iteration 59Q: 3 clusters Score -711116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -711119.750000 Penalty: 4344.873535
	Iteration 60F: 3 clusters Score -711119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -711123.000000 Penalty: 4344.873535
	Iteration 61Q: 3 clusters Score -711123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -711125.500000 Penalty: 4344.873535
	Iteration 62Q: 3 clusters Score -711125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -711129.312500 Penalty: 4344.873535
	Iteration 63Q: 3 clusters Score -711129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -711132.750000 Penalty: 4344.873535
	Iteration 64Q: 3 clusters Score -711132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -711139.062500 Penalty: 4344.873535
	Iteration 65Q: 3 clusters Score -711139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -711141.625000 Penalty: 4344.873535
	Iteration 66Q: 3 clusters Score -711141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711142.937500 Penalty: 4344.873535
	Iteration 67Q: 3 clusters Score -711142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711144.687500 Penalty: 4344.873535
	Iteration 68Q: 3 clusters Score -711144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -711144.437500 Penalty: 4344.873535
	Iteration 69Q: 3 clusters Score -711144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -711144.562500 Penalty: 4344.873535
	Iteration 70Q: 3 clusters Score -711144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -711146.187500 Penalty: 4344.873535
	Iteration 71Q: 3 clusters Score -711146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -711147.125000 Penalty: 4344.873535
	Iteration 72Q: 3 clusters Score -711147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -711147.125000 Penalty: 4344.873535
	Iteration 73F: 3 clusters Score -711147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Entering Unmasked Estep 
Score: -3201278.750000 Penalty: 2562.017090
	Iteration 0F: 2 clusters Score -3201279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3180181.500000 Penalty: 5124.034180
	Iteration 0F: 3 clusters Score -3180182 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3187896.250000 Penalty: 5124.034180
	Iteration 1F: 3 clusters Score -3187896 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3188566.000000 Penalty: 5124.034180
	Iteration 2F: 3 clusters Score -3188566 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3189287.750000 Penalty: 5124.034180
	Iteration 3F: 3 clusters Score -3189288 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3190048.750000 Penalty: 5124.034180
	Iteration 4F: 3 clusters Score -3190049 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3190862.000000 Penalty: 5124.034180
	Iteration 5Q: 3 clusters Score -3190862 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3191726.500000 Penalty: 5124.034180
	Iteration 6F: 3 clusters Score -3191726 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3192533.500000 Penalty: 5124.034180
	Iteration 7Q: 3 clusters Score -3192534 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3193271.750000 Penalty: 5124.034180
	Iteration 8Q: 3 clusters Score -3193272 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3193953.000000 Penalty: 5124.034180
	Iteration 9Q: 3 clusters Score -3193953 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3194548.750000 Penalty: 5124.034180
	Iteration 10Q: 3 clusters Score -3194549 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3195141.250000 Penalty: 5124.034180
	Iteration 11Q: 3 clusters Score -3195141 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3195634.250000 Penalty: 5124.034180
	Iteration 12Q: 3 clusters Score -3195634 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3196167.000000 Penalty: 5124.034180
	Iteration 13Q: 3 clusters Score -3196167 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3196699.250000 Penalty: 5124.034180
	Iteration 14Q: 3 clusters Score -3196699 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3197209.250000 Penalty: 5124.034180
	Iteration 15Q: 3 clusters Score -3197209 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3197616.250000 Penalty: 5124.034180
	Iteration 16Q: 3 clusters Score -3197616 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3197978.750000 Penalty: 5124.034180
	Iteration 17Q: 3 clusters Score -3197979 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3198304.750000 Penalty: 5124.034180
	Iteration 18Q: 3 clusters Score -3198305 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3198556.500000 Penalty: 5124.034180
	Iteration 19Q: 3 clusters Score -3198556 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3198752.500000 Penalty: 5124.034180
	Iteration 20F: 3 clusters Score -3198752 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3198896.000000 Penalty: 5124.034180
	Iteration 21Q: 3 clusters Score -3198896 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3199000.250000 Penalty: 5124.034180
	Iteration 22Q: 3 clusters Score -3199000 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3199089.000000 Penalty: 5124.034180
	Iteration 23Q: 3 clusters Score -3199089 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3199181.250000 Penalty: 5124.034180
	Iteration 24Q: 3 clusters Score -3199181 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3199243.250000 Penalty: 5124.034180
	Iteration 25Q: 3 clusters Score -3199243 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3199288.750000 Penalty: 5124.034180
	Iteration 26Q: 3 clusters Score -3199289 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3199323.250000 Penalty: 5124.034180
	Iteration 27Q: 3 clusters Score -3199323 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3199357.500000 Penalty: 5124.034180
	Iteration 28Q: 3 clusters Score -3199358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3199382.000000 Penalty: 5124.034180
	Iteration 29Q: 3 clusters Score -3199382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3199413.250000 Penalty: 5124.034180
	Iteration 30Q: 3 clusters Score -3199413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3199428.250000 Penalty: 5124.034180
	Iteration 31Q: 3 clusters Score -3199428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3199444.750000 Penalty: 5124.034180
	Iteration 32Q: 3 clusters Score -3199445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3199463.500000 Penalty: 5124.034180
	Iteration 33Q: 3 clusters Score -3199464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3199471.250000 Penalty: 5124.034180
	Iteration 34Q: 3 clusters Score -3199471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3199489.000000 Penalty: 5124.034180
	Iteration 35Q: 3 clusters Score -3199489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3199504.500000 Penalty: 5124.034180
	Iteration 36Q: 3 clusters Score -3199504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3199509.000000 Penalty: 5124.034180
	Iteration 37Q: 3 clusters Score -3199509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3199515.000000 Penalty: 5124.034180
	Iteration 38Q: 3 clusters Score -3199515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3199518.000000 Penalty: 5124.034180
	Iteration 39Q: 3 clusters Score -3199518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3199526.250000 Penalty: 5124.034180
	Iteration 40F: 3 clusters Score -3199526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3199532.500000 Penalty: 5124.034180
	Iteration 41Q: 3 clusters Score -3199532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3199546.000000 Penalty: 5124.034180
	Iteration 42Q: 3 clusters Score -3199546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3199551.500000 Penalty: 5124.034180
	Iteration 43Q: 3 clusters Score -3199552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3199569.750000 Penalty: 5124.034180
	Iteration 44Q: 3 clusters Score -3199570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3199594.750000 Penalty: 5124.034180
	Iteration 45Q: 3 clusters Score -3199595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3199603.000000 Penalty: 5124.034180
	Iteration 46Q: 3 clusters Score -3199603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3199609.250000 Penalty: 5124.034180
	Iteration 47Q: 3 clusters Score -3199609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3199619.000000 Penalty: 5124.034180
	Iteration 48Q: 3 clusters Score -3199619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3199618.500000 Penalty: 5124.034180
	Iteration 49Q: 3 clusters Score -3199618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3199628.000000 Penalty: 5124.034180
	Iteration 50Q: 3 clusters Score -3199628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3199634.250000 Penalty: 5124.034180
	Iteration 51Q: 3 clusters Score -3199634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3199637.500000 Penalty: 5124.034180
	Iteration 52Q: 3 clusters Score -3199638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3199650.000000 Penalty: 5124.034180
	Iteration 53Q: 3 clusters Score -3199650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3199660.750000 Penalty: 5124.034180
	Iteration 54Q: 3 clusters Score -3199661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3199655.500000 Penalty: 5124.034180
	Iteration 55Q: 3 clusters Score -3199656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3199660.500000 Penalty: 5124.034180
	Iteration 56Q: 3 clusters Score -3199660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3199668.750000 Penalty: 5124.034180
	Iteration 57Q: 3 clusters Score -3199669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3199672.250000 Penalty: 5124.034180
	Iteration 58Q: 3 clusters Score -3199672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3199675.500000 Penalty: 5124.034180
	Iteration 59Q: 3 clusters Score -3199676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3199687.250000 Penalty: 5124.034180
	Iteration 60F: 3 clusters Score -3199687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3199694.000000 Penalty: 5124.034180
	Iteration 61Q: 3 clusters Score -3199694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3199705.250000 Penalty: 5124.034180
	Iteration 62Q: 3 clusters Score -3199705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3199710.250000 Penalty: 5124.034180
	Iteration 63Q: 3 clusters Score -3199710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3199713.500000 Penalty: 5124.034180
	Iteration 64Q: 3 clusters Score -3199714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3199716.500000 Penalty: 5124.034180
	Iteration 65Q: 3 clusters Score -3199716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3199715.750000 Penalty: 5124.034180
	Iteration 66Q: 3 clusters Score -3199716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3199718.750000 Penalty: 5124.034180
	Iteration 67Q: 3 clusters Score -3199719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3199718.750000 Penalty: 5124.034180
	Iteration 68F: 3 clusters Score -3199719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Entering Unmasked Estep 
Score: -1626545.500000 Penalty: 2370.935303
	Iteration 0F: 2 clusters Score -1626546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1616267.625000 Penalty: 4741.870605
	Iteration 0F: 3 clusters Score -1616268 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1619582.000000 Penalty: 4741.870605
	Iteration 1F: 3 clusters Score -1619582 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1619903.750000 Penalty: 4741.870605
	Iteration 2F: 3 clusters Score -1619904 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1620112.500000 Penalty: 4741.870605
	Iteration 3Q: 3 clusters Score -1620112 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1620260.000000 Penalty: 4741.870605
	Iteration 4Q: 3 clusters Score -1620260 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1620355.500000 Penalty: 4741.870605
	Iteration 5Q: 3 clusters Score -1620356 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1620445.750000 Penalty: 4741.870605
	Iteration 6Q: 3 clusters Score -1620446 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1620535.125000 Penalty: 4741.870605
	Iteration 7Q: 3 clusters Score -1620535 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1620618.875000 Penalty: 4741.870605
	Iteration 8Q: 3 clusters Score -1620619 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1620697.625000 Penalty: 4741.870605
	Iteration 9Q: 3 clusters Score -1620698 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1620765.500000 Penalty: 4741.870605
	Iteration 10Q: 3 clusters Score -1620766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1620816.500000 Penalty: 4741.870605
	Iteration 11Q: 3 clusters Score -1620816 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1620876.750000 Penalty: 4741.870605
	Iteration 12Q: 3 clusters Score -1620877 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1620941.250000 Penalty: 4741.870605
	Iteration 13Q: 3 clusters Score -1620941 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1621005.625000 Penalty: 4741.870605
	Iteration 14Q: 3 clusters Score -1621006 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1621055.375000 Penalty: 4741.870605
	Iteration 15Q: 3 clusters Score -1621055 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1621104.750000 Penalty: 4741.870605
	Iteration 16Q: 3 clusters Score -1621105 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1621157.125000 Penalty: 4741.870605
	Iteration 17Q: 3 clusters Score -1621157 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1621212.750000 Penalty: 4741.870605
	Iteration 18Q: 3 clusters Score -1621213 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1621262.250000 Penalty: 4741.870605
	Iteration 19Q: 3 clusters Score -1621262 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1621324.875000 Penalty: 4741.870605
	Iteration 20F: 3 clusters Score -1621325 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1621408.750000 Penalty: 4741.870605
	Iteration 21Q: 3 clusters Score -1621409 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1621494.250000 Penalty: 4741.870605
	Iteration 22Q: 3 clusters Score -1621494 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1621572.250000 Penalty: 4741.870605
	Iteration 23Q: 3 clusters Score -1621572 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1621676.500000 Penalty: 4741.870605
	Iteration 24Q: 3 clusters Score -1621676 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1621810.875000 Penalty: 4741.870605
	Iteration 25Q: 3 clusters Score -1621811 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1621964.875000 Penalty: 4741.870605
	Iteration 26Q: 3 clusters Score -1621965 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1622124.625000 Penalty: 4741.870605
	Iteration 27Q: 3 clusters Score -1622125 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1622263.625000 Penalty: 4741.870605
	Iteration 28Q: 3 clusters Score -1622264 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1622395.250000 Penalty: 4741.870605
	Iteration 29Q: 3 clusters Score -1622395 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1622491.250000 Penalty: 4741.870605
	Iteration 30Q: 3 clusters Score -1622491 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1622572.250000 Penalty: 4741.870605
	Iteration 31Q: 3 clusters Score -1622572 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1622634.500000 Penalty: 4741.870605
	Iteration 32Q: 3 clusters Score -1622634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1622685.875000 Penalty: 4741.870605
	Iteration 33Q: 3 clusters Score -1622686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1622718.250000 Penalty: 4741.870605
	Iteration 34Q: 3 clusters Score -1622718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1622734.625000 Penalty: 4741.870605
	Iteration 35Q: 3 clusters Score -1622735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1622760.875000 Penalty: 4741.870605
	Iteration 36Q: 3 clusters Score -1622761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1622789.375000 Penalty: 4741.870605
	Iteration 37Q: 3 clusters Score -1622789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1622818.750000 Penalty: 4741.870605
	Iteration 38Q: 3 clusters Score -1622819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1622841.375000 Penalty: 4741.870605
	Iteration 39Q: 3 clusters Score -1622841 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1622872.750000 Penalty: 4741.870605
	Iteration 40F: 3 clusters Score -1622873 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1622900.000000 Penalty: 4741.870605
	Iteration 41Q: 3 clusters Score -1622900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1622920.250000 Penalty: 4741.870605
	Iteration 42Q: 3 clusters Score -1622920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1622960.500000 Penalty: 4741.870605
	Iteration 43Q: 3 clusters Score -1622960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1623001.250000 Penalty: 4741.870605
	Iteration 44Q: 3 clusters Score -1623001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1623044.250000 Penalty: 4741.870605
	Iteration 45Q: 3 clusters Score -1623044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1623088.250000 Penalty: 4741.870605
	Iteration 46Q: 3 clusters Score -1623088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1623148.625000 Penalty: 4741.870605
	Iteration 47Q: 3 clusters Score -1623149 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1623220.375000 Penalty: 4741.870605
	Iteration 48Q: 3 clusters Score -1623220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1623284.375000 Penalty: 4741.870605
	Iteration 49Q: 3 clusters Score -1623284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1623352.375000 Penalty: 4741.870605
	Iteration 50Q: 3 clusters Score -1623352 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1623425.375000 Penalty: 4741.870605
	Iteration 51Q: 3 clusters Score -1623425 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1623494.625000 Penalty: 4741.870605
	Iteration 52Q: 3 clusters Score -1623495 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1623557.125000 Penalty: 4741.870605
	Iteration 53Q: 3 clusters Score -1623557 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1623611.875000 Penalty: 4741.870605
	Iteration 54Q: 3 clusters Score -1623612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1623670.750000 Penalty: 4741.870605
	Iteration 55Q: 3 clusters Score -1623671 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1623727.125000 Penalty: 4741.870605
	Iteration 56Q: 3 clusters Score -1623727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1623776.125000 Penalty: 4741.870605
	Iteration 57Q: 3 clusters Score -1623776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1623838.875000 Penalty: 4741.870605
	Iteration 58Q: 3 clusters Score -1623839 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1623893.750000 Penalty: 4741.870605
	Iteration 59Q: 3 clusters Score -1623894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1623957.500000 Penalty: 4741.870605
	Iteration 60F: 3 clusters Score -1623958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1624019.875000 Penalty: 4741.870605
	Iteration 61Q: 3 clusters Score -1624020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1624096.875000 Penalty: 4741.870605
	Iteration 62Q: 3 clusters Score -1624097 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1624196.500000 Penalty: 4741.870605
	Iteration 63Q: 3 clusters Score -1624196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1624260.250000 Penalty: 4741.870605
	Iteration 64Q: 3 clusters Score -1624260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1624313.875000 Penalty: 4741.870605
	Iteration 65Q: 3 clusters Score -1624314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1624344.875000 Penalty: 4741.870605
	Iteration 66Q: 3 clusters Score -1624345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1624382.375000 Penalty: 4741.870605
	Iteration 67Q: 3 clusters Score -1624382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1624416.125000 Penalty: 4741.870605
	Iteration 68Q: 3 clusters Score -1624416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1624463.375000 Penalty: 4741.870605
	Iteration 69Q: 3 clusters Score -1624463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1624495.750000 Penalty: 4741.870605
	Iteration 70Q: 3 clusters Score -1624496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1624529.000000 Penalty: 4741.870605
	Iteration 71Q: 3 clusters Score -1624529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1624550.875000 Penalty: 4741.870605
	Iteration 72Q: 3 clusters Score -1624551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1624570.875000 Penalty: 4741.870605
	Iteration 73Q: 3 clusters Score -1624571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1624582.375000 Penalty: 4741.870605
	Iteration 74Q: 3 clusters Score -1624582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1624596.625000 Penalty: 4741.870605
	Iteration 75Q: 3 clusters Score -1624597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1624599.500000 Penalty: 4741.870605
	Iteration 76Q: 3 clusters Score -1624600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1624607.750000 Penalty: 4741.870605
	Iteration 77Q: 3 clusters Score -1624608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1624615.000000 Penalty: 4741.870605
	Iteration 78Q: 3 clusters Score -1624615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1624619.750000 Penalty: 4741.870605
	Iteration 79Q: 3 clusters Score -1624620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1624625.750000 Penalty: 4741.870605
	Iteration 80F: 3 clusters Score -1624626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1624629.250000 Penalty: 4741.870605
	Iteration 81Q: 3 clusters Score -1624629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1624635.375000 Penalty: 4741.870605
	Iteration 82Q: 3 clusters Score -1624635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1624632.375000 Penalty: 4741.870605
	Iteration 83Q: 3 clusters Score -1624632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1624638.000000 Penalty: 4741.870605
	Iteration 84Q: 3 clusters Score -1624638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1624637.750000 Penalty: 4741.870605
	Iteration 85Q: 3 clusters Score -1624638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1624646.125000 Penalty: 4741.870605
	Iteration 86Q: 3 clusters Score -1624646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1624644.250000 Penalty: 4741.870605
	Iteration 87Q: 3 clusters Score -1624644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1624647.750000 Penalty: 4741.870605
	Iteration 88Q: 3 clusters Score -1624648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1624647.875000 Penalty: 4741.870605
	Iteration 89Q: 3 clusters Score -1624648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1624647.750000 Penalty: 4741.870605
	Iteration 90Q: 3 clusters Score -1624648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1624648.000000 Penalty: 4741.870605
	Iteration 91Q: 3 clusters Score -1624648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1624649.625000 Penalty: 4741.870605
	Iteration 92Q: 3 clusters Score -1624650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1624650.750000 Penalty: 4741.870605
	Iteration 93Q: 3 clusters Score -1624651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1624649.250000 Penalty: 4741.870605
	Iteration 94Q: 3 clusters Score -1624649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1624649.250000 Penalty: 4741.870605
	Iteration 95F: 3 clusters Score -1624649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -280272.562500 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -280272.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -277283.250000 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -277283.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -277852.562500 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -277852.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278031.343750 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -278031.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -278113.437500 Penalty: 3889.575439
	Iteration 3Q: 3 clusters Score -278113.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -278155.343750 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -278155.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -278187.156250 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -278187.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -278211.812500 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -278211.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -278227.531250 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -278227.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -278244.062500 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -278244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -278256.437500 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -278256.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -278267.406250 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -278267.4 nChanged 13
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: -278272.906250 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -278272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -278274.656250 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -278274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -278277.875000 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -278277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278279.875000 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -278279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -278281.093750 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -278281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278283.406250 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -278283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278284.343750 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -278284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -278284.750000 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -278284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -278284.750000 Penalty: 3889.575439
	Iteration 19F: 3 clusters Score -278284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -359425.093750 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -359425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -356033.562500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -356033.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -356661.375000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -356661.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -356806.875000 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -356806.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -356887.343750 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -356887.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -356936.375000 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -356936.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -356971.750000 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -356971.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -356997.781250 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -356997.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -357017.156250 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -357017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -357033.875000 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -357033.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -357045.875000 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -357045.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -357058.031250 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -357058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -357066.375000 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -357066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -357074.000000 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -357074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357077.750000 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -357077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -357083.187500 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -357083.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -357094.531250 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -357094.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -357102.531250 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -357102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -357111.718750 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -357111.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -357119.875000 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -357119.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -357127.031250 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -357127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -357132.906250 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -357132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -357136.031250 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -357136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -357138.656250 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -357138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357139.968750 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -357140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -357142.187500 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -357142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -357146.281250 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -357146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -357151.843750 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -357151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -357157.593750 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -357157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -357161.906250 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -357161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -357164.187500 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -357164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -357166.031250 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -357166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357170.656250 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -357170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -357174.625000 Penalty: 3999.123047
	Iteration 32Q: 3 clusters Score -357174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -357179.062500 Penalty: 3999.123047
	Iteration 33Q: 3 clusters Score -357179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -357182.625000 Penalty: 3999.123047
	Iteration 34Q: 3 clusters Score -357182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -357185.531250 Penalty: 3999.123047
	Iteration 35Q: 3 clusters Score -357185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357187.593750 Penalty: 3999.123047
	Iteration 36Q: 3 clusters Score -357187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -357189.812500 Penalty: 3999.123047
	Iteration 37Q: 3 clusters Score -357189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357191.687500 Penalty: 3999.123047
	Iteration 38Q: 3 clusters Score -357191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -357193.968750 Penalty: 3999.123047
	Iteration 39Q: 3 clusters Score -357194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -357197.468750 Penalty: 3999.123047
	Iteration 40F: 3 clusters Score -357197.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -357202.968750 Penalty: 3999.123047
	Iteration 41Q: 3 clusters Score -357203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -357204.312500 Penalty: 3999.123047
	Iteration 42Q: 3 clusters Score -357204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -357207.093750 Penalty: 3999.123047
	Iteration 43Q: 3 clusters Score -357207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -357209.281250 Penalty: 3999.123047
	Iteration 44Q: 3 clusters Score -357209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -357210.937500 Penalty: 3999.123047
	Iteration 45Q: 3 clusters Score -357210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -357211.250000 Penalty: 3999.123047
	Iteration 46Q: 3 clusters Score -357211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -357212.406250 Penalty: 3999.123047
	Iteration 47Q: 3 clusters Score -357212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -357213.156250 Penalty: 3999.123047
	Iteration 48Q: 3 clusters Score -357213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -357213.156250 Penalty: 3999.123047
	Iteration 49F: 3 clusters Score -357213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -528797.125000 Penalty: 2098.601562
	Iteration 0F: 2 clusters Score -528797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -524384.875000 Penalty: 4197.203125
	Iteration 0F: 3 clusters Score -524384.9 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -525434.187500 Penalty: 4197.203125
	Iteration 1F: 3 clusters Score -525434.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -525630.875000 Penalty: 4197.203125
	Iteration 2F: 3 clusters Score -525630.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -525740.687500 Penalty: 4197.203125
	Iteration 3Q: 3 clusters Score -525740.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -525825.000000 Penalty: 4197.203125
	Iteration 4Q: 3 clusters Score -525825 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -525891.250000 Penalty: 4197.203125
	Iteration 5Q: 3 clusters Score -525891.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -525935.375000 Penalty: 4197.203125
	Iteration 6Q: 3 clusters Score -525935.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -525980.375000 Penalty: 4197.203125
	Iteration 7Q: 3 clusters Score -525980.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -526025.375000 Penalty: 4197.203125
	Iteration 8Q: 3 clusters Score -526025.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -526067.750000 Penalty: 4197.203125
	Iteration 9Q: 3 clusters Score -526067.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -526106.250000 Penalty: 4197.203125
	Iteration 10Q: 3 clusters Score -526106.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -526137.625000 Penalty: 4197.203125
	Iteration 11Q: 3 clusters Score -526137.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -526164.875000 Penalty: 4197.203125
	Iteration 12Q: 3 clusters Score -526164.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -526187.250000 Penalty: 4197.203125
	Iteration 13Q: 3 clusters Score -526187.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -526213.000000 Penalty: 4197.203125
	Iteration 14Q: 3 clusters Score -526213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -526242.875000 Penalty: 4197.203125
	Iteration 15Q: 3 clusters Score -526242.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -526271.812500 Penalty: 4197.203125
	Iteration 16Q: 3 clusters Score -526271.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -526299.875000 Penalty: 4197.203125
	Iteration 17Q: 3 clusters Score -526299.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -526323.812500 Penalty: 4197.203125
	Iteration 18Q: 3 clusters Score -526323.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -526345.687500 Penalty: 4197.203125
	Iteration 19Q: 3 clusters Score -526345.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -526366.437500 Penalty: 4197.203125
	Iteration 20F: 3 clusters Score -526366.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -526384.750000 Penalty: 4197.203125
	Iteration 21Q: 3 clusters Score -526384.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -526404.000000 Penalty: 4197.203125
	Iteration 22Q: 3 clusters Score -526404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -526425.187500 Penalty: 4197.203125
	Iteration 23Q: 3 clusters Score -526425.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -526447.562500 Penalty: 4197.203125
	Iteration 24Q: 3 clusters Score -526447.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -526467.625000 Penalty: 4197.203125
	Iteration 25Q: 3 clusters Score -526467.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -526487.312500 Penalty: 4197.203125
	Iteration 26Q: 3 clusters Score -526487.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -526510.875000 Penalty: 4197.203125
	Iteration 27Q: 3 clusters Score -526510.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -526534.250000 Penalty: 4197.203125
	Iteration 28Q: 3 clusters Score -526534.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -526555.437500 Penalty: 4197.203125
	Iteration 29Q: 3 clusters Score -526555.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -526581.437500 Penalty: 4197.203125
	Iteration 30Q: 3 clusters Score -526581.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -526603.812500 Penalty: 4197.203125
	Iteration 31Q: 3 clusters Score -526603.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -526624.375000 Penalty: 4197.203125
	Iteration 32Q: 3 clusters Score -526624.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -526639.625000 Penalty: 4197.203125
	Iteration 33Q: 3 clusters Score -526639.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -526655.562500 Penalty: 4197.203125
	Iteration 34Q: 3 clusters Score -526655.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -526669.750000 Penalty: 4197.203125
	Iteration 35Q: 3 clusters Score -526669.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -526679.875000 Penalty: 4197.203125
	Iteration 36Q: 3 clusters Score -526679.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -526695.437500 Penalty: 4197.203125
	Iteration 37Q: 3 clusters Score -526695.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -526705.750000 Penalty: 4197.203125
	Iteration 38Q: 3 clusters Score -526705.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -526716.000000 Penalty: 4197.203125
	Iteration 39Q: 3 clusters Score -526716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -526727.187500 Penalty: 4197.203125
	Iteration 40F: 3 clusters Score -526727.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -526741.625000 Penalty: 4197.203125
	Iteration 41Q: 3 clusters Score -526741.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -526755.750000 Penalty: 4197.203125
	Iteration 42Q: 3 clusters Score -526755.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -526760.875000 Penalty: 4197.203125
	Iteration 43Q: 3 clusters Score -526760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -526769.500000 Penalty: 4197.203125
	Iteration 44Q: 3 clusters Score -526769.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -526775.562500 Penalty: 4197.203125
	Iteration 45Q: 3 clusters Score -526775.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -526779.687500 Penalty: 4197.203125
	Iteration 46Q: 3 clusters Score -526779.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -526791.250000 Penalty: 4197.203125
	Iteration 47Q: 3 clusters Score -526791.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -526808.437500 Penalty: 4197.203125
	Iteration 48Q: 3 clusters Score -526808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -526820.062500 Penalty: 4197.203125
	Iteration 49Q: 3 clusters Score -526820.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -526836.562500 Penalty: 4197.203125
	Iteration 50Q: 3 clusters Score -526836.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -526850.875000 Penalty: 4197.203125
	Iteration 51Q: 3 clusters Score -526850.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -526868.687500 Penalty: 4197.203125
	Iteration 52Q: 3 clusters Score -526868.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -526876.750000 Penalty: 4197.203125
	Iteration 53Q: 3 clusters Score -526876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -526882.687500 Penalty: 4197.203125
	Iteration 54Q: 3 clusters Score -526882.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -526886.375000 Penalty: 4197.203125
	Iteration 55Q: 3 clusters Score -526886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -526888.437500 Penalty: 4197.203125
	Iteration 56Q: 3 clusters Score -526888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -526891.000000 Penalty: 4197.203125
	Iteration 57Q: 3 clusters Score -526891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -526892.500000 Penalty: 4197.203125
	Iteration 58Q: 3 clusters Score -526892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -526894.500000 Penalty: 4197.203125
	Iteration 59Q: 3 clusters Score -526894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -526897.937500 Penalty: 4197.203125
	Iteration 60F: 3 clusters Score -526897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -526898.812500 Penalty: 4197.203125
	Iteration 61Q: 3 clusters Score -526898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -526900.625000 Penalty: 4197.203125
	Iteration 62Q: 3 clusters Score -526900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -526901.500000 Penalty: 4197.203125
	Iteration 63Q: 3 clusters Score -526901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -526902.187500 Penalty: 4197.203125
	Iteration 64Q: 3 clusters Score -526902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -526902.500000 Penalty: 4197.203125
	Iteration 65Q: 3 clusters Score -526902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -526902.500000 Penalty: 4197.203125
	Iteration 66F: 3 clusters Score -526902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -43232.179688 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -43232.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41802.867188 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -41802.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42022.292969 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -42022.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42109.804688 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -42109.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42163.562500 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -42163.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42192.156250 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -42192.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42234.042969 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -42234.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42299.992188 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -42299.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42348.902344 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -42348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42410.132812 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -42410.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42489.882812 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -42489.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42579.988281 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -42579.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42662.246094 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -42662.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42775.367188 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -42775.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42797.867188 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -42797.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42808.300781 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -42808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42813.167969 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -42813.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42813.167969 Penalty: 3054.911377
	Iteration 16F: 3 clusters Score -42813.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -969722.750000 Penalty: 2240.007812
	Iteration 0F: 2 clusters Score -969722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -963145.562500 Penalty: 4480.015625
	Iteration 0F: 3 clusters Score -963145.6 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -964918.687500 Penalty: 4480.015625
	Iteration 1F: 3 clusters Score -964918.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -965164.437500 Penalty: 4480.015625
	Iteration 2F: 3 clusters Score -965164.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -965342.875000 Penalty: 4480.015625
	Iteration 3Q: 3 clusters Score -965342.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -965496.750000 Penalty: 4480.015625
	Iteration 4Q: 3 clusters Score -965496.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -965629.812500 Penalty: 4480.015625
	Iteration 5Q: 3 clusters Score -965629.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -965740.812500 Penalty: 4480.015625
	Iteration 6Q: 3 clusters Score -965740.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -965826.750000 Penalty: 4480.015625
	Iteration 7Q: 3 clusters Score -965826.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -965905.375000 Penalty: 4480.015625
	Iteration 8Q: 3 clusters Score -965905.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -965970.812500 Penalty: 4480.015625
	Iteration 9Q: 3 clusters Score -965970.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -966037.062500 Penalty: 4480.015625
	Iteration 10Q: 3 clusters Score -966037.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -966113.812500 Penalty: 4480.015625
	Iteration 11Q: 3 clusters Score -966113.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -966183.750000 Penalty: 4480.015625
	Iteration 12Q: 3 clusters Score -966183.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -966260.937500 Penalty: 4480.015625
	Iteration 13Q: 3 clusters Score -966260.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -966344.812500 Penalty: 4480.015625
	Iteration 14Q: 3 clusters Score -966344.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -966437.687500 Penalty: 4480.015625
	Iteration 15Q: 3 clusters Score -966437.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -966537.937500 Penalty: 4480.015625
	Iteration 16Q: 3 clusters Score -966537.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -966642.250000 Penalty: 4480.015625
	Iteration 17Q: 3 clusters Score -966642.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -966752.500000 Penalty: 4480.015625
	Iteration 18Q: 3 clusters Score -966752.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -966857.062500 Penalty: 4480.015625
	Iteration 19Q: 3 clusters Score -966857.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -966959.625000 Penalty: 4480.015625
	Iteration 20F: 3 clusters Score -966959.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -967051.625000 Penalty: 4480.015625
	Iteration 21Q: 3 clusters Score -967051.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -967143.125000 Penalty: 4480.015625
	Iteration 22Q: 3 clusters Score -967143.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -967241.625000 Penalty: 4480.015625
	Iteration 23Q: 3 clusters Score -967241.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -967331.750000 Penalty: 4480.015625
	Iteration 24Q: 3 clusters Score -967331.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -967396.750000 Penalty: 4480.015625
	Iteration 25Q: 3 clusters Score -967396.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -967475.375000 Penalty: 4480.015625
	Iteration 26Q: 3 clusters Score -967475.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -967543.750000 Penalty: 4480.015625
	Iteration 27Q: 3 clusters Score -967543.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -967603.125000 Penalty: 4480.015625
	Iteration 28Q: 3 clusters Score -967603.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -967647.937500 Penalty: 4480.015625
	Iteration 29Q: 3 clusters Score -967647.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -967680.937500 Penalty: 4480.015625
	Iteration 30Q: 3 clusters Score -967680.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -967696.812500 Penalty: 4480.015625
	Iteration 31Q: 3 clusters Score -967696.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -967710.750000 Penalty: 4480.015625
	Iteration 32Q: 3 clusters Score -967710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -967720.500000 Penalty: 4480.015625
	Iteration 33Q: 3 clusters Score -967720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -967726.812500 Penalty: 4480.015625
	Iteration 34Q: 3 clusters Score -967726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -967736.250000 Penalty: 4480.015625
	Iteration 35Q: 3 clusters Score -967736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -967743.375000 Penalty: 4480.015625
	Iteration 36Q: 3 clusters Score -967743.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -967750.125000 Penalty: 4480.015625
	Iteration 37Q: 3 clusters Score -967750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -967752.937500 Penalty: 4480.015625
	Iteration 38Q: 3 clusters Score -967752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -967759.500000 Penalty: 4480.015625
	Iteration 39Q: 3 clusters Score -967759.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -967766.937500 Penalty: 4480.015625
	Iteration 40F: 3 clusters Score -967766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -967777.625000 Penalty: 4480.015625
	Iteration 41Q: 3 clusters Score -967777.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -967785.250000 Penalty: 4480.015625
	Iteration 42Q: 3 clusters Score -967785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -967791.750000 Penalty: 4480.015625
	Iteration 43Q: 3 clusters Score -967791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -967792.937500 Penalty: 4480.015625
	Iteration 44Q: 3 clusters Score -967792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -967793.437500 Penalty: 4480.015625
	Iteration 45Q: 3 clusters Score -967793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -967795.500000 Penalty: 4480.015625
	Iteration 46Q: 3 clusters Score -967795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -967795.937500 Penalty: 4480.015625
	Iteration 47Q: 3 clusters Score -967795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -967796.937500 Penalty: 4480.015625
	Iteration 48Q: 3 clusters Score -967796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -967801.750000 Penalty: 4480.015625
	Iteration 49Q: 3 clusters Score -967801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -967805.562500 Penalty: 4480.015625
	Iteration 50Q: 3 clusters Score -967805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -967806.812500 Penalty: 4480.015625
	Iteration 51Q: 3 clusters Score -967806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -967809.187500 Penalty: 4480.015625
	Iteration 52Q: 3 clusters Score -967809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -967810.562500 Penalty: 4480.015625
	Iteration 53Q: 3 clusters Score -967810.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -967815.875000 Penalty: 4480.015625
	Iteration 54Q: 3 clusters Score -967815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -967819.250000 Penalty: 4480.015625
	Iteration 55Q: 3 clusters Score -967819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -967822.125000 Penalty: 4480.015625
	Iteration 56Q: 3 clusters Score -967822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -967828.500000 Penalty: 4480.015625
	Iteration 57Q: 3 clusters Score -967828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -967833.500000 Penalty: 4480.015625
	Iteration 58Q: 3 clusters Score -967833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -967836.812500 Penalty: 4480.015625
	Iteration 59Q: 3 clusters Score -967836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -967837.062500 Penalty: 4480.015625
	Iteration 60F: 3 clusters Score -967837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -967837.625000 Penalty: 4480.015625
	Iteration 61Q: 3 clusters Score -967837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -967838.687500 Penalty: 4480.015625
	Iteration 62Q: 3 clusters Score -967838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -967838.687500 Penalty: 4480.015625
	Iteration 63F: 3 clusters Score -967838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -46086.300781 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -46086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44593.476562 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -44593.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44880.457031 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -44880.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45083.972656 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -45083.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45291.121094 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -45291.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45367.941406 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -45367.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45462.769531 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -45462.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45526.902344 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -45526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45572.835938 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -45572.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45606.277344 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -45606.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45653.535156 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -45653.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45708.015625 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -45708.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45792.585938 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -45792.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45852.777344 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -45852.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45959.187500 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -45959.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45972.644531 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -45972.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45985.621094 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -45985.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45988.785156 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -45988.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45988.785156 Penalty: 3111.347168
	Iteration 17F: 3 clusters Score -45988.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43244.679688 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -43244.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41844.949219 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -41844.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42328.386719 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -42328.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42698.699219 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -42698.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42839.269531 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -42839.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43000.449219 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -43000.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43130.464844 Penalty: 3063.229980
	Iteration 5F: 3 clusters Score -43130.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43177.179688 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -43177.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43200.769531 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -43200.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43220.152344 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -43220.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43235.199219 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -43235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43235.199219 Penalty: 3063.229980
	Iteration 10F: 3 clusters Score -43235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Entering Unmasked Estep 
Score: -859545.125000 Penalty: 2209.457031
	Iteration 0F: 2 clusters Score -859545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -853499.500000 Penalty: 4418.914062
	Iteration 0F: 3 clusters Score -853499.5 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -855091.500000 Penalty: 4418.914062
	Iteration 1F: 3 clusters Score -855091.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -855315.937500 Penalty: 4418.914062
	Iteration 2F: 3 clusters Score -855315.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -855465.125000 Penalty: 4418.914062
	Iteration 3Q: 3 clusters Score -855465.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -855565.437500 Penalty: 4418.914062
	Iteration 4Q: 3 clusters Score -855565.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -855635.187500 Penalty: 4418.914062
	Iteration 5Q: 3 clusters Score -855635.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -855689.062500 Penalty: 4418.914062
	Iteration 6Q: 3 clusters Score -855689.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -855738.062500 Penalty: 4418.914062
	Iteration 7Q: 3 clusters Score -855738.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -855767.000000 Penalty: 4418.914062
	Iteration 8Q: 3 clusters Score -855767 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -855792.187500 Penalty: 4418.914062
	Iteration 9Q: 3 clusters Score -855792.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -855811.562500 Penalty: 4418.914062
	Iteration 10Q: 3 clusters Score -855811.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -855832.312500 Penalty: 4418.914062
	Iteration 11Q: 3 clusters Score -855832.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -855865.187500 Penalty: 4418.914062
	Iteration 12Q: 3 clusters Score -855865.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -855892.937500 Penalty: 4418.914062
	Iteration 13Q: 3 clusters Score -855892.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -855933.000000 Penalty: 4418.914062
	Iteration 14Q: 3 clusters Score -855933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -855976.437500 Penalty: 4418.914062
	Iteration 15Q: 3 clusters Score -855976.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -856024.500000 Penalty: 4418.914062
	Iteration 16Q: 3 clusters Score -856024.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -856069.750000 Penalty: 4418.914062
	Iteration 17Q: 3 clusters Score -856069.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -856129.500000 Penalty: 4418.914062
	Iteration 18Q: 3 clusters Score -856129.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -856204.062500 Penalty: 4418.914062
	Iteration 19Q: 3 clusters Score -856204.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -856279.375000 Penalty: 4418.914062
	Iteration 20F: 3 clusters Score -856279.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -856367.125000 Penalty: 4418.914062
	Iteration 21Q: 3 clusters Score -856367.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -856472.812500 Penalty: 4418.914062
	Iteration 22Q: 3 clusters Score -856472.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -856591.375000 Penalty: 4418.914062
	Iteration 23Q: 3 clusters Score -856591.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -856713.000000 Penalty: 4418.914062
	Iteration 24Q: 3 clusters Score -856713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -856832.687500 Penalty: 4418.914062
	Iteration 25Q: 3 clusters Score -856832.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -856973.187500 Penalty: 4418.914062
	Iteration 26Q: 3 clusters Score -856973.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -857129.125000 Penalty: 4418.914062
	Iteration 27Q: 3 clusters Score -857129.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -857244.187500 Penalty: 4418.914062
	Iteration 28Q: 3 clusters Score -857244.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -857350.500000 Penalty: 4418.914062
	Iteration 29Q: 3 clusters Score -857350.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -857426.562500 Penalty: 4418.914062
	Iteration 30Q: 3 clusters Score -857426.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -857491.687500 Penalty: 4418.914062
	Iteration 31Q: 3 clusters Score -857491.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -857536.937500 Penalty: 4418.914062
	Iteration 32Q: 3 clusters Score -857536.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -857574.062500 Penalty: 4418.914062
	Iteration 33Q: 3 clusters Score -857574.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -857597.250000 Penalty: 4418.914062
	Iteration 34Q: 3 clusters Score -857597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -857619.812500 Penalty: 4418.914062
	Iteration 35Q: 3 clusters Score -857619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -857629.875000 Penalty: 4418.914062
	Iteration 36Q: 3 clusters Score -857629.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -857641.812500 Penalty: 4418.914062
	Iteration 37Q: 3 clusters Score -857641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -857646.312500 Penalty: 4418.914062
	Iteration 38Q: 3 clusters Score -857646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -857649.625000 Penalty: 4418.914062
	Iteration 39Q: 3 clusters Score -857649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -857652.312500 Penalty: 4418.914062
	Iteration 40F: 3 clusters Score -857652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -35371.324219 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -35371.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34032.828125 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -34032.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34240.605469 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -34240.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34314.203125 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -34314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34336.125000 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -34336.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34341.835938 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -34341.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34341.835938 Penalty: 2935.771240
	Iteration 5F: 3 clusters Score -34341.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101629 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40957 members 
Mstep: Class 18 contains 54226 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346114 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30660 members 
Mstep: Class 38 contains 14189 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7399 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925640.000000 Penalty: 161184.531250
Iteration 239Q: 48 clusters Score -1.109256e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101613 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40967 members 
Mstep: Class 18 contains 54219 members 
Mstep: Class 19 contains 16778 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346125 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19344 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8508 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11919 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30659 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7402 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925680.000000 Penalty: 161184.531250
Iteration 240F: 48 clusters Score -1.109257e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101596 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40978 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 16780 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346135 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19348 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8511 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30660 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8368 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7403 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925640.000000 Penalty: 161184.531250
Iteration 241Q: 48 clusters Score -1.109256e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101578 members 
Mstep: Class 14 contains 46689 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40991 members 
Mstep: Class 18 contains 54190 members 
Mstep: Class 19 contains 16778 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346143 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19351 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8514 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30661 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8368 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7405 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 242Q: 48 clusters Score -1.109257e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101562 members 
Mstep: Class 14 contains 46690 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 40999 members 
Mstep: Class 18 contains 54177 members 
Mstep: Class 19 contains 16774 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346159 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19353 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8514 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11920 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30663 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8368 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7408 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925680.000000 Penalty: 161184.531250
Iteration 243Q: 48 clusters Score -1.109257e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101542 members 
Mstep: Class 14 contains 46691 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41003 members 
Mstep: Class 18 contains 54170 members 
Mstep: Class 19 contains 16773 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346175 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19352 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8514 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30664 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8368 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7413 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925688.000000 Penalty: 161184.531250
Iteration 244Q: 48 clusters Score -1.109257e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109228 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101520 members 
Mstep: Class 14 contains 46692 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41006 members 
Mstep: Class 18 contains 54164 members 
Mstep: Class 19 contains 16774 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346190 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19352 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8514 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30666 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7417 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 245Q: 48 clusters Score -1.109257e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109228 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101504 members 
Mstep: Class 14 contains 46693 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41009 members 
Mstep: Class 18 contains 54152 members 
Mstep: Class 19 contains 16773 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346214 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30532 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19351 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8515 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30666 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8370 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7419 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925616.000000 Penalty: 161184.531250
Iteration 246Q: 48 clusters Score -1.109256e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109228 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101490 members 
Mstep: Class 14 contains 46696 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41010 members 
Mstep: Class 18 contains 54140 members 
Mstep: Class 19 contains 16773 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346234 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19352 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8516 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30664 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8371 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925608.000000 Penalty: 161184.531250
Iteration 247Q: 48 clusters Score -1.109256e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101474 members 
Mstep: Class 14 contains 46699 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41010 members 
Mstep: Class 18 contains 54122 members 
Mstep: Class 19 contains 16772 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346265 members 
Mstep: Class 23 contains 21706 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19354 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30665 members 
Mstep: Class 38 contains 14191 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8371 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925576.000000 Penalty: 161184.531250
Iteration 248Q: 48 clusters Score -1.109256e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101457 members 
Mstep: Class 14 contains 46705 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41010 members 
Mstep: Class 18 contains 54108 members 
Mstep: Class 19 contains 16772 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346289 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30533 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19354 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30666 members 
Mstep: Class 38 contains 14192 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8372 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925616.000000 Penalty: 161184.531250
Iteration 249Q: 48 clusters Score -1.109256e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101443 members 
Mstep: Class 14 contains 46709 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41010 members 
Mstep: Class 18 contains 54087 members 
Mstep: Class 19 contains 16772 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346317 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30534 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19354 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30666 members 
Mstep: Class 38 contains 14192 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925544.000000 Penalty: 161184.531250
Iteration 250Q: 48 clusters Score -1.109255e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101432 members 
Mstep: Class 14 contains 46712 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41012 members 
Mstep: Class 18 contains 54079 members 
Mstep: Class 19 contains 16773 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346330 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19355 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30664 members 
Mstep: Class 38 contains 14192 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925624.000000 Penalty: 161184.531250
Iteration 251Q: 48 clusters Score -1.109256e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101425 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41013 members 
Mstep: Class 18 contains 54068 members 
Mstep: Class 19 contains 16774 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346339 members 
Mstep: Class 23 contains 21703 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19355 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30666 members 
Mstep: Class 38 contains 14192 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925632.000000 Penalty: 161184.531250
Iteration 252Q: 48 clusters Score -1.109256e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101422 members 
Mstep: Class 14 contains 46724 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41014 members 
Mstep: Class 18 contains 54061 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346341 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19355 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30664 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925616.000000 Penalty: 161184.531250
Iteration 253Q: 48 clusters Score -1.109256e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101418 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41015 members 
Mstep: Class 18 contains 54049 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346354 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19355 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30663 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925648.000000 Penalty: 161184.531250
Iteration 254Q: 48 clusters Score -1.109256e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101416 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41014 members 
Mstep: Class 18 contains 54035 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346371 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19355 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30662 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925632.000000 Penalty: 161184.531250
Iteration 255Q: 48 clusters Score -1.109256e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101410 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41015 members 
Mstep: Class 18 contains 54026 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346384 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19356 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30662 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925640.000000 Penalty: 161184.531250
Iteration 256Q: 48 clusters Score -1.109256e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109228 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101407 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41016 members 
Mstep: Class 18 contains 54021 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346390 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19357 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30662 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925688.000000 Penalty: 161184.531250
Iteration 257Q: 48 clusters Score -1.109257e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101407 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41016 members 
Mstep: Class 18 contains 54009 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346403 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30662 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925640.000000 Penalty: 161184.531250
Iteration 258Q: 48 clusters Score -1.109256e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101407 members 
Mstep: Class 14 contains 46727 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41019 members 
Mstep: Class 18 contains 53998 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346416 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30658 members 
Mstep: Class 38 contains 14193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925696.000000 Penalty: 161184.531250
Iteration 259Q: 48 clusters Score -1.109257e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101406 members 
Mstep: Class 14 contains 46730 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41021 members 
Mstep: Class 18 contains 53985 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346424 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30658 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925672.000000 Penalty: 161184.531250
Iteration 260F: 48 clusters Score -1.109257e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101403 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41023 members 
Mstep: Class 18 contains 53977 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346427 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30660 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925688.000000 Penalty: 161184.531250
Iteration 261Q: 48 clusters Score -1.109257e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4882 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101403 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41025 members 
Mstep: Class 18 contains 53973 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346432 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30658 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 262Q: 48 clusters Score -1.109257e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101400 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41025 members 
Mstep: Class 18 contains 53967 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346443 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925632.000000 Penalty: 161184.531250
Iteration 263Q: 48 clusters Score -1.109256e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101396 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41025 members 
Mstep: Class 18 contains 53964 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346450 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925632.000000 Penalty: 161184.531250
Iteration 264Q: 48 clusters Score -1.109256e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101392 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41026 members 
Mstep: Class 18 contains 53960 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346457 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925640.000000 Penalty: 161184.531250
Iteration 265Q: 48 clusters Score -1.109256e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101388 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41027 members 
Mstep: Class 18 contains 53952 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346471 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925720.000000 Penalty: 161184.531250
Iteration 266Q: 48 clusters Score -1.109257e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101380 members 
Mstep: Class 14 contains 46734 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41028 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346487 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925648.000000 Penalty: 161184.531250
Iteration 267Q: 48 clusters Score -1.109256e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101379 members 
Mstep: Class 14 contains 46736 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41030 members 
Mstep: Class 18 contains 53939 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346487 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925680.000000 Penalty: 161184.531250
Iteration 268Q: 48 clusters Score -1.109257e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101379 members 
Mstep: Class 14 contains 46736 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41033 members 
Mstep: Class 18 contains 53936 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346486 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925648.000000 Penalty: 161184.531250
Iteration 269Q: 48 clusters Score -1.109256e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101379 members 
Mstep: Class 14 contains 46736 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41037 members 
Mstep: Class 18 contains 53936 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346482 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925656.000000 Penalty: 161184.531250
Iteration 270Q: 48 clusters Score -1.109257e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101378 members 
Mstep: Class 14 contains 46736 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41042 members 
Mstep: Class 18 contains 53935 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346480 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925656.000000 Penalty: 161184.531250
Iteration 271Q: 48 clusters Score -1.109257e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101378 members 
Mstep: Class 14 contains 46736 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41047 members 
Mstep: Class 18 contains 53934 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346476 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 272Q: 48 clusters Score -1.109257e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101377 members 
Mstep: Class 14 contains 46737 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41049 members 
Mstep: Class 18 contains 53934 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346474 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 273Q: 48 clusters Score -1.109257e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101377 members 
Mstep: Class 14 contains 46738 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41050 members 
Mstep: Class 18 contains 53932 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346474 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925680.000000 Penalty: 161184.531250
Iteration 274Q: 48 clusters Score -1.109257e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101376 members 
Mstep: Class 14 contains 46740 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41051 members 
Mstep: Class 18 contains 53929 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346475 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925624.000000 Penalty: 161184.531250
Iteration 275Q: 48 clusters Score -1.109256e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101376 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41052 members 
Mstep: Class 18 contains 53925 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346475 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925624.000000 Penalty: 161184.531250
Iteration 276Q: 48 clusters Score -1.109256e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101374 members 
Mstep: Class 14 contains 46742 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41053 members 
Mstep: Class 18 contains 53919 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346478 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7422 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 277Q: 48 clusters Score -1.109257e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101373 members 
Mstep: Class 14 contains 46742 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41055 members 
Mstep: Class 18 contains 53919 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346477 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7423 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925648.000000 Penalty: 161184.531250
Iteration 278Q: 48 clusters Score -1.109256e+08 nChanged 14
Entering ConstructFrom: 
Score: -110925648.000000 Penalty: 161184.531250
Entering ConstructFrom: 
Trying to split cluster 1 (33757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Entering Unmasked Estep 
Score: -3863624.250000 Penalty: 2585.881836
	Iteration 0F: 2 clusters Score -3863624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3840546.250000 Penalty: 5171.763672
	Iteration 0F: 3 clusters Score -3840546 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3849114.000000 Penalty: 5171.763672
	Iteration 1F: 3 clusters Score -3849114 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3849543.500000 Penalty: 5171.763672
	Iteration 2Q: 3 clusters Score -3849544 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3849986.000000 Penalty: 5171.763672
	Iteration 3Q: 3 clusters Score -3849986 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3850390.500000 Penalty: 5171.763672
	Iteration 4Q: 3 clusters Score -3850390 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3850800.000000 Penalty: 5171.763672
	Iteration 5Q: 3 clusters Score -3850800 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3851246.500000 Penalty: 5171.763672
	Iteration 6Q: 3 clusters Score -3851246 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3851782.250000 Penalty: 5171.763672
	Iteration 7Q: 3 clusters Score -3851782 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3852401.750000 Penalty: 5171.763672
	Iteration 8Q: 3 clusters Score -3852402 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3853170.500000 Penalty: 5171.763672
	Iteration 9Q: 3 clusters Score -3853170 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3854095.750000 Penalty: 5171.763672
	Iteration 10Q: 3 clusters Score -3854096 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3855305.750000 Penalty: 5171.763672
	Iteration 11F: 3 clusters Score -3855306 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3856639.750000 Penalty: 5171.763672
	Iteration 12F: 3 clusters Score -3856640 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3857825.250000 Penalty: 5171.763672
	Iteration 13Q: 3 clusters Score -3857825 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3858837.000000 Penalty: 5171.763672
	Iteration 14Q: 3 clusters Score -3858837 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3859619.750000 Penalty: 5171.763672
	Iteration 15Q: 3 clusters Score -3859620 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3860172.750000 Penalty: 5171.763672
	Iteration 16Q: 3 clusters Score -3860173 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3860554.750000 Penalty: 5171.763672
	Iteration 17Q: 3 clusters Score -3860555 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3860814.250000 Penalty: 5171.763672
	Iteration 18Q: 3 clusters Score -3860814 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3860991.500000 Penalty: 5171.763672
	Iteration 19Q: 3 clusters Score -3860992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3861135.250000 Penalty: 5171.763672
	Iteration 20F: 3 clusters Score -3861135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3861237.750000 Penalty: 5171.763672
	Iteration 21Q: 3 clusters Score -3861238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3861295.000000 Penalty: 5171.763672
	Iteration 22Q: 3 clusters Score -3861295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3861335.250000 Penalty: 5171.763672
	Iteration 23Q: 3 clusters Score -3861335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3861347.750000 Penalty: 5171.763672
	Iteration 24Q: 3 clusters Score -3861348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3861371.750000 Penalty: 5171.763672
	Iteration 25Q: 3 clusters Score -3861372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3861380.750000 Penalty: 5171.763672
	Iteration 26Q: 3 clusters Score -3861381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3861387.250000 Penalty: 5171.763672
	Iteration 27Q: 3 clusters Score -3861387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3861397.000000 Penalty: 5171.763672
	Iteration 28Q: 3 clusters Score -3861397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3861401.000000 Penalty: 5171.763672
	Iteration 29Q: 3 clusters Score -3861401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3861401.500000 Penalty: 5171.763672
	Iteration 30Q: 3 clusters Score -3861402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3861402.250000 Penalty: 5171.763672
	Iteration 31Q: 3 clusters Score -3861402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3861405.750000 Penalty: 5171.763672
	Iteration 32Q: 3 clusters Score -3861406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3861411.750000 Penalty: 5171.763672
	Iteration 33Q: 3 clusters Score -3861412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3861418.750000 Penalty: 5171.763672
	Iteration 34Q: 3 clusters Score -3861419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3861417.000000 Penalty: 5171.763672
	Iteration 35Q: 3 clusters Score -3861417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3861419.750000 Penalty: 5171.763672
	Iteration 36Q: 3 clusters Score -3861420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3861418.750000 Penalty: 5171.763672
	Iteration 37Q: 3 clusters Score -3861419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3861422.750000 Penalty: 5171.763672
	Iteration 38Q: 3 clusters Score -3861423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3861425.500000 Penalty: 5171.763672
	Iteration 39Q: 3 clusters Score -3861426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3861426.750000 Penalty: 5171.763672
	Iteration 40F: 3 clusters Score -3861427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3861429.000000 Penalty: 5171.763672
	Iteration 41Q: 3 clusters Score -3861429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3861429.000000 Penalty: 5171.763672
	Iteration 42F: 3 clusters Score -3861429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -927741.250000 Penalty: 2239.681641
	Iteration 0F: 2 clusters Score -927741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -921115.750000 Penalty: 4479.363281
	Iteration 0F: 3 clusters Score -921115.8 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -922893.687500 Penalty: 4479.363281
	Iteration 1F: 3 clusters Score -922893.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -923182.312500 Penalty: 4479.363281
	Iteration 2F: 3 clusters Score -923182.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -923378.437500 Penalty: 4479.363281
	Iteration 3F: 3 clusters Score -923378.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -923518.937500 Penalty: 4479.363281
	Iteration 4Q: 3 clusters Score -923518.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -923635.062500 Penalty: 4479.363281
	Iteration 5Q: 3 clusters Score -923635.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -923755.687500 Penalty: 4479.363281
	Iteration 6Q: 3 clusters Score -923755.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -923875.375000 Penalty: 4479.363281
	Iteration 7Q: 3 clusters Score -923875.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -923992.375000 Penalty: 4479.363281
	Iteration 8Q: 3 clusters Score -923992.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -924098.687500 Penalty: 4479.363281
	Iteration 9Q: 3 clusters Score -924098.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -924203.125000 Penalty: 4479.363281
	Iteration 10Q: 3 clusters Score -924203.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -924314.062500 Penalty: 4479.363281
	Iteration 11Q: 3 clusters Score -924314.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -924423.750000 Penalty: 4479.363281
	Iteration 12Q: 3 clusters Score -924423.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -924527.187500 Penalty: 4479.363281
	Iteration 13Q: 3 clusters Score -924527.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -924614.250000 Penalty: 4479.363281
	Iteration 14Q: 3 clusters Score -924614.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -924681.250000 Penalty: 4479.363281
	Iteration 15Q: 3 clusters Score -924681.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -924725.812500 Penalty: 4479.363281
	Iteration 16Q: 3 clusters Score -924725.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -924754.812500 Penalty: 4479.363281
	Iteration 17Q: 3 clusters Score -924754.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -924780.375000 Penalty: 4479.363281
	Iteration 18Q: 3 clusters Score -924780.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -924803.625000 Penalty: 4479.363281
	Iteration 19Q: 3 clusters Score -924803.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -924821.937500 Penalty: 4479.363281
	Iteration 20F: 3 clusters Score -924821.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -924835.875000 Penalty: 4479.363281
	Iteration 21Q: 3 clusters Score -924835.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -924848.937500 Penalty: 4479.363281
	Iteration 22Q: 3 clusters Score -924848.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -924865.312500 Penalty: 4479.363281
	Iteration 23Q: 3 clusters Score -924865.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -924877.312500 Penalty: 4479.363281
	Iteration 24Q: 3 clusters Score -924877.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -924887.062500 Penalty: 4479.363281
	Iteration 25Q: 3 clusters Score -924887.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -924897.812500 Penalty: 4479.363281
	Iteration 26Q: 3 clusters Score -924897.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -924912.000000 Penalty: 4479.363281
	Iteration 27Q: 3 clusters Score -924912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -924929.062500 Penalty: 4479.363281
	Iteration 28Q: 3 clusters Score -924929.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -924947.062500 Penalty: 4479.363281
	Iteration 29Q: 3 clusters Score -924947.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -924958.312500 Penalty: 4479.363281
	Iteration 30Q: 3 clusters Score -924958.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -924967.125000 Penalty: 4479.363281
	Iteration 31Q: 3 clusters Score -924967.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -924983.062500 Penalty: 4479.363281
	Iteration 32Q: 3 clusters Score -924983.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -925003.750000 Penalty: 4479.363281
	Iteration 33Q: 3 clusters Score -925003.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -925023.250000 Penalty: 4479.363281
	Iteration 34Q: 3 clusters Score -925023.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -925041.437500 Penalty: 4479.363281
	Iteration 35Q: 3 clusters Score -925041.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -925058.312500 Penalty: 4479.363281
	Iteration 36Q: 3 clusters Score -925058.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -925072.500000 Penalty: 4479.363281
	Iteration 37Q: 3 clusters Score -925072.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -925091.437500 Penalty: 4479.363281
	Iteration 38Q: 3 clusters Score -925091.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -925106.250000 Penalty: 4479.363281
	Iteration 39Q: 3 clusters Score -925106.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -925123.625000 Penalty: 4479.363281
	Iteration 40F: 3 clusters Score -925123.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -925144.062500 Penalty: 4479.363281
	Iteration 41Q: 3 clusters Score -925144.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -925159.687500 Penalty: 4479.363281
	Iteration 42Q: 3 clusters Score -925159.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -925175.812500 Penalty: 4479.363281
	Iteration 43Q: 3 clusters Score -925175.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -925190.437500 Penalty: 4479.363281
	Iteration 44Q: 3 clusters Score -925190.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -925206.750000 Penalty: 4479.363281
	Iteration 45Q: 3 clusters Score -925206.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -925225.125000 Penalty: 4479.363281
	Iteration 46Q: 3 clusters Score -925225.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -925242.437500 Penalty: 4479.363281
	Iteration 47Q: 3 clusters Score -925242.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -925258.125000 Penalty: 4479.363281
	Iteration 48Q: 3 clusters Score -925258.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -925272.437500 Penalty: 4479.363281
	Iteration 49Q: 3 clusters Score -925272.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -925288.687500 Penalty: 4479.363281
	Iteration 50Q: 3 clusters Score -925288.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -925302.312500 Penalty: 4479.363281
	Iteration 51Q: 3 clusters Score -925302.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -925319.687500 Penalty: 4479.363281
	Iteration 52Q: 3 clusters Score -925319.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -925338.562500 Penalty: 4479.363281
	Iteration 53Q: 3 clusters Score -925338.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -925360.875000 Penalty: 4479.363281
	Iteration 54Q: 3 clusters Score -925360.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -925386.250000 Penalty: 4479.363281
	Iteration 55Q: 3 clusters Score -925386.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -925408.812500 Penalty: 4479.363281
	Iteration 56Q: 3 clusters Score -925408.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -925431.437500 Penalty: 4479.363281
	Iteration 57Q: 3 clusters Score -925431.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -925455.750000 Penalty: 4479.363281
	Iteration 58Q: 3 clusters Score -925455.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -925481.437500 Penalty: 4479.363281
	Iteration 59Q: 3 clusters Score -925481.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -925495.812500 Penalty: 4479.363281
	Iteration 60F: 3 clusters Score -925495.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -925507.125000 Penalty: 4479.363281
	Iteration 61Q: 3 clusters Score -925507.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -925516.187500 Penalty: 4479.363281
	Iteration 62Q: 3 clusters Score -925516.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -925524.687500 Penalty: 4479.363281
	Iteration 63Q: 3 clusters Score -925524.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -925531.437500 Penalty: 4479.363281
	Iteration 64Q: 3 clusters Score -925531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -925536.125000 Penalty: 4479.363281
	Iteration 65Q: 3 clusters Score -925536.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -925545.625000 Penalty: 4479.363281
	Iteration 66Q: 3 clusters Score -925545.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -925554.937500 Penalty: 4479.363281
	Iteration 67Q: 3 clusters Score -925554.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -925560.875000 Penalty: 4479.363281
	Iteration 68Q: 3 clusters Score -925560.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -925566.437500 Penalty: 4479.363281
	Iteration 69Q: 3 clusters Score -925566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -925569.250000 Penalty: 4479.363281
	Iteration 70Q: 3 clusters Score -925569.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -925573.812500 Penalty: 4479.363281
	Iteration 71Q: 3 clusters Score -925573.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -925579.187500 Penalty: 4479.363281
	Iteration 72Q: 3 clusters Score -925579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -925582.500000 Penalty: 4479.363281
	Iteration 73Q: 3 clusters Score -925582.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -925586.062500 Penalty: 4479.363281
	Iteration 74Q: 3 clusters Score -925586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -925591.750000 Penalty: 4479.363281
	Iteration 75Q: 3 clusters Score -925591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -925593.187500 Penalty: 4479.363281
	Iteration 76Q: 3 clusters Score -925593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -925596.375000 Penalty: 4479.363281
	Iteration 77Q: 3 clusters Score -925596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -925599.125000 Penalty: 4479.363281
	Iteration 78Q: 3 clusters Score -925599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -925602.937500 Penalty: 4479.363281
	Iteration 79Q: 3 clusters Score -925602.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -925604.625000 Penalty: 4479.363281
	Iteration 80F: 3 clusters Score -925604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -925606.187500 Penalty: 4479.363281
	Iteration 81Q: 3 clusters Score -925606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -925611.500000 Penalty: 4479.363281
	Iteration 82Q: 3 clusters Score -925611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -925619.562500 Penalty: 4479.363281
	Iteration 83Q: 3 clusters Score -925619.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -925621.437500 Penalty: 4479.363281
	Iteration 84Q: 3 clusters Score -925621.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -925624.375000 Penalty: 4479.363281
	Iteration 85Q: 3 clusters Score -925624.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -925628.062500 Penalty: 4479.363281
	Iteration 86Q: 3 clusters Score -925628.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -925631.750000 Penalty: 4479.363281
	Iteration 87Q: 3 clusters Score -925631.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -925638.250000 Penalty: 4479.363281
	Iteration 88Q: 3 clusters Score -925638.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -925643.187500 Penalty: 4479.363281
	Iteration 89Q: 3 clusters Score -925643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -925648.750000 Penalty: 4479.363281
	Iteration 90Q: 3 clusters Score -925648.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -925655.875000 Penalty: 4479.363281
	Iteration 91Q: 3 clusters Score -925655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -925660.125000 Penalty: 4479.363281
	Iteration 92Q: 3 clusters Score -925660.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -925663.375000 Penalty: 4479.363281
	Iteration 93Q: 3 clusters Score -925663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -925669.000000 Penalty: 4479.363281
	Iteration 94Q: 3 clusters Score -925669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -925674.437500 Penalty: 4479.363281
	Iteration 95Q: 3 clusters Score -925674.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -925680.375000 Penalty: 4479.363281
	Iteration 96Q: 3 clusters Score -925680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -925684.062500 Penalty: 4479.363281
	Iteration 97Q: 3 clusters Score -925684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -925684.562500 Penalty: 4479.363281
	Iteration 98Q: 3 clusters Score -925684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -925686.312500 Penalty: 4479.363281
	Iteration 99Q: 3 clusters Score -925686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -925688.500000 Penalty: 4479.363281
	Iteration 100F: 3 clusters Score -925688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -925688.187500 Penalty: 4479.363281
	Iteration 101Q: 3 clusters Score -925688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -925688.000000 Penalty: 4479.363281
	Iteration 102Q: 3 clusters Score -925688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -925688.000000 Penalty: 4479.363281
	Iteration 103F: 3 clusters Score -925688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54283.152344 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -54283.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52736.605469 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -52736.61 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52918.546875 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -52918.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52986.179688 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -52986.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53013.859375 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -53013.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53031.406250 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -53031.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53034.320312 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -53034.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53039.656250 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -53039.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53041.542969 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -53041.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53041.542969 Penalty: 3117.854980
	Iteration 8F: 3 clusters Score -53041.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129831.421875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127757.140625 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127757.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128081.125000 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -128081.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128162.531250 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -128162.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128203.132812 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -128203.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128225.015625 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -128225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128239.687500 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -128239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128251.468750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -128251.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128262.437500 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -128262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -128271.671875 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -128271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128283.734375 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -128283.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128292.210938 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -128292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -128302.539062 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -128302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -128314.906250 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -128314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -128322.062500 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -128322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -128326.132812 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -128326.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -128332.679688 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -128332.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -128341.992188 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -128342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -128347.968750 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -128348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128351.664062 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -128351.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -128356.656250 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -128356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128357.343750 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -128357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -128358.187500 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -128358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -128358.187500 Penalty: 3509.181641
	Iteration 22F: 3 clusters Score -128358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Entering Unmasked Estep 
Score: -1683732.750000 Penalty: 2387.269287
	Iteration 0F: 2 clusters Score -1683733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1672796.125000 Penalty: 4774.538574
	Iteration 0F: 3 clusters Score -1672796 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1676400.125000 Penalty: 4774.538574
	Iteration 1F: 3 clusters Score -1676400 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1676993.375000 Penalty: 4774.538574
	Iteration 2F: 3 clusters Score -1676993 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1677719.000000 Penalty: 4774.538574
	Iteration 3F: 3 clusters Score -1677719 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1678600.000000 Penalty: 4774.538574
	Iteration 4F: 3 clusters Score -1678600 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1679467.875000 Penalty: 4774.538574
	Iteration 5F: 3 clusters Score -1679468 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1680248.625000 Penalty: 4774.538574
	Iteration 6F: 3 clusters Score -1680249 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1680818.500000 Penalty: 4774.538574
	Iteration 7F: 3 clusters Score -1680818 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1681266.250000 Penalty: 4774.538574
	Iteration 8Q: 3 clusters Score -1681266 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1681581.125000 Penalty: 4774.538574
	Iteration 9Q: 3 clusters Score -1681581 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1681807.250000 Penalty: 4774.538574
	Iteration 10Q: 3 clusters Score -1681807 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1681977.625000 Penalty: 4774.538574
	Iteration 11Q: 3 clusters Score -1681978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1682110.625000 Penalty: 4774.538574
	Iteration 12Q: 3 clusters Score -1682111 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1682188.750000 Penalty: 4774.538574
	Iteration 13Q: 3 clusters Score -1682189 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1682262.500000 Penalty: 4774.538574
	Iteration 14Q: 3 clusters Score -1682262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1682335.500000 Penalty: 4774.538574
	Iteration 15Q: 3 clusters Score -1682336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1682395.375000 Penalty: 4774.538574
	Iteration 16Q: 3 clusters Score -1682395 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1682454.000000 Penalty: 4774.538574
	Iteration 17Q: 3 clusters Score -1682454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1682512.750000 Penalty: 4774.538574
	Iteration 18Q: 3 clusters Score -1682513 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1682577.625000 Penalty: 4774.538574
	Iteration 19Q: 3 clusters Score -1682578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1682631.125000 Penalty: 4774.538574
	Iteration 20F: 3 clusters Score -1682631 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1682664.875000 Penalty: 4774.538574
	Iteration 21Q: 3 clusters Score -1682665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1682687.000000 Penalty: 4774.538574
	Iteration 22Q: 3 clusters Score -1682687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1682703.875000 Penalty: 4774.538574
	Iteration 23Q: 3 clusters Score -1682704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1682719.625000 Penalty: 4774.538574
	Iteration 24Q: 3 clusters Score -1682720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1682725.375000 Penalty: 4774.538574
	Iteration 25Q: 3 clusters Score -1682725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1682726.250000 Penalty: 4774.538574
	Iteration 26Q: 3 clusters Score -1682726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1682732.375000 Penalty: 4774.538574
	Iteration 27Q: 3 clusters Score -1682732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1682737.375000 Penalty: 4774.538574
	Iteration 28Q: 3 clusters Score -1682737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1682735.875000 Penalty: 4774.538574
	Iteration 29Q: 3 clusters Score -1682736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1682739.375000 Penalty: 4774.538574
	Iteration 30Q: 3 clusters Score -1682739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1682741.250000 Penalty: 4774.538574
	Iteration 31Q: 3 clusters Score -1682741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1682740.125000 Penalty: 4774.538574
	Iteration 32Q: 3 clusters Score -1682740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1682742.000000 Penalty: 4774.538574
	Iteration 33Q: 3 clusters Score -1682742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1682745.625000 Penalty: 4774.538574
	Iteration 34Q: 3 clusters Score -1682746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1682744.625000 Penalty: 4774.538574
	Iteration 35Q: 3 clusters Score -1682745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1682743.875000 Penalty: 4774.538574
	Iteration 36Q: 3 clusters Score -1682744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1682742.375000 Penalty: 4774.538574
	Iteration 37Q: 3 clusters Score -1682742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1682742.250000 Penalty: 4774.538574
	Iteration 38Q: 3 clusters Score -1682742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1682742.000000 Penalty: 4774.538574
	Iteration 39Q: 3 clusters Score -1682742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1682743.125000 Penalty: 4774.538574
	Iteration 40F: 3 clusters Score -1682743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -146185.921875 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -146185.9 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 741 members 
Entering Unmasked Estep 
Score: -144025.640625 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -144025.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144477.703125 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -144477.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -144600.890625 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -144600.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -144700.703125 Penalty: 3600.870361
	Iteration 3F: 3 clusters Score -144700.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144766.734375 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -144766.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -144825.453125 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -144825.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -144875.187500 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -144875.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -144923.765625 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -144923.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -144968.000000 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -144968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -144995.156250 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -144995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -145022.687500 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -145022.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -145057.328125 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -145057.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -145088.296875 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -145088.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -145106.500000 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -145106.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -145120.562500 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -145120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -145133.968750 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -145134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -145147.453125 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -145147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -145166.375000 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -145166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -145181.796875 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -145181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -145189.546875 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -145189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -145196.468750 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -145196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -145200.578125 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -145200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -145201.687500 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -145201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -145203.734375 Penalty: 3600.870361
	Iteration 23Q: 3 clusters Score -145203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -145205.359375 Penalty: 3600.870361
	Iteration 24Q: 3 clusters Score -145205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -145211.015625 Penalty: 3600.870361
	Iteration 25Q: 3 clusters Score -145211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -145211.015625 Penalty: 3600.870361
	Iteration 26F: 3 clusters Score -145211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -46678.449219 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -46678.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45182.250000 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -45182.25 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45687.261719 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -45687.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46115.125000 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -46115.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46408.273438 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -46408.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46827.640625 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -46827.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47017.238281 Penalty: 3144.818115
	Iteration 5F: 3 clusters Score -47017.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47240.097656 Penalty: 3144.818115
	Iteration 6F: 3 clusters Score -47240.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47489.617188 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -47489.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47693.265625 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -47693.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47774.523438 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -47774.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47789.605469 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -47789.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47793.011719 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -47793.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47794.988281 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -47794.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47798.296875 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -47798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47805.894531 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -47805.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47810.664062 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -47810.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47816.789062 Penalty: 3144.818115
	Iteration 16F: 3 clusters Score -47816.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47841.222656 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -47841.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47844.871094 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -47844.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47850.800781 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -47850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47854.757812 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -47854.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47863.695312 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -47863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47866.558594 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -47866.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47866.558594 Penalty: 3144.818115
	Iteration 23F: 3 clusters Score -47866.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41056 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346482 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7424 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 413 members 
Entering Unmasked Estep 
Score: -110925136.000000 Penalty: 164614.000000
Splitting cluster 7 changes total score from -110925648.000000 to -110925136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -526585.312500 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -526585.3 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 2426 members 
Entering Unmasked Estep 
Score: -522119.406250 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -522119.4 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -523145.750000 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -523145.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -523325.031250 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -523325 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -523459.062500 Penalty: 4211.868652
	Iteration 3Q: 3 clusters Score -523459.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -523598.687500 Penalty: 4211.868652
	Iteration 4Q: 3 clusters Score -523598.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -523741.375000 Penalty: 4211.868652
	Iteration 5Q: 3 clusters Score -523741.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -523887.218750 Penalty: 4211.868652
	Iteration 6Q: 3 clusters Score -523887.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -524052.937500 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -524052.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -524231.375000 Penalty: 4211.868652
	Iteration 8F: 3 clusters Score -524231.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -524394.625000 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -524394.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -524557.687500 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -524557.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -524706.937500 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -524706.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -524842.500000 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -524842.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -524954.187500 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -524954.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -525048.687500 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -525048.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -525125.812500 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -525125.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -525181.750000 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -525181.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -525227.375000 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -525227.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -525263.125000 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -525263.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -525290.125000 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -525290.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -525309.625000 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -525309.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -525324.250000 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -525324.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -525333.187500 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -525333.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -525342.500000 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -525342.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -525355.625000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -525355.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -525360.812500 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -525360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -525365.125000 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -525365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -525367.500000 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -525367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -525372.062500 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -525372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -525374.187500 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -525374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -525374.250000 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -525374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -525374.250000 Penalty: 4211.868652
	Iteration 31F: 3 clusters Score -525374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -613049.812500 Penalty: 2163.320801
	Iteration 0F: 2 clusters Score -613049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -607882.687500 Penalty: 4326.641602
	Iteration 0F: 3 clusters Score -607882.7 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -609329.125000 Penalty: 4326.641602
	Iteration 1F: 3 clusters Score -609329.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -609682.750000 Penalty: 4326.641602
	Iteration 2F: 3 clusters Score -609682.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -609985.812500 Penalty: 4326.641602
	Iteration 3F: 3 clusters Score -609985.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -610259.750000 Penalty: 4326.641602
	Iteration 4F: 3 clusters Score -610259.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -610502.375000 Penalty: 4326.641602
	Iteration 5Q: 3 clusters Score -610502.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -610733.125000 Penalty: 4326.641602
	Iteration 6Q: 3 clusters Score -610733.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -610961.750000 Penalty: 4326.641602
	Iteration 7Q: 3 clusters Score -610961.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -611217.187500 Penalty: 4326.641602
	Iteration 8Q: 3 clusters Score -611217.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -611389.312500 Penalty: 4326.641602
	Iteration 9Q: 3 clusters Score -611389.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -611528.312500 Penalty: 4326.641602
	Iteration 10Q: 3 clusters Score -611528.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -611628.937500 Penalty: 4326.641602
	Iteration 11Q: 3 clusters Score -611628.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -611717.250000 Penalty: 4326.641602
	Iteration 12Q: 3 clusters Score -611717.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -611809.312500 Penalty: 4326.641602
	Iteration 13Q: 3 clusters Score -611809.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -611861.750000 Penalty: 4326.641602
	Iteration 14Q: 3 clusters Score -611861.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -611901.312500 Penalty: 4326.641602
	Iteration 15Q: 3 clusters Score -611901.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -611938.187500 Penalty: 4326.641602
	Iteration 16Q: 3 clusters Score -611938.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -611965.562500 Penalty: 4326.641602
	Iteration 17Q: 3 clusters Score -611965.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -611992.437500 Penalty: 4326.641602
	Iteration 18Q: 3 clusters Score -611992.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -612007.750000 Penalty: 4326.641602
	Iteration 19Q: 3 clusters Score -612007.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -612013.875000 Penalty: 4326.641602
	Iteration 20F: 3 clusters Score -612013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -612017.812500 Penalty: 4326.641602
	Iteration 21Q: 3 clusters Score -612017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -612020.437500 Penalty: 4326.641602
	Iteration 22Q: 3 clusters Score -612020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -612025.437500 Penalty: 4326.641602
	Iteration 23Q: 3 clusters Score -612025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -612026.562500 Penalty: 4326.641602
	Iteration 24Q: 3 clusters Score -612026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -612031.437500 Penalty: 4326.641602
	Iteration 25Q: 3 clusters Score -612031.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -612035.875000 Penalty: 4326.641602
	Iteration 26Q: 3 clusters Score -612035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -612040.500000 Penalty: 4326.641602
	Iteration 27Q: 3 clusters Score -612040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -612045.625000 Penalty: 4326.641602
	Iteration 28Q: 3 clusters Score -612045.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -612048.562500 Penalty: 4326.641602
	Iteration 29Q: 3 clusters Score -612048.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -612054.625000 Penalty: 4326.641602
	Iteration 30Q: 3 clusters Score -612054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -612057.312500 Penalty: 4326.641602
	Iteration 31Q: 3 clusters Score -612057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -612058.625000 Penalty: 4326.641602
	Iteration 32Q: 3 clusters Score -612058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -612062.250000 Penalty: 4326.641602
	Iteration 33Q: 3 clusters Score -612062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -612065.437500 Penalty: 4326.641602
	Iteration 34Q: 3 clusters Score -612065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -612067.750000 Penalty: 4326.641602
	Iteration 35Q: 3 clusters Score -612067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -612070.687500 Penalty: 4326.641602
	Iteration 36Q: 3 clusters Score -612070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -612071.312500 Penalty: 4326.641602
	Iteration 37Q: 3 clusters Score -612071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -612072.562500 Penalty: 4326.641602
	Iteration 38Q: 3 clusters Score -612072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -612073.000000 Penalty: 4326.641602
	Iteration 39Q: 3 clusters Score -612073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -612075.250000 Penalty: 4326.641602
	Iteration 40F: 3 clusters Score -612075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -612077.187500 Penalty: 4326.641602
	Iteration 41Q: 3 clusters Score -612077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -612081.312500 Penalty: 4326.641602
	Iteration 42Q: 3 clusters Score -612081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -612083.937500 Penalty: 4326.641602
	Iteration 43Q: 3 clusters Score -612083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -612086.687500 Penalty: 4326.641602
	Iteration 44Q: 3 clusters Score -612086.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -612091.625000 Penalty: 4326.641602
	Iteration 45Q: 3 clusters Score -612091.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -612097.375000 Penalty: 4326.641602
	Iteration 46Q: 3 clusters Score -612097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -612102.500000 Penalty: 4326.641602
	Iteration 47Q: 3 clusters Score -612102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -612108.687500 Penalty: 4326.641602
	Iteration 48Q: 3 clusters Score -612108.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -612112.562500 Penalty: 4326.641602
	Iteration 49Q: 3 clusters Score -612112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -612122.750000 Penalty: 4326.641602
	Iteration 50Q: 3 clusters Score -612122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -612129.625000 Penalty: 4326.641602
	Iteration 51Q: 3 clusters Score -612129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -612133.000000 Penalty: 4326.641602
	Iteration 52Q: 3 clusters Score -612133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -612135.500000 Penalty: 4326.641602
	Iteration 53Q: 3 clusters Score -612135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -612141.312500 Penalty: 4326.641602
	Iteration 54Q: 3 clusters Score -612141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -612143.562500 Penalty: 4326.641602
	Iteration 55Q: 3 clusters Score -612143.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -612149.437500 Penalty: 4326.641602
	Iteration 56Q: 3 clusters Score -612149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -612153.750000 Penalty: 4326.641602
	Iteration 57Q: 3 clusters Score -612153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -612158.000000 Penalty: 4326.641602
	Iteration 58Q: 3 clusters Score -612158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -612160.625000 Penalty: 4326.641602
	Iteration 59Q: 3 clusters Score -612160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -612162.187500 Penalty: 4326.641602
	Iteration 60F: 3 clusters Score -612162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -612163.062500 Penalty: 4326.641602
	Iteration 61Q: 3 clusters Score -612163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -612165.250000 Penalty: 4326.641602
	Iteration 62Q: 3 clusters Score -612165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -612165.000000 Penalty: 4326.641602
	Iteration 63Q: 3 clusters Score -612165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -612165.875000 Penalty: 4326.641602
	Iteration 64Q: 3 clusters Score -612165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -612167.625000 Penalty: 4326.641602
	Iteration 65Q: 3 clusters Score -612167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -612168.937500 Penalty: 4326.641602
	Iteration 66Q: 3 clusters Score -612168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -612171.187500 Penalty: 4326.641602
	Iteration 67Q: 3 clusters Score -612171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -612170.812500 Penalty: 4326.641602
	Iteration 68Q: 3 clusters Score -612170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -612175.937500 Penalty: 4326.641602
	Iteration 69Q: 3 clusters Score -612175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -612179.312500 Penalty: 4326.641602
	Iteration 70Q: 3 clusters Score -612179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -612186.812500 Penalty: 4326.641602
	Iteration 71Q: 3 clusters Score -612186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -612192.750000 Penalty: 4326.641602
	Iteration 72Q: 3 clusters Score -612192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -612201.937500 Penalty: 4326.641602
	Iteration 73Q: 3 clusters Score -612201.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -612206.812500 Penalty: 4326.641602
	Iteration 74Q: 3 clusters Score -612206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -612211.625000 Penalty: 4326.641602
	Iteration 75Q: 3 clusters Score -612211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -612215.750000 Penalty: 4326.641602
	Iteration 76Q: 3 clusters Score -612215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -612217.500000 Penalty: 4326.641602
	Iteration 77Q: 3 clusters Score -612217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -612222.375000 Penalty: 4326.641602
	Iteration 78Q: 3 clusters Score -612222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -612227.562500 Penalty: 4326.641602
	Iteration 79Q: 3 clusters Score -612227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -612227.937500 Penalty: 4326.641602
	Iteration 80F: 3 clusters Score -612227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -612229.000000 Penalty: 4326.641602
	Iteration 81Q: 3 clusters Score -612229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -612230.437500 Penalty: 4326.641602
	Iteration 82Q: 3 clusters Score -612230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -612231.250000 Penalty: 4326.641602
	Iteration 83Q: 3 clusters Score -612231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -612232.875000 Penalty: 4326.641602
	Iteration 84Q: 3 clusters Score -612232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -612234.062500 Penalty: 4326.641602
	Iteration 85Q: 3 clusters Score -612234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -612235.312500 Penalty: 4326.641602
	Iteration 86Q: 3 clusters Score -612235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -612235.500000 Penalty: 4326.641602
	Iteration 87Q: 3 clusters Score -612235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -612236.062500 Penalty: 4326.641602
	Iteration 88Q: 3 clusters Score -612236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -612236.062500 Penalty: 4326.641602
	Iteration 89F: 3 clusters Score -612236.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -708131.000000 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -708131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -702689.375000 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -702689.4 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -704081.687500 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -704081.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -704327.375000 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -704327.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -704531.812500 Penalty: 4344.328125
	Iteration 3F: 3 clusters Score -704531.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -704761.937500 Penalty: 4344.328125
	Iteration 4Q: 3 clusters Score -704761.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -704948.250000 Penalty: 4344.328125
	Iteration 5Q: 3 clusters Score -704948.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -705071.000000 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -705071 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -705160.562500 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -705160.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -705254.437500 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -705254.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -705324.875000 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -705324.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -705402.125000 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -705402.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -705471.312500 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -705471.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -705554.375000 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -705554.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -705648.000000 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -705648 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -705767.687500 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -705767.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -705931.062500 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -705931.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -706115.437500 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -706115.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -706320.125000 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -706320.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -706541.500000 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -706541.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -706724.062500 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -706724.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -706893.437500 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -706893.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -707054.312500 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -707054.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -707159.625000 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -707159.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -707233.625000 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -707233.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -707270.125000 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -707270.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -707289.687500 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -707289.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -707303.125000 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -707303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -707307.375000 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -707307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -707307.562500 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -707307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -707310.562500 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -707310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -707310.937500 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -707310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -707310.937500 Penalty: 4344.328125
	Iteration 31F: 3 clusters Score -707310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Entering Unmasked Estep 
Score: -12366547.000000 Penalty: 2877.093506
	Iteration 0F: 2 clusters Score -1.236655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -12293442.000000 Penalty: 5754.187012
	Iteration 0F: 3 clusters Score -1.229344e+07 nChanged 51917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -12323038.000000 Penalty: 5754.187012
	Iteration 1F: 3 clusters Score -1.232304e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -12323760.000000 Penalty: 5754.187012
	Iteration 2Q: 3 clusters Score -1.232376e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -12324371.000000 Penalty: 5754.187012
	Iteration 3Q: 3 clusters Score -1.232437e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -12325088.000000 Penalty: 5754.187012
	Iteration 4Q: 3 clusters Score -1.232509e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -12325884.000000 Penalty: 5754.187012
	Iteration 5Q: 3 clusters Score -1.232588e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -12326857.000000 Penalty: 5754.187012
	Iteration 6Q: 3 clusters Score -1.232686e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -12328152.000000 Penalty: 5754.187012
	Iteration 7Q: 3 clusters Score -1.232815e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -12330184.000000 Penalty: 5754.187012
	Iteration 8Q: 3 clusters Score -1.233018e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -12333343.000000 Penalty: 5754.187012
	Iteration 9F: 3 clusters Score -1.233334e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -12337712.000000 Penalty: 5754.187012
	Iteration 10F: 3 clusters Score -1.233771e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -12343580.000000 Penalty: 5754.187012
	Iteration 11F: 3 clusters Score -1.234358e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -12350272.000000 Penalty: 5754.187012
	Iteration 12F: 3 clusters Score -1.235027e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -12356416.000000 Penalty: 5754.187012
	Iteration 13F: 3 clusters Score -1.235642e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -12360474.000000 Penalty: 5754.187012
	Iteration 14Q: 3 clusters Score -1.236047e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12362480.000000 Penalty: 5754.187012
	Iteration 15Q: 3 clusters Score -1.236248e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12363367.000000 Penalty: 5754.187012
	Iteration 16Q: 3 clusters Score -1.236337e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12363739.000000 Penalty: 5754.187012
	Iteration 17Q: 3 clusters Score -1.236374e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12363918.000000 Penalty: 5754.187012
	Iteration 18Q: 3 clusters Score -1.236392e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12364021.000000 Penalty: 5754.187012
	Iteration 19Q: 3 clusters Score -1.236402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12364072.000000 Penalty: 5754.187012
	Iteration 20F: 3 clusters Score -1.236407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12364109.000000 Penalty: 5754.187012
	Iteration 21Q: 3 clusters Score -1.236411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12364111.000000 Penalty: 5754.187012
	Iteration 22Q: 3 clusters Score -1.236411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12364113.000000 Penalty: 5754.187012
	Iteration 23Q: 3 clusters Score -1.236411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12364122.000000 Penalty: 5754.187012
	Iteration 24Q: 3 clusters Score -1.236412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12364131.000000 Penalty: 5754.187012
	Iteration 25Q: 3 clusters Score -1.236413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12364127.000000 Penalty: 5754.187012
	Iteration 26Q: 3 clusters Score -1.236413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12364139.000000 Penalty: 5754.187012
	Iteration 27Q: 3 clusters Score -1.236414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12364151.000000 Penalty: 5754.187012
	Iteration 28Q: 3 clusters Score -1.236415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12364141.000000 Penalty: 5754.187012
	Iteration 29Q: 3 clusters Score -1.236414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12364155.000000 Penalty: 5754.187012
	Iteration 30Q: 3 clusters Score -1.236416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12364152.000000 Penalty: 5754.187012
	Iteration 31Q: 3 clusters Score -1.236415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12364145.000000 Penalty: 5754.187012
	Iteration 32Q: 3 clusters Score -1.236414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12364145.000000 Penalty: 5754.187012
	Iteration 33Q: 3 clusters Score -1.236414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12364149.000000 Penalty: 5754.187012
	Iteration 34Q: 3 clusters Score -1.236415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12364149.000000 Penalty: 5754.187012
	Iteration 35F: 3 clusters Score -1.236415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -216503.109375 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -216503.1 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 998 members 
Entering Unmasked Estep 
Score: -213914.406250 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -213914.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -214445.296875 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -214445.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -214567.031250 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -214567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -214643.156250 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -214643.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -214695.156250 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -214695.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -214743.656250 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -214743.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -214780.828125 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -214780.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -214825.281250 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -214825.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -214862.343750 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -214862.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -214898.828125 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -214898.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -214924.796875 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -214924.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -214942.562500 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -214942.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -214955.281250 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -214955.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -214965.281250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -214965.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -214981.562500 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -214981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -214994.031250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -214994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -215006.406250 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -215006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -215018.703125 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -215018.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -215030.609375 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -215030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -215038.718750 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -215038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -215042.187500 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -215042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -215045.156250 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -215045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -215048.453125 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -215048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215051.093750 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -215051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215053.453125 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -215053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -215058.343750 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -215058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -215065.750000 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -215065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -215071.640625 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -215071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -215075.796875 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -215075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -215079.218750 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -215079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -215081.687500 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -215081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -215083.781250 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -215083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -215085.218750 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -215085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -215090.546875 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -215090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -215092.953125 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -215093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -215096.328125 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -215096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -215098.250000 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -215098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -215099.265625 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -215099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -215100.218750 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -215100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -215100.218750 Penalty: 3769.303223
	Iteration 39F: 3 clusters Score -215100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Entering Unmasked Estep 
Score: -11486825.000000 Penalty: 2858.577637
	Iteration 0F: 2 clusters Score -1.148682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -11419142.000000 Penalty: 5717.155273
	Iteration 0F: 3 clusters Score -1.141914e+07 nChanged 47918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -11446677.000000 Penalty: 5717.155273
	Iteration 1F: 3 clusters Score -1.144668e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -11447861.000000 Penalty: 5717.155273
	Iteration 2Q: 3 clusters Score -1.144786e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -11449426.000000 Penalty: 5717.155273
	Iteration 3Q: 3 clusters Score -1.144943e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -11451800.000000 Penalty: 5717.155273
	Iteration 4Q: 3 clusters Score -1.14518e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -11454952.000000 Penalty: 5717.155273
	Iteration 5F: 3 clusters Score -1.145495e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -11459183.000000 Penalty: 5717.155273
	Iteration 6F: 3 clusters Score -1.145918e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -11464268.000000 Penalty: 5717.155273
	Iteration 7F: 3 clusters Score -1.146427e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -11468918.000000 Penalty: 5717.155273
	Iteration 8F: 3 clusters Score -1.146892e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -11472484.000000 Penalty: 5717.155273
	Iteration 9Q: 3 clusters Score -1.147248e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -11474595.000000 Penalty: 5717.155273
	Iteration 10Q: 3 clusters Score -1.14746e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -11476095.000000 Penalty: 5717.155273
	Iteration 11Q: 3 clusters Score -1.14761e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -11477138.000000 Penalty: 5717.155273
	Iteration 12Q: 3 clusters Score -1.147714e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -11478140.000000 Penalty: 5717.155273
	Iteration 13Q: 3 clusters Score -1.147814e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -11479097.000000 Penalty: 5717.155273
	Iteration 14Q: 3 clusters Score -1.14791e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -11479956.000000 Penalty: 5717.155273
	Iteration 15Q: 3 clusters Score -1.147996e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -11480627.000000 Penalty: 5717.155273
	Iteration 16Q: 3 clusters Score -1.148063e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -11481227.000000 Penalty: 5717.155273
	Iteration 17Q: 3 clusters Score -1.148123e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -11481698.000000 Penalty: 5717.155273
	Iteration 18Q: 3 clusters Score -1.14817e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11482109.000000 Penalty: 5717.155273
	Iteration 19Q: 3 clusters Score -1.148211e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -11482414.000000 Penalty: 5717.155273
	Iteration 20F: 3 clusters Score -1.148241e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -11482679.000000 Penalty: 5717.155273
	Iteration 21Q: 3 clusters Score -1.148268e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -11482995.000000 Penalty: 5717.155273
	Iteration 22Q: 3 clusters Score -1.1483e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -11483201.000000 Penalty: 5717.155273
	Iteration 23Q: 3 clusters Score -1.14832e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -11483345.000000 Penalty: 5717.155273
	Iteration 24Q: 3 clusters Score -1.148334e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -11483514.000000 Penalty: 5717.155273
	Iteration 25Q: 3 clusters Score -1.148351e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -11483637.000000 Penalty: 5717.155273
	Iteration 26Q: 3 clusters Score -1.148364e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -11483739.000000 Penalty: 5717.155273
	Iteration 27Q: 3 clusters Score -1.148374e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -11483813.000000 Penalty: 5717.155273
	Iteration 28Q: 3 clusters Score -1.148381e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -11483878.000000 Penalty: 5717.155273
	Iteration 29Q: 3 clusters Score -1.148388e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -11483943.000000 Penalty: 5717.155273
	Iteration 30Q: 3 clusters Score -1.148394e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -11483996.000000 Penalty: 5717.155273
	Iteration 31Q: 3 clusters Score -1.1484e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -11484063.000000 Penalty: 5717.155273
	Iteration 32Q: 3 clusters Score -1.148406e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -11484126.000000 Penalty: 5717.155273
	Iteration 33Q: 3 clusters Score -1.148413e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -11484139.000000 Penalty: 5717.155273
	Iteration 34Q: 3 clusters Score -1.148414e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -11484173.000000 Penalty: 5717.155273
	Iteration 35Q: 3 clusters Score -1.148417e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -11484176.000000 Penalty: 5717.155273
	Iteration 36Q: 3 clusters Score -1.148418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -11484183.000000 Penalty: 5717.155273
	Iteration 37Q: 3 clusters Score -1.148418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -11484189.000000 Penalty: 5717.155273
	Iteration 38Q: 3 clusters Score -1.148419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -11484227.000000 Penalty: 5717.155273
	Iteration 39Q: 3 clusters Score -1.148423e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -11484256.000000 Penalty: 5717.155273
	Iteration 40F: 3 clusters Score -1.148426e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -11484284.000000 Penalty: 5717.155273
	Iteration 41Q: 3 clusters Score -1.148428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -11484312.000000 Penalty: 5717.155273
	Iteration 42Q: 3 clusters Score -1.148431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -11484315.000000 Penalty: 5717.155273
	Iteration 43Q: 3 clusters Score -1.148432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -11484324.000000 Penalty: 5717.155273
	Iteration 44Q: 3 clusters Score -1.148432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -11484330.000000 Penalty: 5717.155273
	Iteration 45Q: 3 clusters Score -1.148433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 100232 members 
Entering Unmasked Estep 
Score: -11484355.000000 Penalty: 5717.155273
	Iteration 46Q: 3 clusters Score -1.148436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -11484351.000000 Penalty: 5717.155273
	Iteration 47Q: 3 clusters Score -1.148435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 100253 members 
Entering Unmasked Estep 
Score: -11484350.000000 Penalty: 5717.155273
	Iteration 48Q: 3 clusters Score -1.148435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -11484361.000000 Penalty: 5717.155273
	Iteration 49Q: 3 clusters Score -1.148436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -11484349.000000 Penalty: 5717.155273
	Iteration 50Q: 3 clusters Score -1.148435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -11484363.000000 Penalty: 5717.155273
	Iteration 51Q: 3 clusters Score -1.148436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -11484366.000000 Penalty: 5717.155273
	Iteration 52Q: 3 clusters Score -1.148437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 100299 members 
Entering Unmasked Estep 
Score: -11484379.000000 Penalty: 5717.155273
	Iteration 53Q: 3 clusters Score -1.148438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -11484367.000000 Penalty: 5717.155273
	Iteration 54Q: 3 clusters Score -1.148437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 100321 members 
Entering Unmasked Estep 
Score: -11484376.000000 Penalty: 5717.155273
	Iteration 55Q: 3 clusters Score -1.148438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -11484382.000000 Penalty: 5717.155273
	Iteration 56Q: 3 clusters Score -1.148438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -11484392.000000 Penalty: 5717.155273
	Iteration 57Q: 3 clusters Score -1.148439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -11484394.000000 Penalty: 5717.155273
	Iteration 58Q: 3 clusters Score -1.148439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -11484398.000000 Penalty: 5717.155273
	Iteration 59Q: 3 clusters Score -1.14844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -11484403.000000 Penalty: 5717.155273
	Iteration 60F: 3 clusters Score -1.14844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -11484407.000000 Penalty: 5717.155273
	Iteration 61Q: 3 clusters Score -1.148441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -11484401.000000 Penalty: 5717.155273
	Iteration 62Q: 3 clusters Score -1.14844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -11484409.000000 Penalty: 5717.155273
	Iteration 63Q: 3 clusters Score -1.148441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -11484414.000000 Penalty: 5717.155273
	Iteration 64Q: 3 clusters Score -1.148441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -11484426.000000 Penalty: 5717.155273
	Iteration 65Q: 3 clusters Score -1.148443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -11484424.000000 Penalty: 5717.155273
	Iteration 66Q: 3 clusters Score -1.148442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -11484427.000000 Penalty: 5717.155273
	Iteration 67Q: 3 clusters Score -1.148443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -11484432.000000 Penalty: 5717.155273
	Iteration 68Q: 3 clusters Score -1.148443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -11484436.000000 Penalty: 5717.155273
	Iteration 69Q: 3 clusters Score -1.148444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -11484426.000000 Penalty: 5717.155273
	Iteration 70Q: 3 clusters Score -1.148443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -11484431.000000 Penalty: 5717.155273
	Iteration 71Q: 3 clusters Score -1.148443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -11484430.000000 Penalty: 5717.155273
	Iteration 72Q: 3 clusters Score -1.148443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -11484425.000000 Penalty: 5717.155273
	Iteration 73Q: 3 clusters Score -1.148442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -11484427.000000 Penalty: 5717.155273
	Iteration 74Q: 3 clusters Score -1.148443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -11484428.000000 Penalty: 5717.155273
	Iteration 75Q: 3 clusters Score -1.148443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -11484421.000000 Penalty: 5717.155273
	Iteration 76Q: 3 clusters Score -1.148442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -11484431.000000 Penalty: 5717.155273
	Iteration 77Q: 3 clusters Score -1.148443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -11484431.000000 Penalty: 5717.155273
	Iteration 78Q: 3 clusters Score -1.148443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -11484438.000000 Penalty: 5717.155273
	Iteration 79Q: 3 clusters Score -1.148444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -11484439.000000 Penalty: 5717.155273
	Iteration 80F: 3 clusters Score -1.148444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -11484442.000000 Penalty: 5717.155273
	Iteration 81Q: 3 clusters Score -1.148444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -11484446.000000 Penalty: 5717.155273
	Iteration 82Q: 3 clusters Score -1.148445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -11484446.000000 Penalty: 5717.155273
	Iteration 83Q: 3 clusters Score -1.148445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -11484446.000000 Penalty: 5717.155273
	Iteration 84F: 3 clusters Score -1.148445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Entering Unmasked Estep 
Score: -5325963.000000 Penalty: 2666.589355
	Iteration 0F: 2 clusters Score -5325963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5294665.000000 Penalty: 5333.178711
	Iteration 0F: 3 clusters Score -5294665 nChanged 21402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5306784.500000 Penalty: 5333.178711
	Iteration 1F: 3 clusters Score -5306784 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5307702.000000 Penalty: 5333.178711
	Iteration 2Q: 3 clusters Score -5307702 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5308935.000000 Penalty: 5333.178711
	Iteration 3F: 3 clusters Score -5308935 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5310720.000000 Penalty: 5333.178711
	Iteration 4F: 3 clusters Score -5310720 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5313082.500000 Penalty: 5333.178711
	Iteration 5F: 3 clusters Score -5313082 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5315757.500000 Penalty: 5333.178711
	Iteration 6F: 3 clusters Score -5315758 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5318578.000000 Penalty: 5333.178711
	Iteration 7F: 3 clusters Score -5318578 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5321029.500000 Penalty: 5333.178711
	Iteration 8F: 3 clusters Score -5321030 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5322471.500000 Penalty: 5333.178711
	Iteration 9Q: 3 clusters Score -5322472 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5323146.500000 Penalty: 5333.178711
	Iteration 10Q: 3 clusters Score -5323146 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5323382.000000 Penalty: 5333.178711
	Iteration 11Q: 3 clusters Score -5323382 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5323479.000000 Penalty: 5333.178711
	Iteration 12Q: 3 clusters Score -5323479 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5323560.000000 Penalty: 5333.178711
	Iteration 13Q: 3 clusters Score -5323560 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -5323620.000000 Penalty: 5333.178711
	Iteration 14Q: 3 clusters Score -5323620 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5323647.000000 Penalty: 5333.178711
	Iteration 15Q: 3 clusters Score -5323647 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5323662.000000 Penalty: 5333.178711
	Iteration 16Q: 3 clusters Score -5323662 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -5323688.000000 Penalty: 5333.178711
	Iteration 17Q: 3 clusters Score -5323688 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5323744.000000 Penalty: 5333.178711
	Iteration 18Q: 3 clusters Score -5323744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5323751.500000 Penalty: 5333.178711
	Iteration 19Q: 3 clusters Score -5323752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5323757.000000 Penalty: 5333.178711
	Iteration 20F: 3 clusters Score -5323757 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5323770.500000 Penalty: 5333.178711
	Iteration 21Q: 3 clusters Score -5323770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5323789.000000 Penalty: 5333.178711
	Iteration 22Q: 3 clusters Score -5323789 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -5323806.000000 Penalty: 5333.178711
	Iteration 23Q: 3 clusters Score -5323806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -5323807.000000 Penalty: 5333.178711
	Iteration 24Q: 3 clusters Score -5323807 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -5323838.000000 Penalty: 5333.178711
	Iteration 25Q: 3 clusters Score -5323838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5323841.500000 Penalty: 5333.178711
	Iteration 26Q: 3 clusters Score -5323842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -5323858.500000 Penalty: 5333.178711
	Iteration 27Q: 3 clusters Score -5323858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5323872.000000 Penalty: 5333.178711
	Iteration 28Q: 3 clusters Score -5323872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -5323867.500000 Penalty: 5333.178711
	Iteration 29Q: 3 clusters Score -5323868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5323870.500000 Penalty: 5333.178711
	Iteration 30Q: 3 clusters Score -5323870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -5323870.500000 Penalty: 5333.178711
	Iteration 31Q: 3 clusters Score -5323870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -5323878.000000 Penalty: 5333.178711
	Iteration 32Q: 3 clusters Score -5323878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5323882.500000 Penalty: 5333.178711
	Iteration 33Q: 3 clusters Score -5323882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -5323890.000000 Penalty: 5333.178711
	Iteration 34Q: 3 clusters Score -5323890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5323889.500000 Penalty: 5333.178711
	Iteration 35Q: 3 clusters Score -5323890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -5323893.500000 Penalty: 5333.178711
	Iteration 36Q: 3 clusters Score -5323894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -5323898.000000 Penalty: 5333.178711
	Iteration 37Q: 3 clusters Score -5323898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5323891.500000 Penalty: 5333.178711
	Iteration 38Q: 3 clusters Score -5323892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -5323897.000000 Penalty: 5333.178711
	Iteration 39Q: 3 clusters Score -5323897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5323896.000000 Penalty: 5333.178711
	Iteration 40F: 3 clusters Score -5323896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -5323899.000000 Penalty: 5333.178711
	Iteration 41Q: 3 clusters Score -5323899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5323899.000000 Penalty: 5333.178711
	Iteration 42Q: 3 clusters Score -5323899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -5323890.500000 Penalty: 5333.178711
	Iteration 43Q: 3 clusters Score -5323890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5323889.500000 Penalty: 5333.178711
	Iteration 44Q: 3 clusters Score -5323890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -5323901.000000 Penalty: 5333.178711
	Iteration 45Q: 3 clusters Score -5323901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5323904.500000 Penalty: 5333.178711
	Iteration 46Q: 3 clusters Score -5323904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5323901.000000 Penalty: 5333.178711
	Iteration 47Q: 3 clusters Score -5323901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -5323893.500000 Penalty: 5333.178711
	Iteration 48Q: 3 clusters Score -5323894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5323896.000000 Penalty: 5333.178711
	Iteration 49Q: 3 clusters Score -5323896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -5323905.000000 Penalty: 5333.178711
	Iteration 50Q: 3 clusters Score -5323905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -5323900.000000 Penalty: 5333.178711
	Iteration 51Q: 3 clusters Score -5323900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5323902.000000 Penalty: 5333.178711
	Iteration 52Q: 3 clusters Score -5323902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5323904.000000 Penalty: 5333.178711
	Iteration 53Q: 3 clusters Score -5323904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5323909.500000 Penalty: 5333.178711
	Iteration 54Q: 3 clusters Score -5323910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -5323912.500000 Penalty: 5333.178711
	Iteration 55Q: 3 clusters Score -5323912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5323905.000000 Penalty: 5333.178711
	Iteration 56Q: 3 clusters Score -5323905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -5323906.000000 Penalty: 5333.178711
	Iteration 57Q: 3 clusters Score -5323906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -5323907.500000 Penalty: 5333.178711
	Iteration 58Q: 3 clusters Score -5323908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -5323910.500000 Penalty: 5333.178711
	Iteration 59Q: 3 clusters Score -5323910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5323908.500000 Penalty: 5333.178711
	Iteration 60F: 3 clusters Score -5323908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -5323909.000000 Penalty: 5333.178711
	Iteration 61Q: 3 clusters Score -5323909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5323906.500000 Penalty: 5333.178711
	Iteration 62Q: 3 clusters Score -5323906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5323907.500000 Penalty: 5333.178711
	Iteration 63Q: 3 clusters Score -5323908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -5323907.000000 Penalty: 5333.178711
	Iteration 64Q: 3 clusters Score -5323907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -5323905.500000 Penalty: 5333.178711
	Iteration 65Q: 3 clusters Score -5323906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -5323903.000000 Penalty: 5333.178711
	Iteration 66Q: 3 clusters Score -5323903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -5323903.000000 Penalty: 5333.178711
	Iteration 67F: 3 clusters Score -5323903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Entering Unmasked Estep 
Score: -1397475.750000 Penalty: 2342.364258
	Iteration 0F: 2 clusters Score -1397476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1388134.875000 Penalty: 4684.728516
	Iteration 0F: 3 clusters Score -1388135 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1391022.250000 Penalty: 4684.728516
	Iteration 1F: 3 clusters Score -1391022 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1391418.000000 Penalty: 4684.728516
	Iteration 2F: 3 clusters Score -1391418 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1391818.750000 Penalty: 4684.728516
	Iteration 3F: 3 clusters Score -1391819 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1392349.000000 Penalty: 4684.728516
	Iteration 4F: 3 clusters Score -1392349 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1392984.250000 Penalty: 4684.728516
	Iteration 5F: 3 clusters Score -1392984 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1393679.750000 Penalty: 4684.728516
	Iteration 6F: 3 clusters Score -1393680 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1394354.875000 Penalty: 4684.728516
	Iteration 7F: 3 clusters Score -1394355 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1394885.625000 Penalty: 4684.728516
	Iteration 8F: 3 clusters Score -1394886 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1395175.500000 Penalty: 4684.728516
	Iteration 9Q: 3 clusters Score -1395176 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1395344.875000 Penalty: 4684.728516
	Iteration 10Q: 3 clusters Score -1395345 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1395465.625000 Penalty: 4684.728516
	Iteration 11Q: 3 clusters Score -1395466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1395544.250000 Penalty: 4684.728516
	Iteration 12Q: 3 clusters Score -1395544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1395603.000000 Penalty: 4684.728516
	Iteration 13Q: 3 clusters Score -1395603 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1395649.125000 Penalty: 4684.728516
	Iteration 14Q: 3 clusters Score -1395649 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1395681.625000 Penalty: 4684.728516
	Iteration 15Q: 3 clusters Score -1395682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1395718.375000 Penalty: 4684.728516
	Iteration 16Q: 3 clusters Score -1395718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1395749.250000 Penalty: 4684.728516
	Iteration 17Q: 3 clusters Score -1395749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1395777.500000 Penalty: 4684.728516
	Iteration 18Q: 3 clusters Score -1395778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1395819.250000 Penalty: 4684.728516
	Iteration 19Q: 3 clusters Score -1395819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1395858.625000 Penalty: 4684.728516
	Iteration 20F: 3 clusters Score -1395859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1395895.250000 Penalty: 4684.728516
	Iteration 21Q: 3 clusters Score -1395895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1395923.875000 Penalty: 4684.728516
	Iteration 22Q: 3 clusters Score -1395924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1395959.125000 Penalty: 4684.728516
	Iteration 23Q: 3 clusters Score -1395959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1395985.875000 Penalty: 4684.728516
	Iteration 24Q: 3 clusters Score -1395986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1396012.750000 Penalty: 4684.728516
	Iteration 25Q: 3 clusters Score -1396013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1396034.000000 Penalty: 4684.728516
	Iteration 26Q: 3 clusters Score -1396034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1396060.500000 Penalty: 4684.728516
	Iteration 27Q: 3 clusters Score -1396060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1396075.125000 Penalty: 4684.728516
	Iteration 28Q: 3 clusters Score -1396075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1396095.250000 Penalty: 4684.728516
	Iteration 29Q: 3 clusters Score -1396095 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1396119.250000 Penalty: 4684.728516
	Iteration 30Q: 3 clusters Score -1396119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1396133.125000 Penalty: 4684.728516
	Iteration 31Q: 3 clusters Score -1396133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1396151.125000 Penalty: 4684.728516
	Iteration 32Q: 3 clusters Score -1396151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1396170.250000 Penalty: 4684.728516
	Iteration 33Q: 3 clusters Score -1396170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1396197.375000 Penalty: 4684.728516
	Iteration 34Q: 3 clusters Score -1396197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1396215.750000 Penalty: 4684.728516
	Iteration 35Q: 3 clusters Score -1396216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1396242.250000 Penalty: 4684.728516
	Iteration 36Q: 3 clusters Score -1396242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1396256.250000 Penalty: 4684.728516
	Iteration 37Q: 3 clusters Score -1396256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1396271.500000 Penalty: 4684.728516
	Iteration 38Q: 3 clusters Score -1396272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1396293.250000 Penalty: 4684.728516
	Iteration 39Q: 3 clusters Score -1396293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1396304.375000 Penalty: 4684.728516
	Iteration 40F: 3 clusters Score -1396304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1396309.250000 Penalty: 4684.728516
	Iteration 41Q: 3 clusters Score -1396309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1396315.250000 Penalty: 4684.728516
	Iteration 42Q: 3 clusters Score -1396315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1396323.375000 Penalty: 4684.728516
	Iteration 43Q: 3 clusters Score -1396323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1396323.625000 Penalty: 4684.728516
	Iteration 44Q: 3 clusters Score -1396324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1396328.000000 Penalty: 4684.728516
	Iteration 45Q: 3 clusters Score -1396328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1396332.250000 Penalty: 4684.728516
	Iteration 46Q: 3 clusters Score -1396332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1396338.000000 Penalty: 4684.728516
	Iteration 47Q: 3 clusters Score -1396338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1396343.000000 Penalty: 4684.728516
	Iteration 48Q: 3 clusters Score -1396343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1396348.000000 Penalty: 4684.728516
	Iteration 49Q: 3 clusters Score -1396348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1396353.625000 Penalty: 4684.728516
	Iteration 50Q: 3 clusters Score -1396354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1396358.125000 Penalty: 4684.728516
	Iteration 51Q: 3 clusters Score -1396358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1396359.875000 Penalty: 4684.728516
	Iteration 52Q: 3 clusters Score -1396360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1396357.250000 Penalty: 4684.728516
	Iteration 53Q: 3 clusters Score -1396357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1396360.875000 Penalty: 4684.728516
	Iteration 54Q: 3 clusters Score -1396361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1396363.125000 Penalty: 4684.728516
	Iteration 55Q: 3 clusters Score -1396363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1396366.750000 Penalty: 4684.728516
	Iteration 56Q: 3 clusters Score -1396367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1396371.000000 Penalty: 4684.728516
	Iteration 57Q: 3 clusters Score -1396371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1396371.625000 Penalty: 4684.728516
	Iteration 58Q: 3 clusters Score -1396372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1396379.875000 Penalty: 4684.728516
	Iteration 59Q: 3 clusters Score -1396380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1396381.500000 Penalty: 4684.728516
	Iteration 60F: 3 clusters Score -1396382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1396382.750000 Penalty: 4684.728516
	Iteration 61Q: 3 clusters Score -1396383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1396386.125000 Penalty: 4684.728516
	Iteration 62Q: 3 clusters Score -1396386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1396387.000000 Penalty: 4684.728516
	Iteration 63Q: 3 clusters Score -1396387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1396387.875000 Penalty: 4684.728516
	Iteration 64Q: 3 clusters Score -1396388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1396388.875000 Penalty: 4684.728516
	Iteration 65Q: 3 clusters Score -1396389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1396388.750000 Penalty: 4684.728516
	Iteration 66Q: 3 clusters Score -1396389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1396387.000000 Penalty: 4684.728516
	Iteration 67Q: 3 clusters Score -1396387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1396385.625000 Penalty: 4684.728516
	Iteration 68Q: 3 clusters Score -1396386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1396385.375000 Penalty: 4684.728516
	Iteration 69Q: 3 clusters Score -1396385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1396385.375000 Penalty: 4684.728516
	Iteration 70F: 3 clusters Score -1396385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -68077.492188 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -68077.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66450.820312 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -66450.82 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66812.421875 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -66812.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66950.789062 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -66950.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67015.234375 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -67015.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67071.664062 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -67071.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67124.921875 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -67124.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67173.773438 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -67173.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67197.453125 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -67197.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67253.507812 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -67253.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67328.742188 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -67328.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67421.289062 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -67421.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67480.562500 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -67480.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67579.460938 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -67579.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67640.898438 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -67640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67689.992188 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -67689.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67743.296875 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -67743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67776.125000 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -67776.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67834.445312 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -67834.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67931.609375 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -67931.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68042.648438 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -68042.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68181.468750 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -68181.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68287.820312 Penalty: 3255.672363
	Iteration 21Q: 3 clusters Score -68287.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -68336.265625 Penalty: 3255.672363
	Iteration 22Q: 3 clusters Score -68336.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68343.492188 Penalty: 3255.672363
	Iteration 23Q: 3 clusters Score -68343.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68343.492188 Penalty: 3255.672363
	Iteration 24F: 3 clusters Score -68343.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 41056 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346482 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7424 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 457 members 
Entering Unmasked Estep 
Score: -110924128.000000 Penalty: 164614.000000
Splitting cluster 16 changes total score from -110925648.000000 to -110924128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (41056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Entering Unmasked Estep 
Score: -4663777.500000 Penalty: 2634.427734
	Iteration 0F: 2 clusters Score -4663778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4636015.500000 Penalty: 5268.855469
	Iteration 0F: 3 clusters Score -4636016 nChanged 18622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4646388.500000 Penalty: 5268.855469
	Iteration 1F: 3 clusters Score -4646388 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4646994.500000 Penalty: 5268.855469
	Iteration 2Q: 3 clusters Score -4646994 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4647860.000000 Penalty: 5268.855469
	Iteration 3Q: 3 clusters Score -4647860 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4648996.500000 Penalty: 5268.855469
	Iteration 4F: 3 clusters Score -4648996 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4650592.000000 Penalty: 5268.855469
	Iteration 5F: 3 clusters Score -4650592 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4652779.000000 Penalty: 5268.855469
	Iteration 6F: 3 clusters Score -4652779 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4655334.500000 Penalty: 5268.855469
	Iteration 7F: 3 clusters Score -4655334 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4657664.000000 Penalty: 5268.855469
	Iteration 8F: 3 clusters Score -4657664 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4659493.500000 Penalty: 5268.855469
	Iteration 9Q: 3 clusters Score -4659494 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4660709.500000 Penalty: 5268.855469
	Iteration 10Q: 3 clusters Score -4660710 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4661361.000000 Penalty: 5268.855469
	Iteration 11Q: 3 clusters Score -4661361 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4661615.500000 Penalty: 5268.855469
	Iteration 12Q: 3 clusters Score -4661616 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4661777.500000 Penalty: 5268.855469
	Iteration 13Q: 3 clusters Score -4661778 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4661889.500000 Penalty: 5268.855469
	Iteration 14Q: 3 clusters Score -4661890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4661970.000000 Penalty: 5268.855469
	Iteration 15Q: 3 clusters Score -4661970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4662046.000000 Penalty: 5268.855469
	Iteration 16Q: 3 clusters Score -4662046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4662110.500000 Penalty: 5268.855469
	Iteration 17Q: 3 clusters Score -4662110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4662144.500000 Penalty: 5268.855469
	Iteration 18Q: 3 clusters Score -4662144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4662202.500000 Penalty: 5268.855469
	Iteration 19Q: 3 clusters Score -4662202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4662242.500000 Penalty: 5268.855469
	Iteration 20F: 3 clusters Score -4662242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4662290.000000 Penalty: 5268.855469
	Iteration 21Q: 3 clusters Score -4662290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4662310.000000 Penalty: 5268.855469
	Iteration 22Q: 3 clusters Score -4662310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4662352.500000 Penalty: 5268.855469
	Iteration 23Q: 3 clusters Score -4662352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4662394.500000 Penalty: 5268.855469
	Iteration 24Q: 3 clusters Score -4662394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4662430.000000 Penalty: 5268.855469
	Iteration 25Q: 3 clusters Score -4662430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4662445.500000 Penalty: 5268.855469
	Iteration 26Q: 3 clusters Score -4662446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4662478.000000 Penalty: 5268.855469
	Iteration 27Q: 3 clusters Score -4662478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4662500.500000 Penalty: 5268.855469
	Iteration 28Q: 3 clusters Score -4662500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4662515.000000 Penalty: 5268.855469
	Iteration 29Q: 3 clusters Score -4662515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4662534.500000 Penalty: 5268.855469
	Iteration 30Q: 3 clusters Score -4662534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4662544.500000 Penalty: 5268.855469
	Iteration 31Q: 3 clusters Score -4662544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4662558.500000 Penalty: 5268.855469
	Iteration 32Q: 3 clusters Score -4662558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4662581.500000 Penalty: 5268.855469
	Iteration 33Q: 3 clusters Score -4662582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4662589.000000 Penalty: 5268.855469
	Iteration 34Q: 3 clusters Score -4662589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4662591.000000 Penalty: 5268.855469
	Iteration 35Q: 3 clusters Score -4662591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4662593.000000 Penalty: 5268.855469
	Iteration 36Q: 3 clusters Score -4662593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4662606.500000 Penalty: 5268.855469
	Iteration 37Q: 3 clusters Score -4662606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4662609.000000 Penalty: 5268.855469
	Iteration 38Q: 3 clusters Score -4662609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4662619.000000 Penalty: 5268.855469
	Iteration 39Q: 3 clusters Score -4662619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4662629.500000 Penalty: 5268.855469
	Iteration 40F: 3 clusters Score -4662630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4662638.500000 Penalty: 5268.855469
	Iteration 41Q: 3 clusters Score -4662638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4662642.500000 Penalty: 5268.855469
	Iteration 42Q: 3 clusters Score -4662642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4662654.000000 Penalty: 5268.855469
	Iteration 43Q: 3 clusters Score -4662654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4662661.000000 Penalty: 5268.855469
	Iteration 44Q: 3 clusters Score -4662661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -4662672.500000 Penalty: 5268.855469
	Iteration 45Q: 3 clusters Score -4662672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -4662666.500000 Penalty: 5268.855469
	Iteration 46Q: 3 clusters Score -4662666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4662667.000000 Penalty: 5268.855469
	Iteration 47Q: 3 clusters Score -4662667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4662684.000000 Penalty: 5268.855469
	Iteration 48Q: 3 clusters Score -4662684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4662672.000000 Penalty: 5268.855469
	Iteration 49Q: 3 clusters Score -4662672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4662674.000000 Penalty: 5268.855469
	Iteration 50Q: 3 clusters Score -4662674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4662676.000000 Penalty: 5268.855469
	Iteration 51Q: 3 clusters Score -4662676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4662672.000000 Penalty: 5268.855469
	Iteration 52Q: 3 clusters Score -4662672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4662680.500000 Penalty: 5268.855469
	Iteration 53Q: 3 clusters Score -4662680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4662678.000000 Penalty: 5268.855469
	Iteration 54Q: 3 clusters Score -4662678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4662681.500000 Penalty: 5268.855469
	Iteration 55Q: 3 clusters Score -4662682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4662678.500000 Penalty: 5268.855469
	Iteration 56Q: 3 clusters Score -4662678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4662677.000000 Penalty: 5268.855469
	Iteration 57Q: 3 clusters Score -4662677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4662673.500000 Penalty: 5268.855469
	Iteration 58Q: 3 clusters Score -4662674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4662673.500000 Penalty: 5268.855469
	Iteration 59Q: 3 clusters Score -4662674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4662672.500000 Penalty: 5268.855469
	Iteration 60F: 3 clusters Score -4662672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -4662674.000000 Penalty: 5268.855469
	Iteration 61Q: 3 clusters Score -4662674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4662673.500000 Penalty: 5268.855469
	Iteration 62Q: 3 clusters Score -4662674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4662678.000000 Penalty: 5268.855469
	Iteration 63Q: 3 clusters Score -4662678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4662672.000000 Penalty: 5268.855469
	Iteration 64Q: 3 clusters Score -4662672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4662668.500000 Penalty: 5268.855469
	Iteration 65Q: 3 clusters Score -4662668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4662672.000000 Penalty: 5268.855469
	Iteration 66Q: 3 clusters Score -4662672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4662672.000000 Penalty: 5268.855469
	Iteration 67F: 3 clusters Score -4662672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Entering Unmasked Estep 
Score: -5988010.500000 Penalty: 2702.028320
	Iteration 0F: 2 clusters Score -5988010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -5951609.000000 Penalty: 5404.056641
	Iteration 0F: 3 clusters Score -5951609 nChanged 25075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5965365.000000 Penalty: 5404.056641
	Iteration 1F: 3 clusters Score -5965365 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -5965846.500000 Penalty: 5404.056641
	Iteration 2Q: 3 clusters Score -5965846 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -5966309.500000 Penalty: 5404.056641
	Iteration 3Q: 3 clusters Score -5966310 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5966862.000000 Penalty: 5404.056641
	Iteration 4Q: 3 clusters Score -5966862 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -5967668.500000 Penalty: 5404.056641
	Iteration 5Q: 3 clusters Score -5967668 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -5968820.000000 Penalty: 5404.056641
	Iteration 6Q: 3 clusters Score -5968820 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5970539.500000 Penalty: 5404.056641
	Iteration 7F: 3 clusters Score -5970540 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5973066.500000 Penalty: 5404.056641
	Iteration 8F: 3 clusters Score -5973066 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -5976223.000000 Penalty: 5404.056641
	Iteration 9F: 3 clusters Score -5976223 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5979607.000000 Penalty: 5404.056641
	Iteration 10F: 3 clusters Score -5979607 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -5982422.500000 Penalty: 5404.056641
	Iteration 11F: 3 clusters Score -5982422 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -5984202.500000 Penalty: 5404.056641
	Iteration 12Q: 3 clusters Score -5984202 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -5985039.000000 Penalty: 5404.056641
	Iteration 13Q: 3 clusters Score -5985039 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -5985374.500000 Penalty: 5404.056641
	Iteration 14Q: 3 clusters Score -5985374 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -5985567.000000 Penalty: 5404.056641
	Iteration 15Q: 3 clusters Score -5985567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -5985639.000000 Penalty: 5404.056641
	Iteration 16Q: 3 clusters Score -5985639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -5985685.500000 Penalty: 5404.056641
	Iteration 17Q: 3 clusters Score -5985686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -5985716.000000 Penalty: 5404.056641
	Iteration 18Q: 3 clusters Score -5985716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -5985724.500000 Penalty: 5404.056641
	Iteration 19Q: 3 clusters Score -5985724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -5985732.000000 Penalty: 5404.056641
	Iteration 20F: 3 clusters Score -5985732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -5985738.500000 Penalty: 5404.056641
	Iteration 21Q: 3 clusters Score -5985738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -5985742.500000 Penalty: 5404.056641
	Iteration 22Q: 3 clusters Score -5985742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -5985741.000000 Penalty: 5404.056641
	Iteration 23Q: 3 clusters Score -5985741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -5985741.000000 Penalty: 5404.056641
	Iteration 24F: 3 clusters Score -5985741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Entering Unmasked Estep 
Score: -1931441.375000 Penalty: 2412.470947
	Iteration 0F: 2 clusters Score -1931441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1919297.625000 Penalty: 4824.941895
	Iteration 0F: 3 clusters Score -1919298 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1923158.625000 Penalty: 4824.941895
	Iteration 1F: 3 clusters Score -1923159 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1923509.125000 Penalty: 4824.941895
	Iteration 2F: 3 clusters Score -1923509 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1923802.750000 Penalty: 4824.941895
	Iteration 3Q: 3 clusters Score -1923803 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1924115.000000 Penalty: 4824.941895
	Iteration 4Q: 3 clusters Score -1924115 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1924454.125000 Penalty: 4824.941895
	Iteration 5Q: 3 clusters Score -1924454 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1924844.125000 Penalty: 4824.941895
	Iteration 6Q: 3 clusters Score -1924844 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1925392.000000 Penalty: 4824.941895
	Iteration 7F: 3 clusters Score -1925392 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1926031.125000 Penalty: 4824.941895
	Iteration 8F: 3 clusters Score -1926031 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1926801.625000 Penalty: 4824.941895
	Iteration 9F: 3 clusters Score -1926802 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1927675.875000 Penalty: 4824.941895
	Iteration 10F: 3 clusters Score -1927676 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1928357.750000 Penalty: 4824.941895
	Iteration 11Q: 3 clusters Score -1928358 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1928773.250000 Penalty: 4824.941895
	Iteration 12Q: 3 clusters Score -1928773 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1928999.125000 Penalty: 4824.941895
	Iteration 13Q: 3 clusters Score -1928999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1929148.250000 Penalty: 4824.941895
	Iteration 14Q: 3 clusters Score -1929148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1929240.875000 Penalty: 4824.941895
	Iteration 15Q: 3 clusters Score -1929241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1929280.125000 Penalty: 4824.941895
	Iteration 16Q: 3 clusters Score -1929280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1929309.625000 Penalty: 4824.941895
	Iteration 17Q: 3 clusters Score -1929310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1929330.125000 Penalty: 4824.941895
	Iteration 18Q: 3 clusters Score -1929330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1929341.750000 Penalty: 4824.941895
	Iteration 19Q: 3 clusters Score -1929342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1929355.000000 Penalty: 4824.941895
	Iteration 20F: 3 clusters Score -1929355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1929365.000000 Penalty: 4824.941895
	Iteration 21Q: 3 clusters Score -1929365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1929371.875000 Penalty: 4824.941895
	Iteration 22Q: 3 clusters Score -1929372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1929375.625000 Penalty: 4824.941895
	Iteration 23Q: 3 clusters Score -1929376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1929382.750000 Penalty: 4824.941895
	Iteration 24Q: 3 clusters Score -1929383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1929386.625000 Penalty: 4824.941895
	Iteration 25Q: 3 clusters Score -1929387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1929392.125000 Penalty: 4824.941895
	Iteration 26Q: 3 clusters Score -1929392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1929392.125000 Penalty: 4824.941895
	Iteration 27Q: 3 clusters Score -1929392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1929396.375000 Penalty: 4824.941895
	Iteration 28Q: 3 clusters Score -1929396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1929400.250000 Penalty: 4824.941895
	Iteration 29Q: 3 clusters Score -1929400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1929400.250000 Penalty: 4824.941895
	Iteration 30F: 3 clusters Score -1929400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -221311.328125 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -221311.3 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 972 members 
Entering Unmasked Estep 
Score: -218712.187500 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -218712.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219133.203125 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -219133.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219252.281250 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -219252.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -219311.359375 Penalty: 3762.802734
	Iteration 3Q: 3 clusters Score -219311.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219354.406250 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -219354.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -219377.453125 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -219377.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219397.109375 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -219397.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219414.437500 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -219414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219426.515625 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -219426.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219436.609375 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -219436.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219442.109375 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -219442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219445.359375 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -219445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219445.421875 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -219445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219446.046875 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -219446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219448.546875 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -219448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219449.359375 Penalty: 3762.802734
	Iteration 15Q: 3 clusters Score -219449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219450.453125 Penalty: 3762.802734
	Iteration 16Q: 3 clusters Score -219450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219450.453125 Penalty: 3762.802734
	Iteration 17F: 3 clusters Score -219450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -163815.000000 Penalty: 1831.075317
	Iteration 0F: 2 clusters Score -163815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161434.343750 Penalty: 3662.150635
	Iteration 0F: 3 clusters Score -161434.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161855.203125 Penalty: 3662.150635
	Iteration 1F: 3 clusters Score -161855.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161986.093750 Penalty: 3662.150635
	Iteration 2F: 3 clusters Score -161986.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -162063.453125 Penalty: 3662.150635
	Iteration 3Q: 3 clusters Score -162063.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -162103.140625 Penalty: 3662.150635
	Iteration 4Q: 3 clusters Score -162103.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -162143.609375 Penalty: 3662.150635
	Iteration 5Q: 3 clusters Score -162143.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -162179.843750 Penalty: 3662.150635
	Iteration 6Q: 3 clusters Score -162179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162192.906250 Penalty: 3662.150635
	Iteration 7Q: 3 clusters Score -162192.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162200.421875 Penalty: 3662.150635
	Iteration 8Q: 3 clusters Score -162200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162203.593750 Penalty: 3662.150635
	Iteration 9Q: 3 clusters Score -162203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -162205.843750 Penalty: 3662.150635
	Iteration 10Q: 3 clusters Score -162205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162208.375000 Penalty: 3662.150635
	Iteration 11Q: 3 clusters Score -162208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -162210.250000 Penalty: 3662.150635
	Iteration 12Q: 3 clusters Score -162210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -162212.765625 Penalty: 3662.150635
	Iteration 13Q: 3 clusters Score -162212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -162216.640625 Penalty: 3662.150635
	Iteration 14Q: 3 clusters Score -162216.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -162220.656250 Penalty: 3662.150635
	Iteration 15Q: 3 clusters Score -162220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162224.718750 Penalty: 3662.150635
	Iteration 16Q: 3 clusters Score -162224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -162229.984375 Penalty: 3662.150635
	Iteration 17Q: 3 clusters Score -162230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -162240.031250 Penalty: 3662.150635
	Iteration 18Q: 3 clusters Score -162240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162252.015625 Penalty: 3662.150635
	Iteration 19Q: 3 clusters Score -162252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -162257.765625 Penalty: 3662.150635
	Iteration 20F: 3 clusters Score -162257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162262.234375 Penalty: 3662.150635
	Iteration 21Q: 3 clusters Score -162262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -162266.562500 Penalty: 3662.150635
	Iteration 22Q: 3 clusters Score -162266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -162270.921875 Penalty: 3662.150635
	Iteration 23Q: 3 clusters Score -162270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -162274.093750 Penalty: 3662.150635
	Iteration 24Q: 3 clusters Score -162274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162278.093750 Penalty: 3662.150635
	Iteration 25Q: 3 clusters Score -162278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -162282.500000 Penalty: 3662.150635
	Iteration 26Q: 3 clusters Score -162282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -162284.703125 Penalty: 3662.150635
	Iteration 27Q: 3 clusters Score -162284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -162287.671875 Penalty: 3662.150635
	Iteration 28Q: 3 clusters Score -162287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -162288.171875 Penalty: 3662.150635
	Iteration 29Q: 3 clusters Score -162288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -162290.187500 Penalty: 3662.150635
	Iteration 30Q: 3 clusters Score -162290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162292.296875 Penalty: 3662.150635
	Iteration 31Q: 3 clusters Score -162292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162292.578125 Penalty: 3662.150635
	Iteration 32Q: 3 clusters Score -162292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162292.578125 Penalty: 3662.150635
	Iteration 33F: 3 clusters Score -162292.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (346482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346482 members 
Entering Unmasked Estep 
Score: -38985476.000000 Penalty: 3163.385498
	Iteration 0F: 2 clusters Score -3.898548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 173369 members 
Entering Unmasked Estep 
Score: -38787012.000000 Penalty: 6326.770996
	Iteration 0F: 3 clusters Score -3.878701e+07 nChanged 168000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -38886532.000000 Penalty: 6326.770996
	Iteration 1F: 3 clusters Score -3.888653e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -38887752.000000 Penalty: 6326.770996
	Iteration 2Q: 3 clusters Score -3.888775e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163303 members 
Mstep: Class 2 contains 183179 members 
Entering Unmasked Estep 
Score: -38889244.000000 Penalty: 6326.770996
	Iteration 3Q: 3 clusters Score -3.888924e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158229 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -38891648.000000 Penalty: 6326.770996
	Iteration 4Q: 3 clusters Score -3.889165e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 195624 members 
Entering Unmasked Estep 
Score: -38895088.000000 Penalty: 6326.770996
	Iteration 5Q: 3 clusters Score -3.889509e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 206350 members 
Entering Unmasked Estep 
Score: -38900132.000000 Penalty: 6326.770996
	Iteration 6Q: 3 clusters Score -3.890013e+07 nChanged 17412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 220934 members 
Entering Unmasked Estep 
Score: -38908752.000000 Penalty: 6326.770996
	Iteration 7F: 3 clusters Score -3.890875e+07 nChanged 20482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 239084 members 
Entering Unmasked Estep 
Score: -38921984.000000 Penalty: 6326.770996
	Iteration 8F: 3 clusters Score -3.892198e+07 nChanged 22462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 259236 members 
Entering Unmasked Estep 
Score: -38939300.000000 Penalty: 6326.770996
	Iteration 9F: 3 clusters Score -3.89393e+07 nChanged 20853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 277795 members 
Entering Unmasked Estep 
Score: -38957140.000000 Penalty: 6326.770996
	Iteration 10F: 3 clusters Score -3.895714e+07 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 291835 members 
Entering Unmasked Estep 
Score: -38967872.000000 Penalty: 6326.770996
	Iteration 11Q: 3 clusters Score -3.896787e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 299466 members 
Entering Unmasked Estep 
Score: -38972980.000000 Penalty: 6326.770996
	Iteration 12Q: 3 clusters Score -3.897298e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 303831 members 
Entering Unmasked Estep 
Score: -38975208.000000 Penalty: 6326.770996
	Iteration 13Q: 3 clusters Score -3.897521e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 306899 members 
Entering Unmasked Estep 
Score: -38975884.000000 Penalty: 6326.770996
	Iteration 14Q: 3 clusters Score -3.897588e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 309476 members 
Entering Unmasked Estep 
Score: -38976108.000000 Penalty: 6326.770996
	Iteration 15Q: 3 clusters Score -3.897611e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 311725 members 
Entering Unmasked Estep 
Score: -38976408.000000 Penalty: 6326.770996
	Iteration 16Q: 3 clusters Score -3.897641e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 313855 members 
Entering Unmasked Estep 
Score: -38976528.000000 Penalty: 6326.770996
	Iteration 17Q: 3 clusters Score -3.897653e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 315796 members 
Entering Unmasked Estep 
Score: -38976588.000000 Penalty: 6326.770996
	Iteration 18Q: 3 clusters Score -3.897659e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 317610 members 
Entering Unmasked Estep 
Score: -38976972.000000 Penalty: 6326.770996
	Iteration 19Q: 3 clusters Score -3.897697e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 319371 members 
Entering Unmasked Estep 
Score: -38977044.000000 Penalty: 6326.770996
	Iteration 20F: 3 clusters Score -3.897704e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 321027 members 
Entering Unmasked Estep 
Score: -38977232.000000 Penalty: 6326.770996
	Iteration 21Q: 3 clusters Score -3.897723e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 322582 members 
Entering Unmasked Estep 
Score: -38977572.000000 Penalty: 6326.770996
	Iteration 22Q: 3 clusters Score -3.897757e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 324021 members 
Entering Unmasked Estep 
Score: -38977564.000000 Penalty: 6326.770996
	Iteration 23Q: 3 clusters Score -3.897756e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 325409 members 
Entering Unmasked Estep 
Score: -38977832.000000 Penalty: 6326.770996
	Iteration 24Q: 3 clusters Score -3.897783e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 326748 members 
Entering Unmasked Estep 
Score: -38978028.000000 Penalty: 6326.770996
	Iteration 25Q: 3 clusters Score -3.897803e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 328051 members 
Entering Unmasked Estep 
Score: -38978288.000000 Penalty: 6326.770996
	Iteration 26Q: 3 clusters Score -3.897829e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 329296 members 
Entering Unmasked Estep 
Score: -38978344.000000 Penalty: 6326.770996
	Iteration 27Q: 3 clusters Score -3.897834e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 330444 members 
Entering Unmasked Estep 
Score: -38978392.000000 Penalty: 6326.770996
	Iteration 28Q: 3 clusters Score -3.897839e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 331495 members 
Entering Unmasked Estep 
Score: -38978576.000000 Penalty: 6326.770996
	Iteration 29Q: 3 clusters Score -3.897858e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 332532 members 
Entering Unmasked Estep 
Score: -38978892.000000 Penalty: 6326.770996
	Iteration 30Q: 3 clusters Score -3.897889e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 333495 members 
Entering Unmasked Estep 
Score: -38979192.000000 Penalty: 6326.770996
	Iteration 31Q: 3 clusters Score -3.897919e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 334395 members 
Entering Unmasked Estep 
Score: -38979104.000000 Penalty: 6326.770996
	Iteration 32Q: 3 clusters Score -3.89791e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 335245 members 
Entering Unmasked Estep 
Score: -38979432.000000 Penalty: 6326.770996
	Iteration 33Q: 3 clusters Score -3.897943e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 336091 members 
Entering Unmasked Estep 
Score: -38979632.000000 Penalty: 6326.770996
	Iteration 34Q: 3 clusters Score -3.897963e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 336856 members 
Entering Unmasked Estep 
Score: -38979780.000000 Penalty: 6326.770996
	Iteration 35Q: 3 clusters Score -3.897978e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 337582 members 
Entering Unmasked Estep 
Score: -38979920.000000 Penalty: 6326.770996
	Iteration 36Q: 3 clusters Score -3.897992e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 338202 members 
Entering Unmasked Estep 
Score: -38980092.000000 Penalty: 6326.770996
	Iteration 37Q: 3 clusters Score -3.898009e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 338762 members 
Entering Unmasked Estep 
Score: -38980180.000000 Penalty: 6326.770996
	Iteration 38Q: 3 clusters Score -3.898018e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 339268 members 
Entering Unmasked Estep 
Score: -38980268.000000 Penalty: 6326.770996
	Iteration 39Q: 3 clusters Score -3.898027e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 339753 members 
Entering Unmasked Estep 
Score: -38980392.000000 Penalty: 6326.770996
	Iteration 40F: 3 clusters Score -3.898039e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 340212 members 
Entering Unmasked Estep 
Score: -38980564.000000 Penalty: 6326.770996
	Iteration 41Q: 3 clusters Score -3.898056e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 340638 members 
Entering Unmasked Estep 
Score: -38980708.000000 Penalty: 6326.770996
	Iteration 42Q: 3 clusters Score -3.898071e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 341041 members 
Entering Unmasked Estep 
Score: -38980852.000000 Penalty: 6326.770996
	Iteration 43Q: 3 clusters Score -3.898085e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 341420 members 
Entering Unmasked Estep 
Score: -38981040.000000 Penalty: 6326.770996
	Iteration 44Q: 3 clusters Score -3.898104e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 341768 members 
Entering Unmasked Estep 
Score: -38981160.000000 Penalty: 6326.770996
	Iteration 45Q: 3 clusters Score -3.898116e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 342088 members 
Entering Unmasked Estep 
Score: -38981236.000000 Penalty: 6326.770996
	Iteration 46Q: 3 clusters Score -3.898124e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 342363 members 
Entering Unmasked Estep 
Score: -38981404.000000 Penalty: 6326.770996
	Iteration 47Q: 3 clusters Score -3.89814e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 342564 members 
Entering Unmasked Estep 
Score: -38981424.000000 Penalty: 6326.770996
	Iteration 48Q: 3 clusters Score -3.898142e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 342729 members 
Entering Unmasked Estep 
Score: -38981520.000000 Penalty: 6326.770996
	Iteration 49Q: 3 clusters Score -3.898152e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 342875 members 
Entering Unmasked Estep 
Score: -38981596.000000 Penalty: 6326.770996
	Iteration 50Q: 3 clusters Score -3.89816e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 343019 members 
Entering Unmasked Estep 
Score: -38981700.000000 Penalty: 6326.770996
	Iteration 51Q: 3 clusters Score -3.89817e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 343167 members 
Entering Unmasked Estep 
Score: -38981716.000000 Penalty: 6326.770996
	Iteration 52Q: 3 clusters Score -3.898172e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 343300 members 
Entering Unmasked Estep 
Score: -38981720.000000 Penalty: 6326.770996
	Iteration 53Q: 3 clusters Score -3.898172e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 343421 members 
Entering Unmasked Estep 
Score: -38981816.000000 Penalty: 6326.770996
	Iteration 54Q: 3 clusters Score -3.898182e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 343525 members 
Entering Unmasked Estep 
Score: -38981888.000000 Penalty: 6326.770996
	Iteration 55Q: 3 clusters Score -3.898189e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 343605 members 
Entering Unmasked Estep 
Score: -38981920.000000 Penalty: 6326.770996
	Iteration 56Q: 3 clusters Score -3.898192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 343673 members 
Entering Unmasked Estep 
Score: -38981960.000000 Penalty: 6326.770996
	Iteration 57Q: 3 clusters Score -3.898196e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 343732 members 
Entering Unmasked Estep 
Score: -38981988.000000 Penalty: 6326.770996
	Iteration 58Q: 3 clusters Score -3.898199e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 343790 members 
Entering Unmasked Estep 
Score: -38981960.000000 Penalty: 6326.770996
	Iteration 59Q: 3 clusters Score -3.898196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 343839 members 
Entering Unmasked Estep 
Score: -38981988.000000 Penalty: 6326.770996
	Iteration 60F: 3 clusters Score -3.898199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 343888 members 
Entering Unmasked Estep 
Score: -38981952.000000 Penalty: 6326.770996
	Iteration 61Q: 3 clusters Score -3.898195e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 343932 members 
Entering Unmasked Estep 
Score: -38982028.000000 Penalty: 6326.770996
	Iteration 62Q: 3 clusters Score -3.898203e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 343978 members 
Entering Unmasked Estep 
Score: -38982032.000000 Penalty: 6326.770996
	Iteration 63Q: 3 clusters Score -3.898203e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 344021 members 
Entering Unmasked Estep 
Score: -38982060.000000 Penalty: 6326.770996
	Iteration 64Q: 3 clusters Score -3.898206e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 344067 members 
Entering Unmasked Estep 
Score: -38982060.000000 Penalty: 6326.770996
	Iteration 65Q: 3 clusters Score -3.898206e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 344110 members 
Entering Unmasked Estep 
Score: -38982068.000000 Penalty: 6326.770996
	Iteration 66Q: 3 clusters Score -3.898207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 344145 members 
Entering Unmasked Estep 
Score: -38982080.000000 Penalty: 6326.770996
	Iteration 67Q: 3 clusters Score -3.898208e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 344182 members 
Entering Unmasked Estep 
Score: -38982072.000000 Penalty: 6326.770996
	Iteration 68Q: 3 clusters Score -3.898207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 344226 members 
Entering Unmasked Estep 
Score: -38982092.000000 Penalty: 6326.770996
	Iteration 69Q: 3 clusters Score -3.898209e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 344267 members 
Entering Unmasked Estep 
Score: -38982068.000000 Penalty: 6326.770996
	Iteration 70Q: 3 clusters Score -3.898207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 344302 members 
Entering Unmasked Estep 
Score: -38982096.000000 Penalty: 6326.770996
	Iteration 71Q: 3 clusters Score -3.89821e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 344337 members 
Entering Unmasked Estep 
Score: -38982100.000000 Penalty: 6326.770996
	Iteration 72Q: 3 clusters Score -3.89821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 344382 members 
Entering Unmasked Estep 
Score: -38982108.000000 Penalty: 6326.770996
	Iteration 73Q: 3 clusters Score -3.898211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 344421 members 
Entering Unmasked Estep 
Score: -38982112.000000 Penalty: 6326.770996
	Iteration 74Q: 3 clusters Score -3.898211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 344457 members 
Entering Unmasked Estep 
Score: -38982152.000000 Penalty: 6326.770996
	Iteration 75Q: 3 clusters Score -3.898215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 344480 members 
Entering Unmasked Estep 
Score: -38982124.000000 Penalty: 6326.770996
	Iteration 76Q: 3 clusters Score -3.898212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 344509 members 
Entering Unmasked Estep 
Score: -38982148.000000 Penalty: 6326.770996
	Iteration 77Q: 3 clusters Score -3.898215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 344531 members 
Entering Unmasked Estep 
Score: -38982192.000000 Penalty: 6326.770996
	Iteration 78Q: 3 clusters Score -3.898219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 344558 members 
Entering Unmasked Estep 
Score: -38982208.000000 Penalty: 6326.770996
	Iteration 79Q: 3 clusters Score -3.898221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 344576 members 
Entering Unmasked Estep 
Score: -38982228.000000 Penalty: 6326.770996
	Iteration 80F: 3 clusters Score -3.898223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 344601 members 
Entering Unmasked Estep 
Score: -38982280.000000 Penalty: 6326.770996
	Iteration 81Q: 3 clusters Score -3.898228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 344623 members 
Entering Unmasked Estep 
Score: -38982284.000000 Penalty: 6326.770996
	Iteration 82Q: 3 clusters Score -3.898228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 344645 members 
Entering Unmasked Estep 
Score: -38982300.000000 Penalty: 6326.770996
	Iteration 83Q: 3 clusters Score -3.89823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 344655 members 
Entering Unmasked Estep 
Score: -38982304.000000 Penalty: 6326.770996
	Iteration 84Q: 3 clusters Score -3.89823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 344662 members 
Entering Unmasked Estep 
Score: -38982320.000000 Penalty: 6326.770996
	Iteration 85Q: 3 clusters Score -3.898232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 344680 members 
Entering Unmasked Estep 
Score: -38982344.000000 Penalty: 6326.770996
	Iteration 86Q: 3 clusters Score -3.898234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 344695 members 
Entering Unmasked Estep 
Score: -38982336.000000 Penalty: 6326.770996
	Iteration 87Q: 3 clusters Score -3.898234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 344711 members 
Entering Unmasked Estep 
Score: -38982364.000000 Penalty: 6326.770996
	Iteration 88Q: 3 clusters Score -3.898236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 344740 members 
Entering Unmasked Estep 
Score: -38982384.000000 Penalty: 6326.770996
	Iteration 89Q: 3 clusters Score -3.898238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 344763 members 
Entering Unmasked Estep 
Score: -38982408.000000 Penalty: 6326.770996
	Iteration 90Q: 3 clusters Score -3.898241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 344784 members 
Entering Unmasked Estep 
Score: -38982424.000000 Penalty: 6326.770996
	Iteration 91Q: 3 clusters Score -3.898242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 344798 members 
Entering Unmasked Estep 
Score: -38982384.000000 Penalty: 6326.770996
	Iteration 92Q: 3 clusters Score -3.898238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 344804 members 
Entering Unmasked Estep 
Score: -38982400.000000 Penalty: 6326.770996
	Iteration 93Q: 3 clusters Score -3.89824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 344808 members 
Entering Unmasked Estep 
Score: -38982376.000000 Penalty: 6326.770996
	Iteration 94Q: 3 clusters Score -3.898238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 344818 members 
Entering Unmasked Estep 
Score: -38982396.000000 Penalty: 6326.770996
	Iteration 95Q: 3 clusters Score -3.89824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 344829 members 
Entering Unmasked Estep 
Score: -38982396.000000 Penalty: 6326.770996
	Iteration 96Q: 3 clusters Score -3.89824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 344836 members 
Entering Unmasked Estep 
Score: -38982420.000000 Penalty: 6326.770996
	Iteration 97Q: 3 clusters Score -3.898242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 344847 members 
Entering Unmasked Estep 
Score: -38982412.000000 Penalty: 6326.770996
	Iteration 98Q: 3 clusters Score -3.898241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 344856 members 
Entering Unmasked Estep 
Score: -38982424.000000 Penalty: 6326.770996
	Iteration 99Q: 3 clusters Score -3.898242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 344865 members 
Entering Unmasked Estep 
Score: -38982404.000000 Penalty: 6326.770996
	Iteration 100F: 3 clusters Score -3.89824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 344873 members 
Entering Unmasked Estep 
Score: -38982432.000000 Penalty: 6326.770996
	Iteration 101Q: 3 clusters Score -3.898243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 344880 members 
Entering Unmasked Estep 
Score: -38982436.000000 Penalty: 6326.770996
	Iteration 102Q: 3 clusters Score -3.898244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 344884 members 
Entering Unmasked Estep 
Score: -38982424.000000 Penalty: 6326.770996
	Iteration 103Q: 3 clusters Score -3.898242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 344889 members 
Entering Unmasked Estep 
Score: -38982408.000000 Penalty: 6326.770996
	Iteration 104Q: 3 clusters Score -3.898241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 344892 members 
Entering Unmasked Estep 
Score: -38982428.000000 Penalty: 6326.770996
	Iteration 105Q: 3 clusters Score -3.898243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 344897 members 
Entering Unmasked Estep 
Score: -38982408.000000 Penalty: 6326.770996
	Iteration 106Q: 3 clusters Score -3.898241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 344899 members 
Entering Unmasked Estep 
Score: -38982440.000000 Penalty: 6326.770996
	Iteration 107Q: 3 clusters Score -3.898244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 344901 members 
Entering Unmasked Estep 
Score: -38982408.000000 Penalty: 6326.770996
	Iteration 108Q: 3 clusters Score -3.898241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 344902 members 
Entering Unmasked Estep 
Score: -38982428.000000 Penalty: 6326.770996
	Iteration 109Q: 3 clusters Score -3.898243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 344902 members 
Entering Unmasked Estep 
Score: -38982428.000000 Penalty: 6326.770996
	Iteration 110F: 3 clusters Score -3.898243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Entering Unmasked Estep 
Score: -2416890.500000 Penalty: 2476.354004
	Iteration 0F: 2 clusters Score -2416890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2401826.000000 Penalty: 4952.708008
	Iteration 0F: 3 clusters Score -2401826 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2406962.500000 Penalty: 4952.708008
	Iteration 1F: 3 clusters Score -2406962 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2407430.250000 Penalty: 4952.708008
	Iteration 2F: 3 clusters Score -2407430 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2407901.000000 Penalty: 4952.708008
	Iteration 3F: 3 clusters Score -2407901 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2408456.250000 Penalty: 4952.708008
	Iteration 4F: 3 clusters Score -2408456 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2409134.500000 Penalty: 4952.708008
	Iteration 5F: 3 clusters Score -2409134 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2410023.500000 Penalty: 4952.708008
	Iteration 6F: 3 clusters Score -2410024 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2411164.750000 Penalty: 4952.708008
	Iteration 7F: 3 clusters Score -2411165 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2412368.500000 Penalty: 4952.708008
	Iteration 8F: 3 clusters Score -2412368 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2413476.500000 Penalty: 4952.708008
	Iteration 9F: 3 clusters Score -2413476 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2414205.500000 Penalty: 4952.708008
	Iteration 10Q: 3 clusters Score -2414206 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2414698.750000 Penalty: 4952.708008
	Iteration 11Q: 3 clusters Score -2414699 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2414969.750000 Penalty: 4952.708008
	Iteration 12Q: 3 clusters Score -2414970 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2415135.500000 Penalty: 4952.708008
	Iteration 13Q: 3 clusters Score -2415136 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2415227.000000 Penalty: 4952.708008
	Iteration 14Q: 3 clusters Score -2415227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2415284.000000 Penalty: 4952.708008
	Iteration 15Q: 3 clusters Score -2415284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2415321.750000 Penalty: 4952.708008
	Iteration 16Q: 3 clusters Score -2415322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2415359.250000 Penalty: 4952.708008
	Iteration 17Q: 3 clusters Score -2415359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2415376.500000 Penalty: 4952.708008
	Iteration 18Q: 3 clusters Score -2415376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2415402.500000 Penalty: 4952.708008
	Iteration 19Q: 3 clusters Score -2415402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2415418.250000 Penalty: 4952.708008
	Iteration 20F: 3 clusters Score -2415418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2415427.250000 Penalty: 4952.708008
	Iteration 21Q: 3 clusters Score -2415427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2415432.750000 Penalty: 4952.708008
	Iteration 22Q: 3 clusters Score -2415433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2415436.000000 Penalty: 4952.708008
	Iteration 23Q: 3 clusters Score -2415436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2415439.750000 Penalty: 4952.708008
	Iteration 24Q: 3 clusters Score -2415440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2415441.750000 Penalty: 4952.708008
	Iteration 25Q: 3 clusters Score -2415442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2415447.250000 Penalty: 4952.708008
	Iteration 26Q: 3 clusters Score -2415447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2415453.250000 Penalty: 4952.708008
	Iteration 27Q: 3 clusters Score -2415453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2415454.750000 Penalty: 4952.708008
	Iteration 28Q: 3 clusters Score -2415455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2415461.750000 Penalty: 4952.708008
	Iteration 29Q: 3 clusters Score -2415462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2415468.250000 Penalty: 4952.708008
	Iteration 30Q: 3 clusters Score -2415468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2415465.750000 Penalty: 4952.708008
	Iteration 31Q: 3 clusters Score -2415466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2415466.750000 Penalty: 4952.708008
	Iteration 32Q: 3 clusters Score -2415467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2415467.250000 Penalty: 4952.708008
	Iteration 33Q: 3 clusters Score -2415467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2415467.250000 Penalty: 4952.708008
	Iteration 34Q: 3 clusters Score -2415467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2415468.750000 Penalty: 4952.708008
	Iteration 35Q: 3 clusters Score -2415469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2415466.000000 Penalty: 4952.708008
	Iteration 36Q: 3 clusters Score -2415466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2415466.500000 Penalty: 4952.708008
	Iteration 37Q: 3 clusters Score -2415466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2415470.000000 Penalty: 4952.708008
	Iteration 38Q: 3 clusters Score -2415470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2415472.250000 Penalty: 4952.708008
	Iteration 39Q: 3 clusters Score -2415472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2415472.750000 Penalty: 4952.708008
	Iteration 40F: 3 clusters Score -2415473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2415473.750000 Penalty: 4952.708008
	Iteration 41Q: 3 clusters Score -2415474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2415473.750000 Penalty: 4952.708008
	Iteration 42F: 3 clusters Score -2415474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Entering Unmasked Estep 
Score: -3413266.500000 Penalty: 2561.012207
	Iteration 0F: 2 clusters Score -3413266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3392322.250000 Penalty: 5122.024414
	Iteration 0F: 3 clusters Score -3392322 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3400018.500000 Penalty: 5122.024414
	Iteration 1F: 3 clusters Score -3400018 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3400540.500000 Penalty: 5122.024414
	Iteration 2F: 3 clusters Score -3400540 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3401105.000000 Penalty: 5122.024414
	Iteration 3Q: 3 clusters Score -3401105 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3401759.750000 Penalty: 5122.024414
	Iteration 4Q: 3 clusters Score -3401760 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3402638.000000 Penalty: 5122.024414
	Iteration 5F: 3 clusters Score -3402638 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3403660.250000 Penalty: 5122.024414
	Iteration 6F: 3 clusters Score -3403660 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3404835.000000 Penalty: 5122.024414
	Iteration 7F: 3 clusters Score -3404835 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3406154.000000 Penalty: 5122.024414
	Iteration 8F: 3 clusters Score -3406154 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3407329.250000 Penalty: 5122.024414
	Iteration 9F: 3 clusters Score -3407329 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3408305.250000 Penalty: 5122.024414
	Iteration 10Q: 3 clusters Score -3408305 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3409073.000000 Penalty: 5122.024414
	Iteration 11Q: 3 clusters Score -3409073 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3409573.750000 Penalty: 5122.024414
	Iteration 12Q: 3 clusters Score -3409574 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3409920.750000 Penalty: 5122.024414
	Iteration 13Q: 3 clusters Score -3409921 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3410207.750000 Penalty: 5122.024414
	Iteration 14Q: 3 clusters Score -3410208 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3410402.250000 Penalty: 5122.024414
	Iteration 15Q: 3 clusters Score -3410402 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3410574.750000 Penalty: 5122.024414
	Iteration 16Q: 3 clusters Score -3410575 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3410738.750000 Penalty: 5122.024414
	Iteration 17Q: 3 clusters Score -3410739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3410887.500000 Penalty: 5122.024414
	Iteration 18Q: 3 clusters Score -3410888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3410997.500000 Penalty: 5122.024414
	Iteration 19Q: 3 clusters Score -3410998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3411074.750000 Penalty: 5122.024414
	Iteration 20F: 3 clusters Score -3411075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3411130.000000 Penalty: 5122.024414
	Iteration 21Q: 3 clusters Score -3411130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3411153.500000 Penalty: 5122.024414
	Iteration 22Q: 3 clusters Score -3411154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3411169.500000 Penalty: 5122.024414
	Iteration 23Q: 3 clusters Score -3411170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3411187.500000 Penalty: 5122.024414
	Iteration 24Q: 3 clusters Score -3411188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3411206.000000 Penalty: 5122.024414
	Iteration 25Q: 3 clusters Score -3411206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3411214.250000 Penalty: 5122.024414
	Iteration 26Q: 3 clusters Score -3411214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3411217.500000 Penalty: 5122.024414
	Iteration 27Q: 3 clusters Score -3411218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3411219.750000 Penalty: 5122.024414
	Iteration 28Q: 3 clusters Score -3411220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3411221.500000 Penalty: 5122.024414
	Iteration 29Q: 3 clusters Score -3411222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3411221.000000 Penalty: 5122.024414
	Iteration 30Q: 3 clusters Score -3411221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3411224.750000 Penalty: 5122.024414
	Iteration 31Q: 3 clusters Score -3411225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3411223.250000 Penalty: 5122.024414
	Iteration 32Q: 3 clusters Score -3411223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3411221.000000 Penalty: 5122.024414
	Iteration 33Q: 3 clusters Score -3411221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3411222.000000 Penalty: 5122.024414
	Iteration 34Q: 3 clusters Score -3411222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3411223.500000 Penalty: 5122.024414
	Iteration 35Q: 3 clusters Score -3411224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3411221.500000 Penalty: 5122.024414
	Iteration 36Q: 3 clusters Score -3411222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3411223.250000 Penalty: 5122.024414
	Iteration 37Q: 3 clusters Score -3411223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3411224.750000 Penalty: 5122.024414
	Iteration 38Q: 3 clusters Score -3411225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3411224.750000 Penalty: 5122.024414
	Iteration 39F: 3 clusters Score -3411225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -315349.843750 Penalty: 2001.197021
	Iteration 0F: 2 clusters Score -315349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -312038.156250 Penalty: 4002.394043
	Iteration 0F: 3 clusters Score -312038.2 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -312916.281250 Penalty: 4002.394043
	Iteration 1F: 3 clusters Score -312916.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -313224.187500 Penalty: 4002.394043
	Iteration 2F: 3 clusters Score -313224.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -313468.031250 Penalty: 4002.394043
	Iteration 3F: 3 clusters Score -313468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -313650.437500 Penalty: 4002.394043
	Iteration 4F: 3 clusters Score -313650.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -313753.937500 Penalty: 4002.394043
	Iteration 5Q: 3 clusters Score -313753.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -313820.562500 Penalty: 4002.394043
	Iteration 6Q: 3 clusters Score -313820.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -313869.000000 Penalty: 4002.394043
	Iteration 7Q: 3 clusters Score -313869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -313901.750000 Penalty: 4002.394043
	Iteration 8Q: 3 clusters Score -313901.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -313935.562500 Penalty: 4002.394043
	Iteration 9Q: 3 clusters Score -313935.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -313962.875000 Penalty: 4002.394043
	Iteration 10Q: 3 clusters Score -313962.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -313980.656250 Penalty: 4002.394043
	Iteration 11Q: 3 clusters Score -313980.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -313999.562500 Penalty: 4002.394043
	Iteration 12Q: 3 clusters Score -313999.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -314019.718750 Penalty: 4002.394043
	Iteration 13Q: 3 clusters Score -314019.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -314040.531250 Penalty: 4002.394043
	Iteration 14Q: 3 clusters Score -314040.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -314056.281250 Penalty: 4002.394043
	Iteration 15Q: 3 clusters Score -314056.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -314071.500000 Penalty: 4002.394043
	Iteration 16Q: 3 clusters Score -314071.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -314087.093750 Penalty: 4002.394043
	Iteration 17Q: 3 clusters Score -314087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -314098.812500 Penalty: 4002.394043
	Iteration 18Q: 3 clusters Score -314098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -314108.937500 Penalty: 4002.394043
	Iteration 19Q: 3 clusters Score -314108.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -314118.562500 Penalty: 4002.394043
	Iteration 20F: 3 clusters Score -314118.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -314129.437500 Penalty: 4002.394043
	Iteration 21Q: 3 clusters Score -314129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -314143.093750 Penalty: 4002.394043
	Iteration 22Q: 3 clusters Score -314143.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -314156.000000 Penalty: 4002.394043
	Iteration 23Q: 3 clusters Score -314156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -314162.312500 Penalty: 4002.394043
	Iteration 24Q: 3 clusters Score -314162.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -314171.875000 Penalty: 4002.394043
	Iteration 25Q: 3 clusters Score -314171.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -314177.875000 Penalty: 4002.394043
	Iteration 26Q: 3 clusters Score -314177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -314181.531250 Penalty: 4002.394043
	Iteration 27Q: 3 clusters Score -314181.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -314185.562500 Penalty: 4002.394043
	Iteration 28Q: 3 clusters Score -314185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -314187.812500 Penalty: 4002.394043
	Iteration 29Q: 3 clusters Score -314187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -314190.156250 Penalty: 4002.394043
	Iteration 30Q: 3 clusters Score -314190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -314192.125000 Penalty: 4002.394043
	Iteration 31Q: 3 clusters Score -314192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -314194.093750 Penalty: 4002.394043
	Iteration 32Q: 3 clusters Score -314194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -314195.812500 Penalty: 4002.394043
	Iteration 33Q: 3 clusters Score -314195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -314196.312500 Penalty: 4002.394043
	Iteration 34Q: 3 clusters Score -314196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -314196.875000 Penalty: 4002.394043
	Iteration 35Q: 3 clusters Score -314196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -314198.218750 Penalty: 4002.394043
	Iteration 36Q: 3 clusters Score -314198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -314199.250000 Penalty: 4002.394043
	Iteration 37Q: 3 clusters Score -314199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314199.875000 Penalty: 4002.394043
	Iteration 38Q: 3 clusters Score -314199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314199.875000 Penalty: 4002.394043
	Iteration 39F: 3 clusters Score -314199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -336902.000000 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -336902 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 1594 members 
Entering Unmasked Estep 
Score: -333566.500000 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -333566.5 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -334222.906250 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -334222.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -334426.875000 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -334426.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -334608.531250 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -334608.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -334772.812500 Penalty: 3985.176758
	Iteration 4F: 3 clusters Score -334772.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -334942.875000 Penalty: 3985.176758
	Iteration 5F: 3 clusters Score -334942.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -335116.656250 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -335116.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -335302.906250 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -335302.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -335455.562500 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -335455.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -335573.406250 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -335573.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -335682.468750 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -335682.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -335782.687500 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -335782.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -335891.906250 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -335891.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -336004.500000 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -336004.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -336113.562500 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -336113.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -336205.656250 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -336205.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -336284.906250 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -336284.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -336320.625000 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -336320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -336334.812500 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -336334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -336340.750000 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -336340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -336341.406250 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -336341.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -124558.484375 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -124558.5 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 570 members 
Entering Unmasked Estep 
Score: -122535.414062 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -122535.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -122932.421875 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -122932.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123109.585938 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -123109.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123231.390625 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -123231.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123317.031250 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -123317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123387.398438 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -123387.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123421.312500 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -123421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -123439.890625 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -123439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -123463.468750 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -123463.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -123482.750000 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -123482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -123494.429688 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -123494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -123505.335938 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -123505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -123515.531250 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -123515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -123522.539062 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -123522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -123526.851562 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -123526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -123533.750000 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -123533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -123541.773438 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -123541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -123545.875000 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -123545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -123549.828125 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -123549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -123552.835938 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -123552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -123555.796875 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -123555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -123558.218750 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -123558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -123558.218750 Penalty: 3486.427490
	Iteration 22F: 3 clusters Score -123558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Entering Unmasked Estep 
Score: -2233729.750000 Penalty: 2447.999023
	Iteration 0F: 2 clusters Score -2233730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2220052.250000 Penalty: 4895.998047
	Iteration 0F: 3 clusters Score -2220052 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2224554.000000 Penalty: 4895.998047
	Iteration 1F: 3 clusters Score -2224554 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2224915.000000 Penalty: 4895.998047
	Iteration 2F: 3 clusters Score -2224915 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2225209.750000 Penalty: 4895.998047
	Iteration 3Q: 3 clusters Score -2225210 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2225460.750000 Penalty: 4895.998047
	Iteration 4Q: 3 clusters Score -2225461 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2225730.000000 Penalty: 4895.998047
	Iteration 5Q: 3 clusters Score -2225730 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2226036.750000 Penalty: 4895.998047
	Iteration 6Q: 3 clusters Score -2226037 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2226450.750000 Penalty: 4895.998047
	Iteration 7Q: 3 clusters Score -2226451 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2227047.500000 Penalty: 4895.998047
	Iteration 8F: 3 clusters Score -2227048 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2227816.500000 Penalty: 4895.998047
	Iteration 9F: 3 clusters Score -2227816 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2228683.750000 Penalty: 4895.998047
	Iteration 10F: 3 clusters Score -2228684 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2229562.250000 Penalty: 4895.998047
	Iteration 11F: 3 clusters Score -2229562 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2230312.500000 Penalty: 4895.998047
	Iteration 12Q: 3 clusters Score -2230312 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2230810.750000 Penalty: 4895.998047
	Iteration 13Q: 3 clusters Score -2230811 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2231094.000000 Penalty: 4895.998047
	Iteration 14Q: 3 clusters Score -2231094 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2231278.250000 Penalty: 4895.998047
	Iteration 15Q: 3 clusters Score -2231278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2231388.250000 Penalty: 4895.998047
	Iteration 16Q: 3 clusters Score -2231388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2231455.000000 Penalty: 4895.998047
	Iteration 17Q: 3 clusters Score -2231455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2231495.750000 Penalty: 4895.998047
	Iteration 18Q: 3 clusters Score -2231496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2231511.750000 Penalty: 4895.998047
	Iteration 19Q: 3 clusters Score -2231512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2231534.750000 Penalty: 4895.998047
	Iteration 20F: 3 clusters Score -2231535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2231543.250000 Penalty: 4895.998047
	Iteration 21Q: 3 clusters Score -2231543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2231546.500000 Penalty: 4895.998047
	Iteration 22Q: 3 clusters Score -2231546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2231548.500000 Penalty: 4895.998047
	Iteration 23Q: 3 clusters Score -2231548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2231545.750000 Penalty: 4895.998047
	Iteration 24Q: 3 clusters Score -2231546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2231545.750000 Penalty: 4895.998047
	Iteration 25F: 3 clusters Score -2231546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -212017.953125 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -212018 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 917 members 
Entering Unmasked Estep 
Score: -209435.718750 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -209435.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209856.343750 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -209856.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209957.546875 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -209957.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -210004.000000 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -210004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210028.218750 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -210028.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210051.296875 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -210051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -210060.453125 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -210060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -210065.265625 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -210065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -210069.515625 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -210069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -210076.625000 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -210076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210082.343750 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -210082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -210085.312500 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -210085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210086.218750 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -210086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210087.296875 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -210087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210087.625000 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -210087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210088.890625 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -210088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210090.296875 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -210090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210090.296875 Penalty: 3737.771973
	Iteration 17F: 3 clusters Score -210090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Entering Unmasked Estep 
Score: -1398353.125000 Penalty: 2355.800781
	Iteration 0F: 2 clusters Score -1398353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1388596.125000 Penalty: 4711.601562
	Iteration 0F: 3 clusters Score -1388596 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1391621.750000 Penalty: 4711.601562
	Iteration 1F: 3 clusters Score -1391622 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1391982.875000 Penalty: 4711.601562
	Iteration 2F: 3 clusters Score -1391983 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1392272.625000 Penalty: 4711.601562
	Iteration 3F: 3 clusters Score -1392273 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1392570.000000 Penalty: 4711.601562
	Iteration 4Q: 3 clusters Score -1392570 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1392834.500000 Penalty: 4711.601562
	Iteration 5Q: 3 clusters Score -1392834 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1393080.750000 Penalty: 4711.601562
	Iteration 6Q: 3 clusters Score -1393081 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1393322.625000 Penalty: 4711.601562
	Iteration 7Q: 3 clusters Score -1393323 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1393564.125000 Penalty: 4711.601562
	Iteration 8Q: 3 clusters Score -1393564 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1393857.000000 Penalty: 4711.601562
	Iteration 9Q: 3 clusters Score -1393857 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1394139.625000 Penalty: 4711.601562
	Iteration 10Q: 3 clusters Score -1394140 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1394408.000000 Penalty: 4711.601562
	Iteration 11Q: 3 clusters Score -1394408 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1394647.125000 Penalty: 4711.601562
	Iteration 12Q: 3 clusters Score -1394647 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1394854.000000 Penalty: 4711.601562
	Iteration 13Q: 3 clusters Score -1394854 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1395028.000000 Penalty: 4711.601562
	Iteration 14Q: 3 clusters Score -1395028 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1395196.375000 Penalty: 4711.601562
	Iteration 15Q: 3 clusters Score -1395196 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1395336.875000 Penalty: 4711.601562
	Iteration 16Q: 3 clusters Score -1395337 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1395439.875000 Penalty: 4711.601562
	Iteration 17Q: 3 clusters Score -1395440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1395537.000000 Penalty: 4711.601562
	Iteration 18Q: 3 clusters Score -1395537 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1395628.875000 Penalty: 4711.601562
	Iteration 19Q: 3 clusters Score -1395629 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1395723.500000 Penalty: 4711.601562
	Iteration 20F: 3 clusters Score -1395724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1395811.375000 Penalty: 4711.601562
	Iteration 21Q: 3 clusters Score -1395811 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1395907.375000 Penalty: 4711.601562
	Iteration 22Q: 3 clusters Score -1395907 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1396000.000000 Penalty: 4711.601562
	Iteration 23Q: 3 clusters Score -1396000 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1396087.625000 Penalty: 4711.601562
	Iteration 24Q: 3 clusters Score -1396088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1396154.125000 Penalty: 4711.601562
	Iteration 25Q: 3 clusters Score -1396154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1396212.125000 Penalty: 4711.601562
	Iteration 26Q: 3 clusters Score -1396212 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1396277.125000 Penalty: 4711.601562
	Iteration 27Q: 3 clusters Score -1396277 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1396329.000000 Penalty: 4711.601562
	Iteration 28Q: 3 clusters Score -1396329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1396375.375000 Penalty: 4711.601562
	Iteration 29Q: 3 clusters Score -1396375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1396426.250000 Penalty: 4711.601562
	Iteration 30Q: 3 clusters Score -1396426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1396473.750000 Penalty: 4711.601562
	Iteration 31Q: 3 clusters Score -1396474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1396522.000000 Penalty: 4711.601562
	Iteration 32Q: 3 clusters Score -1396522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1396552.750000 Penalty: 4711.601562
	Iteration 33Q: 3 clusters Score -1396553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1396572.000000 Penalty: 4711.601562
	Iteration 34Q: 3 clusters Score -1396572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1396597.750000 Penalty: 4711.601562
	Iteration 35Q: 3 clusters Score -1396598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1396633.500000 Penalty: 4711.601562
	Iteration 36Q: 3 clusters Score -1396634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1396680.750000 Penalty: 4711.601562
	Iteration 37Q: 3 clusters Score -1396681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1396742.250000 Penalty: 4711.601562
	Iteration 38Q: 3 clusters Score -1396742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1396787.625000 Penalty: 4711.601562
	Iteration 39Q: 3 clusters Score -1396788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1396824.750000 Penalty: 4711.601562
	Iteration 40F: 3 clusters Score -1396825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1396846.125000 Penalty: 4711.601562
	Iteration 41Q: 3 clusters Score -1396846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1396864.500000 Penalty: 4711.601562
	Iteration 42Q: 3 clusters Score -1396864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1396881.125000 Penalty: 4711.601562
	Iteration 43Q: 3 clusters Score -1396881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1396901.000000 Penalty: 4711.601562
	Iteration 44Q: 3 clusters Score -1396901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1396910.750000 Penalty: 4711.601562
	Iteration 45Q: 3 clusters Score -1396911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1396931.625000 Penalty: 4711.601562
	Iteration 46Q: 3 clusters Score -1396932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1396941.500000 Penalty: 4711.601562
	Iteration 47Q: 3 clusters Score -1396942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1396956.875000 Penalty: 4711.601562
	Iteration 48Q: 3 clusters Score -1396957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1396973.625000 Penalty: 4711.601562
	Iteration 49Q: 3 clusters Score -1396974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1396991.250000 Penalty: 4711.601562
	Iteration 50Q: 3 clusters Score -1396991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1397011.500000 Penalty: 4711.601562
	Iteration 51Q: 3 clusters Score -1397012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1397019.875000 Penalty: 4711.601562
	Iteration 52Q: 3 clusters Score -1397020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1397023.625000 Penalty: 4711.601562
	Iteration 53Q: 3 clusters Score -1397024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1397027.500000 Penalty: 4711.601562
	Iteration 54Q: 3 clusters Score -1397028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1397031.000000 Penalty: 4711.601562
	Iteration 55Q: 3 clusters Score -1397031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1397032.875000 Penalty: 4711.601562
	Iteration 56Q: 3 clusters Score -1397033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1397032.250000 Penalty: 4711.601562
	Iteration 57Q: 3 clusters Score -1397032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1397034.625000 Penalty: 4711.601562
	Iteration 58Q: 3 clusters Score -1397035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1397037.500000 Penalty: 4711.601562
	Iteration 59Q: 3 clusters Score -1397038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1397040.125000 Penalty: 4711.601562
	Iteration 60F: 3 clusters Score -1397040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1397044.375000 Penalty: 4711.601562
	Iteration 61Q: 3 clusters Score -1397044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1397047.500000 Penalty: 4711.601562
	Iteration 62Q: 3 clusters Score -1397048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1397047.875000 Penalty: 4711.601562
	Iteration 63Q: 3 clusters Score -1397048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1397047.375000 Penalty: 4711.601562
	Iteration 64Q: 3 clusters Score -1397047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1397047.375000 Penalty: 4711.601562
	Iteration 65F: 3 clusters Score -1397047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Entering Unmasked Estep 
Score: -986370.062500 Penalty: 2244.355225
	Iteration 0F: 2 clusters Score -986370.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -979622.625000 Penalty: 4488.710449
	Iteration 0F: 3 clusters Score -979622.6 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -981425.000000 Penalty: 4488.710449
	Iteration 1F: 3 clusters Score -981425 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -981699.562500 Penalty: 4488.710449
	Iteration 2F: 3 clusters Score -981699.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -981883.437500 Penalty: 4488.710449
	Iteration 3Q: 3 clusters Score -981883.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -982025.812500 Penalty: 4488.710449
	Iteration 4Q: 3 clusters Score -982025.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -982148.125000 Penalty: 4488.710449
	Iteration 5Q: 3 clusters Score -982148.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -982264.625000 Penalty: 4488.710449
	Iteration 6Q: 3 clusters Score -982264.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -982390.812500 Penalty: 4488.710449
	Iteration 7Q: 3 clusters Score -982390.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -982547.375000 Penalty: 4488.710449
	Iteration 8Q: 3 clusters Score -982547.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -982721.687500 Penalty: 4488.710449
	Iteration 9Q: 3 clusters Score -982721.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -982892.125000 Penalty: 4488.710449
	Iteration 10Q: 3 clusters Score -982892.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -983059.250000 Penalty: 4488.710449
	Iteration 11Q: 3 clusters Score -983059.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -983241.125000 Penalty: 4488.710449
	Iteration 12Q: 3 clusters Score -983241.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -983423.000000 Penalty: 4488.710449
	Iteration 13Q: 3 clusters Score -983423 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -983614.312500 Penalty: 4488.710449
	Iteration 14Q: 3 clusters Score -983614.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -983784.125000 Penalty: 4488.710449
	Iteration 15Q: 3 clusters Score -983784.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -983923.562500 Penalty: 4488.710449
	Iteration 16Q: 3 clusters Score -983923.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -984047.062500 Penalty: 4488.710449
	Iteration 17Q: 3 clusters Score -984047.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -984150.562500 Penalty: 4488.710449
	Iteration 18Q: 3 clusters Score -984150.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -984224.562500 Penalty: 4488.710449
	Iteration 19Q: 3 clusters Score -984224.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -984280.750000 Penalty: 4488.710449
	Iteration 20F: 3 clusters Score -984280.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -984328.437500 Penalty: 4488.710449
	Iteration 21Q: 3 clusters Score -984328.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -984351.375000 Penalty: 4488.710449
	Iteration 22Q: 3 clusters Score -984351.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -984373.625000 Penalty: 4488.710449
	Iteration 23Q: 3 clusters Score -984373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -984385.625000 Penalty: 4488.710449
	Iteration 24Q: 3 clusters Score -984385.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -984397.312500 Penalty: 4488.710449
	Iteration 25Q: 3 clusters Score -984397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -984405.375000 Penalty: 4488.710449
	Iteration 26Q: 3 clusters Score -984405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -984415.375000 Penalty: 4488.710449
	Iteration 27Q: 3 clusters Score -984415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -984419.625000 Penalty: 4488.710449
	Iteration 28Q: 3 clusters Score -984419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -984426.625000 Penalty: 4488.710449
	Iteration 29Q: 3 clusters Score -984426.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -984432.437500 Penalty: 4488.710449
	Iteration 30Q: 3 clusters Score -984432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -984433.250000 Penalty: 4488.710449
	Iteration 31Q: 3 clusters Score -984433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -984438.687500 Penalty: 4488.710449
	Iteration 32Q: 3 clusters Score -984438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -984442.312500 Penalty: 4488.710449
	Iteration 33Q: 3 clusters Score -984442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -984442.187500 Penalty: 4488.710449
	Iteration 34Q: 3 clusters Score -984442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -984446.937500 Penalty: 4488.710449
	Iteration 35Q: 3 clusters Score -984446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -984449.187500 Penalty: 4488.710449
	Iteration 36Q: 3 clusters Score -984449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -984451.625000 Penalty: 4488.710449
	Iteration 37Q: 3 clusters Score -984451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -984453.750000 Penalty: 4488.710449
	Iteration 38Q: 3 clusters Score -984453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -984453.250000 Penalty: 4488.710449
	Iteration 39Q: 3 clusters Score -984453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -984453.250000 Penalty: 4488.710449
	Iteration 40F: 3 clusters Score -984453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -603785.812500 Penalty: 2135.313965
	Iteration 0F: 2 clusters Score -603785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -598936.062500 Penalty: 4270.627930
	Iteration 0F: 3 clusters Score -598936.1 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -600132.500000 Penalty: 4270.627930
	Iteration 1F: 3 clusters Score -600132.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -600396.437500 Penalty: 4270.627930
	Iteration 2F: 3 clusters Score -600396.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -600582.812500 Penalty: 4270.627930
	Iteration 3F: 3 clusters Score -600582.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -600698.375000 Penalty: 4270.627930
	Iteration 4Q: 3 clusters Score -600698.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -600800.562500 Penalty: 4270.627930
	Iteration 5Q: 3 clusters Score -600800.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -600880.875000 Penalty: 4270.627930
	Iteration 6Q: 3 clusters Score -600880.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -600959.937500 Penalty: 4270.627930
	Iteration 7Q: 3 clusters Score -600959.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -601044.187500 Penalty: 4270.627930
	Iteration 8Q: 3 clusters Score -601044.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -601131.062500 Penalty: 4270.627930
	Iteration 9Q: 3 clusters Score -601131.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -601231.500000 Penalty: 4270.627930
	Iteration 10Q: 3 clusters Score -601231.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -601320.000000 Penalty: 4270.627930
	Iteration 11Q: 3 clusters Score -601320 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -601416.875000 Penalty: 4270.627930
	Iteration 12Q: 3 clusters Score -601416.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -601521.125000 Penalty: 4270.627930
	Iteration 13Q: 3 clusters Score -601521.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -601621.562500 Penalty: 4270.627930
	Iteration 14Q: 3 clusters Score -601621.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -601691.625000 Penalty: 4270.627930
	Iteration 15Q: 3 clusters Score -601691.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -601754.437500 Penalty: 4270.627930
	Iteration 16Q: 3 clusters Score -601754.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -601829.812500 Penalty: 4270.627930
	Iteration 17Q: 3 clusters Score -601829.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -601882.250000 Penalty: 4270.627930
	Iteration 18Q: 3 clusters Score -601882.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -601920.250000 Penalty: 4270.627930
	Iteration 19Q: 3 clusters Score -601920.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -601951.812500 Penalty: 4270.627930
	Iteration 20F: 3 clusters Score -601951.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -601978.625000 Penalty: 4270.627930
	Iteration 21Q: 3 clusters Score -601978.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -601998.375000 Penalty: 4270.627930
	Iteration 22Q: 3 clusters Score -601998.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -602011.625000 Penalty: 4270.627930
	Iteration 23Q: 3 clusters Score -602011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -602020.062500 Penalty: 4270.627930
	Iteration 24Q: 3 clusters Score -602020.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -602032.687500 Penalty: 4270.627930
	Iteration 25Q: 3 clusters Score -602032.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -602041.000000 Penalty: 4270.627930
	Iteration 26Q: 3 clusters Score -602041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -602055.875000 Penalty: 4270.627930
	Iteration 27Q: 3 clusters Score -602055.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -602071.312500 Penalty: 4270.627930
	Iteration 28Q: 3 clusters Score -602071.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -602081.375000 Penalty: 4270.627930
	Iteration 29Q: 3 clusters Score -602081.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -602095.312500 Penalty: 4270.627930
	Iteration 30Q: 3 clusters Score -602095.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -602103.875000 Penalty: 4270.627930
	Iteration 31Q: 3 clusters Score -602103.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -602115.625000 Penalty: 4270.627930
	Iteration 32Q: 3 clusters Score -602115.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -602124.250000 Penalty: 4270.627930
	Iteration 33Q: 3 clusters Score -602124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -602128.187500 Penalty: 4270.627930
	Iteration 34Q: 3 clusters Score -602128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -602131.187500 Penalty: 4270.627930
	Iteration 35Q: 3 clusters Score -602131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -602133.062500 Penalty: 4270.627930
	Iteration 36Q: 3 clusters Score -602133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -602133.625000 Penalty: 4270.627930
	Iteration 37Q: 3 clusters Score -602133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -602134.000000 Penalty: 4270.627930
	Iteration 38Q: 3 clusters Score -602134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -602134.187500 Penalty: 4270.627930
	Iteration 39Q: 3 clusters Score -602134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -602134.187500 Penalty: 4270.627930
	Iteration 40F: 3 clusters Score -602134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Entering Unmasked Estep 
Score: -1319397.625000 Penalty: 2327.742188
	Iteration 0F: 2 clusters Score -1319398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1310479.625000 Penalty: 4655.484375
	Iteration 0F: 3 clusters Score -1310480 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1313223.625000 Penalty: 4655.484375
	Iteration 1F: 3 clusters Score -1313224 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1313540.500000 Penalty: 4655.484375
	Iteration 2F: 3 clusters Score -1313540 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1313765.500000 Penalty: 4655.484375
	Iteration 3Q: 3 clusters Score -1313766 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1313935.375000 Penalty: 4655.484375
	Iteration 4Q: 3 clusters Score -1313935 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1314061.875000 Penalty: 4655.484375
	Iteration 5Q: 3 clusters Score -1314062 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1314166.625000 Penalty: 4655.484375
	Iteration 6Q: 3 clusters Score -1314167 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1314259.375000 Penalty: 4655.484375
	Iteration 7Q: 3 clusters Score -1314259 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1314351.375000 Penalty: 4655.484375
	Iteration 8Q: 3 clusters Score -1314351 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1314436.000000 Penalty: 4655.484375
	Iteration 9Q: 3 clusters Score -1314436 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1314524.375000 Penalty: 4655.484375
	Iteration 10Q: 3 clusters Score -1314524 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1314599.125000 Penalty: 4655.484375
	Iteration 11Q: 3 clusters Score -1314599 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1314704.500000 Penalty: 4655.484375
	Iteration 12Q: 3 clusters Score -1314704 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1314815.500000 Penalty: 4655.484375
	Iteration 13Q: 3 clusters Score -1314816 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1314930.000000 Penalty: 4655.484375
	Iteration 14Q: 3 clusters Score -1314930 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1315049.125000 Penalty: 4655.484375
	Iteration 15Q: 3 clusters Score -1315049 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1315190.625000 Penalty: 4655.484375
	Iteration 16Q: 3 clusters Score -1315191 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1315367.875000 Penalty: 4655.484375
	Iteration 17Q: 3 clusters Score -1315368 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1315556.375000 Penalty: 4655.484375
	Iteration 18Q: 3 clusters Score -1315556 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1315738.250000 Penalty: 4655.484375
	Iteration 19Q: 3 clusters Score -1315738 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1315918.125000 Penalty: 4655.484375
	Iteration 20F: 3 clusters Score -1315918 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1316100.250000 Penalty: 4655.484375
	Iteration 21Q: 3 clusters Score -1316100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1316247.875000 Penalty: 4655.484375
	Iteration 22Q: 3 clusters Score -1316248 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1316408.625000 Penalty: 4655.484375
	Iteration 23Q: 3 clusters Score -1316409 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1316588.625000 Penalty: 4655.484375
	Iteration 24Q: 3 clusters Score -1316589 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1316757.000000 Penalty: 4655.484375
	Iteration 25Q: 3 clusters Score -1316757 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1316915.750000 Penalty: 4655.484375
	Iteration 26Q: 3 clusters Score -1316916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1317086.375000 Penalty: 4655.484375
	Iteration 27Q: 3 clusters Score -1317086 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1317268.000000 Penalty: 4655.484375
	Iteration 28Q: 3 clusters Score -1317268 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1317511.125000 Penalty: 4655.484375
	Iteration 29Q: 3 clusters Score -1317511 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1317718.500000 Penalty: 4655.484375
	Iteration 30Q: 3 clusters Score -1317718 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1317885.250000 Penalty: 4655.484375
	Iteration 31Q: 3 clusters Score -1317885 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1318017.375000 Penalty: 4655.484375
	Iteration 32Q: 3 clusters Score -1318017 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1318117.250000 Penalty: 4655.484375
	Iteration 33Q: 3 clusters Score -1318117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1318214.875000 Penalty: 4655.484375
	Iteration 34Q: 3 clusters Score -1318215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1318281.625000 Penalty: 4655.484375
	Iteration 35Q: 3 clusters Score -1318282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1318338.875000 Penalty: 4655.484375
	Iteration 36Q: 3 clusters Score -1318339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1318374.875000 Penalty: 4655.484375
	Iteration 37Q: 3 clusters Score -1318375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1318402.875000 Penalty: 4655.484375
	Iteration 38Q: 3 clusters Score -1318403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1318425.625000 Penalty: 4655.484375
	Iteration 39Q: 3 clusters Score -1318426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1318439.000000 Penalty: 4655.484375
	Iteration 40F: 3 clusters Score -1318439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1318448.875000 Penalty: 4655.484375
	Iteration 41Q: 3 clusters Score -1318449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1318451.000000 Penalty: 4655.484375
	Iteration 42Q: 3 clusters Score -1318451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1318449.000000 Penalty: 4655.484375
	Iteration 43Q: 3 clusters Score -1318449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1318449.000000 Penalty: 4655.484375
	Iteration 44F: 3 clusters Score -1318449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -23349.250000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -23349.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22153.552734 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -22153.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22290.009766 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -22290.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22345.958984 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -22345.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22387.078125 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -22387.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22397.142578 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -22397.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22410.318359 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -22410.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22410.318359 Penalty: 2798.385986
	Iteration 6F: 3 clusters Score -22410.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -33839.601562 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -33839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32529.148438 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -32529.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32703.148438 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -32703.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32755.185547 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -32755.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32780.289062 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -32780.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32788.257812 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -32788.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32798.304688 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -32798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32798.304688 Penalty: 2916.744385
	Iteration 6F: 3 clusters Score -32798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -713026.187500 Penalty: 2172.436768
	Iteration 0F: 2 clusters Score -713026.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -707650.875000 Penalty: 4344.873535
	Iteration 0F: 3 clusters Score -707650.9 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -709097.375000 Penalty: 4344.873535
	Iteration 1F: 3 clusters Score -709097.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -709321.875000 Penalty: 4344.873535
	Iteration 2F: 3 clusters Score -709321.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -709459.750000 Penalty: 4344.873535
	Iteration 3Q: 3 clusters Score -709459.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -709583.625000 Penalty: 4344.873535
	Iteration 4Q: 3 clusters Score -709583.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -709681.437500 Penalty: 4344.873535
	Iteration 5Q: 3 clusters Score -709681.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -709787.500000 Penalty: 4344.873535
	Iteration 6Q: 3 clusters Score -709787.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -709891.125000 Penalty: 4344.873535
	Iteration 7Q: 3 clusters Score -709891.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -709979.125000 Penalty: 4344.873535
	Iteration 8Q: 3 clusters Score -709979.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -710070.687500 Penalty: 4344.873535
	Iteration 9Q: 3 clusters Score -710070.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -710172.625000 Penalty: 4344.873535
	Iteration 10Q: 3 clusters Score -710172.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -710281.375000 Penalty: 4344.873535
	Iteration 11Q: 3 clusters Score -710281.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -710412.375000 Penalty: 4344.873535
	Iteration 12Q: 3 clusters Score -710412.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -710563.937500 Penalty: 4344.873535
	Iteration 13Q: 3 clusters Score -710563.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -710695.750000 Penalty: 4344.873535
	Iteration 14Q: 3 clusters Score -710695.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -710797.812500 Penalty: 4344.873535
	Iteration 15Q: 3 clusters Score -710797.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -710878.312500 Penalty: 4344.873535
	Iteration 16Q: 3 clusters Score -710878.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -710948.375000 Penalty: 4344.873535
	Iteration 17Q: 3 clusters Score -710948.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -710998.437500 Penalty: 4344.873535
	Iteration 18Q: 3 clusters Score -710998.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -711030.625000 Penalty: 4344.873535
	Iteration 19Q: 3 clusters Score -711030.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -711054.125000 Penalty: 4344.873535
	Iteration 20F: 3 clusters Score -711054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711066.312500 Penalty: 4344.873535
	Iteration 21Q: 3 clusters Score -711066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -711076.687500 Penalty: 4344.873535
	Iteration 22Q: 3 clusters Score -711076.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -711093.187500 Penalty: 4344.873535
	Iteration 23Q: 3 clusters Score -711093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -711103.187500 Penalty: 4344.873535
	Iteration 24Q: 3 clusters Score -711103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -711110.187500 Penalty: 4344.873535
	Iteration 25Q: 3 clusters Score -711110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -711117.750000 Penalty: 4344.873535
	Iteration 26Q: 3 clusters Score -711117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -711121.875000 Penalty: 4344.873535
	Iteration 27Q: 3 clusters Score -711121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -711127.312500 Penalty: 4344.873535
	Iteration 28Q: 3 clusters Score -711127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -711128.812500 Penalty: 4344.873535
	Iteration 29Q: 3 clusters Score -711128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -711130.000000 Penalty: 4344.873535
	Iteration 30Q: 3 clusters Score -711130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -711130.875000 Penalty: 4344.873535
	Iteration 31Q: 3 clusters Score -711130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -711131.437500 Penalty: 4344.873535
	Iteration 32Q: 3 clusters Score -711131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -711131.437500 Penalty: 4344.873535
	Iteration 33F: 3 clusters Score -711131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Entering Unmasked Estep 
Score: -3200957.750000 Penalty: 2561.992676
	Iteration 0F: 2 clusters Score -3200958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3180042.500000 Penalty: 5123.985352
	Iteration 0F: 3 clusters Score -3180042 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3187641.000000 Penalty: 5123.985352
	Iteration 1F: 3 clusters Score -3187641 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3188206.500000 Penalty: 5123.985352
	Iteration 2F: 3 clusters Score -3188206 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3188796.250000 Penalty: 5123.985352
	Iteration 3Q: 3 clusters Score -3188796 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3189437.250000 Penalty: 5123.985352
	Iteration 4Q: 3 clusters Score -3189437 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3190173.500000 Penalty: 5123.985352
	Iteration 5Q: 3 clusters Score -3190174 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3190980.250000 Penalty: 5123.985352
	Iteration 6F: 3 clusters Score -3190980 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3191837.250000 Penalty: 5123.985352
	Iteration 7F: 3 clusters Score -3191837 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3192825.500000 Penalty: 5123.985352
	Iteration 8F: 3 clusters Score -3192826 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3193837.500000 Penalty: 5123.985352
	Iteration 9F: 3 clusters Score -3193838 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3194813.750000 Penalty: 5123.985352
	Iteration 10Q: 3 clusters Score -3194814 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3195644.500000 Penalty: 5123.985352
	Iteration 11Q: 3 clusters Score -3195644 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3196324.000000 Penalty: 5123.985352
	Iteration 12Q: 3 clusters Score -3196324 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3196857.250000 Penalty: 5123.985352
	Iteration 13Q: 3 clusters Score -3196857 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3197339.500000 Penalty: 5123.985352
	Iteration 14Q: 3 clusters Score -3197340 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3197689.750000 Penalty: 5123.985352
	Iteration 15Q: 3 clusters Score -3197690 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3197977.250000 Penalty: 5123.985352
	Iteration 16Q: 3 clusters Score -3197977 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3198260.250000 Penalty: 5123.985352
	Iteration 17Q: 3 clusters Score -3198260 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3198493.500000 Penalty: 5123.985352
	Iteration 18Q: 3 clusters Score -3198494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3198699.250000 Penalty: 5123.985352
	Iteration 19Q: 3 clusters Score -3198699 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3198888.750000 Penalty: 5123.985352
	Iteration 20F: 3 clusters Score -3198889 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3199048.250000 Penalty: 5123.985352
	Iteration 21Q: 3 clusters Score -3199048 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3199190.500000 Penalty: 5123.985352
	Iteration 22Q: 3 clusters Score -3199190 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3199355.500000 Penalty: 5123.985352
	Iteration 23Q: 3 clusters Score -3199356 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3199453.250000 Penalty: 5123.985352
	Iteration 24Q: 3 clusters Score -3199453 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3199508.250000 Penalty: 5123.985352
	Iteration 25Q: 3 clusters Score -3199508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3199545.250000 Penalty: 5123.985352
	Iteration 26Q: 3 clusters Score -3199545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3199568.500000 Penalty: 5123.985352
	Iteration 27Q: 3 clusters Score -3199568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3199578.250000 Penalty: 5123.985352
	Iteration 28Q: 3 clusters Score -3199578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3199579.250000 Penalty: 5123.985352
	Iteration 29Q: 3 clusters Score -3199579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3199594.250000 Penalty: 5123.985352
	Iteration 30Q: 3 clusters Score -3199594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3199601.750000 Penalty: 5123.985352
	Iteration 31Q: 3 clusters Score -3199602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3199604.500000 Penalty: 5123.985352
	Iteration 32Q: 3 clusters Score -3199604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3199608.000000 Penalty: 5123.985352
	Iteration 33Q: 3 clusters Score -3199608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3199610.000000 Penalty: 5123.985352
	Iteration 34Q: 3 clusters Score -3199610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3199614.000000 Penalty: 5123.985352
	Iteration 35Q: 3 clusters Score -3199614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3199612.250000 Penalty: 5123.985352
	Iteration 36Q: 3 clusters Score -3199612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3199614.000000 Penalty: 5123.985352
	Iteration 37Q: 3 clusters Score -3199614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3199614.250000 Penalty: 5123.985352
	Iteration 38Q: 3 clusters Score -3199614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3199616.750000 Penalty: 5123.985352
	Iteration 39Q: 3 clusters Score -3199617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3199616.500000 Penalty: 5123.985352
	Iteration 40F: 3 clusters Score -3199616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3199615.500000 Penalty: 5123.985352
	Iteration 41Q: 3 clusters Score -3199616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3199617.250000 Penalty: 5123.985352
	Iteration 42Q: 3 clusters Score -3199617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3199612.750000 Penalty: 5123.985352
	Iteration 43Q: 3 clusters Score -3199613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3199618.750000 Penalty: 5123.985352
	Iteration 44Q: 3 clusters Score -3199619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3199621.750000 Penalty: 5123.985352
	Iteration 45Q: 3 clusters Score -3199622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3199622.750000 Penalty: 5123.985352
	Iteration 46Q: 3 clusters Score -3199623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3199623.250000 Penalty: 5123.985352
	Iteration 47Q: 3 clusters Score -3199623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3199624.000000 Penalty: 5123.985352
	Iteration 48Q: 3 clusters Score -3199624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3199628.500000 Penalty: 5123.985352
	Iteration 49Q: 3 clusters Score -3199628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3199633.000000 Penalty: 5123.985352
	Iteration 50Q: 3 clusters Score -3199633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3199634.250000 Penalty: 5123.985352
	Iteration 51Q: 3 clusters Score -3199634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3199636.000000 Penalty: 5123.985352
	Iteration 52Q: 3 clusters Score -3199636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3199635.250000 Penalty: 5123.985352
	Iteration 53Q: 3 clusters Score -3199635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3199635.500000 Penalty: 5123.985352
	Iteration 54Q: 3 clusters Score -3199636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3199637.750000 Penalty: 5123.985352
	Iteration 55Q: 3 clusters Score -3199638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3199635.500000 Penalty: 5123.985352
	Iteration 56Q: 3 clusters Score -3199636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3199639.250000 Penalty: 5123.985352
	Iteration 57Q: 3 clusters Score -3199639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3199641.500000 Penalty: 5123.985352
	Iteration 58Q: 3 clusters Score -3199642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3199638.000000 Penalty: 5123.985352
	Iteration 59Q: 3 clusters Score -3199638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3199638.000000 Penalty: 5123.985352
	Iteration 60F: 3 clusters Score -3199638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Entering Unmasked Estep 
Score: -1627120.625000 Penalty: 2371.022461
	Iteration 0F: 2 clusters Score -1627121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1616707.250000 Penalty: 4742.044922
	Iteration 0F: 3 clusters Score -1616707 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1619897.500000 Penalty: 4742.044922
	Iteration 1F: 3 clusters Score -1619898 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1620210.125000 Penalty: 4742.044922
	Iteration 2F: 3 clusters Score -1620210 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1620429.000000 Penalty: 4742.044922
	Iteration 3Q: 3 clusters Score -1620429 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1620588.375000 Penalty: 4742.044922
	Iteration 4Q: 3 clusters Score -1620588 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1620702.375000 Penalty: 4742.044922
	Iteration 5Q: 3 clusters Score -1620702 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1620788.500000 Penalty: 4742.044922
	Iteration 6Q: 3 clusters Score -1620788 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1620854.250000 Penalty: 4742.044922
	Iteration 7Q: 3 clusters Score -1620854 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1620909.000000 Penalty: 4742.044922
	Iteration 8Q: 3 clusters Score -1620909 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1620961.250000 Penalty: 4742.044922
	Iteration 9Q: 3 clusters Score -1620961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1621006.375000 Penalty: 4742.044922
	Iteration 10Q: 3 clusters Score -1621006 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1621046.375000 Penalty: 4742.044922
	Iteration 11Q: 3 clusters Score -1621046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1621067.125000 Penalty: 4742.044922
	Iteration 12Q: 3 clusters Score -1621067 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1621097.875000 Penalty: 4742.044922
	Iteration 13Q: 3 clusters Score -1621098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1621118.000000 Penalty: 4742.044922
	Iteration 14Q: 3 clusters Score -1621118 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1621134.375000 Penalty: 4742.044922
	Iteration 15Q: 3 clusters Score -1621134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1621156.500000 Penalty: 4742.044922
	Iteration 16Q: 3 clusters Score -1621156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1621171.250000 Penalty: 4742.044922
	Iteration 17Q: 3 clusters Score -1621171 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1621190.375000 Penalty: 4742.044922
	Iteration 18Q: 3 clusters Score -1621190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1621203.375000 Penalty: 4742.044922
	Iteration 19Q: 3 clusters Score -1621203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1621223.250000 Penalty: 4742.044922
	Iteration 20F: 3 clusters Score -1621223 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1621245.750000 Penalty: 4742.044922
	Iteration 21Q: 3 clusters Score -1621246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1621259.750000 Penalty: 4742.044922
	Iteration 22Q: 3 clusters Score -1621260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1621273.625000 Penalty: 4742.044922
	Iteration 23Q: 3 clusters Score -1621274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1621288.625000 Penalty: 4742.044922
	Iteration 24Q: 3 clusters Score -1621289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1621309.625000 Penalty: 4742.044922
	Iteration 25Q: 3 clusters Score -1621310 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1621325.500000 Penalty: 4742.044922
	Iteration 26Q: 3 clusters Score -1621326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1621345.000000 Penalty: 4742.044922
	Iteration 27Q: 3 clusters Score -1621345 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1621381.625000 Penalty: 4742.044922
	Iteration 28Q: 3 clusters Score -1621382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1621408.625000 Penalty: 4742.044922
	Iteration 29Q: 3 clusters Score -1621409 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1621445.125000 Penalty: 4742.044922
	Iteration 30Q: 3 clusters Score -1621445 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1621501.000000 Penalty: 4742.044922
	Iteration 31Q: 3 clusters Score -1621501 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1621597.125000 Penalty: 4742.044922
	Iteration 32Q: 3 clusters Score -1621597 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1621726.750000 Penalty: 4742.044922
	Iteration 33Q: 3 clusters Score -1621727 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1621877.875000 Penalty: 4742.044922
	Iteration 34Q: 3 clusters Score -1621878 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1622040.625000 Penalty: 4742.044922
	Iteration 35Q: 3 clusters Score -1622041 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1622252.125000 Penalty: 4742.044922
	Iteration 36Q: 3 clusters Score -1622252 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1622488.875000 Penalty: 4742.044922
	Iteration 37Q: 3 clusters Score -1622489 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1622750.625000 Penalty: 4742.044922
	Iteration 38Q: 3 clusters Score -1622751 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1622984.125000 Penalty: 4742.044922
	Iteration 39Q: 3 clusters Score -1622984 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1623185.875000 Penalty: 4742.044922
	Iteration 40F: 3 clusters Score -1623186 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1623369.000000 Penalty: 4742.044922
	Iteration 41Q: 3 clusters Score -1623369 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1623500.750000 Penalty: 4742.044922
	Iteration 42Q: 3 clusters Score -1623501 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1623583.750000 Penalty: 4742.044922
	Iteration 43Q: 3 clusters Score -1623584 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1623645.500000 Penalty: 4742.044922
	Iteration 44Q: 3 clusters Score -1623646 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1623684.750000 Penalty: 4742.044922
	Iteration 45Q: 3 clusters Score -1623685 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1623719.125000 Penalty: 4742.044922
	Iteration 46Q: 3 clusters Score -1623719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1623742.125000 Penalty: 4742.044922
	Iteration 47Q: 3 clusters Score -1623742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1623764.500000 Penalty: 4742.044922
	Iteration 48Q: 3 clusters Score -1623764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1623782.875000 Penalty: 4742.044922
	Iteration 49Q: 3 clusters Score -1623783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1623806.375000 Penalty: 4742.044922
	Iteration 50Q: 3 clusters Score -1623806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1623810.875000 Penalty: 4742.044922
	Iteration 51Q: 3 clusters Score -1623811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1623826.250000 Penalty: 4742.044922
	Iteration 52Q: 3 clusters Score -1623826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1623833.375000 Penalty: 4742.044922
	Iteration 53Q: 3 clusters Score -1623833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1623840.375000 Penalty: 4742.044922
	Iteration 54Q: 3 clusters Score -1623840 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1623851 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1623862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1623873 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1623884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1623887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1623889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1623898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1623902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1623903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1623911.375000 Penalty: 4742.044922
	Iteration 64Q: 3 clusters Score -1623911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1623914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1623921.375000 Penalty: 4742.044922
	Iteration 66Q: 3 clusters Score -1623921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1623920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1623922 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1623927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1623932.125000 Penalty: 4742.044922
	Iteration 70Q: 3 clusters Score -1623932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1623938.625000 Penalty: 4742.044922
	Iteration 71Q: 3 clusters Score -1623939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1623937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1623945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1623950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1623956.750000 Penalty: 4742.044922
	Iteration 75Q: 3 clusters Score -1623957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1623959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1623963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1623966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1623972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1623980 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1623983 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1623985 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1623986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1623993 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1623993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1624000 nChanged 30
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1624000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1624005.875000 Penalty: 4742.044922
	Iteration 88Q: 3 clusters Score -1624006 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1624009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1624010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1624009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1624015.000000 Penalty: 4742.044922
	Iteration 92Q: 3 clusters Score -1624015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1624019.750000 Penalty: 4742.044922
	Iteration 93Q: 3 clusters Score -1624020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1624021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1624022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1624021 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1624023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1624024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1624026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1624031.125000 Penalty: 4742.044922
	Iteration 100F: 3 clusters Score -1624031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1624036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1624039 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1624035.000000 Penalty: 4742.044922
	Iteration 103Q: 3 clusters Score -1624035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1624043.625000 Penalty: 4742.044922
	Iteration 104Q: 3 clusters Score -1624044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1624046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1624048.375000 Penalty: 4742.044922
	Iteration 106Q: 3 clusters Score -1624048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1624054.500000 Penalty: 4742.044922
	Iteration 107Q: 3 clusters Score -1624054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1624061.875000 Penalty: 4742.044922
	Iteration 108Q: 3 clusters Score -1624062 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1624066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1624071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1624069.500000 Penalty: 4742.044922
	Iteration 111Q: 3 clusters Score -1624070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1624072.000000 Penalty: 4742.044922
	Iteration 112Q: 3 clusters Score -1624072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1624075 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1624075.625000 Penalty: 4742.044922
	Iteration 114Q: 3 clusters Score -1624076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1624081.375000 Penalty: 4742.044922
	Iteration 115Q: 3 clusters Score -1624081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1624087.875000 Penalty: 4742.044922
	Iteration 116Q: 3 clusters Score -1624088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1624088 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1624098.625000 Penalty: 4742.044922
	Iteration 118Q: 3 clusters Score -1624099 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1624106 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1624119.000000 Penalty: 4742.044922
	Iteration 120F: 3 clusters Score -1624119 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1624121 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1624131.500000 Penalty: 4742.044922
	Iteration 122Q: 3 clusters Score -1624132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1624141.500000 Penalty: 4742.044922
	Iteration 123Q: 3 clusters Score -1624142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1624144.250000 Penalty: 4742.044922
	Iteration 124Q: 3 clusters Score -1624144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1624156.250000 Penalty: 4742.044922
	Iteration 125Q: 3 clusters Score -1624156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1624163.375000 Penalty: 4742.044922
	Iteration 126Q: 3 clusters Score -1624163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1624165.875000 Penalty: 4742.044922
	Iteration 127Q: 3 clusters Score -1624166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1624182.625000 Penalty: 4742.044922
	Iteration 128Q: 3 clusters Score -1624183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1624190.625000 Penalty: 4742.044922
	Iteration 129Q: 3 clusters Score -1624191 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1624194.375000 Penalty: 4742.044922
	Iteration 130Q: 3 clusters Score -1624194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1624197.250000 Penalty: 4742.044922
	Iteration 131Q: 3 clusters Score -1624197 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1624206.125000 Penalty: 4742.044922
	Iteration 132Q: 3 clusters Score -1624206 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1624208.625000 Penalty: 4742.044922
	Iteration 133Q: 3 clusters Score -1624209 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1624219.250000 Penalty: 4742.044922
	Iteration 134Q: 3 clusters Score -1624219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1624227.625000 Penalty: 4742.044922
	Iteration 135Q: 3 clusters Score -1624228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1624241.500000 Penalty: 4742.044922
	Iteration 136Q: 3 clusters Score -1624242 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1624249.375000 Penalty: 4742.044922
	Iteration 137Q: 3 clusters Score -1624249 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1624253.375000 Penalty: 4742.044922
	Iteration 138Q: 3 clusters Score -1624253 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1624261.750000 Penalty: 4742.044922
	Iteration 139Q: 3 clusters Score -1624262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1624277.875000 Penalty: 4742.044922
	Iteration 140F: 3 clusters Score -1624278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1624289.500000 Penalty: 4742.044922
	Iteration 141Q: 3 clusters Score -1624290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1624302.750000 Penalty: 4742.044922
	Iteration 142Q: 3 clusters Score -1624303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1624314.625000 Penalty: 4742.044922
	Iteration 143Q: 3 clusters Score -1624315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1624329.375000 Penalty: 4742.044922
	Iteration 144Q: 3 clusters Score -1624329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1624350.875000 Penalty: 4742.044922
	Iteration 145Q: 3 clusters Score -1624351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1624363.500000 Penalty: 4742.044922
	Iteration 146Q: 3 clusters Score -1624364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1624375.000000 Penalty: 4742.044922
	Iteration 147Q: 3 clusters Score -1624375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1624386.250000 Penalty: 4742.044922
	Iteration 148Q: 3 clusters Score -1624386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1624395.750000 Penalty: 4742.044922
	Iteration 149Q: 3 clusters Score -1624396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1624408.125000 Penalty: 4742.044922
	Iteration 150Q: 3 clusters Score -1624408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1624419.000000 Penalty: 4742.044922
	Iteration 151Q: 3 clusters Score -1624419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1624433.500000 Penalty: 4742.044922
	Iteration 152Q: 3 clusters Score -1624434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1624458.000000 Penalty: 4742.044922
	Iteration 153Q: 3 clusters Score -1624458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1624474.125000 Penalty: 4742.044922
	Iteration 154Q: 3 clusters Score -1624474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1624489.875000 Penalty: 4742.044922
	Iteration 155Q: 3 clusters Score -1624490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1624508.000000 Penalty: 4742.044922
	Iteration 156Q: 3 clusters Score -1624508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1624544.125000 Penalty: 4742.044922
	Iteration 157Q: 3 clusters Score -1624544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1624561.375000 Penalty: 4742.044922
	Iteration 158Q: 3 clusters Score -1624561 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1624581.875000 Penalty: 4742.044922
	Iteration 159Q: 3 clusters Score -1624582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1624600.375000 Penalty: 4742.044922
	Iteration 160F: 3 clusters Score -1624600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1624624.875000 Penalty: 4742.044922
	Iteration 161Q: 3 clusters Score -1624625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1624637.375000 Penalty: 4742.044922
	Iteration 162Q: 3 clusters Score -1624637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1624648.875000 Penalty: 4742.044922
	Iteration 163Q: 3 clusters Score -1624649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1624664.125000 Penalty: 4742.044922
	Iteration 164Q: 3 clusters Score -1624664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1624682.750000 Penalty: 4742.044922
	Iteration 165Q: 3 clusters Score -1624683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1624698.500000 Penalty: 4742.044922
	Iteration 166Q: 3 clusters Score -1624698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1624714.625000 Penalty: 4742.044922
	Iteration 167Q: 3 clusters Score -1624715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1624730.000000 Penalty: 4742.044922
	Iteration 168Q: 3 clusters Score -1624730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1624745.250000 Penalty: 4742.044922
	Iteration 169Q: 3 clusters Score -1624745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1624764.875000 Penalty: 4742.044922
	Iteration 170Q: 3 clusters Score -1624765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1624771.000000 Penalty: 4742.044922
	Iteration 171Q: 3 clusters Score -1624771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1624781.375000 Penalty: 4742.044922
	Iteration 172Q: 3 clusters Score -1624781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1624797.500000 Penalty: 4742.044922
	Iteration 173Q: 3 clusters Score -1624798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1624802.875000 Penalty: 4742.044922
	Iteration 174Q: 3 clusters Score -1624803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1624814.000000 Penalty: 4742.044922
	Iteration 175Q: 3 clusters Score -1624814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1624818.750000 Penalty: 4742.044922
	Iteration 176Q: 3 clusters Score -1624819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1624837.875000 Penalty: 4742.044922
	Iteration 177Q: 3 clusters Score -1624838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1624852.000000 Penalty: 4742.044922
	Iteration 178Q: 3 clusters Score -1624852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1624859.875000 Penalty: 4742.044922
	Iteration 179Q: 3 clusters Score -1624860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1624871.500000 Penalty: 4742.044922
	Iteration 180F: 3 clusters Score -1624872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1624891.375000 Penalty: 4742.044922
	Iteration 181Q: 3 clusters Score -1624891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1624905.000000 Penalty: 4742.044922
	Iteration 182Q: 3 clusters Score -1624905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1624921.125000 Penalty: 4742.044922
	Iteration 183Q: 3 clusters Score -1624921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1624931.875000 Penalty: 4742.044922
	Iteration 184Q: 3 clusters Score -1624932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1624937.625000 Penalty: 4742.044922
	Iteration 185Q: 3 clusters Score -1624938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1624953.750000 Penalty: 4742.044922
	Iteration 186Q: 3 clusters Score -1624954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1624958.500000 Penalty: 4742.044922
	Iteration 187Q: 3 clusters Score -1624958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1624970.375000 Penalty: 4742.044922
	Iteration 188Q: 3 clusters Score -1624970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1624978.750000 Penalty: 4742.044922
	Iteration 189Q: 3 clusters Score -1624979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1624987.625000 Penalty: 4742.044922
	Iteration 190Q: 3 clusters Score -1624988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1624995.000000 Penalty: 4742.044922
	Iteration 191Q: 3 clusters Score -1624995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1625001.250000 Penalty: 4742.044922
	Iteration 192Q: 3 clusters Score -1625001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1625008.875000 Penalty: 4742.044922
	Iteration 193Q: 3 clusters Score -1625009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1625017.125000 Penalty: 4742.044922
	Iteration 194Q: 3 clusters Score -1625017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1625025.500000 Penalty: 4742.044922
	Iteration 195Q: 3 clusters Score -1625026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1625033.375000 Penalty: 4742.044922
	Iteration 196Q: 3 clusters Score -1625033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1625041.000000 Penalty: 4742.044922
	Iteration 197Q: 3 clusters Score -1625041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1625046.875000 Penalty: 4742.044922
	Iteration 198Q: 3 clusters Score -1625047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1625047.750000 Penalty: 4742.044922
	Iteration 199Q: 3 clusters Score -1625048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1625058.375000 Penalty: 4742.044922
	Iteration 200F: 3 clusters Score -1625058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1625064.125000 Penalty: 4742.044922
	Iteration 201Q: 3 clusters Score -1625064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1625071.125000 Penalty: 4742.044922
	Iteration 202Q: 3 clusters Score -1625071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1625082.750000 Penalty: 4742.044922
	Iteration 203Q: 3 clusters Score -1625083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1625090.625000 Penalty: 4742.044922
	Iteration 204Q: 3 clusters Score -1625091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1625097.500000 Penalty: 4742.044922
	Iteration 205Q: 3 clusters Score -1625098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1625110.750000 Penalty: 4742.044922
	Iteration 206Q: 3 clusters Score -1625111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1625117.000000 Penalty: 4742.044922
	Iteration 207Q: 3 clusters Score -1625117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1625132.375000 Penalty: 4742.044922
	Iteration 208Q: 3 clusters Score -1625132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1625138.500000 Penalty: 4742.044922
	Iteration 209Q: 3 clusters Score -1625138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1625147.875000 Penalty: 4742.044922
	Iteration 210Q: 3 clusters Score -1625148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1625154.375000 Penalty: 4742.044922
	Iteration 211Q: 3 clusters Score -1625154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1625157.625000 Penalty: 4742.044922
	Iteration 212Q: 3 clusters Score -1625158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1625159.000000 Penalty: 4742.044922
	Iteration 213Q: 3 clusters Score -1625159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1625158.000000 Penalty: 4742.044922
	Iteration 214Q: 3 clusters Score -1625158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1625162.500000 Penalty: 4742.044922
	Iteration 215Q: 3 clusters Score -1625162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1625166.250000 Penalty: 4742.044922
	Iteration 216Q: 3 clusters Score -1625166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1625166.625000 Penalty: 4742.044922
	Iteration 217Q: 3 clusters Score -1625167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1625169.875000 Penalty: 4742.044922
	Iteration 218Q: 3 clusters Score -1625170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1625169.750000 Penalty: 4742.044922
	Iteration 219Q: 3 clusters Score -1625170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1625169.375000 Penalty: 4742.044922
	Iteration 220F: 3 clusters Score -1625169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1625170.750000 Penalty: 4742.044922
	Iteration 221Q: 3 clusters Score -1625171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1625170.500000 Penalty: 4742.044922
	Iteration 222Q: 3 clusters Score -1625170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1625170.500000 Penalty: 4742.044922
	Iteration 223F: 3 clusters Score -1625170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -280272.562500 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -280272.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277249.343750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -277249.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -277798.093750 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -277798.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277950.250000 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -277950.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -278030.812500 Penalty: 3889.575439
	Iteration 3Q: 3 clusters Score -278030.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -278076.718750 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -278076.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -278107.718750 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -278107.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -278131.312500 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -278131.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278145.312500 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -278145.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278155.343750 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -278155.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -278164.656250 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -278164.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -278170.937500 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -278170.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -278184.218750 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -278184.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -278194.125000 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -278194.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -278200.906250 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -278200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -278204.343750 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -278204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -278207.750000 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -278207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -278209.750000 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -278209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -278212.843750 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -278212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -278216.906250 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -278216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278220.781250 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -278220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -278225.937500 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -278225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -278230.437500 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -278230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -278235.531250 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -278235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -278237.906250 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -278237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -278240.312500 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -278240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -278241.718750 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -278241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -278244.531250 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -278244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -278246.593750 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -278246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -278247.625000 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -278247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -278248.250000 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -278248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -278248.250000 Penalty: 3889.575439
	Iteration 30F: 3 clusters Score -278248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -359425.093750 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -359425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -356029.312500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -356029.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -356702.750000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -356702.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -356865.687500 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -356865.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -356960.468750 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -356960.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -357015.000000 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -357015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -357051.812500 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -357051.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -357087.750000 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -357087.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -357108.812500 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -357108.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357120.093750 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -357120.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357126.968750 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -357127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -357131.718750 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -357131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -357134.187500 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -357134.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -357136.218750 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -357136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -357137.406250 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -357137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -357138.937500 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -357138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -357141.718750 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -357141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -357141.718750 Penalty: 3999.123047
	Iteration 16F: 3 clusters Score -357141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -528797.125000 Penalty: 2098.601562
	Iteration 0F: 2 clusters Score -528797.1 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 2344 members 
Entering Unmasked Estep 
Score: -524477.000000 Penalty: 4197.203125
	Iteration 0F: 3 clusters Score -524477 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -525543.750000 Penalty: 4197.203125
	Iteration 1F: 3 clusters Score -525543.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -525747.625000 Penalty: 4197.203125
	Iteration 2F: 3 clusters Score -525747.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -525849.750000 Penalty: 4197.203125
	Iteration 3Q: 3 clusters Score -525849.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -525923.562500 Penalty: 4197.203125
	Iteration 4Q: 3 clusters Score -525923.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -525994.625000 Penalty: 4197.203125
	Iteration 5Q: 3 clusters Score -525994.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -526049.875000 Penalty: 4197.203125
	Iteration 6Q: 3 clusters Score -526049.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -526091.687500 Penalty: 4197.203125
	Iteration 7Q: 3 clusters Score -526091.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -526124.562500 Penalty: 4197.203125
	Iteration 8Q: 3 clusters Score -526124.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -526159.250000 Penalty: 4197.203125
	Iteration 9Q: 3 clusters Score -526159.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -526189.312500 Penalty: 4197.203125
	Iteration 10Q: 3 clusters Score -526189.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -526219.250000 Penalty: 4197.203125
	Iteration 11Q: 3 clusters Score -526219.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -526243.875000 Penalty: 4197.203125
	Iteration 12Q: 3 clusters Score -526243.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -526272.062500 Penalty: 4197.203125
	Iteration 13Q: 3 clusters Score -526272.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -526298.937500 Penalty: 4197.203125
	Iteration 14Q: 3 clusters Score -526298.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -526322.562500 Penalty: 4197.203125
	Iteration 15Q: 3 clusters Score -526322.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -526349.187500 Penalty: 4197.203125
	Iteration 16Q: 3 clusters Score -526349.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -526379.312500 Penalty: 4197.203125
	Iteration 17Q: 3 clusters Score -526379.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -526409.125000 Penalty: 4197.203125
	Iteration 18Q: 3 clusters Score -526409.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -526441.875000 Penalty: 4197.203125
	Iteration 19Q: 3 clusters Score -526441.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -526472.000000 Penalty: 4197.203125
	Iteration 20F: 3 clusters Score -526472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -526501.312500 Penalty: 4197.203125
	Iteration 21Q: 3 clusters Score -526501.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -526531.437500 Penalty: 4197.203125
	Iteration 22Q: 3 clusters Score -526531.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -526560.875000 Penalty: 4197.203125
	Iteration 23Q: 3 clusters Score -526560.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -526596.375000 Penalty: 4197.203125
	Iteration 24Q: 3 clusters Score -526596.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -526634.500000 Penalty: 4197.203125
	Iteration 25Q: 3 clusters Score -526634.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -526666.875000 Penalty: 4197.203125
	Iteration 26Q: 3 clusters Score -526666.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -526691.375000 Penalty: 4197.203125
	Iteration 27Q: 3 clusters Score -526691.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -526715.687500 Penalty: 4197.203125
	Iteration 28Q: 3 clusters Score -526715.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -526740.500000 Penalty: 4197.203125
	Iteration 29Q: 3 clusters Score -526740.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -526754.812500 Penalty: 4197.203125
	Iteration 30Q: 3 clusters Score -526754.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -526766.500000 Penalty: 4197.203125
	Iteration 31Q: 3 clusters Score -526766.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -526776.437500 Penalty: 4197.203125
	Iteration 32Q: 3 clusters Score -526776.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -526794.562500 Penalty: 4197.203125
	Iteration 33Q: 3 clusters Score -526794.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -526810.250000 Penalty: 4197.203125
	Iteration 34Q: 3 clusters Score -526810.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -526823.437500 Penalty: 4197.203125
	Iteration 35Q: 3 clusters Score -526823.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -526837.000000 Penalty: 4197.203125
	Iteration 36Q: 3 clusters Score -526837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -526848.687500 Penalty: 4197.203125
	Iteration 37Q: 3 clusters Score -526848.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -526855.625000 Penalty: 4197.203125
	Iteration 38Q: 3 clusters Score -526855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -526860.125000 Penalty: 4197.203125
	Iteration 39Q: 3 clusters Score -526860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -526866.187500 Penalty: 4197.203125
	Iteration 40F: 3 clusters Score -526866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -526870.250000 Penalty: 4197.203125
	Iteration 41Q: 3 clusters Score -526870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -526872.062500 Penalty: 4197.203125
	Iteration 42Q: 3 clusters Score -526872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -526875.500000 Penalty: 4197.203125
	Iteration 43Q: 3 clusters Score -526875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -526879.500000 Penalty: 4197.203125
	Iteration 44Q: 3 clusters Score -526879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -526881.375000 Penalty: 4197.203125
	Iteration 45Q: 3 clusters Score -526881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -526884.000000 Penalty: 4197.203125
	Iteration 46Q: 3 clusters Score -526884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -526889.875000 Penalty: 4197.203125
	Iteration 47Q: 3 clusters Score -526889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -526892.187500 Penalty: 4197.203125
	Iteration 48Q: 3 clusters Score -526892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -526895.125000 Penalty: 4197.203125
	Iteration 49Q: 3 clusters Score -526895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -526898.687500 Penalty: 4197.203125
	Iteration 50Q: 3 clusters Score -526898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -526900.562500 Penalty: 4197.203125
	Iteration 51Q: 3 clusters Score -526900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -526906.562500 Penalty: 4197.203125
	Iteration 52Q: 3 clusters Score -526906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -526908.312500 Penalty: 4197.203125
	Iteration 53Q: 3 clusters Score -526908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -526909.875000 Penalty: 4197.203125
	Iteration 54Q: 3 clusters Score -526909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -526913.187500 Penalty: 4197.203125
	Iteration 55Q: 3 clusters Score -526913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -526914.437500 Penalty: 4197.203125
	Iteration 56Q: 3 clusters Score -526914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -526916.500000 Penalty: 4197.203125
	Iteration 57Q: 3 clusters Score -526916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -526918.375000 Penalty: 4197.203125
	Iteration 58Q: 3 clusters Score -526918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -526919.062500 Penalty: 4197.203125
	Iteration 59Q: 3 clusters Score -526919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -526919.062500 Penalty: 4197.203125
	Iteration 60F: 3 clusters Score -526919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -43232.179688 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -43232.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41774.046875 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -41774.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41992.503906 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -41992.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42100.160156 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -42100.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42179.753906 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -42179.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42212.183594 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -42212.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42232.789062 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -42232.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42241.929688 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -42241.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42253.964844 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -42253.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42260.285156 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -42260.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42268.605469 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -42268.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42271.097656 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -42271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42271.097656 Penalty: 3054.911377
	Iteration 11F: 3 clusters Score -42271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -970185.562500 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -970185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -963594.625000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -963594.6 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -965406.125000 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -965406.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -965683.000000 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -965683 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -965883.687500 Penalty: 4480.252441
	Iteration 3F: 3 clusters Score -965883.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -966047.062500 Penalty: 4480.252441
	Iteration 4Q: 3 clusters Score -966047.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -966171.500000 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -966171.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -966270.000000 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -966270 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -966350.812500 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -966350.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -966434.187500 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -966434.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -966529.000000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -966529 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -966646.437500 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -966646.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -966776.062500 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -966776.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -966937.937500 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -966937.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -967089.500000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -967089.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -967246.125000 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -967246.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -967397.250000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -967397.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -967530.312500 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -967530.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -967648.500000 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -967648.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -967764.500000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -967764.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -967844.625000 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -967844.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -967909.125000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -967909.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -967974.437500 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -967974.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -968017.625000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -968017.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -968062.125000 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -968062.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -968086.312500 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -968086.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -968108.562500 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -968108.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -968125.750000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -968125.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -968145.750000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -968145.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -968163.062500 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -968163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -968169.312500 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -968169.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -968177.125000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -968177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -968181.500000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -968181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -968187.250000 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -968187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -968192.437500 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -968192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -968196.875000 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -968196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -968201.500000 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -968201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -968206.187500 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -968206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -968213.687500 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -968213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -968221.375000 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -968221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -968227.750000 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -968227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -968230.812500 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -968230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -968236.187500 Penalty: 4480.252441
	Iteration 41Q: 3 clusters Score -968236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -968239.375000 Penalty: 4480.252441
	Iteration 42Q: 3 clusters Score -968239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -968241.062500 Penalty: 4480.252441
	Iteration 43Q: 3 clusters Score -968241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -968242.937500 Penalty: 4480.252441
	Iteration 44Q: 3 clusters Score -968242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -968242.937500 Penalty: 4480.252441
	Iteration 45F: 3 clusters Score -968242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -46086.300781 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -46086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44601.625000 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -44601.62 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44908.726562 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -44908.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45205.910156 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -45205.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45379.324219 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -45379.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45499.964844 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -45499.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45602.562500 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -45602.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45684.464844 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -45684.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45765.546875 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -45765.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45909.945312 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -45909.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45936.156250 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -45936.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45950.082031 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -45950.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45985.984375 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -45985.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46050.531250 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -46050.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46125.226562 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -46125.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46129.304688 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -46129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46149.949219 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -46149.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46155.492188 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -46155.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46163.402344 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -46163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46167.468750 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -46167.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46167.468750 Penalty: 3111.347168
	Iteration 19F: 3 clusters Score -46167.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41056 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346482 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7424 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 291 members 
Entering Unmasked Estep 
Score: -110923864.000000 Penalty: 164614.000000
Splitting cluster 44 changes total score from -110925648.000000 to -110923864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43244.679688 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -43244.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41832.347656 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -41832.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42107.421875 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -42107.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42297.933594 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -42297.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42581.042969 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -42581.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42820.933594 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -42820.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42961.726562 Penalty: 3063.229980
	Iteration 5F: 3 clusters Score -42961.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43187.910156 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -43187.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43273.730469 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -43273.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43306.800781 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -43306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43320.238281 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -43320.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43320.238281 Penalty: 3063.229980
	Iteration 10F: 3 clusters Score -43320.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41056 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346482 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 110 members 
Mstep: Class 46 contains 7424 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 371 members 
Entering Unmasked Estep 
Score: -110923840.000000 Penalty: 164614.000000
Splitting cluster 45 changes total score from -110925648.000000 to -110923840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -862465.437500 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -862465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -856406.875000 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -856406.9 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -858021.937500 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -858021.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -858280.875000 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -858280.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -858444.750000 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -858444.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -858558.500000 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -858558.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -858643.875000 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -858643.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -858703.875000 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -858703.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -858758.750000 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -858758.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -858816.375000 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -858816.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -858862.125000 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -858862.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -858898.000000 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -858898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -858927.812500 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -858927.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -858961.125000 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -858961.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -858989.187500 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -858989.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -859020.250000 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -859020.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -859045.812500 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -859045.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -859074.187500 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -859074.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -859118.312500 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -859118.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -859174.812500 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -859174.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -859239.562500 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -859239.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -859311.125000 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -859311.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -859380.937500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -859380.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -859447.000000 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -859447 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -859509.812500 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -859509.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -859570.125000 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -859570.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -859638.125000 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -859638.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -859700.812500 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -859700.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -859760.812500 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -859760.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -859823.250000 Penalty: 4420.586914
	Iteration 28Q: 3 clusters Score -859823.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -859876.312500 Penalty: 4420.586914
	Iteration 29Q: 3 clusters Score -859876.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -859920.875000 Penalty: 4420.586914
	Iteration 30Q: 3 clusters Score -859920.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -859957.875000 Penalty: 4420.586914
	Iteration 31Q: 3 clusters Score -859957.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -859989.562500 Penalty: 4420.586914
	Iteration 32Q: 3 clusters Score -859989.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -860012.625000 Penalty: 4420.586914
	Iteration 33Q: 3 clusters Score -860012.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -860028.750000 Penalty: 4420.586914
	Iteration 34Q: 3 clusters Score -860028.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -860040.000000 Penalty: 4420.586914
	Iteration 35Q: 3 clusters Score -860040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -860053.687500 Penalty: 4420.586914
	Iteration 36Q: 3 clusters Score -860053.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -860066.750000 Penalty: 4420.586914
	Iteration 37Q: 3 clusters Score -860066.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -860077.625000 Penalty: 4420.586914
	Iteration 38Q: 3 clusters Score -860077.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -860087.812500 Penalty: 4420.586914
	Iteration 39Q: 3 clusters Score -860087.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -860100.812500 Penalty: 4420.586914
	Iteration 40F: 3 clusters Score -860100.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -860111.312500 Penalty: 4420.586914
	Iteration 41Q: 3 clusters Score -860111.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -860121.812500 Penalty: 4420.586914
	Iteration 42Q: 3 clusters Score -860121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -860131.937500 Penalty: 4420.586914
	Iteration 43Q: 3 clusters Score -860131.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -860140.125000 Penalty: 4420.586914
	Iteration 44Q: 3 clusters Score -860140.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -860153.875000 Penalty: 4420.586914
	Iteration 45Q: 3 clusters Score -860153.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -860168.062500 Penalty: 4420.586914
	Iteration 46Q: 3 clusters Score -860168.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -860176.812500 Penalty: 4420.586914
	Iteration 47Q: 3 clusters Score -860176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -860185.687500 Penalty: 4420.586914
	Iteration 48Q: 3 clusters Score -860185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -860194.312500 Penalty: 4420.586914
	Iteration 49Q: 3 clusters Score -860194.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -860202.937500 Penalty: 4420.586914
	Iteration 50Q: 3 clusters Score -860202.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -860212.875000 Penalty: 4420.586914
	Iteration 51Q: 3 clusters Score -860212.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -860222.562500 Penalty: 4420.586914
	Iteration 52Q: 3 clusters Score -860222.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -860236.375000 Penalty: 4420.586914
	Iteration 53Q: 3 clusters Score -860236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -860250.187500 Penalty: 4420.586914
	Iteration 54Q: 3 clusters Score -860250.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -860263.062500 Penalty: 4420.586914
	Iteration 55Q: 3 clusters Score -860263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -860268.125000 Penalty: 4420.586914
	Iteration 56Q: 3 clusters Score -860268.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -860274.312500 Penalty: 4420.586914
	Iteration 57Q: 3 clusters Score -860274.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -860276.500000 Penalty: 4420.586914
	Iteration 58Q: 3 clusters Score -860276.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -860282.375000 Penalty: 4420.586914
	Iteration 59Q: 3 clusters Score -860282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -860286.062500 Penalty: 4420.586914
	Iteration 60F: 3 clusters Score -860286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -860292.625000 Penalty: 4420.586914
	Iteration 61Q: 3 clusters Score -860292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -860296.312500 Penalty: 4420.586914
	Iteration 62Q: 3 clusters Score -860296.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -860305.062500 Penalty: 4420.586914
	Iteration 63Q: 3 clusters Score -860305.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -860312.250000 Penalty: 4420.586914
	Iteration 64Q: 3 clusters Score -860312.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -860319.500000 Penalty: 4420.586914
	Iteration 65Q: 3 clusters Score -860319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -860324.187500 Penalty: 4420.586914
	Iteration 66Q: 3 clusters Score -860324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -860334.000000 Penalty: 4420.586914
	Iteration 67Q: 3 clusters Score -860334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -860337.125000 Penalty: 4420.586914
	Iteration 68Q: 3 clusters Score -860337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -860341.437500 Penalty: 4420.586914
	Iteration 69Q: 3 clusters Score -860341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -860343.437500 Penalty: 4420.586914
	Iteration 70Q: 3 clusters Score -860343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -860346.312500 Penalty: 4420.586914
	Iteration 71Q: 3 clusters Score -860346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -860349.000000 Penalty: 4420.586914
	Iteration 72Q: 3 clusters Score -860349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -860353.375000 Penalty: 4420.586914
	Iteration 73Q: 3 clusters Score -860353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -860359.687500 Penalty: 4420.586914
	Iteration 74Q: 3 clusters Score -860359.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -860363.937500 Penalty: 4420.586914
	Iteration 75Q: 3 clusters Score -860363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -860370.500000 Penalty: 4420.586914
	Iteration 76Q: 3 clusters Score -860370.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -860373.250000 Penalty: 4420.586914
	Iteration 77Q: 3 clusters Score -860373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -860383.875000 Penalty: 4420.586914
	Iteration 78Q: 3 clusters Score -860383.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -860392.562500 Penalty: 4420.586914
	Iteration 79Q: 3 clusters Score -860392.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -860405.687500 Penalty: 4420.586914
	Iteration 80F: 3 clusters Score -860405.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -860413.187500 Penalty: 4420.586914
	Iteration 81Q: 3 clusters Score -860413.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -860419.937500 Penalty: 4420.586914
	Iteration 82Q: 3 clusters Score -860419.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -860427.125000 Penalty: 4420.586914
	Iteration 83Q: 3 clusters Score -860427.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -860434.187500 Penalty: 4420.586914
	Iteration 84Q: 3 clusters Score -860434.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -860438.750000 Penalty: 4420.586914
	Iteration 85Q: 3 clusters Score -860438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -860442.500000 Penalty: 4420.586914
	Iteration 86Q: 3 clusters Score -860442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -860448.687500 Penalty: 4420.586914
	Iteration 87Q: 3 clusters Score -860448.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -860455.187500 Penalty: 4420.586914
	Iteration 88Q: 3 clusters Score -860455.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -860463.250000 Penalty: 4420.586914
	Iteration 89Q: 3 clusters Score -860463.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -860465.187500 Penalty: 4420.586914
	Iteration 90Q: 3 clusters Score -860465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -860471.437500 Penalty: 4420.586914
	Iteration 91Q: 3 clusters Score -860471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -860478.000000 Penalty: 4420.586914
	Iteration 92Q: 3 clusters Score -860478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -860481.500000 Penalty: 4420.586914
	Iteration 93Q: 3 clusters Score -860481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -860484.312500 Penalty: 4420.586914
	Iteration 94Q: 3 clusters Score -860484.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -860487.625000 Penalty: 4420.586914
	Iteration 95Q: 3 clusters Score -860487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -860493.250000 Penalty: 4420.586914
	Iteration 96Q: 3 clusters Score -860493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -860498.187500 Penalty: 4420.586914
	Iteration 97Q: 3 clusters Score -860498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -860504.625000 Penalty: 4420.586914
	Iteration 98Q: 3 clusters Score -860504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -860513.312500 Penalty: 4420.586914
	Iteration 99Q: 3 clusters Score -860513.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -860516.062500 Penalty: 4420.586914
	Iteration 100F: 3 clusters Score -860516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -860520.062500 Penalty: 4420.586914
	Iteration 101Q: 3 clusters Score -860520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -860526.062500 Penalty: 4420.586914
	Iteration 102Q: 3 clusters Score -860526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -860527.312500 Penalty: 4420.586914
	Iteration 103Q: 3 clusters Score -860527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -860530.437500 Penalty: 4420.586914
	Iteration 104Q: 3 clusters Score -860530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -860531.562500 Penalty: 4420.586914
	Iteration 105Q: 3 clusters Score -860531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -860531.937500 Penalty: 4420.586914
	Iteration 106Q: 3 clusters Score -860531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -860533.750000 Penalty: 4420.586914
	Iteration 107Q: 3 clusters Score -860533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -860536.312500 Penalty: 4420.586914
	Iteration 108Q: 3 clusters Score -860536.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -860541.062500 Penalty: 4420.586914
	Iteration 109Q: 3 clusters Score -860541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -860544.437500 Penalty: 4420.586914
	Iteration 110Q: 3 clusters Score -860544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -860548.750000 Penalty: 4420.586914
	Iteration 111Q: 3 clusters Score -860548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -860551.812500 Penalty: 4420.586914
	Iteration 112Q: 3 clusters Score -860551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -860556.687500 Penalty: 4420.586914
	Iteration 113Q: 3 clusters Score -860556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -860556.812500 Penalty: 4420.586914
	Iteration 114Q: 3 clusters Score -860556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -860557.875000 Penalty: 4420.586914
	Iteration 115Q: 3 clusters Score -860557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -860558.250000 Penalty: 4420.586914
	Iteration 116Q: 3 clusters Score -860558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -860558.250000 Penalty: 4420.586914
	Iteration 117F: 3 clusters Score -860558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -35371.324219 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -35371.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34008.859375 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -34008.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34187.738281 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -34187.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34330.140625 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -34330.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34419.929688 Penalty: 2935.771240
	Iteration 3F: 3 clusters Score -34419.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34451.652344 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -34451.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34468.089844 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -34468.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34480.191406 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -34480.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34502.175781 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -34502.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34513.382812 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -34513.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34522.902344 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -34522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34522.902344 Penalty: 2935.771240
	Iteration 10F: 3 clusters Score -34522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41056 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346482 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 30657 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7424 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925664.000000 Penalty: 161184.531250
Iteration 279Q: 48 clusters Score -1.109257e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4872 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101364 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41058 members 
Mstep: Class 18 contains 53918 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346490 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30656 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7425 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925704.000000 Penalty: 161184.531250
Iteration 280F: 48 clusters Score -1.109257e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101362 members 
Mstep: Class 14 contains 46742 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41061 members 
Mstep: Class 18 contains 53916 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346489 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8374 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7427 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925752.000000 Penalty: 161184.531250
Iteration 281Q: 48 clusters Score -1.109258e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101356 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41064 members 
Mstep: Class 18 contains 53909 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346495 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8374 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7432 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925704.000000 Penalty: 161184.531250
Iteration 282Q: 48 clusters Score -1.109257e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109226 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101352 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41067 members 
Mstep: Class 18 contains 53901 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346501 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30653 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8374 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925760.000000 Penalty: 161184.531250
Iteration 283Q: 48 clusters Score -1.109258e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101348 members 
Mstep: Class 14 contains 46742 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41069 members 
Mstep: Class 18 contains 53900 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346493 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30655 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8375 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925752.000000 Penalty: 161184.531250
Iteration 284Q: 48 clusters Score -1.109258e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101346 members 
Mstep: Class 14 contains 46745 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41072 members 
Mstep: Class 18 contains 53898 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346486 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8376 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7446 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925688.000000 Penalty: 161184.531250
Iteration 285Q: 48 clusters Score -1.109257e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41075 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346481 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7448 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925704.000000 Penalty: 161184.531250
Iteration 286Q: 48 clusters Score -1.109257e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346479 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7449 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925720.000000 Penalty: 161184.531250
Iteration 287Q: 48 clusters Score -1.109257e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346478 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7450 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925696.000000 Penalty: 161184.531250
Iteration 288Q: 48 clusters Score -1.109257e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346476 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925720.000000 Penalty: 161184.531250
Iteration 289Q: 48 clusters Score -1.109257e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346473 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925712.000000 Penalty: 161184.531250
Iteration 290Q: 48 clusters Score -1.109257e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101344 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346474 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925704.000000 Penalty: 161184.531250
Iteration 291Q: 48 clusters Score -1.109257e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101341 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346476 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19359 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925736.000000 Penalty: 161184.531250
Iteration 292Q: 48 clusters Score -1.109257e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101341 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346476 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925744.000000 Penalty: 161184.531250
Iteration 293Q: 48 clusters Score -1.109257e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101339 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346477 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19361 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925744.000000 Penalty: 161184.531250
Iteration 294Q: 48 clusters Score -1.109257e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101339 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346477 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19361 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925744.000000 Penalty: 161184.531250
Iteration 295F: 48 clusters Score -1.109257e+08 nChanged 0
Entering ConstructFrom: 
Score: -110925744.000000 Penalty: 161184.531250
Entering ConstructFrom: 
Trying to split cluster 1 (33756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Entering Unmasked Estep 
Score: -3863511.500000 Penalty: 2585.874512
	Iteration 0F: 2 clusters Score -3863512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3840581.500000 Penalty: 5171.749023
	Iteration 0F: 3 clusters Score -3840582 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3849418.750000 Penalty: 5171.749023
	Iteration 1F: 3 clusters Score -3849419 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3850396.500000 Penalty: 5171.749023
	Iteration 2F: 3 clusters Score -3850396 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3851586.000000 Penalty: 5171.749023
	Iteration 3F: 3 clusters Score -3851586 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3853059.750000 Penalty: 5171.749023
	Iteration 4F: 3 clusters Score -3853060 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3855061.750000 Penalty: 5171.749023
	Iteration 5F: 3 clusters Score -3855062 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3857689.000000 Penalty: 5171.749023
	Iteration 6F: 3 clusters Score -3857689 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3860251.250000 Penalty: 5171.749023
	Iteration 7F: 3 clusters Score -3860251 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3861738.000000 Penalty: 5171.749023
	Iteration 8F: 3 clusters Score -3861738 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3862561.750000 Penalty: 5171.749023
	Iteration 9Q: 3 clusters Score -3862562 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3863073.750000 Penalty: 5171.749023
	Iteration 10Q: 3 clusters Score -3863074 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3863395.500000 Penalty: 5171.749023
	Iteration 11Q: 3 clusters Score -3863396 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3863578.500000 Penalty: 5171.749023
	Iteration 12Q: 3 clusters Score -3863578 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3863730.000000 Penalty: 5171.749023
	Iteration 13Q: 3 clusters Score -3863730 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3863804.500000 Penalty: 5171.749023
	Iteration 14Q: 3 clusters Score -3863804 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3863865.500000 Penalty: 5171.749023
	Iteration 15Q: 3 clusters Score -3863866 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3863912.250000 Penalty: 5171.749023
	Iteration 16Q: 3 clusters Score -3863912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3863949.500000 Penalty: 5171.749023
	Iteration 17Q: 3 clusters Score -3863950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3863958.000000 Penalty: 5171.749023
	Iteration 18Q: 3 clusters Score -3863958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3863968.250000 Penalty: 5171.749023
	Iteration 19Q: 3 clusters Score -3863968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3863990.750000 Penalty: 5171.749023
	Iteration 20F: 3 clusters Score -3863991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3863983.000000 Penalty: 5171.749023
	Iteration 21Q: 3 clusters Score -3863983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3863997.000000 Penalty: 5171.749023
	Iteration 22Q: 3 clusters Score -3863997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3864006.000000 Penalty: 5171.749023
	Iteration 23Q: 3 clusters Score -3864006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3864013.750000 Penalty: 5171.749023
	Iteration 24Q: 3 clusters Score -3864014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3864008.500000 Penalty: 5171.749023
	Iteration 25Q: 3 clusters Score -3864008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3864013.000000 Penalty: 5171.749023
	Iteration 26Q: 3 clusters Score -3864013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3864022.000000 Penalty: 5171.749023
	Iteration 27Q: 3 clusters Score -3864022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3864019.750000 Penalty: 5171.749023
	Iteration 28Q: 3 clusters Score -3864020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3864016.250000 Penalty: 5171.749023
	Iteration 29Q: 3 clusters Score -3864016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3864020.250000 Penalty: 5171.749023
	Iteration 30Q: 3 clusters Score -3864020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3864021.750000 Penalty: 5171.749023
	Iteration 31Q: 3 clusters Score -3864022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3864023.250000 Penalty: 5171.749023
	Iteration 32Q: 3 clusters Score -3864023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3864022.750000 Penalty: 5171.749023
	Iteration 33Q: 3 clusters Score -3864023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3864025.250000 Penalty: 5171.749023
	Iteration 34Q: 3 clusters Score -3864025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3864028.000000 Penalty: 5171.749023
	Iteration 35Q: 3 clusters Score -3864028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3864028.000000 Penalty: 5171.749023
	Iteration 36F: 3 clusters Score -3864028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101339 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346477 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19361 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 19258 members 
Entering Unmasked Estep 
Score: -110924984.000000 Penalty: 164614.000000
Splitting cluster 1 changes total score from -110925744.000000 to -110924984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Entering Unmasked Estep 
Score: -927851.062500 Penalty: 2239.711426
	Iteration 0F: 2 clusters Score -927851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -921244.125000 Penalty: 4479.422852
	Iteration 0F: 3 clusters Score -921244.1 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -923074.312500 Penalty: 4479.422852
	Iteration 1F: 3 clusters Score -923074.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -923372.750000 Penalty: 4479.422852
	Iteration 2F: 3 clusters Score -923372.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -923572.500000 Penalty: 4479.422852
	Iteration 3F: 3 clusters Score -923572.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -923724.437500 Penalty: 4479.422852
	Iteration 4Q: 3 clusters Score -923724.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -923829.500000 Penalty: 4479.422852
	Iteration 5Q: 3 clusters Score -923829.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -923921.625000 Penalty: 4479.422852
	Iteration 6Q: 3 clusters Score -923921.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -923991.875000 Penalty: 4479.422852
	Iteration 7Q: 3 clusters Score -923991.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -924053.375000 Penalty: 4479.422852
	Iteration 8Q: 3 clusters Score -924053.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -924105.062500 Penalty: 4479.422852
	Iteration 9Q: 3 clusters Score -924105.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -924147.625000 Penalty: 4479.422852
	Iteration 10Q: 3 clusters Score -924147.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -924189.812500 Penalty: 4479.422852
	Iteration 11Q: 3 clusters Score -924189.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -924226.437500 Penalty: 4479.422852
	Iteration 12Q: 3 clusters Score -924226.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -924258.750000 Penalty: 4479.422852
	Iteration 13Q: 3 clusters Score -924258.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -924287.000000 Penalty: 4479.422852
	Iteration 14Q: 3 clusters Score -924287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -924310.062500 Penalty: 4479.422852
	Iteration 15Q: 3 clusters Score -924310.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -924328.375000 Penalty: 4479.422852
	Iteration 16Q: 3 clusters Score -924328.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -924344.750000 Penalty: 4479.422852
	Iteration 17Q: 3 clusters Score -924344.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -924359.937500 Penalty: 4479.422852
	Iteration 18Q: 3 clusters Score -924359.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -924375.125000 Penalty: 4479.422852
	Iteration 19Q: 3 clusters Score -924375.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -924389.437500 Penalty: 4479.422852
	Iteration 20F: 3 clusters Score -924389.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -924407.312500 Penalty: 4479.422852
	Iteration 21Q: 3 clusters Score -924407.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -924429.000000 Penalty: 4479.422852
	Iteration 22Q: 3 clusters Score -924429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -924452.125000 Penalty: 4479.422852
	Iteration 23Q: 3 clusters Score -924452.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -924475.125000 Penalty: 4479.422852
	Iteration 24Q: 3 clusters Score -924475.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -924492.437500 Penalty: 4479.422852
	Iteration 25Q: 3 clusters Score -924492.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -924513.000000 Penalty: 4479.422852
	Iteration 26Q: 3 clusters Score -924513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -924533.812500 Penalty: 4479.422852
	Iteration 27Q: 3 clusters Score -924533.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -924562.625000 Penalty: 4479.422852
	Iteration 28Q: 3 clusters Score -924562.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -924603.625000 Penalty: 4479.422852
	Iteration 29Q: 3 clusters Score -924603.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -924639.125000 Penalty: 4479.422852
	Iteration 30Q: 3 clusters Score -924639.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -924676.500000 Penalty: 4479.422852
	Iteration 31Q: 3 clusters Score -924676.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -924713.375000 Penalty: 4479.422852
	Iteration 32Q: 3 clusters Score -924713.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -924763.312500 Penalty: 4479.422852
	Iteration 33Q: 3 clusters Score -924763.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -924813.750000 Penalty: 4479.422852
	Iteration 34Q: 3 clusters Score -924813.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -924872.812500 Penalty: 4479.422852
	Iteration 35Q: 3 clusters Score -924872.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -924930.812500 Penalty: 4479.422852
	Iteration 36Q: 3 clusters Score -924930.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -924986.812500 Penalty: 4479.422852
	Iteration 37Q: 3 clusters Score -924986.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -925038.000000 Penalty: 4479.422852
	Iteration 38Q: 3 clusters Score -925038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -925079.812500 Penalty: 4479.422852
	Iteration 39Q: 3 clusters Score -925079.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -925120.062500 Penalty: 4479.422852
	Iteration 40F: 3 clusters Score -925120.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -925153.687500 Penalty: 4479.422852
	Iteration 41Q: 3 clusters Score -925153.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -925172.687500 Penalty: 4479.422852
	Iteration 42Q: 3 clusters Score -925172.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -925193.625000 Penalty: 4479.422852
	Iteration 43Q: 3 clusters Score -925193.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -925208.187500 Penalty: 4479.422852
	Iteration 44Q: 3 clusters Score -925208.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -925223.750000 Penalty: 4479.422852
	Iteration 45Q: 3 clusters Score -925223.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -925235.312500 Penalty: 4479.422852
	Iteration 46Q: 3 clusters Score -925235.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -925247.750000 Penalty: 4479.422852
	Iteration 47Q: 3 clusters Score -925247.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -925257.562500 Penalty: 4479.422852
	Iteration 48Q: 3 clusters Score -925257.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -925264.812500 Penalty: 4479.422852
	Iteration 49Q: 3 clusters Score -925264.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -925273.750000 Penalty: 4479.422852
	Iteration 50Q: 3 clusters Score -925273.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -925280.625000 Penalty: 4479.422852
	Iteration 51Q: 3 clusters Score -925280.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -925287.000000 Penalty: 4479.422852
	Iteration 52Q: 3 clusters Score -925287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -925292.687500 Penalty: 4479.422852
	Iteration 53Q: 3 clusters Score -925292.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -925300.000000 Penalty: 4479.422852
	Iteration 54Q: 3 clusters Score -925300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -925306.250000 Penalty: 4479.422852
	Iteration 55Q: 3 clusters Score -925306.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -925316.000000 Penalty: 4479.422852
	Iteration 56Q: 3 clusters Score -925316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -925325.187500 Penalty: 4479.422852
	Iteration 57Q: 3 clusters Score -925325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -925330.437500 Penalty: 4479.422852
	Iteration 58Q: 3 clusters Score -925330.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -925337.125000 Penalty: 4479.422852
	Iteration 59Q: 3 clusters Score -925337.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -925343.125000 Penalty: 4479.422852
	Iteration 60F: 3 clusters Score -925343.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -925347.312500 Penalty: 4479.422852
	Iteration 61Q: 3 clusters Score -925347.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -925349.375000 Penalty: 4479.422852
	Iteration 62Q: 3 clusters Score -925349.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -925354.437500 Penalty: 4479.422852
	Iteration 63Q: 3 clusters Score -925354.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -925359.000000 Penalty: 4479.422852
	Iteration 64Q: 3 clusters Score -925359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -925363.000000 Penalty: 4479.422852
	Iteration 65Q: 3 clusters Score -925363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -925365.187500 Penalty: 4479.422852
	Iteration 66Q: 3 clusters Score -925365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -925371.000000 Penalty: 4479.422852
	Iteration 67Q: 3 clusters Score -925371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -925374.250000 Penalty: 4479.422852
	Iteration 68Q: 3 clusters Score -925374.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -925378.812500 Penalty: 4479.422852
	Iteration 69Q: 3 clusters Score -925378.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -925385.750000 Penalty: 4479.422852
	Iteration 70Q: 3 clusters Score -925385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -925389.000000 Penalty: 4479.422852
	Iteration 71Q: 3 clusters Score -925389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -925390.937500 Penalty: 4479.422852
	Iteration 72Q: 3 clusters Score -925390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -925394.187500 Penalty: 4479.422852
	Iteration 73Q: 3 clusters Score -925394.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -925395.875000 Penalty: 4479.422852
	Iteration 74Q: 3 clusters Score -925395.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -925398.000000 Penalty: 4479.422852
	Iteration 75Q: 3 clusters Score -925398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -925406.062500 Penalty: 4479.422852
	Iteration 76Q: 3 clusters Score -925406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -925414.687500 Penalty: 4479.422852
	Iteration 77Q: 3 clusters Score -925414.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -925421.812500 Penalty: 4479.422852
	Iteration 78Q: 3 clusters Score -925421.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -925432.625000 Penalty: 4479.422852
	Iteration 79Q: 3 clusters Score -925432.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -925444.312500 Penalty: 4479.422852
	Iteration 80F: 3 clusters Score -925444.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -925457.750000 Penalty: 4479.422852
	Iteration 81Q: 3 clusters Score -925457.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -925474.750000 Penalty: 4479.422852
	Iteration 82Q: 3 clusters Score -925474.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -925493.500000 Penalty: 4479.422852
	Iteration 83Q: 3 clusters Score -925493.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -925508.437500 Penalty: 4479.422852
	Iteration 84Q: 3 clusters Score -925508.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -925519.500000 Penalty: 4479.422852
	Iteration 85Q: 3 clusters Score -925519.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -925527.562500 Penalty: 4479.422852
	Iteration 86Q: 3 clusters Score -925527.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -925532.750000 Penalty: 4479.422852
	Iteration 87Q: 3 clusters Score -925532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -925537.875000 Penalty: 4479.422852
	Iteration 88Q: 3 clusters Score -925537.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -925541.187500 Penalty: 4479.422852
	Iteration 89Q: 3 clusters Score -925541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -925547.125000 Penalty: 4479.422852
	Iteration 90Q: 3 clusters Score -925547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -925549.812500 Penalty: 4479.422852
	Iteration 91Q: 3 clusters Score -925549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -925554.375000 Penalty: 4479.422852
	Iteration 92Q: 3 clusters Score -925554.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -925562.187500 Penalty: 4479.422852
	Iteration 93Q: 3 clusters Score -925562.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -925568.500000 Penalty: 4479.422852
	Iteration 94Q: 3 clusters Score -925568.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -925573.187500 Penalty: 4479.422852
	Iteration 95Q: 3 clusters Score -925573.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -925578.000000 Penalty: 4479.422852
	Iteration 96Q: 3 clusters Score -925578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -925587.125000 Penalty: 4479.422852
	Iteration 97Q: 3 clusters Score -925587.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -925590.312500 Penalty: 4479.422852
	Iteration 98Q: 3 clusters Score -925590.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -925599.750000 Penalty: 4479.422852
	Iteration 99Q: 3 clusters Score -925599.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -925603.500000 Penalty: 4479.422852
	Iteration 100F: 3 clusters Score -925603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -925610.687500 Penalty: 4479.422852
	Iteration 101Q: 3 clusters Score -925610.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -925617.000000 Penalty: 4479.422852
	Iteration 102Q: 3 clusters Score -925617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -925628.875000 Penalty: 4479.422852
	Iteration 103Q: 3 clusters Score -925628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -925641.437500 Penalty: 4479.422852
	Iteration 104Q: 3 clusters Score -925641.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -925661.875000 Penalty: 4479.422852
	Iteration 105Q: 3 clusters Score -925661.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -925679.125000 Penalty: 4479.422852
	Iteration 106Q: 3 clusters Score -925679.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -925700.750000 Penalty: 4479.422852
	Iteration 107Q: 3 clusters Score -925700.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -925723.875000 Penalty: 4479.422852
	Iteration 108Q: 3 clusters Score -925723.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -925747.375000 Penalty: 4479.422852
	Iteration 109Q: 3 clusters Score -925747.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -925772.187500 Penalty: 4479.422852
	Iteration 110Q: 3 clusters Score -925772.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -925799.750000 Penalty: 4479.422852
	Iteration 111Q: 3 clusters Score -925799.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -925820.375000 Penalty: 4479.422852
	Iteration 112Q: 3 clusters Score -925820.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -925831.687500 Penalty: 4479.422852
	Iteration 113Q: 3 clusters Score -925831.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -925846.437500 Penalty: 4479.422852
	Iteration 114Q: 3 clusters Score -925846.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -925858.875000 Penalty: 4479.422852
	Iteration 115Q: 3 clusters Score -925858.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -925866.000000 Penalty: 4479.422852
	Iteration 116Q: 3 clusters Score -925866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -925871.250000 Penalty: 4479.422852
	Iteration 117Q: 3 clusters Score -925871.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -925879.500000 Penalty: 4479.422852
	Iteration 118Q: 3 clusters Score -925879.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -925884.312500 Penalty: 4479.422852
	Iteration 119Q: 3 clusters Score -925884.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -925888.625000 Penalty: 4479.422852
	Iteration 120F: 3 clusters Score -925888.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -925896.437500 Penalty: 4479.422852
	Iteration 121Q: 3 clusters Score -925896.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -925900.000000 Penalty: 4479.422852
	Iteration 122Q: 3 clusters Score -925900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -925903.437500 Penalty: 4479.422852
	Iteration 123Q: 3 clusters Score -925903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -925906.750000 Penalty: 4479.422852
	Iteration 124Q: 3 clusters Score -925906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -925906.375000 Penalty: 4479.422852
	Iteration 125Q: 3 clusters Score -925906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -925909.750000 Penalty: 4479.422852
	Iteration 126Q: 3 clusters Score -925909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -925912.250000 Penalty: 4479.422852
	Iteration 127Q: 3 clusters Score -925912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -925914.187500 Penalty: 4479.422852
	Iteration 128Q: 3 clusters Score -925914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -925914.062500 Penalty: 4479.422852
	Iteration 129Q: 3 clusters Score -925914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -925915.812500 Penalty: 4479.422852
	Iteration 130Q: 3 clusters Score -925915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -925915.375000 Penalty: 4479.422852
	Iteration 131Q: 3 clusters Score -925915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -925916.062500 Penalty: 4479.422852
	Iteration 132Q: 3 clusters Score -925916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -925917.125000 Penalty: 4479.422852
	Iteration 133Q: 3 clusters Score -925917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -925919.187500 Penalty: 4479.422852
	Iteration 134Q: 3 clusters Score -925919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -925920.562500 Penalty: 4479.422852
	Iteration 135Q: 3 clusters Score -925920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -925919.812500 Penalty: 4479.422852
	Iteration 136Q: 3 clusters Score -925919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -925919.000000 Penalty: 4479.422852
	Iteration 137Q: 3 clusters Score -925919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -925919.187500 Penalty: 4479.422852
	Iteration 138Q: 3 clusters Score -925919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -925919.187500 Penalty: 4479.422852
	Iteration 139F: 3 clusters Score -925919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54283.152344 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -54283.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52775.550781 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -52775.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52965.871094 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -52965.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53015.074219 Penalty: 3117.854980
	Iteration 2Q: 3 clusters Score -53015.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53063.273438 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -53063.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53098.148438 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -53098.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53135.054688 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -53135.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53141.515625 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -53141.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53152.214844 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -53152.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53160.597656 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -53160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53166.062500 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -53166.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53169.093750 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -53169.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53175.816406 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -53175.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53175.816406 Penalty: 3117.854980
	Iteration 12F: 3 clusters Score -53175.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129831.421875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -129831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127734.765625 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -127734.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128093.921875 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -128093.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128190.523438 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -128190.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128223.796875 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -128223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128233.882812 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -128233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128234.726562 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -128234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128235.421875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -128235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128235.421875 Penalty: 3509.181641
	Iteration 7F: 3 clusters Score -128235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -1683623.125000 Penalty: 2387.252930
	Iteration 0F: 2 clusters Score -1683623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1672682.625000 Penalty: 4774.505859
	Iteration 0F: 3 clusters Score -1672683 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1676065.875000 Penalty: 4774.505859
	Iteration 1F: 3 clusters Score -1676066 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1676424.875000 Penalty: 4774.505859
	Iteration 2F: 3 clusters Score -1676425 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1676722.375000 Penalty: 4774.505859
	Iteration 3F: 3 clusters Score -1676722 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1677020.250000 Penalty: 4774.505859
	Iteration 4Q: 3 clusters Score -1677020 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1677273.375000 Penalty: 4774.505859
	Iteration 5Q: 3 clusters Score -1677273 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1677508.750000 Penalty: 4774.505859
	Iteration 6Q: 3 clusters Score -1677509 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1677733.000000 Penalty: 4774.505859
	Iteration 7Q: 3 clusters Score -1677733 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1677941.375000 Penalty: 4774.505859
	Iteration 8Q: 3 clusters Score -1677941 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1678191.750000 Penalty: 4774.505859
	Iteration 9Q: 3 clusters Score -1678192 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1678469.875000 Penalty: 4774.505859
	Iteration 10Q: 3 clusters Score -1678470 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1678730.500000 Penalty: 4774.505859
	Iteration 11Q: 3 clusters Score -1678730 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1678993.750000 Penalty: 4774.505859
	Iteration 12Q: 3 clusters Score -1678994 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1679315.250000 Penalty: 4774.505859
	Iteration 13Q: 3 clusters Score -1679315 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1679712.250000 Penalty: 4774.505859
	Iteration 14Q: 3 clusters Score -1679712 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1680144.250000 Penalty: 4774.505859
	Iteration 15Q: 3 clusters Score -1680144 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1680515.875000 Penalty: 4774.505859
	Iteration 16Q: 3 clusters Score -1680516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1680765.125000 Penalty: 4774.505859
	Iteration 17Q: 3 clusters Score -1680765 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1680950.125000 Penalty: 4774.505859
	Iteration 18Q: 3 clusters Score -1680950 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1681055.500000 Penalty: 4774.505859
	Iteration 19Q: 3 clusters Score -1681056 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1681125.000000 Penalty: 4774.505859
	Iteration 20F: 3 clusters Score -1681125 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1681158.875000 Penalty: 4774.505859
	Iteration 21Q: 3 clusters Score -1681159 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1681182.500000 Penalty: 4774.505859
	Iteration 22Q: 3 clusters Score -1681182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1681204.375000 Penalty: 4774.505859
	Iteration 23Q: 3 clusters Score -1681204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1681225.625000 Penalty: 4774.505859
	Iteration 24Q: 3 clusters Score -1681226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1681233.250000 Penalty: 4774.505859
	Iteration 25Q: 3 clusters Score -1681233 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1681246.375000 Penalty: 4774.505859
	Iteration 26Q: 3 clusters Score -1681246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1681254.250000 Penalty: 4774.505859
	Iteration 27Q: 3 clusters Score -1681254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1681260.750000 Penalty: 4774.505859
	Iteration 28Q: 3 clusters Score -1681261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1681264.000000 Penalty: 4774.505859
	Iteration 29Q: 3 clusters Score -1681264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1681267.125000 Penalty: 4774.505859
	Iteration 30Q: 3 clusters Score -1681267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1681271.500000 Penalty: 4774.505859
	Iteration 31Q: 3 clusters Score -1681272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1681278.375000 Penalty: 4774.505859
	Iteration 32Q: 3 clusters Score -1681278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1681280.375000 Penalty: 4774.505859
	Iteration 33Q: 3 clusters Score -1681280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1681277.250000 Penalty: 4774.505859
	Iteration 34Q: 3 clusters Score -1681277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1681277.000000 Penalty: 4774.505859
	Iteration 35Q: 3 clusters Score -1681277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1681277.875000 Penalty: 4774.505859
	Iteration 36Q: 3 clusters Score -1681278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1681277.625000 Penalty: 4774.505859
	Iteration 37Q: 3 clusters Score -1681278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1681279.250000 Penalty: 4774.505859
	Iteration 38Q: 3 clusters Score -1681279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1681279.000000 Penalty: 4774.505859
	Iteration 39Q: 3 clusters Score -1681279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1681277.875000 Penalty: 4774.505859
	Iteration 40F: 3 clusters Score -1681278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1681280.875000 Penalty: 4774.505859
	Iteration 41Q: 3 clusters Score -1681281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1681285.000000 Penalty: 4774.505859
	Iteration 42Q: 3 clusters Score -1681285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1681285.625000 Penalty: 4774.505859
	Iteration 43Q: 3 clusters Score -1681286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1681285.625000 Penalty: 4774.505859
	Iteration 44Q: 3 clusters Score -1681286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1681283.750000 Penalty: 4774.505859
	Iteration 45Q: 3 clusters Score -1681284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1681284.875000 Penalty: 4774.505859
	Iteration 46Q: 3 clusters Score -1681285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1681282.500000 Penalty: 4774.505859
	Iteration 47Q: 3 clusters Score -1681282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1681285.000000 Penalty: 4774.505859
	Iteration 48Q: 3 clusters Score -1681285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1681284.000000 Penalty: 4774.505859
	Iteration 49Q: 3 clusters Score -1681284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1681284.375000 Penalty: 4774.505859
	Iteration 50Q: 3 clusters Score -1681284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1681286.375000 Penalty: 4774.505859
	Iteration 51Q: 3 clusters Score -1681286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1681286.375000 Penalty: 4774.505859
	Iteration 52F: 3 clusters Score -1681286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -146185.921875 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -146185.9 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 755 members 
Entering Unmasked Estep 
Score: -144030.125000 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -144030.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -144373.968750 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -144374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144466.156250 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -144466.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -144518.609375 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -144518.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144547.312500 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -144547.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144578.984375 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -144579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144598.015625 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -144598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144608.187500 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -144608.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144623.390625 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -144623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144631.968750 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -144632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -144639.937500 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -144639.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -144646.515625 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -144646.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144652.578125 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -144652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144657.921875 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -144657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144661.546875 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -144661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144664.343750 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -144664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144665.828125 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -144665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144671.734375 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -144671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144674.750000 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -144674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -144677.609375 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -144677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -144678.375000 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -144678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144678.796875 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -144678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144679.515625 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -144679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144679.515625 Penalty: 3600.870361
	Iteration 23F: 3 clusters Score -144679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -46678.449219 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -46678.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45225.882812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -45225.88 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45970.484375 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -45970.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46277.312500 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -46277.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46513.097656 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -46513.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46681.542969 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -46681.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46784.339844 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -46784.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46882.449219 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -46882.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47038.023438 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -47038.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47109.777344 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -47109.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47135.250000 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -47135.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47166.023438 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -47166.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47194.234375 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -47194.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47224.484375 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -47224.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47255.125000 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -47255.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47299.511719 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -47299.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47355.542969 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -47355.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47397.105469 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -47397.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47414.414062 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -47414.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47429.410156 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -47429.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47429.410156 Penalty: 3144.818115
	Iteration 19F: 3 clusters Score -47429.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101339 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346477 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19361 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 288 members 
Entering Unmasked Estep 
Score: -110924888.000000 Penalty: 164614.000000
Splitting cluster 7 changes total score from -110925744.000000 to -110924888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -526024.187500 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -526024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -521594.718750 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -521594.7 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -522676.625000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -522676.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -523055.031250 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -523055 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -523319.187500 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -523319.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -523555.906250 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -523555.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -523765.968750 Penalty: 4211.359375
	Iteration 5F: 3 clusters Score -523766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -523948.500000 Penalty: 4211.359375
	Iteration 6F: 3 clusters Score -523948.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -524109.843750 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -524109.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -524243.875000 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -524243.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -524336.812500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -524336.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -524410.875000 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -524410.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -524451.125000 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -524451.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -524479.812500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -524479.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -524504.125000 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -524504.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -524519.125000 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -524519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -524545.562500 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -524545.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -524567.250000 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -524567.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -524582.187500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -524582.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -524590.937500 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -524590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -524594.437500 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -524594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -524598.437500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -524598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -524599.500000 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -524599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -524599.687500 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -524599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -524600.375000 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -524600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -524601.375000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -524601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -524601.375000 Penalty: 4211.359375
	Iteration 25F: 3 clusters Score -524601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -613049.812500 Penalty: 2163.320801
	Iteration 0F: 2 clusters Score -613049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -607870.312500 Penalty: 4326.641602
	Iteration 0F: 3 clusters Score -607870.3 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -609314.750000 Penalty: 4326.641602
	Iteration 1F: 3 clusters Score -609314.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -609720.437500 Penalty: 4326.641602
	Iteration 2F: 3 clusters Score -609720.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -610083.687500 Penalty: 4326.641602
	Iteration 3F: 3 clusters Score -610083.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -610362.375000 Penalty: 4326.641602
	Iteration 4F: 3 clusters Score -610362.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -610561.562500 Penalty: 4326.641602
	Iteration 5F: 3 clusters Score -610561.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -610705.500000 Penalty: 4326.641602
	Iteration 6Q: 3 clusters Score -610705.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -610826.750000 Penalty: 4326.641602
	Iteration 7Q: 3 clusters Score -610826.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -610945.937500 Penalty: 4326.641602
	Iteration 8Q: 3 clusters Score -610945.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -611067.875000 Penalty: 4326.641602
	Iteration 9Q: 3 clusters Score -611067.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -611192.812500 Penalty: 4326.641602
	Iteration 10Q: 3 clusters Score -611192.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -611293.312500 Penalty: 4326.641602
	Iteration 11Q: 3 clusters Score -611293.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -611350.187500 Penalty: 4326.641602
	Iteration 12Q: 3 clusters Score -611350.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -611413.500000 Penalty: 4326.641602
	Iteration 13Q: 3 clusters Score -611413.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -611477.187500 Penalty: 4326.641602
	Iteration 14Q: 3 clusters Score -611477.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -611551.125000 Penalty: 4326.641602
	Iteration 15Q: 3 clusters Score -611551.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -611616.062500 Penalty: 4326.641602
	Iteration 16Q: 3 clusters Score -611616.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -611680.750000 Penalty: 4326.641602
	Iteration 17Q: 3 clusters Score -611680.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -611739.500000 Penalty: 4326.641602
	Iteration 18Q: 3 clusters Score -611739.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -611790.437500 Penalty: 4326.641602
	Iteration 19Q: 3 clusters Score -611790.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -611838.750000 Penalty: 4326.641602
	Iteration 20F: 3 clusters Score -611838.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -611877.000000 Penalty: 4326.641602
	Iteration 21Q: 3 clusters Score -611877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -611918.187500 Penalty: 4326.641602
	Iteration 22Q: 3 clusters Score -611918.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -611954.187500 Penalty: 4326.641602
	Iteration 23Q: 3 clusters Score -611954.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -611980.312500 Penalty: 4326.641602
	Iteration 24Q: 3 clusters Score -611980.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -611994.937500 Penalty: 4326.641602
	Iteration 25Q: 3 clusters Score -611994.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -612010.562500 Penalty: 4326.641602
	Iteration 26Q: 3 clusters Score -612010.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -612020.437500 Penalty: 4326.641602
	Iteration 27Q: 3 clusters Score -612020.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -612026.687500 Penalty: 4326.641602
	Iteration 28Q: 3 clusters Score -612026.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -612036.875000 Penalty: 4326.641602
	Iteration 29Q: 3 clusters Score -612036.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -612047.375000 Penalty: 4326.641602
	Iteration 30Q: 3 clusters Score -612047.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -612052.312500 Penalty: 4326.641602
	Iteration 31Q: 3 clusters Score -612052.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -612061.375000 Penalty: 4326.641602
	Iteration 32Q: 3 clusters Score -612061.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -612070.562500 Penalty: 4326.641602
	Iteration 33Q: 3 clusters Score -612070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -612080.187500 Penalty: 4326.641602
	Iteration 34Q: 3 clusters Score -612080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -612087.562500 Penalty: 4326.641602
	Iteration 35Q: 3 clusters Score -612087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -612094.937500 Penalty: 4326.641602
	Iteration 36Q: 3 clusters Score -612094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -612102.062500 Penalty: 4326.641602
	Iteration 37Q: 3 clusters Score -612102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -612109.062500 Penalty: 4326.641602
	Iteration 38Q: 3 clusters Score -612109.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -612116.687500 Penalty: 4326.641602
	Iteration 39Q: 3 clusters Score -612116.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -612128.375000 Penalty: 4326.641602
	Iteration 40F: 3 clusters Score -612128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -612136.312500 Penalty: 4326.641602
	Iteration 41Q: 3 clusters Score -612136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -612143.500000 Penalty: 4326.641602
	Iteration 42Q: 3 clusters Score -612143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -612146.625000 Penalty: 4326.641602
	Iteration 43Q: 3 clusters Score -612146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -612154.937500 Penalty: 4326.641602
	Iteration 44Q: 3 clusters Score -612154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -612159.812500 Penalty: 4326.641602
	Iteration 45Q: 3 clusters Score -612159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -612163.187500 Penalty: 4326.641602
	Iteration 46Q: 3 clusters Score -612163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -612169.562500 Penalty: 4326.641602
	Iteration 47Q: 3 clusters Score -612169.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -612176.875000 Penalty: 4326.641602
	Iteration 48Q: 3 clusters Score -612176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -612185.750000 Penalty: 4326.641602
	Iteration 49Q: 3 clusters Score -612185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -612193.125000 Penalty: 4326.641602
	Iteration 50Q: 3 clusters Score -612193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -612201.062500 Penalty: 4326.641602
	Iteration 51Q: 3 clusters Score -612201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -612205.750000 Penalty: 4326.641602
	Iteration 52Q: 3 clusters Score -612205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -612210.312500 Penalty: 4326.641602
	Iteration 53Q: 3 clusters Score -612210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -612211.562500 Penalty: 4326.641602
	Iteration 54Q: 3 clusters Score -612211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -612212.750000 Penalty: 4326.641602
	Iteration 55Q: 3 clusters Score -612212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -612213.625000 Penalty: 4326.641602
	Iteration 56Q: 3 clusters Score -612213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -612213.625000 Penalty: 4326.641602
	Iteration 57F: 3 clusters Score -612213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -708131.000000 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -708131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -702751.437500 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -702751.4 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -704218.125000 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -704218.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -704576.562500 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -704576.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -704985.250000 Penalty: 4344.328125
	Iteration 3F: 3 clusters Score -704985.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -705356.062500 Penalty: 4344.328125
	Iteration 4F: 3 clusters Score -705356.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -705605.375000 Penalty: 4344.328125
	Iteration 5F: 3 clusters Score -705605.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -705804.625000 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -705804.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -705989.937500 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -705989.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -706148.250000 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -706148.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -706283.875000 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -706283.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -706418.437500 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -706418.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -706552.500000 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -706552.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -706681.437500 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -706681.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -706798.812500 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -706798.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -706889.812500 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -706889.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -706974.375000 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -706974.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -707036.125000 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -707036.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -707074.125000 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -707074.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -707111.312500 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -707111.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -707141.000000 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -707141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -707174.625000 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -707174.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -707206.562500 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -707206.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -707228.125000 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -707228.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -707245.500000 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -707245.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -707259.562500 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -707259.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -707273.187500 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -707273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -707278.875000 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -707278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -707287.312500 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -707287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -707296.000000 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -707296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -707302.125000 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -707302.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -707312.625000 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -707312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -707313.687500 Penalty: 4344.328125
	Iteration 31Q: 3 clusters Score -707313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -707315.375000 Penalty: 4344.328125
	Iteration 32Q: 3 clusters Score -707315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -707316.125000 Penalty: 4344.328125
	Iteration 33Q: 3 clusters Score -707316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -707316.125000 Penalty: 4344.328125
	Iteration 34F: 3 clusters Score -707316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Entering Unmasked Estep 
Score: -12366555.000000 Penalty: 2877.093506
	Iteration 0F: 2 clusters Score -1.236656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -12293374.000000 Penalty: 5754.187012
	Iteration 0F: 3 clusters Score -1.229337e+07 nChanged 51735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -12322880.000000 Penalty: 5754.187012
	Iteration 1F: 3 clusters Score -1.232288e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -12323581.000000 Penalty: 5754.187012
	Iteration 2Q: 3 clusters Score -1.232358e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -12324682.000000 Penalty: 5754.187012
	Iteration 3Q: 3 clusters Score -1.232468e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -12326575.000000 Penalty: 5754.187012
	Iteration 4Q: 3 clusters Score -1.232658e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -12329882.000000 Penalty: 5754.187012
	Iteration 5F: 3 clusters Score -1.232988e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -12335725.000000 Penalty: 5754.187012
	Iteration 6F: 3 clusters Score -1.233572e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -12343829.000000 Penalty: 5754.187012
	Iteration 7F: 3 clusters Score -1.234383e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -12352673.000000 Penalty: 5754.187012
	Iteration 8F: 3 clusters Score -1.235267e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -12359173.000000 Penalty: 5754.187012
	Iteration 9F: 3 clusters Score -1.235917e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -12362269.000000 Penalty: 5754.187012
	Iteration 10Q: 3 clusters Score -1.236227e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -12363445.000000 Penalty: 5754.187012
	Iteration 11Q: 3 clusters Score -1.236344e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -12363810.000000 Penalty: 5754.187012
	Iteration 12Q: 3 clusters Score -1.236381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -12363907.000000 Penalty: 5754.187012
	Iteration 13Q: 3 clusters Score -1.236391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -12363959.000000 Penalty: 5754.187012
	Iteration 14Q: 3 clusters Score -1.236396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -12363995.000000 Penalty: 5754.187012
	Iteration 15Q: 3 clusters Score -1.2364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -12364001.000000 Penalty: 5754.187012
	Iteration 16Q: 3 clusters Score -1.2364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109030 members 
Entering Unmasked Estep 
Score: -12364021.000000 Penalty: 5754.187012
	Iteration 17Q: 3 clusters Score -1.236402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109033 members 
Entering Unmasked Estep 
Score: -12364025.000000 Penalty: 5754.187012
	Iteration 18Q: 3 clusters Score -1.236402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -12364046.000000 Penalty: 5754.187012
	Iteration 19Q: 3 clusters Score -1.236405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109039 members 
Entering Unmasked Estep 
Score: -12364053.000000 Penalty: 5754.187012
	Iteration 20F: 3 clusters Score -1.236405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -12364062.000000 Penalty: 5754.187012
	Iteration 21Q: 3 clusters Score -1.236406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -12364054.000000 Penalty: 5754.187012
	Iteration 22Q: 3 clusters Score -1.236405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -12364054.000000 Penalty: 5754.187012
	Iteration 23F: 3 clusters Score -1.236405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -216503.109375 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -216503.1 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 998 members 
Entering Unmasked Estep 
Score: -213883.671875 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -213883.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214338.937500 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -214338.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -214478.359375 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -214478.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214581.890625 Penalty: 3769.303223
	Iteration 3F: 3 clusters Score -214581.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -214640.375000 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -214640.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -214682.437500 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -214682.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -214710.687500 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -214710.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -214733.640625 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -214733.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214764.296875 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -214764.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -214785.656250 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -214785.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -214812.093750 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -214812.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -214845.640625 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -214845.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -214871.921875 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -214871.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -214897.312500 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -214897.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -214917.921875 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -214917.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -214932.281250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -214932.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -214941.015625 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -214941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -214946.515625 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -214946.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -214962.015625 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -214962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -214976.000000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -214976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214989.156250 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -214989.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -215004.562500 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -215004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -215019.593750 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -215019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -215033.609375 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -215033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -215047.828125 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -215047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -215062.687500 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -215062.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -215072.359375 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -215072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -215081.968750 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -215082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -215093.421875 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -215093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -215097.640625 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -215097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -215101.781250 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -215101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215108.000000 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -215108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -215115.187500 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -215115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -215123.484375 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -215123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -215129.531250 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -215129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -215137.078125 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -215137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -215141.578125 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -215141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -215146.781250 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -215146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -215156.640625 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -215156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -215162.421875 Penalty: 3769.303223
	Iteration 39Q: 3 clusters Score -215162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -215164.265625 Penalty: 3769.303223
	Iteration 40F: 3 clusters Score -215164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -215165.343750 Penalty: 3769.303223
	Iteration 41Q: 3 clusters Score -215165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -215166.156250 Penalty: 3769.303223
	Iteration 42Q: 3 clusters Score -215166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -215166.156250 Penalty: 3769.303223
	Iteration 43F: 3 clusters Score -215166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Entering Unmasked Estep 
Score: -11483363.000000 Penalty: 2858.504395
	Iteration 0F: 2 clusters Score -1.148336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -11415504.000000 Penalty: 5717.008789
	Iteration 0F: 3 clusters Score -1.14155e+07 nChanged 47857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -11443123.000000 Penalty: 5717.008789
	Iteration 1F: 3 clusters Score -1.144312e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -11443720.000000 Penalty: 5717.008789
	Iteration 2Q: 3 clusters Score -1.144372e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -11444610.000000 Penalty: 5717.008789
	Iteration 3Q: 3 clusters Score -1.144461e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -11445501.000000 Penalty: 5717.008789
	Iteration 4Q: 3 clusters Score -1.14455e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -11446851.000000 Penalty: 5717.008789
	Iteration 5Q: 3 clusters Score -1.144685e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -11448745.000000 Penalty: 5717.008789
	Iteration 6Q: 3 clusters Score -1.144874e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -11451358.000000 Penalty: 5717.008789
	Iteration 7F: 3 clusters Score -1.145136e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -11455045.000000 Penalty: 5717.008789
	Iteration 8F: 3 clusters Score -1.145504e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -11460014.000000 Penalty: 5717.008789
	Iteration 9F: 3 clusters Score -1.146001e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -11465723.000000 Penalty: 5717.008789
	Iteration 10F: 3 clusters Score -1.146572e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -11470777.000000 Penalty: 5717.008789
	Iteration 11F: 3 clusters Score -1.147078e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -11474497.000000 Penalty: 5717.008789
	Iteration 12Q: 3 clusters Score -1.14745e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -11476907.000000 Penalty: 5717.008789
	Iteration 13Q: 3 clusters Score -1.147691e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -11478241.000000 Penalty: 5717.008789
	Iteration 14Q: 3 clusters Score -1.147824e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -11479068.000000 Penalty: 5717.008789
	Iteration 15Q: 3 clusters Score -1.147907e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -11479570.000000 Penalty: 5717.008789
	Iteration 16Q: 3 clusters Score -1.147957e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -11479948.000000 Penalty: 5717.008789
	Iteration 17Q: 3 clusters Score -1.147995e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -11480151.000000 Penalty: 5717.008789
	Iteration 18Q: 3 clusters Score -1.148015e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -11480321.000000 Penalty: 5717.008789
	Iteration 19Q: 3 clusters Score -1.148032e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -11480440.000000 Penalty: 5717.008789
	Iteration 20F: 3 clusters Score -1.148044e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -11480507.000000 Penalty: 5717.008789
	Iteration 21Q: 3 clusters Score -1.148051e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -11480596.000000 Penalty: 5717.008789
	Iteration 22Q: 3 clusters Score -1.14806e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -11480667.000000 Penalty: 5717.008789
	Iteration 23Q: 3 clusters Score -1.148067e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -11480731.000000 Penalty: 5717.008789
	Iteration 24Q: 3 clusters Score -1.148073e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -11480789.000000 Penalty: 5717.008789
	Iteration 25Q: 3 clusters Score -1.148079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -11480792.000000 Penalty: 5717.008789
	Iteration 26Q: 3 clusters Score -1.148079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -11480818.000000 Penalty: 5717.008789
	Iteration 27Q: 3 clusters Score -1.148082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -11480829.000000 Penalty: 5717.008789
	Iteration 28Q: 3 clusters Score -1.148083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -11480865.000000 Penalty: 5717.008789
	Iteration 29Q: 3 clusters Score -1.148086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -11480879.000000 Penalty: 5717.008789
	Iteration 30Q: 3 clusters Score -1.148088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -11480894.000000 Penalty: 5717.008789
	Iteration 31Q: 3 clusters Score -1.148089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -11480908.000000 Penalty: 5717.008789
	Iteration 32Q: 3 clusters Score -1.148091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -11480909.000000 Penalty: 5717.008789
	Iteration 33Q: 3 clusters Score -1.148091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -11480919.000000 Penalty: 5717.008789
	Iteration 34Q: 3 clusters Score -1.148092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -11480938.000000 Penalty: 5717.008789
	Iteration 35Q: 3 clusters Score -1.148094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -11480954.000000 Penalty: 5717.008789
	Iteration 36Q: 3 clusters Score -1.148095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -11480946.000000 Penalty: 5717.008789
	Iteration 37Q: 3 clusters Score -1.148095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -11480947.000000 Penalty: 5717.008789
	Iteration 38Q: 3 clusters Score -1.148095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -11480949.000000 Penalty: 5717.008789
	Iteration 39Q: 3 clusters Score -1.148095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -11480947.000000 Penalty: 5717.008789
	Iteration 40F: 3 clusters Score -1.148095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -11480955.000000 Penalty: 5717.008789
	Iteration 41Q: 3 clusters Score -1.148096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -11480956.000000 Penalty: 5717.008789
	Iteration 42Q: 3 clusters Score -1.148096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -11480963.000000 Penalty: 5717.008789
	Iteration 43Q: 3 clusters Score -1.148096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -11480963.000000 Penalty: 5717.008789
	Iteration 44F: 3 clusters Score -1.148096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Entering Unmasked Estep 
Score: -5326562.000000 Penalty: 2666.616211
	Iteration 0F: 2 clusters Score -5326562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5295043.000000 Penalty: 5333.232422
	Iteration 0F: 3 clusters Score -5295043 nChanged 21584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5306743.500000 Penalty: 5333.232422
	Iteration 1F: 3 clusters Score -5306744 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5307159.000000 Penalty: 5333.232422
	Iteration 2Q: 3 clusters Score -5307159 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -5307534.500000 Penalty: 5333.232422
	Iteration 3Q: 3 clusters Score -5307534 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5307908.500000 Penalty: 5333.232422
	Iteration 4Q: 3 clusters Score -5307908 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -5308387.500000 Penalty: 5333.232422
	Iteration 5Q: 3 clusters Score -5308388 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5309008.000000 Penalty: 5333.232422
	Iteration 6Q: 3 clusters Score -5309008 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -5310035.000000 Penalty: 5333.232422
	Iteration 7Q: 3 clusters Score -5310035 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5311433.000000 Penalty: 5333.232422
	Iteration 8Q: 3 clusters Score -5311433 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5313342.500000 Penalty: 5333.232422
	Iteration 9F: 3 clusters Score -5313342 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5315554.500000 Penalty: 5333.232422
	Iteration 10F: 3 clusters Score -5315554 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5317869.000000 Penalty: 5333.232422
	Iteration 11F: 3 clusters Score -5317869 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -5319781.500000 Penalty: 5333.232422
	Iteration 12F: 3 clusters Score -5319782 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5321006.500000 Penalty: 5333.232422
	Iteration 13Q: 3 clusters Score -5321006 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5321662.000000 Penalty: 5333.232422
	Iteration 14Q: 3 clusters Score -5321662 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -5322081.500000 Penalty: 5333.232422
	Iteration 15Q: 3 clusters Score -5322082 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5322359.000000 Penalty: 5333.232422
	Iteration 16Q: 3 clusters Score -5322359 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5322562.000000 Penalty: 5333.232422
	Iteration 17Q: 3 clusters Score -5322562 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5322696.000000 Penalty: 5333.232422
	Iteration 18Q: 3 clusters Score -5322696 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5322841.000000 Penalty: 5333.232422
	Iteration 19Q: 3 clusters Score -5322841 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5322984.500000 Penalty: 5333.232422
	Iteration 20F: 3 clusters Score -5322984 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5323089.000000 Penalty: 5333.232422
	Iteration 21Q: 3 clusters Score -5323089 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5323186.000000 Penalty: 5333.232422
	Iteration 22Q: 3 clusters Score -5323186 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5323264.000000 Penalty: 5333.232422
	Iteration 23Q: 3 clusters Score -5323264 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5323363.500000 Penalty: 5333.232422
	Iteration 24Q: 3 clusters Score -5323364 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5323474.000000 Penalty: 5333.232422
	Iteration 25Q: 3 clusters Score -5323474 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5323552.000000 Penalty: 5333.232422
	Iteration 26Q: 3 clusters Score -5323552 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -5323643.500000 Penalty: 5333.232422
	Iteration 27Q: 3 clusters Score -5323644 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5323737.000000 Penalty: 5333.232422
	Iteration 28Q: 3 clusters Score -5323737 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5323816.500000 Penalty: 5333.232422
	Iteration 29Q: 3 clusters Score -5323816 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5323855.500000 Penalty: 5333.232422
	Iteration 30Q: 3 clusters Score -5323856 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5323911.500000 Penalty: 5333.232422
	Iteration 31Q: 3 clusters Score -5323912 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5323980.000000 Penalty: 5333.232422
	Iteration 32Q: 3 clusters Score -5323980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5324049.000000 Penalty: 5333.232422
	Iteration 33Q: 3 clusters Score -5324049 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -5324092.000000 Penalty: 5333.232422
	Iteration 34Q: 3 clusters Score -5324092 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -5324151.000000 Penalty: 5333.232422
	Iteration 35Q: 3 clusters Score -5324151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -5324160.500000 Penalty: 5333.232422
	Iteration 36Q: 3 clusters Score -5324160 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5324189.500000 Penalty: 5333.232422
	Iteration 37Q: 3 clusters Score -5324190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -5324219.000000 Penalty: 5333.232422
	Iteration 38Q: 3 clusters Score -5324219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5324265.000000 Penalty: 5333.232422
	Iteration 39Q: 3 clusters Score -5324265 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5324275.500000 Penalty: 5333.232422
	Iteration 40F: 3 clusters Score -5324276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -5324278.500000 Penalty: 5333.232422
	Iteration 41Q: 3 clusters Score -5324278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5324302.000000 Penalty: 5333.232422
	Iteration 42Q: 3 clusters Score -5324302 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5324305.500000 Penalty: 5333.232422
	Iteration 43Q: 3 clusters Score -5324306 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -5324339.000000 Penalty: 5333.232422
	Iteration 44Q: 3 clusters Score -5324339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -5324362.000000 Penalty: 5333.232422
	Iteration 45Q: 3 clusters Score -5324362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -5324384.500000 Penalty: 5333.232422
	Iteration 46Q: 3 clusters Score -5324384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5324400.500000 Penalty: 5333.232422
	Iteration 47Q: 3 clusters Score -5324400 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5324418.000000 Penalty: 5333.232422
	Iteration 48Q: 3 clusters Score -5324418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5324412.500000 Penalty: 5333.232422
	Iteration 49Q: 3 clusters Score -5324412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -5324439.000000 Penalty: 5333.232422
	Iteration 50Q: 3 clusters Score -5324439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -5324454.000000 Penalty: 5333.232422
	Iteration 51Q: 3 clusters Score -5324454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -5324469.000000 Penalty: 5333.232422
	Iteration 52Q: 3 clusters Score -5324469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5324473.500000 Penalty: 5333.232422
	Iteration 53Q: 3 clusters Score -5324474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -5324462.000000 Penalty: 5333.232422
	Iteration 54Q: 3 clusters Score -5324462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -5324469.000000 Penalty: 5333.232422
	Iteration 55Q: 3 clusters Score -5324469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5324471.500000 Penalty: 5333.232422
	Iteration 56Q: 3 clusters Score -5324472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -5324477.500000 Penalty: 5333.232422
	Iteration 57Q: 3 clusters Score -5324478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -5324494.000000 Penalty: 5333.232422
	Iteration 58Q: 3 clusters Score -5324494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -5324484.500000 Penalty: 5333.232422
	Iteration 59Q: 3 clusters Score -5324484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -5324481.000000 Penalty: 5333.232422
	Iteration 60F: 3 clusters Score -5324481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5324488.500000 Penalty: 5333.232422
	Iteration 61Q: 3 clusters Score -5324488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -5324490.500000 Penalty: 5333.232422
	Iteration 62Q: 3 clusters Score -5324490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -5324491.500000 Penalty: 5333.232422
	Iteration 63Q: 3 clusters Score -5324492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -5324490.000000 Penalty: 5333.232422
	Iteration 64Q: 3 clusters Score -5324490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -5324485.500000 Penalty: 5333.232422
	Iteration 65Q: 3 clusters Score -5324486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -5324486.500000 Penalty: 5333.232422
	Iteration 66Q: 3 clusters Score -5324486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5324483.500000 Penalty: 5333.232422
	Iteration 67Q: 3 clusters Score -5324484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -5324488.500000 Penalty: 5333.232422
	Iteration 68Q: 3 clusters Score -5324488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -5324489.000000 Penalty: 5333.232422
	Iteration 69Q: 3 clusters Score -5324489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -5324491.500000 Penalty: 5333.232422
	Iteration 70Q: 3 clusters Score -5324492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5324491.000000 Penalty: 5333.232422
	Iteration 71Q: 3 clusters Score -5324491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -5324495.000000 Penalty: 5333.232422
	Iteration 72Q: 3 clusters Score -5324495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5324493.000000 Penalty: 5333.232422
	Iteration 73Q: 3 clusters Score -5324493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -5324492.000000 Penalty: 5333.232422
	Iteration 74Q: 3 clusters Score -5324492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -5324495.000000 Penalty: 5333.232422
	Iteration 75Q: 3 clusters Score -5324495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -5324497.000000 Penalty: 5333.232422
	Iteration 76Q: 3 clusters Score -5324497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5324499.000000 Penalty: 5333.232422
	Iteration 77Q: 3 clusters Score -5324499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5324495.000000 Penalty: 5333.232422
	Iteration 78Q: 3 clusters Score -5324495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -5324507.500000 Penalty: 5333.232422
	Iteration 79Q: 3 clusters Score -5324508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5324510.000000 Penalty: 5333.232422
	Iteration 80F: 3 clusters Score -5324510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5324505.500000 Penalty: 5333.232422
	Iteration 81Q: 3 clusters Score -5324506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -5324507.000000 Penalty: 5333.232422
	Iteration 82Q: 3 clusters Score -5324507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5324507.500000 Penalty: 5333.232422
	Iteration 83Q: 3 clusters Score -5324508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5324511.500000 Penalty: 5333.232422
	Iteration 84Q: 3 clusters Score -5324512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5324511.500000 Penalty: 5333.232422
	Iteration 85F: 3 clusters Score -5324512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Entering Unmasked Estep 
Score: -1397475.750000 Penalty: 2342.364258
	Iteration 0F: 2 clusters Score -1397476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1388073.750000 Penalty: 4684.728516
	Iteration 0F: 3 clusters Score -1388074 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1391130.250000 Penalty: 4684.728516
	Iteration 1F: 3 clusters Score -1391130 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1391607.500000 Penalty: 4684.728516
	Iteration 2F: 3 clusters Score -1391608 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1392107.625000 Penalty: 4684.728516
	Iteration 3F: 3 clusters Score -1392108 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1392577.000000 Penalty: 4684.728516
	Iteration 4F: 3 clusters Score -1392577 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1392976.750000 Penalty: 4684.728516
	Iteration 5F: 3 clusters Score -1392977 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1393292.000000 Penalty: 4684.728516
	Iteration 6Q: 3 clusters Score -1393292 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1393550.125000 Penalty: 4684.728516
	Iteration 7Q: 3 clusters Score -1393550 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1393754.625000 Penalty: 4684.728516
	Iteration 8Q: 3 clusters Score -1393755 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1393930.500000 Penalty: 4684.728516
	Iteration 9Q: 3 clusters Score -1393930 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1394078.625000 Penalty: 4684.728516
	Iteration 10Q: 3 clusters Score -1394079 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1394219.750000 Penalty: 4684.728516
	Iteration 11Q: 3 clusters Score -1394220 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1394381.750000 Penalty: 4684.728516
	Iteration 12Q: 3 clusters Score -1394382 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1394555.375000 Penalty: 4684.728516
	Iteration 13Q: 3 clusters Score -1394555 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1394725.250000 Penalty: 4684.728516
	Iteration 14Q: 3 clusters Score -1394725 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1394887.375000 Penalty: 4684.728516
	Iteration 15Q: 3 clusters Score -1394887 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1395091.375000 Penalty: 4684.728516
	Iteration 16Q: 3 clusters Score -1395091 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1395346.625000 Penalty: 4684.728516
	Iteration 17Q: 3 clusters Score -1395347 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1395576.500000 Penalty: 4684.728516
	Iteration 18Q: 3 clusters Score -1395576 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1395821.625000 Penalty: 4684.728516
	Iteration 19Q: 3 clusters Score -1395822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1396024.375000 Penalty: 4684.728516
	Iteration 20F: 3 clusters Score -1396024 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1396186.250000 Penalty: 4684.728516
	Iteration 21Q: 3 clusters Score -1396186 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1396295.750000 Penalty: 4684.728516
	Iteration 22Q: 3 clusters Score -1396296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1396353.750000 Penalty: 4684.728516
	Iteration 23Q: 3 clusters Score -1396354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1396379.000000 Penalty: 4684.728516
	Iteration 24Q: 3 clusters Score -1396379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1396394.375000 Penalty: 4684.728516
	Iteration 25Q: 3 clusters Score -1396394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1396403.500000 Penalty: 4684.728516
	Iteration 26Q: 3 clusters Score -1396404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1396409.875000 Penalty: 4684.728516
	Iteration 27Q: 3 clusters Score -1396410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1396416.750000 Penalty: 4684.728516
	Iteration 28Q: 3 clusters Score -1396417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1396419.375000 Penalty: 4684.728516
	Iteration 29Q: 3 clusters Score -1396419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1396422.500000 Penalty: 4684.728516
	Iteration 30Q: 3 clusters Score -1396422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1396424.250000 Penalty: 4684.728516
	Iteration 31Q: 3 clusters Score -1396424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1396425.500000 Penalty: 4684.728516
	Iteration 32Q: 3 clusters Score -1396426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1396428.375000 Penalty: 4684.728516
	Iteration 33Q: 3 clusters Score -1396428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1396428.875000 Penalty: 4684.728516
	Iteration 34Q: 3 clusters Score -1396429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1396430.875000 Penalty: 4684.728516
	Iteration 35Q: 3 clusters Score -1396431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1396430.375000 Penalty: 4684.728516
	Iteration 36Q: 3 clusters Score -1396430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1396430.250000 Penalty: 4684.728516
	Iteration 37Q: 3 clusters Score -1396430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1396430.250000 Penalty: 4684.728516
	Iteration 38Q: 3 clusters Score -1396430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1396426.875000 Penalty: 4684.728516
	Iteration 39Q: 3 clusters Score -1396427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1396429.125000 Penalty: 4684.728516
	Iteration 40F: 3 clusters Score -1396429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -68077.492188 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -68077.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66432.820312 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -66432.82 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66862.804688 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -66862.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67412.593750 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -67412.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67944.062500 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -67944.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68354.976562 Penalty: 3255.672363
	Iteration 4F: 3 clusters Score -68354.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68593.250000 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -68593.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68917.398438 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -68917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69202.585938 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -69202.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69211.640625 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -69211.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69213.171875 Penalty: 3255.672363
	Iteration 9F: 3 clusters Score -69213.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69356.804688 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -69356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69356.804688 Penalty: 3255.672363
	Iteration 11F: 3 clusters Score -69356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 109227 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 101339 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 41076 members 
Mstep: Class 18 contains 53897 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 346477 members 
Mstep: Class 23 contains 21705 members 
Mstep: Class 24 contains 30536 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 19361 members 
Mstep: Class 29 contains 1874 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 11921 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 30654 members 
Mstep: Class 38 contains 14194 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 8377 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 481 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 331 members 
Entering Unmasked Estep 
Score: -110925248.000000 Penalty: 164614.000000
Splitting cluster 16 changes total score from -110925744.000000 to -110925248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (41076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Entering Unmasked Estep 
Score: -4666065.000000 Penalty: 2634.548584
	Iteration 0F: 2 clusters Score -4666065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4638397.000000 Penalty: 5269.097168
	Iteration 0F: 3 clusters Score -4638397 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4648701.500000 Penalty: 5269.097168
	Iteration 1F: 3 clusters Score -4648702 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4649313.500000 Penalty: 5269.097168
	Iteration 2Q: 3 clusters Score -4649314 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4649958.500000 Penalty: 5269.097168
	Iteration 3Q: 3 clusters Score -4649958 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4650794.500000 Penalty: 5269.097168
	Iteration 4Q: 3 clusters Score -4650794 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4651878.500000 Penalty: 5269.097168
	Iteration 5F: 3 clusters Score -4651878 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -4653398.000000 Penalty: 5269.097168
	Iteration 6F: 3 clusters Score -4653398 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4655402.500000 Penalty: 5269.097168
	Iteration 7F: 3 clusters Score -4655402 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4657653.000000 Penalty: 5269.097168
	Iteration 8F: 3 clusters Score -4657653 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4659852.000000 Penalty: 5269.097168
	Iteration 9F: 3 clusters Score -4659852 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4661486.000000 Penalty: 5269.097168
	Iteration 10Q: 3 clusters Score -4661486 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4662580.000000 Penalty: 5269.097168
	Iteration 11Q: 3 clusters Score -4662580 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4663243.000000 Penalty: 5269.097168
	Iteration 12Q: 3 clusters Score -4663243 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4663627.000000 Penalty: 5269.097168
	Iteration 13Q: 3 clusters Score -4663627 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4663851.500000 Penalty: 5269.097168
	Iteration 14Q: 3 clusters Score -4663852 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4664028.500000 Penalty: 5269.097168
	Iteration 15Q: 3 clusters Score -4664028 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4664203.000000 Penalty: 5269.097168
	Iteration 16Q: 3 clusters Score -4664203 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4664339.000000 Penalty: 5269.097168
	Iteration 17Q: 3 clusters Score -4664339 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4664482.000000 Penalty: 5269.097168
	Iteration 18Q: 3 clusters Score -4664482 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4664565.500000 Penalty: 5269.097168
	Iteration 19Q: 3 clusters Score -4664566 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4664630.000000 Penalty: 5269.097168
	Iteration 20F: 3 clusters Score -4664630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4664686.500000 Penalty: 5269.097168
	Iteration 21Q: 3 clusters Score -4664686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4664716.000000 Penalty: 5269.097168
	Iteration 22Q: 3 clusters Score -4664716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4664762.500000 Penalty: 5269.097168
	Iteration 23Q: 3 clusters Score -4664762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4664785.500000 Penalty: 5269.097168
	Iteration 24Q: 3 clusters Score -4664786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4664839.500000 Penalty: 5269.097168
	Iteration 25Q: 3 clusters Score -4664840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4664871.500000 Penalty: 5269.097168
	Iteration 26Q: 3 clusters Score -4664872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4664875.000000 Penalty: 5269.097168
	Iteration 27Q: 3 clusters Score -4664875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -4664879.000000 Penalty: 5269.097168
	Iteration 28Q: 3 clusters Score -4664879 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4664908.000000 Penalty: 5269.097168
	Iteration 29Q: 3 clusters Score -4664908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4664922.000000 Penalty: 5269.097168
	Iteration 30Q: 3 clusters Score -4664922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4664931.000000 Penalty: 5269.097168
	Iteration 31Q: 3 clusters Score -4664931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4664953.000000 Penalty: 5269.097168
	Iteration 32Q: 3 clusters Score -4664953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4664965.000000 Penalty: 5269.097168
	Iteration 33Q: 3 clusters Score -4664965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4664966.000000 Penalty: 5269.097168
	Iteration 34Q: 3 clusters Score -4664966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4664962.000000 Penalty: 5269.097168
	Iteration 35Q: 3 clusters Score -4664962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4664968.000000 Penalty: 5269.097168
	Iteration 36Q: 3 clusters Score -4664968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4664968.500000 Penalty: 5269.097168
	Iteration 37Q: 3 clusters Score -4664968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4664969.500000 Penalty: 5269.097168
	Iteration 38Q: 3 clusters Score -4664970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4664979.500000 Penalty: 5269.097168
	Iteration 39Q: 3 clusters Score -4664980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4664977.500000 Penalty: 5269.097168
	Iteration 40F: 3 clusters Score -4664978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4664976.000000 Penalty: 5269.097168
	Iteration 41Q: 3 clusters Score -4664976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4664982.000000 Penalty: 5269.097168
	Iteration 42Q: 3 clusters Score -4664982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4664986.000000 Penalty: 5269.097168
	Iteration 43Q: 3 clusters Score -4664986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -4664987.500000 Penalty: 5269.097168
	Iteration 44Q: 3 clusters Score -4664988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4664987.500000 Penalty: 5269.097168
	Iteration 45Q: 3 clusters Score -4664988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4664981.500000 Penalty: 5269.097168
	Iteration 46Q: 3 clusters Score -4664982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4664981.500000 Penalty: 5269.097168
	Iteration 47F: 3 clusters Score -4664982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -5985275.500000 Penalty: 2701.917725
	Iteration 0F: 2 clusters Score -5985276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5948782.500000 Penalty: 5403.835449
	Iteration 0F: 3 clusters Score -5948782 nChanged 25022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5962587.000000 Penalty: 5403.835449
	Iteration 1F: 3 clusters Score -5962587 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -5963056.000000 Penalty: 5403.835449
	Iteration 2Q: 3 clusters Score -5963056 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5963482.500000 Penalty: 5403.835449
	Iteration 3Q: 3 clusters Score -5963482 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -5963878.000000 Penalty: 5403.835449
	Iteration 4Q: 3 clusters Score -5963878 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5964266.000000 Penalty: 5403.835449
	Iteration 5Q: 3 clusters Score -5964266 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -5964795.000000 Penalty: 5403.835449
	Iteration 6Q: 3 clusters Score -5964795 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5965537.000000 Penalty: 5403.835449
	Iteration 7Q: 3 clusters Score -5965537 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -5966843.000000 Penalty: 5403.835449
	Iteration 8Q: 3 clusters Score -5966843 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5969026.000000 Penalty: 5403.835449
	Iteration 9F: 3 clusters Score -5969026 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5972455.000000 Penalty: 5403.835449
	Iteration 10F: 3 clusters Score -5972455 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -5976780.500000 Penalty: 5403.835449
	Iteration 11F: 3 clusters Score -5976780 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -5980183.000000 Penalty: 5403.835449
	Iteration 12F: 3 clusters Score -5980183 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -5981970.000000 Penalty: 5403.835449
	Iteration 13Q: 3 clusters Score -5981970 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -5982583.000000 Penalty: 5403.835449
	Iteration 14Q: 3 clusters Score -5982583 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -5982749.500000 Penalty: 5403.835449
	Iteration 15Q: 3 clusters Score -5982750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -5982835.500000 Penalty: 5403.835449
	Iteration 16Q: 3 clusters Score -5982836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -5982888.000000 Penalty: 5403.835449
	Iteration 17Q: 3 clusters Score -5982888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -5982905.000000 Penalty: 5403.835449
	Iteration 18Q: 3 clusters Score -5982905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -5982911.000000 Penalty: 5403.835449
	Iteration 19Q: 3 clusters Score -5982911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -5982911.000000 Penalty: 5403.835449
	Iteration 20F: 3 clusters Score -5982911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Entering Unmasked Estep 
Score: -1931441.375000 Penalty: 2412.470947
	Iteration 0F: 2 clusters Score -1931441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1919444.250000 Penalty: 4824.941895
	Iteration 0F: 3 clusters Score -1919444 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1923255.750000 Penalty: 4824.941895
	Iteration 1F: 3 clusters Score -1923256 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1923567.000000 Penalty: 4824.941895
	Iteration 2F: 3 clusters Score -1923567 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1923807.750000 Penalty: 4824.941895
	Iteration 3Q: 3 clusters Score -1923808 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1924001.125000 Penalty: 4824.941895
	Iteration 4Q: 3 clusters Score -1924001 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1924203.500000 Penalty: 4824.941895
	Iteration 5Q: 3 clusters Score -1924204 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1924384.250000 Penalty: 4824.941895
	Iteration 6Q: 3 clusters Score -1924384 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1924564.500000 Penalty: 4824.941895
	Iteration 7Q: 3 clusters Score -1924564 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1924737.500000 Penalty: 4824.941895
	Iteration 8Q: 3 clusters Score -1924738 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1924927.000000 Penalty: 4824.941895
	Iteration 9Q: 3 clusters Score -1924927 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1925104.375000 Penalty: 4824.941895
	Iteration 10Q: 3 clusters Score -1925104 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1925309.375000 Penalty: 4824.941895
	Iteration 11Q: 3 clusters Score -1925309 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1925540.750000 Penalty: 4824.941895
	Iteration 12Q: 3 clusters Score -1925541 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1925785.375000 Penalty: 4824.941895
	Iteration 13Q: 3 clusters Score -1925785 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1926026.000000 Penalty: 4824.941895
	Iteration 14Q: 3 clusters Score -1926026 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1926251.375000 Penalty: 4824.941895
	Iteration 15Q: 3 clusters Score -1926251 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1926502.375000 Penalty: 4824.941895
	Iteration 16Q: 3 clusters Score -1926502 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1926741.625000 Penalty: 4824.941895
	Iteration 17Q: 3 clusters Score -1926742 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1927001.000000 Penalty: 4824.941895
	Iteration 18Q: 3 clusters Score -1927001 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1927270.875000 Penalty: 4824.941895
	Iteration 19Q: 3 clusters Score -1927271 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1927465.750000 Penalty: 4824.941895
	Iteration 20F: 3 clusters Score -1927466 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1927595.000000 Penalty: 4824.941895
	Iteration 21Q: 3 clusters Score -1927595 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1927695.750000 Penalty: 4824.941895
	Iteration 22Q: 3 clusters Score -1927696 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1927773.125000 Penalty: 4824.941895
	Iteration 23Q: 3 clusters Score -1927773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1927825.125000 Penalty: 4824.941895
	Iteration 24Q: 3 clusters Score -1927825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1927870.625000 Penalty: 4824.941895
	Iteration 25Q: 3 clusters Score -1927871 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1927916.500000 Penalty: 4824.941895
	Iteration 26Q: 3 clusters Score -1927916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1927945.375000 Penalty: 4824.941895
	Iteration 27Q: 3 clusters Score -1927945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1927974.125000 Penalty: 4824.941895
	Iteration 28Q: 3 clusters Score -1927974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1928003.875000 Penalty: 4824.941895
	Iteration 29Q: 3 clusters Score -1928004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1928023.000000 Penalty: 4824.941895
	Iteration 30Q: 3 clusters Score -1928023 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1928047.875000 Penalty: 4824.941895
	Iteration 31Q: 3 clusters Score -1928048 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1928068.625000 Penalty: 4824.941895
	Iteration 32Q: 3 clusters Score -1928069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1928095.875000 Penalty: 4824.941895
	Iteration 33Q: 3 clusters Score -1928096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1928120.625000 Penalty: 4824.941895
	Iteration 34Q: 3 clusters Score -1928121 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1928146.750000 Penalty: 4824.941895
	Iteration 35Q: 3 clusters Score -1928147 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1928180.125000 Penalty: 4824.941895
	Iteration 36Q: 3 clusters Score -1928180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1928222.125000 Penalty: 4824.941895
	Iteration 37Q: 3 clusters Score -1928222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1928271.000000 Penalty: 4824.941895
	Iteration 38Q: 3 clusters Score -1928271 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1928310.750000 Penalty: 4824.941895
	Iteration 39Q: 3 clusters Score -1928311 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1928343.000000 Penalty: 4824.941895
	Iteration 40F: 3 clusters Score -1928343 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1928369.625000 Penalty: 4824.941895
	Iteration 41Q: 3 clusters Score -1928370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1928389.125000 Penalty: 4824.941895
	Iteration 42Q: 3 clusters Score -1928389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1928404.750000 Penalty: 4824.941895
	Iteration 43Q: 3 clusters Score -1928405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1928412.000000 Penalty: 4824.941895
	Iteration 44Q: 3 clusters Score -1928412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1928445.250000 Penalty: 4824.941895
	Iteration 45Q: 3 clusters Score -1928445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1928464.000000 Penalty: 4824.941895
	Iteration 46Q: 3 clusters Score -1928464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1928493.000000 Penalty: 4824.941895
	Iteration 47Q: 3 clusters Score -1928493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1928510.750000 Penalty: 4824.941895
	Iteration 48Q: 3 clusters Score -1928511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1928537.000000 Penalty: 4824.941895
	Iteration 49Q: 3 clusters Score -1928537 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1928559.625000 Penalty: 4824.941895
	Iteration 50Q: 3 clusters Score -1928560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1928576.500000 Penalty: 4824.941895
	Iteration 51Q: 3 clusters Score -1928576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1928597.875000 Penalty: 4824.941895
	Iteration 52Q: 3 clusters Score -1928598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1928619.625000 Penalty: 4824.941895
	Iteration 53Q: 3 clusters Score -1928620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1928637.375000 Penalty: 4824.941895
	Iteration 54Q: 3 clusters Score -1928637 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1928657.875000 Penalty: 4824.941895
	Iteration 55Q: 3 clusters Score -1928658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1928675.125000 Penalty: 4824.941895
	Iteration 56Q: 3 clusters Score -1928675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1928696.375000 Penalty: 4824.941895
	Iteration 57Q: 3 clusters Score -1928696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1928706.250000 Penalty: 4824.941895
	Iteration 58Q: 3 clusters Score -1928706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1928718.250000 Penalty: 4824.941895
	Iteration 59Q: 3 clusters Score -1928718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1928731.875000 Penalty: 4824.941895
	Iteration 60F: 3 clusters Score -1928732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1928753.000000 Penalty: 4824.941895
	Iteration 61Q: 3 clusters Score -1928753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1928763.250000 Penalty: 4824.941895
	Iteration 62Q: 3 clusters Score -1928763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1928776.625000 Penalty: 4824.941895
	Iteration 63Q: 3 clusters Score -1928777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1928793.250000 Penalty: 4824.941895
	Iteration 64Q: 3 clusters Score -1928793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1928803.625000 Penalty: 4824.941895
	Iteration 65Q: 3 clusters Score -1928804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1928820.875000 Penalty: 4824.941895
	Iteration 66Q: 3 clusters Score -1928821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1928841.625000 Penalty: 4824.941895
	Iteration 67Q: 3 clusters Score -1928842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1928851.000000 Penalty: 4824.941895
	Iteration 68Q: 3 clusters Score -1928851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1928855.125000 Penalty: 4824.941895
	Iteration 69Q: 3 clusters Score -1928855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1928873.125000 Penalty: 4824.941895
	Iteration 70Q: 3 clusters Score -1928873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1928883.250000 Penalty: 4824.941895
	Iteration 71Q: 3 clusters Score -1928883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1928890.500000 Penalty: 4824.941895
	Iteration 72Q: 3 clusters Score -1928890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1928900.250000 Penalty: 4824.941895
	Iteration 73Q: 3 clusters Score -1928900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1928908.875000 Penalty: 4824.941895
	Iteration 74Q: 3 clusters Score -1928909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1928915.125000 Penalty: 4824.941895
	Iteration 75Q: 3 clusters Score -1928915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1928926.875000 Penalty: 4824.941895
	Iteration 76Q: 3 clusters Score -1928927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1928944.125000 Penalty: 4824.941895
	Iteration 77Q: 3 clusters Score -1928944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1928967.750000 Penalty: 4824.941895
	Iteration 78Q: 3 clusters Score -1928968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1928989.875000 Penalty: 4824.941895
	Iteration 79Q: 3 clusters Score -1928990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1929001.875000 Penalty: 4824.941895
	Iteration 80F: 3 clusters Score -1929002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1929023.250000 Penalty: 4824.941895
	Iteration 81Q: 3 clusters Score -1929023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1929042.500000 Penalty: 4824.941895
	Iteration 82Q: 3 clusters Score -1929042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1929060.375000 Penalty: 4824.941895
	Iteration 83Q: 3 clusters Score -1929060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1929076.750000 Penalty: 4824.941895
	Iteration 84Q: 3 clusters Score -1929077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1929095.500000 Penalty: 4824.941895
	Iteration 85Q: 3 clusters Score -1929096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1929113.875000 Penalty: 4824.941895
	Iteration 86Q: 3 clusters Score -1929114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1929137.250000 Penalty: 4824.941895
	Iteration 87Q: 3 clusters Score -1929137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1929159.250000 Penalty: 4824.941895
	Iteration 88Q: 3 clusters Score -1929159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1929178.000000 Penalty: 4824.941895
	Iteration 89Q: 3 clusters Score -1929178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1929193.125000 Penalty: 4824.941895
	Iteration 90Q: 3 clusters Score -1929193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1929212.000000 Penalty: 4824.941895
	Iteration 91Q: 3 clusters Score -1929212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1929218.375000 Penalty: 4824.941895
	Iteration 92Q: 3 clusters Score -1929218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1929238.000000 Penalty: 4824.941895
	Iteration 93Q: 3 clusters Score -1929238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1929259.375000 Penalty: 4824.941895
	Iteration 94Q: 3 clusters Score -1929259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1929280.750000 Penalty: 4824.941895
	Iteration 95Q: 3 clusters Score -1929281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1929295.875000 Penalty: 4824.941895
	Iteration 96Q: 3 clusters Score -1929296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1929311.500000 Penalty: 4824.941895
	Iteration 97Q: 3 clusters Score -1929312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1929323.875000 Penalty: 4824.941895
	Iteration 98Q: 3 clusters Score -1929324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1929342.500000 Penalty: 4824.941895
	Iteration 99Q: 3 clusters Score -1929342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1929352.250000 Penalty: 4824.941895
	Iteration 100F: 3 clusters Score -1929352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1929362.125000 Penalty: 4824.941895
	Iteration 101Q: 3 clusters Score -1929362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1929368.000000 Penalty: 4824.941895
	Iteration 102Q: 3 clusters Score -1929368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1929376.375000 Penalty: 4824.941895
	Iteration 103Q: 3 clusters Score -1929376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1929384.500000 Penalty: 4824.941895
	Iteration 104Q: 3 clusters Score -1929384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1929391.875000 Penalty: 4824.941895
	Iteration 105Q: 3 clusters Score -1929392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1929402.250000 Penalty: 4824.941895
	Iteration 106Q: 3 clusters Score -1929402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1929406.500000 Penalty: 4824.941895
	Iteration 107Q: 3 clusters Score -1929406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1929408.750000 Penalty: 4824.941895
	Iteration 108Q: 3 clusters Score -1929409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1929414.875000 Penalty: 4824.941895
	Iteration 109Q: 3 clusters Score -1929415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1929423.125000 Penalty: 4824.941895
	Iteration 110Q: 3 clusters Score -1929423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1929430.250000 Penalty: 4824.941895
	Iteration 111Q: 3 clusters Score -1929430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1929435.625000 Penalty: 4824.941895
	Iteration 112Q: 3 clusters Score -1929436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1929446.500000 Penalty: 4824.941895
	Iteration 113Q: 3 clusters Score -1929446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1929449.500000 Penalty: 4824.941895
	Iteration 114Q: 3 clusters Score -1929450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1929454.000000 Penalty: 4824.941895
	Iteration 115Q: 3 clusters Score -1929454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1929452.750000 Penalty: 4824.941895
	Iteration 116Q: 3 clusters Score -1929453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1929458.375000 Penalty: 4824.941895
	Iteration 117Q: 3 clusters Score -1929458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1929457.500000 Penalty: 4824.941895
	Iteration 118Q: 3 clusters Score -1929458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1929460.750000 Penalty: 4824.941895
	Iteration 119Q: 3 clusters Score -1929461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1929460.625000 Penalty: 4824.941895
	Iteration 120F: 3 clusters Score -1929461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -221311.328125 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -221311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218741.406250 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -218741.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -219120.046875 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -219120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219218.140625 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -219218.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219271.500000 Penalty: 3762.802734
	Iteration 3Q: 3 clusters Score -219271.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219299.718750 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -219299.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -219325.546875 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -219325.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219345.343750 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -219345.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -219361.687500 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -219361.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219377.218750 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -219377.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219383.390625 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -219383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219390.406250 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -219390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -219394.578125 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -219394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -219396.437500 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -219396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -219397.828125 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -219397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -219397.828125 Penalty: 3762.802734
	Iteration 14F: 3 clusters Score -219397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -163815.000000 Penalty: 1831.075317
	Iteration 0F: 2 clusters Score -163815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -161502.000000 Penalty: 3662.150635
	Iteration 0F: 3 clusters Score -161502 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -161940.625000 Penalty: 3662.150635
	Iteration 1F: 3 clusters Score -161940.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162064.328125 Penalty: 3662.150635
	Iteration 2F: 3 clusters Score -162064.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162128.546875 Penalty: 3662.150635
	Iteration 3Q: 3 clusters Score -162128.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162166.500000 Penalty: 3662.150635
	Iteration 4Q: 3 clusters Score -162166.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -162187.984375 Penalty: 3662.150635
	Iteration 5Q: 3 clusters Score -162188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162211.500000 Penalty: 3662.150635
	Iteration 6Q: 3 clusters Score -162211.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162233.390625 Penalty: 3662.150635
	Iteration 7Q: 3 clusters Score -162233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162247.734375 Penalty: 3662.150635
	Iteration 8Q: 3 clusters Score -162247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162260.890625 Penalty: 3662.150635
	Iteration 9Q: 3 clusters Score -162260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162272.750000 Penalty: 3662.150635
	Iteration 10Q: 3 clusters Score -162272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162279.328125 Penalty: 3662.150635
	Iteration 11Q: 3 clusters Score -162279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162289.640625 Penalty: 3662.150635
	Iteration 12Q: 3 clusters Score -162289.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162299.921875 Penalty: 3662.150635
	Iteration 13Q: 3 clusters Score -162299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162304.781250 Penalty: 3662.150635
	Iteration 14Q: 3 clusters Score -162304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162309.906250 Penalty: 3662.150635
	Iteration 15Q: 3 clusters Score -162309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162315.109375 Penalty: 3662.150635
	Iteration 16Q: 3 clusters Score -162315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162317.687500 Penalty: 3662.150635
	Iteration 17Q: 3 clusters Score -162317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -162319.609375 Penalty: 3662.150635
	Iteration 18Q: 3 clusters Score -162319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162323.187500 Penalty: 3662.150635
	Iteration 19Q: 3 clusters Score -162323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -162324.671875 Penalty: 3662.150635
	Iteration 20F: 3 clusters Score -162324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162325.078125 Penalty: 3662.150635
	Iteration 21Q: 3 clusters Score -162325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162325.078125 Penalty: 3662.150635
	Iteration 22F: 3 clusters Score -162325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (346477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346477 members 
Entering Unmasked Estep 
Score: -38984940.000000 Penalty: 3163.381592
	Iteration 0F: 2 clusters Score -3.898494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 172921 members 
Entering Unmasked Estep 
Score: -38786356.000000 Penalty: 6326.763184
	Iteration 0F: 3 clusters Score -3.878636e+07 nChanged 168374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182782 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -38886012.000000 Penalty: 6326.763184
	Iteration 1F: 3 clusters Score -3.888601e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187549 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -38887856.000000 Penalty: 6326.763184
	Iteration 2Q: 3 clusters Score -3.888786e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194645 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -38890936.000000 Penalty: 6326.763184
	Iteration 3Q: 3 clusters Score -3.889094e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -38895760.000000 Penalty: 6326.763184
	Iteration 4Q: 3 clusters Score -3.889576e+07 nChanged 17162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221806 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -38904624.000000 Penalty: 6326.763184
	Iteration 5Q: 3 clusters Score -3.890462e+07 nChanged 22516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243706 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -38920108.000000 Penalty: 6326.763184
	Iteration 6F: 3 clusters Score -3.892011e+07 nChanged 26330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269644 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -38942380.000000 Penalty: 6326.763184
	Iteration 7F: 3 clusters Score -3.894238e+07 nChanged 25343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294823 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -38962056.000000 Penalty: 6326.763184
	Iteration 8F: 3 clusters Score -3.896206e+07 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312906 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -38971340.000000 Penalty: 6326.763184
	Iteration 9F: 3 clusters Score -3.897134e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323219 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -38975320.000000 Penalty: 6326.763184
	Iteration 10Q: 3 clusters Score -3.897532e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329129 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -38977308.000000 Penalty: 6326.763184
	Iteration 11Q: 3 clusters Score -3.897731e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332958 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -38978572.000000 Penalty: 6326.763184
	Iteration 12Q: 3 clusters Score -3.897857e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335678 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -38979388.000000 Penalty: 6326.763184
	Iteration 13Q: 3 clusters Score -3.897939e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337746 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -38980008.000000 Penalty: 6326.763184
	Iteration 14Q: 3 clusters Score -3.898001e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339372 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -38980176.000000 Penalty: 6326.763184
	Iteration 15Q: 3 clusters Score -3.898018e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340680 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -38980464.000000 Penalty: 6326.763184
	Iteration 16Q: 3 clusters Score -3.898046e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341705 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -38980760.000000 Penalty: 6326.763184
	Iteration 17Q: 3 clusters Score -3.898076e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342521 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -38981072.000000 Penalty: 6326.763184
	Iteration 18Q: 3 clusters Score -3.898107e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343192 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -38981292.000000 Penalty: 6326.763184
	Iteration 19Q: 3 clusters Score -3.898129e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343707 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -38981528.000000 Penalty: 6326.763184
	Iteration 20F: 3 clusters Score -3.898153e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344079 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -38981640.000000 Penalty: 6326.763184
	Iteration 21Q: 3 clusters Score -3.898164e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344360 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -38981656.000000 Penalty: 6326.763184
	Iteration 22Q: 3 clusters Score -3.898166e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344575 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -38981756.000000 Penalty: 6326.763184
	Iteration 23Q: 3 clusters Score -3.898176e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344759 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -38981856.000000 Penalty: 6326.763184
	Iteration 24Q: 3 clusters Score -3.898186e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344894 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -38981916.000000 Penalty: 6326.763184
	Iteration 25Q: 3 clusters Score -3.898192e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345009 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -38982036.000000 Penalty: 6326.763184
	Iteration 26Q: 3 clusters Score -3.898204e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345098 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -38982016.000000 Penalty: 6326.763184
	Iteration 27Q: 3 clusters Score -3.898202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345147 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -38982032.000000 Penalty: 6326.763184
	Iteration 28Q: 3 clusters Score -3.898203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345192 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -38982044.000000 Penalty: 6326.763184
	Iteration 29Q: 3 clusters Score -3.898204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345226 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -38982064.000000 Penalty: 6326.763184
	Iteration 30Q: 3 clusters Score -3.898206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345260 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -38982072.000000 Penalty: 6326.763184
	Iteration 31Q: 3 clusters Score -3.898207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345294 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -38982096.000000 Penalty: 6326.763184
	Iteration 32Q: 3 clusters Score -3.89821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345321 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -38982108.000000 Penalty: 6326.763184
	Iteration 33Q: 3 clusters Score -3.898211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345347 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -38982140.000000 Penalty: 6326.763184
	Iteration 34Q: 3 clusters Score -3.898214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345367 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -38982180.000000 Penalty: 6326.763184
	Iteration 35Q: 3 clusters Score -3.898218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345390 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -38982204.000000 Penalty: 6326.763184
	Iteration 36Q: 3 clusters Score -3.89822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345402 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -38982228.000000 Penalty: 6326.763184
	Iteration 37Q: 3 clusters Score -3.898223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345415 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -38982232.000000 Penalty: 6326.763184
	Iteration 38Q: 3 clusters Score -3.898223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345424 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -38982232.000000 Penalty: 6326.763184
	Iteration 39Q: 3 clusters Score -3.898223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -38982264.000000 Penalty: 6326.763184
	Iteration 40F: 3 clusters Score -3.898226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -38982280.000000 Penalty: 6326.763184
	Iteration 41Q: 3 clusters Score -3.898228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345451 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -38982272.000000 Penalty: 6326.763184
	Iteration 42Q: 3 clusters Score -3.898227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345459 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -38982252.000000 Penalty: 6326.763184
	Iteration 43Q: 3 clusters Score -3.898225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345467 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -38982272.000000 Penalty: 6326.763184
	Iteration 44Q: 3 clusters Score -3.898227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345474 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -38982288.000000 Penalty: 6326.763184
	Iteration 45Q: 3 clusters Score -3.898229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345482 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -38982292.000000 Penalty: 6326.763184
	Iteration 46Q: 3 clusters Score -3.898229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345486 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -38982284.000000 Penalty: 6326.763184
	Iteration 47Q: 3 clusters Score -3.898228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345492 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -38982288.000000 Penalty: 6326.763184
	Iteration 48Q: 3 clusters Score -3.898229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345495 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -38982280.000000 Penalty: 6326.763184
	Iteration 49Q: 3 clusters Score -3.898228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345495 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -38982280.000000 Penalty: 6326.763184
	Iteration 50F: 3 clusters Score -3.898228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Entering Unmasked Estep 
Score: -2416890.500000 Penalty: 2476.354004
	Iteration 0F: 2 clusters Score -2416890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2401671.750000 Penalty: 4952.708008
	Iteration 0F: 3 clusters Score -2401672 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2407231.500000 Penalty: 4952.708008
	Iteration 1F: 3 clusters Score -2407232 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2408023.750000 Penalty: 4952.708008
	Iteration 2F: 3 clusters Score -2408024 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2408727.500000 Penalty: 4952.708008
	Iteration 3F: 3 clusters Score -2408728 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2409550.000000 Penalty: 4952.708008
	Iteration 4F: 3 clusters Score -2409550 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2410429.000000 Penalty: 4952.708008
	Iteration 5F: 3 clusters Score -2410429 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2411314.750000 Penalty: 4952.708008
	Iteration 6F: 3 clusters Score -2411315 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2412177.500000 Penalty: 4952.708008
	Iteration 7F: 3 clusters Score -2412178 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2412964.250000 Penalty: 4952.708008
	Iteration 8Q: 3 clusters Score -2412964 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2413663.000000 Penalty: 4952.708008
	Iteration 9Q: 3 clusters Score -2413663 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2414192.750000 Penalty: 4952.708008
	Iteration 10Q: 3 clusters Score -2414193 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2414567.250000 Penalty: 4952.708008
	Iteration 11Q: 3 clusters Score -2414567 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2414787.750000 Penalty: 4952.708008
	Iteration 12Q: 3 clusters Score -2414788 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2414922.250000 Penalty: 4952.708008
	Iteration 13Q: 3 clusters Score -2414922 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2415020.000000 Penalty: 4952.708008
	Iteration 14Q: 3 clusters Score -2415020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2415083.250000 Penalty: 4952.708008
	Iteration 15Q: 3 clusters Score -2415083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2415135.500000 Penalty: 4952.708008
	Iteration 16Q: 3 clusters Score -2415136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2415182.500000 Penalty: 4952.708008
	Iteration 17Q: 3 clusters Score -2415182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2415216.750000 Penalty: 4952.708008
	Iteration 18Q: 3 clusters Score -2415217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2415233.000000 Penalty: 4952.708008
	Iteration 19Q: 3 clusters Score -2415233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2415249.500000 Penalty: 4952.708008
	Iteration 20F: 3 clusters Score -2415250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2415252.500000 Penalty: 4952.708008
	Iteration 21Q: 3 clusters Score -2415252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2415260.000000 Penalty: 4952.708008
	Iteration 22Q: 3 clusters Score -2415260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2415273.250000 Penalty: 4952.708008
	Iteration 23Q: 3 clusters Score -2415273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2415280.750000 Penalty: 4952.708008
	Iteration 24Q: 3 clusters Score -2415281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2415283.250000 Penalty: 4952.708008
	Iteration 25Q: 3 clusters Score -2415283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2415290.000000 Penalty: 4952.708008
	Iteration 26Q: 3 clusters Score -2415290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2415297.500000 Penalty: 4952.708008
	Iteration 27Q: 3 clusters Score -2415298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2415307.000000 Penalty: 4952.708008
	Iteration 28Q: 3 clusters Score -2415307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2415309.500000 Penalty: 4952.708008
	Iteration 29Q: 3 clusters Score -2415310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2415310.000000 Penalty: 4952.708008
	Iteration 30Q: 3 clusters Score -2415310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2415320.750000 Penalty: 4952.708008
	Iteration 31Q: 3 clusters Score -2415321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2415318.500000 Penalty: 4952.708008
	Iteration 32Q: 3 clusters Score -2415318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2415317.750000 Penalty: 4952.708008
	Iteration 33Q: 3 clusters Score -2415318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2415328.750000 Penalty: 4952.708008
	Iteration 34Q: 3 clusters Score -2415329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2415332.750000 Penalty: 4952.708008
	Iteration 35Q: 3 clusters Score -2415333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2415333.250000 Penalty: 4952.708008
	Iteration 36Q: 3 clusters Score -2415333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2415337.750000 Penalty: 4952.708008
	Iteration 37Q: 3 clusters Score -2415338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2415339.500000 Penalty: 4952.708008
	Iteration 38Q: 3 clusters Score -2415340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2415346.000000 Penalty: 4952.708008
	Iteration 39Q: 3 clusters Score -2415346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2415350.000000 Penalty: 4952.708008
	Iteration 40F: 3 clusters Score -2415350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2415350.000000 Penalty: 4952.708008
	Iteration 41Q: 3 clusters Score -2415350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2415350.500000 Penalty: 4952.708008
	Iteration 42Q: 3 clusters Score -2415350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2415354.250000 Penalty: 4952.708008
	Iteration 43Q: 3 clusters Score -2415354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2415352.500000 Penalty: 4952.708008
	Iteration 44Q: 3 clusters Score -2415352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2415357.750000 Penalty: 4952.708008
	Iteration 45Q: 3 clusters Score -2415358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2415362.500000 Penalty: 4952.708008
	Iteration 46Q: 3 clusters Score -2415362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2415380.750000 Penalty: 4952.708008
	Iteration 47Q: 3 clusters Score -2415381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2415386.500000 Penalty: 4952.708008
	Iteration 48Q: 3 clusters Score -2415386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2415389.750000 Penalty: 4952.708008
	Iteration 49Q: 3 clusters Score -2415390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2415401.750000 Penalty: 4952.708008
	Iteration 50Q: 3 clusters Score -2415402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2415402.250000 Penalty: 4952.708008
	Iteration 51Q: 3 clusters Score -2415402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2415409.500000 Penalty: 4952.708008
	Iteration 52Q: 3 clusters Score -2415410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2415415.000000 Penalty: 4952.708008
	Iteration 53Q: 3 clusters Score -2415415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2415423.500000 Penalty: 4952.708008
	Iteration 54Q: 3 clusters Score -2415424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2415423.500000 Penalty: 4952.708008
	Iteration 55Q: 3 clusters Score -2415424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2415427.500000 Penalty: 4952.708008
	Iteration 56Q: 3 clusters Score -2415428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2415424.750000 Penalty: 4952.708008
	Iteration 57Q: 3 clusters Score -2415425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2415427.750000 Penalty: 4952.708008
	Iteration 58Q: 3 clusters Score -2415428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2415431.250000 Penalty: 4952.708008
	Iteration 59Q: 3 clusters Score -2415431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2415436.250000 Penalty: 4952.708008
	Iteration 60F: 3 clusters Score -2415436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2415436.500000 Penalty: 4952.708008
	Iteration 61Q: 3 clusters Score -2415436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2415438.250000 Penalty: 4952.708008
	Iteration 62Q: 3 clusters Score -2415438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2415440.250000 Penalty: 4952.708008
	Iteration 63Q: 3 clusters Score -2415440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2415440.500000 Penalty: 4952.708008
	Iteration 64Q: 3 clusters Score -2415440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2415444.500000 Penalty: 4952.708008
	Iteration 65Q: 3 clusters Score -2415444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2415447.000000 Penalty: 4952.708008
	Iteration 66Q: 3 clusters Score -2415447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2415454.250000 Penalty: 4952.708008
	Iteration 67Q: 3 clusters Score -2415454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2415453.500000 Penalty: 4952.708008
	Iteration 68Q: 3 clusters Score -2415454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2415457.000000 Penalty: 4952.708008
	Iteration 69Q: 3 clusters Score -2415457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2415454.000000 Penalty: 4952.708008
	Iteration 70Q: 3 clusters Score -2415454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2415456.500000 Penalty: 4952.708008
	Iteration 71Q: 3 clusters Score -2415456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2415459.000000 Penalty: 4952.708008
	Iteration 72Q: 3 clusters Score -2415459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2415462.500000 Penalty: 4952.708008
	Iteration 73Q: 3 clusters Score -2415462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2415460.500000 Penalty: 4952.708008
	Iteration 74Q: 3 clusters Score -2415460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2415465.750000 Penalty: 4952.708008
	Iteration 75Q: 3 clusters Score -2415466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2415466.000000 Penalty: 4952.708008
	Iteration 76Q: 3 clusters Score -2415466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2415464.000000 Penalty: 4952.708008
	Iteration 77Q: 3 clusters Score -2415464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2415467.500000 Penalty: 4952.708008
	Iteration 78Q: 3 clusters Score -2415468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2415464.000000 Penalty: 4952.708008
	Iteration 79Q: 3 clusters Score -2415464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2415465.750000 Penalty: 4952.708008
	Iteration 80F: 3 clusters Score -2415466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2415467.000000 Penalty: 4952.708008
	Iteration 81Q: 3 clusters Score -2415467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2415472.250000 Penalty: 4952.708008
	Iteration 82Q: 3 clusters Score -2415472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2415472.000000 Penalty: 4952.708008
	Iteration 83Q: 3 clusters Score -2415472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2415471.500000 Penalty: 4952.708008
	Iteration 84Q: 3 clusters Score -2415472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2415471.000000 Penalty: 4952.708008
	Iteration 85Q: 3 clusters Score -2415471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2415473.500000 Penalty: 4952.708008
	Iteration 86Q: 3 clusters Score -2415474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2415476.500000 Penalty: 4952.708008
	Iteration 87Q: 3 clusters Score -2415476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2415481.250000 Penalty: 4952.708008
	Iteration 88Q: 3 clusters Score -2415481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2415484.000000 Penalty: 4952.708008
	Iteration 89Q: 3 clusters Score -2415484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2415487.250000 Penalty: 4952.708008
	Iteration 90Q: 3 clusters Score -2415487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2415488.000000 Penalty: 4952.708008
	Iteration 91Q: 3 clusters Score -2415488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2415490.750000 Penalty: 4952.708008
	Iteration 92Q: 3 clusters Score -2415491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2415493.500000 Penalty: 4952.708008
	Iteration 93Q: 3 clusters Score -2415494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2415498.250000 Penalty: 4952.708008
	Iteration 94Q: 3 clusters Score -2415498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2415492.500000 Penalty: 4952.708008
	Iteration 95Q: 3 clusters Score -2415492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2415497.500000 Penalty: 4952.708008
	Iteration 96Q: 3 clusters Score -2415498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2415498.750000 Penalty: 4952.708008
	Iteration 97Q: 3 clusters Score -2415499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2415499.750000 Penalty: 4952.708008
	Iteration 98Q: 3 clusters Score -2415500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2415498.250000 Penalty: 4952.708008
	Iteration 99Q: 3 clusters Score -2415498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2415500.000000 Penalty: 4952.708008
	Iteration 100F: 3 clusters Score -2415500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2415502.000000 Penalty: 4952.708008
	Iteration 101Q: 3 clusters Score -2415502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2415500.750000 Penalty: 4952.708008
	Iteration 102Q: 3 clusters Score -2415501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2415500.750000 Penalty: 4952.708008
	Iteration 103F: 3 clusters Score -2415501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Entering Unmasked Estep 
Score: -3413266.500000 Penalty: 2561.012207
	Iteration 0F: 2 clusters Score -3413266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3392423.750000 Penalty: 5122.024414
	Iteration 0F: 3 clusters Score -3392424 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3400033.000000 Penalty: 5122.024414
	Iteration 1F: 3 clusters Score -3400033 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3400585.000000 Penalty: 5122.024414
	Iteration 2F: 3 clusters Score -3400585 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3401295.000000 Penalty: 5122.024414
	Iteration 3Q: 3 clusters Score -3401295 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3402313.250000 Penalty: 5122.024414
	Iteration 4F: 3 clusters Score -3402313 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3403684.000000 Penalty: 5122.024414
	Iteration 5F: 3 clusters Score -3403684 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -3405285.750000 Penalty: 5122.024414
	Iteration 6F: 3 clusters Score -3405286 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3406978.500000 Penalty: 5122.024414
	Iteration 7F: 3 clusters Score -3406978 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3408427.500000 Penalty: 5122.024414
	Iteration 8F: 3 clusters Score -3408428 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3409463.250000 Penalty: 5122.024414
	Iteration 9Q: 3 clusters Score -3409463 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3410152.000000 Penalty: 5122.024414
	Iteration 10Q: 3 clusters Score -3410152 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3410619.500000 Penalty: 5122.024414
	Iteration 11Q: 3 clusters Score -3410620 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3410903.250000 Penalty: 5122.024414
	Iteration 12Q: 3 clusters Score -3410903 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3411080.750000 Penalty: 5122.024414
	Iteration 13Q: 3 clusters Score -3411081 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3411214.000000 Penalty: 5122.024414
	Iteration 14Q: 3 clusters Score -3411214 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3411340.000000 Penalty: 5122.024414
	Iteration 15Q: 3 clusters Score -3411340 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3411478.750000 Penalty: 5122.024414
	Iteration 16Q: 3 clusters Score -3411479 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3411610.500000 Penalty: 5122.024414
	Iteration 17Q: 3 clusters Score -3411610 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3411733.500000 Penalty: 5122.024414
	Iteration 18Q: 3 clusters Score -3411734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3411861.500000 Penalty: 5122.024414
	Iteration 19Q: 3 clusters Score -3411862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3411951.000000 Penalty: 5122.024414
	Iteration 20F: 3 clusters Score -3411951 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3411983.250000 Penalty: 5122.024414
	Iteration 21Q: 3 clusters Score -3411983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3412014.750000 Penalty: 5122.024414
	Iteration 22Q: 3 clusters Score -3412015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3412026.750000 Penalty: 5122.024414
	Iteration 23Q: 3 clusters Score -3412027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3412029.250000 Penalty: 5122.024414
	Iteration 24Q: 3 clusters Score -3412029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3412035.750000 Penalty: 5122.024414
	Iteration 25Q: 3 clusters Score -3412036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3412036.000000 Penalty: 5122.024414
	Iteration 26Q: 3 clusters Score -3412036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3412035.750000 Penalty: 5122.024414
	Iteration 27Q: 3 clusters Score -3412036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3412033.500000 Penalty: 5122.024414
	Iteration 28Q: 3 clusters Score -3412034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3412038.250000 Penalty: 5122.024414
	Iteration 29Q: 3 clusters Score -3412038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3412037.250000 Penalty: 5122.024414
	Iteration 30Q: 3 clusters Score -3412037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3412036.500000 Penalty: 5122.024414
	Iteration 31Q: 3 clusters Score -3412036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3412036.500000 Penalty: 5122.024414
	Iteration 32F: 3 clusters Score -3412036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -315349.843750 Penalty: 2001.197021
	Iteration 0F: 2 clusters Score -315349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -311979.125000 Penalty: 4002.394043
	Iteration 0F: 3 clusters Score -311979.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -312787.531250 Penalty: 4002.394043
	Iteration 1F: 3 clusters Score -312787.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -313066.218750 Penalty: 4002.394043
	Iteration 2F: 3 clusters Score -313066.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -313273.718750 Penalty: 4002.394043
	Iteration 3F: 3 clusters Score -313273.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -313466.500000 Penalty: 4002.394043
	Iteration 4F: 3 clusters Score -313466.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -313607.718750 Penalty: 4002.394043
	Iteration 5Q: 3 clusters Score -313607.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -313708.812500 Penalty: 4002.394043
	Iteration 6Q: 3 clusters Score -313708.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -313793.937500 Penalty: 4002.394043
	Iteration 7Q: 3 clusters Score -313793.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -313856.375000 Penalty: 4002.394043
	Iteration 8Q: 3 clusters Score -313856.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -313910.812500 Penalty: 4002.394043
	Iteration 9Q: 3 clusters Score -313910.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313934.531250 Penalty: 4002.394043
	Iteration 10Q: 3 clusters Score -313934.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -313951.312500 Penalty: 4002.394043
	Iteration 11Q: 3 clusters Score -313951.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -313969.125000 Penalty: 4002.394043
	Iteration 12Q: 3 clusters Score -313969.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -313980.406250 Penalty: 4002.394043
	Iteration 13Q: 3 clusters Score -313980.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -313990.281250 Penalty: 4002.394043
	Iteration 14Q: 3 clusters Score -313990.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -314003.375000 Penalty: 4002.394043
	Iteration 15Q: 3 clusters Score -314003.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -314013.687500 Penalty: 4002.394043
	Iteration 16Q: 3 clusters Score -314013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -314023.875000 Penalty: 4002.394043
	Iteration 17Q: 3 clusters Score -314023.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -314029.062500 Penalty: 4002.394043
	Iteration 18Q: 3 clusters Score -314029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -314035.468750 Penalty: 4002.394043
	Iteration 19Q: 3 clusters Score -314035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -314040.562500 Penalty: 4002.394043
	Iteration 20F: 3 clusters Score -314040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -314046.375000 Penalty: 4002.394043
	Iteration 21Q: 3 clusters Score -314046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -314049.718750 Penalty: 4002.394043
	Iteration 22Q: 3 clusters Score -314049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -314052.906250 Penalty: 4002.394043
	Iteration 23Q: 3 clusters Score -314052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -314054.593750 Penalty: 4002.394043
	Iteration 24Q: 3 clusters Score -314054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -314056.343750 Penalty: 4002.394043
	Iteration 25Q: 3 clusters Score -314056.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314059.812500 Penalty: 4002.394043
	Iteration 26Q: 3 clusters Score -314059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314062.812500 Penalty: 4002.394043
	Iteration 27Q: 3 clusters Score -314062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314063.593750 Penalty: 4002.394043
	Iteration 28Q: 3 clusters Score -314063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314066.031250 Penalty: 4002.394043
	Iteration 29Q: 3 clusters Score -314066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314067.125000 Penalty: 4002.394043
	Iteration 30Q: 3 clusters Score -314067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314067.343750 Penalty: 4002.394043
	Iteration 31Q: 3 clusters Score -314067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -314067.500000 Penalty: 4002.394043
	Iteration 32Q: 3 clusters Score -314067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -314068.031250 Penalty: 4002.394043
	Iteration 33Q: 3 clusters Score -314068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -314068.031250 Penalty: 4002.394043
	Iteration 34F: 3 clusters Score -314068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -336902.000000 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -336902 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 1577 members 
Entering Unmasked Estep 
Score: -333590.531250 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -333590.5 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -334277.437500 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -334277.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -334439.312500 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -334439.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -334525.781250 Penalty: 3985.176758
	Iteration 3Q: 3 clusters Score -334525.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -334590.718750 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -334590.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -334655.937500 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -334655.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -334725.000000 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -334725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -334796.312500 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -334796.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -334901.906250 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -334901.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -335046.406250 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -335046.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -335259.750000 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -335259.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -335473.031250 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -335473 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -335743.125000 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -335743.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -335924.687500 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -335924.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -336020.093750 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -336020.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -336065.406250 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -336065.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -336086.875000 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -336086.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -336101.187500 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -336101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -336111.500000 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -336111.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -336119.250000 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -336119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -336129.593750 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -336129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -336137.093750 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -336137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -336140.750000 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -336140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336145.718750 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -336145.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -336152.218750 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -336152.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -336158.062500 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -336158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -336160.031250 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -336160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -336160.031250 Penalty: 3985.176758
	Iteration 27F: 3 clusters Score -336160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -124558.484375 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -124558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122577.382812 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -122577.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -122970.414062 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -122970.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123075.382812 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -123075.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123132.015625 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -123132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123211.718750 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -123211.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -123277.031250 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -123277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123317.867188 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -123317.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -123345.851562 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -123345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -123371.992188 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -123372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -123385.476562 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -123385.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123390.429688 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -123390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123390.429688 Penalty: 3486.427490
	Iteration 11F: 3 clusters Score -123390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -2233848.250000 Penalty: 2448.011963
	Iteration 0F: 2 clusters Score -2233848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2220118.500000 Penalty: 4896.023926
	Iteration 0F: 3 clusters Score -2220118 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2224561.000000 Penalty: 4896.023926
	Iteration 1F: 3 clusters Score -2224561 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2224927.000000 Penalty: 4896.023926
	Iteration 2F: 3 clusters Score -2224927 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2225239.750000 Penalty: 4896.023926
	Iteration 3Q: 3 clusters Score -2225240 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2225503.000000 Penalty: 4896.023926
	Iteration 4Q: 3 clusters Score -2225503 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2225760.750000 Penalty: 4896.023926
	Iteration 5Q: 3 clusters Score -2225761 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2225979.750000 Penalty: 4896.023926
	Iteration 6Q: 3 clusters Score -2225980 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2226218.500000 Penalty: 4896.023926
	Iteration 7Q: 3 clusters Score -2226218 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2226420.000000 Penalty: 4896.023926
	Iteration 8Q: 3 clusters Score -2226420 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2226633.500000 Penalty: 4896.023926
	Iteration 9Q: 3 clusters Score -2226634 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2226882.250000 Penalty: 4896.023926
	Iteration 10Q: 3 clusters Score -2226882 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2227184.250000 Penalty: 4896.023926
	Iteration 11Q: 3 clusters Score -2227184 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2227576.500000 Penalty: 4896.023926
	Iteration 12Q: 3 clusters Score -2227576 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2227996.250000 Penalty: 4896.023926
	Iteration 13Q: 3 clusters Score -2227996 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2228420.750000 Penalty: 4896.023926
	Iteration 14Q: 3 clusters Score -2228421 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2228792.500000 Penalty: 4896.023926
	Iteration 15Q: 3 clusters Score -2228792 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2229079.000000 Penalty: 4896.023926
	Iteration 16Q: 3 clusters Score -2229079 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2229303.000000 Penalty: 4896.023926
	Iteration 17Q: 3 clusters Score -2229303 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2229481.750000 Penalty: 4896.023926
	Iteration 18Q: 3 clusters Score -2229482 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2229613.250000 Penalty: 4896.023926
	Iteration 19Q: 3 clusters Score -2229613 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2229714.250000 Penalty: 4896.023926
	Iteration 20F: 3 clusters Score -2229714 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2229805.500000 Penalty: 4896.023926
	Iteration 21Q: 3 clusters Score -2229806 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2229903.000000 Penalty: 4896.023926
	Iteration 22Q: 3 clusters Score -2229903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2229984.750000 Penalty: 4896.023926
	Iteration 23Q: 3 clusters Score -2229985 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2230067.750000 Penalty: 4896.023926
	Iteration 24Q: 3 clusters Score -2230068 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2230151.000000 Penalty: 4896.023926
	Iteration 25Q: 3 clusters Score -2230151 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2230219.250000 Penalty: 4896.023926
	Iteration 26Q: 3 clusters Score -2230219 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2230299.250000 Penalty: 4896.023926
	Iteration 27Q: 3 clusters Score -2230299 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2230379.750000 Penalty: 4896.023926
	Iteration 28Q: 3 clusters Score -2230380 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2230472.250000 Penalty: 4896.023926
	Iteration 29Q: 3 clusters Score -2230472 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2230560.250000 Penalty: 4896.023926
	Iteration 30Q: 3 clusters Score -2230560 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2230670.250000 Penalty: 4896.023926
	Iteration 31Q: 3 clusters Score -2230670 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2230765.000000 Penalty: 4896.023926
	Iteration 32Q: 3 clusters Score -2230765 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2230851.000000 Penalty: 4896.023926
	Iteration 33Q: 3 clusters Score -2230851 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2230940.250000 Penalty: 4896.023926
	Iteration 34Q: 3 clusters Score -2230940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2231023.000000 Penalty: 4896.023926
	Iteration 35Q: 3 clusters Score -2231023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2231089.250000 Penalty: 4896.023926
	Iteration 36Q: 3 clusters Score -2231089 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2231128.750000 Penalty: 4896.023926
	Iteration 37Q: 3 clusters Score -2231129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2231173.500000 Penalty: 4896.023926
	Iteration 38Q: 3 clusters Score -2231174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2231228.000000 Penalty: 4896.023926
	Iteration 39Q: 3 clusters Score -2231228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2231278.000000 Penalty: 4896.023926
	Iteration 40F: 3 clusters Score -2231278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2231313.000000 Penalty: 4896.023926
	Iteration 41Q: 3 clusters Score -2231313 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2231354.000000 Penalty: 4896.023926
	Iteration 42Q: 3 clusters Score -2231354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2231390.000000 Penalty: 4896.023926
	Iteration 43Q: 3 clusters Score -2231390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2231423.000000 Penalty: 4896.023926
	Iteration 44Q: 3 clusters Score -2231423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2231456.500000 Penalty: 4896.023926
	Iteration 45Q: 3 clusters Score -2231456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2231480.000000 Penalty: 4896.023926
	Iteration 46Q: 3 clusters Score -2231480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2231514.750000 Penalty: 4896.023926
	Iteration 47Q: 3 clusters Score -2231515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2231537.500000 Penalty: 4896.023926
	Iteration 48Q: 3 clusters Score -2231538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2231559.750000 Penalty: 4896.023926
	Iteration 49Q: 3 clusters Score -2231560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2231572.750000 Penalty: 4896.023926
	Iteration 50Q: 3 clusters Score -2231573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2231591.750000 Penalty: 4896.023926
	Iteration 51Q: 3 clusters Score -2231592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2231603.750000 Penalty: 4896.023926
	Iteration 52Q: 3 clusters Score -2231604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2231622.750000 Penalty: 4896.023926
	Iteration 53Q: 3 clusters Score -2231623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2231647.000000 Penalty: 4896.023926
	Iteration 54Q: 3 clusters Score -2231647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2231661.000000 Penalty: 4896.023926
	Iteration 55Q: 3 clusters Score -2231661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2231674.000000 Penalty: 4896.023926
	Iteration 56Q: 3 clusters Score -2231674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2231688.000000 Penalty: 4896.023926
	Iteration 57Q: 3 clusters Score -2231688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2231699.250000 Penalty: 4896.023926
	Iteration 58Q: 3 clusters Score -2231699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2231706.750000 Penalty: 4896.023926
	Iteration 59Q: 3 clusters Score -2231707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2231709.000000 Penalty: 4896.023926
	Iteration 60F: 3 clusters Score -2231709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2231717.250000 Penalty: 4896.023926
	Iteration 61Q: 3 clusters Score -2231717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2231717.000000 Penalty: 4896.023926
	Iteration 62Q: 3 clusters Score -2231717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2231719.500000 Penalty: 4896.023926
	Iteration 63Q: 3 clusters Score -2231720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2231729.500000 Penalty: 4896.023926
	Iteration 64Q: 3 clusters Score -2231730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2231732.250000 Penalty: 4896.023926
	Iteration 65Q: 3 clusters Score -2231732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2231738.750000 Penalty: 4896.023926
	Iteration 66Q: 3 clusters Score -2231739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2231740.750000 Penalty: 4896.023926
	Iteration 67Q: 3 clusters Score -2231741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2231737.750000 Penalty: 4896.023926
	Iteration 68Q: 3 clusters Score -2231738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2231742.750000 Penalty: 4896.023926
	Iteration 69Q: 3 clusters Score -2231743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2231746.250000 Penalty: 4896.023926
	Iteration 70Q: 3 clusters Score -2231746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2231746.500000 Penalty: 4896.023926
	Iteration 71Q: 3 clusters Score -2231746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2231752.000000 Penalty: 4896.023926
	Iteration 72Q: 3 clusters Score -2231752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2231754.750000 Penalty: 4896.023926
	Iteration 73Q: 3 clusters Score -2231755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2231759.500000 Penalty: 4896.023926
	Iteration 74Q: 3 clusters Score -2231760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2231758.500000 Penalty: 4896.023926
	Iteration 75Q: 3 clusters Score -2231758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2231756.750000 Penalty: 4896.023926
	Iteration 76Q: 3 clusters Score -2231757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2231759.250000 Penalty: 4896.023926
	Iteration 77Q: 3 clusters Score -2231759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2231762.000000 Penalty: 4896.023926
	Iteration 78Q: 3 clusters Score -2231762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2231764.000000 Penalty: 4896.023926
	Iteration 79Q: 3 clusters Score -2231764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2231765.250000 Penalty: 4896.023926
	Iteration 80F: 3 clusters Score -2231765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2231764.000000 Penalty: 4896.023926
	Iteration 81Q: 3 clusters Score -2231764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2231767.000000 Penalty: 4896.023926
	Iteration 82Q: 3 clusters Score -2231767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2231768.750000 Penalty: 4896.023926
	Iteration 83Q: 3 clusters Score -2231769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2231767.750000 Penalty: 4896.023926
	Iteration 84Q: 3 clusters Score -2231768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2231767.750000 Penalty: 4896.023926
	Iteration 85F: 3 clusters Score -2231768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -212017.953125 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -212018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209407.859375 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -209407.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209832.484375 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -209832.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -209950.531250 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -209950.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210021.718750 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -210021.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210063.953125 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -210064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210092.593750 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -210092.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210115.968750 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -210116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -210131.156250 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -210131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210139.484375 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -210139.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -210152.125000 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -210152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210158.562500 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -210158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -210166.171875 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -210166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210172.875000 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -210172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210174.000000 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -210174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -210176.031250 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -210176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -210176.031250 Penalty: 3737.771973
	Iteration 15F: 3 clusters Score -210176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Entering Unmasked Estep 
Score: -1398353.125000 Penalty: 2355.800781
	Iteration 0F: 2 clusters Score -1398353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1388517.125000 Penalty: 4711.601562
	Iteration 0F: 3 clusters Score -1388517 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1391659.500000 Penalty: 4711.601562
	Iteration 1F: 3 clusters Score -1391660 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1392138.375000 Penalty: 4711.601562
	Iteration 2F: 3 clusters Score -1392138 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1392525.375000 Penalty: 4711.601562
	Iteration 3F: 3 clusters Score -1392525 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1392861.500000 Penalty: 4711.601562
	Iteration 4F: 3 clusters Score -1392862 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1393216.000000 Penalty: 4711.601562
	Iteration 5Q: 3 clusters Score -1393216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1393552.625000 Penalty: 4711.601562
	Iteration 6Q: 3 clusters Score -1393553 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1393914.500000 Penalty: 4711.601562
	Iteration 7Q: 3 clusters Score -1393914 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1394278.000000 Penalty: 4711.601562
	Iteration 8Q: 3 clusters Score -1394278 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1394661.125000 Penalty: 4711.601562
	Iteration 9Q: 3 clusters Score -1394661 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1395069.875000 Penalty: 4711.601562
	Iteration 10Q: 3 clusters Score -1395070 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1395452.875000 Penalty: 4711.601562
	Iteration 11Q: 3 clusters Score -1395453 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1395781.875000 Penalty: 4711.601562
	Iteration 12Q: 3 clusters Score -1395782 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1396062.125000 Penalty: 4711.601562
	Iteration 13Q: 3 clusters Score -1396062 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1396278.625000 Penalty: 4711.601562
	Iteration 14Q: 3 clusters Score -1396279 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1396450.625000 Penalty: 4711.601562
	Iteration 15Q: 3 clusters Score -1396451 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1396578.125000 Penalty: 4711.601562
	Iteration 16Q: 3 clusters Score -1396578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1396664.500000 Penalty: 4711.601562
	Iteration 17Q: 3 clusters Score -1396664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1396729.250000 Penalty: 4711.601562
	Iteration 18Q: 3 clusters Score -1396729 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1396781.000000 Penalty: 4711.601562
	Iteration 19Q: 3 clusters Score -1396781 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1396831.875000 Penalty: 4711.601562
	Iteration 20F: 3 clusters Score -1396832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1396865.250000 Penalty: 4711.601562
	Iteration 21Q: 3 clusters Score -1396865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1396891.750000 Penalty: 4711.601562
	Iteration 22Q: 3 clusters Score -1396892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1396908.250000 Penalty: 4711.601562
	Iteration 23Q: 3 clusters Score -1396908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1396930.750000 Penalty: 4711.601562
	Iteration 24Q: 3 clusters Score -1396931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1396947.125000 Penalty: 4711.601562
	Iteration 25Q: 3 clusters Score -1396947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1396962.750000 Penalty: 4711.601562
	Iteration 26Q: 3 clusters Score -1396963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1396980.250000 Penalty: 4711.601562
	Iteration 27Q: 3 clusters Score -1396980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1396998.875000 Penalty: 4711.601562
	Iteration 28Q: 3 clusters Score -1396999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1397007.750000 Penalty: 4711.601562
	Iteration 29Q: 3 clusters Score -1397008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1397012.375000 Penalty: 4711.601562
	Iteration 30Q: 3 clusters Score -1397012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1397011.750000 Penalty: 4711.601562
	Iteration 31Q: 3 clusters Score -1397012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1397012.625000 Penalty: 4711.601562
	Iteration 32Q: 3 clusters Score -1397013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1397012.875000 Penalty: 4711.601562
	Iteration 33Q: 3 clusters Score -1397013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1397016.875000 Penalty: 4711.601562
	Iteration 34Q: 3 clusters Score -1397017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1397019.000000 Penalty: 4711.601562
	Iteration 35Q: 3 clusters Score -1397019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1397024.500000 Penalty: 4711.601562
	Iteration 36Q: 3 clusters Score -1397024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1397025.000000 Penalty: 4711.601562
	Iteration 37Q: 3 clusters Score -1397025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1397026.375000 Penalty: 4711.601562
	Iteration 38Q: 3 clusters Score -1397026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1397027.000000 Penalty: 4711.601562
	Iteration 39Q: 3 clusters Score -1397027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1397029.250000 Penalty: 4711.601562
	Iteration 40F: 3 clusters Score -1397029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1397031.750000 Penalty: 4711.601562
	Iteration 41Q: 3 clusters Score -1397032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1397029.500000 Penalty: 4711.601562
	Iteration 42Q: 3 clusters Score -1397030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1397030.500000 Penalty: 4711.601562
	Iteration 43Q: 3 clusters Score -1397030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1397032.375000 Penalty: 4711.601562
	Iteration 44Q: 3 clusters Score -1397032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1397034.875000 Penalty: 4711.601562
	Iteration 45Q: 3 clusters Score -1397035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1397036.375000 Penalty: 4711.601562
	Iteration 46Q: 3 clusters Score -1397036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1397038.375000 Penalty: 4711.601562
	Iteration 47Q: 3 clusters Score -1397038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1397038.375000 Penalty: 4711.601562
	Iteration 48F: 3 clusters Score -1397038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Entering Unmasked Estep 
Score: -986940.375000 Penalty: 2244.500732
	Iteration 0F: 2 clusters Score -986940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -980165.500000 Penalty: 4489.001465
	Iteration 0F: 3 clusters Score -980165.5 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -982059.250000 Penalty: 4489.001465
	Iteration 1F: 3 clusters Score -982059.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -982312.312500 Penalty: 4489.001465
	Iteration 2F: 3 clusters Score -982312.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -982475.000000 Penalty: 4489.001465
	Iteration 3Q: 3 clusters Score -982475 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -982593.312500 Penalty: 4489.001465
	Iteration 4Q: 3 clusters Score -982593.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -982690.687500 Penalty: 4489.001465
	Iteration 5Q: 3 clusters Score -982690.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -982770.312500 Penalty: 4489.001465
	Iteration 6Q: 3 clusters Score -982770.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -982841.750000 Penalty: 4489.001465
	Iteration 7Q: 3 clusters Score -982841.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -982904.562500 Penalty: 4489.001465
	Iteration 8Q: 3 clusters Score -982904.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -982963.500000 Penalty: 4489.001465
	Iteration 9Q: 3 clusters Score -982963.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -983021.000000 Penalty: 4489.001465
	Iteration 10Q: 3 clusters Score -983021 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -983108.312500 Penalty: 4489.001465
	Iteration 11Q: 3 clusters Score -983108.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -983207.687500 Penalty: 4489.001465
	Iteration 12Q: 3 clusters Score -983207.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -983311.187500 Penalty: 4489.001465
	Iteration 13Q: 3 clusters Score -983311.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -983423.500000 Penalty: 4489.001465
	Iteration 14Q: 3 clusters Score -983423.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -983567.625000 Penalty: 4489.001465
	Iteration 15Q: 3 clusters Score -983567.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -983723.250000 Penalty: 4489.001465
	Iteration 16Q: 3 clusters Score -983723.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -983895.000000 Penalty: 4489.001465
	Iteration 17Q: 3 clusters Score -983895 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -984072.250000 Penalty: 4489.001465
	Iteration 18Q: 3 clusters Score -984072.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -984219.437500 Penalty: 4489.001465
	Iteration 19Q: 3 clusters Score -984219.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -984363.312500 Penalty: 4489.001465
	Iteration 20F: 3 clusters Score -984363.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -984491.062500 Penalty: 4489.001465
	Iteration 21Q: 3 clusters Score -984491.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -984602.125000 Penalty: 4489.001465
	Iteration 22Q: 3 clusters Score -984602.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -984679.062500 Penalty: 4489.001465
	Iteration 23Q: 3 clusters Score -984679.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -984737.687500 Penalty: 4489.001465
	Iteration 24Q: 3 clusters Score -984737.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -984797.500000 Penalty: 4489.001465
	Iteration 25Q: 3 clusters Score -984797.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -984854.000000 Penalty: 4489.001465
	Iteration 26Q: 3 clusters Score -984854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -984895.187500 Penalty: 4489.001465
	Iteration 27Q: 3 clusters Score -984895.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -984923.625000 Penalty: 4489.001465
	Iteration 28Q: 3 clusters Score -984923.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -984944.687500 Penalty: 4489.001465
	Iteration 29Q: 3 clusters Score -984944.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -984955.687500 Penalty: 4489.001465
	Iteration 30Q: 3 clusters Score -984955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -984965.750000 Penalty: 4489.001465
	Iteration 31Q: 3 clusters Score -984965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -984967.750000 Penalty: 4489.001465
	Iteration 32Q: 3 clusters Score -984967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -984969.875000 Penalty: 4489.001465
	Iteration 33Q: 3 clusters Score -984969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -984970.812500 Penalty: 4489.001465
	Iteration 34Q: 3 clusters Score -984970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -984970.812500 Penalty: 4489.001465
	Iteration 35F: 3 clusters Score -984970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -603785.812500 Penalty: 2135.313965
	Iteration 0F: 2 clusters Score -603785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -599020.750000 Penalty: 4270.627930
	Iteration 0F: 3 clusters Score -599020.8 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -600166.812500 Penalty: 4270.627930
	Iteration 1F: 3 clusters Score -600166.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -600375.500000 Penalty: 4270.627930
	Iteration 2F: 3 clusters Score -600375.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -600497.375000 Penalty: 4270.627930
	Iteration 3Q: 3 clusters Score -600497.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -600581.375000 Penalty: 4270.627930
	Iteration 4Q: 3 clusters Score -600581.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -600658.437500 Penalty: 4270.627930
	Iteration 5Q: 3 clusters Score -600658.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -600713.875000 Penalty: 4270.627930
	Iteration 6Q: 3 clusters Score -600713.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -600760.625000 Penalty: 4270.627930
	Iteration 7Q: 3 clusters Score -600760.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -600803.875000 Penalty: 4270.627930
	Iteration 8Q: 3 clusters Score -600803.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -600853.187500 Penalty: 4270.627930
	Iteration 9Q: 3 clusters Score -600853.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -600895.375000 Penalty: 4270.627930
	Iteration 10Q: 3 clusters Score -600895.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -600927.875000 Penalty: 4270.627930
	Iteration 11Q: 3 clusters Score -600927.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -600972.437500 Penalty: 4270.627930
	Iteration 12Q: 3 clusters Score -600972.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -601017.750000 Penalty: 4270.627930
	Iteration 13Q: 3 clusters Score -601017.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -601072.625000 Penalty: 4270.627930
	Iteration 14Q: 3 clusters Score -601072.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -601131.937500 Penalty: 4270.627930
	Iteration 15Q: 3 clusters Score -601131.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -601185.125000 Penalty: 4270.627930
	Iteration 16Q: 3 clusters Score -601185.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -601234.500000 Penalty: 4270.627930
	Iteration 17Q: 3 clusters Score -601234.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -601267.187500 Penalty: 4270.627930
	Iteration 18Q: 3 clusters Score -601267.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -601297.250000 Penalty: 4270.627930
	Iteration 19Q: 3 clusters Score -601297.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -601330.875000 Penalty: 4270.627930
	Iteration 20F: 3 clusters Score -601330.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -601356.875000 Penalty: 4270.627930
	Iteration 21Q: 3 clusters Score -601356.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -601379.625000 Penalty: 4270.627930
	Iteration 22Q: 3 clusters Score -601379.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -601412.937500 Penalty: 4270.627930
	Iteration 23Q: 3 clusters Score -601412.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -601437.375000 Penalty: 4270.627930
	Iteration 24Q: 3 clusters Score -601437.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -601462.562500 Penalty: 4270.627930
	Iteration 25Q: 3 clusters Score -601462.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -601486.312500 Penalty: 4270.627930
	Iteration 26Q: 3 clusters Score -601486.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -601504.500000 Penalty: 4270.627930
	Iteration 27Q: 3 clusters Score -601504.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -601526.437500 Penalty: 4270.627930
	Iteration 28Q: 3 clusters Score -601526.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -601547.125000 Penalty: 4270.627930
	Iteration 29Q: 3 clusters Score -601547.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -601566.375000 Penalty: 4270.627930
	Iteration 30Q: 3 clusters Score -601566.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -601581.625000 Penalty: 4270.627930
	Iteration 31Q: 3 clusters Score -601581.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -601594.250000 Penalty: 4270.627930
	Iteration 32Q: 3 clusters Score -601594.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -601601.312500 Penalty: 4270.627930
	Iteration 33Q: 3 clusters Score -601601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -601607.687500 Penalty: 4270.627930
	Iteration 34Q: 3 clusters Score -601607.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -601613.187500 Penalty: 4270.627930
	Iteration 35Q: 3 clusters Score -601613.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -601617.562500 Penalty: 4270.627930
	Iteration 36Q: 3 clusters Score -601617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -601622.875000 Penalty: 4270.627930
	Iteration 37Q: 3 clusters Score -601622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -601624.937500 Penalty: 4270.627930
	Iteration 38Q: 3 clusters Score -601624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -601626.437500 Penalty: 4270.627930
	Iteration 39Q: 3 clusters Score -601626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -601630.062500 Penalty: 4270.627930
	Iteration 40F: 3 clusters Score -601630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -601630.250000 Penalty: 4270.627930
	Iteration 41Q: 3 clusters Score -601630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -601631.062500 Penalty: 4270.627930
	Iteration 42Q: 3 clusters Score -601631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -601633.000000 Penalty: 4270.627930
	Iteration 43Q: 3 clusters Score -601633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -601636.375000 Penalty: 4270.627930
	Iteration 44Q: 3 clusters Score -601636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -601638.562500 Penalty: 4270.627930
	Iteration 45Q: 3 clusters Score -601638.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -601641.312500 Penalty: 4270.627930
	Iteration 46Q: 3 clusters Score -601641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -601643.250000 Penalty: 4270.627930
	Iteration 47Q: 3 clusters Score -601643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -601645.750000 Penalty: 4270.627930
	Iteration 48Q: 3 clusters Score -601645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -601649.125000 Penalty: 4270.627930
	Iteration 49Q: 3 clusters Score -601649.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -601652.625000 Penalty: 4270.627930
	Iteration 50Q: 3 clusters Score -601652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -601653.812500 Penalty: 4270.627930
	Iteration 51Q: 3 clusters Score -601653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -601656.625000 Penalty: 4270.627930
	Iteration 52Q: 3 clusters Score -601656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -601661.375000 Penalty: 4270.627930
	Iteration 53Q: 3 clusters Score -601661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -601663.437500 Penalty: 4270.627930
	Iteration 54Q: 3 clusters Score -601663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -601664.500000 Penalty: 4270.627930
	Iteration 55Q: 3 clusters Score -601664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -601667.812500 Penalty: 4270.627930
	Iteration 56Q: 3 clusters Score -601667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -601669.687500 Penalty: 4270.627930
	Iteration 57Q: 3 clusters Score -601669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -601672.625000 Penalty: 4270.627930
	Iteration 58Q: 3 clusters Score -601672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -601677.062500 Penalty: 4270.627930
	Iteration 59Q: 3 clusters Score -601677.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -601680.875000 Penalty: 4270.627930
	Iteration 60F: 3 clusters Score -601680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -601685.375000 Penalty: 4270.627930
	Iteration 61Q: 3 clusters Score -601685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -601688.750000 Penalty: 4270.627930
	Iteration 62Q: 3 clusters Score -601688.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -601694.125000 Penalty: 4270.627930
	Iteration 63Q: 3 clusters Score -601694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -601698.875000 Penalty: 4270.627930
	Iteration 64Q: 3 clusters Score -601698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -601703.187500 Penalty: 4270.627930
	Iteration 65Q: 3 clusters Score -601703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -601706.375000 Penalty: 4270.627930
	Iteration 66Q: 3 clusters Score -601706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -601708.687500 Penalty: 4270.627930
	Iteration 67Q: 3 clusters Score -601708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -601710.562500 Penalty: 4270.627930
	Iteration 68Q: 3 clusters Score -601710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -601712.062500 Penalty: 4270.627930
	Iteration 69Q: 3 clusters Score -601712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -601713.937500 Penalty: 4270.627930
	Iteration 70Q: 3 clusters Score -601713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -601714.125000 Penalty: 4270.627930
	Iteration 71Q: 3 clusters Score -601714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -601715.812500 Penalty: 4270.627930
	Iteration 72Q: 3 clusters Score -601715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -601715.812500 Penalty: 4270.627930
	Iteration 73F: 3 clusters Score -601715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Entering Unmasked Estep 
Score: -1319397.625000 Penalty: 2327.742188
	Iteration 0F: 2 clusters Score -1319398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1310543.000000 Penalty: 4655.484375
	Iteration 0F: 3 clusters Score -1310543 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1313640.750000 Penalty: 4655.484375
	Iteration 1F: 3 clusters Score -1313641 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1314500.875000 Penalty: 4655.484375
	Iteration 2F: 3 clusters Score -1314501 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1315230.125000 Penalty: 4655.484375
	Iteration 3F: 3 clusters Score -1315230 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1315808.125000 Penalty: 4655.484375
	Iteration 4F: 3 clusters Score -1315808 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1316309.000000 Penalty: 4655.484375
	Iteration 5F: 3 clusters Score -1316309 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1316723.250000 Penalty: 4655.484375
	Iteration 6F: 3 clusters Score -1316723 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1317009.750000 Penalty: 4655.484375
	Iteration 7Q: 3 clusters Score -1317010 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1317218.000000 Penalty: 4655.484375
	Iteration 8Q: 3 clusters Score -1317218 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1317372.750000 Penalty: 4655.484375
	Iteration 9Q: 3 clusters Score -1317373 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1317525.375000 Penalty: 4655.484375
	Iteration 10Q: 3 clusters Score -1317525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1317685.250000 Penalty: 4655.484375
	Iteration 11Q: 3 clusters Score -1317685 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1317825.375000 Penalty: 4655.484375
	Iteration 12Q: 3 clusters Score -1317825 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1317925.875000 Penalty: 4655.484375
	Iteration 13Q: 3 clusters Score -1317926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1318020.625000 Penalty: 4655.484375
	Iteration 14Q: 3 clusters Score -1318021 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1318098.125000 Penalty: 4655.484375
	Iteration 15Q: 3 clusters Score -1318098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1318160.875000 Penalty: 4655.484375
	Iteration 16Q: 3 clusters Score -1318161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1318217.375000 Penalty: 4655.484375
	Iteration 17Q: 3 clusters Score -1318217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1318245.125000 Penalty: 4655.484375
	Iteration 18Q: 3 clusters Score -1318245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1318267.750000 Penalty: 4655.484375
	Iteration 19Q: 3 clusters Score -1318268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1318294.000000 Penalty: 4655.484375
	Iteration 20F: 3 clusters Score -1318294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1318318.500000 Penalty: 4655.484375
	Iteration 21Q: 3 clusters Score -1318318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1318335.250000 Penalty: 4655.484375
	Iteration 22Q: 3 clusters Score -1318335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1318350.500000 Penalty: 4655.484375
	Iteration 23Q: 3 clusters Score -1318350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1318366.500000 Penalty: 4655.484375
	Iteration 24Q: 3 clusters Score -1318366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1318378.250000 Penalty: 4655.484375
	Iteration 25Q: 3 clusters Score -1318378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1318392.625000 Penalty: 4655.484375
	Iteration 26Q: 3 clusters Score -1318393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1318406.000000 Penalty: 4655.484375
	Iteration 27Q: 3 clusters Score -1318406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1318414.250000 Penalty: 4655.484375
	Iteration 28Q: 3 clusters Score -1318414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1318428.000000 Penalty: 4655.484375
	Iteration 29Q: 3 clusters Score -1318428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1318434.250000 Penalty: 4655.484375
	Iteration 30Q: 3 clusters Score -1318434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1318443.625000 Penalty: 4655.484375
	Iteration 31Q: 3 clusters Score -1318444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1318451.500000 Penalty: 4655.484375
	Iteration 32Q: 3 clusters Score -1318452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1318458.000000 Penalty: 4655.484375
	Iteration 33Q: 3 clusters Score -1318458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1318465.500000 Penalty: 4655.484375
	Iteration 34Q: 3 clusters Score -1318466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1318466.875000 Penalty: 4655.484375
	Iteration 35Q: 3 clusters Score -1318467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1318476.125000 Penalty: 4655.484375
	Iteration 36Q: 3 clusters Score -1318476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1318476.375000 Penalty: 4655.484375
	Iteration 37Q: 3 clusters Score -1318476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1318482.375000 Penalty: 4655.484375
	Iteration 38Q: 3 clusters Score -1318482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1318483.750000 Penalty: 4655.484375
	Iteration 39Q: 3 clusters Score -1318484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1318484.375000 Penalty: 4655.484375
	Iteration 40F: 3 clusters Score -1318484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1318484.500000 Penalty: 4655.484375
	Iteration 41Q: 3 clusters Score -1318484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1318485.375000 Penalty: 4655.484375
	Iteration 42Q: 3 clusters Score -1318485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1318485.375000 Penalty: 4655.484375
	Iteration 43F: 3 clusters Score -1318485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -23349.250000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -23349.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22156.562500 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -22156.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22314.748047 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -22314.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22348.044922 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -22348.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22356.931641 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -22356.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22358.275391 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -22358.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22358.275391 Penalty: 2798.385986
	Iteration 5F: 3 clusters Score -22358.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -33839.601562 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -33839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32479.566406 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -32479.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32624.613281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -32624.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32693.351562 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -32693.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32728.703125 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -32728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32767.345703 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -32767.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32788.011719 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -32788.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32797.125000 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -32797.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32805.515625 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -32805.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32807.816406 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -32807.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32807.816406 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -32807.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -713139.937500 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -713139.9 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 3254 members 
Entering Unmasked Estep 
Score: -707739.500000 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -707739.5 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -709106.312500 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -709106.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -709380.187500 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -709380.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -709535.125000 Penalty: 4344.951172
	Iteration 3Q: 3 clusters Score -709535.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -709636.125000 Penalty: 4344.951172
	Iteration 4Q: 3 clusters Score -709636.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -709701.562500 Penalty: 4344.951172
	Iteration 5Q: 3 clusters Score -709701.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -709756.562500 Penalty: 4344.951172
	Iteration 6Q: 3 clusters Score -709756.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -709802.812500 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -709802.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -709840.750000 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -709840.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -709869.187500 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -709869.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -709896.187500 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -709896.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -709919.500000 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -709919.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -709939.812500 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -709939.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -709959.687500 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -709959.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -709983.875000 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -709983.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -710012.375000 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -710012.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -710052.500000 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -710052.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -710094.375000 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -710094.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -710143.187500 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -710143.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -710200.875000 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -710200.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -710263.187500 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -710263.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -710330.937500 Penalty: 4344.951172
	Iteration 21Q: 3 clusters Score -710330.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -710408.750000 Penalty: 4344.951172
	Iteration 22Q: 3 clusters Score -710408.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -710500.750000 Penalty: 4344.951172
	Iteration 23Q: 3 clusters Score -710500.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -710588.250000 Penalty: 4344.951172
	Iteration 24Q: 3 clusters Score -710588.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -710694.750000 Penalty: 4344.951172
	Iteration 25Q: 3 clusters Score -710694.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -710795.625000 Penalty: 4344.951172
	Iteration 26Q: 3 clusters Score -710795.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -710882.500000 Penalty: 4344.951172
	Iteration 27Q: 3 clusters Score -710882.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -710956.937500 Penalty: 4344.951172
	Iteration 28Q: 3 clusters Score -710956.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -711021.625000 Penalty: 4344.951172
	Iteration 29Q: 3 clusters Score -711021.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -711069.000000 Penalty: 4344.951172
	Iteration 30Q: 3 clusters Score -711069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -711111.562500 Penalty: 4344.951172
	Iteration 31Q: 3 clusters Score -711111.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -711145.875000 Penalty: 4344.951172
	Iteration 32Q: 3 clusters Score -711145.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -711161.625000 Penalty: 4344.951172
	Iteration 33Q: 3 clusters Score -711161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -711171.000000 Penalty: 4344.951172
	Iteration 34Q: 3 clusters Score -711171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -711178.125000 Penalty: 4344.951172
	Iteration 35Q: 3 clusters Score -711178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -711188.687500 Penalty: 4344.951172
	Iteration 36Q: 3 clusters Score -711188.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -711204.187500 Penalty: 4344.951172
	Iteration 37Q: 3 clusters Score -711204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -711214.937500 Penalty: 4344.951172
	Iteration 38Q: 3 clusters Score -711214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -711220.437500 Penalty: 4344.951172
	Iteration 39Q: 3 clusters Score -711220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -711224.812500 Penalty: 4344.951172
	Iteration 40F: 3 clusters Score -711224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -711225.437500 Penalty: 4344.951172
	Iteration 41Q: 3 clusters Score -711225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -711229.812500 Penalty: 4344.951172
	Iteration 42Q: 3 clusters Score -711229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711233.437500 Penalty: 4344.951172
	Iteration 43Q: 3 clusters Score -711233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -711235.125000 Penalty: 4344.951172
	Iteration 44Q: 3 clusters Score -711235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -711236.375000 Penalty: 4344.951172
	Iteration 45Q: 3 clusters Score -711236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -711238.375000 Penalty: 4344.951172
	Iteration 46Q: 3 clusters Score -711238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -711240.250000 Penalty: 4344.951172
	Iteration 47Q: 3 clusters Score -711240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -711240.250000 Penalty: 4344.951172
	Iteration 48F: 3 clusters Score -711240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Entering Unmasked Estep 
Score: -3200640.750000 Penalty: 2561.968750
	Iteration 0F: 2 clusters Score -3200641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3179616.500000 Penalty: 5123.937500
	Iteration 0F: 3 clusters Score -3179616 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3187360.000000 Penalty: 5123.937500
	Iteration 1F: 3 clusters Score -3187360 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3188004.500000 Penalty: 5123.937500
	Iteration 2F: 3 clusters Score -3188004 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3188731.500000 Penalty: 5123.937500
	Iteration 3F: 3 clusters Score -3188732 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3189585.250000 Penalty: 5123.937500
	Iteration 4F: 3 clusters Score -3189585 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3190489.000000 Penalty: 5123.937500
	Iteration 5F: 3 clusters Score -3190489 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3191498.500000 Penalty: 5123.937500
	Iteration 6F: 3 clusters Score -3191498 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3192457.750000 Penalty: 5123.937500
	Iteration 7F: 3 clusters Score -3192458 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3193326.250000 Penalty: 5123.937500
	Iteration 8F: 3 clusters Score -3193326 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3194101.250000 Penalty: 5123.937500
	Iteration 9Q: 3 clusters Score -3194101 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3194766.000000 Penalty: 5123.937500
	Iteration 10Q: 3 clusters Score -3194766 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3195300.750000 Penalty: 5123.937500
	Iteration 11Q: 3 clusters Score -3195301 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3195707.500000 Penalty: 5123.937500
	Iteration 12Q: 3 clusters Score -3195708 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3196015.250000 Penalty: 5123.937500
	Iteration 13Q: 3 clusters Score -3196015 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3196261.250000 Penalty: 5123.937500
	Iteration 14Q: 3 clusters Score -3196261 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3196490.500000 Penalty: 5123.937500
	Iteration 15Q: 3 clusters Score -3196490 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3196720.500000 Penalty: 5123.937500
	Iteration 16Q: 3 clusters Score -3196720 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3196933.000000 Penalty: 5123.937500
	Iteration 17Q: 3 clusters Score -3196933 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3197154.750000 Penalty: 5123.937500
	Iteration 18Q: 3 clusters Score -3197155 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3197369.500000 Penalty: 5123.937500
	Iteration 19Q: 3 clusters Score -3197370 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3197608.000000 Penalty: 5123.937500
	Iteration 20F: 3 clusters Score -3197608 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3197833.750000 Penalty: 5123.937500
	Iteration 21Q: 3 clusters Score -3197834 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3198048.000000 Penalty: 5123.937500
	Iteration 22Q: 3 clusters Score -3198048 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3198236.250000 Penalty: 5123.937500
	Iteration 23Q: 3 clusters Score -3198236 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3198378.750000 Penalty: 5123.937500
	Iteration 24Q: 3 clusters Score -3198379 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3198543.250000 Penalty: 5123.937500
	Iteration 25Q: 3 clusters Score -3198543 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3198671.750000 Penalty: 5123.937500
	Iteration 26Q: 3 clusters Score -3198672 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3198814.000000 Penalty: 5123.937500
	Iteration 27Q: 3 clusters Score -3198814 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3198921.000000 Penalty: 5123.937500
	Iteration 28Q: 3 clusters Score -3198921 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3199001.750000 Penalty: 5123.937500
	Iteration 29Q: 3 clusters Score -3199002 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3199054.250000 Penalty: 5123.937500
	Iteration 30Q: 3 clusters Score -3199054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3199106.250000 Penalty: 5123.937500
	Iteration 31Q: 3 clusters Score -3199106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3199141.500000 Penalty: 5123.937500
	Iteration 32Q: 3 clusters Score -3199142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3199188.500000 Penalty: 5123.937500
	Iteration 33Q: 3 clusters Score -3199188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3199201.250000 Penalty: 5123.937500
	Iteration 34Q: 3 clusters Score -3199201 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3199215.000000 Penalty: 5123.937500
	Iteration 35Q: 3 clusters Score -3199215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3199230.500000 Penalty: 5123.937500
	Iteration 36Q: 3 clusters Score -3199230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3199244.750000 Penalty: 5123.937500
	Iteration 37Q: 3 clusters Score -3199245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3199264.250000 Penalty: 5123.937500
	Iteration 38Q: 3 clusters Score -3199264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3199271.500000 Penalty: 5123.937500
	Iteration 39Q: 3 clusters Score -3199272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3199280.500000 Penalty: 5123.937500
	Iteration 40F: 3 clusters Score -3199280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3199286.750000 Penalty: 5123.937500
	Iteration 41Q: 3 clusters Score -3199287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3199298.000000 Penalty: 5123.937500
	Iteration 42Q: 3 clusters Score -3199298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3199291.000000 Penalty: 5123.937500
	Iteration 43Q: 3 clusters Score -3199291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3199296.500000 Penalty: 5123.937500
	Iteration 44Q: 3 clusters Score -3199296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3199302.500000 Penalty: 5123.937500
	Iteration 45Q: 3 clusters Score -3199302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3199301.500000 Penalty: 5123.937500
	Iteration 46Q: 3 clusters Score -3199302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3199303.000000 Penalty: 5123.937500
	Iteration 47Q: 3 clusters Score -3199303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3199300.250000 Penalty: 5123.937500
	Iteration 48Q: 3 clusters Score -3199300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3199295.750000 Penalty: 5123.937500
	Iteration 49Q: 3 clusters Score -3199296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3199300.500000 Penalty: 5123.937500
	Iteration 50Q: 3 clusters Score -3199300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3199295.000000 Penalty: 5123.937500
	Iteration 51Q: 3 clusters Score -3199295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3199301.250000 Penalty: 5123.937500
	Iteration 52Q: 3 clusters Score -3199301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3199305.500000 Penalty: 5123.937500
	Iteration 53Q: 3 clusters Score -3199306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3199305.500000 Penalty: 5123.937500
	Iteration 54F: 3 clusters Score -3199306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Entering Unmasked Estep 
Score: -1627120.625000 Penalty: 2371.022461
	Iteration 0F: 2 clusters Score -1627121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1616708.500000 Penalty: 4742.044922
	Iteration 0F: 3 clusters Score -1616708 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1619953.875000 Penalty: 4742.044922
	Iteration 1F: 3 clusters Score -1619954 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1620300.875000 Penalty: 4742.044922
	Iteration 2F: 3 clusters Score -1620301 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1620585.875000 Penalty: 4742.044922
	Iteration 3F: 3 clusters Score -1620586 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1620817.875000 Penalty: 4742.044922
	Iteration 4Q: 3 clusters Score -1620818 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1621059.500000 Penalty: 4742.044922
	Iteration 5Q: 3 clusters Score -1621060 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1621292.750000 Penalty: 4742.044922
	Iteration 6Q: 3 clusters Score -1621293 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1621627.625000 Penalty: 4742.044922
	Iteration 7Q: 3 clusters Score -1621628 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1622064.875000 Penalty: 4742.044922
	Iteration 8Q: 3 clusters Score -1622065 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1622545.875000 Penalty: 4742.044922
	Iteration 9Q: 3 clusters Score -1622546 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1623088.875000 Penalty: 4742.044922
	Iteration 10Q: 3 clusters Score -1623089 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1623650.250000 Penalty: 4742.044922
	Iteration 11Q: 3 clusters Score -1623650 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1624110.125000 Penalty: 4742.044922
	Iteration 12Q: 3 clusters Score -1624110 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1624448.500000 Penalty: 4742.044922
	Iteration 13Q: 3 clusters Score -1624448 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1624665.500000 Penalty: 4742.044922
	Iteration 14Q: 3 clusters Score -1624666 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1624779.750000 Penalty: 4742.044922
	Iteration 15Q: 3 clusters Score -1624780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1624862.250000 Penalty: 4742.044922
	Iteration 16Q: 3 clusters Score -1624862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1624927.500000 Penalty: 4742.044922
	Iteration 17Q: 3 clusters Score -1624928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1624955.000000 Penalty: 4742.044922
	Iteration 18Q: 3 clusters Score -1624955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1624973.375000 Penalty: 4742.044922
	Iteration 19Q: 3 clusters Score -1624973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1624994.000000 Penalty: 4742.044922
	Iteration 20F: 3 clusters Score -1624994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1624998.750000 Penalty: 4742.044922
	Iteration 21Q: 3 clusters Score -1624999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1625002.375000 Penalty: 4742.044922
	Iteration 22Q: 3 clusters Score -1625002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1625008.500000 Penalty: 4742.044922
	Iteration 23Q: 3 clusters Score -1625008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1625009.875000 Penalty: 4742.044922
	Iteration 24Q: 3 clusters Score -1625010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1625012.250000 Penalty: 4742.044922
	Iteration 25Q: 3 clusters Score -1625012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1625018.250000 Penalty: 4742.044922
	Iteration 26Q: 3 clusters Score -1625018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1625016.750000 Penalty: 4742.044922
	Iteration 27Q: 3 clusters Score -1625017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1625017.875000 Penalty: 4742.044922
	Iteration 28Q: 3 clusters Score -1625018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1625017.875000 Penalty: 4742.044922
	Iteration 29Q: 3 clusters Score -1625018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1625019.625000 Penalty: 4742.044922
	Iteration 30Q: 3 clusters Score -1625020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1625019.625000 Penalty: 4742.044922
	Iteration 31F: 3 clusters Score -1625020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -280272.562500 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -280272.6 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 1294 members 
Entering Unmasked Estep 
Score: -277245.937500 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -277245.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277836.937500 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -277836.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -277974.031250 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -277974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -278042.687500 Penalty: 3889.575439
	Iteration 3Q: 3 clusters Score -278042.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -278080.781250 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -278080.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -278110.593750 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -278110.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -278142.718750 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -278142.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -278171.156250 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -278171.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -278196.625000 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -278196.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -278222.156250 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -278222.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -278261.687500 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -278261.7 nChanged 42
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: -278296.500000 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -278296.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -278334.218750 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -278334.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -278359.187500 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -278359.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -278385.500000 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -278385.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278413.562500 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -278413.6 nChanged 35
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: -278441.562500 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -278441.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278460.468750 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -278460.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278476.843750 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -278476.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278486.312500 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -278486.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -278498.000000 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -278498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -278508.937500 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -278508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -278516.156250 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -278516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -278521.968750 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -278522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278527.843750 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -278527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -278534.093750 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -278534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -278538.437500 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -278538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -278541.750000 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -278541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -278543.531250 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -278543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -278544.750000 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -278544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -278545.250000 Penalty: 3889.575439
	Iteration 30Q: 3 clusters Score -278545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -278546.687500 Penalty: 3889.575439
	Iteration 31Q: 3 clusters Score -278546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -278546.687500 Penalty: 3889.575439
	Iteration 32F: 3 clusters Score -278546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -359425.093750 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -359425.1 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 1627 members 
Entering Unmasked Estep 
Score: -356039.437500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -356039.4 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -356706.125000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -356706.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -356876.843750 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -356876.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -356963.968750 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -356964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -357019.218750 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -357019.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -357063.906250 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -357063.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -357103.437500 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -357103.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -357140.812500 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -357140.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -357171.781250 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -357171.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -357196.000000 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -357196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -357217.468750 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -357217.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -357234.562500 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -357234.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -357250.937500 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -357250.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -357262.093750 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -357262.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -357272.156250 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -357272.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -357280.875000 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -357280.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -357286.312500 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -357286.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -357295.281250 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -357295.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -357302.593750 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -357302.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -357313.250000 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -357313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -357319.687500 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -357319.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -357323.843750 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -357323.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -357327.156250 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -357327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -357333.343750 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -357333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -357337.812500 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -357337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -357342.062500 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -357342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -357346.031250 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -357346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -357348.656250 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -357348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -357349.531250 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -357349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -357349.531250 Penalty: 3999.123047
	Iteration 29F: 3 clusters Score -357349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -528797.125000 Penalty: 2098.601562
	Iteration 0F: 2 clusters Score -528797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -524431.750000 Penalty: 4197.203125
	Iteration 0F: 3 clusters Score -524431.8 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -525470.562500 Penalty: 4197.203125
	Iteration 1F: 3 clusters Score -525470.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -525646.937500 Penalty: 4197.203125
	Iteration 2F: 3 clusters Score -525646.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -525773.562500 Penalty: 4197.203125
	Iteration 3Q: 3 clusters Score -525773.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -525870.375000 Penalty: 4197.203125
	Iteration 4Q: 3 clusters Score -525870.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -525928.437500 Penalty: 4197.203125
	Iteration 5Q: 3 clusters Score -525928.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -525973.687500 Penalty: 4197.203125
	Iteration 6Q: 3 clusters Score -525973.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -526016.625000 Penalty: 4197.203125
	Iteration 7Q: 3 clusters Score -526016.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -526056.312500 Penalty: 4197.203125
	Iteration 8Q: 3 clusters Score -526056.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -526086.812500 Penalty: 4197.203125
	Iteration 9Q: 3 clusters Score -526086.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -526108.500000 Penalty: 4197.203125
	Iteration 10Q: 3 clusters Score -526108.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -526126.125000 Penalty: 4197.203125
	Iteration 11Q: 3 clusters Score -526126.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -526139.812500 Penalty: 4197.203125
	Iteration 12Q: 3 clusters Score -526139.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -526158.250000 Penalty: 4197.203125
	Iteration 13Q: 3 clusters Score -526158.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -526178.437500 Penalty: 4197.203125
	Iteration 14Q: 3 clusters Score -526178.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -526200.875000 Penalty: 4197.203125
	Iteration 15Q: 3 clusters Score -526200.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -526218.875000 Penalty: 4197.203125
	Iteration 16Q: 3 clusters Score -526218.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -526233.375000 Penalty: 4197.203125
	Iteration 17Q: 3 clusters Score -526233.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -526249.000000 Penalty: 4197.203125
	Iteration 18Q: 3 clusters Score -526249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -526266.375000 Penalty: 4197.203125
	Iteration 19Q: 3 clusters Score -526266.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -526280.750000 Penalty: 4197.203125
	Iteration 20F: 3 clusters Score -526280.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -526295.000000 Penalty: 4197.203125
	Iteration 21Q: 3 clusters Score -526295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -526305.500000 Penalty: 4197.203125
	Iteration 22Q: 3 clusters Score -526305.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526311.687500 Penalty: 4197.203125
	Iteration 23Q: 3 clusters Score -526311.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -526322.812500 Penalty: 4197.203125
	Iteration 24Q: 3 clusters Score -526322.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -526333.000000 Penalty: 4197.203125
	Iteration 25Q: 3 clusters Score -526333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -526341.437500 Penalty: 4197.203125
	Iteration 26Q: 3 clusters Score -526341.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -526353.750000 Penalty: 4197.203125
	Iteration 27Q: 3 clusters Score -526353.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -526364.375000 Penalty: 4197.203125
	Iteration 28Q: 3 clusters Score -526364.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -526374.562500 Penalty: 4197.203125
	Iteration 29Q: 3 clusters Score -526374.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -526384.687500 Penalty: 4197.203125
	Iteration 30Q: 3 clusters Score -526384.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -526397.187500 Penalty: 4197.203125
	Iteration 31Q: 3 clusters Score -526397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -526405.312500 Penalty: 4197.203125
	Iteration 32Q: 3 clusters Score -526405.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -526414.062500 Penalty: 4197.203125
	Iteration 33Q: 3 clusters Score -526414.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -526422.125000 Penalty: 4197.203125
	Iteration 34Q: 3 clusters Score -526422.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -526438.187500 Penalty: 4197.203125
	Iteration 35Q: 3 clusters Score -526438.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -526454.187500 Penalty: 4197.203125
	Iteration 36Q: 3 clusters Score -526454.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -526472.562500 Penalty: 4197.203125
	Iteration 37Q: 3 clusters Score -526472.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -526491.687500 Penalty: 4197.203125
	Iteration 38Q: 3 clusters Score -526491.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -526515.125000 Penalty: 4197.203125
	Iteration 39Q: 3 clusters Score -526515.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -526543.625000 Penalty: 4197.203125
	Iteration 40F: 3 clusters Score -526543.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -526568.125000 Penalty: 4197.203125
	Iteration 41Q: 3 clusters Score -526568.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -526588.937500 Penalty: 4197.203125
	Iteration 42Q: 3 clusters Score -526588.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -526606.125000 Penalty: 4197.203125
	Iteration 43Q: 3 clusters Score -526606.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -526622.187500 Penalty: 4197.203125
	Iteration 44Q: 3 clusters Score -526622.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -526639.562500 Penalty: 4197.203125
	Iteration 45Q: 3 clusters Score -526639.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -526658.000000 Penalty: 4197.203125
	Iteration 46Q: 3 clusters Score -526658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -526680.062500 Penalty: 4197.203125
	Iteration 47Q: 3 clusters Score -526680.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -526699.812500 Penalty: 4197.203125
	Iteration 48Q: 3 clusters Score -526699.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -526723.437500 Penalty: 4197.203125
	Iteration 49Q: 3 clusters Score -526723.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -526740.000000 Penalty: 4197.203125
	Iteration 50Q: 3 clusters Score -526740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -526762.875000 Penalty: 4197.203125
	Iteration 51Q: 3 clusters Score -526762.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -526786.625000 Penalty: 4197.203125
	Iteration 52Q: 3 clusters Score -526786.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -526805.125000 Penalty: 4197.203125
	Iteration 53Q: 3 clusters Score -526805.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -526825.812500 Penalty: 4197.203125
	Iteration 54Q: 3 clusters Score -526825.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -526845.187500 Penalty: 4197.203125
	Iteration 55Q: 3 clusters Score -526845.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -526863.500000 Penalty: 4197.203125
	Iteration 56Q: 3 clusters Score -526863.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -526878.812500 Penalty: 4197.203125
	Iteration 57Q: 3 clusters Score -526878.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -526889.812500 Penalty: 4197.203125
	Iteration 58Q: 3 clusters Score -526889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -526904.812500 Penalty: 4197.203125
	Iteration 59Q: 3 clusters Score -526904.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -526920.000000 Penalty: 4197.203125
	Iteration 60F: 3 clusters Score -526920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -526928.937500 Penalty: 4197.203125
	Iteration 61Q: 3 clusters Score -526928.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -526934.250000 Penalty: 4197.203125
	Iteration 62Q: 3 clusters Score -526934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -526939.062500 Penalty: 4197.203125
	Iteration 63Q: 3 clusters Score -526939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -526945.812500 Penalty: 4197.203125
	Iteration 64Q: 3 clusters Score -526945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -526952.437500 Penalty: 4197.203125
	Iteration 65Q: 3 clusters Score -526952.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -526962.750000 Penalty: 4197.203125
	Iteration 66Q: 3 clusters Score -526962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -526968.187500 Penalty: 4197.203125
	Iteration 67Q: 3 clusters Score -526968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -526973.375000 Penalty: 4197.203125
	Iteration 68Q: 3 clusters Score -526973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -526974.375000 Penalty: 4197.203125
	Iteration 69Q: 3 clusters Score -526974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -526974.062500 Penalty: 4197.203125
	Iteration 70Q: 3 clusters Score -526974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -526975.750000 Penalty: 4197.203125
	Iteration 71Q: 3 clusters Score -526975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -526975.750000 Penalty: 4197.203125
	Iteration 72F: 3 clusters Score -526975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -43232.179688 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -43232.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41795.554688 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -41795.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42023.722656 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -42023.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42111.039062 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -42111.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42236.593750 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -42236.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42327.933594 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -42327.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42459.929688 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -42459.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42576.476562 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -42576.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42652.445312 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -42652.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42729.894531 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -42729.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42741.578125 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -42741.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42748.816406 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -42748.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42754.535156 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -42754.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42754.535156 Penalty: 3054.911377
	Iteration 12F: 3 clusters Score -42754.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -970638.687500 Penalty: 2240.244873
	Iteration 0F: 2 clusters Score -970638.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -964015.750000 Penalty: 4480.489746
	Iteration 0F: 3 clusters Score -964015.8 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -965794.000000 Penalty: 4480.489746
	Iteration 1F: 3 clusters Score -965794 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -966075.625000 Penalty: 4480.489746
	Iteration 2F: 3 clusters Score -966075.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -966263.437500 Penalty: 4480.489746
	Iteration 3F: 3 clusters Score -966263.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -966388.125000 Penalty: 4480.489746
	Iteration 4Q: 3 clusters Score -966388.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -966477.062500 Penalty: 4480.489746
	Iteration 5Q: 3 clusters Score -966477.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -966528.875000 Penalty: 4480.489746
	Iteration 6Q: 3 clusters Score -966528.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -966572.375000 Penalty: 4480.489746
	Iteration 7Q: 3 clusters Score -966572.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -966616.750000 Penalty: 4480.489746
	Iteration 8Q: 3 clusters Score -966616.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -966655.125000 Penalty: 4480.489746
	Iteration 9Q: 3 clusters Score -966655.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -966689.812500 Penalty: 4480.489746
	Iteration 10Q: 3 clusters Score -966689.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -966722.500000 Penalty: 4480.489746
	Iteration 11Q: 3 clusters Score -966722.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -966754.437500 Penalty: 4480.489746
	Iteration 12Q: 3 clusters Score -966754.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -966797.375000 Penalty: 4480.489746
	Iteration 13Q: 3 clusters Score -966797.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -966837.750000 Penalty: 4480.489746
	Iteration 14Q: 3 clusters Score -966837.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -966880.812500 Penalty: 4480.489746
	Iteration 15Q: 3 clusters Score -966880.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -966919.875000 Penalty: 4480.489746
	Iteration 16Q: 3 clusters Score -966919.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -966969.625000 Penalty: 4480.489746
	Iteration 17Q: 3 clusters Score -966969.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -967029.625000 Penalty: 4480.489746
	Iteration 18Q: 3 clusters Score -967029.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -967087.250000 Penalty: 4480.489746
	Iteration 19Q: 3 clusters Score -967087.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -967149.375000 Penalty: 4480.489746
	Iteration 20F: 3 clusters Score -967149.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -967207.875000 Penalty: 4480.489746
	Iteration 21Q: 3 clusters Score -967207.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -967280.375000 Penalty: 4480.489746
	Iteration 22Q: 3 clusters Score -967280.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -967345.500000 Penalty: 4480.489746
	Iteration 23Q: 3 clusters Score -967345.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -967409.125000 Penalty: 4480.489746
	Iteration 24Q: 3 clusters Score -967409.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -967484.000000 Penalty: 4480.489746
	Iteration 25Q: 3 clusters Score -967484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -967573.125000 Penalty: 4480.489746
	Iteration 26Q: 3 clusters Score -967573.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -967647.312500 Penalty: 4480.489746
	Iteration 27Q: 3 clusters Score -967647.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -967713.000000 Penalty: 4480.489746
	Iteration 28Q: 3 clusters Score -967713 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -967763.187500 Penalty: 4480.489746
	Iteration 29Q: 3 clusters Score -967763.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -967797.562500 Penalty: 4480.489746
	Iteration 30Q: 3 clusters Score -967797.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -967821.125000 Penalty: 4480.489746
	Iteration 31Q: 3 clusters Score -967821.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -967841.500000 Penalty: 4480.489746
	Iteration 32Q: 3 clusters Score -967841.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -967859.625000 Penalty: 4480.489746
	Iteration 33Q: 3 clusters Score -967859.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -967875.875000 Penalty: 4480.489746
	Iteration 34Q: 3 clusters Score -967875.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -967892.625000 Penalty: 4480.489746
	Iteration 35Q: 3 clusters Score -967892.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -967904.375000 Penalty: 4480.489746
	Iteration 36Q: 3 clusters Score -967904.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -967918.250000 Penalty: 4480.489746
	Iteration 37Q: 3 clusters Score -967918.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -967928.312500 Penalty: 4480.489746
	Iteration 38Q: 3 clusters Score -967928.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -967939.937500 Penalty: 4480.489746
	Iteration 39Q: 3 clusters Score -967939.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -967949.562500 Penalty: 4480.489746
	Iteration 40F: 3 clusters Score -967949.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -967957.312500 Penalty: 4480.489746
	Iteration 41Q: 3 clusters Score -967957.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -967965.437500 Penalty: 4480.489746
	Iteration 42Q: 3 clusters Score -967965.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -967972.062500 Penalty: 4480.489746
	Iteration 43Q: 3 clusters Score -967972.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -967977.375000 Penalty: 4480.489746
	Iteration 44Q: 3 clusters Score -967977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -967982.937500 Penalty: 4480.489746
	Iteration 45Q: 3 clusters Score -967982.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -967990.125000 Penalty: 4480.489746
	Iteration 46Q: 3 clusters Score -967990.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -967995.625000 Penalty: 4480.489746
	Iteration 47Q: 3 clusters Score -967995.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -968000.000000 Penalty: 4480.489746
	Iteration 48Q: 3 clusters Score -968000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -968003.687500 Penalty: 4480.489746
	Iteration 49Q: 3 clusters Score -968003.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -968006.437500 Penalty: 4480.489746
	Iteration 50Q: 3 clusters Score -968006.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -968015.312500 Penalty: 4480.489746
	Iteration 51Q: 3 clusters Score -968015.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -968026.937500 Penalty: 4480.489746
	Iteration 52Q: 3 clusters Score -968026.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -968036.812500 Penalty: 4480.489746
	Iteration 53Q: 3 clusters Score -968036.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -968045.375000 Penalty: 4480.489746
	Iteration 54Q: 3 clusters Score -968045.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -968059.687500 Penalty: 4480.489746
	Iteration 55Q: 3 clusters Score -968059.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -968074.562500 Penalty: 4480.489746
	Iteration 56Q: 3 clusters Score -968074.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -968089.875000 Penalty: 4480.489746
	Iteration 57Q: 3 clusters Score -968089.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -968106.625000 Penalty: 4480.489746
	Iteration 58Q: 3 clusters Score -968106.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -968123.375000 Penalty: 4480.489746
	Iteration 59Q: 3 clusters Score -968123.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -968138.625000 Penalty: 4480.489746
	Iteration 60F: 3 clusters Score -968138.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -968157.375000 Penalty: 4480.489746
	Iteration 61Q: 3 clusters Score -968157.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -968174.500000 Penalty: 4480.489746
	Iteration 62Q: 3 clusters Score -968174.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -968187.812500 Penalty: 4480.489746
	Iteration 63Q: 3 clusters Score -968187.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -968204.312500 Penalty: 4480.489746
	Iteration 64Q: 3 clusters Score -968204.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -968225.500000 Penalty: 4480.489746
	Iteration 65Q: 3 clusters Score -968225.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -968239.375000 Penalty: 4480.489746
	Iteration 66Q: 3 clusters Score -968239.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -968257.937500 Penalty: 4480.489746
	Iteration 67Q: 3 clusters Score -968257.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -968268.000000 Penalty: 4480.489746
	Iteration 68Q: 3 clusters Score -968268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -968275.687500 Penalty: 4480.489746
	Iteration 69Q: 3 clusters Score -968275.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -968282.125000 Penalty: 4480.489746
	Iteration 70Q: 3 clusters Score -968282.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -968286.562500 Penalty: 4480.489746
	Iteration 71Q: 3 clusters Score -968286.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -968297.750000 Penalty: 4480.489746
	Iteration 72Q: 3 clusters Score -968297.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -968303.875000 Penalty: 4480.489746
	Iteration 73Q: 3 clusters Score -968303.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -968313.375000 Penalty: 4480.489746
	Iteration 74Q: 3 clusters Score -968313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -968317.312500 Penalty: 4480.489746
	Iteration 75Q: 3 clusters Score -968317.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -968324.000000 Penalty: 4480.489746
	Iteration 76Q: 3 clusters Score -968324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -968328.750000 Penalty: 4480.489746
	Iteration 77Q: 3 clusters Score -968328.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -968334.875000 Penalty: 4480.489746
	Iteration 78Q: 3 clusters Score -968334.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -968334.937500 Penalty: 4480.489746
	Iteration 79Q: 3 clusters Score -968334.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -968344.125000 Penalty: 4480.489746
	Iteration 80F: 3 clusters Score -968344.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -968345.875000 Penalty: 4480.489746
	Iteration 81Q: 3 clusters Score -968345.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -968348.500000 Penalty: 4480.489746
	Iteration 82Q: 3 clusters Score -968348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -968346.875000 Penalty: 4480.489746
	Iteration 83Q: 3 clusters Score -968346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -968350.312500 Penalty: 4480.489746
	Iteration 84Q: 3 clusters Score -968350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -968351.562500 Penalty: 4480.489746
	Iteration 85Q: 3 clusters Score -968351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -968351.250000 Penalty: 4480.489746
	Iteration 86Q: 3 clusters Score -968351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -968351.625000 Penalty: 4480.489746
	Iteration 87Q: 3 clusters Score -968351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -968352.312500 Penalty: 4480.489746
	Iteration 88Q: 3 clusters Score -968352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -968351.937500 Penalty: 4480.489746
	Iteration 89Q: 3 clusters Score -968351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -968350.875000 Penalty: 4480.489746
	Iteration 90Q: 3 clusters Score -968350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -968350.875000 Penalty: 4480.489746
	Iteration 91F: 3 clusters Score -968350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -46086.300781 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -46086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44577.066406 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -44577.07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44805.437500 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -44805.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44893.464844 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -44893.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44973.734375 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -44973.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45049.757812 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -45049.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45225.375000 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -45225.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45371.863281 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -45371.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45420.003906 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -45420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45468.765625 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -45468.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45519.882812 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -45519.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45548.832031 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -45548.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45601.132812 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -45601.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45633.867188 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -45633.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45675.042969 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -45675.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45692.601562 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -45692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45718.082031 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -45718.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45749.324219 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -45749.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45778.046875 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -45778.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45817.984375 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -45817.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45828.332031 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -45828.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45844.132812 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -45844.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45913.488281 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -45913.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45942.714844 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -45942.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45953.195312 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -45953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45962.738281 Penalty: 3111.347168
	Iteration 24Q: 3 clusters Score -45962.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45964.511719 Penalty: 3111.347168
	Iteration 25Q: 3 clusters Score -45964.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45968.367188 Penalty: 3111.347168
	Iteration 26Q: 3 clusters Score -45968.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45973.792969 Penalty: 3111.347168
	Iteration 27Q: 3 clusters Score -45973.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45973.792969 Penalty: 3111.347168
	Iteration 28F: 3 clusters Score -45973.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43244.679688 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -43244.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41775.476562 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -41775.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41965.128906 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -41965.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42035.078125 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -42035.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42082.375000 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -42082.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42108.097656 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -42108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42124.339844 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -42124.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42136.062500 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -42136.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42141.628906 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -42141.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42147.160156 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -42147.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42168.078125 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -42168.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42189.164062 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -42189.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42204.527344 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -42204.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42207.007812 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -42207.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42210.109375 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -42210.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42211.843750 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -42211.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42218.441406 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -42218.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42223.507812 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -42223.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42227.570312 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -42227.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42228.953125 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -42228.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42231.667969 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -42231.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42240.656250 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -42240.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -866145.187500 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -866145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -860029.437500 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -860029.4 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -861647.687500 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -861647.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -861861.437500 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -861861.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -862011.187500 Penalty: 4422.720215
	Iteration 3Q: 3 clusters Score -862011.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -862128.062500 Penalty: 4422.720215
	Iteration 4Q: 3 clusters Score -862128.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -862218.875000 Penalty: 4422.720215
	Iteration 5Q: 3 clusters Score -862218.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -862269.125000 Penalty: 4422.720215
	Iteration 6Q: 3 clusters Score -862269.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -862305.062500 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -862305.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -862342.562500 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -862342.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -862364.500000 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -862364.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -862390.187500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -862390.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -862410.812500 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -862410.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -862425.375000 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -862425.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -862440.812500 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -862440.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -862453.812500 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -862453.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -862469.000000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -862469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -862487.562500 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -862487.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -862511.187500 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -862511.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -862534.437500 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -862534.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -862559.750000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -862559.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -862583.250000 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -862583.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -862619.875000 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -862619.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -862677.125000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -862677.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -862741.000000 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -862741 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -862821.500000 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -862821.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -862911.687500 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -862911.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -863019.812500 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -863019.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -863127.312500 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -863127.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -863252.750000 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -863252.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -863378.187500 Penalty: 4422.720215
	Iteration 29Q: 3 clusters Score -863378.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -863490.625000 Penalty: 4422.720215
	Iteration 30Q: 3 clusters Score -863490.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -863596.312500 Penalty: 4422.720215
	Iteration 31Q: 3 clusters Score -863596.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -863701.625000 Penalty: 4422.720215
	Iteration 32Q: 3 clusters Score -863701.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -863801.625000 Penalty: 4422.720215
	Iteration 33Q: 3 clusters Score -863801.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -863895.875000 Penalty: 4422.720215
	Iteration 34Q: 3 clusters Score -863895.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -863975.812500 Penalty: 4422.720215
	Iteration 35Q: 3 clusters Score -863975.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -864048.687500 Penalty: 4422.720215
	Iteration 36Q: 3 clusters Score -864048.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -864109.437500 Penalty: 4422.720215
	Iteration 37Q: 3 clusters Score -864109.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -864143.187500 Penalty: 4422.720215
	Iteration 38Q: 3 clusters Score -864143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -864168.500000 Penalty: 4422.720215
	Iteration 39Q: 3 clusters Score -864168.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -864183.250000 Penalty: 4422.720215
	Iteration 40F: 3 clusters Score -864183.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -864201.187500 Penalty: 4422.720215
	Iteration 41Q: 3 clusters Score -864201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -864217.937500 Penalty: 4422.720215
	Iteration 42Q: 3 clusters Score -864217.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -864233.187500 Penalty: 4422.720215
	Iteration 43Q: 3 clusters Score -864233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -864242.562500 Penalty: 4422.720215
	Iteration 44Q: 3 clusters Score -864242.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -864253.500000 Penalty: 4422.720215
	Iteration 45Q: 3 clusters Score -864253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -864256.000000 Penalty: 4422.720215
	Iteration 46Q: 3 clusters Score -864256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -864255.875000 Penalty: 4422.720215
	Iteration 47Q: 3 clusters Score -864255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -864257.437500 Penalty: 4422.720215
	Iteration 48Q: 3 clusters Score -864257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -864258.062500 Penalty: 4422.720215
	Iteration 49Q: 3 clusters Score -864258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -864258.062500 Penalty: 4422.720215
	Iteration 50F: 3 clusters Score -864258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -35371.324219 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -35371.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34068.281250 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -34068.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34270.968750 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -34270.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34317.464844 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -34317.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34328.371094 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -34328.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34332.179688 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -34332.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34332.179688 Penalty: 2935.771240
	Iteration 5F: 3 clusters Score -34332.18 nChanged 0
--- Evaluating fit on full set of 3039103 points ---
Entering Unmasked Estep 
Score: -330840736.000000 Penalty: 173989.953125
25->48 Clusters: Score -330840736.000000, best is -332020096.000000

Main iterations: 0 (time per=infms)
Total iterations: 102836 (time per=348.246351ms)
Iterations metric 2: 5176416010240.000000 (time per=6.918351ns)
Iterations metric 3: 155309758742528.000000 (time per=230.586037ps)

That took 35812.261719 seconds.
